2023/03/24 08:16:29 - mmengine - INFO - ------------------------------------------------------------ System environment: sys.platform: linux Python: 3.7.5 | packaged by conda-forge | (default, Jan 28 2021, 18:23:46) [GCC 9.3.0] CUDA available: False numpy_random_seed: 772314097 GCC: gcc (GCC) 7.3.0 PyTorch: 1.8.0a0+56b43f4 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CPU capability usage: NO AVX - Build settings: BLAS_INFO=generic, BUILD_TYPE=Release, CXX_COMPILER=/opt/buildtools/gcc-7.3.0/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -DMISSING_ARM_VST1 -DMISSING_ARM_VLD1 -Wno-stringop-overflow, LAPACK_INFO=generic, TORCH_VERSION=1.8.1, USE_CUDA=OFF, USE_CUDNN=OFF, USE_EIGEN_FOR_BLAS=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=OFF, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=OFF, USE_NNPACK=ON, USE_OPENMP=ON, OpenCV: 4.7.0 MMEngine: 0.6.0 Runtime environment: cudnn_benchmark: False mp_cfg: {'mp_start_method': 'fork', 'opencv_num_threads': 0} dist_cfg: {'backend': 'nccl'} seed: None deterministic: False Distributed launcher: pytorch Distributed training: True GPU number: 8 ------------------------------------------------------------ 2023/03/24 08:16:29 - mmengine - INFO - Config: model = dict( type='ImageClassifier', backbone=dict(type='MobileNetV2', widen_factor=1.0), neck=dict(type='GlobalAveragePooling'), head=dict( type='LinearClsHead', num_classes=1000, in_channels=1280, loss=dict(type='CrossEntropyLoss', loss_weight=1.0), topk=(1, 5))) dataset_type = 'ImageNet' data_preprocessor = dict( num_classes=1000, mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) train_pipeline = [ dict(type='LoadImageFromFile'), dict(type='RandomResizedCrop', scale=224, backend='pillow'), dict(type='RandomFlip', prob=0.5, direction='horizontal'), dict(type='PackClsInputs') ] test_pipeline = [ dict(type='LoadImageFromFile'), dict(type='ResizeEdge', scale=256, edge='short', backend='pillow'), dict(type='CenterCrop', crop_size=224), dict(type='PackClsInputs') ] train_dataloader = dict( pin_memory=True, persistent_workers=False, collate_fn=dict(type='default_collate'), batch_size=32, num_workers=5, dataset=dict( type='ImageNet', data_root='data/imagenet', 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=32, num_workers=5, dataset=dict( type='ImageNet', data_root='data/imagenet', ann_file='meta/val.txt', data_prefix='val', pipeline=[ dict(type='LoadImageFromFile'), dict(type='ResizeEdge', scale=256, edge='short', backend='pillow'), dict(type='CenterCrop', crop_size=224), dict(type='PackClsInputs') ]), sampler=dict(type='DefaultSampler', shuffle=False)) val_evaluator = dict(type='Accuracy', topk=(1, 5)) test_dataloader = dict( pin_memory=True, persistent_workers=False, collate_fn=dict(type='default_collate'), batch_size=32, num_workers=5, dataset=dict( type='ImageNet', data_root='data/imagenet', ann_file='meta/val.txt', data_prefix='val', pipeline=[ dict(type='LoadImageFromFile'), dict(type='ResizeEdge', scale=256, edge='short', backend='pillow'), dict(type='CenterCrop', crop_size=224), dict(type='PackClsInputs') ]), sampler=dict(type='DefaultSampler', shuffle=False)) test_evaluator = dict(type='Accuracy', topk=(1, 5)) optim_wrapper = dict( optimizer=dict(type='SGD', lr=0.045, momentum=0.9, weight_decay=4e-05)) param_scheduler = dict(type='StepLR', by_epoch=True, step_size=1, gamma=0.98) 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=256) default_scope = 'mmcls' default_hooks = dict( timer=dict(type='IterTimerHook'), logger=dict(type='LoggerHook', interval=100), param_scheduler=dict(type='ParamSchedulerHook'), checkpoint=dict(type='CheckpointHook', interval=1), sampler_seed=dict(type='DistSamplerSeedHook'), visualization=dict(type='VisualizationHook', enable=False)) env_cfg = dict( cudnn_benchmark=False, mp_cfg=dict(mp_start_method='fork', opencv_num_threads=0), dist_cfg=dict(backend='nccl')) vis_backends = [dict(type='LocalVisBackend')] visualizer = dict( type='ClsVisualizer', vis_backends=[dict(type='LocalVisBackend')]) log_level = 'INFO' load_from = None resume = False randomness = dict(seed=None, deterministic=False) launcher = 'pytorch' work_dir = './work_dirs/mobilenet-v2_8xb32_in1k' data = dict(workers_per_gpu=24) 2023/03/24 08:16:29 - mmengine - WARNING - The "visualizer" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 2023/03/24 08:16:29 - mmengine - WARNING - The "vis_backend" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 2023/03/24 08:16:31 - mmengine - WARNING - The "model" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 2023/03/24 08:16:37 - mmengine - WARNING - The "hook" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 2023/03/24 08:16:37 - 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 -------------------- 2023/03/24 08:16:37 - mmengine - WARNING - The "dataset" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 2023/03/24 08:16:37 - mmengine - WARNING - The "transform" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 2023/03/24 08:16:56 - mmengine - WARNING - The "data sampler" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 2023/03/24 08:16:56 - mmengine - WARNING - The "optimizer wrapper constructor" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 2023/03/24 08:16:56 - mmengine - WARNING - The "optimizer" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 2023/03/24 08:16:56 - mmengine - WARNING - The "optimizer_wrapper" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 2023/03/24 08:16:56 - mmengine - WARNING - The "parameter scheduler" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 2023/03/24 08:16:56 - mmengine - WARNING - The "metric" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 2023/03/24 08:16:57 - mmengine - WARNING - The "weight initializer" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. Name of parameter - Initialization information backbone.conv1.conv.weight - torch.Size([32, 3, 3, 3]): Initialized by user-defined `init_weights` in ConvModule backbone.conv1.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.conv1.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.0.conv.0.conv.weight - torch.Size([32, 1, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer1.0.conv.0.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.0.conv.0.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.0.conv.1.conv.weight - torch.Size([16, 32, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer1.0.conv.1.bn.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.0.conv.1.bn.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.0.conv.0.conv.weight - torch.Size([96, 16, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer2.0.conv.0.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.0.conv.0.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.0.conv.1.conv.weight - torch.Size([96, 1, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer2.0.conv.1.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.0.conv.1.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.0.conv.2.conv.weight - torch.Size([24, 96, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer2.0.conv.2.bn.weight - torch.Size([24]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.0.conv.2.bn.bias - torch.Size([24]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.1.conv.0.conv.weight - torch.Size([144, 24, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer2.1.conv.0.bn.weight - torch.Size([144]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.1.conv.0.bn.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.1.conv.1.conv.weight - torch.Size([144, 1, 3, 3]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer2.1.conv.1.bn.weight - torch.Size([144]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.1.conv.1.bn.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.1.conv.2.conv.weight - torch.Size([24, 144, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer2.1.conv.2.bn.weight - torch.Size([24]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.1.conv.2.bn.bias - torch.Size([24]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.0.conv.0.conv.weight - torch.Size([144, 24, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer3.0.conv.0.bn.weight - torch.Size([144]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.0.conv.0.bn.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.0.conv.1.conv.weight - torch.Size([144, 1, 3, 3]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer3.0.conv.1.bn.weight - torch.Size([144]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.0.conv.1.bn.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.0.conv.2.conv.weight - torch.Size([32, 144, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer3.0.conv.2.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.0.conv.2.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.1.conv.0.conv.weight - torch.Size([192, 32, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.1.conv.0.bn.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.1.conv.0.bn.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.1.conv.1.conv.weight - torch.Size([192, 1, 3, 3]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer3.1.conv.1.bn.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.1.conv.1.bn.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.1.conv.2.conv.weight - torch.Size([32, 192, 1, 1]): ConstantInit: val=1, bias=0 backbone.layer3.1.conv.2.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.1.conv.2.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.2.conv.0.conv.weight - torch.Size([192, 32, 1, 1]): ConstantInit: val=1, bias=0 backbone.layer3.2.conv.0.bn.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.2.conv.0.bn.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.2.conv.1.conv.weight - torch.Size([192, 1, 3, 3]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer3.2.conv.1.bn.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.2.conv.1.bn.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.2.conv.2.conv.weight - torch.Size([32, 192, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer3.2.conv.2.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.2.conv.2.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.0.conv.0.conv.weight - torch.Size([192, 32, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer4.0.conv.0.bn.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.0.conv.0.bn.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.0.conv.1.conv.weight - torch.Size([192, 1, 3, 3]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer4.0.conv.1.bn.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.0.conv.1.bn.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.0.conv.2.conv.weight - torch.Size([64, 192, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer4.0.conv.2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.0.conv.2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.1.conv.0.conv.weight - torch.Size([384, 64, 1, 1]): ConstantInit: val=1, bias=0 backbone.layer4.1.conv.0.bn.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.1.conv.0.bn.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.1.conv.1.conv.weight - torch.Size([384, 1, 3, 3]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer4.1.conv.1.bn.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.1.conv.1.bn.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.1.conv.2.conv.weight - torch.Size([64, 384, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer4.1.conv.2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.1.conv.2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.2.conv.0.conv.weight - torch.Size([384, 64, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer4.2.conv.0.bn.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.2.conv.0.bn.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.2.conv.1.conv.weight - torch.Size([384, 1, 3, 3]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer4.2.conv.1.bn.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.2.conv.1.bn.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.2.conv.2.conv.weight - torch.Size([64, 384, 1, 1]): ConstantInit: val=1, bias=0 backbone.layer4.2.conv.2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.2.conv.2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.3.conv.0.conv.weight - torch.Size([384, 64, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer4.3.conv.0.bn.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.3.conv.0.bn.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.3.conv.1.conv.weight - torch.Size([384, 1, 3, 3]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer4.3.conv.1.bn.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.3.conv.1.bn.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.3.conv.2.conv.weight - torch.Size([64, 384, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer4.3.conv.2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.3.conv.2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer5.0.conv.0.conv.weight - torch.Size([384, 64, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer5.0.conv.0.bn.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer5.0.conv.0.bn.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer5.0.conv.1.conv.weight - torch.Size([384, 1, 3, 3]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer5.0.conv.1.bn.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer5.0.conv.1.bn.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer5.0.conv.2.conv.weight - torch.Size([96, 384, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer5.0.conv.2.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer5.0.conv.2.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer5.1.conv.0.conv.weight - torch.Size([576, 96, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer5.1.conv.0.bn.weight - torch.Size([576]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer5.1.conv.0.bn.bias - torch.Size([576]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer5.1.conv.1.conv.weight - torch.Size([576, 1, 3, 3]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer5.1.conv.1.bn.weight - torch.Size([576]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer5.1.conv.1.bn.bias - torch.Size([576]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer5.1.conv.2.conv.weight - torch.Size([96, 576, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer5.1.conv.2.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer5.1.conv.2.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer5.2.conv.0.conv.weight - torch.Size([576, 96, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer5.2.conv.0.bn.weight - torch.Size([576]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer5.2.conv.0.bn.bias - torch.Size([576]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer5.2.conv.1.conv.weight - torch.Size([576, 1, 3, 3]): ConstantInit: val=1, bias=0 backbone.layer5.2.conv.1.bn.weight - torch.Size([576]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer5.2.conv.1.bn.bias - torch.Size([576]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer5.2.conv.2.conv.weight - torch.Size([96, 576, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer5.2.conv.2.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer5.2.conv.2.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer6.0.conv.0.conv.weight - torch.Size([576, 96, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer6.0.conv.0.bn.weight - torch.Size([576]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer6.0.conv.0.bn.bias - torch.Size([576]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer6.0.conv.1.conv.weight - torch.Size([576, 1, 3, 3]): ConstantInit: val=1, bias=0 backbone.layer6.0.conv.1.bn.weight - torch.Size([576]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer6.0.conv.1.bn.bias - torch.Size([576]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer6.0.conv.2.conv.weight - torch.Size([160, 576, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer6.0.conv.2.bn.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer6.0.conv.2.bn.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer6.1.conv.0.conv.weight - torch.Size([960, 160, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer6.1.conv.0.bn.weight - torch.Size([960]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer6.1.conv.0.bn.bias - torch.Size([960]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer6.1.conv.1.conv.weight - torch.Size([960, 1, 3, 3]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer6.1.conv.1.bn.weight - torch.Size([960]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer6.1.conv.1.bn.bias - torch.Size([960]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer6.1.conv.2.conv.weight - torch.Size([160, 960, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer6.1.conv.2.bn.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer6.1.conv.2.bn.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer6.2.conv.0.conv.weight - torch.Size([960, 160, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer6.2.conv.0.bn.weight - torch.Size([960]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer6.2.conv.0.bn.bias - torch.Size([960]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer6.2.conv.1.conv.weight - torch.Size([960, 1, 3, 3]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer6.2.conv.1.bn.weight - torch.Size([960]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer6.2.conv.1.bn.bias - torch.Size([960]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer6.2.conv.2.conv.weight - torch.Size([160, 960, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer6.2.conv.2.bn.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer6.2.conv.2.bn.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer7.0.conv.0.conv.weight - torch.Size([960, 160, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer7.0.conv.0.bn.weight - torch.Size([960]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer7.0.conv.0.bn.bias - torch.Size([960]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer7.0.conv.1.conv.weight - torch.Size([960, 1, 3, 3]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer7.0.conv.1.bn.weight - torch.Size([960]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer7.0.conv.1.bn.bias - torch.Size([960]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer7.0.conv.2.conv.weight - torch.Size([320, 960, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.layer7.0.conv.2.bn.weight - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer7.0.conv.2.bn.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.conv2.conv.weight - torch.Size([1280, 320, 1, 1]): Initialized by user-defined `init_weights` in MobileNetV2 backbone.conv2.bn.weight - torch.Size([1280]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.conv2.bn.bias - torch.Size([1280]): The value is the same before and after calling `init_weights` of ImageClassifier head.fc.weight - torch.Size([1000, 1280]): NormalInit: mean=0, std=0.01, bias=0 head.fc.bias - torch.Size([1000]): NormalInit: mean=0, std=0.01, bias=0 2023/03/24 08:16:59 - mmengine - WARNING - "FileClient" will be deprecated in future. Please use io functions in https://mmengine.readthedocs.io/en/latest/api/fileio.html#file-io 2023/03/24 08:16:59 - mmengine - WARNING - "HardDiskBackend" is the alias of "LocalBackend" and the former will be deprecated in future. 2023/03/24 08:16:59 - mmengine - INFO - Checkpoints will be saved to /home/openmmlab/mmcv_2x/mmclassification/work_dirs/mobilenet-v2_8xb32_in1k. 2023/03/24 08:18:13 - mmengine - INFO - Epoch(train) [1][ 100/5005] lr: 4.5000e-02 eta: 12 days, 23:54:08 time: 0.1795 data_time: 0.0015 loss: 6.8271 2023/03/24 08:18:31 - mmengine - INFO - Epoch(train) [1][ 200/5005] lr: 4.5000e-02 eta: 8 days, 1:47:04 time: 0.1818 data_time: 0.0017 loss: 6.5631 2023/03/24 08:18:50 - mmengine - INFO - Epoch(train) [1][ 300/5005] lr: 4.5000e-02 eta: 6 days, 10:21:16 time: 0.1816 data_time: 0.0017 loss: 6.3286 2023/03/24 08:19:08 - mmengine - INFO - Epoch(train) [1][ 400/5005] lr: 4.5000e-02 eta: 5 days, 14:52:38 time: 0.1799 data_time: 0.0018 loss: 6.2501 2023/03/24 08:19:27 - mmengine - INFO - Epoch(train) [1][ 500/5005] lr: 4.5000e-02 eta: 5 days, 3:51:07 time: 0.1797 data_time: 0.0018 loss: 6.0647 2023/03/24 08:19:45 - mmengine - INFO - Epoch(train) [1][ 600/5005] lr: 4.5000e-02 eta: 4 days, 19:45:55 time: 0.1792 data_time: 0.0017 loss: 6.0286 2023/03/24 08:20:03 - mmengine - INFO - Epoch(train) [1][ 700/5005] lr: 4.5000e-02 eta: 4 days, 13:57:45 time: 0.1800 data_time: 0.0018 loss: 5.6603 2023/03/24 08:20:21 - mmengine - INFO - Epoch(train) [1][ 800/5005] lr: 4.5000e-02 eta: 4 days, 9:36:31 time: 0.1812 data_time: 0.0018 loss: 5.7310 2023/03/24 08:20:39 - mmengine - INFO - Epoch(train) [1][ 900/5005] lr: 4.5000e-02 eta: 4 days, 6:12:29 time: 0.1798 data_time: 0.0018 loss: 5.7655 2023/03/24 08:20:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 08:20:57 - mmengine - INFO - Epoch(train) [1][1000/5005] lr: 4.5000e-02 eta: 4 days, 3:30:58 time: 0.1803 data_time: 0.0018 loss: 5.6902 2023/03/24 08:21:16 - mmengine - INFO - Epoch(train) [1][1100/5005] lr: 4.5000e-02 eta: 4 days, 1:24:34 time: 0.1805 data_time: 0.0018 loss: 5.6072 2023/03/24 08:21:34 - mmengine - INFO - Epoch(train) [1][1200/5005] lr: 4.5000e-02 eta: 3 days, 23:34:56 time: 0.1806 data_time: 0.0017 loss: 5.5543 2023/03/24 08:21:53 - mmengine - INFO - Epoch(train) [1][1300/5005] lr: 4.5000e-02 eta: 3 days, 22:14:44 time: 0.2008 data_time: 0.0017 loss: 5.4191 2023/03/24 08:22:11 - mmengine - INFO - Epoch(train) [1][1400/5005] lr: 4.5000e-02 eta: 3 days, 20:57:50 time: 0.1803 data_time: 0.0018 loss: 5.4607 2023/03/24 08:22:29 - mmengine - INFO - Epoch(train) [1][1500/5005] lr: 4.5000e-02 eta: 3 days, 19:47:31 time: 0.1797 data_time: 0.0017 loss: 5.3194 2023/03/24 08:22:47 - mmengine - INFO - Epoch(train) [1][1600/5005] lr: 4.5000e-02 eta: 3 days, 18:44:51 time: 0.1794 data_time: 0.0018 loss: 5.2928 2023/03/24 08:23:05 - mmengine - INFO - Epoch(train) [1][1700/5005] lr: 4.5000e-02 eta: 3 days, 17:50:08 time: 0.1826 data_time: 0.0018 loss: 5.2842 2023/03/24 08:23:23 - mmengine - INFO - Epoch(train) [1][1800/5005] lr: 4.5000e-02 eta: 3 days, 17:03:04 time: 0.1808 data_time: 0.0019 loss: 5.1625 2023/03/24 08:23:41 - mmengine - INFO - Epoch(train) [1][1900/5005] lr: 4.5000e-02 eta: 3 days, 16:19:42 time: 0.1808 data_time: 0.0018 loss: 5.2019 2023/03/24 08:24:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 08:24:00 - mmengine - INFO - Epoch(train) [1][2000/5005] lr: 4.5000e-02 eta: 3 days, 15:39:35 time: 0.1790 data_time: 0.0018 loss: 5.0086 2023/03/24 08:24:18 - mmengine - INFO - Epoch(train) [1][2100/5005] lr: 4.5000e-02 eta: 3 days, 15:12:02 time: 0.1804 data_time: 0.0018 loss: 4.8631 2023/03/24 08:24:37 - mmengine - INFO - Epoch(train) [1][2200/5005] lr: 4.5000e-02 eta: 3 days, 14:43:11 time: 0.1797 data_time: 0.0018 loss: 4.8764 2023/03/24 08:24:55 - mmengine - INFO - Epoch(train) [1][2300/5005] lr: 4.5000e-02 eta: 3 days, 14:15:55 time: 0.1813 data_time: 0.0018 loss: 4.9343 2023/03/24 08:25:13 - mmengine - INFO - Epoch(train) [1][2400/5005] lr: 4.5000e-02 eta: 3 days, 13:48:29 time: 0.1808 data_time: 0.0018 loss: 4.7868 2023/03/24 08:25:31 - mmengine - INFO - Epoch(train) [1][2500/5005] lr: 4.5000e-02 eta: 3 days, 13:24:54 time: 0.1792 data_time: 0.0018 loss: 4.9025 2023/03/24 08:25:50 - mmengine - INFO - Epoch(train) [1][2600/5005] lr: 4.5000e-02 eta: 3 days, 13:01:32 time: 0.1797 data_time: 0.0018 loss: 4.7890 2023/03/24 08:26:08 - mmengine - INFO - Epoch(train) [1][2700/5005] lr: 4.5000e-02 eta: 3 days, 12:38:48 time: 0.1804 data_time: 0.0018 loss: 4.5297 2023/03/24 08:26:26 - mmengine - INFO - Epoch(train) [1][2800/5005] lr: 4.5000e-02 eta: 3 days, 12:17:42 time: 0.1797 data_time: 0.0017 loss: 4.6029 2023/03/24 08:26:44 - mmengine - INFO - Epoch(train) [1][2900/5005] lr: 4.5000e-02 eta: 3 days, 12:01:46 time: 0.1830 data_time: 0.0018 loss: 4.5619 2023/03/24 08:27:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 08:27:02 - mmengine - INFO - Epoch(train) [1][3000/5005] lr: 4.5000e-02 eta: 3 days, 11:46:43 time: 0.1798 data_time: 0.0018 loss: 4.5820 2023/03/24 08:27:21 - mmengine - INFO - Epoch(train) [1][3100/5005] lr: 4.5000e-02 eta: 3 days, 11:33:13 time: 0.1932 data_time: 0.0017 loss: 4.6600 2023/03/24 08:27:39 - mmengine - INFO - Epoch(train) [1][3200/5005] lr: 4.5000e-02 eta: 3 days, 11:19:18 time: 0.1821 data_time: 0.0018 loss: 4.3759 2023/03/24 08:27:57 - mmengine - INFO - Epoch(train) [1][3300/5005] lr: 4.5000e-02 eta: 3 days, 11:03:53 time: 0.1797 data_time: 0.0018 loss: 4.5669 2023/03/24 08:28:15 - mmengine - INFO - Epoch(train) [1][3400/5005] lr: 4.5000e-02 eta: 3 days, 10:49:51 time: 0.1813 data_time: 0.0018 loss: 4.5491 2023/03/24 08:28:34 - mmengine - INFO - Epoch(train) [1][3500/5005] lr: 4.5000e-02 eta: 3 days, 10:36:55 time: 0.1805 data_time: 0.0018 loss: 4.6513 2023/03/24 08:28:52 - mmengine - INFO - Epoch(train) [1][3600/5005] lr: 4.5000e-02 eta: 3 days, 10:24:10 time: 0.1814 data_time: 0.0017 loss: 4.3459 2023/03/24 08:29:10 - mmengine - INFO - Epoch(train) [1][3700/5005] lr: 4.5000e-02 eta: 3 days, 10:15:53 time: 0.1963 data_time: 0.0017 loss: 4.3330 2023/03/24 08:29:29 - mmengine - INFO - Epoch(train) [1][3800/5005] lr: 4.5000e-02 eta: 3 days, 10:06:30 time: 0.1910 data_time: 0.0018 loss: 4.3542 2023/03/24 08:29:47 - mmengine - INFO - Epoch(train) [1][3900/5005] lr: 4.5000e-02 eta: 3 days, 9:58:10 time: 0.1816 data_time: 0.0017 loss: 4.4139 2023/03/24 08:30:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 08:30:06 - mmengine - INFO - Epoch(train) [1][4000/5005] lr: 4.5000e-02 eta: 3 days, 9:49:26 time: 0.1790 data_time: 0.0018 loss: 4.1558 2023/03/24 08:30:24 - mmengine - INFO - Epoch(train) [1][4100/5005] lr: 4.5000e-02 eta: 3 days, 9:39:21 time: 0.1794 data_time: 0.0019 loss: 4.2362 2023/03/24 08:30:42 - mmengine - INFO - Epoch(train) [1][4200/5005] lr: 4.5000e-02 eta: 3 days, 9:30:22 time: 0.1819 data_time: 0.0018 loss: 4.1220 2023/03/24 08:31:00 - mmengine - INFO - Epoch(train) [1][4300/5005] lr: 4.5000e-02 eta: 3 days, 9:21:21 time: 0.1777 data_time: 0.0017 loss: 4.1942 2023/03/24 08:31:18 - mmengine - INFO - Epoch(train) [1][4400/5005] lr: 4.5000e-02 eta: 3 days, 9:13:59 time: 0.1804 data_time: 0.0017 loss: 4.4586 2023/03/24 08:31:37 - mmengine - INFO - Epoch(train) [1][4500/5005] lr: 4.5000e-02 eta: 3 days, 9:08:27 time: 0.2006 data_time: 0.0018 loss: 4.3678 2023/03/24 08:31:55 - mmengine - INFO - Epoch(train) [1][4600/5005] lr: 4.5000e-02 eta: 3 days, 9:01:14 time: 0.1796 data_time: 0.0018 loss: 4.3212 2023/03/24 08:32:13 - mmengine - INFO - Epoch(train) [1][4700/5005] lr: 4.5000e-02 eta: 3 days, 8:53:18 time: 0.1806 data_time: 0.0018 loss: 4.0881 2023/03/24 08:32:31 - mmengine - INFO - Epoch(train) [1][4800/5005] lr: 4.5000e-02 eta: 3 days, 8:46:49 time: 0.1820 data_time: 0.0018 loss: 4.2862 2023/03/24 08:32:50 - mmengine - INFO - Epoch(train) [1][4900/5005] lr: 4.5000e-02 eta: 3 days, 8:40:20 time: 0.1792 data_time: 0.0017 loss: 4.2058 2023/03/24 08:33:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 08:33:08 - mmengine - INFO - Epoch(train) [1][5000/5005] lr: 4.5000e-02 eta: 3 days, 8:32:50 time: 0.1763 data_time: 0.0036 loss: 3.9762 2023/03/24 08:33:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 08:33:27 - mmengine - INFO - Saving checkpoint at 1 epochs 2023/03/24 08:33:43 - mmengine - INFO - Epoch(val) [1][100/196] eta: 0:00:15 time: 0.0682 data_time: 0.0273 2023/03/24 08:34:14 - mmengine - INFO - Epoch(val) [1][196/196] accuracy/top1: 23.6080 accuracy/top5: 47.5940data_time: 0.0690 time: 0.1042 2023/03/24 08:34:33 - mmengine - INFO - Epoch(train) [2][ 100/5005] lr: 4.4100e-02 eta: 3 days, 9:55:58 time: 0.1768 data_time: 0.0016 loss: 4.1471 2023/03/24 08:34:51 - mmengine - INFO - Epoch(train) [2][ 200/5005] lr: 4.4100e-02 eta: 3 days, 9:45:54 time: 0.1749 data_time: 0.0016 loss: 4.1890 2023/03/24 08:35:09 - mmengine - INFO - Epoch(train) [2][ 300/5005] lr: 4.4100e-02 eta: 3 days, 9:36:25 time: 0.1743 data_time: 0.0016 loss: 4.1421 2023/03/24 08:35:26 - mmengine - INFO - Epoch(train) [2][ 400/5005] lr: 4.4100e-02 eta: 3 days, 9:28:02 time: 0.1762 data_time: 0.0016 loss: 4.0344 2023/03/24 08:35:44 - mmengine - INFO - Epoch(train) [2][ 500/5005] lr: 4.4100e-02 eta: 3 days, 9:18:23 time: 0.1778 data_time: 0.0016 loss: 4.1257 2023/03/24 08:36:02 - mmengine - INFO - Epoch(train) [2][ 600/5005] lr: 4.4100e-02 eta: 3 days, 9:09:46 time: 0.1764 data_time: 0.0016 loss: 4.1124 2023/03/24 08:36:19 - mmengine - INFO - Epoch(train) [2][ 700/5005] lr: 4.4100e-02 eta: 3 days, 9:01:31 time: 0.1745 data_time: 0.0016 loss: 4.0055 2023/03/24 08:36:37 - mmengine - INFO - Epoch(train) [2][ 800/5005] lr: 4.4100e-02 eta: 3 days, 8:54:04 time: 0.1761 data_time: 0.0016 loss: 3.8793 2023/03/24 08:36:55 - mmengine - INFO - Epoch(train) [2][ 900/5005] lr: 4.4100e-02 eta: 3 days, 8:46:43 time: 0.1741 data_time: 0.0016 loss: 3.6994 2023/03/24 08:37:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 08:37:13 - mmengine - INFO - Epoch(train) [2][1000/5005] lr: 4.4100e-02 eta: 3 days, 8:39:11 time: 0.1748 data_time: 0.0017 loss: 3.7765 2023/03/24 08:37:30 - mmengine - INFO - Epoch(train) [2][1100/5005] lr: 4.4100e-02 eta: 3 days, 8:31:46 time: 0.1744 data_time: 0.0016 loss: 3.9929 2023/03/24 08:37:48 - mmengine - INFO - Epoch(train) [2][1200/5005] lr: 4.4100e-02 eta: 3 days, 8:25:21 time: 0.1766 data_time: 0.0016 loss: 3.6652 2023/03/24 08:38:06 - mmengine - INFO - Epoch(train) [2][1300/5005] lr: 4.4100e-02 eta: 3 days, 8:18:09 time: 0.1754 data_time: 0.0016 loss: 3.9493 2023/03/24 08:38:24 - mmengine - INFO - Epoch(train) [2][1400/5005] lr: 4.4100e-02 eta: 3 days, 8:11:49 time: 0.1910 data_time: 0.0016 loss: 3.8742 2023/03/24 08:38:42 - mmengine - INFO - Epoch(train) [2][1500/5005] lr: 4.4100e-02 eta: 3 days, 8:06:30 time: 0.1754 data_time: 0.0016 loss: 3.9212 2023/03/24 08:38:59 - mmengine - INFO - Epoch(train) [2][1600/5005] lr: 4.4100e-02 eta: 3 days, 7:59:41 time: 0.1749 data_time: 0.0016 loss: 3.9620 2023/03/24 08:39:17 - mmengine - INFO - Epoch(train) [2][1700/5005] lr: 4.4100e-02 eta: 3 days, 7:53:04 time: 0.1757 data_time: 0.0016 loss: 3.8449 2023/03/24 08:39:35 - mmengine - INFO - Epoch(train) [2][1800/5005] lr: 4.4100e-02 eta: 3 days, 7:47:25 time: 0.1743 data_time: 0.0016 loss: 3.8099 2023/03/24 08:39:53 - mmengine - INFO - Epoch(train) [2][1900/5005] lr: 4.4100e-02 eta: 3 days, 7:42:11 time: 0.1770 data_time: 0.0016 loss: 3.7573 2023/03/24 08:40:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 08:40:10 - mmengine - INFO - Epoch(train) [2][2000/5005] lr: 4.4100e-02 eta: 3 days, 7:36:07 time: 0.1776 data_time: 0.0017 loss: 3.8357 2023/03/24 08:40:28 - mmengine - INFO - Epoch(train) [2][2100/5005] lr: 4.4100e-02 eta: 3 days, 7:32:30 time: 0.1757 data_time: 0.0016 loss: 3.9626 2023/03/24 08:40:46 - mmengine - INFO - Epoch(train) [2][2200/5005] lr: 4.4100e-02 eta: 3 days, 7:27:24 time: 0.1759 data_time: 0.0016 loss: 3.8365 2023/03/24 08:41:04 - mmengine - INFO - Epoch(train) [2][2300/5005] lr: 4.4100e-02 eta: 3 days, 7:21:44 time: 0.1748 data_time: 0.0016 loss: 3.7602 2023/03/24 08:41:22 - mmengine - INFO - Epoch(train) [2][2400/5005] lr: 4.4100e-02 eta: 3 days, 7:17:11 time: 0.1727 data_time: 0.0017 loss: 3.7091 2023/03/24 08:41:39 - mmengine - INFO - Epoch(train) [2][2500/5005] lr: 4.4100e-02 eta: 3 days, 7:11:51 time: 0.1756 data_time: 0.0016 loss: 3.6290 2023/03/24 08:41:57 - mmengine - INFO - Epoch(train) [2][2600/5005] lr: 4.4100e-02 eta: 3 days, 7:07:32 time: 0.2015 data_time: 0.0017 loss: 3.8558 2023/03/24 08:42:15 - mmengine - INFO - Epoch(train) [2][2700/5005] lr: 4.4100e-02 eta: 3 days, 7:02:26 time: 0.1747 data_time: 0.0016 loss: 3.7783 2023/03/24 08:42:33 - mmengine - INFO - Epoch(train) [2][2800/5005] lr: 4.4100e-02 eta: 3 days, 6:58:17 time: 0.1753 data_time: 0.0016 loss: 3.7202 2023/03/24 08:42:51 - mmengine - INFO - Epoch(train) [2][2900/5005] lr: 4.4100e-02 eta: 3 days, 6:54:32 time: 0.1771 data_time: 0.0018 loss: 3.5099 2023/03/24 08:43:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 08:43:08 - mmengine - INFO - Epoch(train) [2][3000/5005] lr: 4.4100e-02 eta: 3 days, 6:50:30 time: 0.1766 data_time: 0.0016 loss: 3.5709 2023/03/24 08:43:26 - mmengine - INFO - Epoch(train) [2][3100/5005] lr: 4.4100e-02 eta: 3 days, 6:45:49 time: 0.1764 data_time: 0.0016 loss: 3.7250 2023/03/24 08:43:44 - mmengine - INFO - Epoch(train) [2][3200/5005] lr: 4.4100e-02 eta: 3 days, 6:41:20 time: 0.1754 data_time: 0.0016 loss: 3.4687 2023/03/24 08:44:01 - mmengine - INFO - Epoch(train) [2][3300/5005] lr: 4.4100e-02 eta: 3 days, 6:37:41 time: 0.1761 data_time: 0.0016 loss: 3.4570 2023/03/24 08:44:19 - mmengine - INFO - Epoch(train) [2][3400/5005] lr: 4.4100e-02 eta: 3 days, 6:33:23 time: 0.1771 data_time: 0.0016 loss: 3.6065 2023/03/24 08:44:37 - mmengine - INFO - Epoch(train) [2][3500/5005] lr: 4.4100e-02 eta: 3 days, 6:30:35 time: 0.1851 data_time: 0.0016 loss: 3.5441 2023/03/24 08:44:55 - mmengine - INFO - Epoch(train) [2][3600/5005] lr: 4.4100e-02 eta: 3 days, 6:27:09 time: 0.1921 data_time: 0.0016 loss: 3.8713 2023/03/24 08:45:13 - mmengine - INFO - Epoch(train) [2][3700/5005] lr: 4.4100e-02 eta: 3 days, 6:22:58 time: 0.1748 data_time: 0.0016 loss: 3.5884 2023/03/24 08:45:31 - mmengine - INFO - Epoch(train) [2][3800/5005] lr: 4.4100e-02 eta: 3 days, 6:19:54 time: 0.1749 data_time: 0.0016 loss: 3.6617 2023/03/24 08:45:48 - mmengine - INFO - Epoch(train) [2][3900/5005] lr: 4.4100e-02 eta: 3 days, 6:15:49 time: 0.1742 data_time: 0.0016 loss: 3.7484 2023/03/24 08:46:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 08:46:06 - mmengine - INFO - Epoch(train) [2][4000/5005] lr: 4.4100e-02 eta: 3 days, 6:11:47 time: 0.1744 data_time: 0.0016 loss: 3.6280 2023/03/24 08:46:23 - mmengine - INFO - Epoch(train) [2][4100/5005] lr: 4.4100e-02 eta: 3 days, 6:07:57 time: 0.1750 data_time: 0.0017 loss: 3.6562 2023/03/24 08:46:41 - mmengine - INFO - Epoch(train) [2][4200/5005] lr: 4.4100e-02 eta: 3 days, 6:05:12 time: 0.1739 data_time: 0.0016 loss: 3.6161 2023/03/24 08:46:59 - mmengine - INFO - Epoch(train) [2][4300/5005] lr: 4.4100e-02 eta: 3 days, 6:01:57 time: 0.1753 data_time: 0.0016 loss: 3.5260 2023/03/24 08:47:17 - mmengine - INFO - Epoch(train) [2][4400/5005] lr: 4.4100e-02 eta: 3 days, 5:59:52 time: 0.1765 data_time: 0.0016 loss: 3.6230 2023/03/24 08:47:35 - mmengine - INFO - Epoch(train) [2][4500/5005] lr: 4.4100e-02 eta: 3 days, 5:56:49 time: 0.1765 data_time: 0.0016 loss: 3.3052 2023/03/24 08:47:53 - mmengine - INFO - Epoch(train) [2][4600/5005] lr: 4.4100e-02 eta: 3 days, 5:53:48 time: 0.1799 data_time: 0.0016 loss: 3.6097 2023/03/24 08:48:10 - mmengine - INFO - Epoch(train) [2][4700/5005] lr: 4.4100e-02 eta: 3 days, 5:50:51 time: 0.1749 data_time: 0.0016 loss: 3.6653 2023/03/24 08:48:28 - mmengine - INFO - Epoch(train) [2][4800/5005] lr: 4.4100e-02 eta: 3 days, 5:47:30 time: 0.1767 data_time: 0.0016 loss: 3.4643 2023/03/24 08:48:46 - mmengine - INFO - Epoch(train) [2][4900/5005] lr: 4.4100e-02 eta: 3 days, 5:44:30 time: 0.1859 data_time: 0.0016 loss: 3.5241 2023/03/24 08:49:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 08:49:03 - mmengine - INFO - Epoch(train) [2][5000/5005] lr: 4.4100e-02 eta: 3 days, 5:41:36 time: 0.1729 data_time: 0.0023 loss: 3.4668 2023/03/24 08:49:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 08:49:05 - mmengine - INFO - Saving checkpoint at 2 epochs 2023/03/24 08:49:12 - mmengine - INFO - Epoch(val) [2][100/196] eta: 0:00:06 time: 0.0585 data_time: 0.0198 2023/03/24 08:49:42 - mmengine - INFO - Epoch(val) [2][196/196] accuracy/top1: 34.1280 accuracy/top5: 59.9900data_time: 0.0588 time: 0.0976 2023/03/24 08:50:00 - mmengine - INFO - Epoch(train) [3][ 100/5005] lr: 4.3218e-02 eta: 3 days, 5:41:06 time: 0.1774 data_time: 0.0017 loss: 3.2534 2023/03/24 08:50:18 - mmengine - INFO - Epoch(train) [3][ 200/5005] lr: 4.3218e-02 eta: 3 days, 5:38:02 time: 0.1754 data_time: 0.0016 loss: 3.5688 2023/03/24 08:50:36 - mmengine - INFO - Epoch(train) [3][ 300/5005] lr: 4.3218e-02 eta: 3 days, 5:35:06 time: 0.1751 data_time: 0.0016 loss: 3.6474 2023/03/24 08:50:54 - mmengine - INFO - Epoch(train) [3][ 400/5005] lr: 4.3218e-02 eta: 3 days, 5:32:47 time: 0.1769 data_time: 0.0016 loss: 3.4628 2023/03/24 08:51:11 - mmengine - INFO - Epoch(train) [3][ 500/5005] lr: 4.3218e-02 eta: 3 days, 5:29:49 time: 0.1761 data_time: 0.0017 loss: 3.5410 2023/03/24 08:51:29 - mmengine - INFO - Epoch(train) [3][ 600/5005] lr: 4.3218e-02 eta: 3 days, 5:27:19 time: 0.1747 data_time: 0.0016 loss: 3.6022 2023/03/24 08:51:47 - mmengine - INFO - Epoch(train) [3][ 700/5005] lr: 4.3218e-02 eta: 3 days, 5:24:24 time: 0.1762 data_time: 0.0016 loss: 3.2675 2023/03/24 08:52:04 - mmengine - INFO - Epoch(train) [3][ 800/5005] lr: 4.3218e-02 eta: 3 days, 5:21:31 time: 0.1756 data_time: 0.0016 loss: 3.4899 2023/03/24 08:52:22 - mmengine - INFO - Epoch(train) [3][ 900/5005] lr: 4.3218e-02 eta: 3 days, 5:19:27 time: 0.1760 data_time: 0.0016 loss: 3.3727 2023/03/24 08:52:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 08:52:40 - mmengine - INFO - Epoch(train) [3][1000/5005] lr: 4.3218e-02 eta: 3 days, 5:17:06 time: 0.1760 data_time: 0.0016 loss: 3.3371 2023/03/24 08:52:58 - mmengine - INFO - Epoch(train) [3][1100/5005] lr: 4.3218e-02 eta: 3 days, 5:15:18 time: 0.1753 data_time: 0.0016 loss: 3.3457 2023/03/24 08:53:16 - mmengine - INFO - Epoch(train) [3][1200/5005] lr: 4.3218e-02 eta: 3 days, 5:13:05 time: 0.1728 data_time: 0.0016 loss: 3.3200 2023/03/24 08:53:34 - mmengine - INFO - Epoch(train) [3][1300/5005] lr: 4.3218e-02 eta: 3 days, 5:10:55 time: 0.1739 data_time: 0.0016 loss: 3.3700 2023/03/24 08:53:51 - mmengine - INFO - Epoch(train) [3][1400/5005] lr: 4.3218e-02 eta: 3 days, 5:08:49 time: 0.1762 data_time: 0.0016 loss: 3.2987 2023/03/24 08:54:09 - mmengine - INFO - Epoch(train) [3][1500/5005] lr: 4.3218e-02 eta: 3 days, 5:06:14 time: 0.1754 data_time: 0.0016 loss: 3.1135 2023/03/24 08:54:27 - mmengine - INFO - Epoch(train) [3][1600/5005] lr: 4.3218e-02 eta: 3 days, 5:04:10 time: 0.1926 data_time: 0.0016 loss: 3.4965 2023/03/24 08:54:45 - mmengine - INFO - Epoch(train) [3][1700/5005] lr: 4.3218e-02 eta: 3 days, 5:02:22 time: 0.1769 data_time: 0.0016 loss: 3.1113 2023/03/24 08:55:02 - mmengine - INFO - Epoch(train) [3][1800/5005] lr: 4.3218e-02 eta: 3 days, 4:59:53 time: 0.1765 data_time: 0.0016 loss: 3.1692 2023/03/24 08:55:20 - mmengine - INFO - Epoch(train) [3][1900/5005] lr: 4.3218e-02 eta: 3 days, 4:57:49 time: 0.1785 data_time: 0.0016 loss: 3.2284 2023/03/24 08:55:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 08:55:38 - mmengine - INFO - Epoch(train) [3][2000/5005] lr: 4.3218e-02 eta: 3 days, 4:55:48 time: 0.1739 data_time: 0.0016 loss: 3.3444 2023/03/24 08:55:56 - mmengine - INFO - Epoch(train) [3][2100/5005] lr: 4.3218e-02 eta: 3 days, 4:54:18 time: 0.1769 data_time: 0.0017 loss: 3.3343 2023/03/24 08:56:14 - mmengine - INFO - Epoch(train) [3][2200/5005] lr: 4.3218e-02 eta: 3 days, 4:52:16 time: 0.1925 data_time: 0.0016 loss: 3.3338 2023/03/24 08:56:31 - mmengine - INFO - Epoch(train) [3][2300/5005] lr: 4.3218e-02 eta: 3 days, 4:50:21 time: 0.1741 data_time: 0.0016 loss: 3.5923 2023/03/24 08:56:49 - mmengine - INFO - Epoch(train) [3][2400/5005] lr: 4.3218e-02 eta: 3 days, 4:48:16 time: 0.1765 data_time: 0.0016 loss: 3.1450 2023/03/24 08:57:07 - mmengine - INFO - Epoch(train) [3][2500/5005] lr: 4.3218e-02 eta: 3 days, 4:46:16 time: 0.1756 data_time: 0.0016 loss: 3.4376 2023/03/24 08:57:25 - mmengine - INFO - Epoch(train) [3][2600/5005] lr: 4.3218e-02 eta: 3 days, 4:44:03 time: 0.1768 data_time: 0.0016 loss: 3.3849 2023/03/24 08:57:42 - mmengine - INFO - Epoch(train) [3][2700/5005] lr: 4.3218e-02 eta: 3 days, 4:41:54 time: 0.1764 data_time: 0.0016 loss: 3.2456 2023/03/24 08:58:00 - mmengine - INFO - Epoch(train) [3][2800/5005] lr: 4.3218e-02 eta: 3 days, 4:39:57 time: 0.1764 data_time: 0.0017 loss: 3.2083 2023/03/24 08:58:18 - mmengine - INFO - Epoch(train) [3][2900/5005] lr: 4.3218e-02 eta: 3 days, 4:38:29 time: 0.2004 data_time: 0.0016 loss: 3.1270 2023/03/24 08:58:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 08:58:36 - mmengine - INFO - Epoch(train) [3][3000/5005] lr: 4.3218e-02 eta: 3 days, 4:37:10 time: 0.1755 data_time: 0.0016 loss: 3.4701 2023/03/24 08:58:54 - mmengine - INFO - Epoch(train) [3][3100/5005] lr: 4.3218e-02 eta: 3 days, 4:35:49 time: 0.1779 data_time: 0.0016 loss: 3.1127 2023/03/24 08:59:11 - mmengine - INFO - Epoch(train) [3][3200/5005] lr: 4.3218e-02 eta: 3 days, 4:33:53 time: 0.1824 data_time: 0.0016 loss: 3.2313 2023/03/24 08:59:29 - mmengine - INFO - Epoch(train) [3][3300/5005] lr: 4.3218e-02 eta: 3 days, 4:31:54 time: 0.1757 data_time: 0.0016 loss: 3.1584 2023/03/24 08:59:47 - mmengine - INFO - Epoch(train) [3][3400/5005] lr: 4.3218e-02 eta: 3 days, 4:30:08 time: 0.1757 data_time: 0.0016 loss: 3.4748 2023/03/24 09:00:04 - mmengine - INFO - Epoch(train) [3][3500/5005] lr: 4.3218e-02 eta: 3 days, 4:28:14 time: 0.1782 data_time: 0.0016 loss: 3.1810 2023/03/24 09:00:22 - mmengine - INFO - Epoch(train) [3][3600/5005] lr: 4.3218e-02 eta: 3 days, 4:26:50 time: 0.1933 data_time: 0.0016 loss: 3.1150 2023/03/24 09:00:40 - mmengine - INFO - Epoch(train) [3][3700/5005] lr: 4.3218e-02 eta: 3 days, 4:24:58 time: 0.1769 data_time: 0.0016 loss: 3.1219 2023/03/24 09:00:58 - mmengine - INFO - Epoch(train) [3][3800/5005] lr: 4.3218e-02 eta: 3 days, 4:24:12 time: 0.1761 data_time: 0.0016 loss: 3.3451 2023/03/24 09:01:16 - mmengine - INFO - Epoch(train) [3][3900/5005] lr: 4.3218e-02 eta: 3 days, 4:22:59 time: 0.1762 data_time: 0.0016 loss: 3.3541 2023/03/24 09:01:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:01:34 - mmengine - INFO - Epoch(train) [3][4000/5005] lr: 4.3218e-02 eta: 3 days, 4:21:03 time: 0.1741 data_time: 0.0017 loss: 3.1042 2023/03/24 09:01:52 - mmengine - INFO - Epoch(train) [3][4100/5005] lr: 4.3218e-02 eta: 3 days, 4:19:30 time: 0.1901 data_time: 0.0016 loss: 3.0723 2023/03/24 09:02:09 - mmengine - INFO - Epoch(train) [3][4200/5005] lr: 4.3218e-02 eta: 3 days, 4:17:40 time: 0.1759 data_time: 0.0016 loss: 3.0097 2023/03/24 09:02:27 - mmengine - INFO - Epoch(train) [3][4300/5005] lr: 4.3218e-02 eta: 3 days, 4:16:14 time: 0.1759 data_time: 0.0016 loss: 3.1747 2023/03/24 09:02:45 - mmengine - INFO - Epoch(train) [3][4400/5005] lr: 4.3218e-02 eta: 3 days, 4:14:47 time: 0.1768 data_time: 0.0016 loss: 3.0989 2023/03/24 09:03:03 - mmengine - INFO - Epoch(train) [3][4500/5005] lr: 4.3218e-02 eta: 3 days, 4:13:18 time: 0.1768 data_time: 0.0016 loss: 3.0319 2023/03/24 09:03:20 - mmengine - INFO - Epoch(train) [3][4600/5005] lr: 4.3218e-02 eta: 3 days, 4:11:26 time: 0.1736 data_time: 0.0016 loss: 3.1841 2023/03/24 09:03:38 - mmengine - INFO - Epoch(train) [3][4700/5005] lr: 4.3218e-02 eta: 3 days, 4:10:38 time: 0.1762 data_time: 0.0016 loss: 3.1642 2023/03/24 09:03:56 - mmengine - INFO - Epoch(train) [3][4800/5005] lr: 4.3218e-02 eta: 3 days, 4:09:15 time: 0.1737 data_time: 0.0016 loss: 3.3372 2023/03/24 09:04:14 - mmengine - INFO - Epoch(train) [3][4900/5005] lr: 4.3218e-02 eta: 3 days, 4:07:50 time: 0.1762 data_time: 0.0016 loss: 3.2510 2023/03/24 09:04:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:04:32 - mmengine - INFO - Epoch(train) [3][5000/5005] lr: 4.3218e-02 eta: 3 days, 4:06:02 time: 0.1735 data_time: 0.0024 loss: 3.2220 2023/03/24 09:04:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:04:33 - mmengine - INFO - Saving checkpoint at 3 epochs 2023/03/24 09:04:40 - mmengine - INFO - Epoch(val) [3][100/196] eta: 0:00:06 time: 0.0589 data_time: 0.0194 2023/03/24 09:05:10 - mmengine - INFO - Epoch(val) [3][196/196] accuracy/top1: 39.9680 accuracy/top5: 66.2360data_time: 0.0554 time: 0.0923 2023/03/24 09:05:28 - mmengine - INFO - Epoch(train) [4][ 100/5005] lr: 4.2354e-02 eta: 3 days, 4:06:08 time: 0.1762 data_time: 0.0016 loss: 3.0621 2023/03/24 09:05:46 - mmengine - INFO - Epoch(train) [4][ 200/5005] lr: 4.2354e-02 eta: 3 days, 4:04:46 time: 0.1776 data_time: 0.0016 loss: 3.2068 2023/03/24 09:06:04 - mmengine - INFO - Epoch(train) [4][ 300/5005] lr: 4.2354e-02 eta: 3 days, 4:03:22 time: 0.1769 data_time: 0.0016 loss: 2.8367 2023/03/24 09:06:22 - mmengine - INFO - Epoch(train) [4][ 400/5005] lr: 4.2354e-02 eta: 3 days, 4:01:50 time: 0.1756 data_time: 0.0016 loss: 3.2065 2023/03/24 09:06:39 - mmengine - INFO - Epoch(train) [4][ 500/5005] lr: 4.2354e-02 eta: 3 days, 4:00:12 time: 0.1780 data_time: 0.0016 loss: 3.0369 2023/03/24 09:06:57 - mmengine - INFO - Epoch(train) [4][ 600/5005] lr: 4.2354e-02 eta: 3 days, 3:58:56 time: 0.2038 data_time: 0.0017 loss: 3.0638 2023/03/24 09:07:15 - mmengine - INFO - Epoch(train) [4][ 700/5005] lr: 4.2354e-02 eta: 3 days, 3:58:09 time: 0.1755 data_time: 0.0016 loss: 3.0426 2023/03/24 09:07:33 - mmengine - INFO - Epoch(train) [4][ 800/5005] lr: 4.2354e-02 eta: 3 days, 3:56:41 time: 0.1745 data_time: 0.0016 loss: 3.0283 2023/03/24 09:07:51 - mmengine - INFO - Epoch(train) [4][ 900/5005] lr: 4.2354e-02 eta: 3 days, 3:55:17 time: 0.1751 data_time: 0.0016 loss: 2.9928 2023/03/24 09:08:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:08:09 - mmengine - INFO - Epoch(train) [4][1000/5005] lr: 4.2354e-02 eta: 3 days, 3:54:11 time: 0.1853 data_time: 0.0016 loss: 3.1227 2023/03/24 09:08:26 - mmengine - INFO - Epoch(train) [4][1100/5005] lr: 4.2354e-02 eta: 3 days, 3:52:37 time: 0.1757 data_time: 0.0016 loss: 3.2076 2023/03/24 09:08:44 - mmengine - INFO - Epoch(train) [4][1200/5005] lr: 4.2354e-02 eta: 3 days, 3:51:04 time: 0.1765 data_time: 0.0016 loss: 3.0047 2023/03/24 09:09:01 - mmengine - INFO - Epoch(train) [4][1300/5005] lr: 4.2354e-02 eta: 3 days, 3:49:36 time: 0.1783 data_time: 0.0016 loss: 3.0415 2023/03/24 09:09:19 - mmengine - INFO - Epoch(train) [4][1400/5005] lr: 4.2354e-02 eta: 3 days, 3:48:05 time: 0.1764 data_time: 0.0016 loss: 3.0867 2023/03/24 09:09:37 - mmengine - INFO - Epoch(train) [4][1500/5005] lr: 4.2354e-02 eta: 3 days, 3:47:24 time: 0.1761 data_time: 0.0016 loss: 3.1115 2023/03/24 09:09:55 - mmengine - INFO - Epoch(train) [4][1600/5005] lr: 4.2354e-02 eta: 3 days, 3:46:14 time: 0.1758 data_time: 0.0016 loss: 3.0908 2023/03/24 09:10:13 - mmengine - INFO - Epoch(train) [4][1700/5005] lr: 4.2354e-02 eta: 3 days, 3:45:18 time: 0.1774 data_time: 0.0016 loss: 2.9944 2023/03/24 09:10:31 - mmengine - INFO - Epoch(train) [4][1800/5005] lr: 4.2354e-02 eta: 3 days, 3:44:22 time: 0.1918 data_time: 0.0016 loss: 2.7300 2023/03/24 09:10:49 - mmengine - INFO - Epoch(train) [4][1900/5005] lr: 4.2354e-02 eta: 3 days, 3:43:03 time: 0.1770 data_time: 0.0017 loss: 3.0861 2023/03/24 09:11:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:11:06 - mmengine - INFO - Epoch(train) [4][2000/5005] lr: 4.2354e-02 eta: 3 days, 3:41:37 time: 0.1753 data_time: 0.0016 loss: 2.9927 2023/03/24 09:11:24 - mmengine - INFO - Epoch(train) [4][2100/5005] lr: 4.2354e-02 eta: 3 days, 3:40:18 time: 0.1762 data_time: 0.0016 loss: 2.9853 2023/03/24 09:11:42 - mmengine - INFO - Epoch(train) [4][2200/5005] lr: 4.2354e-02 eta: 3 days, 3:39:05 time: 0.1894 data_time: 0.0016 loss: 2.9966 2023/03/24 09:11:59 - mmengine - INFO - Epoch(train) [4][2300/5005] lr: 4.2354e-02 eta: 3 days, 3:37:53 time: 0.1756 data_time: 0.0017 loss: 3.1236 2023/03/24 09:12:18 - mmengine - INFO - Epoch(train) [4][2400/5005] lr: 4.2354e-02 eta: 3 days, 3:37:28 time: 0.1740 data_time: 0.0016 loss: 3.2502 2023/03/24 09:12:35 - mmengine - INFO - Epoch(train) [4][2500/5005] lr: 4.2354e-02 eta: 3 days, 3:36:10 time: 0.1764 data_time: 0.0017 loss: 2.9087 2023/03/24 09:12:53 - mmengine - INFO - Epoch(train) [4][2600/5005] lr: 4.2354e-02 eta: 3 days, 3:35:18 time: 0.1745 data_time: 0.0018 loss: 2.9540 2023/03/24 09:13:11 - mmengine - INFO - Epoch(train) [4][2700/5005] lr: 4.2354e-02 eta: 3 days, 3:34:14 time: 0.1786 data_time: 0.0016 loss: 2.9463 2023/03/24 09:13:29 - mmengine - INFO - Epoch(train) [4][2800/5005] lr: 4.2354e-02 eta: 3 days, 3:32:56 time: 0.1747 data_time: 0.0016 loss: 2.8587 2023/03/24 09:13:46 - mmengine - INFO - Epoch(train) [4][2900/5005] lr: 4.2354e-02 eta: 3 days, 3:31:53 time: 0.1775 data_time: 0.0017 loss: 2.8265 2023/03/24 09:14:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:14:04 - mmengine - INFO - Epoch(train) [4][3000/5005] lr: 4.2354e-02 eta: 3 days, 3:30:49 time: 0.1772 data_time: 0.0017 loss: 2.8862 2023/03/24 09:14:22 - mmengine - INFO - Epoch(train) [4][3100/5005] lr: 4.2354e-02 eta: 3 days, 3:29:34 time: 0.1742 data_time: 0.0016 loss: 2.9158 2023/03/24 09:14:40 - mmengine - INFO - Epoch(train) [4][3200/5005] lr: 4.2354e-02 eta: 3 days, 3:28:40 time: 0.1764 data_time: 0.0016 loss: 2.8807 2023/03/24 09:14:58 - mmengine - INFO - Epoch(train) [4][3300/5005] lr: 4.2354e-02 eta: 3 days, 3:27:47 time: 0.1760 data_time: 0.0017 loss: 3.1413 2023/03/24 09:15:16 - mmengine - INFO - Epoch(train) [4][3400/5005] lr: 4.2354e-02 eta: 3 days, 3:26:55 time: 0.1748 data_time: 0.0016 loss: 2.7955 2023/03/24 09:15:33 - mmengine - INFO - Epoch(train) [4][3500/5005] lr: 4.2354e-02 eta: 3 days, 3:25:51 time: 0.1751 data_time: 0.0016 loss: 2.8041 2023/03/24 09:15:51 - mmengine - INFO - Epoch(train) [4][3600/5005] lr: 4.2354e-02 eta: 3 days, 3:24:46 time: 0.1771 data_time: 0.0016 loss: 3.0116 2023/03/24 09:16:09 - mmengine - INFO - Epoch(train) [4][3700/5005] lr: 4.2354e-02 eta: 3 days, 3:23:35 time: 0.1750 data_time: 0.0016 loss: 3.0058 2023/03/24 09:16:26 - mmengine - INFO - Epoch(train) [4][3800/5005] lr: 4.2354e-02 eta: 3 days, 3:22:10 time: 0.1763 data_time: 0.0016 loss: 2.6769 2023/03/24 09:16:44 - mmengine - INFO - Epoch(train) [4][3900/5005] lr: 4.2354e-02 eta: 3 days, 3:20:56 time: 0.1743 data_time: 0.0017 loss: 3.0807 2023/03/24 09:16:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:17:01 - mmengine - INFO - Epoch(train) [4][4000/5005] lr: 4.2354e-02 eta: 3 days, 3:19:46 time: 0.1752 data_time: 0.0019 loss: 2.9722 2023/03/24 09:17:19 - mmengine - INFO - Epoch(train) [4][4100/5005] lr: 4.2354e-02 eta: 3 days, 3:18:53 time: 0.1746 data_time: 0.0018 loss: 2.8770 2023/03/24 09:17:37 - mmengine - INFO - Epoch(train) [4][4200/5005] lr: 4.2354e-02 eta: 3 days, 3:18:19 time: 0.1874 data_time: 0.0016 loss: 3.0730 2023/03/24 09:17:56 - mmengine - INFO - Epoch(train) [4][4300/5005] lr: 4.2354e-02 eta: 3 days, 3:17:49 time: 0.1758 data_time: 0.0016 loss: 2.8605 2023/03/24 09:18:13 - mmengine - INFO - Epoch(train) [4][4400/5005] lr: 4.2354e-02 eta: 3 days, 3:16:47 time: 0.1759 data_time: 0.0016 loss: 2.7224 2023/03/24 09:18:31 - mmengine - INFO - Epoch(train) [4][4500/5005] lr: 4.2354e-02 eta: 3 days, 3:15:35 time: 0.1754 data_time: 0.0017 loss: 3.0450 2023/03/24 09:18:48 - mmengine - INFO - Epoch(train) [4][4600/5005] lr: 4.2354e-02 eta: 3 days, 3:14:26 time: 0.1766 data_time: 0.0016 loss: 2.7929 2023/03/24 09:19:06 - mmengine - INFO - Epoch(train) [4][4700/5005] lr: 4.2354e-02 eta: 3 days, 3:13:17 time: 0.1755 data_time: 0.0017 loss: 3.0507 2023/03/24 09:19:24 - mmengine - INFO - Epoch(train) [4][4800/5005] lr: 4.2354e-02 eta: 3 days, 3:12:11 time: 0.1745 data_time: 0.0016 loss: 3.2506 2023/03/24 09:19:42 - mmengine - INFO - Epoch(train) [4][4900/5005] lr: 4.2354e-02 eta: 3 days, 3:11:16 time: 0.1749 data_time: 0.0016 loss: 2.8634 2023/03/24 09:19:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:20:00 - mmengine - INFO - Epoch(train) [4][5000/5005] lr: 4.2354e-02 eta: 3 days, 3:10:45 time: 0.1879 data_time: 0.0023 loss: 2.7783 2023/03/24 09:20:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:20:01 - mmengine - INFO - Saving checkpoint at 4 epochs 2023/03/24 09:20:09 - mmengine - INFO - Epoch(val) [4][100/196] eta: 0:00:06 time: 0.0584 data_time: 0.0182 2023/03/24 09:20:37 - mmengine - INFO - Epoch(val) [4][196/196] accuracy/top1: 44.6260 accuracy/top5: 70.4600data_time: 0.0630 time: 0.0998 2023/03/24 09:20:57 - mmengine - INFO - Epoch(train) [5][ 100/5005] lr: 4.1507e-02 eta: 3 days, 3:12:18 time: 0.1903 data_time: 0.0016 loss: 2.8073 2023/03/24 09:21:15 - mmengine - INFO - Epoch(train) [5][ 200/5005] lr: 4.1507e-02 eta: 3 days, 3:11:11 time: 0.1758 data_time: 0.0016 loss: 2.8724 2023/03/24 09:21:32 - mmengine - INFO - Epoch(train) [5][ 300/5005] lr: 4.1507e-02 eta: 3 days, 3:10:04 time: 0.1759 data_time: 0.0017 loss: 2.6973 2023/03/24 09:21:50 - mmengine - INFO - Epoch(train) [5][ 400/5005] lr: 4.1507e-02 eta: 3 days, 3:08:54 time: 0.1748 data_time: 0.0016 loss: 2.8834 2023/03/24 09:22:07 - mmengine - INFO - Epoch(train) [5][ 500/5005] lr: 4.1507e-02 eta: 3 days, 3:07:48 time: 0.1758 data_time: 0.0017 loss: 2.9412 2023/03/24 09:22:25 - mmengine - INFO - Epoch(train) [5][ 600/5005] lr: 4.1507e-02 eta: 3 days, 3:06:45 time: 0.1751 data_time: 0.0017 loss: 2.9778 2023/03/24 09:22:43 - mmengine - INFO - Epoch(train) [5][ 700/5005] lr: 4.1507e-02 eta: 3 days, 3:05:57 time: 0.1779 data_time: 0.0016 loss: 2.8463 2023/03/24 09:23:01 - mmengine - INFO - Epoch(train) [5][ 800/5005] lr: 4.1507e-02 eta: 3 days, 3:05:07 time: 0.1748 data_time: 0.0017 loss: 2.6643 2023/03/24 09:23:19 - mmengine - INFO - Epoch(train) [5][ 900/5005] lr: 4.1507e-02 eta: 3 days, 3:04:58 time: 0.1756 data_time: 0.0016 loss: 2.9065 2023/03/24 09:23:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:23:37 - mmengine - INFO - Epoch(train) [5][1000/5005] lr: 4.1507e-02 eta: 3 days, 3:04:24 time: 0.1769 data_time: 0.0016 loss: 2.9628 2023/03/24 09:23:55 - mmengine - INFO - Epoch(train) [5][1100/5005] lr: 4.1507e-02 eta: 3 days, 3:03:20 time: 0.1774 data_time: 0.0016 loss: 2.8183 2023/03/24 09:24:13 - mmengine - INFO - Epoch(train) [5][1200/5005] lr: 4.1507e-02 eta: 3 days, 3:02:23 time: 0.1788 data_time: 0.0017 loss: 3.0249 2023/03/24 09:24:30 - mmengine - INFO - Epoch(train) [5][1300/5005] lr: 4.1507e-02 eta: 3 days, 3:01:15 time: 0.1722 data_time: 0.0019 loss: 3.0535 2023/03/24 09:24:48 - mmengine - INFO - Epoch(train) [5][1400/5005] lr: 4.1507e-02 eta: 3 days, 3:00:13 time: 0.1763 data_time: 0.0016 loss: 3.0839 2023/03/24 09:25:06 - mmengine - INFO - Epoch(train) [5][1500/5005] lr: 4.1507e-02 eta: 3 days, 2:59:35 time: 0.1826 data_time: 0.0016 loss: 2.8845 2023/03/24 09:25:24 - mmengine - INFO - Epoch(train) [5][1600/5005] lr: 4.1507e-02 eta: 3 days, 2:58:45 time: 0.1760 data_time: 0.0016 loss: 2.9017 2023/03/24 09:25:41 - mmengine - INFO - Epoch(train) [5][1700/5005] lr: 4.1507e-02 eta: 3 days, 2:57:55 time: 0.1771 data_time: 0.0016 loss: 2.7696 2023/03/24 09:26:00 - mmengine - INFO - Epoch(train) [5][1800/5005] lr: 4.1507e-02 eta: 3 days, 2:57:57 time: 0.1762 data_time: 0.0017 loss: 2.8296 2023/03/24 09:26:18 - mmengine - INFO - Epoch(train) [5][1900/5005] lr: 4.1507e-02 eta: 3 days, 2:57:07 time: 0.1766 data_time: 0.0017 loss: 3.1594 2023/03/24 09:26:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:26:35 - mmengine - INFO - Epoch(train) [5][2000/5005] lr: 4.1507e-02 eta: 3 days, 2:56:09 time: 0.1738 data_time: 0.0017 loss: 2.6844 2023/03/24 09:26:53 - mmengine - INFO - Epoch(train) [5][2100/5005] lr: 4.1507e-02 eta: 3 days, 2:55:11 time: 0.1755 data_time: 0.0016 loss: 2.7624 2023/03/24 09:27:11 - mmengine - INFO - Epoch(train) [5][2200/5005] lr: 4.1507e-02 eta: 3 days, 2:54:35 time: 0.1931 data_time: 0.0017 loss: 2.9349 2023/03/24 09:27:29 - mmengine - INFO - Epoch(train) [5][2300/5005] lr: 4.1507e-02 eta: 3 days, 2:53:35 time: 0.1770 data_time: 0.0017 loss: 2.7301 2023/03/24 09:27:46 - mmengine - INFO - Epoch(train) [5][2400/5005] lr: 4.1507e-02 eta: 3 days, 2:52:46 time: 0.1936 data_time: 0.0016 loss: 2.6375 2023/03/24 09:28:04 - mmengine - INFO - Epoch(train) [5][2500/5005] lr: 4.1507e-02 eta: 3 days, 2:51:55 time: 0.1768 data_time: 0.0016 loss: 2.9893 2023/03/24 09:28:22 - mmengine - INFO - Epoch(train) [5][2600/5005] lr: 4.1507e-02 eta: 3 days, 2:51:19 time: 0.1910 data_time: 0.0016 loss: 2.8170 2023/03/24 09:28:40 - mmengine - INFO - Epoch(train) [5][2700/5005] lr: 4.1507e-02 eta: 3 days, 2:50:53 time: 0.1775 data_time: 0.0017 loss: 2.9030 2023/03/24 09:28:58 - mmengine - INFO - Epoch(train) [5][2800/5005] lr: 4.1507e-02 eta: 3 days, 2:49:56 time: 0.1755 data_time: 0.0017 loss: 2.8073 2023/03/24 09:29:16 - mmengine - INFO - Epoch(train) [5][2900/5005] lr: 4.1507e-02 eta: 3 days, 2:49:15 time: 0.1763 data_time: 0.0016 loss: 2.8754 2023/03/24 09:29:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:29:34 - mmengine - INFO - Epoch(train) [5][3000/5005] lr: 4.1507e-02 eta: 3 days, 2:48:28 time: 0.1768 data_time: 0.0017 loss: 2.6461 2023/03/24 09:29:51 - mmengine - INFO - Epoch(train) [5][3100/5005] lr: 4.1507e-02 eta: 3 days, 2:47:34 time: 0.1769 data_time: 0.0017 loss: 3.0377 2023/03/24 09:30:09 - mmengine - INFO - Epoch(train) [5][3200/5005] lr: 4.1507e-02 eta: 3 days, 2:46:49 time: 0.1763 data_time: 0.0017 loss: 2.6407 2023/03/24 09:30:27 - mmengine - INFO - Epoch(train) [5][3300/5005] lr: 4.1507e-02 eta: 3 days, 2:46:14 time: 0.1769 data_time: 0.0017 loss: 2.7310 2023/03/24 09:30:45 - mmengine - INFO - Epoch(train) [5][3400/5005] lr: 4.1507e-02 eta: 3 days, 2:45:20 time: 0.1761 data_time: 0.0017 loss: 2.8292 2023/03/24 09:31:03 - mmengine - INFO - Epoch(train) [5][3500/5005] lr: 4.1507e-02 eta: 3 days, 2:45:03 time: 0.2008 data_time: 0.0016 loss: 2.9242 2023/03/24 09:31:21 - mmengine - INFO - Epoch(train) [5][3600/5005] lr: 4.1507e-02 eta: 3 days, 2:44:33 time: 0.1771 data_time: 0.0017 loss: 2.7624 2023/03/24 09:31:39 - mmengine - INFO - Epoch(train) [5][3700/5005] lr: 4.1507e-02 eta: 3 days, 2:43:52 time: 0.1773 data_time: 0.0016 loss: 3.0538 2023/03/24 09:31:56 - mmengine - INFO - Epoch(train) [5][3800/5005] lr: 4.1507e-02 eta: 3 days, 2:43:00 time: 0.1763 data_time: 0.0017 loss: 2.9113 2023/03/24 09:32:14 - mmengine - INFO - Epoch(train) [5][3900/5005] lr: 4.1507e-02 eta: 3 days, 2:42:04 time: 0.1773 data_time: 0.0017 loss: 2.6939 2023/03/24 09:32:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:32:32 - mmengine - INFO - Epoch(train) [5][4000/5005] lr: 4.1507e-02 eta: 3 days, 2:41:12 time: 0.1766 data_time: 0.0016 loss: 2.8078 2023/03/24 09:32:50 - mmengine - INFO - Epoch(train) [5][4100/5005] lr: 4.1507e-02 eta: 3 days, 2:40:39 time: 0.1776 data_time: 0.0017 loss: 2.7005 2023/03/24 09:33:07 - mmengine - INFO - Epoch(train) [5][4200/5005] lr: 4.1507e-02 eta: 3 days, 2:39:46 time: 0.1769 data_time: 0.0017 loss: 2.9520 2023/03/24 09:33:25 - mmengine - INFO - Epoch(train) [5][4300/5005] lr: 4.1507e-02 eta: 3 days, 2:39:17 time: 0.1766 data_time: 0.0016 loss: 2.6440 2023/03/24 09:33:44 - mmengine - INFO - Epoch(train) [5][4400/5005] lr: 4.1507e-02 eta: 3 days, 2:38:56 time: 0.1762 data_time: 0.0016 loss: 2.8277 2023/03/24 09:34:01 - mmengine - INFO - Epoch(train) [5][4500/5005] lr: 4.1507e-02 eta: 3 days, 2:38:18 time: 0.1775 data_time: 0.0016 loss: 2.6601 2023/03/24 09:34:19 - mmengine - INFO - Epoch(train) [5][4600/5005] lr: 4.1507e-02 eta: 3 days, 2:37:28 time: 0.1772 data_time: 0.0016 loss: 2.7460 2023/03/24 09:34:37 - mmengine - INFO - Epoch(train) [5][4700/5005] lr: 4.1507e-02 eta: 3 days, 2:36:37 time: 0.1764 data_time: 0.0017 loss: 2.9850 2023/03/24 09:34:54 - mmengine - INFO - Epoch(train) [5][4800/5005] lr: 4.1507e-02 eta: 3 days, 2:35:49 time: 0.1770 data_time: 0.0017 loss: 2.6519 2023/03/24 09:35:12 - mmengine - INFO - Epoch(train) [5][4900/5005] lr: 4.1507e-02 eta: 3 days, 2:35:04 time: 0.1766 data_time: 0.0016 loss: 2.9047 2023/03/24 09:35:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:35:30 - mmengine - INFO - Epoch(train) [5][5000/5005] lr: 4.1507e-02 eta: 3 days, 2:34:31 time: 0.1703 data_time: 0.0023 loss: 2.6075 2023/03/24 09:35:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:35:31 - mmengine - INFO - Saving checkpoint at 5 epochs 2023/03/24 09:35:39 - mmengine - INFO - Epoch(val) [5][100/196] eta: 0:00:06 time: 0.0596 data_time: 0.0207 2023/03/24 09:36:08 - mmengine - INFO - Epoch(val) [5][196/196] accuracy/top1: 47.2180 accuracy/top5: 72.9580data_time: 0.0653 time: 0.1013 2023/03/24 09:36:27 - mmengine - INFO - Epoch(train) [6][ 100/5005] lr: 4.0676e-02 eta: 3 days, 2:34:43 time: 0.1760 data_time: 0.0017 loss: 2.6351 2023/03/24 09:36:45 - mmengine - INFO - Epoch(train) [6][ 200/5005] lr: 4.0676e-02 eta: 3 days, 2:34:15 time: 0.1767 data_time: 0.0017 loss: 2.8739 2023/03/24 09:37:03 - mmengine - INFO - Epoch(train) [6][ 300/5005] lr: 4.0676e-02 eta: 3 days, 2:33:51 time: 0.1766 data_time: 0.0018 loss: 2.4996 2023/03/24 09:37:20 - mmengine - INFO - Epoch(train) [6][ 400/5005] lr: 4.0676e-02 eta: 3 days, 2:33:00 time: 0.1763 data_time: 0.0017 loss: 2.9852 2023/03/24 09:37:38 - mmengine - INFO - Epoch(train) [6][ 500/5005] lr: 4.0676e-02 eta: 3 days, 2:32:23 time: 0.1761 data_time: 0.0017 loss: 2.9102 2023/03/24 09:37:56 - mmengine - INFO - Epoch(train) [6][ 600/5005] lr: 4.0676e-02 eta: 3 days, 2:31:36 time: 0.1762 data_time: 0.0017 loss: 2.6534 2023/03/24 09:38:14 - mmengine - INFO - Epoch(train) [6][ 700/5005] lr: 4.0676e-02 eta: 3 days, 2:30:48 time: 0.1761 data_time: 0.0017 loss: 2.7636 2023/03/24 09:38:31 - mmengine - INFO - Epoch(train) [6][ 800/5005] lr: 4.0676e-02 eta: 3 days, 2:30:07 time: 0.1770 data_time: 0.0017 loss: 2.8378 2023/03/24 09:38:49 - mmengine - INFO - Epoch(train) [6][ 900/5005] lr: 4.0676e-02 eta: 3 days, 2:29:43 time: 0.1876 data_time: 0.0017 loss: 2.6733 2023/03/24 09:39:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:39:07 - mmengine - INFO - Epoch(train) [6][1000/5005] lr: 4.0676e-02 eta: 3 days, 2:28:58 time: 0.1767 data_time: 0.0017 loss: 2.7454 2023/03/24 09:39:25 - mmengine - INFO - Epoch(train) [6][1100/5005] lr: 4.0676e-02 eta: 3 days, 2:28:26 time: 0.1762 data_time: 0.0018 loss: 2.8650 2023/03/24 09:39:43 - mmengine - INFO - Epoch(train) [6][1200/5005] lr: 4.0676e-02 eta: 3 days, 2:27:47 time: 0.1762 data_time: 0.0016 loss: 2.5551 2023/03/24 09:40:01 - mmengine - INFO - Epoch(train) [6][1300/5005] lr: 4.0676e-02 eta: 3 days, 2:27:08 time: 0.1770 data_time: 0.0019 loss: 2.4208 2023/03/24 09:40:18 - mmengine - INFO - Epoch(train) [6][1400/5005] lr: 4.0676e-02 eta: 3 days, 2:26:22 time: 0.1753 data_time: 0.0017 loss: 2.8893 2023/03/24 09:40:36 - mmengine - INFO - Epoch(train) [6][1500/5005] lr: 4.0676e-02 eta: 3 days, 2:25:44 time: 0.1770 data_time: 0.0017 loss: 2.6561 2023/03/24 09:40:54 - mmengine - INFO - Epoch(train) [6][1600/5005] lr: 4.0676e-02 eta: 3 days, 2:25:08 time: 0.1765 data_time: 0.0017 loss: 2.5232 2023/03/24 09:41:12 - mmengine - INFO - Epoch(train) [6][1700/5005] lr: 4.0676e-02 eta: 3 days, 2:24:29 time: 0.1895 data_time: 0.0017 loss: 2.8941 2023/03/24 09:41:30 - mmengine - INFO - Epoch(train) [6][1800/5005] lr: 4.0676e-02 eta: 3 days, 2:23:46 time: 0.1767 data_time: 0.0017 loss: 2.7199 2023/03/24 09:41:48 - mmengine - INFO - Epoch(train) [6][1900/5005] lr: 4.0676e-02 eta: 3 days, 2:23:13 time: 0.1765 data_time: 0.0017 loss: 2.7862 2023/03/24 09:42:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:42:06 - mmengine - INFO - Epoch(train) [6][2000/5005] lr: 4.0676e-02 eta: 3 days, 2:22:43 time: 0.1757 data_time: 0.0017 loss: 2.6873 2023/03/24 09:42:24 - mmengine - INFO - Epoch(train) [6][2100/5005] lr: 4.0676e-02 eta: 3 days, 2:22:22 time: 0.1787 data_time: 0.0018 loss: 2.9191 2023/03/24 09:42:41 - mmengine - INFO - Epoch(train) [6][2200/5005] lr: 4.0676e-02 eta: 3 days, 2:21:45 time: 0.1784 data_time: 0.0017 loss: 2.5322 2023/03/24 09:42:59 - mmengine - INFO - Epoch(train) [6][2300/5005] lr: 4.0676e-02 eta: 3 days, 2:21:07 time: 0.1778 data_time: 0.0017 loss: 2.5572 2023/03/24 09:43:17 - mmengine - INFO - Epoch(train) [6][2400/5005] lr: 4.0676e-02 eta: 3 days, 2:20:16 time: 0.1779 data_time: 0.0017 loss: 2.6870 2023/03/24 09:43:34 - mmengine - INFO - Epoch(train) [6][2500/5005] lr: 4.0676e-02 eta: 3 days, 2:19:27 time: 0.1761 data_time: 0.0017 loss: 2.8344 2023/03/24 09:43:52 - mmengine - INFO - Epoch(train) [6][2600/5005] lr: 4.0676e-02 eta: 3 days, 2:18:49 time: 0.1777 data_time: 0.0017 loss: 2.7539 2023/03/24 09:44:10 - mmengine - INFO - Epoch(train) [6][2700/5005] lr: 4.0676e-02 eta: 3 days, 2:18:24 time: 0.1785 data_time: 0.0017 loss: 2.6672 2023/03/24 09:44:28 - mmengine - INFO - Epoch(train) [6][2800/5005] lr: 4.0676e-02 eta: 3 days, 2:17:43 time: 0.1766 data_time: 0.0017 loss: 2.7231 2023/03/24 09:44:46 - mmengine - INFO - Epoch(train) [6][2900/5005] lr: 4.0676e-02 eta: 3 days, 2:17:24 time: 0.1758 data_time: 0.0017 loss: 2.5034 2023/03/24 09:45:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:45:05 - mmengine - INFO - Epoch(train) [6][3000/5005] lr: 4.0676e-02 eta: 3 days, 2:17:16 time: 0.1777 data_time: 0.0017 loss: 2.6209 2023/03/24 09:45:22 - mmengine - INFO - Epoch(train) [6][3100/5005] lr: 4.0676e-02 eta: 3 days, 2:16:31 time: 0.1761 data_time: 0.0017 loss: 2.6472 2023/03/24 09:45:40 - mmengine - INFO - Epoch(train) [6][3200/5005] lr: 4.0676e-02 eta: 3 days, 2:15:47 time: 0.1760 data_time: 0.0017 loss: 2.8543 2023/03/24 09:45:58 - mmengine - INFO - Epoch(train) [6][3300/5005] lr: 4.0676e-02 eta: 3 days, 2:15:04 time: 0.1752 data_time: 0.0017 loss: 2.6032 2023/03/24 09:46:15 - mmengine - INFO - Epoch(train) [6][3400/5005] lr: 4.0676e-02 eta: 3 days, 2:14:30 time: 0.1765 data_time: 0.0017 loss: 2.4902 2023/03/24 09:46:33 - mmengine - INFO - Epoch(train) [6][3500/5005] lr: 4.0676e-02 eta: 3 days, 2:13:56 time: 0.1751 data_time: 0.0018 loss: 2.7910 2023/03/24 09:46:51 - mmengine - INFO - Epoch(train) [6][3600/5005] lr: 4.0676e-02 eta: 3 days, 2:13:30 time: 0.1760 data_time: 0.0017 loss: 2.8117 2023/03/24 09:47:09 - mmengine - INFO - Epoch(train) [6][3700/5005] lr: 4.0676e-02 eta: 3 days, 2:13:11 time: 0.1777 data_time: 0.0017 loss: 2.7466 2023/03/24 09:47:27 - mmengine - INFO - Epoch(train) [6][3800/5005] lr: 4.0676e-02 eta: 3 days, 2:12:40 time: 0.1751 data_time: 0.0017 loss: 2.3924 2023/03/24 09:47:45 - mmengine - INFO - Epoch(train) [6][3900/5005] lr: 4.0676e-02 eta: 3 days, 2:12:04 time: 0.1748 data_time: 0.0017 loss: 2.7258 2023/03/24 09:47:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:48:03 - mmengine - INFO - Epoch(train) [6][4000/5005] lr: 4.0676e-02 eta: 3 days, 2:11:18 time: 0.1742 data_time: 0.0017 loss: 2.5761 2023/03/24 09:48:20 - mmengine - INFO - Epoch(train) [6][4100/5005] lr: 4.0676e-02 eta: 3 days, 2:10:38 time: 0.1794 data_time: 0.0017 loss: 2.7686 2023/03/24 09:48:38 - mmengine - INFO - Epoch(train) [6][4200/5005] lr: 4.0676e-02 eta: 3 days, 2:10:02 time: 0.1766 data_time: 0.0018 loss: 2.6673 2023/03/24 09:48:56 - mmengine - INFO - Epoch(train) [6][4300/5005] lr: 4.0676e-02 eta: 3 days, 2:09:35 time: 0.1745 data_time: 0.0017 loss: 2.6849 2023/03/24 09:49:14 - mmengine - INFO - Epoch(train) [6][4400/5005] lr: 4.0676e-02 eta: 3 days, 2:09:14 time: 0.1772 data_time: 0.0017 loss: 2.6669 2023/03/24 09:49:32 - mmengine - INFO - Epoch(train) [6][4500/5005] lr: 4.0676e-02 eta: 3 days, 2:08:31 time: 0.1759 data_time: 0.0017 loss: 2.5737 2023/03/24 09:49:50 - mmengine - INFO - Epoch(train) [6][4600/5005] lr: 4.0676e-02 eta: 3 days, 2:07:59 time: 0.1768 data_time: 0.0017 loss: 2.7628 2023/03/24 09:50:08 - mmengine - INFO - Epoch(train) [6][4700/5005] lr: 4.0676e-02 eta: 3 days, 2:07:32 time: 0.1773 data_time: 0.0017 loss: 2.5303 2023/03/24 09:50:26 - mmengine - INFO - Epoch(train) [6][4800/5005] lr: 4.0676e-02 eta: 3 days, 2:07:01 time: 0.1763 data_time: 0.0017 loss: 2.7491 2023/03/24 09:50:43 - mmengine - INFO - Epoch(train) [6][4900/5005] lr: 4.0676e-02 eta: 3 days, 2:06:15 time: 0.1759 data_time: 0.0017 loss: 2.6655 2023/03/24 09:50:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:51:01 - mmengine - INFO - Epoch(train) [6][5000/5005] lr: 4.0676e-02 eta: 3 days, 2:05:50 time: 0.1740 data_time: 0.0023 loss: 2.5673 2023/03/24 09:51:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:51:03 - mmengine - INFO - Saving checkpoint at 6 epochs 2023/03/24 09:51:10 - mmengine - INFO - Epoch(val) [6][100/196] eta: 0:00:06 time: 0.0591 data_time: 0.0202 2023/03/24 09:51:40 - mmengine - INFO - Epoch(val) [6][196/196] accuracy/top1: 48.6580 accuracy/top5: 73.9440data_time: 0.0620 time: 0.1014 2023/03/24 09:51:59 - mmengine - INFO - Epoch(train) [7][ 100/5005] lr: 3.9863e-02 eta: 3 days, 2:06:10 time: 0.1962 data_time: 0.0017 loss: 2.5389 2023/03/24 09:52:16 - mmengine - INFO - Epoch(train) [7][ 200/5005] lr: 3.9863e-02 eta: 3 days, 2:05:28 time: 0.1752 data_time: 0.0017 loss: 2.7220 2023/03/24 09:52:34 - mmengine - INFO - Epoch(train) [7][ 300/5005] lr: 3.9863e-02 eta: 3 days, 2:04:55 time: 0.1744 data_time: 0.0017 loss: 2.7021 2023/03/24 09:52:52 - mmengine - INFO - Epoch(train) [7][ 400/5005] lr: 3.9863e-02 eta: 3 days, 2:04:13 time: 0.1776 data_time: 0.0018 loss: 2.5807 2023/03/24 09:53:10 - mmengine - INFO - Epoch(train) [7][ 500/5005] lr: 3.9863e-02 eta: 3 days, 2:03:43 time: 0.1755 data_time: 0.0017 loss: 2.5679 2023/03/24 09:53:27 - mmengine - INFO - Epoch(train) [7][ 600/5005] lr: 3.9863e-02 eta: 3 days, 2:03:03 time: 0.1769 data_time: 0.0017 loss: 2.7043 2023/03/24 09:53:45 - mmengine - INFO - Epoch(train) [7][ 700/5005] lr: 3.9863e-02 eta: 3 days, 2:02:19 time: 0.1752 data_time: 0.0017 loss: 2.7017 2023/03/24 09:54:03 - mmengine - INFO - Epoch(train) [7][ 800/5005] lr: 3.9863e-02 eta: 3 days, 2:01:58 time: 0.1896 data_time: 0.0017 loss: 2.4474 2023/03/24 09:54:21 - mmengine - INFO - Epoch(train) [7][ 900/5005] lr: 3.9863e-02 eta: 3 days, 2:01:36 time: 0.1761 data_time: 0.0017 loss: 2.4024 2023/03/24 09:54:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:54:39 - mmengine - INFO - Epoch(train) [7][1000/5005] lr: 3.9863e-02 eta: 3 days, 2:00:54 time: 0.1773 data_time: 0.0017 loss: 2.6096 2023/03/24 09:54:56 - mmengine - INFO - Epoch(train) [7][1100/5005] lr: 3.9863e-02 eta: 3 days, 2:00:13 time: 0.1759 data_time: 0.0017 loss: 2.6984 2023/03/24 09:55:14 - mmengine - INFO - Epoch(train) [7][1200/5005] lr: 3.9863e-02 eta: 3 days, 1:59:41 time: 0.1741 data_time: 0.0017 loss: 2.4027 2023/03/24 09:55:32 - mmengine - INFO - Epoch(train) [7][1300/5005] lr: 3.9863e-02 eta: 3 days, 1:58:59 time: 0.1762 data_time: 0.0017 loss: 2.6231 2023/03/24 09:55:50 - mmengine - INFO - Epoch(train) [7][1400/5005] lr: 3.9863e-02 eta: 3 days, 1:58:42 time: 0.2014 data_time: 0.0018 loss: 2.6024 2023/03/24 09:56:08 - mmengine - INFO - Epoch(train) [7][1500/5005] lr: 3.9863e-02 eta: 3 days, 1:58:10 time: 0.1769 data_time: 0.0017 loss: 2.6909 2023/03/24 09:56:26 - mmengine - INFO - Epoch(train) [7][1600/5005] lr: 3.9863e-02 eta: 3 days, 1:57:45 time: 0.1995 data_time: 0.0017 loss: 2.6411 2023/03/24 09:56:44 - mmengine - INFO - Epoch(train) [7][1700/5005] lr: 3.9863e-02 eta: 3 days, 1:57:09 time: 0.1749 data_time: 0.0017 loss: 2.6202 2023/03/24 09:57:01 - mmengine - INFO - Epoch(train) [7][1800/5005] lr: 3.9863e-02 eta: 3 days, 1:56:35 time: 0.1774 data_time: 0.0017 loss: 2.3544 2023/03/24 09:57:19 - mmengine - INFO - Epoch(train) [7][1900/5005] lr: 3.9863e-02 eta: 3 days, 1:55:53 time: 0.1729 data_time: 0.0017 loss: 2.6001 2023/03/24 09:57:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 09:57:37 - mmengine - INFO - Epoch(train) [7][2000/5005] lr: 3.9863e-02 eta: 3 days, 1:55:25 time: 0.1771 data_time: 0.0017 loss: 2.6209 2023/03/24 09:57:55 - mmengine - INFO - Epoch(train) [7][2100/5005] lr: 3.9863e-02 eta: 3 days, 1:54:43 time: 0.1735 data_time: 0.0017 loss: 2.7149 2023/03/24 09:58:12 - mmengine - INFO - Epoch(train) [7][2200/5005] lr: 3.9863e-02 eta: 3 days, 1:54:09 time: 0.1772 data_time: 0.0017 loss: 2.7055 2023/03/24 09:58:31 - mmengine - INFO - Epoch(train) [7][2300/5005] lr: 3.9863e-02 eta: 3 days, 1:53:57 time: 0.1970 data_time: 0.0017 loss: 2.5999 2023/03/24 09:58:48 - mmengine - INFO - Epoch(train) [7][2400/5005] lr: 3.9863e-02 eta: 3 days, 1:53:20 time: 0.1771 data_time: 0.0017 loss: 2.5587 2023/03/24 09:59:06 - mmengine - INFO - Epoch(train) [7][2500/5005] lr: 3.9863e-02 eta: 3 days, 1:52:57 time: 0.1755 data_time: 0.0017 loss: 2.4909 2023/03/24 09:59:24 - mmengine - INFO - Epoch(train) [7][2600/5005] lr: 3.9863e-02 eta: 3 days, 1:52:25 time: 0.1777 data_time: 0.0017 loss: 2.5981 2023/03/24 09:59:42 - mmengine - INFO - Epoch(train) [7][2700/5005] lr: 3.9863e-02 eta: 3 days, 1:51:43 time: 0.1767 data_time: 0.0017 loss: 2.6579 2023/03/24 10:00:00 - mmengine - INFO - Epoch(train) [7][2800/5005] lr: 3.9863e-02 eta: 3 days, 1:51:15 time: 0.1777 data_time: 0.0017 loss: 2.5663 2023/03/24 10:00:17 - mmengine - INFO - Epoch(train) [7][2900/5005] lr: 3.9863e-02 eta: 3 days, 1:50:42 time: 0.1759 data_time: 0.0017 loss: 2.5929 2023/03/24 10:00:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:00:35 - mmengine - INFO - Epoch(train) [7][3000/5005] lr: 3.9863e-02 eta: 3 days, 1:50:08 time: 0.1770 data_time: 0.0017 loss: 2.8675 2023/03/24 10:00:53 - mmengine - INFO - Epoch(train) [7][3100/5005] lr: 3.9863e-02 eta: 3 days, 1:49:29 time: 0.1772 data_time: 0.0017 loss: 2.6022 2023/03/24 10:01:11 - mmengine - INFO - Epoch(train) [7][3200/5005] lr: 3.9863e-02 eta: 3 days, 1:49:15 time: 0.1776 data_time: 0.0017 loss: 2.4991 2023/03/24 10:01:29 - mmengine - INFO - Epoch(train) [7][3300/5005] lr: 3.9863e-02 eta: 3 days, 1:48:42 time: 0.1759 data_time: 0.0017 loss: 2.4947 2023/03/24 10:01:47 - mmengine - INFO - Epoch(train) [7][3400/5005] lr: 3.9863e-02 eta: 3 days, 1:48:18 time: 0.1778 data_time: 0.0017 loss: 2.5890 2023/03/24 10:02:05 - mmengine - INFO - Epoch(train) [7][3500/5005] lr: 3.9863e-02 eta: 3 days, 1:47:40 time: 0.1766 data_time: 0.0017 loss: 2.6650 2023/03/24 10:02:23 - mmengine - INFO - Epoch(train) [7][3600/5005] lr: 3.9863e-02 eta: 3 days, 1:47:19 time: 0.1759 data_time: 0.0018 loss: 2.3960 2023/03/24 10:02:40 - mmengine - INFO - Epoch(train) [7][3700/5005] lr: 3.9863e-02 eta: 3 days, 1:46:45 time: 0.1758 data_time: 0.0017 loss: 2.3876 2023/03/24 10:02:58 - mmengine - INFO - Epoch(train) [7][3800/5005] lr: 3.9863e-02 eta: 3 days, 1:46:06 time: 0.1764 data_time: 0.0017 loss: 2.6274 2023/03/24 10:03:16 - mmengine - INFO - Epoch(train) [7][3900/5005] lr: 3.9863e-02 eta: 3 days, 1:45:29 time: 0.1781 data_time: 0.0017 loss: 2.4512 2023/03/24 10:03:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:03:33 - mmengine - INFO - Epoch(train) [7][4000/5005] lr: 3.9863e-02 eta: 3 days, 1:44:59 time: 0.1772 data_time: 0.0017 loss: 2.7840 2023/03/24 10:03:51 - mmengine - INFO - Epoch(train) [7][4100/5005] lr: 3.9863e-02 eta: 3 days, 1:44:30 time: 0.1746 data_time: 0.0017 loss: 2.5802 2023/03/24 10:04:09 - mmengine - INFO - Epoch(train) [7][4200/5005] lr: 3.9863e-02 eta: 3 days, 1:44:04 time: 0.1765 data_time: 0.0017 loss: 2.5505 2023/03/24 10:04:27 - mmengine - INFO - Epoch(train) [7][4300/5005] lr: 3.9863e-02 eta: 3 days, 1:43:44 time: 0.1739 data_time: 0.0017 loss: 2.5035 2023/03/24 10:04:45 - mmengine - INFO - Epoch(train) [7][4400/5005] lr: 3.9863e-02 eta: 3 days, 1:43:24 time: 0.1933 data_time: 0.0017 loss: 2.5908 2023/03/24 10:05:03 - mmengine - INFO - Epoch(train) [7][4500/5005] lr: 3.9863e-02 eta: 3 days, 1:42:48 time: 0.1748 data_time: 0.0017 loss: 2.7349 2023/03/24 10:05:21 - mmengine - INFO - Epoch(train) [7][4600/5005] lr: 3.9863e-02 eta: 3 days, 1:42:10 time: 0.1772 data_time: 0.0017 loss: 2.4252 2023/03/24 10:05:39 - mmengine - INFO - Epoch(train) [7][4700/5005] lr: 3.9863e-02 eta: 3 days, 1:41:37 time: 0.1759 data_time: 0.0017 loss: 2.7107 2023/03/24 10:05:56 - mmengine - INFO - Epoch(train) [7][4800/5005] lr: 3.9863e-02 eta: 3 days, 1:41:08 time: 0.1797 data_time: 0.0017 loss: 2.6424 2023/03/24 10:06:14 - mmengine - INFO - Epoch(train) [7][4900/5005] lr: 3.9863e-02 eta: 3 days, 1:40:42 time: 0.1764 data_time: 0.0017 loss: 2.6824 2023/03/24 10:06:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:06:32 - mmengine - INFO - Epoch(train) [7][5000/5005] lr: 3.9863e-02 eta: 3 days, 1:40:16 time: 0.1726 data_time: 0.0023 loss: 2.3180 2023/03/24 10:06:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:06:33 - mmengine - INFO - Saving checkpoint at 7 epochs 2023/03/24 10:06:41 - mmengine - INFO - Epoch(val) [7][100/196] eta: 0:00:06 time: 0.0580 data_time: 0.0189 2023/03/24 10:07:10 - mmengine - INFO - Epoch(val) [7][196/196] accuracy/top1: 51.2360 accuracy/top5: 75.9580data_time: 0.0656 time: 0.1030 2023/03/24 10:07:28 - mmengine - INFO - Epoch(train) [8][ 100/5005] lr: 3.9066e-02 eta: 3 days, 1:40:26 time: 0.1947 data_time: 0.0017 loss: 2.4721 2023/03/24 10:07:47 - mmengine - INFO - Epoch(train) [8][ 200/5005] lr: 3.9066e-02 eta: 3 days, 1:40:10 time: 0.1774 data_time: 0.0017 loss: 2.2734 2023/03/24 10:08:05 - mmengine - INFO - Epoch(train) [8][ 300/5005] lr: 3.9066e-02 eta: 3 days, 1:39:43 time: 0.1745 data_time: 0.0017 loss: 2.6221 2023/03/24 10:08:22 - mmengine - INFO - Epoch(train) [8][ 400/5005] lr: 3.9066e-02 eta: 3 days, 1:39:08 time: 0.1776 data_time: 0.0017 loss: 2.4577 2023/03/24 10:08:40 - mmengine - INFO - Epoch(train) [8][ 500/5005] lr: 3.9066e-02 eta: 3 days, 1:38:33 time: 0.1771 data_time: 0.0017 loss: 2.5583 2023/03/24 10:08:58 - mmengine - INFO - Epoch(train) [8][ 600/5005] lr: 3.9066e-02 eta: 3 days, 1:37:55 time: 0.1759 data_time: 0.0017 loss: 2.5020 2023/03/24 10:09:15 - mmengine - INFO - Epoch(train) [8][ 700/5005] lr: 3.9066e-02 eta: 3 days, 1:37:21 time: 0.1757 data_time: 0.0017 loss: 2.6247 2023/03/24 10:09:33 - mmengine - INFO - Epoch(train) [8][ 800/5005] lr: 3.9066e-02 eta: 3 days, 1:36:50 time: 0.1777 data_time: 0.0017 loss: 2.5088 2023/03/24 10:09:51 - mmengine - INFO - Epoch(train) [8][ 900/5005] lr: 3.9066e-02 eta: 3 days, 1:36:29 time: 0.1759 data_time: 0.0017 loss: 2.3516 2023/03/24 10:10:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:10:09 - mmengine - INFO - Epoch(train) [8][1000/5005] lr: 3.9066e-02 eta: 3 days, 1:36:14 time: 0.1756 data_time: 0.0017 loss: 2.6818 2023/03/24 10:10:27 - mmengine - INFO - Epoch(train) [8][1100/5005] lr: 3.9066e-02 eta: 3 days, 1:35:59 time: 0.1753 data_time: 0.0017 loss: 2.8342 2023/03/24 10:10:45 - mmengine - INFO - Epoch(train) [8][1200/5005] lr: 3.9066e-02 eta: 3 days, 1:35:22 time: 0.1762 data_time: 0.0017 loss: 2.6162 2023/03/24 10:11:03 - mmengine - INFO - Epoch(train) [8][1300/5005] lr: 3.9066e-02 eta: 3 days, 1:34:49 time: 0.1787 data_time: 0.0017 loss: 2.6773 2023/03/24 10:11:21 - mmengine - INFO - Epoch(train) [8][1400/5005] lr: 3.9066e-02 eta: 3 days, 1:34:16 time: 0.1776 data_time: 0.0017 loss: 2.4758 2023/03/24 10:11:39 - mmengine - INFO - Epoch(train) [8][1500/5005] lr: 3.9066e-02 eta: 3 days, 1:33:52 time: 0.1767 data_time: 0.0017 loss: 2.4551 2023/03/24 10:11:56 - mmengine - INFO - Epoch(train) [8][1600/5005] lr: 3.9066e-02 eta: 3 days, 1:33:23 time: 0.1772 data_time: 0.0017 loss: 2.5083 2023/03/24 10:12:14 - mmengine - INFO - Epoch(train) [8][1700/5005] lr: 3.9066e-02 eta: 3 days, 1:32:54 time: 0.1764 data_time: 0.0017 loss: 2.8097 2023/03/24 10:12:32 - mmengine - INFO - Epoch(train) [8][1800/5005] lr: 3.9066e-02 eta: 3 days, 1:32:23 time: 0.1789 data_time: 0.0017 loss: 2.5762 2023/03/24 10:12:51 - mmengine - INFO - Epoch(train) [8][1900/5005] lr: 3.9066e-02 eta: 3 days, 1:32:25 time: 0.1971 data_time: 0.0017 loss: 2.5216 2023/03/24 10:13:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:13:08 - mmengine - INFO - Epoch(train) [8][2000/5005] lr: 3.9066e-02 eta: 3 days, 1:31:52 time: 0.1779 data_time: 0.0017 loss: 2.3866 2023/03/24 10:13:26 - mmengine - INFO - Epoch(train) [8][2100/5005] lr: 3.9066e-02 eta: 3 days, 1:31:20 time: 0.1772 data_time: 0.0017 loss: 2.3218 2023/03/24 10:13:44 - mmengine - INFO - Epoch(train) [8][2200/5005] lr: 3.9066e-02 eta: 3 days, 1:30:54 time: 0.1756 data_time: 0.0017 loss: 2.5983 2023/03/24 10:14:02 - mmengine - INFO - Epoch(train) [8][2300/5005] lr: 3.9066e-02 eta: 3 days, 1:30:22 time: 0.1790 data_time: 0.0017 loss: 2.4739 2023/03/24 10:14:20 - mmengine - INFO - Epoch(train) [8][2400/5005] lr: 3.9066e-02 eta: 3 days, 1:29:55 time: 0.1773 data_time: 0.0017 loss: 2.5068 2023/03/24 10:14:37 - mmengine - INFO - Epoch(train) [8][2500/5005] lr: 3.9066e-02 eta: 3 days, 1:29:28 time: 0.1777 data_time: 0.0018 loss: 2.3391 2023/03/24 10:14:55 - mmengine - INFO - Epoch(train) [8][2600/5005] lr: 3.9066e-02 eta: 3 days, 1:28:56 time: 0.1765 data_time: 0.0018 loss: 2.4911 2023/03/24 10:15:13 - mmengine - INFO - Epoch(train) [8][2700/5005] lr: 3.9066e-02 eta: 3 days, 1:28:32 time: 0.1777 data_time: 0.0017 loss: 2.5258 2023/03/24 10:15:31 - mmengine - INFO - Epoch(train) [8][2800/5005] lr: 3.9066e-02 eta: 3 days, 1:28:28 time: 0.1761 data_time: 0.0017 loss: 2.3830 2023/03/24 10:15:49 - mmengine - INFO - Epoch(train) [8][2900/5005] lr: 3.9066e-02 eta: 3 days, 1:27:59 time: 0.1769 data_time: 0.0017 loss: 2.3987 2023/03/24 10:16:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:16:07 - mmengine - INFO - Epoch(train) [8][3000/5005] lr: 3.9066e-02 eta: 3 days, 1:27:32 time: 0.1758 data_time: 0.0018 loss: 2.6209 2023/03/24 10:16:25 - mmengine - INFO - Epoch(train) [8][3100/5005] lr: 3.9066e-02 eta: 3 days, 1:26:59 time: 0.1777 data_time: 0.0017 loss: 2.5559 2023/03/24 10:16:42 - mmengine - INFO - Epoch(train) [8][3200/5005] lr: 3.9066e-02 eta: 3 days, 1:26:23 time: 0.1769 data_time: 0.0017 loss: 2.4658 2023/03/24 10:17:00 - mmengine - INFO - Epoch(train) [8][3300/5005] lr: 3.9066e-02 eta: 3 days, 1:25:59 time: 0.1775 data_time: 0.0017 loss: 2.3951 2023/03/24 10:17:18 - mmengine - INFO - Epoch(train) [8][3400/5005] lr: 3.9066e-02 eta: 3 days, 1:25:26 time: 0.1767 data_time: 0.0017 loss: 2.4367 2023/03/24 10:17:36 - mmengine - INFO - Epoch(train) [8][3500/5005] lr: 3.9066e-02 eta: 3 days, 1:24:57 time: 0.1750 data_time: 0.0018 loss: 2.3632 2023/03/24 10:17:55 - mmengine - INFO - Epoch(train) [8][3600/5005] lr: 3.9066e-02 eta: 3 days, 1:24:58 time: 0.2006 data_time: 0.0018 loss: 2.6847 2023/03/24 10:18:12 - mmengine - INFO - Epoch(train) [8][3700/5005] lr: 3.9066e-02 eta: 3 days, 1:24:31 time: 0.1774 data_time: 0.0019 loss: 2.5551 2023/03/24 10:18:30 - mmengine - INFO - Epoch(train) [8][3800/5005] lr: 3.9066e-02 eta: 3 days, 1:24:01 time: 0.1772 data_time: 0.0017 loss: 2.4351 2023/03/24 10:18:48 - mmengine - INFO - Epoch(train) [8][3900/5005] lr: 3.9066e-02 eta: 3 days, 1:23:28 time: 0.1770 data_time: 0.0018 loss: 2.4421 2023/03/24 10:18:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:19:06 - mmengine - INFO - Epoch(train) [8][4000/5005] lr: 3.9066e-02 eta: 3 days, 1:22:54 time: 0.1776 data_time: 0.0017 loss: 2.5697 2023/03/24 10:19:23 - mmengine - INFO - Epoch(train) [8][4100/5005] lr: 3.9066e-02 eta: 3 days, 1:22:17 time: 0.1759 data_time: 0.0017 loss: 2.4795 2023/03/24 10:19:41 - mmengine - INFO - Epoch(train) [8][4200/5005] lr: 3.9066e-02 eta: 3 days, 1:21:53 time: 0.1764 data_time: 0.0017 loss: 2.2301 2023/03/24 10:19:59 - mmengine - INFO - Epoch(train) [8][4300/5005] lr: 3.9066e-02 eta: 3 days, 1:21:20 time: 0.1772 data_time: 0.0018 loss: 2.3342 2023/03/24 10:20:17 - mmengine - INFO - Epoch(train) [8][4400/5005] lr: 3.9066e-02 eta: 3 days, 1:21:06 time: 0.1958 data_time: 0.0018 loss: 2.6889 2023/03/24 10:20:35 - mmengine - INFO - Epoch(train) [8][4500/5005] lr: 3.9066e-02 eta: 3 days, 1:20:52 time: 0.1780 data_time: 0.0017 loss: 2.3131 2023/03/24 10:20:53 - mmengine - INFO - Epoch(train) [8][4600/5005] lr: 3.9066e-02 eta: 3 days, 1:20:20 time: 0.1773 data_time: 0.0017 loss: 2.3940 2023/03/24 10:21:11 - mmengine - INFO - Epoch(train) [8][4700/5005] lr: 3.9066e-02 eta: 3 days, 1:19:49 time: 0.1785 data_time: 0.0017 loss: 2.3912 2023/03/24 10:21:28 - mmengine - INFO - Epoch(train) [8][4800/5005] lr: 3.9066e-02 eta: 3 days, 1:19:17 time: 0.1766 data_time: 0.0017 loss: 2.3530 2023/03/24 10:21:46 - mmengine - INFO - Epoch(train) [8][4900/5005] lr: 3.9066e-02 eta: 3 days, 1:18:53 time: 0.1773 data_time: 0.0017 loss: 2.3276 2023/03/24 10:21:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:22:04 - mmengine - INFO - Epoch(train) [8][5000/5005] lr: 3.9066e-02 eta: 3 days, 1:18:24 time: 0.1744 data_time: 0.0024 loss: 2.6150 2023/03/24 10:22:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:22:05 - mmengine - INFO - Saving checkpoint at 8 epochs 2023/03/24 10:22:13 - mmengine - INFO - Epoch(val) [8][100/196] eta: 0:00:06 time: 0.0590 data_time: 0.0193 2023/03/24 10:22:42 - mmengine - INFO - Epoch(val) [8][196/196] accuracy/top1: 51.8520 accuracy/top5: 76.6700data_time: 0.0610 time: 0.0995 2023/03/24 10:23:01 - mmengine - INFO - Epoch(train) [9][ 100/5005] lr: 3.8284e-02 eta: 3 days, 1:18:30 time: 0.1768 data_time: 0.0017 loss: 2.4882 2023/03/24 10:23:18 - mmengine - INFO - Epoch(train) [9][ 200/5005] lr: 3.8284e-02 eta: 3 days, 1:17:56 time: 0.1786 data_time: 0.0018 loss: 2.3629 2023/03/24 10:23:36 - mmengine - INFO - Epoch(train) [9][ 300/5005] lr: 3.8284e-02 eta: 3 days, 1:17:40 time: 0.1761 data_time: 0.0018 loss: 2.2467 2023/03/24 10:23:54 - mmengine - INFO - Epoch(train) [9][ 400/5005] lr: 3.8284e-02 eta: 3 days, 1:17:18 time: 0.1765 data_time: 0.0018 loss: 2.5041 2023/03/24 10:24:12 - mmengine - INFO - Epoch(train) [9][ 500/5005] lr: 3.8284e-02 eta: 3 days, 1:16:54 time: 0.1765 data_time: 0.0017 loss: 2.6029 2023/03/24 10:24:30 - mmengine - INFO - Epoch(train) [9][ 600/5005] lr: 3.8284e-02 eta: 3 days, 1:16:26 time: 0.1760 data_time: 0.0017 loss: 2.5145 2023/03/24 10:24:48 - mmengine - INFO - Epoch(train) [9][ 700/5005] lr: 3.8284e-02 eta: 3 days, 1:15:54 time: 0.1754 data_time: 0.0017 loss: 2.5046 2023/03/24 10:25:06 - mmengine - INFO - Epoch(train) [9][ 800/5005] lr: 3.8284e-02 eta: 3 days, 1:15:42 time: 0.1774 data_time: 0.0017 loss: 2.4833 2023/03/24 10:25:24 - mmengine - INFO - Epoch(train) [9][ 900/5005] lr: 3.8284e-02 eta: 3 days, 1:15:11 time: 0.1760 data_time: 0.0017 loss: 2.5604 2023/03/24 10:25:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:25:41 - mmengine - INFO - Epoch(train) [9][1000/5005] lr: 3.8284e-02 eta: 3 days, 1:14:41 time: 0.1773 data_time: 0.0017 loss: 2.6434 2023/03/24 10:25:59 - mmengine - INFO - Epoch(train) [9][1100/5005] lr: 3.8284e-02 eta: 3 days, 1:14:20 time: 0.1910 data_time: 0.0017 loss: 2.5302 2023/03/24 10:26:17 - mmengine - INFO - Epoch(train) [9][1200/5005] lr: 3.8284e-02 eta: 3 days, 1:13:56 time: 0.1777 data_time: 0.0018 loss: 2.3167 2023/03/24 10:26:35 - mmengine - INFO - Epoch(train) [9][1300/5005] lr: 3.8284e-02 eta: 3 days, 1:13:33 time: 0.1777 data_time: 0.0017 loss: 2.5798 2023/03/24 10:26:53 - mmengine - INFO - Epoch(train) [9][1400/5005] lr: 3.8284e-02 eta: 3 days, 1:13:09 time: 0.1765 data_time: 0.0017 loss: 2.4539 2023/03/24 10:27:11 - mmengine - INFO - Epoch(train) [9][1500/5005] lr: 3.8284e-02 eta: 3 days, 1:12:50 time: 0.1761 data_time: 0.0017 loss: 2.6015 2023/03/24 10:27:29 - mmengine - INFO - Epoch(train) [9][1600/5005] lr: 3.8284e-02 eta: 3 days, 1:12:25 time: 0.1777 data_time: 0.0017 loss: 2.2057 2023/03/24 10:27:47 - mmengine - INFO - Epoch(train) [9][1700/5005] lr: 3.8284e-02 eta: 3 days, 1:11:53 time: 0.1770 data_time: 0.0019 loss: 2.5209 2023/03/24 10:28:05 - mmengine - INFO - Epoch(train) [9][1800/5005] lr: 3.8284e-02 eta: 3 days, 1:11:23 time: 0.1782 data_time: 0.0018 loss: 2.3630 2023/03/24 10:28:22 - mmengine - INFO - Epoch(train) [9][1900/5005] lr: 3.8284e-02 eta: 3 days, 1:10:54 time: 0.1750 data_time: 0.0017 loss: 2.3043 2023/03/24 10:28:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:28:40 - mmengine - INFO - Epoch(train) [9][2000/5005] lr: 3.8284e-02 eta: 3 days, 1:10:36 time: 0.1934 data_time: 0.0017 loss: 2.6061 2023/03/24 10:28:58 - mmengine - INFO - Epoch(train) [9][2100/5005] lr: 3.8284e-02 eta: 3 days, 1:10:06 time: 0.1785 data_time: 0.0017 loss: 2.5547 2023/03/24 10:29:16 - mmengine - INFO - Epoch(train) [9][2200/5005] lr: 3.8284e-02 eta: 3 days, 1:09:55 time: 0.1770 data_time: 0.0017 loss: 2.5154 2023/03/24 10:29:34 - mmengine - INFO - Epoch(train) [9][2300/5005] lr: 3.8284e-02 eta: 3 days, 1:09:33 time: 0.1771 data_time: 0.0018 loss: 2.5128 2023/03/24 10:29:52 - mmengine - INFO - Epoch(train) [9][2400/5005] lr: 3.8284e-02 eta: 3 days, 1:09:10 time: 0.1822 data_time: 0.0018 loss: 2.6639 2023/03/24 10:30:10 - mmengine - INFO - Epoch(train) [9][2500/5005] lr: 3.8284e-02 eta: 3 days, 1:08:39 time: 0.1779 data_time: 0.0017 loss: 2.5674 2023/03/24 10:30:28 - mmengine - INFO - Epoch(train) [9][2600/5005] lr: 3.8284e-02 eta: 3 days, 1:08:10 time: 0.1760 data_time: 0.0018 loss: 2.5262 2023/03/24 10:30:45 - mmengine - INFO - Epoch(train) [9][2700/5005] lr: 3.8284e-02 eta: 3 days, 1:07:42 time: 0.1912 data_time: 0.0017 loss: 2.4844 2023/03/24 10:31:03 - mmengine - INFO - Epoch(train) [9][2800/5005] lr: 3.8284e-02 eta: 3 days, 1:07:20 time: 0.1767 data_time: 0.0018 loss: 2.3046 2023/03/24 10:31:22 - mmengine - INFO - Epoch(train) [9][2900/5005] lr: 3.8284e-02 eta: 3 days, 1:07:04 time: 0.1773 data_time: 0.0018 loss: 2.1161 2023/03/24 10:31:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:31:39 - mmengine - INFO - Epoch(train) [9][3000/5005] lr: 3.8284e-02 eta: 3 days, 1:06:34 time: 0.1762 data_time: 0.0017 loss: 2.3698 2023/03/24 10:31:57 - mmengine - INFO - Epoch(train) [9][3100/5005] lr: 3.8284e-02 eta: 3 days, 1:06:10 time: 0.1766 data_time: 0.0018 loss: 2.4870 2023/03/24 10:32:15 - mmengine - INFO - Epoch(train) [9][3200/5005] lr: 3.8284e-02 eta: 3 days, 1:05:52 time: 0.1788 data_time: 0.0017 loss: 2.3430 2023/03/24 10:32:33 - mmengine - INFO - Epoch(train) [9][3300/5005] lr: 3.8284e-02 eta: 3 days, 1:05:20 time: 0.1772 data_time: 0.0017 loss: 2.6819 2023/03/24 10:32:51 - mmengine - INFO - Epoch(train) [9][3400/5005] lr: 3.8284e-02 eta: 3 days, 1:04:49 time: 0.1765 data_time: 0.0018 loss: 2.2846 2023/03/24 10:33:08 - mmengine - INFO - Epoch(train) [9][3500/5005] lr: 3.8284e-02 eta: 3 days, 1:04:20 time: 0.1773 data_time: 0.0018 loss: 2.4270 2023/03/24 10:33:26 - mmengine - INFO - Epoch(train) [9][3600/5005] lr: 3.8284e-02 eta: 3 days, 1:04:04 time: 0.1759 data_time: 0.0018 loss: 2.5428 2023/03/24 10:33:44 - mmengine - INFO - Epoch(train) [9][3700/5005] lr: 3.8284e-02 eta: 3 days, 1:03:38 time: 0.1782 data_time: 0.0018 loss: 2.7121 2023/03/24 10:34:02 - mmengine - INFO - Epoch(train) [9][3800/5005] lr: 3.8284e-02 eta: 3 days, 1:03:16 time: 0.1768 data_time: 0.0017 loss: 2.3544 2023/03/24 10:34:20 - mmengine - INFO - Epoch(train) [9][3900/5005] lr: 3.8284e-02 eta: 3 days, 1:02:47 time: 0.1770 data_time: 0.0017 loss: 2.8021 2023/03/24 10:34:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:34:38 - mmengine - INFO - Epoch(train) [9][4000/5005] lr: 3.8284e-02 eta: 3 days, 1:02:34 time: 0.1768 data_time: 0.0017 loss: 2.3830 2023/03/24 10:34:56 - mmengine - INFO - Epoch(train) [9][4100/5005] lr: 3.8284e-02 eta: 3 days, 1:02:10 time: 0.1763 data_time: 0.0017 loss: 2.2406 2023/03/24 10:35:14 - mmengine - INFO - Epoch(train) [9][4200/5005] lr: 3.8284e-02 eta: 3 days, 1:01:39 time: 0.1737 data_time: 0.0017 loss: 2.5761 2023/03/24 10:35:32 - mmengine - INFO - Epoch(train) [9][4300/5005] lr: 3.8284e-02 eta: 3 days, 1:01:18 time: 0.1748 data_time: 0.0017 loss: 2.4029 2023/03/24 10:35:50 - mmengine - INFO - Epoch(train) [9][4400/5005] lr: 3.8284e-02 eta: 3 days, 1:00:54 time: 0.1765 data_time: 0.0018 loss: 2.2796 2023/03/24 10:36:07 - mmengine - INFO - Epoch(train) [9][4500/5005] lr: 3.8284e-02 eta: 3 days, 1:00:26 time: 0.1755 data_time: 0.0018 loss: 2.4239 2023/03/24 10:36:25 - mmengine - INFO - Epoch(train) [9][4600/5005] lr: 3.8284e-02 eta: 3 days, 1:00:00 time: 0.1748 data_time: 0.0017 loss: 2.5065 2023/03/24 10:36:43 - mmengine - INFO - Epoch(train) [9][4700/5005] lr: 3.8284e-02 eta: 3 days, 0:59:28 time: 0.1764 data_time: 0.0018 loss: 2.5091 2023/03/24 10:37:01 - mmengine - INFO - Epoch(train) [9][4800/5005] lr: 3.8284e-02 eta: 3 days, 0:59:06 time: 0.1971 data_time: 0.0017 loss: 2.4509 2023/03/24 10:37:19 - mmengine - INFO - Epoch(train) [9][4900/5005] lr: 3.8284e-02 eta: 3 days, 0:58:52 time: 0.1779 data_time: 0.0017 loss: 2.6917 2023/03/24 10:37:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:37:37 - mmengine - INFO - Epoch(train) [9][5000/5005] lr: 3.8284e-02 eta: 3 days, 0:58:33 time: 0.1756 data_time: 0.0026 loss: 2.4789 2023/03/24 10:37:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:37:38 - mmengine - INFO - Saving checkpoint at 9 epochs 2023/03/24 10:37:46 - mmengine - INFO - Epoch(val) [9][100/196] eta: 0:00:06 time: 0.0585 data_time: 0.0194 2023/03/24 10:38:15 - mmengine - INFO - Epoch(val) [9][196/196] accuracy/top1: 52.8100 accuracy/top5: 77.6220data_time: 0.0649 time: 0.1024 2023/03/24 10:38:34 - mmengine - INFO - Epoch(train) [10][ 100/5005] lr: 3.7519e-02 eta: 3 days, 0:58:32 time: 0.1763 data_time: 0.0018 loss: 2.1973 2023/03/24 10:38:52 - mmengine - INFO - Epoch(train) [10][ 200/5005] lr: 3.7519e-02 eta: 3 days, 0:58:03 time: 0.1792 data_time: 0.0018 loss: 2.5189 2023/03/24 10:39:10 - mmengine - INFO - Epoch(train) [10][ 300/5005] lr: 3.7519e-02 eta: 3 days, 0:57:43 time: 0.1784 data_time: 0.0018 loss: 2.2316 2023/03/24 10:39:27 - mmengine - INFO - Epoch(train) [10][ 400/5005] lr: 3.7519e-02 eta: 3 days, 0:57:19 time: 0.1788 data_time: 0.0018 loss: 2.5432 2023/03/24 10:39:45 - mmengine - INFO - Epoch(train) [10][ 500/5005] lr: 3.7519e-02 eta: 3 days, 0:56:47 time: 0.1769 data_time: 0.0018 loss: 2.3178 2023/03/24 10:40:03 - mmengine - INFO - Epoch(train) [10][ 600/5005] lr: 3.7519e-02 eta: 3 days, 0:56:17 time: 0.1761 data_time: 0.0017 loss: 2.1793 2023/03/24 10:40:20 - mmengine - INFO - Epoch(train) [10][ 700/5005] lr: 3.7519e-02 eta: 3 days, 0:55:48 time: 0.1768 data_time: 0.0018 loss: 2.3201 2023/03/24 10:40:38 - mmengine - INFO - Epoch(train) [10][ 800/5005] lr: 3.7519e-02 eta: 3 days, 0:55:20 time: 0.1784 data_time: 0.0018 loss: 2.4215 2023/03/24 10:40:57 - mmengine - INFO - Epoch(train) [10][ 900/5005] lr: 3.7519e-02 eta: 3 days, 0:55:19 time: 0.1961 data_time: 0.0018 loss: 2.4904 2023/03/24 10:41:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:41:15 - mmengine - INFO - Epoch(train) [10][1000/5005] lr: 3.7519e-02 eta: 3 days, 0:54:50 time: 0.1806 data_time: 0.0018 loss: 2.3047 2023/03/24 10:41:33 - mmengine - INFO - Epoch(train) [10][1100/5005] lr: 3.7519e-02 eta: 3 days, 0:54:33 time: 0.1770 data_time: 0.0017 loss: 2.3112 2023/03/24 10:41:50 - mmengine - INFO - Epoch(train) [10][1200/5005] lr: 3.7519e-02 eta: 3 days, 0:54:04 time: 0.1794 data_time: 0.0018 loss: 2.5543 2023/03/24 10:42:08 - mmengine - INFO - Epoch(train) [10][1300/5005] lr: 3.7519e-02 eta: 3 days, 0:53:42 time: 0.1780 data_time: 0.0018 loss: 2.3176 2023/03/24 10:42:26 - mmengine - INFO - Epoch(train) [10][1400/5005] lr: 3.7519e-02 eta: 3 days, 0:53:10 time: 0.1752 data_time: 0.0018 loss: 2.4079 2023/03/24 10:42:43 - mmengine - INFO - Epoch(train) [10][1500/5005] lr: 3.7519e-02 eta: 3 days, 0:52:38 time: 0.1778 data_time: 0.0018 loss: 2.5342 2023/03/24 10:43:01 - mmengine - INFO - Epoch(train) [10][1600/5005] lr: 3.7519e-02 eta: 3 days, 0:52:12 time: 0.1775 data_time: 0.0017 loss: 2.3273 2023/03/24 10:43:19 - mmengine - INFO - Epoch(train) [10][1700/5005] lr: 3.7519e-02 eta: 3 days, 0:51:49 time: 0.1756 data_time: 0.0018 loss: 2.4244 2023/03/24 10:43:37 - mmengine - INFO - Epoch(train) [10][1800/5005] lr: 3.7519e-02 eta: 3 days, 0:51:32 time: 0.1749 data_time: 0.0018 loss: 2.3917 2023/03/24 10:43:55 - mmengine - INFO - Epoch(train) [10][1900/5005] lr: 3.7519e-02 eta: 3 days, 0:51:14 time: 0.1769 data_time: 0.0018 loss: 2.4349 2023/03/24 10:44:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:44:13 - mmengine - INFO - Epoch(train) [10][2000/5005] lr: 3.7519e-02 eta: 3 days, 0:50:49 time: 0.1767 data_time: 0.0018 loss: 2.2424 2023/03/24 10:44:31 - mmengine - INFO - Epoch(train) [10][2100/5005] lr: 3.7519e-02 eta: 3 days, 0:50:24 time: 0.1946 data_time: 0.0018 loss: 2.4226 2023/03/24 10:44:49 - mmengine - INFO - Epoch(train) [10][2200/5005] lr: 3.7519e-02 eta: 3 days, 0:49:52 time: 0.1764 data_time: 0.0018 loss: 2.4446 2023/03/24 10:45:06 - mmengine - INFO - Epoch(train) [10][2300/5005] lr: 3.7519e-02 eta: 3 days, 0:49:29 time: 0.1941 data_time: 0.0018 loss: 2.4351 2023/03/24 10:45:24 - mmengine - INFO - Epoch(train) [10][2400/5005] lr: 3.7519e-02 eta: 3 days, 0:49:04 time: 0.1761 data_time: 0.0018 loss: 2.3507 2023/03/24 10:45:42 - mmengine - INFO - Epoch(train) [10][2500/5005] lr: 3.7519e-02 eta: 3 days, 0:48:35 time: 0.1771 data_time: 0.0017 loss: 2.3327 2023/03/24 10:46:00 - mmengine - INFO - Epoch(train) [10][2600/5005] lr: 3.7519e-02 eta: 3 days, 0:48:15 time: 0.1773 data_time: 0.0018 loss: 2.4147 2023/03/24 10:46:18 - mmengine - INFO - Epoch(train) [10][2700/5005] lr: 3.7519e-02 eta: 3 days, 0:47:58 time: 0.1751 data_time: 0.0018 loss: 2.2146 2023/03/24 10:46:36 - mmengine - INFO - Epoch(train) [10][2800/5005] lr: 3.7519e-02 eta: 3 days, 0:47:40 time: 0.1764 data_time: 0.0018 loss: 2.4459 2023/03/24 10:46:54 - mmengine - INFO - Epoch(train) [10][2900/5005] lr: 3.7519e-02 eta: 3 days, 0:47:12 time: 0.1766 data_time: 0.0018 loss: 2.2985 2023/03/24 10:47:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:47:12 - mmengine - INFO - Epoch(train) [10][3000/5005] lr: 3.7519e-02 eta: 3 days, 0:46:48 time: 0.1752 data_time: 0.0018 loss: 2.3471 2023/03/24 10:47:30 - mmengine - INFO - Epoch(train) [10][3100/5005] lr: 3.7519e-02 eta: 3 days, 0:46:29 time: 0.1754 data_time: 0.0018 loss: 2.3329 2023/03/24 10:47:47 - mmengine - INFO - Epoch(train) [10][3200/5005] lr: 3.7519e-02 eta: 3 days, 0:46:01 time: 0.1755 data_time: 0.0018 loss: 2.4418 2023/03/24 10:48:05 - mmengine - INFO - Epoch(train) [10][3300/5005] lr: 3.7519e-02 eta: 3 days, 0:45:31 time: 0.1754 data_time: 0.0018 loss: 2.2900 2023/03/24 10:48:23 - mmengine - INFO - Epoch(train) [10][3400/5005] lr: 3.7519e-02 eta: 3 days, 0:45:03 time: 0.1772 data_time: 0.0018 loss: 2.1713 2023/03/24 10:48:41 - mmengine - INFO - Epoch(train) [10][3500/5005] lr: 3.7519e-02 eta: 3 days, 0:44:47 time: 0.1741 data_time: 0.0018 loss: 2.2821 2023/03/24 10:48:59 - mmengine - INFO - Epoch(train) [10][3600/5005] lr: 3.7519e-02 eta: 3 days, 0:44:33 time: 0.1763 data_time: 0.0017 loss: 2.0836 2023/03/24 10:49:17 - mmengine - INFO - Epoch(train) [10][3700/5005] lr: 3.7519e-02 eta: 3 days, 0:44:10 time: 0.1774 data_time: 0.0018 loss: 2.6074 2023/03/24 10:49:35 - mmengine - INFO - Epoch(train) [10][3800/5005] lr: 3.7519e-02 eta: 3 days, 0:43:45 time: 0.1759 data_time: 0.0018 loss: 2.3477 2023/03/24 10:49:53 - mmengine - INFO - Epoch(train) [10][3900/5005] lr: 3.7519e-02 eta: 3 days, 0:43:25 time: 0.1766 data_time: 0.0018 loss: 2.3363 2023/03/24 10:50:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:50:10 - mmengine - INFO - Epoch(train) [10][4000/5005] lr: 3.7519e-02 eta: 3 days, 0:42:55 time: 0.1771 data_time: 0.0018 loss: 2.2751 2023/03/24 10:50:28 - mmengine - INFO - Epoch(train) [10][4100/5005] lr: 3.7519e-02 eta: 3 days, 0:42:27 time: 0.1771 data_time: 0.0018 loss: 2.4558 2023/03/24 10:50:46 - mmengine - INFO - Epoch(train) [10][4200/5005] lr: 3.7519e-02 eta: 3 days, 0:41:58 time: 0.1763 data_time: 0.0018 loss: 2.3577 2023/03/24 10:51:04 - mmengine - INFO - Epoch(train) [10][4300/5005] lr: 3.7519e-02 eta: 3 days, 0:41:31 time: 0.1770 data_time: 0.0019 loss: 2.3650 2023/03/24 10:51:22 - mmengine - INFO - Epoch(train) [10][4400/5005] lr: 3.7519e-02 eta: 3 days, 0:41:24 time: 0.1927 data_time: 0.0018 loss: 2.4608 2023/03/24 10:51:40 - mmengine - INFO - Epoch(train) [10][4500/5005] lr: 3.7519e-02 eta: 3 days, 0:41:05 time: 0.1759 data_time: 0.0018 loss: 2.4697 2023/03/24 10:51:58 - mmengine - INFO - Epoch(train) [10][4600/5005] lr: 3.7519e-02 eta: 3 days, 0:40:36 time: 0.1758 data_time: 0.0018 loss: 2.4188 2023/03/24 10:52:15 - mmengine - INFO - Epoch(train) [10][4700/5005] lr: 3.7519e-02 eta: 3 days, 0:40:09 time: 0.1766 data_time: 0.0018 loss: 2.2643 2023/03/24 10:52:33 - mmengine - INFO - Epoch(train) [10][4800/5005] lr: 3.7519e-02 eta: 3 days, 0:39:48 time: 0.1770 data_time: 0.0018 loss: 2.5641 2023/03/24 10:52:51 - mmengine - INFO - Epoch(train) [10][4900/5005] lr: 3.7519e-02 eta: 3 days, 0:39:19 time: 0.1770 data_time: 0.0018 loss: 2.4028 2023/03/24 10:53:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:53:09 - mmengine - INFO - Epoch(train) [10][5000/5005] lr: 3.7519e-02 eta: 3 days, 0:38:52 time: 0.1732 data_time: 0.0024 loss: 2.5914 2023/03/24 10:53:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:53:10 - mmengine - INFO - Saving checkpoint at 10 epochs 2023/03/24 10:53:18 - mmengine - INFO - Epoch(val) [10][100/196] eta: 0:00:06 time: 0.0576 data_time: 0.0181 2023/03/24 10:53:47 - mmengine - INFO - Epoch(val) [10][196/196] accuracy/top1: 53.5960 accuracy/top5: 77.7320data_time: 0.0635 time: 0.1022 2023/03/24 10:54:05 - mmengine - INFO - Epoch(train) [11][ 100/5005] lr: 3.6768e-02 eta: 3 days, 0:38:48 time: 0.1766 data_time: 0.0018 loss: 2.2500 2023/03/24 10:54:24 - mmengine - INFO - Epoch(train) [11][ 200/5005] lr: 3.6768e-02 eta: 3 days, 0:38:38 time: 0.1783 data_time: 0.0018 loss: 2.4922 2023/03/24 10:54:42 - mmengine - INFO - Epoch(train) [11][ 300/5005] lr: 3.6768e-02 eta: 3 days, 0:38:17 time: 0.1769 data_time: 0.0018 loss: 2.2358 2023/03/24 10:55:00 - mmengine - INFO - Epoch(train) [11][ 400/5005] lr: 3.6768e-02 eta: 3 days, 0:37:58 time: 0.1766 data_time: 0.0017 loss: 2.2683 2023/03/24 10:55:17 - mmengine - INFO - Epoch(train) [11][ 500/5005] lr: 3.6768e-02 eta: 3 days, 0:37:28 time: 0.1772 data_time: 0.0018 loss: 2.3081 2023/03/24 10:55:35 - mmengine - INFO - Epoch(train) [11][ 600/5005] lr: 3.6768e-02 eta: 3 days, 0:36:57 time: 0.1747 data_time: 0.0018 loss: 2.3595 2023/03/24 10:55:52 - mmengine - INFO - Epoch(train) [11][ 700/5005] lr: 3.6768e-02 eta: 3 days, 0:36:28 time: 0.1742 data_time: 0.0018 loss: 2.4373 2023/03/24 10:56:11 - mmengine - INFO - Epoch(train) [11][ 800/5005] lr: 3.6768e-02 eta: 3 days, 0:36:13 time: 0.1763 data_time: 0.0018 loss: 2.5615 2023/03/24 10:56:28 - mmengine - INFO - Epoch(train) [11][ 900/5005] lr: 3.6768e-02 eta: 3 days, 0:35:49 time: 0.1778 data_time: 0.0018 loss: 2.5389 2023/03/24 10:56:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:56:46 - mmengine - INFO - Epoch(train) [11][1000/5005] lr: 3.6768e-02 eta: 3 days, 0:35:32 time: 0.1796 data_time: 0.0018 loss: 2.5098 2023/03/24 10:57:04 - mmengine - INFO - Epoch(train) [11][1100/5005] lr: 3.6768e-02 eta: 3 days, 0:35:14 time: 0.1779 data_time: 0.0017 loss: 2.4062 2023/03/24 10:57:22 - mmengine - INFO - Epoch(train) [11][1200/5005] lr: 3.6768e-02 eta: 3 days, 0:34:54 time: 0.1778 data_time: 0.0018 loss: 2.0537 2023/03/24 10:57:40 - mmengine - INFO - Epoch(train) [11][1300/5005] lr: 3.6768e-02 eta: 3 days, 0:34:27 time: 0.1769 data_time: 0.0018 loss: 2.5296 2023/03/24 10:57:58 - mmengine - INFO - Epoch(train) [11][1400/5005] lr: 3.6768e-02 eta: 3 days, 0:34:02 time: 0.1752 data_time: 0.0018 loss: 2.1366 2023/03/24 10:58:16 - mmengine - INFO - Epoch(train) [11][1500/5005] lr: 3.6768e-02 eta: 3 days, 0:33:35 time: 0.1770 data_time: 0.0018 loss: 2.2068 2023/03/24 10:58:34 - mmengine - INFO - Epoch(train) [11][1600/5005] lr: 3.6768e-02 eta: 3 days, 0:33:25 time: 0.1769 data_time: 0.0018 loss: 2.2141 2023/03/24 10:58:52 - mmengine - INFO - Epoch(train) [11][1700/5005] lr: 3.6768e-02 eta: 3 days, 0:33:02 time: 0.1741 data_time: 0.0018 loss: 2.2765 2023/03/24 10:59:10 - mmengine - INFO - Epoch(train) [11][1800/5005] lr: 3.6768e-02 eta: 3 days, 0:32:36 time: 0.1744 data_time: 0.0018 loss: 2.2609 2023/03/24 10:59:28 - mmengine - INFO - Epoch(train) [11][1900/5005] lr: 3.6768e-02 eta: 3 days, 0:32:12 time: 0.1751 data_time: 0.0018 loss: 2.3708 2023/03/24 10:59:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 10:59:45 - mmengine - INFO - Epoch(train) [11][2000/5005] lr: 3.6768e-02 eta: 3 days, 0:31:49 time: 0.1756 data_time: 0.0018 loss: 2.1742 2023/03/24 11:00:03 - mmengine - INFO - Epoch(train) [11][2100/5005] lr: 3.6768e-02 eta: 3 days, 0:31:30 time: 0.1776 data_time: 0.0018 loss: 2.2915 2023/03/24 11:00:21 - mmengine - INFO - Epoch(train) [11][2200/5005] lr: 3.6768e-02 eta: 3 days, 0:31:03 time: 0.1785 data_time: 0.0018 loss: 2.1149 2023/03/24 11:00:39 - mmengine - INFO - Epoch(train) [11][2300/5005] lr: 3.6768e-02 eta: 3 days, 0:30:46 time: 0.1937 data_time: 0.0018 loss: 2.3579 2023/03/24 11:00:57 - mmengine - INFO - Epoch(train) [11][2400/5005] lr: 3.6768e-02 eta: 3 days, 0:30:29 time: 0.1751 data_time: 0.0018 loss: 2.2256 2023/03/24 11:01:15 - mmengine - INFO - Epoch(train) [11][2500/5005] lr: 3.6768e-02 eta: 3 days, 0:30:04 time: 0.1775 data_time: 0.0017 loss: 2.4612 2023/03/24 11:01:33 - mmengine - INFO - Epoch(train) [11][2600/5005] lr: 3.6768e-02 eta: 3 days, 0:29:40 time: 0.1902 data_time: 0.0018 loss: 2.5904 2023/03/24 11:01:51 - mmengine - INFO - Epoch(train) [11][2700/5005] lr: 3.6768e-02 eta: 3 days, 0:29:14 time: 0.1772 data_time: 0.0018 loss: 2.1919 2023/03/24 11:02:09 - mmengine - INFO - Epoch(train) [11][2800/5005] lr: 3.6768e-02 eta: 3 days, 0:28:57 time: 0.1998 data_time: 0.0018 loss: 2.7339 2023/03/24 11:02:27 - mmengine - INFO - Epoch(train) [11][2900/5005] lr: 3.6768e-02 eta: 3 days, 0:28:34 time: 0.1925 data_time: 0.0018 loss: 2.3840 2023/03/24 11:02:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:02:45 - mmengine - INFO - Epoch(train) [11][3000/5005] lr: 3.6768e-02 eta: 3 days, 0:28:24 time: 0.2115 data_time: 0.0018 loss: 2.6131 2023/03/24 11:03:03 - mmengine - INFO - Epoch(train) [11][3100/5005] lr: 3.6768e-02 eta: 3 days, 0:27:57 time: 0.1783 data_time: 0.0018 loss: 2.3525 2023/03/24 11:03:20 - mmengine - INFO - Epoch(train) [11][3200/5005] lr: 3.6768e-02 eta: 3 days, 0:27:29 time: 0.1764 data_time: 0.0018 loss: 2.4474 2023/03/24 11:03:38 - mmengine - INFO - Epoch(train) [11][3300/5005] lr: 3.6768e-02 eta: 3 days, 0:27:10 time: 0.1767 data_time: 0.0018 loss: 2.2872 2023/03/24 11:03:56 - mmengine - INFO - Epoch(train) [11][3400/5005] lr: 3.6768e-02 eta: 3 days, 0:26:47 time: 0.1755 data_time: 0.0018 loss: 2.4791 2023/03/24 11:04:14 - mmengine - INFO - Epoch(train) [11][3500/5005] lr: 3.6768e-02 eta: 3 days, 0:26:22 time: 0.1777 data_time: 0.0018 loss: 2.5007 2023/03/24 11:04:32 - mmengine - INFO - Epoch(train) [11][3600/5005] lr: 3.6768e-02 eta: 3 days, 0:26:04 time: 0.1937 data_time: 0.0018 loss: 2.1885 2023/03/24 11:04:50 - mmengine - INFO - Epoch(train) [11][3700/5005] lr: 3.6768e-02 eta: 3 days, 0:25:48 time: 0.1978 data_time: 0.0018 loss: 2.1786 2023/03/24 11:05:08 - mmengine - INFO - Epoch(train) [11][3800/5005] lr: 3.6768e-02 eta: 3 days, 0:25:23 time: 0.1772 data_time: 0.0018 loss: 2.0801 2023/03/24 11:05:26 - mmengine - INFO - Epoch(train) [11][3900/5005] lr: 3.6768e-02 eta: 3 days, 0:25:03 time: 0.2009 data_time: 0.0018 loss: 2.3125 2023/03/24 11:05:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:05:44 - mmengine - INFO - Epoch(train) [11][4000/5005] lr: 3.6768e-02 eta: 3 days, 0:24:36 time: 0.1771 data_time: 0.0018 loss: 2.3554 2023/03/24 11:06:01 - mmengine - INFO - Epoch(train) [11][4100/5005] lr: 3.6768e-02 eta: 3 days, 0:24:14 time: 0.1771 data_time: 0.0018 loss: 2.3621 2023/03/24 11:06:19 - mmengine - INFO - Epoch(train) [11][4200/5005] lr: 3.6768e-02 eta: 3 days, 0:23:55 time: 0.1758 data_time: 0.0018 loss: 2.2084 2023/03/24 11:06:37 - mmengine - INFO - Epoch(train) [11][4300/5005] lr: 3.6768e-02 eta: 3 days, 0:23:33 time: 0.1770 data_time: 0.0018 loss: 2.4537 2023/03/24 11:06:55 - mmengine - INFO - Epoch(train) [11][4400/5005] lr: 3.6768e-02 eta: 3 days, 0:23:19 time: 0.1770 data_time: 0.0018 loss: 2.1437 2023/03/24 11:07:13 - mmengine - INFO - Epoch(train) [11][4500/5005] lr: 3.6768e-02 eta: 3 days, 0:22:53 time: 0.1762 data_time: 0.0018 loss: 2.2522 2023/03/24 11:07:31 - mmengine - INFO - Epoch(train) [11][4600/5005] lr: 3.6768e-02 eta: 3 days, 0:22:32 time: 0.1776 data_time: 0.0018 loss: 2.3201 2023/03/24 11:07:49 - mmengine - INFO - Epoch(train) [11][4700/5005] lr: 3.6768e-02 eta: 3 days, 0:22:04 time: 0.1745 data_time: 0.0018 loss: 2.2265 2023/03/24 11:08:06 - mmengine - INFO - Epoch(train) [11][4800/5005] lr: 3.6768e-02 eta: 3 days, 0:21:37 time: 0.1761 data_time: 0.0018 loss: 2.2267 2023/03/24 11:08:24 - mmengine - INFO - Epoch(train) [11][4900/5005] lr: 3.6768e-02 eta: 3 days, 0:21:18 time: 0.1791 data_time: 0.0017 loss: 2.2960 2023/03/24 11:08:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:08:42 - mmengine - INFO - Epoch(train) [11][5000/5005] lr: 3.6768e-02 eta: 3 days, 0:20:58 time: 0.1735 data_time: 0.0024 loss: 2.2407 2023/03/24 11:08:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:08:44 - mmengine - INFO - Saving checkpoint at 11 epochs 2023/03/24 11:08:51 - mmengine - INFO - Epoch(val) [11][100/196] eta: 0:00:06 time: 0.0582 data_time: 0.0205 2023/03/24 11:09:20 - mmengine - INFO - Epoch(val) [11][196/196] accuracy/top1: 54.6740 accuracy/top5: 78.7200data_time: 0.0654 time: 0.1000 2023/03/24 11:09:39 - mmengine - INFO - Epoch(train) [12][ 100/5005] lr: 3.6033e-02 eta: 3 days, 0:20:59 time: 0.1762 data_time: 0.0018 loss: 2.1530 2023/03/24 11:09:57 - mmengine - INFO - Epoch(train) [12][ 200/5005] lr: 3.6033e-02 eta: 3 days, 0:20:41 time: 0.1773 data_time: 0.0018 loss: 2.1410 2023/03/24 11:10:15 - mmengine - INFO - Epoch(train) [12][ 300/5005] lr: 3.6033e-02 eta: 3 days, 0:20:12 time: 0.1767 data_time: 0.0018 loss: 2.5073 2023/03/24 11:10:32 - mmengine - INFO - Epoch(train) [12][ 400/5005] lr: 3.6033e-02 eta: 3 days, 0:19:46 time: 0.1754 data_time: 0.0018 loss: 2.1700 2023/03/24 11:10:50 - mmengine - INFO - Epoch(train) [12][ 500/5005] lr: 3.6033e-02 eta: 3 days, 0:19:26 time: 0.1771 data_time: 0.0018 loss: 2.4513 2023/03/24 11:11:08 - mmengine - INFO - Epoch(train) [12][ 600/5005] lr: 3.6033e-02 eta: 3 days, 0:19:06 time: 0.1777 data_time: 0.0018 loss: 2.2056 2023/03/24 11:11:26 - mmengine - INFO - Epoch(train) [12][ 700/5005] lr: 3.6033e-02 eta: 3 days, 0:18:43 time: 0.1938 data_time: 0.0020 loss: 2.5057 2023/03/24 11:11:44 - mmengine - INFO - Epoch(train) [12][ 800/5005] lr: 3.6033e-02 eta: 3 days, 0:18:23 time: 0.1786 data_time: 0.0018 loss: 2.1030 2023/03/24 11:12:02 - mmengine - INFO - Epoch(train) [12][ 900/5005] lr: 3.6033e-02 eta: 3 days, 0:18:09 time: 0.1766 data_time: 0.0018 loss: 2.1832 2023/03/24 11:12:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:12:20 - mmengine - INFO - Epoch(train) [12][1000/5005] lr: 3.6033e-02 eta: 3 days, 0:17:43 time: 0.1757 data_time: 0.0018 loss: 2.3507 2023/03/24 11:12:38 - mmengine - INFO - Epoch(train) [12][1100/5005] lr: 3.6033e-02 eta: 3 days, 0:17:26 time: 0.1762 data_time: 0.0018 loss: 2.1502 2023/03/24 11:12:56 - mmengine - INFO - Epoch(train) [12][1200/5005] lr: 3.6033e-02 eta: 3 days, 0:17:02 time: 0.1804 data_time: 0.0018 loss: 2.2115 2023/03/24 11:13:14 - mmengine - INFO - Epoch(train) [12][1300/5005] lr: 3.6033e-02 eta: 3 days, 0:16:44 time: 0.1779 data_time: 0.0018 loss: 2.3081 2023/03/24 11:13:32 - mmengine - INFO - Epoch(train) [12][1400/5005] lr: 3.6033e-02 eta: 3 days, 0:16:25 time: 0.2028 data_time: 0.0018 loss: 2.2587 2023/03/24 11:13:50 - mmengine - INFO - Epoch(train) [12][1500/5005] lr: 3.6033e-02 eta: 3 days, 0:16:02 time: 0.1776 data_time: 0.0018 loss: 2.2800 2023/03/24 11:14:08 - mmengine - INFO - Epoch(train) [12][1600/5005] lr: 3.6033e-02 eta: 3 days, 0:15:44 time: 0.1781 data_time: 0.0018 loss: 2.2459 2023/03/24 11:14:25 - mmengine - INFO - Epoch(train) [12][1700/5005] lr: 3.6033e-02 eta: 3 days, 0:15:16 time: 0.1762 data_time: 0.0018 loss: 2.2881 2023/03/24 11:14:43 - mmengine - INFO - Epoch(train) [12][1800/5005] lr: 3.6033e-02 eta: 3 days, 0:14:56 time: 0.1764 data_time: 0.0018 loss: 2.2421 2023/03/24 11:15:01 - mmengine - INFO - Epoch(train) [12][1900/5005] lr: 3.6033e-02 eta: 3 days, 0:14:36 time: 0.1793 data_time: 0.0018 loss: 2.1396 2023/03/24 11:15:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:15:19 - mmengine - INFO - Epoch(train) [12][2000/5005] lr: 3.6033e-02 eta: 3 days, 0:14:15 time: 0.1774 data_time: 0.0018 loss: 2.2277 2023/03/24 11:15:37 - mmengine - INFO - Epoch(train) [12][2100/5005] lr: 3.6033e-02 eta: 3 days, 0:13:55 time: 0.1991 data_time: 0.0019 loss: 2.1433 2023/03/24 11:15:55 - mmengine - INFO - Epoch(train) [12][2200/5005] lr: 3.6033e-02 eta: 3 days, 0:13:36 time: 0.1767 data_time: 0.0018 loss: 2.5034 2023/03/24 11:16:13 - mmengine - INFO - Epoch(train) [12][2300/5005] lr: 3.6033e-02 eta: 3 days, 0:13:17 time: 0.1758 data_time: 0.0018 loss: 2.4443 2023/03/24 11:16:31 - mmengine - INFO - Epoch(train) [12][2400/5005] lr: 3.6033e-02 eta: 3 days, 0:12:50 time: 0.1764 data_time: 0.0018 loss: 2.4610 2023/03/24 11:16:49 - mmengine - INFO - Epoch(train) [12][2500/5005] lr: 3.6033e-02 eta: 3 days, 0:12:31 time: 0.1800 data_time: 0.0018 loss: 2.2091 2023/03/24 11:17:06 - mmengine - INFO - Epoch(train) [12][2600/5005] lr: 3.6033e-02 eta: 3 days, 0:12:06 time: 0.1771 data_time: 0.0018 loss: 2.2635 2023/03/24 11:17:25 - mmengine - INFO - Epoch(train) [12][2700/5005] lr: 3.6033e-02 eta: 3 days, 0:11:50 time: 0.1782 data_time: 0.0018 loss: 2.4491 2023/03/24 11:17:43 - mmengine - INFO - Epoch(train) [12][2800/5005] lr: 3.6033e-02 eta: 3 days, 0:11:29 time: 0.1760 data_time: 0.0018 loss: 2.1696 2023/03/24 11:18:00 - mmengine - INFO - Epoch(train) [12][2900/5005] lr: 3.6033e-02 eta: 3 days, 0:11:09 time: 0.1918 data_time: 0.0018 loss: 2.2659 2023/03/24 11:18:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:18:19 - mmengine - INFO - Epoch(train) [12][3000/5005] lr: 3.6033e-02 eta: 3 days, 0:10:52 time: 0.1774 data_time: 0.0018 loss: 2.4355 2023/03/24 11:18:36 - mmengine - INFO - Epoch(train) [12][3100/5005] lr: 3.6033e-02 eta: 3 days, 0:10:27 time: 0.1773 data_time: 0.0018 loss: 2.2394 2023/03/24 11:18:54 - mmengine - INFO - Epoch(train) [12][3200/5005] lr: 3.6033e-02 eta: 3 days, 0:10:07 time: 0.1780 data_time: 0.0018 loss: 2.3186 2023/03/24 11:19:12 - mmengine - INFO - Epoch(train) [12][3300/5005] lr: 3.6033e-02 eta: 3 days, 0:09:47 time: 0.1760 data_time: 0.0019 loss: 2.1830 2023/03/24 11:19:30 - mmengine - INFO - Epoch(train) [12][3400/5005] lr: 3.6033e-02 eta: 3 days, 0:09:20 time: 0.1762 data_time: 0.0018 loss: 2.2899 2023/03/24 11:19:48 - mmengine - INFO - Epoch(train) [12][3500/5005] lr: 3.6033e-02 eta: 3 days, 0:09:01 time: 0.1780 data_time: 0.0019 loss: 2.3952 2023/03/24 11:20:06 - mmengine - INFO - Epoch(train) [12][3600/5005] lr: 3.6033e-02 eta: 3 days, 0:08:46 time: 0.1784 data_time: 0.0018 loss: 2.3205 2023/03/24 11:20:24 - mmengine - INFO - Epoch(train) [12][3700/5005] lr: 3.6033e-02 eta: 3 days, 0:08:25 time: 0.1780 data_time: 0.0018 loss: 2.1984 2023/03/24 11:20:42 - mmengine - INFO - Epoch(train) [12][3800/5005] lr: 3.6033e-02 eta: 3 days, 0:08:03 time: 0.1768 data_time: 0.0018 loss: 2.2573 2023/03/24 11:20:59 - mmengine - INFO - Epoch(train) [12][3900/5005] lr: 3.6033e-02 eta: 3 days, 0:07:37 time: 0.1749 data_time: 0.0018 loss: 2.4136 2023/03/24 11:21:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:21:17 - mmengine - INFO - Epoch(train) [12][4000/5005] lr: 3.6033e-02 eta: 3 days, 0:07:11 time: 0.1752 data_time: 0.0018 loss: 2.3411 2023/03/24 11:21:35 - mmengine - INFO - Epoch(train) [12][4100/5005] lr: 3.6033e-02 eta: 3 days, 0:06:52 time: 0.1775 data_time: 0.0019 loss: 2.2424 2023/03/24 11:21:53 - mmengine - INFO - Epoch(train) [12][4200/5005] lr: 3.6033e-02 eta: 3 days, 0:06:32 time: 0.1770 data_time: 0.0019 loss: 2.0883 2023/03/24 11:22:11 - mmengine - INFO - Epoch(train) [12][4300/5005] lr: 3.6033e-02 eta: 3 days, 0:06:08 time: 0.1764 data_time: 0.0018 loss: 2.3567 2023/03/24 11:22:29 - mmengine - INFO - Epoch(train) [12][4400/5005] lr: 3.6033e-02 eta: 3 days, 0:05:58 time: 0.1761 data_time: 0.0018 loss: 2.4183 2023/03/24 11:22:47 - mmengine - INFO - Epoch(train) [12][4500/5005] lr: 3.6033e-02 eta: 3 days, 0:05:37 time: 0.1771 data_time: 0.0018 loss: 2.2832 2023/03/24 11:23:05 - mmengine - INFO - Epoch(train) [12][4600/5005] lr: 3.6033e-02 eta: 3 days, 0:05:12 time: 0.1772 data_time: 0.0018 loss: 2.1699 2023/03/24 11:23:23 - mmengine - INFO - Epoch(train) [12][4700/5005] lr: 3.6033e-02 eta: 3 days, 0:04:55 time: 0.1801 data_time: 0.0019 loss: 2.2954 2023/03/24 11:23:41 - mmengine - INFO - Epoch(train) [12][4800/5005] lr: 3.6033e-02 eta: 3 days, 0:04:29 time: 0.1761 data_time: 0.0018 loss: 2.1845 2023/03/24 11:23:58 - mmengine - INFO - Epoch(train) [12][4900/5005] lr: 3.6033e-02 eta: 3 days, 0:04:06 time: 0.1760 data_time: 0.0018 loss: 2.3227 2023/03/24 11:24:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:24:17 - mmengine - INFO - Epoch(train) [12][5000/5005] lr: 3.6033e-02 eta: 3 days, 0:03:50 time: 0.1708 data_time: 0.0024 loss: 2.2530 2023/03/24 11:24:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:24:18 - mmengine - INFO - Saving checkpoint at 12 epochs 2023/03/24 11:24:25 - mmengine - INFO - Epoch(val) [12][100/196] eta: 0:00:06 time: 0.0580 data_time: 0.0179 2023/03/24 11:24:55 - mmengine - INFO - Epoch(val) [12][196/196] accuracy/top1: 54.8900 accuracy/top5: 79.2420data_time: 0.0628 time: 0.1017 2023/03/24 11:25:14 - mmengine - INFO - Epoch(train) [13][ 100/5005] lr: 3.5312e-02 eta: 3 days, 0:03:54 time: 0.1769 data_time: 0.0018 loss: 2.3386 2023/03/24 11:25:31 - mmengine - INFO - Epoch(train) [13][ 200/5005] lr: 3.5312e-02 eta: 3 days, 0:03:30 time: 0.1922 data_time: 0.0019 loss: 2.1293 2023/03/24 11:25:49 - mmengine - INFO - Epoch(train) [13][ 300/5005] lr: 3.5312e-02 eta: 3 days, 0:03:11 time: 0.2009 data_time: 0.0018 loss: 2.2482 2023/03/24 11:26:07 - mmengine - INFO - Epoch(train) [13][ 400/5005] lr: 3.5312e-02 eta: 3 days, 0:02:51 time: 0.1750 data_time: 0.0018 loss: 2.1675 2023/03/24 11:26:25 - mmengine - INFO - Epoch(train) [13][ 500/5005] lr: 3.5312e-02 eta: 3 days, 0:02:26 time: 0.1765 data_time: 0.0018 loss: 2.1732 2023/03/24 11:26:43 - mmengine - INFO - Epoch(train) [13][ 600/5005] lr: 3.5312e-02 eta: 3 days, 0:02:00 time: 0.1761 data_time: 0.0018 loss: 2.0320 2023/03/24 11:27:00 - mmengine - INFO - Epoch(train) [13][ 700/5005] lr: 3.5312e-02 eta: 3 days, 0:01:34 time: 0.1767 data_time: 0.0018 loss: 2.3806 2023/03/24 11:27:18 - mmengine - INFO - Epoch(train) [13][ 800/5005] lr: 3.5312e-02 eta: 3 days, 0:01:15 time: 0.1754 data_time: 0.0018 loss: 2.1524 2023/03/24 11:27:36 - mmengine - INFO - Epoch(train) [13][ 900/5005] lr: 3.5312e-02 eta: 3 days, 0:00:48 time: 0.1769 data_time: 0.0018 loss: 2.1467 2023/03/24 11:27:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:27:54 - mmengine - INFO - Epoch(train) [13][1000/5005] lr: 3.5312e-02 eta: 3 days, 0:00:34 time: 0.1759 data_time: 0.0018 loss: 2.1152 2023/03/24 11:28:12 - mmengine - INFO - Epoch(train) [13][1100/5005] lr: 3.5312e-02 eta: 3 days, 0:00:06 time: 0.1749 data_time: 0.0018 loss: 2.3491 2023/03/24 11:28:30 - mmengine - INFO - Epoch(train) [13][1200/5005] lr: 3.5312e-02 eta: 2 days, 23:59:50 time: 0.1762 data_time: 0.0019 loss: 2.3570 2023/03/24 11:28:48 - mmengine - INFO - Epoch(train) [13][1300/5005] lr: 3.5312e-02 eta: 2 days, 23:59:24 time: 0.1774 data_time: 0.0018 loss: 2.2041 2023/03/24 11:29:05 - mmengine - INFO - Epoch(train) [13][1400/5005] lr: 3.5312e-02 eta: 2 days, 23:59:00 time: 0.1772 data_time: 0.0018 loss: 2.3855 2023/03/24 11:29:24 - mmengine - INFO - Epoch(train) [13][1500/5005] lr: 3.5312e-02 eta: 2 days, 23:58:49 time: 0.1946 data_time: 0.0018 loss: 2.1747 2023/03/24 11:29:42 - mmengine - INFO - Epoch(train) [13][1600/5005] lr: 3.5312e-02 eta: 2 days, 23:58:25 time: 0.1782 data_time: 0.0018 loss: 2.3374 2023/03/24 11:29:59 - mmengine - INFO - Epoch(train) [13][1700/5005] lr: 3.5312e-02 eta: 2 days, 23:58:01 time: 0.1769 data_time: 0.0018 loss: 2.1501 2023/03/24 11:30:17 - mmengine - INFO - Epoch(train) [13][1800/5005] lr: 3.5312e-02 eta: 2 days, 23:57:43 time: 0.1915 data_time: 0.0018 loss: 2.2677 2023/03/24 11:30:35 - mmengine - INFO - Epoch(train) [13][1900/5005] lr: 3.5312e-02 eta: 2 days, 23:57:23 time: 0.1762 data_time: 0.0018 loss: 2.2209 2023/03/24 11:30:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:30:53 - mmengine - INFO - Epoch(train) [13][2000/5005] lr: 3.5312e-02 eta: 2 days, 23:56:57 time: 0.1765 data_time: 0.0018 loss: 2.1898 2023/03/24 11:31:11 - mmengine - INFO - Epoch(train) [13][2100/5005] lr: 3.5312e-02 eta: 2 days, 23:56:41 time: 0.1769 data_time: 0.0018 loss: 2.3597 2023/03/24 11:31:29 - mmengine - INFO - Epoch(train) [13][2200/5005] lr: 3.5312e-02 eta: 2 days, 23:56:21 time: 0.1754 data_time: 0.0018 loss: 2.2483 2023/03/24 11:31:47 - mmengine - INFO - Epoch(train) [13][2300/5005] lr: 3.5312e-02 eta: 2 days, 23:55:57 time: 0.1755 data_time: 0.0018 loss: 2.1954 2023/03/24 11:32:05 - mmengine - INFO - Epoch(train) [13][2400/5005] lr: 3.5312e-02 eta: 2 days, 23:55:35 time: 0.1761 data_time: 0.0018 loss: 2.0284 2023/03/24 11:32:22 - mmengine - INFO - Epoch(train) [13][2500/5005] lr: 3.5312e-02 eta: 2 days, 23:55:10 time: 0.1772 data_time: 0.0018 loss: 2.4910 2023/03/24 11:32:40 - mmengine - INFO - Epoch(train) [13][2600/5005] lr: 3.5312e-02 eta: 2 days, 23:54:47 time: 0.1901 data_time: 0.0018 loss: 2.2376 2023/03/24 11:32:58 - mmengine - INFO - Epoch(train) [13][2700/5005] lr: 3.5312e-02 eta: 2 days, 23:54:32 time: 0.1752 data_time: 0.0018 loss: 2.3114 2023/03/24 11:33:16 - mmengine - INFO - Epoch(train) [13][2800/5005] lr: 3.5312e-02 eta: 2 days, 23:54:07 time: 0.1767 data_time: 0.0018 loss: 2.2251 2023/03/24 11:33:34 - mmengine - INFO - Epoch(train) [13][2900/5005] lr: 3.5312e-02 eta: 2 days, 23:53:51 time: 0.1779 data_time: 0.0019 loss: 2.2595 2023/03/24 11:33:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:33:52 - mmengine - INFO - Epoch(train) [13][3000/5005] lr: 3.5312e-02 eta: 2 days, 23:53:31 time: 0.1773 data_time: 0.0018 loss: 2.1412 2023/03/24 11:34:10 - mmengine - INFO - Epoch(train) [13][3100/5005] lr: 3.5312e-02 eta: 2 days, 23:53:06 time: 0.1763 data_time: 0.0018 loss: 2.1887 2023/03/24 11:34:28 - mmengine - INFO - Epoch(train) [13][3200/5005] lr: 3.5312e-02 eta: 2 days, 23:52:45 time: 0.1767 data_time: 0.0019 loss: 2.1368 2023/03/24 11:34:45 - mmengine - INFO - Epoch(train) [13][3300/5005] lr: 3.5312e-02 eta: 2 days, 23:52:19 time: 0.1767 data_time: 0.0018 loss: 2.1328 2023/03/24 11:35:03 - mmengine - INFO - Epoch(train) [13][3400/5005] lr: 3.5312e-02 eta: 2 days, 23:51:57 time: 0.1910 data_time: 0.0018 loss: 2.3958 2023/03/24 11:35:21 - mmengine - INFO - Epoch(train) [13][3500/5005] lr: 3.5312e-02 eta: 2 days, 23:51:36 time: 0.1776 data_time: 0.0018 loss: 2.1872 2023/03/24 11:35:39 - mmengine - INFO - Epoch(train) [13][3600/5005] lr: 3.5312e-02 eta: 2 days, 23:51:22 time: 0.1753 data_time: 0.0019 loss: 2.2421 2023/03/24 11:35:57 - mmengine - INFO - Epoch(train) [13][3700/5005] lr: 3.5312e-02 eta: 2 days, 23:51:01 time: 0.1737 data_time: 0.0018 loss: 2.1839 2023/03/24 11:36:15 - mmengine - INFO - Epoch(train) [13][3800/5005] lr: 3.5312e-02 eta: 2 days, 23:50:41 time: 0.2004 data_time: 0.0018 loss: 2.2404 2023/03/24 11:36:33 - mmengine - INFO - Epoch(train) [13][3900/5005] lr: 3.5312e-02 eta: 2 days, 23:50:15 time: 0.1771 data_time: 0.0018 loss: 2.3903 2023/03/24 11:36:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:36:50 - mmengine - INFO - Epoch(train) [13][4000/5005] lr: 3.5312e-02 eta: 2 days, 23:49:49 time: 0.1749 data_time: 0.0019 loss: 2.2024 2023/03/24 11:37:08 - mmengine - INFO - Epoch(train) [13][4100/5005] lr: 3.5312e-02 eta: 2 days, 23:49:28 time: 0.1757 data_time: 0.0018 loss: 2.2925 2023/03/24 11:37:26 - mmengine - INFO - Epoch(train) [13][4200/5005] lr: 3.5312e-02 eta: 2 days, 23:49:02 time: 0.1775 data_time: 0.0018 loss: 2.1601 2023/03/24 11:37:44 - mmengine - INFO - Epoch(train) [13][4300/5005] lr: 3.5312e-02 eta: 2 days, 23:48:47 time: 0.1779 data_time: 0.0018 loss: 2.4308 2023/03/24 11:38:02 - mmengine - INFO - Epoch(train) [13][4400/5005] lr: 3.5312e-02 eta: 2 days, 23:48:31 time: 0.1761 data_time: 0.0019 loss: 2.2181 2023/03/24 11:38:20 - mmengine - INFO - Epoch(train) [13][4500/5005] lr: 3.5312e-02 eta: 2 days, 23:48:08 time: 0.1764 data_time: 0.0018 loss: 2.1345 2023/03/24 11:38:38 - mmengine - INFO - Epoch(train) [13][4600/5005] lr: 3.5312e-02 eta: 2 days, 23:47:43 time: 0.1768 data_time: 0.0019 loss: 2.2245 2023/03/24 11:38:56 - mmengine - INFO - Epoch(train) [13][4700/5005] lr: 3.5312e-02 eta: 2 days, 23:47:23 time: 0.1750 data_time: 0.0019 loss: 2.3173 2023/03/24 11:39:13 - mmengine - INFO - Epoch(train) [13][4800/5005] lr: 3.5312e-02 eta: 2 days, 23:46:58 time: 0.1748 data_time: 0.0019 loss: 2.1170 2023/03/24 11:39:31 - mmengine - INFO - Epoch(train) [13][4900/5005] lr: 3.5312e-02 eta: 2 days, 23:46:40 time: 0.1791 data_time: 0.0019 loss: 2.4156 2023/03/24 11:39:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:39:49 - mmengine - INFO - Epoch(train) [13][5000/5005] lr: 3.5312e-02 eta: 2 days, 23:46:22 time: 0.1743 data_time: 0.0025 loss: 2.2766 2023/03/24 11:39:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:39:51 - mmengine - INFO - Saving checkpoint at 13 epochs 2023/03/24 11:39:58 - mmengine - INFO - Epoch(val) [13][100/196] eta: 0:00:06 time: 0.0595 data_time: 0.0207 2023/03/24 11:40:27 - mmengine - INFO - Epoch(val) [13][196/196] accuracy/top1: 56.3500 accuracy/top5: 80.3560data_time: 0.0609 time: 0.1002 2023/03/24 11:40:46 - mmengine - INFO - Epoch(train) [14][ 100/5005] lr: 3.4606e-02 eta: 2 days, 23:46:37 time: 0.1944 data_time: 0.0018 loss: 2.2561 2023/03/24 11:41:04 - mmengine - INFO - Epoch(train) [14][ 200/5005] lr: 3.4606e-02 eta: 2 days, 23:46:13 time: 0.1767 data_time: 0.0019 loss: 2.1993 2023/03/24 11:41:22 - mmengine - INFO - Epoch(train) [14][ 300/5005] lr: 3.4606e-02 eta: 2 days, 23:45:52 time: 0.1745 data_time: 0.0019 loss: 2.0920 2023/03/24 11:41:40 - mmengine - INFO - Epoch(train) [14][ 400/5005] lr: 3.4606e-02 eta: 2 days, 23:45:34 time: 0.1773 data_time: 0.0021 loss: 2.2465 2023/03/24 11:41:58 - mmengine - INFO - Epoch(train) [14][ 500/5005] lr: 3.4606e-02 eta: 2 days, 23:45:11 time: 0.1781 data_time: 0.0018 loss: 2.1924 2023/03/24 11:42:15 - mmengine - INFO - Epoch(train) [14][ 600/5005] lr: 3.4606e-02 eta: 2 days, 23:44:46 time: 0.1770 data_time: 0.0018 loss: 2.2571 2023/03/24 11:42:33 - mmengine - INFO - Epoch(train) [14][ 700/5005] lr: 3.4606e-02 eta: 2 days, 23:44:28 time: 0.1768 data_time: 0.0019 loss: 2.4001 2023/03/24 11:42:51 - mmengine - INFO - Epoch(train) [14][ 800/5005] lr: 3.4606e-02 eta: 2 days, 23:44:04 time: 0.1784 data_time: 0.0018 loss: 2.3547 2023/03/24 11:43:09 - mmengine - INFO - Epoch(train) [14][ 900/5005] lr: 3.4606e-02 eta: 2 days, 23:43:49 time: 0.1775 data_time: 0.0019 loss: 2.1969 2023/03/24 11:43:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:43:28 - mmengine - INFO - Epoch(train) [14][1000/5005] lr: 3.4606e-02 eta: 2 days, 23:43:34 time: 0.1773 data_time: 0.0018 loss: 2.1849 2023/03/24 11:43:45 - mmengine - INFO - Epoch(train) [14][1100/5005] lr: 3.4606e-02 eta: 2 days, 23:43:08 time: 0.1768 data_time: 0.0019 loss: 2.0617 2023/03/24 11:44:03 - mmengine - INFO - Epoch(train) [14][1200/5005] lr: 3.4606e-02 eta: 2 days, 23:42:52 time: 0.1750 data_time: 0.0018 loss: 2.1305 2023/03/24 11:44:21 - mmengine - INFO - Epoch(train) [14][1300/5005] lr: 3.4606e-02 eta: 2 days, 23:42:29 time: 0.1770 data_time: 0.0018 loss: 2.2538 2023/03/24 11:44:39 - mmengine - INFO - Epoch(train) [14][1400/5005] lr: 3.4606e-02 eta: 2 days, 23:42:03 time: 0.1775 data_time: 0.0019 loss: 2.3741 2023/03/24 11:44:57 - mmengine - INFO - Epoch(train) [14][1500/5005] lr: 3.4606e-02 eta: 2 days, 23:41:43 time: 0.1774 data_time: 0.0018 loss: 2.0937 2023/03/24 11:45:15 - mmengine - INFO - Epoch(train) [14][1600/5005] lr: 3.4606e-02 eta: 2 days, 23:41:22 time: 0.1769 data_time: 0.0019 loss: 2.2620 2023/03/24 11:45:33 - mmengine - INFO - Epoch(train) [14][1700/5005] lr: 3.4606e-02 eta: 2 days, 23:41:07 time: 0.1787 data_time: 0.0019 loss: 2.1413 2023/03/24 11:45:51 - mmengine - INFO - Epoch(train) [14][1800/5005] lr: 3.4606e-02 eta: 2 days, 23:40:46 time: 0.1768 data_time: 0.0019 loss: 2.3060 2023/03/24 11:46:08 - mmengine - INFO - Epoch(train) [14][1900/5005] lr: 3.4606e-02 eta: 2 days, 23:40:25 time: 0.1777 data_time: 0.0019 loss: 2.3541 2023/03/24 11:46:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:46:27 - mmengine - INFO - Epoch(train) [14][2000/5005] lr: 3.4606e-02 eta: 2 days, 23:40:11 time: 0.1767 data_time: 0.0019 loss: 2.1549 2023/03/24 11:46:44 - mmengine - INFO - Epoch(train) [14][2100/5005] lr: 3.4606e-02 eta: 2 days, 23:39:48 time: 0.1784 data_time: 0.0018 loss: 2.4368 2023/03/24 11:47:02 - mmengine - INFO - Epoch(train) [14][2200/5005] lr: 3.4606e-02 eta: 2 days, 23:39:25 time: 0.1772 data_time: 0.0018 loss: 2.2635 2023/03/24 11:47:20 - mmengine - INFO - Epoch(train) [14][2300/5005] lr: 3.4606e-02 eta: 2 days, 23:39:05 time: 0.1776 data_time: 0.0018 loss: 2.0892 2023/03/24 11:47:38 - mmengine - INFO - Epoch(train) [14][2400/5005] lr: 3.4606e-02 eta: 2 days, 23:38:44 time: 0.1820 data_time: 0.0019 loss: 2.2630 2023/03/24 11:47:56 - mmengine - INFO - Epoch(train) [14][2500/5005] lr: 3.4606e-02 eta: 2 days, 23:38:25 time: 0.1769 data_time: 0.0018 loss: 2.4194 2023/03/24 11:48:14 - mmengine - INFO - Epoch(train) [14][2600/5005] lr: 3.4606e-02 eta: 2 days, 23:38:09 time: 0.1784 data_time: 0.0019 loss: 2.1665 2023/03/24 11:48:32 - mmengine - INFO - Epoch(train) [14][2700/5005] lr: 3.4606e-02 eta: 2 days, 23:37:49 time: 0.1769 data_time: 0.0019 loss: 2.2174 2023/03/24 11:48:50 - mmengine - INFO - Epoch(train) [14][2800/5005] lr: 3.4606e-02 eta: 2 days, 23:37:24 time: 0.1770 data_time: 0.0019 loss: 2.5002 2023/03/24 11:49:08 - mmengine - INFO - Epoch(train) [14][2900/5005] lr: 3.4606e-02 eta: 2 days, 23:37:10 time: 0.1951 data_time: 0.0019 loss: 2.0596 2023/03/24 11:49:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:49:26 - mmengine - INFO - Epoch(train) [14][3000/5005] lr: 3.4606e-02 eta: 2 days, 23:36:45 time: 0.1770 data_time: 0.0018 loss: 2.1968 2023/03/24 11:49:43 - mmengine - INFO - Epoch(train) [14][3100/5005] lr: 3.4606e-02 eta: 2 days, 23:36:24 time: 0.1773 data_time: 0.0019 loss: 2.4086 2023/03/24 11:50:01 - mmengine - INFO - Epoch(train) [14][3200/5005] lr: 3.4606e-02 eta: 2 days, 23:35:59 time: 0.1786 data_time: 0.0019 loss: 2.2282 2023/03/24 11:50:19 - mmengine - INFO - Epoch(train) [14][3300/5005] lr: 3.4606e-02 eta: 2 days, 23:35:39 time: 0.1763 data_time: 0.0019 loss: 2.4032 2023/03/24 11:50:37 - mmengine - INFO - Epoch(train) [14][3400/5005] lr: 3.4606e-02 eta: 2 days, 23:35:22 time: 0.1763 data_time: 0.0019 loss: 2.1415 2023/03/24 11:50:55 - mmengine - INFO - Epoch(train) [14][3500/5005] lr: 3.4606e-02 eta: 2 days, 23:34:59 time: 0.1766 data_time: 0.0018 loss: 2.1068 2023/03/24 11:51:13 - mmengine - INFO - Epoch(train) [14][3600/5005] lr: 3.4606e-02 eta: 2 days, 23:34:36 time: 0.1777 data_time: 0.0018 loss: 2.1259 2023/03/24 11:51:31 - mmengine - INFO - Epoch(train) [14][3700/5005] lr: 3.4606e-02 eta: 2 days, 23:34:20 time: 0.1787 data_time: 0.0018 loss: 2.1457 2023/03/24 11:51:49 - mmengine - INFO - Epoch(train) [14][3800/5005] lr: 3.4606e-02 eta: 2 days, 23:34:03 time: 0.1765 data_time: 0.0018 loss: 2.3581 2023/03/24 11:52:07 - mmengine - INFO - Epoch(train) [14][3900/5005] lr: 3.4606e-02 eta: 2 days, 23:33:40 time: 0.1778 data_time: 0.0019 loss: 2.2114 2023/03/24 11:52:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:52:24 - mmengine - INFO - Epoch(train) [14][4000/5005] lr: 3.4606e-02 eta: 2 days, 23:33:15 time: 0.1771 data_time: 0.0019 loss: 2.5150 2023/03/24 11:52:42 - mmengine - INFO - Epoch(train) [14][4100/5005] lr: 3.4606e-02 eta: 2 days, 23:32:55 time: 0.1754 data_time: 0.0018 loss: 2.3929 2023/03/24 11:53:00 - mmengine - INFO - Epoch(train) [14][4200/5005] lr: 3.4606e-02 eta: 2 days, 23:32:36 time: 0.1766 data_time: 0.0018 loss: 2.2171 2023/03/24 11:53:19 - mmengine - INFO - Epoch(train) [14][4300/5005] lr: 3.4606e-02 eta: 2 days, 23:32:24 time: 0.1752 data_time: 0.0019 loss: 2.2381 2023/03/24 11:53:36 - mmengine - INFO - Epoch(train) [14][4400/5005] lr: 3.4606e-02 eta: 2 days, 23:31:59 time: 0.1782 data_time: 0.0019 loss: 2.1872 2023/03/24 11:53:54 - mmengine - INFO - Epoch(train) [14][4500/5005] lr: 3.4606e-02 eta: 2 days, 23:31:43 time: 0.1764 data_time: 0.0018 loss: 2.2987 2023/03/24 11:54:12 - mmengine - INFO - Epoch(train) [14][4600/5005] lr: 3.4606e-02 eta: 2 days, 23:31:19 time: 0.1772 data_time: 0.0018 loss: 2.1772 2023/03/24 11:54:30 - mmengine - INFO - Epoch(train) [14][4700/5005] lr: 3.4606e-02 eta: 2 days, 23:31:00 time: 0.1763 data_time: 0.0019 loss: 1.9005 2023/03/24 11:54:48 - mmengine - INFO - Epoch(train) [14][4800/5005] lr: 3.4606e-02 eta: 2 days, 23:30:37 time: 0.1778 data_time: 0.0019 loss: 2.1668 2023/03/24 11:55:06 - mmengine - INFO - Epoch(train) [14][4900/5005] lr: 3.4606e-02 eta: 2 days, 23:30:16 time: 0.1903 data_time: 0.0019 loss: 2.5363 2023/03/24 11:55:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:55:24 - mmengine - INFO - Epoch(train) [14][5000/5005] lr: 3.4606e-02 eta: 2 days, 23:29:55 time: 0.1754 data_time: 0.0025 loss: 2.4650 2023/03/24 11:55:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:55:25 - mmengine - INFO - Saving checkpoint at 14 epochs 2023/03/24 11:55:32 - mmengine - INFO - Epoch(val) [14][100/196] eta: 0:00:06 time: 0.0604 data_time: 0.0215 2023/03/24 11:56:02 - mmengine - INFO - Epoch(val) [14][196/196] accuracy/top1: 57.1720 accuracy/top5: 80.5000data_time: 0.0659 time: 0.1027 2023/03/24 11:56:21 - mmengine - INFO - Epoch(train) [15][ 100/5005] lr: 3.3914e-02 eta: 2 days, 23:29:58 time: 0.1767 data_time: 0.0019 loss: 2.2775 2023/03/24 11:56:39 - mmengine - INFO - Epoch(train) [15][ 200/5005] lr: 3.3914e-02 eta: 2 days, 23:29:38 time: 0.1784 data_time: 0.0018 loss: 2.2152 2023/03/24 11:56:57 - mmengine - INFO - Epoch(train) [15][ 300/5005] lr: 3.3914e-02 eta: 2 days, 23:29:19 time: 0.1777 data_time: 0.0019 loss: 2.2760 2023/03/24 11:57:15 - mmengine - INFO - Epoch(train) [15][ 400/5005] lr: 3.3914e-02 eta: 2 days, 23:29:01 time: 0.1783 data_time: 0.0021 loss: 2.1184 2023/03/24 11:57:32 - mmengine - INFO - Epoch(train) [15][ 500/5005] lr: 3.3914e-02 eta: 2 days, 23:28:41 time: 0.1776 data_time: 0.0019 loss: 2.0825 2023/03/24 11:57:50 - mmengine - INFO - Epoch(train) [15][ 600/5005] lr: 3.3914e-02 eta: 2 days, 23:28:21 time: 0.1783 data_time: 0.0019 loss: 2.3169 2023/03/24 11:58:08 - mmengine - INFO - Epoch(train) [15][ 700/5005] lr: 3.3914e-02 eta: 2 days, 23:28:01 time: 0.1908 data_time: 0.0019 loss: 2.0759 2023/03/24 11:58:26 - mmengine - INFO - Epoch(train) [15][ 800/5005] lr: 3.3914e-02 eta: 2 days, 23:27:36 time: 0.1769 data_time: 0.0018 loss: 2.0833 2023/03/24 11:58:44 - mmengine - INFO - Epoch(train) [15][ 900/5005] lr: 3.3914e-02 eta: 2 days, 23:27:12 time: 0.1769 data_time: 0.0018 loss: 1.9888 2023/03/24 11:58:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 11:59:02 - mmengine - INFO - Epoch(train) [15][1000/5005] lr: 3.3914e-02 eta: 2 days, 23:26:57 time: 0.1892 data_time: 0.0020 loss: 2.1804 2023/03/24 11:59:20 - mmengine - INFO - Epoch(train) [15][1100/5005] lr: 3.3914e-02 eta: 2 days, 23:26:36 time: 0.1776 data_time: 0.0019 loss: 2.1598 2023/03/24 11:59:38 - mmengine - INFO - Epoch(train) [15][1200/5005] lr: 3.3914e-02 eta: 2 days, 23:26:14 time: 0.1786 data_time: 0.0020 loss: 2.1620 2023/03/24 11:59:55 - mmengine - INFO - Epoch(train) [15][1300/5005] lr: 3.3914e-02 eta: 2 days, 23:25:55 time: 0.1785 data_time: 0.0019 loss: 2.2511 2023/03/24 12:00:14 - mmengine - INFO - Epoch(train) [15][1400/5005] lr: 3.3914e-02 eta: 2 days, 23:25:39 time: 0.1776 data_time: 0.0019 loss: 2.0864 2023/03/24 12:00:31 - mmengine - INFO - Epoch(train) [15][1500/5005] lr: 3.3914e-02 eta: 2 days, 23:25:18 time: 0.1766 data_time: 0.0019 loss: 2.1199 2023/03/24 12:00:49 - mmengine - INFO - Epoch(train) [15][1600/5005] lr: 3.3914e-02 eta: 2 days, 23:24:56 time: 0.1769 data_time: 0.0019 loss: 2.2637 2023/03/24 12:01:07 - mmengine - INFO - Epoch(train) [15][1700/5005] lr: 3.3914e-02 eta: 2 days, 23:24:36 time: 0.1767 data_time: 0.0018 loss: 2.2432 2023/03/24 12:01:25 - mmengine - INFO - Epoch(train) [15][1800/5005] lr: 3.3914e-02 eta: 2 days, 23:24:14 time: 0.1784 data_time: 0.0019 loss: 2.2303 2023/03/24 12:01:43 - mmengine - INFO - Epoch(train) [15][1900/5005] lr: 3.3914e-02 eta: 2 days, 23:24:01 time: 0.1784 data_time: 0.0019 loss: 2.1318 2023/03/24 12:01:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:02:01 - mmengine - INFO - Epoch(train) [15][2000/5005] lr: 3.3914e-02 eta: 2 days, 23:23:40 time: 0.1799 data_time: 0.0019 loss: 2.2834 2023/03/24 12:02:19 - mmengine - INFO - Epoch(train) [15][2100/5005] lr: 3.3914e-02 eta: 2 days, 23:23:21 time: 0.1779 data_time: 0.0019 loss: 2.2511 2023/03/24 12:02:37 - mmengine - INFO - Epoch(train) [15][2200/5005] lr: 3.3914e-02 eta: 2 days, 23:23:05 time: 0.1791 data_time: 0.0019 loss: 2.1836 2023/03/24 12:02:55 - mmengine - INFO - Epoch(train) [15][2300/5005] lr: 3.3914e-02 eta: 2 days, 23:22:47 time: 0.1786 data_time: 0.0018 loss: 2.2663 2023/03/24 12:03:13 - mmengine - INFO - Epoch(train) [15][2400/5005] lr: 3.3914e-02 eta: 2 days, 23:22:27 time: 0.1769 data_time: 0.0021 loss: 2.1956 2023/03/24 12:03:31 - mmengine - INFO - Epoch(train) [15][2500/5005] lr: 3.3914e-02 eta: 2 days, 23:22:03 time: 0.1743 data_time: 0.0018 loss: 2.4360 2023/03/24 12:03:49 - mmengine - INFO - Epoch(train) [15][2600/5005] lr: 3.3914e-02 eta: 2 days, 23:21:42 time: 0.1789 data_time: 0.0018 loss: 2.0325 2023/03/24 12:04:07 - mmengine - INFO - Epoch(train) [15][2700/5005] lr: 3.3914e-02 eta: 2 days, 23:21:25 time: 0.1795 data_time: 0.0019 loss: 2.2732 2023/03/24 12:04:25 - mmengine - INFO - Epoch(train) [15][2800/5005] lr: 3.3914e-02 eta: 2 days, 23:21:08 time: 0.1776 data_time: 0.0019 loss: 2.4268 2023/03/24 12:04:43 - mmengine - INFO - Epoch(train) [15][2900/5005] lr: 3.3914e-02 eta: 2 days, 23:20:52 time: 0.1775 data_time: 0.0019 loss: 2.1276 2023/03/24 12:04:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:05:01 - mmengine - INFO - Epoch(train) [15][3000/5005] lr: 3.3914e-02 eta: 2 days, 23:20:36 time: 0.1991 data_time: 0.0019 loss: 2.4550 2023/03/24 12:05:19 - mmengine - INFO - Epoch(train) [15][3100/5005] lr: 3.3914e-02 eta: 2 days, 23:20:13 time: 0.1783 data_time: 0.0018 loss: 2.2695 2023/03/24 12:05:37 - mmengine - INFO - Epoch(train) [15][3200/5005] lr: 3.3914e-02 eta: 2 days, 23:19:57 time: 0.1794 data_time: 0.0019 loss: 1.9491 2023/03/24 12:05:55 - mmengine - INFO - Epoch(train) [15][3300/5005] lr: 3.3914e-02 eta: 2 days, 23:19:34 time: 0.1761 data_time: 0.0019 loss: 2.2692 2023/03/24 12:06:13 - mmengine - INFO - Epoch(train) [15][3400/5005] lr: 3.3914e-02 eta: 2 days, 23:19:12 time: 0.1771 data_time: 0.0018 loss: 2.2935 2023/03/24 12:06:30 - mmengine - INFO - Epoch(train) [15][3500/5005] lr: 3.3914e-02 eta: 2 days, 23:18:50 time: 0.1759 data_time: 0.0018 loss: 2.0052 2023/03/24 12:06:48 - mmengine - INFO - Epoch(train) [15][3600/5005] lr: 3.3914e-02 eta: 2 days, 23:18:31 time: 0.1783 data_time: 0.0019 loss: 2.3130 2023/03/24 12:07:06 - mmengine - INFO - Epoch(train) [15][3700/5005] lr: 3.3914e-02 eta: 2 days, 23:18:12 time: 0.1782 data_time: 0.0019 loss: 2.3394 2023/03/24 12:07:24 - mmengine - INFO - Epoch(train) [15][3800/5005] lr: 3.3914e-02 eta: 2 days, 23:17:55 time: 0.1761 data_time: 0.0019 loss: 2.1640 2023/03/24 12:07:42 - mmengine - INFO - Epoch(train) [15][3900/5005] lr: 3.3914e-02 eta: 2 days, 23:17:38 time: 0.1777 data_time: 0.0019 loss: 2.2047 2023/03/24 12:07:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:08:00 - mmengine - INFO - Epoch(train) [15][4000/5005] lr: 3.3914e-02 eta: 2 days, 23:17:16 time: 0.1780 data_time: 0.0019 loss: 2.2962 2023/03/24 12:08:18 - mmengine - INFO - Epoch(train) [15][4100/5005] lr: 3.3914e-02 eta: 2 days, 23:16:57 time: 0.1758 data_time: 0.0019 loss: 2.1282 2023/03/24 12:08:36 - mmengine - INFO - Epoch(train) [15][4200/5005] lr: 3.3914e-02 eta: 2 days, 23:16:35 time: 0.1782 data_time: 0.0019 loss: 2.2355 2023/03/24 12:08:54 - mmengine - INFO - Epoch(train) [15][4300/5005] lr: 3.3914e-02 eta: 2 days, 23:16:14 time: 0.1787 data_time: 0.0019 loss: 2.0969 2023/03/24 12:09:12 - mmengine - INFO - Epoch(train) [15][4400/5005] lr: 3.3914e-02 eta: 2 days, 23:15:55 time: 0.1786 data_time: 0.0019 loss: 2.1556 2023/03/24 12:09:30 - mmengine - INFO - Epoch(train) [15][4500/5005] lr: 3.3914e-02 eta: 2 days, 23:15:36 time: 0.1770 data_time: 0.0019 loss: 2.1456 2023/03/24 12:09:48 - mmengine - INFO - Epoch(train) [15][4600/5005] lr: 3.3914e-02 eta: 2 days, 23:15:20 time: 0.1763 data_time: 0.0019 loss: 2.3272 2023/03/24 12:10:06 - mmengine - INFO - Epoch(train) [15][4700/5005] lr: 3.3914e-02 eta: 2 days, 23:15:03 time: 0.1766 data_time: 0.0019 loss: 2.1368 2023/03/24 12:10:24 - mmengine - INFO - Epoch(train) [15][4800/5005] lr: 3.3914e-02 eta: 2 days, 23:14:41 time: 0.1769 data_time: 0.0019 loss: 2.3411 2023/03/24 12:10:42 - mmengine - INFO - Epoch(train) [15][4900/5005] lr: 3.3914e-02 eta: 2 days, 23:14:19 time: 0.1782 data_time: 0.0018 loss: 2.3424 2023/03/24 12:10:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:11:00 - mmengine - INFO - Epoch(train) [15][5000/5005] lr: 3.3914e-02 eta: 2 days, 23:14:02 time: 0.1750 data_time: 0.0025 loss: 2.3083 2023/03/24 12:11:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:11:01 - mmengine - INFO - Saving checkpoint at 15 epochs 2023/03/24 12:11:08 - mmengine - INFO - Epoch(val) [15][100/196] eta: 0:00:06 time: 0.0586 data_time: 0.0196 2023/03/24 12:11:38 - mmengine - INFO - Epoch(val) [15][196/196] accuracy/top1: 57.9120 accuracy/top5: 80.9700data_time: 0.0519 time: 0.0903 2023/03/24 12:11:57 - mmengine - INFO - Epoch(train) [16][ 100/5005] lr: 3.3236e-02 eta: 2 days, 23:13:56 time: 0.1771 data_time: 0.0019 loss: 2.1242 2023/03/24 12:12:15 - mmengine - INFO - Epoch(train) [16][ 200/5005] lr: 3.3236e-02 eta: 2 days, 23:13:36 time: 0.1781 data_time: 0.0019 loss: 2.0094 2023/03/24 12:12:33 - mmengine - INFO - Epoch(train) [16][ 300/5005] lr: 3.3236e-02 eta: 2 days, 23:13:17 time: 0.1771 data_time: 0.0018 loss: 1.9513 2023/03/24 12:12:50 - mmengine - INFO - Epoch(train) [16][ 400/5005] lr: 3.3236e-02 eta: 2 days, 23:12:54 time: 0.1764 data_time: 0.0019 loss: 2.0529 2023/03/24 12:13:08 - mmengine - INFO - Epoch(train) [16][ 500/5005] lr: 3.3236e-02 eta: 2 days, 23:12:39 time: 0.1768 data_time: 0.0019 loss: 2.1452 2023/03/24 12:13:26 - mmengine - INFO - Epoch(train) [16][ 600/5005] lr: 3.3236e-02 eta: 2 days, 23:12:14 time: 0.1777 data_time: 0.0019 loss: 2.0991 2023/03/24 12:13:44 - mmengine - INFO - Epoch(train) [16][ 700/5005] lr: 3.3236e-02 eta: 2 days, 23:11:51 time: 0.1755 data_time: 0.0019 loss: 2.1555 2023/03/24 12:14:02 - mmengine - INFO - Epoch(train) [16][ 800/5005] lr: 3.3236e-02 eta: 2 days, 23:11:27 time: 0.1770 data_time: 0.0019 loss: 1.9219 2023/03/24 12:14:19 - mmengine - INFO - Epoch(train) [16][ 900/5005] lr: 3.3236e-02 eta: 2 days, 23:11:07 time: 0.1971 data_time: 0.0019 loss: 2.2363 2023/03/24 12:14:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:14:38 - mmengine - INFO - Epoch(train) [16][1000/5005] lr: 3.3236e-02 eta: 2 days, 23:10:49 time: 0.1867 data_time: 0.0019 loss: 2.0989 2023/03/24 12:14:56 - mmengine - INFO - Epoch(train) [16][1100/5005] lr: 3.3236e-02 eta: 2 days, 23:10:34 time: 0.1756 data_time: 0.0019 loss: 2.4278 2023/03/24 12:15:13 - mmengine - INFO - Epoch(train) [16][1200/5005] lr: 3.3236e-02 eta: 2 days, 23:10:11 time: 0.1775 data_time: 0.0018 loss: 2.1236 2023/03/24 12:15:32 - mmengine - INFO - Epoch(train) [16][1300/5005] lr: 3.3236e-02 eta: 2 days, 23:09:56 time: 0.1758 data_time: 0.0020 loss: 2.1526 2023/03/24 12:15:49 - mmengine - INFO - Epoch(train) [16][1400/5005] lr: 3.3236e-02 eta: 2 days, 23:09:32 time: 0.1766 data_time: 0.0019 loss: 2.1381 2023/03/24 12:16:07 - mmengine - INFO - Epoch(train) [16][1500/5005] lr: 3.3236e-02 eta: 2 days, 23:09:09 time: 0.1782 data_time: 0.0019 loss: 2.2920 2023/03/24 12:16:25 - mmengine - INFO - Epoch(train) [16][1600/5005] lr: 3.3236e-02 eta: 2 days, 23:08:49 time: 0.1777 data_time: 0.0019 loss: 2.0957 2023/03/24 12:16:43 - mmengine - INFO - Epoch(train) [16][1700/5005] lr: 3.3236e-02 eta: 2 days, 23:08:29 time: 0.1765 data_time: 0.0018 loss: 2.3335 2023/03/24 12:17:01 - mmengine - INFO - Epoch(train) [16][1800/5005] lr: 3.3236e-02 eta: 2 days, 23:08:11 time: 0.1755 data_time: 0.0019 loss: 2.3873 2023/03/24 12:17:19 - mmengine - INFO - Epoch(train) [16][1900/5005] lr: 3.3236e-02 eta: 2 days, 23:07:55 time: 0.1738 data_time: 0.0019 loss: 2.1649 2023/03/24 12:17:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:17:37 - mmengine - INFO - Epoch(train) [16][2000/5005] lr: 3.3236e-02 eta: 2 days, 23:07:32 time: 0.1782 data_time: 0.0019 loss: 2.3089 2023/03/24 12:17:55 - mmengine - INFO - Epoch(train) [16][2100/5005] lr: 3.3236e-02 eta: 2 days, 23:07:13 time: 0.1746 data_time: 0.0019 loss: 2.0218 2023/03/24 12:18:13 - mmengine - INFO - Epoch(train) [16][2200/5005] lr: 3.3236e-02 eta: 2 days, 23:06:52 time: 0.1746 data_time: 0.0019 loss: 2.1142 2023/03/24 12:18:31 - mmengine - INFO - Epoch(train) [16][2300/5005] lr: 3.3236e-02 eta: 2 days, 23:06:35 time: 0.1752 data_time: 0.0019 loss: 2.0920 2023/03/24 12:18:48 - mmengine - INFO - Epoch(train) [16][2400/5005] lr: 3.3236e-02 eta: 2 days, 23:06:12 time: 0.1771 data_time: 0.0019 loss: 2.2663 2023/03/24 12:19:06 - mmengine - INFO - Epoch(train) [16][2500/5005] lr: 3.3236e-02 eta: 2 days, 23:05:50 time: 0.1780 data_time: 0.0019 loss: 2.3347 2023/03/24 12:19:24 - mmengine - INFO - Epoch(train) [16][2600/5005] lr: 3.3236e-02 eta: 2 days, 23:05:31 time: 0.1997 data_time: 0.0019 loss: 2.0176 2023/03/24 12:19:42 - mmengine - INFO - Epoch(train) [16][2700/5005] lr: 3.3236e-02 eta: 2 days, 23:05:10 time: 0.1776 data_time: 0.0020 loss: 2.1992 2023/03/24 12:20:00 - mmengine - INFO - Epoch(train) [16][2800/5005] lr: 3.3236e-02 eta: 2 days, 23:04:52 time: 0.1776 data_time: 0.0021 loss: 2.1516 2023/03/24 12:20:18 - mmengine - INFO - Epoch(train) [16][2900/5005] lr: 3.3236e-02 eta: 2 days, 23:04:29 time: 0.1768 data_time: 0.0019 loss: 2.1662 2023/03/24 12:20:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:20:36 - mmengine - INFO - Epoch(train) [16][3000/5005] lr: 3.3236e-02 eta: 2 days, 23:04:15 time: 0.1784 data_time: 0.0019 loss: 2.2890 2023/03/24 12:20:54 - mmengine - INFO - Epoch(train) [16][3100/5005] lr: 3.3236e-02 eta: 2 days, 23:03:56 time: 0.1749 data_time: 0.0019 loss: 2.1488 2023/03/24 12:21:12 - mmengine - INFO - Epoch(train) [16][3200/5005] lr: 3.3236e-02 eta: 2 days, 23:03:34 time: 0.1784 data_time: 0.0023 loss: 2.4572 2023/03/24 12:21:29 - mmengine - INFO - Epoch(train) [16][3300/5005] lr: 3.3236e-02 eta: 2 days, 23:03:12 time: 0.1780 data_time: 0.0019 loss: 2.1016 2023/03/24 12:21:47 - mmengine - INFO - Epoch(train) [16][3400/5005] lr: 3.3236e-02 eta: 2 days, 23:02:50 time: 0.1794 data_time: 0.0019 loss: 2.2184 2023/03/24 12:22:05 - mmengine - INFO - Epoch(train) [16][3500/5005] lr: 3.3236e-02 eta: 2 days, 23:02:32 time: 0.1763 data_time: 0.0019 loss: 2.2503 2023/03/24 12:22:23 - mmengine - INFO - Epoch(train) [16][3600/5005] lr: 3.3236e-02 eta: 2 days, 23:02:16 time: 0.1764 data_time: 0.0019 loss: 2.0838 2023/03/24 12:22:41 - mmengine - INFO - Epoch(train) [16][3700/5005] lr: 3.3236e-02 eta: 2 days, 23:02:00 time: 0.1752 data_time: 0.0019 loss: 2.1666 2023/03/24 12:22:59 - mmengine - INFO - Epoch(train) [16][3800/5005] lr: 3.3236e-02 eta: 2 days, 23:01:40 time: 0.1769 data_time: 0.0019 loss: 2.3068 2023/03/24 12:23:17 - mmengine - INFO - Epoch(train) [16][3900/5005] lr: 3.3236e-02 eta: 2 days, 23:01:18 time: 0.1771 data_time: 0.0019 loss: 2.3410 2023/03/24 12:23:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:23:35 - mmengine - INFO - Epoch(train) [16][4000/5005] lr: 3.3236e-02 eta: 2 days, 23:00:59 time: 0.1772 data_time: 0.0019 loss: 2.0570 2023/03/24 12:23:53 - mmengine - INFO - Epoch(train) [16][4100/5005] lr: 3.3236e-02 eta: 2 days, 23:00:35 time: 0.1758 data_time: 0.0020 loss: 2.1615 2023/03/24 12:24:11 - mmengine - INFO - Epoch(train) [16][4200/5005] lr: 3.3236e-02 eta: 2 days, 23:00:13 time: 0.1779 data_time: 0.0019 loss: 2.5324 2023/03/24 12:24:29 - mmengine - INFO - Epoch(train) [16][4300/5005] lr: 3.3236e-02 eta: 2 days, 23:00:00 time: 0.1918 data_time: 0.0019 loss: 2.0526 2023/03/24 12:24:47 - mmengine - INFO - Epoch(train) [16][4400/5005] lr: 3.3236e-02 eta: 2 days, 22:59:42 time: 0.1782 data_time: 0.0019 loss: 2.1616 2023/03/24 12:25:05 - mmengine - INFO - Epoch(train) [16][4500/5005] lr: 3.3236e-02 eta: 2 days, 22:59:23 time: 0.1967 data_time: 0.0019 loss: 2.1854 2023/03/24 12:25:23 - mmengine - INFO - Epoch(train) [16][4600/5005] lr: 3.3236e-02 eta: 2 days, 22:59:04 time: 0.1774 data_time: 0.0019 loss: 2.1704 2023/03/24 12:25:41 - mmengine - INFO - Epoch(train) [16][4700/5005] lr: 3.3236e-02 eta: 2 days, 22:58:42 time: 0.1778 data_time: 0.0019 loss: 2.0893 2023/03/24 12:25:58 - mmengine - INFO - Epoch(train) [16][4800/5005] lr: 3.3236e-02 eta: 2 days, 22:58:20 time: 0.1771 data_time: 0.0019 loss: 2.4443 2023/03/24 12:26:16 - mmengine - INFO - Epoch(train) [16][4900/5005] lr: 3.3236e-02 eta: 2 days, 22:58:02 time: 0.1782 data_time: 0.0019 loss: 2.2865 2023/03/24 12:26:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:26:34 - mmengine - INFO - Epoch(train) [16][5000/5005] lr: 3.3236e-02 eta: 2 days, 22:57:42 time: 0.1739 data_time: 0.0025 loss: 2.2869 2023/03/24 12:26:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:26:35 - mmengine - INFO - Saving checkpoint at 16 epochs 2023/03/24 12:26:43 - mmengine - INFO - Epoch(val) [16][100/196] eta: 0:00:06 time: 0.0577 data_time: 0.0201 2023/03/24 12:27:12 - mmengine - INFO - Epoch(val) [16][196/196] accuracy/top1: 58.0520 accuracy/top5: 81.3320data_time: 0.0637 time: 0.1009 2023/03/24 12:27:31 - mmengine - INFO - Epoch(train) [17][ 100/5005] lr: 3.2571e-02 eta: 2 days, 22:57:41 time: 0.1791 data_time: 0.0019 loss: 2.2681 2023/03/24 12:27:49 - mmengine - INFO - Epoch(train) [17][ 200/5005] lr: 3.2571e-02 eta: 2 days, 22:57:24 time: 0.1974 data_time: 0.0019 loss: 2.0657 2023/03/24 12:28:07 - mmengine - INFO - Epoch(train) [17][ 300/5005] lr: 3.2571e-02 eta: 2 days, 22:57:01 time: 0.1777 data_time: 0.0019 loss: 1.8844 2023/03/24 12:28:25 - mmengine - INFO - Epoch(train) [17][ 400/5005] lr: 3.2571e-02 eta: 2 days, 22:56:38 time: 0.1768 data_time: 0.0019 loss: 2.2832 2023/03/24 12:28:43 - mmengine - INFO - Epoch(train) [17][ 500/5005] lr: 3.2571e-02 eta: 2 days, 22:56:26 time: 0.1776 data_time: 0.0019 loss: 2.0061 2023/03/24 12:29:01 - mmengine - INFO - Epoch(train) [17][ 600/5005] lr: 3.2571e-02 eta: 2 days, 22:56:03 time: 0.1769 data_time: 0.0019 loss: 2.1918 2023/03/24 12:29:19 - mmengine - INFO - Epoch(train) [17][ 700/5005] lr: 3.2571e-02 eta: 2 days, 22:55:45 time: 0.1782 data_time: 0.0019 loss: 2.1815 2023/03/24 12:29:37 - mmengine - INFO - Epoch(train) [17][ 800/5005] lr: 3.2571e-02 eta: 2 days, 22:55:26 time: 0.1783 data_time: 0.0019 loss: 2.0919 2023/03/24 12:29:55 - mmengine - INFO - Epoch(train) [17][ 900/5005] lr: 3.2571e-02 eta: 2 days, 22:55:10 time: 0.1763 data_time: 0.0021 loss: 2.0435 2023/03/24 12:29:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:30:13 - mmengine - INFO - Epoch(train) [17][1000/5005] lr: 3.2571e-02 eta: 2 days, 22:54:51 time: 0.1771 data_time: 0.0019 loss: 2.1043 2023/03/24 12:30:31 - mmengine - INFO - Epoch(train) [17][1100/5005] lr: 3.2571e-02 eta: 2 days, 22:54:31 time: 0.1904 data_time: 0.0019 loss: 2.2795 2023/03/24 12:30:49 - mmengine - INFO - Epoch(train) [17][1200/5005] lr: 3.2571e-02 eta: 2 days, 22:54:08 time: 0.1784 data_time: 0.0019 loss: 1.7939 2023/03/24 12:31:07 - mmengine - INFO - Epoch(train) [17][1300/5005] lr: 3.2571e-02 eta: 2 days, 22:53:50 time: 0.1989 data_time: 0.0019 loss: 1.9306 2023/03/24 12:31:24 - mmengine - INFO - Epoch(train) [17][1400/5005] lr: 3.2571e-02 eta: 2 days, 22:53:30 time: 0.1766 data_time: 0.0019 loss: 1.9599 2023/03/24 12:31:42 - mmengine - INFO - Epoch(train) [17][1500/5005] lr: 3.2571e-02 eta: 2 days, 22:53:10 time: 0.1757 data_time: 0.0019 loss: 2.0682 2023/03/24 12:32:00 - mmengine - INFO - Epoch(train) [17][1600/5005] lr: 3.2571e-02 eta: 2 days, 22:52:54 time: 0.1780 data_time: 0.0019 loss: 1.9819 2023/03/24 12:32:18 - mmengine - INFO - Epoch(train) [17][1700/5005] lr: 3.2571e-02 eta: 2 days, 22:52:36 time: 0.1783 data_time: 0.0019 loss: 2.3177 2023/03/24 12:32:36 - mmengine - INFO - Epoch(train) [17][1800/5005] lr: 3.2571e-02 eta: 2 days, 22:52:17 time: 0.1772 data_time: 0.0018 loss: 2.1330 2023/03/24 12:32:54 - mmengine - INFO - Epoch(train) [17][1900/5005] lr: 3.2571e-02 eta: 2 days, 22:51:58 time: 0.1939 data_time: 0.0022 loss: 2.1810 2023/03/24 12:32:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:33:12 - mmengine - INFO - Epoch(train) [17][2000/5005] lr: 3.2571e-02 eta: 2 days, 22:51:37 time: 0.1773 data_time: 0.0019 loss: 2.0054 2023/03/24 12:33:30 - mmengine - INFO - Epoch(train) [17][2100/5005] lr: 3.2571e-02 eta: 2 days, 22:51:16 time: 0.1789 data_time: 0.0019 loss: 2.2873 2023/03/24 12:33:49 - mmengine - INFO - Epoch(train) [17][2200/5005] lr: 3.2571e-02 eta: 2 days, 22:51:07 time: 0.1785 data_time: 0.0019 loss: 2.2021 2023/03/24 12:34:06 - mmengine - INFO - Epoch(train) [17][2300/5005] lr: 3.2571e-02 eta: 2 days, 22:50:45 time: 0.1743 data_time: 0.0019 loss: 2.0379 2023/03/24 12:34:24 - mmengine - INFO - Epoch(train) [17][2400/5005] lr: 3.2571e-02 eta: 2 days, 22:50:27 time: 0.1789 data_time: 0.0019 loss: 2.1019 2023/03/24 12:34:42 - mmengine - INFO - Epoch(train) [17][2500/5005] lr: 3.2571e-02 eta: 2 days, 22:50:04 time: 0.1765 data_time: 0.0019 loss: 2.2080 2023/03/24 12:35:00 - mmengine - INFO - Epoch(train) [17][2600/5005] lr: 3.2571e-02 eta: 2 days, 22:49:47 time: 0.1864 data_time: 0.0020 loss: 2.0158 2023/03/24 12:35:18 - mmengine - INFO - Epoch(train) [17][2700/5005] lr: 3.2571e-02 eta: 2 days, 22:49:25 time: 0.1770 data_time: 0.0019 loss: 1.9457 2023/03/24 12:35:36 - mmengine - INFO - Epoch(train) [17][2800/5005] lr: 3.2571e-02 eta: 2 days, 22:49:05 time: 0.1780 data_time: 0.0019 loss: 2.1736 2023/03/24 12:35:54 - mmengine - INFO - Epoch(train) [17][2900/5005] lr: 3.2571e-02 eta: 2 days, 22:48:48 time: 0.1771 data_time: 0.0019 loss: 2.0071 2023/03/24 12:35:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:36:12 - mmengine - INFO - Epoch(train) [17][3000/5005] lr: 3.2571e-02 eta: 2 days, 22:48:28 time: 0.1747 data_time: 0.0020 loss: 2.0124 2023/03/24 12:36:30 - mmengine - INFO - Epoch(train) [17][3100/5005] lr: 3.2571e-02 eta: 2 days, 22:48:10 time: 0.1777 data_time: 0.0019 loss: 2.3324 2023/03/24 12:36:48 - mmengine - INFO - Epoch(train) [17][3200/5005] lr: 3.2571e-02 eta: 2 days, 22:47:47 time: 0.1794 data_time: 0.0019 loss: 1.9124 2023/03/24 12:37:06 - mmengine - INFO - Epoch(train) [17][3300/5005] lr: 3.2571e-02 eta: 2 days, 22:47:29 time: 0.1779 data_time: 0.0019 loss: 1.9544 2023/03/24 12:37:24 - mmengine - INFO - Epoch(train) [17][3400/5005] lr: 3.2571e-02 eta: 2 days, 22:47:12 time: 0.1779 data_time: 0.0020 loss: 2.1146 2023/03/24 12:37:41 - mmengine - INFO - Epoch(train) [17][3500/5005] lr: 3.2571e-02 eta: 2 days, 22:46:52 time: 0.1775 data_time: 0.0019 loss: 2.1817 2023/03/24 12:38:00 - mmengine - INFO - Epoch(train) [17][3600/5005] lr: 3.2571e-02 eta: 2 days, 22:46:36 time: 0.1776 data_time: 0.0019 loss: 2.2566 2023/03/24 12:38:17 - mmengine - INFO - Epoch(train) [17][3700/5005] lr: 3.2571e-02 eta: 2 days, 22:46:16 time: 0.1776 data_time: 0.0019 loss: 2.1021 2023/03/24 12:38:35 - mmengine - INFO - Epoch(train) [17][3800/5005] lr: 3.2571e-02 eta: 2 days, 22:45:55 time: 0.1764 data_time: 0.0019 loss: 2.1821 2023/03/24 12:38:53 - mmengine - INFO - Epoch(train) [17][3900/5005] lr: 3.2571e-02 eta: 2 days, 22:45:35 time: 0.1772 data_time: 0.0019 loss: 2.1895 2023/03/24 12:38:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:39:11 - mmengine - INFO - Epoch(train) [17][4000/5005] lr: 3.2571e-02 eta: 2 days, 22:45:19 time: 0.1777 data_time: 0.0019 loss: 2.1984 2023/03/24 12:39:29 - mmengine - INFO - Epoch(train) [17][4100/5005] lr: 3.2571e-02 eta: 2 days, 22:44:58 time: 0.1838 data_time: 0.0019 loss: 2.1722 2023/03/24 12:39:47 - mmengine - INFO - Epoch(train) [17][4200/5005] lr: 3.2571e-02 eta: 2 days, 22:44:39 time: 0.1773 data_time: 0.0019 loss: 1.9702 2023/03/24 12:40:05 - mmengine - INFO - Epoch(train) [17][4300/5005] lr: 3.2571e-02 eta: 2 days, 22:44:25 time: 0.1767 data_time: 0.0019 loss: 2.1685 2023/03/24 12:40:23 - mmengine - INFO - Epoch(train) [17][4400/5005] lr: 3.2571e-02 eta: 2 days, 22:44:05 time: 0.1749 data_time: 0.0020 loss: 2.1394 2023/03/24 12:40:41 - mmengine - INFO - Epoch(train) [17][4500/5005] lr: 3.2571e-02 eta: 2 days, 22:43:46 time: 0.1770 data_time: 0.0019 loss: 2.0736 2023/03/24 12:40:59 - mmengine - INFO - Epoch(train) [17][4600/5005] lr: 3.2571e-02 eta: 2 days, 22:43:25 time: 0.1789 data_time: 0.0021 loss: 2.0937 2023/03/24 12:41:17 - mmengine - INFO - Epoch(train) [17][4700/5005] lr: 3.2571e-02 eta: 2 days, 22:43:04 time: 0.1779 data_time: 0.0019 loss: 2.2001 2023/03/24 12:41:35 - mmengine - INFO - Epoch(train) [17][4800/5005] lr: 3.2571e-02 eta: 2 days, 22:42:49 time: 0.1974 data_time: 0.0019 loss: 2.1343 2023/03/24 12:41:53 - mmengine - INFO - Epoch(train) [17][4900/5005] lr: 3.2571e-02 eta: 2 days, 22:42:28 time: 0.1770 data_time: 0.0019 loss: 2.1523 2023/03/24 12:41:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:42:11 - mmengine - INFO - Epoch(train) [17][5000/5005] lr: 3.2571e-02 eta: 2 days, 22:42:12 time: 0.1771 data_time: 0.0024 loss: 2.2413 2023/03/24 12:42:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:42:12 - mmengine - INFO - Saving checkpoint at 17 epochs 2023/03/24 12:42:20 - mmengine - INFO - Epoch(val) [17][100/196] eta: 0:00:06 time: 0.0583 data_time: 0.0177 2023/03/24 12:42:49 - mmengine - INFO - Epoch(val) [17][196/196] accuracy/top1: 57.9140 accuracy/top5: 81.2720data_time: 0.0642 time: 0.0985 2023/03/24 12:43:08 - mmengine - INFO - Epoch(train) [18][ 100/5005] lr: 3.1919e-02 eta: 2 days, 22:42:04 time: 0.1780 data_time: 0.0020 loss: 1.9942 2023/03/24 12:43:25 - mmengine - INFO - Epoch(train) [18][ 200/5005] lr: 3.1919e-02 eta: 2 days, 22:41:45 time: 0.1788 data_time: 0.0019 loss: 2.1823 2023/03/24 12:43:44 - mmengine - INFO - Epoch(train) [18][ 300/5005] lr: 3.1919e-02 eta: 2 days, 22:41:30 time: 0.1771 data_time: 0.0019 loss: 2.0714 2023/03/24 12:44:01 - mmengine - INFO - Epoch(train) [18][ 400/5005] lr: 3.1919e-02 eta: 2 days, 22:41:08 time: 0.1789 data_time: 0.0019 loss: 1.9073 2023/03/24 12:44:19 - mmengine - INFO - Epoch(train) [18][ 500/5005] lr: 3.1919e-02 eta: 2 days, 22:40:50 time: 0.1781 data_time: 0.0020 loss: 2.0673 2023/03/24 12:44:37 - mmengine - INFO - Epoch(train) [18][ 600/5005] lr: 3.1919e-02 eta: 2 days, 22:40:29 time: 0.1771 data_time: 0.0019 loss: 2.2433 2023/03/24 12:44:55 - mmengine - INFO - Epoch(train) [18][ 700/5005] lr: 3.1919e-02 eta: 2 days, 22:40:07 time: 0.1776 data_time: 0.0019 loss: 2.0219 2023/03/24 12:45:13 - mmengine - INFO - Epoch(train) [18][ 800/5005] lr: 3.1919e-02 eta: 2 days, 22:39:50 time: 0.1776 data_time: 0.0019 loss: 2.0697 2023/03/24 12:45:32 - mmengine - INFO - Epoch(train) [18][ 900/5005] lr: 3.1919e-02 eta: 2 days, 22:39:38 time: 0.2071 data_time: 0.0020 loss: 2.3337 2023/03/24 12:45:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:45:49 - mmengine - INFO - Epoch(train) [18][1000/5005] lr: 3.1919e-02 eta: 2 days, 22:39:19 time: 0.1770 data_time: 0.0019 loss: 2.2006 2023/03/24 12:46:08 - mmengine - INFO - Epoch(train) [18][1100/5005] lr: 3.1919e-02 eta: 2 days, 22:39:04 time: 0.1781 data_time: 0.0019 loss: 2.2963 2023/03/24 12:46:25 - mmengine - INFO - Epoch(train) [18][1200/5005] lr: 3.1919e-02 eta: 2 days, 22:38:42 time: 0.1759 data_time: 0.0019 loss: 1.8882 2023/03/24 12:46:43 - mmengine - INFO - Epoch(train) [18][1300/5005] lr: 3.1919e-02 eta: 2 days, 22:38:21 time: 0.1772 data_time: 0.0019 loss: 2.1051 2023/03/24 12:47:01 - mmengine - INFO - Epoch(train) [18][1400/5005] lr: 3.1919e-02 eta: 2 days, 22:37:59 time: 0.1782 data_time: 0.0019 loss: 2.1087 2023/03/24 12:47:19 - mmengine - INFO - Epoch(train) [18][1500/5005] lr: 3.1919e-02 eta: 2 days, 22:37:36 time: 0.1762 data_time: 0.0019 loss: 2.4468 2023/03/24 12:47:37 - mmengine - INFO - Epoch(train) [18][1600/5005] lr: 3.1919e-02 eta: 2 days, 22:37:24 time: 0.1776 data_time: 0.0020 loss: 2.2402 2023/03/24 12:47:55 - mmengine - INFO - Epoch(train) [18][1700/5005] lr: 3.1919e-02 eta: 2 days, 22:37:03 time: 0.1778 data_time: 0.0019 loss: 2.0815 2023/03/24 12:48:13 - mmengine - INFO - Epoch(train) [18][1800/5005] lr: 3.1919e-02 eta: 2 days, 22:36:44 time: 0.1782 data_time: 0.0019 loss: 2.0012 2023/03/24 12:48:31 - mmengine - INFO - Epoch(train) [18][1900/5005] lr: 3.1919e-02 eta: 2 days, 22:36:25 time: 0.1768 data_time: 0.0019 loss: 2.0140 2023/03/24 12:48:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:48:49 - mmengine - INFO - Epoch(train) [18][2000/5005] lr: 3.1919e-02 eta: 2 days, 22:36:08 time: 0.1772 data_time: 0.0019 loss: 2.1360 2023/03/24 12:49:07 - mmengine - INFO - Epoch(train) [18][2100/5005] lr: 3.1919e-02 eta: 2 days, 22:35:48 time: 0.1740 data_time: 0.0020 loss: 2.2007 2023/03/24 12:49:25 - mmengine - INFO - Epoch(train) [18][2200/5005] lr: 3.1919e-02 eta: 2 days, 22:35:27 time: 0.1777 data_time: 0.0019 loss: 2.0663 2023/03/24 12:49:43 - mmengine - INFO - Epoch(train) [18][2300/5005] lr: 3.1919e-02 eta: 2 days, 22:35:10 time: 0.1772 data_time: 0.0019 loss: 2.4161 2023/03/24 12:50:00 - mmengine - INFO - Epoch(train) [18][2400/5005] lr: 3.1919e-02 eta: 2 days, 22:34:48 time: 0.1773 data_time: 0.0019 loss: 2.1726 2023/03/24 12:50:19 - mmengine - INFO - Epoch(train) [18][2500/5005] lr: 3.1919e-02 eta: 2 days, 22:34:32 time: 0.1778 data_time: 0.0019 loss: 2.1740 2023/03/24 12:50:36 - mmengine - INFO - Epoch(train) [18][2600/5005] lr: 3.1919e-02 eta: 2 days, 22:34:11 time: 0.1764 data_time: 0.0019 loss: 2.0561 2023/03/24 12:50:55 - mmengine - INFO - Epoch(train) [18][2700/5005] lr: 3.1919e-02 eta: 2 days, 22:33:57 time: 0.1783 data_time: 0.0019 loss: 2.1104 2023/03/24 12:51:12 - mmengine - INFO - Epoch(train) [18][2800/5005] lr: 3.1919e-02 eta: 2 days, 22:33:35 time: 0.1763 data_time: 0.0020 loss: 2.1744 2023/03/24 12:51:30 - mmengine - INFO - Epoch(train) [18][2900/5005] lr: 3.1919e-02 eta: 2 days, 22:33:17 time: 0.1770 data_time: 0.0019 loss: 2.0874 2023/03/24 12:51:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:51:49 - mmengine - INFO - Epoch(train) [18][3000/5005] lr: 3.1919e-02 eta: 2 days, 22:33:02 time: 0.1783 data_time: 0.0020 loss: 2.0596 2023/03/24 12:52:07 - mmengine - INFO - Epoch(train) [18][3100/5005] lr: 3.1919e-02 eta: 2 days, 22:32:44 time: 0.1802 data_time: 0.0019 loss: 1.8619 2023/03/24 12:52:24 - mmengine - INFO - Epoch(train) [18][3200/5005] lr: 3.1919e-02 eta: 2 days, 22:32:23 time: 0.1763 data_time: 0.0019 loss: 2.2010 2023/03/24 12:52:42 - mmengine - INFO - Epoch(train) [18][3300/5005] lr: 3.1919e-02 eta: 2 days, 22:32:02 time: 0.1753 data_time: 0.0019 loss: 2.0461 2023/03/24 12:53:00 - mmengine - INFO - Epoch(train) [18][3400/5005] lr: 3.1919e-02 eta: 2 days, 22:31:44 time: 0.1799 data_time: 0.0019 loss: 2.1010 2023/03/24 12:53:18 - mmengine - INFO - Epoch(train) [18][3500/5005] lr: 3.1919e-02 eta: 2 days, 22:31:26 time: 0.1777 data_time: 0.0019 loss: 2.0476 2023/03/24 12:53:36 - mmengine - INFO - Epoch(train) [18][3600/5005] lr: 3.1919e-02 eta: 2 days, 22:31:09 time: 0.1776 data_time: 0.0019 loss: 2.0552 2023/03/24 12:53:54 - mmengine - INFO - Epoch(train) [18][3700/5005] lr: 3.1919e-02 eta: 2 days, 22:30:50 time: 0.1798 data_time: 0.0019 loss: 2.1336 2023/03/24 12:54:13 - mmengine - INFO - Epoch(train) [18][3800/5005] lr: 3.1919e-02 eta: 2 days, 22:30:36 time: 0.1760 data_time: 0.0020 loss: 1.9390 2023/03/24 12:54:30 - mmengine - INFO - Epoch(train) [18][3900/5005] lr: 3.1919e-02 eta: 2 days, 22:30:16 time: 0.1785 data_time: 0.0020 loss: 2.2383 2023/03/24 12:54:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:54:48 - mmengine - INFO - Epoch(train) [18][4000/5005] lr: 3.1919e-02 eta: 2 days, 22:29:53 time: 0.1782 data_time: 0.0020 loss: 2.2601 2023/03/24 12:55:06 - mmengine - INFO - Epoch(train) [18][4100/5005] lr: 3.1919e-02 eta: 2 days, 22:29:31 time: 0.1768 data_time: 0.0019 loss: 1.8409 2023/03/24 12:55:24 - mmengine - INFO - Epoch(train) [18][4200/5005] lr: 3.1919e-02 eta: 2 days, 22:29:13 time: 0.1765 data_time: 0.0019 loss: 2.1678 2023/03/24 12:55:42 - mmengine - INFO - Epoch(train) [18][4300/5005] lr: 3.1919e-02 eta: 2 days, 22:28:52 time: 0.1751 data_time: 0.0019 loss: 2.3440 2023/03/24 12:56:00 - mmengine - INFO - Epoch(train) [18][4400/5005] lr: 3.1919e-02 eta: 2 days, 22:28:40 time: 0.1945 data_time: 0.0020 loss: 2.3882 2023/03/24 12:56:18 - mmengine - INFO - Epoch(train) [18][4500/5005] lr: 3.1919e-02 eta: 2 days, 22:28:19 time: 0.1769 data_time: 0.0019 loss: 2.2359 2023/03/24 12:56:36 - mmengine - INFO - Epoch(train) [18][4600/5005] lr: 3.1919e-02 eta: 2 days, 22:27:58 time: 0.1765 data_time: 0.0019 loss: 2.2701 2023/03/24 12:56:54 - mmengine - INFO - Epoch(train) [18][4700/5005] lr: 3.1919e-02 eta: 2 days, 22:27:43 time: 0.1763 data_time: 0.0019 loss: 1.9998 2023/03/24 12:57:12 - mmengine - INFO - Epoch(train) [18][4800/5005] lr: 3.1919e-02 eta: 2 days, 22:27:22 time: 0.1762 data_time: 0.0019 loss: 2.0013 2023/03/24 12:57:30 - mmengine - INFO - Epoch(train) [18][4900/5005] lr: 3.1919e-02 eta: 2 days, 22:27:01 time: 0.1778 data_time: 0.0019 loss: 2.2171 2023/03/24 12:57:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:57:47 - mmengine - INFO - Epoch(train) [18][5000/5005] lr: 3.1919e-02 eta: 2 days, 22:26:42 time: 0.1767 data_time: 0.0026 loss: 1.9181 2023/03/24 12:57:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 12:57:49 - mmengine - INFO - Saving checkpoint at 18 epochs 2023/03/24 12:57:56 - mmengine - INFO - Epoch(val) [18][100/196] eta: 0:00:06 time: 0.0594 data_time: 0.0209 2023/03/24 12:58:26 - mmengine - INFO - Epoch(val) [18][196/196] accuracy/top1: 58.4720 accuracy/top5: 81.8780data_time: 0.0453 time: 0.0821 2023/03/24 12:58:45 - mmengine - INFO - Epoch(train) [19][ 100/5005] lr: 3.1281e-02 eta: 2 days, 22:26:37 time: 0.1993 data_time: 0.0019 loss: 2.1667 2023/03/24 12:59:03 - mmengine - INFO - Epoch(train) [19][ 200/5005] lr: 3.1281e-02 eta: 2 days, 22:26:21 time: 0.1755 data_time: 0.0019 loss: 2.0252 2023/03/24 12:59:21 - mmengine - INFO - Epoch(train) [19][ 300/5005] lr: 3.1281e-02 eta: 2 days, 22:26:01 time: 0.1777 data_time: 0.0020 loss: 2.0830 2023/03/24 12:59:39 - mmengine - INFO - Epoch(train) [19][ 400/5005] lr: 3.1281e-02 eta: 2 days, 22:25:43 time: 0.1771 data_time: 0.0019 loss: 2.1132 2023/03/24 12:59:56 - mmengine - INFO - Epoch(train) [19][ 500/5005] lr: 3.1281e-02 eta: 2 days, 22:25:20 time: 0.1764 data_time: 0.0019 loss: 1.8646 2023/03/24 13:00:14 - mmengine - INFO - Epoch(train) [19][ 600/5005] lr: 3.1281e-02 eta: 2 days, 22:24:58 time: 0.1766 data_time: 0.0019 loss: 2.0207 2023/03/24 13:00:32 - mmengine - INFO - Epoch(train) [19][ 700/5005] lr: 3.1281e-02 eta: 2 days, 22:24:41 time: 0.1769 data_time: 0.0019 loss: 2.2679 2023/03/24 13:00:50 - mmengine - INFO - Epoch(train) [19][ 800/5005] lr: 3.1281e-02 eta: 2 days, 22:24:19 time: 0.1757 data_time: 0.0019 loss: 2.1579 2023/03/24 13:01:08 - mmengine - INFO - Epoch(train) [19][ 900/5005] lr: 3.1281e-02 eta: 2 days, 22:24:04 time: 0.1769 data_time: 0.0019 loss: 2.0281 2023/03/24 13:01:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:01:26 - mmengine - INFO - Epoch(train) [19][1000/5005] lr: 3.1281e-02 eta: 2 days, 22:23:44 time: 0.1780 data_time: 0.0019 loss: 2.1416 2023/03/24 13:01:44 - mmengine - INFO - Epoch(train) [19][1100/5005] lr: 3.1281e-02 eta: 2 days, 22:23:26 time: 0.1783 data_time: 0.0019 loss: 2.1788 2023/03/24 13:02:02 - mmengine - INFO - Epoch(train) [19][1200/5005] lr: 3.1281e-02 eta: 2 days, 22:23:08 time: 0.1769 data_time: 0.0020 loss: 2.1751 2023/03/24 13:02:20 - mmengine - INFO - Epoch(train) [19][1300/5005] lr: 3.1281e-02 eta: 2 days, 22:22:49 time: 0.1773 data_time: 0.0019 loss: 2.1788 2023/03/24 13:02:38 - mmengine - INFO - Epoch(train) [19][1400/5005] lr: 3.1281e-02 eta: 2 days, 22:22:28 time: 0.1778 data_time: 0.0019 loss: 1.9752 2023/03/24 13:02:56 - mmengine - INFO - Epoch(train) [19][1500/5005] lr: 3.1281e-02 eta: 2 days, 22:22:05 time: 0.1763 data_time: 0.0019 loss: 1.9810 2023/03/24 13:03:14 - mmengine - INFO - Epoch(train) [19][1600/5005] lr: 3.1281e-02 eta: 2 days, 22:21:52 time: 0.1851 data_time: 0.0019 loss: 2.1577 2023/03/24 13:03:32 - mmengine - INFO - Epoch(train) [19][1700/5005] lr: 3.1281e-02 eta: 2 days, 22:21:34 time: 0.1776 data_time: 0.0019 loss: 1.9881 2023/03/24 13:03:50 - mmengine - INFO - Epoch(train) [19][1800/5005] lr: 3.1281e-02 eta: 2 days, 22:21:15 time: 0.1914 data_time: 0.0019 loss: 2.1708 2023/03/24 13:04:08 - mmengine - INFO - Epoch(train) [19][1900/5005] lr: 3.1281e-02 eta: 2 days, 22:20:55 time: 0.1793 data_time: 0.0019 loss: 2.0329 2023/03/24 13:04:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:04:26 - mmengine - INFO - Epoch(train) [19][2000/5005] lr: 3.1281e-02 eta: 2 days, 22:20:36 time: 0.1780 data_time: 0.0020 loss: 1.8185 2023/03/24 13:04:44 - mmengine - INFO - Epoch(train) [19][2100/5005] lr: 3.1281e-02 eta: 2 days, 22:20:16 time: 0.1784 data_time: 0.0020 loss: 2.0962 2023/03/24 13:05:02 - mmengine - INFO - Epoch(train) [19][2200/5005] lr: 3.1281e-02 eta: 2 days, 22:19:57 time: 0.1767 data_time: 0.0019 loss: 2.0501 2023/03/24 13:05:20 - mmengine - INFO - Epoch(train) [19][2300/5005] lr: 3.1281e-02 eta: 2 days, 22:19:40 time: 0.1772 data_time: 0.0020 loss: 1.8938 2023/03/24 13:05:38 - mmengine - INFO - Epoch(train) [19][2400/5005] lr: 3.1281e-02 eta: 2 days, 22:19:24 time: 0.1776 data_time: 0.0019 loss: 2.0391 2023/03/24 13:05:55 - mmengine - INFO - Epoch(train) [19][2500/5005] lr: 3.1281e-02 eta: 2 days, 22:19:02 time: 0.1772 data_time: 0.0020 loss: 2.0199 2023/03/24 13:06:13 - mmengine - INFO - Epoch(train) [19][2600/5005] lr: 3.1281e-02 eta: 2 days, 22:18:44 time: 0.1783 data_time: 0.0020 loss: 2.0894 2023/03/24 13:06:32 - mmengine - INFO - Epoch(train) [19][2700/5005] lr: 3.1281e-02 eta: 2 days, 22:18:27 time: 0.1769 data_time: 0.0020 loss: 2.2675 2023/03/24 13:06:50 - mmengine - INFO - Epoch(train) [19][2800/5005] lr: 3.1281e-02 eta: 2 days, 22:18:08 time: 0.1996 data_time: 0.0019 loss: 2.1818 2023/03/24 13:07:07 - mmengine - INFO - Epoch(train) [19][2900/5005] lr: 3.1281e-02 eta: 2 days, 22:17:47 time: 0.1770 data_time: 0.0019 loss: 2.0268 2023/03/24 13:07:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:07:25 - mmengine - INFO - Epoch(train) [19][3000/5005] lr: 3.1281e-02 eta: 2 days, 22:17:30 time: 0.1774 data_time: 0.0022 loss: 1.8639 2023/03/24 13:07:43 - mmengine - INFO - Epoch(train) [19][3100/5005] lr: 3.1281e-02 eta: 2 days, 22:17:10 time: 0.1760 data_time: 0.0019 loss: 2.2611 2023/03/24 13:08:01 - mmengine - INFO - Epoch(train) [19][3200/5005] lr: 3.1281e-02 eta: 2 days, 22:16:49 time: 0.1778 data_time: 0.0020 loss: 2.0671 2023/03/24 13:08:19 - mmengine - INFO - Epoch(train) [19][3300/5005] lr: 3.1281e-02 eta: 2 days, 22:16:30 time: 0.1782 data_time: 0.0019 loss: 2.3202 2023/03/24 13:08:37 - mmengine - INFO - Epoch(train) [19][3400/5005] lr: 3.1281e-02 eta: 2 days, 22:16:10 time: 0.1791 data_time: 0.0019 loss: 2.0886 2023/03/24 13:08:55 - mmengine - INFO - Epoch(train) [19][3500/5005] lr: 3.1281e-02 eta: 2 days, 22:15:55 time: 0.1772 data_time: 0.0019 loss: 2.1673 2023/03/24 13:09:13 - mmengine - INFO - Epoch(train) [19][3600/5005] lr: 3.1281e-02 eta: 2 days, 22:15:36 time: 0.1782 data_time: 0.0020 loss: 2.0815 2023/03/24 13:09:31 - mmengine - INFO - Epoch(train) [19][3700/5005] lr: 3.1281e-02 eta: 2 days, 22:15:18 time: 0.1762 data_time: 0.0019 loss: 2.0277 2023/03/24 13:09:49 - mmengine - INFO - Epoch(train) [19][3800/5005] lr: 3.1281e-02 eta: 2 days, 22:14:55 time: 0.1776 data_time: 0.0019 loss: 1.9758 2023/03/24 13:10:07 - mmengine - INFO - Epoch(train) [19][3900/5005] lr: 3.1281e-02 eta: 2 days, 22:14:34 time: 0.1759 data_time: 0.0019 loss: 2.3572 2023/03/24 13:10:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:10:25 - mmengine - INFO - Epoch(train) [19][4000/5005] lr: 3.1281e-02 eta: 2 days, 22:14:16 time: 0.1760 data_time: 0.0019 loss: 1.9425 2023/03/24 13:10:42 - mmengine - INFO - Epoch(train) [19][4100/5005] lr: 3.1281e-02 eta: 2 days, 22:13:54 time: 0.1767 data_time: 0.0020 loss: 2.1048 2023/03/24 13:11:00 - mmengine - INFO - Epoch(train) [19][4200/5005] lr: 3.1281e-02 eta: 2 days, 22:13:34 time: 0.1770 data_time: 0.0020 loss: 2.1155 2023/03/24 13:11:18 - mmengine - INFO - Epoch(train) [19][4300/5005] lr: 3.1281e-02 eta: 2 days, 22:13:21 time: 0.2171 data_time: 0.0019 loss: 2.3232 2023/03/24 13:11:37 - mmengine - INFO - Epoch(train) [19][4400/5005] lr: 3.1281e-02 eta: 2 days, 22:13:08 time: 0.1785 data_time: 0.0020 loss: 1.9817 2023/03/24 13:11:55 - mmengine - INFO - Epoch(train) [19][4500/5005] lr: 3.1281e-02 eta: 2 days, 22:12:45 time: 0.1769 data_time: 0.0019 loss: 2.0692 2023/03/24 13:12:12 - mmengine - INFO - Epoch(train) [19][4600/5005] lr: 3.1281e-02 eta: 2 days, 22:12:23 time: 0.1782 data_time: 0.0019 loss: 1.9276 2023/03/24 13:12:30 - mmengine - INFO - Epoch(train) [19][4700/5005] lr: 3.1281e-02 eta: 2 days, 22:12:01 time: 0.1768 data_time: 0.0020 loss: 2.0693 2023/03/24 13:12:48 - mmengine - INFO - Epoch(train) [19][4800/5005] lr: 3.1281e-02 eta: 2 days, 22:11:39 time: 0.1778 data_time: 0.0019 loss: 1.9509 2023/03/24 13:13:06 - mmengine - INFO - Epoch(train) [19][4900/5005] lr: 3.1281e-02 eta: 2 days, 22:11:19 time: 0.1771 data_time: 0.0019 loss: 2.2254 2023/03/24 13:13:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:13:24 - mmengine - INFO - Epoch(train) [19][5000/5005] lr: 3.1281e-02 eta: 2 days, 22:11:00 time: 0.1750 data_time: 0.0026 loss: 2.1013 2023/03/24 13:13:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:13:25 - mmengine - INFO - Saving checkpoint at 19 epochs 2023/03/24 13:13:32 - mmengine - INFO - Epoch(val) [19][100/196] eta: 0:00:06 time: 0.0595 data_time: 0.0200 2023/03/24 13:14:02 - mmengine - INFO - Epoch(val) [19][196/196] accuracy/top1: 59.4640 accuracy/top5: 82.5080data_time: 0.0595 time: 0.0990 2023/03/24 13:14:21 - mmengine - INFO - Epoch(train) [20][ 100/5005] lr: 3.0655e-02 eta: 2 days, 22:10:53 time: 0.1766 data_time: 0.0020 loss: 2.1081 2023/03/24 13:14:39 - mmengine - INFO - Epoch(train) [20][ 200/5005] lr: 3.0655e-02 eta: 2 days, 22:10:36 time: 0.1766 data_time: 0.0020 loss: 2.0748 2023/03/24 13:14:57 - mmengine - INFO - Epoch(train) [20][ 300/5005] lr: 3.0655e-02 eta: 2 days, 22:10:17 time: 0.1769 data_time: 0.0020 loss: 2.1553 2023/03/24 13:15:14 - mmengine - INFO - Epoch(train) [20][ 400/5005] lr: 3.0655e-02 eta: 2 days, 22:09:56 time: 0.1772 data_time: 0.0019 loss: 2.0282 2023/03/24 13:15:32 - mmengine - INFO - Epoch(train) [20][ 500/5005] lr: 3.0655e-02 eta: 2 days, 22:09:35 time: 0.1776 data_time: 0.0020 loss: 2.3657 2023/03/24 13:15:50 - mmengine - INFO - Epoch(train) [20][ 600/5005] lr: 3.0655e-02 eta: 2 days, 22:09:13 time: 0.1784 data_time: 0.0019 loss: 1.9490 2023/03/24 13:16:08 - mmengine - INFO - Epoch(train) [20][ 700/5005] lr: 3.0655e-02 eta: 2 days, 22:08:56 time: 0.1926 data_time: 0.0019 loss: 2.2425 2023/03/24 13:16:26 - mmengine - INFO - Epoch(train) [20][ 800/5005] lr: 3.0655e-02 eta: 2 days, 22:08:35 time: 0.1778 data_time: 0.0019 loss: 1.8214 2023/03/24 13:16:44 - mmengine - INFO - Epoch(train) [20][ 900/5005] lr: 3.0655e-02 eta: 2 days, 22:08:15 time: 0.1772 data_time: 0.0019 loss: 1.9088 2023/03/24 13:16:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:17:02 - mmengine - INFO - Epoch(train) [20][1000/5005] lr: 3.0655e-02 eta: 2 days, 22:08:05 time: 0.1765 data_time: 0.0019 loss: 1.9755 2023/03/24 13:17:20 - mmengine - INFO - Epoch(train) [20][1100/5005] lr: 3.0655e-02 eta: 2 days, 22:07:45 time: 0.1772 data_time: 0.0019 loss: 2.0368 2023/03/24 13:17:38 - mmengine - INFO - Epoch(train) [20][1200/5005] lr: 3.0655e-02 eta: 2 days, 22:07:22 time: 0.1761 data_time: 0.0019 loss: 2.1708 2023/03/24 13:17:55 - mmengine - INFO - Epoch(train) [20][1300/5005] lr: 3.0655e-02 eta: 2 days, 22:07:01 time: 0.1764 data_time: 0.0019 loss: 2.1595 2023/03/24 13:18:13 - mmengine - INFO - Epoch(train) [20][1400/5005] lr: 3.0655e-02 eta: 2 days, 22:06:40 time: 0.1766 data_time: 0.0020 loss: 1.9987 2023/03/24 13:18:32 - mmengine - INFO - Epoch(train) [20][1500/5005] lr: 3.0655e-02 eta: 2 days, 22:06:25 time: 0.2084 data_time: 0.0019 loss: 1.9990 2023/03/24 13:18:49 - mmengine - INFO - Epoch(train) [20][1600/5005] lr: 3.0655e-02 eta: 2 days, 22:06:04 time: 0.1765 data_time: 0.0020 loss: 1.8609 2023/03/24 13:19:07 - mmengine - INFO - Epoch(train) [20][1700/5005] lr: 3.0655e-02 eta: 2 days, 22:05:41 time: 0.1766 data_time: 0.0020 loss: 2.1061 2023/03/24 13:19:25 - mmengine - INFO - Epoch(train) [20][1800/5005] lr: 3.0655e-02 eta: 2 days, 22:05:24 time: 0.1781 data_time: 0.0019 loss: 1.8857 2023/03/24 13:19:43 - mmengine - INFO - Epoch(train) [20][1900/5005] lr: 3.0655e-02 eta: 2 days, 22:05:09 time: 0.1778 data_time: 0.0020 loss: 2.0839 2023/03/24 13:19:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:20:01 - mmengine - INFO - Epoch(train) [20][2000/5005] lr: 3.0655e-02 eta: 2 days, 22:04:51 time: 0.1769 data_time: 0.0019 loss: 2.0705 2023/03/24 13:20:19 - mmengine - INFO - Epoch(train) [20][2100/5005] lr: 3.0655e-02 eta: 2 days, 22:04:31 time: 0.1776 data_time: 0.0020 loss: 2.2377 2023/03/24 13:20:37 - mmengine - INFO - Epoch(train) [20][2200/5005] lr: 3.0655e-02 eta: 2 days, 22:04:15 time: 0.1756 data_time: 0.0020 loss: 2.1773 2023/03/24 13:20:55 - mmengine - INFO - Epoch(train) [20][2300/5005] lr: 3.0655e-02 eta: 2 days, 22:03:52 time: 0.1758 data_time: 0.0019 loss: 2.1280 2023/03/24 13:21:13 - mmengine - INFO - Epoch(train) [20][2400/5005] lr: 3.0655e-02 eta: 2 days, 22:03:34 time: 0.1780 data_time: 0.0020 loss: 2.1779 2023/03/24 13:21:31 - mmengine - INFO - Epoch(train) [20][2500/5005] lr: 3.0655e-02 eta: 2 days, 22:03:13 time: 0.1783 data_time: 0.0020 loss: 2.2287 2023/03/24 13:21:49 - mmengine - INFO - Epoch(train) [20][2600/5005] lr: 3.0655e-02 eta: 2 days, 22:02:53 time: 0.1784 data_time: 0.0019 loss: 1.9853 2023/03/24 13:22:07 - mmengine - INFO - Epoch(train) [20][2700/5005] lr: 3.0655e-02 eta: 2 days, 22:02:36 time: 0.1782 data_time: 0.0019 loss: 2.0987 2023/03/24 13:22:25 - mmengine - INFO - Epoch(train) [20][2800/5005] lr: 3.0655e-02 eta: 2 days, 22:02:23 time: 0.1955 data_time: 0.0020 loss: 2.1625 2023/03/24 13:22:43 - mmengine - INFO - Epoch(train) [20][2900/5005] lr: 3.0655e-02 eta: 2 days, 22:02:04 time: 0.1748 data_time: 0.0019 loss: 2.0494 2023/03/24 13:22:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:23:01 - mmengine - INFO - Epoch(train) [20][3000/5005] lr: 3.0655e-02 eta: 2 days, 22:01:42 time: 0.1780 data_time: 0.0019 loss: 2.3082 2023/03/24 13:23:18 - mmengine - INFO - Epoch(train) [20][3100/5005] lr: 3.0655e-02 eta: 2 days, 22:01:21 time: 0.1775 data_time: 0.0020 loss: 2.1067 2023/03/24 13:23:36 - mmengine - INFO - Epoch(train) [20][3200/5005] lr: 3.0655e-02 eta: 2 days, 22:01:01 time: 0.1760 data_time: 0.0020 loss: 2.0107 2023/03/24 13:23:54 - mmengine - INFO - Epoch(train) [20][3300/5005] lr: 3.0655e-02 eta: 2 days, 22:00:40 time: 0.1755 data_time: 0.0019 loss: 2.1606 2023/03/24 13:24:12 - mmengine - INFO - Epoch(train) [20][3400/5005] lr: 3.0655e-02 eta: 2 days, 22:00:20 time: 0.1766 data_time: 0.0020 loss: 2.0816 2023/03/24 13:24:30 - mmengine - INFO - Epoch(train) [20][3500/5005] lr: 3.0655e-02 eta: 2 days, 22:00:05 time: 0.1960 data_time: 0.0019 loss: 2.1136 2023/03/24 13:24:48 - mmengine - INFO - Epoch(train) [20][3600/5005] lr: 3.0655e-02 eta: 2 days, 21:59:49 time: 0.1773 data_time: 0.0019 loss: 2.1620 2023/03/24 13:25:06 - mmengine - INFO - Epoch(train) [20][3700/5005] lr: 3.0655e-02 eta: 2 days, 21:59:30 time: 0.1786 data_time: 0.0020 loss: 1.8650 2023/03/24 13:25:24 - mmengine - INFO - Epoch(train) [20][3800/5005] lr: 3.0655e-02 eta: 2 days, 21:59:10 time: 0.1793 data_time: 0.0020 loss: 2.0027 2023/03/24 13:25:42 - mmengine - INFO - Epoch(train) [20][3900/5005] lr: 3.0655e-02 eta: 2 days, 21:58:50 time: 0.1784 data_time: 0.0019 loss: 2.2539 2023/03/24 13:25:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:26:00 - mmengine - INFO - Epoch(train) [20][4000/5005] lr: 3.0655e-02 eta: 2 days, 21:58:28 time: 0.1781 data_time: 0.0020 loss: 2.0922 2023/03/24 13:26:18 - mmengine - INFO - Epoch(train) [20][4100/5005] lr: 3.0655e-02 eta: 2 days, 21:58:10 time: 0.1779 data_time: 0.0020 loss: 2.1794 2023/03/24 13:26:36 - mmengine - INFO - Epoch(train) [20][4200/5005] lr: 3.0655e-02 eta: 2 days, 21:57:54 time: 0.1761 data_time: 0.0020 loss: 1.9831 2023/03/24 13:26:54 - mmengine - INFO - Epoch(train) [20][4300/5005] lr: 3.0655e-02 eta: 2 days, 21:57:35 time: 0.1893 data_time: 0.0020 loss: 2.1703 2023/03/24 13:27:12 - mmengine - INFO - Epoch(train) [20][4400/5005] lr: 3.0655e-02 eta: 2 days, 21:57:14 time: 0.1756 data_time: 0.0020 loss: 2.0392 2023/03/24 13:27:30 - mmengine - INFO - Epoch(train) [20][4500/5005] lr: 3.0655e-02 eta: 2 days, 21:57:00 time: 0.1768 data_time: 0.0022 loss: 2.0081 2023/03/24 13:27:48 - mmengine - INFO - Epoch(train) [20][4600/5005] lr: 3.0655e-02 eta: 2 days, 21:56:40 time: 0.1765 data_time: 0.0020 loss: 2.2535 2023/03/24 13:28:06 - mmengine - INFO - Epoch(train) [20][4700/5005] lr: 3.0655e-02 eta: 2 days, 21:56:19 time: 0.1764 data_time: 0.0020 loss: 2.0073 2023/03/24 13:28:23 - mmengine - INFO - Epoch(train) [20][4800/5005] lr: 3.0655e-02 eta: 2 days, 21:55:58 time: 0.1770 data_time: 0.0019 loss: 2.0611 2023/03/24 13:28:41 - mmengine - INFO - Epoch(train) [20][4900/5005] lr: 3.0655e-02 eta: 2 days, 21:55:40 time: 0.1779 data_time: 0.0019 loss: 2.0887 2023/03/24 13:28:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:29:00 - mmengine - INFO - Epoch(train) [20][5000/5005] lr: 3.0655e-02 eta: 2 days, 21:55:26 time: 0.1753 data_time: 0.0029 loss: 2.0384 2023/03/24 13:29:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:29:01 - mmengine - INFO - Saving checkpoint at 20 epochs 2023/03/24 13:29:08 - mmengine - INFO - Epoch(val) [20][100/196] eta: 0:00:06 time: 0.0582 data_time: 0.0188 2023/03/24 13:29:37 - mmengine - INFO - Epoch(val) [20][196/196] accuracy/top1: 59.7400 accuracy/top5: 82.6320data_time: 0.0601 time: 0.1002 2023/03/24 13:29:56 - mmengine - INFO - Epoch(train) [21][ 100/5005] lr: 3.0042e-02 eta: 2 days, 21:55:20 time: 0.1775 data_time: 0.0020 loss: 2.0925 2023/03/24 13:30:14 - mmengine - INFO - Epoch(train) [21][ 200/5005] lr: 3.0042e-02 eta: 2 days, 21:55:01 time: 0.1790 data_time: 0.0020 loss: 2.1185 2023/03/24 13:30:32 - mmengine - INFO - Epoch(train) [21][ 300/5005] lr: 3.0042e-02 eta: 2 days, 21:54:41 time: 0.1768 data_time: 0.0020 loss: 1.9605 2023/03/24 13:30:50 - mmengine - INFO - Epoch(train) [21][ 400/5005] lr: 3.0042e-02 eta: 2 days, 21:54:22 time: 0.1759 data_time: 0.0020 loss: 2.0739 2023/03/24 13:31:08 - mmengine - INFO - Epoch(train) [21][ 500/5005] lr: 3.0042e-02 eta: 2 days, 21:54:08 time: 0.1769 data_time: 0.0020 loss: 2.1872 2023/03/24 13:31:26 - mmengine - INFO - Epoch(train) [21][ 600/5005] lr: 3.0042e-02 eta: 2 days, 21:53:47 time: 0.1778 data_time: 0.0020 loss: 2.1282 2023/03/24 13:31:44 - mmengine - INFO - Epoch(train) [21][ 700/5005] lr: 3.0042e-02 eta: 2 days, 21:53:25 time: 0.1766 data_time: 0.0020 loss: 2.0641 2023/03/24 13:32:02 - mmengine - INFO - Epoch(train) [21][ 800/5005] lr: 3.0042e-02 eta: 2 days, 21:53:07 time: 0.1971 data_time: 0.0020 loss: 1.7903 2023/03/24 13:32:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:32:20 - mmengine - INFO - Epoch(train) [21][ 900/5005] lr: 3.0042e-02 eta: 2 days, 21:52:52 time: 0.1815 data_time: 0.0020 loss: 2.2271 2023/03/24 13:32:38 - mmengine - INFO - Epoch(train) [21][1000/5005] lr: 3.0042e-02 eta: 2 days, 21:52:32 time: 0.1771 data_time: 0.0020 loss: 2.1314 2023/03/24 13:32:56 - mmengine - INFO - Epoch(train) [21][1100/5005] lr: 3.0042e-02 eta: 2 days, 21:52:14 time: 0.1771 data_time: 0.0020 loss: 1.8689 2023/03/24 13:33:14 - mmengine - INFO - Epoch(train) [21][1200/5005] lr: 3.0042e-02 eta: 2 days, 21:51:53 time: 0.1758 data_time: 0.0020 loss: 2.0435 2023/03/24 13:33:32 - mmengine - INFO - Epoch(train) [21][1300/5005] lr: 3.0042e-02 eta: 2 days, 21:51:42 time: 0.2006 data_time: 0.0020 loss: 2.0398 2023/03/24 13:33:50 - mmengine - INFO - Epoch(train) [21][1400/5005] lr: 3.0042e-02 eta: 2 days, 21:51:21 time: 0.1772 data_time: 0.0020 loss: 2.0740 2023/03/24 13:34:08 - mmengine - INFO - Epoch(train) [21][1500/5005] lr: 3.0042e-02 eta: 2 days, 21:50:59 time: 0.1768 data_time: 0.0020 loss: 2.1509 2023/03/24 13:34:26 - mmengine - INFO - Epoch(train) [21][1600/5005] lr: 3.0042e-02 eta: 2 days, 21:50:44 time: 0.1782 data_time: 0.0020 loss: 1.8028 2023/03/24 13:34:44 - mmengine - INFO - Epoch(train) [21][1700/5005] lr: 3.0042e-02 eta: 2 days, 21:50:27 time: 0.1783 data_time: 0.0020 loss: 1.7776 2023/03/24 13:35:02 - mmengine - INFO - Epoch(train) [21][1800/5005] lr: 3.0042e-02 eta: 2 days, 21:50:07 time: 0.1767 data_time: 0.0020 loss: 1.9914 2023/03/24 13:35:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:35:20 - mmengine - INFO - Epoch(train) [21][1900/5005] lr: 3.0042e-02 eta: 2 days, 21:49:49 time: 0.1774 data_time: 0.0019 loss: 2.0986 2023/03/24 13:35:38 - mmengine - INFO - Epoch(train) [21][2000/5005] lr: 3.0042e-02 eta: 2 days, 21:49:29 time: 0.1783 data_time: 0.0020 loss: 2.1754 2023/03/24 13:35:56 - mmengine - INFO - Epoch(train) [21][2100/5005] lr: 3.0042e-02 eta: 2 days, 21:49:11 time: 0.1987 data_time: 0.0020 loss: 2.1124 2023/03/24 13:36:14 - mmengine - INFO - Epoch(train) [21][2200/5005] lr: 3.0042e-02 eta: 2 days, 21:48:59 time: 0.1784 data_time: 0.0020 loss: 1.7703 2023/03/24 13:36:32 - mmengine - INFO - Epoch(train) [21][2300/5005] lr: 3.0042e-02 eta: 2 days, 21:48:41 time: 0.1769 data_time: 0.0020 loss: 2.1593 2023/03/24 13:36:50 - mmengine - INFO - Epoch(train) [21][2400/5005] lr: 3.0042e-02 eta: 2 days, 21:48:20 time: 0.1784 data_time: 0.0020 loss: 1.9375 2023/03/24 13:37:08 - mmengine - INFO - Epoch(train) [21][2500/5005] lr: 3.0042e-02 eta: 2 days, 21:47:59 time: 0.1770 data_time: 0.0020 loss: 1.9863 2023/03/24 13:37:26 - mmengine - INFO - Epoch(train) [21][2600/5005] lr: 3.0042e-02 eta: 2 days, 21:47:43 time: 0.1773 data_time: 0.0020 loss: 2.0678 2023/03/24 13:37:44 - mmengine - INFO - Epoch(train) [21][2700/5005] lr: 3.0042e-02 eta: 2 days, 21:47:25 time: 0.1787 data_time: 0.0020 loss: 2.0918 2023/03/24 13:38:02 - mmengine - INFO - Epoch(train) [21][2800/5005] lr: 3.0042e-02 eta: 2 days, 21:47:03 time: 0.1745 data_time: 0.0020 loss: 1.9804 2023/03/24 13:38:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:38:20 - mmengine - INFO - Epoch(train) [21][2900/5005] lr: 3.0042e-02 eta: 2 days, 21:46:44 time: 0.1776 data_time: 0.0020 loss: 1.9847 2023/03/24 13:38:38 - mmengine - INFO - Epoch(train) [21][3000/5005] lr: 3.0042e-02 eta: 2 days, 21:46:29 time: 0.1782 data_time: 0.0020 loss: 2.1369 2023/03/24 13:38:56 - mmengine - INFO - Epoch(train) [21][3100/5005] lr: 3.0042e-02 eta: 2 days, 21:46:14 time: 0.1770 data_time: 0.0020 loss: 2.0809 2023/03/24 13:39:14 - mmengine - INFO - Epoch(train) [21][3200/5005] lr: 3.0042e-02 eta: 2 days, 21:45:53 time: 0.1779 data_time: 0.0020 loss: 2.2745 2023/03/24 13:39:32 - mmengine - INFO - Epoch(train) [21][3300/5005] lr: 3.0042e-02 eta: 2 days, 21:45:35 time: 0.1779 data_time: 0.0020 loss: 2.3150 2023/03/24 13:39:50 - mmengine - INFO - Epoch(train) [21][3400/5005] lr: 3.0042e-02 eta: 2 days, 21:45:17 time: 0.1774 data_time: 0.0020 loss: 2.2222 2023/03/24 13:40:08 - mmengine - INFO - Epoch(train) [21][3500/5005] lr: 3.0042e-02 eta: 2 days, 21:44:57 time: 0.1787 data_time: 0.0020 loss: 1.8708 2023/03/24 13:40:26 - mmengine - INFO - Epoch(train) [21][3600/5005] lr: 3.0042e-02 eta: 2 days, 21:44:42 time: 0.1748 data_time: 0.0020 loss: 1.9852 2023/03/24 13:40:44 - mmengine - INFO - Epoch(train) [21][3700/5005] lr: 3.0042e-02 eta: 2 days, 21:44:22 time: 0.1782 data_time: 0.0020 loss: 1.9832 2023/03/24 13:41:02 - mmengine - INFO - Epoch(train) [21][3800/5005] lr: 3.0042e-02 eta: 2 days, 21:44:02 time: 0.1782 data_time: 0.0020 loss: 2.0748 2023/03/24 13:41:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:41:20 - mmengine - INFO - Epoch(train) [21][3900/5005] lr: 3.0042e-02 eta: 2 days, 21:43:47 time: 0.1952 data_time: 0.0020 loss: 1.8469 2023/03/24 13:41:38 - mmengine - INFO - Epoch(train) [21][4000/5005] lr: 3.0042e-02 eta: 2 days, 21:43:29 time: 0.1761 data_time: 0.0020 loss: 1.9078 2023/03/24 13:41:56 - mmengine - INFO - Epoch(train) [21][4100/5005] lr: 3.0042e-02 eta: 2 days, 21:43:07 time: 0.1772 data_time: 0.0020 loss: 2.1680 2023/03/24 13:42:14 - mmengine - INFO - Epoch(train) [21][4200/5005] lr: 3.0042e-02 eta: 2 days, 21:42:50 time: 0.1779 data_time: 0.0020 loss: 2.1766 2023/03/24 13:42:32 - mmengine - INFO - Epoch(train) [21][4300/5005] lr: 3.0042e-02 eta: 2 days, 21:42:36 time: 0.1973 data_time: 0.0021 loss: 2.1241 2023/03/24 13:42:50 - mmengine - INFO - Epoch(train) [21][4400/5005] lr: 3.0042e-02 eta: 2 days, 21:42:17 time: 0.1772 data_time: 0.0020 loss: 2.1098 2023/03/24 13:43:08 - mmengine - INFO - Epoch(train) [21][4500/5005] lr: 3.0042e-02 eta: 2 days, 21:41:56 time: 0.1783 data_time: 0.0020 loss: 2.2151 2023/03/24 13:43:26 - mmengine - INFO - Epoch(train) [21][4600/5005] lr: 3.0042e-02 eta: 2 days, 21:41:35 time: 0.1787 data_time: 0.0020 loss: 2.0332 2023/03/24 13:43:44 - mmengine - INFO - Epoch(train) [21][4700/5005] lr: 3.0042e-02 eta: 2 days, 21:41:17 time: 0.2039 data_time: 0.0020 loss: 2.0620 2023/03/24 13:44:02 - mmengine - INFO - Epoch(train) [21][4800/5005] lr: 3.0042e-02 eta: 2 days, 21:40:59 time: 0.1779 data_time: 0.0020 loss: 1.9748 2023/03/24 13:44:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:44:20 - mmengine - INFO - Epoch(train) [21][4900/5005] lr: 3.0042e-02 eta: 2 days, 21:40:42 time: 0.1775 data_time: 0.0020 loss: 2.1717 2023/03/24 13:44:38 - mmengine - INFO - Epoch(train) [21][5000/5005] lr: 3.0042e-02 eta: 2 days, 21:40:26 time: 0.1760 data_time: 0.0027 loss: 2.2280 2023/03/24 13:44:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:44:39 - mmengine - INFO - Saving checkpoint at 21 epochs 2023/03/24 13:44:47 - mmengine - INFO - Epoch(val) [21][100/196] eta: 0:00:06 time: 0.0601 data_time: 0.0209 2023/03/24 13:45:16 - mmengine - INFO - Epoch(val) [21][196/196] accuracy/top1: 60.0980 accuracy/top5: 82.8520data_time: 0.0632 time: 0.0992 2023/03/24 13:45:35 - mmengine - INFO - Epoch(train) [22][ 100/5005] lr: 2.9442e-02 eta: 2 days, 21:40:19 time: 0.1772 data_time: 0.0022 loss: 2.0538 2023/03/24 13:45:53 - mmengine - INFO - Epoch(train) [22][ 200/5005] lr: 2.9442e-02 eta: 2 days, 21:39:58 time: 0.1776 data_time: 0.0020 loss: 1.9925 2023/03/24 13:46:11 - mmengine - INFO - Epoch(train) [22][ 300/5005] lr: 2.9442e-02 eta: 2 days, 21:39:39 time: 0.1784 data_time: 0.0020 loss: 2.0363 2023/03/24 13:46:28 - mmengine - INFO - Epoch(train) [22][ 400/5005] lr: 2.9442e-02 eta: 2 days, 21:39:17 time: 0.1782 data_time: 0.0020 loss: 1.9219 2023/03/24 13:46:46 - mmengine - INFO - Epoch(train) [22][ 500/5005] lr: 2.9442e-02 eta: 2 days, 21:38:55 time: 0.1773 data_time: 0.0020 loss: 2.0835 2023/03/24 13:47:04 - mmengine - INFO - Epoch(train) [22][ 600/5005] lr: 2.9442e-02 eta: 2 days, 21:38:34 time: 0.1738 data_time: 0.0020 loss: 2.0985 2023/03/24 13:47:22 - mmengine - INFO - Epoch(train) [22][ 700/5005] lr: 2.9442e-02 eta: 2 days, 21:38:13 time: 0.1781 data_time: 0.0021 loss: 2.0883 2023/03/24 13:47:40 - mmengine - INFO - Epoch(train) [22][ 800/5005] lr: 2.9442e-02 eta: 2 days, 21:38:01 time: 0.1791 data_time: 0.0020 loss: 2.0485 2023/03/24 13:47:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:47:58 - mmengine - INFO - Epoch(train) [22][ 900/5005] lr: 2.9442e-02 eta: 2 days, 21:37:45 time: 0.1763 data_time: 0.0020 loss: 1.8806 2023/03/24 13:48:17 - mmengine - INFO - Epoch(train) [22][1000/5005] lr: 2.9442e-02 eta: 2 days, 21:37:31 time: 0.1787 data_time: 0.0020 loss: 2.0144 2023/03/24 13:48:34 - mmengine - INFO - Epoch(train) [22][1100/5005] lr: 2.9442e-02 eta: 2 days, 21:37:10 time: 0.1764 data_time: 0.0020 loss: 2.1538 2023/03/24 13:48:52 - mmengine - INFO - Epoch(train) [22][1200/5005] lr: 2.9442e-02 eta: 2 days, 21:36:49 time: 0.1788 data_time: 0.0020 loss: 1.9050 2023/03/24 13:49:10 - mmengine - INFO - Epoch(train) [22][1300/5005] lr: 2.9442e-02 eta: 2 days, 21:36:28 time: 0.1774 data_time: 0.0020 loss: 1.9720 2023/03/24 13:49:28 - mmengine - INFO - Epoch(train) [22][1400/5005] lr: 2.9442e-02 eta: 2 days, 21:36:06 time: 0.1790 data_time: 0.0021 loss: 1.9157 2023/03/24 13:49:46 - mmengine - INFO - Epoch(train) [22][1500/5005] lr: 2.9442e-02 eta: 2 days, 21:35:47 time: 0.1775 data_time: 0.0020 loss: 2.2346 2023/03/24 13:50:04 - mmengine - INFO - Epoch(train) [22][1600/5005] lr: 2.9442e-02 eta: 2 days, 21:35:30 time: 0.1755 data_time: 0.0019 loss: 1.8513 2023/03/24 13:50:22 - mmengine - INFO - Epoch(train) [22][1700/5005] lr: 2.9442e-02 eta: 2 days, 21:35:16 time: 0.1776 data_time: 0.0020 loss: 2.2041 2023/03/24 13:50:40 - mmengine - INFO - Epoch(train) [22][1800/5005] lr: 2.9442e-02 eta: 2 days, 21:34:57 time: 0.1779 data_time: 0.0020 loss: 1.9699 2023/03/24 13:50:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:50:58 - mmengine - INFO - Epoch(train) [22][1900/5005] lr: 2.9442e-02 eta: 2 days, 21:34:41 time: 0.1788 data_time: 0.0020 loss: 1.9948 2023/03/24 13:51:16 - mmengine - INFO - Epoch(train) [22][2000/5005] lr: 2.9442e-02 eta: 2 days, 21:34:20 time: 0.1783 data_time: 0.0020 loss: 2.1144 2023/03/24 13:51:34 - mmengine - INFO - Epoch(train) [22][2100/5005] lr: 2.9442e-02 eta: 2 days, 21:33:59 time: 0.1799 data_time: 0.0020 loss: 1.9527 2023/03/24 13:51:52 - mmengine - INFO - Epoch(train) [22][2200/5005] lr: 2.9442e-02 eta: 2 days, 21:33:40 time: 0.1780 data_time: 0.0020 loss: 1.9048 2023/03/24 13:52:09 - mmengine - INFO - Epoch(train) [22][2300/5005] lr: 2.9442e-02 eta: 2 days, 21:33:19 time: 0.1758 data_time: 0.0020 loss: 2.1125 2023/03/24 13:52:27 - mmengine - INFO - Epoch(train) [22][2400/5005] lr: 2.9442e-02 eta: 2 days, 21:33:01 time: 0.1779 data_time: 0.0020 loss: 2.1924 2023/03/24 13:52:46 - mmengine - INFO - Epoch(train) [22][2500/5005] lr: 2.9442e-02 eta: 2 days, 21:32:46 time: 0.1767 data_time: 0.0020 loss: 2.1679 2023/03/24 13:53:04 - mmengine - INFO - Epoch(train) [22][2600/5005] lr: 2.9442e-02 eta: 2 days, 21:32:27 time: 0.1749 data_time: 0.0020 loss: 2.1463 2023/03/24 13:53:22 - mmengine - INFO - Epoch(train) [22][2700/5005] lr: 2.9442e-02 eta: 2 days, 21:32:12 time: 0.1781 data_time: 0.0020 loss: 2.0982 2023/03/24 13:53:40 - mmengine - INFO - Epoch(train) [22][2800/5005] lr: 2.9442e-02 eta: 2 days, 21:31:52 time: 0.1756 data_time: 0.0020 loss: 1.8379 2023/03/24 13:53:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:53:58 - mmengine - INFO - Epoch(train) [22][2900/5005] lr: 2.9442e-02 eta: 2 days, 21:31:32 time: 0.1789 data_time: 0.0021 loss: 2.1450 2023/03/24 13:54:15 - mmengine - INFO - Epoch(train) [22][3000/5005] lr: 2.9442e-02 eta: 2 days, 21:31:11 time: 0.1786 data_time: 0.0020 loss: 1.8845 2023/03/24 13:54:33 - mmengine - INFO - Epoch(train) [22][3100/5005] lr: 2.9442e-02 eta: 2 days, 21:30:53 time: 0.1759 data_time: 0.0020 loss: 1.9593 2023/03/24 13:54:51 - mmengine - INFO - Epoch(train) [22][3200/5005] lr: 2.9442e-02 eta: 2 days, 21:30:31 time: 0.1770 data_time: 0.0020 loss: 2.2519 2023/03/24 13:55:09 - mmengine - INFO - Epoch(train) [22][3300/5005] lr: 2.9442e-02 eta: 2 days, 21:30:10 time: 0.1767 data_time: 0.0020 loss: 2.2296 2023/03/24 13:55:27 - mmengine - INFO - Epoch(train) [22][3400/5005] lr: 2.9442e-02 eta: 2 days, 21:29:55 time: 0.1772 data_time: 0.0020 loss: 2.2012 2023/03/24 13:55:45 - mmengine - INFO - Epoch(train) [22][3500/5005] lr: 2.9442e-02 eta: 2 days, 21:29:34 time: 0.1801 data_time: 0.0020 loss: 2.0211 2023/03/24 13:56:03 - mmengine - INFO - Epoch(train) [22][3600/5005] lr: 2.9442e-02 eta: 2 days, 21:29:23 time: 0.1781 data_time: 0.0020 loss: 1.9229 2023/03/24 13:56:21 - mmengine - INFO - Epoch(train) [22][3700/5005] lr: 2.9442e-02 eta: 2 days, 21:29:03 time: 0.1804 data_time: 0.0020 loss: 1.9976 2023/03/24 13:56:39 - mmengine - INFO - Epoch(train) [22][3800/5005] lr: 2.9442e-02 eta: 2 days, 21:28:44 time: 0.1770 data_time: 0.0020 loss: 1.9415 2023/03/24 13:56:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:56:57 - mmengine - INFO - Epoch(train) [22][3900/5005] lr: 2.9442e-02 eta: 2 days, 21:28:24 time: 0.1776 data_time: 0.0020 loss: 1.8948 2023/03/24 13:57:15 - mmengine - INFO - Epoch(train) [22][4000/5005] lr: 2.9442e-02 eta: 2 days, 21:28:03 time: 0.1829 data_time: 0.0020 loss: 1.8616 2023/03/24 13:57:32 - mmengine - INFO - Epoch(train) [22][4100/5005] lr: 2.9442e-02 eta: 2 days, 21:27:42 time: 0.1756 data_time: 0.0020 loss: 2.0698 2023/03/24 13:57:51 - mmengine - INFO - Epoch(train) [22][4200/5005] lr: 2.9442e-02 eta: 2 days, 21:27:26 time: 0.1777 data_time: 0.0020 loss: 2.1653 2023/03/24 13:58:09 - mmengine - INFO - Epoch(train) [22][4300/5005] lr: 2.9442e-02 eta: 2 days, 21:27:11 time: 0.1777 data_time: 0.0020 loss: 2.0570 2023/03/24 13:58:27 - mmengine - INFO - Epoch(train) [22][4400/5005] lr: 2.9442e-02 eta: 2 days, 21:26:51 time: 0.1778 data_time: 0.0020 loss: 1.9440 2023/03/24 13:58:45 - mmengine - INFO - Epoch(train) [22][4500/5005] lr: 2.9442e-02 eta: 2 days, 21:26:39 time: 0.1926 data_time: 0.0021 loss: 2.0566 2023/03/24 13:59:03 - mmengine - INFO - Epoch(train) [22][4600/5005] lr: 2.9442e-02 eta: 2 days, 21:26:18 time: 0.1777 data_time: 0.0020 loss: 1.9367 2023/03/24 13:59:21 - mmengine - INFO - Epoch(train) [22][4700/5005] lr: 2.9442e-02 eta: 2 days, 21:25:58 time: 0.1755 data_time: 0.0020 loss: 2.1651 2023/03/24 13:59:39 - mmengine - INFO - Epoch(train) [22][4800/5005] lr: 2.9442e-02 eta: 2 days, 21:25:37 time: 0.1784 data_time: 0.0020 loss: 1.9332 2023/03/24 13:59:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 13:59:56 - mmengine - INFO - Epoch(train) [22][4900/5005] lr: 2.9442e-02 eta: 2 days, 21:25:17 time: 0.1769 data_time: 0.0020 loss: 2.1495 2023/03/24 14:00:14 - mmengine - INFO - Epoch(train) [22][5000/5005] lr: 2.9442e-02 eta: 2 days, 21:24:59 time: 0.1783 data_time: 0.0026 loss: 2.1341 2023/03/24 14:00:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:00:16 - mmengine - INFO - Saving checkpoint at 22 epochs 2023/03/24 14:00:23 - mmengine - INFO - Epoch(val) [22][100/196] eta: 0:00:06 time: 0.0588 data_time: 0.0178 2023/03/24 14:00:53 - mmengine - INFO - Epoch(val) [22][196/196] accuracy/top1: 59.8100 accuracy/top5: 82.7900data_time: 0.0626 time: 0.0997 2023/03/24 14:01:12 - mmengine - INFO - Epoch(train) [23][ 100/5005] lr: 2.8853e-02 eta: 2 days, 21:24:56 time: 0.2030 data_time: 0.0020 loss: 2.0620 2023/03/24 14:01:30 - mmengine - INFO - Epoch(train) [23][ 200/5005] lr: 2.8853e-02 eta: 2 days, 21:24:36 time: 0.1784 data_time: 0.0020 loss: 2.1412 2023/03/24 14:01:48 - mmengine - INFO - Epoch(train) [23][ 300/5005] lr: 2.8853e-02 eta: 2 days, 21:24:21 time: 0.1789 data_time: 0.0020 loss: 2.0068 2023/03/24 14:02:06 - mmengine - INFO - Epoch(train) [23][ 400/5005] lr: 2.8853e-02 eta: 2 days, 21:24:04 time: 0.1780 data_time: 0.0020 loss: 2.2134 2023/03/24 14:02:24 - mmengine - INFO - Epoch(train) [23][ 500/5005] lr: 2.8853e-02 eta: 2 days, 21:23:44 time: 0.1782 data_time: 0.0020 loss: 2.1644 2023/03/24 14:02:42 - mmengine - INFO - Epoch(train) [23][ 600/5005] lr: 2.8853e-02 eta: 2 days, 21:23:23 time: 0.1776 data_time: 0.0020 loss: 2.0862 2023/03/24 14:03:00 - mmengine - INFO - Epoch(train) [23][ 700/5005] lr: 2.8853e-02 eta: 2 days, 21:23:02 time: 0.1780 data_time: 0.0021 loss: 2.0949 2023/03/24 14:03:18 - mmengine - INFO - Epoch(train) [23][ 800/5005] lr: 2.8853e-02 eta: 2 days, 21:22:42 time: 0.1789 data_time: 0.0020 loss: 2.1861 2023/03/24 14:03:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:03:35 - mmengine - INFO - Epoch(train) [23][ 900/5005] lr: 2.8853e-02 eta: 2 days, 21:22:23 time: 0.1780 data_time: 0.0020 loss: 2.0531 2023/03/24 14:03:54 - mmengine - INFO - Epoch(train) [23][1000/5005] lr: 2.8853e-02 eta: 2 days, 21:22:10 time: 0.1779 data_time: 0.0020 loss: 1.8438 2023/03/24 14:04:12 - mmengine - INFO - Epoch(train) [23][1100/5005] lr: 2.8853e-02 eta: 2 days, 21:21:53 time: 0.1785 data_time: 0.0020 loss: 1.9124 2023/03/24 14:04:30 - mmengine - INFO - Epoch(train) [23][1200/5005] lr: 2.8853e-02 eta: 2 days, 21:21:37 time: 0.1769 data_time: 0.0020 loss: 1.9082 2023/03/24 14:04:48 - mmengine - INFO - Epoch(train) [23][1300/5005] lr: 2.8853e-02 eta: 2 days, 21:21:19 time: 0.1769 data_time: 0.0020 loss: 2.3611 2023/03/24 14:05:06 - mmengine - INFO - Epoch(train) [23][1400/5005] lr: 2.8853e-02 eta: 2 days, 21:20:59 time: 0.1785 data_time: 0.0020 loss: 1.8846 2023/03/24 14:05:24 - mmengine - INFO - Epoch(train) [23][1500/5005] lr: 2.8853e-02 eta: 2 days, 21:20:39 time: 0.1773 data_time: 0.0020 loss: 2.0463 2023/03/24 14:05:42 - mmengine - INFO - Epoch(train) [23][1600/5005] lr: 2.8853e-02 eta: 2 days, 21:20:18 time: 0.1763 data_time: 0.0020 loss: 1.8967 2023/03/24 14:06:00 - mmengine - INFO - Epoch(train) [23][1700/5005] lr: 2.8853e-02 eta: 2 days, 21:20:00 time: 0.1776 data_time: 0.0020 loss: 2.0477 2023/03/24 14:06:18 - mmengine - INFO - Epoch(train) [23][1800/5005] lr: 2.8853e-02 eta: 2 days, 21:19:43 time: 0.1771 data_time: 0.0020 loss: 2.1092 2023/03/24 14:06:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:06:36 - mmengine - INFO - Epoch(train) [23][1900/5005] lr: 2.8853e-02 eta: 2 days, 21:19:26 time: 0.1799 data_time: 0.0021 loss: 1.9835 2023/03/24 14:06:54 - mmengine - INFO - Epoch(train) [23][2000/5005] lr: 2.8853e-02 eta: 2 days, 21:19:12 time: 0.1787 data_time: 0.0021 loss: 1.9741 2023/03/24 14:07:12 - mmengine - INFO - Epoch(train) [23][2100/5005] lr: 2.8853e-02 eta: 2 days, 21:18:52 time: 0.1801 data_time: 0.0020 loss: 1.9183 2023/03/24 14:07:30 - mmengine - INFO - Epoch(train) [23][2200/5005] lr: 2.8853e-02 eta: 2 days, 21:18:35 time: 0.1793 data_time: 0.0020 loss: 2.2469 2023/03/24 14:07:48 - mmengine - INFO - Epoch(train) [23][2300/5005] lr: 2.8853e-02 eta: 2 days, 21:18:15 time: 0.1764 data_time: 0.0020 loss: 2.1447 2023/03/24 14:08:06 - mmengine - INFO - Epoch(train) [23][2400/5005] lr: 2.8853e-02 eta: 2 days, 21:17:59 time: 0.1770 data_time: 0.0021 loss: 2.0664 2023/03/24 14:08:24 - mmengine - INFO - Epoch(train) [23][2500/5005] lr: 2.8853e-02 eta: 2 days, 21:17:40 time: 0.1783 data_time: 0.0020 loss: 2.1971 2023/03/24 14:08:42 - mmengine - INFO - Epoch(train) [23][2600/5005] lr: 2.8853e-02 eta: 2 days, 21:17:20 time: 0.1776 data_time: 0.0020 loss: 2.1898 2023/03/24 14:09:00 - mmengine - INFO - Epoch(train) [23][2700/5005] lr: 2.8853e-02 eta: 2 days, 21:17:05 time: 0.1995 data_time: 0.0020 loss: 2.1891 2023/03/24 14:09:18 - mmengine - INFO - Epoch(train) [23][2800/5005] lr: 2.8853e-02 eta: 2 days, 21:16:48 time: 0.1814 data_time: 0.0021 loss: 1.9380 2023/03/24 14:09:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:09:36 - mmengine - INFO - Epoch(train) [23][2900/5005] lr: 2.8853e-02 eta: 2 days, 21:16:32 time: 0.1771 data_time: 0.0020 loss: 2.1228 2023/03/24 14:09:54 - mmengine - INFO - Epoch(train) [23][3000/5005] lr: 2.8853e-02 eta: 2 days, 21:16:14 time: 0.1779 data_time: 0.0020 loss: 1.9808 2023/03/24 14:10:13 - mmengine - INFO - Epoch(train) [23][3100/5005] lr: 2.8853e-02 eta: 2 days, 21:16:00 time: 0.1794 data_time: 0.0020 loss: 2.1794 2023/03/24 14:10:30 - mmengine - INFO - Epoch(train) [23][3200/5005] lr: 2.8853e-02 eta: 2 days, 21:15:39 time: 0.1739 data_time: 0.0020 loss: 1.8267 2023/03/24 14:10:48 - mmengine - INFO - Epoch(train) [23][3300/5005] lr: 2.8853e-02 eta: 2 days, 21:15:19 time: 0.1796 data_time: 0.0020 loss: 1.9301 2023/03/24 14:11:06 - mmengine - INFO - Epoch(train) [23][3400/5005] lr: 2.8853e-02 eta: 2 days, 21:15:00 time: 0.1793 data_time: 0.0022 loss: 1.8780 2023/03/24 14:11:24 - mmengine - INFO - Epoch(train) [23][3500/5005] lr: 2.8853e-02 eta: 2 days, 21:14:45 time: 0.1927 data_time: 0.0020 loss: 1.9321 2023/03/24 14:11:42 - mmengine - INFO - Epoch(train) [23][3600/5005] lr: 2.8853e-02 eta: 2 days, 21:14:25 time: 0.1817 data_time: 0.0020 loss: 1.9725 2023/03/24 14:12:01 - mmengine - INFO - Epoch(train) [23][3700/5005] lr: 2.8853e-02 eta: 2 days, 21:14:12 time: 0.1793 data_time: 0.0020 loss: 2.0572 2023/03/24 14:12:19 - mmengine - INFO - Epoch(train) [23][3800/5005] lr: 2.8853e-02 eta: 2 days, 21:13:57 time: 0.1784 data_time: 0.0020 loss: 2.0420 2023/03/24 14:12:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:12:37 - mmengine - INFO - Epoch(train) [23][3900/5005] lr: 2.8853e-02 eta: 2 days, 21:13:36 time: 0.1793 data_time: 0.0021 loss: 2.0858 2023/03/24 14:12:55 - mmengine - INFO - Epoch(train) [23][4000/5005] lr: 2.8853e-02 eta: 2 days, 21:13:19 time: 0.1758 data_time: 0.0020 loss: 2.0157 2023/03/24 14:13:13 - mmengine - INFO - Epoch(train) [23][4100/5005] lr: 2.8853e-02 eta: 2 days, 21:12:59 time: 0.1814 data_time: 0.0020 loss: 2.0926 2023/03/24 14:13:31 - mmengine - INFO - Epoch(train) [23][4200/5005] lr: 2.8853e-02 eta: 2 days, 21:12:39 time: 0.1783 data_time: 0.0020 loss: 1.9379 2023/03/24 14:13:49 - mmengine - INFO - Epoch(train) [23][4300/5005] lr: 2.8853e-02 eta: 2 days, 21:12:21 time: 0.1925 data_time: 0.0020 loss: 1.9982 2023/03/24 14:14:07 - mmengine - INFO - Epoch(train) [23][4400/5005] lr: 2.8853e-02 eta: 2 days, 21:12:05 time: 0.1780 data_time: 0.0020 loss: 2.0149 2023/03/24 14:14:25 - mmengine - INFO - Epoch(train) [23][4500/5005] lr: 2.8853e-02 eta: 2 days, 21:11:51 time: 0.1982 data_time: 0.0020 loss: 2.0760 2023/03/24 14:14:43 - mmengine - INFO - Epoch(train) [23][4600/5005] lr: 2.8853e-02 eta: 2 days, 21:11:33 time: 0.2016 data_time: 0.0021 loss: 1.9246 2023/03/24 14:15:01 - mmengine - INFO - Epoch(train) [23][4700/5005] lr: 2.8853e-02 eta: 2 days, 21:11:13 time: 0.1791 data_time: 0.0021 loss: 2.0511 2023/03/24 14:15:19 - mmengine - INFO - Epoch(train) [23][4800/5005] lr: 2.8853e-02 eta: 2 days, 21:10:53 time: 0.1768 data_time: 0.0021 loss: 2.1496 2023/03/24 14:15:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:15:37 - mmengine - INFO - Epoch(train) [23][4900/5005] lr: 2.8853e-02 eta: 2 days, 21:10:37 time: 0.1775 data_time: 0.0020 loss: 2.1174 2023/03/24 14:15:55 - mmengine - INFO - Epoch(train) [23][5000/5005] lr: 2.8853e-02 eta: 2 days, 21:10:17 time: 0.1770 data_time: 0.0027 loss: 2.0329 2023/03/24 14:15:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:15:56 - mmengine - INFO - Saving checkpoint at 23 epochs 2023/03/24 14:16:03 - mmengine - INFO - Epoch(val) [23][100/196] eta: 0:00:06 time: 0.0579 data_time: 0.0172 2023/03/24 14:16:33 - mmengine - INFO - Epoch(val) [23][196/196] accuracy/top1: 60.5700 accuracy/top5: 83.2700data_time: 0.0630 time: 0.0996 2023/03/24 14:16:52 - mmengine - INFO - Epoch(train) [24][ 100/5005] lr: 2.8276e-02 eta: 2 days, 21:10:07 time: 0.1769 data_time: 0.0020 loss: 1.9285 2023/03/24 14:17:10 - mmengine - INFO - Epoch(train) [24][ 200/5005] lr: 2.8276e-02 eta: 2 days, 21:09:50 time: 0.1761 data_time: 0.0020 loss: 2.1073 2023/03/24 14:17:28 - mmengine - INFO - Epoch(train) [24][ 300/5005] lr: 2.8276e-02 eta: 2 days, 21:09:34 time: 0.1771 data_time: 0.0020 loss: 2.0931 2023/03/24 14:17:46 - mmengine - INFO - Epoch(train) [24][ 400/5005] lr: 2.8276e-02 eta: 2 days, 21:09:15 time: 0.1939 data_time: 0.0020 loss: 2.1445 2023/03/24 14:18:04 - mmengine - INFO - Epoch(train) [24][ 500/5005] lr: 2.8276e-02 eta: 2 days, 21:08:57 time: 0.1776 data_time: 0.0020 loss: 2.2167 2023/03/24 14:18:22 - mmengine - INFO - Epoch(train) [24][ 600/5005] lr: 2.8276e-02 eta: 2 days, 21:08:37 time: 0.1790 data_time: 0.0020 loss: 2.2059 2023/03/24 14:18:40 - mmengine - INFO - Epoch(train) [24][ 700/5005] lr: 2.8276e-02 eta: 2 days, 21:08:15 time: 0.1767 data_time: 0.0020 loss: 1.9454 2023/03/24 14:18:58 - mmengine - INFO - Epoch(train) [24][ 800/5005] lr: 2.8276e-02 eta: 2 days, 21:07:56 time: 0.1767 data_time: 0.0020 loss: 2.2071 2023/03/24 14:19:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:19:16 - mmengine - INFO - Epoch(train) [24][ 900/5005] lr: 2.8276e-02 eta: 2 days, 21:07:39 time: 0.1780 data_time: 0.0020 loss: 2.0784 2023/03/24 14:19:34 - mmengine - INFO - Epoch(train) [24][1000/5005] lr: 2.8276e-02 eta: 2 days, 21:07:21 time: 0.1782 data_time: 0.0020 loss: 2.1509 2023/03/24 14:19:52 - mmengine - INFO - Epoch(train) [24][1100/5005] lr: 2.8276e-02 eta: 2 days, 21:07:03 time: 0.1782 data_time: 0.0020 loss: 1.9653 2023/03/24 14:20:10 - mmengine - INFO - Epoch(train) [24][1200/5005] lr: 2.8276e-02 eta: 2 days, 21:06:46 time: 0.1783 data_time: 0.0020 loss: 2.1043 2023/03/24 14:20:28 - mmengine - INFO - Epoch(train) [24][1300/5005] lr: 2.8276e-02 eta: 2 days, 21:06:27 time: 0.1786 data_time: 0.0020 loss: 1.8230 2023/03/24 14:20:46 - mmengine - INFO - Epoch(train) [24][1400/5005] lr: 2.8276e-02 eta: 2 days, 21:06:09 time: 0.1773 data_time: 0.0020 loss: 1.9715 2023/03/24 14:21:04 - mmengine - INFO - Epoch(train) [24][1500/5005] lr: 2.8276e-02 eta: 2 days, 21:05:51 time: 0.1773 data_time: 0.0020 loss: 1.8230 2023/03/24 14:21:22 - mmengine - INFO - Epoch(train) [24][1600/5005] lr: 2.8276e-02 eta: 2 days, 21:05:31 time: 0.1787 data_time: 0.0020 loss: 1.9539 2023/03/24 14:21:40 - mmengine - INFO - Epoch(train) [24][1700/5005] lr: 2.8276e-02 eta: 2 days, 21:05:14 time: 0.1973 data_time: 0.0020 loss: 2.0904 2023/03/24 14:21:58 - mmengine - INFO - Epoch(train) [24][1800/5005] lr: 2.8276e-02 eta: 2 days, 21:04:56 time: 0.1784 data_time: 0.0020 loss: 1.9803 2023/03/24 14:22:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:22:16 - mmengine - INFO - Epoch(train) [24][1900/5005] lr: 2.8276e-02 eta: 2 days, 21:04:40 time: 0.1773 data_time: 0.0021 loss: 2.2325 2023/03/24 14:22:34 - mmengine - INFO - Epoch(train) [24][2000/5005] lr: 2.8276e-02 eta: 2 days, 21:04:22 time: 0.1776 data_time: 0.0020 loss: 1.8931 2023/03/24 14:22:52 - mmengine - INFO - Epoch(train) [24][2100/5005] lr: 2.8276e-02 eta: 2 days, 21:04:03 time: 0.1765 data_time: 0.0021 loss: 1.9563 2023/03/24 14:23:10 - mmengine - INFO - Epoch(train) [24][2200/5005] lr: 2.8276e-02 eta: 2 days, 21:03:47 time: 0.1774 data_time: 0.0022 loss: 2.0877 2023/03/24 14:23:28 - mmengine - INFO - Epoch(train) [24][2300/5005] lr: 2.8276e-02 eta: 2 days, 21:03:27 time: 0.1775 data_time: 0.0020 loss: 1.9868 2023/03/24 14:23:46 - mmengine - INFO - Epoch(train) [24][2400/5005] lr: 2.8276e-02 eta: 2 days, 21:03:08 time: 0.1778 data_time: 0.0021 loss: 2.1272 2023/03/24 14:24:04 - mmengine - INFO - Epoch(train) [24][2500/5005] lr: 2.8276e-02 eta: 2 days, 21:02:50 time: 0.1781 data_time: 0.0020 loss: 1.9464 2023/03/24 14:24:22 - mmengine - INFO - Epoch(train) [24][2600/5005] lr: 2.8276e-02 eta: 2 days, 21:02:30 time: 0.1785 data_time: 0.0021 loss: 1.9247 2023/03/24 14:24:40 - mmengine - INFO - Epoch(train) [24][2700/5005] lr: 2.8276e-02 eta: 2 days, 21:02:15 time: 0.1951 data_time: 0.0020 loss: 1.8997 2023/03/24 14:24:58 - mmengine - INFO - Epoch(train) [24][2800/5005] lr: 2.8276e-02 eta: 2 days, 21:01:55 time: 0.1779 data_time: 0.0020 loss: 2.2401 2023/03/24 14:25:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:25:16 - mmengine - INFO - Epoch(train) [24][2900/5005] lr: 2.8276e-02 eta: 2 days, 21:01:39 time: 0.1778 data_time: 0.0020 loss: 1.9572 2023/03/24 14:25:34 - mmengine - INFO - Epoch(train) [24][3000/5005] lr: 2.8276e-02 eta: 2 days, 21:01:22 time: 0.1999 data_time: 0.0020 loss: 2.1275 2023/03/24 14:25:52 - mmengine - INFO - Epoch(train) [24][3100/5005] lr: 2.8276e-02 eta: 2 days, 21:01:03 time: 0.1796 data_time: 0.0020 loss: 1.9665 2023/03/24 14:26:10 - mmengine - INFO - Epoch(train) [24][3200/5005] lr: 2.8276e-02 eta: 2 days, 21:00:45 time: 0.1800 data_time: 0.0021 loss: 1.6493 2023/03/24 14:26:28 - mmengine - INFO - Epoch(train) [24][3300/5005] lr: 2.8276e-02 eta: 2 days, 21:00:26 time: 0.1790 data_time: 0.0020 loss: 2.0922 2023/03/24 14:26:46 - mmengine - INFO - Epoch(train) [24][3400/5005] lr: 2.8276e-02 eta: 2 days, 21:00:05 time: 0.1785 data_time: 0.0021 loss: 2.3561 2023/03/24 14:27:04 - mmengine - INFO - Epoch(train) [24][3500/5005] lr: 2.8276e-02 eta: 2 days, 20:59:47 time: 0.1785 data_time: 0.0023 loss: 1.8579 2023/03/24 14:27:22 - mmengine - INFO - Epoch(train) [24][3600/5005] lr: 2.8276e-02 eta: 2 days, 20:59:35 time: 0.1776 data_time: 0.0020 loss: 2.2566 2023/03/24 14:27:40 - mmengine - INFO - Epoch(train) [24][3700/5005] lr: 2.8276e-02 eta: 2 days, 20:59:19 time: 0.1774 data_time: 0.0021 loss: 1.8827 2023/03/24 14:27:58 - mmengine - INFO - Epoch(train) [24][3800/5005] lr: 2.8276e-02 eta: 2 days, 20:58:58 time: 0.1774 data_time: 0.0021 loss: 2.1629 2023/03/24 14:28:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:28:17 - mmengine - INFO - Epoch(train) [24][3900/5005] lr: 2.8276e-02 eta: 2 days, 20:58:45 time: 0.1808 data_time: 0.0020 loss: 1.7595 2023/03/24 14:28:34 - mmengine - INFO - Epoch(train) [24][4000/5005] lr: 2.8276e-02 eta: 2 days, 20:58:24 time: 0.1769 data_time: 0.0020 loss: 2.3563 2023/03/24 14:28:52 - mmengine - INFO - Epoch(train) [24][4100/5005] lr: 2.8276e-02 eta: 2 days, 20:58:04 time: 0.1786 data_time: 0.0020 loss: 1.9790 2023/03/24 14:29:10 - mmengine - INFO - Epoch(train) [24][4200/5005] lr: 2.8276e-02 eta: 2 days, 20:57:44 time: 0.1763 data_time: 0.0020 loss: 2.0220 2023/03/24 14:29:28 - mmengine - INFO - Epoch(train) [24][4300/5005] lr: 2.8276e-02 eta: 2 days, 20:57:26 time: 0.1788 data_time: 0.0020 loss: 2.1986 2023/03/24 14:29:46 - mmengine - INFO - Epoch(train) [24][4400/5005] lr: 2.8276e-02 eta: 2 days, 20:57:10 time: 0.1782 data_time: 0.0021 loss: 2.0790 2023/03/24 14:30:04 - mmengine - INFO - Epoch(train) [24][4500/5005] lr: 2.8276e-02 eta: 2 days, 20:56:55 time: 0.1872 data_time: 0.0021 loss: 1.8876 2023/03/24 14:30:23 - mmengine - INFO - Epoch(train) [24][4600/5005] lr: 2.8276e-02 eta: 2 days, 20:56:37 time: 0.1792 data_time: 0.0020 loss: 1.9496 2023/03/24 14:30:40 - mmengine - INFO - Epoch(train) [24][4700/5005] lr: 2.8276e-02 eta: 2 days, 20:56:17 time: 0.1787 data_time: 0.0021 loss: 2.1007 2023/03/24 14:30:58 - mmengine - INFO - Epoch(train) [24][4800/5005] lr: 2.8276e-02 eta: 2 days, 20:56:01 time: 0.1779 data_time: 0.0021 loss: 2.2695 2023/03/24 14:31:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:31:16 - mmengine - INFO - Epoch(train) [24][4900/5005] lr: 2.8276e-02 eta: 2 days, 20:55:41 time: 0.1793 data_time: 0.0021 loss: 1.8544 2023/03/24 14:31:34 - mmengine - INFO - Epoch(train) [24][5000/5005] lr: 2.8276e-02 eta: 2 days, 20:55:23 time: 0.1759 data_time: 0.0027 loss: 2.1552 2023/03/24 14:31:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:31:36 - mmengine - INFO - Saving checkpoint at 24 epochs 2023/03/24 14:31:43 - mmengine - INFO - Epoch(val) [24][100/196] eta: 0:00:06 time: 0.0592 data_time: 0.0195 2023/03/24 14:32:13 - mmengine - INFO - Epoch(val) [24][196/196] accuracy/top1: 60.5180 accuracy/top5: 83.2980data_time: 0.0633 time: 0.1012 2023/03/24 14:32:32 - mmengine - INFO - Epoch(train) [25][ 100/5005] lr: 2.7710e-02 eta: 2 days, 20:55:15 time: 0.1785 data_time: 0.0021 loss: 1.8788 2023/03/24 14:32:49 - mmengine - INFO - Epoch(train) [25][ 200/5005] lr: 2.7710e-02 eta: 2 days, 20:54:54 time: 0.1751 data_time: 0.0021 loss: 1.9257 2023/03/24 14:33:08 - mmengine - INFO - Epoch(train) [25][ 300/5005] lr: 2.7710e-02 eta: 2 days, 20:54:38 time: 0.1775 data_time: 0.0020 loss: 1.9666 2023/03/24 14:33:26 - mmengine - INFO - Epoch(train) [25][ 400/5005] lr: 2.7710e-02 eta: 2 days, 20:54:22 time: 0.1781 data_time: 0.0021 loss: 2.1031 2023/03/24 14:33:44 - mmengine - INFO - Epoch(train) [25][ 500/5005] lr: 2.7710e-02 eta: 2 days, 20:54:01 time: 0.1780 data_time: 0.0021 loss: 1.9316 2023/03/24 14:34:01 - mmengine - INFO - Epoch(train) [25][ 600/5005] lr: 2.7710e-02 eta: 2 days, 20:53:41 time: 0.1760 data_time: 0.0021 loss: 1.9048 2023/03/24 14:34:19 - mmengine - INFO - Epoch(train) [25][ 700/5005] lr: 2.7710e-02 eta: 2 days, 20:53:20 time: 0.1752 data_time: 0.0020 loss: 1.9484 2023/03/24 14:34:37 - mmengine - INFO - Epoch(train) [25][ 800/5005] lr: 2.7710e-02 eta: 2 days, 20:53:02 time: 0.1780 data_time: 0.0021 loss: 2.0002 2023/03/24 14:34:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:34:55 - mmengine - INFO - Epoch(train) [25][ 900/5005] lr: 2.7710e-02 eta: 2 days, 20:52:46 time: 0.1785 data_time: 0.0020 loss: 1.9006 2023/03/24 14:35:13 - mmengine - INFO - Epoch(train) [25][1000/5005] lr: 2.7710e-02 eta: 2 days, 20:52:27 time: 0.1793 data_time: 0.0021 loss: 1.9251 2023/03/24 14:35:31 - mmengine - INFO - Epoch(train) [25][1100/5005] lr: 2.7710e-02 eta: 2 days, 20:52:09 time: 0.1769 data_time: 0.0020 loss: 1.9504 2023/03/24 14:35:49 - mmengine - INFO - Epoch(train) [25][1200/5005] lr: 2.7710e-02 eta: 2 days, 20:51:51 time: 0.1776 data_time: 0.0021 loss: 1.9959 2023/03/24 14:36:07 - mmengine - INFO - Epoch(train) [25][1300/5005] lr: 2.7710e-02 eta: 2 days, 20:51:33 time: 0.1823 data_time: 0.0021 loss: 2.0910 2023/03/24 14:36:25 - mmengine - INFO - Epoch(train) [25][1400/5005] lr: 2.7710e-02 eta: 2 days, 20:51:16 time: 0.1769 data_time: 0.0022 loss: 1.9961 2023/03/24 14:36:43 - mmengine - INFO - Epoch(train) [25][1500/5005] lr: 2.7710e-02 eta: 2 days, 20:50:58 time: 0.1761 data_time: 0.0020 loss: 2.0983 2023/03/24 14:37:01 - mmengine - INFO - Epoch(train) [25][1600/5005] lr: 2.7710e-02 eta: 2 days, 20:50:40 time: 0.1767 data_time: 0.0020 loss: 2.1913 2023/03/24 14:37:20 - mmengine - INFO - Epoch(train) [25][1700/5005] lr: 2.7710e-02 eta: 2 days, 20:50:24 time: 0.1913 data_time: 0.0021 loss: 1.9725 2023/03/24 14:37:37 - mmengine - INFO - Epoch(train) [25][1800/5005] lr: 2.7710e-02 eta: 2 days, 20:50:03 time: 0.1767 data_time: 0.0021 loss: 2.0366 2023/03/24 14:37:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:37:55 - mmengine - INFO - Epoch(train) [25][1900/5005] lr: 2.7710e-02 eta: 2 days, 20:49:43 time: 0.1770 data_time: 0.0021 loss: 2.0922 2023/03/24 14:38:13 - mmengine - INFO - Epoch(train) [25][2000/5005] lr: 2.7710e-02 eta: 2 days, 20:49:25 time: 0.1761 data_time: 0.0021 loss: 1.9893 2023/03/24 14:38:31 - mmengine - INFO - Epoch(train) [25][2100/5005] lr: 2.7710e-02 eta: 2 days, 20:49:09 time: 0.1758 data_time: 0.0021 loss: 2.0523 2023/03/24 14:38:50 - mmengine - INFO - Epoch(train) [25][2200/5005] lr: 2.7710e-02 eta: 2 days, 20:48:54 time: 0.1791 data_time: 0.0023 loss: 1.7211 2023/03/24 14:39:08 - mmengine - INFO - Epoch(train) [25][2300/5005] lr: 2.7710e-02 eta: 2 days, 20:48:35 time: 0.1791 data_time: 0.0021 loss: 1.8866 2023/03/24 14:39:26 - mmengine - INFO - Epoch(train) [25][2400/5005] lr: 2.7710e-02 eta: 2 days, 20:48:15 time: 0.1756 data_time: 0.0021 loss: 1.9160 2023/03/24 14:39:44 - mmengine - INFO - Epoch(train) [25][2500/5005] lr: 2.7710e-02 eta: 2 days, 20:47:57 time: 0.1984 data_time: 0.0022 loss: 2.0308 2023/03/24 14:40:01 - mmengine - INFO - Epoch(train) [25][2600/5005] lr: 2.7710e-02 eta: 2 days, 20:47:38 time: 0.1781 data_time: 0.0021 loss: 2.0751 2023/03/24 14:40:19 - mmengine - INFO - Epoch(train) [25][2700/5005] lr: 2.7710e-02 eta: 2 days, 20:47:18 time: 0.1776 data_time: 0.0021 loss: 1.8470 2023/03/24 14:40:37 - mmengine - INFO - Epoch(train) [25][2800/5005] lr: 2.7710e-02 eta: 2 days, 20:46:58 time: 0.1773 data_time: 0.0020 loss: 1.9211 2023/03/24 14:40:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:40:55 - mmengine - INFO - Epoch(train) [25][2900/5005] lr: 2.7710e-02 eta: 2 days, 20:46:44 time: 0.1772 data_time: 0.0021 loss: 2.0510 2023/03/24 14:41:14 - mmengine - INFO - Epoch(train) [25][3000/5005] lr: 2.7710e-02 eta: 2 days, 20:46:28 time: 0.1768 data_time: 0.0021 loss: 2.0361 2023/03/24 14:41:32 - mmengine - INFO - Epoch(train) [25][3100/5005] lr: 2.7710e-02 eta: 2 days, 20:46:09 time: 0.1761 data_time: 0.0021 loss: 1.9358 2023/03/24 14:41:49 - mmengine - INFO - Epoch(train) [25][3200/5005] lr: 2.7710e-02 eta: 2 days, 20:45:49 time: 0.1762 data_time: 0.0021 loss: 2.2847 2023/03/24 14:42:07 - mmengine - INFO - Epoch(train) [25][3300/5005] lr: 2.7710e-02 eta: 2 days, 20:45:28 time: 0.1789 data_time: 0.0021 loss: 1.6594 2023/03/24 14:42:25 - mmengine - INFO - Epoch(train) [25][3400/5005] lr: 2.7710e-02 eta: 2 days, 20:45:13 time: 0.1774 data_time: 0.0021 loss: 2.5015 2023/03/24 14:42:43 - mmengine - INFO - Epoch(train) [25][3500/5005] lr: 2.7710e-02 eta: 2 days, 20:44:53 time: 0.1767 data_time: 0.0021 loss: 2.0218 2023/03/24 14:43:01 - mmengine - INFO - Epoch(train) [25][3600/5005] lr: 2.7710e-02 eta: 2 days, 20:44:34 time: 0.1777 data_time: 0.0021 loss: 1.9917 2023/03/24 14:43:20 - mmengine - INFO - Epoch(train) [25][3700/5005] lr: 2.7710e-02 eta: 2 days, 20:44:19 time: 0.1790 data_time: 0.0021 loss: 1.8763 2023/03/24 14:43:37 - mmengine - INFO - Epoch(train) [25][3800/5005] lr: 2.7710e-02 eta: 2 days, 20:43:59 time: 0.1782 data_time: 0.0020 loss: 2.1759 2023/03/24 14:43:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:43:56 - mmengine - INFO - Epoch(train) [25][3900/5005] lr: 2.7710e-02 eta: 2 days, 20:43:44 time: 0.2015 data_time: 0.0021 loss: 1.9017 2023/03/24 14:44:13 - mmengine - INFO - Epoch(train) [25][4000/5005] lr: 2.7710e-02 eta: 2 days, 20:43:23 time: 0.1780 data_time: 0.0021 loss: 2.1317 2023/03/24 14:44:31 - mmengine - INFO - Epoch(train) [25][4100/5005] lr: 2.7710e-02 eta: 2 days, 20:43:02 time: 0.1769 data_time: 0.0021 loss: 1.9370 2023/03/24 14:44:49 - mmengine - INFO - Epoch(train) [25][4200/5005] lr: 2.7710e-02 eta: 2 days, 20:42:43 time: 0.1876 data_time: 0.0021 loss: 2.2185 2023/03/24 14:45:07 - mmengine - INFO - Epoch(train) [25][4300/5005] lr: 2.7710e-02 eta: 2 days, 20:42:28 time: 0.1776 data_time: 0.0020 loss: 1.9232 2023/03/24 14:45:25 - mmengine - INFO - Epoch(train) [25][4400/5005] lr: 2.7710e-02 eta: 2 days, 20:42:10 time: 0.1753 data_time: 0.0021 loss: 2.0588 2023/03/24 14:45:43 - mmengine - INFO - Epoch(train) [25][4500/5005] lr: 2.7710e-02 eta: 2 days, 20:41:49 time: 0.1787 data_time: 0.0020 loss: 2.1975 2023/03/24 14:46:01 - mmengine - INFO - Epoch(train) [25][4600/5005] lr: 2.7710e-02 eta: 2 days, 20:41:32 time: 0.1788 data_time: 0.0020 loss: 1.9075 2023/03/24 14:46:19 - mmengine - INFO - Epoch(train) [25][4700/5005] lr: 2.7710e-02 eta: 2 days, 20:41:15 time: 0.1777 data_time: 0.0021 loss: 1.7711 2023/03/24 14:46:37 - mmengine - INFO - Epoch(train) [25][4800/5005] lr: 2.7710e-02 eta: 2 days, 20:40:58 time: 0.1766 data_time: 0.0021 loss: 2.2043 2023/03/24 14:46:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:46:55 - mmengine - INFO - Epoch(train) [25][4900/5005] lr: 2.7710e-02 eta: 2 days, 20:40:38 time: 0.1767 data_time: 0.0021 loss: 2.0017 2023/03/24 14:47:13 - mmengine - INFO - Epoch(train) [25][5000/5005] lr: 2.7710e-02 eta: 2 days, 20:40:19 time: 0.1756 data_time: 0.0027 loss: 2.0287 2023/03/24 14:47:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:47:14 - mmengine - INFO - Saving checkpoint at 25 epochs 2023/03/24 14:47:22 - mmengine - INFO - Epoch(val) [25][100/196] eta: 0:00:06 time: 0.0610 data_time: 0.0220 2023/03/24 14:47:52 - mmengine - INFO - Epoch(val) [25][196/196] accuracy/top1: 60.6220 accuracy/top5: 83.3860data_time: 0.0624 time: 0.0990 2023/03/24 14:48:11 - mmengine - INFO - Epoch(train) [26][ 100/5005] lr: 2.7156e-02 eta: 2 days, 20:40:11 time: 0.1978 data_time: 0.0021 loss: 1.9245 2023/03/24 14:48:29 - mmengine - INFO - Epoch(train) [26][ 200/5005] lr: 2.7156e-02 eta: 2 days, 20:39:54 time: 0.1781 data_time: 0.0021 loss: 2.0091 2023/03/24 14:48:47 - mmengine - INFO - Epoch(train) [26][ 300/5005] lr: 2.7156e-02 eta: 2 days, 20:39:33 time: 0.1767 data_time: 0.0021 loss: 2.0967 2023/03/24 14:49:05 - mmengine - INFO - Epoch(train) [26][ 400/5005] lr: 2.7156e-02 eta: 2 days, 20:39:18 time: 0.1800 data_time: 0.0021 loss: 1.8520 2023/03/24 14:49:23 - mmengine - INFO - Epoch(train) [26][ 500/5005] lr: 2.7156e-02 eta: 2 days, 20:38:58 time: 0.1765 data_time: 0.0021 loss: 2.0802 2023/03/24 14:49:41 - mmengine - INFO - Epoch(train) [26][ 600/5005] lr: 2.7156e-02 eta: 2 days, 20:38:37 time: 0.1758 data_time: 0.0021 loss: 1.9980 2023/03/24 14:49:58 - mmengine - INFO - Epoch(train) [26][ 700/5005] lr: 2.7156e-02 eta: 2 days, 20:38:16 time: 0.1787 data_time: 0.0020 loss: 2.0976 2023/03/24 14:50:16 - mmengine - INFO - Epoch(train) [26][ 800/5005] lr: 2.7156e-02 eta: 2 days, 20:37:58 time: 0.1773 data_time: 0.0020 loss: 2.0354 2023/03/24 14:50:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:50:35 - mmengine - INFO - Epoch(train) [26][ 900/5005] lr: 2.7156e-02 eta: 2 days, 20:37:43 time: 0.1996 data_time: 0.0021 loss: 2.0487 2023/03/24 14:50:53 - mmengine - INFO - Epoch(train) [26][1000/5005] lr: 2.7156e-02 eta: 2 days, 20:37:24 time: 0.1763 data_time: 0.0021 loss: 1.9021 2023/03/24 14:51:11 - mmengine - INFO - Epoch(train) [26][1100/5005] lr: 2.7156e-02 eta: 2 days, 20:37:08 time: 0.2023 data_time: 0.0021 loss: 1.9674 2023/03/24 14:51:29 - mmengine - INFO - Epoch(train) [26][1200/5005] lr: 2.7156e-02 eta: 2 days, 20:36:49 time: 0.1783 data_time: 0.0021 loss: 1.9949 2023/03/24 14:51:47 - mmengine - INFO - Epoch(train) [26][1300/5005] lr: 2.7156e-02 eta: 2 days, 20:36:31 time: 0.1778 data_time: 0.0021 loss: 2.1234 2023/03/24 14:52:05 - mmengine - INFO - Epoch(train) [26][1400/5005] lr: 2.7156e-02 eta: 2 days, 20:36:12 time: 0.1793 data_time: 0.0021 loss: 1.9491 2023/03/24 14:52:23 - mmengine - INFO - Epoch(train) [26][1500/5005] lr: 2.7156e-02 eta: 2 days, 20:35:54 time: 0.1782 data_time: 0.0020 loss: 2.0787 2023/03/24 14:52:41 - mmengine - INFO - Epoch(train) [26][1600/5005] lr: 2.7156e-02 eta: 2 days, 20:35:36 time: 0.1775 data_time: 0.0021 loss: 1.9332 2023/03/24 14:52:59 - mmengine - INFO - Epoch(train) [26][1700/5005] lr: 2.7156e-02 eta: 2 days, 20:35:19 time: 0.1800 data_time: 0.0021 loss: 1.9358 2023/03/24 14:53:17 - mmengine - INFO - Epoch(train) [26][1800/5005] lr: 2.7156e-02 eta: 2 days, 20:35:00 time: 0.1793 data_time: 0.0021 loss: 2.0506 2023/03/24 14:53:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:53:35 - mmengine - INFO - Epoch(train) [26][1900/5005] lr: 2.7156e-02 eta: 2 days, 20:34:43 time: 0.1788 data_time: 0.0021 loss: 1.9181 2023/03/24 14:53:53 - mmengine - INFO - Epoch(train) [26][2000/5005] lr: 2.7156e-02 eta: 2 days, 20:34:26 time: 0.1780 data_time: 0.0021 loss: 2.1140 2023/03/24 14:54:11 - mmengine - INFO - Epoch(train) [26][2100/5005] lr: 2.7156e-02 eta: 2 days, 20:34:08 time: 0.1768 data_time: 0.0021 loss: 2.1312 2023/03/24 14:54:29 - mmengine - INFO - Epoch(train) [26][2200/5005] lr: 2.7156e-02 eta: 2 days, 20:33:51 time: 0.1767 data_time: 0.0021 loss: 2.2336 2023/03/24 14:54:47 - mmengine - INFO - Epoch(train) [26][2300/5005] lr: 2.7156e-02 eta: 2 days, 20:33:33 time: 0.1953 data_time: 0.0021 loss: 2.1600 2023/03/24 14:55:05 - mmengine - INFO - Epoch(train) [26][2400/5005] lr: 2.7156e-02 eta: 2 days, 20:33:13 time: 0.1786 data_time: 0.0021 loss: 1.9646 2023/03/24 14:55:23 - mmengine - INFO - Epoch(train) [26][2500/5005] lr: 2.7156e-02 eta: 2 days, 20:32:53 time: 0.1774 data_time: 0.0021 loss: 1.8355 2023/03/24 14:55:41 - mmengine - INFO - Epoch(train) [26][2600/5005] lr: 2.7156e-02 eta: 2 days, 20:32:37 time: 0.1788 data_time: 0.0021 loss: 1.8437 2023/03/24 14:55:59 - mmengine - INFO - Epoch(train) [26][2700/5005] lr: 2.7156e-02 eta: 2 days, 20:32:19 time: 0.1770 data_time: 0.0021 loss: 2.0817 2023/03/24 14:56:17 - mmengine - INFO - Epoch(train) [26][2800/5005] lr: 2.7156e-02 eta: 2 days, 20:32:02 time: 0.1787 data_time: 0.0021 loss: 1.8580 2023/03/24 14:56:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:56:35 - mmengine - INFO - Epoch(train) [26][2900/5005] lr: 2.7156e-02 eta: 2 days, 20:31:48 time: 0.1792 data_time: 0.0021 loss: 1.9097 2023/03/24 14:56:54 - mmengine - INFO - Epoch(train) [26][3000/5005] lr: 2.7156e-02 eta: 2 days, 20:31:33 time: 0.1783 data_time: 0.0021 loss: 1.8930 2023/03/24 14:57:12 - mmengine - INFO - Epoch(train) [26][3100/5005] lr: 2.7156e-02 eta: 2 days, 20:31:13 time: 0.1779 data_time: 0.0021 loss: 1.9456 2023/03/24 14:57:29 - mmengine - INFO - Epoch(train) [26][3200/5005] lr: 2.7156e-02 eta: 2 days, 20:30:54 time: 0.1774 data_time: 0.0021 loss: 2.0010 2023/03/24 14:57:47 - mmengine - INFO - Epoch(train) [26][3300/5005] lr: 2.7156e-02 eta: 2 days, 20:30:34 time: 0.1780 data_time: 0.0021 loss: 2.0260 2023/03/24 14:58:05 - mmengine - INFO - Epoch(train) [26][3400/5005] lr: 2.7156e-02 eta: 2 days, 20:30:15 time: 0.1792 data_time: 0.0021 loss: 1.9222 2023/03/24 14:58:23 - mmengine - INFO - Epoch(train) [26][3500/5005] lr: 2.7156e-02 eta: 2 days, 20:29:58 time: 0.1777 data_time: 0.0021 loss: 1.7527 2023/03/24 14:58:42 - mmengine - INFO - Epoch(train) [26][3600/5005] lr: 2.7156e-02 eta: 2 days, 20:29:42 time: 0.1775 data_time: 0.0021 loss: 1.8731 2023/03/24 14:59:00 - mmengine - INFO - Epoch(train) [26][3700/5005] lr: 2.7156e-02 eta: 2 days, 20:29:27 time: 0.1778 data_time: 0.0021 loss: 2.0069 2023/03/24 14:59:18 - mmengine - INFO - Epoch(train) [26][3800/5005] lr: 2.7156e-02 eta: 2 days, 20:29:09 time: 0.1773 data_time: 0.0021 loss: 2.1128 2023/03/24 14:59:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 14:59:36 - mmengine - INFO - Epoch(train) [26][3900/5005] lr: 2.7156e-02 eta: 2 days, 20:28:51 time: 0.1792 data_time: 0.0021 loss: 2.1215 2023/03/24 14:59:54 - mmengine - INFO - Epoch(train) [26][4000/5005] lr: 2.7156e-02 eta: 2 days, 20:28:31 time: 0.1774 data_time: 0.0021 loss: 1.9375 2023/03/24 15:00:12 - mmengine - INFO - Epoch(train) [26][4100/5005] lr: 2.7156e-02 eta: 2 days, 20:28:12 time: 0.1791 data_time: 0.0021 loss: 2.0173 2023/03/24 15:00:30 - mmengine - INFO - Epoch(train) [26][4200/5005] lr: 2.7156e-02 eta: 2 days, 20:27:55 time: 0.1792 data_time: 0.0021 loss: 1.8545 2023/03/24 15:00:48 - mmengine - INFO - Epoch(train) [26][4300/5005] lr: 2.7156e-02 eta: 2 days, 20:27:36 time: 0.1792 data_time: 0.0021 loss: 2.2125 2023/03/24 15:01:06 - mmengine - INFO - Epoch(train) [26][4400/5005] lr: 2.7156e-02 eta: 2 days, 20:27:21 time: 0.1800 data_time: 0.0021 loss: 1.8879 2023/03/24 15:01:24 - mmengine - INFO - Epoch(train) [26][4500/5005] lr: 2.7156e-02 eta: 2 days, 20:27:04 time: 0.1766 data_time: 0.0021 loss: 2.2290 2023/03/24 15:01:42 - mmengine - INFO - Epoch(train) [26][4600/5005] lr: 2.7156e-02 eta: 2 days, 20:26:47 time: 0.1788 data_time: 0.0021 loss: 2.0665 2023/03/24 15:02:00 - mmengine - INFO - Epoch(train) [26][4700/5005] lr: 2.7156e-02 eta: 2 days, 20:26:30 time: 0.1790 data_time: 0.0022 loss: 2.0344 2023/03/24 15:02:18 - mmengine - INFO - Epoch(train) [26][4800/5005] lr: 2.7156e-02 eta: 2 days, 20:26:10 time: 0.1773 data_time: 0.0021 loss: 2.0373 2023/03/24 15:02:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:02:36 - mmengine - INFO - Epoch(train) [26][4900/5005] lr: 2.7156e-02 eta: 2 days, 20:25:50 time: 0.1772 data_time: 0.0021 loss: 2.0071 2023/03/24 15:02:54 - mmengine - INFO - Epoch(train) [26][5000/5005] lr: 2.7156e-02 eta: 2 days, 20:25:32 time: 0.1745 data_time: 0.0027 loss: 2.0489 2023/03/24 15:02:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:02:55 - mmengine - INFO - Saving checkpoint at 26 epochs 2023/03/24 15:03:03 - mmengine - INFO - Epoch(val) [26][100/196] eta: 0:00:06 time: 0.0640 data_time: 0.0253 2023/03/24 15:03:32 - mmengine - INFO - Epoch(val) [26][196/196] accuracy/top1: 61.1920 accuracy/top5: 83.6720data_time: 0.0641 time: 0.1035 2023/03/24 15:03:51 - mmengine - INFO - Epoch(train) [27][ 100/5005] lr: 2.6613e-02 eta: 2 days, 20:25:24 time: 0.1785 data_time: 0.0021 loss: 1.9997 2023/03/24 15:04:09 - mmengine - INFO - Epoch(train) [27][ 200/5005] lr: 2.6613e-02 eta: 2 days, 20:25:04 time: 0.1789 data_time: 0.0021 loss: 1.8966 2023/03/24 15:04:27 - mmengine - INFO - Epoch(train) [27][ 300/5005] lr: 2.6613e-02 eta: 2 days, 20:24:45 time: 0.1781 data_time: 0.0021 loss: 1.9889 2023/03/24 15:04:45 - mmengine - INFO - Epoch(train) [27][ 400/5005] lr: 2.6613e-02 eta: 2 days, 20:24:28 time: 0.1762 data_time: 0.0020 loss: 2.0341 2023/03/24 15:05:03 - mmengine - INFO - Epoch(train) [27][ 500/5005] lr: 2.6613e-02 eta: 2 days, 20:24:12 time: 0.2031 data_time: 0.0021 loss: 2.0559 2023/03/24 15:05:21 - mmengine - INFO - Epoch(train) [27][ 600/5005] lr: 2.6613e-02 eta: 2 days, 20:23:51 time: 0.1768 data_time: 0.0021 loss: 1.7249 2023/03/24 15:05:39 - mmengine - INFO - Epoch(train) [27][ 700/5005] lr: 2.6613e-02 eta: 2 days, 20:23:32 time: 0.1750 data_time: 0.0021 loss: 1.7448 2023/03/24 15:05:57 - mmengine - INFO - Epoch(train) [27][ 800/5005] lr: 2.6613e-02 eta: 2 days, 20:23:13 time: 0.1783 data_time: 0.0021 loss: 1.8147 2023/03/24 15:06:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:06:15 - mmengine - INFO - Epoch(train) [27][ 900/5005] lr: 2.6613e-02 eta: 2 days, 20:22:55 time: 0.1767 data_time: 0.0021 loss: 1.8458 2023/03/24 15:06:33 - mmengine - INFO - Epoch(train) [27][1000/5005] lr: 2.6613e-02 eta: 2 days, 20:22:35 time: 0.1773 data_time: 0.0021 loss: 1.8631 2023/03/24 15:06:51 - mmengine - INFO - Epoch(train) [27][1100/5005] lr: 2.6613e-02 eta: 2 days, 20:22:19 time: 0.1794 data_time: 0.0021 loss: 1.8654 2023/03/24 15:07:09 - mmengine - INFO - Epoch(train) [27][1200/5005] lr: 2.6613e-02 eta: 2 days, 20:21:59 time: 0.1770 data_time: 0.0021 loss: 2.0730 2023/03/24 15:07:27 - mmengine - INFO - Epoch(train) [27][1300/5005] lr: 2.6613e-02 eta: 2 days, 20:21:44 time: 0.1774 data_time: 0.0021 loss: 2.1104 2023/03/24 15:07:45 - mmengine - INFO - Epoch(train) [27][1400/5005] lr: 2.6613e-02 eta: 2 days, 20:21:23 time: 0.1774 data_time: 0.0021 loss: 2.3029 2023/03/24 15:08:03 - mmengine - INFO - Epoch(train) [27][1500/5005] lr: 2.6613e-02 eta: 2 days, 20:21:07 time: 0.1782 data_time: 0.0021 loss: 1.9905 2023/03/24 15:08:21 - mmengine - INFO - Epoch(train) [27][1600/5005] lr: 2.6613e-02 eta: 2 days, 20:20:51 time: 0.1772 data_time: 0.0021 loss: 1.8641 2023/03/24 15:08:39 - mmengine - INFO - Epoch(train) [27][1700/5005] lr: 2.6613e-02 eta: 2 days, 20:20:32 time: 0.1770 data_time: 0.0021 loss: 1.6822 2023/03/24 15:08:57 - mmengine - INFO - Epoch(train) [27][1800/5005] lr: 2.6613e-02 eta: 2 days, 20:20:12 time: 0.1785 data_time: 0.0021 loss: 1.9897 2023/03/24 15:09:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:09:15 - mmengine - INFO - Epoch(train) [27][1900/5005] lr: 2.6613e-02 eta: 2 days, 20:19:54 time: 0.1794 data_time: 0.0022 loss: 1.9383 2023/03/24 15:09:33 - mmengine - INFO - Epoch(train) [27][2000/5005] lr: 2.6613e-02 eta: 2 days, 20:19:37 time: 0.1776 data_time: 0.0021 loss: 1.9091 2023/03/24 15:09:51 - mmengine - INFO - Epoch(train) [27][2100/5005] lr: 2.6613e-02 eta: 2 days, 20:19:21 time: 0.2193 data_time: 0.0021 loss: 2.0604 2023/03/24 15:10:09 - mmengine - INFO - Epoch(train) [27][2200/5005] lr: 2.6613e-02 eta: 2 days, 20:19:03 time: 0.1787 data_time: 0.0021 loss: 1.6630 2023/03/24 15:10:28 - mmengine - INFO - Epoch(train) [27][2300/5005] lr: 2.6613e-02 eta: 2 days, 20:18:48 time: 0.1784 data_time: 0.0021 loss: 1.9316 2023/03/24 15:10:46 - mmengine - INFO - Epoch(train) [27][2400/5005] lr: 2.6613e-02 eta: 2 days, 20:18:29 time: 0.1793 data_time: 0.0021 loss: 2.0227 2023/03/24 15:11:04 - mmengine - INFO - Epoch(train) [27][2500/5005] lr: 2.6613e-02 eta: 2 days, 20:18:11 time: 0.1785 data_time: 0.0021 loss: 1.9377 2023/03/24 15:11:22 - mmengine - INFO - Epoch(train) [27][2600/5005] lr: 2.6613e-02 eta: 2 days, 20:17:52 time: 0.1784 data_time: 0.0021 loss: 2.1146 2023/03/24 15:11:40 - mmengine - INFO - Epoch(train) [27][2700/5005] lr: 2.6613e-02 eta: 2 days, 20:17:33 time: 0.1778 data_time: 0.0021 loss: 2.1701 2023/03/24 15:11:58 - mmengine - INFO - Epoch(train) [27][2800/5005] lr: 2.6613e-02 eta: 2 days, 20:17:15 time: 0.1795 data_time: 0.0020 loss: 2.2041 2023/03/24 15:12:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:12:16 - mmengine - INFO - Epoch(train) [27][2900/5005] lr: 2.6613e-02 eta: 2 days, 20:16:59 time: 0.1772 data_time: 0.0021 loss: 1.9105 2023/03/24 15:12:34 - mmengine - INFO - Epoch(train) [27][3000/5005] lr: 2.6613e-02 eta: 2 days, 20:16:42 time: 0.1782 data_time: 0.0021 loss: 1.9524 2023/03/24 15:12:52 - mmengine - INFO - Epoch(train) [27][3100/5005] lr: 2.6613e-02 eta: 2 days, 20:16:25 time: 0.1782 data_time: 0.0021 loss: 1.8155 2023/03/24 15:13:10 - mmengine - INFO - Epoch(train) [27][3200/5005] lr: 2.6613e-02 eta: 2 days, 20:16:08 time: 0.1788 data_time: 0.0021 loss: 2.2005 2023/03/24 15:13:28 - mmengine - INFO - Epoch(train) [27][3300/5005] lr: 2.6613e-02 eta: 2 days, 20:15:48 time: 0.1789 data_time: 0.0021 loss: 2.0747 2023/03/24 15:13:46 - mmengine - INFO - Epoch(train) [27][3400/5005] lr: 2.6613e-02 eta: 2 days, 20:15:30 time: 0.1774 data_time: 0.0021 loss: 2.2451 2023/03/24 15:14:04 - mmengine - INFO - Epoch(train) [27][3500/5005] lr: 2.6613e-02 eta: 2 days, 20:15:10 time: 0.1788 data_time: 0.0021 loss: 1.8484 2023/03/24 15:14:22 - mmengine - INFO - Epoch(train) [27][3600/5005] lr: 2.6613e-02 eta: 2 days, 20:14:54 time: 0.1773 data_time: 0.0021 loss: 2.0726 2023/03/24 15:14:40 - mmengine - INFO - Epoch(train) [27][3700/5005] lr: 2.6613e-02 eta: 2 days, 20:14:39 time: 0.1777 data_time: 0.0021 loss: 1.8787 2023/03/24 15:14:58 - mmengine - INFO - Epoch(train) [27][3800/5005] lr: 2.6613e-02 eta: 2 days, 20:14:20 time: 0.1848 data_time: 0.0022 loss: 1.9978 2023/03/24 15:15:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:15:16 - mmengine - INFO - Epoch(train) [27][3900/5005] lr: 2.6613e-02 eta: 2 days, 20:14:02 time: 0.1781 data_time: 0.0021 loss: 1.9295 2023/03/24 15:15:35 - mmengine - INFO - Epoch(train) [27][4000/5005] lr: 2.6613e-02 eta: 2 days, 20:13:47 time: 0.1794 data_time: 0.0021 loss: 2.0289 2023/03/24 15:15:52 - mmengine - INFO - Epoch(train) [27][4100/5005] lr: 2.6613e-02 eta: 2 days, 20:13:27 time: 0.1760 data_time: 0.0021 loss: 2.0582 2023/03/24 15:16:10 - mmengine - INFO - Epoch(train) [27][4200/5005] lr: 2.6613e-02 eta: 2 days, 20:13:08 time: 0.1769 data_time: 0.0021 loss: 1.8656 2023/03/24 15:16:29 - mmengine - INFO - Epoch(train) [27][4300/5005] lr: 2.6613e-02 eta: 2 days, 20:12:52 time: 0.1767 data_time: 0.0021 loss: 2.0034 2023/03/24 15:16:47 - mmengine - INFO - Epoch(train) [27][4400/5005] lr: 2.6613e-02 eta: 2 days, 20:12:35 time: 0.1782 data_time: 0.0021 loss: 2.0699 2023/03/24 15:17:05 - mmengine - INFO - Epoch(train) [27][4500/5005] lr: 2.6613e-02 eta: 2 days, 20:12:15 time: 0.1766 data_time: 0.0021 loss: 1.8902 2023/03/24 15:17:23 - mmengine - INFO - Epoch(train) [27][4600/5005] lr: 2.6613e-02 eta: 2 days, 20:11:58 time: 0.1797 data_time: 0.0021 loss: 1.8857 2023/03/24 15:17:41 - mmengine - INFO - Epoch(train) [27][4700/5005] lr: 2.6613e-02 eta: 2 days, 20:11:39 time: 0.1781 data_time: 0.0021 loss: 1.9614 2023/03/24 15:17:59 - mmengine - INFO - Epoch(train) [27][4800/5005] lr: 2.6613e-02 eta: 2 days, 20:11:21 time: 0.1783 data_time: 0.0021 loss: 2.0036 2023/03/24 15:18:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:18:17 - mmengine - INFO - Epoch(train) [27][4900/5005] lr: 2.6613e-02 eta: 2 days, 20:11:05 time: 0.1785 data_time: 0.0020 loss: 2.1407 2023/03/24 15:18:35 - mmengine - INFO - Epoch(train) [27][5000/5005] lr: 2.6613e-02 eta: 2 days, 20:10:47 time: 0.1777 data_time: 0.0027 loss: 1.8725 2023/03/24 15:18:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:18:36 - mmengine - INFO - Saving checkpoint at 27 epochs 2023/03/24 15:18:44 - mmengine - INFO - Epoch(val) [27][100/196] eta: 0:00:06 time: 0.0598 data_time: 0.0207 2023/03/24 15:19:13 - mmengine - INFO - Epoch(val) [27][196/196] accuracy/top1: 61.2780 accuracy/top5: 83.8140data_time: 0.0651 time: 0.1012 2023/03/24 15:19:33 - mmengine - INFO - Epoch(train) [28][ 100/5005] lr: 2.6081e-02 eta: 2 days, 20:10:41 time: 0.1777 data_time: 0.0021 loss: 1.7368 2023/03/24 15:19:50 - mmengine - INFO - Epoch(train) [28][ 200/5005] lr: 2.6081e-02 eta: 2 days, 20:10:21 time: 0.1794 data_time: 0.0021 loss: 1.8088 2023/03/24 15:20:08 - mmengine - INFO - Epoch(train) [28][ 300/5005] lr: 2.6081e-02 eta: 2 days, 20:10:02 time: 0.1784 data_time: 0.0021 loss: 1.9130 2023/03/24 15:20:26 - mmengine - INFO - Epoch(train) [28][ 400/5005] lr: 2.6081e-02 eta: 2 days, 20:09:44 time: 0.1781 data_time: 0.0021 loss: 2.1674 2023/03/24 15:20:44 - mmengine - INFO - Epoch(train) [28][ 500/5005] lr: 2.6081e-02 eta: 2 days, 20:09:25 time: 0.1790 data_time: 0.0021 loss: 1.7554 2023/03/24 15:21:02 - mmengine - INFO - Epoch(train) [28][ 600/5005] lr: 2.6081e-02 eta: 2 days, 20:09:07 time: 0.1773 data_time: 0.0021 loss: 1.6496 2023/03/24 15:21:20 - mmengine - INFO - Epoch(train) [28][ 700/5005] lr: 2.6081e-02 eta: 2 days, 20:08:47 time: 0.1747 data_time: 0.0021 loss: 1.9032 2023/03/24 15:21:38 - mmengine - INFO - Epoch(train) [28][ 800/5005] lr: 2.6081e-02 eta: 2 days, 20:08:28 time: 0.1775 data_time: 0.0022 loss: 1.9253 2023/03/24 15:21:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:21:56 - mmengine - INFO - Epoch(train) [28][ 900/5005] lr: 2.6081e-02 eta: 2 days, 20:08:13 time: 0.2016 data_time: 0.0021 loss: 2.0223 2023/03/24 15:22:15 - mmengine - INFO - Epoch(train) [28][1000/5005] lr: 2.6081e-02 eta: 2 days, 20:07:58 time: 0.1776 data_time: 0.0021 loss: 2.0368 2023/03/24 15:22:32 - mmengine - INFO - Epoch(train) [28][1100/5005] lr: 2.6081e-02 eta: 2 days, 20:07:38 time: 0.1784 data_time: 0.0022 loss: 1.8754 2023/03/24 15:22:50 - mmengine - INFO - Epoch(train) [28][1200/5005] lr: 2.6081e-02 eta: 2 days, 20:07:20 time: 0.1790 data_time: 0.0021 loss: 2.1220 2023/03/24 15:23:09 - mmengine - INFO - Epoch(train) [28][1300/5005] lr: 2.6081e-02 eta: 2 days, 20:07:04 time: 0.1798 data_time: 0.0020 loss: 1.8553 2023/03/24 15:23:27 - mmengine - INFO - Epoch(train) [28][1400/5005] lr: 2.6081e-02 eta: 2 days, 20:06:46 time: 0.1787 data_time: 0.0021 loss: 1.8811 2023/03/24 15:23:45 - mmengine - INFO - Epoch(train) [28][1500/5005] lr: 2.6081e-02 eta: 2 days, 20:06:28 time: 0.1792 data_time: 0.0021 loss: 1.8819 2023/03/24 15:24:03 - mmengine - INFO - Epoch(train) [28][1600/5005] lr: 2.6081e-02 eta: 2 days, 20:06:10 time: 0.1800 data_time: 0.0021 loss: 1.9644 2023/03/24 15:24:21 - mmengine - INFO - Epoch(train) [28][1700/5005] lr: 2.6081e-02 eta: 2 days, 20:05:52 time: 0.1793 data_time: 0.0021 loss: 1.9222 2023/03/24 15:24:39 - mmengine - INFO - Epoch(train) [28][1800/5005] lr: 2.6081e-02 eta: 2 days, 20:05:38 time: 0.1780 data_time: 0.0021 loss: 2.1807 2023/03/24 15:24:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:24:57 - mmengine - INFO - Epoch(train) [28][1900/5005] lr: 2.6081e-02 eta: 2 days, 20:05:19 time: 0.1785 data_time: 0.0021 loss: 2.0195 2023/03/24 15:25:15 - mmengine - INFO - Epoch(train) [28][2000/5005] lr: 2.6081e-02 eta: 2 days, 20:05:00 time: 0.1778 data_time: 0.0021 loss: 1.9842 2023/03/24 15:25:33 - mmengine - INFO - Epoch(train) [28][2100/5005] lr: 2.6081e-02 eta: 2 days, 20:04:42 time: 0.1779 data_time: 0.0021 loss: 2.1227 2023/03/24 15:25:51 - mmengine - INFO - Epoch(train) [28][2200/5005] lr: 2.6081e-02 eta: 2 days, 20:04:28 time: 0.1961 data_time: 0.0021 loss: 1.9462 2023/03/24 15:26:09 - mmengine - INFO - Epoch(train) [28][2300/5005] lr: 2.6081e-02 eta: 2 days, 20:04:10 time: 0.1790 data_time: 0.0021 loss: 2.0087 2023/03/24 15:26:27 - mmengine - INFO - Epoch(train) [28][2400/5005] lr: 2.6081e-02 eta: 2 days, 20:03:51 time: 0.1801 data_time: 0.0021 loss: 2.2695 2023/03/24 15:26:45 - mmengine - INFO - Epoch(train) [28][2500/5005] lr: 2.6081e-02 eta: 2 days, 20:03:32 time: 0.1786 data_time: 0.0021 loss: 2.1095 2023/03/24 15:27:03 - mmengine - INFO - Epoch(train) [28][2600/5005] lr: 2.6081e-02 eta: 2 days, 20:03:16 time: 0.1782 data_time: 0.0021 loss: 1.8581 2023/03/24 15:27:22 - mmengine - INFO - Epoch(train) [28][2700/5005] lr: 2.6081e-02 eta: 2 days, 20:03:00 time: 0.1771 data_time: 0.0021 loss: 1.9191 2023/03/24 15:27:40 - mmengine - INFO - Epoch(train) [28][2800/5005] lr: 2.6081e-02 eta: 2 days, 20:02:41 time: 0.1783 data_time: 0.0021 loss: 1.8526 2023/03/24 15:27:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:27:58 - mmengine - INFO - Epoch(train) [28][2900/5005] lr: 2.6081e-02 eta: 2 days, 20:02:25 time: 0.1930 data_time: 0.0021 loss: 2.1287 2023/03/24 15:28:16 - mmengine - INFO - Epoch(train) [28][3000/5005] lr: 2.6081e-02 eta: 2 days, 20:02:06 time: 0.1785 data_time: 0.0021 loss: 1.9764 2023/03/24 15:28:34 - mmengine - INFO - Epoch(train) [28][3100/5005] lr: 2.6081e-02 eta: 2 days, 20:01:53 time: 0.1777 data_time: 0.0021 loss: 1.8019 2023/03/24 15:28:52 - mmengine - INFO - Epoch(train) [28][3200/5005] lr: 2.6081e-02 eta: 2 days, 20:01:34 time: 0.1796 data_time: 0.0021 loss: 1.8986 2023/03/24 15:29:10 - mmengine - INFO - Epoch(train) [28][3300/5005] lr: 2.6081e-02 eta: 2 days, 20:01:15 time: 0.1806 data_time: 0.0022 loss: 1.9503 2023/03/24 15:29:28 - mmengine - INFO - Epoch(train) [28][3400/5005] lr: 2.6081e-02 eta: 2 days, 20:00:57 time: 0.1825 data_time: 0.0022 loss: 2.1993 2023/03/24 15:29:47 - mmengine - INFO - Epoch(train) [28][3500/5005] lr: 2.6081e-02 eta: 2 days, 20:00:43 time: 0.2051 data_time: 0.0021 loss: 1.7466 2023/03/24 15:30:05 - mmengine - INFO - Epoch(train) [28][3600/5005] lr: 2.6081e-02 eta: 2 days, 20:00:28 time: 0.1958 data_time: 0.0021 loss: 1.7940 2023/03/24 15:30:23 - mmengine - INFO - Epoch(train) [28][3700/5005] lr: 2.6081e-02 eta: 2 days, 20:00:10 time: 0.1782 data_time: 0.0022 loss: 2.0899 2023/03/24 15:30:41 - mmengine - INFO - Epoch(train) [28][3800/5005] lr: 2.6081e-02 eta: 2 days, 19:59:52 time: 0.1787 data_time: 0.0021 loss: 2.2006 2023/03/24 15:30:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:30:59 - mmengine - INFO - Epoch(train) [28][3900/5005] lr: 2.6081e-02 eta: 2 days, 19:59:36 time: 0.1793 data_time: 0.0021 loss: 2.0241 2023/03/24 15:31:17 - mmengine - INFO - Epoch(train) [28][4000/5005] lr: 2.6081e-02 eta: 2 days, 19:59:18 time: 0.1781 data_time: 0.0021 loss: 1.8867 2023/03/24 15:31:35 - mmengine - INFO - Epoch(train) [28][4100/5005] lr: 2.6081e-02 eta: 2 days, 19:58:58 time: 0.1787 data_time: 0.0021 loss: 2.0985 2023/03/24 15:31:53 - mmengine - INFO - Epoch(train) [28][4200/5005] lr: 2.6081e-02 eta: 2 days, 19:58:39 time: 0.1787 data_time: 0.0022 loss: 2.0788 2023/03/24 15:32:11 - mmengine - INFO - Epoch(train) [28][4300/5005] lr: 2.6081e-02 eta: 2 days, 19:58:21 time: 0.1781 data_time: 0.0021 loss: 1.8554 2023/03/24 15:32:29 - mmengine - INFO - Epoch(train) [28][4400/5005] lr: 2.6081e-02 eta: 2 days, 19:58:06 time: 0.1786 data_time: 0.0021 loss: 2.0439 2023/03/24 15:32:48 - mmengine - INFO - Epoch(train) [28][4500/5005] lr: 2.6081e-02 eta: 2 days, 19:57:52 time: 0.1783 data_time: 0.0022 loss: 1.9648 2023/03/24 15:33:06 - mmengine - INFO - Epoch(train) [28][4600/5005] lr: 2.6081e-02 eta: 2 days, 19:57:34 time: 0.1816 data_time: 0.0022 loss: 1.9934 2023/03/24 15:33:24 - mmengine - INFO - Epoch(train) [28][4700/5005] lr: 2.6081e-02 eta: 2 days, 19:57:15 time: 0.1783 data_time: 0.0021 loss: 2.0335 2023/03/24 15:33:42 - mmengine - INFO - Epoch(train) [28][4800/5005] lr: 2.6081e-02 eta: 2 days, 19:56:59 time: 0.1787 data_time: 0.0021 loss: 1.7948 2023/03/24 15:33:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:34:00 - mmengine - INFO - Epoch(train) [28][4900/5005] lr: 2.6081e-02 eta: 2 days, 19:56:41 time: 0.1787 data_time: 0.0021 loss: 2.0769 2023/03/24 15:34:18 - mmengine - INFO - Epoch(train) [28][5000/5005] lr: 2.6081e-02 eta: 2 days, 19:56:23 time: 0.1762 data_time: 0.0028 loss: 2.0531 2023/03/24 15:34:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:34:19 - mmengine - INFO - Saving checkpoint at 28 epochs 2023/03/24 15:34:27 - mmengine - INFO - Epoch(val) [28][100/196] eta: 0:00:06 time: 0.0593 data_time: 0.0206 2023/03/24 15:34:56 - mmengine - INFO - Epoch(val) [28][196/196] accuracy/top1: 61.8880 accuracy/top5: 84.1700data_time: 0.0631 time: 0.0999 2023/03/24 15:35:15 - mmengine - INFO - Epoch(train) [29][ 100/5005] lr: 2.5559e-02 eta: 2 days, 19:56:19 time: 0.1791 data_time: 0.0021 loss: 1.9587 2023/03/24 15:35:33 - mmengine - INFO - Epoch(train) [29][ 200/5005] lr: 2.5559e-02 eta: 2 days, 19:56:00 time: 0.1775 data_time: 0.0022 loss: 2.0214 2023/03/24 15:35:51 - mmengine - INFO - Epoch(train) [29][ 300/5005] lr: 2.5559e-02 eta: 2 days, 19:55:42 time: 0.1779 data_time: 0.0021 loss: 2.0544 2023/03/24 15:36:09 - mmengine - INFO - Epoch(train) [29][ 400/5005] lr: 2.5559e-02 eta: 2 days, 19:55:25 time: 0.1775 data_time: 0.0021 loss: 1.8214 2023/03/24 15:36:28 - mmengine - INFO - Epoch(train) [29][ 500/5005] lr: 2.5559e-02 eta: 2 days, 19:55:10 time: 0.1784 data_time: 0.0022 loss: 1.9790 2023/03/24 15:36:45 - mmengine - INFO - Epoch(train) [29][ 600/5005] lr: 2.5559e-02 eta: 2 days, 19:54:51 time: 0.1780 data_time: 0.0021 loss: 1.9041 2023/03/24 15:37:03 - mmengine - INFO - Epoch(train) [29][ 700/5005] lr: 2.5559e-02 eta: 2 days, 19:54:31 time: 0.1790 data_time: 0.0021 loss: 1.9225 2023/03/24 15:37:22 - mmengine - INFO - Epoch(train) [29][ 800/5005] lr: 2.5559e-02 eta: 2 days, 19:54:15 time: 0.1789 data_time: 0.0021 loss: 1.9745 2023/03/24 15:37:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:37:40 - mmengine - INFO - Epoch(train) [29][ 900/5005] lr: 2.5559e-02 eta: 2 days, 19:53:59 time: 0.1767 data_time: 0.0021 loss: 1.9520 2023/03/24 15:37:58 - mmengine - INFO - Epoch(train) [29][1000/5005] lr: 2.5559e-02 eta: 2 days, 19:53:40 time: 0.1808 data_time: 0.0023 loss: 1.8342 2023/03/24 15:38:16 - mmengine - INFO - Epoch(train) [29][1100/5005] lr: 2.5559e-02 eta: 2 days, 19:53:20 time: 0.1770 data_time: 0.0022 loss: 1.8545 2023/03/24 15:38:34 - mmengine - INFO - Epoch(train) [29][1200/5005] lr: 2.5559e-02 eta: 2 days, 19:53:03 time: 0.1783 data_time: 0.0021 loss: 1.8796 2023/03/24 15:38:52 - mmengine - INFO - Epoch(train) [29][1300/5005] lr: 2.5559e-02 eta: 2 days, 19:52:46 time: 0.1772 data_time: 0.0021 loss: 2.1566 2023/03/24 15:39:10 - mmengine - INFO - Epoch(train) [29][1400/5005] lr: 2.5559e-02 eta: 2 days, 19:52:29 time: 0.1781 data_time: 0.0022 loss: 1.8498 2023/03/24 15:39:28 - mmengine - INFO - Epoch(train) [29][1500/5005] lr: 2.5559e-02 eta: 2 days, 19:52:11 time: 0.1790 data_time: 0.0021 loss: 1.8868 2023/03/24 15:39:46 - mmengine - INFO - Epoch(train) [29][1600/5005] lr: 2.5559e-02 eta: 2 days, 19:51:54 time: 0.1761 data_time: 0.0022 loss: 2.0299 2023/03/24 15:40:04 - mmengine - INFO - Epoch(train) [29][1700/5005] lr: 2.5559e-02 eta: 2 days, 19:51:36 time: 0.1778 data_time: 0.0021 loss: 1.7983 2023/03/24 15:40:22 - mmengine - INFO - Epoch(train) [29][1800/5005] lr: 2.5559e-02 eta: 2 days, 19:51:17 time: 0.1789 data_time: 0.0022 loss: 2.0477 2023/03/24 15:40:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:40:40 - mmengine - INFO - Epoch(train) [29][1900/5005] lr: 2.5559e-02 eta: 2 days, 19:50:58 time: 0.1782 data_time: 0.0022 loss: 1.8456 2023/03/24 15:40:58 - mmengine - INFO - Epoch(train) [29][2000/5005] lr: 2.5559e-02 eta: 2 days, 19:50:41 time: 0.1786 data_time: 0.0022 loss: 2.1331 2023/03/24 15:41:16 - mmengine - INFO - Epoch(train) [29][2100/5005] lr: 2.5559e-02 eta: 2 days, 19:50:22 time: 0.1783 data_time: 0.0021 loss: 2.0234 2023/03/24 15:41:34 - mmengine - INFO - Epoch(train) [29][2200/5005] lr: 2.5559e-02 eta: 2 days, 19:50:07 time: 0.1790 data_time: 0.0022 loss: 1.7791 2023/03/24 15:41:53 - mmengine - INFO - Epoch(train) [29][2300/5005] lr: 2.5559e-02 eta: 2 days, 19:49:53 time: 0.1806 data_time: 0.0021 loss: 1.8057 2023/03/24 15:42:11 - mmengine - INFO - Epoch(train) [29][2400/5005] lr: 2.5559e-02 eta: 2 days, 19:49:34 time: 0.1781 data_time: 0.0022 loss: 1.8958 2023/03/24 15:42:29 - mmengine - INFO - Epoch(train) [29][2500/5005] lr: 2.5559e-02 eta: 2 days, 19:49:16 time: 0.1804 data_time: 0.0022 loss: 2.1872 2023/03/24 15:42:47 - mmengine - INFO - Epoch(train) [29][2600/5005] lr: 2.5559e-02 eta: 2 days, 19:48:59 time: 0.1774 data_time: 0.0021 loss: 2.0612 2023/03/24 15:43:05 - mmengine - INFO - Epoch(train) [29][2700/5005] lr: 2.5559e-02 eta: 2 days, 19:48:40 time: 0.1781 data_time: 0.0021 loss: 2.0280 2023/03/24 15:43:23 - mmengine - INFO - Epoch(train) [29][2800/5005] lr: 2.5559e-02 eta: 2 days, 19:48:20 time: 0.1749 data_time: 0.0022 loss: 1.8245 2023/03/24 15:43:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:43:41 - mmengine - INFO - Epoch(train) [29][2900/5005] lr: 2.5559e-02 eta: 2 days, 19:48:04 time: 0.1774 data_time: 0.0021 loss: 1.9952 2023/03/24 15:43:59 - mmengine - INFO - Epoch(train) [29][3000/5005] lr: 2.5559e-02 eta: 2 days, 19:47:47 time: 0.1781 data_time: 0.0021 loss: 1.7998 2023/03/24 15:44:17 - mmengine - INFO - Epoch(train) [29][3100/5005] lr: 2.5559e-02 eta: 2 days, 19:47:29 time: 0.1773 data_time: 0.0021 loss: 2.1149 2023/03/24 15:44:35 - mmengine - INFO - Epoch(train) [29][3200/5005] lr: 2.5559e-02 eta: 2 days, 19:47:13 time: 0.1767 data_time: 0.0021 loss: 1.9988 2023/03/24 15:44:53 - mmengine - INFO - Epoch(train) [29][3300/5005] lr: 2.5559e-02 eta: 2 days, 19:46:53 time: 0.1774 data_time: 0.0021 loss: 2.0347 2023/03/24 15:45:11 - mmengine - INFO - Epoch(train) [29][3400/5005] lr: 2.5559e-02 eta: 2 days, 19:46:36 time: 0.1801 data_time: 0.0022 loss: 1.9028 2023/03/24 15:45:29 - mmengine - INFO - Epoch(train) [29][3500/5005] lr: 2.5559e-02 eta: 2 days, 19:46:16 time: 0.1770 data_time: 0.0021 loss: 1.7917 2023/03/24 15:45:47 - mmengine - INFO - Epoch(train) [29][3600/5005] lr: 2.5559e-02 eta: 2 days, 19:45:58 time: 0.1773 data_time: 0.0022 loss: 1.8947 2023/03/24 15:46:05 - mmengine - INFO - Epoch(train) [29][3700/5005] lr: 2.5559e-02 eta: 2 days, 19:45:41 time: 0.1777 data_time: 0.0022 loss: 1.9448 2023/03/24 15:46:23 - mmengine - INFO - Epoch(train) [29][3800/5005] lr: 2.5559e-02 eta: 2 days, 19:45:23 time: 0.1785 data_time: 0.0021 loss: 1.8538 2023/03/24 15:46:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:46:41 - mmengine - INFO - Epoch(train) [29][3900/5005] lr: 2.5559e-02 eta: 2 days, 19:45:04 time: 0.1778 data_time: 0.0022 loss: 1.7783 2023/03/24 15:46:59 - mmengine - INFO - Epoch(train) [29][4000/5005] lr: 2.5559e-02 eta: 2 days, 19:44:48 time: 0.1893 data_time: 0.0021 loss: 2.0863 2023/03/24 15:47:17 - mmengine - INFO - Epoch(train) [29][4100/5005] lr: 2.5559e-02 eta: 2 days, 19:44:30 time: 0.1772 data_time: 0.0022 loss: 1.9728 2023/03/24 15:47:35 - mmengine - INFO - Epoch(train) [29][4200/5005] lr: 2.5559e-02 eta: 2 days, 19:44:11 time: 0.1789 data_time: 0.0021 loss: 1.8936 2023/03/24 15:47:54 - mmengine - INFO - Epoch(train) [29][4300/5005] lr: 2.5559e-02 eta: 2 days, 19:43:55 time: 0.1795 data_time: 0.0022 loss: 1.8168 2023/03/24 15:48:12 - mmengine - INFO - Epoch(train) [29][4400/5005] lr: 2.5559e-02 eta: 2 days, 19:43:38 time: 0.1971 data_time: 0.0021 loss: 1.9297 2023/03/24 15:48:30 - mmengine - INFO - Epoch(train) [29][4500/5005] lr: 2.5559e-02 eta: 2 days, 19:43:19 time: 0.1798 data_time: 0.0022 loss: 2.0193 2023/03/24 15:48:48 - mmengine - INFO - Epoch(train) [29][4600/5005] lr: 2.5559e-02 eta: 2 days, 19:43:02 time: 0.1781 data_time: 0.0022 loss: 2.0095 2023/03/24 15:49:06 - mmengine - INFO - Epoch(train) [29][4700/5005] lr: 2.5559e-02 eta: 2 days, 19:42:43 time: 0.1771 data_time: 0.0024 loss: 1.7650 2023/03/24 15:49:24 - mmengine - INFO - Epoch(train) [29][4800/5005] lr: 2.5559e-02 eta: 2 days, 19:42:24 time: 0.1788 data_time: 0.0022 loss: 2.1574 2023/03/24 15:49:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:49:42 - mmengine - INFO - Epoch(train) [29][4900/5005] lr: 2.5559e-02 eta: 2 days, 19:42:07 time: 0.1975 data_time: 0.0021 loss: 1.9718 2023/03/24 15:50:00 - mmengine - INFO - Epoch(train) [29][5000/5005] lr: 2.5559e-02 eta: 2 days, 19:41:52 time: 0.1756 data_time: 0.0027 loss: 1.6871 2023/03/24 15:50:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:50:01 - mmengine - INFO - Saving checkpoint at 29 epochs 2023/03/24 15:50:09 - mmengine - INFO - Epoch(val) [29][100/196] eta: 0:00:06 time: 0.0597 data_time: 0.0217 2023/03/24 15:50:38 - mmengine - INFO - Epoch(val) [29][196/196] accuracy/top1: 61.8200 accuracy/top5: 84.0700data_time: 0.0664 time: 0.1009 2023/03/24 15:50:57 - mmengine - INFO - Epoch(train) [30][ 100/5005] lr: 2.5048e-02 eta: 2 days, 19:41:41 time: 0.1756 data_time: 0.0022 loss: 1.9770 2023/03/24 15:51:15 - mmengine - INFO - Epoch(train) [30][ 200/5005] lr: 2.5048e-02 eta: 2 days, 19:41:24 time: 0.1777 data_time: 0.0022 loss: 1.8032 2023/03/24 15:51:33 - mmengine - INFO - Epoch(train) [30][ 300/5005] lr: 2.5048e-02 eta: 2 days, 19:41:04 time: 0.1788 data_time: 0.0022 loss: 1.9239 2023/03/24 15:51:51 - mmengine - INFO - Epoch(train) [30][ 400/5005] lr: 2.5048e-02 eta: 2 days, 19:40:45 time: 0.1773 data_time: 0.0022 loss: 1.7921 2023/03/24 15:52:09 - mmengine - INFO - Epoch(train) [30][ 500/5005] lr: 2.5048e-02 eta: 2 days, 19:40:27 time: 0.1986 data_time: 0.0022 loss: 1.9783 2023/03/24 15:52:27 - mmengine - INFO - Epoch(train) [30][ 600/5005] lr: 2.5048e-02 eta: 2 days, 19:40:09 time: 0.1777 data_time: 0.0021 loss: 1.9422 2023/03/24 15:52:45 - mmengine - INFO - Epoch(train) [30][ 700/5005] lr: 2.5048e-02 eta: 2 days, 19:39:50 time: 0.1769 data_time: 0.0021 loss: 1.8261 2023/03/24 15:53:03 - mmengine - INFO - Epoch(train) [30][ 800/5005] lr: 2.5048e-02 eta: 2 days, 19:39:35 time: 0.1783 data_time: 0.0022 loss: 1.8284 2023/03/24 15:53:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:53:21 - mmengine - INFO - Epoch(train) [30][ 900/5005] lr: 2.5048e-02 eta: 2 days, 19:39:18 time: 0.1777 data_time: 0.0022 loss: 1.8465 2023/03/24 15:53:39 - mmengine - INFO - Epoch(train) [30][1000/5005] lr: 2.5048e-02 eta: 2 days, 19:39:01 time: 0.1785 data_time: 0.0022 loss: 1.8701 2023/03/24 15:53:58 - mmengine - INFO - Epoch(train) [30][1100/5005] lr: 2.5048e-02 eta: 2 days, 19:38:47 time: 0.2009 data_time: 0.0021 loss: 1.9286 2023/03/24 15:54:16 - mmengine - INFO - Epoch(train) [30][1200/5005] lr: 2.5048e-02 eta: 2 days, 19:38:28 time: 0.1798 data_time: 0.0022 loss: 1.9165 2023/03/24 15:54:34 - mmengine - INFO - Epoch(train) [30][1300/5005] lr: 2.5048e-02 eta: 2 days, 19:38:12 time: 0.1784 data_time: 0.0021 loss: 2.0599 2023/03/24 15:54:52 - mmengine - INFO - Epoch(train) [30][1400/5005] lr: 2.5048e-02 eta: 2 days, 19:37:53 time: 0.1788 data_time: 0.0022 loss: 1.7653 2023/03/24 15:55:10 - mmengine - INFO - Epoch(train) [30][1500/5005] lr: 2.5048e-02 eta: 2 days, 19:37:37 time: 0.1975 data_time: 0.0021 loss: 2.0677 2023/03/24 15:55:28 - mmengine - INFO - Epoch(train) [30][1600/5005] lr: 2.5048e-02 eta: 2 days, 19:37:20 time: 0.1960 data_time: 0.0021 loss: 1.7944 2023/03/24 15:55:46 - mmengine - INFO - Epoch(train) [30][1700/5005] lr: 2.5048e-02 eta: 2 days, 19:37:03 time: 0.1961 data_time: 0.0021 loss: 2.0902 2023/03/24 15:56:04 - mmengine - INFO - Epoch(train) [30][1800/5005] lr: 2.5048e-02 eta: 2 days, 19:36:45 time: 0.1780 data_time: 0.0021 loss: 2.1403 2023/03/24 15:56:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:56:23 - mmengine - INFO - Epoch(train) [30][1900/5005] lr: 2.5048e-02 eta: 2 days, 19:36:28 time: 0.1787 data_time: 0.0022 loss: 1.6245 2023/03/24 15:56:40 - mmengine - INFO - Epoch(train) [30][2000/5005] lr: 2.5048e-02 eta: 2 days, 19:36:09 time: 0.1796 data_time: 0.0022 loss: 1.8533 2023/03/24 15:56:59 - mmengine - INFO - Epoch(train) [30][2100/5005] lr: 2.5048e-02 eta: 2 days, 19:35:52 time: 0.1777 data_time: 0.0022 loss: 1.8156 2023/03/24 15:57:17 - mmengine - INFO - Epoch(train) [30][2200/5005] lr: 2.5048e-02 eta: 2 days, 19:35:36 time: 0.1985 data_time: 0.0021 loss: 1.8296 2023/03/24 15:57:35 - mmengine - INFO - Epoch(train) [30][2300/5005] lr: 2.5048e-02 eta: 2 days, 19:35:18 time: 0.1763 data_time: 0.0022 loss: 2.0854 2023/03/24 15:57:53 - mmengine - INFO - Epoch(train) [30][2400/5005] lr: 2.5048e-02 eta: 2 days, 19:35:00 time: 0.1800 data_time: 0.0022 loss: 2.0176 2023/03/24 15:58:11 - mmengine - INFO - Epoch(train) [30][2500/5005] lr: 2.5048e-02 eta: 2 days, 19:34:45 time: 0.1771 data_time: 0.0022 loss: 1.8849 2023/03/24 15:58:29 - mmengine - INFO - Epoch(train) [30][2600/5005] lr: 2.5048e-02 eta: 2 days, 19:34:26 time: 0.1778 data_time: 0.0022 loss: 1.9515 2023/03/24 15:58:47 - mmengine - INFO - Epoch(train) [30][2700/5005] lr: 2.5048e-02 eta: 2 days, 19:34:07 time: 0.1789 data_time: 0.0022 loss: 1.8044 2023/03/24 15:59:05 - mmengine - INFO - Epoch(train) [30][2800/5005] lr: 2.5048e-02 eta: 2 days, 19:33:51 time: 0.1993 data_time: 0.0022 loss: 1.9123 2023/03/24 15:59:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 15:59:23 - mmengine - INFO - Epoch(train) [30][2900/5005] lr: 2.5048e-02 eta: 2 days, 19:33:32 time: 0.1793 data_time: 0.0022 loss: 1.6808 2023/03/24 15:59:42 - mmengine - INFO - Epoch(train) [30][3000/5005] lr: 2.5048e-02 eta: 2 days, 19:33:18 time: 0.1787 data_time: 0.0022 loss: 1.9342 2023/03/24 16:00:00 - mmengine - INFO - Epoch(train) [30][3100/5005] lr: 2.5048e-02 eta: 2 days, 19:32:59 time: 0.1805 data_time: 0.0022 loss: 1.9960 2023/03/24 16:00:18 - mmengine - INFO - Epoch(train) [30][3200/5005] lr: 2.5048e-02 eta: 2 days, 19:32:43 time: 0.1781 data_time: 0.0022 loss: 1.8957 2023/03/24 16:00:36 - mmengine - INFO - Epoch(train) [30][3300/5005] lr: 2.5048e-02 eta: 2 days, 19:32:26 time: 0.1787 data_time: 0.0022 loss: 1.9247 2023/03/24 16:00:54 - mmengine - INFO - Epoch(train) [30][3400/5005] lr: 2.5048e-02 eta: 2 days, 19:32:09 time: 0.1777 data_time: 0.0022 loss: 1.7874 2023/03/24 16:01:12 - mmengine - INFO - Epoch(train) [30][3500/5005] lr: 2.5048e-02 eta: 2 days, 19:31:51 time: 0.1798 data_time: 0.0022 loss: 1.8516 2023/03/24 16:01:30 - mmengine - INFO - Epoch(train) [30][3600/5005] lr: 2.5048e-02 eta: 2 days, 19:31:34 time: 0.1785 data_time: 0.0022 loss: 1.8888 2023/03/24 16:01:48 - mmengine - INFO - Epoch(train) [30][3700/5005] lr: 2.5048e-02 eta: 2 days, 19:31:15 time: 0.1796 data_time: 0.0021 loss: 1.7645 2023/03/24 16:02:07 - mmengine - INFO - Epoch(train) [30][3800/5005] lr: 2.5048e-02 eta: 2 days, 19:30:59 time: 0.1799 data_time: 0.0022 loss: 1.7349 2023/03/24 16:02:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:02:25 - mmengine - INFO - Epoch(train) [30][3900/5005] lr: 2.5048e-02 eta: 2 days, 19:30:42 time: 0.1777 data_time: 0.0021 loss: 1.9152 2023/03/24 16:02:43 - mmengine - INFO - Epoch(train) [30][4000/5005] lr: 2.5048e-02 eta: 2 days, 19:30:24 time: 0.1773 data_time: 0.0022 loss: 1.9286 2023/03/24 16:03:01 - mmengine - INFO - Epoch(train) [30][4100/5005] lr: 2.5048e-02 eta: 2 days, 19:30:06 time: 0.1799 data_time: 0.0022 loss: 2.0163 2023/03/24 16:03:19 - mmengine - INFO - Epoch(train) [30][4200/5005] lr: 2.5048e-02 eta: 2 days, 19:29:48 time: 0.1792 data_time: 0.0022 loss: 1.8255 2023/03/24 16:03:37 - mmengine - INFO - Epoch(train) [30][4300/5005] lr: 2.5048e-02 eta: 2 days, 19:29:33 time: 0.1776 data_time: 0.0022 loss: 1.9509 2023/03/24 16:03:55 - mmengine - INFO - Epoch(train) [30][4400/5005] lr: 2.5048e-02 eta: 2 days, 19:29:14 time: 0.1770 data_time: 0.0022 loss: 1.8943 2023/03/24 16:04:13 - mmengine - INFO - Epoch(train) [30][4500/5005] lr: 2.5048e-02 eta: 2 days, 19:28:55 time: 0.1794 data_time: 0.0022 loss: 2.0002 2023/03/24 16:04:31 - mmengine - INFO - Epoch(train) [30][4600/5005] lr: 2.5048e-02 eta: 2 days, 19:28:38 time: 0.1788 data_time: 0.0022 loss: 1.9739 2023/03/24 16:04:49 - mmengine - INFO - Epoch(train) [30][4700/5005] lr: 2.5048e-02 eta: 2 days, 19:28:20 time: 0.1791 data_time: 0.0022 loss: 1.8949 2023/03/24 16:05:08 - mmengine - INFO - Epoch(train) [30][4800/5005] lr: 2.5048e-02 eta: 2 days, 19:28:05 time: 0.1792 data_time: 0.0022 loss: 2.0363 2023/03/24 16:05:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:05:26 - mmengine - INFO - Epoch(train) [30][4900/5005] lr: 2.5048e-02 eta: 2 days, 19:27:47 time: 0.1777 data_time: 0.0022 loss: 2.2726 2023/03/24 16:05:44 - mmengine - INFO - Epoch(train) [30][5000/5005] lr: 2.5048e-02 eta: 2 days, 19:27:29 time: 0.1895 data_time: 0.0028 loss: 1.9571 2023/03/24 16:05:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:05:45 - mmengine - INFO - Saving checkpoint at 30 epochs 2023/03/24 16:05:52 - mmengine - INFO - Epoch(val) [30][100/196] eta: 0:00:06 time: 0.0626 data_time: 0.0227 2023/03/24 16:06:22 - mmengine - INFO - Epoch(val) [30][196/196] accuracy/top1: 62.1960 accuracy/top5: 84.4160data_time: 0.0635 time: 0.1003 2023/03/24 16:06:41 - mmengine - INFO - Epoch(train) [31][ 100/5005] lr: 2.4547e-02 eta: 2 days, 19:27:21 time: 0.1775 data_time: 0.0021 loss: 1.5729 2023/03/24 16:06:59 - mmengine - INFO - Epoch(train) [31][ 200/5005] lr: 2.4547e-02 eta: 2 days, 19:27:02 time: 0.1807 data_time: 0.0021 loss: 2.1667 2023/03/24 16:07:17 - mmengine - INFO - Epoch(train) [31][ 300/5005] lr: 2.4547e-02 eta: 2 days, 19:26:43 time: 0.1784 data_time: 0.0021 loss: 1.7373 2023/03/24 16:07:35 - mmengine - INFO - Epoch(train) [31][ 400/5005] lr: 2.4547e-02 eta: 2 days, 19:26:26 time: 0.1785 data_time: 0.0022 loss: 1.9535 2023/03/24 16:07:53 - mmengine - INFO - Epoch(train) [31][ 500/5005] lr: 2.4547e-02 eta: 2 days, 19:26:06 time: 0.1765 data_time: 0.0022 loss: 1.9806 2023/03/24 16:08:11 - mmengine - INFO - Epoch(train) [31][ 600/5005] lr: 2.4547e-02 eta: 2 days, 19:25:50 time: 0.1785 data_time: 0.0022 loss: 1.7256 2023/03/24 16:08:29 - mmengine - INFO - Epoch(train) [31][ 700/5005] lr: 2.4547e-02 eta: 2 days, 19:25:31 time: 0.1758 data_time: 0.0022 loss: 1.9902 2023/03/24 16:08:47 - mmengine - INFO - Epoch(train) [31][ 800/5005] lr: 2.4547e-02 eta: 2 days, 19:25:16 time: 0.1789 data_time: 0.0022 loss: 1.8582 2023/03/24 16:08:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:09:05 - mmengine - INFO - Epoch(train) [31][ 900/5005] lr: 2.4547e-02 eta: 2 days, 19:25:01 time: 0.1881 data_time: 0.0022 loss: 1.7023 2023/03/24 16:09:24 - mmengine - INFO - Epoch(train) [31][1000/5005] lr: 2.4547e-02 eta: 2 days, 19:24:44 time: 0.1954 data_time: 0.0022 loss: 1.9780 2023/03/24 16:09:42 - mmengine - INFO - Epoch(train) [31][1100/5005] lr: 2.4547e-02 eta: 2 days, 19:24:25 time: 0.1792 data_time: 0.0022 loss: 1.8484 2023/03/24 16:10:00 - mmengine - INFO - Epoch(train) [31][1200/5005] lr: 2.4547e-02 eta: 2 days, 19:24:06 time: 0.1787 data_time: 0.0022 loss: 1.6689 2023/03/24 16:10:17 - mmengine - INFO - Epoch(train) [31][1300/5005] lr: 2.4547e-02 eta: 2 days, 19:23:47 time: 0.1804 data_time: 0.0022 loss: 1.9583 2023/03/24 16:10:36 - mmengine - INFO - Epoch(train) [31][1400/5005] lr: 2.4547e-02 eta: 2 days, 19:23:30 time: 0.2015 data_time: 0.0022 loss: 1.6968 2023/03/24 16:10:54 - mmengine - INFO - Epoch(train) [31][1500/5005] lr: 2.4547e-02 eta: 2 days, 19:23:13 time: 0.1777 data_time: 0.0021 loss: 1.9087 2023/03/24 16:11:12 - mmengine - INFO - Epoch(train) [31][1600/5005] lr: 2.4547e-02 eta: 2 days, 19:22:54 time: 0.1763 data_time: 0.0021 loss: 1.6640 2023/03/24 16:11:30 - mmengine - INFO - Epoch(train) [31][1700/5005] lr: 2.4547e-02 eta: 2 days, 19:22:37 time: 0.1785 data_time: 0.0021 loss: 2.1049 2023/03/24 16:11:48 - mmengine - INFO - Epoch(train) [31][1800/5005] lr: 2.4547e-02 eta: 2 days, 19:22:24 time: 0.1800 data_time: 0.0022 loss: 1.9858 2023/03/24 16:11:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:12:06 - mmengine - INFO - Epoch(train) [31][1900/5005] lr: 2.4547e-02 eta: 2 days, 19:22:05 time: 0.1777 data_time: 0.0021 loss: 1.9940 2023/03/24 16:12:24 - mmengine - INFO - Epoch(train) [31][2000/5005] lr: 2.4547e-02 eta: 2 days, 19:21:46 time: 0.1790 data_time: 0.0022 loss: 2.0316 2023/03/24 16:12:42 - mmengine - INFO - Epoch(train) [31][2100/5005] lr: 2.4547e-02 eta: 2 days, 19:21:27 time: 0.1786 data_time: 0.0022 loss: 2.0100 2023/03/24 16:13:00 - mmengine - INFO - Epoch(train) [31][2200/5005] lr: 2.4547e-02 eta: 2 days, 19:21:09 time: 0.1762 data_time: 0.0022 loss: 2.1236 2023/03/24 16:13:18 - mmengine - INFO - Epoch(train) [31][2300/5005] lr: 2.4547e-02 eta: 2 days, 19:20:53 time: 0.1983 data_time: 0.0022 loss: 1.8968 2023/03/24 16:13:37 - mmengine - INFO - Epoch(train) [31][2400/5005] lr: 2.4547e-02 eta: 2 days, 19:20:36 time: 0.1789 data_time: 0.0021 loss: 2.1384 2023/03/24 16:13:55 - mmengine - INFO - Epoch(train) [31][2500/5005] lr: 2.4547e-02 eta: 2 days, 19:20:18 time: 0.1774 data_time: 0.0022 loss: 1.9763 2023/03/24 16:14:13 - mmengine - INFO - Epoch(train) [31][2600/5005] lr: 2.4547e-02 eta: 2 days, 19:20:02 time: 0.1788 data_time: 0.0022 loss: 1.9401 2023/03/24 16:14:31 - mmengine - INFO - Epoch(train) [31][2700/5005] lr: 2.4547e-02 eta: 2 days, 19:19:45 time: 0.1775 data_time: 0.0022 loss: 2.0870 2023/03/24 16:14:49 - mmengine - INFO - Epoch(train) [31][2800/5005] lr: 2.4547e-02 eta: 2 days, 19:19:28 time: 0.1798 data_time: 0.0022 loss: 2.0180 2023/03/24 16:14:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:15:07 - mmengine - INFO - Epoch(train) [31][2900/5005] lr: 2.4547e-02 eta: 2 days, 19:19:10 time: 0.1779 data_time: 0.0022 loss: 1.8435 2023/03/24 16:15:25 - mmengine - INFO - Epoch(train) [31][3000/5005] lr: 2.4547e-02 eta: 2 days, 19:18:53 time: 0.1792 data_time: 0.0022 loss: 1.8319 2023/03/24 16:15:43 - mmengine - INFO - Epoch(train) [31][3100/5005] lr: 2.4547e-02 eta: 2 days, 19:18:35 time: 0.1963 data_time: 0.0022 loss: 1.9570 2023/03/24 16:16:02 - mmengine - INFO - Epoch(train) [31][3200/5005] lr: 2.4547e-02 eta: 2 days, 19:18:20 time: 0.1793 data_time: 0.0022 loss: 1.7717 2023/03/24 16:16:20 - mmengine - INFO - Epoch(train) [31][3300/5005] lr: 2.4547e-02 eta: 2 days, 19:18:02 time: 0.1781 data_time: 0.0022 loss: 1.9241 2023/03/24 16:16:38 - mmengine - INFO - Epoch(train) [31][3400/5005] lr: 2.4547e-02 eta: 2 days, 19:17:43 time: 0.1785 data_time: 0.0022 loss: 2.0630 2023/03/24 16:16:56 - mmengine - INFO - Epoch(train) [31][3500/5005] lr: 2.4547e-02 eta: 2 days, 19:17:28 time: 0.1796 data_time: 0.0022 loss: 2.0269 2023/03/24 16:17:14 - mmengine - INFO - Epoch(train) [31][3600/5005] lr: 2.4547e-02 eta: 2 days, 19:17:10 time: 0.1775 data_time: 0.0021 loss: 1.9189 2023/03/24 16:17:32 - mmengine - INFO - Epoch(train) [31][3700/5005] lr: 2.4547e-02 eta: 2 days, 19:16:53 time: 0.1774 data_time: 0.0022 loss: 1.9967 2023/03/24 16:17:50 - mmengine - INFO - Epoch(train) [31][3800/5005] lr: 2.4547e-02 eta: 2 days, 19:16:36 time: 0.1792 data_time: 0.0022 loss: 1.8284 2023/03/24 16:17:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:18:08 - mmengine - INFO - Epoch(train) [31][3900/5005] lr: 2.4547e-02 eta: 2 days, 19:16:17 time: 0.1781 data_time: 0.0021 loss: 2.0410 2023/03/24 16:18:26 - mmengine - INFO - Epoch(train) [31][4000/5005] lr: 2.4547e-02 eta: 2 days, 19:15:58 time: 0.1792 data_time: 0.0022 loss: 1.8771 2023/03/24 16:18:45 - mmengine - INFO - Epoch(train) [31][4100/5005] lr: 2.4547e-02 eta: 2 days, 19:15:43 time: 0.1795 data_time: 0.0022 loss: 1.8356 2023/03/24 16:19:02 - mmengine - INFO - Epoch(train) [31][4200/5005] lr: 2.4547e-02 eta: 2 days, 19:15:23 time: 0.1763 data_time: 0.0022 loss: 1.8806 2023/03/24 16:19:20 - mmengine - INFO - Epoch(train) [31][4300/5005] lr: 2.4547e-02 eta: 2 days, 19:15:05 time: 0.1766 data_time: 0.0022 loss: 1.8916 2023/03/24 16:19:39 - mmengine - INFO - Epoch(train) [31][4400/5005] lr: 2.4547e-02 eta: 2 days, 19:14:50 time: 0.1772 data_time: 0.0021 loss: 1.8724 2023/03/24 16:19:57 - mmengine - INFO - Epoch(train) [31][4500/5005] lr: 2.4547e-02 eta: 2 days, 19:14:34 time: 0.1778 data_time: 0.0022 loss: 1.8093 2023/03/24 16:20:15 - mmengine - INFO - Epoch(train) [31][4600/5005] lr: 2.4547e-02 eta: 2 days, 19:14:15 time: 0.1790 data_time: 0.0022 loss: 1.7862 2023/03/24 16:20:33 - mmengine - INFO - Epoch(train) [31][4700/5005] lr: 2.4547e-02 eta: 2 days, 19:13:56 time: 0.1799 data_time: 0.0022 loss: 1.9142 2023/03/24 16:20:51 - mmengine - INFO - Epoch(train) [31][4800/5005] lr: 2.4547e-02 eta: 2 days, 19:13:38 time: 0.1793 data_time: 0.0022 loss: 1.8438 2023/03/24 16:21:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:21:09 - mmengine - INFO - Epoch(train) [31][4900/5005] lr: 2.4547e-02 eta: 2 days, 19:13:21 time: 0.1947 data_time: 0.0022 loss: 2.1601 2023/03/24 16:21:27 - mmengine - INFO - Epoch(train) [31][5000/5005] lr: 2.4547e-02 eta: 2 days, 19:13:05 time: 0.1743 data_time: 0.0028 loss: 2.0231 2023/03/24 16:21:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:21:29 - mmengine - INFO - Saving checkpoint at 31 epochs 2023/03/24 16:21:36 - mmengine - INFO - Epoch(val) [31][100/196] eta: 0:00:06 time: 0.0583 data_time: 0.0192 2023/03/24 16:22:05 - mmengine - INFO - Epoch(val) [31][196/196] accuracy/top1: 61.9320 accuracy/top5: 84.2800data_time: 0.0640 time: 0.0998 2023/03/24 16:22:24 - mmengine - INFO - Epoch(train) [32][ 100/5005] lr: 2.4056e-02 eta: 2 days, 19:12:56 time: 0.1945 data_time: 0.0022 loss: 1.8414 2023/03/24 16:22:43 - mmengine - INFO - Epoch(train) [32][ 200/5005] lr: 2.4056e-02 eta: 2 days, 19:12:39 time: 0.1777 data_time: 0.0022 loss: 1.8378 2023/03/24 16:23:01 - mmengine - INFO - Epoch(train) [32][ 300/5005] lr: 2.4056e-02 eta: 2 days, 19:12:20 time: 0.1794 data_time: 0.0022 loss: 1.8694 2023/03/24 16:23:19 - mmengine - INFO - Epoch(train) [32][ 400/5005] lr: 2.4056e-02 eta: 2 days, 19:12:03 time: 0.1769 data_time: 0.0022 loss: 1.7890 2023/03/24 16:23:37 - mmengine - INFO - Epoch(train) [32][ 500/5005] lr: 2.4056e-02 eta: 2 days, 19:11:48 time: 0.1783 data_time: 0.0022 loss: 1.7865 2023/03/24 16:23:55 - mmengine - INFO - Epoch(train) [32][ 600/5005] lr: 2.4056e-02 eta: 2 days, 19:11:29 time: 0.1781 data_time: 0.0023 loss: 1.7214 2023/03/24 16:24:13 - mmengine - INFO - Epoch(train) [32][ 700/5005] lr: 2.4056e-02 eta: 2 days, 19:11:09 time: 0.1769 data_time: 0.0022 loss: 1.9654 2023/03/24 16:24:31 - mmengine - INFO - Epoch(train) [32][ 800/5005] lr: 2.4056e-02 eta: 2 days, 19:10:50 time: 0.1827 data_time: 0.0022 loss: 2.0855 2023/03/24 16:24:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:24:49 - mmengine - INFO - Epoch(train) [32][ 900/5005] lr: 2.4056e-02 eta: 2 days, 19:10:31 time: 0.1744 data_time: 0.0022 loss: 1.8558 2023/03/24 16:25:07 - mmengine - INFO - Epoch(train) [32][1000/5005] lr: 2.4056e-02 eta: 2 days, 19:10:15 time: 0.1745 data_time: 0.0022 loss: 1.9125 2023/03/24 16:25:25 - mmengine - INFO - Epoch(train) [32][1100/5005] lr: 2.4056e-02 eta: 2 days, 19:09:58 time: 0.1779 data_time: 0.0022 loss: 1.8375 2023/03/24 16:25:43 - mmengine - INFO - Epoch(train) [32][1200/5005] lr: 2.4056e-02 eta: 2 days, 19:09:38 time: 0.1774 data_time: 0.0022 loss: 1.8832 2023/03/24 16:26:01 - mmengine - INFO - Epoch(train) [32][1300/5005] lr: 2.4056e-02 eta: 2 days, 19:09:24 time: 0.1776 data_time: 0.0021 loss: 1.8853 2023/03/24 16:26:19 - mmengine - INFO - Epoch(train) [32][1400/5005] lr: 2.4056e-02 eta: 2 days, 19:09:05 time: 0.1786 data_time: 0.0022 loss: 1.9679 2023/03/24 16:26:37 - mmengine - INFO - Epoch(train) [32][1500/5005] lr: 2.4056e-02 eta: 2 days, 19:08:45 time: 0.1782 data_time: 0.0022 loss: 1.8868 2023/03/24 16:26:55 - mmengine - INFO - Epoch(train) [32][1600/5005] lr: 2.4056e-02 eta: 2 days, 19:08:28 time: 0.1774 data_time: 0.0022 loss: 1.9649 2023/03/24 16:27:13 - mmengine - INFO - Epoch(train) [32][1700/5005] lr: 2.4056e-02 eta: 2 days, 19:08:10 time: 0.1779 data_time: 0.0021 loss: 1.7980 2023/03/24 16:27:31 - mmengine - INFO - Epoch(train) [32][1800/5005] lr: 2.4056e-02 eta: 2 days, 19:07:50 time: 0.1765 data_time: 0.0022 loss: 2.1992 2023/03/24 16:27:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:27:49 - mmengine - INFO - Epoch(train) [32][1900/5005] lr: 2.4056e-02 eta: 2 days, 19:07:35 time: 0.1778 data_time: 0.0022 loss: 1.8217 2023/03/24 16:28:07 - mmengine - INFO - Epoch(train) [32][2000/5005] lr: 2.4056e-02 eta: 2 days, 19:07:16 time: 0.1799 data_time: 0.0022 loss: 1.9055 2023/03/24 16:28:25 - mmengine - INFO - Epoch(train) [32][2100/5005] lr: 2.4056e-02 eta: 2 days, 19:06:56 time: 0.1775 data_time: 0.0022 loss: 1.8698 2023/03/24 16:28:44 - mmengine - INFO - Epoch(train) [32][2200/5005] lr: 2.4056e-02 eta: 2 days, 19:06:44 time: 0.1946 data_time: 0.0022 loss: 1.8369 2023/03/24 16:29:02 - mmengine - INFO - Epoch(train) [32][2300/5005] lr: 2.4056e-02 eta: 2 days, 19:06:25 time: 0.1783 data_time: 0.0024 loss: 1.8672 2023/03/24 16:29:20 - mmengine - INFO - Epoch(train) [32][2400/5005] lr: 2.4056e-02 eta: 2 days, 19:06:07 time: 0.1779 data_time: 0.0022 loss: 1.9247 2023/03/24 16:29:38 - mmengine - INFO - Epoch(train) [32][2500/5005] lr: 2.4056e-02 eta: 2 days, 19:05:48 time: 0.1779 data_time: 0.0023 loss: 1.8541 2023/03/24 16:29:56 - mmengine - INFO - Epoch(train) [32][2600/5005] lr: 2.4056e-02 eta: 2 days, 19:05:29 time: 0.1778 data_time: 0.0022 loss: 1.9459 2023/03/24 16:30:14 - mmengine - INFO - Epoch(train) [32][2700/5005] lr: 2.4056e-02 eta: 2 days, 19:05:12 time: 0.1785 data_time: 0.0023 loss: 1.8921 2023/03/24 16:30:32 - mmengine - INFO - Epoch(train) [32][2800/5005] lr: 2.4056e-02 eta: 2 days, 19:04:55 time: 0.1794 data_time: 0.0022 loss: 2.1555 2023/03/24 16:30:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:30:50 - mmengine - INFO - Epoch(train) [32][2900/5005] lr: 2.4056e-02 eta: 2 days, 19:04:36 time: 0.1787 data_time: 0.0022 loss: 1.9623 2023/03/24 16:31:08 - mmengine - INFO - Epoch(train) [32][3000/5005] lr: 2.4056e-02 eta: 2 days, 19:04:18 time: 0.1811 data_time: 0.0022 loss: 2.0142 2023/03/24 16:31:27 - mmengine - INFO - Epoch(train) [32][3100/5005] lr: 2.4056e-02 eta: 2 days, 19:04:04 time: 0.1780 data_time: 0.0022 loss: 1.9940 2023/03/24 16:31:45 - mmengine - INFO - Epoch(train) [32][3200/5005] lr: 2.4056e-02 eta: 2 days, 19:03:47 time: 0.1788 data_time: 0.0023 loss: 1.9644 2023/03/24 16:32:03 - mmengine - INFO - Epoch(train) [32][3300/5005] lr: 2.4056e-02 eta: 2 days, 19:03:28 time: 0.1775 data_time: 0.0022 loss: 1.7513 2023/03/24 16:32:20 - mmengine - INFO - Epoch(train) [32][3400/5005] lr: 2.4056e-02 eta: 2 days, 19:03:08 time: 0.1766 data_time: 0.0022 loss: 1.8396 2023/03/24 16:32:38 - mmengine - INFO - Epoch(train) [32][3500/5005] lr: 2.4056e-02 eta: 2 days, 19:02:49 time: 0.1783 data_time: 0.0022 loss: 1.9285 2023/03/24 16:32:57 - mmengine - INFO - Epoch(train) [32][3600/5005] lr: 2.4056e-02 eta: 2 days, 19:02:33 time: 0.1795 data_time: 0.0022 loss: 1.9583 2023/03/24 16:33:15 - mmengine - INFO - Epoch(train) [32][3700/5005] lr: 2.4056e-02 eta: 2 days, 19:02:16 time: 0.1754 data_time: 0.0022 loss: 1.9447 2023/03/24 16:33:33 - mmengine - INFO - Epoch(train) [32][3800/5005] lr: 2.4056e-02 eta: 2 days, 19:01:57 time: 0.1779 data_time: 0.0022 loss: 1.7975 2023/03/24 16:33:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:33:51 - mmengine - INFO - Epoch(train) [32][3900/5005] lr: 2.4056e-02 eta: 2 days, 19:01:40 time: 0.1784 data_time: 0.0022 loss: 1.9810 2023/03/24 16:34:09 - mmengine - INFO - Epoch(train) [32][4000/5005] lr: 2.4056e-02 eta: 2 days, 19:01:23 time: 0.1768 data_time: 0.0022 loss: 1.8470 2023/03/24 16:34:27 - mmengine - INFO - Epoch(train) [32][4100/5005] lr: 2.4056e-02 eta: 2 days, 19:01:06 time: 0.1789 data_time: 0.0023 loss: 1.8137 2023/03/24 16:34:45 - mmengine - INFO - Epoch(train) [32][4200/5005] lr: 2.4056e-02 eta: 2 days, 19:00:46 time: 0.1801 data_time: 0.0022 loss: 2.1818 2023/03/24 16:35:03 - mmengine - INFO - Epoch(train) [32][4300/5005] lr: 2.4056e-02 eta: 2 days, 19:00:28 time: 0.1785 data_time: 0.0022 loss: 1.9292 2023/03/24 16:35:21 - mmengine - INFO - Epoch(train) [32][4400/5005] lr: 2.4056e-02 eta: 2 days, 19:00:10 time: 0.1787 data_time: 0.0022 loss: 1.9756 2023/03/24 16:35:39 - mmengine - INFO - Epoch(train) [32][4500/5005] lr: 2.4056e-02 eta: 2 days, 18:59:54 time: 0.1782 data_time: 0.0022 loss: 2.0955 2023/03/24 16:35:57 - mmengine - INFO - Epoch(train) [32][4600/5005] lr: 2.4056e-02 eta: 2 days, 18:59:35 time: 0.1786 data_time: 0.0022 loss: 2.0435 2023/03/24 16:36:15 - mmengine - INFO - Epoch(train) [32][4700/5005] lr: 2.4056e-02 eta: 2 days, 18:59:16 time: 0.1780 data_time: 0.0022 loss: 2.0277 2023/03/24 16:36:33 - mmengine - INFO - Epoch(train) [32][4800/5005] lr: 2.4056e-02 eta: 2 days, 18:59:00 time: 0.1806 data_time: 0.0022 loss: 1.7904 2023/03/24 16:36:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:36:52 - mmengine - INFO - Epoch(train) [32][4900/5005] lr: 2.4056e-02 eta: 2 days, 18:58:42 time: 0.1798 data_time: 0.0022 loss: 2.0838 2023/03/24 16:37:10 - mmengine - INFO - Epoch(train) [32][5000/5005] lr: 2.4056e-02 eta: 2 days, 18:58:26 time: 0.1765 data_time: 0.0028 loss: 1.9189 2023/03/24 16:37:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:37:11 - mmengine - INFO - Saving checkpoint at 32 epochs 2023/03/24 16:37:19 - mmengine - INFO - Epoch(val) [32][100/196] eta: 0:00:06 time: 0.0589 data_time: 0.0202 2023/03/24 16:37:48 - mmengine - INFO - Epoch(val) [32][196/196] accuracy/top1: 62.6560 accuracy/top5: 84.5640data_time: 0.0616 time: 0.1014 2023/03/24 16:38:07 - mmengine - INFO - Epoch(train) [33][ 100/5005] lr: 2.3575e-02 eta: 2 days, 18:58:15 time: 0.1767 data_time: 0.0022 loss: 2.0500 2023/03/24 16:38:25 - mmengine - INFO - Epoch(train) [33][ 200/5005] lr: 2.3575e-02 eta: 2 days, 18:57:56 time: 0.1767 data_time: 0.0022 loss: 1.9880 2023/03/24 16:38:43 - mmengine - INFO - Epoch(train) [33][ 300/5005] lr: 2.3575e-02 eta: 2 days, 18:57:41 time: 0.1762 data_time: 0.0022 loss: 1.9854 2023/03/24 16:39:01 - mmengine - INFO - Epoch(train) [33][ 400/5005] lr: 2.3575e-02 eta: 2 days, 18:57:22 time: 0.1902 data_time: 0.0022 loss: 1.8507 2023/03/24 16:39:19 - mmengine - INFO - Epoch(train) [33][ 500/5005] lr: 2.3575e-02 eta: 2 days, 18:57:02 time: 0.1777 data_time: 0.0022 loss: 1.9496 2023/03/24 16:39:36 - mmengine - INFO - Epoch(train) [33][ 600/5005] lr: 2.3575e-02 eta: 2 days, 18:56:42 time: 0.1771 data_time: 0.0022 loss: 1.9292 2023/03/24 16:39:54 - mmengine - INFO - Epoch(train) [33][ 700/5005] lr: 2.3575e-02 eta: 2 days, 18:56:22 time: 0.1764 data_time: 0.0022 loss: 1.7669 2023/03/24 16:40:12 - mmengine - INFO - Epoch(train) [33][ 800/5005] lr: 2.3575e-02 eta: 2 days, 18:56:06 time: 0.1770 data_time: 0.0022 loss: 1.9962 2023/03/24 16:40:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:40:30 - mmengine - INFO - Epoch(train) [33][ 900/5005] lr: 2.3575e-02 eta: 2 days, 18:55:48 time: 0.1774 data_time: 0.0022 loss: 1.7832 2023/03/24 16:40:48 - mmengine - INFO - Epoch(train) [33][1000/5005] lr: 2.3575e-02 eta: 2 days, 18:55:28 time: 0.1793 data_time: 0.0022 loss: 1.9397 2023/03/24 16:41:07 - mmengine - INFO - Epoch(train) [33][1100/5005] lr: 2.3575e-02 eta: 2 days, 18:55:13 time: 0.1942 data_time: 0.0022 loss: 1.7310 2023/03/24 16:41:25 - mmengine - INFO - Epoch(train) [33][1200/5005] lr: 2.3575e-02 eta: 2 days, 18:54:56 time: 0.1786 data_time: 0.0022 loss: 1.8754 2023/03/24 16:41:43 - mmengine - INFO - Epoch(train) [33][1300/5005] lr: 2.3575e-02 eta: 2 days, 18:54:38 time: 0.1782 data_time: 0.0023 loss: 1.9146 2023/03/24 16:42:01 - mmengine - INFO - Epoch(train) [33][1400/5005] lr: 2.3575e-02 eta: 2 days, 18:54:18 time: 0.1791 data_time: 0.0022 loss: 1.9051 2023/03/24 16:42:19 - mmengine - INFO - Epoch(train) [33][1500/5005] lr: 2.3575e-02 eta: 2 days, 18:54:00 time: 0.1796 data_time: 0.0022 loss: 1.8934 2023/03/24 16:42:37 - mmengine - INFO - Epoch(train) [33][1600/5005] lr: 2.3575e-02 eta: 2 days, 18:53:41 time: 0.1778 data_time: 0.0022 loss: 1.8570 2023/03/24 16:42:55 - mmengine - INFO - Epoch(train) [33][1700/5005] lr: 2.3575e-02 eta: 2 days, 18:53:24 time: 0.1777 data_time: 0.0022 loss: 1.8244 2023/03/24 16:43:13 - mmengine - INFO - Epoch(train) [33][1800/5005] lr: 2.3575e-02 eta: 2 days, 18:53:04 time: 0.1778 data_time: 0.0022 loss: 2.2501 2023/03/24 16:43:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:43:31 - mmengine - INFO - Epoch(train) [33][1900/5005] lr: 2.3575e-02 eta: 2 days, 18:52:45 time: 0.1774 data_time: 0.0022 loss: 2.2197 2023/03/24 16:43:49 - mmengine - INFO - Epoch(train) [33][2000/5005] lr: 2.3575e-02 eta: 2 days, 18:52:29 time: 0.1778 data_time: 0.0023 loss: 1.9998 2023/03/24 16:44:07 - mmengine - INFO - Epoch(train) [33][2100/5005] lr: 2.3575e-02 eta: 2 days, 18:52:12 time: 0.1923 data_time: 0.0022 loss: 1.9499 2023/03/24 16:44:25 - mmengine - INFO - Epoch(train) [33][2200/5005] lr: 2.3575e-02 eta: 2 days, 18:51:54 time: 0.1764 data_time: 0.0022 loss: 1.9094 2023/03/24 16:44:43 - mmengine - INFO - Epoch(train) [33][2300/5005] lr: 2.3575e-02 eta: 2 days, 18:51:36 time: 0.1776 data_time: 0.0023 loss: 1.9978 2023/03/24 16:45:01 - mmengine - INFO - Epoch(train) [33][2400/5005] lr: 2.3575e-02 eta: 2 days, 18:51:16 time: 0.1767 data_time: 0.0022 loss: 1.8733 2023/03/24 16:45:19 - mmengine - INFO - Epoch(train) [33][2500/5005] lr: 2.3575e-02 eta: 2 days, 18:50:57 time: 0.1801 data_time: 0.0022 loss: 1.9099 2023/03/24 16:45:37 - mmengine - INFO - Epoch(train) [33][2600/5005] lr: 2.3575e-02 eta: 2 days, 18:50:40 time: 0.1770 data_time: 0.0022 loss: 1.5779 2023/03/24 16:45:55 - mmengine - INFO - Epoch(train) [33][2700/5005] lr: 2.3575e-02 eta: 2 days, 18:50:22 time: 0.1923 data_time: 0.0023 loss: 1.7209 2023/03/24 16:46:13 - mmengine - INFO - Epoch(train) [33][2800/5005] lr: 2.3575e-02 eta: 2 days, 18:50:04 time: 0.1952 data_time: 0.0022 loss: 1.8307 2023/03/24 16:46:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:46:32 - mmengine - INFO - Epoch(train) [33][2900/5005] lr: 2.3575e-02 eta: 2 days, 18:49:49 time: 0.1793 data_time: 0.0022 loss: 1.7831 2023/03/24 16:46:50 - mmengine - INFO - Epoch(train) [33][3000/5005] lr: 2.3575e-02 eta: 2 days, 18:49:34 time: 0.1773 data_time: 0.0024 loss: 1.9445 2023/03/24 16:47:08 - mmengine - INFO - Epoch(train) [33][3100/5005] lr: 2.3575e-02 eta: 2 days, 18:49:15 time: 0.1774 data_time: 0.0022 loss: 1.9584 2023/03/24 16:47:26 - mmengine - INFO - Epoch(train) [33][3200/5005] lr: 2.3575e-02 eta: 2 days, 18:48:56 time: 0.1809 data_time: 0.0022 loss: 1.8388 2023/03/24 16:47:44 - mmengine - INFO - Epoch(train) [33][3300/5005] lr: 2.3575e-02 eta: 2 days, 18:48:37 time: 0.1786 data_time: 0.0022 loss: 1.9419 2023/03/24 16:48:02 - mmengine - INFO - Epoch(train) [33][3400/5005] lr: 2.3575e-02 eta: 2 days, 18:48:18 time: 0.1767 data_time: 0.0022 loss: 1.9878 2023/03/24 16:48:20 - mmengine - INFO - Epoch(train) [33][3500/5005] lr: 2.3575e-02 eta: 2 days, 18:48:02 time: 0.1954 data_time: 0.0022 loss: 2.0067 2023/03/24 16:48:38 - mmengine - INFO - Epoch(train) [33][3600/5005] lr: 2.3575e-02 eta: 2 days, 18:47:44 time: 0.1772 data_time: 0.0022 loss: 1.7639 2023/03/24 16:48:56 - mmengine - INFO - Epoch(train) [33][3700/5005] lr: 2.3575e-02 eta: 2 days, 18:47:25 time: 0.1733 data_time: 0.0023 loss: 1.7860 2023/03/24 16:49:14 - mmengine - INFO - Epoch(train) [33][3800/5005] lr: 2.3575e-02 eta: 2 days, 18:47:12 time: 0.1752 data_time: 0.0022 loss: 1.9875 2023/03/24 16:49:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:49:32 - mmengine - INFO - Epoch(train) [33][3900/5005] lr: 2.3575e-02 eta: 2 days, 18:46:53 time: 0.1759 data_time: 0.0022 loss: 1.8203 2023/03/24 16:49:50 - mmengine - INFO - Epoch(train) [33][4000/5005] lr: 2.3575e-02 eta: 2 days, 18:46:33 time: 0.1783 data_time: 0.0022 loss: 1.9093 2023/03/24 16:50:08 - mmengine - INFO - Epoch(train) [33][4100/5005] lr: 2.3575e-02 eta: 2 days, 18:46:13 time: 0.1771 data_time: 0.0023 loss: 1.9131 2023/03/24 16:50:26 - mmengine - INFO - Epoch(train) [33][4200/5005] lr: 2.3575e-02 eta: 2 days, 18:45:55 time: 0.1774 data_time: 0.0022 loss: 2.1678 2023/03/24 16:50:44 - mmengine - INFO - Epoch(train) [33][4300/5005] lr: 2.3575e-02 eta: 2 days, 18:45:36 time: 0.1792 data_time: 0.0023 loss: 1.9162 2023/03/24 16:51:02 - mmengine - INFO - Epoch(train) [33][4400/5005] lr: 2.3575e-02 eta: 2 days, 18:45:22 time: 0.1770 data_time: 0.0023 loss: 1.9170 2023/03/24 16:51:21 - mmengine - INFO - Epoch(train) [33][4500/5005] lr: 2.3575e-02 eta: 2 days, 18:45:04 time: 0.2004 data_time: 0.0022 loss: 1.9795 2023/03/24 16:51:39 - mmengine - INFO - Epoch(train) [33][4600/5005] lr: 2.3575e-02 eta: 2 days, 18:44:46 time: 0.1781 data_time: 0.0023 loss: 2.0014 2023/03/24 16:51:57 - mmengine - INFO - Epoch(train) [33][4700/5005] lr: 2.3575e-02 eta: 2 days, 18:44:29 time: 0.1781 data_time: 0.0022 loss: 2.0073 2023/03/24 16:52:15 - mmengine - INFO - Epoch(train) [33][4800/5005] lr: 2.3575e-02 eta: 2 days, 18:44:11 time: 0.1784 data_time: 0.0022 loss: 1.8212 2023/03/24 16:52:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:52:33 - mmengine - INFO - Epoch(train) [33][4900/5005] lr: 2.3575e-02 eta: 2 days, 18:43:53 time: 0.1778 data_time: 0.0022 loss: 1.8605 2023/03/24 16:52:51 - mmengine - INFO - Epoch(train) [33][5000/5005] lr: 2.3575e-02 eta: 2 days, 18:43:34 time: 0.1771 data_time: 0.0029 loss: 1.9365 2023/03/24 16:52:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:52:52 - mmengine - INFO - Saving checkpoint at 33 epochs 2023/03/24 16:52:59 - mmengine - INFO - Epoch(val) [33][100/196] eta: 0:00:06 time: 0.0590 data_time: 0.0207 2023/03/24 16:53:29 - mmengine - INFO - Epoch(val) [33][196/196] accuracy/top1: 62.3440 accuracy/top5: 84.5320data_time: 0.0626 time: 0.1008 2023/03/24 16:53:48 - mmengine - INFO - Epoch(train) [34][ 100/5005] lr: 2.3103e-02 eta: 2 days, 18:43:24 time: 0.1779 data_time: 0.0023 loss: 1.8786 2023/03/24 16:54:06 - mmengine - INFO - Epoch(train) [34][ 200/5005] lr: 2.3103e-02 eta: 2 days, 18:43:04 time: 0.1769 data_time: 0.0022 loss: 1.9745 2023/03/24 16:54:24 - mmengine - INFO - Epoch(train) [34][ 300/5005] lr: 2.3103e-02 eta: 2 days, 18:42:47 time: 0.1773 data_time: 0.0022 loss: 1.7788 2023/03/24 16:54:43 - mmengine - INFO - Epoch(train) [34][ 400/5005] lr: 2.3103e-02 eta: 2 days, 18:42:32 time: 0.1975 data_time: 0.0022 loss: 1.9438 2023/03/24 16:55:01 - mmengine - INFO - Epoch(train) [34][ 500/5005] lr: 2.3103e-02 eta: 2 days, 18:42:11 time: 0.1766 data_time: 0.0023 loss: 1.8571 2023/03/24 16:55:18 - mmengine - INFO - Epoch(train) [34][ 600/5005] lr: 2.3103e-02 eta: 2 days, 18:41:51 time: 0.1784 data_time: 0.0023 loss: 1.9519 2023/03/24 16:55:36 - mmengine - INFO - Epoch(train) [34][ 700/5005] lr: 2.3103e-02 eta: 2 days, 18:41:32 time: 0.1779 data_time: 0.0022 loss: 1.9307 2023/03/24 16:55:55 - mmengine - INFO - Epoch(train) [34][ 800/5005] lr: 2.3103e-02 eta: 2 days, 18:41:17 time: 0.2072 data_time: 0.0023 loss: 1.9567 2023/03/24 16:56:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:56:12 - mmengine - INFO - Epoch(train) [34][ 900/5005] lr: 2.3103e-02 eta: 2 days, 18:40:58 time: 0.1788 data_time: 0.0022 loss: 1.7960 2023/03/24 16:56:30 - mmengine - INFO - Epoch(train) [34][1000/5005] lr: 2.3103e-02 eta: 2 days, 18:40:39 time: 0.1774 data_time: 0.0022 loss: 1.7617 2023/03/24 16:56:48 - mmengine - INFO - Epoch(train) [34][1100/5005] lr: 2.3103e-02 eta: 2 days, 18:40:20 time: 0.1930 data_time: 0.0023 loss: 1.9772 2023/03/24 16:57:06 - mmengine - INFO - Epoch(train) [34][1200/5005] lr: 2.3103e-02 eta: 2 days, 18:40:02 time: 0.1768 data_time: 0.0022 loss: 1.8872 2023/03/24 16:57:25 - mmengine - INFO - Epoch(train) [34][1300/5005] lr: 2.3103e-02 eta: 2 days, 18:39:46 time: 0.1793 data_time: 0.0022 loss: 1.9233 2023/03/24 16:57:43 - mmengine - INFO - Epoch(train) [34][1400/5005] lr: 2.3103e-02 eta: 2 days, 18:39:28 time: 0.1780 data_time: 0.0022 loss: 2.0189 2023/03/24 16:58:01 - mmengine - INFO - Epoch(train) [34][1500/5005] lr: 2.3103e-02 eta: 2 days, 18:39:10 time: 0.1771 data_time: 0.0023 loss: 2.0330 2023/03/24 16:58:19 - mmengine - INFO - Epoch(train) [34][1600/5005] lr: 2.3103e-02 eta: 2 days, 18:38:51 time: 0.1775 data_time: 0.0022 loss: 1.8940 2023/03/24 16:58:37 - mmengine - INFO - Epoch(train) [34][1700/5005] lr: 2.3103e-02 eta: 2 days, 18:38:32 time: 0.1839 data_time: 0.0023 loss: 1.8695 2023/03/24 16:58:55 - mmengine - INFO - Epoch(train) [34][1800/5005] lr: 2.3103e-02 eta: 2 days, 18:38:15 time: 0.1768 data_time: 0.0022 loss: 1.8823 2023/03/24 16:59:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 16:59:13 - mmengine - INFO - Epoch(train) [34][1900/5005] lr: 2.3103e-02 eta: 2 days, 18:37:56 time: 0.1774 data_time: 0.0023 loss: 2.0897 2023/03/24 16:59:31 - mmengine - INFO - Epoch(train) [34][2000/5005] lr: 2.3103e-02 eta: 2 days, 18:37:37 time: 0.1779 data_time: 0.0022 loss: 1.6633 2023/03/24 16:59:49 - mmengine - INFO - Epoch(train) [34][2100/5005] lr: 2.3103e-02 eta: 2 days, 18:37:20 time: 0.1777 data_time: 0.0023 loss: 1.7346 2023/03/24 17:00:07 - mmengine - INFO - Epoch(train) [34][2200/5005] lr: 2.3103e-02 eta: 2 days, 18:37:06 time: 0.1775 data_time: 0.0023 loss: 1.9635 2023/03/24 17:00:25 - mmengine - INFO - Epoch(train) [34][2300/5005] lr: 2.3103e-02 eta: 2 days, 18:36:46 time: 0.1768 data_time: 0.0023 loss: 1.8118 2023/03/24 17:00:43 - mmengine - INFO - Epoch(train) [34][2400/5005] lr: 2.3103e-02 eta: 2 days, 18:36:27 time: 0.1788 data_time: 0.0022 loss: 1.7383 2023/03/24 17:01:01 - mmengine - INFO - Epoch(train) [34][2500/5005] lr: 2.3103e-02 eta: 2 days, 18:36:08 time: 0.1773 data_time: 0.0022 loss: 1.7633 2023/03/24 17:01:19 - mmengine - INFO - Epoch(train) [34][2600/5005] lr: 2.3103e-02 eta: 2 days, 18:35:48 time: 0.1796 data_time: 0.0022 loss: 1.9798 2023/03/24 17:01:37 - mmengine - INFO - Epoch(train) [34][2700/5005] lr: 2.3103e-02 eta: 2 days, 18:35:33 time: 0.1812 data_time: 0.0023 loss: 1.8802 2023/03/24 17:01:55 - mmengine - INFO - Epoch(train) [34][2800/5005] lr: 2.3103e-02 eta: 2 days, 18:35:13 time: 0.1773 data_time: 0.0023 loss: 2.0777 2023/03/24 17:02:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:02:13 - mmengine - INFO - Epoch(train) [34][2900/5005] lr: 2.3103e-02 eta: 2 days, 18:34:56 time: 0.1781 data_time: 0.0023 loss: 1.7264 2023/03/24 17:02:31 - mmengine - INFO - Epoch(train) [34][3000/5005] lr: 2.3103e-02 eta: 2 days, 18:34:39 time: 0.1767 data_time: 0.0022 loss: 1.7165 2023/03/24 17:02:50 - mmengine - INFO - Epoch(train) [34][3100/5005] lr: 2.3103e-02 eta: 2 days, 18:34:23 time: 0.1778 data_time: 0.0022 loss: 2.1974 2023/03/24 17:03:08 - mmengine - INFO - Epoch(train) [34][3200/5005] lr: 2.3103e-02 eta: 2 days, 18:34:04 time: 0.1785 data_time: 0.0022 loss: 2.1548 2023/03/24 17:03:25 - mmengine - INFO - Epoch(train) [34][3300/5005] lr: 2.3103e-02 eta: 2 days, 18:33:45 time: 0.1790 data_time: 0.0022 loss: 2.0112 2023/03/24 17:03:43 - mmengine - INFO - Epoch(train) [34][3400/5005] lr: 2.3103e-02 eta: 2 days, 18:33:26 time: 0.1812 data_time: 0.0023 loss: 1.5882 2023/03/24 17:04:01 - mmengine - INFO - Epoch(train) [34][3500/5005] lr: 2.3103e-02 eta: 2 days, 18:33:07 time: 0.1811 data_time: 0.0022 loss: 1.9444 2023/03/24 17:04:20 - mmengine - INFO - Epoch(train) [34][3600/5005] lr: 2.3103e-02 eta: 2 days, 18:32:53 time: 0.1786 data_time: 0.0023 loss: 1.7575 2023/03/24 17:04:38 - mmengine - INFO - Epoch(train) [34][3700/5005] lr: 2.3103e-02 eta: 2 days, 18:32:34 time: 0.1781 data_time: 0.0022 loss: 2.0366 2023/03/24 17:04:56 - mmengine - INFO - Epoch(train) [34][3800/5005] lr: 2.3103e-02 eta: 2 days, 18:32:16 time: 0.1788 data_time: 0.0023 loss: 1.8479 2023/03/24 17:05:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:05:14 - mmengine - INFO - Epoch(train) [34][3900/5005] lr: 2.3103e-02 eta: 2 days, 18:31:59 time: 0.1770 data_time: 0.0022 loss: 2.1405 2023/03/24 17:05:32 - mmengine - INFO - Epoch(train) [34][4000/5005] lr: 2.3103e-02 eta: 2 days, 18:31:42 time: 0.1783 data_time: 0.0023 loss: 1.9754 2023/03/24 17:05:50 - mmengine - INFO - Epoch(train) [34][4100/5005] lr: 2.3103e-02 eta: 2 days, 18:31:22 time: 0.1793 data_time: 0.0023 loss: 1.7242 2023/03/24 17:06:08 - mmengine - INFO - Epoch(train) [34][4200/5005] lr: 2.3103e-02 eta: 2 days, 18:31:03 time: 0.1795 data_time: 0.0023 loss: 1.6409 2023/03/24 17:06:26 - mmengine - INFO - Epoch(train) [34][4300/5005] lr: 2.3103e-02 eta: 2 days, 18:30:46 time: 0.1785 data_time: 0.0022 loss: 1.6889 2023/03/24 17:06:44 - mmengine - INFO - Epoch(train) [34][4400/5005] lr: 2.3103e-02 eta: 2 days, 18:30:28 time: 0.1782 data_time: 0.0023 loss: 1.8140 2023/03/24 17:07:02 - mmengine - INFO - Epoch(train) [34][4500/5005] lr: 2.3103e-02 eta: 2 days, 18:30:12 time: 0.1804 data_time: 0.0022 loss: 2.0043 2023/03/24 17:07:20 - mmengine - INFO - Epoch(train) [34][4600/5005] lr: 2.3103e-02 eta: 2 days, 18:29:53 time: 0.1768 data_time: 0.0022 loss: 1.6717 2023/03/24 17:07:38 - mmengine - INFO - Epoch(train) [34][4700/5005] lr: 2.3103e-02 eta: 2 days, 18:29:35 time: 0.1774 data_time: 0.0022 loss: 1.9766 2023/03/24 17:07:57 - mmengine - INFO - Epoch(train) [34][4800/5005] lr: 2.3103e-02 eta: 2 days, 18:29:20 time: 0.1983 data_time: 0.0022 loss: 2.0797 2023/03/24 17:08:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:08:15 - mmengine - INFO - Epoch(train) [34][4900/5005] lr: 2.3103e-02 eta: 2 days, 18:29:01 time: 0.1783 data_time: 0.0022 loss: 1.9702 2023/03/24 17:08:33 - mmengine - INFO - Epoch(train) [34][5000/5005] lr: 2.3103e-02 eta: 2 days, 18:28:44 time: 0.1757 data_time: 0.0028 loss: 2.0883 2023/03/24 17:08:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:08:34 - mmengine - INFO - Saving checkpoint at 34 epochs 2023/03/24 17:08:42 - mmengine - INFO - Epoch(val) [34][100/196] eta: 0:00:06 time: 0.0592 data_time: 0.0203 2023/03/24 17:09:11 - mmengine - INFO - Epoch(val) [34][196/196] accuracy/top1: 62.4180 accuracy/top5: 84.4280data_time: 0.0646 time: 0.0991 2023/03/24 17:09:30 - mmengine - INFO - Epoch(train) [35][ 100/5005] lr: 2.2641e-02 eta: 2 days, 18:28:32 time: 0.1783 data_time: 0.0023 loss: 1.8412 2023/03/24 17:09:48 - mmengine - INFO - Epoch(train) [35][ 200/5005] lr: 2.2641e-02 eta: 2 days, 18:28:13 time: 0.1778 data_time: 0.0023 loss: 1.8863 2023/03/24 17:10:06 - mmengine - INFO - Epoch(train) [35][ 300/5005] lr: 2.2641e-02 eta: 2 days, 18:27:55 time: 0.1773 data_time: 0.0022 loss: 1.9716 2023/03/24 17:10:24 - mmengine - INFO - Epoch(train) [35][ 400/5005] lr: 2.2641e-02 eta: 2 days, 18:27:39 time: 0.1794 data_time: 0.0023 loss: 1.7847 2023/03/24 17:10:42 - mmengine - INFO - Epoch(train) [35][ 500/5005] lr: 2.2641e-02 eta: 2 days, 18:27:19 time: 0.1789 data_time: 0.0023 loss: 1.8650 2023/03/24 17:11:00 - mmengine - INFO - Epoch(train) [35][ 600/5005] lr: 2.2641e-02 eta: 2 days, 18:27:02 time: 0.1786 data_time: 0.0022 loss: 1.6897 2023/03/24 17:11:18 - mmengine - INFO - Epoch(train) [35][ 700/5005] lr: 2.2641e-02 eta: 2 days, 18:26:45 time: 0.2050 data_time: 0.0022 loss: 1.8178 2023/03/24 17:11:37 - mmengine - INFO - Epoch(train) [35][ 800/5005] lr: 2.2641e-02 eta: 2 days, 18:26:28 time: 0.1801 data_time: 0.0022 loss: 1.7243 2023/03/24 17:11:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:11:55 - mmengine - INFO - Epoch(train) [35][ 900/5005] lr: 2.2641e-02 eta: 2 days, 18:26:10 time: 0.1781 data_time: 0.0023 loss: 1.8956 2023/03/24 17:12:13 - mmengine - INFO - Epoch(train) [35][1000/5005] lr: 2.2641e-02 eta: 2 days, 18:25:53 time: 0.1798 data_time: 0.0023 loss: 1.9763 2023/03/24 17:12:31 - mmengine - INFO - Epoch(train) [35][1100/5005] lr: 2.2641e-02 eta: 2 days, 18:25:34 time: 0.1771 data_time: 0.0022 loss: 1.9521 2023/03/24 17:12:49 - mmengine - INFO - Epoch(train) [35][1200/5005] lr: 2.2641e-02 eta: 2 days, 18:25:16 time: 0.1775 data_time: 0.0022 loss: 1.8901 2023/03/24 17:13:07 - mmengine - INFO - Epoch(train) [35][1300/5005] lr: 2.2641e-02 eta: 2 days, 18:24:57 time: 0.1790 data_time: 0.0022 loss: 1.9522 2023/03/24 17:13:25 - mmengine - INFO - Epoch(train) [35][1400/5005] lr: 2.2641e-02 eta: 2 days, 18:24:41 time: 0.1807 data_time: 0.0023 loss: 1.7328 2023/03/24 17:13:43 - mmengine - INFO - Epoch(train) [35][1500/5005] lr: 2.2641e-02 eta: 2 days, 18:24:22 time: 0.1804 data_time: 0.0023 loss: 2.0507 2023/03/24 17:14:01 - mmengine - INFO - Epoch(train) [35][1600/5005] lr: 2.2641e-02 eta: 2 days, 18:24:07 time: 0.1779 data_time: 0.0022 loss: 1.7313 2023/03/24 17:14:20 - mmengine - INFO - Epoch(train) [35][1700/5005] lr: 2.2641e-02 eta: 2 days, 18:23:51 time: 0.1758 data_time: 0.0022 loss: 2.0287 2023/03/24 17:14:38 - mmengine - INFO - Epoch(train) [35][1800/5005] lr: 2.2641e-02 eta: 2 days, 18:23:32 time: 0.1773 data_time: 0.0022 loss: 1.9802 2023/03/24 17:14:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:14:56 - mmengine - INFO - Epoch(train) [35][1900/5005] lr: 2.2641e-02 eta: 2 days, 18:23:13 time: 0.1792 data_time: 0.0023 loss: 1.7525 2023/03/24 17:15:14 - mmengine - INFO - Epoch(train) [35][2000/5005] lr: 2.2641e-02 eta: 2 days, 18:22:55 time: 0.1796 data_time: 0.0022 loss: 1.9121 2023/03/24 17:15:32 - mmengine - INFO - Epoch(train) [35][2100/5005] lr: 2.2641e-02 eta: 2 days, 18:22:36 time: 0.1781 data_time: 0.0022 loss: 1.7280 2023/03/24 17:15:50 - mmengine - INFO - Epoch(train) [35][2200/5005] lr: 2.2641e-02 eta: 2 days, 18:22:20 time: 0.1802 data_time: 0.0022 loss: 1.7757 2023/03/24 17:16:08 - mmengine - INFO - Epoch(train) [35][2300/5005] lr: 2.2641e-02 eta: 2 days, 18:22:02 time: 0.1790 data_time: 0.0022 loss: 1.9372 2023/03/24 17:16:26 - mmengine - INFO - Epoch(train) [35][2400/5005] lr: 2.2641e-02 eta: 2 days, 18:21:44 time: 0.1775 data_time: 0.0022 loss: 1.6944 2023/03/24 17:16:44 - mmengine - INFO - Epoch(train) [35][2500/5005] lr: 2.2641e-02 eta: 2 days, 18:21:29 time: 0.1780 data_time: 0.0023 loss: 1.9594 2023/03/24 17:17:02 - mmengine - INFO - Epoch(train) [35][2600/5005] lr: 2.2641e-02 eta: 2 days, 18:21:11 time: 0.1793 data_time: 0.0023 loss: 1.9871 2023/03/24 17:17:20 - mmengine - INFO - Epoch(train) [35][2700/5005] lr: 2.2641e-02 eta: 2 days, 18:20:52 time: 0.1795 data_time: 0.0022 loss: 1.8409 2023/03/24 17:17:38 - mmengine - INFO - Epoch(train) [35][2800/5005] lr: 2.2641e-02 eta: 2 days, 18:20:34 time: 0.1789 data_time: 0.0022 loss: 1.9149 2023/03/24 17:17:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:17:56 - mmengine - INFO - Epoch(train) [35][2900/5005] lr: 2.2641e-02 eta: 2 days, 18:20:15 time: 0.1797 data_time: 0.0022 loss: 1.8695 2023/03/24 17:18:14 - mmengine - INFO - Epoch(train) [35][3000/5005] lr: 2.2641e-02 eta: 2 days, 18:19:58 time: 0.1785 data_time: 0.0023 loss: 1.8789 2023/03/24 17:18:33 - mmengine - INFO - Epoch(train) [35][3100/5005] lr: 2.2641e-02 eta: 2 days, 18:19:41 time: 0.1795 data_time: 0.0023 loss: 1.8173 2023/03/24 17:18:51 - mmengine - INFO - Epoch(train) [35][3200/5005] lr: 2.2641e-02 eta: 2 days, 18:19:23 time: 0.1772 data_time: 0.0023 loss: 1.6867 2023/03/24 17:19:09 - mmengine - INFO - Epoch(train) [35][3300/5005] lr: 2.2641e-02 eta: 2 days, 18:19:04 time: 0.1791 data_time: 0.0022 loss: 1.9571 2023/03/24 17:19:27 - mmengine - INFO - Epoch(train) [35][3400/5005] lr: 2.2641e-02 eta: 2 days, 18:18:51 time: 0.2037 data_time: 0.0022 loss: 1.6681 2023/03/24 17:19:45 - mmengine - INFO - Epoch(train) [35][3500/5005] lr: 2.2641e-02 eta: 2 days, 18:18:32 time: 0.1768 data_time: 0.0023 loss: 1.8979 2023/03/24 17:20:03 - mmengine - INFO - Epoch(train) [35][3600/5005] lr: 2.2641e-02 eta: 2 days, 18:18:14 time: 0.1784 data_time: 0.0023 loss: 1.5549 2023/03/24 17:20:21 - mmengine - INFO - Epoch(train) [35][3700/5005] lr: 2.2641e-02 eta: 2 days, 18:17:57 time: 0.1766 data_time: 0.0022 loss: 1.8416 2023/03/24 17:20:40 - mmengine - INFO - Epoch(train) [35][3800/5005] lr: 2.2641e-02 eta: 2 days, 18:17:40 time: 0.1926 data_time: 0.0023 loss: 1.6243 2023/03/24 17:20:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:20:58 - mmengine - INFO - Epoch(train) [35][3900/5005] lr: 2.2641e-02 eta: 2 days, 18:17:21 time: 0.1799 data_time: 0.0022 loss: 2.1270 2023/03/24 17:21:16 - mmengine - INFO - Epoch(train) [35][4000/5005] lr: 2.2641e-02 eta: 2 days, 18:17:04 time: 0.1787 data_time: 0.0023 loss: 1.7652 2023/03/24 17:21:34 - mmengine - INFO - Epoch(train) [35][4100/5005] lr: 2.2641e-02 eta: 2 days, 18:16:46 time: 0.1798 data_time: 0.0022 loss: 2.1325 2023/03/24 17:21:52 - mmengine - INFO - Epoch(train) [35][4200/5005] lr: 2.2641e-02 eta: 2 days, 18:16:29 time: 0.1800 data_time: 0.0022 loss: 1.9972 2023/03/24 17:22:10 - mmengine - INFO - Epoch(train) [35][4300/5005] lr: 2.2641e-02 eta: 2 days, 18:16:13 time: 0.2060 data_time: 0.0023 loss: 1.7521 2023/03/24 17:22:28 - mmengine - INFO - Epoch(train) [35][4400/5005] lr: 2.2641e-02 eta: 2 days, 18:15:56 time: 0.1778 data_time: 0.0023 loss: 1.6873 2023/03/24 17:22:47 - mmengine - INFO - Epoch(train) [35][4500/5005] lr: 2.2641e-02 eta: 2 days, 18:15:39 time: 0.1760 data_time: 0.0022 loss: 1.7918 2023/03/24 17:23:05 - mmengine - INFO - Epoch(train) [35][4600/5005] lr: 2.2641e-02 eta: 2 days, 18:15:20 time: 0.1791 data_time: 0.0023 loss: 1.8880 2023/03/24 17:23:23 - mmengine - INFO - Epoch(train) [35][4700/5005] lr: 2.2641e-02 eta: 2 days, 18:15:02 time: 0.1784 data_time: 0.0022 loss: 1.8910 2023/03/24 17:23:41 - mmengine - INFO - Epoch(train) [35][4800/5005] lr: 2.2641e-02 eta: 2 days, 18:14:43 time: 0.1785 data_time: 0.0023 loss: 2.0351 2023/03/24 17:23:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:23:59 - mmengine - INFO - Epoch(train) [35][4900/5005] lr: 2.2641e-02 eta: 2 days, 18:14:26 time: 0.1796 data_time: 0.0023 loss: 1.7650 2023/03/24 17:24:17 - mmengine - INFO - Epoch(train) [35][5000/5005] lr: 2.2641e-02 eta: 2 days, 18:14:07 time: 0.1760 data_time: 0.0029 loss: 1.7370 2023/03/24 17:24:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:24:18 - mmengine - INFO - Saving checkpoint at 35 epochs 2023/03/24 17:24:26 - mmengine - INFO - Epoch(val) [35][100/196] eta: 0:00:06 time: 0.0603 data_time: 0.0207 2023/03/24 17:24:55 - mmengine - INFO - Epoch(val) [35][196/196] accuracy/top1: 63.2080 accuracy/top5: 85.0440data_time: 0.0610 time: 0.1008 2023/03/24 17:25:14 - mmengine - INFO - Epoch(train) [36][ 100/5005] lr: 2.2188e-02 eta: 2 days, 18:13:56 time: 0.1782 data_time: 0.0024 loss: 1.8739 2023/03/24 17:25:32 - mmengine - INFO - Epoch(train) [36][ 200/5005] lr: 2.2188e-02 eta: 2 days, 18:13:37 time: 0.1808 data_time: 0.0023 loss: 1.8097 2023/03/24 17:25:50 - mmengine - INFO - Epoch(train) [36][ 300/5005] lr: 2.2188e-02 eta: 2 days, 18:13:21 time: 0.1781 data_time: 0.0022 loss: 1.6602 2023/03/24 17:26:08 - mmengine - INFO - Epoch(train) [36][ 400/5005] lr: 2.2188e-02 eta: 2 days, 18:13:02 time: 0.1809 data_time: 0.0023 loss: 1.8751 2023/03/24 17:26:26 - mmengine - INFO - Epoch(train) [36][ 500/5005] lr: 2.2188e-02 eta: 2 days, 18:12:42 time: 0.1777 data_time: 0.0022 loss: 1.7360 2023/03/24 17:26:44 - mmengine - INFO - Epoch(train) [36][ 600/5005] lr: 2.2188e-02 eta: 2 days, 18:12:25 time: 0.1794 data_time: 0.0023 loss: 1.8789 2023/03/24 17:27:02 - mmengine - INFO - Epoch(train) [36][ 700/5005] lr: 2.2188e-02 eta: 2 days, 18:12:05 time: 0.1776 data_time: 0.0023 loss: 1.6509 2023/03/24 17:27:20 - mmengine - INFO - Epoch(train) [36][ 800/5005] lr: 2.2188e-02 eta: 2 days, 18:11:47 time: 0.1770 data_time: 0.0023 loss: 1.9758 2023/03/24 17:27:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:27:38 - mmengine - INFO - Epoch(train) [36][ 900/5005] lr: 2.2188e-02 eta: 2 days, 18:11:30 time: 0.1782 data_time: 0.0022 loss: 1.9080 2023/03/24 17:27:56 - mmengine - INFO - Epoch(train) [36][1000/5005] lr: 2.2188e-02 eta: 2 days, 18:11:12 time: 0.1763 data_time: 0.0022 loss: 1.8648 2023/03/24 17:28:14 - mmengine - INFO - Epoch(train) [36][1100/5005] lr: 2.2188e-02 eta: 2 days, 18:10:55 time: 0.1860 data_time: 0.0023 loss: 2.0934 2023/03/24 17:28:33 - mmengine - INFO - Epoch(train) [36][1200/5005] lr: 2.2188e-02 eta: 2 days, 18:10:38 time: 0.1794 data_time: 0.0023 loss: 1.8198 2023/03/24 17:28:50 - mmengine - INFO - Epoch(train) [36][1300/5005] lr: 2.2188e-02 eta: 2 days, 18:10:18 time: 0.1773 data_time: 0.0022 loss: 2.0468 2023/03/24 17:29:08 - mmengine - INFO - Epoch(train) [36][1400/5005] lr: 2.2188e-02 eta: 2 days, 18:10:00 time: 0.1929 data_time: 0.0022 loss: 1.7995 2023/03/24 17:29:26 - mmengine - INFO - Epoch(train) [36][1500/5005] lr: 2.2188e-02 eta: 2 days, 18:09:41 time: 0.1802 data_time: 0.0023 loss: 1.9402 2023/03/24 17:29:45 - mmengine - INFO - Epoch(train) [36][1600/5005] lr: 2.2188e-02 eta: 2 days, 18:09:24 time: 0.1792 data_time: 0.0022 loss: 2.0160 2023/03/24 17:30:03 - mmengine - INFO - Epoch(train) [36][1700/5005] lr: 2.2188e-02 eta: 2 days, 18:09:06 time: 0.1765 data_time: 0.0023 loss: 1.8338 2023/03/24 17:30:21 - mmengine - INFO - Epoch(train) [36][1800/5005] lr: 2.2188e-02 eta: 2 days, 18:08:48 time: 0.1773 data_time: 0.0023 loss: 2.0330 2023/03/24 17:30:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:30:39 - mmengine - INFO - Epoch(train) [36][1900/5005] lr: 2.2188e-02 eta: 2 days, 18:08:30 time: 0.1783 data_time: 0.0023 loss: 2.0252 2023/03/24 17:30:57 - mmengine - INFO - Epoch(train) [36][2000/5005] lr: 2.2188e-02 eta: 2 days, 18:08:12 time: 0.1784 data_time: 0.0023 loss: 1.9336 2023/03/24 17:31:15 - mmengine - INFO - Epoch(train) [36][2100/5005] lr: 2.2188e-02 eta: 2 days, 18:07:55 time: 0.1793 data_time: 0.0023 loss: 1.8799 2023/03/24 17:31:33 - mmengine - INFO - Epoch(train) [36][2200/5005] lr: 2.2188e-02 eta: 2 days, 18:07:36 time: 0.1808 data_time: 0.0023 loss: 1.9999 2023/03/24 17:31:51 - mmengine - INFO - Epoch(train) [36][2300/5005] lr: 2.2188e-02 eta: 2 days, 18:07:20 time: 0.1776 data_time: 0.0023 loss: 1.8362 2023/03/24 17:32:09 - mmengine - INFO - Epoch(train) [36][2400/5005] lr: 2.2188e-02 eta: 2 days, 18:07:01 time: 0.1789 data_time: 0.0023 loss: 1.9575 2023/03/24 17:32:27 - mmengine - INFO - Epoch(train) [36][2500/5005] lr: 2.2188e-02 eta: 2 days, 18:06:41 time: 0.1784 data_time: 0.0023 loss: 1.9753 2023/03/24 17:32:45 - mmengine - INFO - Epoch(train) [36][2600/5005] lr: 2.2188e-02 eta: 2 days, 18:06:25 time: 0.2031 data_time: 0.0023 loss: 1.8460 2023/03/24 17:33:03 - mmengine - INFO - Epoch(train) [36][2700/5005] lr: 2.2188e-02 eta: 2 days, 18:06:07 time: 0.1782 data_time: 0.0023 loss: 1.7628 2023/03/24 17:33:21 - mmengine - INFO - Epoch(train) [36][2800/5005] lr: 2.2188e-02 eta: 2 days, 18:05:50 time: 0.1786 data_time: 0.0023 loss: 1.9070 2023/03/24 17:33:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:33:39 - mmengine - INFO - Epoch(train) [36][2900/5005] lr: 2.2188e-02 eta: 2 days, 18:05:32 time: 0.1777 data_time: 0.0023 loss: 2.0470 2023/03/24 17:33:58 - mmengine - INFO - Epoch(train) [36][3000/5005] lr: 2.2188e-02 eta: 2 days, 18:05:15 time: 0.1789 data_time: 0.0023 loss: 1.9488 2023/03/24 17:34:16 - mmengine - INFO - Epoch(train) [36][3100/5005] lr: 2.2188e-02 eta: 2 days, 18:04:57 time: 0.1781 data_time: 0.0023 loss: 1.6913 2023/03/24 17:34:34 - mmengine - INFO - Epoch(train) [36][3200/5005] lr: 2.2188e-02 eta: 2 days, 18:04:38 time: 0.1780 data_time: 0.0023 loss: 1.9254 2023/03/24 17:34:51 - mmengine - INFO - Epoch(train) [36][3300/5005] lr: 2.2188e-02 eta: 2 days, 18:04:19 time: 0.1755 data_time: 0.0023 loss: 1.7710 2023/03/24 17:35:09 - mmengine - INFO - Epoch(train) [36][3400/5005] lr: 2.2188e-02 eta: 2 days, 18:04:00 time: 0.1778 data_time: 0.0023 loss: 1.7243 2023/03/24 17:35:28 - mmengine - INFO - Epoch(train) [36][3500/5005] lr: 2.2188e-02 eta: 2 days, 18:03:43 time: 0.1975 data_time: 0.0023 loss: 1.9216 2023/03/24 17:35:46 - mmengine - INFO - Epoch(train) [36][3600/5005] lr: 2.2188e-02 eta: 2 days, 18:03:26 time: 0.1790 data_time: 0.0023 loss: 1.5264 2023/03/24 17:36:04 - mmengine - INFO - Epoch(train) [36][3700/5005] lr: 2.2188e-02 eta: 2 days, 18:03:10 time: 0.1762 data_time: 0.0023 loss: 1.8970 2023/03/24 17:36:22 - mmengine - INFO - Epoch(train) [36][3800/5005] lr: 2.2188e-02 eta: 2 days, 18:02:52 time: 0.2044 data_time: 0.0023 loss: 1.8444 2023/03/24 17:36:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:36:40 - mmengine - INFO - Epoch(train) [36][3900/5005] lr: 2.2188e-02 eta: 2 days, 18:02:34 time: 0.1782 data_time: 0.0023 loss: 1.7160 2023/03/24 17:36:58 - mmengine - INFO - Epoch(train) [36][4000/5005] lr: 2.2188e-02 eta: 2 days, 18:02:15 time: 0.1789 data_time: 0.0023 loss: 1.7880 2023/03/24 17:37:16 - mmengine - INFO - Epoch(train) [36][4100/5005] lr: 2.2188e-02 eta: 2 days, 18:01:56 time: 0.1788 data_time: 0.0023 loss: 2.0493 2023/03/24 17:37:34 - mmengine - INFO - Epoch(train) [36][4200/5005] lr: 2.2188e-02 eta: 2 days, 18:01:37 time: 0.1772 data_time: 0.0022 loss: 1.9221 2023/03/24 17:37:52 - mmengine - INFO - Epoch(train) [36][4300/5005] lr: 2.2188e-02 eta: 2 days, 18:01:19 time: 0.1777 data_time: 0.0023 loss: 1.6974 2023/03/24 17:38:10 - mmengine - INFO - Epoch(train) [36][4400/5005] lr: 2.2188e-02 eta: 2 days, 18:01:04 time: 0.2010 data_time: 0.0023 loss: 1.8050 2023/03/24 17:38:28 - mmengine - INFO - Epoch(train) [36][4500/5005] lr: 2.2188e-02 eta: 2 days, 18:00:45 time: 0.1803 data_time: 0.0026 loss: 2.0014 2023/03/24 17:38:46 - mmengine - INFO - Epoch(train) [36][4600/5005] lr: 2.2188e-02 eta: 2 days, 18:00:27 time: 0.1769 data_time: 0.0023 loss: 1.8103 2023/03/24 17:39:05 - mmengine - INFO - Epoch(train) [36][4700/5005] lr: 2.2188e-02 eta: 2 days, 18:00:10 time: 0.1778 data_time: 0.0023 loss: 1.9982 2023/03/24 17:39:23 - mmengine - INFO - Epoch(train) [36][4800/5005] lr: 2.2188e-02 eta: 2 days, 17:59:52 time: 0.1770 data_time: 0.0023 loss: 1.7011 2023/03/24 17:39:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:39:41 - mmengine - INFO - Epoch(train) [36][4900/5005] lr: 2.2188e-02 eta: 2 days, 17:59:33 time: 0.1788 data_time: 0.0023 loss: 1.7413 2023/03/24 17:39:58 - mmengine - INFO - Epoch(train) [36][5000/5005] lr: 2.2188e-02 eta: 2 days, 17:59:14 time: 0.1751 data_time: 0.0030 loss: 1.7758 2023/03/24 17:39:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:40:00 - mmengine - INFO - Saving checkpoint at 36 epochs 2023/03/24 17:40:07 - mmengine - INFO - Epoch(val) [36][100/196] eta: 0:00:06 time: 0.0584 data_time: 0.0196 2023/03/24 17:40:36 - mmengine - INFO - Epoch(val) [36][196/196] accuracy/top1: 62.9880 accuracy/top5: 84.9800data_time: 0.0614 time: 0.0998 2023/03/24 17:40:55 - mmengine - INFO - Epoch(train) [37][ 100/5005] lr: 2.1745e-02 eta: 2 days, 17:59:02 time: 0.1786 data_time: 0.0023 loss: 1.7646 2023/03/24 17:41:13 - mmengine - INFO - Epoch(train) [37][ 200/5005] lr: 2.1745e-02 eta: 2 days, 17:58:43 time: 0.1764 data_time: 0.0023 loss: 1.8336 2023/03/24 17:41:32 - mmengine - INFO - Epoch(train) [37][ 300/5005] lr: 2.1745e-02 eta: 2 days, 17:58:26 time: 0.1781 data_time: 0.0023 loss: 1.6898 2023/03/24 17:41:50 - mmengine - INFO - Epoch(train) [37][ 400/5005] lr: 2.1745e-02 eta: 2 days, 17:58:09 time: 0.1778 data_time: 0.0023 loss: 1.9041 2023/03/24 17:42:08 - mmengine - INFO - Epoch(train) [37][ 500/5005] lr: 2.1745e-02 eta: 2 days, 17:57:50 time: 0.1795 data_time: 0.0023 loss: 1.8906 2023/03/24 17:42:26 - mmengine - INFO - Epoch(train) [37][ 600/5005] lr: 2.1745e-02 eta: 2 days, 17:57:34 time: 0.1776 data_time: 0.0023 loss: 1.6686 2023/03/24 17:42:44 - mmengine - INFO - Epoch(train) [37][ 700/5005] lr: 2.1745e-02 eta: 2 days, 17:57:16 time: 0.1776 data_time: 0.0023 loss: 1.9621 2023/03/24 17:43:02 - mmengine - INFO - Epoch(train) [37][ 800/5005] lr: 2.1745e-02 eta: 2 days, 17:56:59 time: 0.1777 data_time: 0.0023 loss: 1.9677 2023/03/24 17:43:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:43:20 - mmengine - INFO - Epoch(train) [37][ 900/5005] lr: 2.1745e-02 eta: 2 days, 17:56:41 time: 0.1772 data_time: 0.0023 loss: 1.8604 2023/03/24 17:43:38 - mmengine - INFO - Epoch(train) [37][1000/5005] lr: 2.1745e-02 eta: 2 days, 17:56:24 time: 0.1758 data_time: 0.0023 loss: 1.8554 2023/03/24 17:43:56 - mmengine - INFO - Epoch(train) [37][1100/5005] lr: 2.1745e-02 eta: 2 days, 17:56:06 time: 0.1778 data_time: 0.0023 loss: 1.7543 2023/03/24 17:44:15 - mmengine - INFO - Epoch(train) [37][1200/5005] lr: 2.1745e-02 eta: 2 days, 17:55:48 time: 0.1774 data_time: 0.0023 loss: 1.8352 2023/03/24 17:44:33 - mmengine - INFO - Epoch(train) [37][1300/5005] lr: 2.1745e-02 eta: 2 days, 17:55:30 time: 0.1793 data_time: 0.0023 loss: 1.7603 2023/03/24 17:44:50 - mmengine - INFO - Epoch(train) [37][1400/5005] lr: 2.1745e-02 eta: 2 days, 17:55:11 time: 0.1782 data_time: 0.0023 loss: 1.9858 2023/03/24 17:45:09 - mmengine - INFO - Epoch(train) [37][1500/5005] lr: 2.1745e-02 eta: 2 days, 17:54:56 time: 0.1803 data_time: 0.0023 loss: 1.7968 2023/03/24 17:45:27 - mmengine - INFO - Epoch(train) [37][1600/5005] lr: 2.1745e-02 eta: 2 days, 17:54:38 time: 0.1794 data_time: 0.0023 loss: 1.8867 2023/03/24 17:45:45 - mmengine - INFO - Epoch(train) [37][1700/5005] lr: 2.1745e-02 eta: 2 days, 17:54:21 time: 0.1799 data_time: 0.0023 loss: 1.8604 2023/03/24 17:46:03 - mmengine - INFO - Epoch(train) [37][1800/5005] lr: 2.1745e-02 eta: 2 days, 17:54:04 time: 0.2032 data_time: 0.0023 loss: 1.7171 2023/03/24 17:46:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:46:21 - mmengine - INFO - Epoch(train) [37][1900/5005] lr: 2.1745e-02 eta: 2 days, 17:53:45 time: 0.1789 data_time: 0.0023 loss: 1.9191 2023/03/24 17:46:39 - mmengine - INFO - Epoch(train) [37][2000/5005] lr: 2.1745e-02 eta: 2 days, 17:53:26 time: 0.1794 data_time: 0.0023 loss: 1.6900 2023/03/24 17:46:57 - mmengine - INFO - Epoch(train) [37][2100/5005] lr: 2.1745e-02 eta: 2 days, 17:53:09 time: 0.1961 data_time: 0.0023 loss: 1.8601 2023/03/24 17:47:15 - mmengine - INFO - Epoch(train) [37][2200/5005] lr: 2.1745e-02 eta: 2 days, 17:52:50 time: 0.1781 data_time: 0.0023 loss: 1.7656 2023/03/24 17:47:34 - mmengine - INFO - Epoch(train) [37][2300/5005] lr: 2.1745e-02 eta: 2 days, 17:52:33 time: 0.1791 data_time: 0.0024 loss: 1.6860 2023/03/24 17:47:52 - mmengine - INFO - Epoch(train) [37][2400/5005] lr: 2.1745e-02 eta: 2 days, 17:52:18 time: 0.1783 data_time: 0.0025 loss: 2.0394 2023/03/24 17:48:10 - mmengine - INFO - Epoch(train) [37][2500/5005] lr: 2.1745e-02 eta: 2 days, 17:51:59 time: 0.1794 data_time: 0.0023 loss: 1.9174 2023/03/24 17:48:28 - mmengine - INFO - Epoch(train) [37][2600/5005] lr: 2.1745e-02 eta: 2 days, 17:51:41 time: 0.1775 data_time: 0.0023 loss: 1.8178 2023/03/24 17:48:46 - mmengine - INFO - Epoch(train) [37][2700/5005] lr: 2.1745e-02 eta: 2 days, 17:51:24 time: 0.1783 data_time: 0.0023 loss: 1.9127 2023/03/24 17:49:04 - mmengine - INFO - Epoch(train) [37][2800/5005] lr: 2.1745e-02 eta: 2 days, 17:51:06 time: 0.1793 data_time: 0.0023 loss: 2.0084 2023/03/24 17:49:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:49:22 - mmengine - INFO - Epoch(train) [37][2900/5005] lr: 2.1745e-02 eta: 2 days, 17:50:48 time: 0.1940 data_time: 0.0023 loss: 1.9348 2023/03/24 17:49:41 - mmengine - INFO - Epoch(train) [37][3000/5005] lr: 2.1745e-02 eta: 2 days, 17:50:32 time: 0.1784 data_time: 0.0023 loss: 1.8758 2023/03/24 17:49:59 - mmengine - INFO - Epoch(train) [37][3100/5005] lr: 2.1745e-02 eta: 2 days, 17:50:14 time: 0.1783 data_time: 0.0024 loss: 1.9661 2023/03/24 17:50:17 - mmengine - INFO - Epoch(train) [37][3200/5005] lr: 2.1745e-02 eta: 2 days, 17:49:55 time: 0.1800 data_time: 0.0023 loss: 1.6091 2023/03/24 17:50:35 - mmengine - INFO - Epoch(train) [37][3300/5005] lr: 2.1745e-02 eta: 2 days, 17:49:36 time: 0.1794 data_time: 0.0023 loss: 1.8673 2023/03/24 17:50:53 - mmengine - INFO - Epoch(train) [37][3400/5005] lr: 2.1745e-02 eta: 2 days, 17:49:22 time: 0.1800 data_time: 0.0023 loss: 1.5362 2023/03/24 17:51:11 - mmengine - INFO - Epoch(train) [37][3500/5005] lr: 2.1745e-02 eta: 2 days, 17:49:03 time: 0.1797 data_time: 0.0023 loss: 1.8685 2023/03/24 17:51:29 - mmengine - INFO - Epoch(train) [37][3600/5005] lr: 2.1745e-02 eta: 2 days, 17:48:46 time: 0.1787 data_time: 0.0023 loss: 1.7528 2023/03/24 17:51:48 - mmengine - INFO - Epoch(train) [37][3700/5005] lr: 2.1745e-02 eta: 2 days, 17:48:32 time: 0.1794 data_time: 0.0024 loss: 1.6164 2023/03/24 17:52:06 - mmengine - INFO - Epoch(train) [37][3800/5005] lr: 2.1745e-02 eta: 2 days, 17:48:13 time: 0.1797 data_time: 0.0023 loss: 1.8188 2023/03/24 17:52:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:52:24 - mmengine - INFO - Epoch(train) [37][3900/5005] lr: 2.1745e-02 eta: 2 days, 17:47:57 time: 0.1796 data_time: 0.0023 loss: 1.9620 2023/03/24 17:52:42 - mmengine - INFO - Epoch(train) [37][4000/5005] lr: 2.1745e-02 eta: 2 days, 17:47:39 time: 0.1782 data_time: 0.0023 loss: 1.7553 2023/03/24 17:53:00 - mmengine - INFO - Epoch(train) [37][4100/5005] lr: 2.1745e-02 eta: 2 days, 17:47:20 time: 0.1780 data_time: 0.0023 loss: 1.6625 2023/03/24 17:53:18 - mmengine - INFO - Epoch(train) [37][4200/5005] lr: 2.1745e-02 eta: 2 days, 17:47:02 time: 0.1775 data_time: 0.0023 loss: 1.8826 2023/03/24 17:53:37 - mmengine - INFO - Epoch(train) [37][4300/5005] lr: 2.1745e-02 eta: 2 days, 17:46:49 time: 0.1789 data_time: 0.0023 loss: 1.5991 2023/03/24 17:53:55 - mmengine - INFO - Epoch(train) [37][4400/5005] lr: 2.1745e-02 eta: 2 days, 17:46:32 time: 0.1784 data_time: 0.0023 loss: 1.8781 2023/03/24 17:54:13 - mmengine - INFO - Epoch(train) [37][4500/5005] lr: 2.1745e-02 eta: 2 days, 17:46:14 time: 0.1779 data_time: 0.0023 loss: 1.8083 2023/03/24 17:54:31 - mmengine - INFO - Epoch(train) [37][4600/5005] lr: 2.1745e-02 eta: 2 days, 17:45:57 time: 0.1791 data_time: 0.0023 loss: 1.9398 2023/03/24 17:54:49 - mmengine - INFO - Epoch(train) [37][4700/5005] lr: 2.1745e-02 eta: 2 days, 17:45:40 time: 0.1785 data_time: 0.0023 loss: 1.9307 2023/03/24 17:55:07 - mmengine - INFO - Epoch(train) [37][4800/5005] lr: 2.1745e-02 eta: 2 days, 17:45:21 time: 0.1785 data_time: 0.0023 loss: 1.9863 2023/03/24 17:55:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:55:25 - mmengine - INFO - Epoch(train) [37][4900/5005] lr: 2.1745e-02 eta: 2 days, 17:45:02 time: 0.1794 data_time: 0.0023 loss: 1.6591 2023/03/24 17:55:43 - mmengine - INFO - Epoch(train) [37][5000/5005] lr: 2.1745e-02 eta: 2 days, 17:44:45 time: 0.1770 data_time: 0.0030 loss: 2.0203 2023/03/24 17:55:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:55:45 - mmengine - INFO - Saving checkpoint at 37 epochs 2023/03/24 17:55:52 - mmengine - INFO - Epoch(val) [37][100/196] eta: 0:00:06 time: 0.0599 data_time: 0.0193 2023/03/24 17:56:22 - mmengine - INFO - Epoch(val) [37][196/196] accuracy/top1: 63.1660 accuracy/top5: 85.1380data_time: 0.0664 time: 0.1001 2023/03/24 17:56:41 - mmengine - INFO - Epoch(train) [38][ 100/5005] lr: 2.1310e-02 eta: 2 days, 17:44:36 time: 0.2016 data_time: 0.0023 loss: 1.7707 2023/03/24 17:57:00 - mmengine - INFO - Epoch(train) [38][ 200/5005] lr: 2.1310e-02 eta: 2 days, 17:44:19 time: 0.1794 data_time: 0.0023 loss: 1.6250 2023/03/24 17:57:17 - mmengine - INFO - Epoch(train) [38][ 300/5005] lr: 2.1310e-02 eta: 2 days, 17:44:00 time: 0.1752 data_time: 0.0023 loss: 1.7870 2023/03/24 17:57:35 - mmengine - INFO - Epoch(train) [38][ 400/5005] lr: 2.1310e-02 eta: 2 days, 17:43:42 time: 0.1785 data_time: 0.0023 loss: 1.9419 2023/03/24 17:57:53 - mmengine - INFO - Epoch(train) [38][ 500/5005] lr: 2.1310e-02 eta: 2 days, 17:43:23 time: 0.1801 data_time: 0.0023 loss: 1.8007 2023/03/24 17:58:12 - mmengine - INFO - Epoch(train) [38][ 600/5005] lr: 2.1310e-02 eta: 2 days, 17:43:06 time: 0.1783 data_time: 0.0023 loss: 1.8924 2023/03/24 17:58:29 - mmengine - INFO - Epoch(train) [38][ 700/5005] lr: 2.1310e-02 eta: 2 days, 17:42:47 time: 0.1762 data_time: 0.0023 loss: 1.8665 2023/03/24 17:58:48 - mmengine - INFO - Epoch(train) [38][ 800/5005] lr: 2.1310e-02 eta: 2 days, 17:42:30 time: 0.1788 data_time: 0.0023 loss: 1.7122 2023/03/24 17:58:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 17:59:06 - mmengine - INFO - Epoch(train) [38][ 900/5005] lr: 2.1310e-02 eta: 2 days, 17:42:13 time: 0.1936 data_time: 0.0023 loss: 1.6795 2023/03/24 17:59:24 - mmengine - INFO - Epoch(train) [38][1000/5005] lr: 2.1310e-02 eta: 2 days, 17:41:54 time: 0.1794 data_time: 0.0023 loss: 1.8395 2023/03/24 17:59:42 - mmengine - INFO - Epoch(train) [38][1100/5005] lr: 2.1310e-02 eta: 2 days, 17:41:39 time: 0.1793 data_time: 0.0023 loss: 1.9046 2023/03/24 18:00:01 - mmengine - INFO - Epoch(train) [38][1200/5005] lr: 2.1310e-02 eta: 2 days, 17:41:22 time: 0.1779 data_time: 0.0023 loss: 1.7559 2023/03/24 18:00:18 - mmengine - INFO - Epoch(train) [38][1300/5005] lr: 2.1310e-02 eta: 2 days, 17:41:04 time: 0.1797 data_time: 0.0023 loss: 1.9894 2023/03/24 18:00:37 - mmengine - INFO - Epoch(train) [38][1400/5005] lr: 2.1310e-02 eta: 2 days, 17:40:47 time: 0.1784 data_time: 0.0023 loss: 1.8990 2023/03/24 18:00:55 - mmengine - INFO - Epoch(train) [38][1500/5005] lr: 2.1310e-02 eta: 2 days, 17:40:29 time: 0.1783 data_time: 0.0023 loss: 1.8568 2023/03/24 18:01:13 - mmengine - INFO - Epoch(train) [38][1600/5005] lr: 2.1310e-02 eta: 2 days, 17:40:11 time: 0.1782 data_time: 0.0023 loss: 1.8558 2023/03/24 18:01:31 - mmengine - INFO - Epoch(train) [38][1700/5005] lr: 2.1310e-02 eta: 2 days, 17:39:53 time: 0.1768 data_time: 0.0023 loss: 1.9810 2023/03/24 18:01:49 - mmengine - INFO - Epoch(train) [38][1800/5005] lr: 2.1310e-02 eta: 2 days, 17:39:35 time: 0.1808 data_time: 0.0023 loss: 2.0379 2023/03/24 18:01:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:02:07 - mmengine - INFO - Epoch(train) [38][1900/5005] lr: 2.1310e-02 eta: 2 days, 17:39:17 time: 0.1797 data_time: 0.0023 loss: 1.7953 2023/03/24 18:02:25 - mmengine - INFO - Epoch(train) [38][2000/5005] lr: 2.1310e-02 eta: 2 days, 17:39:00 time: 0.1788 data_time: 0.0023 loss: 2.0299 2023/03/24 18:02:44 - mmengine - INFO - Epoch(train) [38][2100/5005] lr: 2.1310e-02 eta: 2 days, 17:38:44 time: 0.1793 data_time: 0.0023 loss: 1.6546 2023/03/24 18:03:02 - mmengine - INFO - Epoch(train) [38][2200/5005] lr: 2.1310e-02 eta: 2 days, 17:38:28 time: 0.1784 data_time: 0.0023 loss: 1.6628 2023/03/24 18:03:20 - mmengine - INFO - Epoch(train) [38][2300/5005] lr: 2.1310e-02 eta: 2 days, 17:38:10 time: 0.1784 data_time: 0.0023 loss: 1.7728 2023/03/24 18:03:38 - mmengine - INFO - Epoch(train) [38][2400/5005] lr: 2.1310e-02 eta: 2 days, 17:37:51 time: 0.1776 data_time: 0.0025 loss: 1.7447 2023/03/24 18:03:56 - mmengine - INFO - Epoch(train) [38][2500/5005] lr: 2.1310e-02 eta: 2 days, 17:37:32 time: 0.1795 data_time: 0.0024 loss: 1.8824 2023/03/24 18:04:14 - mmengine - INFO - Epoch(train) [38][2600/5005] lr: 2.1310e-02 eta: 2 days, 17:37:14 time: 0.1796 data_time: 0.0024 loss: 1.6877 2023/03/24 18:04:32 - mmengine - INFO - Epoch(train) [38][2700/5005] lr: 2.1310e-02 eta: 2 days, 17:36:56 time: 0.1792 data_time: 0.0023 loss: 1.7078 2023/03/24 18:04:50 - mmengine - INFO - Epoch(train) [38][2800/5005] lr: 2.1310e-02 eta: 2 days, 17:36:38 time: 0.1794 data_time: 0.0025 loss: 1.7996 2023/03/24 18:04:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:05:09 - mmengine - INFO - Epoch(train) [38][2900/5005] lr: 2.1310e-02 eta: 2 days, 17:36:24 time: 0.1791 data_time: 0.0023 loss: 2.0374 2023/03/24 18:05:27 - mmengine - INFO - Epoch(train) [38][3000/5005] lr: 2.1310e-02 eta: 2 days, 17:36:07 time: 0.2033 data_time: 0.0023 loss: 1.6988 2023/03/24 18:05:45 - mmengine - INFO - Epoch(train) [38][3100/5005] lr: 2.1310e-02 eta: 2 days, 17:35:51 time: 0.1784 data_time: 0.0025 loss: 1.7520 2023/03/24 18:06:03 - mmengine - INFO - Epoch(train) [38][3200/5005] lr: 2.1310e-02 eta: 2 days, 17:35:33 time: 0.1809 data_time: 0.0023 loss: 1.7396 2023/03/24 18:06:21 - mmengine - INFO - Epoch(train) [38][3300/5005] lr: 2.1310e-02 eta: 2 days, 17:35:14 time: 0.1781 data_time: 0.0023 loss: 1.7065 2023/03/24 18:06:39 - mmengine - INFO - Epoch(train) [38][3400/5005] lr: 2.1310e-02 eta: 2 days, 17:34:56 time: 0.1790 data_time: 0.0024 loss: 1.9126 2023/03/24 18:06:57 - mmengine - INFO - Epoch(train) [38][3500/5005] lr: 2.1310e-02 eta: 2 days, 17:34:38 time: 0.1971 data_time: 0.0023 loss: 1.6951 2023/03/24 18:07:15 - mmengine - INFO - Epoch(train) [38][3600/5005] lr: 2.1310e-02 eta: 2 days, 17:34:21 time: 0.1780 data_time: 0.0023 loss: 1.6495 2023/03/24 18:07:34 - mmengine - INFO - Epoch(train) [38][3700/5005] lr: 2.1310e-02 eta: 2 days, 17:34:04 time: 0.1794 data_time: 0.0023 loss: 1.9010 2023/03/24 18:07:52 - mmengine - INFO - Epoch(train) [38][3800/5005] lr: 2.1310e-02 eta: 2 days, 17:33:48 time: 0.1790 data_time: 0.0023 loss: 1.8812 2023/03/24 18:07:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:08:10 - mmengine - INFO - Epoch(train) [38][3900/5005] lr: 2.1310e-02 eta: 2 days, 17:33:31 time: 0.1768 data_time: 0.0023 loss: 1.9250 2023/03/24 18:08:28 - mmengine - INFO - Epoch(train) [38][4000/5005] lr: 2.1310e-02 eta: 2 days, 17:33:13 time: 0.1794 data_time: 0.0023 loss: 1.6633 2023/03/24 18:08:46 - mmengine - INFO - Epoch(train) [38][4100/5005] lr: 2.1310e-02 eta: 2 days, 17:32:54 time: 0.1787 data_time: 0.0023 loss: 1.8171 2023/03/24 18:09:04 - mmengine - INFO - Epoch(train) [38][4200/5005] lr: 2.1310e-02 eta: 2 days, 17:32:37 time: 0.1788 data_time: 0.0024 loss: 2.1327 2023/03/24 18:09:22 - mmengine - INFO - Epoch(train) [38][4300/5005] lr: 2.1310e-02 eta: 2 days, 17:32:18 time: 0.1792 data_time: 0.0023 loss: 1.8841 2023/03/24 18:09:40 - mmengine - INFO - Epoch(train) [38][4400/5005] lr: 2.1310e-02 eta: 2 days, 17:32:01 time: 0.1955 data_time: 0.0023 loss: 1.9192 2023/03/24 18:09:59 - mmengine - INFO - Epoch(train) [38][4500/5005] lr: 2.1310e-02 eta: 2 days, 17:31:44 time: 0.1946 data_time: 0.0023 loss: 1.9210 2023/03/24 18:10:17 - mmengine - INFO - Epoch(train) [38][4600/5005] lr: 2.1310e-02 eta: 2 days, 17:31:27 time: 0.1792 data_time: 0.0023 loss: 2.0794 2023/03/24 18:10:35 - mmengine - INFO - Epoch(train) [38][4700/5005] lr: 2.1310e-02 eta: 2 days, 17:31:09 time: 0.1786 data_time: 0.0024 loss: 1.9446 2023/03/24 18:10:53 - mmengine - INFO - Epoch(train) [38][4800/5005] lr: 2.1310e-02 eta: 2 days, 17:30:52 time: 0.1779 data_time: 0.0023 loss: 1.9348 2023/03/24 18:10:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:11:11 - mmengine - INFO - Epoch(train) [38][4900/5005] lr: 2.1310e-02 eta: 2 days, 17:30:36 time: 0.1793 data_time: 0.0024 loss: 1.8257 2023/03/24 18:11:29 - mmengine - INFO - Epoch(train) [38][5000/5005] lr: 2.1310e-02 eta: 2 days, 17:30:18 time: 0.1752 data_time: 0.0030 loss: 1.8213 2023/03/24 18:11:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:11:31 - mmengine - INFO - Saving checkpoint at 38 epochs 2023/03/24 18:11:38 - mmengine - INFO - Epoch(val) [38][100/196] eta: 0:00:06 time: 0.0581 data_time: 0.0189 2023/03/24 18:12:08 - mmengine - INFO - Epoch(val) [38][196/196] accuracy/top1: 63.2500 accuracy/top5: 85.2740data_time: 0.0621 time: 0.0995 2023/03/24 18:12:27 - mmengine - INFO - Epoch(train) [39][ 100/5005] lr: 2.0884e-02 eta: 2 days, 17:30:06 time: 0.1780 data_time: 0.0023 loss: 1.7356 2023/03/24 18:12:45 - mmengine - INFO - Epoch(train) [39][ 200/5005] lr: 2.0884e-02 eta: 2 days, 17:29:47 time: 0.1808 data_time: 0.0023 loss: 1.7028 2023/03/24 18:13:03 - mmengine - INFO - Epoch(train) [39][ 300/5005] lr: 2.0884e-02 eta: 2 days, 17:29:30 time: 0.1801 data_time: 0.0023 loss: 1.6300 2023/03/24 18:13:21 - mmengine - INFO - Epoch(train) [39][ 400/5005] lr: 2.0884e-02 eta: 2 days, 17:29:12 time: 0.1955 data_time: 0.0024 loss: 1.6699 2023/03/24 18:13:39 - mmengine - INFO - Epoch(train) [39][ 500/5005] lr: 2.0884e-02 eta: 2 days, 17:28:55 time: 0.1800 data_time: 0.0024 loss: 2.1450 2023/03/24 18:13:58 - mmengine - INFO - Epoch(train) [39][ 600/5005] lr: 2.0884e-02 eta: 2 days, 17:28:38 time: 0.2080 data_time: 0.0023 loss: 1.8576 2023/03/24 18:14:16 - mmengine - INFO - Epoch(train) [39][ 700/5005] lr: 2.0884e-02 eta: 2 days, 17:28:19 time: 0.1780 data_time: 0.0023 loss: 1.6845 2023/03/24 18:14:34 - mmengine - INFO - Epoch(train) [39][ 800/5005] lr: 2.0884e-02 eta: 2 days, 17:28:01 time: 0.1791 data_time: 0.0023 loss: 1.6431 2023/03/24 18:14:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:14:52 - mmengine - INFO - Epoch(train) [39][ 900/5005] lr: 2.0884e-02 eta: 2 days, 17:27:45 time: 0.1796 data_time: 0.0023 loss: 1.6474 2023/03/24 18:15:10 - mmengine - INFO - Epoch(train) [39][1000/5005] lr: 2.0884e-02 eta: 2 days, 17:27:26 time: 0.1788 data_time: 0.0023 loss: 1.8860 2023/03/24 18:15:28 - mmengine - INFO - Epoch(train) [39][1100/5005] lr: 2.0884e-02 eta: 2 days, 17:27:08 time: 0.1786 data_time: 0.0023 loss: 1.6539 2023/03/24 18:15:46 - mmengine - INFO - Epoch(train) [39][1200/5005] lr: 2.0884e-02 eta: 2 days, 17:26:49 time: 0.1780 data_time: 0.0023 loss: 1.7861 2023/03/24 18:16:04 - mmengine - INFO - Epoch(train) [39][1300/5005] lr: 2.0884e-02 eta: 2 days, 17:26:31 time: 0.1769 data_time: 0.0023 loss: 1.9485 2023/03/24 18:16:22 - mmengine - INFO - Epoch(train) [39][1400/5005] lr: 2.0884e-02 eta: 2 days, 17:26:14 time: 0.1792 data_time: 0.0023 loss: 1.8184 2023/03/24 18:16:40 - mmengine - INFO - Epoch(train) [39][1500/5005] lr: 2.0884e-02 eta: 2 days, 17:25:58 time: 0.1793 data_time: 0.0023 loss: 2.0514 2023/03/24 18:16:59 - mmengine - INFO - Epoch(train) [39][1600/5005] lr: 2.0884e-02 eta: 2 days, 17:25:40 time: 0.1799 data_time: 0.0023 loss: 1.9014 2023/03/24 18:17:16 - mmengine - INFO - Epoch(train) [39][1700/5005] lr: 2.0884e-02 eta: 2 days, 17:25:21 time: 0.1772 data_time: 0.0023 loss: 1.9398 2023/03/24 18:17:35 - mmengine - INFO - Epoch(train) [39][1800/5005] lr: 2.0884e-02 eta: 2 days, 17:25:03 time: 0.1765 data_time: 0.0025 loss: 1.9830 2023/03/24 18:17:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:17:53 - mmengine - INFO - Epoch(train) [39][1900/5005] lr: 2.0884e-02 eta: 2 days, 17:24:46 time: 0.1793 data_time: 0.0023 loss: 1.6997 2023/03/24 18:18:11 - mmengine - INFO - Epoch(train) [39][2000/5005] lr: 2.0884e-02 eta: 2 days, 17:24:27 time: 0.1764 data_time: 0.0023 loss: 1.9048 2023/03/24 18:18:29 - mmengine - INFO - Epoch(train) [39][2100/5005] lr: 2.0884e-02 eta: 2 days, 17:24:08 time: 0.1779 data_time: 0.0024 loss: 1.9159 2023/03/24 18:18:47 - mmengine - INFO - Epoch(train) [39][2200/5005] lr: 2.0884e-02 eta: 2 days, 17:23:51 time: 0.1778 data_time: 0.0023 loss: 1.8183 2023/03/24 18:19:05 - mmengine - INFO - Epoch(train) [39][2300/5005] lr: 2.0884e-02 eta: 2 days, 17:23:34 time: 0.1774 data_time: 0.0023 loss: 1.6350 2023/03/24 18:19:23 - mmengine - INFO - Epoch(train) [39][2400/5005] lr: 2.0884e-02 eta: 2 days, 17:23:17 time: 0.1790 data_time: 0.0023 loss: 1.8778 2023/03/24 18:19:41 - mmengine - INFO - Epoch(train) [39][2500/5005] lr: 2.0884e-02 eta: 2 days, 17:22:58 time: 0.1796 data_time: 0.0024 loss: 1.8138 2023/03/24 18:19:59 - mmengine - INFO - Epoch(train) [39][2600/5005] lr: 2.0884e-02 eta: 2 days, 17:22:40 time: 0.1768 data_time: 0.0024 loss: 1.8304 2023/03/24 18:20:18 - mmengine - INFO - Epoch(train) [39][2700/5005] lr: 2.0884e-02 eta: 2 days, 17:22:24 time: 0.1772 data_time: 0.0023 loss: 1.6265 2023/03/24 18:20:35 - mmengine - INFO - Epoch(train) [39][2800/5005] lr: 2.0884e-02 eta: 2 days, 17:22:05 time: 0.1786 data_time: 0.0023 loss: 1.7161 2023/03/24 18:20:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:20:54 - mmengine - INFO - Epoch(train) [39][2900/5005] lr: 2.0884e-02 eta: 2 days, 17:21:49 time: 0.1982 data_time: 0.0023 loss: 1.8671 2023/03/24 18:21:12 - mmengine - INFO - Epoch(train) [39][3000/5005] lr: 2.0884e-02 eta: 2 days, 17:21:30 time: 0.1788 data_time: 0.0023 loss: 1.8001 2023/03/24 18:21:30 - mmengine - INFO - Epoch(train) [39][3100/5005] lr: 2.0884e-02 eta: 2 days, 17:21:12 time: 0.1780 data_time: 0.0023 loss: 1.8032 2023/03/24 18:21:48 - mmengine - INFO - Epoch(train) [39][3200/5005] lr: 2.0884e-02 eta: 2 days, 17:20:55 time: 0.2002 data_time: 0.0024 loss: 1.7718 2023/03/24 18:22:06 - mmengine - INFO - Epoch(train) [39][3300/5005] lr: 2.0884e-02 eta: 2 days, 17:20:37 time: 0.1786 data_time: 0.0023 loss: 1.6706 2023/03/24 18:22:24 - mmengine - INFO - Epoch(train) [39][3400/5005] lr: 2.0884e-02 eta: 2 days, 17:20:19 time: 0.1792 data_time: 0.0024 loss: 1.7988 2023/03/24 18:22:42 - mmengine - INFO - Epoch(train) [39][3500/5005] lr: 2.0884e-02 eta: 2 days, 17:20:03 time: 0.2045 data_time: 0.0023 loss: 1.8435 2023/03/24 18:23:01 - mmengine - INFO - Epoch(train) [39][3600/5005] lr: 2.0884e-02 eta: 2 days, 17:19:46 time: 0.1756 data_time: 0.0024 loss: 1.8528 2023/03/24 18:23:19 - mmengine - INFO - Epoch(train) [39][3700/5005] lr: 2.0884e-02 eta: 2 days, 17:19:29 time: 0.1779 data_time: 0.0023 loss: 1.8495 2023/03/24 18:23:37 - mmengine - INFO - Epoch(train) [39][3800/5005] lr: 2.0884e-02 eta: 2 days, 17:19:10 time: 0.1800 data_time: 0.0026 loss: 1.9871 2023/03/24 18:23:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:23:55 - mmengine - INFO - Epoch(train) [39][3900/5005] lr: 2.0884e-02 eta: 2 days, 17:18:51 time: 0.1800 data_time: 0.0023 loss: 1.8067 2023/03/24 18:24:13 - mmengine - INFO - Epoch(train) [39][4000/5005] lr: 2.0884e-02 eta: 2 days, 17:18:33 time: 0.1808 data_time: 0.0026 loss: 2.0350 2023/03/24 18:24:31 - mmengine - INFO - Epoch(train) [39][4100/5005] lr: 2.0884e-02 eta: 2 days, 17:18:15 time: 0.1788 data_time: 0.0023 loss: 1.8101 2023/03/24 18:24:49 - mmengine - INFO - Epoch(train) [39][4200/5005] lr: 2.0884e-02 eta: 2 days, 17:17:58 time: 0.1769 data_time: 0.0023 loss: 1.8293 2023/03/24 18:25:08 - mmengine - INFO - Epoch(train) [39][4300/5005] lr: 2.0884e-02 eta: 2 days, 17:17:43 time: 0.1814 data_time: 0.0023 loss: 1.9516 2023/03/24 18:25:26 - mmengine - INFO - Epoch(train) [39][4400/5005] lr: 2.0884e-02 eta: 2 days, 17:17:26 time: 0.1788 data_time: 0.0024 loss: 1.8257 2023/03/24 18:25:44 - mmengine - INFO - Epoch(train) [39][4500/5005] lr: 2.0884e-02 eta: 2 days, 17:17:08 time: 0.1791 data_time: 0.0023 loss: 1.8880 2023/03/24 18:26:02 - mmengine - INFO - Epoch(train) [39][4600/5005] lr: 2.0884e-02 eta: 2 days, 17:16:50 time: 0.1765 data_time: 0.0024 loss: 1.7918 2023/03/24 18:26:20 - mmengine - INFO - Epoch(train) [39][4700/5005] lr: 2.0884e-02 eta: 2 days, 17:16:31 time: 0.1787 data_time: 0.0023 loss: 1.8556 2023/03/24 18:26:38 - mmengine - INFO - Epoch(train) [39][4800/5005] lr: 2.0884e-02 eta: 2 days, 17:16:12 time: 0.1783 data_time: 0.0023 loss: 1.8406 2023/03/24 18:26:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:26:56 - mmengine - INFO - Epoch(train) [39][4900/5005] lr: 2.0884e-02 eta: 2 days, 17:15:54 time: 0.1783 data_time: 0.0024 loss: 1.8399 2023/03/24 18:27:14 - mmengine - INFO - Epoch(train) [39][5000/5005] lr: 2.0884e-02 eta: 2 days, 17:15:38 time: 0.1764 data_time: 0.0029 loss: 1.7669 2023/03/24 18:27:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:27:15 - mmengine - INFO - Saving checkpoint at 39 epochs 2023/03/24 18:27:23 - mmengine - INFO - Epoch(val) [39][100/196] eta: 0:00:06 time: 0.0585 data_time: 0.0194 2023/03/24 18:27:53 - mmengine - INFO - Epoch(val) [39][196/196] accuracy/top1: 63.3140 accuracy/top5: 85.2040data_time: 0.0646 time: 0.1005 2023/03/24 18:28:12 - mmengine - INFO - Epoch(train) [40][ 100/5005] lr: 2.0466e-02 eta: 2 days, 17:15:30 time: 0.1797 data_time: 0.0023 loss: 1.7778 2023/03/24 18:28:30 - mmengine - INFO - Epoch(train) [40][ 200/5005] lr: 2.0466e-02 eta: 2 days, 17:15:13 time: 0.1792 data_time: 0.0023 loss: 1.8203 2023/03/24 18:28:48 - mmengine - INFO - Epoch(train) [40][ 300/5005] lr: 2.0466e-02 eta: 2 days, 17:14:55 time: 0.1800 data_time: 0.0024 loss: 1.8017 2023/03/24 18:29:06 - mmengine - INFO - Epoch(train) [40][ 400/5005] lr: 2.0466e-02 eta: 2 days, 17:14:36 time: 0.1767 data_time: 0.0024 loss: 1.7699 2023/03/24 18:29:25 - mmengine - INFO - Epoch(train) [40][ 500/5005] lr: 2.0466e-02 eta: 2 days, 17:14:19 time: 0.1790 data_time: 0.0024 loss: 1.7122 2023/03/24 18:29:43 - mmengine - INFO - Epoch(train) [40][ 600/5005] lr: 2.0466e-02 eta: 2 days, 17:14:00 time: 0.1795 data_time: 0.0024 loss: 1.8651 2023/03/24 18:30:01 - mmengine - INFO - Epoch(train) [40][ 700/5005] lr: 2.0466e-02 eta: 2 days, 17:13:44 time: 0.1908 data_time: 0.0023 loss: 1.7511 2023/03/24 18:30:19 - mmengine - INFO - Epoch(train) [40][ 800/5005] lr: 2.0466e-02 eta: 2 days, 17:13:25 time: 0.1772 data_time: 0.0024 loss: 1.7750 2023/03/24 18:30:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:30:37 - mmengine - INFO - Epoch(train) [40][ 900/5005] lr: 2.0466e-02 eta: 2 days, 17:13:07 time: 0.1788 data_time: 0.0023 loss: 1.9757 2023/03/24 18:30:55 - mmengine - INFO - Epoch(train) [40][1000/5005] lr: 2.0466e-02 eta: 2 days, 17:12:48 time: 0.1778 data_time: 0.0024 loss: 1.8555 2023/03/24 18:31:14 - mmengine - INFO - Epoch(train) [40][1100/5005] lr: 2.0466e-02 eta: 2 days, 17:12:37 time: 0.2066 data_time: 0.0023 loss: 1.9754 2023/03/24 18:31:32 - mmengine - INFO - Epoch(train) [40][1200/5005] lr: 2.0466e-02 eta: 2 days, 17:12:19 time: 0.1774 data_time: 0.0023 loss: 1.8003 2023/03/24 18:31:50 - mmengine - INFO - Epoch(train) [40][1300/5005] lr: 2.0466e-02 eta: 2 days, 17:12:01 time: 0.1817 data_time: 0.0024 loss: 2.0415 2023/03/24 18:32:08 - mmengine - INFO - Epoch(train) [40][1400/5005] lr: 2.0466e-02 eta: 2 days, 17:11:44 time: 0.1779 data_time: 0.0024 loss: 1.7616 2023/03/24 18:32:26 - mmengine - INFO - Epoch(train) [40][1500/5005] lr: 2.0466e-02 eta: 2 days, 17:11:26 time: 0.1787 data_time: 0.0023 loss: 1.9233 2023/03/24 18:32:44 - mmengine - INFO - Epoch(train) [40][1600/5005] lr: 2.0466e-02 eta: 2 days, 17:11:07 time: 0.1796 data_time: 0.0024 loss: 1.7354 2023/03/24 18:33:02 - mmengine - INFO - Epoch(train) [40][1700/5005] lr: 2.0466e-02 eta: 2 days, 17:10:49 time: 0.1777 data_time: 0.0024 loss: 1.8887 2023/03/24 18:33:20 - mmengine - INFO - Epoch(train) [40][1800/5005] lr: 2.0466e-02 eta: 2 days, 17:10:30 time: 0.1791 data_time: 0.0024 loss: 1.7771 2023/03/24 18:33:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:33:39 - mmengine - INFO - Epoch(train) [40][1900/5005] lr: 2.0466e-02 eta: 2 days, 17:10:14 time: 0.2118 data_time: 0.0024 loss: 1.7027 2023/03/24 18:33:57 - mmengine - INFO - Epoch(train) [40][2000/5005] lr: 2.0466e-02 eta: 2 days, 17:10:00 time: 0.1787 data_time: 0.0024 loss: 1.8410 2023/03/24 18:34:16 - mmengine - INFO - Epoch(train) [40][2100/5005] lr: 2.0466e-02 eta: 2 days, 17:09:43 time: 0.1804 data_time: 0.0024 loss: 1.6879 2023/03/24 18:34:34 - mmengine - INFO - Epoch(train) [40][2200/5005] lr: 2.0466e-02 eta: 2 days, 17:09:26 time: 0.1803 data_time: 0.0024 loss: 1.9463 2023/03/24 18:34:52 - mmengine - INFO - Epoch(train) [40][2300/5005] lr: 2.0466e-02 eta: 2 days, 17:09:07 time: 0.1790 data_time: 0.0024 loss: 1.8592 2023/03/24 18:35:10 - mmengine - INFO - Epoch(train) [40][2400/5005] lr: 2.0466e-02 eta: 2 days, 17:08:48 time: 0.1795 data_time: 0.0024 loss: 1.8349 2023/03/24 18:35:28 - mmengine - INFO - Epoch(train) [40][2500/5005] lr: 2.0466e-02 eta: 2 days, 17:08:30 time: 0.1796 data_time: 0.0024 loss: 1.9018 2023/03/24 18:35:46 - mmengine - INFO - Epoch(train) [40][2600/5005] lr: 2.0466e-02 eta: 2 days, 17:08:12 time: 0.1795 data_time: 0.0024 loss: 1.8647 2023/03/24 18:36:04 - mmengine - INFO - Epoch(train) [40][2700/5005] lr: 2.0466e-02 eta: 2 days, 17:07:54 time: 0.1778 data_time: 0.0024 loss: 1.7737 2023/03/24 18:36:22 - mmengine - INFO - Epoch(train) [40][2800/5005] lr: 2.0466e-02 eta: 2 days, 17:07:39 time: 0.1803 data_time: 0.0024 loss: 1.7590 2023/03/24 18:36:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:36:41 - mmengine - INFO - Epoch(train) [40][2900/5005] lr: 2.0466e-02 eta: 2 days, 17:07:24 time: 0.1802 data_time: 0.0023 loss: 1.7726 2023/03/24 18:36:59 - mmengine - INFO - Epoch(train) [40][3000/5005] lr: 2.0466e-02 eta: 2 days, 17:07:08 time: 0.1816 data_time: 0.0024 loss: 1.7585 2023/03/24 18:37:17 - mmengine - INFO - Epoch(train) [40][3100/5005] lr: 2.0466e-02 eta: 2 days, 17:06:50 time: 0.1795 data_time: 0.0024 loss: 1.9769 2023/03/24 18:37:35 - mmengine - INFO - Epoch(train) [40][3200/5005] lr: 2.0466e-02 eta: 2 days, 17:06:31 time: 0.1811 data_time: 0.0024 loss: 1.9159 2023/03/24 18:37:53 - mmengine - INFO - Epoch(train) [40][3300/5005] lr: 2.0466e-02 eta: 2 days, 17:06:13 time: 0.1783 data_time: 0.0024 loss: 1.8469 2023/03/24 18:38:11 - mmengine - INFO - Epoch(train) [40][3400/5005] lr: 2.0466e-02 eta: 2 days, 17:05:54 time: 0.1793 data_time: 0.0024 loss: 1.8770 2023/03/24 18:38:30 - mmengine - INFO - Epoch(train) [40][3500/5005] lr: 2.0466e-02 eta: 2 days, 17:05:39 time: 0.1785 data_time: 0.0024 loss: 1.8559 2023/03/24 18:38:48 - mmengine - INFO - Epoch(train) [40][3600/5005] lr: 2.0466e-02 eta: 2 days, 17:05:20 time: 0.1793 data_time: 0.0024 loss: 1.7649 2023/03/24 18:39:06 - mmengine - INFO - Epoch(train) [40][3700/5005] lr: 2.0466e-02 eta: 2 days, 17:05:02 time: 0.1796 data_time: 0.0024 loss: 1.6326 2023/03/24 18:39:25 - mmengine - INFO - Epoch(train) [40][3800/5005] lr: 2.0466e-02 eta: 2 days, 17:04:50 time: 0.1795 data_time: 0.0024 loss: 1.9293 2023/03/24 18:39:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:39:43 - mmengine - INFO - Epoch(train) [40][3900/5005] lr: 2.0466e-02 eta: 2 days, 17:04:31 time: 0.1793 data_time: 0.0024 loss: 1.9567 2023/03/24 18:40:00 - mmengine - INFO - Epoch(train) [40][4000/5005] lr: 2.0466e-02 eta: 2 days, 17:04:12 time: 0.1791 data_time: 0.0024 loss: 1.7952 2023/03/24 18:40:18 - mmengine - INFO - Epoch(train) [40][4100/5005] lr: 2.0466e-02 eta: 2 days, 17:03:53 time: 0.1782 data_time: 0.0024 loss: 1.7138 2023/03/24 18:40:37 - mmengine - INFO - Epoch(train) [40][4200/5005] lr: 2.0466e-02 eta: 2 days, 17:03:37 time: 0.1779 data_time: 0.0024 loss: 1.6644 2023/03/24 18:40:55 - mmengine - INFO - Epoch(train) [40][4300/5005] lr: 2.0466e-02 eta: 2 days, 17:03:17 time: 0.1779 data_time: 0.0024 loss: 1.7640 2023/03/24 18:41:13 - mmengine - INFO - Epoch(train) [40][4400/5005] lr: 2.0466e-02 eta: 2 days, 17:02:59 time: 0.1789 data_time: 0.0024 loss: 1.8834 2023/03/24 18:41:31 - mmengine - INFO - Epoch(train) [40][4500/5005] lr: 2.0466e-02 eta: 2 days, 17:02:43 time: 0.2038 data_time: 0.0024 loss: 1.6784 2023/03/24 18:41:49 - mmengine - INFO - Epoch(train) [40][4600/5005] lr: 2.0466e-02 eta: 2 days, 17:02:25 time: 0.1782 data_time: 0.0024 loss: 1.8305 2023/03/24 18:42:08 - mmengine - INFO - Epoch(train) [40][4700/5005] lr: 2.0466e-02 eta: 2 days, 17:02:11 time: 0.1788 data_time: 0.0024 loss: 1.7913 2023/03/24 18:42:26 - mmengine - INFO - Epoch(train) [40][4800/5005] lr: 2.0466e-02 eta: 2 days, 17:01:53 time: 0.1799 data_time: 0.0026 loss: 1.9842 2023/03/24 18:42:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:42:44 - mmengine - INFO - Epoch(train) [40][4900/5005] lr: 2.0466e-02 eta: 2 days, 17:01:36 time: 0.1782 data_time: 0.0024 loss: 1.6072 2023/03/24 18:43:02 - mmengine - INFO - Epoch(train) [40][5000/5005] lr: 2.0466e-02 eta: 2 days, 17:01:18 time: 0.1779 data_time: 0.0031 loss: 1.7251 2023/03/24 18:43:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:43:03 - mmengine - INFO - Saving checkpoint at 40 epochs 2023/03/24 18:43:11 - mmengine - INFO - Epoch(val) [40][100/196] eta: 0:00:06 time: 0.0583 data_time: 0.0167 2023/03/24 18:43:41 - mmengine - INFO - Epoch(val) [40][196/196] accuracy/top1: 63.5200 accuracy/top5: 85.3960data_time: 0.0301 time: 0.0665 2023/03/24 18:44:00 - mmengine - INFO - Epoch(train) [41][ 100/5005] lr: 2.0057e-02 eta: 2 days, 17:01:05 time: 0.1776 data_time: 0.0023 loss: 1.8139 2023/03/24 18:44:18 - mmengine - INFO - Epoch(train) [41][ 200/5005] lr: 2.0057e-02 eta: 2 days, 17:00:46 time: 0.1801 data_time: 0.0024 loss: 1.7223 2023/03/24 18:44:36 - mmengine - INFO - Epoch(train) [41][ 300/5005] lr: 2.0057e-02 eta: 2 days, 17:00:27 time: 0.1787 data_time: 0.0023 loss: 1.8581 2023/03/24 18:44:54 - mmengine - INFO - Epoch(train) [41][ 400/5005] lr: 2.0057e-02 eta: 2 days, 17:00:11 time: 0.2057 data_time: 0.0024 loss: 1.8313 2023/03/24 18:45:12 - mmengine - INFO - Epoch(train) [41][ 500/5005] lr: 2.0057e-02 eta: 2 days, 16:59:52 time: 0.1800 data_time: 0.0024 loss: 1.8524 2023/03/24 18:45:30 - mmengine - INFO - Epoch(train) [41][ 600/5005] lr: 2.0057e-02 eta: 2 days, 16:59:35 time: 0.1784 data_time: 0.0023 loss: 1.6799 2023/03/24 18:45:49 - mmengine - INFO - Epoch(train) [41][ 700/5005] lr: 2.0057e-02 eta: 2 days, 16:59:21 time: 0.1786 data_time: 0.0024 loss: 1.7326 2023/03/24 18:46:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:46:07 - mmengine - INFO - Epoch(train) [41][ 800/5005] lr: 2.0057e-02 eta: 2 days, 16:59:03 time: 0.1783 data_time: 0.0024 loss: 1.8424 2023/03/24 18:46:25 - mmengine - INFO - Epoch(train) [41][ 900/5005] lr: 2.0057e-02 eta: 2 days, 16:58:44 time: 0.1778 data_time: 0.0024 loss: 1.8268 2023/03/24 18:46:43 - mmengine - INFO - Epoch(train) [41][1000/5005] lr: 2.0057e-02 eta: 2 days, 16:58:25 time: 0.1797 data_time: 0.0024 loss: 1.9361 2023/03/24 18:47:01 - mmengine - INFO - Epoch(train) [41][1100/5005] lr: 2.0057e-02 eta: 2 days, 16:58:06 time: 0.1794 data_time: 0.0023 loss: 1.8786 2023/03/24 18:47:19 - mmengine - INFO - Epoch(train) [41][1200/5005] lr: 2.0057e-02 eta: 2 days, 16:57:48 time: 0.1805 data_time: 0.0024 loss: 1.8052 2023/03/24 18:47:37 - mmengine - INFO - Epoch(train) [41][1300/5005] lr: 2.0057e-02 eta: 2 days, 16:57:31 time: 0.1789 data_time: 0.0024 loss: 1.7220 2023/03/24 18:47:55 - mmengine - INFO - Epoch(train) [41][1400/5005] lr: 2.0057e-02 eta: 2 days, 16:57:14 time: 0.1793 data_time: 0.0023 loss: 1.6900 2023/03/24 18:48:13 - mmengine - INFO - Epoch(train) [41][1500/5005] lr: 2.0057e-02 eta: 2 days, 16:56:57 time: 0.1779 data_time: 0.0023 loss: 1.7514 2023/03/24 18:48:32 - mmengine - INFO - Epoch(train) [41][1600/5005] lr: 2.0057e-02 eta: 2 days, 16:56:43 time: 0.1793 data_time: 0.0024 loss: 1.8456 2023/03/24 18:48:50 - mmengine - INFO - Epoch(train) [41][1700/5005] lr: 2.0057e-02 eta: 2 days, 16:56:24 time: 0.1790 data_time: 0.0024 loss: 1.9207 2023/03/24 18:49:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:49:08 - mmengine - INFO - Epoch(train) [41][1800/5005] lr: 2.0057e-02 eta: 2 days, 16:56:05 time: 0.1782 data_time: 0.0023 loss: 1.9362 2023/03/24 18:49:26 - mmengine - INFO - Epoch(train) [41][1900/5005] lr: 2.0057e-02 eta: 2 days, 16:55:46 time: 0.1786 data_time: 0.0023 loss: 1.7230 2023/03/24 18:49:44 - mmengine - INFO - Epoch(train) [41][2000/5005] lr: 2.0057e-02 eta: 2 days, 16:55:28 time: 0.1791 data_time: 0.0024 loss: 1.5559 2023/03/24 18:50:02 - mmengine - INFO - Epoch(train) [41][2100/5005] lr: 2.0057e-02 eta: 2 days, 16:55:11 time: 0.1884 data_time: 0.0023 loss: 1.6470 2023/03/24 18:50:20 - mmengine - INFO - Epoch(train) [41][2200/5005] lr: 2.0057e-02 eta: 2 days, 16:54:54 time: 0.1782 data_time: 0.0024 loss: 1.8329 2023/03/24 18:50:38 - mmengine - INFO - Epoch(train) [41][2300/5005] lr: 2.0057e-02 eta: 2 days, 16:54:36 time: 0.1784 data_time: 0.0025 loss: 1.7842 2023/03/24 18:50:56 - mmengine - INFO - Epoch(train) [41][2400/5005] lr: 2.0057e-02 eta: 2 days, 16:54:18 time: 0.1806 data_time: 0.0024 loss: 1.8432 2023/03/24 18:51:15 - mmengine - INFO - Epoch(train) [41][2500/5005] lr: 2.0057e-02 eta: 2 days, 16:54:01 time: 0.1768 data_time: 0.0023 loss: 1.7410 2023/03/24 18:51:33 - mmengine - INFO - Epoch(train) [41][2600/5005] lr: 2.0057e-02 eta: 2 days, 16:53:44 time: 0.1802 data_time: 0.0024 loss: 1.5892 2023/03/24 18:51:51 - mmengine - INFO - Epoch(train) [41][2700/5005] lr: 2.0057e-02 eta: 2 days, 16:53:25 time: 0.1794 data_time: 0.0024 loss: 1.9177 2023/03/24 18:52:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:52:09 - mmengine - INFO - Epoch(train) [41][2800/5005] lr: 2.0057e-02 eta: 2 days, 16:53:07 time: 0.1783 data_time: 0.0024 loss: 1.9916 2023/03/24 18:52:27 - mmengine - INFO - Epoch(train) [41][2900/5005] lr: 2.0057e-02 eta: 2 days, 16:52:49 time: 0.1749 data_time: 0.0024 loss: 1.9211 2023/03/24 18:52:45 - mmengine - INFO - Epoch(train) [41][3000/5005] lr: 2.0057e-02 eta: 2 days, 16:52:33 time: 0.1767 data_time: 0.0024 loss: 1.7739 2023/03/24 18:53:03 - mmengine - INFO - Epoch(train) [41][3100/5005] lr: 2.0057e-02 eta: 2 days, 16:52:14 time: 0.1777 data_time: 0.0024 loss: 1.7142 2023/03/24 18:53:21 - mmengine - INFO - Epoch(train) [41][3200/5005] lr: 2.0057e-02 eta: 2 days, 16:51:56 time: 0.1797 data_time: 0.0024 loss: 1.6783 2023/03/24 18:53:39 - mmengine - INFO - Epoch(train) [41][3300/5005] lr: 2.0057e-02 eta: 2 days, 16:51:39 time: 0.1800 data_time: 0.0024 loss: 1.7739 2023/03/24 18:53:58 - mmengine - INFO - Epoch(train) [41][3400/5005] lr: 2.0057e-02 eta: 2 days, 16:51:21 time: 0.1795 data_time: 0.0024 loss: 1.8376 2023/03/24 18:54:16 - mmengine - INFO - Epoch(train) [41][3500/5005] lr: 2.0057e-02 eta: 2 days, 16:51:05 time: 0.1766 data_time: 0.0024 loss: 1.7131 2023/03/24 18:54:34 - mmengine - INFO - Epoch(train) [41][3600/5005] lr: 2.0057e-02 eta: 2 days, 16:50:48 time: 0.1801 data_time: 0.0023 loss: 1.7742 2023/03/24 18:54:52 - mmengine - INFO - Epoch(train) [41][3700/5005] lr: 2.0057e-02 eta: 2 days, 16:50:30 time: 0.1795 data_time: 0.0024 loss: 1.8686 2023/03/24 18:55:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:55:10 - mmengine - INFO - Epoch(train) [41][3800/5005] lr: 2.0057e-02 eta: 2 days, 16:50:12 time: 0.1934 data_time: 0.0024 loss: 1.7357 2023/03/24 18:55:29 - mmengine - INFO - Epoch(train) [41][3900/5005] lr: 2.0057e-02 eta: 2 days, 16:49:55 time: 0.1788 data_time: 0.0024 loss: 1.7852 2023/03/24 18:55:47 - mmengine - INFO - Epoch(train) [41][4000/5005] lr: 2.0057e-02 eta: 2 days, 16:49:38 time: 0.1793 data_time: 0.0024 loss: 1.7156 2023/03/24 18:56:05 - mmengine - INFO - Epoch(train) [41][4100/5005] lr: 2.0057e-02 eta: 2 days, 16:49:19 time: 0.1784 data_time: 0.0024 loss: 1.8389 2023/03/24 18:56:23 - mmengine - INFO - Epoch(train) [41][4200/5005] lr: 2.0057e-02 eta: 2 days, 16:49:04 time: 0.1994 data_time: 0.0024 loss: 1.7656 2023/03/24 18:56:42 - mmengine - INFO - Epoch(train) [41][4300/5005] lr: 2.0057e-02 eta: 2 days, 16:48:48 time: 0.2031 data_time: 0.0024 loss: 1.8051 2023/03/24 18:57:00 - mmengine - INFO - Epoch(train) [41][4400/5005] lr: 2.0057e-02 eta: 2 days, 16:48:30 time: 0.1791 data_time: 0.0024 loss: 1.8816 2023/03/24 18:57:18 - mmengine - INFO - Epoch(train) [41][4500/5005] lr: 2.0057e-02 eta: 2 days, 16:48:11 time: 0.1798 data_time: 0.0024 loss: 1.8470 2023/03/24 18:57:36 - mmengine - INFO - Epoch(train) [41][4600/5005] lr: 2.0057e-02 eta: 2 days, 16:47:53 time: 0.1802 data_time: 0.0025 loss: 1.8698 2023/03/24 18:57:54 - mmengine - INFO - Epoch(train) [41][4700/5005] lr: 2.0057e-02 eta: 2 days, 16:47:35 time: 0.1778 data_time: 0.0023 loss: 1.7975 2023/03/24 18:58:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:58:12 - mmengine - INFO - Epoch(train) [41][4800/5005] lr: 2.0057e-02 eta: 2 days, 16:47:18 time: 0.1777 data_time: 0.0024 loss: 1.9487 2023/03/24 18:58:30 - mmengine - INFO - Epoch(train) [41][4900/5005] lr: 2.0057e-02 eta: 2 days, 16:47:01 time: 0.1783 data_time: 0.0023 loss: 1.8546 2023/03/24 18:58:48 - mmengine - INFO - Epoch(train) [41][5000/5005] lr: 2.0057e-02 eta: 2 days, 16:46:43 time: 0.1770 data_time: 0.0030 loss: 1.8453 2023/03/24 18:58:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 18:58:50 - mmengine - INFO - Saving checkpoint at 41 epochs 2023/03/24 18:58:57 - mmengine - INFO - Epoch(val) [41][100/196] eta: 0:00:06 time: 0.0593 data_time: 0.0207 2023/03/24 18:59:26 - mmengine - INFO - Epoch(val) [41][196/196] accuracy/top1: 62.7020 accuracy/top5: 84.9560data_time: 0.0626 time: 0.0990 2023/03/24 18:59:46 - mmengine - INFO - Epoch(train) [42][ 100/5005] lr: 1.9655e-02 eta: 2 days, 16:46:31 time: 0.1774 data_time: 0.0024 loss: 1.8692 2023/03/24 19:00:03 - mmengine - INFO - Epoch(train) [42][ 200/5005] lr: 1.9655e-02 eta: 2 days, 16:46:13 time: 0.1798 data_time: 0.0024 loss: 1.7494 2023/03/24 19:00:22 - mmengine - INFO - Epoch(train) [42][ 300/5005] lr: 1.9655e-02 eta: 2 days, 16:45:56 time: 0.1789 data_time: 0.0025 loss: 1.9235 2023/03/24 19:00:40 - mmengine - INFO - Epoch(train) [42][ 400/5005] lr: 1.9655e-02 eta: 2 days, 16:45:36 time: 0.1784 data_time: 0.0024 loss: 1.6584 2023/03/24 19:00:58 - mmengine - INFO - Epoch(train) [42][ 500/5005] lr: 1.9655e-02 eta: 2 days, 16:45:18 time: 0.1783 data_time: 0.0024 loss: 1.7687 2023/03/24 19:01:16 - mmengine - INFO - Epoch(train) [42][ 600/5005] lr: 1.9655e-02 eta: 2 days, 16:45:00 time: 0.1794 data_time: 0.0024 loss: 1.7353 2023/03/24 19:01:34 - mmengine - INFO - Epoch(train) [42][ 700/5005] lr: 1.9655e-02 eta: 2 days, 16:44:43 time: 0.1790 data_time: 0.0024 loss: 1.6452 2023/03/24 19:01:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:01:52 - mmengine - INFO - Epoch(train) [42][ 800/5005] lr: 1.9655e-02 eta: 2 days, 16:44:28 time: 0.1786 data_time: 0.0025 loss: 1.7315 2023/03/24 19:02:10 - mmengine - INFO - Epoch(train) [42][ 900/5005] lr: 1.9655e-02 eta: 2 days, 16:44:09 time: 0.1789 data_time: 0.0024 loss: 1.8164 2023/03/24 19:02:29 - mmengine - INFO - Epoch(train) [42][1000/5005] lr: 1.9655e-02 eta: 2 days, 16:43:53 time: 0.1790 data_time: 0.0024 loss: 1.7438 2023/03/24 19:02:47 - mmengine - INFO - Epoch(train) [42][1100/5005] lr: 1.9655e-02 eta: 2 days, 16:43:34 time: 0.1809 data_time: 0.0025 loss: 1.8043 2023/03/24 19:03:05 - mmengine - INFO - Epoch(train) [42][1200/5005] lr: 1.9655e-02 eta: 2 days, 16:43:16 time: 0.1777 data_time: 0.0024 loss: 1.6454 2023/03/24 19:03:23 - mmengine - INFO - Epoch(train) [42][1300/5005] lr: 1.9655e-02 eta: 2 days, 16:42:58 time: 0.1778 data_time: 0.0024 loss: 1.9309 2023/03/24 19:03:41 - mmengine - INFO - Epoch(train) [42][1400/5005] lr: 1.9655e-02 eta: 2 days, 16:42:40 time: 0.1952 data_time: 0.0024 loss: 1.8011 2023/03/24 19:03:59 - mmengine - INFO - Epoch(train) [42][1500/5005] lr: 1.9655e-02 eta: 2 days, 16:42:22 time: 0.1783 data_time: 0.0024 loss: 1.8088 2023/03/24 19:04:17 - mmengine - INFO - Epoch(train) [42][1600/5005] lr: 1.9655e-02 eta: 2 days, 16:42:05 time: 0.1792 data_time: 0.0024 loss: 1.9459 2023/03/24 19:04:36 - mmengine - INFO - Epoch(train) [42][1700/5005] lr: 1.9655e-02 eta: 2 days, 16:41:49 time: 0.1777 data_time: 0.0024 loss: 1.7032 2023/03/24 19:04:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:04:54 - mmengine - INFO - Epoch(train) [42][1800/5005] lr: 1.9655e-02 eta: 2 days, 16:41:30 time: 0.1803 data_time: 0.0025 loss: 2.0536 2023/03/24 19:05:12 - mmengine - INFO - Epoch(train) [42][1900/5005] lr: 1.9655e-02 eta: 2 days, 16:41:13 time: 0.1800 data_time: 0.0024 loss: 1.8477 2023/03/24 19:05:30 - mmengine - INFO - Epoch(train) [42][2000/5005] lr: 1.9655e-02 eta: 2 days, 16:40:54 time: 0.1793 data_time: 0.0024 loss: 1.7347 2023/03/24 19:05:48 - mmengine - INFO - Epoch(train) [42][2100/5005] lr: 1.9655e-02 eta: 2 days, 16:40:38 time: 0.1908 data_time: 0.0024 loss: 1.6805 2023/03/24 19:06:06 - mmengine - INFO - Epoch(train) [42][2200/5005] lr: 1.9655e-02 eta: 2 days, 16:40:19 time: 0.1795 data_time: 0.0024 loss: 1.8389 2023/03/24 19:06:24 - mmengine - INFO - Epoch(train) [42][2300/5005] lr: 1.9655e-02 eta: 2 days, 16:40:01 time: 0.1795 data_time: 0.0025 loss: 1.7251 2023/03/24 19:06:42 - mmengine - INFO - Epoch(train) [42][2400/5005] lr: 1.9655e-02 eta: 2 days, 16:39:45 time: 0.1993 data_time: 0.0025 loss: 1.7363 2023/03/24 19:07:01 - mmengine - INFO - Epoch(train) [42][2500/5005] lr: 1.9655e-02 eta: 2 days, 16:39:28 time: 0.1807 data_time: 0.0024 loss: 1.7804 2023/03/24 19:07:19 - mmengine - INFO - Epoch(train) [42][2600/5005] lr: 1.9655e-02 eta: 2 days, 16:39:10 time: 0.1808 data_time: 0.0025 loss: 1.9581 2023/03/24 19:07:37 - mmengine - INFO - Epoch(train) [42][2700/5005] lr: 1.9655e-02 eta: 2 days, 16:38:52 time: 0.1778 data_time: 0.0024 loss: 1.6469 2023/03/24 19:07:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:07:55 - mmengine - INFO - Epoch(train) [42][2800/5005] lr: 1.9655e-02 eta: 2 days, 16:38:35 time: 0.1934 data_time: 0.0024 loss: 2.1033 2023/03/24 19:08:13 - mmengine - INFO - Epoch(train) [42][2900/5005] lr: 1.9655e-02 eta: 2 days, 16:38:16 time: 0.1830 data_time: 0.0024 loss: 1.6658 2023/03/24 19:08:31 - mmengine - INFO - Epoch(train) [42][3000/5005] lr: 1.9655e-02 eta: 2 days, 16:37:59 time: 0.1797 data_time: 0.0024 loss: 1.8212 2023/03/24 19:08:49 - mmengine - INFO - Epoch(train) [42][3100/5005] lr: 1.9655e-02 eta: 2 days, 16:37:42 time: 0.1794 data_time: 0.0024 loss: 1.7198 2023/03/24 19:09:08 - mmengine - INFO - Epoch(train) [42][3200/5005] lr: 1.9655e-02 eta: 2 days, 16:37:25 time: 0.1825 data_time: 0.0024 loss: 1.8934 2023/03/24 19:09:26 - mmengine - INFO - Epoch(train) [42][3300/5005] lr: 1.9655e-02 eta: 2 days, 16:37:09 time: 0.2004 data_time: 0.0024 loss: 1.9570 2023/03/24 19:09:44 - mmengine - INFO - Epoch(train) [42][3400/5005] lr: 1.9655e-02 eta: 2 days, 16:36:50 time: 0.1793 data_time: 0.0024 loss: 1.8681 2023/03/24 19:10:02 - mmengine - INFO - Epoch(train) [42][3500/5005] lr: 1.9655e-02 eta: 2 days, 16:36:32 time: 0.1783 data_time: 0.0024 loss: 1.7824 2023/03/24 19:10:20 - mmengine - INFO - Epoch(train) [42][3600/5005] lr: 1.9655e-02 eta: 2 days, 16:36:16 time: 0.1788 data_time: 0.0024 loss: 1.7560 2023/03/24 19:10:38 - mmengine - INFO - Epoch(train) [42][3700/5005] lr: 1.9655e-02 eta: 2 days, 16:35:57 time: 0.1787 data_time: 0.0024 loss: 1.8821 2023/03/24 19:10:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:10:56 - mmengine - INFO - Epoch(train) [42][3800/5005] lr: 1.9655e-02 eta: 2 days, 16:35:39 time: 0.1777 data_time: 0.0025 loss: 1.8222 2023/03/24 19:11:15 - mmengine - INFO - Epoch(train) [42][3900/5005] lr: 1.9655e-02 eta: 2 days, 16:35:22 time: 0.1783 data_time: 0.0025 loss: 1.9006 2023/03/24 19:11:33 - mmengine - INFO - Epoch(train) [42][4000/5005] lr: 1.9655e-02 eta: 2 days, 16:35:04 time: 0.1799 data_time: 0.0024 loss: 1.7958 2023/03/24 19:11:51 - mmengine - INFO - Epoch(train) [42][4100/5005] lr: 1.9655e-02 eta: 2 days, 16:34:45 time: 0.1780 data_time: 0.0024 loss: 1.9938 2023/03/24 19:12:09 - mmengine - INFO - Epoch(train) [42][4200/5005] lr: 1.9655e-02 eta: 2 days, 16:34:30 time: 0.1774 data_time: 0.0024 loss: 1.6749 2023/03/24 19:12:28 - mmengine - INFO - Epoch(train) [42][4300/5005] lr: 1.9655e-02 eta: 2 days, 16:34:13 time: 0.1804 data_time: 0.0024 loss: 1.8113 2023/03/24 19:12:46 - mmengine - INFO - Epoch(train) [42][4400/5005] lr: 1.9655e-02 eta: 2 days, 16:33:55 time: 0.1788 data_time: 0.0024 loss: 1.7848 2023/03/24 19:13:04 - mmengine - INFO - Epoch(train) [42][4500/5005] lr: 1.9655e-02 eta: 2 days, 16:33:38 time: 0.1791 data_time: 0.0024 loss: 1.7703 2023/03/24 19:13:22 - mmengine - INFO - Epoch(train) [42][4600/5005] lr: 1.9655e-02 eta: 2 days, 16:33:20 time: 0.1793 data_time: 0.0024 loss: 1.8973 2023/03/24 19:13:40 - mmengine - INFO - Epoch(train) [42][4700/5005] lr: 1.9655e-02 eta: 2 days, 16:33:01 time: 0.1772 data_time: 0.0024 loss: 1.6819 2023/03/24 19:13:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:13:58 - mmengine - INFO - Epoch(train) [42][4800/5005] lr: 1.9655e-02 eta: 2 days, 16:32:44 time: 0.1776 data_time: 0.0024 loss: 1.6459 2023/03/24 19:14:16 - mmengine - INFO - Epoch(train) [42][4900/5005] lr: 1.9655e-02 eta: 2 days, 16:32:26 time: 0.1771 data_time: 0.0024 loss: 2.0078 2023/03/24 19:14:34 - mmengine - INFO - Epoch(train) [42][5000/5005] lr: 1.9655e-02 eta: 2 days, 16:32:09 time: 0.1845 data_time: 0.0030 loss: 1.7563 2023/03/24 19:14:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:14:36 - mmengine - INFO - Saving checkpoint at 42 epochs 2023/03/24 19:14:43 - mmengine - INFO - Epoch(val) [42][100/196] eta: 0:00:06 time: 0.0586 data_time: 0.0197 2023/03/24 19:15:12 - mmengine - INFO - Epoch(val) [42][196/196] accuracy/top1: 63.7780 accuracy/top5: 85.5140data_time: 0.0651 time: 0.1006 2023/03/24 19:15:32 - mmengine - INFO - Epoch(train) [43][ 100/5005] lr: 1.9262e-02 eta: 2 days, 16:31:58 time: 0.1799 data_time: 0.0024 loss: 1.8862 2023/03/24 19:15:50 - mmengine - INFO - Epoch(train) [43][ 200/5005] lr: 1.9262e-02 eta: 2 days, 16:31:40 time: 0.1973 data_time: 0.0024 loss: 2.0816 2023/03/24 19:16:08 - mmengine - INFO - Epoch(train) [43][ 300/5005] lr: 1.9262e-02 eta: 2 days, 16:31:21 time: 0.1764 data_time: 0.0024 loss: 1.6947 2023/03/24 19:16:26 - mmengine - INFO - Epoch(train) [43][ 400/5005] lr: 1.9262e-02 eta: 2 days, 16:31:03 time: 0.2006 data_time: 0.0024 loss: 1.8030 2023/03/24 19:16:44 - mmengine - INFO - Epoch(train) [43][ 500/5005] lr: 1.9262e-02 eta: 2 days, 16:30:44 time: 0.1776 data_time: 0.0024 loss: 1.8457 2023/03/24 19:17:02 - mmengine - INFO - Epoch(train) [43][ 600/5005] lr: 1.9262e-02 eta: 2 days, 16:30:25 time: 0.1780 data_time: 0.0024 loss: 1.6749 2023/03/24 19:17:20 - mmengine - INFO - Epoch(train) [43][ 700/5005] lr: 1.9262e-02 eta: 2 days, 16:30:08 time: 0.1794 data_time: 0.0024 loss: 1.7243 2023/03/24 19:17:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:17:38 - mmengine - INFO - Epoch(train) [43][ 800/5005] lr: 1.9262e-02 eta: 2 days, 16:29:51 time: 0.1778 data_time: 0.0024 loss: 1.5703 2023/03/24 19:17:56 - mmengine - INFO - Epoch(train) [43][ 900/5005] lr: 1.9262e-02 eta: 2 days, 16:29:34 time: 0.1777 data_time: 0.0024 loss: 1.9029 2023/03/24 19:18:15 - mmengine - INFO - Epoch(train) [43][1000/5005] lr: 1.9262e-02 eta: 2 days, 16:29:18 time: 0.1802 data_time: 0.0024 loss: 1.6535 2023/03/24 19:18:33 - mmengine - INFO - Epoch(train) [43][1100/5005] lr: 1.9262e-02 eta: 2 days, 16:28:59 time: 0.1781 data_time: 0.0024 loss: 1.6721 2023/03/24 19:18:51 - mmengine - INFO - Epoch(train) [43][1200/5005] lr: 1.9262e-02 eta: 2 days, 16:28:40 time: 0.1784 data_time: 0.0025 loss: 1.7120 2023/03/24 19:19:09 - mmengine - INFO - Epoch(train) [43][1300/5005] lr: 1.9262e-02 eta: 2 days, 16:28:21 time: 0.1751 data_time: 0.0024 loss: 1.8080 2023/03/24 19:19:27 - mmengine - INFO - Epoch(train) [43][1400/5005] lr: 1.9262e-02 eta: 2 days, 16:28:03 time: 0.1797 data_time: 0.0024 loss: 1.8742 2023/03/24 19:19:45 - mmengine - INFO - Epoch(train) [43][1500/5005] lr: 1.9262e-02 eta: 2 days, 16:27:44 time: 0.1752 data_time: 0.0024 loss: 1.6683 2023/03/24 19:20:03 - mmengine - INFO - Epoch(train) [43][1600/5005] lr: 1.9262e-02 eta: 2 days, 16:27:28 time: 0.1785 data_time: 0.0024 loss: 1.6739 2023/03/24 19:20:21 - mmengine - INFO - Epoch(train) [43][1700/5005] lr: 1.9262e-02 eta: 2 days, 16:27:11 time: 0.1881 data_time: 0.0025 loss: 1.9255 2023/03/24 19:20:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:20:40 - mmengine - INFO - Epoch(train) [43][1800/5005] lr: 1.9262e-02 eta: 2 days, 16:26:55 time: 0.1793 data_time: 0.0025 loss: 1.8025 2023/03/24 19:20:58 - mmengine - INFO - Epoch(train) [43][1900/5005] lr: 1.9262e-02 eta: 2 days, 16:26:36 time: 0.1781 data_time: 0.0024 loss: 1.8224 2023/03/24 19:21:15 - mmengine - INFO - Epoch(train) [43][2000/5005] lr: 1.9262e-02 eta: 2 days, 16:26:17 time: 0.1793 data_time: 0.0024 loss: 1.6055 2023/03/24 19:21:33 - mmengine - INFO - Epoch(train) [43][2100/5005] lr: 1.9262e-02 eta: 2 days, 16:25:58 time: 0.1789 data_time: 0.0024 loss: 1.9203 2023/03/24 19:21:52 - mmengine - INFO - Epoch(train) [43][2200/5005] lr: 1.9262e-02 eta: 2 days, 16:25:41 time: 0.2056 data_time: 0.0024 loss: 1.8867 2023/03/24 19:22:10 - mmengine - INFO - Epoch(train) [43][2300/5005] lr: 1.9262e-02 eta: 2 days, 16:25:25 time: 0.1990 data_time: 0.0024 loss: 1.7295 2023/03/24 19:22:28 - mmengine - INFO - Epoch(train) [43][2400/5005] lr: 1.9262e-02 eta: 2 days, 16:25:08 time: 0.1763 data_time: 0.0024 loss: 1.8447 2023/03/24 19:22:46 - mmengine - INFO - Epoch(train) [43][2500/5005] lr: 1.9262e-02 eta: 2 days, 16:24:49 time: 0.1773 data_time: 0.0024 loss: 1.7473 2023/03/24 19:23:04 - mmengine - INFO - Epoch(train) [43][2600/5005] lr: 1.9262e-02 eta: 2 days, 16:24:33 time: 0.1766 data_time: 0.0024 loss: 1.9215 2023/03/24 19:23:23 - mmengine - INFO - Epoch(train) [43][2700/5005] lr: 1.9262e-02 eta: 2 days, 16:24:16 time: 0.1777 data_time: 0.0024 loss: 1.6194 2023/03/24 19:23:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:23:41 - mmengine - INFO - Epoch(train) [43][2800/5005] lr: 1.9262e-02 eta: 2 days, 16:23:57 time: 0.1799 data_time: 0.0026 loss: 1.8235 2023/03/24 19:23:59 - mmengine - INFO - Epoch(train) [43][2900/5005] lr: 1.9262e-02 eta: 2 days, 16:23:38 time: 0.1755 data_time: 0.0024 loss: 1.8467 2023/03/24 19:24:17 - mmengine - INFO - Epoch(train) [43][3000/5005] lr: 1.9262e-02 eta: 2 days, 16:23:22 time: 0.1796 data_time: 0.0024 loss: 1.9511 2023/03/24 19:24:35 - mmengine - INFO - Epoch(train) [43][3100/5005] lr: 1.9262e-02 eta: 2 days, 16:23:04 time: 0.1784 data_time: 0.0024 loss: 1.6392 2023/03/24 19:24:53 - mmengine - INFO - Epoch(train) [43][3200/5005] lr: 1.9262e-02 eta: 2 days, 16:22:46 time: 0.1792 data_time: 0.0024 loss: 1.9915 2023/03/24 19:25:11 - mmengine - INFO - Epoch(train) [43][3300/5005] lr: 1.9262e-02 eta: 2 days, 16:22:28 time: 0.1800 data_time: 0.0024 loss: 1.8405 2023/03/24 19:25:29 - mmengine - INFO - Epoch(train) [43][3400/5005] lr: 1.9262e-02 eta: 2 days, 16:22:10 time: 0.1785 data_time: 0.0027 loss: 2.0417 2023/03/24 19:25:48 - mmengine - INFO - Epoch(train) [43][3500/5005] lr: 1.9262e-02 eta: 2 days, 16:21:55 time: 0.2057 data_time: 0.0028 loss: 1.9856 2023/03/24 19:26:06 - mmengine - INFO - Epoch(train) [43][3600/5005] lr: 1.9262e-02 eta: 2 days, 16:21:36 time: 0.1793 data_time: 0.0024 loss: 1.8600 2023/03/24 19:26:24 - mmengine - INFO - Epoch(train) [43][3700/5005] lr: 1.9262e-02 eta: 2 days, 16:21:19 time: 0.1774 data_time: 0.0024 loss: 1.7199 2023/03/24 19:26:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:26:42 - mmengine - INFO - Epoch(train) [43][3800/5005] lr: 1.9262e-02 eta: 2 days, 16:21:01 time: 0.1788 data_time: 0.0025 loss: 1.9374 2023/03/24 19:27:00 - mmengine - INFO - Epoch(train) [43][3900/5005] lr: 1.9262e-02 eta: 2 days, 16:20:43 time: 0.1776 data_time: 0.0024 loss: 2.0071 2023/03/24 19:27:18 - mmengine - INFO - Epoch(train) [43][4000/5005] lr: 1.9262e-02 eta: 2 days, 16:20:24 time: 0.1782 data_time: 0.0025 loss: 1.8024 2023/03/24 19:27:36 - mmengine - INFO - Epoch(train) [43][4100/5005] lr: 1.9262e-02 eta: 2 days, 16:20:06 time: 0.1782 data_time: 0.0025 loss: 1.7767 2023/03/24 19:27:54 - mmengine - INFO - Epoch(train) [43][4200/5005] lr: 1.9262e-02 eta: 2 days, 16:19:49 time: 0.1804 data_time: 0.0024 loss: 1.7510 2023/03/24 19:28:13 - mmengine - INFO - Epoch(train) [43][4300/5005] lr: 1.9262e-02 eta: 2 days, 16:19:31 time: 0.1814 data_time: 0.0024 loss: 1.7812 2023/03/24 19:28:31 - mmengine - INFO - Epoch(train) [43][4400/5005] lr: 1.9262e-02 eta: 2 days, 16:19:16 time: 0.1816 data_time: 0.0024 loss: 1.8954 2023/03/24 19:28:49 - mmengine - INFO - Epoch(train) [43][4500/5005] lr: 1.9262e-02 eta: 2 days, 16:18:58 time: 0.1796 data_time: 0.0024 loss: 1.8585 2023/03/24 19:29:07 - mmengine - INFO - Epoch(train) [43][4600/5005] lr: 1.9262e-02 eta: 2 days, 16:18:40 time: 0.1791 data_time: 0.0025 loss: 1.5095 2023/03/24 19:29:25 - mmengine - INFO - Epoch(train) [43][4700/5005] lr: 1.9262e-02 eta: 2 days, 16:18:21 time: 0.1766 data_time: 0.0024 loss: 1.8238 2023/03/24 19:29:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:29:43 - mmengine - INFO - Epoch(train) [43][4800/5005] lr: 1.9262e-02 eta: 2 days, 16:18:04 time: 0.1795 data_time: 0.0024 loss: 1.7034 2023/03/24 19:30:02 - mmengine - INFO - Epoch(train) [43][4900/5005] lr: 1.9262e-02 eta: 2 days, 16:17:46 time: 0.1802 data_time: 0.0024 loss: 1.9682 2023/03/24 19:30:19 - mmengine - INFO - Epoch(train) [43][5000/5005] lr: 1.9262e-02 eta: 2 days, 16:17:27 time: 0.1755 data_time: 0.0031 loss: 1.9727 2023/03/24 19:30:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:30:21 - mmengine - INFO - Saving checkpoint at 43 epochs 2023/03/24 19:30:28 - mmengine - INFO - Epoch(val) [43][100/196] eta: 0:00:06 time: 0.0626 data_time: 0.0232 2023/03/24 19:30:57 - mmengine - INFO - Epoch(val) [43][196/196] accuracy/top1: 64.2080 accuracy/top5: 85.7880data_time: 0.0581 time: 0.0953 2023/03/24 19:31:17 - mmengine - INFO - Epoch(train) [44][ 100/5005] lr: 1.8877e-02 eta: 2 days, 16:17:16 time: 0.1765 data_time: 0.0024 loss: 1.7254 2023/03/24 19:31:35 - mmengine - INFO - Epoch(train) [44][ 200/5005] lr: 1.8877e-02 eta: 2 days, 16:16:58 time: 0.1789 data_time: 0.0025 loss: 1.8718 2023/03/24 19:31:53 - mmengine - INFO - Epoch(train) [44][ 300/5005] lr: 1.8877e-02 eta: 2 days, 16:16:41 time: 0.1785 data_time: 0.0024 loss: 1.6546 2023/03/24 19:32:11 - mmengine - INFO - Epoch(train) [44][ 400/5005] lr: 1.8877e-02 eta: 2 days, 16:16:23 time: 0.1780 data_time: 0.0025 loss: 1.9786 2023/03/24 19:32:29 - mmengine - INFO - Epoch(train) [44][ 500/5005] lr: 1.8877e-02 eta: 2 days, 16:16:06 time: 0.1795 data_time: 0.0024 loss: 1.6966 2023/03/24 19:32:47 - mmengine - INFO - Epoch(train) [44][ 600/5005] lr: 1.8877e-02 eta: 2 days, 16:15:47 time: 0.1796 data_time: 0.0024 loss: 2.2365 2023/03/24 19:33:05 - mmengine - INFO - Epoch(train) [44][ 700/5005] lr: 1.8877e-02 eta: 2 days, 16:15:30 time: 0.2075 data_time: 0.0024 loss: 1.6997 2023/03/24 19:33:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:33:24 - mmengine - INFO - Epoch(train) [44][ 800/5005] lr: 1.8877e-02 eta: 2 days, 16:15:13 time: 0.1789 data_time: 0.0024 loss: 1.9426 2023/03/24 19:33:42 - mmengine - INFO - Epoch(train) [44][ 900/5005] lr: 1.8877e-02 eta: 2 days, 16:14:56 time: 0.1782 data_time: 0.0024 loss: 2.0128 2023/03/24 19:34:00 - mmengine - INFO - Epoch(train) [44][1000/5005] lr: 1.8877e-02 eta: 2 days, 16:14:38 time: 0.1803 data_time: 0.0024 loss: 1.7275 2023/03/24 19:34:18 - mmengine - INFO - Epoch(train) [44][1100/5005] lr: 1.8877e-02 eta: 2 days, 16:14:19 time: 0.1807 data_time: 0.0024 loss: 2.0317 2023/03/24 19:34:36 - mmengine - INFO - Epoch(train) [44][1200/5005] lr: 1.8877e-02 eta: 2 days, 16:14:03 time: 0.1807 data_time: 0.0024 loss: 1.9578 2023/03/24 19:34:54 - mmengine - INFO - Epoch(train) [44][1300/5005] lr: 1.8877e-02 eta: 2 days, 16:13:46 time: 0.2026 data_time: 0.0024 loss: 1.7650 2023/03/24 19:35:12 - mmengine - INFO - Epoch(train) [44][1400/5005] lr: 1.8877e-02 eta: 2 days, 16:13:27 time: 0.1787 data_time: 0.0024 loss: 1.7409 2023/03/24 19:35:31 - mmengine - INFO - Epoch(train) [44][1500/5005] lr: 1.8877e-02 eta: 2 days, 16:13:11 time: 0.1809 data_time: 0.0024 loss: 1.8266 2023/03/24 19:35:49 - mmengine - INFO - Epoch(train) [44][1600/5005] lr: 1.8877e-02 eta: 2 days, 16:12:54 time: 0.2042 data_time: 0.0024 loss: 1.6243 2023/03/24 19:36:07 - mmengine - INFO - Epoch(train) [44][1700/5005] lr: 1.8877e-02 eta: 2 days, 16:12:36 time: 0.1811 data_time: 0.0024 loss: 1.9304 2023/03/24 19:36:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:36:25 - mmengine - INFO - Epoch(train) [44][1800/5005] lr: 1.8877e-02 eta: 2 days, 16:12:18 time: 0.1778 data_time: 0.0025 loss: 1.7963 2023/03/24 19:36:43 - mmengine - INFO - Epoch(train) [44][1900/5005] lr: 1.8877e-02 eta: 2 days, 16:12:00 time: 0.1776 data_time: 0.0024 loss: 1.6900 2023/03/24 19:37:02 - mmengine - INFO - Epoch(train) [44][2000/5005] lr: 1.8877e-02 eta: 2 days, 16:11:43 time: 0.1799 data_time: 0.0024 loss: 1.7209 2023/03/24 19:37:20 - mmengine - INFO - Epoch(train) [44][2100/5005] lr: 1.8877e-02 eta: 2 days, 16:11:25 time: 0.1782 data_time: 0.0025 loss: 1.7562 2023/03/24 19:37:38 - mmengine - INFO - Epoch(train) [44][2200/5005] lr: 1.8877e-02 eta: 2 days, 16:11:09 time: 0.1794 data_time: 0.0025 loss: 1.7286 2023/03/24 19:37:56 - mmengine - INFO - Epoch(train) [44][2300/5005] lr: 1.8877e-02 eta: 2 days, 16:10:52 time: 0.1801 data_time: 0.0025 loss: 1.7719 2023/03/24 19:38:14 - mmengine - INFO - Epoch(train) [44][2400/5005] lr: 1.8877e-02 eta: 2 days, 16:10:33 time: 0.1787 data_time: 0.0025 loss: 1.6615 2023/03/24 19:38:33 - mmengine - INFO - Epoch(train) [44][2500/5005] lr: 1.8877e-02 eta: 2 days, 16:10:17 time: 0.2014 data_time: 0.0024 loss: 1.7841 2023/03/24 19:38:51 - mmengine - INFO - Epoch(train) [44][2600/5005] lr: 1.8877e-02 eta: 2 days, 16:09:59 time: 0.1794 data_time: 0.0024 loss: 1.7000 2023/03/24 19:39:09 - mmengine - INFO - Epoch(train) [44][2700/5005] lr: 1.8877e-02 eta: 2 days, 16:09:41 time: 0.1814 data_time: 0.0025 loss: 1.5611 2023/03/24 19:39:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:39:27 - mmengine - INFO - Epoch(train) [44][2800/5005] lr: 1.8877e-02 eta: 2 days, 16:09:23 time: 0.1785 data_time: 0.0025 loss: 1.7987 2023/03/24 19:39:45 - mmengine - INFO - Epoch(train) [44][2900/5005] lr: 1.8877e-02 eta: 2 days, 16:09:06 time: 0.1774 data_time: 0.0025 loss: 1.9836 2023/03/24 19:40:03 - mmengine - INFO - Epoch(train) [44][3000/5005] lr: 1.8877e-02 eta: 2 days, 16:08:48 time: 0.1807 data_time: 0.0024 loss: 1.7728 2023/03/24 19:40:21 - mmengine - INFO - Epoch(train) [44][3100/5005] lr: 1.8877e-02 eta: 2 days, 16:08:30 time: 0.1802 data_time: 0.0025 loss: 1.7000 2023/03/24 19:40:40 - mmengine - INFO - Epoch(train) [44][3200/5005] lr: 1.8877e-02 eta: 2 days, 16:08:13 time: 0.1766 data_time: 0.0024 loss: 1.6647 2023/03/24 19:40:57 - mmengine - INFO - Epoch(train) [44][3300/5005] lr: 1.8877e-02 eta: 2 days, 16:07:53 time: 0.1784 data_time: 0.0025 loss: 2.0376 2023/03/24 19:41:16 - mmengine - INFO - Epoch(train) [44][3400/5005] lr: 1.8877e-02 eta: 2 days, 16:07:36 time: 0.1796 data_time: 0.0025 loss: 1.7018 2023/03/24 19:41:34 - mmengine - INFO - Epoch(train) [44][3500/5005] lr: 1.8877e-02 eta: 2 days, 16:07:19 time: 0.1789 data_time: 0.0025 loss: 1.8356 2023/03/24 19:41:52 - mmengine - INFO - Epoch(train) [44][3600/5005] lr: 1.8877e-02 eta: 2 days, 16:07:03 time: 0.1790 data_time: 0.0025 loss: 1.8924 2023/03/24 19:42:10 - mmengine - INFO - Epoch(train) [44][3700/5005] lr: 1.8877e-02 eta: 2 days, 16:06:45 time: 0.1795 data_time: 0.0025 loss: 1.8384 2023/03/24 19:42:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:42:29 - mmengine - INFO - Epoch(train) [44][3800/5005] lr: 1.8877e-02 eta: 2 days, 16:06:28 time: 0.1958 data_time: 0.0024 loss: 1.9270 2023/03/24 19:42:47 - mmengine - INFO - Epoch(train) [44][3900/5005] lr: 1.8877e-02 eta: 2 days, 16:06:09 time: 0.1789 data_time: 0.0025 loss: 1.7847 2023/03/24 19:43:05 - mmengine - INFO - Epoch(train) [44][4000/5005] lr: 1.8877e-02 eta: 2 days, 16:05:51 time: 0.1781 data_time: 0.0025 loss: 1.7316 2023/03/24 19:43:23 - mmengine - INFO - Epoch(train) [44][4100/5005] lr: 1.8877e-02 eta: 2 days, 16:05:34 time: 0.1781 data_time: 0.0024 loss: 1.8877 2023/03/24 19:43:41 - mmengine - INFO - Epoch(train) [44][4200/5005] lr: 1.8877e-02 eta: 2 days, 16:05:16 time: 0.1795 data_time: 0.0025 loss: 1.8219 2023/03/24 19:43:59 - mmengine - INFO - Epoch(train) [44][4300/5005] lr: 1.8877e-02 eta: 2 days, 16:04:59 time: 0.1813 data_time: 0.0025 loss: 2.1889 2023/03/24 19:44:18 - mmengine - INFO - Epoch(train) [44][4400/5005] lr: 1.8877e-02 eta: 2 days, 16:04:44 time: 0.1803 data_time: 0.0024 loss: 1.7243 2023/03/24 19:44:36 - mmengine - INFO - Epoch(train) [44][4500/5005] lr: 1.8877e-02 eta: 2 days, 16:04:26 time: 0.1790 data_time: 0.0024 loss: 1.8337 2023/03/24 19:44:54 - mmengine - INFO - Epoch(train) [44][4600/5005] lr: 1.8877e-02 eta: 2 days, 16:04:07 time: 0.1775 data_time: 0.0024 loss: 1.8901 2023/03/24 19:45:12 - mmengine - INFO - Epoch(train) [44][4700/5005] lr: 1.8877e-02 eta: 2 days, 16:03:50 time: 0.1804 data_time: 0.0025 loss: 2.0097 2023/03/24 19:45:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:45:30 - mmengine - INFO - Epoch(train) [44][4800/5005] lr: 1.8877e-02 eta: 2 days, 16:03:32 time: 0.1790 data_time: 0.0026 loss: 1.7167 2023/03/24 19:45:48 - mmengine - INFO - Epoch(train) [44][4900/5005] lr: 1.8877e-02 eta: 2 days, 16:03:14 time: 0.1790 data_time: 0.0025 loss: 1.5356 2023/03/24 19:46:07 - mmengine - INFO - Epoch(train) [44][5000/5005] lr: 1.8877e-02 eta: 2 days, 16:02:58 time: 0.1784 data_time: 0.0032 loss: 1.8326 2023/03/24 19:46:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:46:08 - mmengine - INFO - Saving checkpoint at 44 epochs 2023/03/24 19:46:16 - mmengine - INFO - Epoch(val) [44][100/196] eta: 0:00:06 time: 0.0584 data_time: 0.0182 2023/03/24 19:46:45 - mmengine - INFO - Epoch(val) [44][196/196] accuracy/top1: 64.3680 accuracy/top5: 85.8440data_time: 0.0627 time: 0.0993 2023/03/24 19:47:04 - mmengine - INFO - Epoch(train) [45][ 100/5005] lr: 1.8499e-02 eta: 2 days, 16:02:45 time: 0.1789 data_time: 0.0025 loss: 1.6749 2023/03/24 19:47:22 - mmengine - INFO - Epoch(train) [45][ 200/5005] lr: 1.8499e-02 eta: 2 days, 16:02:27 time: 0.1791 data_time: 0.0025 loss: 1.7855 2023/03/24 19:47:40 - mmengine - INFO - Epoch(train) [45][ 300/5005] lr: 1.8499e-02 eta: 2 days, 16:02:09 time: 0.1782 data_time: 0.0025 loss: 1.6699 2023/03/24 19:47:59 - mmengine - INFO - Epoch(train) [45][ 400/5005] lr: 1.8499e-02 eta: 2 days, 16:01:52 time: 0.1785 data_time: 0.0025 loss: 1.7865 2023/03/24 19:48:17 - mmengine - INFO - Epoch(train) [45][ 500/5005] lr: 1.8499e-02 eta: 2 days, 16:01:33 time: 0.1804 data_time: 0.0025 loss: 1.8549 2023/03/24 19:48:35 - mmengine - INFO - Epoch(train) [45][ 600/5005] lr: 1.8499e-02 eta: 2 days, 16:01:15 time: 0.1779 data_time: 0.0024 loss: 1.8141 2023/03/24 19:48:53 - mmengine - INFO - Epoch(train) [45][ 700/5005] lr: 1.8499e-02 eta: 2 days, 16:00:58 time: 0.1783 data_time: 0.0025 loss: 1.7210 2023/03/24 19:49:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:49:11 - mmengine - INFO - Epoch(train) [45][ 800/5005] lr: 1.8499e-02 eta: 2 days, 16:00:39 time: 0.1774 data_time: 0.0024 loss: 1.7495 2023/03/24 19:49:30 - mmengine - INFO - Epoch(train) [45][ 900/5005] lr: 1.8499e-02 eta: 2 days, 16:00:25 time: 0.1783 data_time: 0.0024 loss: 1.7008 2023/03/24 19:49:47 - mmengine - INFO - Epoch(train) [45][1000/5005] lr: 1.8499e-02 eta: 2 days, 16:00:06 time: 0.1764 data_time: 0.0024 loss: 1.7871 2023/03/24 19:50:05 - mmengine - INFO - Epoch(train) [45][1100/5005] lr: 1.8499e-02 eta: 2 days, 15:59:47 time: 0.1802 data_time: 0.0025 loss: 1.6719 2023/03/24 19:50:24 - mmengine - INFO - Epoch(train) [45][1200/5005] lr: 1.8499e-02 eta: 2 days, 15:59:32 time: 0.1794 data_time: 0.0025 loss: 1.9610 2023/03/24 19:50:42 - mmengine - INFO - Epoch(train) [45][1300/5005] lr: 1.8499e-02 eta: 2 days, 15:59:13 time: 0.1787 data_time: 0.0026 loss: 1.7476 2023/03/24 19:51:00 - mmengine - INFO - Epoch(train) [45][1400/5005] lr: 1.8499e-02 eta: 2 days, 15:58:54 time: 0.1794 data_time: 0.0025 loss: 1.9440 2023/03/24 19:51:18 - mmengine - INFO - Epoch(train) [45][1500/5005] lr: 1.8499e-02 eta: 2 days, 15:58:36 time: 0.1790 data_time: 0.0025 loss: 1.7721 2023/03/24 19:51:36 - mmengine - INFO - Epoch(train) [45][1600/5005] lr: 1.8499e-02 eta: 2 days, 15:58:20 time: 0.1784 data_time: 0.0026 loss: 1.9409 2023/03/24 19:51:54 - mmengine - INFO - Epoch(train) [45][1700/5005] lr: 1.8499e-02 eta: 2 days, 15:58:02 time: 0.1798 data_time: 0.0024 loss: 1.7613 2023/03/24 19:52:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:52:13 - mmengine - INFO - Epoch(train) [45][1800/5005] lr: 1.8499e-02 eta: 2 days, 15:57:45 time: 0.1796 data_time: 0.0025 loss: 1.6960 2023/03/24 19:52:31 - mmengine - INFO - Epoch(train) [45][1900/5005] lr: 1.8499e-02 eta: 2 days, 15:57:26 time: 0.1796 data_time: 0.0025 loss: 1.8985 2023/03/24 19:52:49 - mmengine - INFO - Epoch(train) [45][2000/5005] lr: 1.8499e-02 eta: 2 days, 15:57:08 time: 0.1794 data_time: 0.0024 loss: 1.6764 2023/03/24 19:53:07 - mmengine - INFO - Epoch(train) [45][2100/5005] lr: 1.8499e-02 eta: 2 days, 15:56:53 time: 0.1800 data_time: 0.0025 loss: 1.6341 2023/03/24 19:53:25 - mmengine - INFO - Epoch(train) [45][2200/5005] lr: 1.8499e-02 eta: 2 days, 15:56:34 time: 0.1798 data_time: 0.0025 loss: 1.6453 2023/03/24 19:53:43 - mmengine - INFO - Epoch(train) [45][2300/5005] lr: 1.8499e-02 eta: 2 days, 15:56:17 time: 0.1803 data_time: 0.0024 loss: 1.9181 2023/03/24 19:54:02 - mmengine - INFO - Epoch(train) [45][2400/5005] lr: 1.8499e-02 eta: 2 days, 15:56:00 time: 0.1780 data_time: 0.0025 loss: 1.7871 2023/03/24 19:54:20 - mmengine - INFO - Epoch(train) [45][2500/5005] lr: 1.8499e-02 eta: 2 days, 15:55:42 time: 0.1784 data_time: 0.0025 loss: 1.7298 2023/03/24 19:54:38 - mmengine - INFO - Epoch(train) [45][2600/5005] lr: 1.8499e-02 eta: 2 days, 15:55:24 time: 0.1939 data_time: 0.0025 loss: 1.7497 2023/03/24 19:54:56 - mmengine - INFO - Epoch(train) [45][2700/5005] lr: 1.8499e-02 eta: 2 days, 15:55:07 time: 0.1788 data_time: 0.0024 loss: 1.9502 2023/03/24 19:55:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:55:14 - mmengine - INFO - Epoch(train) [45][2800/5005] lr: 1.8499e-02 eta: 2 days, 15:54:49 time: 0.1793 data_time: 0.0025 loss: 1.8540 2023/03/24 19:55:32 - mmengine - INFO - Epoch(train) [45][2900/5005] lr: 1.8499e-02 eta: 2 days, 15:54:30 time: 0.1789 data_time: 0.0025 loss: 1.5476 2023/03/24 19:55:51 - mmengine - INFO - Epoch(train) [45][3000/5005] lr: 1.8499e-02 eta: 2 days, 15:54:16 time: 0.1784 data_time: 0.0025 loss: 1.7360 2023/03/24 19:56:09 - mmengine - INFO - Epoch(train) [45][3100/5005] lr: 1.8499e-02 eta: 2 days, 15:53:57 time: 0.1811 data_time: 0.0025 loss: 1.7591 2023/03/24 19:56:27 - mmengine - INFO - Epoch(train) [45][3200/5005] lr: 1.8499e-02 eta: 2 days, 15:53:39 time: 0.1774 data_time: 0.0025 loss: 1.9642 2023/03/24 19:56:45 - mmengine - INFO - Epoch(train) [45][3300/5005] lr: 1.8499e-02 eta: 2 days, 15:53:21 time: 0.1807 data_time: 0.0024 loss: 1.7698 2023/03/24 19:57:03 - mmengine - INFO - Epoch(train) [45][3400/5005] lr: 1.8499e-02 eta: 2 days, 15:53:02 time: 0.1781 data_time: 0.0025 loss: 2.0000 2023/03/24 19:57:21 - mmengine - INFO - Epoch(train) [45][3500/5005] lr: 1.8499e-02 eta: 2 days, 15:52:44 time: 0.1791 data_time: 0.0025 loss: 1.7963 2023/03/24 19:57:39 - mmengine - INFO - Epoch(train) [45][3600/5005] lr: 1.8499e-02 eta: 2 days, 15:52:27 time: 0.1816 data_time: 0.0025 loss: 1.5688 2023/03/24 19:57:58 - mmengine - INFO - Epoch(train) [45][3700/5005] lr: 1.8499e-02 eta: 2 days, 15:52:10 time: 0.1786 data_time: 0.0025 loss: 2.0340 2023/03/24 19:58:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 19:58:16 - mmengine - INFO - Epoch(train) [45][3800/5005] lr: 1.8499e-02 eta: 2 days, 15:51:53 time: 0.1793 data_time: 0.0025 loss: 1.7911 2023/03/24 19:58:34 - mmengine - INFO - Epoch(train) [45][3900/5005] lr: 1.8499e-02 eta: 2 days, 15:51:36 time: 0.1783 data_time: 0.0025 loss: 1.9637 2023/03/24 19:58:52 - mmengine - INFO - Epoch(train) [45][4000/5005] lr: 1.8499e-02 eta: 2 days, 15:51:17 time: 0.1768 data_time: 0.0027 loss: 1.7882 2023/03/24 19:59:10 - mmengine - INFO - Epoch(train) [45][4100/5005] lr: 1.8499e-02 eta: 2 days, 15:50:59 time: 0.1775 data_time: 0.0025 loss: 1.8033 2023/03/24 19:59:28 - mmengine - INFO - Epoch(train) [45][4200/5005] lr: 1.8499e-02 eta: 2 days, 15:50:40 time: 0.1785 data_time: 0.0025 loss: 1.8804 2023/03/24 19:59:46 - mmengine - INFO - Epoch(train) [45][4300/5005] lr: 1.8499e-02 eta: 2 days, 15:50:22 time: 0.1784 data_time: 0.0025 loss: 1.8093 2023/03/24 20:00:04 - mmengine - INFO - Epoch(train) [45][4400/5005] lr: 1.8499e-02 eta: 2 days, 15:50:05 time: 0.1800 data_time: 0.0025 loss: 1.9568 2023/03/24 20:00:23 - mmengine - INFO - Epoch(train) [45][4500/5005] lr: 1.8499e-02 eta: 2 days, 15:49:48 time: 0.1777 data_time: 0.0025 loss: 1.8295 2023/03/24 20:00:41 - mmengine - INFO - Epoch(train) [45][4600/5005] lr: 1.8499e-02 eta: 2 days, 15:49:31 time: 0.2133 data_time: 0.0024 loss: 1.7792 2023/03/24 20:00:59 - mmengine - INFO - Epoch(train) [45][4700/5005] lr: 1.8499e-02 eta: 2 days, 15:49:12 time: 0.1793 data_time: 0.0025 loss: 1.9147 2023/03/24 20:01:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:01:17 - mmengine - INFO - Epoch(train) [45][4800/5005] lr: 1.8499e-02 eta: 2 days, 15:48:55 time: 0.1797 data_time: 0.0025 loss: 1.7550 2023/03/24 20:01:35 - mmengine - INFO - Epoch(train) [45][4900/5005] lr: 1.8499e-02 eta: 2 days, 15:48:37 time: 0.1806 data_time: 0.0025 loss: 1.7048 2023/03/24 20:01:53 - mmengine - INFO - Epoch(train) [45][5000/5005] lr: 1.8499e-02 eta: 2 days, 15:48:19 time: 0.1758 data_time: 0.0032 loss: 1.7597 2023/03/24 20:01:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:01:55 - mmengine - INFO - Saving checkpoint at 45 epochs 2023/03/24 20:02:02 - mmengine - INFO - Epoch(val) [45][100/196] eta: 0:00:06 time: 0.0724 data_time: 0.0349 2023/03/24 20:02:32 - mmengine - INFO - Epoch(val) [45][196/196] accuracy/top1: 64.4700 accuracy/top5: 85.9140data_time: 0.0646 time: 0.1009 2023/03/24 20:02:51 - mmengine - INFO - Epoch(train) [46][ 100/5005] lr: 1.8130e-02 eta: 2 days, 15:48:07 time: 0.1790 data_time: 0.0025 loss: 1.7848 2023/03/24 20:03:09 - mmengine - INFO - Epoch(train) [46][ 200/5005] lr: 1.8130e-02 eta: 2 days, 15:47:50 time: 0.1771 data_time: 0.0025 loss: 1.6499 2023/03/24 20:03:27 - mmengine - INFO - Epoch(train) [46][ 300/5005] lr: 1.8130e-02 eta: 2 days, 15:47:32 time: 0.1805 data_time: 0.0025 loss: 1.8264 2023/03/24 20:03:45 - mmengine - INFO - Epoch(train) [46][ 400/5005] lr: 1.8130e-02 eta: 2 days, 15:47:14 time: 0.1793 data_time: 0.0025 loss: 1.4739 2023/03/24 20:04:03 - mmengine - INFO - Epoch(train) [46][ 500/5005] lr: 1.8130e-02 eta: 2 days, 15:46:55 time: 0.1813 data_time: 0.0025 loss: 1.7835 2023/03/24 20:04:22 - mmengine - INFO - Epoch(train) [46][ 600/5005] lr: 1.8130e-02 eta: 2 days, 15:46:39 time: 0.1793 data_time: 0.0025 loss: 1.8808 2023/03/24 20:04:40 - mmengine - INFO - Epoch(train) [46][ 700/5005] lr: 1.8130e-02 eta: 2 days, 15:46:20 time: 0.1790 data_time: 0.0025 loss: 1.7069 2023/03/24 20:04:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:04:58 - mmengine - INFO - Epoch(train) [46][ 800/5005] lr: 1.8130e-02 eta: 2 days, 15:46:01 time: 0.1799 data_time: 0.0025 loss: 1.8137 2023/03/24 20:05:16 - mmengine - INFO - Epoch(train) [46][ 900/5005] lr: 1.8130e-02 eta: 2 days, 15:45:46 time: 0.1796 data_time: 0.0024 loss: 1.5621 2023/03/24 20:05:34 - mmengine - INFO - Epoch(train) [46][1000/5005] lr: 1.8130e-02 eta: 2 days, 15:45:28 time: 0.1795 data_time: 0.0025 loss: 1.7830 2023/03/24 20:05:52 - mmengine - INFO - Epoch(train) [46][1100/5005] lr: 1.8130e-02 eta: 2 days, 15:45:10 time: 0.1778 data_time: 0.0025 loss: 1.8094 2023/03/24 20:06:10 - mmengine - INFO - Epoch(train) [46][1200/5005] lr: 1.8130e-02 eta: 2 days, 15:44:52 time: 0.1810 data_time: 0.0025 loss: 1.6316 2023/03/24 20:06:28 - mmengine - INFO - Epoch(train) [46][1300/5005] lr: 1.8130e-02 eta: 2 days, 15:44:33 time: 0.1781 data_time: 0.0025 loss: 1.5439 2023/03/24 20:06:47 - mmengine - INFO - Epoch(train) [46][1400/5005] lr: 1.8130e-02 eta: 2 days, 15:44:16 time: 0.2061 data_time: 0.0024 loss: 1.6951 2023/03/24 20:07:05 - mmengine - INFO - Epoch(train) [46][1500/5005] lr: 1.8130e-02 eta: 2 days, 15:44:00 time: 0.2066 data_time: 0.0024 loss: 1.7010 2023/03/24 20:07:23 - mmengine - INFO - Epoch(train) [46][1600/5005] lr: 1.8130e-02 eta: 2 days, 15:43:43 time: 0.1796 data_time: 0.0025 loss: 1.9790 2023/03/24 20:07:41 - mmengine - INFO - Epoch(train) [46][1700/5005] lr: 1.8130e-02 eta: 2 days, 15:43:24 time: 0.1797 data_time: 0.0025 loss: 1.7824 2023/03/24 20:07:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:08:00 - mmengine - INFO - Epoch(train) [46][1800/5005] lr: 1.8130e-02 eta: 2 days, 15:43:07 time: 0.2050 data_time: 0.0025 loss: 1.5852 2023/03/24 20:08:18 - mmengine - INFO - Epoch(train) [46][1900/5005] lr: 1.8130e-02 eta: 2 days, 15:42:48 time: 0.1799 data_time: 0.0025 loss: 1.7735 2023/03/24 20:08:36 - mmengine - INFO - Epoch(train) [46][2000/5005] lr: 1.8130e-02 eta: 2 days, 15:42:30 time: 0.1782 data_time: 0.0028 loss: 2.1147 2023/03/24 20:08:54 - mmengine - INFO - Epoch(train) [46][2100/5005] lr: 1.8130e-02 eta: 2 days, 15:42:12 time: 0.1785 data_time: 0.0025 loss: 1.8561 2023/03/24 20:09:12 - mmengine - INFO - Epoch(train) [46][2200/5005] lr: 1.8130e-02 eta: 2 days, 15:41:54 time: 0.1768 data_time: 0.0025 loss: 1.9380 2023/03/24 20:09:30 - mmengine - INFO - Epoch(train) [46][2300/5005] lr: 1.8130e-02 eta: 2 days, 15:41:38 time: 0.1781 data_time: 0.0025 loss: 1.6397 2023/03/24 20:09:49 - mmengine - INFO - Epoch(train) [46][2400/5005] lr: 1.8130e-02 eta: 2 days, 15:41:21 time: 0.1778 data_time: 0.0025 loss: 1.7322 2023/03/24 20:10:07 - mmengine - INFO - Epoch(train) [46][2500/5005] lr: 1.8130e-02 eta: 2 days, 15:41:03 time: 0.1810 data_time: 0.0025 loss: 1.6991 2023/03/24 20:10:24 - mmengine - INFO - Epoch(train) [46][2600/5005] lr: 1.8130e-02 eta: 2 days, 15:40:44 time: 0.1794 data_time: 0.0025 loss: 1.7177 2023/03/24 20:10:43 - mmengine - INFO - Epoch(train) [46][2700/5005] lr: 1.8130e-02 eta: 2 days, 15:40:28 time: 0.1810 data_time: 0.0025 loss: 1.7367 2023/03/24 20:10:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:11:01 - mmengine - INFO - Epoch(train) [46][2800/5005] lr: 1.8130e-02 eta: 2 days, 15:40:09 time: 0.1796 data_time: 0.0025 loss: 1.6535 2023/03/24 20:11:19 - mmengine - INFO - Epoch(train) [46][2900/5005] lr: 1.8130e-02 eta: 2 days, 15:39:52 time: 0.1954 data_time: 0.0025 loss: 1.6494 2023/03/24 20:11:37 - mmengine - INFO - Epoch(train) [46][3000/5005] lr: 1.8130e-02 eta: 2 days, 15:39:35 time: 0.1779 data_time: 0.0025 loss: 1.8515 2023/03/24 20:11:55 - mmengine - INFO - Epoch(train) [46][3100/5005] lr: 1.8130e-02 eta: 2 days, 15:39:17 time: 0.1791 data_time: 0.0024 loss: 1.8247 2023/03/24 20:12:14 - mmengine - INFO - Epoch(train) [46][3200/5005] lr: 1.8130e-02 eta: 2 days, 15:39:00 time: 0.1803 data_time: 0.0024 loss: 1.9828 2023/03/24 20:12:32 - mmengine - INFO - Epoch(train) [46][3300/5005] lr: 1.8130e-02 eta: 2 days, 15:38:43 time: 0.1794 data_time: 0.0025 loss: 1.6507 2023/03/24 20:12:50 - mmengine - INFO - Epoch(train) [46][3400/5005] lr: 1.8130e-02 eta: 2 days, 15:38:25 time: 0.1788 data_time: 0.0025 loss: 1.8812 2023/03/24 20:13:08 - mmengine - INFO - Epoch(train) [46][3500/5005] lr: 1.8130e-02 eta: 2 days, 15:38:06 time: 0.1770 data_time: 0.0025 loss: 1.9585 2023/03/24 20:13:27 - mmengine - INFO - Epoch(train) [46][3600/5005] lr: 1.8130e-02 eta: 2 days, 15:37:51 time: 0.1808 data_time: 0.0025 loss: 1.6067 2023/03/24 20:13:45 - mmengine - INFO - Epoch(train) [46][3700/5005] lr: 1.8130e-02 eta: 2 days, 15:37:33 time: 0.1791 data_time: 0.0025 loss: 1.6621 2023/03/24 20:13:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:14:03 - mmengine - INFO - Epoch(train) [46][3800/5005] lr: 1.8130e-02 eta: 2 days, 15:37:15 time: 0.1797 data_time: 0.0025 loss: 1.7497 2023/03/24 20:14:21 - mmengine - INFO - Epoch(train) [46][3900/5005] lr: 1.8130e-02 eta: 2 days, 15:36:58 time: 0.1795 data_time: 0.0025 loss: 2.0206 2023/03/24 20:14:39 - mmengine - INFO - Epoch(train) [46][4000/5005] lr: 1.8130e-02 eta: 2 days, 15:36:39 time: 0.1787 data_time: 0.0025 loss: 1.7891 2023/03/24 20:14:57 - mmengine - INFO - Epoch(train) [46][4100/5005] lr: 1.8130e-02 eta: 2 days, 15:36:21 time: 0.2001 data_time: 0.0025 loss: 1.9801 2023/03/24 20:15:15 - mmengine - INFO - Epoch(train) [46][4200/5005] lr: 1.8130e-02 eta: 2 days, 15:36:04 time: 0.1802 data_time: 0.0025 loss: 2.0307 2023/03/24 20:15:34 - mmengine - INFO - Epoch(train) [46][4300/5005] lr: 1.8130e-02 eta: 2 days, 15:35:47 time: 0.1810 data_time: 0.0026 loss: 1.8153 2023/03/24 20:15:52 - mmengine - INFO - Epoch(train) [46][4400/5005] lr: 1.8130e-02 eta: 2 days, 15:35:30 time: 0.1903 data_time: 0.0025 loss: 1.8550 2023/03/24 20:16:10 - mmengine - INFO - Epoch(train) [46][4500/5005] lr: 1.8130e-02 eta: 2 days, 15:35:13 time: 0.1794 data_time: 0.0025 loss: 1.6240 2023/03/24 20:16:28 - mmengine - INFO - Epoch(train) [46][4600/5005] lr: 1.8130e-02 eta: 2 days, 15:34:56 time: 0.1791 data_time: 0.0025 loss: 1.9794 2023/03/24 20:16:46 - mmengine - INFO - Epoch(train) [46][4700/5005] lr: 1.8130e-02 eta: 2 days, 15:34:38 time: 0.1779 data_time: 0.0025 loss: 1.7457 2023/03/24 20:17:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:17:05 - mmengine - INFO - Epoch(train) [46][4800/5005] lr: 1.8130e-02 eta: 2 days, 15:34:19 time: 0.1784 data_time: 0.0025 loss: 1.8800 2023/03/24 20:17:23 - mmengine - INFO - Epoch(train) [46][4900/5005] lr: 1.8130e-02 eta: 2 days, 15:34:02 time: 0.1939 data_time: 0.0025 loss: 1.7808 2023/03/24 20:17:41 - mmengine - INFO - Epoch(train) [46][5000/5005] lr: 1.8130e-02 eta: 2 days, 15:33:44 time: 0.1746 data_time: 0.0031 loss: 1.7465 2023/03/24 20:17:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:17:42 - mmengine - INFO - Saving checkpoint at 46 epochs 2023/03/24 20:17:50 - mmengine - INFO - Epoch(val) [46][100/196] eta: 0:00:06 time: 0.0588 data_time: 0.0182 2023/03/24 20:18:18 - mmengine - INFO - Epoch(val) [46][196/196] accuracy/top1: 64.3340 accuracy/top5: 86.0200data_time: 0.0647 time: 0.1007 2023/03/24 20:18:38 - mmengine - INFO - Epoch(train) [47][ 100/5005] lr: 1.7767e-02 eta: 2 days, 15:33:31 time: 0.1763 data_time: 0.0025 loss: 1.8742 2023/03/24 20:18:56 - mmengine - INFO - Epoch(train) [47][ 200/5005] lr: 1.7767e-02 eta: 2 days, 15:33:12 time: 0.1772 data_time: 0.0025 loss: 1.8028 2023/03/24 20:19:14 - mmengine - INFO - Epoch(train) [47][ 300/5005] lr: 1.7767e-02 eta: 2 days, 15:32:54 time: 0.1749 data_time: 0.0025 loss: 1.9280 2023/03/24 20:19:32 - mmengine - INFO - Epoch(train) [47][ 400/5005] lr: 1.7767e-02 eta: 2 days, 15:32:36 time: 0.1779 data_time: 0.0025 loss: 1.7710 2023/03/24 20:19:50 - mmengine - INFO - Epoch(train) [47][ 500/5005] lr: 1.7767e-02 eta: 2 days, 15:32:20 time: 0.1784 data_time: 0.0025 loss: 1.8372 2023/03/24 20:20:08 - mmengine - INFO - Epoch(train) [47][ 600/5005] lr: 1.7767e-02 eta: 2 days, 15:32:03 time: 0.1773 data_time: 0.0025 loss: 1.6860 2023/03/24 20:20:27 - mmengine - INFO - Epoch(train) [47][ 700/5005] lr: 1.7767e-02 eta: 2 days, 15:31:45 time: 0.1800 data_time: 0.0025 loss: 1.8325 2023/03/24 20:20:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:20:45 - mmengine - INFO - Epoch(train) [47][ 800/5005] lr: 1.7767e-02 eta: 2 days, 15:31:26 time: 0.1788 data_time: 0.0025 loss: 1.6719 2023/03/24 20:21:03 - mmengine - INFO - Epoch(train) [47][ 900/5005] lr: 1.7767e-02 eta: 2 days, 15:31:09 time: 0.1789 data_time: 0.0025 loss: 2.0091 2023/03/24 20:21:21 - mmengine - INFO - Epoch(train) [47][1000/5005] lr: 1.7767e-02 eta: 2 days, 15:30:52 time: 0.1775 data_time: 0.0025 loss: 1.6091 2023/03/24 20:21:39 - mmengine - INFO - Epoch(train) [47][1100/5005] lr: 1.7767e-02 eta: 2 days, 15:30:33 time: 0.1801 data_time: 0.0025 loss: 1.8451 2023/03/24 20:21:57 - mmengine - INFO - Epoch(train) [47][1200/5005] lr: 1.7767e-02 eta: 2 days, 15:30:16 time: 0.1798 data_time: 0.0025 loss: 1.7486 2023/03/24 20:22:16 - mmengine - INFO - Epoch(train) [47][1300/5005] lr: 1.7767e-02 eta: 2 days, 15:29:59 time: 0.1786 data_time: 0.0025 loss: 1.9363 2023/03/24 20:22:34 - mmengine - INFO - Epoch(train) [47][1400/5005] lr: 1.7767e-02 eta: 2 days, 15:29:41 time: 0.1801 data_time: 0.0025 loss: 1.9542 2023/03/24 20:22:52 - mmengine - INFO - Epoch(train) [47][1500/5005] lr: 1.7767e-02 eta: 2 days, 15:29:24 time: 0.1771 data_time: 0.0025 loss: 1.6701 2023/03/24 20:23:10 - mmengine - INFO - Epoch(train) [47][1600/5005] lr: 1.7767e-02 eta: 2 days, 15:29:07 time: 0.1785 data_time: 0.0025 loss: 1.8377 2023/03/24 20:23:28 - mmengine - INFO - Epoch(train) [47][1700/5005] lr: 1.7767e-02 eta: 2 days, 15:28:50 time: 0.1780 data_time: 0.0024 loss: 1.6999 2023/03/24 20:23:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:23:46 - mmengine - INFO - Epoch(train) [47][1800/5005] lr: 1.7767e-02 eta: 2 days, 15:28:31 time: 0.1770 data_time: 0.0025 loss: 1.8047 2023/03/24 20:24:05 - mmengine - INFO - Epoch(train) [47][1900/5005] lr: 1.7767e-02 eta: 2 days, 15:28:14 time: 0.1780 data_time: 0.0025 loss: 1.9076 2023/03/24 20:24:23 - mmengine - INFO - Epoch(train) [47][2000/5005] lr: 1.7767e-02 eta: 2 days, 15:27:55 time: 0.1803 data_time: 0.0025 loss: 1.6902 2023/03/24 20:24:41 - mmengine - INFO - Epoch(train) [47][2100/5005] lr: 1.7767e-02 eta: 2 days, 15:27:38 time: 0.1768 data_time: 0.0025 loss: 1.7337 2023/03/24 20:24:59 - mmengine - INFO - Epoch(train) [47][2200/5005] lr: 1.7767e-02 eta: 2 days, 15:27:20 time: 0.1778 data_time: 0.0025 loss: 1.6534 2023/03/24 20:25:17 - mmengine - INFO - Epoch(train) [47][2300/5005] lr: 1.7767e-02 eta: 2 days, 15:27:04 time: 0.1787 data_time: 0.0025 loss: 1.9434 2023/03/24 20:25:36 - mmengine - INFO - Epoch(train) [47][2400/5005] lr: 1.7767e-02 eta: 2 days, 15:26:47 time: 0.1954 data_time: 0.0025 loss: 1.9069 2023/03/24 20:25:54 - mmengine - INFO - Epoch(train) [47][2500/5005] lr: 1.7767e-02 eta: 2 days, 15:26:28 time: 0.1779 data_time: 0.0025 loss: 1.9131 2023/03/24 20:26:12 - mmengine - INFO - Epoch(train) [47][2600/5005] lr: 1.7767e-02 eta: 2 days, 15:26:10 time: 0.1798 data_time: 0.0025 loss: 1.8169 2023/03/24 20:26:30 - mmengine - INFO - Epoch(train) [47][2700/5005] lr: 1.7767e-02 eta: 2 days, 15:25:52 time: 0.1786 data_time: 0.0025 loss: 2.0495 2023/03/24 20:26:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:26:48 - mmengine - INFO - Epoch(train) [47][2800/5005] lr: 1.7767e-02 eta: 2 days, 15:25:33 time: 0.1780 data_time: 0.0025 loss: 1.6262 2023/03/24 20:27:06 - mmengine - INFO - Epoch(train) [47][2900/5005] lr: 1.7767e-02 eta: 2 days, 15:25:16 time: 0.1792 data_time: 0.0025 loss: 1.5927 2023/03/24 20:27:24 - mmengine - INFO - Epoch(train) [47][3000/5005] lr: 1.7767e-02 eta: 2 days, 15:24:58 time: 0.1793 data_time: 0.0025 loss: 1.7555 2023/03/24 20:27:43 - mmengine - INFO - Epoch(train) [47][3100/5005] lr: 1.7767e-02 eta: 2 days, 15:24:43 time: 0.1804 data_time: 0.0025 loss: 1.7214 2023/03/24 20:28:01 - mmengine - INFO - Epoch(train) [47][3200/5005] lr: 1.7767e-02 eta: 2 days, 15:24:26 time: 0.1805 data_time: 0.0025 loss: 1.8797 2023/03/24 20:28:19 - mmengine - INFO - Epoch(train) [47][3300/5005] lr: 1.7767e-02 eta: 2 days, 15:24:08 time: 0.1803 data_time: 0.0025 loss: 1.6907 2023/03/24 20:28:37 - mmengine - INFO - Epoch(train) [47][3400/5005] lr: 1.7767e-02 eta: 2 days, 15:23:48 time: 0.1803 data_time: 0.0025 loss: 1.9066 2023/03/24 20:28:55 - mmengine - INFO - Epoch(train) [47][3500/5005] lr: 1.7767e-02 eta: 2 days, 15:23:30 time: 0.1795 data_time: 0.0025 loss: 1.6673 2023/03/24 20:29:13 - mmengine - INFO - Epoch(train) [47][3600/5005] lr: 1.7767e-02 eta: 2 days, 15:23:12 time: 0.1962 data_time: 0.0025 loss: 1.7441 2023/03/24 20:29:31 - mmengine - INFO - Epoch(train) [47][3700/5005] lr: 1.7767e-02 eta: 2 days, 15:22:56 time: 0.1782 data_time: 0.0025 loss: 1.7559 2023/03/24 20:29:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:29:50 - mmengine - INFO - Epoch(train) [47][3800/5005] lr: 1.7767e-02 eta: 2 days, 15:22:38 time: 0.1800 data_time: 0.0025 loss: 2.0139 2023/03/24 20:30:08 - mmengine - INFO - Epoch(train) [47][3900/5005] lr: 1.7767e-02 eta: 2 days, 15:22:20 time: 0.1793 data_time: 0.0025 loss: 1.7558 2023/03/24 20:30:26 - mmengine - INFO - Epoch(train) [47][4000/5005] lr: 1.7767e-02 eta: 2 days, 15:22:02 time: 0.1796 data_time: 0.0025 loss: 1.7155 2023/03/24 20:30:44 - mmengine - INFO - Epoch(train) [47][4100/5005] lr: 1.7767e-02 eta: 2 days, 15:21:44 time: 0.1777 data_time: 0.0025 loss: 1.5494 2023/03/24 20:31:02 - mmengine - INFO - Epoch(train) [47][4200/5005] lr: 1.7767e-02 eta: 2 days, 15:21:26 time: 0.1792 data_time: 0.0025 loss: 1.8832 2023/03/24 20:31:20 - mmengine - INFO - Epoch(train) [47][4300/5005] lr: 1.7767e-02 eta: 2 days, 15:21:07 time: 0.1795 data_time: 0.0024 loss: 1.8149 2023/03/24 20:31:38 - mmengine - INFO - Epoch(train) [47][4400/5005] lr: 1.7767e-02 eta: 2 days, 15:20:50 time: 0.1796 data_time: 0.0025 loss: 1.8934 2023/03/24 20:31:57 - mmengine - INFO - Epoch(train) [47][4500/5005] lr: 1.7767e-02 eta: 2 days, 15:20:34 time: 0.2010 data_time: 0.0025 loss: 1.6407 2023/03/24 20:32:15 - mmengine - INFO - Epoch(train) [47][4600/5005] lr: 1.7767e-02 eta: 2 days, 15:20:15 time: 0.1765 data_time: 0.0025 loss: 1.8115 2023/03/24 20:32:33 - mmengine - INFO - Epoch(train) [47][4700/5005] lr: 1.7767e-02 eta: 2 days, 15:19:57 time: 0.1774 data_time: 0.0025 loss: 1.8641 2023/03/24 20:32:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:32:51 - mmengine - INFO - Epoch(train) [47][4800/5005] lr: 1.7767e-02 eta: 2 days, 15:19:38 time: 0.1775 data_time: 0.0025 loss: 1.5963 2023/03/24 20:33:09 - mmengine - INFO - Epoch(train) [47][4900/5005] lr: 1.7767e-02 eta: 2 days, 15:19:21 time: 0.1757 data_time: 0.0025 loss: 1.6294 2023/03/24 20:33:27 - mmengine - INFO - Epoch(train) [47][5000/5005] lr: 1.7767e-02 eta: 2 days, 15:19:03 time: 0.1792 data_time: 0.0033 loss: 1.8457 2023/03/24 20:33:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:33:28 - mmengine - INFO - Saving checkpoint at 47 epochs 2023/03/24 20:33:36 - mmengine - INFO - Epoch(val) [47][100/196] eta: 0:00:06 time: 0.0596 data_time: 0.0214 2023/03/24 20:34:05 - mmengine - INFO - Epoch(val) [47][196/196] accuracy/top1: 64.7780 accuracy/top5: 85.9760data_time: 0.0645 time: 0.1003 2023/03/24 20:34:24 - mmengine - INFO - Epoch(train) [48][ 100/5005] lr: 1.7412e-02 eta: 2 days, 15:18:50 time: 0.1792 data_time: 0.0025 loss: 1.7481 2023/03/24 20:34:42 - mmengine - INFO - Epoch(train) [48][ 200/5005] lr: 1.7412e-02 eta: 2 days, 15:18:31 time: 0.1815 data_time: 0.0025 loss: 1.7623 2023/03/24 20:35:01 - mmengine - INFO - Epoch(train) [48][ 300/5005] lr: 1.7412e-02 eta: 2 days, 15:18:14 time: 0.1803 data_time: 0.0025 loss: 1.9033 2023/03/24 20:35:19 - mmengine - INFO - Epoch(train) [48][ 400/5005] lr: 1.7412e-02 eta: 2 days, 15:17:58 time: 0.1788 data_time: 0.0025 loss: 1.6848 2023/03/24 20:35:37 - mmengine - INFO - Epoch(train) [48][ 500/5005] lr: 1.7412e-02 eta: 2 days, 15:17:41 time: 0.2031 data_time: 0.0025 loss: 2.0163 2023/03/24 20:35:56 - mmengine - INFO - Epoch(train) [48][ 600/5005] lr: 1.7412e-02 eta: 2 days, 15:17:24 time: 0.1810 data_time: 0.0025 loss: 1.8428 2023/03/24 20:36:14 - mmengine - INFO - Epoch(train) [48][ 700/5005] lr: 1.7412e-02 eta: 2 days, 15:17:06 time: 0.1803 data_time: 0.0025 loss: 1.7834 2023/03/24 20:36:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:36:32 - mmengine - INFO - Epoch(train) [48][ 800/5005] lr: 1.7412e-02 eta: 2 days, 15:16:49 time: 0.1797 data_time: 0.0025 loss: 1.6606 2023/03/24 20:36:50 - mmengine - INFO - Epoch(train) [48][ 900/5005] lr: 1.7412e-02 eta: 2 days, 15:16:31 time: 0.1958 data_time: 0.0025 loss: 1.9865 2023/03/24 20:37:08 - mmengine - INFO - Epoch(train) [48][1000/5005] lr: 1.7412e-02 eta: 2 days, 15:16:14 time: 0.1781 data_time: 0.0025 loss: 1.6949 2023/03/24 20:37:26 - mmengine - INFO - Epoch(train) [48][1100/5005] lr: 1.7412e-02 eta: 2 days, 15:15:56 time: 0.1795 data_time: 0.0025 loss: 1.8355 2023/03/24 20:37:44 - mmengine - INFO - Epoch(train) [48][1200/5005] lr: 1.7412e-02 eta: 2 days, 15:15:38 time: 0.1785 data_time: 0.0025 loss: 1.8176 2023/03/24 20:38:03 - mmengine - INFO - Epoch(train) [48][1300/5005] lr: 1.7412e-02 eta: 2 days, 15:15:22 time: 0.1815 data_time: 0.0026 loss: 1.6056 2023/03/24 20:38:21 - mmengine - INFO - Epoch(train) [48][1400/5005] lr: 1.7412e-02 eta: 2 days, 15:15:05 time: 0.1969 data_time: 0.0025 loss: 1.6779 2023/03/24 20:38:40 - mmengine - INFO - Epoch(train) [48][1500/5005] lr: 1.7412e-02 eta: 2 days, 15:14:48 time: 0.1803 data_time: 0.0025 loss: 1.7592 2023/03/24 20:38:58 - mmengine - INFO - Epoch(train) [48][1600/5005] lr: 1.7412e-02 eta: 2 days, 15:14:31 time: 0.1925 data_time: 0.0025 loss: 1.6262 2023/03/24 20:39:16 - mmengine - INFO - Epoch(train) [48][1700/5005] lr: 1.7412e-02 eta: 2 days, 15:14:13 time: 0.1778 data_time: 0.0026 loss: 1.6277 2023/03/24 20:39:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:39:34 - mmengine - INFO - Epoch(train) [48][1800/5005] lr: 1.7412e-02 eta: 2 days, 15:13:55 time: 0.1803 data_time: 0.0027 loss: 1.7123 2023/03/24 20:39:52 - mmengine - INFO - Epoch(train) [48][1900/5005] lr: 1.7412e-02 eta: 2 days, 15:13:36 time: 0.1787 data_time: 0.0025 loss: 1.7489 2023/03/24 20:40:10 - mmengine - INFO - Epoch(train) [48][2000/5005] lr: 1.7412e-02 eta: 2 days, 15:13:19 time: 0.1784 data_time: 0.0025 loss: 1.7535 2023/03/24 20:40:28 - mmengine - INFO - Epoch(train) [48][2100/5005] lr: 1.7412e-02 eta: 2 days, 15:13:02 time: 0.1976 data_time: 0.0025 loss: 1.8271 2023/03/24 20:40:47 - mmengine - INFO - Epoch(train) [48][2200/5005] lr: 1.7412e-02 eta: 2 days, 15:12:46 time: 0.1812 data_time: 0.0025 loss: 1.7609 2023/03/24 20:41:05 - mmengine - INFO - Epoch(train) [48][2300/5005] lr: 1.7412e-02 eta: 2 days, 15:12:29 time: 0.1786 data_time: 0.0026 loss: 1.7524 2023/03/24 20:41:24 - mmengine - INFO - Epoch(train) [48][2400/5005] lr: 1.7412e-02 eta: 2 days, 15:12:12 time: 0.1795 data_time: 0.0025 loss: 1.7630 2023/03/24 20:41:42 - mmengine - INFO - Epoch(train) [48][2500/5005] lr: 1.7412e-02 eta: 2 days, 15:11:54 time: 0.1793 data_time: 0.0025 loss: 1.6186 2023/03/24 20:42:00 - mmengine - INFO - Epoch(train) [48][2600/5005] lr: 1.7412e-02 eta: 2 days, 15:11:35 time: 0.1811 data_time: 0.0026 loss: 1.7918 2023/03/24 20:42:18 - mmengine - INFO - Epoch(train) [48][2700/5005] lr: 1.7412e-02 eta: 2 days, 15:11:18 time: 0.1781 data_time: 0.0027 loss: 1.8124 2023/03/24 20:42:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:42:36 - mmengine - INFO - Epoch(train) [48][2800/5005] lr: 1.7412e-02 eta: 2 days, 15:10:59 time: 0.1786 data_time: 0.0025 loss: 1.6282 2023/03/24 20:42:54 - mmengine - INFO - Epoch(train) [48][2900/5005] lr: 1.7412e-02 eta: 2 days, 15:10:43 time: 0.1824 data_time: 0.0025 loss: 1.7884 2023/03/24 20:43:13 - mmengine - INFO - Epoch(train) [48][3000/5005] lr: 1.7412e-02 eta: 2 days, 15:10:27 time: 0.1791 data_time: 0.0026 loss: 1.9319 2023/03/24 20:43:31 - mmengine - INFO - Epoch(train) [48][3100/5005] lr: 1.7412e-02 eta: 2 days, 15:10:11 time: 0.1790 data_time: 0.0025 loss: 1.9654 2023/03/24 20:43:49 - mmengine - INFO - Epoch(train) [48][3200/5005] lr: 1.7412e-02 eta: 2 days, 15:09:54 time: 0.1794 data_time: 0.0025 loss: 1.7412 2023/03/24 20:44:07 - mmengine - INFO - Epoch(train) [48][3300/5005] lr: 1.7412e-02 eta: 2 days, 15:09:36 time: 0.1793 data_time: 0.0025 loss: 1.9192 2023/03/24 20:44:26 - mmengine - INFO - Epoch(train) [48][3400/5005] lr: 1.7412e-02 eta: 2 days, 15:09:17 time: 0.1792 data_time: 0.0025 loss: 1.5443 2023/03/24 20:44:44 - mmengine - INFO - Epoch(train) [48][3500/5005] lr: 1.7412e-02 eta: 2 days, 15:09:00 time: 0.1795 data_time: 0.0025 loss: 2.1241 2023/03/24 20:45:02 - mmengine - INFO - Epoch(train) [48][3600/5005] lr: 1.7412e-02 eta: 2 days, 15:08:43 time: 0.1806 data_time: 0.0025 loss: 1.6858 2023/03/24 20:45:20 - mmengine - INFO - Epoch(train) [48][3700/5005] lr: 1.7412e-02 eta: 2 days, 15:08:26 time: 0.1785 data_time: 0.0025 loss: 1.7524 2023/03/24 20:45:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:45:39 - mmengine - INFO - Epoch(train) [48][3800/5005] lr: 1.7412e-02 eta: 2 days, 15:08:09 time: 0.1797 data_time: 0.0025 loss: 1.6485 2023/03/24 20:45:57 - mmengine - INFO - Epoch(train) [48][3900/5005] lr: 1.7412e-02 eta: 2 days, 15:07:52 time: 0.1784 data_time: 0.0025 loss: 1.6596 2023/03/24 20:46:15 - mmengine - INFO - Epoch(train) [48][4000/5005] lr: 1.7412e-02 eta: 2 days, 15:07:35 time: 0.1776 data_time: 0.0025 loss: 1.6333 2023/03/24 20:46:34 - mmengine - INFO - Epoch(train) [48][4100/5005] lr: 1.7412e-02 eta: 2 days, 15:07:18 time: 0.1797 data_time: 0.0025 loss: 1.9381 2023/03/24 20:46:52 - mmengine - INFO - Epoch(train) [48][4200/5005] lr: 1.7412e-02 eta: 2 days, 15:07:00 time: 0.1812 data_time: 0.0025 loss: 1.8706 2023/03/24 20:47:10 - mmengine - INFO - Epoch(train) [48][4300/5005] lr: 1.7412e-02 eta: 2 days, 15:06:44 time: 0.1815 data_time: 0.0025 loss: 1.9536 2023/03/24 20:47:28 - mmengine - INFO - Epoch(train) [48][4400/5005] lr: 1.7412e-02 eta: 2 days, 15:06:27 time: 0.1794 data_time: 0.0026 loss: 1.8766 2023/03/24 20:47:46 - mmengine - INFO - Epoch(train) [48][4500/5005] lr: 1.7412e-02 eta: 2 days, 15:06:08 time: 0.1781 data_time: 0.0025 loss: 1.6892 2023/03/24 20:48:04 - mmengine - INFO - Epoch(train) [48][4600/5005] lr: 1.7412e-02 eta: 2 days, 15:05:50 time: 0.1802 data_time: 0.0025 loss: 1.6392 2023/03/24 20:48:23 - mmengine - INFO - Epoch(train) [48][4700/5005] lr: 1.7412e-02 eta: 2 days, 15:05:33 time: 0.1804 data_time: 0.0025 loss: 1.8441 2023/03/24 20:48:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:48:41 - mmengine - INFO - Epoch(train) [48][4800/5005] lr: 1.7412e-02 eta: 2 days, 15:05:17 time: 0.1764 data_time: 0.0025 loss: 1.7161 2023/03/24 20:49:00 - mmengine - INFO - Epoch(train) [48][4900/5005] lr: 1.7412e-02 eta: 2 days, 15:05:01 time: 0.1805 data_time: 0.0025 loss: 1.8191 2023/03/24 20:49:18 - mmengine - INFO - Epoch(train) [48][5000/5005] lr: 1.7412e-02 eta: 2 days, 15:04:44 time: 0.1762 data_time: 0.0032 loss: 1.7414 2023/03/24 20:49:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:49:19 - mmengine - INFO - Saving checkpoint at 48 epochs 2023/03/24 20:49:27 - mmengine - INFO - Epoch(val) [48][100/196] eta: 0:00:06 time: 0.0595 data_time: 0.0215 2023/03/24 20:49:56 - mmengine - INFO - Epoch(val) [48][196/196] accuracy/top1: 64.6620 accuracy/top5: 85.8120data_time: 0.0633 time: 0.1015 2023/03/24 20:50:16 - mmengine - INFO - Epoch(train) [49][ 100/5005] lr: 1.7063e-02 eta: 2 days, 15:04:31 time: 0.1796 data_time: 0.0025 loss: 1.5233 2023/03/24 20:50:34 - mmengine - INFO - Epoch(train) [49][ 200/5005] lr: 1.7063e-02 eta: 2 days, 15:04:13 time: 0.1782 data_time: 0.0026 loss: 1.7989 2023/03/24 20:50:52 - mmengine - INFO - Epoch(train) [49][ 300/5005] lr: 1.7063e-02 eta: 2 days, 15:03:55 time: 0.1798 data_time: 0.0025 loss: 1.9348 2023/03/24 20:51:10 - mmengine - INFO - Epoch(train) [49][ 400/5005] lr: 1.7063e-02 eta: 2 days, 15:03:37 time: 0.1787 data_time: 0.0026 loss: 1.9138 2023/03/24 20:51:28 - mmengine - INFO - Epoch(train) [49][ 500/5005] lr: 1.7063e-02 eta: 2 days, 15:03:18 time: 0.1809 data_time: 0.0027 loss: 1.7069 2023/03/24 20:51:46 - mmengine - INFO - Epoch(train) [49][ 600/5005] lr: 1.7063e-02 eta: 2 days, 15:03:00 time: 0.1799 data_time: 0.0025 loss: 1.7719 2023/03/24 20:52:05 - mmengine - INFO - Epoch(train) [49][ 700/5005] lr: 1.7063e-02 eta: 2 days, 15:02:45 time: 0.2170 data_time: 0.0026 loss: 2.0223 2023/03/24 20:52:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:52:23 - mmengine - INFO - Epoch(train) [49][ 800/5005] lr: 1.7063e-02 eta: 2 days, 15:02:28 time: 0.1952 data_time: 0.0025 loss: 1.8406 2023/03/24 20:52:41 - mmengine - INFO - Epoch(train) [49][ 900/5005] lr: 1.7063e-02 eta: 2 days, 15:02:09 time: 0.1803 data_time: 0.0025 loss: 1.6528 2023/03/24 20:52:59 - mmengine - INFO - Epoch(train) [49][1000/5005] lr: 1.7063e-02 eta: 2 days, 15:01:53 time: 0.1810 data_time: 0.0026 loss: 1.6809 2023/03/24 20:53:17 - mmengine - INFO - Epoch(train) [49][1100/5005] lr: 1.7063e-02 eta: 2 days, 15:01:35 time: 0.1786 data_time: 0.0026 loss: 1.8212 2023/03/24 20:53:36 - mmengine - INFO - Epoch(train) [49][1200/5005] lr: 1.7063e-02 eta: 2 days, 15:01:17 time: 0.1785 data_time: 0.0025 loss: 1.7518 2023/03/24 20:53:54 - mmengine - INFO - Epoch(train) [49][1300/5005] lr: 1.7063e-02 eta: 2 days, 15:00:59 time: 0.1806 data_time: 0.0025 loss: 1.6846 2023/03/24 20:54:12 - mmengine - INFO - Epoch(train) [49][1400/5005] lr: 1.7063e-02 eta: 2 days, 15:00:41 time: 0.1784 data_time: 0.0025 loss: 1.7085 2023/03/24 20:54:30 - mmengine - INFO - Epoch(train) [49][1500/5005] lr: 1.7063e-02 eta: 2 days, 15:00:23 time: 0.1788 data_time: 0.0025 loss: 1.8091 2023/03/24 20:54:48 - mmengine - INFO - Epoch(train) [49][1600/5005] lr: 1.7063e-02 eta: 2 days, 15:00:07 time: 0.1796 data_time: 0.0025 loss: 1.7611 2023/03/24 20:55:07 - mmengine - INFO - Epoch(train) [49][1700/5005] lr: 1.7063e-02 eta: 2 days, 14:59:50 time: 0.1805 data_time: 0.0025 loss: 1.9480 2023/03/24 20:55:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:55:25 - mmengine - INFO - Epoch(train) [49][1800/5005] lr: 1.7063e-02 eta: 2 days, 14:59:32 time: 0.1801 data_time: 0.0025 loss: 1.8063 2023/03/24 20:55:43 - mmengine - INFO - Epoch(train) [49][1900/5005] lr: 1.7063e-02 eta: 2 days, 14:59:16 time: 0.2055 data_time: 0.0025 loss: 1.9079 2023/03/24 20:56:01 - mmengine - INFO - Epoch(train) [49][2000/5005] lr: 1.7063e-02 eta: 2 days, 14:58:58 time: 0.1785 data_time: 0.0026 loss: 1.8792 2023/03/24 20:56:20 - mmengine - INFO - Epoch(train) [49][2100/5005] lr: 1.7063e-02 eta: 2 days, 14:58:41 time: 0.1804 data_time: 0.0026 loss: 1.6846 2023/03/24 20:56:38 - mmengine - INFO - Epoch(train) [49][2200/5005] lr: 1.7063e-02 eta: 2 days, 14:58:23 time: 0.1798 data_time: 0.0028 loss: 1.8777 2023/03/24 20:56:56 - mmengine - INFO - Epoch(train) [49][2300/5005] lr: 1.7063e-02 eta: 2 days, 14:58:05 time: 0.1797 data_time: 0.0025 loss: 1.8365 2023/03/24 20:57:14 - mmengine - INFO - Epoch(train) [49][2400/5005] lr: 1.7063e-02 eta: 2 days, 14:57:48 time: 0.1789 data_time: 0.0025 loss: 1.6658 2023/03/24 20:57:32 - mmengine - INFO - Epoch(train) [49][2500/5005] lr: 1.7063e-02 eta: 2 days, 14:57:30 time: 0.1906 data_time: 0.0030 loss: 1.8057 2023/03/24 20:57:50 - mmengine - INFO - Epoch(train) [49][2600/5005] lr: 1.7063e-02 eta: 2 days, 14:57:12 time: 0.1800 data_time: 0.0026 loss: 1.7259 2023/03/24 20:58:09 - mmengine - INFO - Epoch(train) [49][2700/5005] lr: 1.7063e-02 eta: 2 days, 14:56:54 time: 0.1791 data_time: 0.0025 loss: 1.7028 2023/03/24 20:58:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 20:58:27 - mmengine - INFO - Epoch(train) [49][2800/5005] lr: 1.7063e-02 eta: 2 days, 14:56:38 time: 0.1799 data_time: 0.0025 loss: 1.9164 2023/03/24 20:58:45 - mmengine - INFO - Epoch(train) [49][2900/5005] lr: 1.7063e-02 eta: 2 days, 14:56:22 time: 0.1769 data_time: 0.0025 loss: 1.6105 2023/03/24 20:59:03 - mmengine - INFO - Epoch(train) [49][3000/5005] lr: 1.7063e-02 eta: 2 days, 14:56:03 time: 0.1779 data_time: 0.0025 loss: 1.7132 2023/03/24 20:59:22 - mmengine - INFO - Epoch(train) [49][3100/5005] lr: 1.7063e-02 eta: 2 days, 14:55:45 time: 0.1801 data_time: 0.0026 loss: 1.8570 2023/03/24 20:59:40 - mmengine - INFO - Epoch(train) [49][3200/5005] lr: 1.7063e-02 eta: 2 days, 14:55:27 time: 0.1795 data_time: 0.0025 loss: 1.7790 2023/03/24 20:59:58 - mmengine - INFO - Epoch(train) [49][3300/5005] lr: 1.7063e-02 eta: 2 days, 14:55:10 time: 0.1775 data_time: 0.0026 loss: 2.0071 2023/03/24 21:00:16 - mmengine - INFO - Epoch(train) [49][3400/5005] lr: 1.7063e-02 eta: 2 days, 14:54:51 time: 0.1780 data_time: 0.0025 loss: 1.9833 2023/03/24 21:00:34 - mmengine - INFO - Epoch(train) [49][3500/5005] lr: 1.7063e-02 eta: 2 days, 14:54:35 time: 0.1788 data_time: 0.0025 loss: 1.8760 2023/03/24 21:00:53 - mmengine - INFO - Epoch(train) [49][3600/5005] lr: 1.7063e-02 eta: 2 days, 14:54:19 time: 0.2001 data_time: 0.0025 loss: 1.7100 2023/03/24 21:01:11 - mmengine - INFO - Epoch(train) [49][3700/5005] lr: 1.7063e-02 eta: 2 days, 14:54:01 time: 0.1798 data_time: 0.0025 loss: 1.7139 2023/03/24 21:01:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:01:29 - mmengine - INFO - Epoch(train) [49][3800/5005] lr: 1.7063e-02 eta: 2 days, 14:53:45 time: 0.1759 data_time: 0.0025 loss: 1.7164 2023/03/24 21:01:47 - mmengine - INFO - Epoch(train) [49][3900/5005] lr: 1.7063e-02 eta: 2 days, 14:53:26 time: 0.1784 data_time: 0.0025 loss: 1.8923 2023/03/24 21:02:05 - mmengine - INFO - Epoch(train) [49][4000/5005] lr: 1.7063e-02 eta: 2 days, 14:53:08 time: 0.1794 data_time: 0.0026 loss: 1.8563 2023/03/24 21:02:24 - mmengine - INFO - Epoch(train) [49][4100/5005] lr: 1.7063e-02 eta: 2 days, 14:52:50 time: 0.1812 data_time: 0.0026 loss: 1.7061 2023/03/24 21:02:42 - mmengine - INFO - Epoch(train) [49][4200/5005] lr: 1.7063e-02 eta: 2 days, 14:52:34 time: 0.1809 data_time: 0.0026 loss: 1.7814 2023/03/24 21:03:00 - mmengine - INFO - Epoch(train) [49][4300/5005] lr: 1.7063e-02 eta: 2 days, 14:52:16 time: 0.1777 data_time: 0.0026 loss: 1.7215 2023/03/24 21:03:18 - mmengine - INFO - Epoch(train) [49][4400/5005] lr: 1.7063e-02 eta: 2 days, 14:51:59 time: 0.1803 data_time: 0.0025 loss: 1.7479 2023/03/24 21:03:37 - mmengine - INFO - Epoch(train) [49][4500/5005] lr: 1.7063e-02 eta: 2 days, 14:51:42 time: 0.1811 data_time: 0.0026 loss: 1.9014 2023/03/24 21:03:55 - mmengine - INFO - Epoch(train) [49][4600/5005] lr: 1.7063e-02 eta: 2 days, 14:51:26 time: 0.1809 data_time: 0.0025 loss: 1.8871 2023/03/24 21:04:13 - mmengine - INFO - Epoch(train) [49][4700/5005] lr: 1.7063e-02 eta: 2 days, 14:51:08 time: 0.1795 data_time: 0.0026 loss: 1.9453 2023/03/24 21:04:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:04:32 - mmengine - INFO - Epoch(train) [49][4800/5005] lr: 1.7063e-02 eta: 2 days, 14:50:50 time: 0.1798 data_time: 0.0025 loss: 1.7546 2023/03/24 21:04:50 - mmengine - INFO - Epoch(train) [49][4900/5005] lr: 1.7063e-02 eta: 2 days, 14:50:33 time: 0.1960 data_time: 0.0025 loss: 1.6238 2023/03/24 21:05:08 - mmengine - INFO - Epoch(train) [49][5000/5005] lr: 1.7063e-02 eta: 2 days, 14:50:15 time: 0.1753 data_time: 0.0032 loss: 1.7241 2023/03/24 21:05:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:05:09 - mmengine - INFO - Saving checkpoint at 49 epochs 2023/03/24 21:05:17 - mmengine - INFO - Epoch(val) [49][100/196] eta: 0:00:06 time: 0.0602 data_time: 0.0212 2023/03/24 21:05:47 - mmengine - INFO - Epoch(val) [49][196/196] accuracy/top1: 65.1460 accuracy/top5: 86.0220data_time: 0.0663 time: 0.1018 2023/03/24 21:06:06 - mmengine - INFO - Epoch(train) [50][ 100/5005] lr: 1.6722e-02 eta: 2 days, 14:50:04 time: 0.1791 data_time: 0.0026 loss: 1.8338 2023/03/24 21:06:24 - mmengine - INFO - Epoch(train) [50][ 200/5005] lr: 1.6722e-02 eta: 2 days, 14:49:46 time: 0.1780 data_time: 0.0025 loss: 1.6511 2023/03/24 21:06:43 - mmengine - INFO - Epoch(train) [50][ 300/5005] lr: 1.6722e-02 eta: 2 days, 14:49:29 time: 0.1806 data_time: 0.0026 loss: 1.5972 2023/03/24 21:07:01 - mmengine - INFO - Epoch(train) [50][ 400/5005] lr: 1.6722e-02 eta: 2 days, 14:49:11 time: 0.1808 data_time: 0.0026 loss: 1.6460 2023/03/24 21:07:19 - mmengine - INFO - Epoch(train) [50][ 500/5005] lr: 1.6722e-02 eta: 2 days, 14:48:54 time: 0.1778 data_time: 0.0026 loss: 1.8481 2023/03/24 21:07:37 - mmengine - INFO - Epoch(train) [50][ 600/5005] lr: 1.6722e-02 eta: 2 days, 14:48:36 time: 0.1790 data_time: 0.0025 loss: 1.6139 2023/03/24 21:07:55 - mmengine - INFO - Epoch(train) [50][ 700/5005] lr: 1.6722e-02 eta: 2 days, 14:48:18 time: 0.1797 data_time: 0.0025 loss: 1.6525 2023/03/24 21:08:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:08:13 - mmengine - INFO - Epoch(train) [50][ 800/5005] lr: 1.6722e-02 eta: 2 days, 14:47:59 time: 0.1786 data_time: 0.0026 loss: 1.7176 2023/03/24 21:08:32 - mmengine - INFO - Epoch(train) [50][ 900/5005] lr: 1.6722e-02 eta: 2 days, 14:47:43 time: 0.1812 data_time: 0.0026 loss: 1.7906 2023/03/24 21:08:50 - mmengine - INFO - Epoch(train) [50][1000/5005] lr: 1.6722e-02 eta: 2 days, 14:47:24 time: 0.1801 data_time: 0.0025 loss: 2.0120 2023/03/24 21:09:08 - mmengine - INFO - Epoch(train) [50][1100/5005] lr: 1.6722e-02 eta: 2 days, 14:47:06 time: 0.1765 data_time: 0.0026 loss: 1.8177 2023/03/24 21:09:26 - mmengine - INFO - Epoch(train) [50][1200/5005] lr: 1.6722e-02 eta: 2 days, 14:46:49 time: 0.1770 data_time: 0.0026 loss: 1.5923 2023/03/24 21:09:44 - mmengine - INFO - Epoch(train) [50][1300/5005] lr: 1.6722e-02 eta: 2 days, 14:46:30 time: 0.1775 data_time: 0.0025 loss: 1.6226 2023/03/24 21:10:03 - mmengine - INFO - Epoch(train) [50][1400/5005] lr: 1.6722e-02 eta: 2 days, 14:46:15 time: 0.1810 data_time: 0.0026 loss: 1.5850 2023/03/24 21:10:21 - mmengine - INFO - Epoch(train) [50][1500/5005] lr: 1.6722e-02 eta: 2 days, 14:45:57 time: 0.1796 data_time: 0.0025 loss: 1.8727 2023/03/24 21:10:39 - mmengine - INFO - Epoch(train) [50][1600/5005] lr: 1.6722e-02 eta: 2 days, 14:45:39 time: 0.1762 data_time: 0.0026 loss: 1.6842 2023/03/24 21:10:57 - mmengine - INFO - Epoch(train) [50][1700/5005] lr: 1.6722e-02 eta: 2 days, 14:45:21 time: 0.1782 data_time: 0.0025 loss: 1.6569 2023/03/24 21:11:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:11:15 - mmengine - INFO - Epoch(train) [50][1800/5005] lr: 1.6722e-02 eta: 2 days, 14:45:03 time: 0.1805 data_time: 0.0026 loss: 1.6388 2023/03/24 21:11:33 - mmengine - INFO - Epoch(train) [50][1900/5005] lr: 1.6722e-02 eta: 2 days, 14:44:45 time: 0.1779 data_time: 0.0026 loss: 1.7278 2023/03/24 21:11:51 - mmengine - INFO - Epoch(train) [50][2000/5005] lr: 1.6722e-02 eta: 2 days, 14:44:26 time: 0.1785 data_time: 0.0026 loss: 1.8361 2023/03/24 21:12:10 - mmengine - INFO - Epoch(train) [50][2100/5005] lr: 1.6722e-02 eta: 2 days, 14:44:10 time: 0.2038 data_time: 0.0026 loss: 1.8286 2023/03/24 21:12:28 - mmengine - INFO - Epoch(train) [50][2200/5005] lr: 1.6722e-02 eta: 2 days, 14:43:51 time: 0.1808 data_time: 0.0025 loss: 1.7015 2023/03/24 21:12:46 - mmengine - INFO - Epoch(train) [50][2300/5005] lr: 1.6722e-02 eta: 2 days, 14:43:36 time: 0.1765 data_time: 0.0026 loss: 1.6544 2023/03/24 21:13:04 - mmengine - INFO - Epoch(train) [50][2400/5005] lr: 1.6722e-02 eta: 2 days, 14:43:18 time: 0.1803 data_time: 0.0025 loss: 1.6473 2023/03/24 21:13:22 - mmengine - INFO - Epoch(train) [50][2500/5005] lr: 1.6722e-02 eta: 2 days, 14:42:59 time: 0.1807 data_time: 0.0025 loss: 2.0069 2023/03/24 21:13:40 - mmengine - INFO - Epoch(train) [50][2600/5005] lr: 1.6722e-02 eta: 2 days, 14:42:41 time: 0.1788 data_time: 0.0026 loss: 1.7390 2023/03/24 21:13:59 - mmengine - INFO - Epoch(train) [50][2700/5005] lr: 1.6722e-02 eta: 2 days, 14:42:23 time: 0.1795 data_time: 0.0027 loss: 1.8879 2023/03/24 21:14:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:14:17 - mmengine - INFO - Epoch(train) [50][2800/5005] lr: 1.6722e-02 eta: 2 days, 14:42:06 time: 0.1801 data_time: 0.0026 loss: 1.8699 2023/03/24 21:14:35 - mmengine - INFO - Epoch(train) [50][2900/5005] lr: 1.6722e-02 eta: 2 days, 14:41:48 time: 0.1793 data_time: 0.0026 loss: 1.7305 2023/03/24 21:14:53 - mmengine - INFO - Epoch(train) [50][3000/5005] lr: 1.6722e-02 eta: 2 days, 14:41:31 time: 0.1806 data_time: 0.0025 loss: 1.9076 2023/03/24 21:15:12 - mmengine - INFO - Epoch(train) [50][3100/5005] lr: 1.6722e-02 eta: 2 days, 14:41:15 time: 0.2055 data_time: 0.0026 loss: 1.6685 2023/03/24 21:15:30 - mmengine - INFO - Epoch(train) [50][3200/5005] lr: 1.6722e-02 eta: 2 days, 14:40:58 time: 0.1775 data_time: 0.0025 loss: 1.9371 2023/03/24 21:15:48 - mmengine - INFO - Epoch(train) [50][3300/5005] lr: 1.6722e-02 eta: 2 days, 14:40:40 time: 0.1813 data_time: 0.0027 loss: 1.6109 2023/03/24 21:16:06 - mmengine - INFO - Epoch(train) [50][3400/5005] lr: 1.6722e-02 eta: 2 days, 14:40:22 time: 0.1803 data_time: 0.0025 loss: 1.4420 2023/03/24 21:16:25 - mmengine - INFO - Epoch(train) [50][3500/5005] lr: 1.6722e-02 eta: 2 days, 14:40:05 time: 0.1967 data_time: 0.0026 loss: 1.9397 2023/03/24 21:16:43 - mmengine - INFO - Epoch(train) [50][3600/5005] lr: 1.6722e-02 eta: 2 days, 14:39:47 time: 0.1777 data_time: 0.0025 loss: 1.8418 2023/03/24 21:17:01 - mmengine - INFO - Epoch(train) [50][3700/5005] lr: 1.6722e-02 eta: 2 days, 14:39:29 time: 0.1800 data_time: 0.0026 loss: 1.7659 2023/03/24 21:17:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:17:19 - mmengine - INFO - Epoch(train) [50][3800/5005] lr: 1.6722e-02 eta: 2 days, 14:39:11 time: 0.1794 data_time: 0.0026 loss: 1.8712 2023/03/24 21:17:37 - mmengine - INFO - Epoch(train) [50][3900/5005] lr: 1.6722e-02 eta: 2 days, 14:38:53 time: 0.1795 data_time: 0.0026 loss: 1.9145 2023/03/24 21:17:55 - mmengine - INFO - Epoch(train) [50][4000/5005] lr: 1.6722e-02 eta: 2 days, 14:38:36 time: 0.1806 data_time: 0.0026 loss: 1.6360 2023/03/24 21:18:14 - mmengine - INFO - Epoch(train) [50][4100/5005] lr: 1.6722e-02 eta: 2 days, 14:38:22 time: 0.1790 data_time: 0.0026 loss: 1.8131 2023/03/24 21:18:32 - mmengine - INFO - Epoch(train) [50][4200/5005] lr: 1.6722e-02 eta: 2 days, 14:38:04 time: 0.1801 data_time: 0.0026 loss: 1.8323 2023/03/24 21:18:50 - mmengine - INFO - Epoch(train) [50][4300/5005] lr: 1.6722e-02 eta: 2 days, 14:37:45 time: 0.1785 data_time: 0.0026 loss: 1.6355 2023/03/24 21:19:09 - mmengine - INFO - Epoch(train) [50][4400/5005] lr: 1.6722e-02 eta: 2 days, 14:37:28 time: 0.1764 data_time: 0.0025 loss: 1.6695 2023/03/24 21:19:27 - mmengine - INFO - Epoch(train) [50][4500/5005] lr: 1.6722e-02 eta: 2 days, 14:37:11 time: 0.1784 data_time: 0.0026 loss: 1.8693 2023/03/24 21:19:45 - mmengine - INFO - Epoch(train) [50][4600/5005] lr: 1.6722e-02 eta: 2 days, 14:36:53 time: 0.1791 data_time: 0.0026 loss: 1.5345 2023/03/24 21:20:03 - mmengine - INFO - Epoch(train) [50][4700/5005] lr: 1.6722e-02 eta: 2 days, 14:36:35 time: 0.1776 data_time: 0.0026 loss: 1.7081 2023/03/24 21:20:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:20:21 - mmengine - INFO - Epoch(train) [50][4800/5005] lr: 1.6722e-02 eta: 2 days, 14:36:17 time: 0.1933 data_time: 0.0026 loss: 1.6811 2023/03/24 21:20:39 - mmengine - INFO - Epoch(train) [50][4900/5005] lr: 1.6722e-02 eta: 2 days, 14:35:59 time: 0.1793 data_time: 0.0026 loss: 1.6886 2023/03/24 21:20:58 - mmengine - INFO - Epoch(train) [50][5000/5005] lr: 1.6722e-02 eta: 2 days, 14:35:44 time: 0.1766 data_time: 0.0032 loss: 1.5417 2023/03/24 21:20:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:20:59 - mmengine - INFO - Saving checkpoint at 50 epochs 2023/03/24 21:21:07 - mmengine - INFO - Epoch(val) [50][100/196] eta: 0:00:06 time: 0.0592 data_time: 0.0200 2023/03/24 21:21:36 - mmengine - INFO - Epoch(val) [50][196/196] accuracy/top1: 65.1820 accuracy/top5: 86.0980data_time: 0.0660 time: 0.1009 2023/03/24 21:21:55 - mmengine - INFO - Epoch(train) [51][ 100/5005] lr: 1.6388e-02 eta: 2 days, 14:35:29 time: 0.1754 data_time: 0.0026 loss: 1.8220 2023/03/24 21:22:13 - mmengine - INFO - Epoch(train) [51][ 200/5005] lr: 1.6388e-02 eta: 2 days, 14:35:11 time: 0.1762 data_time: 0.0025 loss: 1.9045 2023/03/24 21:22:31 - mmengine - INFO - Epoch(train) [51][ 300/5005] lr: 1.6388e-02 eta: 2 days, 14:34:53 time: 0.1779 data_time: 0.0026 loss: 1.6480 2023/03/24 21:22:49 - mmengine - INFO - Epoch(train) [51][ 400/5005] lr: 1.6388e-02 eta: 2 days, 14:34:36 time: 0.1783 data_time: 0.0025 loss: 1.7812 2023/03/24 21:23:07 - mmengine - INFO - Epoch(train) [51][ 500/5005] lr: 1.6388e-02 eta: 2 days, 14:34:18 time: 0.1789 data_time: 0.0026 loss: 1.8571 2023/03/24 21:23:25 - mmengine - INFO - Epoch(train) [51][ 600/5005] lr: 1.6388e-02 eta: 2 days, 14:33:59 time: 0.1783 data_time: 0.0027 loss: 1.9434 2023/03/24 21:23:43 - mmengine - INFO - Epoch(train) [51][ 700/5005] lr: 1.6388e-02 eta: 2 days, 14:33:41 time: 0.1793 data_time: 0.0025 loss: 1.7703 2023/03/24 21:23:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:24:01 - mmengine - INFO - Epoch(train) [51][ 800/5005] lr: 1.6388e-02 eta: 2 days, 14:33:24 time: 0.1939 data_time: 0.0026 loss: 1.6813 2023/03/24 21:24:19 - mmengine - INFO - Epoch(train) [51][ 900/5005] lr: 1.6388e-02 eta: 2 days, 14:33:05 time: 0.1772 data_time: 0.0026 loss: 1.7864 2023/03/24 21:24:38 - mmengine - INFO - Epoch(train) [51][1000/5005] lr: 1.6388e-02 eta: 2 days, 14:32:47 time: 0.1779 data_time: 0.0026 loss: 1.8743 2023/03/24 21:24:56 - mmengine - INFO - Epoch(train) [51][1100/5005] lr: 1.6388e-02 eta: 2 days, 14:32:30 time: 0.1765 data_time: 0.0025 loss: 1.8482 2023/03/24 21:25:14 - mmengine - INFO - Epoch(train) [51][1200/5005] lr: 1.6388e-02 eta: 2 days, 14:32:11 time: 0.1791 data_time: 0.0026 loss: 1.5996 2023/03/24 21:25:32 - mmengine - INFO - Epoch(train) [51][1300/5005] lr: 1.6388e-02 eta: 2 days, 14:31:55 time: 0.1794 data_time: 0.0026 loss: 1.9344 2023/03/24 21:25:50 - mmengine - INFO - Epoch(train) [51][1400/5005] lr: 1.6388e-02 eta: 2 days, 14:31:37 time: 0.1785 data_time: 0.0026 loss: 1.7284 2023/03/24 21:26:09 - mmengine - INFO - Epoch(train) [51][1500/5005] lr: 1.6388e-02 eta: 2 days, 14:31:19 time: 0.1803 data_time: 0.0026 loss: 1.5737 2023/03/24 21:26:27 - mmengine - INFO - Epoch(train) [51][1600/5005] lr: 1.6388e-02 eta: 2 days, 14:31:01 time: 0.1776 data_time: 0.0026 loss: 1.5890 2023/03/24 21:26:45 - mmengine - INFO - Epoch(train) [51][1700/5005] lr: 1.6388e-02 eta: 2 days, 14:30:43 time: 0.1799 data_time: 0.0026 loss: 1.6950 2023/03/24 21:26:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:27:03 - mmengine - INFO - Epoch(train) [51][1800/5005] lr: 1.6388e-02 eta: 2 days, 14:30:24 time: 0.1792 data_time: 0.0025 loss: 1.8406 2023/03/24 21:27:21 - mmengine - INFO - Epoch(train) [51][1900/5005] lr: 1.6388e-02 eta: 2 days, 14:30:07 time: 0.1791 data_time: 0.0028 loss: 1.6538 2023/03/24 21:27:39 - mmengine - INFO - Epoch(train) [51][2000/5005] lr: 1.6388e-02 eta: 2 days, 14:29:49 time: 0.1782 data_time: 0.0026 loss: 1.8483 2023/03/24 21:27:58 - mmengine - INFO - Epoch(train) [51][2100/5005] lr: 1.6388e-02 eta: 2 days, 14:29:32 time: 0.1774 data_time: 0.0026 loss: 1.6281 2023/03/24 21:28:16 - mmengine - INFO - Epoch(train) [51][2200/5005] lr: 1.6388e-02 eta: 2 days, 14:29:17 time: 0.1818 data_time: 0.0026 loss: 2.0003 2023/03/24 21:28:34 - mmengine - INFO - Epoch(train) [51][2300/5005] lr: 1.6388e-02 eta: 2 days, 14:28:59 time: 0.1786 data_time: 0.0026 loss: 1.7544 2023/03/24 21:28:52 - mmengine - INFO - Epoch(train) [51][2400/5005] lr: 1.6388e-02 eta: 2 days, 14:28:40 time: 0.1781 data_time: 0.0026 loss: 1.7308 2023/03/24 21:29:10 - mmengine - INFO - Epoch(train) [51][2500/5005] lr: 1.6388e-02 eta: 2 days, 14:28:22 time: 0.1796 data_time: 0.0027 loss: 1.8703 2023/03/24 21:29:28 - mmengine - INFO - Epoch(train) [51][2600/5005] lr: 1.6388e-02 eta: 2 days, 14:28:03 time: 0.1785 data_time: 0.0026 loss: 1.5200 2023/03/24 21:29:46 - mmengine - INFO - Epoch(train) [51][2700/5005] lr: 1.6388e-02 eta: 2 days, 14:27:44 time: 0.1785 data_time: 0.0026 loss: 1.9020 2023/03/24 21:29:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:30:05 - mmengine - INFO - Epoch(train) [51][2800/5005] lr: 1.6388e-02 eta: 2 days, 14:27:27 time: 0.1967 data_time: 0.0026 loss: 1.6805 2023/03/24 21:30:23 - mmengine - INFO - Epoch(train) [51][2900/5005] lr: 1.6388e-02 eta: 2 days, 14:27:11 time: 0.1786 data_time: 0.0026 loss: 1.5608 2023/03/24 21:30:41 - mmengine - INFO - Epoch(train) [51][3000/5005] lr: 1.6388e-02 eta: 2 days, 14:26:54 time: 0.1818 data_time: 0.0026 loss: 2.0831 2023/03/24 21:30:59 - mmengine - INFO - Epoch(train) [51][3100/5005] lr: 1.6388e-02 eta: 2 days, 14:26:36 time: 0.1801 data_time: 0.0026 loss: 1.6486 2023/03/24 21:31:18 - mmengine - INFO - Epoch(train) [51][3200/5005] lr: 1.6388e-02 eta: 2 days, 14:26:18 time: 0.1783 data_time: 0.0026 loss: 1.7551 2023/03/24 21:31:36 - mmengine - INFO - Epoch(train) [51][3300/5005] lr: 1.6388e-02 eta: 2 days, 14:26:00 time: 0.1788 data_time: 0.0025 loss: 1.6663 2023/03/24 21:31:54 - mmengine - INFO - Epoch(train) [51][3400/5005] lr: 1.6388e-02 eta: 2 days, 14:25:41 time: 0.1781 data_time: 0.0026 loss: 1.6060 2023/03/24 21:32:12 - mmengine - INFO - Epoch(train) [51][3500/5005] lr: 1.6388e-02 eta: 2 days, 14:25:24 time: 0.1792 data_time: 0.0026 loss: 1.7868 2023/03/24 21:32:30 - mmengine - INFO - Epoch(train) [51][3600/5005] lr: 1.6388e-02 eta: 2 days, 14:25:07 time: 0.1987 data_time: 0.0025 loss: 1.6427 2023/03/24 21:32:48 - mmengine - INFO - Epoch(train) [51][3700/5005] lr: 1.6388e-02 eta: 2 days, 14:24:48 time: 0.1794 data_time: 0.0026 loss: 1.9902 2023/03/24 21:32:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:33:06 - mmengine - INFO - Epoch(train) [51][3800/5005] lr: 1.6388e-02 eta: 2 days, 14:24:30 time: 0.1803 data_time: 0.0026 loss: 1.7810 2023/03/24 21:33:25 - mmengine - INFO - Epoch(train) [51][3900/5005] lr: 1.6388e-02 eta: 2 days, 14:24:14 time: 0.1780 data_time: 0.0028 loss: 1.8898 2023/03/24 21:33:43 - mmengine - INFO - Epoch(train) [51][4000/5005] lr: 1.6388e-02 eta: 2 days, 14:23:57 time: 0.1809 data_time: 0.0026 loss: 1.7754 2023/03/24 21:34:01 - mmengine - INFO - Epoch(train) [51][4100/5005] lr: 1.6388e-02 eta: 2 days, 14:23:39 time: 0.1793 data_time: 0.0026 loss: 1.6496 2023/03/24 21:34:19 - mmengine - INFO - Epoch(train) [51][4200/5005] lr: 1.6388e-02 eta: 2 days, 14:23:21 time: 0.1775 data_time: 0.0026 loss: 1.6142 2023/03/24 21:34:37 - mmengine - INFO - Epoch(train) [51][4300/5005] lr: 1.6388e-02 eta: 2 days, 14:23:03 time: 0.1793 data_time: 0.0026 loss: 1.7179 2023/03/24 21:34:55 - mmengine - INFO - Epoch(train) [51][4400/5005] lr: 1.6388e-02 eta: 2 days, 14:22:44 time: 0.1771 data_time: 0.0025 loss: 1.9158 2023/03/24 21:35:14 - mmengine - INFO - Epoch(train) [51][4500/5005] lr: 1.6388e-02 eta: 2 days, 14:22:27 time: 0.1784 data_time: 0.0026 loss: 1.7503 2023/03/24 21:35:32 - mmengine - INFO - Epoch(train) [51][4600/5005] lr: 1.6388e-02 eta: 2 days, 14:22:08 time: 0.1775 data_time: 0.0028 loss: 1.8049 2023/03/24 21:35:50 - mmengine - INFO - Epoch(train) [51][4700/5005] lr: 1.6388e-02 eta: 2 days, 14:21:50 time: 0.1805 data_time: 0.0026 loss: 1.7509 2023/03/24 21:35:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:36:08 - mmengine - INFO - Epoch(train) [51][4800/5005] lr: 1.6388e-02 eta: 2 days, 14:21:33 time: 0.1791 data_time: 0.0026 loss: 1.6726 2023/03/24 21:36:27 - mmengine - INFO - Epoch(train) [51][4900/5005] lr: 1.6388e-02 eta: 2 days, 14:21:18 time: 0.1989 data_time: 0.0026 loss: 1.5271 2023/03/24 21:36:45 - mmengine - INFO - Epoch(train) [51][5000/5005] lr: 1.6388e-02 eta: 2 days, 14:20:59 time: 0.1791 data_time: 0.0033 loss: 1.7605 2023/03/24 21:36:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:36:46 - mmengine - INFO - Saving checkpoint at 51 epochs 2023/03/24 21:36:53 - mmengine - INFO - Epoch(val) [51][100/196] eta: 0:00:06 time: 0.0593 data_time: 0.0201 2023/03/24 21:37:23 - mmengine - INFO - Epoch(val) [51][196/196] accuracy/top1: 64.8180 accuracy/top5: 86.1100data_time: 0.0652 time: 0.1023 2023/03/24 21:37:43 - mmengine - INFO - Epoch(train) [52][ 100/5005] lr: 1.6060e-02 eta: 2 days, 14:20:46 time: 0.1795 data_time: 0.0027 loss: 1.8006 2023/03/24 21:38:01 - mmengine - INFO - Epoch(train) [52][ 200/5005] lr: 1.6060e-02 eta: 2 days, 14:20:28 time: 0.1777 data_time: 0.0026 loss: 1.7435 2023/03/24 21:38:19 - mmengine - INFO - Epoch(train) [52][ 300/5005] lr: 1.6060e-02 eta: 2 days, 14:20:10 time: 0.1807 data_time: 0.0026 loss: 1.7131 2023/03/24 21:38:37 - mmengine - INFO - Epoch(train) [52][ 400/5005] lr: 1.6060e-02 eta: 2 days, 14:19:52 time: 0.1796 data_time: 0.0026 loss: 1.6470 2023/03/24 21:38:55 - mmengine - INFO - Epoch(train) [52][ 500/5005] lr: 1.6060e-02 eta: 2 days, 14:19:35 time: 0.1775 data_time: 0.0026 loss: 1.7966 2023/03/24 21:39:13 - mmengine - INFO - Epoch(train) [52][ 600/5005] lr: 1.6060e-02 eta: 2 days, 14:19:16 time: 0.1805 data_time: 0.0026 loss: 1.8631 2023/03/24 21:39:31 - mmengine - INFO - Epoch(train) [52][ 700/5005] lr: 1.6060e-02 eta: 2 days, 14:18:58 time: 0.1782 data_time: 0.0026 loss: 1.7916 2023/03/24 21:39:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:39:50 - mmengine - INFO - Epoch(train) [52][ 800/5005] lr: 1.6060e-02 eta: 2 days, 14:18:41 time: 0.1785 data_time: 0.0026 loss: 1.7885 2023/03/24 21:40:08 - mmengine - INFO - Epoch(train) [52][ 900/5005] lr: 1.6060e-02 eta: 2 days, 14:18:26 time: 0.1789 data_time: 0.0028 loss: 1.7389 2023/03/24 21:40:27 - mmengine - INFO - Epoch(train) [52][1000/5005] lr: 1.6060e-02 eta: 2 days, 14:18:08 time: 0.1812 data_time: 0.0026 loss: 1.8803 2023/03/24 21:40:45 - mmengine - INFO - Epoch(train) [52][1100/5005] lr: 1.6060e-02 eta: 2 days, 14:17:51 time: 0.1960 data_time: 0.0026 loss: 1.5453 2023/03/24 21:41:03 - mmengine - INFO - Epoch(train) [52][1200/5005] lr: 1.6060e-02 eta: 2 days, 14:17:33 time: 0.1785 data_time: 0.0026 loss: 1.7191 2023/03/24 21:41:21 - mmengine - INFO - Epoch(train) [52][1300/5005] lr: 1.6060e-02 eta: 2 days, 14:17:15 time: 0.1992 data_time: 0.0027 loss: 1.8538 2023/03/24 21:41:39 - mmengine - INFO - Epoch(train) [52][1400/5005] lr: 1.6060e-02 eta: 2 days, 14:16:58 time: 0.1805 data_time: 0.0026 loss: 1.8325 2023/03/24 21:41:57 - mmengine - INFO - Epoch(train) [52][1500/5005] lr: 1.6060e-02 eta: 2 days, 14:16:39 time: 0.1777 data_time: 0.0027 loss: 1.8935 2023/03/24 21:42:16 - mmengine - INFO - Epoch(train) [52][1600/5005] lr: 1.6060e-02 eta: 2 days, 14:16:23 time: 0.1805 data_time: 0.0026 loss: 1.7283 2023/03/24 21:42:34 - mmengine - INFO - Epoch(train) [52][1700/5005] lr: 1.6060e-02 eta: 2 days, 14:16:05 time: 0.1787 data_time: 0.0026 loss: 1.7350 2023/03/24 21:42:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:42:52 - mmengine - INFO - Epoch(train) [52][1800/5005] lr: 1.6060e-02 eta: 2 days, 14:15:48 time: 0.1914 data_time: 0.0026 loss: 1.7684 2023/03/24 21:43:11 - mmengine - INFO - Epoch(train) [52][1900/5005] lr: 1.6060e-02 eta: 2 days, 14:15:31 time: 0.1999 data_time: 0.0026 loss: 1.8774 2023/03/24 21:43:29 - mmengine - INFO - Epoch(train) [52][2000/5005] lr: 1.6060e-02 eta: 2 days, 14:15:13 time: 0.1809 data_time: 0.0026 loss: 1.7986 2023/03/24 21:43:47 - mmengine - INFO - Epoch(train) [52][2100/5005] lr: 1.6060e-02 eta: 2 days, 14:14:55 time: 0.1795 data_time: 0.0026 loss: 1.8018 2023/03/24 21:44:05 - mmengine - INFO - Epoch(train) [52][2200/5005] lr: 1.6060e-02 eta: 2 days, 14:14:39 time: 0.1952 data_time: 0.0026 loss: 1.9338 2023/03/24 21:44:24 - mmengine - INFO - Epoch(train) [52][2300/5005] lr: 1.6060e-02 eta: 2 days, 14:14:22 time: 0.1802 data_time: 0.0026 loss: 1.8990 2023/03/24 21:44:42 - mmengine - INFO - Epoch(train) [52][2400/5005] lr: 1.6060e-02 eta: 2 days, 14:14:04 time: 0.1785 data_time: 0.0027 loss: 1.8933 2023/03/24 21:45:00 - mmengine - INFO - Epoch(train) [52][2500/5005] lr: 1.6060e-02 eta: 2 days, 14:13:45 time: 0.1802 data_time: 0.0026 loss: 1.7023 2023/03/24 21:45:18 - mmengine - INFO - Epoch(train) [52][2600/5005] lr: 1.6060e-02 eta: 2 days, 14:13:28 time: 0.1811 data_time: 0.0026 loss: 1.8068 2023/03/24 21:45:36 - mmengine - INFO - Epoch(train) [52][2700/5005] lr: 1.6060e-02 eta: 2 days, 14:13:11 time: 0.1779 data_time: 0.0026 loss: 1.9791 2023/03/24 21:45:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:45:55 - mmengine - INFO - Epoch(train) [52][2800/5005] lr: 1.6060e-02 eta: 2 days, 14:12:54 time: 0.2023 data_time: 0.0028 loss: 1.9879 2023/03/24 21:46:13 - mmengine - INFO - Epoch(train) [52][2900/5005] lr: 1.6060e-02 eta: 2 days, 14:12:35 time: 0.1803 data_time: 0.0026 loss: 1.5758 2023/03/24 21:46:31 - mmengine - INFO - Epoch(train) [52][3000/5005] lr: 1.6060e-02 eta: 2 days, 14:12:19 time: 0.1787 data_time: 0.0026 loss: 1.6929 2023/03/24 21:46:50 - mmengine - INFO - Epoch(train) [52][3100/5005] lr: 1.6060e-02 eta: 2 days, 14:12:03 time: 0.1802 data_time: 0.0026 loss: 1.7449 2023/03/24 21:47:08 - mmengine - INFO - Epoch(train) [52][3200/5005] lr: 1.6060e-02 eta: 2 days, 14:11:44 time: 0.1802 data_time: 0.0026 loss: 1.8969 2023/03/24 21:47:26 - mmengine - INFO - Epoch(train) [52][3300/5005] lr: 1.6060e-02 eta: 2 days, 14:11:26 time: 0.1795 data_time: 0.0027 loss: 1.7353 2023/03/24 21:47:44 - mmengine - INFO - Epoch(train) [52][3400/5005] lr: 1.6060e-02 eta: 2 days, 14:11:09 time: 0.1775 data_time: 0.0026 loss: 1.7440 2023/03/24 21:48:02 - mmengine - INFO - Epoch(train) [52][3500/5005] lr: 1.6060e-02 eta: 2 days, 14:10:50 time: 0.1803 data_time: 0.0026 loss: 1.6793 2023/03/24 21:48:21 - mmengine - INFO - Epoch(train) [52][3600/5005] lr: 1.6060e-02 eta: 2 days, 14:10:34 time: 0.1796 data_time: 0.0027 loss: 1.8028 2023/03/24 21:48:39 - mmengine - INFO - Epoch(train) [52][3700/5005] lr: 1.6060e-02 eta: 2 days, 14:10:18 time: 0.1803 data_time: 0.0026 loss: 1.5992 2023/03/24 21:48:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:48:57 - mmengine - INFO - Epoch(train) [52][3800/5005] lr: 1.6060e-02 eta: 2 days, 14:10:00 time: 0.1807 data_time: 0.0026 loss: 1.7771 2023/03/24 21:49:15 - mmengine - INFO - Epoch(train) [52][3900/5005] lr: 1.6060e-02 eta: 2 days, 14:09:42 time: 0.1792 data_time: 0.0028 loss: 1.6487 2023/03/24 21:49:34 - mmengine - INFO - Epoch(train) [52][4000/5005] lr: 1.6060e-02 eta: 2 days, 14:09:26 time: 0.1785 data_time: 0.0027 loss: 1.8082 2023/03/24 21:49:52 - mmengine - INFO - Epoch(train) [52][4100/5005] lr: 1.6060e-02 eta: 2 days, 14:09:07 time: 0.1789 data_time: 0.0026 loss: 1.6200 2023/03/24 21:50:10 - mmengine - INFO - Epoch(train) [52][4200/5005] lr: 1.6060e-02 eta: 2 days, 14:08:49 time: 0.1792 data_time: 0.0029 loss: 1.9786 2023/03/24 21:50:28 - mmengine - INFO - Epoch(train) [52][4300/5005] lr: 1.6060e-02 eta: 2 days, 14:08:32 time: 0.1796 data_time: 0.0026 loss: 1.6859 2023/03/24 21:50:46 - mmengine - INFO - Epoch(train) [52][4400/5005] lr: 1.6060e-02 eta: 2 days, 14:08:15 time: 0.1811 data_time: 0.0026 loss: 1.7126 2023/03/24 21:51:05 - mmengine - INFO - Epoch(train) [52][4500/5005] lr: 1.6060e-02 eta: 2 days, 14:07:57 time: 0.1788 data_time: 0.0028 loss: 1.7444 2023/03/24 21:51:23 - mmengine - INFO - Epoch(train) [52][4600/5005] lr: 1.6060e-02 eta: 2 days, 14:07:41 time: 0.2038 data_time: 0.0026 loss: 1.6027 2023/03/24 21:51:41 - mmengine - INFO - Epoch(train) [52][4700/5005] lr: 1.6060e-02 eta: 2 days, 14:07:23 time: 0.1799 data_time: 0.0026 loss: 1.5394 2023/03/24 21:51:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:51:59 - mmengine - INFO - Epoch(train) [52][4800/5005] lr: 1.6060e-02 eta: 2 days, 14:07:05 time: 0.1796 data_time: 0.0026 loss: 1.4534 2023/03/24 21:52:18 - mmengine - INFO - Epoch(train) [52][4900/5005] lr: 1.6060e-02 eta: 2 days, 14:06:49 time: 0.2077 data_time: 0.0026 loss: 1.5771 2023/03/24 21:52:36 - mmengine - INFO - Epoch(train) [52][5000/5005] lr: 1.6060e-02 eta: 2 days, 14:06:30 time: 0.1774 data_time: 0.0033 loss: 1.4882 2023/03/24 21:52:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:52:37 - mmengine - INFO - Saving checkpoint at 52 epochs 2023/03/24 21:52:45 - mmengine - INFO - Epoch(val) [52][100/196] eta: 0:00:06 time: 0.0589 data_time: 0.0203 2023/03/24 21:53:14 - mmengine - INFO - Epoch(val) [52][196/196] accuracy/top1: 65.4300 accuracy/top5: 86.4860data_time: 0.0642 time: 0.0999 2023/03/24 21:53:34 - mmengine - INFO - Epoch(train) [53][ 100/5005] lr: 1.5739e-02 eta: 2 days, 14:06:17 time: 0.1787 data_time: 0.0027 loss: 1.6984 2023/03/24 21:53:52 - mmengine - INFO - Epoch(train) [53][ 200/5005] lr: 1.5739e-02 eta: 2 days, 14:06:00 time: 0.1806 data_time: 0.0026 loss: 1.6035 2023/03/24 21:54:10 - mmengine - INFO - Epoch(train) [53][ 300/5005] lr: 1.5739e-02 eta: 2 days, 14:05:42 time: 0.1787 data_time: 0.0026 loss: 1.7945 2023/03/24 21:54:28 - mmengine - INFO - Epoch(train) [53][ 400/5005] lr: 1.5739e-02 eta: 2 days, 14:05:24 time: 0.1801 data_time: 0.0026 loss: 1.6835 2023/03/24 21:54:46 - mmengine - INFO - Epoch(train) [53][ 500/5005] lr: 1.5739e-02 eta: 2 days, 14:05:05 time: 0.1795 data_time: 0.0027 loss: 1.7182 2023/03/24 21:55:04 - mmengine - INFO - Epoch(train) [53][ 600/5005] lr: 1.5739e-02 eta: 2 days, 14:04:48 time: 0.1786 data_time: 0.0026 loss: 1.8375 2023/03/24 21:55:23 - mmengine - INFO - Epoch(train) [53][ 700/5005] lr: 1.5739e-02 eta: 2 days, 14:04:31 time: 0.1818 data_time: 0.0027 loss: 1.7939 2023/03/24 21:55:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:55:41 - mmengine - INFO - Epoch(train) [53][ 800/5005] lr: 1.5739e-02 eta: 2 days, 14:04:13 time: 0.1790 data_time: 0.0026 loss: 1.9074 2023/03/24 21:55:59 - mmengine - INFO - Epoch(train) [53][ 900/5005] lr: 1.5739e-02 eta: 2 days, 14:03:55 time: 0.1794 data_time: 0.0027 loss: 1.4766 2023/03/24 21:56:17 - mmengine - INFO - Epoch(train) [53][1000/5005] lr: 1.5739e-02 eta: 2 days, 14:03:38 time: 0.1972 data_time: 0.0026 loss: 1.8443 2023/03/24 21:56:36 - mmengine - INFO - Epoch(train) [53][1100/5005] lr: 1.5739e-02 eta: 2 days, 14:03:21 time: 0.1846 data_time: 0.0027 loss: 1.5817 2023/03/24 21:56:54 - mmengine - INFO - Epoch(train) [53][1200/5005] lr: 1.5739e-02 eta: 2 days, 14:03:02 time: 0.1770 data_time: 0.0027 loss: 1.4953 2023/03/24 21:57:12 - mmengine - INFO - Epoch(train) [53][1300/5005] lr: 1.5739e-02 eta: 2 days, 14:02:44 time: 0.1792 data_time: 0.0026 loss: 1.7637 2023/03/24 21:57:30 - mmengine - INFO - Epoch(train) [53][1400/5005] lr: 1.5739e-02 eta: 2 days, 14:02:27 time: 0.1800 data_time: 0.0026 loss: 1.8785 2023/03/24 21:57:49 - mmengine - INFO - Epoch(train) [53][1500/5005] lr: 1.5739e-02 eta: 2 days, 14:02:11 time: 0.2039 data_time: 0.0026 loss: 1.6714 2023/03/24 21:58:07 - mmengine - INFO - Epoch(train) [53][1600/5005] lr: 1.5739e-02 eta: 2 days, 14:01:53 time: 0.1796 data_time: 0.0027 loss: 1.7414 2023/03/24 21:58:25 - mmengine - INFO - Epoch(train) [53][1700/5005] lr: 1.5739e-02 eta: 2 days, 14:01:35 time: 0.1791 data_time: 0.0028 loss: 1.7375 2023/03/24 21:58:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 21:58:43 - mmengine - INFO - Epoch(train) [53][1800/5005] lr: 1.5739e-02 eta: 2 days, 14:01:17 time: 0.1775 data_time: 0.0026 loss: 1.7606 2023/03/24 21:59:01 - mmengine - INFO - Epoch(train) [53][1900/5005] lr: 1.5739e-02 eta: 2 days, 14:01:00 time: 0.2165 data_time: 0.0027 loss: 1.8890 2023/03/24 21:59:19 - mmengine - INFO - Epoch(train) [53][2000/5005] lr: 1.5739e-02 eta: 2 days, 14:00:42 time: 0.1793 data_time: 0.0027 loss: 1.4837 2023/03/24 21:59:38 - mmengine - INFO - Epoch(train) [53][2100/5005] lr: 1.5739e-02 eta: 2 days, 14:00:24 time: 0.1805 data_time: 0.0029 loss: 1.9947 2023/03/24 21:59:56 - mmengine - INFO - Epoch(train) [53][2200/5005] lr: 1.5739e-02 eta: 2 days, 14:00:07 time: 0.1808 data_time: 0.0027 loss: 1.6928 2023/03/24 22:00:14 - mmengine - INFO - Epoch(train) [53][2300/5005] lr: 1.5739e-02 eta: 2 days, 13:59:48 time: 0.1797 data_time: 0.0027 loss: 1.6979 2023/03/24 22:00:32 - mmengine - INFO - Epoch(train) [53][2400/5005] lr: 1.5739e-02 eta: 2 days, 13:59:31 time: 0.1788 data_time: 0.0027 loss: 1.6999 2023/03/24 22:00:50 - mmengine - INFO - Epoch(train) [53][2500/5005] lr: 1.5739e-02 eta: 2 days, 13:59:14 time: 0.1786 data_time: 0.0026 loss: 1.6196 2023/03/24 22:01:08 - mmengine - INFO - Epoch(train) [53][2600/5005] lr: 1.5739e-02 eta: 2 days, 13:58:56 time: 0.1811 data_time: 0.0027 loss: 1.8638 2023/03/24 22:01:27 - mmengine - INFO - Epoch(train) [53][2700/5005] lr: 1.5739e-02 eta: 2 days, 13:58:38 time: 0.1811 data_time: 0.0027 loss: 1.6143 2023/03/24 22:01:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:01:45 - mmengine - INFO - Epoch(train) [53][2800/5005] lr: 1.5739e-02 eta: 2 days, 13:58:21 time: 0.1898 data_time: 0.0027 loss: 1.7724 2023/03/24 22:02:03 - mmengine - INFO - Epoch(train) [53][2900/5005] lr: 1.5739e-02 eta: 2 days, 13:58:05 time: 0.1790 data_time: 0.0027 loss: 1.6123 2023/03/24 22:02:21 - mmengine - INFO - Epoch(train) [53][3000/5005] lr: 1.5739e-02 eta: 2 days, 13:57:46 time: 0.1796 data_time: 0.0027 loss: 1.5271 2023/03/24 22:02:39 - mmengine - INFO - Epoch(train) [53][3100/5005] lr: 1.5739e-02 eta: 2 days, 13:57:28 time: 0.1787 data_time: 0.0026 loss: 1.7438 2023/03/24 22:02:58 - mmengine - INFO - Epoch(train) [53][3200/5005] lr: 1.5739e-02 eta: 2 days, 13:57:10 time: 0.1964 data_time: 0.0026 loss: 1.7383 2023/03/24 22:03:16 - mmengine - INFO - Epoch(train) [53][3300/5005] lr: 1.5739e-02 eta: 2 days, 13:56:52 time: 0.1787 data_time: 0.0027 loss: 1.7396 2023/03/24 22:03:34 - mmengine - INFO - Epoch(train) [53][3400/5005] lr: 1.5739e-02 eta: 2 days, 13:56:35 time: 0.1969 data_time: 0.0027 loss: 1.8069 2023/03/24 22:03:52 - mmengine - INFO - Epoch(train) [53][3500/5005] lr: 1.5739e-02 eta: 2 days, 13:56:17 time: 0.1765 data_time: 0.0027 loss: 1.6318 2023/03/24 22:04:10 - mmengine - INFO - Epoch(train) [53][3600/5005] lr: 1.5739e-02 eta: 2 days, 13:55:59 time: 0.1790 data_time: 0.0027 loss: 1.6288 2023/03/24 22:04:29 - mmengine - INFO - Epoch(train) [53][3700/5005] lr: 1.5739e-02 eta: 2 days, 13:55:42 time: 0.1785 data_time: 0.0026 loss: 1.6950 2023/03/24 22:04:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:04:47 - mmengine - INFO - Epoch(train) [53][3800/5005] lr: 1.5739e-02 eta: 2 days, 13:55:25 time: 0.1805 data_time: 0.0026 loss: 1.7009 2023/03/24 22:05:05 - mmengine - INFO - Epoch(train) [53][3900/5005] lr: 1.5739e-02 eta: 2 days, 13:55:07 time: 0.1798 data_time: 0.0027 loss: 1.9030 2023/03/24 22:05:23 - mmengine - INFO - Epoch(train) [53][4000/5005] lr: 1.5739e-02 eta: 2 days, 13:54:48 time: 0.1786 data_time: 0.0027 loss: 1.8062 2023/03/24 22:05:41 - mmengine - INFO - Epoch(train) [53][4100/5005] lr: 1.5739e-02 eta: 2 days, 13:54:31 time: 0.1797 data_time: 0.0027 loss: 1.5842 2023/03/24 22:06:00 - mmengine - INFO - Epoch(train) [53][4200/5005] lr: 1.5739e-02 eta: 2 days, 13:54:13 time: 0.1797 data_time: 0.0027 loss: 1.6986 2023/03/24 22:06:18 - mmengine - INFO - Epoch(train) [53][4300/5005] lr: 1.5739e-02 eta: 2 days, 13:53:58 time: 0.1818 data_time: 0.0027 loss: 1.7698 2023/03/24 22:06:36 - mmengine - INFO - Epoch(train) [53][4400/5005] lr: 1.5739e-02 eta: 2 days, 13:53:40 time: 0.1799 data_time: 0.0026 loss: 1.8133 2023/03/24 22:06:55 - mmengine - INFO - Epoch(train) [53][4500/5005] lr: 1.5739e-02 eta: 2 days, 13:53:22 time: 0.1804 data_time: 0.0027 loss: 1.7766 2023/03/24 22:07:13 - mmengine - INFO - Epoch(train) [53][4600/5005] lr: 1.5739e-02 eta: 2 days, 13:53:04 time: 0.1771 data_time: 0.0027 loss: 1.5513 2023/03/24 22:07:31 - mmengine - INFO - Epoch(train) [53][4700/5005] lr: 1.5739e-02 eta: 2 days, 13:52:47 time: 0.1800 data_time: 0.0026 loss: 1.8208 2023/03/24 22:07:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:07:49 - mmengine - INFO - Epoch(train) [53][4800/5005] lr: 1.5739e-02 eta: 2 days, 13:52:29 time: 0.1787 data_time: 0.0027 loss: 1.8386 2023/03/24 22:08:07 - mmengine - INFO - Epoch(train) [53][4900/5005] lr: 1.5739e-02 eta: 2 days, 13:52:11 time: 0.1786 data_time: 0.0026 loss: 1.7662 2023/03/24 22:08:26 - mmengine - INFO - Epoch(train) [53][5000/5005] lr: 1.5739e-02 eta: 2 days, 13:51:53 time: 0.1782 data_time: 0.0033 loss: 1.8192 2023/03/24 22:08:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:08:27 - mmengine - INFO - Saving checkpoint at 53 epochs 2023/03/24 22:08:34 - mmengine - INFO - Epoch(val) [53][100/196] eta: 0:00:06 time: 0.0606 data_time: 0.0212 2023/03/24 22:09:03 - mmengine - INFO - Epoch(val) [53][196/196] accuracy/top1: 65.5200 accuracy/top5: 86.5900data_time: 0.0621 time: 0.1019 2023/03/24 22:09:22 - mmengine - INFO - Epoch(train) [54][ 100/5005] lr: 1.5424e-02 eta: 2 days, 13:51:38 time: 0.1795 data_time: 0.0027 loss: 1.7850 2023/03/24 22:09:40 - mmengine - INFO - Epoch(train) [54][ 200/5005] lr: 1.5424e-02 eta: 2 days, 13:51:20 time: 0.1778 data_time: 0.0027 loss: 1.6748 2023/03/24 22:09:59 - mmengine - INFO - Epoch(train) [54][ 300/5005] lr: 1.5424e-02 eta: 2 days, 13:51:03 time: 0.1796 data_time: 0.0027 loss: 1.8064 2023/03/24 22:10:17 - mmengine - INFO - Epoch(train) [54][ 400/5005] lr: 1.5424e-02 eta: 2 days, 13:50:46 time: 0.1780 data_time: 0.0026 loss: 1.5599 2023/03/24 22:10:35 - mmengine - INFO - Epoch(train) [54][ 500/5005] lr: 1.5424e-02 eta: 2 days, 13:50:28 time: 0.1808 data_time: 0.0026 loss: 1.5939 2023/03/24 22:10:53 - mmengine - INFO - Epoch(train) [54][ 600/5005] lr: 1.5424e-02 eta: 2 days, 13:50:10 time: 0.1809 data_time: 0.0026 loss: 1.7839 2023/03/24 22:11:12 - mmengine - INFO - Epoch(train) [54][ 700/5005] lr: 1.5424e-02 eta: 2 days, 13:49:55 time: 0.2053 data_time: 0.0026 loss: 1.5586 2023/03/24 22:11:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:11:30 - mmengine - INFO - Epoch(train) [54][ 800/5005] lr: 1.5424e-02 eta: 2 days, 13:49:36 time: 0.1783 data_time: 0.0027 loss: 1.7109 2023/03/24 22:11:48 - mmengine - INFO - Epoch(train) [54][ 900/5005] lr: 1.5424e-02 eta: 2 days, 13:49:18 time: 0.1776 data_time: 0.0030 loss: 1.6672 2023/03/24 22:12:06 - mmengine - INFO - Epoch(train) [54][1000/5005] lr: 1.5424e-02 eta: 2 days, 13:49:00 time: 0.1798 data_time: 0.0027 loss: 1.7008 2023/03/24 22:12:24 - mmengine - INFO - Epoch(train) [54][1100/5005] lr: 1.5424e-02 eta: 2 days, 13:48:42 time: 0.1798 data_time: 0.0026 loss: 1.6957 2023/03/24 22:12:42 - mmengine - INFO - Epoch(train) [54][1200/5005] lr: 1.5424e-02 eta: 2 days, 13:48:25 time: 0.1788 data_time: 0.0027 loss: 1.6389 2023/03/24 22:13:01 - mmengine - INFO - Epoch(train) [54][1300/5005] lr: 1.5424e-02 eta: 2 days, 13:48:07 time: 0.1798 data_time: 0.0027 loss: 1.7146 2023/03/24 22:13:19 - mmengine - INFO - Epoch(train) [54][1400/5005] lr: 1.5424e-02 eta: 2 days, 13:47:50 time: 0.1772 data_time: 0.0026 loss: 1.9445 2023/03/24 22:13:37 - mmengine - INFO - Epoch(train) [54][1500/5005] lr: 1.5424e-02 eta: 2 days, 13:47:33 time: 0.1797 data_time: 0.0027 loss: 1.8726 2023/03/24 22:13:56 - mmengine - INFO - Epoch(train) [54][1600/5005] lr: 1.5424e-02 eta: 2 days, 13:47:16 time: 0.1800 data_time: 0.0028 loss: 1.6839 2023/03/24 22:14:14 - mmengine - INFO - Epoch(train) [54][1700/5005] lr: 1.5424e-02 eta: 2 days, 13:46:58 time: 0.1805 data_time: 0.0026 loss: 1.7512 2023/03/24 22:14:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:14:32 - mmengine - INFO - Epoch(train) [54][1800/5005] lr: 1.5424e-02 eta: 2 days, 13:46:40 time: 0.1816 data_time: 0.0026 loss: 1.5922 2023/03/24 22:14:50 - mmengine - INFO - Epoch(train) [54][1900/5005] lr: 1.5424e-02 eta: 2 days, 13:46:22 time: 0.1959 data_time: 0.0027 loss: 1.7163 2023/03/24 22:15:08 - mmengine - INFO - Epoch(train) [54][2000/5005] lr: 1.5424e-02 eta: 2 days, 13:46:04 time: 0.1800 data_time: 0.0027 loss: 1.8323 2023/03/24 22:15:27 - mmengine - INFO - Epoch(train) [54][2100/5005] lr: 1.5424e-02 eta: 2 days, 13:45:47 time: 0.2048 data_time: 0.0027 loss: 1.7008 2023/03/24 22:15:45 - mmengine - INFO - Epoch(train) [54][2200/5005] lr: 1.5424e-02 eta: 2 days, 13:45:30 time: 0.1789 data_time: 0.0026 loss: 1.6630 2023/03/24 22:16:03 - mmengine - INFO - Epoch(train) [54][2300/5005] lr: 1.5424e-02 eta: 2 days, 13:45:12 time: 0.1794 data_time: 0.0026 loss: 1.8507 2023/03/24 22:16:21 - mmengine - INFO - Epoch(train) [54][2400/5005] lr: 1.5424e-02 eta: 2 days, 13:44:55 time: 0.1824 data_time: 0.0029 loss: 1.6917 2023/03/24 22:16:39 - mmengine - INFO - Epoch(train) [54][2500/5005] lr: 1.5424e-02 eta: 2 days, 13:44:36 time: 0.1796 data_time: 0.0027 loss: 1.8172 2023/03/24 22:16:58 - mmengine - INFO - Epoch(train) [54][2600/5005] lr: 1.5424e-02 eta: 2 days, 13:44:19 time: 0.1781 data_time: 0.0026 loss: 1.6500 2023/03/24 22:17:16 - mmengine - INFO - Epoch(train) [54][2700/5005] lr: 1.5424e-02 eta: 2 days, 13:44:00 time: 0.1816 data_time: 0.0027 loss: 1.8345 2023/03/24 22:17:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:17:34 - mmengine - INFO - Epoch(train) [54][2800/5005] lr: 1.5424e-02 eta: 2 days, 13:43:43 time: 0.1831 data_time: 0.0027 loss: 1.7788 2023/03/24 22:17:52 - mmengine - INFO - Epoch(train) [54][2900/5005] lr: 1.5424e-02 eta: 2 days, 13:43:25 time: 0.1798 data_time: 0.0026 loss: 1.5601 2023/03/24 22:18:10 - mmengine - INFO - Epoch(train) [54][3000/5005] lr: 1.5424e-02 eta: 2 days, 13:43:07 time: 0.1796 data_time: 0.0029 loss: 1.7971 2023/03/24 22:18:29 - mmengine - INFO - Epoch(train) [54][3100/5005] lr: 1.5424e-02 eta: 2 days, 13:42:50 time: 0.1792 data_time: 0.0027 loss: 1.6253 2023/03/24 22:18:47 - mmengine - INFO - Epoch(train) [54][3200/5005] lr: 1.5424e-02 eta: 2 days, 13:42:32 time: 0.1777 data_time: 0.0027 loss: 1.8209 2023/03/24 22:19:05 - mmengine - INFO - Epoch(train) [54][3300/5005] lr: 1.5424e-02 eta: 2 days, 13:42:15 time: 0.2046 data_time: 0.0026 loss: 1.7093 2023/03/24 22:19:23 - mmengine - INFO - Epoch(train) [54][3400/5005] lr: 1.5424e-02 eta: 2 days, 13:41:56 time: 0.1795 data_time: 0.0026 loss: 1.7499 2023/03/24 22:19:41 - mmengine - INFO - Epoch(train) [54][3500/5005] lr: 1.5424e-02 eta: 2 days, 13:41:39 time: 0.1794 data_time: 0.0027 loss: 1.6368 2023/03/24 22:20:00 - mmengine - INFO - Epoch(train) [54][3600/5005] lr: 1.5424e-02 eta: 2 days, 13:41:22 time: 0.1813 data_time: 0.0027 loss: 1.6817 2023/03/24 22:20:18 - mmengine - INFO - Epoch(train) [54][3700/5005] lr: 1.5424e-02 eta: 2 days, 13:41:04 time: 0.1785 data_time: 0.0027 loss: 1.6239 2023/03/24 22:20:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:20:36 - mmengine - INFO - Epoch(train) [54][3800/5005] lr: 1.5424e-02 eta: 2 days, 13:40:46 time: 0.1777 data_time: 0.0027 loss: 1.6134 2023/03/24 22:20:54 - mmengine - INFO - Epoch(train) [54][3900/5005] lr: 1.5424e-02 eta: 2 days, 13:40:28 time: 0.1813 data_time: 0.0027 loss: 2.0237 2023/03/24 22:21:12 - mmengine - INFO - Epoch(train) [54][4000/5005] lr: 1.5424e-02 eta: 2 days, 13:40:11 time: 0.1792 data_time: 0.0027 loss: 1.7290 2023/03/24 22:21:31 - mmengine - INFO - Epoch(train) [54][4100/5005] lr: 1.5424e-02 eta: 2 days, 13:39:54 time: 0.1765 data_time: 0.0027 loss: 1.7159 2023/03/24 22:21:49 - mmengine - INFO - Epoch(train) [54][4200/5005] lr: 1.5424e-02 eta: 2 days, 13:39:36 time: 0.1775 data_time: 0.0029 loss: 1.7296 2023/03/24 22:22:07 - mmengine - INFO - Epoch(train) [54][4300/5005] lr: 1.5424e-02 eta: 2 days, 13:39:18 time: 0.1762 data_time: 0.0027 loss: 1.7826 2023/03/24 22:22:25 - mmengine - INFO - Epoch(train) [54][4400/5005] lr: 1.5424e-02 eta: 2 days, 13:39:01 time: 0.1787 data_time: 0.0026 loss: 1.8743 2023/03/24 22:22:44 - mmengine - INFO - Epoch(train) [54][4500/5005] lr: 1.5424e-02 eta: 2 days, 13:38:43 time: 0.1784 data_time: 0.0027 loss: 1.9267 2023/03/24 22:23:02 - mmengine - INFO - Epoch(train) [54][4600/5005] lr: 1.5424e-02 eta: 2 days, 13:38:25 time: 0.1801 data_time: 0.0027 loss: 1.7488 2023/03/24 22:23:20 - mmengine - INFO - Epoch(train) [54][4700/5005] lr: 1.5424e-02 eta: 2 days, 13:38:07 time: 0.1803 data_time: 0.0027 loss: 1.7546 2023/03/24 22:23:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:23:38 - mmengine - INFO - Epoch(train) [54][4800/5005] lr: 1.5424e-02 eta: 2 days, 13:37:48 time: 0.1764 data_time: 0.0027 loss: 1.8907 2023/03/24 22:23:56 - mmengine - INFO - Epoch(train) [54][4900/5005] lr: 1.5424e-02 eta: 2 days, 13:37:32 time: 0.1800 data_time: 0.0027 loss: 1.8020 2023/03/24 22:24:14 - mmengine - INFO - Epoch(train) [54][5000/5005] lr: 1.5424e-02 eta: 2 days, 13:37:14 time: 0.1771 data_time: 0.0034 loss: 1.5052 2023/03/24 22:24:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:24:16 - mmengine - INFO - Saving checkpoint at 54 epochs 2023/03/24 22:24:23 - mmengine - INFO - Epoch(val) [54][100/196] eta: 0:00:06 time: 0.0598 data_time: 0.0194 2023/03/24 22:24:52 - mmengine - INFO - Epoch(val) [54][196/196] accuracy/top1: 65.3520 accuracy/top5: 86.5340data_time: 0.0662 time: 0.1011 2023/03/24 22:25:12 - mmengine - INFO - Epoch(train) [55][ 100/5005] lr: 1.5115e-02 eta: 2 days, 13:36:59 time: 0.1806 data_time: 0.0027 loss: 1.7419 2023/03/24 22:25:30 - mmengine - INFO - Epoch(train) [55][ 200/5005] lr: 1.5115e-02 eta: 2 days, 13:36:42 time: 0.1798 data_time: 0.0027 loss: 1.4878 2023/03/24 22:25:48 - mmengine - INFO - Epoch(train) [55][ 300/5005] lr: 1.5115e-02 eta: 2 days, 13:36:25 time: 0.1776 data_time: 0.0027 loss: 1.6032 2023/03/24 22:26:06 - mmengine - INFO - Epoch(train) [55][ 400/5005] lr: 1.5115e-02 eta: 2 days, 13:36:08 time: 0.1792 data_time: 0.0026 loss: 1.7976 2023/03/24 22:26:25 - mmengine - INFO - Epoch(train) [55][ 500/5005] lr: 1.5115e-02 eta: 2 days, 13:35:50 time: 0.1805 data_time: 0.0029 loss: 1.7488 2023/03/24 22:26:43 - mmengine - INFO - Epoch(train) [55][ 600/5005] lr: 1.5115e-02 eta: 2 days, 13:35:31 time: 0.1792 data_time: 0.0027 loss: 1.6368 2023/03/24 22:27:01 - mmengine - INFO - Epoch(train) [55][ 700/5005] lr: 1.5115e-02 eta: 2 days, 13:35:15 time: 0.1794 data_time: 0.0027 loss: 1.9064 2023/03/24 22:27:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:27:19 - mmengine - INFO - Epoch(train) [55][ 800/5005] lr: 1.5115e-02 eta: 2 days, 13:34:57 time: 0.1797 data_time: 0.0026 loss: 1.6916 2023/03/24 22:27:37 - mmengine - INFO - Epoch(train) [55][ 900/5005] lr: 1.5115e-02 eta: 2 days, 13:34:39 time: 0.1800 data_time: 0.0026 loss: 1.7142 2023/03/24 22:27:56 - mmengine - INFO - Epoch(train) [55][1000/5005] lr: 1.5115e-02 eta: 2 days, 13:34:22 time: 0.1801 data_time: 0.0027 loss: 1.9018 2023/03/24 22:28:14 - mmengine - INFO - Epoch(train) [55][1100/5005] lr: 1.5115e-02 eta: 2 days, 13:34:04 time: 0.1803 data_time: 0.0026 loss: 1.5951 2023/03/24 22:28:32 - mmengine - INFO - Epoch(train) [55][1200/5005] lr: 1.5115e-02 eta: 2 days, 13:33:47 time: 0.1804 data_time: 0.0028 loss: 1.4632 2023/03/24 22:28:51 - mmengine - INFO - Epoch(train) [55][1300/5005] lr: 1.5115e-02 eta: 2 days, 13:33:30 time: 0.1795 data_time: 0.0027 loss: 1.6021 2023/03/24 22:29:09 - mmengine - INFO - Epoch(train) [55][1400/5005] lr: 1.5115e-02 eta: 2 days, 13:33:13 time: 0.1800 data_time: 0.0027 loss: 1.7294 2023/03/24 22:29:27 - mmengine - INFO - Epoch(train) [55][1500/5005] lr: 1.5115e-02 eta: 2 days, 13:32:54 time: 0.1793 data_time: 0.0027 loss: 1.4859 2023/03/24 22:29:45 - mmengine - INFO - Epoch(train) [55][1600/5005] lr: 1.5115e-02 eta: 2 days, 13:32:38 time: 0.1814 data_time: 0.0027 loss: 1.5395 2023/03/24 22:30:04 - mmengine - INFO - Epoch(train) [55][1700/5005] lr: 1.5115e-02 eta: 2 days, 13:32:20 time: 0.1810 data_time: 0.0027 loss: 1.7206 2023/03/24 22:30:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:30:22 - mmengine - INFO - Epoch(train) [55][1800/5005] lr: 1.5115e-02 eta: 2 days, 13:32:02 time: 0.1781 data_time: 0.0027 loss: 1.5979 2023/03/24 22:30:40 - mmengine - INFO - Epoch(train) [55][1900/5005] lr: 1.5115e-02 eta: 2 days, 13:31:45 time: 0.1800 data_time: 0.0027 loss: 1.6976 2023/03/24 22:30:58 - mmengine - INFO - Epoch(train) [55][2000/5005] lr: 1.5115e-02 eta: 2 days, 13:31:28 time: 0.2078 data_time: 0.0026 loss: 1.9431 2023/03/24 22:31:16 - mmengine - INFO - Epoch(train) [55][2100/5005] lr: 1.5115e-02 eta: 2 days, 13:31:10 time: 0.1938 data_time: 0.0027 loss: 1.7683 2023/03/24 22:31:35 - mmengine - INFO - Epoch(train) [55][2200/5005] lr: 1.5115e-02 eta: 2 days, 13:30:53 time: 0.1816 data_time: 0.0029 loss: 1.6210 2023/03/24 22:31:53 - mmengine - INFO - Epoch(train) [55][2300/5005] lr: 1.5115e-02 eta: 2 days, 13:30:36 time: 0.1797 data_time: 0.0026 loss: 1.6016 2023/03/24 22:32:11 - mmengine - INFO - Epoch(train) [55][2400/5005] lr: 1.5115e-02 eta: 2 days, 13:30:18 time: 0.1815 data_time: 0.0027 loss: 1.7138 2023/03/24 22:32:30 - mmengine - INFO - Epoch(train) [55][2500/5005] lr: 1.5115e-02 eta: 2 days, 13:30:01 time: 0.1795 data_time: 0.0027 loss: 1.8122 2023/03/24 22:32:48 - mmengine - INFO - Epoch(train) [55][2600/5005] lr: 1.5115e-02 eta: 2 days, 13:29:43 time: 0.1809 data_time: 0.0027 loss: 1.7581 2023/03/24 22:33:06 - mmengine - INFO - Epoch(train) [55][2700/5005] lr: 1.5115e-02 eta: 2 days, 13:29:24 time: 0.1789 data_time: 0.0026 loss: 1.7160 2023/03/24 22:33:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:33:24 - mmengine - INFO - Epoch(train) [55][2800/5005] lr: 1.5115e-02 eta: 2 days, 13:29:07 time: 0.1779 data_time: 0.0027 loss: 1.9320 2023/03/24 22:33:43 - mmengine - INFO - Epoch(train) [55][2900/5005] lr: 1.5115e-02 eta: 2 days, 13:28:51 time: 0.1804 data_time: 0.0027 loss: 1.6554 2023/03/24 22:34:01 - mmengine - INFO - Epoch(train) [55][3000/5005] lr: 1.5115e-02 eta: 2 days, 13:28:36 time: 0.1996 data_time: 0.0027 loss: 1.6624 2023/03/24 22:34:20 - mmengine - INFO - Epoch(train) [55][3100/5005] lr: 1.5115e-02 eta: 2 days, 13:28:18 time: 0.1814 data_time: 0.0027 loss: 1.6266 2023/03/24 22:34:38 - mmengine - INFO - Epoch(train) [55][3200/5005] lr: 1.5115e-02 eta: 2 days, 13:28:00 time: 0.1781 data_time: 0.0027 loss: 1.7114 2023/03/24 22:34:56 - mmengine - INFO - Epoch(train) [55][3300/5005] lr: 1.5115e-02 eta: 2 days, 13:27:42 time: 0.1800 data_time: 0.0027 loss: 1.6669 2023/03/24 22:35:14 - mmengine - INFO - Epoch(train) [55][3400/5005] lr: 1.5115e-02 eta: 2 days, 13:27:24 time: 0.1769 data_time: 0.0027 loss: 1.7143 2023/03/24 22:35:32 - mmengine - INFO - Epoch(train) [55][3500/5005] lr: 1.5115e-02 eta: 2 days, 13:27:06 time: 0.1802 data_time: 0.0027 loss: 1.8289 2023/03/24 22:35:51 - mmengine - INFO - Epoch(train) [55][3600/5005] lr: 1.5115e-02 eta: 2 days, 13:26:49 time: 0.1763 data_time: 0.0027 loss: 1.5320 2023/03/24 22:36:09 - mmengine - INFO - Epoch(train) [55][3700/5005] lr: 1.5115e-02 eta: 2 days, 13:26:33 time: 0.1796 data_time: 0.0029 loss: 1.6061 2023/03/24 22:36:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:36:27 - mmengine - INFO - Epoch(train) [55][3800/5005] lr: 1.5115e-02 eta: 2 days, 13:26:15 time: 0.1789 data_time: 0.0027 loss: 1.4999 2023/03/24 22:36:46 - mmengine - INFO - Epoch(train) [55][3900/5005] lr: 1.5115e-02 eta: 2 days, 13:25:59 time: 0.1778 data_time: 0.0027 loss: 1.6057 2023/03/24 22:37:04 - mmengine - INFO - Epoch(train) [55][4000/5005] lr: 1.5115e-02 eta: 2 days, 13:25:41 time: 0.1793 data_time: 0.0029 loss: 1.8302 2023/03/24 22:37:22 - mmengine - INFO - Epoch(train) [55][4100/5005] lr: 1.5115e-02 eta: 2 days, 13:25:23 time: 0.1805 data_time: 0.0027 loss: 1.5842 2023/03/24 22:37:40 - mmengine - INFO - Epoch(train) [55][4200/5005] lr: 1.5115e-02 eta: 2 days, 13:25:05 time: 0.1789 data_time: 0.0028 loss: 1.7990 2023/03/24 22:37:59 - mmengine - INFO - Epoch(train) [55][4300/5005] lr: 1.5115e-02 eta: 2 days, 13:24:50 time: 0.1802 data_time: 0.0027 loss: 1.7988 2023/03/24 22:38:17 - mmengine - INFO - Epoch(train) [55][4400/5005] lr: 1.5115e-02 eta: 2 days, 13:24:32 time: 0.1801 data_time: 0.0026 loss: 1.7931 2023/03/24 22:38:35 - mmengine - INFO - Epoch(train) [55][4500/5005] lr: 1.5115e-02 eta: 2 days, 13:24:15 time: 0.1805 data_time: 0.0027 loss: 1.7849 2023/03/24 22:38:54 - mmengine - INFO - Epoch(train) [55][4600/5005] lr: 1.5115e-02 eta: 2 days, 13:23:57 time: 0.1804 data_time: 0.0027 loss: 1.6793 2023/03/24 22:39:12 - mmengine - INFO - Epoch(train) [55][4700/5005] lr: 1.5115e-02 eta: 2 days, 13:23:39 time: 0.1804 data_time: 0.0027 loss: 1.8041 2023/03/24 22:39:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:39:30 - mmengine - INFO - Epoch(train) [55][4800/5005] lr: 1.5115e-02 eta: 2 days, 13:23:23 time: 0.1801 data_time: 0.0027 loss: 1.6566 2023/03/24 22:39:48 - mmengine - INFO - Epoch(train) [55][4900/5005] lr: 1.5115e-02 eta: 2 days, 13:23:05 time: 0.1802 data_time: 0.0027 loss: 1.7144 2023/03/24 22:40:07 - mmengine - INFO - Epoch(train) [55][5000/5005] lr: 1.5115e-02 eta: 2 days, 13:22:48 time: 0.1919 data_time: 0.0034 loss: 1.6134 2023/03/24 22:40:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:40:08 - mmengine - INFO - Saving checkpoint at 55 epochs 2023/03/24 22:40:16 - mmengine - INFO - Epoch(val) [55][100/196] eta: 0:00:06 time: 0.0592 data_time: 0.0207 2023/03/24 22:40:45 - mmengine - INFO - Epoch(val) [55][196/196] accuracy/top1: 65.7800 accuracy/top5: 86.6780data_time: 0.0637 time: 0.1008 2023/03/24 22:41:04 - mmengine - INFO - Epoch(train) [56][ 100/5005] lr: 1.4813e-02 eta: 2 days, 13:22:34 time: 0.1805 data_time: 0.0030 loss: 1.6767 2023/03/24 22:41:22 - mmengine - INFO - Epoch(train) [56][ 200/5005] lr: 1.4813e-02 eta: 2 days, 13:22:16 time: 0.1801 data_time: 0.0026 loss: 1.5615 2023/03/24 22:41:40 - mmengine - INFO - Epoch(train) [56][ 300/5005] lr: 1.4813e-02 eta: 2 days, 13:21:58 time: 0.1788 data_time: 0.0027 loss: 1.6320 2023/03/24 22:41:58 - mmengine - INFO - Epoch(train) [56][ 400/5005] lr: 1.4813e-02 eta: 2 days, 13:21:39 time: 0.1788 data_time: 0.0027 loss: 1.8052 2023/03/24 22:42:17 - mmengine - INFO - Epoch(train) [56][ 500/5005] lr: 1.4813e-02 eta: 2 days, 13:21:23 time: 0.1800 data_time: 0.0027 loss: 1.7680 2023/03/24 22:42:35 - mmengine - INFO - Epoch(train) [56][ 600/5005] lr: 1.4813e-02 eta: 2 days, 13:21:05 time: 0.1791 data_time: 0.0027 loss: 1.7099 2023/03/24 22:42:53 - mmengine - INFO - Epoch(train) [56][ 700/5005] lr: 1.4813e-02 eta: 2 days, 13:20:47 time: 0.1800 data_time: 0.0027 loss: 1.7439 2023/03/24 22:42:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:43:12 - mmengine - INFO - Epoch(train) [56][ 800/5005] lr: 1.4813e-02 eta: 2 days, 13:20:32 time: 0.1793 data_time: 0.0029 loss: 1.6842 2023/03/24 22:43:30 - mmengine - INFO - Epoch(train) [56][ 900/5005] lr: 1.4813e-02 eta: 2 days, 13:20:15 time: 0.1799 data_time: 0.0030 loss: 1.6052 2023/03/24 22:43:49 - mmengine - INFO - Epoch(train) [56][1000/5005] lr: 1.4813e-02 eta: 2 days, 13:19:58 time: 0.1803 data_time: 0.0026 loss: 1.6085 2023/03/24 22:44:07 - mmengine - INFO - Epoch(train) [56][1100/5005] lr: 1.4813e-02 eta: 2 days, 13:19:39 time: 0.1803 data_time: 0.0027 loss: 1.5793 2023/03/24 22:44:25 - mmengine - INFO - Epoch(train) [56][1200/5005] lr: 1.4813e-02 eta: 2 days, 13:19:21 time: 0.1810 data_time: 0.0027 loss: 1.7490 2023/03/24 22:44:43 - mmengine - INFO - Epoch(train) [56][1300/5005] lr: 1.4813e-02 eta: 2 days, 13:19:04 time: 0.1800 data_time: 0.0027 loss: 1.5723 2023/03/24 22:45:02 - mmengine - INFO - Epoch(train) [56][1400/5005] lr: 1.4813e-02 eta: 2 days, 13:18:47 time: 0.1767 data_time: 0.0027 loss: 1.6071 2023/03/24 22:45:20 - mmengine - INFO - Epoch(train) [56][1500/5005] lr: 1.4813e-02 eta: 2 days, 13:18:30 time: 0.1806 data_time: 0.0027 loss: 1.4648 2023/03/24 22:45:38 - mmengine - INFO - Epoch(train) [56][1600/5005] lr: 1.4813e-02 eta: 2 days, 13:18:13 time: 0.1805 data_time: 0.0027 loss: 1.8451 2023/03/24 22:45:57 - mmengine - INFO - Epoch(train) [56][1700/5005] lr: 1.4813e-02 eta: 2 days, 13:17:56 time: 0.1805 data_time: 0.0027 loss: 1.7185 2023/03/24 22:46:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:46:15 - mmengine - INFO - Epoch(train) [56][1800/5005] lr: 1.4813e-02 eta: 2 days, 13:17:39 time: 0.1810 data_time: 0.0027 loss: 1.8318 2023/03/24 22:46:33 - mmengine - INFO - Epoch(train) [56][1900/5005] lr: 1.4813e-02 eta: 2 days, 13:17:22 time: 0.1817 data_time: 0.0027 loss: 1.7689 2023/03/24 22:46:51 - mmengine - INFO - Epoch(train) [56][2000/5005] lr: 1.4813e-02 eta: 2 days, 13:17:04 time: 0.1807 data_time: 0.0027 loss: 1.6292 2023/03/24 22:47:10 - mmengine - INFO - Epoch(train) [56][2100/5005] lr: 1.4813e-02 eta: 2 days, 13:16:46 time: 0.1787 data_time: 0.0027 loss: 1.9018 2023/03/24 22:47:28 - mmengine - INFO - Epoch(train) [56][2200/5005] lr: 1.4813e-02 eta: 2 days, 13:16:28 time: 0.1789 data_time: 0.0029 loss: 1.8642 2023/03/24 22:47:47 - mmengine - INFO - Epoch(train) [56][2300/5005] lr: 1.4813e-02 eta: 2 days, 13:16:13 time: 0.1797 data_time: 0.0027 loss: 1.7588 2023/03/24 22:48:05 - mmengine - INFO - Epoch(train) [56][2400/5005] lr: 1.4813e-02 eta: 2 days, 13:15:55 time: 0.1774 data_time: 0.0027 loss: 1.6920 2023/03/24 22:48:23 - mmengine - INFO - Epoch(train) [56][2500/5005] lr: 1.4813e-02 eta: 2 days, 13:15:37 time: 0.1793 data_time: 0.0029 loss: 1.8617 2023/03/24 22:48:41 - mmengine - INFO - Epoch(train) [56][2600/5005] lr: 1.4813e-02 eta: 2 days, 13:15:20 time: 0.1805 data_time: 0.0027 loss: 1.8090 2023/03/24 22:49:00 - mmengine - INFO - Epoch(train) [56][2700/5005] lr: 1.4813e-02 eta: 2 days, 13:15:03 time: 0.1806 data_time: 0.0027 loss: 1.6525 2023/03/24 22:49:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:49:18 - mmengine - INFO - Epoch(train) [56][2800/5005] lr: 1.4813e-02 eta: 2 days, 13:14:45 time: 0.1814 data_time: 0.0027 loss: 2.0378 2023/03/24 22:49:36 - mmengine - INFO - Epoch(train) [56][2900/5005] lr: 1.4813e-02 eta: 2 days, 13:14:28 time: 0.1932 data_time: 0.0028 loss: 1.6275 2023/03/24 22:49:55 - mmengine - INFO - Epoch(train) [56][3000/5005] lr: 1.4813e-02 eta: 2 days, 13:14:11 time: 0.1766 data_time: 0.0027 loss: 1.5056 2023/03/24 22:50:13 - mmengine - INFO - Epoch(train) [56][3100/5005] lr: 1.4813e-02 eta: 2 days, 13:13:54 time: 0.1799 data_time: 0.0027 loss: 1.7481 2023/03/24 22:50:31 - mmengine - INFO - Epoch(train) [56][3200/5005] lr: 1.4813e-02 eta: 2 days, 13:13:36 time: 0.1801 data_time: 0.0027 loss: 1.9310 2023/03/24 22:50:49 - mmengine - INFO - Epoch(train) [56][3300/5005] lr: 1.4813e-02 eta: 2 days, 13:13:18 time: 0.1803 data_time: 0.0027 loss: 1.7449 2023/03/24 22:51:07 - mmengine - INFO - Epoch(train) [56][3400/5005] lr: 1.4813e-02 eta: 2 days, 13:13:00 time: 0.1788 data_time: 0.0027 loss: 1.4180 2023/03/24 22:51:26 - mmengine - INFO - Epoch(train) [56][3500/5005] lr: 1.4813e-02 eta: 2 days, 13:12:43 time: 0.2068 data_time: 0.0027 loss: 1.6553 2023/03/24 22:51:44 - mmengine - INFO - Epoch(train) [56][3600/5005] lr: 1.4813e-02 eta: 2 days, 13:12:27 time: 0.1803 data_time: 0.0027 loss: 1.6567 2023/03/24 22:52:03 - mmengine - INFO - Epoch(train) [56][3700/5005] lr: 1.4813e-02 eta: 2 days, 13:12:10 time: 0.1810 data_time: 0.0027 loss: 1.5484 2023/03/24 22:52:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:52:21 - mmengine - INFO - Epoch(train) [56][3800/5005] lr: 1.4813e-02 eta: 2 days, 13:11:53 time: 0.1959 data_time: 0.0027 loss: 1.7691 2023/03/24 22:52:39 - mmengine - INFO - Epoch(train) [56][3900/5005] lr: 1.4813e-02 eta: 2 days, 13:11:35 time: 0.1789 data_time: 0.0027 loss: 1.6103 2023/03/24 22:52:57 - mmengine - INFO - Epoch(train) [56][4000/5005] lr: 1.4813e-02 eta: 2 days, 13:11:18 time: 0.1790 data_time: 0.0029 loss: 1.7626 2023/03/24 22:53:16 - mmengine - INFO - Epoch(train) [56][4100/5005] lr: 1.4813e-02 eta: 2 days, 13:11:00 time: 0.1800 data_time: 0.0027 loss: 1.6961 2023/03/24 22:53:34 - mmengine - INFO - Epoch(train) [56][4200/5005] lr: 1.4813e-02 eta: 2 days, 13:10:42 time: 0.1822 data_time: 0.0027 loss: 1.5554 2023/03/24 22:53:52 - mmengine - INFO - Epoch(train) [56][4300/5005] lr: 1.4813e-02 eta: 2 days, 13:10:24 time: 0.1778 data_time: 0.0027 loss: 1.7165 2023/03/24 22:54:11 - mmengine - INFO - Epoch(train) [56][4400/5005] lr: 1.4813e-02 eta: 2 days, 13:10:08 time: 0.1786 data_time: 0.0027 loss: 1.6859 2023/03/24 22:54:29 - mmengine - INFO - Epoch(train) [56][4500/5005] lr: 1.4813e-02 eta: 2 days, 13:09:51 time: 0.1809 data_time: 0.0027 loss: 1.5511 2023/03/24 22:54:47 - mmengine - INFO - Epoch(train) [56][4600/5005] lr: 1.4813e-02 eta: 2 days, 13:09:34 time: 0.1810 data_time: 0.0030 loss: 1.5990 2023/03/24 22:55:05 - mmengine - INFO - Epoch(train) [56][4700/5005] lr: 1.4813e-02 eta: 2 days, 13:09:16 time: 0.1810 data_time: 0.0027 loss: 1.8718 2023/03/24 22:55:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:55:24 - mmengine - INFO - Epoch(train) [56][4800/5005] lr: 1.4813e-02 eta: 2 days, 13:08:59 time: 0.1799 data_time: 0.0027 loss: 1.9255 2023/03/24 22:55:42 - mmengine - INFO - Epoch(train) [56][4900/5005] lr: 1.4813e-02 eta: 2 days, 13:08:42 time: 0.1811 data_time: 0.0027 loss: 1.8127 2023/03/24 22:56:00 - mmengine - INFO - Epoch(train) [56][5000/5005] lr: 1.4813e-02 eta: 2 days, 13:08:25 time: 0.1799 data_time: 0.0034 loss: 1.6527 2023/03/24 22:56:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:56:02 - mmengine - INFO - Saving checkpoint at 56 epochs 2023/03/24 22:56:09 - mmengine - INFO - Epoch(val) [56][100/196] eta: 0:00:06 time: 0.0599 data_time: 0.0217 2023/03/24 22:56:39 - mmengine - INFO - Epoch(val) [56][196/196] accuracy/top1: 65.8320 accuracy/top5: 86.6680data_time: 0.0631 time: 0.1013 2023/03/24 22:56:59 - mmengine - INFO - Epoch(train) [57][ 100/5005] lr: 1.4517e-02 eta: 2 days, 13:08:11 time: 0.1794 data_time: 0.0028 loss: 1.6774 2023/03/24 22:57:17 - mmengine - INFO - Epoch(train) [57][ 200/5005] lr: 1.4517e-02 eta: 2 days, 13:07:53 time: 0.1808 data_time: 0.0027 loss: 1.7507 2023/03/24 22:57:35 - mmengine - INFO - Epoch(train) [57][ 300/5005] lr: 1.4517e-02 eta: 2 days, 13:07:36 time: 0.1802 data_time: 0.0027 loss: 1.7578 2023/03/24 22:57:53 - mmengine - INFO - Epoch(train) [57][ 400/5005] lr: 1.4517e-02 eta: 2 days, 13:07:19 time: 0.1790 data_time: 0.0027 loss: 1.5044 2023/03/24 22:58:11 - mmengine - INFO - Epoch(train) [57][ 500/5005] lr: 1.4517e-02 eta: 2 days, 13:07:00 time: 0.1797 data_time: 0.0027 loss: 1.7894 2023/03/24 22:58:30 - mmengine - INFO - Epoch(train) [57][ 600/5005] lr: 1.4517e-02 eta: 2 days, 13:06:43 time: 0.1805 data_time: 0.0027 loss: 1.7845 2023/03/24 22:58:48 - mmengine - INFO - Epoch(train) [57][ 700/5005] lr: 1.4517e-02 eta: 2 days, 13:06:25 time: 0.1801 data_time: 0.0028 loss: 1.6855 2023/03/24 22:58:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 22:59:06 - mmengine - INFO - Epoch(train) [57][ 800/5005] lr: 1.4517e-02 eta: 2 days, 13:06:07 time: 0.1790 data_time: 0.0029 loss: 1.8882 2023/03/24 22:59:24 - mmengine - INFO - Epoch(train) [57][ 900/5005] lr: 1.4517e-02 eta: 2 days, 13:05:50 time: 0.1800 data_time: 0.0027 loss: 1.5407 2023/03/24 22:59:43 - mmengine - INFO - Epoch(train) [57][1000/5005] lr: 1.4517e-02 eta: 2 days, 13:05:33 time: 0.1794 data_time: 0.0027 loss: 1.6632 2023/03/24 23:00:01 - mmengine - INFO - Epoch(train) [57][1100/5005] lr: 1.4517e-02 eta: 2 days, 13:05:14 time: 0.1794 data_time: 0.0027 loss: 1.8749 2023/03/24 23:00:19 - mmengine - INFO - Epoch(train) [57][1200/5005] lr: 1.4517e-02 eta: 2 days, 13:04:58 time: 0.1816 data_time: 0.0027 loss: 1.7108 2023/03/24 23:00:37 - mmengine - INFO - Epoch(train) [57][1300/5005] lr: 1.4517e-02 eta: 2 days, 13:04:39 time: 0.1808 data_time: 0.0027 loss: 1.7241 2023/03/24 23:00:55 - mmengine - INFO - Epoch(train) [57][1400/5005] lr: 1.4517e-02 eta: 2 days, 13:04:22 time: 0.1807 data_time: 0.0027 loss: 1.6563 2023/03/24 23:01:14 - mmengine - INFO - Epoch(train) [57][1500/5005] lr: 1.4517e-02 eta: 2 days, 13:04:05 time: 0.1799 data_time: 0.0027 loss: 1.7086 2023/03/24 23:01:32 - mmengine - INFO - Epoch(train) [57][1600/5005] lr: 1.4517e-02 eta: 2 days, 13:03:48 time: 0.1793 data_time: 0.0027 loss: 1.7446 2023/03/24 23:01:51 - mmengine - INFO - Epoch(train) [57][1700/5005] lr: 1.4517e-02 eta: 2 days, 13:03:31 time: 0.1778 data_time: 0.0027 loss: 1.6209 2023/03/24 23:01:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:02:09 - mmengine - INFO - Epoch(train) [57][1800/5005] lr: 1.4517e-02 eta: 2 days, 13:03:13 time: 0.1778 data_time: 0.0027 loss: 1.5538 2023/03/24 23:02:27 - mmengine - INFO - Epoch(train) [57][1900/5005] lr: 1.4517e-02 eta: 2 days, 13:02:55 time: 0.1807 data_time: 0.0027 loss: 1.6000 2023/03/24 23:02:45 - mmengine - INFO - Epoch(train) [57][2000/5005] lr: 1.4517e-02 eta: 2 days, 13:02:37 time: 0.1794 data_time: 0.0027 loss: 1.5824 2023/03/24 23:03:03 - mmengine - INFO - Epoch(train) [57][2100/5005] lr: 1.4517e-02 eta: 2 days, 13:02:20 time: 0.2057 data_time: 0.0031 loss: 1.7345 2023/03/24 23:03:22 - mmengine - INFO - Epoch(train) [57][2200/5005] lr: 1.4517e-02 eta: 2 days, 13:02:03 time: 0.1972 data_time: 0.0027 loss: 1.3990 2023/03/24 23:03:40 - mmengine - INFO - Epoch(train) [57][2300/5005] lr: 1.4517e-02 eta: 2 days, 13:01:46 time: 0.1759 data_time: 0.0027 loss: 1.8767 2023/03/24 23:03:58 - mmengine - INFO - Epoch(train) [57][2400/5005] lr: 1.4517e-02 eta: 2 days, 13:01:27 time: 0.1801 data_time: 0.0028 loss: 1.5578 2023/03/24 23:04:16 - mmengine - INFO - Epoch(train) [57][2500/5005] lr: 1.4517e-02 eta: 2 days, 13:01:10 time: 0.1748 data_time: 0.0028 loss: 1.6380 2023/03/24 23:04:35 - mmengine - INFO - Epoch(train) [57][2600/5005] lr: 1.4517e-02 eta: 2 days, 13:00:52 time: 0.1787 data_time: 0.0027 loss: 1.8326 2023/03/24 23:04:53 - mmengine - INFO - Epoch(train) [57][2700/5005] lr: 1.4517e-02 eta: 2 days, 13:00:34 time: 0.1781 data_time: 0.0027 loss: 1.7590 2023/03/24 23:04:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:05:11 - mmengine - INFO - Epoch(train) [57][2800/5005] lr: 1.4517e-02 eta: 2 days, 13:00:16 time: 0.1798 data_time: 0.0027 loss: 1.4254 2023/03/24 23:05:29 - mmengine - INFO - Epoch(train) [57][2900/5005] lr: 1.4517e-02 eta: 2 days, 12:59:59 time: 0.1814 data_time: 0.0027 loss: 1.4904 2023/03/24 23:05:48 - mmengine - INFO - Epoch(train) [57][3000/5005] lr: 1.4517e-02 eta: 2 days, 12:59:42 time: 0.1994 data_time: 0.0027 loss: 1.7020 2023/03/24 23:06:06 - mmengine - INFO - Epoch(train) [57][3100/5005] lr: 1.4517e-02 eta: 2 days, 12:59:24 time: 0.1813 data_time: 0.0027 loss: 1.7258 2023/03/24 23:06:24 - mmengine - INFO - Epoch(train) [57][3200/5005] lr: 1.4517e-02 eta: 2 days, 12:59:07 time: 0.1923 data_time: 0.0027 loss: 1.6005 2023/03/24 23:06:42 - mmengine - INFO - Epoch(train) [57][3300/5005] lr: 1.4517e-02 eta: 2 days, 12:58:49 time: 0.1809 data_time: 0.0027 loss: 1.7108 2023/03/24 23:07:01 - mmengine - INFO - Epoch(train) [57][3400/5005] lr: 1.4517e-02 eta: 2 days, 12:58:32 time: 0.1797 data_time: 0.0028 loss: 1.7524 2023/03/24 23:07:19 - mmengine - INFO - Epoch(train) [57][3500/5005] lr: 1.4517e-02 eta: 2 days, 12:58:15 time: 0.1785 data_time: 0.0028 loss: 1.6548 2023/03/24 23:07:38 - mmengine - INFO - Epoch(train) [57][3600/5005] lr: 1.4517e-02 eta: 2 days, 12:57:58 time: 0.1796 data_time: 0.0027 loss: 1.8041 2023/03/24 23:07:56 - mmengine - INFO - Epoch(train) [57][3700/5005] lr: 1.4517e-02 eta: 2 days, 12:57:40 time: 0.1773 data_time: 0.0027 loss: 1.7045 2023/03/24 23:07:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:08:14 - mmengine - INFO - Epoch(train) [57][3800/5005] lr: 1.4517e-02 eta: 2 days, 12:57:22 time: 0.1809 data_time: 0.0027 loss: 1.4645 2023/03/24 23:08:32 - mmengine - INFO - Epoch(train) [57][3900/5005] lr: 1.4517e-02 eta: 2 days, 12:57:05 time: 0.1812 data_time: 0.0027 loss: 1.6249 2023/03/24 23:08:50 - mmengine - INFO - Epoch(train) [57][4000/5005] lr: 1.4517e-02 eta: 2 days, 12:56:46 time: 0.1789 data_time: 0.0027 loss: 1.6967 2023/03/24 23:09:08 - mmengine - INFO - Epoch(train) [57][4100/5005] lr: 1.4517e-02 eta: 2 days, 12:56:29 time: 0.1800 data_time: 0.0027 loss: 1.8501 2023/03/24 23:09:27 - mmengine - INFO - Epoch(train) [57][4200/5005] lr: 1.4517e-02 eta: 2 days, 12:56:11 time: 0.1992 data_time: 0.0027 loss: 1.7687 2023/03/24 23:09:45 - mmengine - INFO - Epoch(train) [57][4300/5005] lr: 1.4517e-02 eta: 2 days, 12:55:56 time: 0.2030 data_time: 0.0027 loss: 1.8015 2023/03/24 23:10:04 - mmengine - INFO - Epoch(train) [57][4400/5005] lr: 1.4517e-02 eta: 2 days, 12:55:38 time: 0.1785 data_time: 0.0027 loss: 1.7565 2023/03/24 23:10:22 - mmengine - INFO - Epoch(train) [57][4500/5005] lr: 1.4517e-02 eta: 2 days, 12:55:20 time: 0.1802 data_time: 0.0028 loss: 1.5890 2023/03/24 23:10:40 - mmengine - INFO - Epoch(train) [57][4600/5005] lr: 1.4517e-02 eta: 2 days, 12:55:02 time: 0.1804 data_time: 0.0028 loss: 1.4219 2023/03/24 23:10:58 - mmengine - INFO - Epoch(train) [57][4700/5005] lr: 1.4517e-02 eta: 2 days, 12:54:44 time: 0.1812 data_time: 0.0027 loss: 1.8042 2023/03/24 23:11:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:11:16 - mmengine - INFO - Epoch(train) [57][4800/5005] lr: 1.4517e-02 eta: 2 days, 12:54:26 time: 0.1808 data_time: 0.0027 loss: 1.8319 2023/03/24 23:11:34 - mmengine - INFO - Epoch(train) [57][4900/5005] lr: 1.4517e-02 eta: 2 days, 12:54:09 time: 0.1772 data_time: 0.0027 loss: 1.7688 2023/03/24 23:11:53 - mmengine - INFO - Epoch(train) [57][5000/5005] lr: 1.4517e-02 eta: 2 days, 12:53:52 time: 0.1766 data_time: 0.0034 loss: 1.6410 2023/03/24 23:11:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:11:54 - mmengine - INFO - Saving checkpoint at 57 epochs 2023/03/24 23:12:02 - mmengine - INFO - Epoch(val) [57][100/196] eta: 0:00:06 time: 0.0591 data_time: 0.0186 2023/03/24 23:12:31 - mmengine - INFO - Epoch(val) [57][196/196] accuracy/top1: 65.2120 accuracy/top5: 86.3080data_time: 0.0696 time: 0.1028 2023/03/24 23:12:50 - mmengine - INFO - Epoch(train) [58][ 100/5005] lr: 1.4227e-02 eta: 2 days, 12:53:38 time: 0.1800 data_time: 0.0027 loss: 1.6092 2023/03/24 23:13:09 - mmengine - INFO - Epoch(train) [58][ 200/5005] lr: 1.4227e-02 eta: 2 days, 12:53:22 time: 0.2101 data_time: 0.0027 loss: 1.8115 2023/03/24 23:13:27 - mmengine - INFO - Epoch(train) [58][ 300/5005] lr: 1.4227e-02 eta: 2 days, 12:53:05 time: 0.1800 data_time: 0.0027 loss: 1.4905 2023/03/24 23:13:45 - mmengine - INFO - Epoch(train) [58][ 400/5005] lr: 1.4227e-02 eta: 2 days, 12:52:47 time: 0.1794 data_time: 0.0027 loss: 1.8034 2023/03/24 23:14:03 - mmengine - INFO - Epoch(train) [58][ 500/5005] lr: 1.4227e-02 eta: 2 days, 12:52:29 time: 0.1796 data_time: 0.0027 loss: 1.6001 2023/03/24 23:14:21 - mmengine - INFO - Epoch(train) [58][ 600/5005] lr: 1.4227e-02 eta: 2 days, 12:52:11 time: 0.1789 data_time: 0.0027 loss: 1.6310 2023/03/24 23:14:40 - mmengine - INFO - Epoch(train) [58][ 700/5005] lr: 1.4227e-02 eta: 2 days, 12:51:52 time: 0.1803 data_time: 0.0027 loss: 1.7594 2023/03/24 23:14:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:14:58 - mmengine - INFO - Epoch(train) [58][ 800/5005] lr: 1.4227e-02 eta: 2 days, 12:51:36 time: 0.1811 data_time: 0.0027 loss: 1.8168 2023/03/24 23:15:17 - mmengine - INFO - Epoch(train) [58][ 900/5005] lr: 1.4227e-02 eta: 2 days, 12:51:19 time: 0.2097 data_time: 0.0027 loss: 1.7724 2023/03/24 23:15:35 - mmengine - INFO - Epoch(train) [58][1000/5005] lr: 1.4227e-02 eta: 2 days, 12:51:02 time: 0.1882 data_time: 0.0027 loss: 1.7641 2023/03/24 23:15:53 - mmengine - INFO - Epoch(train) [58][1100/5005] lr: 1.4227e-02 eta: 2 days, 12:50:45 time: 0.1822 data_time: 0.0027 loss: 1.6753 2023/03/24 23:16:12 - mmengine - INFO - Epoch(train) [58][1200/5005] lr: 1.4227e-02 eta: 2 days, 12:50:28 time: 0.1813 data_time: 0.0027 loss: 1.5787 2023/03/24 23:16:30 - mmengine - INFO - Epoch(train) [58][1300/5005] lr: 1.4227e-02 eta: 2 days, 12:50:11 time: 0.1826 data_time: 0.0027 loss: 1.7249 2023/03/24 23:16:48 - mmengine - INFO - Epoch(train) [58][1400/5005] lr: 1.4227e-02 eta: 2 days, 12:49:53 time: 0.1817 data_time: 0.0027 loss: 1.6209 2023/03/24 23:17:06 - mmengine - INFO - Epoch(train) [58][1500/5005] lr: 1.4227e-02 eta: 2 days, 12:49:35 time: 0.1811 data_time: 0.0027 loss: 1.7129 2023/03/24 23:17:25 - mmengine - INFO - Epoch(train) [58][1600/5005] lr: 1.4227e-02 eta: 2 days, 12:49:17 time: 0.1825 data_time: 0.0027 loss: 1.7588 2023/03/24 23:17:43 - mmengine - INFO - Epoch(train) [58][1700/5005] lr: 1.4227e-02 eta: 2 days, 12:49:00 time: 0.1807 data_time: 0.0028 loss: 1.7740 2023/03/24 23:17:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:18:01 - mmengine - INFO - Epoch(train) [58][1800/5005] lr: 1.4227e-02 eta: 2 days, 12:48:43 time: 0.1790 data_time: 0.0028 loss: 1.6505 2023/03/24 23:18:20 - mmengine - INFO - Epoch(train) [58][1900/5005] lr: 1.4227e-02 eta: 2 days, 12:48:27 time: 0.1802 data_time: 0.0028 loss: 2.0024 2023/03/24 23:18:38 - mmengine - INFO - Epoch(train) [58][2000/5005] lr: 1.4227e-02 eta: 2 days, 12:48:09 time: 0.1805 data_time: 0.0027 loss: 1.6457 2023/03/24 23:18:57 - mmengine - INFO - Epoch(train) [58][2100/5005] lr: 1.4227e-02 eta: 2 days, 12:47:53 time: 0.1805 data_time: 0.0028 loss: 1.7224 2023/03/24 23:19:15 - mmengine - INFO - Epoch(train) [58][2200/5005] lr: 1.4227e-02 eta: 2 days, 12:47:35 time: 0.1788 data_time: 0.0027 loss: 1.7974 2023/03/24 23:19:33 - mmengine - INFO - Epoch(train) [58][2300/5005] lr: 1.4227e-02 eta: 2 days, 12:47:17 time: 0.1800 data_time: 0.0027 loss: 1.4848 2023/03/24 23:19:51 - mmengine - INFO - Epoch(train) [58][2400/5005] lr: 1.4227e-02 eta: 2 days, 12:46:59 time: 0.1796 data_time: 0.0027 loss: 1.6028 2023/03/24 23:20:09 - mmengine - INFO - Epoch(train) [58][2500/5005] lr: 1.4227e-02 eta: 2 days, 12:46:42 time: 0.1802 data_time: 0.0030 loss: 1.6263 2023/03/24 23:20:28 - mmengine - INFO - Epoch(train) [58][2600/5005] lr: 1.4227e-02 eta: 2 days, 12:46:25 time: 0.1811 data_time: 0.0027 loss: 1.6874 2023/03/24 23:20:46 - mmengine - INFO - Epoch(train) [58][2700/5005] lr: 1.4227e-02 eta: 2 days, 12:46:07 time: 0.1812 data_time: 0.0028 loss: 1.8500 2023/03/24 23:20:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:21:05 - mmengine - INFO - Epoch(train) [58][2800/5005] lr: 1.4227e-02 eta: 2 days, 12:45:51 time: 0.1818 data_time: 0.0027 loss: 1.7159 2023/03/24 23:21:23 - mmengine - INFO - Epoch(train) [58][2900/5005] lr: 1.4227e-02 eta: 2 days, 12:45:34 time: 0.1801 data_time: 0.0027 loss: 1.5402 2023/03/24 23:21:41 - mmengine - INFO - Epoch(train) [58][3000/5005] lr: 1.4227e-02 eta: 2 days, 12:45:16 time: 0.1810 data_time: 0.0027 loss: 1.7891 2023/03/24 23:22:00 - mmengine - INFO - Epoch(train) [58][3100/5005] lr: 1.4227e-02 eta: 2 days, 12:44:59 time: 0.1793 data_time: 0.0027 loss: 1.7476 2023/03/24 23:22:18 - mmengine - INFO - Epoch(train) [58][3200/5005] lr: 1.4227e-02 eta: 2 days, 12:44:42 time: 0.1805 data_time: 0.0027 loss: 1.6078 2023/03/24 23:22:36 - mmengine - INFO - Epoch(train) [58][3300/5005] lr: 1.4227e-02 eta: 2 days, 12:44:24 time: 0.1806 data_time: 0.0027 loss: 1.8343 2023/03/24 23:22:54 - mmengine - INFO - Epoch(train) [58][3400/5005] lr: 1.4227e-02 eta: 2 days, 12:44:06 time: 0.1820 data_time: 0.0027 loss: 1.7253 2023/03/24 23:23:13 - mmengine - INFO - Epoch(train) [58][3500/5005] lr: 1.4227e-02 eta: 2 days, 12:43:50 time: 0.1812 data_time: 0.0027 loss: 1.5394 2023/03/24 23:23:31 - mmengine - INFO - Epoch(train) [58][3600/5005] lr: 1.4227e-02 eta: 2 days, 12:43:33 time: 0.1793 data_time: 0.0028 loss: 1.6392 2023/03/24 23:23:49 - mmengine - INFO - Epoch(train) [58][3700/5005] lr: 1.4227e-02 eta: 2 days, 12:43:15 time: 0.1792 data_time: 0.0027 loss: 1.7293 2023/03/24 23:23:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:24:08 - mmengine - INFO - Epoch(train) [58][3800/5005] lr: 1.4227e-02 eta: 2 days, 12:42:58 time: 0.2038 data_time: 0.0027 loss: 1.7914 2023/03/24 23:24:26 - mmengine - INFO - Epoch(train) [58][3900/5005] lr: 1.4227e-02 eta: 2 days, 12:42:41 time: 0.1811 data_time: 0.0027 loss: 1.7596 2023/03/24 23:24:44 - mmengine - INFO - Epoch(train) [58][4000/5005] lr: 1.4227e-02 eta: 2 days, 12:42:24 time: 0.1789 data_time: 0.0027 loss: 1.8070 2023/03/24 23:25:03 - mmengine - INFO - Epoch(train) [58][4100/5005] lr: 1.4227e-02 eta: 2 days, 12:42:06 time: 0.1788 data_time: 0.0027 loss: 1.7532 2023/03/24 23:25:21 - mmengine - INFO - Epoch(train) [58][4200/5005] lr: 1.4227e-02 eta: 2 days, 12:41:47 time: 0.1804 data_time: 0.0027 loss: 1.6793 2023/03/24 23:25:39 - mmengine - INFO - Epoch(train) [58][4300/5005] lr: 1.4227e-02 eta: 2 days, 12:41:30 time: 0.1771 data_time: 0.0027 loss: 1.8649 2023/03/24 23:25:57 - mmengine - INFO - Epoch(train) [58][4400/5005] lr: 1.4227e-02 eta: 2 days, 12:41:13 time: 0.1815 data_time: 0.0027 loss: 1.7877 2023/03/24 23:26:16 - mmengine - INFO - Epoch(train) [58][4500/5005] lr: 1.4227e-02 eta: 2 days, 12:40:56 time: 0.1803 data_time: 0.0028 loss: 1.9466 2023/03/24 23:26:34 - mmengine - INFO - Epoch(train) [58][4600/5005] lr: 1.4227e-02 eta: 2 days, 12:40:39 time: 0.1915 data_time: 0.0027 loss: 1.7920 2023/03/24 23:26:52 - mmengine - INFO - Epoch(train) [58][4700/5005] lr: 1.4227e-02 eta: 2 days, 12:40:21 time: 0.1816 data_time: 0.0027 loss: 1.8783 2023/03/24 23:26:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:27:11 - mmengine - INFO - Epoch(train) [58][4800/5005] lr: 1.4227e-02 eta: 2 days, 12:40:04 time: 0.1800 data_time: 0.0027 loss: 1.5880 2023/03/24 23:27:29 - mmengine - INFO - Epoch(train) [58][4900/5005] lr: 1.4227e-02 eta: 2 days, 12:39:46 time: 0.1806 data_time: 0.0027 loss: 1.6396 2023/03/24 23:27:47 - mmengine - INFO - Epoch(train) [58][5000/5005] lr: 1.4227e-02 eta: 2 days, 12:39:30 time: 0.1780 data_time: 0.0034 loss: 1.6054 2023/03/24 23:27:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:27:49 - mmengine - INFO - Saving checkpoint at 58 epochs 2023/03/24 23:27:56 - mmengine - INFO - Epoch(val) [58][100/196] eta: 0:00:06 time: 0.0594 data_time: 0.0198 2023/03/24 23:28:25 - mmengine - INFO - Epoch(val) [58][196/196] accuracy/top1: 66.0780 accuracy/top5: 86.8080data_time: 0.0663 time: 0.1007 2023/03/24 23:28:45 - mmengine - INFO - Epoch(train) [59][ 100/5005] lr: 1.3942e-02 eta: 2 days, 12:39:15 time: 0.1780 data_time: 0.0028 loss: 1.4908 2023/03/24 23:29:03 - mmengine - INFO - Epoch(train) [59][ 200/5005] lr: 1.3942e-02 eta: 2 days, 12:38:57 time: 0.1791 data_time: 0.0028 loss: 1.7827 2023/03/24 23:29:21 - mmengine - INFO - Epoch(train) [59][ 300/5005] lr: 1.3942e-02 eta: 2 days, 12:38:39 time: 0.1844 data_time: 0.0028 loss: 1.5890 2023/03/24 23:29:40 - mmengine - INFO - Epoch(train) [59][ 400/5005] lr: 1.3942e-02 eta: 2 days, 12:38:23 time: 0.1808 data_time: 0.0028 loss: 1.5408 2023/03/24 23:29:58 - mmengine - INFO - Epoch(train) [59][ 500/5005] lr: 1.3942e-02 eta: 2 days, 12:38:05 time: 0.1802 data_time: 0.0027 loss: 1.8729 2023/03/24 23:30:16 - mmengine - INFO - Epoch(train) [59][ 600/5005] lr: 1.3942e-02 eta: 2 days, 12:37:47 time: 0.1811 data_time: 0.0028 loss: 1.6141 2023/03/24 23:30:34 - mmengine - INFO - Epoch(train) [59][ 700/5005] lr: 1.3942e-02 eta: 2 days, 12:37:29 time: 0.1811 data_time: 0.0028 loss: 1.7882 2023/03/24 23:30:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:30:52 - mmengine - INFO - Epoch(train) [59][ 800/5005] lr: 1.3942e-02 eta: 2 days, 12:37:12 time: 0.1790 data_time: 0.0027 loss: 1.3605 2023/03/24 23:31:10 - mmengine - INFO - Epoch(train) [59][ 900/5005] lr: 1.3942e-02 eta: 2 days, 12:36:54 time: 0.1785 data_time: 0.0027 loss: 1.9039 2023/03/24 23:31:29 - mmengine - INFO - Epoch(train) [59][1000/5005] lr: 1.3942e-02 eta: 2 days, 12:36:38 time: 0.1804 data_time: 0.0027 loss: 1.7516 2023/03/24 23:31:48 - mmengine - INFO - Epoch(train) [59][1100/5005] lr: 1.3942e-02 eta: 2 days, 12:36:21 time: 0.1787 data_time: 0.0029 loss: 1.7813 2023/03/24 23:32:06 - mmengine - INFO - Epoch(train) [59][1200/5005] lr: 1.3942e-02 eta: 2 days, 12:36:03 time: 0.1808 data_time: 0.0028 loss: 1.5108 2023/03/24 23:32:24 - mmengine - INFO - Epoch(train) [59][1300/5005] lr: 1.3942e-02 eta: 2 days, 12:35:45 time: 0.1803 data_time: 0.0028 loss: 1.7200 2023/03/24 23:32:42 - mmengine - INFO - Epoch(train) [59][1400/5005] lr: 1.3942e-02 eta: 2 days, 12:35:27 time: 0.1809 data_time: 0.0027 loss: 1.7408 2023/03/24 23:33:01 - mmengine - INFO - Epoch(train) [59][1500/5005] lr: 1.3942e-02 eta: 2 days, 12:35:10 time: 0.1803 data_time: 0.0028 loss: 1.6144 2023/03/24 23:33:19 - mmengine - INFO - Epoch(train) [59][1600/5005] lr: 1.3942e-02 eta: 2 days, 12:34:52 time: 0.1807 data_time: 0.0028 loss: 1.7043 2023/03/24 23:33:37 - mmengine - INFO - Epoch(train) [59][1700/5005] lr: 1.3942e-02 eta: 2 days, 12:34:35 time: 0.1794 data_time: 0.0028 loss: 1.5847 2023/03/24 23:33:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:33:55 - mmengine - INFO - Epoch(train) [59][1800/5005] lr: 1.3942e-02 eta: 2 days, 12:34:18 time: 0.1801 data_time: 0.0027 loss: 1.8052 2023/03/24 23:34:14 - mmengine - INFO - Epoch(train) [59][1900/5005] lr: 1.3942e-02 eta: 2 days, 12:34:02 time: 0.1796 data_time: 0.0028 loss: 1.8254 2023/03/24 23:34:32 - mmengine - INFO - Epoch(train) [59][2000/5005] lr: 1.3942e-02 eta: 2 days, 12:33:44 time: 0.1780 data_time: 0.0028 loss: 1.7887 2023/03/24 23:34:50 - mmengine - INFO - Epoch(train) [59][2100/5005] lr: 1.3942e-02 eta: 2 days, 12:33:26 time: 0.1785 data_time: 0.0028 loss: 1.5372 2023/03/24 23:35:09 - mmengine - INFO - Epoch(train) [59][2200/5005] lr: 1.3942e-02 eta: 2 days, 12:33:08 time: 0.1802 data_time: 0.0027 loss: 1.7227 2023/03/24 23:35:27 - mmengine - INFO - Epoch(train) [59][2300/5005] lr: 1.3942e-02 eta: 2 days, 12:32:51 time: 0.1783 data_time: 0.0028 loss: 1.6094 2023/03/24 23:35:45 - mmengine - INFO - Epoch(train) [59][2400/5005] lr: 1.3942e-02 eta: 2 days, 12:32:34 time: 0.1810 data_time: 0.0028 loss: 1.7916 2023/03/24 23:36:04 - mmengine - INFO - Epoch(train) [59][2500/5005] lr: 1.3942e-02 eta: 2 days, 12:32:17 time: 0.1786 data_time: 0.0027 loss: 1.6403 2023/03/24 23:36:22 - mmengine - INFO - Epoch(train) [59][2600/5005] lr: 1.3942e-02 eta: 2 days, 12:31:59 time: 0.1805 data_time: 0.0027 loss: 1.7094 2023/03/24 23:36:40 - mmengine - INFO - Epoch(train) [59][2700/5005] lr: 1.3942e-02 eta: 2 days, 12:31:42 time: 0.1792 data_time: 0.0028 loss: 1.5725 2023/03/24 23:36:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:36:58 - mmengine - INFO - Epoch(train) [59][2800/5005] lr: 1.3942e-02 eta: 2 days, 12:31:24 time: 0.1800 data_time: 0.0027 loss: 1.6976 2023/03/24 23:37:17 - mmengine - INFO - Epoch(train) [59][2900/5005] lr: 1.3942e-02 eta: 2 days, 12:31:07 time: 0.1814 data_time: 0.0028 loss: 1.6389 2023/03/24 23:37:35 - mmengine - INFO - Epoch(train) [59][3000/5005] lr: 1.3942e-02 eta: 2 days, 12:30:49 time: 0.1814 data_time: 0.0027 loss: 1.6733 2023/03/24 23:37:53 - mmengine - INFO - Epoch(train) [59][3100/5005] lr: 1.3942e-02 eta: 2 days, 12:30:32 time: 0.1795 data_time: 0.0027 loss: 1.7074 2023/03/24 23:38:12 - mmengine - INFO - Epoch(train) [59][3200/5005] lr: 1.3942e-02 eta: 2 days, 12:30:16 time: 0.2066 data_time: 0.0028 loss: 1.7937 2023/03/24 23:38:30 - mmengine - INFO - Epoch(train) [59][3300/5005] lr: 1.3942e-02 eta: 2 days, 12:29:58 time: 0.1793 data_time: 0.0028 loss: 1.7984 2023/03/24 23:38:48 - mmengine - INFO - Epoch(train) [59][3400/5005] lr: 1.3942e-02 eta: 2 days, 12:29:40 time: 0.1816 data_time: 0.0028 loss: 1.9342 2023/03/24 23:39:07 - mmengine - INFO - Epoch(train) [59][3500/5005] lr: 1.3942e-02 eta: 2 days, 12:29:22 time: 0.1802 data_time: 0.0028 loss: 1.7026 2023/03/24 23:39:25 - mmengine - INFO - Epoch(train) [59][3600/5005] lr: 1.3942e-02 eta: 2 days, 12:29:06 time: 0.1810 data_time: 0.0030 loss: 1.5417 2023/03/24 23:39:43 - mmengine - INFO - Epoch(train) [59][3700/5005] lr: 1.3942e-02 eta: 2 days, 12:28:48 time: 0.1802 data_time: 0.0028 loss: 1.4456 2023/03/24 23:39:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:40:02 - mmengine - INFO - Epoch(train) [59][3800/5005] lr: 1.3942e-02 eta: 2 days, 12:28:31 time: 0.1787 data_time: 0.0027 loss: 1.5061 2023/03/24 23:40:20 - mmengine - INFO - Epoch(train) [59][3900/5005] lr: 1.3942e-02 eta: 2 days, 12:28:14 time: 0.1775 data_time: 0.0028 loss: 1.7106 2023/03/24 23:40:38 - mmengine - INFO - Epoch(train) [59][4000/5005] lr: 1.3942e-02 eta: 2 days, 12:27:56 time: 0.1794 data_time: 0.0030 loss: 1.9097 2023/03/24 23:40:56 - mmengine - INFO - Epoch(train) [59][4100/5005] lr: 1.3942e-02 eta: 2 days, 12:27:37 time: 0.1783 data_time: 0.0028 loss: 1.6661 2023/03/24 23:41:15 - mmengine - INFO - Epoch(train) [59][4200/5005] lr: 1.3942e-02 eta: 2 days, 12:27:20 time: 0.1803 data_time: 0.0028 loss: 1.7442 2023/03/24 23:41:33 - mmengine - INFO - Epoch(train) [59][4300/5005] lr: 1.3942e-02 eta: 2 days, 12:27:03 time: 0.1775 data_time: 0.0028 loss: 1.8086 2023/03/24 23:41:51 - mmengine - INFO - Epoch(train) [59][4400/5005] lr: 1.3942e-02 eta: 2 days, 12:26:46 time: 0.1819 data_time: 0.0028 loss: 1.7293 2023/03/24 23:42:10 - mmengine - INFO - Epoch(train) [59][4500/5005] lr: 1.3942e-02 eta: 2 days, 12:26:29 time: 0.1809 data_time: 0.0028 loss: 1.5933 2023/03/24 23:42:28 - mmengine - INFO - Epoch(train) [59][4600/5005] lr: 1.3942e-02 eta: 2 days, 12:26:12 time: 0.1948 data_time: 0.0030 loss: 1.7284 2023/03/24 23:42:47 - mmengine - INFO - Epoch(train) [59][4700/5005] lr: 1.3942e-02 eta: 2 days, 12:25:55 time: 0.1775 data_time: 0.0028 loss: 1.9681 2023/03/24 23:42:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:43:05 - mmengine - INFO - Epoch(train) [59][4800/5005] lr: 1.3942e-02 eta: 2 days, 12:25:37 time: 0.1801 data_time: 0.0031 loss: 1.7187 2023/03/24 23:43:23 - mmengine - INFO - Epoch(train) [59][4900/5005] lr: 1.3942e-02 eta: 2 days, 12:25:19 time: 0.1794 data_time: 0.0028 loss: 1.6941 2023/03/24 23:43:41 - mmengine - INFO - Epoch(train) [59][5000/5005] lr: 1.3942e-02 eta: 2 days, 12:25:01 time: 0.1784 data_time: 0.0033 loss: 1.6582 2023/03/24 23:43:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:43:42 - mmengine - INFO - Saving checkpoint at 59 epochs 2023/03/24 23:43:50 - mmengine - INFO - Epoch(val) [59][100/196] eta: 0:00:06 time: 0.0644 data_time: 0.0245 2023/03/24 23:44:19 - mmengine - INFO - Epoch(val) [59][196/196] accuracy/top1: 65.8800 accuracy/top5: 86.8120data_time: 0.0650 time: 0.1016 2023/03/24 23:44:39 - mmengine - INFO - Epoch(train) [60][ 100/5005] lr: 1.3663e-02 eta: 2 days, 12:24:48 time: 0.1801 data_time: 0.0030 loss: 1.8142 2023/03/24 23:44:57 - mmengine - INFO - Epoch(train) [60][ 200/5005] lr: 1.3663e-02 eta: 2 days, 12:24:30 time: 0.1832 data_time: 0.0028 loss: 1.6101 2023/03/24 23:45:15 - mmengine - INFO - Epoch(train) [60][ 300/5005] lr: 1.3663e-02 eta: 2 days, 12:24:12 time: 0.1791 data_time: 0.0029 loss: 1.6961 2023/03/24 23:45:34 - mmengine - INFO - Epoch(train) [60][ 400/5005] lr: 1.3663e-02 eta: 2 days, 12:23:56 time: 0.1812 data_time: 0.0028 loss: 1.6001 2023/03/24 23:45:52 - mmengine - INFO - Epoch(train) [60][ 500/5005] lr: 1.3663e-02 eta: 2 days, 12:23:38 time: 0.1808 data_time: 0.0028 loss: 1.7769 2023/03/24 23:46:10 - mmengine - INFO - Epoch(train) [60][ 600/5005] lr: 1.3663e-02 eta: 2 days, 12:23:20 time: 0.1805 data_time: 0.0029 loss: 1.8337 2023/03/24 23:46:29 - mmengine - INFO - Epoch(train) [60][ 700/5005] lr: 1.3663e-02 eta: 2 days, 12:23:03 time: 0.1811 data_time: 0.0028 loss: 1.5449 2023/03/24 23:46:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:46:47 - mmengine - INFO - Epoch(train) [60][ 800/5005] lr: 1.3663e-02 eta: 2 days, 12:22:46 time: 0.1768 data_time: 0.0028 loss: 1.7130 2023/03/24 23:47:05 - mmengine - INFO - Epoch(train) [60][ 900/5005] lr: 1.3663e-02 eta: 2 days, 12:22:28 time: 0.1804 data_time: 0.0028 loss: 1.6133 2023/03/24 23:47:24 - mmengine - INFO - Epoch(train) [60][1000/5005] lr: 1.3663e-02 eta: 2 days, 12:22:12 time: 0.1800 data_time: 0.0028 loss: 1.7252 2023/03/24 23:47:42 - mmengine - INFO - Epoch(train) [60][1100/5005] lr: 1.3663e-02 eta: 2 days, 12:21:54 time: 0.1792 data_time: 0.0027 loss: 1.8467 2023/03/24 23:48:00 - mmengine - INFO - Epoch(train) [60][1200/5005] lr: 1.3663e-02 eta: 2 days, 12:21:36 time: 0.1802 data_time: 0.0027 loss: 1.5927 2023/03/24 23:48:19 - mmengine - INFO - Epoch(train) [60][1300/5005] lr: 1.3663e-02 eta: 2 days, 12:21:20 time: 0.1823 data_time: 0.0028 loss: 1.6071 2023/03/24 23:48:37 - mmengine - INFO - Epoch(train) [60][1400/5005] lr: 1.3663e-02 eta: 2 days, 12:21:02 time: 0.1799 data_time: 0.0028 loss: 1.8030 2023/03/24 23:48:55 - mmengine - INFO - Epoch(train) [60][1500/5005] lr: 1.3663e-02 eta: 2 days, 12:20:45 time: 0.1801 data_time: 0.0028 loss: 1.8005 2023/03/24 23:49:14 - mmengine - INFO - Epoch(train) [60][1600/5005] lr: 1.3663e-02 eta: 2 days, 12:20:27 time: 0.1805 data_time: 0.0028 loss: 1.6317 2023/03/24 23:49:32 - mmengine - INFO - Epoch(train) [60][1700/5005] lr: 1.3663e-02 eta: 2 days, 12:20:10 time: 0.2025 data_time: 0.0028 loss: 1.6717 2023/03/24 23:49:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:49:50 - mmengine - INFO - Epoch(train) [60][1800/5005] lr: 1.3663e-02 eta: 2 days, 12:19:53 time: 0.1798 data_time: 0.0028 loss: 1.7361 2023/03/24 23:50:09 - mmengine - INFO - Epoch(train) [60][1900/5005] lr: 1.3663e-02 eta: 2 days, 12:19:36 time: 0.1797 data_time: 0.0027 loss: 1.5443 2023/03/24 23:50:27 - mmengine - INFO - Epoch(train) [60][2000/5005] lr: 1.3663e-02 eta: 2 days, 12:19:18 time: 0.1805 data_time: 0.0029 loss: 1.5091 2023/03/24 23:50:45 - mmengine - INFO - Epoch(train) [60][2100/5005] lr: 1.3663e-02 eta: 2 days, 12:19:00 time: 0.1805 data_time: 0.0028 loss: 1.8358 2023/03/24 23:51:04 - mmengine - INFO - Epoch(train) [60][2200/5005] lr: 1.3663e-02 eta: 2 days, 12:18:44 time: 0.1812 data_time: 0.0028 loss: 2.0046 2023/03/24 23:51:22 - mmengine - INFO - Epoch(train) [60][2300/5005] lr: 1.3663e-02 eta: 2 days, 12:18:26 time: 0.1806 data_time: 0.0029 loss: 1.5970 2023/03/24 23:51:40 - mmengine - INFO - Epoch(train) [60][2400/5005] lr: 1.3663e-02 eta: 2 days, 12:18:09 time: 0.1798 data_time: 0.0028 loss: 1.6056 2023/03/24 23:51:59 - mmengine - INFO - Epoch(train) [60][2500/5005] lr: 1.3663e-02 eta: 2 days, 12:17:51 time: 0.1802 data_time: 0.0028 loss: 1.5541 2023/03/24 23:52:17 - mmengine - INFO - Epoch(train) [60][2600/5005] lr: 1.3663e-02 eta: 2 days, 12:17:33 time: 0.1805 data_time: 0.0028 loss: 1.7501 2023/03/24 23:52:35 - mmengine - INFO - Epoch(train) [60][2700/5005] lr: 1.3663e-02 eta: 2 days, 12:17:17 time: 0.1793 data_time: 0.0028 loss: 1.6324 2023/03/24 23:52:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:52:54 - mmengine - INFO - Epoch(train) [60][2800/5005] lr: 1.3663e-02 eta: 2 days, 12:17:00 time: 0.2086 data_time: 0.0028 loss: 1.8445 2023/03/24 23:53:12 - mmengine - INFO - Epoch(train) [60][2900/5005] lr: 1.3663e-02 eta: 2 days, 12:16:43 time: 0.1811 data_time: 0.0027 loss: 1.5406 2023/03/24 23:53:30 - mmengine - INFO - Epoch(train) [60][3000/5005] lr: 1.3663e-02 eta: 2 days, 12:16:25 time: 0.1812 data_time: 0.0028 loss: 1.6342 2023/03/24 23:53:49 - mmengine - INFO - Epoch(train) [60][3100/5005] lr: 1.3663e-02 eta: 2 days, 12:16:08 time: 0.1811 data_time: 0.0029 loss: 1.6870 2023/03/24 23:54:07 - mmengine - INFO - Epoch(train) [60][3200/5005] lr: 1.3663e-02 eta: 2 days, 12:15:51 time: 0.1806 data_time: 0.0028 loss: 1.7836 2023/03/24 23:54:25 - mmengine - INFO - Epoch(train) [60][3300/5005] lr: 1.3663e-02 eta: 2 days, 12:15:33 time: 0.1801 data_time: 0.0028 loss: 1.7686 2023/03/24 23:54:43 - mmengine - INFO - Epoch(train) [60][3400/5005] lr: 1.3663e-02 eta: 2 days, 12:15:15 time: 0.1790 data_time: 0.0028 loss: 1.8438 2023/03/24 23:55:02 - mmengine - INFO - Epoch(train) [60][3500/5005] lr: 1.3663e-02 eta: 2 days, 12:14:57 time: 0.1818 data_time: 0.0028 loss: 1.5575 2023/03/24 23:55:20 - mmengine - INFO - Epoch(train) [60][3600/5005] lr: 1.3663e-02 eta: 2 days, 12:14:41 time: 0.1814 data_time: 0.0028 loss: 1.8203 2023/03/24 23:55:39 - mmengine - INFO - Epoch(train) [60][3700/5005] lr: 1.3663e-02 eta: 2 days, 12:14:24 time: 0.1799 data_time: 0.0028 loss: 1.7868 2023/03/24 23:55:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:55:57 - mmengine - INFO - Epoch(train) [60][3800/5005] lr: 1.3663e-02 eta: 2 days, 12:14:08 time: 0.1813 data_time: 0.0029 loss: 1.6872 2023/03/24 23:56:16 - mmengine - INFO - Epoch(train) [60][3900/5005] lr: 1.3663e-02 eta: 2 days, 12:13:51 time: 0.1819 data_time: 0.0028 loss: 1.8315 2023/03/24 23:56:34 - mmengine - INFO - Epoch(train) [60][4000/5005] lr: 1.3663e-02 eta: 2 days, 12:13:33 time: 0.1818 data_time: 0.0029 loss: 1.8118 2023/03/24 23:56:52 - mmengine - INFO - Epoch(train) [60][4100/5005] lr: 1.3663e-02 eta: 2 days, 12:13:17 time: 0.1794 data_time: 0.0028 loss: 1.6493 2023/03/24 23:57:11 - mmengine - INFO - Epoch(train) [60][4200/5005] lr: 1.3663e-02 eta: 2 days, 12:12:59 time: 0.1811 data_time: 0.0029 loss: 1.7762 2023/03/24 23:57:29 - mmengine - INFO - Epoch(train) [60][4300/5005] lr: 1.3663e-02 eta: 2 days, 12:12:41 time: 0.1787 data_time: 0.0029 loss: 1.5906 2023/03/24 23:57:47 - mmengine - INFO - Epoch(train) [60][4400/5005] lr: 1.3663e-02 eta: 2 days, 12:12:24 time: 0.1798 data_time: 0.0028 loss: 1.4703 2023/03/24 23:58:06 - mmengine - INFO - Epoch(train) [60][4500/5005] lr: 1.3663e-02 eta: 2 days, 12:12:06 time: 0.1804 data_time: 0.0030 loss: 1.4548 2023/03/24 23:58:24 - mmengine - INFO - Epoch(train) [60][4600/5005] lr: 1.3663e-02 eta: 2 days, 12:11:50 time: 0.1798 data_time: 0.0028 loss: 1.7848 2023/03/24 23:58:42 - mmengine - INFO - Epoch(train) [60][4700/5005] lr: 1.3663e-02 eta: 2 days, 12:11:32 time: 0.1810 data_time: 0.0028 loss: 1.7717 2023/03/24 23:58:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:59:01 - mmengine - INFO - Epoch(train) [60][4800/5005] lr: 1.3663e-02 eta: 2 days, 12:11:14 time: 0.1797 data_time: 0.0028 loss: 1.7261 2023/03/24 23:59:19 - mmengine - INFO - Epoch(train) [60][4900/5005] lr: 1.3663e-02 eta: 2 days, 12:10:57 time: 0.1782 data_time: 0.0028 loss: 1.7768 2023/03/24 23:59:37 - mmengine - INFO - Epoch(train) [60][5000/5005] lr: 1.3663e-02 eta: 2 days, 12:10:40 time: 0.1791 data_time: 0.0035 loss: 1.7398 2023/03/24 23:59:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/24 23:59:39 - mmengine - INFO - Saving checkpoint at 60 epochs 2023/03/24 23:59:46 - mmengine - INFO - Epoch(val) [60][100/196] eta: 0:00:06 time: 0.0586 data_time: 0.0201 2023/03/25 00:00:15 - mmengine - INFO - Epoch(val) [60][196/196] accuracy/top1: 65.8420 accuracy/top5: 86.6940data_time: 0.0629 time: 0.0992 2023/03/25 00:00:35 - mmengine - INFO - Epoch(train) [61][ 100/5005] lr: 1.3390e-02 eta: 2 days, 12:10:25 time: 0.1785 data_time: 0.0030 loss: 1.6233 2023/03/25 00:00:53 - mmengine - INFO - Epoch(train) [61][ 200/5005] lr: 1.3390e-02 eta: 2 days, 12:10:07 time: 0.1789 data_time: 0.0028 loss: 1.5345 2023/03/25 00:01:11 - mmengine - INFO - Epoch(train) [61][ 300/5005] lr: 1.3390e-02 eta: 2 days, 12:09:50 time: 0.1814 data_time: 0.0028 loss: 1.6592 2023/03/25 00:01:29 - mmengine - INFO - Epoch(train) [61][ 400/5005] lr: 1.3390e-02 eta: 2 days, 12:09:32 time: 0.1810 data_time: 0.0028 loss: 1.9085 2023/03/25 00:01:48 - mmengine - INFO - Epoch(train) [61][ 500/5005] lr: 1.3390e-02 eta: 2 days, 12:09:16 time: 0.2039 data_time: 0.0028 loss: 1.6921 2023/03/25 00:02:07 - mmengine - INFO - Epoch(train) [61][ 600/5005] lr: 1.3390e-02 eta: 2 days, 12:09:00 time: 0.1799 data_time: 0.0029 loss: 1.6000 2023/03/25 00:02:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:02:25 - mmengine - INFO - Epoch(train) [61][ 700/5005] lr: 1.3390e-02 eta: 2 days, 12:08:42 time: 0.1802 data_time: 0.0030 loss: 1.6986 2023/03/25 00:02:43 - mmengine - INFO - Epoch(train) [61][ 800/5005] lr: 1.3390e-02 eta: 2 days, 12:08:24 time: 0.1816 data_time: 0.0028 loss: 1.5538 2023/03/25 00:03:01 - mmengine - INFO - Epoch(train) [61][ 900/5005] lr: 1.3390e-02 eta: 2 days, 12:08:07 time: 0.1806 data_time: 0.0028 loss: 1.7833 2023/03/25 00:03:20 - mmengine - INFO - Epoch(train) [61][1000/5005] lr: 1.3390e-02 eta: 2 days, 12:07:49 time: 0.1807 data_time: 0.0028 loss: 1.6763 2023/03/25 00:03:38 - mmengine - INFO - Epoch(train) [61][1100/5005] lr: 1.3390e-02 eta: 2 days, 12:07:31 time: 0.1798 data_time: 0.0028 loss: 1.5541 2023/03/25 00:03:56 - mmengine - INFO - Epoch(train) [61][1200/5005] lr: 1.3390e-02 eta: 2 days, 12:07:14 time: 0.1800 data_time: 0.0028 loss: 1.7406 2023/03/25 00:04:14 - mmengine - INFO - Epoch(train) [61][1300/5005] lr: 1.3390e-02 eta: 2 days, 12:06:56 time: 0.1815 data_time: 0.0028 loss: 1.4916 2023/03/25 00:04:33 - mmengine - INFO - Epoch(train) [61][1400/5005] lr: 1.3390e-02 eta: 2 days, 12:06:40 time: 0.2111 data_time: 0.0028 loss: 1.6295 2023/03/25 00:04:51 - mmengine - INFO - Epoch(train) [61][1500/5005] lr: 1.3390e-02 eta: 2 days, 12:06:23 time: 0.1796 data_time: 0.0028 loss: 1.6180 2023/03/25 00:05:10 - mmengine - INFO - Epoch(train) [61][1600/5005] lr: 1.3390e-02 eta: 2 days, 12:06:05 time: 0.1811 data_time: 0.0028 loss: 1.5384 2023/03/25 00:05:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:05:28 - mmengine - INFO - Epoch(train) [61][1700/5005] lr: 1.3390e-02 eta: 2 days, 12:05:48 time: 0.1820 data_time: 0.0028 loss: 1.7208 2023/03/25 00:05:46 - mmengine - INFO - Epoch(train) [61][1800/5005] lr: 1.3390e-02 eta: 2 days, 12:05:30 time: 0.1813 data_time: 0.0030 loss: 1.6437 2023/03/25 00:06:04 - mmengine - INFO - Epoch(train) [61][1900/5005] lr: 1.3390e-02 eta: 2 days, 12:05:13 time: 0.1796 data_time: 0.0029 loss: 1.6996 2023/03/25 00:06:23 - mmengine - INFO - Epoch(train) [61][2000/5005] lr: 1.3390e-02 eta: 2 days, 12:04:55 time: 0.1809 data_time: 0.0028 loss: 1.6530 2023/03/25 00:06:41 - mmengine - INFO - Epoch(train) [61][2100/5005] lr: 1.3390e-02 eta: 2 days, 12:04:37 time: 0.1818 data_time: 0.0030 loss: 1.6723 2023/03/25 00:06:59 - mmengine - INFO - Epoch(train) [61][2200/5005] lr: 1.3390e-02 eta: 2 days, 12:04:20 time: 0.1799 data_time: 0.0028 loss: 1.7814 2023/03/25 00:07:18 - mmengine - INFO - Epoch(train) [61][2300/5005] lr: 1.3390e-02 eta: 2 days, 12:04:04 time: 0.1793 data_time: 0.0028 loss: 1.5751 2023/03/25 00:07:37 - mmengine - INFO - Epoch(train) [61][2400/5005] lr: 1.3390e-02 eta: 2 days, 12:03:47 time: 0.1780 data_time: 0.0028 loss: 1.8919 2023/03/25 00:07:55 - mmengine - INFO - Epoch(train) [61][2500/5005] lr: 1.3390e-02 eta: 2 days, 12:03:30 time: 0.1803 data_time: 0.0028 loss: 1.7121 2023/03/25 00:08:13 - mmengine - INFO - Epoch(train) [61][2600/5005] lr: 1.3390e-02 eta: 2 days, 12:03:12 time: 0.1800 data_time: 0.0028 loss: 1.6467 2023/03/25 00:08:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:08:31 - mmengine - INFO - Epoch(train) [61][2700/5005] lr: 1.3390e-02 eta: 2 days, 12:02:54 time: 0.1815 data_time: 0.0028 loss: 1.7552 2023/03/25 00:08:49 - mmengine - INFO - Epoch(train) [61][2800/5005] lr: 1.3390e-02 eta: 2 days, 12:02:36 time: 0.1798 data_time: 0.0028 loss: 1.5684 2023/03/25 00:09:08 - mmengine - INFO - Epoch(train) [61][2900/5005] lr: 1.3390e-02 eta: 2 days, 12:02:18 time: 0.1808 data_time: 0.0029 loss: 1.5886 2023/03/25 00:09:26 - mmengine - INFO - Epoch(train) [61][3000/5005] lr: 1.3390e-02 eta: 2 days, 12:02:01 time: 0.1803 data_time: 0.0029 loss: 1.7831 2023/03/25 00:09:45 - mmengine - INFO - Epoch(train) [61][3100/5005] lr: 1.3390e-02 eta: 2 days, 12:01:45 time: 0.1817 data_time: 0.0029 loss: 1.8858 2023/03/25 00:10:03 - mmengine - INFO - Epoch(train) [61][3200/5005] lr: 1.3390e-02 eta: 2 days, 12:01:28 time: 0.1907 data_time: 0.0028 loss: 1.7792 2023/03/25 00:10:21 - mmengine - INFO - Epoch(train) [61][3300/5005] lr: 1.3390e-02 eta: 2 days, 12:01:11 time: 0.1790 data_time: 0.0028 loss: 1.9664 2023/03/25 00:10:40 - mmengine - INFO - Epoch(train) [61][3400/5005] lr: 1.3390e-02 eta: 2 days, 12:00:53 time: 0.1776 data_time: 0.0028 loss: 1.7457 2023/03/25 00:10:58 - mmengine - INFO - Epoch(train) [61][3500/5005] lr: 1.3390e-02 eta: 2 days, 12:00:35 time: 0.1814 data_time: 0.0028 loss: 1.6913 2023/03/25 00:11:16 - mmengine - INFO - Epoch(train) [61][3600/5005] lr: 1.3390e-02 eta: 2 days, 12:00:18 time: 0.1806 data_time: 0.0028 loss: 1.5272 2023/03/25 00:11:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:11:34 - mmengine - INFO - Epoch(train) [61][3700/5005] lr: 1.3390e-02 eta: 2 days, 12:00:00 time: 0.1794 data_time: 0.0028 loss: 1.5977 2023/03/25 00:11:53 - mmengine - INFO - Epoch(train) [61][3800/5005] lr: 1.3390e-02 eta: 2 days, 11:59:43 time: 0.1810 data_time: 0.0028 loss: 1.8030 2023/03/25 00:12:11 - mmengine - INFO - Epoch(train) [61][3900/5005] lr: 1.3390e-02 eta: 2 days, 11:59:26 time: 0.1787 data_time: 0.0028 loss: 1.7364 2023/03/25 00:12:30 - mmengine - INFO - Epoch(train) [61][4000/5005] lr: 1.3390e-02 eta: 2 days, 11:59:09 time: 0.1780 data_time: 0.0029 loss: 1.7547 2023/03/25 00:12:48 - mmengine - INFO - Epoch(train) [61][4100/5005] lr: 1.3390e-02 eta: 2 days, 11:58:52 time: 0.1818 data_time: 0.0028 loss: 1.6062 2023/03/25 00:13:06 - mmengine - INFO - Epoch(train) [61][4200/5005] lr: 1.3390e-02 eta: 2 days, 11:58:35 time: 0.1797 data_time: 0.0028 loss: 1.7834 2023/03/25 00:13:25 - mmengine - INFO - Epoch(train) [61][4300/5005] lr: 1.3390e-02 eta: 2 days, 11:58:17 time: 0.1798 data_time: 0.0030 loss: 1.6732 2023/03/25 00:13:43 - mmengine - INFO - Epoch(train) [61][4400/5005] lr: 1.3390e-02 eta: 2 days, 11:58:00 time: 0.1911 data_time: 0.0028 loss: 1.6485 2023/03/25 00:14:01 - mmengine - INFO - Epoch(train) [61][4500/5005] lr: 1.3390e-02 eta: 2 days, 11:57:42 time: 0.1807 data_time: 0.0028 loss: 1.6813 2023/03/25 00:14:20 - mmengine - INFO - Epoch(train) [61][4600/5005] lr: 1.3390e-02 eta: 2 days, 11:57:24 time: 0.1803 data_time: 0.0029 loss: 1.7916 2023/03/25 00:14:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:14:38 - mmengine - INFO - Epoch(train) [61][4700/5005] lr: 1.3390e-02 eta: 2 days, 11:57:06 time: 0.1813 data_time: 0.0028 loss: 1.5130 2023/03/25 00:14:56 - mmengine - INFO - Epoch(train) [61][4800/5005] lr: 1.3390e-02 eta: 2 days, 11:56:48 time: 0.1806 data_time: 0.0029 loss: 1.5809 2023/03/25 00:15:14 - mmengine - INFO - Epoch(train) [61][4900/5005] lr: 1.3390e-02 eta: 2 days, 11:56:32 time: 0.1817 data_time: 0.0028 loss: 1.7233 2023/03/25 00:15:33 - mmengine - INFO - Epoch(train) [61][5000/5005] lr: 1.3390e-02 eta: 2 days, 11:56:16 time: 0.1796 data_time: 0.0035 loss: 2.0099 2023/03/25 00:15:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:15:34 - mmengine - INFO - Saving checkpoint at 61 epochs 2023/03/25 00:15:42 - mmengine - INFO - Epoch(val) [61][100/196] eta: 0:00:06 time: 0.0600 data_time: 0.0222 2023/03/25 00:16:11 - mmengine - INFO - Epoch(val) [61][196/196] accuracy/top1: 66.0540 accuracy/top5: 86.8240data_time: 0.0634 time: 0.0991 2023/03/25 00:16:31 - mmengine - INFO - Epoch(train) [62][ 100/5005] lr: 1.3122e-02 eta: 2 days, 11:56:02 time: 0.1798 data_time: 0.0028 loss: 1.7644 2023/03/25 00:16:49 - mmengine - INFO - Epoch(train) [62][ 200/5005] lr: 1.3122e-02 eta: 2 days, 11:55:45 time: 0.1814 data_time: 0.0028 loss: 1.6382 2023/03/25 00:17:07 - mmengine - INFO - Epoch(train) [62][ 300/5005] lr: 1.3122e-02 eta: 2 days, 11:55:28 time: 0.1819 data_time: 0.0028 loss: 1.6319 2023/03/25 00:17:26 - mmengine - INFO - Epoch(train) [62][ 400/5005] lr: 1.3122e-02 eta: 2 days, 11:55:11 time: 0.2048 data_time: 0.0030 loss: 1.8902 2023/03/25 00:17:44 - mmengine - INFO - Epoch(train) [62][ 500/5005] lr: 1.3122e-02 eta: 2 days, 11:54:53 time: 0.1807 data_time: 0.0028 loss: 1.6769 2023/03/25 00:18:02 - mmengine - INFO - Epoch(train) [62][ 600/5005] lr: 1.3122e-02 eta: 2 days, 11:54:35 time: 0.1806 data_time: 0.0028 loss: 1.6199 2023/03/25 00:18:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:18:20 - mmengine - INFO - Epoch(train) [62][ 700/5005] lr: 1.3122e-02 eta: 2 days, 11:54:17 time: 0.1784 data_time: 0.0030 loss: 1.6873 2023/03/25 00:18:39 - mmengine - INFO - Epoch(train) [62][ 800/5005] lr: 1.3122e-02 eta: 2 days, 11:53:59 time: 0.1807 data_time: 0.0028 loss: 1.6096 2023/03/25 00:18:57 - mmengine - INFO - Epoch(train) [62][ 900/5005] lr: 1.3122e-02 eta: 2 days, 11:53:43 time: 0.1793 data_time: 0.0028 loss: 1.6176 2023/03/25 00:19:16 - mmengine - INFO - Epoch(train) [62][1000/5005] lr: 1.3122e-02 eta: 2 days, 11:53:27 time: 0.1806 data_time: 0.0028 loss: 1.7652 2023/03/25 00:19:34 - mmengine - INFO - Epoch(train) [62][1100/5005] lr: 1.3122e-02 eta: 2 days, 11:53:09 time: 0.1811 data_time: 0.0029 loss: 1.6635 2023/03/25 00:19:53 - mmengine - INFO - Epoch(train) [62][1200/5005] lr: 1.3122e-02 eta: 2 days, 11:52:52 time: 0.1934 data_time: 0.0028 loss: 1.6719 2023/03/25 00:20:11 - mmengine - INFO - Epoch(train) [62][1300/5005] lr: 1.3122e-02 eta: 2 days, 11:52:35 time: 0.1824 data_time: 0.0028 loss: 1.7500 2023/03/25 00:20:29 - mmengine - INFO - Epoch(train) [62][1400/5005] lr: 1.3122e-02 eta: 2 days, 11:52:17 time: 0.1796 data_time: 0.0028 loss: 1.4393 2023/03/25 00:20:47 - mmengine - INFO - Epoch(train) [62][1500/5005] lr: 1.3122e-02 eta: 2 days, 11:51:59 time: 0.1811 data_time: 0.0030 loss: 1.4580 2023/03/25 00:21:06 - mmengine - INFO - Epoch(train) [62][1600/5005] lr: 1.3122e-02 eta: 2 days, 11:51:43 time: 0.1950 data_time: 0.0028 loss: 1.6524 2023/03/25 00:21:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:21:24 - mmengine - INFO - Epoch(train) [62][1700/5005] lr: 1.3122e-02 eta: 2 days, 11:51:25 time: 0.1800 data_time: 0.0028 loss: 1.8822 2023/03/25 00:21:42 - mmengine - INFO - Epoch(train) [62][1800/5005] lr: 1.3122e-02 eta: 2 days, 11:51:08 time: 0.1807 data_time: 0.0028 loss: 1.7810 2023/03/25 00:22:01 - mmengine - INFO - Epoch(train) [62][1900/5005] lr: 1.3122e-02 eta: 2 days, 11:50:51 time: 0.1810 data_time: 0.0029 loss: 1.4852 2023/03/25 00:22:19 - mmengine - INFO - Epoch(train) [62][2000/5005] lr: 1.3122e-02 eta: 2 days, 11:50:34 time: 0.1813 data_time: 0.0028 loss: 1.7495 2023/03/25 00:22:38 - mmengine - INFO - Epoch(train) [62][2100/5005] lr: 1.3122e-02 eta: 2 days, 11:50:17 time: 0.1818 data_time: 0.0028 loss: 1.9006 2023/03/25 00:22:56 - mmengine - INFO - Epoch(train) [62][2200/5005] lr: 1.3122e-02 eta: 2 days, 11:49:59 time: 0.1806 data_time: 0.0030 loss: 1.7440 2023/03/25 00:23:15 - mmengine - INFO - Epoch(train) [62][2300/5005] lr: 1.3122e-02 eta: 2 days, 11:49:43 time: 0.1797 data_time: 0.0028 loss: 1.5768 2023/03/25 00:23:33 - mmengine - INFO - Epoch(train) [62][2400/5005] lr: 1.3122e-02 eta: 2 days, 11:49:25 time: 0.1819 data_time: 0.0029 loss: 1.7007 2023/03/25 00:23:51 - mmengine - INFO - Epoch(train) [62][2500/5005] lr: 1.3122e-02 eta: 2 days, 11:49:07 time: 0.1818 data_time: 0.0029 loss: 1.5893 2023/03/25 00:24:09 - mmengine - INFO - Epoch(train) [62][2600/5005] lr: 1.3122e-02 eta: 2 days, 11:48:49 time: 0.1798 data_time: 0.0029 loss: 1.9661 2023/03/25 00:24:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:24:28 - mmengine - INFO - Epoch(train) [62][2700/5005] lr: 1.3122e-02 eta: 2 days, 11:48:32 time: 0.1793 data_time: 0.0029 loss: 1.5778 2023/03/25 00:24:46 - mmengine - INFO - Epoch(train) [62][2800/5005] lr: 1.3122e-02 eta: 2 days, 11:48:16 time: 0.1802 data_time: 0.0028 loss: 1.5122 2023/03/25 00:25:05 - mmengine - INFO - Epoch(train) [62][2900/5005] lr: 1.3122e-02 eta: 2 days, 11:47:58 time: 0.1796 data_time: 0.0028 loss: 1.8191 2023/03/25 00:25:23 - mmengine - INFO - Epoch(train) [62][3000/5005] lr: 1.3122e-02 eta: 2 days, 11:47:41 time: 0.1812 data_time: 0.0028 loss: 1.5671 2023/03/25 00:25:41 - mmengine - INFO - Epoch(train) [62][3100/5005] lr: 1.3122e-02 eta: 2 days, 11:47:24 time: 0.1804 data_time: 0.0028 loss: 1.6997 2023/03/25 00:26:00 - mmengine - INFO - Epoch(train) [62][3200/5005] lr: 1.3122e-02 eta: 2 days, 11:47:07 time: 0.1814 data_time: 0.0029 loss: 1.4796 2023/03/25 00:26:18 - mmengine - INFO - Epoch(train) [62][3300/5005] lr: 1.3122e-02 eta: 2 days, 11:46:49 time: 0.1802 data_time: 0.0028 loss: 1.7417 2023/03/25 00:26:36 - mmengine - INFO - Epoch(train) [62][3400/5005] lr: 1.3122e-02 eta: 2 days, 11:46:31 time: 0.1822 data_time: 0.0028 loss: 1.7138 2023/03/25 00:26:55 - mmengine - INFO - Epoch(train) [62][3500/5005] lr: 1.3122e-02 eta: 2 days, 11:46:15 time: 0.1794 data_time: 0.0028 loss: 1.6374 2023/03/25 00:27:13 - mmengine - INFO - Epoch(train) [62][3600/5005] lr: 1.3122e-02 eta: 2 days, 11:45:58 time: 0.2070 data_time: 0.0028 loss: 1.7350 2023/03/25 00:27:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:27:32 - mmengine - INFO - Epoch(train) [62][3700/5005] lr: 1.3122e-02 eta: 2 days, 11:45:40 time: 0.1777 data_time: 0.0029 loss: 2.0279 2023/03/25 00:27:50 - mmengine - INFO - Epoch(train) [62][3800/5005] lr: 1.3122e-02 eta: 2 days, 11:45:24 time: 0.1794 data_time: 0.0029 loss: 1.8307 2023/03/25 00:28:08 - mmengine - INFO - Epoch(train) [62][3900/5005] lr: 1.3122e-02 eta: 2 days, 11:45:06 time: 0.1813 data_time: 0.0028 loss: 1.7356 2023/03/25 00:28:27 - mmengine - INFO - Epoch(train) [62][4000/5005] lr: 1.3122e-02 eta: 2 days, 11:44:49 time: 0.1810 data_time: 0.0028 loss: 1.6499 2023/03/25 00:28:45 - mmengine - INFO - Epoch(train) [62][4100/5005] lr: 1.3122e-02 eta: 2 days, 11:44:32 time: 0.1794 data_time: 0.0028 loss: 1.8313 2023/03/25 00:29:03 - mmengine - INFO - Epoch(train) [62][4200/5005] lr: 1.3122e-02 eta: 2 days, 11:44:14 time: 0.1804 data_time: 0.0029 loss: 1.6000 2023/03/25 00:29:22 - mmengine - INFO - Epoch(train) [62][4300/5005] lr: 1.3122e-02 eta: 2 days, 11:43:56 time: 0.1806 data_time: 0.0028 loss: 1.8490 2023/03/25 00:29:40 - mmengine - INFO - Epoch(train) [62][4400/5005] lr: 1.3122e-02 eta: 2 days, 11:43:39 time: 0.1813 data_time: 0.0028 loss: 1.7286 2023/03/25 00:29:59 - mmengine - INFO - Epoch(train) [62][4500/5005] lr: 1.3122e-02 eta: 2 days, 11:43:23 time: 0.1822 data_time: 0.0029 loss: 1.5995 2023/03/25 00:30:17 - mmengine - INFO - Epoch(train) [62][4600/5005] lr: 1.3122e-02 eta: 2 days, 11:43:05 time: 0.1812 data_time: 0.0030 loss: 1.6245 2023/03/25 00:30:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:30:35 - mmengine - INFO - Epoch(train) [62][4700/5005] lr: 1.3122e-02 eta: 2 days, 11:42:49 time: 0.2029 data_time: 0.0028 loss: 1.4577 2023/03/25 00:30:54 - mmengine - INFO - Epoch(train) [62][4800/5005] lr: 1.3122e-02 eta: 2 days, 11:42:31 time: 0.1801 data_time: 0.0028 loss: 1.5940 2023/03/25 00:31:12 - mmengine - INFO - Epoch(train) [62][4900/5005] lr: 1.3122e-02 eta: 2 days, 11:42:13 time: 0.1812 data_time: 0.0028 loss: 1.5962 2023/03/25 00:31:30 - mmengine - INFO - Epoch(train) [62][5000/5005] lr: 1.3122e-02 eta: 2 days, 11:41:56 time: 0.1793 data_time: 0.0035 loss: 1.6179 2023/03/25 00:31:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:31:32 - mmengine - INFO - Saving checkpoint at 62 epochs 2023/03/25 00:31:39 - mmengine - INFO - Epoch(val) [62][100/196] eta: 0:00:06 time: 0.0604 data_time: 0.0221 2023/03/25 00:32:08 - mmengine - INFO - Epoch(val) [62][196/196] accuracy/top1: 66.1660 accuracy/top5: 87.0400data_time: 0.0624 time: 0.0997 2023/03/25 00:32:28 - mmengine - INFO - Epoch(train) [63][ 100/5005] lr: 1.2860e-02 eta: 2 days, 11:41:41 time: 0.1808 data_time: 0.0028 loss: 1.5989 2023/03/25 00:32:46 - mmengine - INFO - Epoch(train) [63][ 200/5005] lr: 1.2860e-02 eta: 2 days, 11:41:24 time: 0.1807 data_time: 0.0028 loss: 1.5598 2023/03/25 00:33:05 - mmengine - INFO - Epoch(train) [63][ 300/5005] lr: 1.2860e-02 eta: 2 days, 11:41:07 time: 0.1799 data_time: 0.0028 loss: 1.6569 2023/03/25 00:33:23 - mmengine - INFO - Epoch(train) [63][ 400/5005] lr: 1.2860e-02 eta: 2 days, 11:40:49 time: 0.1806 data_time: 0.0028 loss: 1.5875 2023/03/25 00:33:41 - mmengine - INFO - Epoch(train) [63][ 500/5005] lr: 1.2860e-02 eta: 2 days, 11:40:32 time: 0.1803 data_time: 0.0028 loss: 1.6844 2023/03/25 00:34:00 - mmengine - INFO - Epoch(train) [63][ 600/5005] lr: 1.2860e-02 eta: 2 days, 11:40:14 time: 0.1819 data_time: 0.0029 loss: 1.6216 2023/03/25 00:34:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:34:18 - mmengine - INFO - Epoch(train) [63][ 700/5005] lr: 1.2860e-02 eta: 2 days, 11:39:58 time: 0.2004 data_time: 0.0031 loss: 1.8609 2023/03/25 00:34:37 - mmengine - INFO - Epoch(train) [63][ 800/5005] lr: 1.2860e-02 eta: 2 days, 11:39:41 time: 0.1776 data_time: 0.0029 loss: 2.0359 2023/03/25 00:34:55 - mmengine - INFO - Epoch(train) [63][ 900/5005] lr: 1.2860e-02 eta: 2 days, 11:39:23 time: 0.1790 data_time: 0.0029 loss: 1.6418 2023/03/25 00:35:13 - mmengine - INFO - Epoch(train) [63][1000/5005] lr: 1.2860e-02 eta: 2 days, 11:39:05 time: 0.1805 data_time: 0.0028 loss: 1.7057 2023/03/25 00:35:31 - mmengine - INFO - Epoch(train) [63][1100/5005] lr: 1.2860e-02 eta: 2 days, 11:38:47 time: 0.1793 data_time: 0.0029 loss: 1.6345 2023/03/25 00:35:50 - mmengine - INFO - Epoch(train) [63][1200/5005] lr: 1.2860e-02 eta: 2 days, 11:38:30 time: 0.1797 data_time: 0.0028 loss: 1.5767 2023/03/25 00:36:08 - mmengine - INFO - Epoch(train) [63][1300/5005] lr: 1.2860e-02 eta: 2 days, 11:38:12 time: 0.1824 data_time: 0.0029 loss: 1.7313 2023/03/25 00:36:26 - mmengine - INFO - Epoch(train) [63][1400/5005] lr: 1.2860e-02 eta: 2 days, 11:37:55 time: 0.1795 data_time: 0.0028 loss: 1.4578 2023/03/25 00:36:45 - mmengine - INFO - Epoch(train) [63][1500/5005] lr: 1.2860e-02 eta: 2 days, 11:37:39 time: 0.1796 data_time: 0.0031 loss: 1.9725 2023/03/25 00:37:03 - mmengine - INFO - Epoch(train) [63][1600/5005] lr: 1.2860e-02 eta: 2 days, 11:37:22 time: 0.1812 data_time: 0.0028 loss: 1.5482 2023/03/25 00:37:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:37:22 - mmengine - INFO - Epoch(train) [63][1700/5005] lr: 1.2860e-02 eta: 2 days, 11:37:05 time: 0.1811 data_time: 0.0029 loss: 1.6081 2023/03/25 00:37:40 - mmengine - INFO - Epoch(train) [63][1800/5005] lr: 1.2860e-02 eta: 2 days, 11:36:47 time: 0.1814 data_time: 0.0028 loss: 1.6257 2023/03/25 00:37:58 - mmengine - INFO - Epoch(train) [63][1900/5005] lr: 1.2860e-02 eta: 2 days, 11:36:30 time: 0.1804 data_time: 0.0028 loss: 1.6668 2023/03/25 00:38:17 - mmengine - INFO - Epoch(train) [63][2000/5005] lr: 1.2860e-02 eta: 2 days, 11:36:12 time: 0.1797 data_time: 0.0029 loss: 1.8059 2023/03/25 00:38:35 - mmengine - INFO - Epoch(train) [63][2100/5005] lr: 1.2860e-02 eta: 2 days, 11:35:55 time: 0.1798 data_time: 0.0029 loss: 1.8069 2023/03/25 00:38:53 - mmengine - INFO - Epoch(train) [63][2200/5005] lr: 1.2860e-02 eta: 2 days, 11:35:37 time: 0.1792 data_time: 0.0028 loss: 1.8130 2023/03/25 00:39:12 - mmengine - INFO - Epoch(train) [63][2300/5005] lr: 1.2860e-02 eta: 2 days, 11:35:20 time: 0.1805 data_time: 0.0028 loss: 1.5662 2023/03/25 00:39:30 - mmengine - INFO - Epoch(train) [63][2400/5005] lr: 1.2860e-02 eta: 2 days, 11:35:03 time: 0.1825 data_time: 0.0029 loss: 1.7325 2023/03/25 00:39:49 - mmengine - INFO - Epoch(train) [63][2500/5005] lr: 1.2860e-02 eta: 2 days, 11:34:46 time: 0.1809 data_time: 0.0028 loss: 1.5203 2023/03/25 00:40:07 - mmengine - INFO - Epoch(train) [63][2600/5005] lr: 1.2860e-02 eta: 2 days, 11:34:30 time: 0.1816 data_time: 0.0028 loss: 1.6702 2023/03/25 00:40:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:40:25 - mmengine - INFO - Epoch(train) [63][2700/5005] lr: 1.2860e-02 eta: 2 days, 11:34:11 time: 0.1801 data_time: 0.0029 loss: 1.5852 2023/03/25 00:40:44 - mmengine - INFO - Epoch(train) [63][2800/5005] lr: 1.2860e-02 eta: 2 days, 11:33:54 time: 0.1805 data_time: 0.0029 loss: 2.0059 2023/03/25 00:41:02 - mmengine - INFO - Epoch(train) [63][2900/5005] lr: 1.2860e-02 eta: 2 days, 11:33:36 time: 0.1814 data_time: 0.0028 loss: 1.5884 2023/03/25 00:41:20 - mmengine - INFO - Epoch(train) [63][3000/5005] lr: 1.2860e-02 eta: 2 days, 11:33:19 time: 0.2028 data_time: 0.0028 loss: 1.4767 2023/03/25 00:41:39 - mmengine - INFO - Epoch(train) [63][3100/5005] lr: 1.2860e-02 eta: 2 days, 11:33:02 time: 0.1809 data_time: 0.0028 loss: 1.6590 2023/03/25 00:41:57 - mmengine - INFO - Epoch(train) [63][3200/5005] lr: 1.2860e-02 eta: 2 days, 11:32:44 time: 0.1798 data_time: 0.0028 loss: 1.5867 2023/03/25 00:42:15 - mmengine - INFO - Epoch(train) [63][3300/5005] lr: 1.2860e-02 eta: 2 days, 11:32:27 time: 0.1795 data_time: 0.0028 loss: 1.6231 2023/03/25 00:42:34 - mmengine - INFO - Epoch(train) [63][3400/5005] lr: 1.2860e-02 eta: 2 days, 11:32:10 time: 0.1796 data_time: 0.0028 loss: 1.6022 2023/03/25 00:42:52 - mmengine - INFO - Epoch(train) [63][3500/5005] lr: 1.2860e-02 eta: 2 days, 11:31:53 time: 0.1822 data_time: 0.0028 loss: 1.4885 2023/03/25 00:43:11 - mmengine - INFO - Epoch(train) [63][3600/5005] lr: 1.2860e-02 eta: 2 days, 11:31:36 time: 0.1819 data_time: 0.0028 loss: 1.7255 2023/03/25 00:43:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:43:29 - mmengine - INFO - Epoch(train) [63][3700/5005] lr: 1.2860e-02 eta: 2 days, 11:31:18 time: 0.1810 data_time: 0.0029 loss: 1.6065 2023/03/25 00:43:47 - mmengine - INFO - Epoch(train) [63][3800/5005] lr: 1.2860e-02 eta: 2 days, 11:31:01 time: 0.1807 data_time: 0.0029 loss: 1.6421 2023/03/25 00:44:06 - mmengine - INFO - Epoch(train) [63][3900/5005] lr: 1.2860e-02 eta: 2 days, 11:30:44 time: 0.1795 data_time: 0.0029 loss: 1.4424 2023/03/25 00:44:24 - mmengine - INFO - Epoch(train) [63][4000/5005] lr: 1.2860e-02 eta: 2 days, 11:30:26 time: 0.1812 data_time: 0.0028 loss: 1.7698 2023/03/25 00:44:42 - mmengine - INFO - Epoch(train) [63][4100/5005] lr: 1.2860e-02 eta: 2 days, 11:30:08 time: 0.1830 data_time: 0.0029 loss: 1.6776 2023/03/25 00:45:01 - mmengine - INFO - Epoch(train) [63][4200/5005] lr: 1.2860e-02 eta: 2 days, 11:29:53 time: 0.1798 data_time: 0.0028 loss: 1.6051 2023/03/25 00:45:19 - mmengine - INFO - Epoch(train) [63][4300/5005] lr: 1.2860e-02 eta: 2 days, 11:29:35 time: 0.1808 data_time: 0.0029 loss: 1.7421 2023/03/25 00:45:38 - mmengine - INFO - Epoch(train) [63][4400/5005] lr: 1.2860e-02 eta: 2 days, 11:29:18 time: 0.1796 data_time: 0.0029 loss: 1.7111 2023/03/25 00:45:56 - mmengine - INFO - Epoch(train) [63][4500/5005] lr: 1.2860e-02 eta: 2 days, 11:29:01 time: 0.1804 data_time: 0.0029 loss: 1.6041 2023/03/25 00:46:14 - mmengine - INFO - Epoch(train) [63][4600/5005] lr: 1.2860e-02 eta: 2 days, 11:28:44 time: 0.1825 data_time: 0.0029 loss: 1.6361 2023/03/25 00:46:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:46:33 - mmengine - INFO - Epoch(train) [63][4700/5005] lr: 1.2860e-02 eta: 2 days, 11:28:26 time: 0.1805 data_time: 0.0029 loss: 1.6598 2023/03/25 00:46:51 - mmengine - INFO - Epoch(train) [63][4800/5005] lr: 1.2860e-02 eta: 2 days, 11:28:09 time: 0.1812 data_time: 0.0028 loss: 1.9071 2023/03/25 00:47:10 - mmengine - INFO - Epoch(train) [63][4900/5005] lr: 1.2860e-02 eta: 2 days, 11:27:52 time: 0.1812 data_time: 0.0028 loss: 1.6423 2023/03/25 00:47:28 - mmengine - INFO - Epoch(train) [63][5000/5005] lr: 1.2860e-02 eta: 2 days, 11:27:34 time: 0.1786 data_time: 0.0036 loss: 1.5842 2023/03/25 00:47:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:47:29 - mmengine - INFO - Saving checkpoint at 63 epochs 2023/03/25 00:47:37 - mmengine - INFO - Epoch(val) [63][100/196] eta: 0:00:06 time: 0.0599 data_time: 0.0203 2023/03/25 00:48:06 - mmengine - INFO - Epoch(val) [63][196/196] accuracy/top1: 65.8700 accuracy/top5: 86.8060data_time: 0.0654 time: 0.1005 2023/03/25 00:48:26 - mmengine - INFO - Epoch(train) [64][ 100/5005] lr: 1.2602e-02 eta: 2 days, 11:27:21 time: 0.1805 data_time: 0.0029 loss: 1.6792 2023/03/25 00:48:44 - mmengine - INFO - Epoch(train) [64][ 200/5005] lr: 1.2602e-02 eta: 2 days, 11:27:03 time: 0.1810 data_time: 0.0029 loss: 1.5923 2023/03/25 00:49:02 - mmengine - INFO - Epoch(train) [64][ 300/5005] lr: 1.2602e-02 eta: 2 days, 11:26:45 time: 0.1814 data_time: 0.0029 loss: 1.6885 2023/03/25 00:49:20 - mmengine - INFO - Epoch(train) [64][ 400/5005] lr: 1.2602e-02 eta: 2 days, 11:26:27 time: 0.1827 data_time: 0.0029 loss: 1.6045 2023/03/25 00:49:39 - mmengine - INFO - Epoch(train) [64][ 500/5005] lr: 1.2602e-02 eta: 2 days, 11:26:10 time: 0.1830 data_time: 0.0028 loss: 1.6994 2023/03/25 00:49:57 - mmengine - INFO - Epoch(train) [64][ 600/5005] lr: 1.2602e-02 eta: 2 days, 11:25:52 time: 0.1794 data_time: 0.0029 loss: 1.5870 2023/03/25 00:50:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:50:16 - mmengine - INFO - Epoch(train) [64][ 700/5005] lr: 1.2602e-02 eta: 2 days, 11:25:35 time: 0.2017 data_time: 0.0029 loss: 1.6817 2023/03/25 00:50:34 - mmengine - INFO - Epoch(train) [64][ 800/5005] lr: 1.2602e-02 eta: 2 days, 11:25:19 time: 0.2006 data_time: 0.0029 loss: 1.5938 2023/03/25 00:50:53 - mmengine - INFO - Epoch(train) [64][ 900/5005] lr: 1.2602e-02 eta: 2 days, 11:25:02 time: 0.1798 data_time: 0.0029 loss: 1.6921 2023/03/25 00:51:11 - mmengine - INFO - Epoch(train) [64][1000/5005] lr: 1.2602e-02 eta: 2 days, 11:24:46 time: 0.1801 data_time: 0.0031 loss: 1.6616 2023/03/25 00:51:30 - mmengine - INFO - Epoch(train) [64][1100/5005] lr: 1.2602e-02 eta: 2 days, 11:24:28 time: 0.1793 data_time: 0.0029 loss: 1.6482 2023/03/25 00:51:48 - mmengine - INFO - Epoch(train) [64][1200/5005] lr: 1.2602e-02 eta: 2 days, 11:24:10 time: 0.1809 data_time: 0.0029 loss: 1.4745 2023/03/25 00:52:06 - mmengine - INFO - Epoch(train) [64][1300/5005] lr: 1.2602e-02 eta: 2 days, 11:23:52 time: 0.1826 data_time: 0.0029 loss: 1.8717 2023/03/25 00:52:24 - mmengine - INFO - Epoch(train) [64][1400/5005] lr: 1.2602e-02 eta: 2 days, 11:23:34 time: 0.1823 data_time: 0.0029 loss: 1.5632 2023/03/25 00:52:43 - mmengine - INFO - Epoch(train) [64][1500/5005] lr: 1.2602e-02 eta: 2 days, 11:23:18 time: 0.2000 data_time: 0.0029 loss: 1.7140 2023/03/25 00:53:01 - mmengine - INFO - Epoch(train) [64][1600/5005] lr: 1.2602e-02 eta: 2 days, 11:23:01 time: 0.1808 data_time: 0.0029 loss: 1.5545 2023/03/25 00:53:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:53:20 - mmengine - INFO - Epoch(train) [64][1700/5005] lr: 1.2602e-02 eta: 2 days, 11:22:44 time: 0.1801 data_time: 0.0029 loss: 1.5026 2023/03/25 00:53:38 - mmengine - INFO - Epoch(train) [64][1800/5005] lr: 1.2602e-02 eta: 2 days, 11:22:27 time: 0.1816 data_time: 0.0031 loss: 1.7741 2023/03/25 00:53:57 - mmengine - INFO - Epoch(train) [64][1900/5005] lr: 1.2602e-02 eta: 2 days, 11:22:10 time: 0.1811 data_time: 0.0029 loss: 1.5044 2023/03/25 00:54:15 - mmengine - INFO - Epoch(train) [64][2000/5005] lr: 1.2602e-02 eta: 2 days, 11:21:52 time: 0.1797 data_time: 0.0029 loss: 1.6600 2023/03/25 00:54:33 - mmengine - INFO - Epoch(train) [64][2100/5005] lr: 1.2602e-02 eta: 2 days, 11:21:34 time: 0.1796 data_time: 0.0029 loss: 1.5730 2023/03/25 00:54:51 - mmengine - INFO - Epoch(train) [64][2200/5005] lr: 1.2602e-02 eta: 2 days, 11:21:16 time: 0.1787 data_time: 0.0029 loss: 1.5808 2023/03/25 00:55:10 - mmengine - INFO - Epoch(train) [64][2300/5005] lr: 1.2602e-02 eta: 2 days, 11:20:59 time: 0.1810 data_time: 0.0029 loss: 1.6824 2023/03/25 00:55:28 - mmengine - INFO - Epoch(train) [64][2400/5005] lr: 1.2602e-02 eta: 2 days, 11:20:41 time: 0.1813 data_time: 0.0029 loss: 1.7097 2023/03/25 00:55:47 - mmengine - INFO - Epoch(train) [64][2500/5005] lr: 1.2602e-02 eta: 2 days, 11:20:25 time: 0.1805 data_time: 0.0031 loss: 1.7170 2023/03/25 00:56:05 - mmengine - INFO - Epoch(train) [64][2600/5005] lr: 1.2602e-02 eta: 2 days, 11:20:08 time: 0.1805 data_time: 0.0028 loss: 1.5709 2023/03/25 00:56:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:56:24 - mmengine - INFO - Epoch(train) [64][2700/5005] lr: 1.2602e-02 eta: 2 days, 11:19:52 time: 0.1931 data_time: 0.0029 loss: 1.6275 2023/03/25 00:56:42 - mmengine - INFO - Epoch(train) [64][2800/5005] lr: 1.2602e-02 eta: 2 days, 11:19:34 time: 0.1813 data_time: 0.0031 loss: 1.7622 2023/03/25 00:57:00 - mmengine - INFO - Epoch(train) [64][2900/5005] lr: 1.2602e-02 eta: 2 days, 11:19:17 time: 0.1822 data_time: 0.0029 loss: 1.7516 2023/03/25 00:57:19 - mmengine - INFO - Epoch(train) [64][3000/5005] lr: 1.2602e-02 eta: 2 days, 11:18:59 time: 0.1809 data_time: 0.0029 loss: 1.7619 2023/03/25 00:57:37 - mmengine - INFO - Epoch(train) [64][3100/5005] lr: 1.2602e-02 eta: 2 days, 11:18:41 time: 0.1801 data_time: 0.0029 loss: 1.5858 2023/03/25 00:57:55 - mmengine - INFO - Epoch(train) [64][3200/5005] lr: 1.2602e-02 eta: 2 days, 11:18:23 time: 0.1810 data_time: 0.0029 loss: 1.5019 2023/03/25 00:58:13 - mmengine - INFO - Epoch(train) [64][3300/5005] lr: 1.2602e-02 eta: 2 days, 11:18:06 time: 0.1822 data_time: 0.0029 loss: 1.7531 2023/03/25 00:58:32 - mmengine - INFO - Epoch(train) [64][3400/5005] lr: 1.2602e-02 eta: 2 days, 11:17:49 time: 0.1842 data_time: 0.0029 loss: 1.6877 2023/03/25 00:58:50 - mmengine - INFO - Epoch(train) [64][3500/5005] lr: 1.2602e-02 eta: 2 days, 11:17:32 time: 0.1810 data_time: 0.0029 loss: 1.7858 2023/03/25 00:59:09 - mmengine - INFO - Epoch(train) [64][3600/5005] lr: 1.2602e-02 eta: 2 days, 11:17:15 time: 0.1824 data_time: 0.0031 loss: 1.8293 2023/03/25 00:59:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 00:59:28 - mmengine - INFO - Epoch(train) [64][3700/5005] lr: 1.2602e-02 eta: 2 days, 11:16:59 time: 0.1809 data_time: 0.0030 loss: 1.6966 2023/03/25 00:59:46 - mmengine - INFO - Epoch(train) [64][3800/5005] lr: 1.2602e-02 eta: 2 days, 11:16:42 time: 0.1844 data_time: 0.0029 loss: 1.7040 2023/03/25 01:00:04 - mmengine - INFO - Epoch(train) [64][3900/5005] lr: 1.2602e-02 eta: 2 days, 11:16:24 time: 0.1809 data_time: 0.0029 loss: 1.5410 2023/03/25 01:00:22 - mmengine - INFO - Epoch(train) [64][4000/5005] lr: 1.2602e-02 eta: 2 days, 11:16:06 time: 0.1825 data_time: 0.0029 loss: 1.6898 2023/03/25 01:00:41 - mmengine - INFO - Epoch(train) [64][4100/5005] lr: 1.2602e-02 eta: 2 days, 11:15:48 time: 0.1812 data_time: 0.0029 loss: 1.5610 2023/03/25 01:00:59 - mmengine - INFO - Epoch(train) [64][4200/5005] lr: 1.2602e-02 eta: 2 days, 11:15:31 time: 0.1821 data_time: 0.0029 loss: 1.8572 2023/03/25 01:01:18 - mmengine - INFO - Epoch(train) [64][4300/5005] lr: 1.2602e-02 eta: 2 days, 11:15:14 time: 0.1821 data_time: 0.0029 loss: 1.5615 2023/03/25 01:01:36 - mmengine - INFO - Epoch(train) [64][4400/5005] lr: 1.2602e-02 eta: 2 days, 11:14:58 time: 0.1997 data_time: 0.0029 loss: 1.8949 2023/03/25 01:01:55 - mmengine - INFO - Epoch(train) [64][4500/5005] lr: 1.2602e-02 eta: 2 days, 11:14:41 time: 0.1816 data_time: 0.0029 loss: 1.6291 2023/03/25 01:02:13 - mmengine - INFO - Epoch(train) [64][4600/5005] lr: 1.2602e-02 eta: 2 days, 11:14:25 time: 0.1830 data_time: 0.0030 loss: 1.7238 2023/03/25 01:02:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:02:32 - mmengine - INFO - Epoch(train) [64][4700/5005] lr: 1.2602e-02 eta: 2 days, 11:14:07 time: 0.1808 data_time: 0.0029 loss: 1.4224 2023/03/25 01:02:50 - mmengine - INFO - Epoch(train) [64][4800/5005] lr: 1.2602e-02 eta: 2 days, 11:13:49 time: 0.1808 data_time: 0.0029 loss: 1.6864 2023/03/25 01:03:08 - mmengine - INFO - Epoch(train) [64][4900/5005] lr: 1.2602e-02 eta: 2 days, 11:13:32 time: 0.1816 data_time: 0.0031 loss: 1.7128 2023/03/25 01:03:27 - mmengine - INFO - Epoch(train) [64][5000/5005] lr: 1.2602e-02 eta: 2 days, 11:13:15 time: 0.1797 data_time: 0.0036 loss: 1.7247 2023/03/25 01:03:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:03:28 - mmengine - INFO - Saving checkpoint at 64 epochs 2023/03/25 01:03:36 - mmengine - INFO - Epoch(val) [64][100/196] eta: 0:00:06 time: 0.0598 data_time: 0.0213 2023/03/25 01:04:05 - mmengine - INFO - Epoch(val) [64][196/196] accuracy/top1: 66.2880 accuracy/top5: 87.1060data_time: 0.0630 time: 0.0982 2023/03/25 01:04:24 - mmengine - INFO - Epoch(train) [65][ 100/5005] lr: 1.2350e-02 eta: 2 days, 11:12:59 time: 0.1801 data_time: 0.0029 loss: 1.4455 2023/03/25 01:04:42 - mmengine - INFO - Epoch(train) [65][ 200/5005] lr: 1.2350e-02 eta: 2 days, 11:12:42 time: 0.1934 data_time: 0.0031 loss: 1.6109 2023/03/25 01:05:01 - mmengine - INFO - Epoch(train) [65][ 300/5005] lr: 1.2350e-02 eta: 2 days, 11:12:26 time: 0.1797 data_time: 0.0029 loss: 1.7061 2023/03/25 01:05:19 - mmengine - INFO - Epoch(train) [65][ 400/5005] lr: 1.2350e-02 eta: 2 days, 11:12:08 time: 0.1813 data_time: 0.0029 loss: 1.4369 2023/03/25 01:05:38 - mmengine - INFO - Epoch(train) [65][ 500/5005] lr: 1.2350e-02 eta: 2 days, 11:11:51 time: 0.1813 data_time: 0.0029 loss: 1.5333 2023/03/25 01:05:56 - mmengine - INFO - Epoch(train) [65][ 600/5005] lr: 1.2350e-02 eta: 2 days, 11:11:35 time: 0.1803 data_time: 0.0029 loss: 1.7585 2023/03/25 01:06:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:06:15 - mmengine - INFO - Epoch(train) [65][ 700/5005] lr: 1.2350e-02 eta: 2 days, 11:11:17 time: 0.1794 data_time: 0.0029 loss: 1.8268 2023/03/25 01:06:33 - mmengine - INFO - Epoch(train) [65][ 800/5005] lr: 1.2350e-02 eta: 2 days, 11:11:00 time: 0.1798 data_time: 0.0029 loss: 1.5708 2023/03/25 01:06:51 - mmengine - INFO - Epoch(train) [65][ 900/5005] lr: 1.2350e-02 eta: 2 days, 11:10:42 time: 0.1812 data_time: 0.0029 loss: 1.4701 2023/03/25 01:07:10 - mmengine - INFO - Epoch(train) [65][1000/5005] lr: 1.2350e-02 eta: 2 days, 11:10:25 time: 0.1831 data_time: 0.0029 loss: 1.7185 2023/03/25 01:07:28 - mmengine - INFO - Epoch(train) [65][1100/5005] lr: 1.2350e-02 eta: 2 days, 11:10:08 time: 0.1805 data_time: 0.0029 loss: 1.6067 2023/03/25 01:07:46 - mmengine - INFO - Epoch(train) [65][1200/5005] lr: 1.2350e-02 eta: 2 days, 11:09:50 time: 0.1801 data_time: 0.0029 loss: 1.7880 2023/03/25 01:08:05 - mmengine - INFO - Epoch(train) [65][1300/5005] lr: 1.2350e-02 eta: 2 days, 11:09:33 time: 0.1995 data_time: 0.0029 loss: 1.7242 2023/03/25 01:08:24 - mmengine - INFO - Epoch(train) [65][1400/5005] lr: 1.2350e-02 eta: 2 days, 11:09:17 time: 0.2038 data_time: 0.0029 loss: 1.6181 2023/03/25 01:08:42 - mmengine - INFO - Epoch(train) [65][1500/5005] lr: 1.2350e-02 eta: 2 days, 11:08:59 time: 0.1799 data_time: 0.0029 loss: 1.6916 2023/03/25 01:09:00 - mmengine - INFO - Epoch(train) [65][1600/5005] lr: 1.2350e-02 eta: 2 days, 11:08:42 time: 0.1821 data_time: 0.0030 loss: 1.7617 2023/03/25 01:09:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:09:19 - mmengine - INFO - Epoch(train) [65][1700/5005] lr: 1.2350e-02 eta: 2 days, 11:08:25 time: 0.1804 data_time: 0.0028 loss: 1.4461 2023/03/25 01:09:37 - mmengine - INFO - Epoch(train) [65][1800/5005] lr: 1.2350e-02 eta: 2 days, 11:08:07 time: 0.1812 data_time: 0.0029 loss: 1.6068 2023/03/25 01:09:55 - mmengine - INFO - Epoch(train) [65][1900/5005] lr: 1.2350e-02 eta: 2 days, 11:07:49 time: 0.1798 data_time: 0.0029 loss: 1.5740 2023/03/25 01:10:13 - mmengine - INFO - Epoch(train) [65][2000/5005] lr: 1.2350e-02 eta: 2 days, 11:07:31 time: 0.1815 data_time: 0.0030 loss: 1.6817 2023/03/25 01:10:32 - mmengine - INFO - Epoch(train) [65][2100/5005] lr: 1.2350e-02 eta: 2 days, 11:07:13 time: 0.1787 data_time: 0.0029 loss: 1.5814 2023/03/25 01:10:50 - mmengine - INFO - Epoch(train) [65][2200/5005] lr: 1.2350e-02 eta: 2 days, 11:06:57 time: 0.1818 data_time: 0.0029 loss: 1.6977 2023/03/25 01:11:09 - mmengine - INFO - Epoch(train) [65][2300/5005] lr: 1.2350e-02 eta: 2 days, 11:06:40 time: 0.1822 data_time: 0.0030 loss: 1.7043 2023/03/25 01:11:27 - mmengine - INFO - Epoch(train) [65][2400/5005] lr: 1.2350e-02 eta: 2 days, 11:06:24 time: 0.1816 data_time: 0.0030 loss: 1.8882 2023/03/25 01:11:46 - mmengine - INFO - Epoch(train) [65][2500/5005] lr: 1.2350e-02 eta: 2 days, 11:06:07 time: 0.1820 data_time: 0.0029 loss: 1.5628 2023/03/25 01:12:04 - mmengine - INFO - Epoch(train) [65][2600/5005] lr: 1.2350e-02 eta: 2 days, 11:05:49 time: 0.1817 data_time: 0.0029 loss: 1.4902 2023/03/25 01:12:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:12:22 - mmengine - INFO - Epoch(train) [65][2700/5005] lr: 1.2350e-02 eta: 2 days, 11:05:31 time: 0.1776 data_time: 0.0029 loss: 1.6457 2023/03/25 01:12:41 - mmengine - INFO - Epoch(train) [65][2800/5005] lr: 1.2350e-02 eta: 2 days, 11:05:13 time: 0.1908 data_time: 0.0030 loss: 1.8485 2023/03/25 01:12:59 - mmengine - INFO - Epoch(train) [65][2900/5005] lr: 1.2350e-02 eta: 2 days, 11:04:55 time: 0.1810 data_time: 0.0029 loss: 1.5906 2023/03/25 01:13:17 - mmengine - INFO - Epoch(train) [65][3000/5005] lr: 1.2350e-02 eta: 2 days, 11:04:39 time: 0.1810 data_time: 0.0030 loss: 1.4606 2023/03/25 01:13:36 - mmengine - INFO - Epoch(train) [65][3100/5005] lr: 1.2350e-02 eta: 2 days, 11:04:22 time: 0.1820 data_time: 0.0029 loss: 1.6476 2023/03/25 01:13:54 - mmengine - INFO - Epoch(train) [65][3200/5005] lr: 1.2350e-02 eta: 2 days, 11:04:05 time: 0.1801 data_time: 0.0029 loss: 1.8577 2023/03/25 01:14:13 - mmengine - INFO - Epoch(train) [65][3300/5005] lr: 1.2350e-02 eta: 2 days, 11:03:48 time: 0.1822 data_time: 0.0029 loss: 1.5884 2023/03/25 01:14:31 - mmengine - INFO - Epoch(train) [65][3400/5005] lr: 1.2350e-02 eta: 2 days, 11:03:30 time: 0.1818 data_time: 0.0029 loss: 1.6734 2023/03/25 01:14:49 - mmengine - INFO - Epoch(train) [65][3500/5005] lr: 1.2350e-02 eta: 2 days, 11:03:12 time: 0.1801 data_time: 0.0029 loss: 1.7831 2023/03/25 01:15:08 - mmengine - INFO - Epoch(train) [65][3600/5005] lr: 1.2350e-02 eta: 2 days, 11:02:55 time: 0.1818 data_time: 0.0029 loss: 1.5130 2023/03/25 01:15:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:15:26 - mmengine - INFO - Epoch(train) [65][3700/5005] lr: 1.2350e-02 eta: 2 days, 11:02:39 time: 0.1816 data_time: 0.0029 loss: 1.7780 2023/03/25 01:15:45 - mmengine - INFO - Epoch(train) [65][3800/5005] lr: 1.2350e-02 eta: 2 days, 11:02:21 time: 0.1791 data_time: 0.0032 loss: 1.7415 2023/03/25 01:16:03 - mmengine - INFO - Epoch(train) [65][3900/5005] lr: 1.2350e-02 eta: 2 days, 11:02:03 time: 0.1797 data_time: 0.0029 loss: 1.7743 2023/03/25 01:16:21 - mmengine - INFO - Epoch(train) [65][4000/5005] lr: 1.2350e-02 eta: 2 days, 11:01:45 time: 0.1797 data_time: 0.0029 loss: 1.6252 2023/03/25 01:16:40 - mmengine - INFO - Epoch(train) [65][4100/5005] lr: 1.2350e-02 eta: 2 days, 11:01:28 time: 0.1798 data_time: 0.0029 loss: 1.9336 2023/03/25 01:16:58 - mmengine - INFO - Epoch(train) [65][4200/5005] lr: 1.2350e-02 eta: 2 days, 11:01:11 time: 0.1807 data_time: 0.0029 loss: 1.8223 2023/03/25 01:17:17 - mmengine - INFO - Epoch(train) [65][4300/5005] lr: 1.2350e-02 eta: 2 days, 11:00:54 time: 0.1808 data_time: 0.0029 loss: 1.6548 2023/03/25 01:17:35 - mmengine - INFO - Epoch(train) [65][4400/5005] lr: 1.2350e-02 eta: 2 days, 11:00:37 time: 0.1808 data_time: 0.0029 loss: 1.7026 2023/03/25 01:17:53 - mmengine - INFO - Epoch(train) [65][4500/5005] lr: 1.2350e-02 eta: 2 days, 11:00:20 time: 0.1813 data_time: 0.0029 loss: 1.5366 2023/03/25 01:18:12 - mmengine - INFO - Epoch(train) [65][4600/5005] lr: 1.2350e-02 eta: 2 days, 11:00:02 time: 0.1805 data_time: 0.0030 loss: 1.8037 2023/03/25 01:18:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:18:30 - mmengine - INFO - Epoch(train) [65][4700/5005] lr: 1.2350e-02 eta: 2 days, 10:59:44 time: 0.1802 data_time: 0.0029 loss: 1.5197 2023/03/25 01:18:48 - mmengine - INFO - Epoch(train) [65][4800/5005] lr: 1.2350e-02 eta: 2 days, 10:59:26 time: 0.1796 data_time: 0.0029 loss: 1.5888 2023/03/25 01:19:07 - mmengine - INFO - Epoch(train) [65][4900/5005] lr: 1.2350e-02 eta: 2 days, 10:59:10 time: 0.1803 data_time: 0.0028 loss: 1.8731 2023/03/25 01:19:25 - mmengine - INFO - Epoch(train) [65][5000/5005] lr: 1.2350e-02 eta: 2 days, 10:58:53 time: 0.1939 data_time: 0.0036 loss: 1.4348 2023/03/25 01:19:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:19:26 - mmengine - INFO - Saving checkpoint at 65 epochs 2023/03/25 01:19:34 - mmengine - INFO - Epoch(val) [65][100/196] eta: 0:00:06 time: 0.0601 data_time: 0.0204 2023/03/25 01:20:03 - mmengine - INFO - Epoch(val) [65][196/196] accuracy/top1: 66.4940 accuracy/top5: 87.1000data_time: 0.0639 time: 0.0989 2023/03/25 01:20:23 - mmengine - INFO - Epoch(train) [66][ 100/5005] lr: 1.2103e-02 eta: 2 days, 10:58:40 time: 0.1795 data_time: 0.0030 loss: 1.6176 2023/03/25 01:20:41 - mmengine - INFO - Epoch(train) [66][ 200/5005] lr: 1.2103e-02 eta: 2 days, 10:58:22 time: 0.1800 data_time: 0.0029 loss: 1.7865 2023/03/25 01:21:00 - mmengine - INFO - Epoch(train) [66][ 300/5005] lr: 1.2103e-02 eta: 2 days, 10:58:04 time: 0.1824 data_time: 0.0031 loss: 1.6946 2023/03/25 01:21:18 - mmengine - INFO - Epoch(train) [66][ 400/5005] lr: 1.2103e-02 eta: 2 days, 10:57:46 time: 0.1808 data_time: 0.0029 loss: 1.5912 2023/03/25 01:21:36 - mmengine - INFO - Epoch(train) [66][ 500/5005] lr: 1.2103e-02 eta: 2 days, 10:57:28 time: 0.1811 data_time: 0.0030 loss: 1.7518 2023/03/25 01:21:54 - mmengine - INFO - Epoch(train) [66][ 600/5005] lr: 1.2103e-02 eta: 2 days, 10:57:11 time: 0.1803 data_time: 0.0029 loss: 1.5218 2023/03/25 01:22:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:22:13 - mmengine - INFO - Epoch(train) [66][ 700/5005] lr: 1.2103e-02 eta: 2 days, 10:56:54 time: 0.1806 data_time: 0.0029 loss: 1.6849 2023/03/25 01:22:31 - mmengine - INFO - Epoch(train) [66][ 800/5005] lr: 1.2103e-02 eta: 2 days, 10:56:36 time: 0.1808 data_time: 0.0029 loss: 1.5451 2023/03/25 01:22:49 - mmengine - INFO - Epoch(train) [66][ 900/5005] lr: 1.2103e-02 eta: 2 days, 10:56:19 time: 0.1804 data_time: 0.0030 loss: 1.7587 2023/03/25 01:23:08 - mmengine - INFO - Epoch(train) [66][1000/5005] lr: 1.2103e-02 eta: 2 days, 10:56:03 time: 0.1809 data_time: 0.0029 loss: 1.6291 2023/03/25 01:23:27 - mmengine - INFO - Epoch(train) [66][1100/5005] lr: 1.2103e-02 eta: 2 days, 10:55:45 time: 0.1815 data_time: 0.0030 loss: 1.6706 2023/03/25 01:23:45 - mmengine - INFO - Epoch(train) [66][1200/5005] lr: 1.2103e-02 eta: 2 days, 10:55:28 time: 0.1797 data_time: 0.0029 loss: 1.4419 2023/03/25 01:24:03 - mmengine - INFO - Epoch(train) [66][1300/5005] lr: 1.2103e-02 eta: 2 days, 10:55:10 time: 0.1811 data_time: 0.0030 loss: 1.7173 2023/03/25 01:24:21 - mmengine - INFO - Epoch(train) [66][1400/5005] lr: 1.2103e-02 eta: 2 days, 10:54:52 time: 0.1812 data_time: 0.0029 loss: 1.5679 2023/03/25 01:24:40 - mmengine - INFO - Epoch(train) [66][1500/5005] lr: 1.2103e-02 eta: 2 days, 10:54:35 time: 0.1810 data_time: 0.0029 loss: 1.7739 2023/03/25 01:24:58 - mmengine - INFO - Epoch(train) [66][1600/5005] lr: 1.2103e-02 eta: 2 days, 10:54:18 time: 0.1830 data_time: 0.0029 loss: 1.4042 2023/03/25 01:25:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:25:17 - mmengine - INFO - Epoch(train) [66][1700/5005] lr: 1.2103e-02 eta: 2 days, 10:54:00 time: 0.1791 data_time: 0.0029 loss: 1.5479 2023/03/25 01:25:35 - mmengine - INFO - Epoch(train) [66][1800/5005] lr: 1.2103e-02 eta: 2 days, 10:53:43 time: 0.1814 data_time: 0.0030 loss: 1.7660 2023/03/25 01:25:53 - mmengine - INFO - Epoch(train) [66][1900/5005] lr: 1.2103e-02 eta: 2 days, 10:53:25 time: 0.1800 data_time: 0.0029 loss: 1.7045 2023/03/25 01:26:12 - mmengine - INFO - Epoch(train) [66][2000/5005] lr: 1.2103e-02 eta: 2 days, 10:53:08 time: 0.1807 data_time: 0.0029 loss: 1.7212 2023/03/25 01:26:30 - mmengine - INFO - Epoch(train) [66][2100/5005] lr: 1.2103e-02 eta: 2 days, 10:52:51 time: 0.1800 data_time: 0.0029 loss: 1.6424 2023/03/25 01:26:48 - mmengine - INFO - Epoch(train) [66][2200/5005] lr: 1.2103e-02 eta: 2 days, 10:52:33 time: 0.1811 data_time: 0.0029 loss: 1.6347 2023/03/25 01:27:07 - mmengine - INFO - Epoch(train) [66][2300/5005] lr: 1.2103e-02 eta: 2 days, 10:52:16 time: 0.1810 data_time: 0.0030 loss: 1.8417 2023/03/25 01:27:25 - mmengine - INFO - Epoch(train) [66][2400/5005] lr: 1.2103e-02 eta: 2 days, 10:51:58 time: 0.1798 data_time: 0.0029 loss: 1.5643 2023/03/25 01:27:44 - mmengine - INFO - Epoch(train) [66][2500/5005] lr: 1.2103e-02 eta: 2 days, 10:51:41 time: 0.1820 data_time: 0.0031 loss: 1.6376 2023/03/25 01:28:02 - mmengine - INFO - Epoch(train) [66][2600/5005] lr: 1.2103e-02 eta: 2 days, 10:51:23 time: 0.1791 data_time: 0.0029 loss: 1.6615 2023/03/25 01:28:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:28:20 - mmengine - INFO - Epoch(train) [66][2700/5005] lr: 1.2103e-02 eta: 2 days, 10:51:05 time: 0.1812 data_time: 0.0029 loss: 1.5430 2023/03/25 01:28:38 - mmengine - INFO - Epoch(train) [66][2800/5005] lr: 1.2103e-02 eta: 2 days, 10:50:48 time: 0.1791 data_time: 0.0030 loss: 1.6180 2023/03/25 01:28:57 - mmengine - INFO - Epoch(train) [66][2900/5005] lr: 1.2103e-02 eta: 2 days, 10:50:32 time: 0.1950 data_time: 0.0029 loss: 1.5667 2023/03/25 01:29:15 - mmengine - INFO - Epoch(train) [66][3000/5005] lr: 1.2103e-02 eta: 2 days, 10:50:14 time: 0.1807 data_time: 0.0030 loss: 1.6598 2023/03/25 01:29:34 - mmengine - INFO - Epoch(train) [66][3100/5005] lr: 1.2103e-02 eta: 2 days, 10:49:56 time: 0.1796 data_time: 0.0029 loss: 1.7943 2023/03/25 01:29:52 - mmengine - INFO - Epoch(train) [66][3200/5005] lr: 1.2103e-02 eta: 2 days, 10:49:38 time: 0.1808 data_time: 0.0029 loss: 1.6163 2023/03/25 01:30:10 - mmengine - INFO - Epoch(train) [66][3300/5005] lr: 1.2103e-02 eta: 2 days, 10:49:21 time: 0.1805 data_time: 0.0029 loss: 1.7087 2023/03/25 01:30:28 - mmengine - INFO - Epoch(train) [66][3400/5005] lr: 1.2103e-02 eta: 2 days, 10:49:03 time: 0.1785 data_time: 0.0030 loss: 1.6306 2023/03/25 01:30:47 - mmengine - INFO - Epoch(train) [66][3500/5005] lr: 1.2103e-02 eta: 2 days, 10:48:45 time: 0.1814 data_time: 0.0031 loss: 1.5211 2023/03/25 01:31:05 - mmengine - INFO - Epoch(train) [66][3600/5005] lr: 1.2103e-02 eta: 2 days, 10:48:28 time: 0.1968 data_time: 0.0029 loss: 1.9036 2023/03/25 01:31:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:31:23 - mmengine - INFO - Epoch(train) [66][3700/5005] lr: 1.2103e-02 eta: 2 days, 10:48:10 time: 0.1790 data_time: 0.0029 loss: 1.7921 2023/03/25 01:31:42 - mmengine - INFO - Epoch(train) [66][3800/5005] lr: 1.2103e-02 eta: 2 days, 10:47:54 time: 0.1801 data_time: 0.0032 loss: 1.4644 2023/03/25 01:32:00 - mmengine - INFO - Epoch(train) [66][3900/5005] lr: 1.2103e-02 eta: 2 days, 10:47:35 time: 0.1807 data_time: 0.0029 loss: 1.7898 2023/03/25 01:32:18 - mmengine - INFO - Epoch(train) [66][4000/5005] lr: 1.2103e-02 eta: 2 days, 10:47:17 time: 0.1809 data_time: 0.0030 loss: 1.6673 2023/03/25 01:32:37 - mmengine - INFO - Epoch(train) [66][4100/5005] lr: 1.2103e-02 eta: 2 days, 10:46:59 time: 0.1791 data_time: 0.0029 loss: 1.7108 2023/03/25 01:32:55 - mmengine - INFO - Epoch(train) [66][4200/5005] lr: 1.2103e-02 eta: 2 days, 10:46:42 time: 0.1804 data_time: 0.0029 loss: 1.7116 2023/03/25 01:33:13 - mmengine - INFO - Epoch(train) [66][4300/5005] lr: 1.2103e-02 eta: 2 days, 10:46:25 time: 0.1815 data_time: 0.0031 loss: 1.7048 2023/03/25 01:33:32 - mmengine - INFO - Epoch(train) [66][4400/5005] lr: 1.2103e-02 eta: 2 days, 10:46:08 time: 0.1811 data_time: 0.0029 loss: 1.6478 2023/03/25 01:33:50 - mmengine - INFO - Epoch(train) [66][4500/5005] lr: 1.2103e-02 eta: 2 days, 10:45:50 time: 0.1810 data_time: 0.0029 loss: 1.7249 2023/03/25 01:34:09 - mmengine - INFO - Epoch(train) [66][4600/5005] lr: 1.2103e-02 eta: 2 days, 10:45:33 time: 0.2015 data_time: 0.0029 loss: 1.8990 2023/03/25 01:34:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:34:27 - mmengine - INFO - Epoch(train) [66][4700/5005] lr: 1.2103e-02 eta: 2 days, 10:45:15 time: 0.1798 data_time: 0.0029 loss: 1.7385 2023/03/25 01:34:45 - mmengine - INFO - Epoch(train) [66][4800/5005] lr: 1.2103e-02 eta: 2 days, 10:44:58 time: 0.1793 data_time: 0.0029 loss: 1.7287 2023/03/25 01:35:03 - mmengine - INFO - Epoch(train) [66][4900/5005] lr: 1.2103e-02 eta: 2 days, 10:44:40 time: 0.1778 data_time: 0.0030 loss: 1.7478 2023/03/25 01:35:22 - mmengine - INFO - Epoch(train) [66][5000/5005] lr: 1.2103e-02 eta: 2 days, 10:44:22 time: 0.1784 data_time: 0.0036 loss: 1.6594 2023/03/25 01:35:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:35:23 - mmengine - INFO - Saving checkpoint at 66 epochs 2023/03/25 01:35:31 - mmengine - INFO - Epoch(val) [66][100/196] eta: 0:00:06 time: 0.0596 data_time: 0.0209 2023/03/25 01:36:00 - mmengine - INFO - Epoch(val) [66][196/196] accuracy/top1: 66.5380 accuracy/top5: 87.2380data_time: 0.0658 time: 0.0989 2023/03/25 01:36:19 - mmengine - INFO - Epoch(train) [67][ 100/5005] lr: 1.1861e-02 eta: 2 days, 10:44:08 time: 0.1801 data_time: 0.0029 loss: 1.7798 2023/03/25 01:36:38 - mmengine - INFO - Epoch(train) [67][ 200/5005] lr: 1.1861e-02 eta: 2 days, 10:43:50 time: 0.1795 data_time: 0.0030 loss: 1.5480 2023/03/25 01:36:56 - mmengine - INFO - Epoch(train) [67][ 300/5005] lr: 1.1861e-02 eta: 2 days, 10:43:32 time: 0.1807 data_time: 0.0030 loss: 1.7731 2023/03/25 01:37:14 - mmengine - INFO - Epoch(train) [67][ 400/5005] lr: 1.1861e-02 eta: 2 days, 10:43:14 time: 0.1803 data_time: 0.0029 loss: 1.3915 2023/03/25 01:37:33 - mmengine - INFO - Epoch(train) [67][ 500/5005] lr: 1.1861e-02 eta: 2 days, 10:42:57 time: 0.1809 data_time: 0.0029 loss: 1.6228 2023/03/25 01:37:51 - mmengine - INFO - Epoch(train) [67][ 600/5005] lr: 1.1861e-02 eta: 2 days, 10:42:40 time: 0.1799 data_time: 0.0029 loss: 1.6910 2023/03/25 01:38:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:38:09 - mmengine - INFO - Epoch(train) [67][ 700/5005] lr: 1.1861e-02 eta: 2 days, 10:42:22 time: 0.1807 data_time: 0.0030 loss: 1.5791 2023/03/25 01:38:28 - mmengine - INFO - Epoch(train) [67][ 800/5005] lr: 1.1861e-02 eta: 2 days, 10:42:04 time: 0.1801 data_time: 0.0029 loss: 1.5082 2023/03/25 01:38:46 - mmengine - INFO - Epoch(train) [67][ 900/5005] lr: 1.1861e-02 eta: 2 days, 10:41:48 time: 0.1780 data_time: 0.0031 loss: 1.4920 2023/03/25 01:39:05 - mmengine - INFO - Epoch(train) [67][1000/5005] lr: 1.1861e-02 eta: 2 days, 10:41:31 time: 0.1808 data_time: 0.0030 loss: 1.5242 2023/03/25 01:39:23 - mmengine - INFO - Epoch(train) [67][1100/5005] lr: 1.1861e-02 eta: 2 days, 10:41:13 time: 0.1799 data_time: 0.0029 loss: 1.7854 2023/03/25 01:39:41 - mmengine - INFO - Epoch(train) [67][1200/5005] lr: 1.1861e-02 eta: 2 days, 10:40:55 time: 0.1804 data_time: 0.0029 loss: 1.7494 2023/03/25 01:39:59 - mmengine - INFO - Epoch(train) [67][1300/5005] lr: 1.1861e-02 eta: 2 days, 10:40:37 time: 0.1805 data_time: 0.0030 loss: 1.5538 2023/03/25 01:40:18 - mmengine - INFO - Epoch(train) [67][1400/5005] lr: 1.1861e-02 eta: 2 days, 10:40:20 time: 0.1788 data_time: 0.0029 loss: 1.5575 2023/03/25 01:40:36 - mmengine - INFO - Epoch(train) [67][1500/5005] lr: 1.1861e-02 eta: 2 days, 10:40:02 time: 0.1783 data_time: 0.0029 loss: 1.8237 2023/03/25 01:40:54 - mmengine - INFO - Epoch(train) [67][1600/5005] lr: 1.1861e-02 eta: 2 days, 10:39:45 time: 0.1784 data_time: 0.0030 loss: 1.9001 2023/03/25 01:41:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:41:13 - mmengine - INFO - Epoch(train) [67][1700/5005] lr: 1.1861e-02 eta: 2 days, 10:39:27 time: 0.1810 data_time: 0.0029 loss: 1.3513 2023/03/25 01:41:31 - mmengine - INFO - Epoch(train) [67][1800/5005] lr: 1.1861e-02 eta: 2 days, 10:39:10 time: 0.1807 data_time: 0.0029 loss: 1.5926 2023/03/25 01:41:50 - mmengine - INFO - Epoch(train) [67][1900/5005] lr: 1.1861e-02 eta: 2 days, 10:38:53 time: 0.1779 data_time: 0.0029 loss: 1.6604 2023/03/25 01:42:08 - mmengine - INFO - Epoch(train) [67][2000/5005] lr: 1.1861e-02 eta: 2 days, 10:38:35 time: 0.1812 data_time: 0.0029 loss: 1.5804 2023/03/25 01:42:26 - mmengine - INFO - Epoch(train) [67][2100/5005] lr: 1.1861e-02 eta: 2 days, 10:38:17 time: 0.1807 data_time: 0.0029 loss: 1.6801 2023/03/25 01:42:45 - mmengine - INFO - Epoch(train) [67][2200/5005] lr: 1.1861e-02 eta: 2 days, 10:38:00 time: 0.1814 data_time: 0.0029 loss: 1.5552 2023/03/25 01:43:03 - mmengine - INFO - Epoch(train) [67][2300/5005] lr: 1.1861e-02 eta: 2 days, 10:37:43 time: 0.1809 data_time: 0.0029 loss: 1.8118 2023/03/25 01:43:22 - mmengine - INFO - Epoch(train) [67][2400/5005] lr: 1.1861e-02 eta: 2 days, 10:37:26 time: 0.1801 data_time: 0.0029 loss: 1.6390 2023/03/25 01:43:40 - mmengine - INFO - Epoch(train) [67][2500/5005] lr: 1.1861e-02 eta: 2 days, 10:37:09 time: 0.1809 data_time: 0.0029 loss: 1.6564 2023/03/25 01:43:58 - mmengine - INFO - Epoch(train) [67][2600/5005] lr: 1.1861e-02 eta: 2 days, 10:36:51 time: 0.1797 data_time: 0.0031 loss: 1.5482 2023/03/25 01:44:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:44:17 - mmengine - INFO - Epoch(train) [67][2700/5005] lr: 1.1861e-02 eta: 2 days, 10:36:34 time: 0.1815 data_time: 0.0030 loss: 1.7814 2023/03/25 01:44:35 - mmengine - INFO - Epoch(train) [67][2800/5005] lr: 1.1861e-02 eta: 2 days, 10:36:17 time: 0.1820 data_time: 0.0029 loss: 1.4984 2023/03/25 01:44:53 - mmengine - INFO - Epoch(train) [67][2900/5005] lr: 1.1861e-02 eta: 2 days, 10:35:59 time: 0.1790 data_time: 0.0029 loss: 1.5021 2023/03/25 01:45:12 - mmengine - INFO - Epoch(train) [67][3000/5005] lr: 1.1861e-02 eta: 2 days, 10:35:42 time: 0.2005 data_time: 0.0031 loss: 1.6434 2023/03/25 01:45:30 - mmengine - INFO - Epoch(train) [67][3100/5005] lr: 1.1861e-02 eta: 2 days, 10:35:25 time: 0.1806 data_time: 0.0030 loss: 1.5556 2023/03/25 01:45:49 - mmengine - INFO - Epoch(train) [67][3200/5005] lr: 1.1861e-02 eta: 2 days, 10:35:08 time: 0.1814 data_time: 0.0030 loss: 1.5888 2023/03/25 01:46:07 - mmengine - INFO - Epoch(train) [67][3300/5005] lr: 1.1861e-02 eta: 2 days, 10:34:50 time: 0.1949 data_time: 0.0029 loss: 1.5975 2023/03/25 01:46:26 - mmengine - INFO - Epoch(train) [67][3400/5005] lr: 1.1861e-02 eta: 2 days, 10:34:33 time: 0.1805 data_time: 0.0029 loss: 1.5338 2023/03/25 01:46:44 - mmengine - INFO - Epoch(train) [67][3500/5005] lr: 1.1861e-02 eta: 2 days, 10:34:15 time: 0.1789 data_time: 0.0029 loss: 1.4649 2023/03/25 01:47:02 - mmengine - INFO - Epoch(train) [67][3600/5005] lr: 1.1861e-02 eta: 2 days, 10:33:58 time: 0.1801 data_time: 0.0029 loss: 1.6349 2023/03/25 01:47:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:47:21 - mmengine - INFO - Epoch(train) [67][3700/5005] lr: 1.1861e-02 eta: 2 days, 10:33:42 time: 0.1812 data_time: 0.0029 loss: 1.6577 2023/03/25 01:47:39 - mmengine - INFO - Epoch(train) [67][3800/5005] lr: 1.1861e-02 eta: 2 days, 10:33:24 time: 0.1808 data_time: 0.0029 loss: 1.7051 2023/03/25 01:47:58 - mmengine - INFO - Epoch(train) [67][3900/5005] lr: 1.1861e-02 eta: 2 days, 10:33:06 time: 0.1820 data_time: 0.0029 loss: 1.6894 2023/03/25 01:48:16 - mmengine - INFO - Epoch(train) [67][4000/5005] lr: 1.1861e-02 eta: 2 days, 10:32:49 time: 0.1800 data_time: 0.0030 loss: 1.6754 2023/03/25 01:48:34 - mmengine - INFO - Epoch(train) [67][4100/5005] lr: 1.1861e-02 eta: 2 days, 10:32:32 time: 0.1791 data_time: 0.0030 loss: 1.5235 2023/03/25 01:48:53 - mmengine - INFO - Epoch(train) [67][4200/5005] lr: 1.1861e-02 eta: 2 days, 10:32:15 time: 0.1811 data_time: 0.0030 loss: 1.6384 2023/03/25 01:49:11 - mmengine - INFO - Epoch(train) [67][4300/5005] lr: 1.1861e-02 eta: 2 days, 10:31:58 time: 0.1812 data_time: 0.0030 loss: 1.4784 2023/03/25 01:49:30 - mmengine - INFO - Epoch(train) [67][4400/5005] lr: 1.1861e-02 eta: 2 days, 10:31:41 time: 0.1819 data_time: 0.0030 loss: 1.7681 2023/03/25 01:49:48 - mmengine - INFO - Epoch(train) [67][4500/5005] lr: 1.1861e-02 eta: 2 days, 10:31:23 time: 0.1812 data_time: 0.0029 loss: 1.5798 2023/03/25 01:50:07 - mmengine - INFO - Epoch(train) [67][4600/5005] lr: 1.1861e-02 eta: 2 days, 10:31:06 time: 0.1825 data_time: 0.0031 loss: 1.7326 2023/03/25 01:50:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:50:25 - mmengine - INFO - Epoch(train) [67][4700/5005] lr: 1.1861e-02 eta: 2 days, 10:30:48 time: 0.1806 data_time: 0.0030 loss: 1.7270 2023/03/25 01:50:43 - mmengine - INFO - Epoch(train) [67][4800/5005] lr: 1.1861e-02 eta: 2 days, 10:30:31 time: 0.1818 data_time: 0.0030 loss: 1.5706 2023/03/25 01:51:02 - mmengine - INFO - Epoch(train) [67][4900/5005] lr: 1.1861e-02 eta: 2 days, 10:30:13 time: 0.1818 data_time: 0.0030 loss: 1.5771 2023/03/25 01:51:20 - mmengine - INFO - Epoch(train) [67][5000/5005] lr: 1.1861e-02 eta: 2 days, 10:29:55 time: 0.1779 data_time: 0.0035 loss: 1.6777 2023/03/25 01:51:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:51:21 - mmengine - INFO - Saving checkpoint at 67 epochs 2023/03/25 01:51:29 - mmengine - INFO - Epoch(val) [67][100/196] eta: 0:00:06 time: 0.0596 data_time: 0.0216 2023/03/25 01:51:58 - mmengine - INFO - Epoch(val) [67][196/196] accuracy/top1: 66.2280 accuracy/top5: 87.0120data_time: 0.0658 time: 0.0996 2023/03/25 01:52:18 - mmengine - INFO - Epoch(train) [68][ 100/5005] lr: 1.1624e-02 eta: 2 days, 10:29:41 time: 0.1807 data_time: 0.0030 loss: 1.6475 2023/03/25 01:52:36 - mmengine - INFO - Epoch(train) [68][ 200/5005] lr: 1.1624e-02 eta: 2 days, 10:29:23 time: 0.1812 data_time: 0.0029 loss: 1.5823 2023/03/25 01:52:54 - mmengine - INFO - Epoch(train) [68][ 300/5005] lr: 1.1624e-02 eta: 2 days, 10:29:05 time: 0.1818 data_time: 0.0030 loss: 1.5870 2023/03/25 01:53:13 - mmengine - INFO - Epoch(train) [68][ 400/5005] lr: 1.1624e-02 eta: 2 days, 10:28:48 time: 0.1798 data_time: 0.0029 loss: 1.5835 2023/03/25 01:53:31 - mmengine - INFO - Epoch(train) [68][ 500/5005] lr: 1.1624e-02 eta: 2 days, 10:28:30 time: 0.1805 data_time: 0.0030 loss: 1.7941 2023/03/25 01:53:49 - mmengine - INFO - Epoch(train) [68][ 600/5005] lr: 1.1624e-02 eta: 2 days, 10:28:13 time: 0.1808 data_time: 0.0030 loss: 1.5762 2023/03/25 01:54:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:54:08 - mmengine - INFO - Epoch(train) [68][ 700/5005] lr: 1.1624e-02 eta: 2 days, 10:27:56 time: 0.1925 data_time: 0.0029 loss: 1.5977 2023/03/25 01:54:26 - mmengine - INFO - Epoch(train) [68][ 800/5005] lr: 1.1624e-02 eta: 2 days, 10:27:37 time: 0.1795 data_time: 0.0030 loss: 1.4494 2023/03/25 01:54:45 - mmengine - INFO - Epoch(train) [68][ 900/5005] lr: 1.1624e-02 eta: 2 days, 10:27:21 time: 0.1926 data_time: 0.0030 loss: 1.7298 2023/03/25 01:55:03 - mmengine - INFO - Epoch(train) [68][1000/5005] lr: 1.1624e-02 eta: 2 days, 10:27:03 time: 0.1796 data_time: 0.0031 loss: 1.3777 2023/03/25 01:55:22 - mmengine - INFO - Epoch(train) [68][1100/5005] lr: 1.1624e-02 eta: 2 days, 10:26:47 time: 0.1813 data_time: 0.0029 loss: 1.6845 2023/03/25 01:55:40 - mmengine - INFO - Epoch(train) [68][1200/5005] lr: 1.1624e-02 eta: 2 days, 10:26:30 time: 0.1808 data_time: 0.0031 loss: 1.6171 2023/03/25 01:55:58 - mmengine - INFO - Epoch(train) [68][1300/5005] lr: 1.1624e-02 eta: 2 days, 10:26:11 time: 0.1796 data_time: 0.0030 loss: 1.6261 2023/03/25 01:56:16 - mmengine - INFO - Epoch(train) [68][1400/5005] lr: 1.1624e-02 eta: 2 days, 10:25:53 time: 0.1775 data_time: 0.0030 loss: 1.3976 2023/03/25 01:56:35 - mmengine - INFO - Epoch(train) [68][1500/5005] lr: 1.1624e-02 eta: 2 days, 10:25:35 time: 0.1807 data_time: 0.0030 loss: 1.5775 2023/03/25 01:56:53 - mmengine - INFO - Epoch(train) [68][1600/5005] lr: 1.1624e-02 eta: 2 days, 10:25:19 time: 0.1830 data_time: 0.0029 loss: 1.3848 2023/03/25 01:57:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 01:57:11 - mmengine - INFO - Epoch(train) [68][1700/5005] lr: 1.1624e-02 eta: 2 days, 10:25:01 time: 0.1802 data_time: 0.0030 loss: 1.8077 2023/03/25 01:57:30 - mmengine - INFO - Epoch(train) [68][1800/5005] lr: 1.1624e-02 eta: 2 days, 10:24:44 time: 0.1847 data_time: 0.0029 loss: 1.6210 2023/03/25 01:57:48 - mmengine - INFO - Epoch(train) [68][1900/5005] lr: 1.1624e-02 eta: 2 days, 10:24:26 time: 0.1779 data_time: 0.0029 loss: 1.4294 2023/03/25 01:58:07 - mmengine - INFO - Epoch(train) [68][2000/5005] lr: 1.1624e-02 eta: 2 days, 10:24:10 time: 0.1803 data_time: 0.0030 loss: 1.6967 2023/03/25 01:58:25 - mmengine - INFO - Epoch(train) [68][2100/5005] lr: 1.1624e-02 eta: 2 days, 10:23:52 time: 0.1795 data_time: 0.0030 loss: 1.6981 2023/03/25 01:58:44 - mmengine - INFO - Epoch(train) [68][2200/5005] lr: 1.1624e-02 eta: 2 days, 10:23:35 time: 0.1820 data_time: 0.0029 loss: 1.5306 2023/03/25 01:59:02 - mmengine - INFO - Epoch(train) [68][2300/5005] lr: 1.1624e-02 eta: 2 days, 10:23:18 time: 0.1810 data_time: 0.0030 loss: 1.6830 2023/03/25 01:59:20 - mmengine - INFO - Epoch(train) [68][2400/5005] lr: 1.1624e-02 eta: 2 days, 10:23:00 time: 0.1819 data_time: 0.0030 loss: 1.5957 2023/03/25 01:59:39 - mmengine - INFO - Epoch(train) [68][2500/5005] lr: 1.1624e-02 eta: 2 days, 10:22:43 time: 0.2073 data_time: 0.0029 loss: 1.4664 2023/03/25 01:59:57 - mmengine - INFO - Epoch(train) [68][2600/5005] lr: 1.1624e-02 eta: 2 days, 10:22:25 time: 0.1798 data_time: 0.0030 loss: 1.5955 2023/03/25 02:00:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:00:16 - mmengine - INFO - Epoch(train) [68][2700/5005] lr: 1.1624e-02 eta: 2 days, 10:22:08 time: 0.1807 data_time: 0.0030 loss: 1.6632 2023/03/25 02:00:34 - mmengine - INFO - Epoch(train) [68][2800/5005] lr: 1.1624e-02 eta: 2 days, 10:21:51 time: 0.1813 data_time: 0.0030 loss: 1.5839 2023/03/25 02:00:53 - mmengine - INFO - Epoch(train) [68][2900/5005] lr: 1.1624e-02 eta: 2 days, 10:21:34 time: 0.1805 data_time: 0.0032 loss: 1.5394 2023/03/25 02:01:11 - mmengine - INFO - Epoch(train) [68][3000/5005] lr: 1.1624e-02 eta: 2 days, 10:21:17 time: 0.1792 data_time: 0.0032 loss: 1.6505 2023/03/25 02:01:29 - mmengine - INFO - Epoch(train) [68][3100/5005] lr: 1.1624e-02 eta: 2 days, 10:20:59 time: 0.1825 data_time: 0.0030 loss: 1.5188 2023/03/25 02:01:48 - mmengine - INFO - Epoch(train) [68][3200/5005] lr: 1.1624e-02 eta: 2 days, 10:20:42 time: 0.1815 data_time: 0.0030 loss: 1.4515 2023/03/25 02:02:06 - mmengine - INFO - Epoch(train) [68][3300/5005] lr: 1.1624e-02 eta: 2 days, 10:20:24 time: 0.1811 data_time: 0.0030 loss: 1.5096 2023/03/25 02:02:24 - mmengine - INFO - Epoch(train) [68][3400/5005] lr: 1.1624e-02 eta: 2 days, 10:20:06 time: 0.1803 data_time: 0.0030 loss: 1.8080 2023/03/25 02:02:43 - mmengine - INFO - Epoch(train) [68][3500/5005] lr: 1.1624e-02 eta: 2 days, 10:19:49 time: 0.1818 data_time: 0.0030 loss: 1.8920 2023/03/25 02:03:01 - mmengine - INFO - Epoch(train) [68][3600/5005] lr: 1.1624e-02 eta: 2 days, 10:19:32 time: 0.1800 data_time: 0.0030 loss: 1.7915 2023/03/25 02:03:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:03:20 - mmengine - INFO - Epoch(train) [68][3700/5005] lr: 1.1624e-02 eta: 2 days, 10:19:16 time: 0.2046 data_time: 0.0030 loss: 1.6791 2023/03/25 02:03:38 - mmengine - INFO - Epoch(train) [68][3800/5005] lr: 1.1624e-02 eta: 2 days, 10:18:58 time: 0.1799 data_time: 0.0030 loss: 1.5855 2023/03/25 02:03:57 - mmengine - INFO - Epoch(train) [68][3900/5005] lr: 1.1624e-02 eta: 2 days, 10:18:41 time: 0.1809 data_time: 0.0030 loss: 1.5782 2023/03/25 02:04:15 - mmengine - INFO - Epoch(train) [68][4000/5005] lr: 1.1624e-02 eta: 2 days, 10:18:23 time: 0.1805 data_time: 0.0030 loss: 1.4107 2023/03/25 02:04:33 - mmengine - INFO - Epoch(train) [68][4100/5005] lr: 1.1624e-02 eta: 2 days, 10:18:06 time: 0.1817 data_time: 0.0030 loss: 1.5842 2023/03/25 02:04:52 - mmengine - INFO - Epoch(train) [68][4200/5005] lr: 1.1624e-02 eta: 2 days, 10:17:48 time: 0.1943 data_time: 0.0030 loss: 1.5659 2023/03/25 02:05:10 - mmengine - INFO - Epoch(train) [68][4300/5005] lr: 1.1624e-02 eta: 2 days, 10:17:31 time: 0.1812 data_time: 0.0030 loss: 1.6894 2023/03/25 02:05:29 - mmengine - INFO - Epoch(train) [68][4400/5005] lr: 1.1624e-02 eta: 2 days, 10:17:14 time: 0.1997 data_time: 0.0030 loss: 1.6271 2023/03/25 02:05:47 - mmengine - INFO - Epoch(train) [68][4500/5005] lr: 1.1624e-02 eta: 2 days, 10:16:56 time: 0.1821 data_time: 0.0033 loss: 1.4331 2023/03/25 02:06:06 - mmengine - INFO - Epoch(train) [68][4600/5005] lr: 1.1624e-02 eta: 2 days, 10:16:39 time: 0.1823 data_time: 0.0030 loss: 1.7134 2023/03/25 02:06:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:06:24 - mmengine - INFO - Epoch(train) [68][4700/5005] lr: 1.1624e-02 eta: 2 days, 10:16:23 time: 0.1807 data_time: 0.0032 loss: 1.5688 2023/03/25 02:06:42 - mmengine - INFO - Epoch(train) [68][4800/5005] lr: 1.1624e-02 eta: 2 days, 10:16:05 time: 0.1822 data_time: 0.0030 loss: 1.6375 2023/03/25 02:07:01 - mmengine - INFO - Epoch(train) [68][4900/5005] lr: 1.1624e-02 eta: 2 days, 10:15:47 time: 0.1812 data_time: 0.0030 loss: 1.5101 2023/03/25 02:07:19 - mmengine - INFO - Epoch(train) [68][5000/5005] lr: 1.1624e-02 eta: 2 days, 10:15:30 time: 0.1797 data_time: 0.0037 loss: 1.6461 2023/03/25 02:07:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:07:20 - mmengine - INFO - Saving checkpoint at 68 epochs 2023/03/25 02:07:28 - mmengine - INFO - Epoch(val) [68][100/196] eta: 0:00:06 time: 0.0588 data_time: 0.0204 2023/03/25 02:07:58 - mmengine - INFO - Epoch(val) [68][196/196] accuracy/top1: 66.6380 accuracy/top5: 87.2580data_time: 0.0723 time: 0.1067 2023/03/25 02:08:17 - mmengine - INFO - Epoch(train) [69][ 100/5005] lr: 1.1392e-02 eta: 2 days, 10:15:15 time: 0.1820 data_time: 0.0030 loss: 1.5492 2023/03/25 02:08:35 - mmengine - INFO - Epoch(train) [69][ 200/5005] lr: 1.1392e-02 eta: 2 days, 10:14:57 time: 0.1818 data_time: 0.0032 loss: 1.4271 2023/03/25 02:08:54 - mmengine - INFO - Epoch(train) [69][ 300/5005] lr: 1.1392e-02 eta: 2 days, 10:14:39 time: 0.2089 data_time: 0.0031 loss: 1.5872 2023/03/25 02:09:12 - mmengine - INFO - Epoch(train) [69][ 400/5005] lr: 1.1392e-02 eta: 2 days, 10:14:22 time: 0.1803 data_time: 0.0030 loss: 1.5127 2023/03/25 02:09:30 - mmengine - INFO - Epoch(train) [69][ 500/5005] lr: 1.1392e-02 eta: 2 days, 10:14:04 time: 0.1801 data_time: 0.0030 loss: 1.8389 2023/03/25 02:09:49 - mmengine - INFO - Epoch(train) [69][ 600/5005] lr: 1.1392e-02 eta: 2 days, 10:13:48 time: 0.1993 data_time: 0.0030 loss: 1.5118 2023/03/25 02:10:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:10:07 - mmengine - INFO - Epoch(train) [69][ 700/5005] lr: 1.1392e-02 eta: 2 days, 10:13:29 time: 0.1796 data_time: 0.0030 loss: 1.6407 2023/03/25 02:10:25 - mmengine - INFO - Epoch(train) [69][ 800/5005] lr: 1.1392e-02 eta: 2 days, 10:13:11 time: 0.1794 data_time: 0.0030 loss: 1.6638 2023/03/25 02:10:44 - mmengine - INFO - Epoch(train) [69][ 900/5005] lr: 1.1392e-02 eta: 2 days, 10:12:54 time: 0.1806 data_time: 0.0029 loss: 1.7489 2023/03/25 02:11:02 - mmengine - INFO - Epoch(train) [69][1000/5005] lr: 1.1392e-02 eta: 2 days, 10:12:37 time: 0.1818 data_time: 0.0030 loss: 1.3666 2023/03/25 02:11:20 - mmengine - INFO - Epoch(train) [69][1100/5005] lr: 1.1392e-02 eta: 2 days, 10:12:18 time: 0.1822 data_time: 0.0030 loss: 1.7801 2023/03/25 02:11:38 - mmengine - INFO - Epoch(train) [69][1200/5005] lr: 1.1392e-02 eta: 2 days, 10:12:00 time: 0.1816 data_time: 0.0030 loss: 1.3709 2023/03/25 02:11:57 - mmengine - INFO - Epoch(train) [69][1300/5005] lr: 1.1392e-02 eta: 2 days, 10:11:44 time: 0.1802 data_time: 0.0030 loss: 1.7628 2023/03/25 02:12:15 - mmengine - INFO - Epoch(train) [69][1400/5005] lr: 1.1392e-02 eta: 2 days, 10:11:26 time: 0.1768 data_time: 0.0029 loss: 1.7422 2023/03/25 02:12:34 - mmengine - INFO - Epoch(train) [69][1500/5005] lr: 1.1392e-02 eta: 2 days, 10:11:09 time: 0.1811 data_time: 0.0030 loss: 1.5972 2023/03/25 02:12:53 - mmengine - INFO - Epoch(train) [69][1600/5005] lr: 1.1392e-02 eta: 2 days, 10:10:53 time: 0.1830 data_time: 0.0030 loss: 1.8260 2023/03/25 02:13:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:13:11 - mmengine - INFO - Epoch(train) [69][1700/5005] lr: 1.1392e-02 eta: 2 days, 10:10:35 time: 0.1803 data_time: 0.0030 loss: 1.5612 2023/03/25 02:13:29 - mmengine - INFO - Epoch(train) [69][1800/5005] lr: 1.1392e-02 eta: 2 days, 10:10:17 time: 0.1789 data_time: 0.0030 loss: 1.6798 2023/03/25 02:13:47 - mmengine - INFO - Epoch(train) [69][1900/5005] lr: 1.1392e-02 eta: 2 days, 10:09:59 time: 0.1802 data_time: 0.0030 loss: 1.7132 2023/03/25 02:14:05 - mmengine - INFO - Epoch(train) [69][2000/5005] lr: 1.1392e-02 eta: 2 days, 10:09:41 time: 0.1829 data_time: 0.0030 loss: 1.5635 2023/03/25 02:14:24 - mmengine - INFO - Epoch(train) [69][2100/5005] lr: 1.1392e-02 eta: 2 days, 10:09:23 time: 0.1802 data_time: 0.0030 loss: 1.4755 2023/03/25 02:14:42 - mmengine - INFO - Epoch(train) [69][2200/5005] lr: 1.1392e-02 eta: 2 days, 10:09:06 time: 0.1791 data_time: 0.0030 loss: 1.5483 2023/03/25 02:15:01 - mmengine - INFO - Epoch(train) [69][2300/5005] lr: 1.1392e-02 eta: 2 days, 10:08:49 time: 0.1822 data_time: 0.0030 loss: 1.4889 2023/03/25 02:15:19 - mmengine - INFO - Epoch(train) [69][2400/5005] lr: 1.1392e-02 eta: 2 days, 10:08:32 time: 0.2072 data_time: 0.0030 loss: 1.7916 2023/03/25 02:15:38 - mmengine - INFO - Epoch(train) [69][2500/5005] lr: 1.1392e-02 eta: 2 days, 10:08:15 time: 0.1826 data_time: 0.0030 loss: 1.6989 2023/03/25 02:15:56 - mmengine - INFO - Epoch(train) [69][2600/5005] lr: 1.1392e-02 eta: 2 days, 10:07:57 time: 0.1803 data_time: 0.0032 loss: 1.6165 2023/03/25 02:16:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:16:14 - mmengine - INFO - Epoch(train) [69][2700/5005] lr: 1.1392e-02 eta: 2 days, 10:07:39 time: 0.1808 data_time: 0.0031 loss: 1.6921 2023/03/25 02:16:32 - mmengine - INFO - Epoch(train) [69][2800/5005] lr: 1.1392e-02 eta: 2 days, 10:07:21 time: 0.1798 data_time: 0.0030 loss: 1.9884 2023/03/25 02:16:51 - mmengine - INFO - Epoch(train) [69][2900/5005] lr: 1.1392e-02 eta: 2 days, 10:07:03 time: 0.1823 data_time: 0.0030 loss: 1.4159 2023/03/25 02:17:09 - mmengine - INFO - Epoch(train) [69][3000/5005] lr: 1.1392e-02 eta: 2 days, 10:06:46 time: 0.1801 data_time: 0.0030 loss: 1.4968 2023/03/25 02:17:28 - mmengine - INFO - Epoch(train) [69][3100/5005] lr: 1.1392e-02 eta: 2 days, 10:06:29 time: 0.1802 data_time: 0.0031 loss: 1.8757 2023/03/25 02:17:46 - mmengine - INFO - Epoch(train) [69][3200/5005] lr: 1.1392e-02 eta: 2 days, 10:06:12 time: 0.1827 data_time: 0.0030 loss: 1.7798 2023/03/25 02:18:05 - mmengine - INFO - Epoch(train) [69][3300/5005] lr: 1.1392e-02 eta: 2 days, 10:05:55 time: 0.2001 data_time: 0.0033 loss: 1.6401 2023/03/25 02:18:23 - mmengine - INFO - Epoch(train) [69][3400/5005] lr: 1.1392e-02 eta: 2 days, 10:05:37 time: 0.1801 data_time: 0.0032 loss: 1.5396 2023/03/25 02:18:41 - mmengine - INFO - Epoch(train) [69][3500/5005] lr: 1.1392e-02 eta: 2 days, 10:05:19 time: 0.1805 data_time: 0.0031 loss: 1.5363 2023/03/25 02:18:59 - mmengine - INFO - Epoch(train) [69][3600/5005] lr: 1.1392e-02 eta: 2 days, 10:05:01 time: 0.1805 data_time: 0.0031 loss: 1.7859 2023/03/25 02:19:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:19:18 - mmengine - INFO - Epoch(train) [69][3700/5005] lr: 1.1392e-02 eta: 2 days, 10:04:44 time: 0.1987 data_time: 0.0030 loss: 1.7417 2023/03/25 02:19:36 - mmengine - INFO - Epoch(train) [69][3800/5005] lr: 1.1392e-02 eta: 2 days, 10:04:26 time: 0.1796 data_time: 0.0031 loss: 1.6959 2023/03/25 02:19:54 - mmengine - INFO - Epoch(train) [69][3900/5005] lr: 1.1392e-02 eta: 2 days, 10:04:08 time: 0.1781 data_time: 0.0030 loss: 1.6290 2023/03/25 02:20:13 - mmengine - INFO - Epoch(train) [69][4000/5005] lr: 1.1392e-02 eta: 2 days, 10:03:51 time: 0.1937 data_time: 0.0030 loss: 1.7016 2023/03/25 02:20:31 - mmengine - INFO - Epoch(train) [69][4100/5005] lr: 1.1392e-02 eta: 2 days, 10:03:33 time: 0.1793 data_time: 0.0030 loss: 1.4610 2023/03/25 02:20:50 - mmengine - INFO - Epoch(train) [69][4200/5005] lr: 1.1392e-02 eta: 2 days, 10:03:17 time: 0.1807 data_time: 0.0031 loss: 1.5038 2023/03/25 02:21:08 - mmengine - INFO - Epoch(train) [69][4300/5005] lr: 1.1392e-02 eta: 2 days, 10:03:00 time: 0.1806 data_time: 0.0030 loss: 1.8453 2023/03/25 02:21:27 - mmengine - INFO - Epoch(train) [69][4400/5005] lr: 1.1392e-02 eta: 2 days, 10:02:43 time: 0.1824 data_time: 0.0030 loss: 1.6339 2023/03/25 02:21:45 - mmengine - INFO - Epoch(train) [69][4500/5005] lr: 1.1392e-02 eta: 2 days, 10:02:25 time: 0.1805 data_time: 0.0030 loss: 1.4428 2023/03/25 02:22:03 - mmengine - INFO - Epoch(train) [69][4600/5005] lr: 1.1392e-02 eta: 2 days, 10:02:07 time: 0.1801 data_time: 0.0030 loss: 1.6699 2023/03/25 02:22:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:22:21 - mmengine - INFO - Epoch(train) [69][4700/5005] lr: 1.1392e-02 eta: 2 days, 10:01:48 time: 0.1818 data_time: 0.0030 loss: 1.8126 2023/03/25 02:22:40 - mmengine - INFO - Epoch(train) [69][4800/5005] lr: 1.1392e-02 eta: 2 days, 10:01:30 time: 0.1793 data_time: 0.0031 loss: 1.4245 2023/03/25 02:22:58 - mmengine - INFO - Epoch(train) [69][4900/5005] lr: 1.1392e-02 eta: 2 days, 10:01:13 time: 0.1799 data_time: 0.0030 loss: 1.4933 2023/03/25 02:23:17 - mmengine - INFO - Epoch(train) [69][5000/5005] lr: 1.1392e-02 eta: 2 days, 10:00:56 time: 0.1803 data_time: 0.0037 loss: 1.7646 2023/03/25 02:23:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:23:18 - mmengine - INFO - Saving checkpoint at 69 epochs 2023/03/25 02:23:26 - mmengine - INFO - Epoch(val) [69][100/196] eta: 0:00:06 time: 0.0594 data_time: 0.0204 2023/03/25 02:23:55 - mmengine - INFO - Epoch(val) [69][196/196] accuracy/top1: 66.5780 accuracy/top5: 87.3240data_time: 0.0643 time: 0.0991 2023/03/25 02:24:14 - mmengine - INFO - Epoch(train) [70][ 100/5005] lr: 1.1164e-02 eta: 2 days, 10:00:42 time: 0.1802 data_time: 0.0030 loss: 1.5496 2023/03/25 02:24:33 - mmengine - INFO - Epoch(train) [70][ 200/5005] lr: 1.1164e-02 eta: 2 days, 10:00:25 time: 0.1815 data_time: 0.0030 loss: 1.6923 2023/03/25 02:24:51 - mmengine - INFO - Epoch(train) [70][ 300/5005] lr: 1.1164e-02 eta: 2 days, 10:00:07 time: 0.1803 data_time: 0.0030 loss: 1.6136 2023/03/25 02:25:09 - mmengine - INFO - Epoch(train) [70][ 400/5005] lr: 1.1164e-02 eta: 2 days, 9:59:49 time: 0.1806 data_time: 0.0030 loss: 1.5667 2023/03/25 02:25:28 - mmengine - INFO - Epoch(train) [70][ 500/5005] lr: 1.1164e-02 eta: 2 days, 9:59:31 time: 0.1819 data_time: 0.0030 loss: 1.6310 2023/03/25 02:25:46 - mmengine - INFO - Epoch(train) [70][ 600/5005] lr: 1.1164e-02 eta: 2 days, 9:59:13 time: 0.1812 data_time: 0.0030 loss: 1.5306 2023/03/25 02:25:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:26:04 - mmengine - INFO - Epoch(train) [70][ 700/5005] lr: 1.1164e-02 eta: 2 days, 9:58:55 time: 0.1809 data_time: 0.0030 loss: 1.5933 2023/03/25 02:26:23 - mmengine - INFO - Epoch(train) [70][ 800/5005] lr: 1.1164e-02 eta: 2 days, 9:58:38 time: 0.1792 data_time: 0.0030 loss: 1.4594 2023/03/25 02:26:42 - mmengine - INFO - Epoch(train) [70][ 900/5005] lr: 1.1164e-02 eta: 2 days, 9:58:22 time: 0.2006 data_time: 0.0030 loss: 1.4879 2023/03/25 02:27:00 - mmengine - INFO - Epoch(train) [70][1000/5005] lr: 1.1164e-02 eta: 2 days, 9:58:05 time: 0.1813 data_time: 0.0030 loss: 1.7401 2023/03/25 02:27:19 - mmengine - INFO - Epoch(train) [70][1100/5005] lr: 1.1164e-02 eta: 2 days, 9:57:48 time: 0.1813 data_time: 0.0030 loss: 1.6668 2023/03/25 02:27:37 - mmengine - INFO - Epoch(train) [70][1200/5005] lr: 1.1164e-02 eta: 2 days, 9:57:31 time: 0.1822 data_time: 0.0031 loss: 1.5633 2023/03/25 02:27:55 - mmengine - INFO - Epoch(train) [70][1300/5005] lr: 1.1164e-02 eta: 2 days, 9:57:13 time: 0.1805 data_time: 0.0030 loss: 1.6154 2023/03/25 02:28:14 - mmengine - INFO - Epoch(train) [70][1400/5005] lr: 1.1164e-02 eta: 2 days, 9:56:55 time: 0.1814 data_time: 0.0030 loss: 1.5475 2023/03/25 02:28:32 - mmengine - INFO - Epoch(train) [70][1500/5005] lr: 1.1164e-02 eta: 2 days, 9:56:37 time: 0.1819 data_time: 0.0030 loss: 1.6857 2023/03/25 02:28:50 - mmengine - INFO - Epoch(train) [70][1600/5005] lr: 1.1164e-02 eta: 2 days, 9:56:20 time: 0.1806 data_time: 0.0032 loss: 1.7133 2023/03/25 02:29:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:29:09 - mmengine - INFO - Epoch(train) [70][1700/5005] lr: 1.1164e-02 eta: 2 days, 9:56:02 time: 0.1813 data_time: 0.0030 loss: 1.6894 2023/03/25 02:29:27 - mmengine - INFO - Epoch(train) [70][1800/5005] lr: 1.1164e-02 eta: 2 days, 9:55:46 time: 0.1797 data_time: 0.0030 loss: 1.6348 2023/03/25 02:29:46 - mmengine - INFO - Epoch(train) [70][1900/5005] lr: 1.1164e-02 eta: 2 days, 9:55:30 time: 0.1991 data_time: 0.0030 loss: 1.5836 2023/03/25 02:30:04 - mmengine - INFO - Epoch(train) [70][2000/5005] lr: 1.1164e-02 eta: 2 days, 9:55:12 time: 0.1798 data_time: 0.0030 loss: 1.6860 2023/03/25 02:30:23 - mmengine - INFO - Epoch(train) [70][2100/5005] lr: 1.1164e-02 eta: 2 days, 9:54:54 time: 0.1816 data_time: 0.0030 loss: 1.5599 2023/03/25 02:30:41 - mmengine - INFO - Epoch(train) [70][2200/5005] lr: 1.1164e-02 eta: 2 days, 9:54:37 time: 0.1816 data_time: 0.0030 loss: 1.5937 2023/03/25 02:30:59 - mmengine - INFO - Epoch(train) [70][2300/5005] lr: 1.1164e-02 eta: 2 days, 9:54:19 time: 0.1801 data_time: 0.0030 loss: 1.5995 2023/03/25 02:31:18 - mmengine - INFO - Epoch(train) [70][2400/5005] lr: 1.1164e-02 eta: 2 days, 9:54:01 time: 0.1809 data_time: 0.0031 loss: 1.6189 2023/03/25 02:31:36 - mmengine - INFO - Epoch(train) [70][2500/5005] lr: 1.1164e-02 eta: 2 days, 9:53:43 time: 0.1796 data_time: 0.0031 loss: 1.6950 2023/03/25 02:31:54 - mmengine - INFO - Epoch(train) [70][2600/5005] lr: 1.1164e-02 eta: 2 days, 9:53:25 time: 0.1799 data_time: 0.0031 loss: 1.3906 2023/03/25 02:32:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:32:13 - mmengine - INFO - Epoch(train) [70][2700/5005] lr: 1.1164e-02 eta: 2 days, 9:53:09 time: 0.1802 data_time: 0.0030 loss: 1.6188 2023/03/25 02:32:31 - mmengine - INFO - Epoch(train) [70][2800/5005] lr: 1.1164e-02 eta: 2 days, 9:52:52 time: 0.1960 data_time: 0.0030 loss: 1.8312 2023/03/25 02:32:50 - mmengine - INFO - Epoch(train) [70][2900/5005] lr: 1.1164e-02 eta: 2 days, 9:52:36 time: 0.1821 data_time: 0.0030 loss: 1.9616 2023/03/25 02:33:09 - mmengine - INFO - Epoch(train) [70][3000/5005] lr: 1.1164e-02 eta: 2 days, 9:52:18 time: 0.1979 data_time: 0.0030 loss: 1.6104 2023/03/25 02:33:27 - mmengine - INFO - Epoch(train) [70][3100/5005] lr: 1.1164e-02 eta: 2 days, 9:52:01 time: 0.1816 data_time: 0.0032 loss: 1.4847 2023/03/25 02:33:45 - mmengine - INFO - Epoch(train) [70][3200/5005] lr: 1.1164e-02 eta: 2 days, 9:51:43 time: 0.1820 data_time: 0.0030 loss: 1.5308 2023/03/25 02:34:03 - mmengine - INFO - Epoch(train) [70][3300/5005] lr: 1.1164e-02 eta: 2 days, 9:51:25 time: 0.1811 data_time: 0.0030 loss: 1.6801 2023/03/25 02:34:22 - mmengine - INFO - Epoch(train) [70][3400/5005] lr: 1.1164e-02 eta: 2 days, 9:51:07 time: 0.1807 data_time: 0.0030 loss: 1.4764 2023/03/25 02:34:40 - mmengine - INFO - Epoch(train) [70][3500/5005] lr: 1.1164e-02 eta: 2 days, 9:50:50 time: 0.1812 data_time: 0.0030 loss: 1.7396 2023/03/25 02:34:59 - mmengine - INFO - Epoch(train) [70][3600/5005] lr: 1.1164e-02 eta: 2 days, 9:50:33 time: 0.1951 data_time: 0.0030 loss: 1.5993 2023/03/25 02:35:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:35:17 - mmengine - INFO - Epoch(train) [70][3700/5005] lr: 1.1164e-02 eta: 2 days, 9:50:16 time: 0.1813 data_time: 0.0030 loss: 1.4178 2023/03/25 02:35:36 - mmengine - INFO - Epoch(train) [70][3800/5005] lr: 1.1164e-02 eta: 2 days, 9:49:59 time: 0.1817 data_time: 0.0030 loss: 1.5192 2023/03/25 02:35:54 - mmengine - INFO - Epoch(train) [70][3900/5005] lr: 1.1164e-02 eta: 2 days, 9:49:41 time: 0.1794 data_time: 0.0030 loss: 1.9403 2023/03/25 02:36:12 - mmengine - INFO - Epoch(train) [70][4000/5005] lr: 1.1164e-02 eta: 2 days, 9:49:24 time: 0.1824 data_time: 0.0030 loss: 1.4168 2023/03/25 02:36:31 - mmengine - INFO - Epoch(train) [70][4100/5005] lr: 1.1164e-02 eta: 2 days, 9:49:06 time: 0.1805 data_time: 0.0030 loss: 1.6180 2023/03/25 02:36:49 - mmengine - INFO - Epoch(train) [70][4200/5005] lr: 1.1164e-02 eta: 2 days, 9:48:48 time: 0.1806 data_time: 0.0030 loss: 1.5764 2023/03/25 02:37:07 - mmengine - INFO - Epoch(train) [70][4300/5005] lr: 1.1164e-02 eta: 2 days, 9:48:31 time: 0.1811 data_time: 0.0030 loss: 1.6991 2023/03/25 02:37:26 - mmengine - INFO - Epoch(train) [70][4400/5005] lr: 1.1164e-02 eta: 2 days, 9:48:14 time: 0.1941 data_time: 0.0030 loss: 1.5349 2023/03/25 02:37:45 - mmengine - INFO - Epoch(train) [70][4500/5005] lr: 1.1164e-02 eta: 2 days, 9:47:57 time: 0.2090 data_time: 0.0031 loss: 1.6457 2023/03/25 02:38:03 - mmengine - INFO - Epoch(train) [70][4600/5005] lr: 1.1164e-02 eta: 2 days, 9:47:41 time: 0.1813 data_time: 0.0030 loss: 1.9000 2023/03/25 02:38:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:38:22 - mmengine - INFO - Epoch(train) [70][4700/5005] lr: 1.1164e-02 eta: 2 days, 9:47:23 time: 0.1799 data_time: 0.0030 loss: 1.3791 2023/03/25 02:38:40 - mmengine - INFO - Epoch(train) [70][4800/5005] lr: 1.1164e-02 eta: 2 days, 9:47:06 time: 0.1810 data_time: 0.0030 loss: 1.6116 2023/03/25 02:38:58 - mmengine - INFO - Epoch(train) [70][4900/5005] lr: 1.1164e-02 eta: 2 days, 9:46:48 time: 0.1791 data_time: 0.0031 loss: 1.5902 2023/03/25 02:39:17 - mmengine - INFO - Epoch(train) [70][5000/5005] lr: 1.1164e-02 eta: 2 days, 9:46:31 time: 0.1809 data_time: 0.0036 loss: 1.7833 2023/03/25 02:39:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:39:18 - mmengine - INFO - Saving checkpoint at 70 epochs 2023/03/25 02:39:26 - mmengine - INFO - Epoch(val) [70][100/196] eta: 0:00:06 time: 0.0603 data_time: 0.0219 2023/03/25 02:39:55 - mmengine - INFO - Epoch(val) [70][196/196] accuracy/top1: 66.7360 accuracy/top5: 87.3440data_time: 0.0668 time: 0.1012 2023/03/25 02:40:15 - mmengine - INFO - Epoch(train) [71][ 100/5005] lr: 1.0941e-02 eta: 2 days, 9:46:15 time: 0.1781 data_time: 0.0030 loss: 1.7642 2023/03/25 02:40:33 - mmengine - INFO - Epoch(train) [71][ 200/5005] lr: 1.0941e-02 eta: 2 days, 9:45:58 time: 0.1817 data_time: 0.0030 loss: 1.5848 2023/03/25 02:40:51 - mmengine - INFO - Epoch(train) [71][ 300/5005] lr: 1.0941e-02 eta: 2 days, 9:45:40 time: 0.1810 data_time: 0.0030 loss: 1.6660 2023/03/25 02:41:10 - mmengine - INFO - Epoch(train) [71][ 400/5005] lr: 1.0941e-02 eta: 2 days, 9:45:22 time: 0.1815 data_time: 0.0030 loss: 1.8022 2023/03/25 02:41:29 - mmengine - INFO - Epoch(train) [71][ 500/5005] lr: 1.0941e-02 eta: 2 days, 9:45:06 time: 0.1802 data_time: 0.0030 loss: 1.5244 2023/03/25 02:41:47 - mmengine - INFO - Epoch(train) [71][ 600/5005] lr: 1.0941e-02 eta: 2 days, 9:44:48 time: 0.1809 data_time: 0.0030 loss: 1.4839 2023/03/25 02:41:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:42:05 - mmengine - INFO - Epoch(train) [71][ 700/5005] lr: 1.0941e-02 eta: 2 days, 9:44:32 time: 0.1783 data_time: 0.0031 loss: 1.4308 2023/03/25 02:42:24 - mmengine - INFO - Epoch(train) [71][ 800/5005] lr: 1.0941e-02 eta: 2 days, 9:44:14 time: 0.1822 data_time: 0.0030 loss: 1.6051 2023/03/25 02:42:42 - mmengine - INFO - Epoch(train) [71][ 900/5005] lr: 1.0941e-02 eta: 2 days, 9:43:56 time: 0.1818 data_time: 0.0031 loss: 1.3029 2023/03/25 02:43:00 - mmengine - INFO - Epoch(train) [71][1000/5005] lr: 1.0941e-02 eta: 2 days, 9:43:38 time: 0.1817 data_time: 0.0030 loss: 1.5898 2023/03/25 02:43:19 - mmengine - INFO - Epoch(train) [71][1100/5005] lr: 1.0941e-02 eta: 2 days, 9:43:20 time: 0.1814 data_time: 0.0030 loss: 1.6888 2023/03/25 02:43:37 - mmengine - INFO - Epoch(train) [71][1200/5005] lr: 1.0941e-02 eta: 2 days, 9:43:03 time: 0.1807 data_time: 0.0031 loss: 1.4388 2023/03/25 02:43:55 - mmengine - INFO - Epoch(train) [71][1300/5005] lr: 1.0941e-02 eta: 2 days, 9:42:45 time: 0.1822 data_time: 0.0030 loss: 1.5382 2023/03/25 02:44:14 - mmengine - INFO - Epoch(train) [71][1400/5005] lr: 1.0941e-02 eta: 2 days, 9:42:29 time: 0.1803 data_time: 0.0030 loss: 1.6736 2023/03/25 02:44:33 - mmengine - INFO - Epoch(train) [71][1500/5005] lr: 1.0941e-02 eta: 2 days, 9:42:12 time: 0.2027 data_time: 0.0030 loss: 1.5881 2023/03/25 02:44:51 - mmengine - INFO - Epoch(train) [71][1600/5005] lr: 1.0941e-02 eta: 2 days, 9:41:55 time: 0.1812 data_time: 0.0030 loss: 1.4381 2023/03/25 02:45:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:45:10 - mmengine - INFO - Epoch(train) [71][1700/5005] lr: 1.0941e-02 eta: 2 days, 9:41:37 time: 0.1804 data_time: 0.0031 loss: 1.5288 2023/03/25 02:45:28 - mmengine - INFO - Epoch(train) [71][1800/5005] lr: 1.0941e-02 eta: 2 days, 9:41:20 time: 0.1812 data_time: 0.0032 loss: 1.8793 2023/03/25 02:45:46 - mmengine - INFO - Epoch(train) [71][1900/5005] lr: 1.0941e-02 eta: 2 days, 9:41:02 time: 0.1799 data_time: 0.0032 loss: 1.5325 2023/03/25 02:46:04 - mmengine - INFO - Epoch(train) [71][2000/5005] lr: 1.0941e-02 eta: 2 days, 9:40:44 time: 0.1813 data_time: 0.0030 loss: 1.7068 2023/03/25 02:46:23 - mmengine - INFO - Epoch(train) [71][2100/5005] lr: 1.0941e-02 eta: 2 days, 9:40:27 time: 0.1818 data_time: 0.0030 loss: 1.4554 2023/03/25 02:46:41 - mmengine - INFO - Epoch(train) [71][2200/5005] lr: 1.0941e-02 eta: 2 days, 9:40:09 time: 0.1815 data_time: 0.0031 loss: 1.8449 2023/03/25 02:47:00 - mmengine - INFO - Epoch(train) [71][2300/5005] lr: 1.0941e-02 eta: 2 days, 9:39:52 time: 0.1819 data_time: 0.0030 loss: 1.8664 2023/03/25 02:47:19 - mmengine - INFO - Epoch(train) [71][2400/5005] lr: 1.0941e-02 eta: 2 days, 9:39:36 time: 0.1823 data_time: 0.0031 loss: 1.5905 2023/03/25 02:47:37 - mmengine - INFO - Epoch(train) [71][2500/5005] lr: 1.0941e-02 eta: 2 days, 9:39:18 time: 0.1799 data_time: 0.0031 loss: 1.4608 2023/03/25 02:47:55 - mmengine - INFO - Epoch(train) [71][2600/5005] lr: 1.0941e-02 eta: 2 days, 9:39:01 time: 0.1812 data_time: 0.0032 loss: 1.6162 2023/03/25 02:48:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:48:14 - mmengine - INFO - Epoch(train) [71][2700/5005] lr: 1.0941e-02 eta: 2 days, 9:38:43 time: 0.1814 data_time: 0.0031 loss: 1.6378 2023/03/25 02:48:32 - mmengine - INFO - Epoch(train) [71][2800/5005] lr: 1.0941e-02 eta: 2 days, 9:38:26 time: 0.1801 data_time: 0.0031 loss: 1.6491 2023/03/25 02:48:51 - mmengine - INFO - Epoch(train) [71][2900/5005] lr: 1.0941e-02 eta: 2 days, 9:38:09 time: 0.1805 data_time: 0.0031 loss: 1.6623 2023/03/25 02:49:09 - mmengine - INFO - Epoch(train) [71][3000/5005] lr: 1.0941e-02 eta: 2 days, 9:37:51 time: 0.1799 data_time: 0.0031 loss: 1.6165 2023/03/25 02:49:27 - mmengine - INFO - Epoch(train) [71][3100/5005] lr: 1.0941e-02 eta: 2 days, 9:37:34 time: 0.1808 data_time: 0.0031 loss: 1.4030 2023/03/25 02:49:46 - mmengine - INFO - Epoch(train) [71][3200/5005] lr: 1.0941e-02 eta: 2 days, 9:37:16 time: 0.1817 data_time: 0.0030 loss: 1.6322 2023/03/25 02:50:04 - mmengine - INFO - Epoch(train) [71][3300/5005] lr: 1.0941e-02 eta: 2 days, 9:37:00 time: 0.1823 data_time: 0.0030 loss: 1.5932 2023/03/25 02:50:23 - mmengine - INFO - Epoch(train) [71][3400/5005] lr: 1.0941e-02 eta: 2 days, 9:36:42 time: 0.1815 data_time: 0.0031 loss: 1.7810 2023/03/25 02:50:41 - mmengine - INFO - Epoch(train) [71][3500/5005] lr: 1.0941e-02 eta: 2 days, 9:36:25 time: 0.1817 data_time: 0.0031 loss: 1.6708 2023/03/25 02:51:00 - mmengine - INFO - Epoch(train) [71][3600/5005] lr: 1.0941e-02 eta: 2 days, 9:36:07 time: 0.1807 data_time: 0.0031 loss: 1.4827 2023/03/25 02:51:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:51:18 - mmengine - INFO - Epoch(train) [71][3700/5005] lr: 1.0941e-02 eta: 2 days, 9:35:49 time: 0.1813 data_time: 0.0031 loss: 1.7734 2023/03/25 02:51:36 - mmengine - INFO - Epoch(train) [71][3800/5005] lr: 1.0941e-02 eta: 2 days, 9:35:31 time: 0.1804 data_time: 0.0030 loss: 1.5541 2023/03/25 02:51:54 - mmengine - INFO - Epoch(train) [71][3900/5005] lr: 1.0941e-02 eta: 2 days, 9:35:14 time: 0.1806 data_time: 0.0030 loss: 1.5440 2023/03/25 02:52:13 - mmengine - INFO - Epoch(train) [71][4000/5005] lr: 1.0941e-02 eta: 2 days, 9:34:57 time: 0.1809 data_time: 0.0031 loss: 1.5336 2023/03/25 02:52:31 - mmengine - INFO - Epoch(train) [71][4100/5005] lr: 1.0941e-02 eta: 2 days, 9:34:39 time: 0.1805 data_time: 0.0031 loss: 1.7242 2023/03/25 02:52:50 - mmengine - INFO - Epoch(train) [71][4200/5005] lr: 1.0941e-02 eta: 2 days, 9:34:22 time: 0.1814 data_time: 0.0030 loss: 1.5546 2023/03/25 02:53:09 - mmengine - INFO - Epoch(train) [71][4300/5005] lr: 1.0941e-02 eta: 2 days, 9:34:06 time: 0.1824 data_time: 0.0030 loss: 1.7301 2023/03/25 02:53:27 - mmengine - INFO - Epoch(train) [71][4400/5005] lr: 1.0941e-02 eta: 2 days, 9:33:48 time: 0.1802 data_time: 0.0031 loss: 1.6619 2023/03/25 02:53:45 - mmengine - INFO - Epoch(train) [71][4500/5005] lr: 1.0941e-02 eta: 2 days, 9:33:31 time: 0.1826 data_time: 0.0031 loss: 1.6734 2023/03/25 02:54:04 - mmengine - INFO - Epoch(train) [71][4600/5005] lr: 1.0941e-02 eta: 2 days, 9:33:13 time: 0.1813 data_time: 0.0031 loss: 1.6536 2023/03/25 02:54:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:54:22 - mmengine - INFO - Epoch(train) [71][4700/5005] lr: 1.0941e-02 eta: 2 days, 9:32:54 time: 0.1812 data_time: 0.0031 loss: 1.7577 2023/03/25 02:54:40 - mmengine - INFO - Epoch(train) [71][4800/5005] lr: 1.0941e-02 eta: 2 days, 9:32:37 time: 0.1844 data_time: 0.0031 loss: 1.4622 2023/03/25 02:54:59 - mmengine - INFO - Epoch(train) [71][4900/5005] lr: 1.0941e-02 eta: 2 days, 9:32:20 time: 0.1802 data_time: 0.0031 loss: 1.6794 2023/03/25 02:55:17 - mmengine - INFO - Epoch(train) [71][5000/5005] lr: 1.0941e-02 eta: 2 days, 9:32:03 time: 0.1793 data_time: 0.0038 loss: 1.5501 2023/03/25 02:55:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:55:19 - mmengine - INFO - Saving checkpoint at 71 epochs 2023/03/25 02:55:27 - mmengine - INFO - Epoch(val) [71][100/196] eta: 0:00:06 time: 0.0648 data_time: 0.0251 2023/03/25 02:55:55 - mmengine - INFO - Epoch(val) [71][196/196] accuracy/top1: 67.0660 accuracy/top5: 87.4540data_time: 0.0607 time: 0.0949 2023/03/25 02:56:15 - mmengine - INFO - Epoch(train) [72][ 100/5005] lr: 1.0722e-02 eta: 2 days, 9:31:48 time: 0.1827 data_time: 0.0031 loss: 1.6465 2023/03/25 02:56:33 - mmengine - INFO - Epoch(train) [72][ 200/5005] lr: 1.0722e-02 eta: 2 days, 9:31:31 time: 0.1809 data_time: 0.0030 loss: 1.6564 2023/03/25 02:56:51 - mmengine - INFO - Epoch(train) [72][ 300/5005] lr: 1.0722e-02 eta: 2 days, 9:31:13 time: 0.1818 data_time: 0.0031 loss: 1.5278 2023/03/25 02:57:10 - mmengine - INFO - Epoch(train) [72][ 400/5005] lr: 1.0722e-02 eta: 2 days, 9:30:55 time: 0.1804 data_time: 0.0030 loss: 1.6091 2023/03/25 02:57:28 - mmengine - INFO - Epoch(train) [72][ 500/5005] lr: 1.0722e-02 eta: 2 days, 9:30:37 time: 0.1808 data_time: 0.0031 loss: 1.5858 2023/03/25 02:57:46 - mmengine - INFO - Epoch(train) [72][ 600/5005] lr: 1.0722e-02 eta: 2 days, 9:30:20 time: 0.1801 data_time: 0.0031 loss: 1.5469 2023/03/25 02:57:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 02:58:05 - mmengine - INFO - Epoch(train) [72][ 700/5005] lr: 1.0722e-02 eta: 2 days, 9:30:02 time: 0.1818 data_time: 0.0030 loss: 1.5455 2023/03/25 02:58:24 - mmengine - INFO - Epoch(train) [72][ 800/5005] lr: 1.0722e-02 eta: 2 days, 9:29:46 time: 0.1814 data_time: 0.0031 loss: 1.5604 2023/03/25 02:58:42 - mmengine - INFO - Epoch(train) [72][ 900/5005] lr: 1.0722e-02 eta: 2 days, 9:29:28 time: 0.1823 data_time: 0.0031 loss: 1.7208 2023/03/25 02:59:00 - mmengine - INFO - Epoch(train) [72][1000/5005] lr: 1.0722e-02 eta: 2 days, 9:29:11 time: 0.1820 data_time: 0.0031 loss: 1.3607 2023/03/25 02:59:19 - mmengine - INFO - Epoch(train) [72][1100/5005] lr: 1.0722e-02 eta: 2 days, 9:28:54 time: 0.1821 data_time: 0.0033 loss: 1.5558 2023/03/25 02:59:37 - mmengine - INFO - Epoch(train) [72][1200/5005] lr: 1.0722e-02 eta: 2 days, 9:28:36 time: 0.1802 data_time: 0.0031 loss: 1.5669 2023/03/25 02:59:55 - mmengine - INFO - Epoch(train) [72][1300/5005] lr: 1.0722e-02 eta: 2 days, 9:28:18 time: 0.1811 data_time: 0.0031 loss: 1.7443 2023/03/25 03:00:14 - mmengine - INFO - Epoch(train) [72][1400/5005] lr: 1.0722e-02 eta: 2 days, 9:28:00 time: 0.1820 data_time: 0.0031 loss: 1.4139 2023/03/25 03:00:32 - mmengine - INFO - Epoch(train) [72][1500/5005] lr: 1.0722e-02 eta: 2 days, 9:27:43 time: 0.1797 data_time: 0.0033 loss: 1.7248 2023/03/25 03:00:51 - mmengine - INFO - Epoch(train) [72][1600/5005] lr: 1.0722e-02 eta: 2 days, 9:27:25 time: 0.1797 data_time: 0.0031 loss: 1.6371 2023/03/25 03:00:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:01:09 - mmengine - INFO - Epoch(train) [72][1700/5005] lr: 1.0722e-02 eta: 2 days, 9:27:09 time: 0.1931 data_time: 0.0032 loss: 1.3639 2023/03/25 03:01:28 - mmengine - INFO - Epoch(train) [72][1800/5005] lr: 1.0722e-02 eta: 2 days, 9:26:52 time: 0.1809 data_time: 0.0032 loss: 1.6579 2023/03/25 03:01:46 - mmengine - INFO - Epoch(train) [72][1900/5005] lr: 1.0722e-02 eta: 2 days, 9:26:34 time: 0.1808 data_time: 0.0035 loss: 1.4620 2023/03/25 03:02:05 - mmengine - INFO - Epoch(train) [72][2000/5005] lr: 1.0722e-02 eta: 2 days, 9:26:17 time: 0.1802 data_time: 0.0032 loss: 1.5677 2023/03/25 03:02:23 - mmengine - INFO - Epoch(train) [72][2100/5005] lr: 1.0722e-02 eta: 2 days, 9:25:59 time: 0.1801 data_time: 0.0031 loss: 1.6333 2023/03/25 03:02:41 - mmengine - INFO - Epoch(train) [72][2200/5005] lr: 1.0722e-02 eta: 2 days, 9:25:41 time: 0.1809 data_time: 0.0031 loss: 1.4877 2023/03/25 03:03:00 - mmengine - INFO - Epoch(train) [72][2300/5005] lr: 1.0722e-02 eta: 2 days, 9:25:24 time: 0.1816 data_time: 0.0031 loss: 1.6593 2023/03/25 03:03:18 - mmengine - INFO - Epoch(train) [72][2400/5005] lr: 1.0722e-02 eta: 2 days, 9:25:07 time: 0.1823 data_time: 0.0031 loss: 1.5572 2023/03/25 03:03:37 - mmengine - INFO - Epoch(train) [72][2500/5005] lr: 1.0722e-02 eta: 2 days, 9:24:49 time: 0.1920 data_time: 0.0031 loss: 1.6218 2023/03/25 03:03:55 - mmengine - INFO - Epoch(train) [72][2600/5005] lr: 1.0722e-02 eta: 2 days, 9:24:32 time: 0.1804 data_time: 0.0031 loss: 1.6822 2023/03/25 03:04:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:04:14 - mmengine - INFO - Epoch(train) [72][2700/5005] lr: 1.0722e-02 eta: 2 days, 9:24:15 time: 0.1824 data_time: 0.0031 loss: 1.4737 2023/03/25 03:04:32 - mmengine - INFO - Epoch(train) [72][2800/5005] lr: 1.0722e-02 eta: 2 days, 9:23:58 time: 0.1806 data_time: 0.0032 loss: 1.7031 2023/03/25 03:04:50 - mmengine - INFO - Epoch(train) [72][2900/5005] lr: 1.0722e-02 eta: 2 days, 9:23:40 time: 0.1811 data_time: 0.0031 loss: 1.6119 2023/03/25 03:05:09 - mmengine - INFO - Epoch(train) [72][3000/5005] lr: 1.0722e-02 eta: 2 days, 9:23:22 time: 0.1814 data_time: 0.0031 loss: 1.6107 2023/03/25 03:05:27 - mmengine - INFO - Epoch(train) [72][3100/5005] lr: 1.0722e-02 eta: 2 days, 9:23:05 time: 0.1966 data_time: 0.0031 loss: 1.5542 2023/03/25 03:05:45 - mmengine - INFO - Epoch(train) [72][3200/5005] lr: 1.0722e-02 eta: 2 days, 9:22:47 time: 0.1813 data_time: 0.0032 loss: 1.4288 2023/03/25 03:06:04 - mmengine - INFO - Epoch(train) [72][3300/5005] lr: 1.0722e-02 eta: 2 days, 9:22:30 time: 0.2001 data_time: 0.0031 loss: 1.6979 2023/03/25 03:06:22 - mmengine - INFO - Epoch(train) [72][3400/5005] lr: 1.0722e-02 eta: 2 days, 9:22:12 time: 0.1812 data_time: 0.0031 loss: 1.6903 2023/03/25 03:06:41 - mmengine - INFO - Epoch(train) [72][3500/5005] lr: 1.0722e-02 eta: 2 days, 9:21:55 time: 0.1822 data_time: 0.0031 loss: 1.6848 2023/03/25 03:06:59 - mmengine - INFO - Epoch(train) [72][3600/5005] lr: 1.0722e-02 eta: 2 days, 9:21:38 time: 0.1809 data_time: 0.0031 loss: 1.4755 2023/03/25 03:07:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:07:18 - mmengine - INFO - Epoch(train) [72][3700/5005] lr: 1.0722e-02 eta: 2 days, 9:21:20 time: 0.1825 data_time: 0.0031 loss: 1.5132 2023/03/25 03:07:36 - mmengine - INFO - Epoch(train) [72][3800/5005] lr: 1.0722e-02 eta: 2 days, 9:21:04 time: 0.1798 data_time: 0.0031 loss: 1.3745 2023/03/25 03:07:55 - mmengine - INFO - Epoch(train) [72][3900/5005] lr: 1.0722e-02 eta: 2 days, 9:20:46 time: 0.1822 data_time: 0.0032 loss: 1.7348 2023/03/25 03:08:13 - mmengine - INFO - Epoch(train) [72][4000/5005] lr: 1.0722e-02 eta: 2 days, 9:20:28 time: 0.1814 data_time: 0.0031 loss: 1.8176 2023/03/25 03:08:31 - mmengine - INFO - Epoch(train) [72][4100/5005] lr: 1.0722e-02 eta: 2 days, 9:20:10 time: 0.1829 data_time: 0.0032 loss: 1.6002 2023/03/25 03:08:50 - mmengine - INFO - Epoch(train) [72][4200/5005] lr: 1.0722e-02 eta: 2 days, 9:19:53 time: 0.1816 data_time: 0.0031 loss: 1.6821 2023/03/25 03:09:09 - mmengine - INFO - Epoch(train) [72][4300/5005] lr: 1.0722e-02 eta: 2 days, 9:19:37 time: 0.2161 data_time: 0.0033 loss: 1.6700 2023/03/25 03:09:27 - mmengine - INFO - Epoch(train) [72][4400/5005] lr: 1.0722e-02 eta: 2 days, 9:19:19 time: 0.1819 data_time: 0.0031 loss: 1.4732 2023/03/25 03:09:45 - mmengine - INFO - Epoch(train) [72][4500/5005] lr: 1.0722e-02 eta: 2 days, 9:19:02 time: 0.1817 data_time: 0.0033 loss: 1.8402 2023/03/25 03:10:04 - mmengine - INFO - Epoch(train) [72][4600/5005] lr: 1.0722e-02 eta: 2 days, 9:18:44 time: 0.1821 data_time: 0.0031 loss: 1.9261 2023/03/25 03:10:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:10:22 - mmengine - INFO - Epoch(train) [72][4700/5005] lr: 1.0722e-02 eta: 2 days, 9:18:27 time: 0.1811 data_time: 0.0031 loss: 1.5705 2023/03/25 03:10:40 - mmengine - INFO - Epoch(train) [72][4800/5005] lr: 1.0722e-02 eta: 2 days, 9:18:09 time: 0.1795 data_time: 0.0031 loss: 1.5857 2023/03/25 03:10:59 - mmengine - INFO - Epoch(train) [72][4900/5005] lr: 1.0722e-02 eta: 2 days, 9:17:52 time: 0.1815 data_time: 0.0031 loss: 1.6826 2023/03/25 03:11:17 - mmengine - INFO - Epoch(train) [72][5000/5005] lr: 1.0722e-02 eta: 2 days, 9:17:34 time: 0.1800 data_time: 0.0038 loss: 1.7550 2023/03/25 03:11:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:11:18 - mmengine - INFO - Saving checkpoint at 72 epochs 2023/03/25 03:11:26 - mmengine - INFO - Epoch(val) [72][100/196] eta: 0:00:06 time: 0.0651 data_time: 0.0269 2023/03/25 03:11:55 - mmengine - INFO - Epoch(val) [72][196/196] accuracy/top1: 67.0720 accuracy/top5: 87.4880data_time: 0.0637 time: 0.1020 2023/03/25 03:12:15 - mmengine - INFO - Epoch(train) [73][ 100/5005] lr: 1.0507e-02 eta: 2 days, 9:17:18 time: 0.1811 data_time: 0.0031 loss: 1.5979 2023/03/25 03:12:33 - mmengine - INFO - Epoch(train) [73][ 200/5005] lr: 1.0507e-02 eta: 2 days, 9:17:01 time: 0.1814 data_time: 0.0032 loss: 1.6294 2023/03/25 03:12:52 - mmengine - INFO - Epoch(train) [73][ 300/5005] lr: 1.0507e-02 eta: 2 days, 9:16:44 time: 0.1779 data_time: 0.0032 loss: 1.4536 2023/03/25 03:13:10 - mmengine - INFO - Epoch(train) [73][ 400/5005] lr: 1.0507e-02 eta: 2 days, 9:16:26 time: 0.1809 data_time: 0.0031 loss: 1.5674 2023/03/25 03:13:29 - mmengine - INFO - Epoch(train) [73][ 500/5005] lr: 1.0507e-02 eta: 2 days, 9:16:09 time: 0.1811 data_time: 0.0032 loss: 1.5837 2023/03/25 03:13:47 - mmengine - INFO - Epoch(train) [73][ 600/5005] lr: 1.0507e-02 eta: 2 days, 9:15:51 time: 0.1823 data_time: 0.0031 loss: 1.6090 2023/03/25 03:13:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:14:05 - mmengine - INFO - Epoch(train) [73][ 700/5005] lr: 1.0507e-02 eta: 2 days, 9:15:34 time: 0.1818 data_time: 0.0031 loss: 1.6428 2023/03/25 03:14:24 - mmengine - INFO - Epoch(train) [73][ 800/5005] lr: 1.0507e-02 eta: 2 days, 9:15:16 time: 0.1825 data_time: 0.0031 loss: 1.5696 2023/03/25 03:14:42 - mmengine - INFO - Epoch(train) [73][ 900/5005] lr: 1.0507e-02 eta: 2 days, 9:14:58 time: 0.1797 data_time: 0.0031 loss: 1.7014 2023/03/25 03:15:00 - mmengine - INFO - Epoch(train) [73][1000/5005] lr: 1.0507e-02 eta: 2 days, 9:14:41 time: 0.1793 data_time: 0.0032 loss: 1.6151 2023/03/25 03:15:19 - mmengine - INFO - Epoch(train) [73][1100/5005] lr: 1.0507e-02 eta: 2 days, 9:14:24 time: 0.1805 data_time: 0.0031 loss: 1.5601 2023/03/25 03:15:38 - mmengine - INFO - Epoch(train) [73][1200/5005] lr: 1.0507e-02 eta: 2 days, 9:14:07 time: 0.1829 data_time: 0.0031 loss: 1.5227 2023/03/25 03:15:56 - mmengine - INFO - Epoch(train) [73][1300/5005] lr: 1.0507e-02 eta: 2 days, 9:13:49 time: 0.1817 data_time: 0.0031 loss: 1.8864 2023/03/25 03:16:14 - mmengine - INFO - Epoch(train) [73][1400/5005] lr: 1.0507e-02 eta: 2 days, 9:13:32 time: 0.1822 data_time: 0.0031 loss: 1.5718 2023/03/25 03:16:33 - mmengine - INFO - Epoch(train) [73][1500/5005] lr: 1.0507e-02 eta: 2 days, 9:13:14 time: 0.1812 data_time: 0.0031 loss: 1.5529 2023/03/25 03:16:52 - mmengine - INFO - Epoch(train) [73][1600/5005] lr: 1.0507e-02 eta: 2 days, 9:12:58 time: 0.1813 data_time: 0.0031 loss: 1.5298 2023/03/25 03:16:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:17:10 - mmengine - INFO - Epoch(train) [73][1700/5005] lr: 1.0507e-02 eta: 2 days, 9:12:40 time: 0.1812 data_time: 0.0030 loss: 1.6370 2023/03/25 03:17:28 - mmengine - INFO - Epoch(train) [73][1800/5005] lr: 1.0507e-02 eta: 2 days, 9:12:22 time: 0.1823 data_time: 0.0031 loss: 1.6298 2023/03/25 03:17:46 - mmengine - INFO - Epoch(train) [73][1900/5005] lr: 1.0507e-02 eta: 2 days, 9:12:04 time: 0.1941 data_time: 0.0030 loss: 1.6234 2023/03/25 03:18:05 - mmengine - INFO - Epoch(train) [73][2000/5005] lr: 1.0507e-02 eta: 2 days, 9:11:47 time: 0.1806 data_time: 0.0030 loss: 1.8319 2023/03/25 03:18:23 - mmengine - INFO - Epoch(train) [73][2100/5005] lr: 1.0507e-02 eta: 2 days, 9:11:30 time: 0.1817 data_time: 0.0031 loss: 1.6046 2023/03/25 03:18:42 - mmengine - INFO - Epoch(train) [73][2200/5005] lr: 1.0507e-02 eta: 2 days, 9:11:12 time: 0.1824 data_time: 0.0031 loss: 1.7474 2023/03/25 03:19:00 - mmengine - INFO - Epoch(train) [73][2300/5005] lr: 1.0507e-02 eta: 2 days, 9:10:55 time: 0.1810 data_time: 0.0031 loss: 1.6220 2023/03/25 03:19:19 - mmengine - INFO - Epoch(train) [73][2400/5005] lr: 1.0507e-02 eta: 2 days, 9:10:37 time: 0.1807 data_time: 0.0031 loss: 1.5032 2023/03/25 03:19:37 - mmengine - INFO - Epoch(train) [73][2500/5005] lr: 1.0507e-02 eta: 2 days, 9:10:20 time: 0.1829 data_time: 0.0033 loss: 1.4481 2023/03/25 03:19:55 - mmengine - INFO - Epoch(train) [73][2600/5005] lr: 1.0507e-02 eta: 2 days, 9:10:02 time: 0.1799 data_time: 0.0031 loss: 1.4715 2023/03/25 03:20:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:20:14 - mmengine - INFO - Epoch(train) [73][2700/5005] lr: 1.0507e-02 eta: 2 days, 9:09:44 time: 0.1827 data_time: 0.0031 loss: 1.6107 2023/03/25 03:20:32 - mmengine - INFO - Epoch(train) [73][2800/5005] lr: 1.0507e-02 eta: 2 days, 9:09:27 time: 0.1811 data_time: 0.0031 loss: 1.6753 2023/03/25 03:20:50 - mmengine - INFO - Epoch(train) [73][2900/5005] lr: 1.0507e-02 eta: 2 days, 9:09:09 time: 0.1792 data_time: 0.0031 loss: 1.8053 2023/03/25 03:21:09 - mmengine - INFO - Epoch(train) [73][3000/5005] lr: 1.0507e-02 eta: 2 days, 9:08:53 time: 0.1819 data_time: 0.0033 loss: 1.8107 2023/03/25 03:21:28 - mmengine - INFO - Epoch(train) [73][3100/5005] lr: 1.0507e-02 eta: 2 days, 9:08:36 time: 0.1816 data_time: 0.0031 loss: 1.7537 2023/03/25 03:21:46 - mmengine - INFO - Epoch(train) [73][3200/5005] lr: 1.0507e-02 eta: 2 days, 9:08:18 time: 0.1812 data_time: 0.0031 loss: 1.7795 2023/03/25 03:22:04 - mmengine - INFO - Epoch(train) [73][3300/5005] lr: 1.0507e-02 eta: 2 days, 9:08:00 time: 0.1792 data_time: 0.0031 loss: 1.7658 2023/03/25 03:22:23 - mmengine - INFO - Epoch(train) [73][3400/5005] lr: 1.0507e-02 eta: 2 days, 9:07:43 time: 0.1820 data_time: 0.0031 loss: 1.7265 2023/03/25 03:22:41 - mmengine - INFO - Epoch(train) [73][3500/5005] lr: 1.0507e-02 eta: 2 days, 9:07:25 time: 0.1819 data_time: 0.0030 loss: 1.5403 2023/03/25 03:23:00 - mmengine - INFO - Epoch(train) [73][3600/5005] lr: 1.0507e-02 eta: 2 days, 9:07:07 time: 0.1827 data_time: 0.0031 loss: 1.8133 2023/03/25 03:23:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:23:18 - mmengine - INFO - Epoch(train) [73][3700/5005] lr: 1.0507e-02 eta: 2 days, 9:06:51 time: 0.1963 data_time: 0.0033 loss: 1.6830 2023/03/25 03:23:37 - mmengine - INFO - Epoch(train) [73][3800/5005] lr: 1.0507e-02 eta: 2 days, 9:06:33 time: 0.1821 data_time: 0.0031 loss: 1.6077 2023/03/25 03:23:55 - mmengine - INFO - Epoch(train) [73][3900/5005] lr: 1.0507e-02 eta: 2 days, 9:06:15 time: 0.1822 data_time: 0.0032 loss: 1.6995 2023/03/25 03:24:14 - mmengine - INFO - Epoch(train) [73][4000/5005] lr: 1.0507e-02 eta: 2 days, 9:05:59 time: 0.1807 data_time: 0.0031 loss: 1.3817 2023/03/25 03:24:32 - mmengine - INFO - Epoch(train) [73][4100/5005] lr: 1.0507e-02 eta: 2 days, 9:05:41 time: 0.1810 data_time: 0.0031 loss: 1.7442 2023/03/25 03:24:50 - mmengine - INFO - Epoch(train) [73][4200/5005] lr: 1.0507e-02 eta: 2 days, 9:05:24 time: 0.1803 data_time: 0.0031 loss: 1.5154 2023/03/25 03:25:09 - mmengine - INFO - Epoch(train) [73][4300/5005] lr: 1.0507e-02 eta: 2 days, 9:05:05 time: 0.1815 data_time: 0.0031 loss: 1.5265 2023/03/25 03:25:27 - mmengine - INFO - Epoch(train) [73][4400/5005] lr: 1.0507e-02 eta: 2 days, 9:04:49 time: 0.1802 data_time: 0.0031 loss: 1.5626 2023/03/25 03:25:45 - mmengine - INFO - Epoch(train) [73][4500/5005] lr: 1.0507e-02 eta: 2 days, 9:04:31 time: 0.1776 data_time: 0.0031 loss: 1.5733 2023/03/25 03:26:04 - mmengine - INFO - Epoch(train) [73][4600/5005] lr: 1.0507e-02 eta: 2 days, 9:04:13 time: 0.1820 data_time: 0.0031 loss: 1.6996 2023/03/25 03:26:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:26:22 - mmengine - INFO - Epoch(train) [73][4700/5005] lr: 1.0507e-02 eta: 2 days, 9:03:55 time: 0.1805 data_time: 0.0031 loss: 1.7044 2023/03/25 03:26:40 - mmengine - INFO - Epoch(train) [73][4800/5005] lr: 1.0507e-02 eta: 2 days, 9:03:38 time: 0.1795 data_time: 0.0031 loss: 1.8291 2023/03/25 03:26:59 - mmengine - INFO - Epoch(train) [73][4900/5005] lr: 1.0507e-02 eta: 2 days, 9:03:20 time: 0.1803 data_time: 0.0031 loss: 1.7640 2023/03/25 03:27:18 - mmengine - INFO - Epoch(train) [73][5000/5005] lr: 1.0507e-02 eta: 2 days, 9:03:04 time: 0.1806 data_time: 0.0038 loss: 1.6761 2023/03/25 03:27:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:27:19 - mmengine - INFO - Saving checkpoint at 73 epochs 2023/03/25 03:27:27 - mmengine - INFO - Epoch(val) [73][100/196] eta: 0:00:06 time: 0.0597 data_time: 0.0191 2023/03/25 03:27:55 - mmengine - INFO - Epoch(val) [73][196/196] accuracy/top1: 66.8600 accuracy/top5: 87.5480data_time: 0.0651 time: 0.1007 2023/03/25 03:28:16 - mmengine - INFO - Epoch(train) [74][ 100/5005] lr: 1.0297e-02 eta: 2 days, 9:02:50 time: 0.1794 data_time: 0.0031 loss: 1.4034 2023/03/25 03:28:34 - mmengine - INFO - Epoch(train) [74][ 200/5005] lr: 1.0297e-02 eta: 2 days, 9:02:33 time: 0.1810 data_time: 0.0032 loss: 1.5973 2023/03/25 03:28:52 - mmengine - INFO - Epoch(train) [74][ 300/5005] lr: 1.0297e-02 eta: 2 days, 9:02:15 time: 0.1811 data_time: 0.0031 loss: 1.5667 2023/03/25 03:29:11 - mmengine - INFO - Epoch(train) [74][ 400/5005] lr: 1.0297e-02 eta: 2 days, 9:01:58 time: 0.1798 data_time: 0.0031 loss: 1.6089 2023/03/25 03:29:29 - mmengine - INFO - Epoch(train) [74][ 500/5005] lr: 1.0297e-02 eta: 2 days, 9:01:41 time: 0.1814 data_time: 0.0031 loss: 1.5860 2023/03/25 03:29:48 - mmengine - INFO - Epoch(train) [74][ 600/5005] lr: 1.0297e-02 eta: 2 days, 9:01:23 time: 0.1810 data_time: 0.0031 loss: 1.5840 2023/03/25 03:29:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:30:06 - mmengine - INFO - Epoch(train) [74][ 700/5005] lr: 1.0297e-02 eta: 2 days, 9:01:05 time: 0.1815 data_time: 0.0031 loss: 1.7398 2023/03/25 03:30:24 - mmengine - INFO - Epoch(train) [74][ 800/5005] lr: 1.0297e-02 eta: 2 days, 9:00:48 time: 0.1799 data_time: 0.0031 loss: 1.8144 2023/03/25 03:30:43 - mmengine - INFO - Epoch(train) [74][ 900/5005] lr: 1.0297e-02 eta: 2 days, 9:00:30 time: 0.1821 data_time: 0.0032 loss: 1.4729 2023/03/25 03:31:01 - mmengine - INFO - Epoch(train) [74][1000/5005] lr: 1.0297e-02 eta: 2 days, 9:00:13 time: 0.1818 data_time: 0.0031 loss: 1.5593 2023/03/25 03:31:20 - mmengine - INFO - Epoch(train) [74][1100/5005] lr: 1.0297e-02 eta: 2 days, 8:59:56 time: 0.1818 data_time: 0.0032 loss: 1.3993 2023/03/25 03:31:38 - mmengine - INFO - Epoch(train) [74][1200/5005] lr: 1.0297e-02 eta: 2 days, 8:59:39 time: 0.1833 data_time: 0.0031 loss: 1.5061 2023/03/25 03:31:57 - mmengine - INFO - Epoch(train) [74][1300/5005] lr: 1.0297e-02 eta: 2 days, 8:59:22 time: 0.1831 data_time: 0.0032 loss: 1.6451 2023/03/25 03:32:15 - mmengine - INFO - Epoch(train) [74][1400/5005] lr: 1.0297e-02 eta: 2 days, 8:59:04 time: 0.1817 data_time: 0.0031 loss: 1.7276 2023/03/25 03:32:34 - mmengine - INFO - Epoch(train) [74][1500/5005] lr: 1.0297e-02 eta: 2 days, 8:58:47 time: 0.1801 data_time: 0.0031 loss: 1.7306 2023/03/25 03:32:52 - mmengine - INFO - Epoch(train) [74][1600/5005] lr: 1.0297e-02 eta: 2 days, 8:58:29 time: 0.1878 data_time: 0.0031 loss: 1.5608 2023/03/25 03:32:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:33:10 - mmengine - INFO - Epoch(train) [74][1700/5005] lr: 1.0297e-02 eta: 2 days, 8:58:11 time: 0.1823 data_time: 0.0031 loss: 1.7727 2023/03/25 03:33:29 - mmengine - INFO - Epoch(train) [74][1800/5005] lr: 1.0297e-02 eta: 2 days, 8:57:53 time: 0.1814 data_time: 0.0031 loss: 1.6833 2023/03/25 03:33:47 - mmengine - INFO - Epoch(train) [74][1900/5005] lr: 1.0297e-02 eta: 2 days, 8:57:36 time: 0.1816 data_time: 0.0031 loss: 1.7366 2023/03/25 03:34:06 - mmengine - INFO - Epoch(train) [74][2000/5005] lr: 1.0297e-02 eta: 2 days, 8:57:20 time: 0.1833 data_time: 0.0032 loss: 1.5415 2023/03/25 03:34:24 - mmengine - INFO - Epoch(train) [74][2100/5005] lr: 1.0297e-02 eta: 2 days, 8:57:02 time: 0.1821 data_time: 0.0032 loss: 1.6771 2023/03/25 03:34:43 - mmengine - INFO - Epoch(train) [74][2200/5005] lr: 1.0297e-02 eta: 2 days, 8:56:45 time: 0.1787 data_time: 0.0031 loss: 1.6381 2023/03/25 03:35:02 - mmengine - INFO - Epoch(train) [74][2300/5005] lr: 1.0297e-02 eta: 2 days, 8:56:28 time: 0.1826 data_time: 0.0031 loss: 1.6304 2023/03/25 03:35:20 - mmengine - INFO - Epoch(train) [74][2400/5005] lr: 1.0297e-02 eta: 2 days, 8:56:10 time: 0.1794 data_time: 0.0031 loss: 1.5520 2023/03/25 03:35:38 - mmengine - INFO - Epoch(train) [74][2500/5005] lr: 1.0297e-02 eta: 2 days, 8:55:53 time: 0.1802 data_time: 0.0031 loss: 1.6836 2023/03/25 03:35:57 - mmengine - INFO - Epoch(train) [74][2600/5005] lr: 1.0297e-02 eta: 2 days, 8:55:35 time: 0.1818 data_time: 0.0032 loss: 1.6306 2023/03/25 03:36:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:36:15 - mmengine - INFO - Epoch(train) [74][2700/5005] lr: 1.0297e-02 eta: 2 days, 8:55:17 time: 0.1800 data_time: 0.0031 loss: 1.3642 2023/03/25 03:36:33 - mmengine - INFO - Epoch(train) [74][2800/5005] lr: 1.0297e-02 eta: 2 days, 8:55:00 time: 0.1815 data_time: 0.0031 loss: 1.4379 2023/03/25 03:36:52 - mmengine - INFO - Epoch(train) [74][2900/5005] lr: 1.0297e-02 eta: 2 days, 8:54:44 time: 0.1816 data_time: 0.0031 loss: 1.5135 2023/03/25 03:37:11 - mmengine - INFO - Epoch(train) [74][3000/5005] lr: 1.0297e-02 eta: 2 days, 8:54:27 time: 0.1829 data_time: 0.0031 loss: 1.4964 2023/03/25 03:37:29 - mmengine - INFO - Epoch(train) [74][3100/5005] lr: 1.0297e-02 eta: 2 days, 8:54:10 time: 0.1824 data_time: 0.0031 loss: 1.5511 2023/03/25 03:37:48 - mmengine - INFO - Epoch(train) [74][3200/5005] lr: 1.0297e-02 eta: 2 days, 8:53:52 time: 0.1802 data_time: 0.0031 loss: 1.5468 2023/03/25 03:38:06 - mmengine - INFO - Epoch(train) [74][3300/5005] lr: 1.0297e-02 eta: 2 days, 8:53:34 time: 0.1813 data_time: 0.0031 loss: 1.6518 2023/03/25 03:38:24 - mmengine - INFO - Epoch(train) [74][3400/5005] lr: 1.0297e-02 eta: 2 days, 8:53:17 time: 0.1809 data_time: 0.0031 loss: 1.5378 2023/03/25 03:38:43 - mmengine - INFO - Epoch(train) [74][3500/5005] lr: 1.0297e-02 eta: 2 days, 8:52:59 time: 0.1818 data_time: 0.0031 loss: 1.4664 2023/03/25 03:39:02 - mmengine - INFO - Epoch(train) [74][3600/5005] lr: 1.0297e-02 eta: 2 days, 8:52:42 time: 0.2022 data_time: 0.0033 loss: 1.6891 2023/03/25 03:39:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:39:20 - mmengine - INFO - Epoch(train) [74][3700/5005] lr: 1.0297e-02 eta: 2 days, 8:52:25 time: 0.1810 data_time: 0.0032 loss: 1.4863 2023/03/25 03:39:39 - mmengine - INFO - Epoch(train) [74][3800/5005] lr: 1.0297e-02 eta: 2 days, 8:52:08 time: 0.1811 data_time: 0.0032 loss: 1.6783 2023/03/25 03:39:57 - mmengine - INFO - Epoch(train) [74][3900/5005] lr: 1.0297e-02 eta: 2 days, 8:51:51 time: 0.1814 data_time: 0.0031 loss: 1.5673 2023/03/25 03:40:16 - mmengine - INFO - Epoch(train) [74][4000/5005] lr: 1.0297e-02 eta: 2 days, 8:51:35 time: 0.2073 data_time: 0.0032 loss: 1.5446 2023/03/25 03:40:34 - mmengine - INFO - Epoch(train) [74][4100/5005] lr: 1.0297e-02 eta: 2 days, 8:51:17 time: 0.1821 data_time: 0.0033 loss: 1.7880 2023/03/25 03:40:53 - mmengine - INFO - Epoch(train) [74][4200/5005] lr: 1.0297e-02 eta: 2 days, 8:50:59 time: 0.1834 data_time: 0.0031 loss: 1.4329 2023/03/25 03:41:11 - mmengine - INFO - Epoch(train) [74][4300/5005] lr: 1.0297e-02 eta: 2 days, 8:50:42 time: 0.1829 data_time: 0.0032 loss: 1.5024 2023/03/25 03:41:30 - mmengine - INFO - Epoch(train) [74][4400/5005] lr: 1.0297e-02 eta: 2 days, 8:50:25 time: 0.1838 data_time: 0.0032 loss: 1.6218 2023/03/25 03:41:48 - mmengine - INFO - Epoch(train) [74][4500/5005] lr: 1.0297e-02 eta: 2 days, 8:50:08 time: 0.2017 data_time: 0.0031 loss: 1.6472 2023/03/25 03:42:07 - mmengine - INFO - Epoch(train) [74][4600/5005] lr: 1.0297e-02 eta: 2 days, 8:49:50 time: 0.1814 data_time: 0.0031 loss: 1.6147 2023/03/25 03:42:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:42:25 - mmengine - INFO - Epoch(train) [74][4700/5005] lr: 1.0297e-02 eta: 2 days, 8:49:33 time: 0.1843 data_time: 0.0031 loss: 1.6063 2023/03/25 03:42:44 - mmengine - INFO - Epoch(train) [74][4800/5005] lr: 1.0297e-02 eta: 2 days, 8:49:16 time: 0.1842 data_time: 0.0031 loss: 1.7520 2023/03/25 03:43:02 - mmengine - INFO - Epoch(train) [74][4900/5005] lr: 1.0297e-02 eta: 2 days, 8:48:59 time: 0.1827 data_time: 0.0031 loss: 1.4744 2023/03/25 03:43:21 - mmengine - INFO - Epoch(train) [74][5000/5005] lr: 1.0297e-02 eta: 2 days, 8:48:42 time: 0.1794 data_time: 0.0039 loss: 1.5363 2023/03/25 03:43:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:43:22 - mmengine - INFO - Saving checkpoint at 74 epochs 2023/03/25 03:43:30 - mmengine - INFO - Epoch(val) [74][100/196] eta: 0:00:06 time: 0.0606 data_time: 0.0213 2023/03/25 03:43:59 - mmengine - INFO - Epoch(val) [74][196/196] accuracy/top1: 67.2740 accuracy/top5: 87.5700data_time: 0.0643 time: 0.0993 2023/03/25 03:44:19 - mmengine - INFO - Epoch(train) [75][ 100/5005] lr: 1.0091e-02 eta: 2 days, 8:48:26 time: 0.1822 data_time: 0.0031 loss: 1.7443 2023/03/25 03:44:37 - mmengine - INFO - Epoch(train) [75][ 200/5005] lr: 1.0091e-02 eta: 2 days, 8:48:09 time: 0.1826 data_time: 0.0031 loss: 1.5944 2023/03/25 03:44:55 - mmengine - INFO - Epoch(train) [75][ 300/5005] lr: 1.0091e-02 eta: 2 days, 8:47:51 time: 0.1794 data_time: 0.0033 loss: 1.7143 2023/03/25 03:45:14 - mmengine - INFO - Epoch(train) [75][ 400/5005] lr: 1.0091e-02 eta: 2 days, 8:47:33 time: 0.1815 data_time: 0.0031 loss: 1.6337 2023/03/25 03:45:32 - mmengine - INFO - Epoch(train) [75][ 500/5005] lr: 1.0091e-02 eta: 2 days, 8:47:15 time: 0.1807 data_time: 0.0031 loss: 1.5377 2023/03/25 03:45:50 - mmengine - INFO - Epoch(train) [75][ 600/5005] lr: 1.0091e-02 eta: 2 days, 8:46:58 time: 0.1811 data_time: 0.0031 loss: 1.5763 2023/03/25 03:45:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:46:09 - mmengine - INFO - Epoch(train) [75][ 700/5005] lr: 1.0091e-02 eta: 2 days, 8:46:40 time: 0.1799 data_time: 0.0031 loss: 1.5272 2023/03/25 03:46:27 - mmengine - INFO - Epoch(train) [75][ 800/5005] lr: 1.0091e-02 eta: 2 days, 8:46:22 time: 0.1823 data_time: 0.0032 loss: 1.5691 2023/03/25 03:46:46 - mmengine - INFO - Epoch(train) [75][ 900/5005] lr: 1.0091e-02 eta: 2 days, 8:46:06 time: 0.1803 data_time: 0.0032 loss: 1.6309 2023/03/25 03:47:05 - mmengine - INFO - Epoch(train) [75][1000/5005] lr: 1.0091e-02 eta: 2 days, 8:45:49 time: 0.2245 data_time: 0.0032 loss: 1.7181 2023/03/25 03:47:23 - mmengine - INFO - Epoch(train) [75][1100/5005] lr: 1.0091e-02 eta: 2 days, 8:45:31 time: 0.1813 data_time: 0.0031 loss: 1.6176 2023/03/25 03:47:41 - mmengine - INFO - Epoch(train) [75][1200/5005] lr: 1.0091e-02 eta: 2 days, 8:45:14 time: 0.2020 data_time: 0.0031 loss: 1.5364 2023/03/25 03:47:59 - mmengine - INFO - Epoch(train) [75][1300/5005] lr: 1.0091e-02 eta: 2 days, 8:44:56 time: 0.1817 data_time: 0.0033 loss: 1.7622 2023/03/25 03:48:18 - mmengine - INFO - Epoch(train) [75][1400/5005] lr: 1.0091e-02 eta: 2 days, 8:44:38 time: 0.1814 data_time: 0.0031 loss: 1.7650 2023/03/25 03:48:36 - mmengine - INFO - Epoch(train) [75][1500/5005] lr: 1.0091e-02 eta: 2 days, 8:44:20 time: 0.1821 data_time: 0.0031 loss: 1.6900 2023/03/25 03:48:55 - mmengine - INFO - Epoch(train) [75][1600/5005] lr: 1.0091e-02 eta: 2 days, 8:44:03 time: 0.1801 data_time: 0.0033 loss: 1.4613 2023/03/25 03:49:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:49:13 - mmengine - INFO - Epoch(train) [75][1700/5005] lr: 1.0091e-02 eta: 2 days, 8:43:45 time: 0.1790 data_time: 0.0031 loss: 1.4958 2023/03/25 03:49:31 - mmengine - INFO - Epoch(train) [75][1800/5005] lr: 1.0091e-02 eta: 2 days, 8:43:28 time: 0.1813 data_time: 0.0031 loss: 1.5796 2023/03/25 03:49:50 - mmengine - INFO - Epoch(train) [75][1900/5005] lr: 1.0091e-02 eta: 2 days, 8:43:11 time: 0.2058 data_time: 0.0032 loss: 1.3463 2023/03/25 03:50:08 - mmengine - INFO - Epoch(train) [75][2000/5005] lr: 1.0091e-02 eta: 2 days, 8:42:53 time: 0.1802 data_time: 0.0032 loss: 1.6908 2023/03/25 03:50:27 - mmengine - INFO - Epoch(train) [75][2100/5005] lr: 1.0091e-02 eta: 2 days, 8:42:35 time: 0.1823 data_time: 0.0032 loss: 1.6306 2023/03/25 03:50:45 - mmengine - INFO - Epoch(train) [75][2200/5005] lr: 1.0091e-02 eta: 2 days, 8:42:17 time: 0.1813 data_time: 0.0031 loss: 1.5225 2023/03/25 03:51:04 - mmengine - INFO - Epoch(train) [75][2300/5005] lr: 1.0091e-02 eta: 2 days, 8:42:00 time: 0.1796 data_time: 0.0031 loss: 1.5209 2023/03/25 03:51:22 - mmengine - INFO - Epoch(train) [75][2400/5005] lr: 1.0091e-02 eta: 2 days, 8:41:42 time: 0.1817 data_time: 0.0032 loss: 1.5471 2023/03/25 03:51:40 - mmengine - INFO - Epoch(train) [75][2500/5005] lr: 1.0091e-02 eta: 2 days, 8:41:25 time: 0.1802 data_time: 0.0031 loss: 1.6309 2023/03/25 03:51:59 - mmengine - INFO - Epoch(train) [75][2600/5005] lr: 1.0091e-02 eta: 2 days, 8:41:07 time: 0.1801 data_time: 0.0031 loss: 1.5473 2023/03/25 03:52:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:52:17 - mmengine - INFO - Epoch(train) [75][2700/5005] lr: 1.0091e-02 eta: 2 days, 8:40:50 time: 0.1816 data_time: 0.0031 loss: 1.6775 2023/03/25 03:52:36 - mmengine - INFO - Epoch(train) [75][2800/5005] lr: 1.0091e-02 eta: 2 days, 8:40:33 time: 0.2034 data_time: 0.0032 loss: 1.6723 2023/03/25 03:52:54 - mmengine - INFO - Epoch(train) [75][2900/5005] lr: 1.0091e-02 eta: 2 days, 8:40:16 time: 0.1987 data_time: 0.0031 loss: 1.5025 2023/03/25 03:53:13 - mmengine - INFO - Epoch(train) [75][3000/5005] lr: 1.0091e-02 eta: 2 days, 8:39:58 time: 0.1799 data_time: 0.0032 loss: 1.9225 2023/03/25 03:53:31 - mmengine - INFO - Epoch(train) [75][3100/5005] lr: 1.0091e-02 eta: 2 days, 8:39:40 time: 0.1808 data_time: 0.0033 loss: 1.6207 2023/03/25 03:53:49 - mmengine - INFO - Epoch(train) [75][3200/5005] lr: 1.0091e-02 eta: 2 days, 8:39:22 time: 0.1800 data_time: 0.0031 loss: 1.5267 2023/03/25 03:54:08 - mmengine - INFO - Epoch(train) [75][3300/5005] lr: 1.0091e-02 eta: 2 days, 8:39:05 time: 0.1795 data_time: 0.0032 loss: 1.5347 2023/03/25 03:54:26 - mmengine - INFO - Epoch(train) [75][3400/5005] lr: 1.0091e-02 eta: 2 days, 8:38:47 time: 0.1820 data_time: 0.0031 loss: 1.5510 2023/03/25 03:54:44 - mmengine - INFO - Epoch(train) [75][3500/5005] lr: 1.0091e-02 eta: 2 days, 8:38:29 time: 0.1795 data_time: 0.0031 loss: 1.6154 2023/03/25 03:55:03 - mmengine - INFO - Epoch(train) [75][3600/5005] lr: 1.0091e-02 eta: 2 days, 8:38:11 time: 0.1818 data_time: 0.0032 loss: 1.5235 2023/03/25 03:55:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:55:21 - mmengine - INFO - Epoch(train) [75][3700/5005] lr: 1.0091e-02 eta: 2 days, 8:37:55 time: 0.1929 data_time: 0.0032 loss: 1.3638 2023/03/25 03:55:40 - mmengine - INFO - Epoch(train) [75][3800/5005] lr: 1.0091e-02 eta: 2 days, 8:37:38 time: 0.1824 data_time: 0.0031 loss: 1.3515 2023/03/25 03:55:58 - mmengine - INFO - Epoch(train) [75][3900/5005] lr: 1.0091e-02 eta: 2 days, 8:37:20 time: 0.1811 data_time: 0.0032 loss: 1.4199 2023/03/25 03:56:17 - mmengine - INFO - Epoch(train) [75][4000/5005] lr: 1.0091e-02 eta: 2 days, 8:37:02 time: 0.1795 data_time: 0.0032 loss: 1.4507 2023/03/25 03:56:35 - mmengine - INFO - Epoch(train) [75][4100/5005] lr: 1.0091e-02 eta: 2 days, 8:36:44 time: 0.1806 data_time: 0.0031 loss: 1.5482 2023/03/25 03:56:53 - mmengine - INFO - Epoch(train) [75][4200/5005] lr: 1.0091e-02 eta: 2 days, 8:36:26 time: 0.1810 data_time: 0.0032 loss: 1.4154 2023/03/25 03:57:12 - mmengine - INFO - Epoch(train) [75][4300/5005] lr: 1.0091e-02 eta: 2 days, 8:36:10 time: 0.2017 data_time: 0.0033 loss: 1.6763 2023/03/25 03:57:30 - mmengine - INFO - Epoch(train) [75][4400/5005] lr: 1.0091e-02 eta: 2 days, 8:35:52 time: 0.1838 data_time: 0.0031 loss: 1.3386 2023/03/25 03:57:49 - mmengine - INFO - Epoch(train) [75][4500/5005] lr: 1.0091e-02 eta: 2 days, 8:35:34 time: 0.1794 data_time: 0.0031 loss: 1.6587 2023/03/25 03:58:07 - mmengine - INFO - Epoch(train) [75][4600/5005] lr: 1.0091e-02 eta: 2 days, 8:35:17 time: 0.1830 data_time: 0.0032 loss: 1.5830 2023/03/25 03:58:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:58:26 - mmengine - INFO - Epoch(train) [75][4700/5005] lr: 1.0091e-02 eta: 2 days, 8:35:00 time: 0.2071 data_time: 0.0032 loss: 1.5479 2023/03/25 03:58:44 - mmengine - INFO - Epoch(train) [75][4800/5005] lr: 1.0091e-02 eta: 2 days, 8:34:43 time: 0.1799 data_time: 0.0031 loss: 1.7249 2023/03/25 03:59:03 - mmengine - INFO - Epoch(train) [75][4900/5005] lr: 1.0091e-02 eta: 2 days, 8:34:25 time: 0.1802 data_time: 0.0031 loss: 1.7742 2023/03/25 03:59:21 - mmengine - INFO - Epoch(train) [75][5000/5005] lr: 1.0091e-02 eta: 2 days, 8:34:07 time: 0.1776 data_time: 0.0038 loss: 1.4616 2023/03/25 03:59:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 03:59:22 - mmengine - INFO - Saving checkpoint at 75 epochs 2023/03/25 03:59:30 - mmengine - INFO - Epoch(val) [75][100/196] eta: 0:00:06 time: 0.0599 data_time: 0.0212 2023/03/25 03:59:59 - mmengine - INFO - Epoch(val) [75][196/196] accuracy/top1: 67.1740 accuracy/top5: 87.7360data_time: 0.0656 time: 0.1003 2023/03/25 04:00:18 - mmengine - INFO - Epoch(train) [76][ 100/5005] lr: 9.8894e-03 eta: 2 days, 8:33:52 time: 0.1983 data_time: 0.0031 loss: 1.6141 2023/03/25 04:00:37 - mmengine - INFO - Epoch(train) [76][ 200/5005] lr: 9.8894e-03 eta: 2 days, 8:33:35 time: 0.1826 data_time: 0.0032 loss: 1.6436 2023/03/25 04:00:55 - mmengine - INFO - Epoch(train) [76][ 300/5005] lr: 9.8894e-03 eta: 2 days, 8:33:18 time: 0.1811 data_time: 0.0032 loss: 1.6963 2023/03/25 04:01:14 - mmengine - INFO - Epoch(train) [76][ 400/5005] lr: 9.8894e-03 eta: 2 days, 8:33:00 time: 0.1817 data_time: 0.0033 loss: 1.5699 2023/03/25 04:01:32 - mmengine - INFO - Epoch(train) [76][ 500/5005] lr: 9.8894e-03 eta: 2 days, 8:32:43 time: 0.1809 data_time: 0.0031 loss: 1.5761 2023/03/25 04:01:51 - mmengine - INFO - Epoch(train) [76][ 600/5005] lr: 9.8894e-03 eta: 2 days, 8:32:26 time: 0.1809 data_time: 0.0031 loss: 1.7333 2023/03/25 04:01:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:02:09 - mmengine - INFO - Epoch(train) [76][ 700/5005] lr: 9.8894e-03 eta: 2 days, 8:32:09 time: 0.1820 data_time: 0.0032 loss: 1.5278 2023/03/25 04:02:27 - mmengine - INFO - Epoch(train) [76][ 800/5005] lr: 9.8894e-03 eta: 2 days, 8:31:51 time: 0.1807 data_time: 0.0033 loss: 1.4578 2023/03/25 04:02:46 - mmengine - INFO - Epoch(train) [76][ 900/5005] lr: 9.8894e-03 eta: 2 days, 8:31:33 time: 0.1810 data_time: 0.0031 loss: 1.6759 2023/03/25 04:03:05 - mmengine - INFO - Epoch(train) [76][1000/5005] lr: 9.8894e-03 eta: 2 days, 8:31:16 time: 0.1799 data_time: 0.0031 loss: 1.7543 2023/03/25 04:03:23 - mmengine - INFO - Epoch(train) [76][1100/5005] lr: 9.8894e-03 eta: 2 days, 8:30:59 time: 0.1804 data_time: 0.0032 loss: 1.7025 2023/03/25 04:03:42 - mmengine - INFO - Epoch(train) [76][1200/5005] lr: 9.8894e-03 eta: 2 days, 8:30:42 time: 0.1825 data_time: 0.0032 loss: 1.6051 2023/03/25 04:04:00 - mmengine - INFO - Epoch(train) [76][1300/5005] lr: 9.8894e-03 eta: 2 days, 8:30:24 time: 0.1817 data_time: 0.0032 loss: 1.6525 2023/03/25 04:04:18 - mmengine - INFO - Epoch(train) [76][1400/5005] lr: 9.8894e-03 eta: 2 days, 8:30:06 time: 0.1826 data_time: 0.0032 loss: 1.5338 2023/03/25 04:04:37 - mmengine - INFO - Epoch(train) [76][1500/5005] lr: 9.8894e-03 eta: 2 days, 8:29:49 time: 0.1826 data_time: 0.0031 loss: 1.3676 2023/03/25 04:04:56 - mmengine - INFO - Epoch(train) [76][1600/5005] lr: 9.8894e-03 eta: 2 days, 8:29:33 time: 0.1829 data_time: 0.0032 loss: 1.6341 2023/03/25 04:05:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:05:14 - mmengine - INFO - Epoch(train) [76][1700/5005] lr: 9.8894e-03 eta: 2 days, 8:29:16 time: 0.1823 data_time: 0.0031 loss: 1.7252 2023/03/25 04:05:32 - mmengine - INFO - Epoch(train) [76][1800/5005] lr: 9.8894e-03 eta: 2 days, 8:28:58 time: 0.1815 data_time: 0.0031 loss: 1.4277 2023/03/25 04:05:51 - mmengine - INFO - Epoch(train) [76][1900/5005] lr: 9.8894e-03 eta: 2 days, 8:28:40 time: 0.1808 data_time: 0.0031 loss: 1.5226 2023/03/25 04:06:09 - mmengine - INFO - Epoch(train) [76][2000/5005] lr: 9.8894e-03 eta: 2 days, 8:28:23 time: 0.1802 data_time: 0.0032 loss: 1.6052 2023/03/25 04:06:28 - mmengine - INFO - Epoch(train) [76][2100/5005] lr: 9.8894e-03 eta: 2 days, 8:28:05 time: 0.1806 data_time: 0.0032 loss: 1.4744 2023/03/25 04:06:46 - mmengine - INFO - Epoch(train) [76][2200/5005] lr: 9.8894e-03 eta: 2 days, 8:27:47 time: 0.1786 data_time: 0.0032 loss: 1.5819 2023/03/25 04:07:05 - mmengine - INFO - Epoch(train) [76][2300/5005] lr: 9.8894e-03 eta: 2 days, 8:27:30 time: 0.2000 data_time: 0.0031 loss: 1.7100 2023/03/25 04:07:23 - mmengine - INFO - Epoch(train) [76][2400/5005] lr: 9.8894e-03 eta: 2 days, 8:27:13 time: 0.1826 data_time: 0.0032 loss: 1.7934 2023/03/25 04:07:42 - mmengine - INFO - Epoch(train) [76][2500/5005] lr: 9.8894e-03 eta: 2 days, 8:26:56 time: 0.1823 data_time: 0.0032 loss: 1.7724 2023/03/25 04:08:00 - mmengine - INFO - Epoch(train) [76][2600/5005] lr: 9.8894e-03 eta: 2 days, 8:26:38 time: 0.1797 data_time: 0.0032 loss: 1.4424 2023/03/25 04:08:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:08:18 - mmengine - INFO - Epoch(train) [76][2700/5005] lr: 9.8894e-03 eta: 2 days, 8:26:21 time: 0.1817 data_time: 0.0031 loss: 1.6507 2023/03/25 04:08:37 - mmengine - INFO - Epoch(train) [76][2800/5005] lr: 9.8894e-03 eta: 2 days, 8:26:03 time: 0.1827 data_time: 0.0032 loss: 1.6826 2023/03/25 04:08:55 - mmengine - INFO - Epoch(train) [76][2900/5005] lr: 9.8894e-03 eta: 2 days, 8:25:46 time: 0.1817 data_time: 0.0032 loss: 1.5349 2023/03/25 04:09:14 - mmengine - INFO - Epoch(train) [76][3000/5005] lr: 9.8894e-03 eta: 2 days, 8:25:28 time: 0.1783 data_time: 0.0032 loss: 1.3328 2023/03/25 04:09:32 - mmengine - INFO - Epoch(train) [76][3100/5005] lr: 9.8894e-03 eta: 2 days, 8:25:11 time: 0.1811 data_time: 0.0032 loss: 1.4989 2023/03/25 04:09:51 - mmengine - INFO - Epoch(train) [76][3200/5005] lr: 9.8894e-03 eta: 2 days, 8:24:54 time: 0.1818 data_time: 0.0031 loss: 1.4610 2023/03/25 04:10:09 - mmengine - INFO - Epoch(train) [76][3300/5005] lr: 9.8894e-03 eta: 2 days, 8:24:36 time: 0.1823 data_time: 0.0032 loss: 1.4559 2023/03/25 04:10:28 - mmengine - INFO - Epoch(train) [76][3400/5005] lr: 9.8894e-03 eta: 2 days, 8:24:18 time: 0.1841 data_time: 0.0031 loss: 1.6027 2023/03/25 04:10:46 - mmengine - INFO - Epoch(train) [76][3500/5005] lr: 9.8894e-03 eta: 2 days, 8:24:02 time: 0.1823 data_time: 0.0031 loss: 1.7235 2023/03/25 04:11:05 - mmengine - INFO - Epoch(train) [76][3600/5005] lr: 9.8894e-03 eta: 2 days, 8:23:44 time: 0.1810 data_time: 0.0033 loss: 1.7727 2023/03/25 04:11:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:11:23 - mmengine - INFO - Epoch(train) [76][3700/5005] lr: 9.8894e-03 eta: 2 days, 8:23:26 time: 0.1823 data_time: 0.0031 loss: 1.6578 2023/03/25 04:11:42 - mmengine - INFO - Epoch(train) [76][3800/5005] lr: 9.8894e-03 eta: 2 days, 8:23:10 time: 0.1812 data_time: 0.0031 loss: 1.7865 2023/03/25 04:12:00 - mmengine - INFO - Epoch(train) [76][3900/5005] lr: 9.8894e-03 eta: 2 days, 8:22:52 time: 0.1810 data_time: 0.0032 loss: 1.6738 2023/03/25 04:12:19 - mmengine - INFO - Epoch(train) [76][4000/5005] lr: 9.8894e-03 eta: 2 days, 8:22:35 time: 0.1819 data_time: 0.0031 loss: 1.6721 2023/03/25 04:12:37 - mmengine - INFO - Epoch(train) [76][4100/5005] lr: 9.8894e-03 eta: 2 days, 8:22:18 time: 0.1804 data_time: 0.0031 loss: 1.4921 2023/03/25 04:12:55 - mmengine - INFO - Epoch(train) [76][4200/5005] lr: 9.8894e-03 eta: 2 days, 8:22:00 time: 0.1811 data_time: 0.0032 loss: 1.4920 2023/03/25 04:13:14 - mmengine - INFO - Epoch(train) [76][4300/5005] lr: 9.8894e-03 eta: 2 days, 8:21:42 time: 0.1820 data_time: 0.0032 loss: 1.5550 2023/03/25 04:13:32 - mmengine - INFO - Epoch(train) [76][4400/5005] lr: 9.8894e-03 eta: 2 days, 8:21:24 time: 0.1822 data_time: 0.0034 loss: 1.4421 2023/03/25 04:13:51 - mmengine - INFO - Epoch(train) [76][4500/5005] lr: 9.8894e-03 eta: 2 days, 8:21:08 time: 0.1811 data_time: 0.0032 loss: 1.6195 2023/03/25 04:14:10 - mmengine - INFO - Epoch(train) [76][4600/5005] lr: 9.8894e-03 eta: 2 days, 8:20:51 time: 0.1814 data_time: 0.0032 loss: 1.6138 2023/03/25 04:14:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:14:28 - mmengine - INFO - Epoch(train) [76][4700/5005] lr: 9.8894e-03 eta: 2 days, 8:20:34 time: 0.1829 data_time: 0.0032 loss: 1.4853 2023/03/25 04:14:47 - mmengine - INFO - Epoch(train) [76][4800/5005] lr: 9.8894e-03 eta: 2 days, 8:20:16 time: 0.1822 data_time: 0.0031 loss: 1.5717 2023/03/25 04:15:05 - mmengine - INFO - Epoch(train) [76][4900/5005] lr: 9.8894e-03 eta: 2 days, 8:19:59 time: 0.1816 data_time: 0.0032 loss: 1.5471 2023/03/25 04:15:24 - mmengine - INFO - Epoch(train) [76][5000/5005] lr: 9.8894e-03 eta: 2 days, 8:19:42 time: 0.1824 data_time: 0.0039 loss: 1.5165 2023/03/25 04:15:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:15:25 - mmengine - INFO - Saving checkpoint at 76 epochs 2023/03/25 04:15:33 - mmengine - INFO - Epoch(val) [76][100/196] eta: 0:00:06 time: 0.0596 data_time: 0.0189 2023/03/25 04:16:01 - mmengine - INFO - Epoch(val) [76][196/196] accuracy/top1: 67.4000 accuracy/top5: 87.6600data_time: 0.0666 time: 0.1024 2023/03/25 04:16:21 - mmengine - INFO - Epoch(train) [77][ 100/5005] lr: 9.6916e-03 eta: 2 days, 8:19:26 time: 0.1816 data_time: 0.0033 loss: 1.4914 2023/03/25 04:16:39 - mmengine - INFO - Epoch(train) [77][ 200/5005] lr: 9.6916e-03 eta: 2 days, 8:19:09 time: 0.1993 data_time: 0.0033 loss: 1.4904 2023/03/25 04:16:58 - mmengine - INFO - Epoch(train) [77][ 300/5005] lr: 9.6916e-03 eta: 2 days, 8:18:51 time: 0.1821 data_time: 0.0032 loss: 1.7237 2023/03/25 04:17:17 - mmengine - INFO - Epoch(train) [77][ 400/5005] lr: 9.6916e-03 eta: 2 days, 8:18:35 time: 0.2041 data_time: 0.0031 loss: 1.5545 2023/03/25 04:17:36 - mmengine - INFO - Epoch(train) [77][ 500/5005] lr: 9.6916e-03 eta: 2 days, 8:18:19 time: 0.1814 data_time: 0.0032 loss: 1.5742 2023/03/25 04:17:54 - mmengine - INFO - Epoch(train) [77][ 600/5005] lr: 9.6916e-03 eta: 2 days, 8:18:01 time: 0.1791 data_time: 0.0032 loss: 1.4805 2023/03/25 04:17:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:18:12 - mmengine - INFO - Epoch(train) [77][ 700/5005] lr: 9.6916e-03 eta: 2 days, 8:17:43 time: 0.1818 data_time: 0.0031 loss: 1.5831 2023/03/25 04:18:30 - mmengine - INFO - Epoch(train) [77][ 800/5005] lr: 9.6916e-03 eta: 2 days, 8:17:25 time: 0.1802 data_time: 0.0032 loss: 1.6363 2023/03/25 04:18:49 - mmengine - INFO - Epoch(train) [77][ 900/5005] lr: 9.6916e-03 eta: 2 days, 8:17:08 time: 0.1840 data_time: 0.0032 loss: 1.4204 2023/03/25 04:19:08 - mmengine - INFO - Epoch(train) [77][1000/5005] lr: 9.6916e-03 eta: 2 days, 8:16:51 time: 0.1816 data_time: 0.0032 loss: 1.5883 2023/03/25 04:19:26 - mmengine - INFO - Epoch(train) [77][1100/5005] lr: 9.6916e-03 eta: 2 days, 8:16:33 time: 0.1828 data_time: 0.0032 loss: 1.7744 2023/03/25 04:19:44 - mmengine - INFO - Epoch(train) [77][1200/5005] lr: 9.6916e-03 eta: 2 days, 8:16:15 time: 0.1806 data_time: 0.0031 loss: 1.4735 2023/03/25 04:20:03 - mmengine - INFO - Epoch(train) [77][1300/5005] lr: 9.6916e-03 eta: 2 days, 8:15:58 time: 0.1813 data_time: 0.0032 loss: 1.5373 2023/03/25 04:20:22 - mmengine - INFO - Epoch(train) [77][1400/5005] lr: 9.6916e-03 eta: 2 days, 8:15:41 time: 0.1827 data_time: 0.0032 loss: 1.6791 2023/03/25 04:20:40 - mmengine - INFO - Epoch(train) [77][1500/5005] lr: 9.6916e-03 eta: 2 days, 8:15:24 time: 0.1819 data_time: 0.0032 loss: 1.5565 2023/03/25 04:20:59 - mmengine - INFO - Epoch(train) [77][1600/5005] lr: 9.6916e-03 eta: 2 days, 8:15:07 time: 0.1825 data_time: 0.0032 loss: 1.5325 2023/03/25 04:21:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:21:17 - mmengine - INFO - Epoch(train) [77][1700/5005] lr: 9.6916e-03 eta: 2 days, 8:14:49 time: 0.1810 data_time: 0.0032 loss: 1.6428 2023/03/25 04:21:35 - mmengine - INFO - Epoch(train) [77][1800/5005] lr: 9.6916e-03 eta: 2 days, 8:14:32 time: 0.1810 data_time: 0.0032 loss: 1.4289 2023/03/25 04:21:54 - mmengine - INFO - Epoch(train) [77][1900/5005] lr: 9.6916e-03 eta: 2 days, 8:14:14 time: 0.1816 data_time: 0.0032 loss: 1.4460 2023/03/25 04:22:12 - mmengine - INFO - Epoch(train) [77][2000/5005] lr: 9.6916e-03 eta: 2 days, 8:13:56 time: 0.1817 data_time: 0.0032 loss: 1.5407 2023/03/25 04:22:30 - mmengine - INFO - Epoch(train) [77][2100/5005] lr: 9.6916e-03 eta: 2 days, 8:13:38 time: 0.1818 data_time: 0.0032 loss: 1.3118 2023/03/25 04:22:49 - mmengine - INFO - Epoch(train) [77][2200/5005] lr: 9.6916e-03 eta: 2 days, 8:13:21 time: 0.1818 data_time: 0.0032 loss: 1.6093 2023/03/25 04:23:08 - mmengine - INFO - Epoch(train) [77][2300/5005] lr: 9.6916e-03 eta: 2 days, 8:13:06 time: 0.2052 data_time: 0.0032 loss: 1.6490 2023/03/25 04:23:27 - mmengine - INFO - Epoch(train) [77][2400/5005] lr: 9.6916e-03 eta: 2 days, 8:12:48 time: 0.1826 data_time: 0.0032 loss: 1.6090 2023/03/25 04:23:45 - mmengine - INFO - Epoch(train) [77][2500/5005] lr: 9.6916e-03 eta: 2 days, 8:12:30 time: 0.1807 data_time: 0.0032 loss: 1.5845 2023/03/25 04:24:03 - mmengine - INFO - Epoch(train) [77][2600/5005] lr: 9.6916e-03 eta: 2 days, 8:12:12 time: 0.1820 data_time: 0.0032 loss: 1.4257 2023/03/25 04:24:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:24:22 - mmengine - INFO - Epoch(train) [77][2700/5005] lr: 9.6916e-03 eta: 2 days, 8:11:55 time: 0.1814 data_time: 0.0032 loss: 1.4394 2023/03/25 04:24:40 - mmengine - INFO - Epoch(train) [77][2800/5005] lr: 9.6916e-03 eta: 2 days, 8:11:37 time: 0.1801 data_time: 0.0032 loss: 1.6062 2023/03/25 04:24:58 - mmengine - INFO - Epoch(train) [77][2900/5005] lr: 9.6916e-03 eta: 2 days, 8:11:19 time: 0.1836 data_time: 0.0033 loss: 1.3459 2023/03/25 04:25:17 - mmengine - INFO - Epoch(train) [77][3000/5005] lr: 9.6916e-03 eta: 2 days, 8:11:02 time: 0.1820 data_time: 0.0033 loss: 1.7215 2023/03/25 04:25:35 - mmengine - INFO - Epoch(train) [77][3100/5005] lr: 9.6916e-03 eta: 2 days, 8:10:45 time: 0.1824 data_time: 0.0032 loss: 1.7032 2023/03/25 04:25:54 - mmengine - INFO - Epoch(train) [77][3200/5005] lr: 9.6916e-03 eta: 2 days, 8:10:29 time: 0.2044 data_time: 0.0032 loss: 1.5053 2023/03/25 04:26:13 - mmengine - INFO - Epoch(train) [77][3300/5005] lr: 9.6916e-03 eta: 2 days, 8:10:11 time: 0.1812 data_time: 0.0032 loss: 1.3602 2023/03/25 04:26:31 - mmengine - INFO - Epoch(train) [77][3400/5005] lr: 9.6916e-03 eta: 2 days, 8:09:54 time: 0.1811 data_time: 0.0031 loss: 1.8791 2023/03/25 04:26:49 - mmengine - INFO - Epoch(train) [77][3500/5005] lr: 9.6916e-03 eta: 2 days, 8:09:36 time: 0.1812 data_time: 0.0032 loss: 1.7162 2023/03/25 04:27:08 - mmengine - INFO - Epoch(train) [77][3600/5005] lr: 9.6916e-03 eta: 2 days, 8:09:18 time: 0.1832 data_time: 0.0032 loss: 1.6219 2023/03/25 04:27:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:27:26 - mmengine - INFO - Epoch(train) [77][3700/5005] lr: 9.6916e-03 eta: 2 days, 8:09:01 time: 0.1784 data_time: 0.0032 loss: 1.6457 2023/03/25 04:27:45 - mmengine - INFO - Epoch(train) [77][3800/5005] lr: 9.6916e-03 eta: 2 days, 8:08:43 time: 0.1996 data_time: 0.0032 loss: 1.5747 2023/03/25 04:28:03 - mmengine - INFO - Epoch(train) [77][3900/5005] lr: 9.6916e-03 eta: 2 days, 8:08:26 time: 0.1817 data_time: 0.0032 loss: 1.6115 2023/03/25 04:28:22 - mmengine - INFO - Epoch(train) [77][4000/5005] lr: 9.6916e-03 eta: 2 days, 8:08:08 time: 0.1804 data_time: 0.0032 loss: 1.4379 2023/03/25 04:28:41 - mmengine - INFO - Epoch(train) [77][4100/5005] lr: 9.6916e-03 eta: 2 days, 8:07:52 time: 0.1996 data_time: 0.0031 loss: 1.6180 2023/03/25 04:28:59 - mmengine - INFO - Epoch(train) [77][4200/5005] lr: 9.6916e-03 eta: 2 days, 8:07:34 time: 0.1815 data_time: 0.0032 loss: 1.6871 2023/03/25 04:29:18 - mmengine - INFO - Epoch(train) [77][4300/5005] lr: 9.6916e-03 eta: 2 days, 8:07:17 time: 0.2004 data_time: 0.0032 loss: 1.6717 2023/03/25 04:29:36 - mmengine - INFO - Epoch(train) [77][4400/5005] lr: 9.6916e-03 eta: 2 days, 8:06:59 time: 0.1798 data_time: 0.0033 loss: 1.6050 2023/03/25 04:29:54 - mmengine - INFO - Epoch(train) [77][4500/5005] lr: 9.6916e-03 eta: 2 days, 8:06:41 time: 0.1801 data_time: 0.0032 loss: 1.4549 2023/03/25 04:30:13 - mmengine - INFO - Epoch(train) [77][4600/5005] lr: 9.6916e-03 eta: 2 days, 8:06:24 time: 0.1817 data_time: 0.0031 loss: 1.6313 2023/03/25 04:30:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:30:31 - mmengine - INFO - Epoch(train) [77][4700/5005] lr: 9.6916e-03 eta: 2 days, 8:06:07 time: 0.1824 data_time: 0.0032 loss: 1.6260 2023/03/25 04:30:49 - mmengine - INFO - Epoch(train) [77][4800/5005] lr: 9.6916e-03 eta: 2 days, 8:05:49 time: 0.1789 data_time: 0.0031 loss: 1.5500 2023/03/25 04:31:08 - mmengine - INFO - Epoch(train) [77][4900/5005] lr: 9.6916e-03 eta: 2 days, 8:05:31 time: 0.1843 data_time: 0.0032 loss: 1.5737 2023/03/25 04:31:27 - mmengine - INFO - Epoch(train) [77][5000/5005] lr: 9.6916e-03 eta: 2 days, 8:05:15 time: 0.1798 data_time: 0.0039 loss: 1.6083 2023/03/25 04:31:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:31:28 - mmengine - INFO - Saving checkpoint at 77 epochs 2023/03/25 04:31:36 - mmengine - INFO - Epoch(val) [77][100/196] eta: 0:00:06 time: 0.0605 data_time: 0.0225 2023/03/25 04:32:05 - mmengine - INFO - Epoch(val) [77][196/196] accuracy/top1: 67.0880 accuracy/top5: 87.5260data_time: 0.0617 time: 0.0981 2023/03/25 04:32:24 - mmengine - INFO - Epoch(train) [78][ 100/5005] lr: 9.4977e-03 eta: 2 days, 8:04:59 time: 0.1796 data_time: 0.0032 loss: 1.4273 2023/03/25 04:32:43 - mmengine - INFO - Epoch(train) [78][ 200/5005] lr: 9.4977e-03 eta: 2 days, 8:04:42 time: 0.1820 data_time: 0.0033 loss: 1.6256 2023/03/25 04:33:01 - mmengine - INFO - Epoch(train) [78][ 300/5005] lr: 9.4977e-03 eta: 2 days, 8:04:24 time: 0.1817 data_time: 0.0032 loss: 1.4478 2023/03/25 04:33:20 - mmengine - INFO - Epoch(train) [78][ 400/5005] lr: 9.4977e-03 eta: 2 days, 8:04:07 time: 0.1796 data_time: 0.0032 loss: 1.5378 2023/03/25 04:33:38 - mmengine - INFO - Epoch(train) [78][ 500/5005] lr: 9.4977e-03 eta: 2 days, 8:03:49 time: 0.1826 data_time: 0.0032 loss: 1.6760 2023/03/25 04:33:56 - mmengine - INFO - Epoch(train) [78][ 600/5005] lr: 9.4977e-03 eta: 2 days, 8:03:31 time: 0.1809 data_time: 0.0032 loss: 1.5615 2023/03/25 04:33:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:34:15 - mmengine - INFO - Epoch(train) [78][ 700/5005] lr: 9.4977e-03 eta: 2 days, 8:03:14 time: 0.1831 data_time: 0.0032 loss: 1.6865 2023/03/25 04:34:33 - mmengine - INFO - Epoch(train) [78][ 800/5005] lr: 9.4977e-03 eta: 2 days, 8:02:56 time: 0.1821 data_time: 0.0032 loss: 1.5431 2023/03/25 04:34:51 - mmengine - INFO - Epoch(train) [78][ 900/5005] lr: 9.4977e-03 eta: 2 days, 8:02:38 time: 0.1824 data_time: 0.0032 loss: 1.6571 2023/03/25 04:35:10 - mmengine - INFO - Epoch(train) [78][1000/5005] lr: 9.4977e-03 eta: 2 days, 8:02:21 time: 0.1789 data_time: 0.0032 loss: 1.4321 2023/03/25 04:35:29 - mmengine - INFO - Epoch(train) [78][1100/5005] lr: 9.4977e-03 eta: 2 days, 8:02:05 time: 0.2100 data_time: 0.0032 loss: 1.5930 2023/03/25 04:35:48 - mmengine - INFO - Epoch(train) [78][1200/5005] lr: 9.4977e-03 eta: 2 days, 8:01:48 time: 0.2106 data_time: 0.0032 loss: 1.6543 2023/03/25 04:36:06 - mmengine - INFO - Epoch(train) [78][1300/5005] lr: 9.4977e-03 eta: 2 days, 8:01:31 time: 0.1816 data_time: 0.0032 loss: 1.6484 2023/03/25 04:36:25 - mmengine - INFO - Epoch(train) [78][1400/5005] lr: 9.4977e-03 eta: 2 days, 8:01:13 time: 0.1800 data_time: 0.0033 loss: 1.4800 2023/03/25 04:36:43 - mmengine - INFO - Epoch(train) [78][1500/5005] lr: 9.4977e-03 eta: 2 days, 8:00:55 time: 0.1813 data_time: 0.0033 loss: 1.5582 2023/03/25 04:37:01 - mmengine - INFO - Epoch(train) [78][1600/5005] lr: 9.4977e-03 eta: 2 days, 8:00:38 time: 0.1820 data_time: 0.0032 loss: 1.5462 2023/03/25 04:37:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:37:20 - mmengine - INFO - Epoch(train) [78][1700/5005] lr: 9.4977e-03 eta: 2 days, 8:00:21 time: 0.1823 data_time: 0.0033 loss: 1.4902 2023/03/25 04:37:38 - mmengine - INFO - Epoch(train) [78][1800/5005] lr: 9.4977e-03 eta: 2 days, 8:00:03 time: 0.1823 data_time: 0.0032 loss: 1.8065 2023/03/25 04:37:57 - mmengine - INFO - Epoch(train) [78][1900/5005] lr: 9.4977e-03 eta: 2 days, 7:59:45 time: 0.1802 data_time: 0.0032 loss: 1.5731 2023/03/25 04:38:15 - mmengine - INFO - Epoch(train) [78][2000/5005] lr: 9.4977e-03 eta: 2 days, 7:59:27 time: 0.1844 data_time: 0.0033 loss: 1.6581 2023/03/25 04:38:34 - mmengine - INFO - Epoch(train) [78][2100/5005] lr: 9.4977e-03 eta: 2 days, 7:59:11 time: 0.1820 data_time: 0.0032 loss: 1.4435 2023/03/25 04:38:52 - mmengine - INFO - Epoch(train) [78][2200/5005] lr: 9.4977e-03 eta: 2 days, 7:58:54 time: 0.1809 data_time: 0.0033 loss: 1.6248 2023/03/25 04:39:11 - mmengine - INFO - Epoch(train) [78][2300/5005] lr: 9.4977e-03 eta: 2 days, 7:58:36 time: 0.1833 data_time: 0.0033 loss: 1.6056 2023/03/25 04:39:29 - mmengine - INFO - Epoch(train) [78][2400/5005] lr: 9.4977e-03 eta: 2 days, 7:58:19 time: 0.1983 data_time: 0.0032 loss: 1.5020 2023/03/25 04:39:48 - mmengine - INFO - Epoch(train) [78][2500/5005] lr: 9.4977e-03 eta: 2 days, 7:58:02 time: 0.1795 data_time: 0.0032 loss: 1.6298 2023/03/25 04:40:06 - mmengine - INFO - Epoch(train) [78][2600/5005] lr: 9.4977e-03 eta: 2 days, 7:57:44 time: 0.1814 data_time: 0.0032 loss: 1.5553 2023/03/25 04:40:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:40:25 - mmengine - INFO - Epoch(train) [78][2700/5005] lr: 9.4977e-03 eta: 2 days, 7:57:27 time: 0.1822 data_time: 0.0032 loss: 1.4540 2023/03/25 04:40:43 - mmengine - INFO - Epoch(train) [78][2800/5005] lr: 9.4977e-03 eta: 2 days, 7:57:09 time: 0.1792 data_time: 0.0032 loss: 1.5705 2023/03/25 04:41:01 - mmengine - INFO - Epoch(train) [78][2900/5005] lr: 9.4977e-03 eta: 2 days, 7:56:51 time: 0.1814 data_time: 0.0032 loss: 1.7142 2023/03/25 04:41:20 - mmengine - INFO - Epoch(train) [78][3000/5005] lr: 9.4977e-03 eta: 2 days, 7:56:34 time: 0.1801 data_time: 0.0033 loss: 1.7551 2023/03/25 04:41:39 - mmengine - INFO - Epoch(train) [78][3100/5005] lr: 9.4977e-03 eta: 2 days, 7:56:18 time: 0.1811 data_time: 0.0034 loss: 1.6811 2023/03/25 04:41:58 - mmengine - INFO - Epoch(train) [78][3200/5005] lr: 9.4977e-03 eta: 2 days, 7:56:00 time: 0.1822 data_time: 0.0032 loss: 1.5207 2023/03/25 04:42:16 - mmengine - INFO - Epoch(train) [78][3300/5005] lr: 9.4977e-03 eta: 2 days, 7:55:42 time: 0.1827 data_time: 0.0032 loss: 1.4944 2023/03/25 04:42:34 - mmengine - INFO - Epoch(train) [78][3400/5005] lr: 9.4977e-03 eta: 2 days, 7:55:25 time: 0.1837 data_time: 0.0032 loss: 1.6583 2023/03/25 04:42:53 - mmengine - INFO - Epoch(train) [78][3500/5005] lr: 9.4977e-03 eta: 2 days, 7:55:07 time: 0.1814 data_time: 0.0032 loss: 1.5284 2023/03/25 04:43:11 - mmengine - INFO - Epoch(train) [78][3600/5005] lr: 9.4977e-03 eta: 2 days, 7:54:49 time: 0.1813 data_time: 0.0034 loss: 1.6237 2023/03/25 04:43:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:43:29 - mmengine - INFO - Epoch(train) [78][3700/5005] lr: 9.4977e-03 eta: 2 days, 7:54:32 time: 0.1833 data_time: 0.0033 loss: 1.5347 2023/03/25 04:43:48 - mmengine - INFO - Epoch(train) [78][3800/5005] lr: 9.4977e-03 eta: 2 days, 7:54:15 time: 0.1953 data_time: 0.0032 loss: 1.6623 2023/03/25 04:44:07 - mmengine - INFO - Epoch(train) [78][3900/5005] lr: 9.4977e-03 eta: 2 days, 7:53:58 time: 0.1820 data_time: 0.0032 loss: 1.5048 2023/03/25 04:44:26 - mmengine - INFO - Epoch(train) [78][4000/5005] lr: 9.4977e-03 eta: 2 days, 7:53:41 time: 0.1823 data_time: 0.0032 loss: 1.4737 2023/03/25 04:44:44 - mmengine - INFO - Epoch(train) [78][4100/5005] lr: 9.4977e-03 eta: 2 days, 7:53:23 time: 0.1809 data_time: 0.0032 loss: 1.5802 2023/03/25 04:45:02 - mmengine - INFO - Epoch(train) [78][4200/5005] lr: 9.4977e-03 eta: 2 days, 7:53:06 time: 0.1819 data_time: 0.0032 loss: 1.6601 2023/03/25 04:45:21 - mmengine - INFO - Epoch(train) [78][4300/5005] lr: 9.4977e-03 eta: 2 days, 7:52:48 time: 0.1818 data_time: 0.0032 loss: 1.5335 2023/03/25 04:45:39 - mmengine - INFO - Epoch(train) [78][4400/5005] lr: 9.4977e-03 eta: 2 days, 7:52:30 time: 0.1821 data_time: 0.0032 loss: 1.6578 2023/03/25 04:45:57 - mmengine - INFO - Epoch(train) [78][4500/5005] lr: 9.4977e-03 eta: 2 days, 7:52:13 time: 0.1825 data_time: 0.0032 loss: 1.4023 2023/03/25 04:46:16 - mmengine - INFO - Epoch(train) [78][4600/5005] lr: 9.4977e-03 eta: 2 days, 7:51:55 time: 0.1806 data_time: 0.0034 loss: 1.6452 2023/03/25 04:46:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:46:34 - mmengine - INFO - Epoch(train) [78][4700/5005] lr: 9.4977e-03 eta: 2 days, 7:51:37 time: 0.1825 data_time: 0.0032 loss: 1.3819 2023/03/25 04:46:52 - mmengine - INFO - Epoch(train) [78][4800/5005] lr: 9.4977e-03 eta: 2 days, 7:51:19 time: 0.1825 data_time: 0.0032 loss: 1.6030 2023/03/25 04:47:12 - mmengine - INFO - Epoch(train) [78][4900/5005] lr: 9.4977e-03 eta: 2 days, 7:51:04 time: 0.1825 data_time: 0.0033 loss: 1.7216 2023/03/25 04:47:30 - mmengine - INFO - Epoch(train) [78][5000/5005] lr: 9.4977e-03 eta: 2 days, 7:50:46 time: 0.1785 data_time: 0.0040 loss: 1.4659 2023/03/25 04:47:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:47:31 - mmengine - INFO - Saving checkpoint at 78 epochs 2023/03/25 04:47:39 - mmengine - INFO - Epoch(val) [78][100/196] eta: 0:00:06 time: 0.0600 data_time: 0.0206 2023/03/25 04:48:08 - mmengine - INFO - Epoch(val) [78][196/196] accuracy/top1: 67.4600 accuracy/top5: 87.7380data_time: 0.0631 time: 0.0997 2023/03/25 04:48:28 - mmengine - INFO - Epoch(train) [79][ 100/5005] lr: 9.3078e-03 eta: 2 days, 7:50:32 time: 0.1809 data_time: 0.0032 loss: 1.7106 2023/03/25 04:48:46 - mmengine - INFO - Epoch(train) [79][ 200/5005] lr: 9.3078e-03 eta: 2 days, 7:50:14 time: 0.1822 data_time: 0.0033 loss: 1.4464 2023/03/25 04:49:05 - mmengine - INFO - Epoch(train) [79][ 300/5005] lr: 9.3078e-03 eta: 2 days, 7:49:57 time: 0.1810 data_time: 0.0033 loss: 1.5299 2023/03/25 04:49:23 - mmengine - INFO - Epoch(train) [79][ 400/5005] lr: 9.3078e-03 eta: 2 days, 7:49:39 time: 0.1812 data_time: 0.0032 loss: 1.6062 2023/03/25 04:49:41 - mmengine - INFO - Epoch(train) [79][ 500/5005] lr: 9.3078e-03 eta: 2 days, 7:49:21 time: 0.1823 data_time: 0.0033 loss: 1.7869 2023/03/25 04:49:59 - mmengine - INFO - Epoch(train) [79][ 600/5005] lr: 9.3078e-03 eta: 2 days, 7:49:03 time: 0.1817 data_time: 0.0032 loss: 1.6043 2023/03/25 04:50:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:50:18 - mmengine - INFO - Epoch(train) [79][ 700/5005] lr: 9.3078e-03 eta: 2 days, 7:48:45 time: 0.1807 data_time: 0.0032 loss: 1.7060 2023/03/25 04:50:36 - mmengine - INFO - Epoch(train) [79][ 800/5005] lr: 9.3078e-03 eta: 2 days, 7:48:26 time: 0.1812 data_time: 0.0032 loss: 1.5944 2023/03/25 04:50:55 - mmengine - INFO - Epoch(train) [79][ 900/5005] lr: 9.3078e-03 eta: 2 days, 7:48:09 time: 0.1795 data_time: 0.0032 loss: 1.5651 2023/03/25 04:51:14 - mmengine - INFO - Epoch(train) [79][1000/5005] lr: 9.3078e-03 eta: 2 days, 7:47:54 time: 0.1859 data_time: 0.0032 loss: 1.6974 2023/03/25 04:51:32 - mmengine - INFO - Epoch(train) [79][1100/5005] lr: 9.3078e-03 eta: 2 days, 7:47:36 time: 0.1827 data_time: 0.0032 loss: 1.6493 2023/03/25 04:51:51 - mmengine - INFO - Epoch(train) [79][1200/5005] lr: 9.3078e-03 eta: 2 days, 7:47:18 time: 0.1816 data_time: 0.0032 loss: 1.5859 2023/03/25 04:52:09 - mmengine - INFO - Epoch(train) [79][1300/5005] lr: 9.3078e-03 eta: 2 days, 7:47:01 time: 0.1804 data_time: 0.0032 loss: 1.6414 2023/03/25 04:52:27 - mmengine - INFO - Epoch(train) [79][1400/5005] lr: 9.3078e-03 eta: 2 days, 7:46:43 time: 0.1825 data_time: 0.0032 loss: 1.5823 2023/03/25 04:52:46 - mmengine - INFO - Epoch(train) [79][1500/5005] lr: 9.3078e-03 eta: 2 days, 7:46:25 time: 0.1826 data_time: 0.0032 loss: 1.5936 2023/03/25 04:53:04 - mmengine - INFO - Epoch(train) [79][1600/5005] lr: 9.3078e-03 eta: 2 days, 7:46:08 time: 0.1822 data_time: 0.0033 loss: 1.5249 2023/03/25 04:53:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:53:23 - mmengine - INFO - Epoch(train) [79][1700/5005] lr: 9.3078e-03 eta: 2 days, 7:45:50 time: 0.1810 data_time: 0.0033 loss: 1.3505 2023/03/25 04:53:41 - mmengine - INFO - Epoch(train) [79][1800/5005] lr: 9.3078e-03 eta: 2 days, 7:45:33 time: 0.1817 data_time: 0.0032 loss: 1.5502 2023/03/25 04:54:00 - mmengine - INFO - Epoch(train) [79][1900/5005] lr: 9.3078e-03 eta: 2 days, 7:45:18 time: 0.1822 data_time: 0.0032 loss: 1.5003 2023/03/25 04:54:19 - mmengine - INFO - Epoch(train) [79][2000/5005] lr: 9.3078e-03 eta: 2 days, 7:45:00 time: 0.1828 data_time: 0.0033 loss: 1.5102 2023/03/25 04:54:37 - mmengine - INFO - Epoch(train) [79][2100/5005] lr: 9.3078e-03 eta: 2 days, 7:44:42 time: 0.1822 data_time: 0.0032 loss: 1.8332 2023/03/25 04:54:55 - mmengine - INFO - Epoch(train) [79][2200/5005] lr: 9.3078e-03 eta: 2 days, 7:44:24 time: 0.1811 data_time: 0.0032 loss: 1.5655 2023/03/25 04:55:14 - mmengine - INFO - Epoch(train) [79][2300/5005] lr: 9.3078e-03 eta: 2 days, 7:44:07 time: 0.1817 data_time: 0.0034 loss: 1.5416 2023/03/25 04:55:32 - mmengine - INFO - Epoch(train) [79][2400/5005] lr: 9.3078e-03 eta: 2 days, 7:43:50 time: 0.1804 data_time: 0.0032 loss: 1.4544 2023/03/25 04:55:51 - mmengine - INFO - Epoch(train) [79][2500/5005] lr: 9.3078e-03 eta: 2 days, 7:43:32 time: 0.1844 data_time: 0.0032 loss: 1.7169 2023/03/25 04:56:09 - mmengine - INFO - Epoch(train) [79][2600/5005] lr: 9.3078e-03 eta: 2 days, 7:43:14 time: 0.1833 data_time: 0.0032 loss: 1.7345 2023/03/25 04:56:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:56:28 - mmengine - INFO - Epoch(train) [79][2700/5005] lr: 9.3078e-03 eta: 2 days, 7:42:57 time: 0.1830 data_time: 0.0033 loss: 1.6086 2023/03/25 04:56:47 - mmengine - INFO - Epoch(train) [79][2800/5005] lr: 9.3078e-03 eta: 2 days, 7:42:41 time: 0.2102 data_time: 0.0033 loss: 1.4869 2023/03/25 04:57:05 - mmengine - INFO - Epoch(train) [79][2900/5005] lr: 9.3078e-03 eta: 2 days, 7:42:24 time: 0.1805 data_time: 0.0033 loss: 1.4848 2023/03/25 04:57:24 - mmengine - INFO - Epoch(train) [79][3000/5005] lr: 9.3078e-03 eta: 2 days, 7:42:06 time: 0.1819 data_time: 0.0032 loss: 1.4667 2023/03/25 04:57:42 - mmengine - INFO - Epoch(train) [79][3100/5005] lr: 9.3078e-03 eta: 2 days, 7:41:48 time: 0.1819 data_time: 0.0032 loss: 1.6362 2023/03/25 04:58:01 - mmengine - INFO - Epoch(train) [79][3200/5005] lr: 9.3078e-03 eta: 2 days, 7:41:30 time: 0.1821 data_time: 0.0033 loss: 1.6716 2023/03/25 04:58:19 - mmengine - INFO - Epoch(train) [79][3300/5005] lr: 9.3078e-03 eta: 2 days, 7:41:12 time: 0.1822 data_time: 0.0033 loss: 1.4362 2023/03/25 04:58:37 - mmengine - INFO - Epoch(train) [79][3400/5005] lr: 9.3078e-03 eta: 2 days, 7:40:54 time: 0.1832 data_time: 0.0033 loss: 1.3237 2023/03/25 04:58:55 - mmengine - INFO - Epoch(train) [79][3500/5005] lr: 9.3078e-03 eta: 2 days, 7:40:36 time: 0.1815 data_time: 0.0033 loss: 1.3951 2023/03/25 04:59:14 - mmengine - INFO - Epoch(train) [79][3600/5005] lr: 9.3078e-03 eta: 2 days, 7:40:20 time: 0.1932 data_time: 0.0033 loss: 1.6464 2023/03/25 04:59:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 04:59:33 - mmengine - INFO - Epoch(train) [79][3700/5005] lr: 9.3078e-03 eta: 2 days, 7:40:03 time: 0.1829 data_time: 0.0033 loss: 1.2831 2023/03/25 04:59:51 - mmengine - INFO - Epoch(train) [79][3800/5005] lr: 9.3078e-03 eta: 2 days, 7:39:46 time: 0.1818 data_time: 0.0032 loss: 1.4642 2023/03/25 05:00:10 - mmengine - INFO - Epoch(train) [79][3900/5005] lr: 9.3078e-03 eta: 2 days, 7:39:28 time: 0.1812 data_time: 0.0033 loss: 1.5704 2023/03/25 05:00:28 - mmengine - INFO - Epoch(train) [79][4000/5005] lr: 9.3078e-03 eta: 2 days, 7:39:10 time: 0.1812 data_time: 0.0032 loss: 1.7826 2023/03/25 05:00:47 - mmengine - INFO - Epoch(train) [79][4100/5005] lr: 9.3078e-03 eta: 2 days, 7:38:52 time: 0.1830 data_time: 0.0032 loss: 1.5660 2023/03/25 05:01:05 - mmengine - INFO - Epoch(train) [79][4200/5005] lr: 9.3078e-03 eta: 2 days, 7:38:34 time: 0.1775 data_time: 0.0032 loss: 1.9022 2023/03/25 05:01:23 - mmengine - INFO - Epoch(train) [79][4300/5005] lr: 9.3078e-03 eta: 2 days, 7:38:17 time: 0.1820 data_time: 0.0033 loss: 1.4724 2023/03/25 05:01:42 - mmengine - INFO - Epoch(train) [79][4400/5005] lr: 9.3078e-03 eta: 2 days, 7:37:59 time: 0.1808 data_time: 0.0032 loss: 1.7465 2023/03/25 05:02:01 - mmengine - INFO - Epoch(train) [79][4500/5005] lr: 9.3078e-03 eta: 2 days, 7:37:43 time: 0.1802 data_time: 0.0033 loss: 1.5248 2023/03/25 05:02:19 - mmengine - INFO - Epoch(train) [79][4600/5005] lr: 9.3078e-03 eta: 2 days, 7:37:26 time: 0.1805 data_time: 0.0033 loss: 1.2633 2023/03/25 05:02:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:02:38 - mmengine - INFO - Epoch(train) [79][4700/5005] lr: 9.3078e-03 eta: 2 days, 7:37:08 time: 0.1809 data_time: 0.0035 loss: 1.4432 2023/03/25 05:02:56 - mmengine - INFO - Epoch(train) [79][4800/5005] lr: 9.3078e-03 eta: 2 days, 7:36:51 time: 0.1799 data_time: 0.0032 loss: 1.5418 2023/03/25 05:03:15 - mmengine - INFO - Epoch(train) [79][4900/5005] lr: 9.3078e-03 eta: 2 days, 7:36:34 time: 0.1833 data_time: 0.0032 loss: 1.6778 2023/03/25 05:03:33 - mmengine - INFO - Epoch(train) [79][5000/5005] lr: 9.3078e-03 eta: 2 days, 7:36:16 time: 0.1815 data_time: 0.0040 loss: 1.6395 2023/03/25 05:03:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:03:35 - mmengine - INFO - Saving checkpoint at 79 epochs 2023/03/25 05:03:42 - mmengine - INFO - Epoch(val) [79][100/196] eta: 0:00:06 time: 0.0634 data_time: 0.0233 2023/03/25 05:04:12 - mmengine - INFO - Epoch(val) [79][196/196] accuracy/top1: 67.2660 accuracy/top5: 87.7240data_time: 0.0645 time: 0.0997 2023/03/25 05:04:31 - mmengine - INFO - Epoch(train) [80][ 100/5005] lr: 9.1216e-03 eta: 2 days, 7:36:00 time: 0.1793 data_time: 0.0033 loss: 1.4531 2023/03/25 05:04:49 - mmengine - INFO - Epoch(train) [80][ 200/5005] lr: 9.1216e-03 eta: 2 days, 7:35:43 time: 0.1819 data_time: 0.0033 loss: 1.5161 2023/03/25 05:05:08 - mmengine - INFO - Epoch(train) [80][ 300/5005] lr: 9.1216e-03 eta: 2 days, 7:35:25 time: 0.1810 data_time: 0.0034 loss: 1.5242 2023/03/25 05:05:27 - mmengine - INFO - Epoch(train) [80][ 400/5005] lr: 9.1216e-03 eta: 2 days, 7:35:08 time: 0.2078 data_time: 0.0034 loss: 1.6423 2023/03/25 05:05:45 - mmengine - INFO - Epoch(train) [80][ 500/5005] lr: 9.1216e-03 eta: 2 days, 7:34:51 time: 0.1806 data_time: 0.0032 loss: 1.6273 2023/03/25 05:06:03 - mmengine - INFO - Epoch(train) [80][ 600/5005] lr: 9.1216e-03 eta: 2 days, 7:34:33 time: 0.1821 data_time: 0.0033 loss: 1.5237 2023/03/25 05:06:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:06:22 - mmengine - INFO - Epoch(train) [80][ 700/5005] lr: 9.1216e-03 eta: 2 days, 7:34:15 time: 0.1801 data_time: 0.0032 loss: 1.7404 2023/03/25 05:06:40 - mmengine - INFO - Epoch(train) [80][ 800/5005] lr: 9.1216e-03 eta: 2 days, 7:33:58 time: 0.2047 data_time: 0.0032 loss: 1.5260 2023/03/25 05:06:59 - mmengine - INFO - Epoch(train) [80][ 900/5005] lr: 9.1216e-03 eta: 2 days, 7:33:41 time: 0.1978 data_time: 0.0033 loss: 1.5100 2023/03/25 05:07:17 - mmengine - INFO - Epoch(train) [80][1000/5005] lr: 9.1216e-03 eta: 2 days, 7:33:24 time: 0.1813 data_time: 0.0033 loss: 1.6517 2023/03/25 05:07:36 - mmengine - INFO - Epoch(train) [80][1100/5005] lr: 9.1216e-03 eta: 2 days, 7:33:06 time: 0.1806 data_time: 0.0032 loss: 1.7284 2023/03/25 05:07:54 - mmengine - INFO - Epoch(train) [80][1200/5005] lr: 9.1216e-03 eta: 2 days, 7:32:48 time: 0.1810 data_time: 0.0032 loss: 1.5204 2023/03/25 05:08:13 - mmengine - INFO - Epoch(train) [80][1300/5005] lr: 9.1216e-03 eta: 2 days, 7:32:31 time: 0.1826 data_time: 0.0032 loss: 1.5711 2023/03/25 05:08:32 - mmengine - INFO - Epoch(train) [80][1400/5005] lr: 9.1216e-03 eta: 2 days, 7:32:14 time: 0.1825 data_time: 0.0033 loss: 1.3876 2023/03/25 05:08:50 - mmengine - INFO - Epoch(train) [80][1500/5005] lr: 9.1216e-03 eta: 2 days, 7:31:56 time: 0.1802 data_time: 0.0033 loss: 1.5839 2023/03/25 05:09:08 - mmengine - INFO - Epoch(train) [80][1600/5005] lr: 9.1216e-03 eta: 2 days, 7:31:39 time: 0.1828 data_time: 0.0032 loss: 1.3574 2023/03/25 05:09:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:09:27 - mmengine - INFO - Epoch(train) [80][1700/5005] lr: 9.1216e-03 eta: 2 days, 7:31:22 time: 0.1818 data_time: 0.0033 loss: 1.3620 2023/03/25 05:09:46 - mmengine - INFO - Epoch(train) [80][1800/5005] lr: 9.1216e-03 eta: 2 days, 7:31:05 time: 0.1816 data_time: 0.0033 loss: 1.4742 2023/03/25 05:10:04 - mmengine - INFO - Epoch(train) [80][1900/5005] lr: 9.1216e-03 eta: 2 days, 7:30:47 time: 0.1820 data_time: 0.0033 loss: 1.4597 2023/03/25 05:10:23 - mmengine - INFO - Epoch(train) [80][2000/5005] lr: 9.1216e-03 eta: 2 days, 7:30:29 time: 0.1829 data_time: 0.0033 loss: 1.5025 2023/03/25 05:10:41 - mmengine - INFO - Epoch(train) [80][2100/5005] lr: 9.1216e-03 eta: 2 days, 7:30:12 time: 0.1806 data_time: 0.0032 loss: 1.5580 2023/03/25 05:10:59 - mmengine - INFO - Epoch(train) [80][2200/5005] lr: 9.1216e-03 eta: 2 days, 7:29:54 time: 0.1808 data_time: 0.0033 loss: 1.5826 2023/03/25 05:11:18 - mmengine - INFO - Epoch(train) [80][2300/5005] lr: 9.1216e-03 eta: 2 days, 7:29:38 time: 0.1833 data_time: 0.0034 loss: 1.5825 2023/03/25 05:11:37 - mmengine - INFO - Epoch(train) [80][2400/5005] lr: 9.1216e-03 eta: 2 days, 7:29:20 time: 0.1828 data_time: 0.0035 loss: 1.5499 2023/03/25 05:11:55 - mmengine - INFO - Epoch(train) [80][2500/5005] lr: 9.1216e-03 eta: 2 days, 7:29:03 time: 0.1816 data_time: 0.0033 loss: 1.6568 2023/03/25 05:12:14 - mmengine - INFO - Epoch(train) [80][2600/5005] lr: 9.1216e-03 eta: 2 days, 7:28:45 time: 0.1852 data_time: 0.0034 loss: 1.5280 2023/03/25 05:12:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:12:32 - mmengine - INFO - Epoch(train) [80][2700/5005] lr: 9.1216e-03 eta: 2 days, 7:28:27 time: 0.1812 data_time: 0.0033 loss: 1.4192 2023/03/25 05:12:51 - mmengine - INFO - Epoch(train) [80][2800/5005] lr: 9.1216e-03 eta: 2 days, 7:28:10 time: 0.1828 data_time: 0.0035 loss: 1.4514 2023/03/25 05:13:09 - mmengine - INFO - Epoch(train) [80][2900/5005] lr: 9.1216e-03 eta: 2 days, 7:27:52 time: 0.1822 data_time: 0.0033 loss: 1.8214 2023/03/25 05:13:27 - mmengine - INFO - Epoch(train) [80][3000/5005] lr: 9.1216e-03 eta: 2 days, 7:27:35 time: 0.1815 data_time: 0.0032 loss: 1.4949 2023/03/25 05:13:46 - mmengine - INFO - Epoch(train) [80][3100/5005] lr: 9.1216e-03 eta: 2 days, 7:27:18 time: 0.1814 data_time: 0.0033 loss: 1.8333 2023/03/25 05:14:05 - mmengine - INFO - Epoch(train) [80][3200/5005] lr: 9.1216e-03 eta: 2 days, 7:27:01 time: 0.1813 data_time: 0.0033 loss: 1.5778 2023/03/25 05:14:23 - mmengine - INFO - Epoch(train) [80][3300/5005] lr: 9.1216e-03 eta: 2 days, 7:26:44 time: 0.1821 data_time: 0.0032 loss: 1.4903 2023/03/25 05:14:42 - mmengine - INFO - Epoch(train) [80][3400/5005] lr: 9.1216e-03 eta: 2 days, 7:26:26 time: 0.1797 data_time: 0.0033 loss: 1.5469 2023/03/25 05:15:00 - mmengine - INFO - Epoch(train) [80][3500/5005] lr: 9.1216e-03 eta: 2 days, 7:26:08 time: 0.1816 data_time: 0.0033 loss: 1.5237 2023/03/25 05:15:19 - mmengine - INFO - Epoch(train) [80][3600/5005] lr: 9.1216e-03 eta: 2 days, 7:25:51 time: 0.1829 data_time: 0.0033 loss: 1.4718 2023/03/25 05:15:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:15:38 - mmengine - INFO - Epoch(train) [80][3700/5005] lr: 9.1216e-03 eta: 2 days, 7:25:34 time: 0.1822 data_time: 0.0032 loss: 1.6171 2023/03/25 05:15:56 - mmengine - INFO - Epoch(train) [80][3800/5005] lr: 9.1216e-03 eta: 2 days, 7:25:17 time: 0.1845 data_time: 0.0033 loss: 1.7143 2023/03/25 05:16:14 - mmengine - INFO - Epoch(train) [80][3900/5005] lr: 9.1216e-03 eta: 2 days, 7:24:59 time: 0.1809 data_time: 0.0033 loss: 1.6329 2023/03/25 05:16:33 - mmengine - INFO - Epoch(train) [80][4000/5005] lr: 9.1216e-03 eta: 2 days, 7:24:42 time: 0.1823 data_time: 0.0036 loss: 1.7552 2023/03/25 05:16:52 - mmengine - INFO - Epoch(train) [80][4100/5005] lr: 9.1216e-03 eta: 2 days, 7:24:25 time: 0.2048 data_time: 0.0033 loss: 1.3889 2023/03/25 05:17:10 - mmengine - INFO - Epoch(train) [80][4200/5005] lr: 9.1216e-03 eta: 2 days, 7:24:07 time: 0.1826 data_time: 0.0033 loss: 1.5578 2023/03/25 05:17:28 - mmengine - INFO - Epoch(train) [80][4300/5005] lr: 9.1216e-03 eta: 2 days, 7:23:50 time: 0.1809 data_time: 0.0033 loss: 1.5447 2023/03/25 05:17:47 - mmengine - INFO - Epoch(train) [80][4400/5005] lr: 9.1216e-03 eta: 2 days, 7:23:32 time: 0.1824 data_time: 0.0033 loss: 1.3200 2023/03/25 05:18:06 - mmengine - INFO - Epoch(train) [80][4500/5005] lr: 9.1216e-03 eta: 2 days, 7:23:15 time: 0.1810 data_time: 0.0033 loss: 1.5653 2023/03/25 05:18:24 - mmengine - INFO - Epoch(train) [80][4600/5005] lr: 9.1216e-03 eta: 2 days, 7:22:57 time: 0.1814 data_time: 0.0033 loss: 1.4335 2023/03/25 05:18:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:18:43 - mmengine - INFO - Epoch(train) [80][4700/5005] lr: 9.1216e-03 eta: 2 days, 7:22:40 time: 0.1806 data_time: 0.0033 loss: 1.6455 2023/03/25 05:19:01 - mmengine - INFO - Epoch(train) [80][4800/5005] lr: 9.1216e-03 eta: 2 days, 7:22:23 time: 0.1819 data_time: 0.0033 loss: 1.5731 2023/03/25 05:19:19 - mmengine - INFO - Epoch(train) [80][4900/5005] lr: 9.1216e-03 eta: 2 days, 7:22:05 time: 0.1832 data_time: 0.0033 loss: 1.4315 2023/03/25 05:19:38 - mmengine - INFO - Epoch(train) [80][5000/5005] lr: 9.1216e-03 eta: 2 days, 7:21:48 time: 0.1797 data_time: 0.0042 loss: 1.4716 2023/03/25 05:19:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:19:39 - mmengine - INFO - Saving checkpoint at 80 epochs 2023/03/25 05:19:47 - mmengine - INFO - Epoch(val) [80][100/196] eta: 0:00:06 time: 0.0595 data_time: 0.0202 2023/03/25 05:20:16 - mmengine - INFO - Epoch(val) [80][196/196] accuracy/top1: 67.4680 accuracy/top5: 87.8020data_time: 0.0652 time: 0.1020 2023/03/25 05:20:36 - mmengine - INFO - Epoch(train) [81][ 100/5005] lr: 8.9392e-03 eta: 2 days, 7:21:33 time: 0.1808 data_time: 0.0034 loss: 1.5456 2023/03/25 05:20:54 - mmengine - INFO - Epoch(train) [81][ 200/5005] lr: 8.9392e-03 eta: 2 days, 7:21:15 time: 0.1814 data_time: 0.0033 loss: 1.6577 2023/03/25 05:21:13 - mmengine - INFO - Epoch(train) [81][ 300/5005] lr: 8.9392e-03 eta: 2 days, 7:20:58 time: 0.2067 data_time: 0.0033 loss: 1.6642 2023/03/25 05:21:31 - mmengine - INFO - Epoch(train) [81][ 400/5005] lr: 8.9392e-03 eta: 2 days, 7:20:41 time: 0.1808 data_time: 0.0033 loss: 1.5993 2023/03/25 05:21:49 - mmengine - INFO - Epoch(train) [81][ 500/5005] lr: 8.9392e-03 eta: 2 days, 7:20:22 time: 0.1811 data_time: 0.0033 loss: 1.6281 2023/03/25 05:22:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:22:08 - mmengine - INFO - Epoch(train) [81][ 600/5005] lr: 8.9392e-03 eta: 2 days, 7:20:04 time: 0.1819 data_time: 0.0034 loss: 1.5906 2023/03/25 05:22:26 - mmengine - INFO - Epoch(train) [81][ 700/5005] lr: 8.9392e-03 eta: 2 days, 7:19:47 time: 0.1803 data_time: 0.0033 loss: 1.6543 2023/03/25 05:22:45 - mmengine - INFO - Epoch(train) [81][ 800/5005] lr: 8.9392e-03 eta: 2 days, 7:19:30 time: 0.1802 data_time: 0.0033 loss: 1.5141 2023/03/25 05:23:03 - mmengine - INFO - Epoch(train) [81][ 900/5005] lr: 8.9392e-03 eta: 2 days, 7:19:12 time: 0.1984 data_time: 0.0033 loss: 1.5044 2023/03/25 05:23:22 - mmengine - INFO - Epoch(train) [81][1000/5005] lr: 8.9392e-03 eta: 2 days, 7:18:56 time: 0.1802 data_time: 0.0033 loss: 1.6200 2023/03/25 05:23:40 - mmengine - INFO - Epoch(train) [81][1100/5005] lr: 8.9392e-03 eta: 2 days, 7:18:38 time: 0.1811 data_time: 0.0033 loss: 1.6404 2023/03/25 05:23:59 - mmengine - INFO - Epoch(train) [81][1200/5005] lr: 8.9392e-03 eta: 2 days, 7:18:20 time: 0.1822 data_time: 0.0033 loss: 1.5577 2023/03/25 05:24:17 - mmengine - INFO - Epoch(train) [81][1300/5005] lr: 8.9392e-03 eta: 2 days, 7:18:03 time: 0.2043 data_time: 0.0033 loss: 1.7489 2023/03/25 05:24:36 - mmengine - INFO - Epoch(train) [81][1400/5005] lr: 8.9392e-03 eta: 2 days, 7:17:45 time: 0.1814 data_time: 0.0034 loss: 1.5531 2023/03/25 05:24:54 - mmengine - INFO - Epoch(train) [81][1500/5005] lr: 8.9392e-03 eta: 2 days, 7:17:27 time: 0.1812 data_time: 0.0033 loss: 1.9378 2023/03/25 05:25:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:25:12 - mmengine - INFO - Epoch(train) [81][1600/5005] lr: 8.9392e-03 eta: 2 days, 7:17:09 time: 0.1811 data_time: 0.0034 loss: 1.4436 2023/03/25 05:25:31 - mmengine - INFO - Epoch(train) [81][1700/5005] lr: 8.9392e-03 eta: 2 days, 7:16:52 time: 0.1810 data_time: 0.0033 loss: 1.6635 2023/03/25 05:25:49 - mmengine - INFO - Epoch(train) [81][1800/5005] lr: 8.9392e-03 eta: 2 days, 7:16:34 time: 0.1814 data_time: 0.0033 loss: 1.7487 2023/03/25 05:26:08 - mmengine - INFO - Epoch(train) [81][1900/5005] lr: 8.9392e-03 eta: 2 days, 7:16:18 time: 0.1823 data_time: 0.0033 loss: 1.5479 2023/03/25 05:26:27 - mmengine - INFO - Epoch(train) [81][2000/5005] lr: 8.9392e-03 eta: 2 days, 7:16:00 time: 0.1812 data_time: 0.0033 loss: 1.5011 2023/03/25 05:26:45 - mmengine - INFO - Epoch(train) [81][2100/5005] lr: 8.9392e-03 eta: 2 days, 7:15:42 time: 0.1821 data_time: 0.0033 loss: 1.4312 2023/03/25 05:27:04 - mmengine - INFO - Epoch(train) [81][2200/5005] lr: 8.9392e-03 eta: 2 days, 7:15:25 time: 0.1808 data_time: 0.0035 loss: 1.7150 2023/03/25 05:27:22 - mmengine - INFO - Epoch(train) [81][2300/5005] lr: 8.9392e-03 eta: 2 days, 7:15:08 time: 0.1814 data_time: 0.0034 loss: 1.6020 2023/03/25 05:27:41 - mmengine - INFO - Epoch(train) [81][2400/5005] lr: 8.9392e-03 eta: 2 days, 7:14:50 time: 0.1818 data_time: 0.0033 loss: 1.4467 2023/03/25 05:27:59 - mmengine - INFO - Epoch(train) [81][2500/5005] lr: 8.9392e-03 eta: 2 days, 7:14:32 time: 0.1810 data_time: 0.0033 loss: 1.7503 2023/03/25 05:28:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:28:17 - mmengine - INFO - Epoch(train) [81][2600/5005] lr: 8.9392e-03 eta: 2 days, 7:14:14 time: 0.2010 data_time: 0.0032 loss: 1.5408 2023/03/25 05:28:36 - mmengine - INFO - Epoch(train) [81][2700/5005] lr: 8.9392e-03 eta: 2 days, 7:13:57 time: 0.1799 data_time: 0.0035 loss: 1.4162 2023/03/25 05:28:54 - mmengine - INFO - Epoch(train) [81][2800/5005] lr: 8.9392e-03 eta: 2 days, 7:13:40 time: 0.1828 data_time: 0.0033 loss: 1.5893 2023/03/25 05:29:13 - mmengine - INFO - Epoch(train) [81][2900/5005] lr: 8.9392e-03 eta: 2 days, 7:13:22 time: 0.1803 data_time: 0.0034 loss: 1.4772 2023/03/25 05:29:31 - mmengine - INFO - Epoch(train) [81][3000/5005] lr: 8.9392e-03 eta: 2 days, 7:13:04 time: 0.1802 data_time: 0.0035 loss: 1.3636 2023/03/25 05:29:50 - mmengine - INFO - Epoch(train) [81][3100/5005] lr: 8.9392e-03 eta: 2 days, 7:12:47 time: 0.1997 data_time: 0.0033 loss: 1.4796 2023/03/25 05:30:08 - mmengine - INFO - Epoch(train) [81][3200/5005] lr: 8.9392e-03 eta: 2 days, 7:12:29 time: 0.1823 data_time: 0.0033 loss: 1.5094 2023/03/25 05:30:27 - mmengine - INFO - Epoch(train) [81][3300/5005] lr: 8.9392e-03 eta: 2 days, 7:12:11 time: 0.1803 data_time: 0.0034 loss: 1.5446 2023/03/25 05:30:45 - mmengine - INFO - Epoch(train) [81][3400/5005] lr: 8.9392e-03 eta: 2 days, 7:11:53 time: 0.1819 data_time: 0.0034 loss: 1.6801 2023/03/25 05:31:03 - mmengine - INFO - Epoch(train) [81][3500/5005] lr: 8.9392e-03 eta: 2 days, 7:11:35 time: 0.1797 data_time: 0.0035 loss: 1.6100 2023/03/25 05:31:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:31:22 - mmengine - INFO - Epoch(train) [81][3600/5005] lr: 8.9392e-03 eta: 2 days, 7:11:20 time: 0.1932 data_time: 0.0033 loss: 1.5686 2023/03/25 05:31:41 - mmengine - INFO - Epoch(train) [81][3700/5005] lr: 8.9392e-03 eta: 2 days, 7:11:02 time: 0.1806 data_time: 0.0035 loss: 1.5896 2023/03/25 05:31:59 - mmengine - INFO - Epoch(train) [81][3800/5005] lr: 8.9392e-03 eta: 2 days, 7:10:44 time: 0.1821 data_time: 0.0033 loss: 1.6074 2023/03/25 05:32:17 - mmengine - INFO - Epoch(train) [81][3900/5005] lr: 8.9392e-03 eta: 2 days, 7:10:26 time: 0.1815 data_time: 0.0033 loss: 1.3954 2023/03/25 05:32:36 - mmengine - INFO - Epoch(train) [81][4000/5005] lr: 8.9392e-03 eta: 2 days, 7:10:09 time: 0.1813 data_time: 0.0034 loss: 1.5539 2023/03/25 05:32:54 - mmengine - INFO - Epoch(train) [81][4100/5005] lr: 8.9392e-03 eta: 2 days, 7:09:51 time: 0.1831 data_time: 0.0033 loss: 1.3932 2023/03/25 05:33:13 - mmengine - INFO - Epoch(train) [81][4200/5005] lr: 8.9392e-03 eta: 2 days, 7:09:33 time: 0.1829 data_time: 0.0035 loss: 1.5011 2023/03/25 05:33:31 - mmengine - INFO - Epoch(train) [81][4300/5005] lr: 8.9392e-03 eta: 2 days, 7:09:16 time: 0.1801 data_time: 0.0033 loss: 1.5706 2023/03/25 05:33:50 - mmengine - INFO - Epoch(train) [81][4400/5005] lr: 8.9392e-03 eta: 2 days, 7:08:58 time: 0.1826 data_time: 0.0034 loss: 1.4764 2023/03/25 05:34:09 - mmengine - INFO - Epoch(train) [81][4500/5005] lr: 8.9392e-03 eta: 2 days, 7:08:42 time: 0.1819 data_time: 0.0034 loss: 1.6924 2023/03/25 05:34:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:34:27 - mmengine - INFO - Epoch(train) [81][4600/5005] lr: 8.9392e-03 eta: 2 days, 7:08:24 time: 0.1822 data_time: 0.0034 loss: 1.7311 2023/03/25 05:34:46 - mmengine - INFO - Epoch(train) [81][4700/5005] lr: 8.9392e-03 eta: 2 days, 7:08:07 time: 0.1840 data_time: 0.0034 loss: 1.6742 2023/03/25 05:35:04 - mmengine - INFO - Epoch(train) [81][4800/5005] lr: 8.9392e-03 eta: 2 days, 7:07:49 time: 0.1809 data_time: 0.0033 loss: 1.6495 2023/03/25 05:35:22 - mmengine - INFO - Epoch(train) [81][4900/5005] lr: 8.9392e-03 eta: 2 days, 7:07:31 time: 0.1795 data_time: 0.0035 loss: 1.5320 2023/03/25 05:35:41 - mmengine - INFO - Epoch(train) [81][5000/5005] lr: 8.9392e-03 eta: 2 days, 7:07:14 time: 0.1805 data_time: 0.0040 loss: 1.5204 2023/03/25 05:35:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:35:42 - mmengine - INFO - Saving checkpoint at 81 epochs 2023/03/25 05:35:50 - mmengine - INFO - Epoch(val) [81][100/196] eta: 0:00:06 time: 0.0600 data_time: 0.0218 2023/03/25 05:36:19 - mmengine - INFO - Epoch(val) [81][196/196] accuracy/top1: 67.6840 accuracy/top5: 87.9180data_time: 0.0663 time: 0.1009 2023/03/25 05:36:39 - mmengine - INFO - Epoch(train) [82][ 100/5005] lr: 8.7604e-03 eta: 2 days, 7:06:59 time: 0.1815 data_time: 0.0033 loss: 1.3526 2023/03/25 05:36:57 - mmengine - INFO - Epoch(train) [82][ 200/5005] lr: 8.7604e-03 eta: 2 days, 7:06:41 time: 0.1791 data_time: 0.0032 loss: 1.3440 2023/03/25 05:37:15 - mmengine - INFO - Epoch(train) [82][ 300/5005] lr: 8.7604e-03 eta: 2 days, 7:06:23 time: 0.1818 data_time: 0.0035 loss: 1.7066 2023/03/25 05:37:34 - mmengine - INFO - Epoch(train) [82][ 400/5005] lr: 8.7604e-03 eta: 2 days, 7:06:06 time: 0.1814 data_time: 0.0036 loss: 1.5190 2023/03/25 05:37:53 - mmengine - INFO - Epoch(train) [82][ 500/5005] lr: 8.7604e-03 eta: 2 days, 7:05:50 time: 0.1806 data_time: 0.0033 loss: 1.7196 2023/03/25 05:38:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:38:11 - mmengine - INFO - Epoch(train) [82][ 600/5005] lr: 8.7604e-03 eta: 2 days, 7:05:32 time: 0.1794 data_time: 0.0033 loss: 1.6619 2023/03/25 05:38:30 - mmengine - INFO - Epoch(train) [82][ 700/5005] lr: 8.7604e-03 eta: 2 days, 7:05:14 time: 0.1820 data_time: 0.0034 loss: 1.5181 2023/03/25 05:38:48 - mmengine - INFO - Epoch(train) [82][ 800/5005] lr: 8.7604e-03 eta: 2 days, 7:04:56 time: 0.1813 data_time: 0.0033 loss: 1.6838 2023/03/25 05:39:06 - mmengine - INFO - Epoch(train) [82][ 900/5005] lr: 8.7604e-03 eta: 2 days, 7:04:38 time: 0.1800 data_time: 0.0033 loss: 1.6042 2023/03/25 05:39:25 - mmengine - INFO - Epoch(train) [82][1000/5005] lr: 8.7604e-03 eta: 2 days, 7:04:21 time: 0.1823 data_time: 0.0033 loss: 1.7061 2023/03/25 05:39:44 - mmengine - INFO - Epoch(train) [82][1100/5005] lr: 8.7604e-03 eta: 2 days, 7:04:03 time: 0.1823 data_time: 0.0033 loss: 1.4136 2023/03/25 05:40:02 - mmengine - INFO - Epoch(train) [82][1200/5005] lr: 8.7604e-03 eta: 2 days, 7:03:45 time: 0.1848 data_time: 0.0033 loss: 1.5464 2023/03/25 05:40:20 - mmengine - INFO - Epoch(train) [82][1300/5005] lr: 8.7604e-03 eta: 2 days, 7:03:28 time: 0.1826 data_time: 0.0033 loss: 1.5231 2023/03/25 05:40:39 - mmengine - INFO - Epoch(train) [82][1400/5005] lr: 8.7604e-03 eta: 2 days, 7:03:11 time: 0.1826 data_time: 0.0033 loss: 1.7044 2023/03/25 05:40:58 - mmengine - INFO - Epoch(train) [82][1500/5005] lr: 8.7604e-03 eta: 2 days, 7:02:54 time: 0.1825 data_time: 0.0033 loss: 1.5616 2023/03/25 05:41:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:41:16 - mmengine - INFO - Epoch(train) [82][1600/5005] lr: 8.7604e-03 eta: 2 days, 7:02:36 time: 0.1795 data_time: 0.0033 loss: 1.5796 2023/03/25 05:41:35 - mmengine - INFO - Epoch(train) [82][1700/5005] lr: 8.7604e-03 eta: 2 days, 7:02:18 time: 0.1948 data_time: 0.0034 loss: 1.5740 2023/03/25 05:41:53 - mmengine - INFO - Epoch(train) [82][1800/5005] lr: 8.7604e-03 eta: 2 days, 7:02:00 time: 0.1809 data_time: 0.0033 loss: 1.7264 2023/03/25 05:42:11 - mmengine - INFO - Epoch(train) [82][1900/5005] lr: 8.7604e-03 eta: 2 days, 7:01:42 time: 0.1822 data_time: 0.0035 loss: 1.5898 2023/03/25 05:42:30 - mmengine - INFO - Epoch(train) [82][2000/5005] lr: 8.7604e-03 eta: 2 days, 7:01:25 time: 0.1824 data_time: 0.0033 loss: 1.5331 2023/03/25 05:42:48 - mmengine - INFO - Epoch(train) [82][2100/5005] lr: 8.7604e-03 eta: 2 days, 7:01:07 time: 0.1812 data_time: 0.0033 loss: 1.8197 2023/03/25 05:43:06 - mmengine - INFO - Epoch(train) [82][2200/5005] lr: 8.7604e-03 eta: 2 days, 7:00:49 time: 0.1814 data_time: 0.0033 loss: 1.4462 2023/03/25 05:43:25 - mmengine - INFO - Epoch(train) [82][2300/5005] lr: 8.7604e-03 eta: 2 days, 7:00:33 time: 0.1809 data_time: 0.0033 loss: 1.5695 2023/03/25 05:43:44 - mmengine - INFO - Epoch(train) [82][2400/5005] lr: 8.7604e-03 eta: 2 days, 7:00:16 time: 0.1825 data_time: 0.0033 loss: 1.7889 2023/03/25 05:44:02 - mmengine - INFO - Epoch(train) [82][2500/5005] lr: 8.7604e-03 eta: 2 days, 6:59:58 time: 0.1834 data_time: 0.0033 loss: 1.7362 2023/03/25 05:44:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:44:21 - mmengine - INFO - Epoch(train) [82][2600/5005] lr: 8.7604e-03 eta: 2 days, 6:59:40 time: 0.1815 data_time: 0.0036 loss: 1.7103 2023/03/25 05:44:39 - mmengine - INFO - Epoch(train) [82][2700/5005] lr: 8.7604e-03 eta: 2 days, 6:59:22 time: 0.1808 data_time: 0.0033 loss: 1.4036 2023/03/25 05:44:57 - mmengine - INFO - Epoch(train) [82][2800/5005] lr: 8.7604e-03 eta: 2 days, 6:59:04 time: 0.1818 data_time: 0.0032 loss: 1.7327 2023/03/25 05:45:16 - mmengine - INFO - Epoch(train) [82][2900/5005] lr: 8.7604e-03 eta: 2 days, 6:58:47 time: 0.1842 data_time: 0.0033 loss: 1.4381 2023/03/25 05:45:34 - mmengine - INFO - Epoch(train) [82][3000/5005] lr: 8.7604e-03 eta: 2 days, 6:58:29 time: 0.1807 data_time: 0.0033 loss: 1.5230 2023/03/25 05:45:53 - mmengine - INFO - Epoch(train) [82][3100/5005] lr: 8.7604e-03 eta: 2 days, 6:58:11 time: 0.1820 data_time: 0.0033 loss: 1.6006 2023/03/25 05:46:12 - mmengine - INFO - Epoch(train) [82][3200/5005] lr: 8.7604e-03 eta: 2 days, 6:57:56 time: 0.1802 data_time: 0.0033 loss: 1.4889 2023/03/25 05:46:30 - mmengine - INFO - Epoch(train) [82][3300/5005] lr: 8.7604e-03 eta: 2 days, 6:57:38 time: 0.1823 data_time: 0.0033 loss: 1.5060 2023/03/25 05:46:49 - mmengine - INFO - Epoch(train) [82][3400/5005] lr: 8.7604e-03 eta: 2 days, 6:57:20 time: 0.1820 data_time: 0.0033 loss: 1.5553 2023/03/25 05:47:07 - mmengine - INFO - Epoch(train) [82][3500/5005] lr: 8.7604e-03 eta: 2 days, 6:57:02 time: 0.1810 data_time: 0.0033 loss: 1.4875 2023/03/25 05:47:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:47:26 - mmengine - INFO - Epoch(train) [82][3600/5005] lr: 8.7604e-03 eta: 2 days, 6:56:45 time: 0.1820 data_time: 0.0033 loss: 1.5483 2023/03/25 05:47:44 - mmengine - INFO - Epoch(train) [82][3700/5005] lr: 8.7604e-03 eta: 2 days, 6:56:27 time: 0.1825 data_time: 0.0033 loss: 1.7845 2023/03/25 05:48:03 - mmengine - INFO - Epoch(train) [82][3800/5005] lr: 8.7604e-03 eta: 2 days, 6:56:10 time: 0.1826 data_time: 0.0033 loss: 1.7372 2023/03/25 05:48:21 - mmengine - INFO - Epoch(train) [82][3900/5005] lr: 8.7604e-03 eta: 2 days, 6:55:52 time: 0.1803 data_time: 0.0033 loss: 1.5307 2023/03/25 05:48:39 - mmengine - INFO - Epoch(train) [82][4000/5005] lr: 8.7604e-03 eta: 2 days, 6:55:34 time: 0.1799 data_time: 0.0033 loss: 1.5506 2023/03/25 05:48:58 - mmengine - INFO - Epoch(train) [82][4100/5005] lr: 8.7604e-03 eta: 2 days, 6:55:18 time: 0.2039 data_time: 0.0032 loss: 1.5200 2023/03/25 05:49:17 - mmengine - INFO - Epoch(train) [82][4200/5005] lr: 8.7604e-03 eta: 2 days, 6:55:00 time: 0.1824 data_time: 0.0033 loss: 1.6210 2023/03/25 05:49:35 - mmengine - INFO - Epoch(train) [82][4300/5005] lr: 8.7604e-03 eta: 2 days, 6:54:43 time: 0.1962 data_time: 0.0033 loss: 1.4167 2023/03/25 05:49:54 - mmengine - INFO - Epoch(train) [82][4400/5005] lr: 8.7604e-03 eta: 2 days, 6:54:25 time: 0.1827 data_time: 0.0033 loss: 1.6069 2023/03/25 05:50:12 - mmengine - INFO - Epoch(train) [82][4500/5005] lr: 8.7604e-03 eta: 2 days, 6:54:07 time: 0.1833 data_time: 0.0033 loss: 1.6305 2023/03/25 05:50:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:50:31 - mmengine - INFO - Epoch(train) [82][4600/5005] lr: 8.7604e-03 eta: 2 days, 6:53:50 time: 0.1829 data_time: 0.0033 loss: 1.6392 2023/03/25 05:50:49 - mmengine - INFO - Epoch(train) [82][4700/5005] lr: 8.7604e-03 eta: 2 days, 6:53:33 time: 0.1810 data_time: 0.0033 loss: 1.4950 2023/03/25 05:51:08 - mmengine - INFO - Epoch(train) [82][4800/5005] lr: 8.7604e-03 eta: 2 days, 6:53:15 time: 0.1824 data_time: 0.0033 loss: 1.6621 2023/03/25 05:51:26 - mmengine - INFO - Epoch(train) [82][4900/5005] lr: 8.7604e-03 eta: 2 days, 6:52:57 time: 0.1819 data_time: 0.0033 loss: 1.5794 2023/03/25 05:51:45 - mmengine - INFO - Epoch(train) [82][5000/5005] lr: 8.7604e-03 eta: 2 days, 6:52:40 time: 0.1811 data_time: 0.0040 loss: 1.6808 2023/03/25 05:51:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:51:46 - mmengine - INFO - Saving checkpoint at 82 epochs 2023/03/25 05:51:54 - mmengine - INFO - Epoch(val) [82][100/196] eta: 0:00:06 time: 0.0598 data_time: 0.0198 2023/03/25 05:52:22 - mmengine - INFO - Epoch(val) [82][196/196] accuracy/top1: 67.1720 accuracy/top5: 87.6900data_time: 0.0649 time: 0.0988 2023/03/25 05:52:42 - mmengine - INFO - Epoch(train) [83][ 100/5005] lr: 8.5852e-03 eta: 2 days, 6:52:25 time: 0.1822 data_time: 0.0033 loss: 1.4143 2023/03/25 05:53:01 - mmengine - INFO - Epoch(train) [83][ 200/5005] lr: 8.5852e-03 eta: 2 days, 6:52:08 time: 0.1990 data_time: 0.0035 loss: 1.4437 2023/03/25 05:53:19 - mmengine - INFO - Epoch(train) [83][ 300/5005] lr: 8.5852e-03 eta: 2 days, 6:51:50 time: 0.1813 data_time: 0.0034 loss: 1.3985 2023/03/25 05:53:37 - mmengine - INFO - Epoch(train) [83][ 400/5005] lr: 8.5852e-03 eta: 2 days, 6:51:32 time: 0.1810 data_time: 0.0035 loss: 1.6110 2023/03/25 05:53:56 - mmengine - INFO - Epoch(train) [83][ 500/5005] lr: 8.5852e-03 eta: 2 days, 6:51:14 time: 0.1799 data_time: 0.0033 loss: 1.6445 2023/03/25 05:54:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:54:14 - mmengine - INFO - Epoch(train) [83][ 600/5005] lr: 8.5852e-03 eta: 2 days, 6:50:56 time: 0.1822 data_time: 0.0034 loss: 1.7199 2023/03/25 05:54:33 - mmengine - INFO - Epoch(train) [83][ 700/5005] lr: 8.5852e-03 eta: 2 days, 6:50:39 time: 0.1811 data_time: 0.0033 loss: 1.5108 2023/03/25 05:54:51 - mmengine - INFO - Epoch(train) [83][ 800/5005] lr: 8.5852e-03 eta: 2 days, 6:50:21 time: 0.1814 data_time: 0.0033 loss: 1.5477 2023/03/25 05:55:10 - mmengine - INFO - Epoch(train) [83][ 900/5005] lr: 8.5852e-03 eta: 2 days, 6:50:04 time: 0.1840 data_time: 0.0033 loss: 1.2759 2023/03/25 05:55:28 - mmengine - INFO - Epoch(train) [83][1000/5005] lr: 8.5852e-03 eta: 2 days, 6:49:46 time: 0.1783 data_time: 0.0033 loss: 1.5999 2023/03/25 05:55:47 - mmengine - INFO - Epoch(train) [83][1100/5005] lr: 8.5852e-03 eta: 2 days, 6:49:29 time: 0.1817 data_time: 0.0033 loss: 1.8030 2023/03/25 05:56:05 - mmengine - INFO - Epoch(train) [83][1200/5005] lr: 8.5852e-03 eta: 2 days, 6:49:11 time: 0.1794 data_time: 0.0033 loss: 1.5647 2023/03/25 05:56:23 - mmengine - INFO - Epoch(train) [83][1300/5005] lr: 8.5852e-03 eta: 2 days, 6:48:53 time: 0.1824 data_time: 0.0034 loss: 1.5226 2023/03/25 05:56:42 - mmengine - INFO - Epoch(train) [83][1400/5005] lr: 8.5852e-03 eta: 2 days, 6:48:36 time: 0.1830 data_time: 0.0033 loss: 1.4543 2023/03/25 05:57:00 - mmengine - INFO - Epoch(train) [83][1500/5005] lr: 8.5852e-03 eta: 2 days, 6:48:18 time: 0.1844 data_time: 0.0033 loss: 1.3657 2023/03/25 05:57:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 05:57:19 - mmengine - INFO - Epoch(train) [83][1600/5005] lr: 8.5852e-03 eta: 2 days, 6:48:01 time: 0.1810 data_time: 0.0036 loss: 1.5003 2023/03/25 05:57:38 - mmengine - INFO - Epoch(train) [83][1700/5005] lr: 8.5852e-03 eta: 2 days, 6:47:43 time: 0.1809 data_time: 0.0033 loss: 1.4379 2023/03/25 05:57:56 - mmengine - INFO - Epoch(train) [83][1800/5005] lr: 8.5852e-03 eta: 2 days, 6:47:25 time: 0.1802 data_time: 0.0034 loss: 1.5142 2023/03/25 05:58:14 - mmengine - INFO - Epoch(train) [83][1900/5005] lr: 8.5852e-03 eta: 2 days, 6:47:08 time: 0.1808 data_time: 0.0033 loss: 1.2247 2023/03/25 05:58:33 - mmengine - INFO - Epoch(train) [83][2000/5005] lr: 8.5852e-03 eta: 2 days, 6:46:51 time: 0.1806 data_time: 0.0033 loss: 1.5083 2023/03/25 05:58:52 - mmengine - INFO - Epoch(train) [83][2100/5005] lr: 8.5852e-03 eta: 2 days, 6:46:34 time: 0.1834 data_time: 0.0033 loss: 1.4981 2023/03/25 05:59:10 - mmengine - INFO - Epoch(train) [83][2200/5005] lr: 8.5852e-03 eta: 2 days, 6:46:16 time: 0.1829 data_time: 0.0033 loss: 1.6151 2023/03/25 05:59:29 - mmengine - INFO - Epoch(train) [83][2300/5005] lr: 8.5852e-03 eta: 2 days, 6:45:59 time: 0.1832 data_time: 0.0034 loss: 1.4078 2023/03/25 05:59:47 - mmengine - INFO - Epoch(train) [83][2400/5005] lr: 8.5852e-03 eta: 2 days, 6:45:41 time: 0.1833 data_time: 0.0034 loss: 1.6033 2023/03/25 06:00:06 - mmengine - INFO - Epoch(train) [83][2500/5005] lr: 8.5852e-03 eta: 2 days, 6:45:24 time: 0.2016 data_time: 0.0033 loss: 1.4317 2023/03/25 06:00:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:00:24 - mmengine - INFO - Epoch(train) [83][2600/5005] lr: 8.5852e-03 eta: 2 days, 6:45:06 time: 0.1813 data_time: 0.0034 loss: 1.3882 2023/03/25 06:00:43 - mmengine - INFO - Epoch(train) [83][2700/5005] lr: 8.5852e-03 eta: 2 days, 6:44:48 time: 0.1828 data_time: 0.0034 loss: 1.4933 2023/03/25 06:01:01 - mmengine - INFO - Epoch(train) [83][2800/5005] lr: 8.5852e-03 eta: 2 days, 6:44:32 time: 0.1859 data_time: 0.0033 loss: 1.5505 2023/03/25 06:01:20 - mmengine - INFO - Epoch(train) [83][2900/5005] lr: 8.5852e-03 eta: 2 days, 6:44:14 time: 0.1810 data_time: 0.0034 loss: 1.6654 2023/03/25 06:01:39 - mmengine - INFO - Epoch(train) [83][3000/5005] lr: 8.5852e-03 eta: 2 days, 6:43:57 time: 0.1812 data_time: 0.0033 loss: 1.4749 2023/03/25 06:01:57 - mmengine - INFO - Epoch(train) [83][3100/5005] lr: 8.5852e-03 eta: 2 days, 6:43:39 time: 0.1817 data_time: 0.0033 loss: 1.6096 2023/03/25 06:02:15 - mmengine - INFO - Epoch(train) [83][3200/5005] lr: 8.5852e-03 eta: 2 days, 6:43:22 time: 0.1811 data_time: 0.0033 loss: 1.5251 2023/03/25 06:02:34 - mmengine - INFO - Epoch(train) [83][3300/5005] lr: 8.5852e-03 eta: 2 days, 6:43:04 time: 0.2007 data_time: 0.0033 loss: 1.5464 2023/03/25 06:02:52 - mmengine - INFO - Epoch(train) [83][3400/5005] lr: 8.5852e-03 eta: 2 days, 6:42:47 time: 0.2002 data_time: 0.0036 loss: 1.5799 2023/03/25 06:03:11 - mmengine - INFO - Epoch(train) [83][3500/5005] lr: 8.5852e-03 eta: 2 days, 6:42:29 time: 0.1804 data_time: 0.0033 loss: 1.5855 2023/03/25 06:03:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:03:29 - mmengine - INFO - Epoch(train) [83][3600/5005] lr: 8.5852e-03 eta: 2 days, 6:42:12 time: 0.1831 data_time: 0.0034 loss: 1.5827 2023/03/25 06:03:48 - mmengine - INFO - Epoch(train) [83][3700/5005] lr: 8.5852e-03 eta: 2 days, 6:41:55 time: 0.1803 data_time: 0.0033 loss: 1.4058 2023/03/25 06:04:07 - mmengine - INFO - Epoch(train) [83][3800/5005] lr: 8.5852e-03 eta: 2 days, 6:41:37 time: 0.1806 data_time: 0.0033 loss: 1.6559 2023/03/25 06:04:25 - mmengine - INFO - Epoch(train) [83][3900/5005] lr: 8.5852e-03 eta: 2 days, 6:41:19 time: 0.1821 data_time: 0.0033 loss: 1.4890 2023/03/25 06:04:44 - mmengine - INFO - Epoch(train) [83][4000/5005] lr: 8.5852e-03 eta: 2 days, 6:41:02 time: 0.1813 data_time: 0.0033 loss: 1.7628 2023/03/25 06:05:02 - mmengine - INFO - Epoch(train) [83][4100/5005] lr: 8.5852e-03 eta: 2 days, 6:40:44 time: 0.1818 data_time: 0.0034 loss: 1.6698 2023/03/25 06:05:20 - mmengine - INFO - Epoch(train) [83][4200/5005] lr: 8.5852e-03 eta: 2 days, 6:40:26 time: 0.1806 data_time: 0.0034 loss: 1.6189 2023/03/25 06:05:39 - mmengine - INFO - Epoch(train) [83][4300/5005] lr: 8.5852e-03 eta: 2 days, 6:40:09 time: 0.1796 data_time: 0.0034 loss: 1.5986 2023/03/25 06:05:58 - mmengine - INFO - Epoch(train) [83][4400/5005] lr: 8.5852e-03 eta: 2 days, 6:39:52 time: 0.1826 data_time: 0.0034 loss: 1.4502 2023/03/25 06:06:16 - mmengine - INFO - Epoch(train) [83][4500/5005] lr: 8.5852e-03 eta: 2 days, 6:39:34 time: 0.1814 data_time: 0.0033 loss: 1.2952 2023/03/25 06:06:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:06:35 - mmengine - INFO - Epoch(train) [83][4600/5005] lr: 8.5852e-03 eta: 2 days, 6:39:17 time: 0.1810 data_time: 0.0034 loss: 1.3718 2023/03/25 06:06:53 - mmengine - INFO - Epoch(train) [83][4700/5005] lr: 8.5852e-03 eta: 2 days, 6:38:59 time: 0.1799 data_time: 0.0035 loss: 1.4584 2023/03/25 06:07:11 - mmengine - INFO - Epoch(train) [83][4800/5005] lr: 8.5852e-03 eta: 2 days, 6:38:41 time: 0.1964 data_time: 0.0034 loss: 1.4376 2023/03/25 06:07:30 - mmengine - INFO - Epoch(train) [83][4900/5005] lr: 8.5852e-03 eta: 2 days, 6:38:24 time: 0.1825 data_time: 0.0033 loss: 1.4469 2023/03/25 06:07:48 - mmengine - INFO - Epoch(train) [83][5000/5005] lr: 8.5852e-03 eta: 2 days, 6:38:06 time: 0.1787 data_time: 0.0042 loss: 1.5345 2023/03/25 06:07:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:07:50 - mmengine - INFO - Saving checkpoint at 83 epochs 2023/03/25 06:07:57 - mmengine - INFO - Epoch(val) [83][100/196] eta: 0:00:06 time: 0.0599 data_time: 0.0212 2023/03/25 06:08:27 - mmengine - INFO - Epoch(val) [83][196/196] accuracy/top1: 67.4700 accuracy/top5: 87.8920data_time: 0.0639 time: 0.0984 2023/03/25 06:08:46 - mmengine - INFO - Epoch(train) [84][ 100/5005] lr: 8.4135e-03 eta: 2 days, 6:37:50 time: 0.1802 data_time: 0.0033 loss: 1.5692 2023/03/25 06:09:05 - mmengine - INFO - Epoch(train) [84][ 200/5005] lr: 8.4135e-03 eta: 2 days, 6:37:33 time: 0.1819 data_time: 0.0033 loss: 1.6716 2023/03/25 06:09:23 - mmengine - INFO - Epoch(train) [84][ 300/5005] lr: 8.4135e-03 eta: 2 days, 6:37:15 time: 0.1816 data_time: 0.0034 loss: 1.4044 2023/03/25 06:09:42 - mmengine - INFO - Epoch(train) [84][ 400/5005] lr: 8.4135e-03 eta: 2 days, 6:36:58 time: 0.1815 data_time: 0.0034 loss: 1.5059 2023/03/25 06:10:00 - mmengine - INFO - Epoch(train) [84][ 500/5005] lr: 8.4135e-03 eta: 2 days, 6:36:40 time: 0.1818 data_time: 0.0034 loss: 1.4708 2023/03/25 06:10:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:10:19 - mmengine - INFO - Epoch(train) [84][ 600/5005] lr: 8.4135e-03 eta: 2 days, 6:36:23 time: 0.1829 data_time: 0.0034 loss: 1.6095 2023/03/25 06:10:37 - mmengine - INFO - Epoch(train) [84][ 700/5005] lr: 8.4135e-03 eta: 2 days, 6:36:06 time: 0.1807 data_time: 0.0033 loss: 1.4760 2023/03/25 06:10:56 - mmengine - INFO - Epoch(train) [84][ 800/5005] lr: 8.4135e-03 eta: 2 days, 6:35:48 time: 0.1826 data_time: 0.0033 loss: 1.4984 2023/03/25 06:11:14 - mmengine - INFO - Epoch(train) [84][ 900/5005] lr: 8.4135e-03 eta: 2 days, 6:35:30 time: 0.1795 data_time: 0.0033 loss: 1.5370 2023/03/25 06:11:33 - mmengine - INFO - Epoch(train) [84][1000/5005] lr: 8.4135e-03 eta: 2 days, 6:35:12 time: 0.1832 data_time: 0.0033 loss: 1.5208 2023/03/25 06:11:51 - mmengine - INFO - Epoch(train) [84][1100/5005] lr: 8.4135e-03 eta: 2 days, 6:34:55 time: 0.1780 data_time: 0.0034 loss: 1.6124 2023/03/25 06:12:10 - mmengine - INFO - Epoch(train) [84][1200/5005] lr: 8.4135e-03 eta: 2 days, 6:34:38 time: 0.1825 data_time: 0.0033 loss: 1.3506 2023/03/25 06:12:29 - mmengine - INFO - Epoch(train) [84][1300/5005] lr: 8.4135e-03 eta: 2 days, 6:34:21 time: 0.1829 data_time: 0.0034 loss: 1.5931 2023/03/25 06:12:47 - mmengine - INFO - Epoch(train) [84][1400/5005] lr: 8.4135e-03 eta: 2 days, 6:34:04 time: 0.1982 data_time: 0.0033 loss: 1.5382 2023/03/25 06:13:06 - mmengine - INFO - Epoch(train) [84][1500/5005] lr: 8.4135e-03 eta: 2 days, 6:33:46 time: 0.1814 data_time: 0.0033 loss: 1.5595 2023/03/25 06:13:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:13:24 - mmengine - INFO - Epoch(train) [84][1600/5005] lr: 8.4135e-03 eta: 2 days, 6:33:29 time: 0.1813 data_time: 0.0033 loss: 1.5364 2023/03/25 06:13:43 - mmengine - INFO - Epoch(train) [84][1700/5005] lr: 8.4135e-03 eta: 2 days, 6:33:11 time: 0.1830 data_time: 0.0035 loss: 1.6861 2023/03/25 06:14:01 - mmengine - INFO - Epoch(train) [84][1800/5005] lr: 8.4135e-03 eta: 2 days, 6:32:53 time: 0.1797 data_time: 0.0036 loss: 1.4825 2023/03/25 06:14:20 - mmengine - INFO - Epoch(train) [84][1900/5005] lr: 8.4135e-03 eta: 2 days, 6:32:36 time: 0.1820 data_time: 0.0034 loss: 1.5733 2023/03/25 06:14:39 - mmengine - INFO - Epoch(train) [84][2000/5005] lr: 8.4135e-03 eta: 2 days, 6:32:19 time: 0.1830 data_time: 0.0034 loss: 1.6570 2023/03/25 06:14:57 - mmengine - INFO - Epoch(train) [84][2100/5005] lr: 8.4135e-03 eta: 2 days, 6:32:02 time: 0.1984 data_time: 0.0033 loss: 1.5141 2023/03/25 06:15:16 - mmengine - INFO - Epoch(train) [84][2200/5005] lr: 8.4135e-03 eta: 2 days, 6:31:45 time: 0.1787 data_time: 0.0033 loss: 1.5177 2023/03/25 06:15:34 - mmengine - INFO - Epoch(train) [84][2300/5005] lr: 8.4135e-03 eta: 2 days, 6:31:27 time: 0.1809 data_time: 0.0034 loss: 1.6129 2023/03/25 06:15:52 - mmengine - INFO - Epoch(train) [84][2400/5005] lr: 8.4135e-03 eta: 2 days, 6:31:09 time: 0.1820 data_time: 0.0033 loss: 1.7264 2023/03/25 06:16:11 - mmengine - INFO - Epoch(train) [84][2500/5005] lr: 8.4135e-03 eta: 2 days, 6:30:52 time: 0.1812 data_time: 0.0035 loss: 1.3603 2023/03/25 06:16:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:16:29 - mmengine - INFO - Epoch(train) [84][2600/5005] lr: 8.4135e-03 eta: 2 days, 6:30:34 time: 0.1819 data_time: 0.0035 loss: 1.5848 2023/03/25 06:16:48 - mmengine - INFO - Epoch(train) [84][2700/5005] lr: 8.4135e-03 eta: 2 days, 6:30:16 time: 0.1824 data_time: 0.0034 loss: 1.6927 2023/03/25 06:17:06 - mmengine - INFO - Epoch(train) [84][2800/5005] lr: 8.4135e-03 eta: 2 days, 6:29:58 time: 0.2020 data_time: 0.0033 loss: 1.6289 2023/03/25 06:17:25 - mmengine - INFO - Epoch(train) [84][2900/5005] lr: 8.4135e-03 eta: 2 days, 6:29:41 time: 0.1822 data_time: 0.0034 loss: 1.6190 2023/03/25 06:17:43 - mmengine - INFO - Epoch(train) [84][3000/5005] lr: 8.4135e-03 eta: 2 days, 6:29:23 time: 0.1814 data_time: 0.0033 loss: 1.4219 2023/03/25 06:18:02 - mmengine - INFO - Epoch(train) [84][3100/5005] lr: 8.4135e-03 eta: 2 days, 6:29:07 time: 0.1813 data_time: 0.0034 loss: 1.3546 2023/03/25 06:18:20 - mmengine - INFO - Epoch(train) [84][3200/5005] lr: 8.4135e-03 eta: 2 days, 6:28:49 time: 0.1824 data_time: 0.0033 loss: 1.6261 2023/03/25 06:18:39 - mmengine - INFO - Epoch(train) [84][3300/5005] lr: 8.4135e-03 eta: 2 days, 6:28:31 time: 0.1810 data_time: 0.0033 loss: 1.7711 2023/03/25 06:18:57 - mmengine - INFO - Epoch(train) [84][3400/5005] lr: 8.4135e-03 eta: 2 days, 6:28:14 time: 0.1840 data_time: 0.0033 loss: 1.4818 2023/03/25 06:19:16 - mmengine - INFO - Epoch(train) [84][3500/5005] lr: 8.4135e-03 eta: 2 days, 6:27:56 time: 0.1831 data_time: 0.0033 loss: 1.4156 2023/03/25 06:19:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:19:35 - mmengine - INFO - Epoch(train) [84][3600/5005] lr: 8.4135e-03 eta: 2 days, 6:27:39 time: 0.1809 data_time: 0.0034 loss: 1.5572 2023/03/25 06:19:53 - mmengine - INFO - Epoch(train) [84][3700/5005] lr: 8.4135e-03 eta: 2 days, 6:27:21 time: 0.1823 data_time: 0.0033 loss: 1.6623 2023/03/25 06:20:11 - mmengine - INFO - Epoch(train) [84][3800/5005] lr: 8.4135e-03 eta: 2 days, 6:27:03 time: 0.1801 data_time: 0.0033 loss: 1.4646 2023/03/25 06:20:30 - mmengine - INFO - Epoch(train) [84][3900/5005] lr: 8.4135e-03 eta: 2 days, 6:26:47 time: 0.1830 data_time: 0.0033 loss: 1.6749 2023/03/25 06:20:49 - mmengine - INFO - Epoch(train) [84][4000/5005] lr: 8.4135e-03 eta: 2 days, 6:26:30 time: 0.1824 data_time: 0.0033 loss: 1.7494 2023/03/25 06:21:07 - mmengine - INFO - Epoch(train) [84][4100/5005] lr: 8.4135e-03 eta: 2 days, 6:26:12 time: 0.1829 data_time: 0.0034 loss: 1.5712 2023/03/25 06:21:26 - mmengine - INFO - Epoch(train) [84][4200/5005] lr: 8.4135e-03 eta: 2 days, 6:25:55 time: 0.1815 data_time: 0.0034 loss: 1.7044 2023/03/25 06:21:45 - mmengine - INFO - Epoch(train) [84][4300/5005] lr: 8.4135e-03 eta: 2 days, 6:25:37 time: 0.1835 data_time: 0.0036 loss: 1.5951 2023/03/25 06:22:03 - mmengine - INFO - Epoch(train) [84][4400/5005] lr: 8.4135e-03 eta: 2 days, 6:25:20 time: 0.1832 data_time: 0.0033 loss: 1.7853 2023/03/25 06:22:22 - mmengine - INFO - Epoch(train) [84][4500/5005] lr: 8.4135e-03 eta: 2 days, 6:25:02 time: 0.1834 data_time: 0.0033 loss: 1.5023 2023/03/25 06:22:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:22:40 - mmengine - INFO - Epoch(train) [84][4600/5005] lr: 8.4135e-03 eta: 2 days, 6:24:44 time: 0.1822 data_time: 0.0033 loss: 1.5525 2023/03/25 06:22:58 - mmengine - INFO - Epoch(train) [84][4700/5005] lr: 8.4135e-03 eta: 2 days, 6:24:27 time: 0.1811 data_time: 0.0033 loss: 1.5896 2023/03/25 06:23:17 - mmengine - INFO - Epoch(train) [84][4800/5005] lr: 8.4135e-03 eta: 2 days, 6:24:10 time: 0.1826 data_time: 0.0034 loss: 1.6514 2023/03/25 06:23:36 - mmengine - INFO - Epoch(train) [84][4900/5005] lr: 8.4135e-03 eta: 2 days, 6:23:53 time: 0.1992 data_time: 0.0033 loss: 1.6504 2023/03/25 06:23:54 - mmengine - INFO - Epoch(train) [84][5000/5005] lr: 8.4135e-03 eta: 2 days, 6:23:36 time: 0.1795 data_time: 0.0041 loss: 1.5086 2023/03/25 06:23:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:23:56 - mmengine - INFO - Saving checkpoint at 84 epochs 2023/03/25 06:24:03 - mmengine - INFO - Epoch(val) [84][100/196] eta: 0:00:06 time: 0.0599 data_time: 0.0217 2023/03/25 06:24:32 - mmengine - INFO - Epoch(val) [84][196/196] accuracy/top1: 67.6820 accuracy/top5: 87.8800data_time: 0.0649 time: 0.1000 2023/03/25 06:24:52 - mmengine - INFO - Epoch(train) [85][ 100/5005] lr: 8.2452e-03 eta: 2 days, 6:23:21 time: 0.1828 data_time: 0.0034 loss: 1.5451 2023/03/25 06:25:11 - mmengine - INFO - Epoch(train) [85][ 200/5005] lr: 8.2452e-03 eta: 2 days, 6:23:03 time: 0.1816 data_time: 0.0034 loss: 1.4854 2023/03/25 06:25:29 - mmengine - INFO - Epoch(train) [85][ 300/5005] lr: 8.2452e-03 eta: 2 days, 6:22:45 time: 0.1823 data_time: 0.0034 loss: 1.3636 2023/03/25 06:25:47 - mmengine - INFO - Epoch(train) [85][ 400/5005] lr: 8.2452e-03 eta: 2 days, 6:22:27 time: 0.1814 data_time: 0.0034 loss: 1.6353 2023/03/25 06:26:06 - mmengine - INFO - Epoch(train) [85][ 500/5005] lr: 8.2452e-03 eta: 2 days, 6:22:09 time: 0.1801 data_time: 0.0034 loss: 1.4418 2023/03/25 06:26:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:26:24 - mmengine - INFO - Epoch(train) [85][ 600/5005] lr: 8.2452e-03 eta: 2 days, 6:21:51 time: 0.1836 data_time: 0.0034 loss: 1.4636 2023/03/25 06:26:42 - mmengine - INFO - Epoch(train) [85][ 700/5005] lr: 8.2452e-03 eta: 2 days, 6:21:33 time: 0.1818 data_time: 0.0034 loss: 1.4473 2023/03/25 06:27:01 - mmengine - INFO - Epoch(train) [85][ 800/5005] lr: 8.2452e-03 eta: 2 days, 6:21:16 time: 0.1826 data_time: 0.0033 loss: 1.5680 2023/03/25 06:27:20 - mmengine - INFO - Epoch(train) [85][ 900/5005] lr: 8.2452e-03 eta: 2 days, 6:20:59 time: 0.1801 data_time: 0.0033 loss: 1.4829 2023/03/25 06:27:39 - mmengine - INFO - Epoch(train) [85][1000/5005] lr: 8.2452e-03 eta: 2 days, 6:20:44 time: 0.2049 data_time: 0.0033 loss: 1.8213 2023/03/25 06:27:58 - mmengine - INFO - Epoch(train) [85][1100/5005] lr: 8.2452e-03 eta: 2 days, 6:20:26 time: 0.1837 data_time: 0.0034 loss: 1.6247 2023/03/25 06:28:16 - mmengine - INFO - Epoch(train) [85][1200/5005] lr: 8.2452e-03 eta: 2 days, 6:20:08 time: 0.1826 data_time: 0.0034 loss: 1.4809 2023/03/25 06:28:34 - mmengine - INFO - Epoch(train) [85][1300/5005] lr: 8.2452e-03 eta: 2 days, 6:19:50 time: 0.1814 data_time: 0.0033 loss: 1.6000 2023/03/25 06:28:53 - mmengine - INFO - Epoch(train) [85][1400/5005] lr: 8.2452e-03 eta: 2 days, 6:19:32 time: 0.1812 data_time: 0.0033 loss: 1.4488 2023/03/25 06:29:11 - mmengine - INFO - Epoch(train) [85][1500/5005] lr: 8.2452e-03 eta: 2 days, 6:19:15 time: 0.1791 data_time: 0.0034 loss: 1.6482 2023/03/25 06:29:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:29:30 - mmengine - INFO - Epoch(train) [85][1600/5005] lr: 8.2452e-03 eta: 2 days, 6:18:57 time: 0.1813 data_time: 0.0033 loss: 1.4395 2023/03/25 06:29:48 - mmengine - INFO - Epoch(train) [85][1700/5005] lr: 8.2452e-03 eta: 2 days, 6:18:40 time: 0.1829 data_time: 0.0034 loss: 1.6266 2023/03/25 06:30:07 - mmengine - INFO - Epoch(train) [85][1800/5005] lr: 8.2452e-03 eta: 2 days, 6:18:22 time: 0.1831 data_time: 0.0033 loss: 1.7010 2023/03/25 06:30:26 - mmengine - INFO - Epoch(train) [85][1900/5005] lr: 8.2452e-03 eta: 2 days, 6:18:05 time: 0.1830 data_time: 0.0036 loss: 1.4162 2023/03/25 06:30:44 - mmengine - INFO - Epoch(train) [85][2000/5005] lr: 8.2452e-03 eta: 2 days, 6:17:49 time: 0.1803 data_time: 0.0034 loss: 1.6661 2023/03/25 06:31:03 - mmengine - INFO - Epoch(train) [85][2100/5005] lr: 8.2452e-03 eta: 2 days, 6:17:31 time: 0.1808 data_time: 0.0034 loss: 1.6414 2023/03/25 06:31:21 - mmengine - INFO - Epoch(train) [85][2200/5005] lr: 8.2452e-03 eta: 2 days, 6:17:14 time: 0.2018 data_time: 0.0034 loss: 1.4049 2023/03/25 06:31:40 - mmengine - INFO - Epoch(train) [85][2300/5005] lr: 8.2452e-03 eta: 2 days, 6:16:56 time: 0.1826 data_time: 0.0034 loss: 1.4797 2023/03/25 06:31:58 - mmengine - INFO - Epoch(train) [85][2400/5005] lr: 8.2452e-03 eta: 2 days, 6:16:38 time: 0.1836 data_time: 0.0034 loss: 1.4564 2023/03/25 06:32:17 - mmengine - INFO - Epoch(train) [85][2500/5005] lr: 8.2452e-03 eta: 2 days, 6:16:20 time: 0.1814 data_time: 0.0034 loss: 1.4877 2023/03/25 06:32:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:32:35 - mmengine - INFO - Epoch(train) [85][2600/5005] lr: 8.2452e-03 eta: 2 days, 6:16:02 time: 0.1826 data_time: 0.0033 loss: 1.7781 2023/03/25 06:32:53 - mmengine - INFO - Epoch(train) [85][2700/5005] lr: 8.2452e-03 eta: 2 days, 6:15:45 time: 0.1899 data_time: 0.0033 loss: 1.7051 2023/03/25 06:33:12 - mmengine - INFO - Epoch(train) [85][2800/5005] lr: 8.2452e-03 eta: 2 days, 6:15:27 time: 0.1823 data_time: 0.0035 loss: 1.5793 2023/03/25 06:33:31 - mmengine - INFO - Epoch(train) [85][2900/5005] lr: 8.2452e-03 eta: 2 days, 6:15:11 time: 0.1825 data_time: 0.0034 loss: 1.5217 2023/03/25 06:33:50 - mmengine - INFO - Epoch(train) [85][3000/5005] lr: 8.2452e-03 eta: 2 days, 6:14:54 time: 0.1807 data_time: 0.0034 loss: 1.6191 2023/03/25 06:34:08 - mmengine - INFO - Epoch(train) [85][3100/5005] lr: 8.2452e-03 eta: 2 days, 6:14:36 time: 0.1810 data_time: 0.0034 loss: 1.3915 2023/03/25 06:34:26 - mmengine - INFO - Epoch(train) [85][3200/5005] lr: 8.2452e-03 eta: 2 days, 6:14:18 time: 0.1791 data_time: 0.0033 loss: 1.4876 2023/03/25 06:34:45 - mmengine - INFO - Epoch(train) [85][3300/5005] lr: 8.2452e-03 eta: 2 days, 6:14:00 time: 0.1832 data_time: 0.0034 loss: 1.7355 2023/03/25 06:35:03 - mmengine - INFO - Epoch(train) [85][3400/5005] lr: 8.2452e-03 eta: 2 days, 6:13:42 time: 0.1824 data_time: 0.0034 loss: 1.5050 2023/03/25 06:35:21 - mmengine - INFO - Epoch(train) [85][3500/5005] lr: 8.2452e-03 eta: 2 days, 6:13:24 time: 0.1816 data_time: 0.0033 loss: 1.5915 2023/03/25 06:35:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:35:40 - mmengine - INFO - Epoch(train) [85][3600/5005] lr: 8.2452e-03 eta: 2 days, 6:13:07 time: 0.1815 data_time: 0.0033 loss: 1.5625 2023/03/25 06:35:59 - mmengine - INFO - Epoch(train) [85][3700/5005] lr: 8.2452e-03 eta: 2 days, 6:12:50 time: 0.1816 data_time: 0.0034 loss: 1.3833 2023/03/25 06:36:18 - mmengine - INFO - Epoch(train) [85][3800/5005] lr: 8.2452e-03 eta: 2 days, 6:12:34 time: 0.2035 data_time: 0.0034 loss: 1.5144 2023/03/25 06:36:36 - mmengine - INFO - Epoch(train) [85][3900/5005] lr: 8.2452e-03 eta: 2 days, 6:12:16 time: 0.1827 data_time: 0.0034 loss: 1.7149 2023/03/25 06:36:55 - mmengine - INFO - Epoch(train) [85][4000/5005] lr: 8.2452e-03 eta: 2 days, 6:11:58 time: 0.1806 data_time: 0.0034 loss: 1.3553 2023/03/25 06:37:13 - mmengine - INFO - Epoch(train) [85][4100/5005] lr: 8.2452e-03 eta: 2 days, 6:11:41 time: 0.1853 data_time: 0.0034 loss: 1.5505 2023/03/25 06:37:32 - mmengine - INFO - Epoch(train) [85][4200/5005] lr: 8.2452e-03 eta: 2 days, 6:11:23 time: 0.1828 data_time: 0.0033 loss: 1.4763 2023/03/25 06:37:50 - mmengine - INFO - Epoch(train) [85][4300/5005] lr: 8.2452e-03 eta: 2 days, 6:11:06 time: 0.1836 data_time: 0.0034 loss: 1.5082 2023/03/25 06:38:09 - mmengine - INFO - Epoch(train) [85][4400/5005] lr: 8.2452e-03 eta: 2 days, 6:10:48 time: 0.1777 data_time: 0.0035 loss: 1.4366 2023/03/25 06:38:27 - mmengine - INFO - Epoch(train) [85][4500/5005] lr: 8.2452e-03 eta: 2 days, 6:10:30 time: 0.1828 data_time: 0.0034 loss: 1.3734 2023/03/25 06:38:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:38:46 - mmengine - INFO - Epoch(train) [85][4600/5005] lr: 8.2452e-03 eta: 2 days, 6:10:14 time: 0.1836 data_time: 0.0034 loss: 1.4661 2023/03/25 06:39:05 - mmengine - INFO - Epoch(train) [85][4700/5005] lr: 8.2452e-03 eta: 2 days, 6:09:56 time: 0.1831 data_time: 0.0034 loss: 1.6803 2023/03/25 06:39:23 - mmengine - INFO - Epoch(train) [85][4800/5005] lr: 8.2452e-03 eta: 2 days, 6:09:39 time: 0.1823 data_time: 0.0034 loss: 1.5521 2023/03/25 06:39:42 - mmengine - INFO - Epoch(train) [85][4900/5005] lr: 8.2452e-03 eta: 2 days, 6:09:21 time: 0.1811 data_time: 0.0035 loss: 1.5713 2023/03/25 06:40:00 - mmengine - INFO - Epoch(train) [85][5000/5005] lr: 8.2452e-03 eta: 2 days, 6:09:04 time: 0.1805 data_time: 0.0040 loss: 1.6923 2023/03/25 06:40:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:40:01 - mmengine - INFO - Saving checkpoint at 85 epochs 2023/03/25 06:40:09 - mmengine - INFO - Epoch(val) [85][100/196] eta: 0:00:06 time: 0.0607 data_time: 0.0220 2023/03/25 06:40:39 - mmengine - INFO - Epoch(val) [85][196/196] accuracy/top1: 67.8000 accuracy/top5: 87.8940data_time: 0.0543 time: 0.0934 2023/03/25 06:40:58 - mmengine - INFO - Epoch(train) [86][ 100/5005] lr: 8.0803e-03 eta: 2 days, 6:08:47 time: 0.1813 data_time: 0.0033 loss: 1.5139 2023/03/25 06:41:17 - mmengine - INFO - Epoch(train) [86][ 200/5005] lr: 8.0803e-03 eta: 2 days, 6:08:30 time: 0.1824 data_time: 0.0034 loss: 1.5638 2023/03/25 06:41:35 - mmengine - INFO - Epoch(train) [86][ 300/5005] lr: 8.0803e-03 eta: 2 days, 6:08:12 time: 0.1827 data_time: 0.0034 loss: 1.6454 2023/03/25 06:41:53 - mmengine - INFO - Epoch(train) [86][ 400/5005] lr: 8.0803e-03 eta: 2 days, 6:07:54 time: 0.1921 data_time: 0.0034 loss: 1.4808 2023/03/25 06:42:12 - mmengine - INFO - Epoch(train) [86][ 500/5005] lr: 8.0803e-03 eta: 2 days, 6:07:36 time: 0.1813 data_time: 0.0034 loss: 1.3314 2023/03/25 06:42:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:42:30 - mmengine - INFO - Epoch(train) [86][ 600/5005] lr: 8.0803e-03 eta: 2 days, 6:07:19 time: 0.1830 data_time: 0.0035 loss: 1.7662 2023/03/25 06:42:49 - mmengine - INFO - Epoch(train) [86][ 700/5005] lr: 8.0803e-03 eta: 2 days, 6:07:01 time: 0.1808 data_time: 0.0034 loss: 1.5570 2023/03/25 06:43:08 - mmengine - INFO - Epoch(train) [86][ 800/5005] lr: 8.0803e-03 eta: 2 days, 6:06:45 time: 0.1833 data_time: 0.0034 loss: 1.5487 2023/03/25 06:43:26 - mmengine - INFO - Epoch(train) [86][ 900/5005] lr: 8.0803e-03 eta: 2 days, 6:06:27 time: 0.1822 data_time: 0.0034 loss: 1.5180 2023/03/25 06:43:45 - mmengine - INFO - Epoch(train) [86][1000/5005] lr: 8.0803e-03 eta: 2 days, 6:06:09 time: 0.1828 data_time: 0.0034 loss: 1.5512 2023/03/25 06:44:03 - mmengine - INFO - Epoch(train) [86][1100/5005] lr: 8.0803e-03 eta: 2 days, 6:05:51 time: 0.1819 data_time: 0.0034 loss: 1.6508 2023/03/25 06:44:21 - mmengine - INFO - Epoch(train) [86][1200/5005] lr: 8.0803e-03 eta: 2 days, 6:05:34 time: 0.1803 data_time: 0.0034 loss: 1.6506 2023/03/25 06:44:40 - mmengine - INFO - Epoch(train) [86][1300/5005] lr: 8.0803e-03 eta: 2 days, 6:05:16 time: 0.1808 data_time: 0.0034 loss: 1.4360 2023/03/25 06:44:59 - mmengine - INFO - Epoch(train) [86][1400/5005] lr: 8.0803e-03 eta: 2 days, 6:04:59 time: 0.1817 data_time: 0.0034 loss: 1.6961 2023/03/25 06:45:17 - mmengine - INFO - Epoch(train) [86][1500/5005] lr: 8.0803e-03 eta: 2 days, 6:04:41 time: 0.1816 data_time: 0.0035 loss: 1.5946 2023/03/25 06:45:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:45:36 - mmengine - INFO - Epoch(train) [86][1600/5005] lr: 8.0803e-03 eta: 2 days, 6:04:23 time: 0.1817 data_time: 0.0034 loss: 1.3669 2023/03/25 06:45:54 - mmengine - INFO - Epoch(train) [86][1700/5005] lr: 8.0803e-03 eta: 2 days, 6:04:07 time: 0.1844 data_time: 0.0036 loss: 1.6054 2023/03/25 06:46:13 - mmengine - INFO - Epoch(train) [86][1800/5005] lr: 8.0803e-03 eta: 2 days, 6:03:49 time: 0.1811 data_time: 0.0034 loss: 1.4836 2023/03/25 06:46:31 - mmengine - INFO - Epoch(train) [86][1900/5005] lr: 8.0803e-03 eta: 2 days, 6:03:31 time: 0.1824 data_time: 0.0036 loss: 1.3397 2023/03/25 06:46:50 - mmengine - INFO - Epoch(train) [86][2000/5005] lr: 8.0803e-03 eta: 2 days, 6:03:13 time: 0.1810 data_time: 0.0034 loss: 1.5477 2023/03/25 06:47:08 - mmengine - INFO - Epoch(train) [86][2100/5005] lr: 8.0803e-03 eta: 2 days, 6:02:56 time: 0.1806 data_time: 0.0034 loss: 1.6716 2023/03/25 06:47:27 - mmengine - INFO - Epoch(train) [86][2200/5005] lr: 8.0803e-03 eta: 2 days, 6:02:38 time: 0.1810 data_time: 0.0035 loss: 1.6569 2023/03/25 06:47:45 - mmengine - INFO - Epoch(train) [86][2300/5005] lr: 8.0803e-03 eta: 2 days, 6:02:21 time: 0.1988 data_time: 0.0035 loss: 1.4347 2023/03/25 06:48:04 - mmengine - INFO - Epoch(train) [86][2400/5005] lr: 8.0803e-03 eta: 2 days, 6:02:04 time: 0.1833 data_time: 0.0035 loss: 1.6061 2023/03/25 06:48:23 - mmengine - INFO - Epoch(train) [86][2500/5005] lr: 8.0803e-03 eta: 2 days, 6:01:46 time: 0.1837 data_time: 0.0034 loss: 1.5577 2023/03/25 06:48:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:48:41 - mmengine - INFO - Epoch(train) [86][2600/5005] lr: 8.0803e-03 eta: 2 days, 6:01:29 time: 0.1812 data_time: 0.0034 loss: 1.3092 2023/03/25 06:49:00 - mmengine - INFO - Epoch(train) [86][2700/5005] lr: 8.0803e-03 eta: 2 days, 6:01:12 time: 0.1818 data_time: 0.0035 loss: 1.5406 2023/03/25 06:49:18 - mmengine - INFO - Epoch(train) [86][2800/5005] lr: 8.0803e-03 eta: 2 days, 6:00:54 time: 0.1826 data_time: 0.0034 loss: 1.4995 2023/03/25 06:49:37 - mmengine - INFO - Epoch(train) [86][2900/5005] lr: 8.0803e-03 eta: 2 days, 6:00:36 time: 0.1806 data_time: 0.0034 loss: 1.5059 2023/03/25 06:49:55 - mmengine - INFO - Epoch(train) [86][3000/5005] lr: 8.0803e-03 eta: 2 days, 6:00:18 time: 0.1830 data_time: 0.0034 loss: 1.6470 2023/03/25 06:50:14 - mmengine - INFO - Epoch(train) [86][3100/5005] lr: 8.0803e-03 eta: 2 days, 6:00:01 time: 0.1825 data_time: 0.0035 loss: 1.6417 2023/03/25 06:50:32 - mmengine - INFO - Epoch(train) [86][3200/5005] lr: 8.0803e-03 eta: 2 days, 5:59:43 time: 0.1814 data_time: 0.0034 loss: 1.5376 2023/03/25 06:50:51 - mmengine - INFO - Epoch(train) [86][3300/5005] lr: 8.0803e-03 eta: 2 days, 5:59:27 time: 0.1996 data_time: 0.0035 loss: 1.3291 2023/03/25 06:51:09 - mmengine - INFO - Epoch(train) [86][3400/5005] lr: 8.0803e-03 eta: 2 days, 5:59:09 time: 0.1833 data_time: 0.0034 loss: 1.5820 2023/03/25 06:51:28 - mmengine - INFO - Epoch(train) [86][3500/5005] lr: 8.0803e-03 eta: 2 days, 5:58:52 time: 0.1826 data_time: 0.0033 loss: 1.5026 2023/03/25 06:51:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:51:46 - mmengine - INFO - Epoch(train) [86][3600/5005] lr: 8.0803e-03 eta: 2 days, 5:58:34 time: 0.1823 data_time: 0.0037 loss: 1.4573 2023/03/25 06:52:05 - mmengine - INFO - Epoch(train) [86][3700/5005] lr: 8.0803e-03 eta: 2 days, 5:58:16 time: 0.1810 data_time: 0.0034 loss: 1.3323 2023/03/25 06:52:24 - mmengine - INFO - Epoch(train) [86][3800/5005] lr: 8.0803e-03 eta: 2 days, 5:57:59 time: 0.1815 data_time: 0.0034 loss: 1.5161 2023/03/25 06:52:42 - mmengine - INFO - Epoch(train) [86][3900/5005] lr: 8.0803e-03 eta: 2 days, 5:57:41 time: 0.1823 data_time: 0.0033 loss: 1.5482 2023/03/25 06:53:00 - mmengine - INFO - Epoch(train) [86][4000/5005] lr: 8.0803e-03 eta: 2 days, 5:57:23 time: 0.1807 data_time: 0.0034 loss: 1.5940 2023/03/25 06:53:19 - mmengine - INFO - Epoch(train) [86][4100/5005] lr: 8.0803e-03 eta: 2 days, 5:57:06 time: 0.1826 data_time: 0.0035 loss: 1.5993 2023/03/25 06:53:38 - mmengine - INFO - Epoch(train) [86][4200/5005] lr: 8.0803e-03 eta: 2 days, 5:56:49 time: 0.1828 data_time: 0.0034 loss: 1.5940 2023/03/25 06:53:56 - mmengine - INFO - Epoch(train) [86][4300/5005] lr: 8.0803e-03 eta: 2 days, 5:56:31 time: 0.1824 data_time: 0.0034 loss: 1.8541 2023/03/25 06:54:15 - mmengine - INFO - Epoch(train) [86][4400/5005] lr: 8.0803e-03 eta: 2 days, 5:56:13 time: 0.1814 data_time: 0.0033 loss: 1.5146 2023/03/25 06:54:33 - mmengine - INFO - Epoch(train) [86][4500/5005] lr: 8.0803e-03 eta: 2 days, 5:55:56 time: 0.1813 data_time: 0.0034 loss: 1.3939 2023/03/25 06:54:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:54:52 - mmengine - INFO - Epoch(train) [86][4600/5005] lr: 8.0803e-03 eta: 2 days, 5:55:39 time: 0.1832 data_time: 0.0034 loss: 1.5559 2023/03/25 06:55:10 - mmengine - INFO - Epoch(train) [86][4700/5005] lr: 8.0803e-03 eta: 2 days, 5:55:21 time: 0.1809 data_time: 0.0034 loss: 1.7076 2023/03/25 06:55:29 - mmengine - INFO - Epoch(train) [86][4800/5005] lr: 8.0803e-03 eta: 2 days, 5:55:03 time: 0.1799 data_time: 0.0036 loss: 1.6479 2023/03/25 06:55:47 - mmengine - INFO - Epoch(train) [86][4900/5005] lr: 8.0803e-03 eta: 2 days, 5:54:45 time: 0.1826 data_time: 0.0034 loss: 1.5654 2023/03/25 06:56:06 - mmengine - INFO - Epoch(train) [86][5000/5005] lr: 8.0803e-03 eta: 2 days, 5:54:28 time: 0.1805 data_time: 0.0040 loss: 1.4616 2023/03/25 06:56:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:56:07 - mmengine - INFO - Saving checkpoint at 86 epochs 2023/03/25 06:56:15 - mmengine - INFO - Epoch(val) [86][100/196] eta: 0:00:06 time: 0.0602 data_time: 0.0221 2023/03/25 06:56:43 - mmengine - INFO - Epoch(val) [86][196/196] accuracy/top1: 67.8520 accuracy/top5: 87.8300data_time: 0.0681 time: 0.1017 2023/03/25 06:57:03 - mmengine - INFO - Epoch(train) [87][ 100/5005] lr: 7.9187e-03 eta: 2 days, 5:54:11 time: 0.1809 data_time: 0.0035 loss: 1.4841 2023/03/25 06:57:21 - mmengine - INFO - Epoch(train) [87][ 200/5005] lr: 7.9187e-03 eta: 2 days, 5:53:54 time: 0.1819 data_time: 0.0034 loss: 1.6006 2023/03/25 06:57:40 - mmengine - INFO - Epoch(train) [87][ 300/5005] lr: 7.9187e-03 eta: 2 days, 5:53:37 time: 0.1826 data_time: 0.0034 loss: 1.6202 2023/03/25 06:57:58 - mmengine - INFO - Epoch(train) [87][ 400/5005] lr: 7.9187e-03 eta: 2 days, 5:53:19 time: 0.1806 data_time: 0.0034 loss: 1.6768 2023/03/25 06:58:17 - mmengine - INFO - Epoch(train) [87][ 500/5005] lr: 7.9187e-03 eta: 2 days, 5:53:02 time: 0.1825 data_time: 0.0034 loss: 1.5893 2023/03/25 06:58:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 06:58:36 - mmengine - INFO - Epoch(train) [87][ 600/5005] lr: 7.9187e-03 eta: 2 days, 5:52:44 time: 0.1821 data_time: 0.0034 loss: 1.5508 2023/03/25 06:58:54 - mmengine - INFO - Epoch(train) [87][ 700/5005] lr: 7.9187e-03 eta: 2 days, 5:52:26 time: 0.1801 data_time: 0.0035 loss: 1.4670 2023/03/25 06:59:13 - mmengine - INFO - Epoch(train) [87][ 800/5005] lr: 7.9187e-03 eta: 2 days, 5:52:10 time: 0.1807 data_time: 0.0034 loss: 1.4486 2023/03/25 06:59:31 - mmengine - INFO - Epoch(train) [87][ 900/5005] lr: 7.9187e-03 eta: 2 days, 5:51:52 time: 0.1814 data_time: 0.0034 loss: 1.4955 2023/03/25 06:59:50 - mmengine - INFO - Epoch(train) [87][1000/5005] lr: 7.9187e-03 eta: 2 days, 5:51:35 time: 0.1827 data_time: 0.0035 loss: 1.5688 2023/03/25 07:00:09 - mmengine - INFO - Epoch(train) [87][1100/5005] lr: 7.9187e-03 eta: 2 days, 5:51:18 time: 0.1816 data_time: 0.0034 loss: 1.5373 2023/03/25 07:00:27 - mmengine - INFO - Epoch(train) [87][1200/5005] lr: 7.9187e-03 eta: 2 days, 5:51:00 time: 0.1812 data_time: 0.0034 loss: 1.4453 2023/03/25 07:00:45 - mmengine - INFO - Epoch(train) [87][1300/5005] lr: 7.9187e-03 eta: 2 days, 5:50:42 time: 0.1816 data_time: 0.0034 loss: 1.5630 2023/03/25 07:01:04 - mmengine - INFO - Epoch(train) [87][1400/5005] lr: 7.9187e-03 eta: 2 days, 5:50:24 time: 0.1801 data_time: 0.0035 loss: 1.5359 2023/03/25 07:01:22 - mmengine - INFO - Epoch(train) [87][1500/5005] lr: 7.9187e-03 eta: 2 days, 5:50:06 time: 0.1817 data_time: 0.0035 loss: 1.5566 2023/03/25 07:01:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:01:41 - mmengine - INFO - Epoch(train) [87][1600/5005] lr: 7.9187e-03 eta: 2 days, 5:49:50 time: 0.1819 data_time: 0.0034 loss: 1.7640 2023/03/25 07:02:00 - mmengine - INFO - Epoch(train) [87][1700/5005] lr: 7.9187e-03 eta: 2 days, 5:49:33 time: 0.1829 data_time: 0.0034 loss: 1.5081 2023/03/25 07:02:19 - mmengine - INFO - Epoch(train) [87][1800/5005] lr: 7.9187e-03 eta: 2 days, 5:49:16 time: 0.1824 data_time: 0.0034 loss: 1.5464 2023/03/25 07:02:37 - mmengine - INFO - Epoch(train) [87][1900/5005] lr: 7.9187e-03 eta: 2 days, 5:48:58 time: 0.1819 data_time: 0.0034 loss: 1.4477 2023/03/25 07:02:56 - mmengine - INFO - Epoch(train) [87][2000/5005] lr: 7.9187e-03 eta: 2 days, 5:48:41 time: 0.1812 data_time: 0.0035 loss: 1.5569 2023/03/25 07:03:14 - mmengine - INFO - Epoch(train) [87][2100/5005] lr: 7.9187e-03 eta: 2 days, 5:48:23 time: 0.1811 data_time: 0.0035 loss: 1.4774 2023/03/25 07:03:33 - mmengine - INFO - Epoch(train) [87][2200/5005] lr: 7.9187e-03 eta: 2 days, 5:48:05 time: 0.1814 data_time: 0.0035 loss: 1.4051 2023/03/25 07:03:51 - mmengine - INFO - Epoch(train) [87][2300/5005] lr: 7.9187e-03 eta: 2 days, 5:47:48 time: 0.1826 data_time: 0.0034 loss: 1.3778 2023/03/25 07:04:10 - mmengine - INFO - Epoch(train) [87][2400/5005] lr: 7.9187e-03 eta: 2 days, 5:47:31 time: 0.1811 data_time: 0.0035 loss: 1.6141 2023/03/25 07:04:28 - mmengine - INFO - Epoch(train) [87][2500/5005] lr: 7.9187e-03 eta: 2 days, 5:47:13 time: 0.1837 data_time: 0.0035 loss: 1.5160 2023/03/25 07:04:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:04:47 - mmengine - INFO - Epoch(train) [87][2600/5005] lr: 7.9187e-03 eta: 2 days, 5:46:56 time: 0.1812 data_time: 0.0034 loss: 1.5738 2023/03/25 07:05:06 - mmengine - INFO - Epoch(train) [87][2700/5005] lr: 7.9187e-03 eta: 2 days, 5:46:38 time: 0.1825 data_time: 0.0035 loss: 1.4499 2023/03/25 07:05:24 - mmengine - INFO - Epoch(train) [87][2800/5005] lr: 7.9187e-03 eta: 2 days, 5:46:21 time: 0.1830 data_time: 0.0035 loss: 1.4578 2023/03/25 07:05:43 - mmengine - INFO - Epoch(train) [87][2900/5005] lr: 7.9187e-03 eta: 2 days, 5:46:03 time: 0.1989 data_time: 0.0034 loss: 1.6141 2023/03/25 07:06:01 - mmengine - INFO - Epoch(train) [87][3000/5005] lr: 7.9187e-03 eta: 2 days, 5:45:46 time: 0.1813 data_time: 0.0034 loss: 1.4119 2023/03/25 07:06:20 - mmengine - INFO - Epoch(train) [87][3100/5005] lr: 7.9187e-03 eta: 2 days, 5:45:28 time: 0.1831 data_time: 0.0035 loss: 1.6512 2023/03/25 07:06:38 - mmengine - INFO - Epoch(train) [87][3200/5005] lr: 7.9187e-03 eta: 2 days, 5:45:10 time: 0.1833 data_time: 0.0034 loss: 1.4390 2023/03/25 07:06:57 - mmengine - INFO - Epoch(train) [87][3300/5005] lr: 7.9187e-03 eta: 2 days, 5:44:53 time: 0.1823 data_time: 0.0035 loss: 1.4500 2023/03/25 07:07:16 - mmengine - INFO - Epoch(train) [87][3400/5005] lr: 7.9187e-03 eta: 2 days, 5:44:36 time: 0.2081 data_time: 0.0035 loss: 1.4829 2023/03/25 07:07:34 - mmengine - INFO - Epoch(train) [87][3500/5005] lr: 7.9187e-03 eta: 2 days, 5:44:19 time: 0.1850 data_time: 0.0035 loss: 1.4772 2023/03/25 07:07:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:07:53 - mmengine - INFO - Epoch(train) [87][3600/5005] lr: 7.9187e-03 eta: 2 days, 5:44:02 time: 0.2006 data_time: 0.0035 loss: 1.6835 2023/03/25 07:08:11 - mmengine - INFO - Epoch(train) [87][3700/5005] lr: 7.9187e-03 eta: 2 days, 5:43:44 time: 0.1805 data_time: 0.0034 loss: 1.6459 2023/03/25 07:08:30 - mmengine - INFO - Epoch(train) [87][3800/5005] lr: 7.9187e-03 eta: 2 days, 5:43:27 time: 0.1814 data_time: 0.0035 loss: 1.6174 2023/03/25 07:08:49 - mmengine - INFO - Epoch(train) [87][3900/5005] lr: 7.9187e-03 eta: 2 days, 5:43:09 time: 0.1819 data_time: 0.0034 loss: 1.4150 2023/03/25 07:09:07 - mmengine - INFO - Epoch(train) [87][4000/5005] lr: 7.9187e-03 eta: 2 days, 5:42:51 time: 0.1823 data_time: 0.0035 loss: 1.5185 2023/03/25 07:09:25 - mmengine - INFO - Epoch(train) [87][4100/5005] lr: 7.9187e-03 eta: 2 days, 5:42:34 time: 0.1818 data_time: 0.0035 loss: 1.6529 2023/03/25 07:09:44 - mmengine - INFO - Epoch(train) [87][4200/5005] lr: 7.9187e-03 eta: 2 days, 5:42:16 time: 0.1816 data_time: 0.0034 loss: 1.5224 2023/03/25 07:10:03 - mmengine - INFO - Epoch(train) [87][4300/5005] lr: 7.9187e-03 eta: 2 days, 5:41:59 time: 0.1805 data_time: 0.0035 loss: 1.8362 2023/03/25 07:10:21 - mmengine - INFO - Epoch(train) [87][4400/5005] lr: 7.9187e-03 eta: 2 days, 5:41:41 time: 0.1818 data_time: 0.0035 loss: 1.6499 2023/03/25 07:10:40 - mmengine - INFO - Epoch(train) [87][4500/5005] lr: 7.9187e-03 eta: 2 days, 5:41:25 time: 0.1978 data_time: 0.0034 loss: 1.6031 2023/03/25 07:10:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:10:59 - mmengine - INFO - Epoch(train) [87][4600/5005] lr: 7.9187e-03 eta: 2 days, 5:41:07 time: 0.1829 data_time: 0.0034 loss: 1.6481 2023/03/25 07:11:17 - mmengine - INFO - Epoch(train) [87][4700/5005] lr: 7.9187e-03 eta: 2 days, 5:40:49 time: 0.1793 data_time: 0.0035 loss: 1.5656 2023/03/25 07:11:36 - mmengine - INFO - Epoch(train) [87][4800/5005] lr: 7.9187e-03 eta: 2 days, 5:40:32 time: 0.1824 data_time: 0.0035 loss: 1.6680 2023/03/25 07:11:54 - mmengine - INFO - Epoch(train) [87][4900/5005] lr: 7.9187e-03 eta: 2 days, 5:40:14 time: 0.1835 data_time: 0.0035 loss: 1.6746 2023/03/25 07:12:13 - mmengine - INFO - Epoch(train) [87][5000/5005] lr: 7.9187e-03 eta: 2 days, 5:39:57 time: 0.1805 data_time: 0.0040 loss: 1.5926 2023/03/25 07:12:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:12:14 - mmengine - INFO - Saving checkpoint at 87 epochs 2023/03/25 07:12:22 - mmengine - INFO - Epoch(val) [87][100/196] eta: 0:00:06 time: 0.0590 data_time: 0.0215 2023/03/25 07:12:51 - mmengine - INFO - Epoch(val) [87][196/196] accuracy/top1: 67.6440 accuracy/top5: 87.8520data_time: 0.0655 time: 0.1022 2023/03/25 07:13:11 - mmengine - INFO - Epoch(train) [88][ 100/5005] lr: 7.7603e-03 eta: 2 days, 5:39:40 time: 0.1834 data_time: 0.0035 loss: 1.5153 2023/03/25 07:13:29 - mmengine - INFO - Epoch(train) [88][ 200/5005] lr: 7.7603e-03 eta: 2 days, 5:39:24 time: 0.1817 data_time: 0.0035 loss: 1.7716 2023/03/25 07:13:48 - mmengine - INFO - Epoch(train) [88][ 300/5005] lr: 7.7603e-03 eta: 2 days, 5:39:06 time: 0.1869 data_time: 0.0035 loss: 1.5291 2023/03/25 07:14:06 - mmengine - INFO - Epoch(train) [88][ 400/5005] lr: 7.7603e-03 eta: 2 days, 5:38:48 time: 0.1833 data_time: 0.0037 loss: 1.3929 2023/03/25 07:14:25 - mmengine - INFO - Epoch(train) [88][ 500/5005] lr: 7.7603e-03 eta: 2 days, 5:38:31 time: 0.1999 data_time: 0.0035 loss: 1.5486 2023/03/25 07:14:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:14:44 - mmengine - INFO - Epoch(train) [88][ 600/5005] lr: 7.7603e-03 eta: 2 days, 5:38:14 time: 0.1823 data_time: 0.0035 loss: 1.4797 2023/03/25 07:15:02 - mmengine - INFO - Epoch(train) [88][ 700/5005] lr: 7.7603e-03 eta: 2 days, 5:37:56 time: 0.1817 data_time: 0.0035 loss: 1.6045 2023/03/25 07:15:21 - mmengine - INFO - Epoch(train) [88][ 800/5005] lr: 7.7603e-03 eta: 2 days, 5:37:39 time: 0.1840 data_time: 0.0035 loss: 1.5675 2023/03/25 07:15:39 - mmengine - INFO - Epoch(train) [88][ 900/5005] lr: 7.7603e-03 eta: 2 days, 5:37:21 time: 0.1819 data_time: 0.0035 loss: 1.5131 2023/03/25 07:15:58 - mmengine - INFO - Epoch(train) [88][1000/5005] lr: 7.7603e-03 eta: 2 days, 5:37:04 time: 0.1828 data_time: 0.0035 loss: 1.5603 2023/03/25 07:16:17 - mmengine - INFO - Epoch(train) [88][1100/5005] lr: 7.7603e-03 eta: 2 days, 5:36:46 time: 0.1819 data_time: 0.0035 loss: 1.4301 2023/03/25 07:16:35 - mmengine - INFO - Epoch(train) [88][1200/5005] lr: 7.7603e-03 eta: 2 days, 5:36:29 time: 0.1812 data_time: 0.0036 loss: 1.5840 2023/03/25 07:16:53 - mmengine - INFO - Epoch(train) [88][1300/5005] lr: 7.7603e-03 eta: 2 days, 5:36:11 time: 0.1815 data_time: 0.0034 loss: 1.4324 2023/03/25 07:17:12 - mmengine - INFO - Epoch(train) [88][1400/5005] lr: 7.7603e-03 eta: 2 days, 5:35:54 time: 0.1828 data_time: 0.0034 loss: 1.5614 2023/03/25 07:17:31 - mmengine - INFO - Epoch(train) [88][1500/5005] lr: 7.7603e-03 eta: 2 days, 5:35:36 time: 0.1811 data_time: 0.0034 loss: 1.4430 2023/03/25 07:17:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:17:49 - mmengine - INFO - Epoch(train) [88][1600/5005] lr: 7.7603e-03 eta: 2 days, 5:35:19 time: 0.1865 data_time: 0.0035 loss: 1.5502 2023/03/25 07:18:08 - mmengine - INFO - Epoch(train) [88][1700/5005] lr: 7.7603e-03 eta: 2 days, 5:35:02 time: 0.1816 data_time: 0.0034 loss: 1.5726 2023/03/25 07:18:26 - mmengine - INFO - Epoch(train) [88][1800/5005] lr: 7.7603e-03 eta: 2 days, 5:34:44 time: 0.1833 data_time: 0.0035 loss: 1.4857 2023/03/25 07:18:45 - mmengine - INFO - Epoch(train) [88][1900/5005] lr: 7.7603e-03 eta: 2 days, 5:34:26 time: 0.1816 data_time: 0.0035 loss: 1.6890 2023/03/25 07:19:03 - mmengine - INFO - Epoch(train) [88][2000/5005] lr: 7.7603e-03 eta: 2 days, 5:34:08 time: 0.1825 data_time: 0.0035 loss: 1.3838 2023/03/25 07:19:22 - mmengine - INFO - Epoch(train) [88][2100/5005] lr: 7.7603e-03 eta: 2 days, 5:33:51 time: 0.1791 data_time: 0.0034 loss: 1.7042 2023/03/25 07:19:40 - mmengine - INFO - Epoch(train) [88][2200/5005] lr: 7.7603e-03 eta: 2 days, 5:33:33 time: 0.1818 data_time: 0.0034 loss: 1.4686 2023/03/25 07:19:59 - mmengine - INFO - Epoch(train) [88][2300/5005] lr: 7.7603e-03 eta: 2 days, 5:33:16 time: 0.1809 data_time: 0.0035 loss: 1.5935 2023/03/25 07:20:18 - mmengine - INFO - Epoch(train) [88][2400/5005] lr: 7.7603e-03 eta: 2 days, 5:32:59 time: 0.1838 data_time: 0.0036 loss: 1.4548 2023/03/25 07:20:36 - mmengine - INFO - Epoch(train) [88][2500/5005] lr: 7.7603e-03 eta: 2 days, 5:32:42 time: 0.1828 data_time: 0.0035 loss: 1.5815 2023/03/25 07:20:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:20:55 - mmengine - INFO - Epoch(train) [88][2600/5005] lr: 7.7603e-03 eta: 2 days, 5:32:24 time: 0.1817 data_time: 0.0035 loss: 1.5550 2023/03/25 07:21:14 - mmengine - INFO - Epoch(train) [88][2700/5005] lr: 7.7603e-03 eta: 2 days, 5:32:07 time: 0.1845 data_time: 0.0035 loss: 1.4834 2023/03/25 07:21:32 - mmengine - INFO - Epoch(train) [88][2800/5005] lr: 7.7603e-03 eta: 2 days, 5:31:49 time: 0.1814 data_time: 0.0035 loss: 1.4714 2023/03/25 07:21:51 - mmengine - INFO - Epoch(train) [88][2900/5005] lr: 7.7603e-03 eta: 2 days, 5:31:32 time: 0.1842 data_time: 0.0035 loss: 1.7348 2023/03/25 07:22:09 - mmengine - INFO - Epoch(train) [88][3000/5005] lr: 7.7603e-03 eta: 2 days, 5:31:14 time: 0.1831 data_time: 0.0035 loss: 1.6536 2023/03/25 07:22:28 - mmengine - INFO - Epoch(train) [88][3100/5005] lr: 7.7603e-03 eta: 2 days, 5:30:57 time: 0.1831 data_time: 0.0034 loss: 1.6561 2023/03/25 07:22:47 - mmengine - INFO - Epoch(train) [88][3200/5005] lr: 7.7603e-03 eta: 2 days, 5:30:40 time: 0.1832 data_time: 0.0035 loss: 1.5677 2023/03/25 07:23:05 - mmengine - INFO - Epoch(train) [88][3300/5005] lr: 7.7603e-03 eta: 2 days, 5:30:23 time: 0.1819 data_time: 0.0035 loss: 1.3760 2023/03/25 07:23:24 - mmengine - INFO - Epoch(train) [88][3400/5005] lr: 7.7603e-03 eta: 2 days, 5:30:05 time: 0.1825 data_time: 0.0035 loss: 1.5521 2023/03/25 07:23:42 - mmengine - INFO - Epoch(train) [88][3500/5005] lr: 7.7603e-03 eta: 2 days, 5:29:48 time: 0.1828 data_time: 0.0037 loss: 1.3710 2023/03/25 07:23:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:24:01 - mmengine - INFO - Epoch(train) [88][3600/5005] lr: 7.7603e-03 eta: 2 days, 5:29:30 time: 0.1827 data_time: 0.0034 loss: 1.5590 2023/03/25 07:24:20 - mmengine - INFO - Epoch(train) [88][3700/5005] lr: 7.7603e-03 eta: 2 days, 5:29:13 time: 0.1820 data_time: 0.0035 loss: 1.6972 2023/03/25 07:24:38 - mmengine - INFO - Epoch(train) [88][3800/5005] lr: 7.7603e-03 eta: 2 days, 5:28:55 time: 0.1829 data_time: 0.0035 loss: 1.7547 2023/03/25 07:24:57 - mmengine - INFO - Epoch(train) [88][3900/5005] lr: 7.7603e-03 eta: 2 days, 5:28:38 time: 0.1833 data_time: 0.0034 loss: 1.7913 2023/03/25 07:25:15 - mmengine - INFO - Epoch(train) [88][4000/5005] lr: 7.7603e-03 eta: 2 days, 5:28:20 time: 0.2008 data_time: 0.0035 loss: 1.4918 2023/03/25 07:25:34 - mmengine - INFO - Epoch(train) [88][4100/5005] lr: 7.7603e-03 eta: 2 days, 5:28:03 time: 0.1805 data_time: 0.0035 loss: 1.4684 2023/03/25 07:25:52 - mmengine - INFO - Epoch(train) [88][4200/5005] lr: 7.7603e-03 eta: 2 days, 5:27:45 time: 0.1844 data_time: 0.0035 loss: 1.4848 2023/03/25 07:26:11 - mmengine - INFO - Epoch(train) [88][4300/5005] lr: 7.7603e-03 eta: 2 days, 5:27:27 time: 0.1811 data_time: 0.0035 loss: 1.3834 2023/03/25 07:26:30 - mmengine - INFO - Epoch(train) [88][4400/5005] lr: 7.7603e-03 eta: 2 days, 5:27:11 time: 0.1805 data_time: 0.0034 loss: 1.4885 2023/03/25 07:26:48 - mmengine - INFO - Epoch(train) [88][4500/5005] lr: 7.7603e-03 eta: 2 days, 5:26:53 time: 0.1829 data_time: 0.0035 loss: 1.5064 2023/03/25 07:27:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:27:07 - mmengine - INFO - Epoch(train) [88][4600/5005] lr: 7.7603e-03 eta: 2 days, 5:26:35 time: 0.1828 data_time: 0.0035 loss: 1.5010 2023/03/25 07:27:25 - mmengine - INFO - Epoch(train) [88][4700/5005] lr: 7.7603e-03 eta: 2 days, 5:26:17 time: 0.1821 data_time: 0.0035 loss: 1.5726 2023/03/25 07:27:44 - mmengine - INFO - Epoch(train) [88][4800/5005] lr: 7.7603e-03 eta: 2 days, 5:26:00 time: 0.2089 data_time: 0.0037 loss: 1.4791 2023/03/25 07:28:02 - mmengine - INFO - Epoch(train) [88][4900/5005] lr: 7.7603e-03 eta: 2 days, 5:25:43 time: 0.1842 data_time: 0.0035 loss: 1.5940 2023/03/25 07:28:21 - mmengine - INFO - Epoch(train) [88][5000/5005] lr: 7.7603e-03 eta: 2 days, 5:25:26 time: 0.1799 data_time: 0.0042 loss: 1.5695 2023/03/25 07:28:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:28:22 - mmengine - INFO - Saving checkpoint at 88 epochs 2023/03/25 07:28:30 - mmengine - INFO - Epoch(val) [88][100/196] eta: 0:00:06 time: 0.0592 data_time: 0.0198 2023/03/25 07:28:59 - mmengine - INFO - Epoch(val) [88][196/196] accuracy/top1: 67.9540 accuracy/top5: 87.9720data_time: 0.0665 time: 0.0999 2023/03/25 07:29:19 - mmengine - INFO - Epoch(train) [89][ 100/5005] lr: 7.6051e-03 eta: 2 days, 5:25:10 time: 0.1817 data_time: 0.0035 loss: 1.4524 2023/03/25 07:29:37 - mmengine - INFO - Epoch(train) [89][ 200/5005] lr: 7.6051e-03 eta: 2 days, 5:24:52 time: 0.1856 data_time: 0.0036 loss: 1.4853 2023/03/25 07:29:56 - mmengine - INFO - Epoch(train) [89][ 300/5005] lr: 7.6051e-03 eta: 2 days, 5:24:34 time: 0.1810 data_time: 0.0035 loss: 1.5697 2023/03/25 07:30:15 - mmengine - INFO - Epoch(train) [89][ 400/5005] lr: 7.6051e-03 eta: 2 days, 5:24:18 time: 0.1808 data_time: 0.0035 loss: 1.5486 2023/03/25 07:30:33 - mmengine - INFO - Epoch(train) [89][ 500/5005] lr: 7.6051e-03 eta: 2 days, 5:24:00 time: 0.1816 data_time: 0.0035 loss: 1.3839 2023/03/25 07:30:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:30:52 - mmengine - INFO - Epoch(train) [89][ 600/5005] lr: 7.6051e-03 eta: 2 days, 5:23:42 time: 0.1813 data_time: 0.0035 loss: 1.4058 2023/03/25 07:31:10 - mmengine - INFO - Epoch(train) [89][ 700/5005] lr: 7.6051e-03 eta: 2 days, 5:23:24 time: 0.1808 data_time: 0.0035 loss: 1.7563 2023/03/25 07:31:28 - mmengine - INFO - Epoch(train) [89][ 800/5005] lr: 7.6051e-03 eta: 2 days, 5:23:07 time: 0.1824 data_time: 0.0035 loss: 1.5226 2023/03/25 07:31:47 - mmengine - INFO - Epoch(train) [89][ 900/5005] lr: 7.6051e-03 eta: 2 days, 5:22:49 time: 0.1823 data_time: 0.0035 loss: 1.5531 2023/03/25 07:32:06 - mmengine - INFO - Epoch(train) [89][1000/5005] lr: 7.6051e-03 eta: 2 days, 5:22:32 time: 0.1810 data_time: 0.0035 loss: 1.4894 2023/03/25 07:32:24 - mmengine - INFO - Epoch(train) [89][1100/5005] lr: 7.6051e-03 eta: 2 days, 5:22:14 time: 0.1778 data_time: 0.0035 loss: 1.5428 2023/03/25 07:32:42 - mmengine - INFO - Epoch(train) [89][1200/5005] lr: 7.6051e-03 eta: 2 days, 5:21:56 time: 0.1827 data_time: 0.0035 loss: 1.5601 2023/03/25 07:33:01 - mmengine - INFO - Epoch(train) [89][1300/5005] lr: 7.6051e-03 eta: 2 days, 5:21:39 time: 0.1812 data_time: 0.0035 loss: 1.2533 2023/03/25 07:33:20 - mmengine - INFO - Epoch(train) [89][1400/5005] lr: 7.6051e-03 eta: 2 days, 5:21:22 time: 0.1808 data_time: 0.0035 loss: 1.5007 2023/03/25 07:33:38 - mmengine - INFO - Epoch(train) [89][1500/5005] lr: 7.6051e-03 eta: 2 days, 5:21:04 time: 0.1822 data_time: 0.0035 loss: 1.5914 2023/03/25 07:33:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:33:57 - mmengine - INFO - Epoch(train) [89][1600/5005] lr: 7.6051e-03 eta: 2 days, 5:20:47 time: 0.1839 data_time: 0.0035 loss: 1.5508 2023/03/25 07:34:16 - mmengine - INFO - Epoch(train) [89][1700/5005] lr: 7.6051e-03 eta: 2 days, 5:20:29 time: 0.1833 data_time: 0.0035 loss: 1.6047 2023/03/25 07:34:34 - mmengine - INFO - Epoch(train) [89][1800/5005] lr: 7.6051e-03 eta: 2 days, 5:20:12 time: 0.1821 data_time: 0.0037 loss: 1.4580 2023/03/25 07:34:53 - mmengine - INFO - Epoch(train) [89][1900/5005] lr: 7.6051e-03 eta: 2 days, 5:19:54 time: 0.1829 data_time: 0.0036 loss: 1.6258 2023/03/25 07:35:11 - mmengine - INFO - Epoch(train) [89][2000/5005] lr: 7.6051e-03 eta: 2 days, 5:19:37 time: 0.1822 data_time: 0.0034 loss: 1.3474 2023/03/25 07:35:30 - mmengine - INFO - Epoch(train) [89][2100/5005] lr: 7.6051e-03 eta: 2 days, 5:19:19 time: 0.1832 data_time: 0.0037 loss: 1.5319 2023/03/25 07:35:49 - mmengine - INFO - Epoch(train) [89][2200/5005] lr: 7.6051e-03 eta: 2 days, 5:19:02 time: 0.2072 data_time: 0.0035 loss: 1.5301 2023/03/25 07:36:07 - mmengine - INFO - Epoch(train) [89][2300/5005] lr: 7.6051e-03 eta: 2 days, 5:18:44 time: 0.1806 data_time: 0.0035 loss: 1.5157 2023/03/25 07:36:26 - mmengine - INFO - Epoch(train) [89][2400/5005] lr: 7.6051e-03 eta: 2 days, 5:18:27 time: 0.1819 data_time: 0.0035 loss: 1.5573 2023/03/25 07:36:44 - mmengine - INFO - Epoch(train) [89][2500/5005] lr: 7.6051e-03 eta: 2 days, 5:18:09 time: 0.1841 data_time: 0.0035 loss: 1.7607 2023/03/25 07:36:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:37:02 - mmengine - INFO - Epoch(train) [89][2600/5005] lr: 7.6051e-03 eta: 2 days, 5:17:51 time: 0.1816 data_time: 0.0035 loss: 1.5717 2023/03/25 07:37:21 - mmengine - INFO - Epoch(train) [89][2700/5005] lr: 7.6051e-03 eta: 2 days, 5:17:34 time: 0.1821 data_time: 0.0035 loss: 1.4688 2023/03/25 07:37:40 - mmengine - INFO - Epoch(train) [89][2800/5005] lr: 7.6051e-03 eta: 2 days, 5:17:16 time: 0.1846 data_time: 0.0035 loss: 1.3993 2023/03/25 07:37:58 - mmengine - INFO - Epoch(train) [89][2900/5005] lr: 7.6051e-03 eta: 2 days, 5:16:59 time: 0.1833 data_time: 0.0035 loss: 1.5031 2023/03/25 07:38:17 - mmengine - INFO - Epoch(train) [89][3000/5005] lr: 7.6051e-03 eta: 2 days, 5:16:41 time: 0.1823 data_time: 0.0035 loss: 1.5083 2023/03/25 07:38:35 - mmengine - INFO - Epoch(train) [89][3100/5005] lr: 7.6051e-03 eta: 2 days, 5:16:24 time: 0.1810 data_time: 0.0036 loss: 1.5150 2023/03/25 07:38:54 - mmengine - INFO - Epoch(train) [89][3200/5005] lr: 7.6051e-03 eta: 2 days, 5:16:07 time: 0.1816 data_time: 0.0035 loss: 1.2879 2023/03/25 07:39:13 - mmengine - INFO - Epoch(train) [89][3300/5005] lr: 7.6051e-03 eta: 2 days, 5:15:49 time: 0.1812 data_time: 0.0035 loss: 1.5851 2023/03/25 07:39:31 - mmengine - INFO - Epoch(train) [89][3400/5005] lr: 7.6051e-03 eta: 2 days, 5:15:32 time: 0.1816 data_time: 0.0035 loss: 1.4374 2023/03/25 07:39:50 - mmengine - INFO - Epoch(train) [89][3500/5005] lr: 7.6051e-03 eta: 2 days, 5:15:14 time: 0.1827 data_time: 0.0036 loss: 1.5026 2023/03/25 07:40:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:40:08 - mmengine - INFO - Epoch(train) [89][3600/5005] lr: 7.6051e-03 eta: 2 days, 5:14:56 time: 0.1827 data_time: 0.0036 loss: 1.4144 2023/03/25 07:40:27 - mmengine - INFO - Epoch(train) [89][3700/5005] lr: 7.6051e-03 eta: 2 days, 5:14:39 time: 0.1811 data_time: 0.0035 loss: 1.4971 2023/03/25 07:40:45 - mmengine - INFO - Epoch(train) [89][3800/5005] lr: 7.6051e-03 eta: 2 days, 5:14:21 time: 0.1817 data_time: 0.0035 loss: 1.5523 2023/03/25 07:41:04 - mmengine - INFO - Epoch(train) [89][3900/5005] lr: 7.6051e-03 eta: 2 days, 5:14:04 time: 0.1807 data_time: 0.0034 loss: 1.5902 2023/03/25 07:41:22 - mmengine - INFO - Epoch(train) [89][4000/5005] lr: 7.6051e-03 eta: 2 days, 5:13:46 time: 0.1822 data_time: 0.0037 loss: 1.4889 2023/03/25 07:41:41 - mmengine - INFO - Epoch(train) [89][4100/5005] lr: 7.6051e-03 eta: 2 days, 5:13:29 time: 0.1833 data_time: 0.0036 loss: 1.5788 2023/03/25 07:42:00 - mmengine - INFO - Epoch(train) [89][4200/5005] lr: 7.6051e-03 eta: 2 days, 5:13:11 time: 0.1813 data_time: 0.0036 loss: 1.5518 2023/03/25 07:42:18 - mmengine - INFO - Epoch(train) [89][4300/5005] lr: 7.6051e-03 eta: 2 days, 5:12:54 time: 0.1827 data_time: 0.0036 loss: 1.5137 2023/03/25 07:42:37 - mmengine - INFO - Epoch(train) [89][4400/5005] lr: 7.6051e-03 eta: 2 days, 5:12:36 time: 0.1813 data_time: 0.0036 loss: 1.5791 2023/03/25 07:42:55 - mmengine - INFO - Epoch(train) [89][4500/5005] lr: 7.6051e-03 eta: 2 days, 5:12:18 time: 0.1831 data_time: 0.0035 loss: 1.6184 2023/03/25 07:43:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:43:14 - mmengine - INFO - Epoch(train) [89][4600/5005] lr: 7.6051e-03 eta: 2 days, 5:12:01 time: 0.1825 data_time: 0.0036 loss: 1.6689 2023/03/25 07:43:33 - mmengine - INFO - Epoch(train) [89][4700/5005] lr: 7.6051e-03 eta: 2 days, 5:11:44 time: 0.1827 data_time: 0.0036 loss: 1.3671 2023/03/25 07:43:51 - mmengine - INFO - Epoch(train) [89][4800/5005] lr: 7.6051e-03 eta: 2 days, 5:11:26 time: 0.1813 data_time: 0.0035 loss: 1.5399 2023/03/25 07:44:10 - mmengine - INFO - Epoch(train) [89][4900/5005] lr: 7.6051e-03 eta: 2 days, 5:11:09 time: 0.2023 data_time: 0.0035 loss: 1.4438 2023/03/25 07:44:28 - mmengine - INFO - Epoch(train) [89][5000/5005] lr: 7.6051e-03 eta: 2 days, 5:10:51 time: 0.1798 data_time: 0.0043 loss: 1.6362 2023/03/25 07:44:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:44:29 - mmengine - INFO - Saving checkpoint at 89 epochs 2023/03/25 07:44:37 - mmengine - INFO - Epoch(val) [89][100/196] eta: 0:00:06 time: 0.0606 data_time: 0.0221 2023/03/25 07:45:06 - mmengine - INFO - Epoch(val) [89][196/196] accuracy/top1: 67.6780 accuracy/top5: 87.9620data_time: 0.0678 time: 0.1019 2023/03/25 07:45:25 - mmengine - INFO - Epoch(train) [90][ 100/5005] lr: 7.4530e-03 eta: 2 days, 5:10:34 time: 0.1829 data_time: 0.0035 loss: 1.5104 2023/03/25 07:45:44 - mmengine - INFO - Epoch(train) [90][ 200/5005] lr: 7.4530e-03 eta: 2 days, 5:10:17 time: 0.1816 data_time: 0.0036 loss: 1.5531 2023/03/25 07:46:03 - mmengine - INFO - Epoch(train) [90][ 300/5005] lr: 7.4530e-03 eta: 2 days, 5:10:00 time: 0.2010 data_time: 0.0035 loss: 1.4650 2023/03/25 07:46:21 - mmengine - INFO - Epoch(train) [90][ 400/5005] lr: 7.4530e-03 eta: 2 days, 5:09:42 time: 0.1836 data_time: 0.0035 loss: 1.4881 2023/03/25 07:46:40 - mmengine - INFO - Epoch(train) [90][ 500/5005] lr: 7.4530e-03 eta: 2 days, 5:09:24 time: 0.1830 data_time: 0.0035 loss: 1.6652 2023/03/25 07:46:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:46:58 - mmengine - INFO - Epoch(train) [90][ 600/5005] lr: 7.4530e-03 eta: 2 days, 5:09:07 time: 0.1809 data_time: 0.0035 loss: 1.3554 2023/03/25 07:47:17 - mmengine - INFO - Epoch(train) [90][ 700/5005] lr: 7.4530e-03 eta: 2 days, 5:08:50 time: 0.2023 data_time: 0.0035 loss: 1.4869 2023/03/25 07:47:35 - mmengine - INFO - Epoch(train) [90][ 800/5005] lr: 7.4530e-03 eta: 2 days, 5:08:32 time: 0.1831 data_time: 0.0034 loss: 1.5738 2023/03/25 07:47:54 - mmengine - INFO - Epoch(train) [90][ 900/5005] lr: 7.4530e-03 eta: 2 days, 5:08:15 time: 0.1843 data_time: 0.0035 loss: 1.5643 2023/03/25 07:48:13 - mmengine - INFO - Epoch(train) [90][1000/5005] lr: 7.4530e-03 eta: 2 days, 5:07:57 time: 0.1849 data_time: 0.0035 loss: 1.6270 2023/03/25 07:48:31 - mmengine - INFO - Epoch(train) [90][1100/5005] lr: 7.4530e-03 eta: 2 days, 5:07:40 time: 0.1811 data_time: 0.0035 loss: 1.3640 2023/03/25 07:48:50 - mmengine - INFO - Epoch(train) [90][1200/5005] lr: 7.4530e-03 eta: 2 days, 5:07:22 time: 0.1825 data_time: 0.0037 loss: 1.5780 2023/03/25 07:49:09 - mmengine - INFO - Epoch(train) [90][1300/5005] lr: 7.4530e-03 eta: 2 days, 5:07:05 time: 0.1986 data_time: 0.0035 loss: 1.4918 2023/03/25 07:49:27 - mmengine - INFO - Epoch(train) [90][1400/5005] lr: 7.4530e-03 eta: 2 days, 5:06:47 time: 0.1827 data_time: 0.0036 loss: 1.4972 2023/03/25 07:49:46 - mmengine - INFO - Epoch(train) [90][1500/5005] lr: 7.4530e-03 eta: 2 days, 5:06:30 time: 0.2041 data_time: 0.0034 loss: 1.6729 2023/03/25 07:49:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:50:04 - mmengine - INFO - Epoch(train) [90][1600/5005] lr: 7.4530e-03 eta: 2 days, 5:06:12 time: 0.1825 data_time: 0.0035 loss: 1.7633 2023/03/25 07:50:23 - mmengine - INFO - Epoch(train) [90][1700/5005] lr: 7.4530e-03 eta: 2 days, 5:05:56 time: 0.1955 data_time: 0.0036 loss: 1.4579 2023/03/25 07:50:42 - mmengine - INFO - Epoch(train) [90][1800/5005] lr: 7.4530e-03 eta: 2 days, 5:05:38 time: 0.1836 data_time: 0.0036 loss: 1.5652 2023/03/25 07:51:00 - mmengine - INFO - Epoch(train) [90][1900/5005] lr: 7.4530e-03 eta: 2 days, 5:05:20 time: 0.1825 data_time: 0.0035 loss: 1.4553 2023/03/25 07:51:19 - mmengine - INFO - Epoch(train) [90][2000/5005] lr: 7.4530e-03 eta: 2 days, 5:05:03 time: 0.1835 data_time: 0.0035 loss: 1.3908 2023/03/25 07:51:37 - mmengine - INFO - Epoch(train) [90][2100/5005] lr: 7.4530e-03 eta: 2 days, 5:04:45 time: 0.1810 data_time: 0.0034 loss: 1.4828 2023/03/25 07:51:56 - mmengine - INFO - Epoch(train) [90][2200/5005] lr: 7.4530e-03 eta: 2 days, 5:04:28 time: 0.1829 data_time: 0.0035 loss: 1.4328 2023/03/25 07:52:15 - mmengine - INFO - Epoch(train) [90][2300/5005] lr: 7.4530e-03 eta: 2 days, 5:04:11 time: 0.1829 data_time: 0.0035 loss: 1.6556 2023/03/25 07:52:33 - mmengine - INFO - Epoch(train) [90][2400/5005] lr: 7.4530e-03 eta: 2 days, 5:03:53 time: 0.1813 data_time: 0.0036 loss: 1.4632 2023/03/25 07:52:52 - mmengine - INFO - Epoch(train) [90][2500/5005] lr: 7.4530e-03 eta: 2 days, 5:03:36 time: 0.1821 data_time: 0.0035 loss: 1.6046 2023/03/25 07:53:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:53:11 - mmengine - INFO - Epoch(train) [90][2600/5005] lr: 7.4530e-03 eta: 2 days, 5:03:19 time: 0.2028 data_time: 0.0035 loss: 1.4407 2023/03/25 07:53:29 - mmengine - INFO - Epoch(train) [90][2700/5005] lr: 7.4530e-03 eta: 2 days, 5:03:01 time: 0.1825 data_time: 0.0035 loss: 1.3929 2023/03/25 07:53:48 - mmengine - INFO - Epoch(train) [90][2800/5005] lr: 7.4530e-03 eta: 2 days, 5:02:44 time: 0.1834 data_time: 0.0036 loss: 1.7294 2023/03/25 07:54:07 - mmengine - INFO - Epoch(train) [90][2900/5005] lr: 7.4530e-03 eta: 2 days, 5:02:27 time: 0.1839 data_time: 0.0035 loss: 1.4133 2023/03/25 07:54:25 - mmengine - INFO - Epoch(train) [90][3000/5005] lr: 7.4530e-03 eta: 2 days, 5:02:09 time: 0.1802 data_time: 0.0036 loss: 1.3627 2023/03/25 07:54:44 - mmengine - INFO - Epoch(train) [90][3100/5005] lr: 7.4530e-03 eta: 2 days, 5:01:52 time: 0.1826 data_time: 0.0035 loss: 1.4928 2023/03/25 07:55:02 - mmengine - INFO - Epoch(train) [90][3200/5005] lr: 7.4530e-03 eta: 2 days, 5:01:34 time: 0.1836 data_time: 0.0035 loss: 1.3814 2023/03/25 07:55:21 - mmengine - INFO - Epoch(train) [90][3300/5005] lr: 7.4530e-03 eta: 2 days, 5:01:17 time: 0.1829 data_time: 0.0035 loss: 1.4250 2023/03/25 07:55:39 - mmengine - INFO - Epoch(train) [90][3400/5005] lr: 7.4530e-03 eta: 2 days, 5:00:59 time: 0.1850 data_time: 0.0035 loss: 1.5958 2023/03/25 07:55:58 - mmengine - INFO - Epoch(train) [90][3500/5005] lr: 7.4530e-03 eta: 2 days, 5:00:41 time: 0.1828 data_time: 0.0036 loss: 1.5995 2023/03/25 07:56:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:56:17 - mmengine - INFO - Epoch(train) [90][3600/5005] lr: 7.4530e-03 eta: 2 days, 5:00:25 time: 0.1830 data_time: 0.0035 loss: 1.4893 2023/03/25 07:56:36 - mmengine - INFO - Epoch(train) [90][3700/5005] lr: 7.4530e-03 eta: 2 days, 5:00:08 time: 0.1826 data_time: 0.0036 loss: 1.6119 2023/03/25 07:56:54 - mmengine - INFO - Epoch(train) [90][3800/5005] lr: 7.4530e-03 eta: 2 days, 4:59:50 time: 0.1820 data_time: 0.0035 loss: 1.4413 2023/03/25 07:57:13 - mmengine - INFO - Epoch(train) [90][3900/5005] lr: 7.4530e-03 eta: 2 days, 4:59:33 time: 0.1830 data_time: 0.0035 loss: 1.4551 2023/03/25 07:57:31 - mmengine - INFO - Epoch(train) [90][4000/5005] lr: 7.4530e-03 eta: 2 days, 4:59:15 time: 0.1833 data_time: 0.0035 loss: 1.4895 2023/03/25 07:57:50 - mmengine - INFO - Epoch(train) [90][4100/5005] lr: 7.4530e-03 eta: 2 days, 4:58:57 time: 0.1835 data_time: 0.0035 loss: 1.4978 2023/03/25 07:58:09 - mmengine - INFO - Epoch(train) [90][4200/5005] lr: 7.4530e-03 eta: 2 days, 4:58:40 time: 0.1825 data_time: 0.0036 loss: 1.4834 2023/03/25 07:58:27 - mmengine - INFO - Epoch(train) [90][4300/5005] lr: 7.4530e-03 eta: 2 days, 4:58:23 time: 0.1824 data_time: 0.0035 loss: 1.5078 2023/03/25 07:58:46 - mmengine - INFO - Epoch(train) [90][4400/5005] lr: 7.4530e-03 eta: 2 days, 4:58:05 time: 0.1837 data_time: 0.0035 loss: 1.4591 2023/03/25 07:59:04 - mmengine - INFO - Epoch(train) [90][4500/5005] lr: 7.4530e-03 eta: 2 days, 4:57:48 time: 0.1837 data_time: 0.0036 loss: 1.6074 2023/03/25 07:59:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 07:59:23 - mmengine - INFO - Epoch(train) [90][4600/5005] lr: 7.4530e-03 eta: 2 days, 4:57:31 time: 0.1827 data_time: 0.0035 loss: 1.5700 2023/03/25 07:59:42 - mmengine - INFO - Epoch(train) [90][4700/5005] lr: 7.4530e-03 eta: 2 days, 4:57:14 time: 0.1843 data_time: 0.0036 loss: 1.5500 2023/03/25 08:00:01 - mmengine - INFO - Epoch(train) [90][4800/5005] lr: 7.4530e-03 eta: 2 days, 4:56:56 time: 0.1848 data_time: 0.0035 loss: 1.5667 2023/03/25 08:00:19 - mmengine - INFO - Epoch(train) [90][4900/5005] lr: 7.4530e-03 eta: 2 days, 4:56:39 time: 0.1829 data_time: 0.0035 loss: 1.5370 2023/03/25 08:00:38 - mmengine - INFO - Epoch(train) [90][5000/5005] lr: 7.4530e-03 eta: 2 days, 4:56:21 time: 0.1778 data_time: 0.0042 loss: 1.4298 2023/03/25 08:00:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:00:39 - mmengine - INFO - Saving checkpoint at 90 epochs 2023/03/25 08:00:47 - mmengine - INFO - Epoch(val) [90][100/196] eta: 0:00:06 time: 0.0739 data_time: 0.0007 2023/03/25 08:01:16 - mmengine - INFO - Epoch(val) [90][196/196] accuracy/top1: 68.1720 accuracy/top5: 88.2920data_time: 0.0652 time: 0.1028 2023/03/25 08:01:35 - mmengine - INFO - Epoch(train) [91][ 100/5005] lr: 7.3040e-03 eta: 2 days, 4:56:05 time: 0.1814 data_time: 0.0035 loss: 1.4817 2023/03/25 08:01:54 - mmengine - INFO - Epoch(train) [91][ 200/5005] lr: 7.3040e-03 eta: 2 days, 4:55:47 time: 0.1814 data_time: 0.0035 loss: 1.3239 2023/03/25 08:02:12 - mmengine - INFO - Epoch(train) [91][ 300/5005] lr: 7.3040e-03 eta: 2 days, 4:55:29 time: 0.1835 data_time: 0.0035 loss: 1.5382 2023/03/25 08:02:31 - mmengine - INFO - Epoch(train) [91][ 400/5005] lr: 7.3040e-03 eta: 2 days, 4:55:12 time: 0.1810 data_time: 0.0035 loss: 1.4652 2023/03/25 08:02:50 - mmengine - INFO - Epoch(train) [91][ 500/5005] lr: 7.3040e-03 eta: 2 days, 4:54:54 time: 0.1830 data_time: 0.0035 loss: 1.5689 2023/03/25 08:02:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:03:08 - mmengine - INFO - Epoch(train) [91][ 600/5005] lr: 7.3040e-03 eta: 2 days, 4:54:37 time: 0.1824 data_time: 0.0035 loss: 1.4364 2023/03/25 08:03:27 - mmengine - INFO - Epoch(train) [91][ 700/5005] lr: 7.3040e-03 eta: 2 days, 4:54:20 time: 0.1827 data_time: 0.0036 loss: 1.3283 2023/03/25 08:03:45 - mmengine - INFO - Epoch(train) [91][ 800/5005] lr: 7.3040e-03 eta: 2 days, 4:54:02 time: 0.1804 data_time: 0.0036 loss: 1.5978 2023/03/25 08:04:04 - mmengine - INFO - Epoch(train) [91][ 900/5005] lr: 7.3040e-03 eta: 2 days, 4:53:44 time: 0.1822 data_time: 0.0036 loss: 1.4861 2023/03/25 08:04:23 - mmengine - INFO - Epoch(train) [91][1000/5005] lr: 7.3040e-03 eta: 2 days, 4:53:27 time: 0.1839 data_time: 0.0036 loss: 1.6039 2023/03/25 08:04:41 - mmengine - INFO - Epoch(train) [91][1100/5005] lr: 7.3040e-03 eta: 2 days, 4:53:09 time: 0.1836 data_time: 0.0035 loss: 1.4592 2023/03/25 08:05:00 - mmengine - INFO - Epoch(train) [91][1200/5005] lr: 7.3040e-03 eta: 2 days, 4:52:53 time: 0.1814 data_time: 0.0035 loss: 1.3457 2023/03/25 08:05:19 - mmengine - INFO - Epoch(train) [91][1300/5005] lr: 7.3040e-03 eta: 2 days, 4:52:35 time: 0.1960 data_time: 0.0035 loss: 1.5896 2023/03/25 08:05:37 - mmengine - INFO - Epoch(train) [91][1400/5005] lr: 7.3040e-03 eta: 2 days, 4:52:17 time: 0.1886 data_time: 0.0036 loss: 1.5425 2023/03/25 08:05:56 - mmengine - INFO - Epoch(train) [91][1500/5005] lr: 7.3040e-03 eta: 2 days, 4:52:00 time: 0.1829 data_time: 0.0035 loss: 1.5188 2023/03/25 08:06:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:06:15 - mmengine - INFO - Epoch(train) [91][1600/5005] lr: 7.3040e-03 eta: 2 days, 4:51:43 time: 0.1829 data_time: 0.0035 loss: 1.3325 2023/03/25 08:06:33 - mmengine - INFO - Epoch(train) [91][1700/5005] lr: 7.3040e-03 eta: 2 days, 4:51:25 time: 0.1838 data_time: 0.0038 loss: 1.4558 2023/03/25 08:06:52 - mmengine - INFO - Epoch(train) [91][1800/5005] lr: 7.3040e-03 eta: 2 days, 4:51:08 time: 0.1820 data_time: 0.0036 loss: 1.2814 2023/03/25 08:07:10 - mmengine - INFO - Epoch(train) [91][1900/5005] lr: 7.3040e-03 eta: 2 days, 4:50:51 time: 0.1821 data_time: 0.0036 loss: 1.4293 2023/03/25 08:07:29 - mmengine - INFO - Epoch(train) [91][2000/5005] lr: 7.3040e-03 eta: 2 days, 4:50:33 time: 0.1836 data_time: 0.0036 loss: 1.3480 2023/03/25 08:07:47 - mmengine - INFO - Epoch(train) [91][2100/5005] lr: 7.3040e-03 eta: 2 days, 4:50:15 time: 0.1832 data_time: 0.0036 loss: 1.4030 2023/03/25 08:08:06 - mmengine - INFO - Epoch(train) [91][2200/5005] lr: 7.3040e-03 eta: 2 days, 4:49:58 time: 0.1959 data_time: 0.0036 loss: 1.4153 2023/03/25 08:08:25 - mmengine - INFO - Epoch(train) [91][2300/5005] lr: 7.3040e-03 eta: 2 days, 4:49:41 time: 0.1789 data_time: 0.0036 loss: 1.6072 2023/03/25 08:08:43 - mmengine - INFO - Epoch(train) [91][2400/5005] lr: 7.3040e-03 eta: 2 days, 4:49:23 time: 0.1832 data_time: 0.0035 loss: 1.4423 2023/03/25 08:09:03 - mmengine - INFO - Epoch(train) [91][2500/5005] lr: 7.3040e-03 eta: 2 days, 4:49:07 time: 0.1812 data_time: 0.0036 loss: 1.4574 2023/03/25 08:09:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:09:21 - mmengine - INFO - Epoch(train) [91][2600/5005] lr: 7.3040e-03 eta: 2 days, 4:48:49 time: 0.1802 data_time: 0.0035 loss: 1.4563 2023/03/25 08:09:39 - mmengine - INFO - Epoch(train) [91][2700/5005] lr: 7.3040e-03 eta: 2 days, 4:48:31 time: 0.1835 data_time: 0.0036 loss: 1.4621 2023/03/25 08:09:58 - mmengine - INFO - Epoch(train) [91][2800/5005] lr: 7.3040e-03 eta: 2 days, 4:48:13 time: 0.1831 data_time: 0.0038 loss: 1.6053 2023/03/25 08:10:16 - mmengine - INFO - Epoch(train) [91][2900/5005] lr: 7.3040e-03 eta: 2 days, 4:47:55 time: 0.1824 data_time: 0.0041 loss: 1.4933 2023/03/25 08:10:35 - mmengine - INFO - Epoch(train) [91][3000/5005] lr: 7.3040e-03 eta: 2 days, 4:47:38 time: 0.1823 data_time: 0.0036 loss: 1.5132 2023/03/25 08:10:54 - mmengine - INFO - Epoch(train) [91][3100/5005] lr: 7.3040e-03 eta: 2 days, 4:47:21 time: 0.2012 data_time: 0.0035 loss: 1.3936 2023/03/25 08:11:13 - mmengine - INFO - Epoch(train) [91][3200/5005] lr: 7.3040e-03 eta: 2 days, 4:47:04 time: 0.1840 data_time: 0.0036 loss: 1.5977 2023/03/25 08:11:31 - mmengine - INFO - Epoch(train) [91][3300/5005] lr: 7.3040e-03 eta: 2 days, 4:46:47 time: 0.1833 data_time: 0.0036 loss: 1.7082 2023/03/25 08:11:50 - mmengine - INFO - Epoch(train) [91][3400/5005] lr: 7.3040e-03 eta: 2 days, 4:46:30 time: 0.2072 data_time: 0.0035 loss: 1.6350 2023/03/25 08:12:09 - mmengine - INFO - Epoch(train) [91][3500/5005] lr: 7.3040e-03 eta: 2 days, 4:46:12 time: 0.1829 data_time: 0.0035 loss: 1.6366 2023/03/25 08:12:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:12:27 - mmengine - INFO - Epoch(train) [91][3600/5005] lr: 7.3040e-03 eta: 2 days, 4:45:55 time: 0.1838 data_time: 0.0035 loss: 1.3429 2023/03/25 08:12:46 - mmengine - INFO - Epoch(train) [91][3700/5005] lr: 7.3040e-03 eta: 2 days, 4:45:38 time: 0.1825 data_time: 0.0035 loss: 1.6738 2023/03/25 08:13:04 - mmengine - INFO - Epoch(train) [91][3800/5005] lr: 7.3040e-03 eta: 2 days, 4:45:20 time: 0.1835 data_time: 0.0035 loss: 1.4600 2023/03/25 08:13:23 - mmengine - INFO - Epoch(train) [91][3900/5005] lr: 7.3040e-03 eta: 2 days, 4:45:02 time: 0.1839 data_time: 0.0036 loss: 1.5238 2023/03/25 08:13:42 - mmengine - INFO - Epoch(train) [91][4000/5005] lr: 7.3040e-03 eta: 2 days, 4:44:45 time: 0.1851 data_time: 0.0037 loss: 1.5638 2023/03/25 08:14:00 - mmengine - INFO - Epoch(train) [91][4100/5005] lr: 7.3040e-03 eta: 2 days, 4:44:27 time: 0.1815 data_time: 0.0037 loss: 1.5297 2023/03/25 08:14:19 - mmengine - INFO - Epoch(train) [91][4200/5005] lr: 7.3040e-03 eta: 2 days, 4:44:10 time: 0.1833 data_time: 0.0036 loss: 1.4919 2023/03/25 08:14:38 - mmengine - INFO - Epoch(train) [91][4300/5005] lr: 7.3040e-03 eta: 2 days, 4:43:53 time: 0.1820 data_time: 0.0036 loss: 1.6469 2023/03/25 08:14:57 - mmengine - INFO - Epoch(train) [91][4400/5005] lr: 7.3040e-03 eta: 2 days, 4:43:36 time: 0.1847 data_time: 0.0036 loss: 1.3701 2023/03/25 08:15:15 - mmengine - INFO - Epoch(train) [91][4500/5005] lr: 7.3040e-03 eta: 2 days, 4:43:19 time: 0.1855 data_time: 0.0037 loss: 1.7294 2023/03/25 08:15:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:15:34 - mmengine - INFO - Epoch(train) [91][4600/5005] lr: 7.3040e-03 eta: 2 days, 4:43:01 time: 0.1831 data_time: 0.0036 loss: 1.5408 2023/03/25 08:15:53 - mmengine - INFO - Epoch(train) [91][4700/5005] lr: 7.3040e-03 eta: 2 days, 4:42:44 time: 0.1836 data_time: 0.0035 loss: 1.5975 2023/03/25 08:16:11 - mmengine - INFO - Epoch(train) [91][4800/5005] lr: 7.3040e-03 eta: 2 days, 4:42:26 time: 0.1839 data_time: 0.0035 loss: 1.5638 2023/03/25 08:16:30 - mmengine - INFO - Epoch(train) [91][4900/5005] lr: 7.3040e-03 eta: 2 days, 4:42:09 time: 0.1822 data_time: 0.0036 loss: 1.4596 2023/03/25 08:16:48 - mmengine - INFO - Epoch(train) [91][5000/5005] lr: 7.3040e-03 eta: 2 days, 4:41:51 time: 0.1825 data_time: 0.0042 loss: 1.4977 2023/03/25 08:16:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:16:50 - mmengine - INFO - Saving checkpoint at 91 epochs 2023/03/25 08:16:57 - mmengine - INFO - Epoch(val) [91][100/196] eta: 0:00:06 time: 0.0602 data_time: 0.0192 2023/03/25 08:17:26 - mmengine - INFO - Epoch(val) [91][196/196] accuracy/top1: 68.4240 accuracy/top5: 88.3280data_time: 0.0669 time: 0.0996 2023/03/25 08:17:46 - mmengine - INFO - Epoch(train) [92][ 100/5005] lr: 7.1579e-03 eta: 2 days, 4:41:35 time: 0.1799 data_time: 0.0036 loss: 1.3810 2023/03/25 08:18:05 - mmengine - INFO - Epoch(train) [92][ 200/5005] lr: 7.1579e-03 eta: 2 days, 4:41:18 time: 0.1819 data_time: 0.0036 loss: 1.4254 2023/03/25 08:18:24 - mmengine - INFO - Epoch(train) [92][ 300/5005] lr: 7.1579e-03 eta: 2 days, 4:41:01 time: 0.1825 data_time: 0.0036 loss: 1.6023 2023/03/25 08:18:43 - mmengine - INFO - Epoch(train) [92][ 400/5005] lr: 7.1579e-03 eta: 2 days, 4:40:44 time: 0.1812 data_time: 0.0036 loss: 1.4895 2023/03/25 08:19:01 - mmengine - INFO - Epoch(train) [92][ 500/5005] lr: 7.1579e-03 eta: 2 days, 4:40:26 time: 0.1828 data_time: 0.0036 loss: 1.6202 2023/03/25 08:19:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:19:19 - mmengine - INFO - Epoch(train) [92][ 600/5005] lr: 7.1579e-03 eta: 2 days, 4:40:08 time: 0.1826 data_time: 0.0036 loss: 1.6721 2023/03/25 08:19:38 - mmengine - INFO - Epoch(train) [92][ 700/5005] lr: 7.1579e-03 eta: 2 days, 4:39:51 time: 0.1830 data_time: 0.0037 loss: 1.4215 2023/03/25 08:19:57 - mmengine - INFO - Epoch(train) [92][ 800/5005] lr: 7.1579e-03 eta: 2 days, 4:39:33 time: 0.1827 data_time: 0.0037 loss: 1.5249 2023/03/25 08:20:15 - mmengine - INFO - Epoch(train) [92][ 900/5005] lr: 7.1579e-03 eta: 2 days, 4:39:15 time: 0.1825 data_time: 0.0037 loss: 1.4351 2023/03/25 08:20:34 - mmengine - INFO - Epoch(train) [92][1000/5005] lr: 7.1579e-03 eta: 2 days, 4:38:58 time: 0.1822 data_time: 0.0036 loss: 1.5152 2023/03/25 08:20:53 - mmengine - INFO - Epoch(train) [92][1100/5005] lr: 7.1579e-03 eta: 2 days, 4:38:41 time: 0.1829 data_time: 0.0039 loss: 1.4221 2023/03/25 08:21:11 - mmengine - INFO - Epoch(train) [92][1200/5005] lr: 7.1579e-03 eta: 2 days, 4:38:24 time: 0.2065 data_time: 0.0036 loss: 1.4500 2023/03/25 08:21:30 - mmengine - INFO - Epoch(train) [92][1300/5005] lr: 7.1579e-03 eta: 2 days, 4:38:07 time: 0.1828 data_time: 0.0037 loss: 1.2782 2023/03/25 08:21:49 - mmengine - INFO - Epoch(train) [92][1400/5005] lr: 7.1579e-03 eta: 2 days, 4:37:49 time: 0.1837 data_time: 0.0036 loss: 1.5307 2023/03/25 08:22:07 - mmengine - INFO - Epoch(train) [92][1500/5005] lr: 7.1579e-03 eta: 2 days, 4:37:32 time: 0.1832 data_time: 0.0036 loss: 1.4506 2023/03/25 08:22:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:22:26 - mmengine - INFO - Epoch(train) [92][1600/5005] lr: 7.1579e-03 eta: 2 days, 4:37:14 time: 0.1829 data_time: 0.0036 loss: 1.5463 2023/03/25 08:22:45 - mmengine - INFO - Epoch(train) [92][1700/5005] lr: 7.1579e-03 eta: 2 days, 4:36:57 time: 0.1845 data_time: 0.0036 loss: 1.4475 2023/03/25 08:23:03 - mmengine - INFO - Epoch(train) [92][1800/5005] lr: 7.1579e-03 eta: 2 days, 4:36:39 time: 0.1823 data_time: 0.0037 loss: 1.5612 2023/03/25 08:23:22 - mmengine - INFO - Epoch(train) [92][1900/5005] lr: 7.1579e-03 eta: 2 days, 4:36:21 time: 0.1802 data_time: 0.0038 loss: 1.4541 2023/03/25 08:23:40 - mmengine - INFO - Epoch(train) [92][2000/5005] lr: 7.1579e-03 eta: 2 days, 4:36:05 time: 0.1823 data_time: 0.0037 loss: 1.5893 2023/03/25 08:23:59 - mmengine - INFO - Epoch(train) [92][2100/5005] lr: 7.1579e-03 eta: 2 days, 4:35:47 time: 0.1828 data_time: 0.0037 loss: 1.5959 2023/03/25 08:24:18 - mmengine - INFO - Epoch(train) [92][2200/5005] lr: 7.1579e-03 eta: 2 days, 4:35:31 time: 0.2042 data_time: 0.0036 loss: 1.6157 2023/03/25 08:24:37 - mmengine - INFO - Epoch(train) [92][2300/5005] lr: 7.1579e-03 eta: 2 days, 4:35:13 time: 0.1836 data_time: 0.0037 loss: 1.1939 2023/03/25 08:24:55 - mmengine - INFO - Epoch(train) [92][2400/5005] lr: 7.1579e-03 eta: 2 days, 4:34:55 time: 0.1816 data_time: 0.0036 loss: 1.5168 2023/03/25 08:25:14 - mmengine - INFO - Epoch(train) [92][2500/5005] lr: 7.1579e-03 eta: 2 days, 4:34:37 time: 0.1821 data_time: 0.0037 loss: 1.6713 2023/03/25 08:25:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:25:32 - mmengine - INFO - Epoch(train) [92][2600/5005] lr: 7.1579e-03 eta: 2 days, 4:34:20 time: 0.1830 data_time: 0.0037 loss: 1.5117 2023/03/25 08:25:51 - mmengine - INFO - Epoch(train) [92][2700/5005] lr: 7.1579e-03 eta: 2 days, 4:34:02 time: 0.1836 data_time: 0.0036 loss: 1.5937 2023/03/25 08:26:09 - mmengine - INFO - Epoch(train) [92][2800/5005] lr: 7.1579e-03 eta: 2 days, 4:33:44 time: 0.1833 data_time: 0.0036 loss: 1.6050 2023/03/25 08:26:28 - mmengine - INFO - Epoch(train) [92][2900/5005] lr: 7.1579e-03 eta: 2 days, 4:33:27 time: 0.1826 data_time: 0.0036 loss: 1.5096 2023/03/25 08:26:47 - mmengine - INFO - Epoch(train) [92][3000/5005] lr: 7.1579e-03 eta: 2 days, 4:33:11 time: 0.1834 data_time: 0.0036 loss: 1.3991 2023/03/25 08:27:06 - mmengine - INFO - Epoch(train) [92][3100/5005] lr: 7.1579e-03 eta: 2 days, 4:32:53 time: 0.1820 data_time: 0.0036 loss: 1.5585 2023/03/25 08:27:25 - mmengine - INFO - Epoch(train) [92][3200/5005] lr: 7.1579e-03 eta: 2 days, 4:32:37 time: 0.1816 data_time: 0.0036 loss: 1.5503 2023/03/25 08:27:43 - mmengine - INFO - Epoch(train) [92][3300/5005] lr: 7.1579e-03 eta: 2 days, 4:32:19 time: 0.1832 data_time: 0.0037 loss: 1.6608 2023/03/25 08:28:02 - mmengine - INFO - Epoch(train) [92][3400/5005] lr: 7.1579e-03 eta: 2 days, 4:32:01 time: 0.1825 data_time: 0.0036 loss: 1.4033 2023/03/25 08:28:20 - mmengine - INFO - Epoch(train) [92][3500/5005] lr: 7.1579e-03 eta: 2 days, 4:31:43 time: 0.1827 data_time: 0.0036 loss: 1.5159 2023/03/25 08:28:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:28:39 - mmengine - INFO - Epoch(train) [92][3600/5005] lr: 7.1579e-03 eta: 2 days, 4:31:26 time: 0.1823 data_time: 0.0036 loss: 1.3550 2023/03/25 08:28:57 - mmengine - INFO - Epoch(train) [92][3700/5005] lr: 7.1579e-03 eta: 2 days, 4:31:08 time: 0.1829 data_time: 0.0036 loss: 1.7498 2023/03/25 08:29:16 - mmengine - INFO - Epoch(train) [92][3800/5005] lr: 7.1579e-03 eta: 2 days, 4:30:51 time: 0.2018 data_time: 0.0036 loss: 1.5018 2023/03/25 08:29:35 - mmengine - INFO - Epoch(train) [92][3900/5005] lr: 7.1579e-03 eta: 2 days, 4:30:33 time: 0.1850 data_time: 0.0037 loss: 1.7560 2023/03/25 08:29:53 - mmengine - INFO - Epoch(train) [92][4000/5005] lr: 7.1579e-03 eta: 2 days, 4:30:16 time: 0.1833 data_time: 0.0036 loss: 1.4271 2023/03/25 08:30:13 - mmengine - INFO - Epoch(train) [92][4100/5005] lr: 7.1579e-03 eta: 2 days, 4:30:00 time: 0.1839 data_time: 0.0037 loss: 1.6799 2023/03/25 08:30:31 - mmengine - INFO - Epoch(train) [92][4200/5005] lr: 7.1579e-03 eta: 2 days, 4:29:42 time: 0.1829 data_time: 0.0037 loss: 1.5585 2023/03/25 08:30:50 - mmengine - INFO - Epoch(train) [92][4300/5005] lr: 7.1579e-03 eta: 2 days, 4:29:25 time: 0.1830 data_time: 0.0037 loss: 1.2750 2023/03/25 08:31:08 - mmengine - INFO - Epoch(train) [92][4400/5005] lr: 7.1579e-03 eta: 2 days, 4:29:07 time: 0.1821 data_time: 0.0037 loss: 1.4535 2023/03/25 08:31:27 - mmengine - INFO - Epoch(train) [92][4500/5005] lr: 7.1579e-03 eta: 2 days, 4:28:49 time: 0.1825 data_time: 0.0038 loss: 1.4915 2023/03/25 08:31:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:31:45 - mmengine - INFO - Epoch(train) [92][4600/5005] lr: 7.1579e-03 eta: 2 days, 4:28:31 time: 0.1833 data_time: 0.0036 loss: 1.6133 2023/03/25 08:32:04 - mmengine - INFO - Epoch(train) [92][4700/5005] lr: 7.1579e-03 eta: 2 days, 4:28:14 time: 0.1836 data_time: 0.0036 loss: 1.6652 2023/03/25 08:32:22 - mmengine - INFO - Epoch(train) [92][4800/5005] lr: 7.1579e-03 eta: 2 days, 4:27:56 time: 0.1831 data_time: 0.0037 loss: 1.5842 2023/03/25 08:32:41 - mmengine - INFO - Epoch(train) [92][4900/5005] lr: 7.1579e-03 eta: 2 days, 4:27:39 time: 0.1832 data_time: 0.0036 loss: 1.5587 2023/03/25 08:33:00 - mmengine - INFO - Epoch(train) [92][5000/5005] lr: 7.1579e-03 eta: 2 days, 4:27:23 time: 0.1810 data_time: 0.0043 loss: 1.6108 2023/03/25 08:33:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:33:01 - mmengine - INFO - Saving checkpoint at 92 epochs 2023/03/25 08:33:09 - mmengine - INFO - Epoch(val) [92][100/196] eta: 0:00:06 time: 0.0591 data_time: 0.0217 2023/03/25 08:33:38 - mmengine - INFO - Epoch(val) [92][196/196] accuracy/top1: 68.3720 accuracy/top5: 88.2320data_time: 0.0663 time: 0.0998 2023/03/25 08:33:58 - mmengine - INFO - Epoch(train) [93][ 100/5005] lr: 7.0147e-03 eta: 2 days, 4:27:07 time: 0.1848 data_time: 0.0036 loss: 1.5218 2023/03/25 08:34:16 - mmengine - INFO - Epoch(train) [93][ 200/5005] lr: 7.0147e-03 eta: 2 days, 4:26:49 time: 0.1825 data_time: 0.0036 loss: 1.6053 2023/03/25 08:34:35 - mmengine - INFO - Epoch(train) [93][ 300/5005] lr: 7.0147e-03 eta: 2 days, 4:26:32 time: 0.1840 data_time: 0.0038 loss: 1.3738 2023/03/25 08:34:53 - mmengine - INFO - Epoch(train) [93][ 400/5005] lr: 7.0147e-03 eta: 2 days, 4:26:14 time: 0.1841 data_time: 0.0036 loss: 1.2821 2023/03/25 08:35:12 - mmengine - INFO - Epoch(train) [93][ 500/5005] lr: 7.0147e-03 eta: 2 days, 4:25:57 time: 0.1818 data_time: 0.0037 loss: 1.6246 2023/03/25 08:35:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:35:31 - mmengine - INFO - Epoch(train) [93][ 600/5005] lr: 7.0147e-03 eta: 2 days, 4:25:39 time: 0.1818 data_time: 0.0037 loss: 1.4641 2023/03/25 08:35:49 - mmengine - INFO - Epoch(train) [93][ 700/5005] lr: 7.0147e-03 eta: 2 days, 4:25:21 time: 0.1831 data_time: 0.0036 loss: 1.6722 2023/03/25 08:36:08 - mmengine - INFO - Epoch(train) [93][ 800/5005] lr: 7.0147e-03 eta: 2 days, 4:25:03 time: 0.1837 data_time: 0.0036 loss: 1.7934 2023/03/25 08:36:26 - mmengine - INFO - Epoch(train) [93][ 900/5005] lr: 7.0147e-03 eta: 2 days, 4:24:46 time: 0.1828 data_time: 0.0036 loss: 1.6981 2023/03/25 08:36:46 - mmengine - INFO - Epoch(train) [93][1000/5005] lr: 7.0147e-03 eta: 2 days, 4:24:30 time: 0.1831 data_time: 0.0037 loss: 1.5739 2023/03/25 08:37:04 - mmengine - INFO - Epoch(train) [93][1100/5005] lr: 7.0147e-03 eta: 2 days, 4:24:12 time: 0.1830 data_time: 0.0036 loss: 1.8448 2023/03/25 08:37:23 - mmengine - INFO - Epoch(train) [93][1200/5005] lr: 7.0147e-03 eta: 2 days, 4:23:55 time: 0.1815 data_time: 0.0035 loss: 1.4853 2023/03/25 08:37:41 - mmengine - INFO - Epoch(train) [93][1300/5005] lr: 7.0147e-03 eta: 2 days, 4:23:37 time: 0.1833 data_time: 0.0036 loss: 1.5742 2023/03/25 08:38:00 - mmengine - INFO - Epoch(train) [93][1400/5005] lr: 7.0147e-03 eta: 2 days, 4:23:19 time: 0.1828 data_time: 0.0036 loss: 1.5597 2023/03/25 08:38:18 - mmengine - INFO - Epoch(train) [93][1500/5005] lr: 7.0147e-03 eta: 2 days, 4:23:02 time: 0.1811 data_time: 0.0037 loss: 1.5331 2023/03/25 08:38:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:38:37 - mmengine - INFO - Epoch(train) [93][1600/5005] lr: 7.0147e-03 eta: 2 days, 4:22:44 time: 0.1818 data_time: 0.0036 loss: 1.6420 2023/03/25 08:38:56 - mmengine - INFO - Epoch(train) [93][1700/5005] lr: 7.0147e-03 eta: 2 days, 4:22:27 time: 0.1835 data_time: 0.0036 loss: 1.5391 2023/03/25 08:39:14 - mmengine - INFO - Epoch(train) [93][1800/5005] lr: 7.0147e-03 eta: 2 days, 4:22:09 time: 0.1835 data_time: 0.0036 loss: 1.5876 2023/03/25 08:39:33 - mmengine - INFO - Epoch(train) [93][1900/5005] lr: 7.0147e-03 eta: 2 days, 4:21:52 time: 0.1848 data_time: 0.0038 loss: 1.4726 2023/03/25 08:39:52 - mmengine - INFO - Epoch(train) [93][2000/5005] lr: 7.0147e-03 eta: 2 days, 4:21:35 time: 0.1839 data_time: 0.0036 loss: 1.6330 2023/03/25 08:40:10 - mmengine - INFO - Epoch(train) [93][2100/5005] lr: 7.0147e-03 eta: 2 days, 4:21:17 time: 0.1822 data_time: 0.0036 loss: 1.3620 2023/03/25 08:40:29 - mmengine - INFO - Epoch(train) [93][2200/5005] lr: 7.0147e-03 eta: 2 days, 4:21:00 time: 0.2025 data_time: 0.0037 loss: 1.5319 2023/03/25 08:40:48 - mmengine - INFO - Epoch(train) [93][2300/5005] lr: 7.0147e-03 eta: 2 days, 4:20:42 time: 0.1834 data_time: 0.0039 loss: 1.5345 2023/03/25 08:41:06 - mmengine - INFO - Epoch(train) [93][2400/5005] lr: 7.0147e-03 eta: 2 days, 4:20:25 time: 0.1834 data_time: 0.0036 loss: 1.5447 2023/03/25 08:41:25 - mmengine - INFO - Epoch(train) [93][2500/5005] lr: 7.0147e-03 eta: 2 days, 4:20:08 time: 0.1970 data_time: 0.0037 loss: 1.2597 2023/03/25 08:41:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:41:44 - mmengine - INFO - Epoch(train) [93][2600/5005] lr: 7.0147e-03 eta: 2 days, 4:19:50 time: 0.1845 data_time: 0.0036 loss: 1.4459 2023/03/25 08:42:02 - mmengine - INFO - Epoch(train) [93][2700/5005] lr: 7.0147e-03 eta: 2 days, 4:19:33 time: 0.1822 data_time: 0.0036 loss: 1.5980 2023/03/25 08:42:21 - mmengine - INFO - Epoch(train) [93][2800/5005] lr: 7.0147e-03 eta: 2 days, 4:19:15 time: 0.1825 data_time: 0.0036 loss: 1.4852 2023/03/25 08:42:40 - mmengine - INFO - Epoch(train) [93][2900/5005] lr: 7.0147e-03 eta: 2 days, 4:18:59 time: 0.1978 data_time: 0.0036 loss: 1.3627 2023/03/25 08:42:59 - mmengine - INFO - Epoch(train) [93][3000/5005] lr: 7.0147e-03 eta: 2 days, 4:18:41 time: 0.1815 data_time: 0.0036 loss: 1.5875 2023/03/25 08:43:17 - mmengine - INFO - Epoch(train) [93][3100/5005] lr: 7.0147e-03 eta: 2 days, 4:18:24 time: 0.1836 data_time: 0.0036 loss: 1.6021 2023/03/25 08:43:36 - mmengine - INFO - Epoch(train) [93][3200/5005] lr: 7.0147e-03 eta: 2 days, 4:18:06 time: 0.1840 data_time: 0.0036 loss: 1.4240 2023/03/25 08:43:54 - mmengine - INFO - Epoch(train) [93][3300/5005] lr: 7.0147e-03 eta: 2 days, 4:17:49 time: 0.1845 data_time: 0.0037 loss: 1.6710 2023/03/25 08:44:13 - mmengine - INFO - Epoch(train) [93][3400/5005] lr: 7.0147e-03 eta: 2 days, 4:17:31 time: 0.1824 data_time: 0.0036 loss: 1.4563 2023/03/25 08:44:32 - mmengine - INFO - Epoch(train) [93][3500/5005] lr: 7.0147e-03 eta: 2 days, 4:17:13 time: 0.1860 data_time: 0.0036 loss: 1.4753 2023/03/25 08:44:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:44:50 - mmengine - INFO - Epoch(train) [93][3600/5005] lr: 7.0147e-03 eta: 2 days, 4:16:56 time: 0.1835 data_time: 0.0036 loss: 1.5375 2023/03/25 08:45:09 - mmengine - INFO - Epoch(train) [93][3700/5005] lr: 7.0147e-03 eta: 2 days, 4:16:39 time: 0.1826 data_time: 0.0036 loss: 1.5788 2023/03/25 08:45:28 - mmengine - INFO - Epoch(train) [93][3800/5005] lr: 7.0147e-03 eta: 2 days, 4:16:22 time: 0.1835 data_time: 0.0036 loss: 1.3278 2023/03/25 08:45:47 - mmengine - INFO - Epoch(train) [93][3900/5005] lr: 7.0147e-03 eta: 2 days, 4:16:05 time: 0.2042 data_time: 0.0036 loss: 1.6370 2023/03/25 08:46:05 - mmengine - INFO - Epoch(train) [93][4000/5005] lr: 7.0147e-03 eta: 2 days, 4:15:47 time: 0.1828 data_time: 0.0036 loss: 1.6838 2023/03/25 08:46:24 - mmengine - INFO - Epoch(train) [93][4100/5005] lr: 7.0147e-03 eta: 2 days, 4:15:30 time: 0.1831 data_time: 0.0037 loss: 1.4402 2023/03/25 08:46:43 - mmengine - INFO - Epoch(train) [93][4200/5005] lr: 7.0147e-03 eta: 2 days, 4:15:12 time: 0.1830 data_time: 0.0036 loss: 1.5949 2023/03/25 08:47:01 - mmengine - INFO - Epoch(train) [93][4300/5005] lr: 7.0147e-03 eta: 2 days, 4:14:55 time: 0.1829 data_time: 0.0036 loss: 1.3138 2023/03/25 08:47:20 - mmengine - INFO - Epoch(train) [93][4400/5005] lr: 7.0147e-03 eta: 2 days, 4:14:37 time: 0.1831 data_time: 0.0036 loss: 1.5984 2023/03/25 08:47:38 - mmengine - INFO - Epoch(train) [93][4500/5005] lr: 7.0147e-03 eta: 2 days, 4:14:20 time: 0.1836 data_time: 0.0036 loss: 1.7830 2023/03/25 08:47:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:47:57 - mmengine - INFO - Epoch(train) [93][4600/5005] lr: 7.0147e-03 eta: 2 days, 4:14:03 time: 0.1829 data_time: 0.0036 loss: 1.4988 2023/03/25 08:48:16 - mmengine - INFO - Epoch(train) [93][4700/5005] lr: 7.0147e-03 eta: 2 days, 4:13:45 time: 0.1829 data_time: 0.0036 loss: 1.4642 2023/03/25 08:48:34 - mmengine - INFO - Epoch(train) [93][4800/5005] lr: 7.0147e-03 eta: 2 days, 4:13:28 time: 0.1829 data_time: 0.0036 loss: 1.3641 2023/03/25 08:48:53 - mmengine - INFO - Epoch(train) [93][4900/5005] lr: 7.0147e-03 eta: 2 days, 4:13:11 time: 0.1826 data_time: 0.0037 loss: 1.3784 2023/03/25 08:49:12 - mmengine - INFO - Epoch(train) [93][5000/5005] lr: 7.0147e-03 eta: 2 days, 4:12:53 time: 0.1935 data_time: 0.0042 loss: 1.4839 2023/03/25 08:49:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:49:13 - mmengine - INFO - Saving checkpoint at 93 epochs 2023/03/25 08:49:21 - mmengine - INFO - Epoch(val) [93][100/196] eta: 0:00:06 time: 0.0598 data_time: 0.0212 2023/03/25 08:49:50 - mmengine - INFO - Epoch(val) [93][196/196] accuracy/top1: 68.1620 accuracy/top5: 88.1060data_time: 0.0660 time: 0.1017 2023/03/25 08:50:09 - mmengine - INFO - Epoch(train) [94][ 100/5005] lr: 6.8744e-03 eta: 2 days, 4:12:37 time: 0.1830 data_time: 0.0036 loss: 1.3242 2023/03/25 08:50:28 - mmengine - INFO - Epoch(train) [94][ 200/5005] lr: 6.8744e-03 eta: 2 days, 4:12:19 time: 0.1946 data_time: 0.0036 loss: 1.5206 2023/03/25 08:50:47 - mmengine - INFO - Epoch(train) [94][ 300/5005] lr: 6.8744e-03 eta: 2 days, 4:12:02 time: 0.1827 data_time: 0.0036 loss: 1.4610 2023/03/25 08:51:05 - mmengine - INFO - Epoch(train) [94][ 400/5005] lr: 6.8744e-03 eta: 2 days, 4:11:44 time: 0.1835 data_time: 0.0037 loss: 1.4604 2023/03/25 08:51:24 - mmengine - INFO - Epoch(train) [94][ 500/5005] lr: 6.8744e-03 eta: 2 days, 4:11:27 time: 0.1821 data_time: 0.0037 loss: 1.2831 2023/03/25 08:51:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:51:43 - mmengine - INFO - Epoch(train) [94][ 600/5005] lr: 6.8744e-03 eta: 2 days, 4:11:10 time: 0.1818 data_time: 0.0037 loss: 1.3884 2023/03/25 08:52:02 - mmengine - INFO - Epoch(train) [94][ 700/5005] lr: 6.8744e-03 eta: 2 days, 4:10:53 time: 0.2076 data_time: 0.0037 loss: 1.3287 2023/03/25 08:52:20 - mmengine - INFO - Epoch(train) [94][ 800/5005] lr: 6.8744e-03 eta: 2 days, 4:10:36 time: 0.1834 data_time: 0.0037 loss: 1.6091 2023/03/25 08:52:39 - mmengine - INFO - Epoch(train) [94][ 900/5005] lr: 6.8744e-03 eta: 2 days, 4:10:18 time: 0.1835 data_time: 0.0036 loss: 1.5485 2023/03/25 08:52:58 - mmengine - INFO - Epoch(train) [94][1000/5005] lr: 6.8744e-03 eta: 2 days, 4:10:00 time: 0.1824 data_time: 0.0036 loss: 1.5779 2023/03/25 08:53:16 - mmengine - INFO - Epoch(train) [94][1100/5005] lr: 6.8744e-03 eta: 2 days, 4:09:43 time: 0.1832 data_time: 0.0036 loss: 1.2417 2023/03/25 08:53:35 - mmengine - INFO - Epoch(train) [94][1200/5005] lr: 6.8744e-03 eta: 2 days, 4:09:26 time: 0.1808 data_time: 0.0036 loss: 1.7199 2023/03/25 08:53:54 - mmengine - INFO - Epoch(train) [94][1300/5005] lr: 6.8744e-03 eta: 2 days, 4:09:08 time: 0.2032 data_time: 0.0037 loss: 1.6222 2023/03/25 08:54:12 - mmengine - INFO - Epoch(train) [94][1400/5005] lr: 6.8744e-03 eta: 2 days, 4:08:51 time: 0.1837 data_time: 0.0037 loss: 1.6025 2023/03/25 08:54:31 - mmengine - INFO - Epoch(train) [94][1500/5005] lr: 6.8744e-03 eta: 2 days, 4:08:34 time: 0.1844 data_time: 0.0036 loss: 1.4597 2023/03/25 08:54:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:54:49 - mmengine - INFO - Epoch(train) [94][1600/5005] lr: 6.8744e-03 eta: 2 days, 4:08:16 time: 0.1830 data_time: 0.0036 loss: 1.3059 2023/03/25 08:55:08 - mmengine - INFO - Epoch(train) [94][1700/5005] lr: 6.8744e-03 eta: 2 days, 4:07:58 time: 0.1812 data_time: 0.0037 loss: 1.5112 2023/03/25 08:55:27 - mmengine - INFO - Epoch(train) [94][1800/5005] lr: 6.8744e-03 eta: 2 days, 4:07:41 time: 0.1817 data_time: 0.0037 loss: 1.6473 2023/03/25 08:55:45 - mmengine - INFO - Epoch(train) [94][1900/5005] lr: 6.8744e-03 eta: 2 days, 4:07:23 time: 0.1834 data_time: 0.0036 loss: 1.3494 2023/03/25 08:56:04 - mmengine - INFO - Epoch(train) [94][2000/5005] lr: 6.8744e-03 eta: 2 days, 4:07:06 time: 0.2023 data_time: 0.0038 loss: 1.4697 2023/03/25 08:56:23 - mmengine - INFO - Epoch(train) [94][2100/5005] lr: 6.8744e-03 eta: 2 days, 4:06:49 time: 0.1835 data_time: 0.0037 loss: 1.4728 2023/03/25 08:56:41 - mmengine - INFO - Epoch(train) [94][2200/5005] lr: 6.8744e-03 eta: 2 days, 4:06:31 time: 0.1809 data_time: 0.0037 loss: 1.3624 2023/03/25 08:57:00 - mmengine - INFO - Epoch(train) [94][2300/5005] lr: 6.8744e-03 eta: 2 days, 4:06:13 time: 0.1818 data_time: 0.0037 loss: 1.5226 2023/03/25 08:57:18 - mmengine - INFO - Epoch(train) [94][2400/5005] lr: 6.8744e-03 eta: 2 days, 4:05:56 time: 0.1838 data_time: 0.0037 loss: 1.6432 2023/03/25 08:57:37 - mmengine - INFO - Epoch(train) [94][2500/5005] lr: 6.8744e-03 eta: 2 days, 4:05:38 time: 0.1830 data_time: 0.0036 loss: 1.5811 2023/03/25 08:57:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 08:57:56 - mmengine - INFO - Epoch(train) [94][2600/5005] lr: 6.8744e-03 eta: 2 days, 4:05:20 time: 0.1838 data_time: 0.0038 loss: 1.5752 2023/03/25 08:58:14 - mmengine - INFO - Epoch(train) [94][2700/5005] lr: 6.8744e-03 eta: 2 days, 4:05:03 time: 0.1822 data_time: 0.0036 loss: 1.4672 2023/03/25 08:58:33 - mmengine - INFO - Epoch(train) [94][2800/5005] lr: 6.8744e-03 eta: 2 days, 4:04:46 time: 0.1828 data_time: 0.0038 loss: 1.5627 2023/03/25 08:58:52 - mmengine - INFO - Epoch(train) [94][2900/5005] lr: 6.8744e-03 eta: 2 days, 4:04:28 time: 0.1825 data_time: 0.0036 loss: 1.4524 2023/03/25 08:59:10 - mmengine - INFO - Epoch(train) [94][3000/5005] lr: 6.8744e-03 eta: 2 days, 4:04:10 time: 0.1829 data_time: 0.0036 loss: 1.2882 2023/03/25 08:59:29 - mmengine - INFO - Epoch(train) [94][3100/5005] lr: 6.8744e-03 eta: 2 days, 4:03:53 time: 0.1849 data_time: 0.0037 loss: 1.3202 2023/03/25 08:59:48 - mmengine - INFO - Epoch(train) [94][3200/5005] lr: 6.8744e-03 eta: 2 days, 4:03:36 time: 0.2062 data_time: 0.0038 loss: 1.5758 2023/03/25 09:00:06 - mmengine - INFO - Epoch(train) [94][3300/5005] lr: 6.8744e-03 eta: 2 days, 4:03:18 time: 0.1986 data_time: 0.0037 loss: 1.5188 2023/03/25 09:00:25 - mmengine - INFO - Epoch(train) [94][3400/5005] lr: 6.8744e-03 eta: 2 days, 4:03:01 time: 0.1827 data_time: 0.0038 loss: 1.4026 2023/03/25 09:00:43 - mmengine - INFO - Epoch(train) [94][3500/5005] lr: 6.8744e-03 eta: 2 days, 4:02:43 time: 0.1817 data_time: 0.0036 loss: 1.7175 2023/03/25 09:00:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:01:02 - mmengine - INFO - Epoch(train) [94][3600/5005] lr: 6.8744e-03 eta: 2 days, 4:02:26 time: 0.1815 data_time: 0.0036 loss: 1.4527 2023/03/25 09:01:21 - mmengine - INFO - Epoch(train) [94][3700/5005] lr: 6.8744e-03 eta: 2 days, 4:02:09 time: 0.1828 data_time: 0.0037 loss: 1.5801 2023/03/25 09:01:39 - mmengine - INFO - Epoch(train) [94][3800/5005] lr: 6.8744e-03 eta: 2 days, 4:01:51 time: 0.1824 data_time: 0.0037 loss: 1.3704 2023/03/25 09:01:58 - mmengine - INFO - Epoch(train) [94][3900/5005] lr: 6.8744e-03 eta: 2 days, 4:01:34 time: 0.1836 data_time: 0.0037 loss: 1.5721 2023/03/25 09:02:17 - mmengine - INFO - Epoch(train) [94][4000/5005] lr: 6.8744e-03 eta: 2 days, 4:01:16 time: 0.1820 data_time: 0.0037 loss: 1.3420 2023/03/25 09:02:35 - mmengine - INFO - Epoch(train) [94][4100/5005] lr: 6.8744e-03 eta: 2 days, 4:00:59 time: 0.1819 data_time: 0.0037 loss: 1.4087 2023/03/25 09:02:54 - mmengine - INFO - Epoch(train) [94][4200/5005] lr: 6.8744e-03 eta: 2 days, 4:00:42 time: 0.1821 data_time: 0.0037 loss: 1.5758 2023/03/25 09:03:13 - mmengine - INFO - Epoch(train) [94][4300/5005] lr: 6.8744e-03 eta: 2 days, 4:00:24 time: 0.1817 data_time: 0.0037 loss: 1.6729 2023/03/25 09:03:31 - mmengine - INFO - Epoch(train) [94][4400/5005] lr: 6.8744e-03 eta: 2 days, 4:00:06 time: 0.1843 data_time: 0.0036 loss: 1.5278 2023/03/25 09:03:50 - mmengine - INFO - Epoch(train) [94][4500/5005] lr: 6.8744e-03 eta: 2 days, 3:59:49 time: 0.1839 data_time: 0.0037 loss: 1.5715 2023/03/25 09:03:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:04:09 - mmengine - INFO - Epoch(train) [94][4600/5005] lr: 6.8744e-03 eta: 2 days, 3:59:32 time: 0.2089 data_time: 0.0036 loss: 1.3562 2023/03/25 09:04:27 - mmengine - INFO - Epoch(train) [94][4700/5005] lr: 6.8744e-03 eta: 2 days, 3:59:14 time: 0.1820 data_time: 0.0037 loss: 1.4053 2023/03/25 09:04:46 - mmengine - INFO - Epoch(train) [94][4800/5005] lr: 6.8744e-03 eta: 2 days, 3:58:56 time: 0.1833 data_time: 0.0037 loss: 1.4921 2023/03/25 09:05:05 - mmengine - INFO - Epoch(train) [94][4900/5005] lr: 6.8744e-03 eta: 2 days, 3:58:39 time: 0.1822 data_time: 0.0037 loss: 1.3589 2023/03/25 09:05:23 - mmengine - INFO - Epoch(train) [94][5000/5005] lr: 6.8744e-03 eta: 2 days, 3:58:21 time: 0.1811 data_time: 0.0043 loss: 1.5097 2023/03/25 09:05:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:05:24 - mmengine - INFO - Saving checkpoint at 94 epochs 2023/03/25 09:05:32 - mmengine - INFO - Epoch(val) [94][100/196] eta: 0:00:06 time: 0.0609 data_time: 0.0216 2023/03/25 09:06:02 - mmengine - INFO - Epoch(val) [94][196/196] accuracy/top1: 68.4160 accuracy/top5: 88.3300data_time: 0.0652 time: 0.1020 2023/03/25 09:06:21 - mmengine - INFO - Epoch(train) [95][ 100/5005] lr: 6.7370e-03 eta: 2 days, 3:58:06 time: 0.1829 data_time: 0.0038 loss: 1.5561 2023/03/25 09:06:40 - mmengine - INFO - Epoch(train) [95][ 200/5005] lr: 6.7370e-03 eta: 2 days, 3:57:48 time: 0.1829 data_time: 0.0036 loss: 1.5021 2023/03/25 09:06:59 - mmengine - INFO - Epoch(train) [95][ 300/5005] lr: 6.7370e-03 eta: 2 days, 3:57:31 time: 0.1798 data_time: 0.0036 loss: 1.4536 2023/03/25 09:07:17 - mmengine - INFO - Epoch(train) [95][ 400/5005] lr: 6.7370e-03 eta: 2 days, 3:57:13 time: 0.1840 data_time: 0.0037 loss: 1.4773 2023/03/25 09:07:36 - mmengine - INFO - Epoch(train) [95][ 500/5005] lr: 6.7370e-03 eta: 2 days, 3:56:55 time: 0.1826 data_time: 0.0036 loss: 1.3759 2023/03/25 09:07:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:07:54 - mmengine - INFO - Epoch(train) [95][ 600/5005] lr: 6.7370e-03 eta: 2 days, 3:56:37 time: 0.1838 data_time: 0.0036 loss: 1.5016 2023/03/25 09:08:13 - mmengine - INFO - Epoch(train) [95][ 700/5005] lr: 6.7370e-03 eta: 2 days, 3:56:20 time: 0.1834 data_time: 0.0036 loss: 1.5497 2023/03/25 09:08:31 - mmengine - INFO - Epoch(train) [95][ 800/5005] lr: 6.7370e-03 eta: 2 days, 3:56:02 time: 0.1848 data_time: 0.0036 loss: 1.3773 2023/03/25 09:08:50 - mmengine - INFO - Epoch(train) [95][ 900/5005] lr: 6.7370e-03 eta: 2 days, 3:55:45 time: 0.1987 data_time: 0.0037 loss: 1.5849 2023/03/25 09:09:09 - mmengine - INFO - Epoch(train) [95][1000/5005] lr: 6.7370e-03 eta: 2 days, 3:55:28 time: 0.1833 data_time: 0.0039 loss: 1.4500 2023/03/25 09:09:27 - mmengine - INFO - Epoch(train) [95][1100/5005] lr: 6.7370e-03 eta: 2 days, 3:55:10 time: 0.1833 data_time: 0.0036 loss: 1.3690 2023/03/25 09:09:46 - mmengine - INFO - Epoch(train) [95][1200/5005] lr: 6.7370e-03 eta: 2 days, 3:54:53 time: 0.1826 data_time: 0.0038 loss: 1.5960 2023/03/25 09:10:05 - mmengine - INFO - Epoch(train) [95][1300/5005] lr: 6.7370e-03 eta: 2 days, 3:54:35 time: 0.1835 data_time: 0.0036 loss: 1.6827 2023/03/25 09:10:23 - mmengine - INFO - Epoch(train) [95][1400/5005] lr: 6.7370e-03 eta: 2 days, 3:54:17 time: 0.1985 data_time: 0.0036 loss: 1.5478 2023/03/25 09:10:42 - mmengine - INFO - Epoch(train) [95][1500/5005] lr: 6.7370e-03 eta: 2 days, 3:54:00 time: 0.1845 data_time: 0.0036 loss: 1.2917 2023/03/25 09:10:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:11:01 - mmengine - INFO - Epoch(train) [95][1600/5005] lr: 6.7370e-03 eta: 2 days, 3:53:42 time: 0.1815 data_time: 0.0036 loss: 1.6036 2023/03/25 09:11:19 - mmengine - INFO - Epoch(train) [95][1700/5005] lr: 6.7370e-03 eta: 2 days, 3:53:25 time: 0.1814 data_time: 0.0036 loss: 1.5773 2023/03/25 09:11:38 - mmengine - INFO - Epoch(train) [95][1800/5005] lr: 6.7370e-03 eta: 2 days, 3:53:07 time: 0.1812 data_time: 0.0036 loss: 1.7175 2023/03/25 09:11:57 - mmengine - INFO - Epoch(train) [95][1900/5005] lr: 6.7370e-03 eta: 2 days, 3:52:50 time: 0.1847 data_time: 0.0037 loss: 1.5018 2023/03/25 09:12:15 - mmengine - INFO - Epoch(train) [95][2000/5005] lr: 6.7370e-03 eta: 2 days, 3:52:32 time: 0.1836 data_time: 0.0036 loss: 1.3919 2023/03/25 09:12:34 - mmengine - INFO - Epoch(train) [95][2100/5005] lr: 6.7370e-03 eta: 2 days, 3:52:15 time: 0.1821 data_time: 0.0037 loss: 1.4383 2023/03/25 09:12:53 - mmengine - INFO - Epoch(train) [95][2200/5005] lr: 6.7370e-03 eta: 2 days, 3:51:58 time: 0.1838 data_time: 0.0037 loss: 1.4465 2023/03/25 09:13:11 - mmengine - INFO - Epoch(train) [95][2300/5005] lr: 6.7370e-03 eta: 2 days, 3:51:40 time: 0.1843 data_time: 0.0036 loss: 1.4324 2023/03/25 09:13:30 - mmengine - INFO - Epoch(train) [95][2400/5005] lr: 6.7370e-03 eta: 2 days, 3:51:23 time: 0.1834 data_time: 0.0036 loss: 1.4882 2023/03/25 09:13:49 - mmengine - INFO - Epoch(train) [95][2500/5005] lr: 6.7370e-03 eta: 2 days, 3:51:06 time: 0.1827 data_time: 0.0037 loss: 1.4031 2023/03/25 09:13:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:14:07 - mmengine - INFO - Epoch(train) [95][2600/5005] lr: 6.7370e-03 eta: 2 days, 3:50:48 time: 0.1833 data_time: 0.0037 loss: 1.4700 2023/03/25 09:14:26 - mmengine - INFO - Epoch(train) [95][2700/5005] lr: 6.7370e-03 eta: 2 days, 3:50:30 time: 0.1833 data_time: 0.0037 loss: 1.4615 2023/03/25 09:14:45 - mmengine - INFO - Epoch(train) [95][2800/5005] lr: 6.7370e-03 eta: 2 days, 3:50:13 time: 0.1827 data_time: 0.0036 loss: 1.5474 2023/03/25 09:15:03 - mmengine - INFO - Epoch(train) [95][2900/5005] lr: 6.7370e-03 eta: 2 days, 3:49:56 time: 0.1825 data_time: 0.0038 loss: 1.4622 2023/03/25 09:15:22 - mmengine - INFO - Epoch(train) [95][3000/5005] lr: 6.7370e-03 eta: 2 days, 3:49:38 time: 0.1827 data_time: 0.0036 loss: 1.4312 2023/03/25 09:15:41 - mmengine - INFO - Epoch(train) [95][3100/5005] lr: 6.7370e-03 eta: 2 days, 3:49:21 time: 0.1840 data_time: 0.0038 loss: 1.4907 2023/03/25 09:15:59 - mmengine - INFO - Epoch(train) [95][3200/5005] lr: 6.7370e-03 eta: 2 days, 3:49:03 time: 0.1841 data_time: 0.0036 loss: 1.4132 2023/03/25 09:16:18 - mmengine - INFO - Epoch(train) [95][3300/5005] lr: 6.7370e-03 eta: 2 days, 3:48:46 time: 0.1820 data_time: 0.0037 loss: 1.4498 2023/03/25 09:16:37 - mmengine - INFO - Epoch(train) [95][3400/5005] lr: 6.7370e-03 eta: 2 days, 3:48:29 time: 0.2041 data_time: 0.0037 loss: 1.4905 2023/03/25 09:16:55 - mmengine - INFO - Epoch(train) [95][3500/5005] lr: 6.7370e-03 eta: 2 days, 3:48:11 time: 0.2008 data_time: 0.0036 loss: 1.5450 2023/03/25 09:17:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:17:14 - mmengine - INFO - Epoch(train) [95][3600/5005] lr: 6.7370e-03 eta: 2 days, 3:47:53 time: 0.1827 data_time: 0.0039 loss: 1.5318 2023/03/25 09:17:32 - mmengine - INFO - Epoch(train) [95][3700/5005] lr: 6.7370e-03 eta: 2 days, 3:47:36 time: 0.1828 data_time: 0.0037 loss: 1.8585 2023/03/25 09:17:51 - mmengine - INFO - Epoch(train) [95][3800/5005] lr: 6.7370e-03 eta: 2 days, 3:47:19 time: 0.1830 data_time: 0.0037 loss: 1.4530 2023/03/25 09:18:10 - mmengine - INFO - Epoch(train) [95][3900/5005] lr: 6.7370e-03 eta: 2 days, 3:47:01 time: 0.1827 data_time: 0.0037 loss: 1.4176 2023/03/25 09:18:28 - mmengine - INFO - Epoch(train) [95][4000/5005] lr: 6.7370e-03 eta: 2 days, 3:46:43 time: 0.1837 data_time: 0.0036 loss: 1.4873 2023/03/25 09:18:47 - mmengine - INFO - Epoch(train) [95][4100/5005] lr: 6.7370e-03 eta: 2 days, 3:46:25 time: 0.1840 data_time: 0.0037 loss: 1.6027 2023/03/25 09:19:06 - mmengine - INFO - Epoch(train) [95][4200/5005] lr: 6.7370e-03 eta: 2 days, 3:46:08 time: 0.1826 data_time: 0.0037 loss: 1.5656 2023/03/25 09:19:25 - mmengine - INFO - Epoch(train) [95][4300/5005] lr: 6.7370e-03 eta: 2 days, 3:45:51 time: 0.2068 data_time: 0.0036 loss: 1.5988 2023/03/25 09:19:43 - mmengine - INFO - Epoch(train) [95][4400/5005] lr: 6.7370e-03 eta: 2 days, 3:45:34 time: 0.1826 data_time: 0.0036 loss: 1.4131 2023/03/25 09:20:02 - mmengine - INFO - Epoch(train) [95][4500/5005] lr: 6.7370e-03 eta: 2 days, 3:45:16 time: 0.1829 data_time: 0.0037 loss: 1.4072 2023/03/25 09:20:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:20:21 - mmengine - INFO - Epoch(train) [95][4600/5005] lr: 6.7370e-03 eta: 2 days, 3:44:59 time: 0.1829 data_time: 0.0037 loss: 1.6216 2023/03/25 09:20:39 - mmengine - INFO - Epoch(train) [95][4700/5005] lr: 6.7370e-03 eta: 2 days, 3:44:41 time: 0.1953 data_time: 0.0036 loss: 1.4104 2023/03/25 09:20:58 - mmengine - INFO - Epoch(train) [95][4800/5005] lr: 6.7370e-03 eta: 2 days, 3:44:24 time: 0.1807 data_time: 0.0036 loss: 1.4052 2023/03/25 09:21:16 - mmengine - INFO - Epoch(train) [95][4900/5005] lr: 6.7370e-03 eta: 2 days, 3:44:06 time: 0.1826 data_time: 0.0037 loss: 1.5603 2023/03/25 09:21:35 - mmengine - INFO - Epoch(train) [95][5000/5005] lr: 6.7370e-03 eta: 2 days, 3:43:48 time: 0.1825 data_time: 0.0043 loss: 1.5950 2023/03/25 09:21:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:21:36 - mmengine - INFO - Saving checkpoint at 95 epochs 2023/03/25 09:21:44 - mmengine - INFO - Epoch(val) [95][100/196] eta: 0:00:06 time: 0.0650 data_time: 0.0255 2023/03/25 09:22:13 - mmengine - INFO - Epoch(val) [95][196/196] accuracy/top1: 68.1600 accuracy/top5: 88.2660data_time: 0.0666 time: 0.1010 2023/03/25 09:22:33 - mmengine - INFO - Epoch(train) [96][ 100/5005] lr: 6.6022e-03 eta: 2 days, 3:43:32 time: 0.1821 data_time: 0.0037 loss: 1.6314 2023/03/25 09:22:52 - mmengine - INFO - Epoch(train) [96][ 200/5005] lr: 6.6022e-03 eta: 2 days, 3:43:15 time: 0.1793 data_time: 0.0037 loss: 1.6133 2023/03/25 09:23:10 - mmengine - INFO - Epoch(train) [96][ 300/5005] lr: 6.6022e-03 eta: 2 days, 3:42:57 time: 0.1838 data_time: 0.0037 loss: 1.3506 2023/03/25 09:23:29 - mmengine - INFO - Epoch(train) [96][ 400/5005] lr: 6.6022e-03 eta: 2 days, 3:42:40 time: 0.1842 data_time: 0.0037 loss: 1.3322 2023/03/25 09:23:48 - mmengine - INFO - Epoch(train) [96][ 500/5005] lr: 6.6022e-03 eta: 2 days, 3:42:22 time: 0.1819 data_time: 0.0037 loss: 1.5236 2023/03/25 09:23:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:24:06 - mmengine - INFO - Epoch(train) [96][ 600/5005] lr: 6.6022e-03 eta: 2 days, 3:42:04 time: 0.1814 data_time: 0.0038 loss: 1.6113 2023/03/25 09:24:25 - mmengine - INFO - Epoch(train) [96][ 700/5005] lr: 6.6022e-03 eta: 2 days, 3:41:47 time: 0.1955 data_time: 0.0037 loss: 1.1910 2023/03/25 09:24:44 - mmengine - INFO - Epoch(train) [96][ 800/5005] lr: 6.6022e-03 eta: 2 days, 3:41:30 time: 0.1818 data_time: 0.0037 loss: 1.3630 2023/03/25 09:25:02 - mmengine - INFO - Epoch(train) [96][ 900/5005] lr: 6.6022e-03 eta: 2 days, 3:41:13 time: 0.1829 data_time: 0.0037 loss: 1.4569 2023/03/25 09:25:21 - mmengine - INFO - Epoch(train) [96][1000/5005] lr: 6.6022e-03 eta: 2 days, 3:40:55 time: 0.1816 data_time: 0.0037 loss: 1.5283 2023/03/25 09:25:40 - mmengine - INFO - Epoch(train) [96][1100/5005] lr: 6.6022e-03 eta: 2 days, 3:40:38 time: 0.1815 data_time: 0.0036 loss: 1.5349 2023/03/25 09:25:58 - mmengine - INFO - Epoch(train) [96][1200/5005] lr: 6.6022e-03 eta: 2 days, 3:40:20 time: 0.1839 data_time: 0.0037 loss: 1.5819 2023/03/25 09:26:17 - mmengine - INFO - Epoch(train) [96][1300/5005] lr: 6.6022e-03 eta: 2 days, 3:40:02 time: 0.1844 data_time: 0.0037 loss: 1.7501 2023/03/25 09:26:36 - mmengine - INFO - Epoch(train) [96][1400/5005] lr: 6.6022e-03 eta: 2 days, 3:39:45 time: 0.1848 data_time: 0.0038 loss: 1.5169 2023/03/25 09:26:55 - mmengine - INFO - Epoch(train) [96][1500/5005] lr: 6.6022e-03 eta: 2 days, 3:39:29 time: 0.2007 data_time: 0.0037 loss: 1.2442 2023/03/25 09:26:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:27:13 - mmengine - INFO - Epoch(train) [96][1600/5005] lr: 6.6022e-03 eta: 2 days, 3:39:11 time: 0.1845 data_time: 0.0037 loss: 1.5201 2023/03/25 09:27:32 - mmengine - INFO - Epoch(train) [96][1700/5005] lr: 6.6022e-03 eta: 2 days, 3:38:54 time: 0.1881 data_time: 0.0036 loss: 1.3505 2023/03/25 09:27:51 - mmengine - INFO - Epoch(train) [96][1800/5005] lr: 6.6022e-03 eta: 2 days, 3:38:36 time: 0.1817 data_time: 0.0037 loss: 1.2637 2023/03/25 09:28:09 - mmengine - INFO - Epoch(train) [96][1900/5005] lr: 6.6022e-03 eta: 2 days, 3:38:18 time: 0.1829 data_time: 0.0037 loss: 1.5021 2023/03/25 09:28:28 - mmengine - INFO - Epoch(train) [96][2000/5005] lr: 6.6022e-03 eta: 2 days, 3:38:00 time: 0.1821 data_time: 0.0036 loss: 1.5505 2023/03/25 09:28:46 - mmengine - INFO - Epoch(train) [96][2100/5005] lr: 6.6022e-03 eta: 2 days, 3:37:43 time: 0.1833 data_time: 0.0040 loss: 1.5179 2023/03/25 09:29:05 - mmengine - INFO - Epoch(train) [96][2200/5005] lr: 6.6022e-03 eta: 2 days, 3:37:25 time: 0.1981 data_time: 0.0037 loss: 1.5549 2023/03/25 09:29:24 - mmengine - INFO - Epoch(train) [96][2300/5005] lr: 6.6022e-03 eta: 2 days, 3:37:08 time: 0.1831 data_time: 0.0037 loss: 1.5102 2023/03/25 09:29:43 - mmengine - INFO - Epoch(train) [96][2400/5005] lr: 6.6022e-03 eta: 2 days, 3:36:51 time: 0.1825 data_time: 0.0038 loss: 1.3573 2023/03/25 09:30:01 - mmengine - INFO - Epoch(train) [96][2500/5005] lr: 6.6022e-03 eta: 2 days, 3:36:33 time: 0.1831 data_time: 0.0037 loss: 1.4146 2023/03/25 09:30:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:30:20 - mmengine - INFO - Epoch(train) [96][2600/5005] lr: 6.6022e-03 eta: 2 days, 3:36:16 time: 0.1839 data_time: 0.0039 loss: 1.4807 2023/03/25 09:30:38 - mmengine - INFO - Epoch(train) [96][2700/5005] lr: 6.6022e-03 eta: 2 days, 3:35:58 time: 0.1818 data_time: 0.0037 loss: 1.5618 2023/03/25 09:30:57 - mmengine - INFO - Epoch(train) [96][2800/5005] lr: 6.6022e-03 eta: 2 days, 3:35:41 time: 0.1813 data_time: 0.0037 loss: 1.6119 2023/03/25 09:31:16 - mmengine - INFO - Epoch(train) [96][2900/5005] lr: 6.6022e-03 eta: 2 days, 3:35:23 time: 0.1999 data_time: 0.0037 loss: 1.4232 2023/03/25 09:31:34 - mmengine - INFO - Epoch(train) [96][3000/5005] lr: 6.6022e-03 eta: 2 days, 3:35:05 time: 0.1827 data_time: 0.0037 loss: 1.4823 2023/03/25 09:31:53 - mmengine - INFO - Epoch(train) [96][3100/5005] lr: 6.6022e-03 eta: 2 days, 3:34:47 time: 0.1840 data_time: 0.0038 loss: 1.6127 2023/03/25 09:32:12 - mmengine - INFO - Epoch(train) [96][3200/5005] lr: 6.6022e-03 eta: 2 days, 3:34:31 time: 0.1836 data_time: 0.0037 loss: 1.5573 2023/03/25 09:32:30 - mmengine - INFO - Epoch(train) [96][3300/5005] lr: 6.6022e-03 eta: 2 days, 3:34:13 time: 0.1822 data_time: 0.0038 loss: 1.5340 2023/03/25 09:32:49 - mmengine - INFO - Epoch(train) [96][3400/5005] lr: 6.6022e-03 eta: 2 days, 3:33:56 time: 0.1992 data_time: 0.0037 loss: 1.4812 2023/03/25 09:33:08 - mmengine - INFO - Epoch(train) [96][3500/5005] lr: 6.6022e-03 eta: 2 days, 3:33:38 time: 0.1826 data_time: 0.0036 loss: 1.4988 2023/03/25 09:33:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:33:26 - mmengine - INFO - Epoch(train) [96][3600/5005] lr: 6.6022e-03 eta: 2 days, 3:33:20 time: 0.1825 data_time: 0.0038 loss: 1.4817 2023/03/25 09:33:45 - mmengine - INFO - Epoch(train) [96][3700/5005] lr: 6.6022e-03 eta: 2 days, 3:33:03 time: 0.1822 data_time: 0.0037 loss: 1.4019 2023/03/25 09:34:03 - mmengine - INFO - Epoch(train) [96][3800/5005] lr: 6.6022e-03 eta: 2 days, 3:32:45 time: 0.1837 data_time: 0.0037 loss: 1.4252 2023/03/25 09:34:22 - mmengine - INFO - Epoch(train) [96][3900/5005] lr: 6.6022e-03 eta: 2 days, 3:32:27 time: 0.1831 data_time: 0.0038 loss: 1.6545 2023/03/25 09:34:40 - mmengine - INFO - Epoch(train) [96][4000/5005] lr: 6.6022e-03 eta: 2 days, 3:32:09 time: 0.1826 data_time: 0.0038 loss: 1.4432 2023/03/25 09:34:59 - mmengine - INFO - Epoch(train) [96][4100/5005] lr: 6.6022e-03 eta: 2 days, 3:31:52 time: 0.2068 data_time: 0.0037 loss: 1.4523 2023/03/25 09:35:18 - mmengine - INFO - Epoch(train) [96][4200/5005] lr: 6.6022e-03 eta: 2 days, 3:31:35 time: 0.1839 data_time: 0.0037 loss: 1.3899 2023/03/25 09:35:37 - mmengine - INFO - Epoch(train) [96][4300/5005] lr: 6.6022e-03 eta: 2 days, 3:31:18 time: 0.2000 data_time: 0.0037 loss: 1.6179 2023/03/25 09:35:55 - mmengine - INFO - Epoch(train) [96][4400/5005] lr: 6.6022e-03 eta: 2 days, 3:31:00 time: 0.1825 data_time: 0.0037 loss: 1.3810 2023/03/25 09:36:14 - mmengine - INFO - Epoch(train) [96][4500/5005] lr: 6.6022e-03 eta: 2 days, 3:30:43 time: 0.1826 data_time: 0.0037 loss: 1.3838 2023/03/25 09:36:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:36:33 - mmengine - INFO - Epoch(train) [96][4600/5005] lr: 6.6022e-03 eta: 2 days, 3:30:25 time: 0.1830 data_time: 0.0037 loss: 1.5763 2023/03/25 09:36:51 - mmengine - INFO - Epoch(train) [96][4700/5005] lr: 6.6022e-03 eta: 2 days, 3:30:07 time: 0.1860 data_time: 0.0037 loss: 1.3442 2023/03/25 09:37:10 - mmengine - INFO - Epoch(train) [96][4800/5005] lr: 6.6022e-03 eta: 2 days, 3:29:49 time: 0.1828 data_time: 0.0037 loss: 1.4091 2023/03/25 09:37:28 - mmengine - INFO - Epoch(train) [96][4900/5005] lr: 6.6022e-03 eta: 2 days, 3:29:32 time: 0.1811 data_time: 0.0037 loss: 1.5505 2023/03/25 09:37:47 - mmengine - INFO - Epoch(train) [96][5000/5005] lr: 6.6022e-03 eta: 2 days, 3:29:14 time: 0.1839 data_time: 0.0045 loss: 1.4929 2023/03/25 09:37:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:37:48 - mmengine - INFO - Saving checkpoint at 96 epochs 2023/03/25 09:37:56 - mmengine - INFO - Epoch(val) [96][100/196] eta: 0:00:06 time: 0.0606 data_time: 0.0220 2023/03/25 09:38:25 - mmengine - INFO - Epoch(val) [96][196/196] accuracy/top1: 68.3660 accuracy/top5: 88.1480data_time: 0.0669 time: 0.1004 2023/03/25 09:38:45 - mmengine - INFO - Epoch(train) [97][ 100/5005] lr: 6.4702e-03 eta: 2 days, 3:28:59 time: 0.1839 data_time: 0.0037 loss: 1.3380 2023/03/25 09:39:03 - mmengine - INFO - Epoch(train) [97][ 200/5005] lr: 6.4702e-03 eta: 2 days, 3:28:41 time: 0.1820 data_time: 0.0038 loss: 1.5336 2023/03/25 09:39:22 - mmengine - INFO - Epoch(train) [97][ 300/5005] lr: 6.4702e-03 eta: 2 days, 3:28:24 time: 0.1835 data_time: 0.0037 loss: 1.5230 2023/03/25 09:39:40 - mmengine - INFO - Epoch(train) [97][ 400/5005] lr: 6.4702e-03 eta: 2 days, 3:28:06 time: 0.1833 data_time: 0.0037 loss: 1.4602 2023/03/25 09:39:59 - mmengine - INFO - Epoch(train) [97][ 500/5005] lr: 6.4702e-03 eta: 2 days, 3:27:48 time: 0.1840 data_time: 0.0037 loss: 1.5862 2023/03/25 09:40:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:40:18 - mmengine - INFO - Epoch(train) [97][ 600/5005] lr: 6.4702e-03 eta: 2 days, 3:27:30 time: 0.1843 data_time: 0.0037 loss: 1.5028 2023/03/25 09:40:36 - mmengine - INFO - Epoch(train) [97][ 700/5005] lr: 6.4702e-03 eta: 2 days, 3:27:13 time: 0.1826 data_time: 0.0036 loss: 1.5888 2023/03/25 09:40:55 - mmengine - INFO - Epoch(train) [97][ 800/5005] lr: 6.4702e-03 eta: 2 days, 3:26:56 time: 0.1831 data_time: 0.0039 loss: 1.3315 2023/03/25 09:41:14 - mmengine - INFO - Epoch(train) [97][ 900/5005] lr: 6.4702e-03 eta: 2 days, 3:26:38 time: 0.1838 data_time: 0.0037 loss: 1.4678 2023/03/25 09:41:32 - mmengine - INFO - Epoch(train) [97][1000/5005] lr: 6.4702e-03 eta: 2 days, 3:26:20 time: 0.1835 data_time: 0.0037 loss: 1.7522 2023/03/25 09:41:51 - mmengine - INFO - Epoch(train) [97][1100/5005] lr: 6.4702e-03 eta: 2 days, 3:26:03 time: 0.1828 data_time: 0.0037 loss: 1.4230 2023/03/25 09:42:10 - mmengine - INFO - Epoch(train) [97][1200/5005] lr: 6.4702e-03 eta: 2 days, 3:25:46 time: 0.1825 data_time: 0.0037 loss: 1.4877 2023/03/25 09:42:28 - mmengine - INFO - Epoch(train) [97][1300/5005] lr: 6.4702e-03 eta: 2 days, 3:25:28 time: 0.1830 data_time: 0.0036 loss: 1.5347 2023/03/25 09:42:47 - mmengine - INFO - Epoch(train) [97][1400/5005] lr: 6.4702e-03 eta: 2 days, 3:25:11 time: 0.1837 data_time: 0.0037 loss: 1.6068 2023/03/25 09:43:06 - mmengine - INFO - Epoch(train) [97][1500/5005] lr: 6.4702e-03 eta: 2 days, 3:24:54 time: 0.1840 data_time: 0.0037 loss: 1.6872 2023/03/25 09:43:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:43:24 - mmengine - INFO - Epoch(train) [97][1600/5005] lr: 6.4702e-03 eta: 2 days, 3:24:36 time: 0.1832 data_time: 0.0037 loss: 1.3584 2023/03/25 09:43:43 - mmengine - INFO - Epoch(train) [97][1700/5005] lr: 6.4702e-03 eta: 2 days, 3:24:18 time: 0.1835 data_time: 0.0037 loss: 1.4159 2023/03/25 09:44:02 - mmengine - INFO - Epoch(train) [97][1800/5005] lr: 6.4702e-03 eta: 2 days, 3:24:01 time: 0.1843 data_time: 0.0037 loss: 1.3740 2023/03/25 09:44:20 - mmengine - INFO - Epoch(train) [97][1900/5005] lr: 6.4702e-03 eta: 2 days, 3:23:43 time: 0.2073 data_time: 0.0037 loss: 1.5120 2023/03/25 09:44:39 - mmengine - INFO - Epoch(train) [97][2000/5005] lr: 6.4702e-03 eta: 2 days, 3:23:26 time: 0.1843 data_time: 0.0038 loss: 1.4251 2023/03/25 09:44:58 - mmengine - INFO - Epoch(train) [97][2100/5005] lr: 6.4702e-03 eta: 2 days, 3:23:08 time: 0.1828 data_time: 0.0037 loss: 1.3585 2023/03/25 09:45:17 - mmengine - INFO - Epoch(train) [97][2200/5005] lr: 6.4702e-03 eta: 2 days, 3:22:52 time: 0.1837 data_time: 0.0037 loss: 1.4568 2023/03/25 09:45:35 - mmengine - INFO - Epoch(train) [97][2300/5005] lr: 6.4702e-03 eta: 2 days, 3:22:34 time: 0.1833 data_time: 0.0037 loss: 1.4393 2023/03/25 09:45:54 - mmengine - INFO - Epoch(train) [97][2400/5005] lr: 6.4702e-03 eta: 2 days, 3:22:16 time: 0.1840 data_time: 0.0037 loss: 1.6138 2023/03/25 09:46:12 - mmengine - INFO - Epoch(train) [97][2500/5005] lr: 6.4702e-03 eta: 2 days, 3:21:59 time: 0.1836 data_time: 0.0037 loss: 1.5468 2023/03/25 09:46:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:46:31 - mmengine - INFO - Epoch(train) [97][2600/5005] lr: 6.4702e-03 eta: 2 days, 3:21:41 time: 0.1828 data_time: 0.0037 loss: 1.5864 2023/03/25 09:46:50 - mmengine - INFO - Epoch(train) [97][2700/5005] lr: 6.4702e-03 eta: 2 days, 3:21:23 time: 0.1832 data_time: 0.0040 loss: 1.4658 2023/03/25 09:47:09 - mmengine - INFO - Epoch(train) [97][2800/5005] lr: 6.4702e-03 eta: 2 days, 3:21:07 time: 0.2150 data_time: 0.0037 loss: 1.3222 2023/03/25 09:47:28 - mmengine - INFO - Epoch(train) [97][2900/5005] lr: 6.4702e-03 eta: 2 days, 3:20:50 time: 0.1834 data_time: 0.0037 loss: 1.2745 2023/03/25 09:47:46 - mmengine - INFO - Epoch(train) [97][3000/5005] lr: 6.4702e-03 eta: 2 days, 3:20:32 time: 0.1827 data_time: 0.0037 loss: 1.3914 2023/03/25 09:48:05 - mmengine - INFO - Epoch(train) [97][3100/5005] lr: 6.4702e-03 eta: 2 days, 3:20:14 time: 0.1806 data_time: 0.0038 loss: 1.3835 2023/03/25 09:48:23 - mmengine - INFO - Epoch(train) [97][3200/5005] lr: 6.4702e-03 eta: 2 days, 3:19:57 time: 0.1855 data_time: 0.0038 loss: 1.5734 2023/03/25 09:48:42 - mmengine - INFO - Epoch(train) [97][3300/5005] lr: 6.4702e-03 eta: 2 days, 3:19:39 time: 0.1837 data_time: 0.0037 loss: 1.2771 2023/03/25 09:49:00 - mmengine - INFO - Epoch(train) [97][3400/5005] lr: 6.4702e-03 eta: 2 days, 3:19:21 time: 0.1833 data_time: 0.0036 loss: 1.5045 2023/03/25 09:49:19 - mmengine - INFO - Epoch(train) [97][3500/5005] lr: 6.4702e-03 eta: 2 days, 3:19:04 time: 0.1844 data_time: 0.0038 loss: 1.4550 2023/03/25 09:49:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:49:38 - mmengine - INFO - Epoch(train) [97][3600/5005] lr: 6.4702e-03 eta: 2 days, 3:18:47 time: 0.1846 data_time: 0.0037 loss: 1.7409 2023/03/25 09:49:56 - mmengine - INFO - Epoch(train) [97][3700/5005] lr: 6.4702e-03 eta: 2 days, 3:18:29 time: 0.1829 data_time: 0.0037 loss: 1.3263 2023/03/25 09:50:15 - mmengine - INFO - Epoch(train) [97][3800/5005] lr: 6.4702e-03 eta: 2 days, 3:18:12 time: 0.1844 data_time: 0.0038 loss: 1.5386 2023/03/25 09:50:34 - mmengine - INFO - Epoch(train) [97][3900/5005] lr: 6.4702e-03 eta: 2 days, 3:17:54 time: 0.1828 data_time: 0.0037 loss: 1.5685 2023/03/25 09:50:53 - mmengine - INFO - Epoch(train) [97][4000/5005] lr: 6.4702e-03 eta: 2 days, 3:17:37 time: 0.1834 data_time: 0.0038 loss: 1.4805 2023/03/25 09:51:11 - mmengine - INFO - Epoch(train) [97][4100/5005] lr: 6.4702e-03 eta: 2 days, 3:17:20 time: 0.1810 data_time: 0.0036 loss: 1.5311 2023/03/25 09:51:30 - mmengine - INFO - Epoch(train) [97][4200/5005] lr: 6.4702e-03 eta: 2 days, 3:17:02 time: 0.1830 data_time: 0.0037 loss: 1.3587 2023/03/25 09:51:49 - mmengine - INFO - Epoch(train) [97][4300/5005] lr: 6.4702e-03 eta: 2 days, 3:16:45 time: 0.1820 data_time: 0.0037 loss: 1.5060 2023/03/25 09:52:07 - mmengine - INFO - Epoch(train) [97][4400/5005] lr: 6.4702e-03 eta: 2 days, 3:16:27 time: 0.1812 data_time: 0.0037 loss: 1.3961 2023/03/25 09:52:26 - mmengine - INFO - Epoch(train) [97][4500/5005] lr: 6.4702e-03 eta: 2 days, 3:16:09 time: 0.1828 data_time: 0.0037 loss: 1.4232 2023/03/25 09:52:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:52:45 - mmengine - INFO - Epoch(train) [97][4600/5005] lr: 6.4702e-03 eta: 2 days, 3:15:52 time: 0.1840 data_time: 0.0037 loss: 1.5111 2023/03/25 09:53:03 - mmengine - INFO - Epoch(train) [97][4700/5005] lr: 6.4702e-03 eta: 2 days, 3:15:34 time: 0.2008 data_time: 0.0037 loss: 1.4130 2023/03/25 09:53:22 - mmengine - INFO - Epoch(train) [97][4800/5005] lr: 6.4702e-03 eta: 2 days, 3:15:17 time: 0.1830 data_time: 0.0037 loss: 1.5157 2023/03/25 09:53:41 - mmengine - INFO - Epoch(train) [97][4900/5005] lr: 6.4702e-03 eta: 2 days, 3:15:00 time: 0.1837 data_time: 0.0037 loss: 1.6192 2023/03/25 09:54:00 - mmengine - INFO - Epoch(train) [97][5000/5005] lr: 6.4702e-03 eta: 2 days, 3:14:43 time: 0.1814 data_time: 0.0044 loss: 1.5377 2023/03/25 09:54:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:54:01 - mmengine - INFO - Saving checkpoint at 97 epochs 2023/03/25 09:54:09 - mmengine - INFO - Epoch(val) [97][100/196] eta: 0:00:06 time: 0.0619 data_time: 0.0232 2023/03/25 09:54:38 - mmengine - INFO - Epoch(val) [97][196/196] accuracy/top1: 68.6600 accuracy/top5: 88.4000data_time: 0.0641 time: 0.1015 2023/03/25 09:54:58 - mmengine - INFO - Epoch(train) [98][ 100/5005] lr: 6.3408e-03 eta: 2 days, 3:14:26 time: 0.1808 data_time: 0.0038 loss: 1.4028 2023/03/25 09:55:16 - mmengine - INFO - Epoch(train) [98][ 200/5005] lr: 6.3408e-03 eta: 2 days, 3:14:08 time: 0.1823 data_time: 0.0038 loss: 1.2673 2023/03/25 09:55:35 - mmengine - INFO - Epoch(train) [98][ 300/5005] lr: 6.3408e-03 eta: 2 days, 3:13:50 time: 0.1811 data_time: 0.0037 loss: 1.5429 2023/03/25 09:55:53 - mmengine - INFO - Epoch(train) [98][ 400/5005] lr: 6.3408e-03 eta: 2 days, 3:13:32 time: 0.1802 data_time: 0.0038 loss: 1.6021 2023/03/25 09:56:12 - mmengine - INFO - Epoch(train) [98][ 500/5005] lr: 6.3408e-03 eta: 2 days, 3:13:14 time: 0.1827 data_time: 0.0037 loss: 1.3524 2023/03/25 09:56:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:56:30 - mmengine - INFO - Epoch(train) [98][ 600/5005] lr: 6.3408e-03 eta: 2 days, 3:12:56 time: 0.1802 data_time: 0.0037 loss: 1.5478 2023/03/25 09:56:48 - mmengine - INFO - Epoch(train) [98][ 700/5005] lr: 6.3408e-03 eta: 2 days, 3:12:38 time: 0.1820 data_time: 0.0040 loss: 1.5552 2023/03/25 09:57:07 - mmengine - INFO - Epoch(train) [98][ 800/5005] lr: 6.3408e-03 eta: 2 days, 3:12:21 time: 0.2036 data_time: 0.0037 loss: 1.5467 2023/03/25 09:57:26 - mmengine - INFO - Epoch(train) [98][ 900/5005] lr: 6.3408e-03 eta: 2 days, 3:12:04 time: 0.1804 data_time: 0.0038 loss: 1.5890 2023/03/25 09:57:45 - mmengine - INFO - Epoch(train) [98][1000/5005] lr: 6.3408e-03 eta: 2 days, 3:11:47 time: 0.1818 data_time: 0.0037 loss: 1.5019 2023/03/25 09:58:04 - mmengine - INFO - Epoch(train) [98][1100/5005] lr: 6.3408e-03 eta: 2 days, 3:11:30 time: 0.1825 data_time: 0.0038 loss: 1.4707 2023/03/25 09:58:22 - mmengine - INFO - Epoch(train) [98][1200/5005] lr: 6.3408e-03 eta: 2 days, 3:11:12 time: 0.1830 data_time: 0.0039 loss: 1.6250 2023/03/25 09:58:41 - mmengine - INFO - Epoch(train) [98][1300/5005] lr: 6.3408e-03 eta: 2 days, 3:10:54 time: 0.1821 data_time: 0.0037 loss: 1.4967 2023/03/25 09:58:59 - mmengine - INFO - Epoch(train) [98][1400/5005] lr: 6.3408e-03 eta: 2 days, 3:10:36 time: 0.1829 data_time: 0.0037 loss: 1.5674 2023/03/25 09:59:17 - mmengine - INFO - Epoch(train) [98][1500/5005] lr: 6.3408e-03 eta: 2 days, 3:10:18 time: 0.1814 data_time: 0.0038 loss: 1.6228 2023/03/25 09:59:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 09:59:36 - mmengine - INFO - Epoch(train) [98][1600/5005] lr: 6.3408e-03 eta: 2 days, 3:10:00 time: 0.1817 data_time: 0.0038 loss: 1.3948 2023/03/25 09:59:55 - mmengine - INFO - Epoch(train) [98][1700/5005] lr: 6.3408e-03 eta: 2 days, 3:09:44 time: 0.2046 data_time: 0.0037 loss: 1.5189 2023/03/25 10:00:14 - mmengine - INFO - Epoch(train) [98][1800/5005] lr: 6.3408e-03 eta: 2 days, 3:09:26 time: 0.1821 data_time: 0.0038 loss: 1.4512 2023/03/25 10:00:33 - mmengine - INFO - Epoch(train) [98][1900/5005] lr: 6.3408e-03 eta: 2 days, 3:09:09 time: 0.1830 data_time: 0.0038 loss: 1.5574 2023/03/25 10:00:51 - mmengine - INFO - Epoch(train) [98][2000/5005] lr: 6.3408e-03 eta: 2 days, 3:08:51 time: 0.1799 data_time: 0.0036 loss: 1.6513 2023/03/25 10:01:10 - mmengine - INFO - Epoch(train) [98][2100/5005] lr: 6.3408e-03 eta: 2 days, 3:08:34 time: 0.1838 data_time: 0.0038 loss: 1.5180 2023/03/25 10:01:28 - mmengine - INFO - Epoch(train) [98][2200/5005] lr: 6.3408e-03 eta: 2 days, 3:08:16 time: 0.1842 data_time: 0.0038 loss: 1.3826 2023/03/25 10:01:47 - mmengine - INFO - Epoch(train) [98][2300/5005] lr: 6.3408e-03 eta: 2 days, 3:07:58 time: 0.1839 data_time: 0.0037 loss: 1.3969 2023/03/25 10:02:06 - mmengine - INFO - Epoch(train) [98][2400/5005] lr: 6.3408e-03 eta: 2 days, 3:07:41 time: 0.1798 data_time: 0.0038 loss: 1.5862 2023/03/25 10:02:24 - mmengine - INFO - Epoch(train) [98][2500/5005] lr: 6.3408e-03 eta: 2 days, 3:07:23 time: 0.1828 data_time: 0.0037 loss: 1.7524 2023/03/25 10:02:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:02:43 - mmengine - INFO - Epoch(train) [98][2600/5005] lr: 6.3408e-03 eta: 2 days, 3:07:06 time: 0.1802 data_time: 0.0038 loss: 1.3866 2023/03/25 10:03:02 - mmengine - INFO - Epoch(train) [98][2700/5005] lr: 6.3408e-03 eta: 2 days, 3:06:49 time: 0.2071 data_time: 0.0038 loss: 1.5137 2023/03/25 10:03:21 - mmengine - INFO - Epoch(train) [98][2800/5005] lr: 6.3408e-03 eta: 2 days, 3:06:31 time: 0.1826 data_time: 0.0040 loss: 1.5277 2023/03/25 10:03:39 - mmengine - INFO - Epoch(train) [98][2900/5005] lr: 6.3408e-03 eta: 2 days, 3:06:13 time: 0.1830 data_time: 0.0038 loss: 1.6753 2023/03/25 10:03:58 - mmengine - INFO - Epoch(train) [98][3000/5005] lr: 6.3408e-03 eta: 2 days, 3:05:56 time: 0.1821 data_time: 0.0037 loss: 1.4216 2023/03/25 10:04:17 - mmengine - INFO - Epoch(train) [98][3100/5005] lr: 6.3408e-03 eta: 2 days, 3:05:39 time: 0.1840 data_time: 0.0038 loss: 1.5386 2023/03/25 10:04:35 - mmengine - INFO - Epoch(train) [98][3200/5005] lr: 6.3408e-03 eta: 2 days, 3:05:21 time: 0.1819 data_time: 0.0038 loss: 1.6077 2023/03/25 10:04:54 - mmengine - INFO - Epoch(train) [98][3300/5005] lr: 6.3408e-03 eta: 2 days, 3:05:03 time: 0.1836 data_time: 0.0037 loss: 1.5650 2023/03/25 10:05:12 - mmengine - INFO - Epoch(train) [98][3400/5005] lr: 6.3408e-03 eta: 2 days, 3:04:46 time: 0.1838 data_time: 0.0040 loss: 1.8508 2023/03/25 10:05:31 - mmengine - INFO - Epoch(train) [98][3500/5005] lr: 6.3408e-03 eta: 2 days, 3:04:28 time: 0.1816 data_time: 0.0037 loss: 1.5970 2023/03/25 10:05:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:05:50 - mmengine - INFO - Epoch(train) [98][3600/5005] lr: 6.3408e-03 eta: 2 days, 3:04:10 time: 0.1810 data_time: 0.0040 loss: 1.4930 2023/03/25 10:06:09 - mmengine - INFO - Epoch(train) [98][3700/5005] lr: 6.3408e-03 eta: 2 days, 3:03:53 time: 0.1827 data_time: 0.0038 loss: 1.4385 2023/03/25 10:06:27 - mmengine - INFO - Epoch(train) [98][3800/5005] lr: 6.3408e-03 eta: 2 days, 3:03:36 time: 0.1820 data_time: 0.0038 loss: 1.3352 2023/03/25 10:06:46 - mmengine - INFO - Epoch(train) [98][3900/5005] lr: 6.3408e-03 eta: 2 days, 3:03:19 time: 0.1938 data_time: 0.0037 loss: 1.5441 2023/03/25 10:07:05 - mmengine - INFO - Epoch(train) [98][4000/5005] lr: 6.3408e-03 eta: 2 days, 3:03:01 time: 0.1838 data_time: 0.0038 loss: 1.4673 2023/03/25 10:07:23 - mmengine - INFO - Epoch(train) [98][4100/5005] lr: 6.3408e-03 eta: 2 days, 3:02:43 time: 0.1825 data_time: 0.0038 loss: 1.5283 2023/03/25 10:07:42 - mmengine - INFO - Epoch(train) [98][4200/5005] lr: 6.3408e-03 eta: 2 days, 3:02:25 time: 0.1835 data_time: 0.0040 loss: 1.6076 2023/03/25 10:08:00 - mmengine - INFO - Epoch(train) [98][4300/5005] lr: 6.3408e-03 eta: 2 days, 3:02:08 time: 0.1820 data_time: 0.0037 loss: 1.5960 2023/03/25 10:08:19 - mmengine - INFO - Epoch(train) [98][4400/5005] lr: 6.3408e-03 eta: 2 days, 3:01:50 time: 0.1831 data_time: 0.0038 loss: 1.5555 2023/03/25 10:08:38 - mmengine - INFO - Epoch(train) [98][4500/5005] lr: 6.3408e-03 eta: 2 days, 3:01:33 time: 0.1828 data_time: 0.0037 loss: 1.6219 2023/03/25 10:08:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:08:57 - mmengine - INFO - Epoch(train) [98][4600/5005] lr: 6.3408e-03 eta: 2 days, 3:01:16 time: 0.1948 data_time: 0.0039 loss: 1.4060 2023/03/25 10:09:15 - mmengine - INFO - Epoch(train) [98][4700/5005] lr: 6.3408e-03 eta: 2 days, 3:00:58 time: 0.1840 data_time: 0.0037 loss: 1.5382 2023/03/25 10:09:34 - mmengine - INFO - Epoch(train) [98][4800/5005] lr: 6.3408e-03 eta: 2 days, 3:00:40 time: 0.1839 data_time: 0.0038 loss: 1.4856 2023/03/25 10:09:52 - mmengine - INFO - Epoch(train) [98][4900/5005] lr: 6.3408e-03 eta: 2 days, 3:00:23 time: 0.1826 data_time: 0.0037 loss: 1.4420 2023/03/25 10:10:11 - mmengine - INFO - Epoch(train) [98][5000/5005] lr: 6.3408e-03 eta: 2 days, 3:00:05 time: 0.1810 data_time: 0.0044 loss: 1.4940 2023/03/25 10:10:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:10:12 - mmengine - INFO - Saving checkpoint at 98 epochs 2023/03/25 10:10:20 - mmengine - INFO - Epoch(val) [98][100/196] eta: 0:00:06 time: 0.0609 data_time: 0.0227 2023/03/25 10:10:50 - mmengine - INFO - Epoch(val) [98][196/196] accuracy/top1: 68.5580 accuracy/top5: 88.4780data_time: 0.0656 time: 0.1008 2023/03/25 10:11:09 - mmengine - INFO - Epoch(train) [99][ 100/5005] lr: 6.2140e-03 eta: 2 days, 2:59:49 time: 0.1868 data_time: 0.0037 loss: 1.4447 2023/03/25 10:11:28 - mmengine - INFO - Epoch(train) [99][ 200/5005] lr: 6.2140e-03 eta: 2 days, 2:59:32 time: 0.1838 data_time: 0.0039 loss: 1.4013 2023/03/25 10:11:47 - mmengine - INFO - Epoch(train) [99][ 300/5005] lr: 6.2140e-03 eta: 2 days, 2:59:14 time: 0.1829 data_time: 0.0038 loss: 1.2941 2023/03/25 10:12:05 - mmengine - INFO - Epoch(train) [99][ 400/5005] lr: 6.2140e-03 eta: 2 days, 2:58:56 time: 0.1838 data_time: 0.0037 loss: 1.4593 2023/03/25 10:12:24 - mmengine - INFO - Epoch(train) [99][ 500/5005] lr: 6.2140e-03 eta: 2 days, 2:58:39 time: 0.1810 data_time: 0.0037 loss: 1.6045 2023/03/25 10:12:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:12:43 - mmengine - INFO - Epoch(train) [99][ 600/5005] lr: 6.2140e-03 eta: 2 days, 2:58:21 time: 0.1840 data_time: 0.0036 loss: 1.4962 2023/03/25 10:13:01 - mmengine - INFO - Epoch(train) [99][ 700/5005] lr: 6.2140e-03 eta: 2 days, 2:58:03 time: 0.1834 data_time: 0.0037 loss: 1.3439 2023/03/25 10:13:20 - mmengine - INFO - Epoch(train) [99][ 800/5005] lr: 6.2140e-03 eta: 2 days, 2:57:45 time: 0.1844 data_time: 0.0038 loss: 1.4013 2023/03/25 10:13:38 - mmengine - INFO - Epoch(train) [99][ 900/5005] lr: 6.2140e-03 eta: 2 days, 2:57:28 time: 0.1837 data_time: 0.0037 loss: 1.5932 2023/03/25 10:13:57 - mmengine - INFO - Epoch(train) [99][1000/5005] lr: 6.2140e-03 eta: 2 days, 2:57:10 time: 0.1829 data_time: 0.0037 loss: 1.6088 2023/03/25 10:14:16 - mmengine - INFO - Epoch(train) [99][1100/5005] lr: 6.2140e-03 eta: 2 days, 2:56:53 time: 0.2098 data_time: 0.0037 loss: 1.5067 2023/03/25 10:14:34 - mmengine - INFO - Epoch(train) [99][1200/5005] lr: 6.2140e-03 eta: 2 days, 2:56:35 time: 0.1820 data_time: 0.0038 loss: 1.2983 2023/03/25 10:14:53 - mmengine - INFO - Epoch(train) [99][1300/5005] lr: 6.2140e-03 eta: 2 days, 2:56:18 time: 0.1815 data_time: 0.0037 loss: 1.4083 2023/03/25 10:15:12 - mmengine - INFO - Epoch(train) [99][1400/5005] lr: 6.2140e-03 eta: 2 days, 2:56:00 time: 0.1866 data_time: 0.0037 loss: 1.4409 2023/03/25 10:15:30 - mmengine - INFO - Epoch(train) [99][1500/5005] lr: 6.2140e-03 eta: 2 days, 2:55:43 time: 0.1825 data_time: 0.0038 loss: 1.5379 2023/03/25 10:15:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:15:49 - mmengine - INFO - Epoch(train) [99][1600/5005] lr: 6.2140e-03 eta: 2 days, 2:55:25 time: 0.1829 data_time: 0.0037 loss: 1.5173 2023/03/25 10:16:08 - mmengine - INFO - Epoch(train) [99][1700/5005] lr: 6.2140e-03 eta: 2 days, 2:55:08 time: 0.1840 data_time: 0.0037 loss: 1.3231 2023/03/25 10:16:26 - mmengine - INFO - Epoch(train) [99][1800/5005] lr: 6.2140e-03 eta: 2 days, 2:54:50 time: 0.1833 data_time: 0.0037 loss: 1.4535 2023/03/25 10:16:45 - mmengine - INFO - Epoch(train) [99][1900/5005] lr: 6.2140e-03 eta: 2 days, 2:54:32 time: 0.1846 data_time: 0.0038 loss: 1.7197 2023/03/25 10:17:03 - mmengine - INFO - Epoch(train) [99][2000/5005] lr: 6.2140e-03 eta: 2 days, 2:54:14 time: 0.1840 data_time: 0.0037 loss: 1.6899 2023/03/25 10:17:22 - mmengine - INFO - Epoch(train) [99][2100/5005] lr: 6.2140e-03 eta: 2 days, 2:53:57 time: 0.1839 data_time: 0.0037 loss: 1.6111 2023/03/25 10:17:41 - mmengine - INFO - Epoch(train) [99][2200/5005] lr: 6.2140e-03 eta: 2 days, 2:53:40 time: 0.1836 data_time: 0.0037 loss: 1.5172 2023/03/25 10:18:00 - mmengine - INFO - Epoch(train) [99][2300/5005] lr: 6.2140e-03 eta: 2 days, 2:53:23 time: 0.1836 data_time: 0.0037 loss: 1.5261 2023/03/25 10:18:19 - mmengine - INFO - Epoch(train) [99][2400/5005] lr: 6.2140e-03 eta: 2 days, 2:53:06 time: 0.1815 data_time: 0.0037 loss: 1.4399 2023/03/25 10:18:37 - mmengine - INFO - Epoch(train) [99][2500/5005] lr: 6.2140e-03 eta: 2 days, 2:52:48 time: 0.1846 data_time: 0.0040 loss: 1.5172 2023/03/25 10:18:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:18:56 - mmengine - INFO - Epoch(train) [99][2600/5005] lr: 6.2140e-03 eta: 2 days, 2:52:30 time: 0.1830 data_time: 0.0037 loss: 1.4148 2023/03/25 10:19:14 - mmengine - INFO - Epoch(train) [99][2700/5005] lr: 6.2140e-03 eta: 2 days, 2:52:12 time: 0.1841 data_time: 0.0038 loss: 1.5278 2023/03/25 10:19:33 - mmengine - INFO - Epoch(train) [99][2800/5005] lr: 6.2140e-03 eta: 2 days, 2:51:54 time: 0.1828 data_time: 0.0038 loss: 1.4257 2023/03/25 10:19:51 - mmengine - INFO - Epoch(train) [99][2900/5005] lr: 6.2140e-03 eta: 2 days, 2:51:37 time: 0.1837 data_time: 0.0037 loss: 1.4459 2023/03/25 10:20:11 - mmengine - INFO - Epoch(train) [99][3000/5005] lr: 6.2140e-03 eta: 2 days, 2:51:21 time: 0.2024 data_time: 0.0038 loss: 1.5480 2023/03/25 10:20:29 - mmengine - INFO - Epoch(train) [99][3100/5005] lr: 6.2140e-03 eta: 2 days, 2:51:03 time: 0.1815 data_time: 0.0037 loss: 1.3601 2023/03/25 10:20:48 - mmengine - INFO - Epoch(train) [99][3200/5005] lr: 6.2140e-03 eta: 2 days, 2:50:46 time: 0.1822 data_time: 0.0037 loss: 1.3587 2023/03/25 10:21:07 - mmengine - INFO - Epoch(train) [99][3300/5005] lr: 6.2140e-03 eta: 2 days, 2:50:28 time: 0.1814 data_time: 0.0038 loss: 1.4154 2023/03/25 10:21:26 - mmengine - INFO - Epoch(train) [99][3400/5005] lr: 6.2140e-03 eta: 2 days, 2:50:11 time: 0.1826 data_time: 0.0038 loss: 1.5944 2023/03/25 10:21:44 - mmengine - INFO - Epoch(train) [99][3500/5005] lr: 6.2140e-03 eta: 2 days, 2:49:53 time: 0.1828 data_time: 0.0038 loss: 1.3920 2023/03/25 10:21:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:22:03 - mmengine - INFO - Epoch(train) [99][3600/5005] lr: 6.2140e-03 eta: 2 days, 2:49:35 time: 0.1830 data_time: 0.0038 loss: 1.4273 2023/03/25 10:22:21 - mmengine - INFO - Epoch(train) [99][3700/5005] lr: 6.2140e-03 eta: 2 days, 2:49:17 time: 0.1822 data_time: 0.0038 loss: 1.2646 2023/03/25 10:22:40 - mmengine - INFO - Epoch(train) [99][3800/5005] lr: 6.2140e-03 eta: 2 days, 2:48:59 time: 0.1819 data_time: 0.0037 loss: 1.6516 2023/03/25 10:22:58 - mmengine - INFO - Epoch(train) [99][3900/5005] lr: 6.2140e-03 eta: 2 days, 2:48:42 time: 0.1838 data_time: 0.0037 loss: 1.5534 2023/03/25 10:23:17 - mmengine - INFO - Epoch(train) [99][4000/5005] lr: 6.2140e-03 eta: 2 days, 2:48:24 time: 0.1811 data_time: 0.0037 loss: 1.4964 2023/03/25 10:23:36 - mmengine - INFO - Epoch(train) [99][4100/5005] lr: 6.2140e-03 eta: 2 days, 2:48:07 time: 0.1800 data_time: 0.0037 loss: 1.4306 2023/03/25 10:23:55 - mmengine - INFO - Epoch(train) [99][4200/5005] lr: 6.2140e-03 eta: 2 days, 2:47:50 time: 0.1816 data_time: 0.0038 loss: 1.6333 2023/03/25 10:24:13 - mmengine - INFO - Epoch(train) [99][4300/5005] lr: 6.2140e-03 eta: 2 days, 2:47:32 time: 0.1848 data_time: 0.0038 loss: 1.8198 2023/03/25 10:24:32 - mmengine - INFO - Epoch(train) [99][4400/5005] lr: 6.2140e-03 eta: 2 days, 2:47:15 time: 0.1839 data_time: 0.0038 loss: 1.3747 2023/03/25 10:24:51 - mmengine - INFO - Epoch(train) [99][4500/5005] lr: 6.2140e-03 eta: 2 days, 2:46:57 time: 0.1828 data_time: 0.0037 loss: 1.2876 2023/03/25 10:24:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:25:09 - mmengine - INFO - Epoch(train) [99][4600/5005] lr: 6.2140e-03 eta: 2 days, 2:46:39 time: 0.1841 data_time: 0.0040 loss: 1.4657 2023/03/25 10:25:28 - mmengine - INFO - Epoch(train) [99][4700/5005] lr: 6.2140e-03 eta: 2 days, 2:46:22 time: 0.1839 data_time: 0.0038 loss: 1.7442 2023/03/25 10:25:46 - mmengine - INFO - Epoch(train) [99][4800/5005] lr: 6.2140e-03 eta: 2 days, 2:46:04 time: 0.1829 data_time: 0.0037 loss: 1.6805 2023/03/25 10:26:05 - mmengine - INFO - Epoch(train) [99][4900/5005] lr: 6.2140e-03 eta: 2 days, 2:45:46 time: 0.1829 data_time: 0.0038 loss: 1.3039 2023/03/25 10:26:24 - mmengine - INFO - Epoch(train) [99][5000/5005] lr: 6.2140e-03 eta: 2 days, 2:45:30 time: 0.1829 data_time: 0.0045 loss: 1.6423 2023/03/25 10:26:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:26:25 - mmengine - INFO - Saving checkpoint at 99 epochs 2023/03/25 10:26:33 - mmengine - INFO - Epoch(val) [99][100/196] eta: 0:00:06 time: 0.0601 data_time: 0.0229 2023/03/25 10:27:02 - mmengine - INFO - Epoch(val) [99][196/196] accuracy/top1: 68.6860 accuracy/top5: 88.2260data_time: 0.0676 time: 0.1024 2023/03/25 10:27:22 - mmengine - INFO - Epoch(train) [100][ 100/5005] lr: 6.0897e-03 eta: 2 days, 2:45:13 time: 0.1844 data_time: 0.0038 loss: 1.2844 2023/03/25 10:27:41 - mmengine - INFO - Epoch(train) [100][ 200/5005] lr: 6.0897e-03 eta: 2 days, 2:44:57 time: 0.1835 data_time: 0.0038 loss: 1.5005 2023/03/25 10:27:59 - mmengine - INFO - Epoch(train) [100][ 300/5005] lr: 6.0897e-03 eta: 2 days, 2:44:39 time: 0.1826 data_time: 0.0039 loss: 1.3761 2023/03/25 10:28:18 - mmengine - INFO - Epoch(train) [100][ 400/5005] lr: 6.0897e-03 eta: 2 days, 2:44:21 time: 0.1839 data_time: 0.0039 loss: 1.4125 2023/03/25 10:28:37 - mmengine - INFO - Epoch(train) [100][ 500/5005] lr: 6.0897e-03 eta: 2 days, 2:44:03 time: 0.1811 data_time: 0.0038 loss: 1.6044 2023/03/25 10:28:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:28:55 - mmengine - INFO - Epoch(train) [100][ 600/5005] lr: 6.0897e-03 eta: 2 days, 2:43:46 time: 0.1836 data_time: 0.0039 loss: 1.3583 2023/03/25 10:29:14 - mmengine - INFO - Epoch(train) [100][ 700/5005] lr: 6.0897e-03 eta: 2 days, 2:43:28 time: 0.1842 data_time: 0.0038 loss: 1.4786 2023/03/25 10:29:32 - mmengine - INFO - Epoch(train) [100][ 800/5005] lr: 6.0897e-03 eta: 2 days, 2:43:10 time: 0.1828 data_time: 0.0038 loss: 1.4634 2023/03/25 10:29:51 - mmengine - INFO - Epoch(train) [100][ 900/5005] lr: 6.0897e-03 eta: 2 days, 2:42:53 time: 0.1837 data_time: 0.0038 loss: 1.4189 2023/03/25 10:30:10 - mmengine - INFO - Epoch(train) [100][1000/5005] lr: 6.0897e-03 eta: 2 days, 2:42:35 time: 0.1847 data_time: 0.0039 loss: 1.3846 2023/03/25 10:30:29 - mmengine - INFO - Epoch(train) [100][1100/5005] lr: 6.0897e-03 eta: 2 days, 2:42:19 time: 0.2334 data_time: 0.0038 loss: 1.4896 2023/03/25 10:30:48 - mmengine - INFO - Epoch(train) [100][1200/5005] lr: 6.0897e-03 eta: 2 days, 2:42:02 time: 0.1844 data_time: 0.0038 loss: 1.6682 2023/03/25 10:31:06 - mmengine - INFO - Epoch(train) [100][1300/5005] lr: 6.0897e-03 eta: 2 days, 2:41:44 time: 0.1836 data_time: 0.0040 loss: 1.3457 2023/03/25 10:31:25 - mmengine - INFO - Epoch(train) [100][1400/5005] lr: 6.0897e-03 eta: 2 days, 2:41:27 time: 0.1846 data_time: 0.0039 loss: 1.3468 2023/03/25 10:31:44 - mmengine - INFO - Epoch(train) [100][1500/5005] lr: 6.0897e-03 eta: 2 days, 2:41:09 time: 0.1827 data_time: 0.0038 loss: 1.2382 2023/03/25 10:31:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:32:03 - mmengine - INFO - Epoch(train) [100][1600/5005] lr: 6.0897e-03 eta: 2 days, 2:40:52 time: 0.1813 data_time: 0.0038 loss: 1.4451 2023/03/25 10:32:21 - mmengine - INFO - Epoch(train) [100][1700/5005] lr: 6.0897e-03 eta: 2 days, 2:40:34 time: 0.1837 data_time: 0.0038 loss: 1.4358 2023/03/25 10:32:40 - mmengine - INFO - Epoch(train) [100][1800/5005] lr: 6.0897e-03 eta: 2 days, 2:40:17 time: 0.1824 data_time: 0.0038 loss: 1.4899 2023/03/25 10:32:59 - mmengine - INFO - Epoch(train) [100][1900/5005] lr: 6.0897e-03 eta: 2 days, 2:39:59 time: 0.1843 data_time: 0.0038 loss: 1.3979 2023/03/25 10:33:17 - mmengine - INFO - Epoch(train) [100][2000/5005] lr: 6.0897e-03 eta: 2 days, 2:39:41 time: 0.2053 data_time: 0.0039 loss: 1.4323 2023/03/25 10:33:36 - mmengine - INFO - Epoch(train) [100][2100/5005] lr: 6.0897e-03 eta: 2 days, 2:39:24 time: 0.1836 data_time: 0.0038 loss: 1.4994 2023/03/25 10:33:55 - mmengine - INFO - Epoch(train) [100][2200/5005] lr: 6.0897e-03 eta: 2 days, 2:39:07 time: 0.1837 data_time: 0.0039 loss: 1.4182 2023/03/25 10:34:14 - mmengine - INFO - Epoch(train) [100][2300/5005] lr: 6.0897e-03 eta: 2 days, 2:38:49 time: 0.1840 data_time: 0.0039 loss: 1.6187 2023/03/25 10:34:32 - mmengine - INFO - Epoch(train) [100][2400/5005] lr: 6.0897e-03 eta: 2 days, 2:38:32 time: 0.1834 data_time: 0.0038 loss: 1.5677 2023/03/25 10:34:51 - mmengine - INFO - Epoch(train) [100][2500/5005] lr: 6.0897e-03 eta: 2 days, 2:38:14 time: 0.1844 data_time: 0.0039 loss: 1.6819 2023/03/25 10:34:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:35:09 - mmengine - INFO - Epoch(train) [100][2600/5005] lr: 6.0897e-03 eta: 2 days, 2:37:56 time: 0.1839 data_time: 0.0038 loss: 1.4946 2023/03/25 10:35:28 - mmengine - INFO - Epoch(train) [100][2700/5005] lr: 6.0897e-03 eta: 2 days, 2:37:39 time: 0.1923 data_time: 0.0039 loss: 1.5150 2023/03/25 10:35:47 - mmengine - INFO - Epoch(train) [100][2800/5005] lr: 6.0897e-03 eta: 2 days, 2:37:21 time: 0.1837 data_time: 0.0039 loss: 1.4784 2023/03/25 10:36:05 - mmengine - INFO - Epoch(train) [100][2900/5005] lr: 6.0897e-03 eta: 2 days, 2:37:03 time: 0.2075 data_time: 0.0039 loss: 1.5186 2023/03/25 10:36:25 - mmengine - INFO - Epoch(train) [100][3000/5005] lr: 6.0897e-03 eta: 2 days, 2:36:48 time: 0.1819 data_time: 0.0038 loss: 1.3418 2023/03/25 10:36:44 - mmengine - INFO - Epoch(train) [100][3100/5005] lr: 6.0897e-03 eta: 2 days, 2:36:30 time: 0.1845 data_time: 0.0039 loss: 1.3919 2023/03/25 10:37:02 - mmengine - INFO - Epoch(train) [100][3200/5005] lr: 6.0897e-03 eta: 2 days, 2:36:12 time: 0.1824 data_time: 0.0039 loss: 1.5501 2023/03/25 10:37:21 - mmengine - INFO - Epoch(train) [100][3300/5005] lr: 6.0897e-03 eta: 2 days, 2:35:54 time: 0.1834 data_time: 0.0039 loss: 1.5152 2023/03/25 10:37:40 - mmengine - INFO - Epoch(train) [100][3400/5005] lr: 6.0897e-03 eta: 2 days, 2:35:37 time: 0.1837 data_time: 0.0038 loss: 1.3540 2023/03/25 10:37:58 - mmengine - INFO - Epoch(train) [100][3500/5005] lr: 6.0897e-03 eta: 2 days, 2:35:20 time: 0.1833 data_time: 0.0038 loss: 1.3281 2023/03/25 10:37:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:38:17 - mmengine - INFO - Epoch(train) [100][3600/5005] lr: 6.0897e-03 eta: 2 days, 2:35:02 time: 0.1828 data_time: 0.0039 loss: 1.5481 2023/03/25 10:38:36 - mmengine - INFO - Epoch(train) [100][3700/5005] lr: 6.0897e-03 eta: 2 days, 2:34:45 time: 0.2032 data_time: 0.0039 loss: 1.4769 2023/03/25 10:38:54 - mmengine - INFO - Epoch(train) [100][3800/5005] lr: 6.0897e-03 eta: 2 days, 2:34:27 time: 0.1825 data_time: 0.0038 loss: 1.6694 2023/03/25 10:39:13 - mmengine - INFO - Epoch(train) [100][3900/5005] lr: 6.0897e-03 eta: 2 days, 2:34:11 time: 0.1837 data_time: 0.0039 loss: 1.6921 2023/03/25 10:39:32 - mmengine - INFO - Epoch(train) [100][4000/5005] lr: 6.0897e-03 eta: 2 days, 2:33:53 time: 0.1827 data_time: 0.0038 loss: 1.3528 2023/03/25 10:39:51 - mmengine - INFO - Epoch(train) [100][4100/5005] lr: 6.0897e-03 eta: 2 days, 2:33:35 time: 0.1837 data_time: 0.0039 loss: 1.5075 2023/03/25 10:40:09 - mmengine - INFO - Epoch(train) [100][4200/5005] lr: 6.0897e-03 eta: 2 days, 2:33:18 time: 0.1842 data_time: 0.0038 loss: 1.4270 2023/03/25 10:40:28 - mmengine - INFO - Epoch(train) [100][4300/5005] lr: 6.0897e-03 eta: 2 days, 2:33:01 time: 0.2166 data_time: 0.0038 loss: 1.7135 2023/03/25 10:40:47 - mmengine - INFO - Epoch(train) [100][4400/5005] lr: 6.0897e-03 eta: 2 days, 2:32:43 time: 0.1858 data_time: 0.0039 loss: 1.5204 2023/03/25 10:41:06 - mmengine - INFO - Epoch(train) [100][4500/5005] lr: 6.0897e-03 eta: 2 days, 2:32:26 time: 0.1841 data_time: 0.0039 loss: 1.4903 2023/03/25 10:41:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:41:24 - mmengine - INFO - Epoch(train) [100][4600/5005] lr: 6.0897e-03 eta: 2 days, 2:32:08 time: 0.1824 data_time: 0.0039 loss: 1.4830 2023/03/25 10:41:43 - mmengine - INFO - Epoch(train) [100][4700/5005] lr: 6.0897e-03 eta: 2 days, 2:31:50 time: 0.1828 data_time: 0.0039 loss: 1.5161 2023/03/25 10:42:02 - mmengine - INFO - Epoch(train) [100][4800/5005] lr: 6.0897e-03 eta: 2 days, 2:31:33 time: 0.1835 data_time: 0.0040 loss: 1.3976 2023/03/25 10:42:21 - mmengine - INFO - Epoch(train) [100][4900/5005] lr: 6.0897e-03 eta: 2 days, 2:31:16 time: 0.1835 data_time: 0.0039 loss: 1.4810 2023/03/25 10:42:39 - mmengine - INFO - Epoch(train) [100][5000/5005] lr: 6.0897e-03 eta: 2 days, 2:30:58 time: 0.1807 data_time: 0.0044 loss: 1.4635 2023/03/25 10:42:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:42:41 - mmengine - INFO - Saving checkpoint at 100 epochs 2023/03/25 10:42:48 - mmengine - INFO - Epoch(val) [100][100/196] eta: 0:00:06 time: 0.0595 data_time: 0.0196 2023/03/25 10:43:18 - mmengine - INFO - Epoch(val) [100][196/196] accuracy/top1: 68.4360 accuracy/top5: 88.3340data_time: 0.0655 time: 0.1022 2023/03/25 10:43:38 - mmengine - INFO - Epoch(train) [101][ 100/5005] lr: 5.9679e-03 eta: 2 days, 2:30:42 time: 0.1840 data_time: 0.0038 loss: 1.4342 2023/03/25 10:43:56 - mmengine - INFO - Epoch(train) [101][ 200/5005] lr: 5.9679e-03 eta: 2 days, 2:30:25 time: 0.1836 data_time: 0.0038 loss: 1.6764 2023/03/25 10:44:15 - mmengine - INFO - Epoch(train) [101][ 300/5005] lr: 5.9679e-03 eta: 2 days, 2:30:07 time: 0.1837 data_time: 0.0039 loss: 1.4460 2023/03/25 10:44:33 - mmengine - INFO - Epoch(train) [101][ 400/5005] lr: 5.9679e-03 eta: 2 days, 2:29:49 time: 0.1990 data_time: 0.0037 loss: 1.6044 2023/03/25 10:44:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:44:52 - mmengine - INFO - Epoch(train) [101][ 500/5005] lr: 5.9679e-03 eta: 2 days, 2:29:31 time: 0.1817 data_time: 0.0038 loss: 1.6420 2023/03/25 10:45:11 - mmengine - INFO - Epoch(train) [101][ 600/5005] lr: 5.9679e-03 eta: 2 days, 2:29:13 time: 0.1814 data_time: 0.0037 loss: 1.3534 2023/03/25 10:45:29 - mmengine - INFO - Epoch(train) [101][ 700/5005] lr: 5.9679e-03 eta: 2 days, 2:28:55 time: 0.1838 data_time: 0.0038 loss: 1.5924 2023/03/25 10:45:48 - mmengine - INFO - Epoch(train) [101][ 800/5005] lr: 5.9679e-03 eta: 2 days, 2:28:39 time: 0.1843 data_time: 0.0038 loss: 1.5812 2023/03/25 10:46:07 - mmengine - INFO - Epoch(train) [101][ 900/5005] lr: 5.9679e-03 eta: 2 days, 2:28:21 time: 0.2063 data_time: 0.0038 loss: 1.2334 2023/03/25 10:46:26 - mmengine - INFO - Epoch(train) [101][1000/5005] lr: 5.9679e-03 eta: 2 days, 2:28:04 time: 0.1820 data_time: 0.0037 loss: 1.3023 2023/03/25 10:46:44 - mmengine - INFO - Epoch(train) [101][1100/5005] lr: 5.9679e-03 eta: 2 days, 2:27:46 time: 0.1836 data_time: 0.0038 loss: 1.4255 2023/03/25 10:47:03 - mmengine - INFO - Epoch(train) [101][1200/5005] lr: 5.9679e-03 eta: 2 days, 2:27:29 time: 0.1830 data_time: 0.0037 loss: 1.5633 2023/03/25 10:47:21 - mmengine - INFO - Epoch(train) [101][1300/5005] lr: 5.9679e-03 eta: 2 days, 2:27:11 time: 0.1818 data_time: 0.0038 loss: 1.4843 2023/03/25 10:47:40 - mmengine - INFO - Epoch(train) [101][1400/5005] lr: 5.9679e-03 eta: 2 days, 2:26:53 time: 0.1838 data_time: 0.0038 loss: 1.4338 2023/03/25 10:47:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:47:59 - mmengine - INFO - Epoch(train) [101][1500/5005] lr: 5.9679e-03 eta: 2 days, 2:26:35 time: 0.1829 data_time: 0.0038 loss: 1.3655 2023/03/25 10:48:17 - mmengine - INFO - Epoch(train) [101][1600/5005] lr: 5.9679e-03 eta: 2 days, 2:26:18 time: 0.1833 data_time: 0.0038 loss: 1.4084 2023/03/25 10:48:36 - mmengine - INFO - Epoch(train) [101][1700/5005] lr: 5.9679e-03 eta: 2 days, 2:26:01 time: 0.1816 data_time: 0.0038 loss: 1.5866 2023/03/25 10:48:55 - mmengine - INFO - Epoch(train) [101][1800/5005] lr: 5.9679e-03 eta: 2 days, 2:25:43 time: 0.1832 data_time: 0.0038 loss: 1.4683 2023/03/25 10:49:14 - mmengine - INFO - Epoch(train) [101][1900/5005] lr: 5.9679e-03 eta: 2 days, 2:25:26 time: 0.1822 data_time: 0.0037 loss: 1.5174 2023/03/25 10:49:32 - mmengine - INFO - Epoch(train) [101][2000/5005] lr: 5.9679e-03 eta: 2 days, 2:25:08 time: 0.1829 data_time: 0.0038 loss: 1.2881 2023/03/25 10:49:51 - mmengine - INFO - Epoch(train) [101][2100/5005] lr: 5.9679e-03 eta: 2 days, 2:24:50 time: 0.1809 data_time: 0.0037 loss: 1.4671 2023/03/25 10:50:10 - mmengine - INFO - Epoch(train) [101][2200/5005] lr: 5.9679e-03 eta: 2 days, 2:24:33 time: 0.1851 data_time: 0.0038 loss: 1.6189 2023/03/25 10:50:28 - mmengine - INFO - Epoch(train) [101][2300/5005] lr: 5.9679e-03 eta: 2 days, 2:24:15 time: 0.1836 data_time: 0.0039 loss: 1.4605 2023/03/25 10:50:47 - mmengine - INFO - Epoch(train) [101][2400/5005] lr: 5.9679e-03 eta: 2 days, 2:23:57 time: 0.1829 data_time: 0.0038 loss: 1.4790 2023/03/25 10:51:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:51:05 - mmengine - INFO - Epoch(train) [101][2500/5005] lr: 5.9679e-03 eta: 2 days, 2:23:39 time: 0.1836 data_time: 0.0038 loss: 1.5095 2023/03/25 10:51:24 - mmengine - INFO - Epoch(train) [101][2600/5005] lr: 5.9679e-03 eta: 2 days, 2:23:22 time: 0.2084 data_time: 0.0038 loss: 1.4425 2023/03/25 10:51:42 - mmengine - INFO - Epoch(train) [101][2700/5005] lr: 5.9679e-03 eta: 2 days, 2:23:04 time: 0.1808 data_time: 0.0037 loss: 1.3943 2023/03/25 10:52:01 - mmengine - INFO - Epoch(train) [101][2800/5005] lr: 5.9679e-03 eta: 2 days, 2:22:47 time: 0.1830 data_time: 0.0038 loss: 1.5628 2023/03/25 10:52:20 - mmengine - INFO - Epoch(train) [101][2900/5005] lr: 5.9679e-03 eta: 2 days, 2:22:29 time: 0.1812 data_time: 0.0038 loss: 1.4664 2023/03/25 10:52:39 - mmengine - INFO - Epoch(train) [101][3000/5005] lr: 5.9679e-03 eta: 2 days, 2:22:12 time: 0.1833 data_time: 0.0038 loss: 1.5664 2023/03/25 10:52:58 - mmengine - INFO - Epoch(train) [101][3100/5005] lr: 5.9679e-03 eta: 2 days, 2:21:54 time: 0.1840 data_time: 0.0039 loss: 1.1593 2023/03/25 10:53:16 - mmengine - INFO - Epoch(train) [101][3200/5005] lr: 5.9679e-03 eta: 2 days, 2:21:36 time: 0.1811 data_time: 0.0039 loss: 1.2878 2023/03/25 10:53:35 - mmengine - INFO - Epoch(train) [101][3300/5005] lr: 5.9679e-03 eta: 2 days, 2:21:19 time: 0.1829 data_time: 0.0041 loss: 1.4200 2023/03/25 10:53:53 - mmengine - INFO - Epoch(train) [101][3400/5005] lr: 5.9679e-03 eta: 2 days, 2:21:01 time: 0.1833 data_time: 0.0038 loss: 1.4319 2023/03/25 10:54:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:54:12 - mmengine - INFO - Epoch(train) [101][3500/5005] lr: 5.9679e-03 eta: 2 days, 2:20:43 time: 0.1931 data_time: 0.0039 loss: 1.3942 2023/03/25 10:54:31 - mmengine - INFO - Epoch(train) [101][3600/5005] lr: 5.9679e-03 eta: 2 days, 2:20:26 time: 0.1816 data_time: 0.0039 loss: 1.4945 2023/03/25 10:54:49 - mmengine - INFO - Epoch(train) [101][3700/5005] lr: 5.9679e-03 eta: 2 days, 2:20:09 time: 0.1829 data_time: 0.0038 loss: 1.6332 2023/03/25 10:55:08 - mmengine - INFO - Epoch(train) [101][3800/5005] lr: 5.9679e-03 eta: 2 days, 2:19:51 time: 0.1838 data_time: 0.0039 loss: 1.4727 2023/03/25 10:55:27 - mmengine - INFO - Epoch(train) [101][3900/5005] lr: 5.9679e-03 eta: 2 days, 2:19:33 time: 0.1829 data_time: 0.0038 loss: 1.3733 2023/03/25 10:55:46 - mmengine - INFO - Epoch(train) [101][4000/5005] lr: 5.9679e-03 eta: 2 days, 2:19:16 time: 0.1823 data_time: 0.0038 loss: 1.3662 2023/03/25 10:56:04 - mmengine - INFO - Epoch(train) [101][4100/5005] lr: 5.9679e-03 eta: 2 days, 2:18:58 time: 0.1846 data_time: 0.0038 loss: 1.5024 2023/03/25 10:56:23 - mmengine - INFO - Epoch(train) [101][4200/5005] lr: 5.9679e-03 eta: 2 days, 2:18:40 time: 0.1825 data_time: 0.0038 loss: 1.6588 2023/03/25 10:56:41 - mmengine - INFO - Epoch(train) [101][4300/5005] lr: 5.9679e-03 eta: 2 days, 2:18:23 time: 0.1815 data_time: 0.0039 loss: 1.2359 2023/03/25 10:57:00 - mmengine - INFO - Epoch(train) [101][4400/5005] lr: 5.9679e-03 eta: 2 days, 2:18:05 time: 0.1832 data_time: 0.0038 loss: 1.5611 2023/03/25 10:57:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:57:19 - mmengine - INFO - Epoch(train) [101][4500/5005] lr: 5.9679e-03 eta: 2 days, 2:17:48 time: 0.1826 data_time: 0.0038 loss: 1.3205 2023/03/25 10:57:37 - mmengine - INFO - Epoch(train) [101][4600/5005] lr: 5.9679e-03 eta: 2 days, 2:17:30 time: 0.1821 data_time: 0.0038 loss: 1.5274 2023/03/25 10:57:56 - mmengine - INFO - Epoch(train) [101][4700/5005] lr: 5.9679e-03 eta: 2 days, 2:17:13 time: 0.1821 data_time: 0.0039 loss: 1.2901 2023/03/25 10:58:15 - mmengine - INFO - Epoch(train) [101][4800/5005] lr: 5.9679e-03 eta: 2 days, 2:16:55 time: 0.1832 data_time: 0.0039 loss: 1.6295 2023/03/25 10:58:33 - mmengine - INFO - Epoch(train) [101][4900/5005] lr: 5.9679e-03 eta: 2 days, 2:16:37 time: 0.1792 data_time: 0.0037 loss: 1.6153 2023/03/25 10:58:52 - mmengine - INFO - Epoch(train) [101][5000/5005] lr: 5.9679e-03 eta: 2 days, 2:16:20 time: 0.1817 data_time: 0.0044 loss: 1.4231 2023/03/25 10:58:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 10:58:54 - mmengine - INFO - Saving checkpoint at 101 epochs 2023/03/25 10:59:01 - mmengine - INFO - Epoch(val) [101][100/196] eta: 0:00:06 time: 0.0608 data_time: 0.0206 2023/03/25 10:59:31 - mmengine - INFO - Epoch(val) [101][196/196] accuracy/top1: 68.6720 accuracy/top5: 88.3720data_time: 0.0569 time: 0.0928 2023/03/25 10:59:51 - mmengine - INFO - Epoch(train) [102][ 100/5005] lr: 5.8485e-03 eta: 2 days, 2:16:04 time: 0.1826 data_time: 0.0038 loss: 1.4028 2023/03/25 11:00:09 - mmengine - INFO - Epoch(train) [102][ 200/5005] lr: 5.8485e-03 eta: 2 days, 2:15:46 time: 0.1833 data_time: 0.0039 loss: 1.5761 2023/03/25 11:00:28 - mmengine - INFO - Epoch(train) [102][ 300/5005] lr: 5.8485e-03 eta: 2 days, 2:15:28 time: 0.1837 data_time: 0.0039 loss: 1.4771 2023/03/25 11:00:46 - mmengine - INFO - Epoch(train) [102][ 400/5005] lr: 5.8485e-03 eta: 2 days, 2:15:10 time: 0.1780 data_time: 0.0038 loss: 1.3303 2023/03/25 11:01:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:01:05 - mmengine - INFO - Epoch(train) [102][ 500/5005] lr: 5.8485e-03 eta: 2 days, 2:14:53 time: 0.1818 data_time: 0.0039 loss: 1.4728 2023/03/25 11:01:23 - mmengine - INFO - Epoch(train) [102][ 600/5005] lr: 5.8485e-03 eta: 2 days, 2:14:35 time: 0.1839 data_time: 0.0038 loss: 1.3412 2023/03/25 11:01:42 - mmengine - INFO - Epoch(train) [102][ 700/5005] lr: 5.8485e-03 eta: 2 days, 2:14:17 time: 0.1829 data_time: 0.0039 loss: 1.3523 2023/03/25 11:02:01 - mmengine - INFO - Epoch(train) [102][ 800/5005] lr: 5.8485e-03 eta: 2 days, 2:14:00 time: 0.1843 data_time: 0.0038 loss: 1.3062 2023/03/25 11:02:19 - mmengine - INFO - Epoch(train) [102][ 900/5005] lr: 5.8485e-03 eta: 2 days, 2:13:42 time: 0.1841 data_time: 0.0039 loss: 1.4281 2023/03/25 11:02:38 - mmengine - INFO - Epoch(train) [102][1000/5005] lr: 5.8485e-03 eta: 2 days, 2:13:25 time: 0.1828 data_time: 0.0040 loss: 1.4122 2023/03/25 11:02:57 - mmengine - INFO - Epoch(train) [102][1100/5005] lr: 5.8485e-03 eta: 2 days, 2:13:07 time: 0.1823 data_time: 0.0038 loss: 1.4113 2023/03/25 11:03:16 - mmengine - INFO - Epoch(train) [102][1200/5005] lr: 5.8485e-03 eta: 2 days, 2:12:50 time: 0.1971 data_time: 0.0039 loss: 1.4177 2023/03/25 11:03:34 - mmengine - INFO - Epoch(train) [102][1300/5005] lr: 5.8485e-03 eta: 2 days, 2:12:32 time: 0.1827 data_time: 0.0038 loss: 1.4156 2023/03/25 11:03:53 - mmengine - INFO - Epoch(train) [102][1400/5005] lr: 5.8485e-03 eta: 2 days, 2:12:15 time: 0.1819 data_time: 0.0038 loss: 1.4422 2023/03/25 11:04:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:04:12 - mmengine - INFO - Epoch(train) [102][1500/5005] lr: 5.8485e-03 eta: 2 days, 2:11:57 time: 0.1823 data_time: 0.0040 loss: 1.2371 2023/03/25 11:04:30 - mmengine - INFO - Epoch(train) [102][1600/5005] lr: 5.8485e-03 eta: 2 days, 2:11:40 time: 0.1811 data_time: 0.0038 loss: 1.6031 2023/03/25 11:04:49 - mmengine - INFO - Epoch(train) [102][1700/5005] lr: 5.8485e-03 eta: 2 days, 2:11:23 time: 0.2097 data_time: 0.0038 loss: 1.5356 2023/03/25 11:05:08 - mmengine - INFO - Epoch(train) [102][1800/5005] lr: 5.8485e-03 eta: 2 days, 2:11:05 time: 0.1839 data_time: 0.0038 loss: 1.4738 2023/03/25 11:05:26 - mmengine - INFO - Epoch(train) [102][1900/5005] lr: 5.8485e-03 eta: 2 days, 2:10:47 time: 0.1832 data_time: 0.0038 loss: 1.5969 2023/03/25 11:05:45 - mmengine - INFO - Epoch(train) [102][2000/5005] lr: 5.8485e-03 eta: 2 days, 2:10:29 time: 0.1819 data_time: 0.0038 loss: 1.3913 2023/03/25 11:06:04 - mmengine - INFO - Epoch(train) [102][2100/5005] lr: 5.8485e-03 eta: 2 days, 2:10:12 time: 0.1824 data_time: 0.0038 loss: 1.5540 2023/03/25 11:06:22 - mmengine - INFO - Epoch(train) [102][2200/5005] lr: 5.8485e-03 eta: 2 days, 2:09:54 time: 0.1831 data_time: 0.0038 loss: 1.4065 2023/03/25 11:06:41 - mmengine - INFO - Epoch(train) [102][2300/5005] lr: 5.8485e-03 eta: 2 days, 2:09:37 time: 0.1830 data_time: 0.0039 loss: 1.5063 2023/03/25 11:07:00 - mmengine - INFO - Epoch(train) [102][2400/5005] lr: 5.8485e-03 eta: 2 days, 2:09:19 time: 0.1834 data_time: 0.0038 loss: 1.4993 2023/03/25 11:07:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:07:19 - mmengine - INFO - Epoch(train) [102][2500/5005] lr: 5.8485e-03 eta: 2 days, 2:09:02 time: 0.1825 data_time: 0.0039 loss: 1.5337 2023/03/25 11:07:37 - mmengine - INFO - Epoch(train) [102][2600/5005] lr: 5.8485e-03 eta: 2 days, 2:08:44 time: 0.1837 data_time: 0.0039 loss: 1.4207 2023/03/25 11:07:56 - mmengine - INFO - Epoch(train) [102][2700/5005] lr: 5.8485e-03 eta: 2 days, 2:08:27 time: 0.1836 data_time: 0.0038 loss: 1.5651 2023/03/25 11:08:15 - mmengine - INFO - Epoch(train) [102][2800/5005] lr: 5.8485e-03 eta: 2 days, 2:08:09 time: 0.1822 data_time: 0.0038 loss: 1.4174 2023/03/25 11:08:33 - mmengine - INFO - Epoch(train) [102][2900/5005] lr: 5.8485e-03 eta: 2 days, 2:07:51 time: 0.1829 data_time: 0.0038 loss: 1.4633 2023/03/25 11:08:52 - mmengine - INFO - Epoch(train) [102][3000/5005] lr: 5.8485e-03 eta: 2 days, 2:07:35 time: 0.1840 data_time: 0.0038 loss: 1.5308 2023/03/25 11:09:11 - mmengine - INFO - Epoch(train) [102][3100/5005] lr: 5.8485e-03 eta: 2 days, 2:07:17 time: 0.1823 data_time: 0.0039 loss: 1.5772 2023/03/25 11:09:30 - mmengine - INFO - Epoch(train) [102][3200/5005] lr: 5.8485e-03 eta: 2 days, 2:07:00 time: 0.1819 data_time: 0.0039 loss: 1.3782 2023/03/25 11:09:49 - mmengine - INFO - Epoch(train) [102][3300/5005] lr: 5.8485e-03 eta: 2 days, 2:06:42 time: 0.1830 data_time: 0.0039 loss: 1.5836 2023/03/25 11:10:07 - mmengine - INFO - Epoch(train) [102][3400/5005] lr: 5.8485e-03 eta: 2 days, 2:06:24 time: 0.1844 data_time: 0.0038 loss: 1.8436 2023/03/25 11:10:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:10:26 - mmengine - INFO - Epoch(train) [102][3500/5005] lr: 5.8485e-03 eta: 2 days, 2:06:07 time: 0.1854 data_time: 0.0039 loss: 1.5798 2023/03/25 11:10:44 - mmengine - INFO - Epoch(train) [102][3600/5005] lr: 5.8485e-03 eta: 2 days, 2:05:49 time: 0.1833 data_time: 0.0038 loss: 1.7577 2023/03/25 11:11:04 - mmengine - INFO - Epoch(train) [102][3700/5005] lr: 5.8485e-03 eta: 2 days, 2:05:32 time: 0.1850 data_time: 0.0040 loss: 1.4767 2023/03/25 11:11:22 - mmengine - INFO - Epoch(train) [102][3800/5005] lr: 5.8485e-03 eta: 2 days, 2:05:14 time: 0.1835 data_time: 0.0038 loss: 1.4893 2023/03/25 11:11:41 - mmengine - INFO - Epoch(train) [102][3900/5005] lr: 5.8485e-03 eta: 2 days, 2:04:57 time: 0.1837 data_time: 0.0039 loss: 1.6067 2023/03/25 11:11:59 - mmengine - INFO - Epoch(train) [102][4000/5005] lr: 5.8485e-03 eta: 2 days, 2:04:39 time: 0.1831 data_time: 0.0038 loss: 1.3896 2023/03/25 11:12:18 - mmengine - INFO - Epoch(train) [102][4100/5005] lr: 5.8485e-03 eta: 2 days, 2:04:22 time: 0.1838 data_time: 0.0039 loss: 1.5967 2023/03/25 11:12:37 - mmengine - INFO - Epoch(train) [102][4200/5005] lr: 5.8485e-03 eta: 2 days, 2:04:04 time: 0.1841 data_time: 0.0039 loss: 1.2791 2023/03/25 11:12:56 - mmengine - INFO - Epoch(train) [102][4300/5005] lr: 5.8485e-03 eta: 2 days, 2:03:46 time: 0.1835 data_time: 0.0039 loss: 1.2846 2023/03/25 11:13:14 - mmengine - INFO - Epoch(train) [102][4400/5005] lr: 5.8485e-03 eta: 2 days, 2:03:29 time: 0.1840 data_time: 0.0039 loss: 1.4161 2023/03/25 11:13:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:13:33 - mmengine - INFO - Epoch(train) [102][4500/5005] lr: 5.8485e-03 eta: 2 days, 2:03:12 time: 0.1848 data_time: 0.0038 loss: 1.5574 2023/03/25 11:13:52 - mmengine - INFO - Epoch(train) [102][4600/5005] lr: 5.8485e-03 eta: 2 days, 2:02:55 time: 0.1849 data_time: 0.0039 loss: 1.4866 2023/03/25 11:14:11 - mmengine - INFO - Epoch(train) [102][4700/5005] lr: 5.8485e-03 eta: 2 days, 2:02:37 time: 0.1831 data_time: 0.0039 loss: 1.4566 2023/03/25 11:14:29 - mmengine - INFO - Epoch(train) [102][4800/5005] lr: 5.8485e-03 eta: 2 days, 2:02:19 time: 0.1824 data_time: 0.0039 loss: 1.5597 2023/03/25 11:14:48 - mmengine - INFO - Epoch(train) [102][4900/5005] lr: 5.8485e-03 eta: 2 days, 2:02:01 time: 0.1834 data_time: 0.0038 loss: 1.5466 2023/03/25 11:15:07 - mmengine - INFO - Epoch(train) [102][5000/5005] lr: 5.8485e-03 eta: 2 days, 2:01:44 time: 0.1909 data_time: 0.0045 loss: 1.5013 2023/03/25 11:15:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:15:08 - mmengine - INFO - Saving checkpoint at 102 epochs 2023/03/25 11:15:16 - mmengine - INFO - Epoch(val) [102][100/196] eta: 0:00:06 time: 0.0628 data_time: 0.0243 2023/03/25 11:15:45 - mmengine - INFO - Epoch(val) [102][196/196] accuracy/top1: 68.4640 accuracy/top5: 88.6060data_time: 0.0685 time: 0.1029 2023/03/25 11:16:05 - mmengine - INFO - Epoch(train) [103][ 100/5005] lr: 5.7316e-03 eta: 2 days, 2:01:28 time: 0.1831 data_time: 0.0037 loss: 1.4749 2023/03/25 11:16:24 - mmengine - INFO - Epoch(train) [103][ 200/5005] lr: 5.7316e-03 eta: 2 days, 2:01:11 time: 0.1814 data_time: 0.0037 loss: 1.3396 2023/03/25 11:16:42 - mmengine - INFO - Epoch(train) [103][ 300/5005] lr: 5.7316e-03 eta: 2 days, 2:00:53 time: 0.1838 data_time: 0.0037 loss: 1.3860 2023/03/25 11:17:01 - mmengine - INFO - Epoch(train) [103][ 400/5005] lr: 5.7316e-03 eta: 2 days, 2:00:35 time: 0.1820 data_time: 0.0039 loss: 1.4966 2023/03/25 11:17:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:17:19 - mmengine - INFO - Epoch(train) [103][ 500/5005] lr: 5.7316e-03 eta: 2 days, 2:00:17 time: 0.1834 data_time: 0.0038 loss: 1.5530 2023/03/25 11:17:38 - mmengine - INFO - Epoch(train) [103][ 600/5005] lr: 5.7316e-03 eta: 2 days, 1:59:59 time: 0.1806 data_time: 0.0038 loss: 1.3708 2023/03/25 11:17:57 - mmengine - INFO - Epoch(train) [103][ 700/5005] lr: 5.7316e-03 eta: 2 days, 1:59:42 time: 0.1839 data_time: 0.0039 loss: 1.4187 2023/03/25 11:18:15 - mmengine - INFO - Epoch(train) [103][ 800/5005] lr: 5.7316e-03 eta: 2 days, 1:59:24 time: 0.1823 data_time: 0.0038 loss: 1.5438 2023/03/25 11:18:34 - mmengine - INFO - Epoch(train) [103][ 900/5005] lr: 5.7316e-03 eta: 2 days, 1:59:07 time: 0.1830 data_time: 0.0038 loss: 1.2715 2023/03/25 11:18:53 - mmengine - INFO - Epoch(train) [103][1000/5005] lr: 5.7316e-03 eta: 2 days, 1:58:49 time: 0.1841 data_time: 0.0038 loss: 1.3544 2023/03/25 11:19:12 - mmengine - INFO - Epoch(train) [103][1100/5005] lr: 5.7316e-03 eta: 2 days, 1:58:32 time: 0.1836 data_time: 0.0038 loss: 1.4723 2023/03/25 11:19:30 - mmengine - INFO - Epoch(train) [103][1200/5005] lr: 5.7316e-03 eta: 2 days, 1:58:14 time: 0.1835 data_time: 0.0039 loss: 1.4621 2023/03/25 11:19:49 - mmengine - INFO - Epoch(train) [103][1300/5005] lr: 5.7316e-03 eta: 2 days, 1:57:57 time: 0.1827 data_time: 0.0038 loss: 1.5808 2023/03/25 11:20:07 - mmengine - INFO - Epoch(train) [103][1400/5005] lr: 5.7316e-03 eta: 2 days, 1:57:39 time: 0.1834 data_time: 0.0038 loss: 1.3974 2023/03/25 11:20:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:20:26 - mmengine - INFO - Epoch(train) [103][1500/5005] lr: 5.7316e-03 eta: 2 days, 1:57:22 time: 0.1831 data_time: 0.0039 loss: 1.5231 2023/03/25 11:20:45 - mmengine - INFO - Epoch(train) [103][1600/5005] lr: 5.7316e-03 eta: 2 days, 1:57:04 time: 0.1843 data_time: 0.0038 loss: 1.3315 2023/03/25 11:21:04 - mmengine - INFO - Epoch(train) [103][1700/5005] lr: 5.7316e-03 eta: 2 days, 1:56:46 time: 0.1839 data_time: 0.0038 loss: 1.3492 2023/03/25 11:21:22 - mmengine - INFO - Epoch(train) [103][1800/5005] lr: 5.7316e-03 eta: 2 days, 1:56:29 time: 0.1816 data_time: 0.0039 loss: 1.3089 2023/03/25 11:21:41 - mmengine - INFO - Epoch(train) [103][1900/5005] lr: 5.7316e-03 eta: 2 days, 1:56:11 time: 0.1845 data_time: 0.0038 loss: 1.4968 2023/03/25 11:22:00 - mmengine - INFO - Epoch(train) [103][2000/5005] lr: 5.7316e-03 eta: 2 days, 1:55:53 time: 0.1860 data_time: 0.0040 loss: 1.5295 2023/03/25 11:22:19 - mmengine - INFO - Epoch(train) [103][2100/5005] lr: 5.7316e-03 eta: 2 days, 1:55:36 time: 0.1823 data_time: 0.0039 loss: 1.5206 2023/03/25 11:22:37 - mmengine - INFO - Epoch(train) [103][2200/5005] lr: 5.7316e-03 eta: 2 days, 1:55:19 time: 0.1964 data_time: 0.0038 loss: 1.4691 2023/03/25 11:22:56 - mmengine - INFO - Epoch(train) [103][2300/5005] lr: 5.7316e-03 eta: 2 days, 1:55:01 time: 0.2005 data_time: 0.0038 loss: 1.3744 2023/03/25 11:23:15 - mmengine - INFO - Epoch(train) [103][2400/5005] lr: 5.7316e-03 eta: 2 days, 1:54:44 time: 0.2088 data_time: 0.0037 loss: 1.3908 2023/03/25 11:23:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:23:33 - mmengine - INFO - Epoch(train) [103][2500/5005] lr: 5.7316e-03 eta: 2 days, 1:54:26 time: 0.1828 data_time: 0.0039 loss: 1.4158 2023/03/25 11:23:52 - mmengine - INFO - Epoch(train) [103][2600/5005] lr: 5.7316e-03 eta: 2 days, 1:54:08 time: 0.1838 data_time: 0.0037 loss: 1.5234 2023/03/25 11:24:11 - mmengine - INFO - Epoch(train) [103][2700/5005] lr: 5.7316e-03 eta: 2 days, 1:53:50 time: 0.1811 data_time: 0.0038 loss: 1.4371 2023/03/25 11:24:29 - mmengine - INFO - Epoch(train) [103][2800/5005] lr: 5.7316e-03 eta: 2 days, 1:53:32 time: 0.1832 data_time: 0.0038 loss: 1.7171 2023/03/25 11:24:48 - mmengine - INFO - Epoch(train) [103][2900/5005] lr: 5.7316e-03 eta: 2 days, 1:53:15 time: 0.1916 data_time: 0.0038 loss: 1.6518 2023/03/25 11:25:07 - mmengine - INFO - Epoch(train) [103][3000/5005] lr: 5.7316e-03 eta: 2 days, 1:52:57 time: 0.1841 data_time: 0.0038 loss: 1.7057 2023/03/25 11:25:26 - mmengine - INFO - Epoch(train) [103][3100/5005] lr: 5.7316e-03 eta: 2 days, 1:52:41 time: 0.1853 data_time: 0.0038 loss: 1.4395 2023/03/25 11:25:44 - mmengine - INFO - Epoch(train) [103][3200/5005] lr: 5.7316e-03 eta: 2 days, 1:52:23 time: 0.1842 data_time: 0.0038 loss: 1.5927 2023/03/25 11:26:03 - mmengine - INFO - Epoch(train) [103][3300/5005] lr: 5.7316e-03 eta: 2 days, 1:52:05 time: 0.1837 data_time: 0.0039 loss: 1.6330 2023/03/25 11:26:22 - mmengine - INFO - Epoch(train) [103][3400/5005] lr: 5.7316e-03 eta: 2 days, 1:51:48 time: 0.1842 data_time: 0.0038 loss: 1.6749 2023/03/25 11:26:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:26:40 - mmengine - INFO - Epoch(train) [103][3500/5005] lr: 5.7316e-03 eta: 2 days, 1:51:30 time: 0.1819 data_time: 0.0038 loss: 1.6091 2023/03/25 11:26:59 - mmengine - INFO - Epoch(train) [103][3600/5005] lr: 5.7316e-03 eta: 2 days, 1:51:12 time: 0.1956 data_time: 0.0038 loss: 1.6010 2023/03/25 11:27:18 - mmengine - INFO - Epoch(train) [103][3700/5005] lr: 5.7316e-03 eta: 2 days, 1:50:55 time: 0.1825 data_time: 0.0038 loss: 1.5090 2023/03/25 11:27:36 - mmengine - INFO - Epoch(train) [103][3800/5005] lr: 5.7316e-03 eta: 2 days, 1:50:37 time: 0.1837 data_time: 0.0039 loss: 1.4830 2023/03/25 11:27:55 - mmengine - INFO - Epoch(train) [103][3900/5005] lr: 5.7316e-03 eta: 2 days, 1:50:19 time: 0.1863 data_time: 0.0038 loss: 1.2577 2023/03/25 11:28:14 - mmengine - INFO - Epoch(train) [103][4000/5005] lr: 5.7316e-03 eta: 2 days, 1:50:02 time: 0.1803 data_time: 0.0041 loss: 1.4125 2023/03/25 11:28:33 - mmengine - INFO - Epoch(train) [103][4100/5005] lr: 5.7316e-03 eta: 2 days, 1:49:45 time: 0.1830 data_time: 0.0037 loss: 1.4366 2023/03/25 11:28:51 - mmengine - INFO - Epoch(train) [103][4200/5005] lr: 5.7316e-03 eta: 2 days, 1:49:27 time: 0.1856 data_time: 0.0037 loss: 1.5040 2023/03/25 11:29:10 - mmengine - INFO - Epoch(train) [103][4300/5005] lr: 5.7316e-03 eta: 2 days, 1:49:09 time: 0.1845 data_time: 0.0039 loss: 1.4720 2023/03/25 11:29:29 - mmengine - INFO - Epoch(train) [103][4400/5005] lr: 5.7316e-03 eta: 2 days, 1:48:52 time: 0.1836 data_time: 0.0039 loss: 1.6286 2023/03/25 11:29:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:29:47 - mmengine - INFO - Epoch(train) [103][4500/5005] lr: 5.7316e-03 eta: 2 days, 1:48:34 time: 0.1815 data_time: 0.0038 loss: 1.4316 2023/03/25 11:30:06 - mmengine - INFO - Epoch(train) [103][4600/5005] lr: 5.7316e-03 eta: 2 days, 1:48:16 time: 0.1843 data_time: 0.0040 loss: 1.3632 2023/03/25 11:30:25 - mmengine - INFO - Epoch(train) [103][4700/5005] lr: 5.7316e-03 eta: 2 days, 1:47:59 time: 0.1840 data_time: 0.0038 loss: 1.6559 2023/03/25 11:30:43 - mmengine - INFO - Epoch(train) [103][4800/5005] lr: 5.7316e-03 eta: 2 days, 1:47:41 time: 0.1842 data_time: 0.0038 loss: 1.5198 2023/03/25 11:31:02 - mmengine - INFO - Epoch(train) [103][4900/5005] lr: 5.7316e-03 eta: 2 days, 1:47:24 time: 0.1840 data_time: 0.0038 loss: 1.4659 2023/03/25 11:31:21 - mmengine - INFO - Epoch(train) [103][5000/5005] lr: 5.7316e-03 eta: 2 days, 1:47:07 time: 0.1805 data_time: 0.0045 loss: 1.4478 2023/03/25 11:31:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:31:22 - mmengine - INFO - Saving checkpoint at 103 epochs 2023/03/25 11:31:30 - mmengine - INFO - Epoch(val) [103][100/196] eta: 0:00:06 time: 0.0605 data_time: 0.0205 2023/03/25 11:31:59 - mmengine - INFO - Epoch(val) [103][196/196] accuracy/top1: 68.4360 accuracy/top5: 88.3960data_time: 0.0652 time: 0.1007 2023/03/25 11:32:19 - mmengine - INFO - Epoch(train) [104][ 100/5005] lr: 5.6169e-03 eta: 2 days, 1:46:51 time: 0.1798 data_time: 0.0038 loss: 1.5040 2023/03/25 11:32:37 - mmengine - INFO - Epoch(train) [104][ 200/5005] lr: 5.6169e-03 eta: 2 days, 1:46:33 time: 0.1827 data_time: 0.0039 loss: 1.5600 2023/03/25 11:32:56 - mmengine - INFO - Epoch(train) [104][ 300/5005] lr: 5.6169e-03 eta: 2 days, 1:46:15 time: 0.1813 data_time: 0.0039 loss: 1.5791 2023/03/25 11:33:15 - mmengine - INFO - Epoch(train) [104][ 400/5005] lr: 5.6169e-03 eta: 2 days, 1:45:58 time: 0.2096 data_time: 0.0038 loss: 1.3893 2023/03/25 11:33:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:33:33 - mmengine - INFO - Epoch(train) [104][ 500/5005] lr: 5.6169e-03 eta: 2 days, 1:45:40 time: 0.1843 data_time: 0.0039 loss: 1.4979 2023/03/25 11:33:52 - mmengine - INFO - Epoch(train) [104][ 600/5005] lr: 5.6169e-03 eta: 2 days, 1:45:22 time: 0.1835 data_time: 0.0039 loss: 1.4882 2023/03/25 11:34:11 - mmengine - INFO - Epoch(train) [104][ 700/5005] lr: 5.6169e-03 eta: 2 days, 1:45:05 time: 0.1822 data_time: 0.0037 loss: 1.5134 2023/03/25 11:34:29 - mmengine - INFO - Epoch(train) [104][ 800/5005] lr: 5.6169e-03 eta: 2 days, 1:44:47 time: 0.1974 data_time: 0.0039 loss: 1.2853 2023/03/25 11:34:48 - mmengine - INFO - Epoch(train) [104][ 900/5005] lr: 5.6169e-03 eta: 2 days, 1:44:30 time: 0.1844 data_time: 0.0039 loss: 1.3984 2023/03/25 11:35:06 - mmengine - INFO - Epoch(train) [104][1000/5005] lr: 5.6169e-03 eta: 2 days, 1:44:12 time: 0.1824 data_time: 0.0039 loss: 1.4518 2023/03/25 11:35:25 - mmengine - INFO - Epoch(train) [104][1100/5005] lr: 5.6169e-03 eta: 2 days, 1:43:54 time: 0.1829 data_time: 0.0038 loss: 1.5250 2023/03/25 11:35:44 - mmengine - INFO - Epoch(train) [104][1200/5005] lr: 5.6169e-03 eta: 2 days, 1:43:37 time: 0.1826 data_time: 0.0038 loss: 1.3989 2023/03/25 11:36:03 - mmengine - INFO - Epoch(train) [104][1300/5005] lr: 5.6169e-03 eta: 2 days, 1:43:19 time: 0.1821 data_time: 0.0038 loss: 1.2632 2023/03/25 11:36:22 - mmengine - INFO - Epoch(train) [104][1400/5005] lr: 5.6169e-03 eta: 2 days, 1:43:02 time: 0.1942 data_time: 0.0039 loss: 1.6107 2023/03/25 11:36:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:36:40 - mmengine - INFO - Epoch(train) [104][1500/5005] lr: 5.6169e-03 eta: 2 days, 1:42:44 time: 0.1837 data_time: 0.0039 loss: 1.4757 2023/03/25 11:36:59 - mmengine - INFO - Epoch(train) [104][1600/5005] lr: 5.6169e-03 eta: 2 days, 1:42:27 time: 0.1857 data_time: 0.0039 loss: 1.5658 2023/03/25 11:37:18 - mmengine - INFO - Epoch(train) [104][1700/5005] lr: 5.6169e-03 eta: 2 days, 1:42:09 time: 0.1846 data_time: 0.0039 loss: 1.5483 2023/03/25 11:37:36 - mmengine - INFO - Epoch(train) [104][1800/5005] lr: 5.6169e-03 eta: 2 days, 1:41:52 time: 0.1837 data_time: 0.0039 loss: 1.3747 2023/03/25 11:37:55 - mmengine - INFO - Epoch(train) [104][1900/5005] lr: 5.6169e-03 eta: 2 days, 1:41:34 time: 0.1821 data_time: 0.0038 loss: 1.4752 2023/03/25 11:38:14 - mmengine - INFO - Epoch(train) [104][2000/5005] lr: 5.6169e-03 eta: 2 days, 1:41:16 time: 0.1836 data_time: 0.0039 loss: 1.3267 2023/03/25 11:38:33 - mmengine - INFO - Epoch(train) [104][2100/5005] lr: 5.6169e-03 eta: 2 days, 1:40:59 time: 0.1828 data_time: 0.0038 loss: 1.4949 2023/03/25 11:38:51 - mmengine - INFO - Epoch(train) [104][2200/5005] lr: 5.6169e-03 eta: 2 days, 1:40:41 time: 0.1831 data_time: 0.0038 loss: 1.4094 2023/03/25 11:39:10 - mmengine - INFO - Epoch(train) [104][2300/5005] lr: 5.6169e-03 eta: 2 days, 1:40:24 time: 0.1833 data_time: 0.0039 loss: 1.4911 2023/03/25 11:39:29 - mmengine - INFO - Epoch(train) [104][2400/5005] lr: 5.6169e-03 eta: 2 days, 1:40:06 time: 0.1806 data_time: 0.0038 loss: 1.4869 2023/03/25 11:39:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:39:47 - mmengine - INFO - Epoch(train) [104][2500/5005] lr: 5.6169e-03 eta: 2 days, 1:39:49 time: 0.1826 data_time: 0.0041 loss: 1.5429 2023/03/25 11:40:06 - mmengine - INFO - Epoch(train) [104][2600/5005] lr: 5.6169e-03 eta: 2 days, 1:39:31 time: 0.1816 data_time: 0.0038 loss: 1.5741 2023/03/25 11:40:24 - mmengine - INFO - Epoch(train) [104][2700/5005] lr: 5.6169e-03 eta: 2 days, 1:39:13 time: 0.1842 data_time: 0.0039 loss: 1.4416 2023/03/25 11:40:43 - mmengine - INFO - Epoch(train) [104][2800/5005] lr: 5.6169e-03 eta: 2 days, 1:38:55 time: 0.1845 data_time: 0.0038 loss: 1.5465 2023/03/25 11:41:02 - mmengine - INFO - Epoch(train) [104][2900/5005] lr: 5.6169e-03 eta: 2 days, 1:38:38 time: 0.1825 data_time: 0.0039 loss: 1.5254 2023/03/25 11:41:21 - mmengine - INFO - Epoch(train) [104][3000/5005] lr: 5.6169e-03 eta: 2 days, 1:38:20 time: 0.1822 data_time: 0.0039 loss: 1.5389 2023/03/25 11:41:39 - mmengine - INFO - Epoch(train) [104][3100/5005] lr: 5.6169e-03 eta: 2 days, 1:38:02 time: 0.1832 data_time: 0.0038 loss: 1.4404 2023/03/25 11:41:58 - mmengine - INFO - Epoch(train) [104][3200/5005] lr: 5.6169e-03 eta: 2 days, 1:37:45 time: 0.2022 data_time: 0.0038 loss: 1.4934 2023/03/25 11:42:17 - mmengine - INFO - Epoch(train) [104][3300/5005] lr: 5.6169e-03 eta: 2 days, 1:37:28 time: 0.1826 data_time: 0.0041 loss: 1.3330 2023/03/25 11:42:36 - mmengine - INFO - Epoch(train) [104][3400/5005] lr: 5.6169e-03 eta: 2 days, 1:37:10 time: 0.1971 data_time: 0.0040 loss: 1.5132 2023/03/25 11:42:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:42:54 - mmengine - INFO - Epoch(train) [104][3500/5005] lr: 5.6169e-03 eta: 2 days, 1:36:52 time: 0.1829 data_time: 0.0039 loss: 1.6611 2023/03/25 11:43:13 - mmengine - INFO - Epoch(train) [104][3600/5005] lr: 5.6169e-03 eta: 2 days, 1:36:35 time: 0.1837 data_time: 0.0038 loss: 1.5148 2023/03/25 11:43:32 - mmengine - INFO - Epoch(train) [104][3700/5005] lr: 5.6169e-03 eta: 2 days, 1:36:17 time: 0.1846 data_time: 0.0039 loss: 1.4375 2023/03/25 11:43:50 - mmengine - INFO - Epoch(train) [104][3800/5005] lr: 5.6169e-03 eta: 2 days, 1:35:59 time: 0.1845 data_time: 0.0038 loss: 1.2737 2023/03/25 11:44:09 - mmengine - INFO - Epoch(train) [104][3900/5005] lr: 5.6169e-03 eta: 2 days, 1:35:41 time: 0.1831 data_time: 0.0039 loss: 1.5232 2023/03/25 11:44:28 - mmengine - INFO - Epoch(train) [104][4000/5005] lr: 5.6169e-03 eta: 2 days, 1:35:24 time: 0.1844 data_time: 0.0039 loss: 1.6116 2023/03/25 11:44:46 - mmengine - INFO - Epoch(train) [104][4100/5005] lr: 5.6169e-03 eta: 2 days, 1:35:07 time: 0.1815 data_time: 0.0039 loss: 1.6325 2023/03/25 11:45:05 - mmengine - INFO - Epoch(train) [104][4200/5005] lr: 5.6169e-03 eta: 2 days, 1:34:49 time: 0.1842 data_time: 0.0039 loss: 1.3025 2023/03/25 11:45:24 - mmengine - INFO - Epoch(train) [104][4300/5005] lr: 5.6169e-03 eta: 2 days, 1:34:32 time: 0.1994 data_time: 0.0039 loss: 1.4700 2023/03/25 11:45:43 - mmengine - INFO - Epoch(train) [104][4400/5005] lr: 5.6169e-03 eta: 2 days, 1:34:14 time: 0.1837 data_time: 0.0039 loss: 1.5202 2023/03/25 11:45:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:46:01 - mmengine - INFO - Epoch(train) [104][4500/5005] lr: 5.6169e-03 eta: 2 days, 1:33:57 time: 0.1843 data_time: 0.0039 loss: 1.3553 2023/03/25 11:46:20 - mmengine - INFO - Epoch(train) [104][4600/5005] lr: 5.6169e-03 eta: 2 days, 1:33:39 time: 0.1828 data_time: 0.0039 loss: 1.3170 2023/03/25 11:46:38 - mmengine - INFO - Epoch(train) [104][4700/5005] lr: 5.6169e-03 eta: 2 days, 1:33:21 time: 0.1834 data_time: 0.0039 loss: 1.4743 2023/03/25 11:46:57 - mmengine - INFO - Epoch(train) [104][4800/5005] lr: 5.6169e-03 eta: 2 days, 1:33:03 time: 0.1841 data_time: 0.0039 loss: 1.3973 2023/03/25 11:47:16 - mmengine - INFO - Epoch(train) [104][4900/5005] lr: 5.6169e-03 eta: 2 days, 1:32:45 time: 0.1841 data_time: 0.0038 loss: 1.3944 2023/03/25 11:47:34 - mmengine - INFO - Epoch(train) [104][5000/5005] lr: 5.6169e-03 eta: 2 days, 1:32:28 time: 0.1819 data_time: 0.0045 loss: 1.5390 2023/03/25 11:47:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:47:36 - mmengine - INFO - Saving checkpoint at 104 epochs 2023/03/25 11:47:44 - mmengine - INFO - Epoch(val) [104][100/196] eta: 0:00:06 time: 0.0599 data_time: 0.0222 2023/03/25 11:48:13 - mmengine - INFO - Epoch(val) [104][196/196] accuracy/top1: 69.0020 accuracy/top5: 88.6060data_time: 0.0682 time: 0.1023 2023/03/25 11:48:33 - mmengine - INFO - Epoch(train) [105][ 100/5005] lr: 5.5046e-03 eta: 2 days, 1:32:12 time: 0.2059 data_time: 0.0038 loss: 1.4194 2023/03/25 11:48:52 - mmengine - INFO - Epoch(train) [105][ 200/5005] lr: 5.5046e-03 eta: 2 days, 1:31:55 time: 0.2072 data_time: 0.0039 loss: 1.4764 2023/03/25 11:49:11 - mmengine - INFO - Epoch(train) [105][ 300/5005] lr: 5.5046e-03 eta: 2 days, 1:31:37 time: 0.1798 data_time: 0.0039 loss: 1.5175 2023/03/25 11:49:29 - mmengine - INFO - Epoch(train) [105][ 400/5005] lr: 5.5046e-03 eta: 2 days, 1:31:19 time: 0.1828 data_time: 0.0039 loss: 1.4720 2023/03/25 11:49:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:49:48 - mmengine - INFO - Epoch(train) [105][ 500/5005] lr: 5.5046e-03 eta: 2 days, 1:31:01 time: 0.1845 data_time: 0.0039 loss: 1.4694 2023/03/25 11:50:06 - mmengine - INFO - Epoch(train) [105][ 600/5005] lr: 5.5046e-03 eta: 2 days, 1:30:43 time: 0.1845 data_time: 0.0039 loss: 1.4284 2023/03/25 11:50:25 - mmengine - INFO - Epoch(train) [105][ 700/5005] lr: 5.5046e-03 eta: 2 days, 1:30:25 time: 0.1832 data_time: 0.0038 loss: 1.7002 2023/03/25 11:50:44 - mmengine - INFO - Epoch(train) [105][ 800/5005] lr: 5.5046e-03 eta: 2 days, 1:30:09 time: 0.1833 data_time: 0.0039 loss: 1.5771 2023/03/25 11:51:03 - mmengine - INFO - Epoch(train) [105][ 900/5005] lr: 5.5046e-03 eta: 2 days, 1:29:51 time: 0.1826 data_time: 0.0040 loss: 1.6000 2023/03/25 11:51:21 - mmengine - INFO - Epoch(train) [105][1000/5005] lr: 5.5046e-03 eta: 2 days, 1:29:33 time: 0.1835 data_time: 0.0039 loss: 1.3976 2023/03/25 11:51:40 - mmengine - INFO - Epoch(train) [105][1100/5005] lr: 5.5046e-03 eta: 2 days, 1:29:16 time: 0.1798 data_time: 0.0039 loss: 1.3882 2023/03/25 11:51:59 - mmengine - INFO - Epoch(train) [105][1200/5005] lr: 5.5046e-03 eta: 2 days, 1:28:58 time: 0.1848 data_time: 0.0039 loss: 1.4519 2023/03/25 11:52:17 - mmengine - INFO - Epoch(train) [105][1300/5005] lr: 5.5046e-03 eta: 2 days, 1:28:40 time: 0.1837 data_time: 0.0039 loss: 1.5168 2023/03/25 11:52:36 - mmengine - INFO - Epoch(train) [105][1400/5005] lr: 5.5046e-03 eta: 2 days, 1:28:22 time: 0.1827 data_time: 0.0039 loss: 1.4000 2023/03/25 11:52:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:52:55 - mmengine - INFO - Epoch(train) [105][1500/5005] lr: 5.5046e-03 eta: 2 days, 1:28:05 time: 0.1840 data_time: 0.0039 loss: 1.5050 2023/03/25 11:53:13 - mmengine - INFO - Epoch(train) [105][1600/5005] lr: 5.5046e-03 eta: 2 days, 1:27:47 time: 0.1838 data_time: 0.0040 loss: 1.3366 2023/03/25 11:53:32 - mmengine - INFO - Epoch(train) [105][1700/5005] lr: 5.5046e-03 eta: 2 days, 1:27:30 time: 0.1831 data_time: 0.0039 loss: 1.3977 2023/03/25 11:53:51 - mmengine - INFO - Epoch(train) [105][1800/5005] lr: 5.5046e-03 eta: 2 days, 1:27:12 time: 0.1845 data_time: 0.0039 loss: 1.4081 2023/03/25 11:54:09 - mmengine - INFO - Epoch(train) [105][1900/5005] lr: 5.5046e-03 eta: 2 days, 1:26:54 time: 0.1833 data_time: 0.0039 loss: 1.4603 2023/03/25 11:54:28 - mmengine - INFO - Epoch(train) [105][2000/5005] lr: 5.5046e-03 eta: 2 days, 1:26:37 time: 0.1838 data_time: 0.0040 loss: 1.4909 2023/03/25 11:54:47 - mmengine - INFO - Epoch(train) [105][2100/5005] lr: 5.5046e-03 eta: 2 days, 1:26:20 time: 0.1827 data_time: 0.0038 loss: 1.4175 2023/03/25 11:55:06 - mmengine - INFO - Epoch(train) [105][2200/5005] lr: 5.5046e-03 eta: 2 days, 1:26:03 time: 0.1817 data_time: 0.0039 loss: 1.4800 2023/03/25 11:55:25 - mmengine - INFO - Epoch(train) [105][2300/5005] lr: 5.5046e-03 eta: 2 days, 1:25:45 time: 0.1843 data_time: 0.0039 loss: 1.5021 2023/03/25 11:55:43 - mmengine - INFO - Epoch(train) [105][2400/5005] lr: 5.5046e-03 eta: 2 days, 1:25:27 time: 0.1829 data_time: 0.0039 loss: 1.4777 2023/03/25 11:55:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:56:02 - mmengine - INFO - Epoch(train) [105][2500/5005] lr: 5.5046e-03 eta: 2 days, 1:25:10 time: 0.1837 data_time: 0.0040 loss: 1.5377 2023/03/25 11:56:21 - mmengine - INFO - Epoch(train) [105][2600/5005] lr: 5.5046e-03 eta: 2 days, 1:24:52 time: 0.1847 data_time: 0.0040 loss: 1.5293 2023/03/25 11:56:39 - mmengine - INFO - Epoch(train) [105][2700/5005] lr: 5.5046e-03 eta: 2 days, 1:24:34 time: 0.1808 data_time: 0.0040 loss: 1.5377 2023/03/25 11:56:58 - mmengine - INFO - Epoch(train) [105][2800/5005] lr: 5.5046e-03 eta: 2 days, 1:24:17 time: 0.1824 data_time: 0.0039 loss: 1.3836 2023/03/25 11:57:17 - mmengine - INFO - Epoch(train) [105][2900/5005] lr: 5.5046e-03 eta: 2 days, 1:23:59 time: 0.1830 data_time: 0.0039 loss: 1.4624 2023/03/25 11:57:36 - mmengine - INFO - Epoch(train) [105][3000/5005] lr: 5.5046e-03 eta: 2 days, 1:23:42 time: 0.1917 data_time: 0.0039 loss: 1.2838 2023/03/25 11:57:55 - mmengine - INFO - Epoch(train) [105][3100/5005] lr: 5.5046e-03 eta: 2 days, 1:23:25 time: 0.1835 data_time: 0.0040 loss: 1.3500 2023/03/25 11:58:13 - mmengine - INFO - Epoch(train) [105][3200/5005] lr: 5.5046e-03 eta: 2 days, 1:23:07 time: 0.1837 data_time: 0.0039 loss: 1.2933 2023/03/25 11:58:32 - mmengine - INFO - Epoch(train) [105][3300/5005] lr: 5.5046e-03 eta: 2 days, 1:22:49 time: 0.1830 data_time: 0.0039 loss: 1.5746 2023/03/25 11:58:50 - mmengine - INFO - Epoch(train) [105][3400/5005] lr: 5.5046e-03 eta: 2 days, 1:22:31 time: 0.1793 data_time: 0.0042 loss: 1.5171 2023/03/25 11:59:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 11:59:09 - mmengine - INFO - Epoch(train) [105][3500/5005] lr: 5.5046e-03 eta: 2 days, 1:22:14 time: 0.1831 data_time: 0.0040 loss: 1.5100 2023/03/25 11:59:28 - mmengine - INFO - Epoch(train) [105][3600/5005] lr: 5.5046e-03 eta: 2 days, 1:21:57 time: 0.1986 data_time: 0.0039 loss: 1.4331 2023/03/25 11:59:47 - mmengine - INFO - Epoch(train) [105][3700/5005] lr: 5.5046e-03 eta: 2 days, 1:21:39 time: 0.1845 data_time: 0.0040 loss: 1.3988 2023/03/25 12:00:05 - mmengine - INFO - Epoch(train) [105][3800/5005] lr: 5.5046e-03 eta: 2 days, 1:21:21 time: 0.1835 data_time: 0.0039 loss: 1.3810 2023/03/25 12:00:24 - mmengine - INFO - Epoch(train) [105][3900/5005] lr: 5.5046e-03 eta: 2 days, 1:21:04 time: 0.1839 data_time: 0.0039 loss: 1.4891 2023/03/25 12:00:43 - mmengine - INFO - Epoch(train) [105][4000/5005] lr: 5.5046e-03 eta: 2 days, 1:20:46 time: 0.1834 data_time: 0.0039 loss: 1.5031 2023/03/25 12:01:02 - mmengine - INFO - Epoch(train) [105][4100/5005] lr: 5.5046e-03 eta: 2 days, 1:20:29 time: 0.1847 data_time: 0.0039 loss: 1.5596 2023/03/25 12:01:21 - mmengine - INFO - Epoch(train) [105][4200/5005] lr: 5.5046e-03 eta: 2 days, 1:20:12 time: 0.1842 data_time: 0.0040 loss: 1.4370 2023/03/25 12:01:39 - mmengine - INFO - Epoch(train) [105][4300/5005] lr: 5.5046e-03 eta: 2 days, 1:19:54 time: 0.1842 data_time: 0.0039 loss: 1.5869 2023/03/25 12:01:58 - mmengine - INFO - Epoch(train) [105][4400/5005] lr: 5.5046e-03 eta: 2 days, 1:19:36 time: 0.1862 data_time: 0.0039 loss: 1.3770 2023/03/25 12:02:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:02:17 - mmengine - INFO - Epoch(train) [105][4500/5005] lr: 5.5046e-03 eta: 2 days, 1:19:19 time: 0.1845 data_time: 0.0039 loss: 1.5276 2023/03/25 12:02:35 - mmengine - INFO - Epoch(train) [105][4600/5005] lr: 5.5046e-03 eta: 2 days, 1:19:01 time: 0.1832 data_time: 0.0039 loss: 1.5824 2023/03/25 12:02:54 - mmengine - INFO - Epoch(train) [105][4700/5005] lr: 5.5046e-03 eta: 2 days, 1:18:43 time: 0.1857 data_time: 0.0039 loss: 1.6120 2023/03/25 12:03:13 - mmengine - INFO - Epoch(train) [105][4800/5005] lr: 5.5046e-03 eta: 2 days, 1:18:27 time: 0.2003 data_time: 0.0041 loss: 1.2684 2023/03/25 12:03:32 - mmengine - INFO - Epoch(train) [105][4900/5005] lr: 5.5046e-03 eta: 2 days, 1:18:09 time: 0.1854 data_time: 0.0040 loss: 1.5985 2023/03/25 12:03:50 - mmengine - INFO - Epoch(train) [105][5000/5005] lr: 5.5046e-03 eta: 2 days, 1:17:51 time: 0.1834 data_time: 0.0046 loss: 1.3649 2023/03/25 12:03:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:03:52 - mmengine - INFO - Saving checkpoint at 105 epochs 2023/03/25 12:04:00 - mmengine - INFO - Epoch(val) [105][100/196] eta: 0:00:06 time: 0.0610 data_time: 0.0216 2023/03/25 12:04:29 - mmengine - INFO - Epoch(val) [105][196/196] accuracy/top1: 68.6340 accuracy/top5: 88.5500data_time: 0.0702 time: 0.1033 2023/03/25 12:04:50 - mmengine - INFO - Epoch(train) [106][ 100/5005] lr: 5.3945e-03 eta: 2 days, 1:17:36 time: 0.1846 data_time: 0.0040 loss: 1.3461 2023/03/25 12:05:08 - mmengine - INFO - Epoch(train) [106][ 200/5005] lr: 5.3945e-03 eta: 2 days, 1:17:18 time: 0.1839 data_time: 0.0040 loss: 1.4547 2023/03/25 12:05:27 - mmengine - INFO - Epoch(train) [106][ 300/5005] lr: 5.3945e-03 eta: 2 days, 1:17:00 time: 0.1839 data_time: 0.0039 loss: 1.3780 2023/03/25 12:05:46 - mmengine - INFO - Epoch(train) [106][ 400/5005] lr: 5.3945e-03 eta: 2 days, 1:16:42 time: 0.1836 data_time: 0.0039 loss: 1.3717 2023/03/25 12:06:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:06:04 - mmengine - INFO - Epoch(train) [106][ 500/5005] lr: 5.3945e-03 eta: 2 days, 1:16:25 time: 0.1844 data_time: 0.0039 loss: 1.4378 2023/03/25 12:06:23 - mmengine - INFO - Epoch(train) [106][ 600/5005] lr: 5.3945e-03 eta: 2 days, 1:16:07 time: 0.1839 data_time: 0.0039 loss: 1.4618 2023/03/25 12:06:41 - mmengine - INFO - Epoch(train) [106][ 700/5005] lr: 5.3945e-03 eta: 2 days, 1:15:49 time: 0.1829 data_time: 0.0039 loss: 1.5042 2023/03/25 12:07:00 - mmengine - INFO - Epoch(train) [106][ 800/5005] lr: 5.3945e-03 eta: 2 days, 1:15:32 time: 0.1836 data_time: 0.0039 loss: 1.3688 2023/03/25 12:07:19 - mmengine - INFO - Epoch(train) [106][ 900/5005] lr: 5.3945e-03 eta: 2 days, 1:15:14 time: 0.1837 data_time: 0.0039 loss: 1.3939 2023/03/25 12:07:38 - mmengine - INFO - Epoch(train) [106][1000/5005] lr: 5.3945e-03 eta: 2 days, 1:14:57 time: 0.1855 data_time: 0.0042 loss: 1.3388 2023/03/25 12:07:57 - mmengine - INFO - Epoch(train) [106][1100/5005] lr: 5.3945e-03 eta: 2 days, 1:14:40 time: 0.1839 data_time: 0.0040 loss: 1.5751 2023/03/25 12:08:16 - mmengine - INFO - Epoch(train) [106][1200/5005] lr: 5.3945e-03 eta: 2 days, 1:14:22 time: 0.1841 data_time: 0.0038 loss: 1.6164 2023/03/25 12:08:34 - mmengine - INFO - Epoch(train) [106][1300/5005] lr: 5.3945e-03 eta: 2 days, 1:14:05 time: 0.2109 data_time: 0.0039 loss: 1.5477 2023/03/25 12:08:53 - mmengine - INFO - Epoch(train) [106][1400/5005] lr: 5.3945e-03 eta: 2 days, 1:13:47 time: 0.2030 data_time: 0.0039 loss: 1.5739 2023/03/25 12:09:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:09:12 - mmengine - INFO - Epoch(train) [106][1500/5005] lr: 5.3945e-03 eta: 2 days, 1:13:30 time: 0.1974 data_time: 0.0039 loss: 1.2931 2023/03/25 12:09:30 - mmengine - INFO - Epoch(train) [106][1600/5005] lr: 5.3945e-03 eta: 2 days, 1:13:12 time: 0.1838 data_time: 0.0039 loss: 1.3143 2023/03/25 12:09:49 - mmengine - INFO - Epoch(train) [106][1700/5005] lr: 5.3945e-03 eta: 2 days, 1:12:54 time: 0.1822 data_time: 0.0039 loss: 1.5431 2023/03/25 12:10:08 - mmengine - INFO - Epoch(train) [106][1800/5005] lr: 5.3945e-03 eta: 2 days, 1:12:36 time: 0.1837 data_time: 0.0041 loss: 1.4634 2023/03/25 12:10:27 - mmengine - INFO - Epoch(train) [106][1900/5005] lr: 5.3945e-03 eta: 2 days, 1:12:19 time: 0.1976 data_time: 0.0039 loss: 1.4073 2023/03/25 12:10:45 - mmengine - INFO - Epoch(train) [106][2000/5005] lr: 5.3945e-03 eta: 2 days, 1:12:02 time: 0.2089 data_time: 0.0040 loss: 1.5420 2023/03/25 12:11:04 - mmengine - INFO - Epoch(train) [106][2100/5005] lr: 5.3945e-03 eta: 2 days, 1:11:44 time: 0.1857 data_time: 0.0040 loss: 1.6802 2023/03/25 12:11:23 - mmengine - INFO - Epoch(train) [106][2200/5005] lr: 5.3945e-03 eta: 2 days, 1:11:27 time: 0.1828 data_time: 0.0039 loss: 1.4788 2023/03/25 12:11:42 - mmengine - INFO - Epoch(train) [106][2300/5005] lr: 5.3945e-03 eta: 2 days, 1:11:10 time: 0.1836 data_time: 0.0039 loss: 1.3407 2023/03/25 12:12:01 - mmengine - INFO - Epoch(train) [106][2400/5005] lr: 5.3945e-03 eta: 2 days, 1:10:52 time: 0.1833 data_time: 0.0039 loss: 1.5713 2023/03/25 12:12:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:12:19 - mmengine - INFO - Epoch(train) [106][2500/5005] lr: 5.3945e-03 eta: 2 days, 1:10:34 time: 0.1855 data_time: 0.0039 loss: 1.4716 2023/03/25 12:12:38 - mmengine - INFO - Epoch(train) [106][2600/5005] lr: 5.3945e-03 eta: 2 days, 1:10:16 time: 0.1843 data_time: 0.0040 loss: 1.5850 2023/03/25 12:12:57 - mmengine - INFO - Epoch(train) [106][2700/5005] lr: 5.3945e-03 eta: 2 days, 1:09:59 time: 0.1840 data_time: 0.0040 loss: 1.4802 2023/03/25 12:13:16 - mmengine - INFO - Epoch(train) [106][2800/5005] lr: 5.3945e-03 eta: 2 days, 1:09:41 time: 0.1810 data_time: 0.0040 loss: 1.4673 2023/03/25 12:13:34 - mmengine - INFO - Epoch(train) [106][2900/5005] lr: 5.3945e-03 eta: 2 days, 1:09:24 time: 0.2018 data_time: 0.0039 loss: 1.5414 2023/03/25 12:13:53 - mmengine - INFO - Epoch(train) [106][3000/5005] lr: 5.3945e-03 eta: 2 days, 1:09:07 time: 0.2033 data_time: 0.0039 loss: 1.2673 2023/03/25 12:14:12 - mmengine - INFO - Epoch(train) [106][3100/5005] lr: 5.3945e-03 eta: 2 days, 1:08:49 time: 0.1836 data_time: 0.0040 loss: 1.2592 2023/03/25 12:14:31 - mmengine - INFO - Epoch(train) [106][3200/5005] lr: 5.3945e-03 eta: 2 days, 1:08:32 time: 0.2061 data_time: 0.0040 loss: 1.3546 2023/03/25 12:14:49 - mmengine - INFO - Epoch(train) [106][3300/5005] lr: 5.3945e-03 eta: 2 days, 1:08:14 time: 0.1851 data_time: 0.0040 loss: 1.5286 2023/03/25 12:15:08 - mmengine - INFO - Epoch(train) [106][3400/5005] lr: 5.3945e-03 eta: 2 days, 1:07:56 time: 0.1837 data_time: 0.0040 loss: 1.4968 2023/03/25 12:15:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:15:27 - mmengine - INFO - Epoch(train) [106][3500/5005] lr: 5.3945e-03 eta: 2 days, 1:07:38 time: 0.2031 data_time: 0.0039 loss: 1.5028 2023/03/25 12:15:45 - mmengine - INFO - Epoch(train) [106][3600/5005] lr: 5.3945e-03 eta: 2 days, 1:07:21 time: 0.1770 data_time: 0.0040 loss: 1.5194 2023/03/25 12:16:04 - mmengine - INFO - Epoch(train) [106][3700/5005] lr: 5.3945e-03 eta: 2 days, 1:07:03 time: 0.1838 data_time: 0.0040 loss: 1.3657 2023/03/25 12:16:23 - mmengine - INFO - Epoch(train) [106][3800/5005] lr: 5.3945e-03 eta: 2 days, 1:06:46 time: 0.1838 data_time: 0.0041 loss: 1.4713 2023/03/25 12:16:42 - mmengine - INFO - Epoch(train) [106][3900/5005] lr: 5.3945e-03 eta: 2 days, 1:06:28 time: 0.1847 data_time: 0.0040 loss: 1.3981 2023/03/25 12:17:01 - mmengine - INFO - Epoch(train) [106][4000/5005] lr: 5.3945e-03 eta: 2 days, 1:06:11 time: 0.1827 data_time: 0.0040 loss: 1.2723 2023/03/25 12:17:19 - mmengine - INFO - Epoch(train) [106][4100/5005] lr: 5.3945e-03 eta: 2 days, 1:05:53 time: 0.1843 data_time: 0.0039 loss: 1.3822 2023/03/25 12:17:38 - mmengine - INFO - Epoch(train) [106][4200/5005] lr: 5.3945e-03 eta: 2 days, 1:05:36 time: 0.1855 data_time: 0.0039 loss: 1.2895 2023/03/25 12:17:57 - mmengine - INFO - Epoch(train) [106][4300/5005] lr: 5.3945e-03 eta: 2 days, 1:05:18 time: 0.1842 data_time: 0.0040 loss: 1.5743 2023/03/25 12:18:16 - mmengine - INFO - Epoch(train) [106][4400/5005] lr: 5.3945e-03 eta: 2 days, 1:05:01 time: 0.1853 data_time: 0.0039 loss: 1.3889 2023/03/25 12:18:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:18:34 - mmengine - INFO - Epoch(train) [106][4500/5005] lr: 5.3945e-03 eta: 2 days, 1:04:43 time: 0.1829 data_time: 0.0040 loss: 1.2879 2023/03/25 12:18:53 - mmengine - INFO - Epoch(train) [106][4600/5005] lr: 5.3945e-03 eta: 2 days, 1:04:25 time: 0.1924 data_time: 0.0039 loss: 1.5188 2023/03/25 12:19:12 - mmengine - INFO - Epoch(train) [106][4700/5005] lr: 5.3945e-03 eta: 2 days, 1:04:08 time: 0.1842 data_time: 0.0040 loss: 1.6364 2023/03/25 12:19:30 - mmengine - INFO - Epoch(train) [106][4800/5005] lr: 5.3945e-03 eta: 2 days, 1:03:50 time: 0.1847 data_time: 0.0040 loss: 1.5970 2023/03/25 12:19:49 - mmengine - INFO - Epoch(train) [106][4900/5005] lr: 5.3945e-03 eta: 2 days, 1:03:32 time: 0.1825 data_time: 0.0039 loss: 1.3897 2023/03/25 12:20:08 - mmengine - INFO - Epoch(train) [106][5000/5005] lr: 5.3945e-03 eta: 2 days, 1:03:16 time: 0.1817 data_time: 0.0046 loss: 1.4910 2023/03/25 12:20:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:20:09 - mmengine - INFO - Saving checkpoint at 106 epochs 2023/03/25 12:20:17 - mmengine - INFO - Epoch(val) [106][100/196] eta: 0:00:06 time: 0.0604 data_time: 0.0217 2023/03/25 12:20:46 - mmengine - INFO - Epoch(val) [106][196/196] accuracy/top1: 68.9140 accuracy/top5: 88.6440data_time: 0.0676 time: 0.1021 2023/03/25 12:21:06 - mmengine - INFO - Epoch(train) [107][ 100/5005] lr: 5.2866e-03 eta: 2 days, 1:02:59 time: 0.1999 data_time: 0.0039 loss: 1.5905 2023/03/25 12:21:25 - mmengine - INFO - Epoch(train) [107][ 200/5005] lr: 5.2866e-03 eta: 2 days, 1:02:41 time: 0.1837 data_time: 0.0039 loss: 1.4645 2023/03/25 12:21:43 - mmengine - INFO - Epoch(train) [107][ 300/5005] lr: 5.2866e-03 eta: 2 days, 1:02:23 time: 0.1830 data_time: 0.0039 loss: 1.2912 2023/03/25 12:22:02 - mmengine - INFO - Epoch(train) [107][ 400/5005] lr: 5.2866e-03 eta: 2 days, 1:02:05 time: 0.1837 data_time: 0.0039 loss: 1.5095 2023/03/25 12:22:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:22:20 - mmengine - INFO - Epoch(train) [107][ 500/5005] lr: 5.2866e-03 eta: 2 days, 1:01:48 time: 0.1849 data_time: 0.0039 loss: 1.4426 2023/03/25 12:22:39 - mmengine - INFO - Epoch(train) [107][ 600/5005] lr: 5.2866e-03 eta: 2 days, 1:01:30 time: 0.1792 data_time: 0.0040 loss: 1.3934 2023/03/25 12:22:58 - mmengine - INFO - Epoch(train) [107][ 700/5005] lr: 5.2866e-03 eta: 2 days, 1:01:13 time: 0.1832 data_time: 0.0039 loss: 1.4469 2023/03/25 12:23:17 - mmengine - INFO - Epoch(train) [107][ 800/5005] lr: 5.2866e-03 eta: 2 days, 1:00:56 time: 0.1841 data_time: 0.0040 loss: 1.4175 2023/03/25 12:23:36 - mmengine - INFO - Epoch(train) [107][ 900/5005] lr: 5.2866e-03 eta: 2 days, 1:00:38 time: 0.1840 data_time: 0.0039 loss: 1.3759 2023/03/25 12:23:55 - mmengine - INFO - Epoch(train) [107][1000/5005] lr: 5.2866e-03 eta: 2 days, 1:00:20 time: 0.1839 data_time: 0.0040 loss: 1.5005 2023/03/25 12:24:13 - mmengine - INFO - Epoch(train) [107][1100/5005] lr: 5.2866e-03 eta: 2 days, 1:00:02 time: 0.1830 data_time: 0.0039 loss: 1.6229 2023/03/25 12:24:32 - mmengine - INFO - Epoch(train) [107][1200/5005] lr: 5.2866e-03 eta: 2 days, 0:59:45 time: 0.1832 data_time: 0.0039 loss: 1.3061 2023/03/25 12:24:51 - mmengine - INFO - Epoch(train) [107][1300/5005] lr: 5.2866e-03 eta: 2 days, 0:59:27 time: 0.1836 data_time: 0.0040 loss: 1.4564 2023/03/25 12:25:09 - mmengine - INFO - Epoch(train) [107][1400/5005] lr: 5.2866e-03 eta: 2 days, 0:59:09 time: 0.1831 data_time: 0.0039 loss: 1.3380 2023/03/25 12:25:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:25:28 - mmengine - INFO - Epoch(train) [107][1500/5005] lr: 5.2866e-03 eta: 2 days, 0:58:52 time: 0.1838 data_time: 0.0040 loss: 1.5154 2023/03/25 12:25:47 - mmengine - INFO - Epoch(train) [107][1600/5005] lr: 5.2866e-03 eta: 2 days, 0:58:35 time: 0.1824 data_time: 0.0040 loss: 1.3829 2023/03/25 12:26:06 - mmengine - INFO - Epoch(train) [107][1700/5005] lr: 5.2866e-03 eta: 2 days, 0:58:17 time: 0.1832 data_time: 0.0040 loss: 1.3116 2023/03/25 12:26:24 - mmengine - INFO - Epoch(train) [107][1800/5005] lr: 5.2866e-03 eta: 2 days, 0:58:00 time: 0.1837 data_time: 0.0040 loss: 1.4451 2023/03/25 12:26:43 - mmengine - INFO - Epoch(train) [107][1900/5005] lr: 5.2866e-03 eta: 2 days, 0:57:42 time: 0.1844 data_time: 0.0039 loss: 1.4536 2023/03/25 12:27:02 - mmengine - INFO - Epoch(train) [107][2000/5005] lr: 5.2866e-03 eta: 2 days, 0:57:24 time: 0.1863 data_time: 0.0040 loss: 1.5139 2023/03/25 12:27:21 - mmengine - INFO - Epoch(train) [107][2100/5005] lr: 5.2866e-03 eta: 2 days, 0:57:07 time: 0.2039 data_time: 0.0038 loss: 1.2918 2023/03/25 12:27:40 - mmengine - INFO - Epoch(train) [107][2200/5005] lr: 5.2866e-03 eta: 2 days, 0:56:50 time: 0.1991 data_time: 0.0040 loss: 1.3133 2023/03/25 12:27:58 - mmengine - INFO - Epoch(train) [107][2300/5005] lr: 5.2866e-03 eta: 2 days, 0:56:32 time: 0.1852 data_time: 0.0039 loss: 1.2147 2023/03/25 12:28:17 - mmengine - INFO - Epoch(train) [107][2400/5005] lr: 5.2866e-03 eta: 2 days, 0:56:15 time: 0.1846 data_time: 0.0040 loss: 1.4708 2023/03/25 12:28:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:28:36 - mmengine - INFO - Epoch(train) [107][2500/5005] lr: 5.2866e-03 eta: 2 days, 0:55:57 time: 0.1843 data_time: 0.0040 loss: 1.4575 2023/03/25 12:28:54 - mmengine - INFO - Epoch(train) [107][2600/5005] lr: 5.2866e-03 eta: 2 days, 0:55:39 time: 0.1843 data_time: 0.0042 loss: 1.4527 2023/03/25 12:29:13 - mmengine - INFO - Epoch(train) [107][2700/5005] lr: 5.2866e-03 eta: 2 days, 0:55:22 time: 0.1861 data_time: 0.0040 loss: 1.4830 2023/03/25 12:29:32 - mmengine - INFO - Epoch(train) [107][2800/5005] lr: 5.2866e-03 eta: 2 days, 0:55:04 time: 0.1826 data_time: 0.0040 loss: 1.6112 2023/03/25 12:29:51 - mmengine - INFO - Epoch(train) [107][2900/5005] lr: 5.2866e-03 eta: 2 days, 0:54:47 time: 0.1842 data_time: 0.0039 loss: 1.3331 2023/03/25 12:30:10 - mmengine - INFO - Epoch(train) [107][3000/5005] lr: 5.2866e-03 eta: 2 days, 0:54:29 time: 0.1838 data_time: 0.0040 loss: 1.4904 2023/03/25 12:30:29 - mmengine - INFO - Epoch(train) [107][3100/5005] lr: 5.2866e-03 eta: 2 days, 0:54:12 time: 0.1827 data_time: 0.0039 loss: 1.3466 2023/03/25 12:30:47 - mmengine - INFO - Epoch(train) [107][3200/5005] lr: 5.2866e-03 eta: 2 days, 0:53:55 time: 0.1847 data_time: 0.0039 loss: 1.3778 2023/03/25 12:31:06 - mmengine - INFO - Epoch(train) [107][3300/5005] lr: 5.2866e-03 eta: 2 days, 0:53:37 time: 0.1835 data_time: 0.0039 loss: 1.6617 2023/03/25 12:31:25 - mmengine - INFO - Epoch(train) [107][3400/5005] lr: 5.2866e-03 eta: 2 days, 0:53:19 time: 0.1855 data_time: 0.0039 loss: 1.3681 2023/03/25 12:31:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:31:44 - mmengine - INFO - Epoch(train) [107][3500/5005] lr: 5.2866e-03 eta: 2 days, 0:53:02 time: 0.1848 data_time: 0.0039 loss: 1.4009 2023/03/25 12:32:02 - mmengine - INFO - Epoch(train) [107][3600/5005] lr: 5.2866e-03 eta: 2 days, 0:52:44 time: 0.1805 data_time: 0.0041 loss: 1.2414 2023/03/25 12:32:21 - mmengine - INFO - Epoch(train) [107][3700/5005] lr: 5.2866e-03 eta: 2 days, 0:52:27 time: 0.1851 data_time: 0.0041 loss: 1.5495 2023/03/25 12:32:40 - mmengine - INFO - Epoch(train) [107][3800/5005] lr: 5.2866e-03 eta: 2 days, 0:52:10 time: 0.1844 data_time: 0.0039 loss: 1.3195 2023/03/25 12:32:59 - mmengine - INFO - Epoch(train) [107][3900/5005] lr: 5.2866e-03 eta: 2 days, 0:51:52 time: 0.1852 data_time: 0.0039 loss: 1.4973 2023/03/25 12:33:17 - mmengine - INFO - Epoch(train) [107][4000/5005] lr: 5.2866e-03 eta: 2 days, 0:51:34 time: 0.1831 data_time: 0.0040 loss: 1.4506 2023/03/25 12:33:36 - mmengine - INFO - Epoch(train) [107][4100/5005] lr: 5.2866e-03 eta: 2 days, 0:51:17 time: 0.1842 data_time: 0.0039 loss: 1.3794 2023/03/25 12:33:55 - mmengine - INFO - Epoch(train) [107][4200/5005] lr: 5.2866e-03 eta: 2 days, 0:51:00 time: 0.1840 data_time: 0.0039 loss: 1.5735 2023/03/25 12:34:14 - mmengine - INFO - Epoch(train) [107][4300/5005] lr: 5.2866e-03 eta: 2 days, 0:50:42 time: 0.1838 data_time: 0.0043 loss: 1.5865 2023/03/25 12:34:33 - mmengine - INFO - Epoch(train) [107][4400/5005] lr: 5.2866e-03 eta: 2 days, 0:50:25 time: 0.1835 data_time: 0.0039 loss: 1.5243 2023/03/25 12:34:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:34:51 - mmengine - INFO - Epoch(train) [107][4500/5005] lr: 5.2866e-03 eta: 2 days, 0:50:07 time: 0.1857 data_time: 0.0040 loss: 1.3662 2023/03/25 12:35:10 - mmengine - INFO - Epoch(train) [107][4600/5005] lr: 5.2866e-03 eta: 2 days, 0:49:49 time: 0.1834 data_time: 0.0039 loss: 1.5523 2023/03/25 12:35:29 - mmengine - INFO - Epoch(train) [107][4700/5005] lr: 5.2866e-03 eta: 2 days, 0:49:32 time: 0.1824 data_time: 0.0039 loss: 1.6278 2023/03/25 12:35:48 - mmengine - INFO - Epoch(train) [107][4800/5005] lr: 5.2866e-03 eta: 2 days, 0:49:14 time: 0.1855 data_time: 0.0041 loss: 1.4252 2023/03/25 12:36:06 - mmengine - INFO - Epoch(train) [107][4900/5005] lr: 5.2866e-03 eta: 2 days, 0:48:56 time: 0.1851 data_time: 0.0040 loss: 1.4122 2023/03/25 12:36:25 - mmengine - INFO - Epoch(train) [107][5000/5005] lr: 5.2866e-03 eta: 2 days, 0:48:39 time: 0.1829 data_time: 0.0047 loss: 1.4241 2023/03/25 12:36:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:36:27 - mmengine - INFO - Saving checkpoint at 107 epochs 2023/03/25 12:36:35 - mmengine - INFO - Epoch(val) [107][100/196] eta: 0:00:06 time: 0.0605 data_time: 0.0213 2023/03/25 12:37:04 - mmengine - INFO - Epoch(val) [107][196/196] accuracy/top1: 68.8160 accuracy/top5: 88.5600data_time: 0.0673 time: 0.1015 2023/03/25 12:37:23 - mmengine - INFO - Epoch(train) [108][ 100/5005] lr: 5.1809e-03 eta: 2 days, 0:48:22 time: 0.1849 data_time: 0.0040 loss: 1.4169 2023/03/25 12:37:42 - mmengine - INFO - Epoch(train) [108][ 200/5005] lr: 5.1809e-03 eta: 2 days, 0:48:05 time: 0.1840 data_time: 0.0040 loss: 1.3072 2023/03/25 12:38:01 - mmengine - INFO - Epoch(train) [108][ 300/5005] lr: 5.1809e-03 eta: 2 days, 0:47:47 time: 0.1822 data_time: 0.0040 loss: 1.4404 2023/03/25 12:38:20 - mmengine - INFO - Epoch(train) [108][ 400/5005] lr: 5.1809e-03 eta: 2 days, 0:47:30 time: 0.1842 data_time: 0.0040 loss: 1.3405 2023/03/25 12:38:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:38:39 - mmengine - INFO - Epoch(train) [108][ 500/5005] lr: 5.1809e-03 eta: 2 days, 0:47:12 time: 0.1861 data_time: 0.0040 loss: 1.6033 2023/03/25 12:38:57 - mmengine - INFO - Epoch(train) [108][ 600/5005] lr: 5.1809e-03 eta: 2 days, 0:46:55 time: 0.1833 data_time: 0.0040 loss: 1.3584 2023/03/25 12:39:16 - mmengine - INFO - Epoch(train) [108][ 700/5005] lr: 5.1809e-03 eta: 2 days, 0:46:37 time: 0.1847 data_time: 0.0042 loss: 1.5031 2023/03/25 12:39:35 - mmengine - INFO - Epoch(train) [108][ 800/5005] lr: 5.1809e-03 eta: 2 days, 0:46:19 time: 0.1836 data_time: 0.0040 loss: 1.5563 2023/03/25 12:39:54 - mmengine - INFO - Epoch(train) [108][ 900/5005] lr: 5.1809e-03 eta: 2 days, 0:46:02 time: 0.1844 data_time: 0.0040 loss: 1.5363 2023/03/25 12:40:12 - mmengine - INFO - Epoch(train) [108][1000/5005] lr: 5.1809e-03 eta: 2 days, 0:45:44 time: 0.1839 data_time: 0.0040 loss: 1.5166 2023/03/25 12:40:31 - mmengine - INFO - Epoch(train) [108][1100/5005] lr: 5.1809e-03 eta: 2 days, 0:45:26 time: 0.1821 data_time: 0.0040 loss: 1.5064 2023/03/25 12:40:50 - mmengine - INFO - Epoch(train) [108][1200/5005] lr: 5.1809e-03 eta: 2 days, 0:45:09 time: 0.1845 data_time: 0.0040 loss: 1.3616 2023/03/25 12:41:09 - mmengine - INFO - Epoch(train) [108][1300/5005] lr: 5.1809e-03 eta: 2 days, 0:44:52 time: 0.1839 data_time: 0.0040 loss: 1.2608 2023/03/25 12:41:28 - mmengine - INFO - Epoch(train) [108][1400/5005] lr: 5.1809e-03 eta: 2 days, 0:44:34 time: 0.1842 data_time: 0.0040 loss: 1.4002 2023/03/25 12:41:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:41:46 - mmengine - INFO - Epoch(train) [108][1500/5005] lr: 5.1809e-03 eta: 2 days, 0:44:17 time: 0.1840 data_time: 0.0040 loss: 1.4100 2023/03/25 12:42:05 - mmengine - INFO - Epoch(train) [108][1600/5005] lr: 5.1809e-03 eta: 2 days, 0:43:59 time: 0.1832 data_time: 0.0039 loss: 1.4054 2023/03/25 12:42:24 - mmengine - INFO - Epoch(train) [108][1700/5005] lr: 5.1809e-03 eta: 2 days, 0:43:41 time: 0.1840 data_time: 0.0040 loss: 1.2718 2023/03/25 12:42:42 - mmengine - INFO - Epoch(train) [108][1800/5005] lr: 5.1809e-03 eta: 2 days, 0:43:23 time: 0.1824 data_time: 0.0040 loss: 1.3159 2023/03/25 12:43:01 - mmengine - INFO - Epoch(train) [108][1900/5005] lr: 5.1809e-03 eta: 2 days, 0:43:06 time: 0.1847 data_time: 0.0042 loss: 1.5066 2023/03/25 12:43:20 - mmengine - INFO - Epoch(train) [108][2000/5005] lr: 5.1809e-03 eta: 2 days, 0:42:48 time: 0.1842 data_time: 0.0040 loss: 1.5380 2023/03/25 12:43:39 - mmengine - INFO - Epoch(train) [108][2100/5005] lr: 5.1809e-03 eta: 2 days, 0:42:31 time: 0.1827 data_time: 0.0039 loss: 1.4779 2023/03/25 12:43:58 - mmengine - INFO - Epoch(train) [108][2200/5005] lr: 5.1809e-03 eta: 2 days, 0:42:14 time: 0.1839 data_time: 0.0040 loss: 1.6259 2023/03/25 12:44:17 - mmengine - INFO - Epoch(train) [108][2300/5005] lr: 5.1809e-03 eta: 2 days, 0:41:57 time: 0.1838 data_time: 0.0040 loss: 1.3390 2023/03/25 12:44:35 - mmengine - INFO - Epoch(train) [108][2400/5005] lr: 5.1809e-03 eta: 2 days, 0:41:39 time: 0.1830 data_time: 0.0040 loss: 1.4818 2023/03/25 12:44:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:44:54 - mmengine - INFO - Epoch(train) [108][2500/5005] lr: 5.1809e-03 eta: 2 days, 0:41:21 time: 0.1839 data_time: 0.0040 loss: 1.5548 2023/03/25 12:45:13 - mmengine - INFO - Epoch(train) [108][2600/5005] lr: 5.1809e-03 eta: 2 days, 0:41:03 time: 0.1843 data_time: 0.0042 loss: 1.5531 2023/03/25 12:45:31 - mmengine - INFO - Epoch(train) [108][2700/5005] lr: 5.1809e-03 eta: 2 days, 0:40:46 time: 0.1849 data_time: 0.0040 loss: 1.3944 2023/03/25 12:45:50 - mmengine - INFO - Epoch(train) [108][2800/5005] lr: 5.1809e-03 eta: 2 days, 0:40:28 time: 0.1845 data_time: 0.0040 loss: 1.5205 2023/03/25 12:46:09 - mmengine - INFO - Epoch(train) [108][2900/5005] lr: 5.1809e-03 eta: 2 days, 0:40:11 time: 0.1835 data_time: 0.0040 loss: 1.4897 2023/03/25 12:46:28 - mmengine - INFO - Epoch(train) [108][3000/5005] lr: 5.1809e-03 eta: 2 days, 0:39:54 time: 0.1843 data_time: 0.0040 loss: 1.3784 2023/03/25 12:46:47 - mmengine - INFO - Epoch(train) [108][3100/5005] lr: 5.1809e-03 eta: 2 days, 0:39:36 time: 0.1850 data_time: 0.0041 loss: 1.4905 2023/03/25 12:47:06 - mmengine - INFO - Epoch(train) [108][3200/5005] lr: 5.1809e-03 eta: 2 days, 0:39:19 time: 0.1831 data_time: 0.0041 loss: 1.3944 2023/03/25 12:47:24 - mmengine - INFO - Epoch(train) [108][3300/5005] lr: 5.1809e-03 eta: 2 days, 0:39:01 time: 0.1863 data_time: 0.0040 loss: 1.4020 2023/03/25 12:47:43 - mmengine - INFO - Epoch(train) [108][3400/5005] lr: 5.1809e-03 eta: 2 days, 0:38:43 time: 0.1827 data_time: 0.0039 loss: 1.6611 2023/03/25 12:47:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:48:02 - mmengine - INFO - Epoch(train) [108][3500/5005] lr: 5.1809e-03 eta: 2 days, 0:38:26 time: 0.1844 data_time: 0.0040 loss: 1.4658 2023/03/25 12:48:20 - mmengine - INFO - Epoch(train) [108][3600/5005] lr: 5.1809e-03 eta: 2 days, 0:38:08 time: 0.1835 data_time: 0.0040 loss: 1.4824 2023/03/25 12:48:39 - mmengine - INFO - Epoch(train) [108][3700/5005] lr: 5.1809e-03 eta: 2 days, 0:37:50 time: 0.1830 data_time: 0.0040 loss: 1.4159 2023/03/25 12:48:58 - mmengine - INFO - Epoch(train) [108][3800/5005] lr: 5.1809e-03 eta: 2 days, 0:37:33 time: 0.1838 data_time: 0.0039 loss: 1.5544 2023/03/25 12:49:17 - mmengine - INFO - Epoch(train) [108][3900/5005] lr: 5.1809e-03 eta: 2 days, 0:37:15 time: 0.1843 data_time: 0.0040 loss: 1.5710 2023/03/25 12:49:36 - mmengine - INFO - Epoch(train) [108][4000/5005] lr: 5.1809e-03 eta: 2 days, 0:36:58 time: 0.1843 data_time: 0.0040 loss: 1.3274 2023/03/25 12:49:54 - mmengine - INFO - Epoch(train) [108][4100/5005] lr: 5.1809e-03 eta: 2 days, 0:36:41 time: 0.2037 data_time: 0.0040 loss: 1.4050 2023/03/25 12:50:13 - mmengine - INFO - Epoch(train) [108][4200/5005] lr: 5.1809e-03 eta: 2 days, 0:36:23 time: 0.1836 data_time: 0.0040 loss: 1.7458 2023/03/25 12:50:32 - mmengine - INFO - Epoch(train) [108][4300/5005] lr: 5.1809e-03 eta: 2 days, 0:36:06 time: 0.1828 data_time: 0.0042 loss: 1.5865 2023/03/25 12:50:51 - mmengine - INFO - Epoch(train) [108][4400/5005] lr: 5.1809e-03 eta: 2 days, 0:35:48 time: 0.2003 data_time: 0.0040 loss: 1.4797 2023/03/25 12:51:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:51:10 - mmengine - INFO - Epoch(train) [108][4500/5005] lr: 5.1809e-03 eta: 2 days, 0:35:30 time: 0.1843 data_time: 0.0041 loss: 1.3231 2023/03/25 12:51:28 - mmengine - INFO - Epoch(train) [108][4600/5005] lr: 5.1809e-03 eta: 2 days, 0:35:13 time: 0.1841 data_time: 0.0041 loss: 1.4420 2023/03/25 12:51:47 - mmengine - INFO - Epoch(train) [108][4700/5005] lr: 5.1809e-03 eta: 2 days, 0:34:55 time: 0.1824 data_time: 0.0042 loss: 1.3959 2023/03/25 12:52:06 - mmengine - INFO - Epoch(train) [108][4800/5005] lr: 5.1809e-03 eta: 2 days, 0:34:38 time: 0.1865 data_time: 0.0040 loss: 1.5165 2023/03/25 12:52:25 - mmengine - INFO - Epoch(train) [108][4900/5005] lr: 5.1809e-03 eta: 2 days, 0:34:21 time: 0.1850 data_time: 0.0041 loss: 1.4690 2023/03/25 12:52:44 - mmengine - INFO - Epoch(train) [108][5000/5005] lr: 5.1809e-03 eta: 2 days, 0:34:03 time: 0.1837 data_time: 0.0050 loss: 1.5126 2023/03/25 12:52:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:52:45 - mmengine - INFO - Saving checkpoint at 108 epochs 2023/03/25 12:52:53 - mmengine - INFO - Epoch(val) [108][100/196] eta: 0:00:06 time: 0.0606 data_time: 0.0191 2023/03/25 12:53:21 - mmengine - INFO - Epoch(val) [108][196/196] accuracy/top1: 68.9220 accuracy/top5: 88.7160data_time: 0.0681 time: 0.1015 2023/03/25 12:53:41 - mmengine - INFO - Epoch(train) [109][ 100/5005] lr: 5.0773e-03 eta: 2 days, 0:33:46 time: 0.1843 data_time: 0.0041 loss: 1.3779 2023/03/25 12:54:00 - mmengine - INFO - Epoch(train) [109][ 200/5005] lr: 5.0773e-03 eta: 2 days, 0:33:29 time: 0.1837 data_time: 0.0040 loss: 1.3290 2023/03/25 12:54:19 - mmengine - INFO - Epoch(train) [109][ 300/5005] lr: 5.0773e-03 eta: 2 days, 0:33:12 time: 0.1828 data_time: 0.0040 loss: 1.4245 2023/03/25 12:54:38 - mmengine - INFO - Epoch(train) [109][ 400/5005] lr: 5.0773e-03 eta: 2 days, 0:32:54 time: 0.1835 data_time: 0.0040 loss: 1.5601 2023/03/25 12:54:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:54:56 - mmengine - INFO - Epoch(train) [109][ 500/5005] lr: 5.0773e-03 eta: 2 days, 0:32:36 time: 0.1843 data_time: 0.0041 loss: 1.5839 2023/03/25 12:55:15 - mmengine - INFO - Epoch(train) [109][ 600/5005] lr: 5.0773e-03 eta: 2 days, 0:32:18 time: 0.1849 data_time: 0.0041 loss: 1.4766 2023/03/25 12:55:33 - mmengine - INFO - Epoch(train) [109][ 700/5005] lr: 5.0773e-03 eta: 2 days, 0:32:00 time: 0.1843 data_time: 0.0040 loss: 1.4703 2023/03/25 12:55:52 - mmengine - INFO - Epoch(train) [109][ 800/5005] lr: 5.0773e-03 eta: 2 days, 0:31:43 time: 0.2002 data_time: 0.0043 loss: 1.5133 2023/03/25 12:56:11 - mmengine - INFO - Epoch(train) [109][ 900/5005] lr: 5.0773e-03 eta: 2 days, 0:31:26 time: 0.1854 data_time: 0.0041 loss: 1.3266 2023/03/25 12:56:30 - mmengine - INFO - Epoch(train) [109][1000/5005] lr: 5.0773e-03 eta: 2 days, 0:31:08 time: 0.1839 data_time: 0.0041 loss: 1.2707 2023/03/25 12:56:49 - mmengine - INFO - Epoch(train) [109][1100/5005] lr: 5.0773e-03 eta: 2 days, 0:30:51 time: 0.1838 data_time: 0.0041 loss: 1.4104 2023/03/25 12:57:07 - mmengine - INFO - Epoch(train) [109][1200/5005] lr: 5.0773e-03 eta: 2 days, 0:30:33 time: 0.1831 data_time: 0.0041 loss: 1.2350 2023/03/25 12:57:26 - mmengine - INFO - Epoch(train) [109][1300/5005] lr: 5.0773e-03 eta: 2 days, 0:30:16 time: 0.1829 data_time: 0.0043 loss: 1.2881 2023/03/25 12:57:45 - mmengine - INFO - Epoch(train) [109][1400/5005] lr: 5.0773e-03 eta: 2 days, 0:29:58 time: 0.1844 data_time: 0.0043 loss: 1.4449 2023/03/25 12:57:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 12:58:04 - mmengine - INFO - Epoch(train) [109][1500/5005] lr: 5.0773e-03 eta: 2 days, 0:29:40 time: 0.1839 data_time: 0.0040 loss: 1.4196 2023/03/25 12:58:23 - mmengine - INFO - Epoch(train) [109][1600/5005] lr: 5.0773e-03 eta: 2 days, 0:29:23 time: 0.1851 data_time: 0.0041 loss: 1.4088 2023/03/25 12:58:41 - mmengine - INFO - Epoch(train) [109][1700/5005] lr: 5.0773e-03 eta: 2 days, 0:29:05 time: 0.1850 data_time: 0.0040 loss: 1.2839 2023/03/25 12:59:00 - mmengine - INFO - Epoch(train) [109][1800/5005] lr: 5.0773e-03 eta: 2 days, 0:28:47 time: 0.1845 data_time: 0.0041 loss: 1.6027 2023/03/25 12:59:19 - mmengine - INFO - Epoch(train) [109][1900/5005] lr: 5.0773e-03 eta: 2 days, 0:28:30 time: 0.1830 data_time: 0.0042 loss: 1.2980 2023/03/25 12:59:38 - mmengine - INFO - Epoch(train) [109][2000/5005] lr: 5.0773e-03 eta: 2 days, 0:28:13 time: 0.1839 data_time: 0.0041 loss: 1.4199 2023/03/25 12:59:57 - mmengine - INFO - Epoch(train) [109][2100/5005] lr: 5.0773e-03 eta: 2 days, 0:27:55 time: 0.1842 data_time: 0.0040 loss: 1.4944 2023/03/25 13:00:16 - mmengine - INFO - Epoch(train) [109][2200/5005] lr: 5.0773e-03 eta: 2 days, 0:27:38 time: 0.2023 data_time: 0.0041 loss: 1.5442 2023/03/25 13:00:35 - mmengine - INFO - Epoch(train) [109][2300/5005] lr: 5.0773e-03 eta: 2 days, 0:27:21 time: 0.1989 data_time: 0.0041 loss: 1.4891 2023/03/25 13:00:53 - mmengine - INFO - Epoch(train) [109][2400/5005] lr: 5.0773e-03 eta: 2 days, 0:27:03 time: 0.1823 data_time: 0.0040 loss: 1.5380 2023/03/25 13:01:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:01:12 - mmengine - INFO - Epoch(train) [109][2500/5005] lr: 5.0773e-03 eta: 2 days, 0:26:45 time: 0.1849 data_time: 0.0041 loss: 1.5787 2023/03/25 13:01:31 - mmengine - INFO - Epoch(train) [109][2600/5005] lr: 5.0773e-03 eta: 2 days, 0:26:27 time: 0.1840 data_time: 0.0041 loss: 1.3987 2023/03/25 13:01:49 - mmengine - INFO - Epoch(train) [109][2700/5005] lr: 5.0773e-03 eta: 2 days, 0:26:10 time: 0.1847 data_time: 0.0041 loss: 1.5712 2023/03/25 13:02:08 - mmengine - INFO - Epoch(train) [109][2800/5005] lr: 5.0773e-03 eta: 2 days, 0:25:52 time: 0.1829 data_time: 0.0040 loss: 1.5063 2023/03/25 13:02:27 - mmengine - INFO - Epoch(train) [109][2900/5005] lr: 5.0773e-03 eta: 2 days, 0:25:34 time: 0.1839 data_time: 0.0040 loss: 1.6279 2023/03/25 13:02:46 - mmengine - INFO - Epoch(train) [109][3000/5005] lr: 5.0773e-03 eta: 2 days, 0:25:17 time: 0.1862 data_time: 0.0044 loss: 1.2795 2023/03/25 13:03:05 - mmengine - INFO - Epoch(train) [109][3100/5005] lr: 5.0773e-03 eta: 2 days, 0:25:00 time: 0.1839 data_time: 0.0043 loss: 1.3199 2023/03/25 13:03:24 - mmengine - INFO - Epoch(train) [109][3200/5005] lr: 5.0773e-03 eta: 2 days, 0:24:43 time: 0.1816 data_time: 0.0041 loss: 1.4163 2023/03/25 13:03:42 - mmengine - INFO - Epoch(train) [109][3300/5005] lr: 5.0773e-03 eta: 2 days, 0:24:25 time: 0.1838 data_time: 0.0041 loss: 1.3475 2023/03/25 13:04:01 - mmengine - INFO - Epoch(train) [109][3400/5005] lr: 5.0773e-03 eta: 2 days, 0:24:07 time: 0.1847 data_time: 0.0041 loss: 1.5895 2023/03/25 13:04:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:04:20 - mmengine - INFO - Epoch(train) [109][3500/5005] lr: 5.0773e-03 eta: 2 days, 0:23:50 time: 0.1832 data_time: 0.0041 loss: 1.3918 2023/03/25 13:04:39 - mmengine - INFO - Epoch(train) [109][3600/5005] lr: 5.0773e-03 eta: 2 days, 0:23:32 time: 0.1860 data_time: 0.0041 loss: 1.4261 2023/03/25 13:04:57 - mmengine - INFO - Epoch(train) [109][3700/5005] lr: 5.0773e-03 eta: 2 days, 0:23:15 time: 0.1985 data_time: 0.0040 loss: 1.1640 2023/03/25 13:05:16 - mmengine - INFO - Epoch(train) [109][3800/5005] lr: 5.0773e-03 eta: 2 days, 0:22:57 time: 0.1838 data_time: 0.0041 loss: 1.3673 2023/03/25 13:05:35 - mmengine - INFO - Epoch(train) [109][3900/5005] lr: 5.0773e-03 eta: 2 days, 0:22:40 time: 0.2041 data_time: 0.0040 loss: 1.4406 2023/03/25 13:05:54 - mmengine - INFO - Epoch(train) [109][4000/5005] lr: 5.0773e-03 eta: 2 days, 0:22:23 time: 0.1849 data_time: 0.0040 loss: 1.3784 2023/03/25 13:06:13 - mmengine - INFO - Epoch(train) [109][4100/5005] lr: 5.0773e-03 eta: 2 days, 0:22:05 time: 0.1858 data_time: 0.0041 loss: 1.4309 2023/03/25 13:06:32 - mmengine - INFO - Epoch(train) [109][4200/5005] lr: 5.0773e-03 eta: 2 days, 0:21:48 time: 0.1845 data_time: 0.0041 loss: 1.2959 2023/03/25 13:06:51 - mmengine - INFO - Epoch(train) [109][4300/5005] lr: 5.0773e-03 eta: 2 days, 0:21:30 time: 0.1850 data_time: 0.0041 loss: 1.4057 2023/03/25 13:07:09 - mmengine - INFO - Epoch(train) [109][4400/5005] lr: 5.0773e-03 eta: 2 days, 0:21:12 time: 0.1840 data_time: 0.0041 loss: 1.4453 2023/03/25 13:07:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:07:28 - mmengine - INFO - Epoch(train) [109][4500/5005] lr: 5.0773e-03 eta: 2 days, 0:20:55 time: 0.1843 data_time: 0.0041 loss: 1.3018 2023/03/25 13:07:47 - mmengine - INFO - Epoch(train) [109][4600/5005] lr: 5.0773e-03 eta: 2 days, 0:20:37 time: 0.1839 data_time: 0.0041 loss: 1.5126 2023/03/25 13:08:05 - mmengine - INFO - Epoch(train) [109][4700/5005] lr: 5.0773e-03 eta: 2 days, 0:20:19 time: 0.1842 data_time: 0.0042 loss: 1.3356 2023/03/25 13:08:24 - mmengine - INFO - Epoch(train) [109][4800/5005] lr: 5.0773e-03 eta: 2 days, 0:20:02 time: 0.1848 data_time: 0.0040 loss: 1.5212 2023/03/25 13:08:44 - mmengine - INFO - Epoch(train) [109][4900/5005] lr: 5.0773e-03 eta: 2 days, 0:19:45 time: 0.2004 data_time: 0.0040 loss: 1.5251 2023/03/25 13:09:02 - mmengine - INFO - Epoch(train) [109][5000/5005] lr: 5.0773e-03 eta: 2 days, 0:19:27 time: 0.1798 data_time: 0.0048 loss: 1.3285 2023/03/25 13:09:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:09:04 - mmengine - INFO - Saving checkpoint at 109 epochs 2023/03/25 13:09:11 - mmengine - INFO - Epoch(val) [109][100/196] eta: 0:00:06 time: 0.0598 data_time: 0.0194 2023/03/25 13:09:40 - mmengine - INFO - Epoch(val) [109][196/196] accuracy/top1: 69.0640 accuracy/top5: 88.6020data_time: 0.0668 time: 0.1023 2023/03/25 13:10:00 - mmengine - INFO - Epoch(train) [110][ 100/5005] lr: 4.9757e-03 eta: 2 days, 0:19:10 time: 0.1835 data_time: 0.0040 loss: 1.5103 2023/03/25 13:10:19 - mmengine - INFO - Epoch(train) [110][ 200/5005] lr: 4.9757e-03 eta: 2 days, 0:18:53 time: 0.2136 data_time: 0.0041 loss: 1.5019 2023/03/25 13:10:38 - mmengine - INFO - Epoch(train) [110][ 300/5005] lr: 4.9757e-03 eta: 2 days, 0:18:36 time: 0.1841 data_time: 0.0041 loss: 1.4601 2023/03/25 13:10:56 - mmengine - INFO - Epoch(train) [110][ 400/5005] lr: 4.9757e-03 eta: 2 days, 0:18:18 time: 0.1839 data_time: 0.0041 loss: 1.2736 2023/03/25 13:11:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:11:15 - mmengine - INFO - Epoch(train) [110][ 500/5005] lr: 4.9757e-03 eta: 2 days, 0:18:00 time: 0.1814 data_time: 0.0040 loss: 1.3266 2023/03/25 13:11:33 - mmengine - INFO - Epoch(train) [110][ 600/5005] lr: 4.9757e-03 eta: 2 days, 0:17:42 time: 0.1828 data_time: 0.0040 loss: 1.5540 2023/03/25 13:11:52 - mmengine - INFO - Epoch(train) [110][ 700/5005] lr: 4.9757e-03 eta: 2 days, 0:17:24 time: 0.1841 data_time: 0.0043 loss: 1.4314 2023/03/25 13:12:10 - mmengine - INFO - Epoch(train) [110][ 800/5005] lr: 4.9757e-03 eta: 2 days, 0:17:06 time: 0.1820 data_time: 0.0041 loss: 1.3787 2023/03/25 13:12:30 - mmengine - INFO - Epoch(train) [110][ 900/5005] lr: 4.9757e-03 eta: 2 days, 0:16:49 time: 0.1832 data_time: 0.0041 loss: 1.3325 2023/03/25 13:12:49 - mmengine - INFO - Epoch(train) [110][1000/5005] lr: 4.9757e-03 eta: 2 days, 0:16:32 time: 0.1832 data_time: 0.0041 loss: 1.3421 2023/03/25 13:13:07 - mmengine - INFO - Epoch(train) [110][1100/5005] lr: 4.9757e-03 eta: 2 days, 0:16:14 time: 0.1842 data_time: 0.0041 loss: 1.2751 2023/03/25 13:13:26 - mmengine - INFO - Epoch(train) [110][1200/5005] lr: 4.9757e-03 eta: 2 days, 0:15:57 time: 0.1928 data_time: 0.0041 loss: 1.2327 2023/03/25 13:13:45 - mmengine - INFO - Epoch(train) [110][1300/5005] lr: 4.9757e-03 eta: 2 days, 0:15:39 time: 0.1837 data_time: 0.0041 loss: 1.3777 2023/03/25 13:14:04 - mmengine - INFO - Epoch(train) [110][1400/5005] lr: 4.9757e-03 eta: 2 days, 0:15:21 time: 0.1848 data_time: 0.0042 loss: 1.3855 2023/03/25 13:14:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:14:22 - mmengine - INFO - Epoch(train) [110][1500/5005] lr: 4.9757e-03 eta: 2 days, 0:15:03 time: 0.1822 data_time: 0.0040 loss: 1.4338 2023/03/25 13:14:41 - mmengine - INFO - Epoch(train) [110][1600/5005] lr: 4.9757e-03 eta: 2 days, 0:14:46 time: 0.1960 data_time: 0.0040 loss: 1.3407 2023/03/25 13:15:00 - mmengine - INFO - Epoch(train) [110][1700/5005] lr: 4.9757e-03 eta: 2 days, 0:14:28 time: 0.1840 data_time: 0.0041 loss: 1.3273 2023/03/25 13:15:18 - mmengine - INFO - Epoch(train) [110][1800/5005] lr: 4.9757e-03 eta: 2 days, 0:14:10 time: 0.1833 data_time: 0.0041 loss: 1.5725 2023/03/25 13:15:37 - mmengine - INFO - Epoch(train) [110][1900/5005] lr: 4.9757e-03 eta: 2 days, 0:13:53 time: 0.1841 data_time: 0.0041 loss: 1.3454 2023/03/25 13:15:56 - mmengine - INFO - Epoch(train) [110][2000/5005] lr: 4.9757e-03 eta: 2 days, 0:13:35 time: 0.1848 data_time: 0.0041 loss: 1.4728 2023/03/25 13:16:15 - mmengine - INFO - Epoch(train) [110][2100/5005] lr: 4.9757e-03 eta: 2 days, 0:13:17 time: 0.1978 data_time: 0.0040 loss: 1.6440 2023/03/25 13:16:34 - mmengine - INFO - Epoch(train) [110][2200/5005] lr: 4.9757e-03 eta: 2 days, 0:13:00 time: 0.1838 data_time: 0.0040 loss: 1.2265 2023/03/25 13:16:52 - mmengine - INFO - Epoch(train) [110][2300/5005] lr: 4.9757e-03 eta: 2 days, 0:12:43 time: 0.1838 data_time: 0.0041 loss: 1.6696 2023/03/25 13:17:11 - mmengine - INFO - Epoch(train) [110][2400/5005] lr: 4.9757e-03 eta: 2 days, 0:12:25 time: 0.1839 data_time: 0.0039 loss: 1.5097 2023/03/25 13:17:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:17:30 - mmengine - INFO - Epoch(train) [110][2500/5005] lr: 4.9757e-03 eta: 2 days, 0:12:07 time: 0.1841 data_time: 0.0040 loss: 1.4251 2023/03/25 13:17:48 - mmengine - INFO - Epoch(train) [110][2600/5005] lr: 4.9757e-03 eta: 2 days, 0:11:49 time: 0.1816 data_time: 0.0040 loss: 1.5048 2023/03/25 13:18:07 - mmengine - INFO - Epoch(train) [110][2700/5005] lr: 4.9757e-03 eta: 2 days, 0:11:31 time: 0.1864 data_time: 0.0041 loss: 1.3595 2023/03/25 13:18:26 - mmengine - INFO - Epoch(train) [110][2800/5005] lr: 4.9757e-03 eta: 2 days, 0:11:14 time: 0.1854 data_time: 0.0041 loss: 1.4382 2023/03/25 13:18:45 - mmengine - INFO - Epoch(train) [110][2900/5005] lr: 4.9757e-03 eta: 2 days, 0:10:56 time: 0.1978 data_time: 0.0040 loss: 1.3735 2023/03/25 13:19:03 - mmengine - INFO - Epoch(train) [110][3000/5005] lr: 4.9757e-03 eta: 2 days, 0:10:39 time: 0.1841 data_time: 0.0040 loss: 1.0631 2023/03/25 13:19:22 - mmengine - INFO - Epoch(train) [110][3100/5005] lr: 4.9757e-03 eta: 2 days, 0:10:21 time: 0.1838 data_time: 0.0041 loss: 1.5544 2023/03/25 13:19:41 - mmengine - INFO - Epoch(train) [110][3200/5005] lr: 4.9757e-03 eta: 2 days, 0:10:04 time: 0.2099 data_time: 0.0041 loss: 1.3345 2023/03/25 13:20:00 - mmengine - INFO - Epoch(train) [110][3300/5005] lr: 4.9757e-03 eta: 2 days, 0:09:46 time: 0.1810 data_time: 0.0041 loss: 1.5820 2023/03/25 13:20:18 - mmengine - INFO - Epoch(train) [110][3400/5005] lr: 4.9757e-03 eta: 2 days, 0:09:28 time: 0.1860 data_time: 0.0041 loss: 1.3661 2023/03/25 13:20:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:20:37 - mmengine - INFO - Epoch(train) [110][3500/5005] lr: 4.9757e-03 eta: 2 days, 0:09:11 time: 0.1846 data_time: 0.0040 loss: 1.4610 2023/03/25 13:20:56 - mmengine - INFO - Epoch(train) [110][3600/5005] lr: 4.9757e-03 eta: 2 days, 0:08:53 time: 0.1847 data_time: 0.0041 loss: 1.2494 2023/03/25 13:21:14 - mmengine - INFO - Epoch(train) [110][3700/5005] lr: 4.9757e-03 eta: 2 days, 0:08:35 time: 0.1861 data_time: 0.0040 loss: 1.5372 2023/03/25 13:21:34 - mmengine - INFO - Epoch(train) [110][3800/5005] lr: 4.9757e-03 eta: 2 days, 0:08:18 time: 0.1839 data_time: 0.0040 loss: 1.2371 2023/03/25 13:21:52 - mmengine - INFO - Epoch(train) [110][3900/5005] lr: 4.9757e-03 eta: 2 days, 0:08:00 time: 0.1831 data_time: 0.0041 loss: 1.4070 2023/03/25 13:22:11 - mmengine - INFO - Epoch(train) [110][4000/5005] lr: 4.9757e-03 eta: 2 days, 0:07:43 time: 0.1821 data_time: 0.0040 loss: 1.4233 2023/03/25 13:22:29 - mmengine - INFO - Epoch(train) [110][4100/5005] lr: 4.9757e-03 eta: 2 days, 0:07:25 time: 0.1825 data_time: 0.0041 loss: 1.4659 2023/03/25 13:22:48 - mmengine - INFO - Epoch(train) [110][4200/5005] lr: 4.9757e-03 eta: 2 days, 0:07:07 time: 0.1835 data_time: 0.0041 loss: 1.4226 2023/03/25 13:23:07 - mmengine - INFO - Epoch(train) [110][4300/5005] lr: 4.9757e-03 eta: 2 days, 0:06:50 time: 0.1850 data_time: 0.0040 loss: 1.5293 2023/03/25 13:23:26 - mmengine - INFO - Epoch(train) [110][4400/5005] lr: 4.9757e-03 eta: 2 days, 0:06:32 time: 0.1840 data_time: 0.0040 loss: 1.5875 2023/03/25 13:23:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:23:45 - mmengine - INFO - Epoch(train) [110][4500/5005] lr: 4.9757e-03 eta: 2 days, 0:06:15 time: 0.1829 data_time: 0.0040 loss: 1.3656 2023/03/25 13:24:03 - mmengine - INFO - Epoch(train) [110][4600/5005] lr: 4.9757e-03 eta: 2 days, 0:05:57 time: 0.1970 data_time: 0.0040 loss: 1.3707 2023/03/25 13:24:22 - mmengine - INFO - Epoch(train) [110][4700/5005] lr: 4.9757e-03 eta: 2 days, 0:05:39 time: 0.1845 data_time: 0.0040 loss: 1.5060 2023/03/25 13:24:41 - mmengine - INFO - Epoch(train) [110][4800/5005] lr: 4.9757e-03 eta: 2 days, 0:05:22 time: 0.1823 data_time: 0.0041 loss: 1.4789 2023/03/25 13:25:00 - mmengine - INFO - Epoch(train) [110][4900/5005] lr: 4.9757e-03 eta: 2 days, 0:05:04 time: 0.1835 data_time: 0.0042 loss: 1.3397 2023/03/25 13:25:19 - mmengine - INFO - Epoch(train) [110][5000/5005] lr: 4.9757e-03 eta: 2 days, 0:04:46 time: 0.1824 data_time: 0.0047 loss: 1.7028 2023/03/25 13:25:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:25:20 - mmengine - INFO - Saving checkpoint at 110 epochs 2023/03/25 13:25:28 - mmengine - INFO - Epoch(val) [110][100/196] eta: 0:00:06 time: 0.0610 data_time: 0.0227 2023/03/25 13:25:56 - mmengine - INFO - Epoch(val) [110][196/196] accuracy/top1: 69.1740 accuracy/top5: 88.7920data_time: 0.0689 time: 0.1034 2023/03/25 13:26:17 - mmengine - INFO - Epoch(train) [111][ 100/5005] lr: 4.8762e-03 eta: 2 days, 0:04:30 time: 0.2061 data_time: 0.0041 loss: 1.3471 2023/03/25 13:26:35 - mmengine - INFO - Epoch(train) [111][ 200/5005] lr: 4.8762e-03 eta: 2 days, 0:04:13 time: 0.1827 data_time: 0.0040 loss: 1.3073 2023/03/25 13:26:54 - mmengine - INFO - Epoch(train) [111][ 300/5005] lr: 4.8762e-03 eta: 2 days, 0:03:55 time: 0.1801 data_time: 0.0042 loss: 1.3667 2023/03/25 13:27:13 - mmengine - INFO - Epoch(train) [111][ 400/5005] lr: 4.8762e-03 eta: 2 days, 0:03:37 time: 0.1851 data_time: 0.0041 loss: 1.3117 2023/03/25 13:27:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:27:31 - mmengine - INFO - Epoch(train) [111][ 500/5005] lr: 4.8762e-03 eta: 2 days, 0:03:19 time: 0.1847 data_time: 0.0041 loss: 1.5960 2023/03/25 13:27:50 - mmengine - INFO - Epoch(train) [111][ 600/5005] lr: 4.8762e-03 eta: 2 days, 0:03:01 time: 0.1842 data_time: 0.0041 loss: 1.4804 2023/03/25 13:28:08 - mmengine - INFO - Epoch(train) [111][ 700/5005] lr: 4.8762e-03 eta: 2 days, 0:02:43 time: 0.1829 data_time: 0.0041 loss: 1.4813 2023/03/25 13:28:28 - mmengine - INFO - Epoch(train) [111][ 800/5005] lr: 4.8762e-03 eta: 2 days, 0:02:27 time: 0.1817 data_time: 0.0041 loss: 1.3751 2023/03/25 13:28:47 - mmengine - INFO - Epoch(train) [111][ 900/5005] lr: 4.8762e-03 eta: 2 days, 0:02:09 time: 0.1851 data_time: 0.0041 loss: 1.3823 2023/03/25 13:29:06 - mmengine - INFO - Epoch(train) [111][1000/5005] lr: 4.8762e-03 eta: 2 days, 0:01:52 time: 0.1850 data_time: 0.0041 loss: 1.4551 2023/03/25 13:29:24 - mmengine - INFO - Epoch(train) [111][1100/5005] lr: 4.8762e-03 eta: 2 days, 0:01:34 time: 0.1850 data_time: 0.0041 loss: 1.4392 2023/03/25 13:29:43 - mmengine - INFO - Epoch(train) [111][1200/5005] lr: 4.8762e-03 eta: 2 days, 0:01:17 time: 0.1844 data_time: 0.0041 loss: 1.4302 2023/03/25 13:30:02 - mmengine - INFO - Epoch(train) [111][1300/5005] lr: 4.8762e-03 eta: 2 days, 0:00:59 time: 0.1840 data_time: 0.0041 loss: 1.5916 2023/03/25 13:30:21 - mmengine - INFO - Epoch(train) [111][1400/5005] lr: 4.8762e-03 eta: 2 days, 0:00:41 time: 0.1844 data_time: 0.0042 loss: 1.5260 2023/03/25 13:30:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:30:40 - mmengine - INFO - Epoch(train) [111][1500/5005] lr: 4.8762e-03 eta: 2 days, 0:00:24 time: 0.1855 data_time: 0.0042 loss: 1.3561 2023/03/25 13:30:58 - mmengine - INFO - Epoch(train) [111][1600/5005] lr: 4.8762e-03 eta: 2 days, 0:00:06 time: 0.1855 data_time: 0.0042 loss: 1.2495 2023/03/25 13:31:17 - mmengine - INFO - Epoch(train) [111][1700/5005] lr: 4.8762e-03 eta: 1 day, 23:59:49 time: 0.1839 data_time: 0.0042 loss: 1.4684 2023/03/25 13:31:36 - mmengine - INFO - Epoch(train) [111][1800/5005] lr: 4.8762e-03 eta: 1 day, 23:59:32 time: 0.1855 data_time: 0.0041 loss: 1.3695 2023/03/25 13:31:55 - mmengine - INFO - Epoch(train) [111][1900/5005] lr: 4.8762e-03 eta: 1 day, 23:59:14 time: 0.1836 data_time: 0.0041 loss: 1.5808 2023/03/25 13:32:14 - mmengine - INFO - Epoch(train) [111][2000/5005] lr: 4.8762e-03 eta: 1 day, 23:58:57 time: 0.1862 data_time: 0.0041 loss: 1.5466 2023/03/25 13:32:33 - mmengine - INFO - Epoch(train) [111][2100/5005] lr: 4.8762e-03 eta: 1 day, 23:58:39 time: 0.1844 data_time: 0.0041 loss: 1.7346 2023/03/25 13:32:52 - mmengine - INFO - Epoch(train) [111][2200/5005] lr: 4.8762e-03 eta: 1 day, 23:58:22 time: 0.1848 data_time: 0.0042 loss: 1.4577 2023/03/25 13:33:10 - mmengine - INFO - Epoch(train) [111][2300/5005] lr: 4.8762e-03 eta: 1 day, 23:58:04 time: 0.1849 data_time: 0.0041 loss: 1.2171 2023/03/25 13:33:29 - mmengine - INFO - Epoch(train) [111][2400/5005] lr: 4.8762e-03 eta: 1 day, 23:57:46 time: 0.1850 data_time: 0.0041 loss: 1.5349 2023/03/25 13:33:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:33:48 - mmengine - INFO - Epoch(train) [111][2500/5005] lr: 4.8762e-03 eta: 1 day, 23:57:29 time: 0.1813 data_time: 0.0041 loss: 1.4953 2023/03/25 13:34:06 - mmengine - INFO - Epoch(train) [111][2600/5005] lr: 4.8762e-03 eta: 1 day, 23:57:11 time: 0.1842 data_time: 0.0041 loss: 1.3148 2023/03/25 13:34:25 - mmengine - INFO - Epoch(train) [111][2700/5005] lr: 4.8762e-03 eta: 1 day, 23:56:53 time: 0.1852 data_time: 0.0041 loss: 1.6435 2023/03/25 13:34:45 - mmengine - INFO - Epoch(train) [111][2800/5005] lr: 4.8762e-03 eta: 1 day, 23:56:37 time: 0.1835 data_time: 0.0041 loss: 1.4382 2023/03/25 13:35:04 - mmengine - INFO - Epoch(train) [111][2900/5005] lr: 4.8762e-03 eta: 1 day, 23:56:19 time: 0.1834 data_time: 0.0041 loss: 1.6587 2023/03/25 13:35:22 - mmengine - INFO - Epoch(train) [111][3000/5005] lr: 4.8762e-03 eta: 1 day, 23:56:02 time: 0.1838 data_time: 0.0041 loss: 1.0980 2023/03/25 13:35:41 - mmengine - INFO - Epoch(train) [111][3100/5005] lr: 4.8762e-03 eta: 1 day, 23:55:44 time: 0.1857 data_time: 0.0044 loss: 1.3381 2023/03/25 13:36:00 - mmengine - INFO - Epoch(train) [111][3200/5005] lr: 4.8762e-03 eta: 1 day, 23:55:26 time: 0.2034 data_time: 0.0041 loss: 1.3958 2023/03/25 13:36:19 - mmengine - INFO - Epoch(train) [111][3300/5005] lr: 4.8762e-03 eta: 1 day, 23:55:09 time: 0.1854 data_time: 0.0041 loss: 1.4116 2023/03/25 13:36:37 - mmengine - INFO - Epoch(train) [111][3400/5005] lr: 4.8762e-03 eta: 1 day, 23:54:51 time: 0.1847 data_time: 0.0041 loss: 1.4675 2023/03/25 13:36:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:36:56 - mmengine - INFO - Epoch(train) [111][3500/5005] lr: 4.8762e-03 eta: 1 day, 23:54:33 time: 0.1838 data_time: 0.0041 loss: 1.3153 2023/03/25 13:37:15 - mmengine - INFO - Epoch(train) [111][3600/5005] lr: 4.8762e-03 eta: 1 day, 23:54:16 time: 0.1833 data_time: 0.0041 loss: 1.4676 2023/03/25 13:37:34 - mmengine - INFO - Epoch(train) [111][3700/5005] lr: 4.8762e-03 eta: 1 day, 23:53:59 time: 0.1849 data_time: 0.0040 loss: 1.6227 2023/03/25 13:37:53 - mmengine - INFO - Epoch(train) [111][3800/5005] lr: 4.8762e-03 eta: 1 day, 23:53:42 time: 0.1842 data_time: 0.0040 loss: 1.3661 2023/03/25 13:38:12 - mmengine - INFO - Epoch(train) [111][3900/5005] lr: 4.8762e-03 eta: 1 day, 23:53:24 time: 0.1851 data_time: 0.0042 loss: 1.4395 2023/03/25 13:38:30 - mmengine - INFO - Epoch(train) [111][4000/5005] lr: 4.8762e-03 eta: 1 day, 23:53:06 time: 0.1842 data_time: 0.0041 loss: 1.4863 2023/03/25 13:38:49 - mmengine - INFO - Epoch(train) [111][4100/5005] lr: 4.8762e-03 eta: 1 day, 23:52:48 time: 0.1822 data_time: 0.0042 loss: 1.4814 2023/03/25 13:39:08 - mmengine - INFO - Epoch(train) [111][4200/5005] lr: 4.8762e-03 eta: 1 day, 23:52:31 time: 0.2097 data_time: 0.0041 loss: 1.7861 2023/03/25 13:39:27 - mmengine - INFO - Epoch(train) [111][4300/5005] lr: 4.8762e-03 eta: 1 day, 23:52:13 time: 0.2006 data_time: 0.0041 loss: 1.4664 2023/03/25 13:39:45 - mmengine - INFO - Epoch(train) [111][4400/5005] lr: 4.8762e-03 eta: 1 day, 23:51:55 time: 0.1850 data_time: 0.0042 loss: 1.2904 2023/03/25 13:39:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:40:04 - mmengine - INFO - Epoch(train) [111][4500/5005] lr: 4.8762e-03 eta: 1 day, 23:51:38 time: 0.1848 data_time: 0.0042 loss: 1.3918 2023/03/25 13:40:23 - mmengine - INFO - Epoch(train) [111][4600/5005] lr: 4.8762e-03 eta: 1 day, 23:51:20 time: 0.1836 data_time: 0.0040 loss: 1.2393 2023/03/25 13:40:42 - mmengine - INFO - Epoch(train) [111][4700/5005] lr: 4.8762e-03 eta: 1 day, 23:51:03 time: 0.1818 data_time: 0.0041 loss: 1.5284 2023/03/25 13:41:01 - mmengine - INFO - Epoch(train) [111][4800/5005] lr: 4.8762e-03 eta: 1 day, 23:50:46 time: 0.1859 data_time: 0.0042 loss: 1.6192 2023/03/25 13:41:20 - mmengine - INFO - Epoch(train) [111][4900/5005] lr: 4.8762e-03 eta: 1 day, 23:50:28 time: 0.1847 data_time: 0.0040 loss: 1.5446 2023/03/25 13:41:38 - mmengine - INFO - Epoch(train) [111][5000/5005] lr: 4.8762e-03 eta: 1 day, 23:50:10 time: 0.1839 data_time: 0.0049 loss: 1.6567 2023/03/25 13:41:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:41:40 - mmengine - INFO - Saving checkpoint at 111 epochs 2023/03/25 13:41:48 - mmengine - INFO - Epoch(val) [111][100/196] eta: 0:00:06 time: 0.0609 data_time: 0.0204 2023/03/25 13:42:17 - mmengine - INFO - Epoch(val) [111][196/196] accuracy/top1: 68.9360 accuracy/top5: 88.6180data_time: 0.0678 time: 0.1007 2023/03/25 13:42:37 - mmengine - INFO - Epoch(train) [112][ 100/5005] lr: 4.7787e-03 eta: 1 day, 23:49:54 time: 0.1833 data_time: 0.0045 loss: 1.4125 2023/03/25 13:42:55 - mmengine - INFO - Epoch(train) [112][ 200/5005] lr: 4.7787e-03 eta: 1 day, 23:49:36 time: 0.1809 data_time: 0.0041 loss: 1.3562 2023/03/25 13:43:15 - mmengine - INFO - Epoch(train) [112][ 300/5005] lr: 4.7787e-03 eta: 1 day, 23:49:19 time: 0.1839 data_time: 0.0041 loss: 1.4858 2023/03/25 13:43:33 - mmengine - INFO - Epoch(train) [112][ 400/5005] lr: 4.7787e-03 eta: 1 day, 23:49:01 time: 0.1845 data_time: 0.0041 loss: 1.3949 2023/03/25 13:43:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:43:52 - mmengine - INFO - Epoch(train) [112][ 500/5005] lr: 4.7787e-03 eta: 1 day, 23:48:43 time: 0.1845 data_time: 0.0041 loss: 1.3787 2023/03/25 13:44:11 - mmengine - INFO - Epoch(train) [112][ 600/5005] lr: 4.7787e-03 eta: 1 day, 23:48:26 time: 0.1847 data_time: 0.0041 loss: 1.2994 2023/03/25 13:44:30 - mmengine - INFO - Epoch(train) [112][ 700/5005] lr: 4.7787e-03 eta: 1 day, 23:48:09 time: 0.2147 data_time: 0.0041 loss: 1.4480 2023/03/25 13:44:49 - mmengine - INFO - Epoch(train) [112][ 800/5005] lr: 4.7787e-03 eta: 1 day, 23:47:51 time: 0.1859 data_time: 0.0041 loss: 1.6851 2023/03/25 13:45:07 - mmengine - INFO - Epoch(train) [112][ 900/5005] lr: 4.7787e-03 eta: 1 day, 23:47:33 time: 0.1843 data_time: 0.0041 loss: 1.3181 2023/03/25 13:45:26 - mmengine - INFO - Epoch(train) [112][1000/5005] lr: 4.7787e-03 eta: 1 day, 23:47:15 time: 0.1849 data_time: 0.0041 loss: 1.3977 2023/03/25 13:45:45 - mmengine - INFO - Epoch(train) [112][1100/5005] lr: 4.7787e-03 eta: 1 day, 23:46:58 time: 0.1823 data_time: 0.0041 loss: 1.5115 2023/03/25 13:46:03 - mmengine - INFO - Epoch(train) [112][1200/5005] lr: 4.7787e-03 eta: 1 day, 23:46:40 time: 0.1841 data_time: 0.0041 loss: 1.3075 2023/03/25 13:46:22 - mmengine - INFO - Epoch(train) [112][1300/5005] lr: 4.7787e-03 eta: 1 day, 23:46:23 time: 0.1850 data_time: 0.0041 loss: 1.4501 2023/03/25 13:46:41 - mmengine - INFO - Epoch(train) [112][1400/5005] lr: 4.7787e-03 eta: 1 day, 23:46:05 time: 0.1839 data_time: 0.0041 loss: 1.4502 2023/03/25 13:46:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:47:00 - mmengine - INFO - Epoch(train) [112][1500/5005] lr: 4.7787e-03 eta: 1 day, 23:45:47 time: 0.1843 data_time: 0.0042 loss: 1.5092 2023/03/25 13:47:19 - mmengine - INFO - Epoch(train) [112][1600/5005] lr: 4.7787e-03 eta: 1 day, 23:45:30 time: 0.1836 data_time: 0.0044 loss: 1.5648 2023/03/25 13:47:38 - mmengine - INFO - Epoch(train) [112][1700/5005] lr: 4.7787e-03 eta: 1 day, 23:45:12 time: 0.1823 data_time: 0.0041 loss: 1.4368 2023/03/25 13:47:56 - mmengine - INFO - Epoch(train) [112][1800/5005] lr: 4.7787e-03 eta: 1 day, 23:44:55 time: 0.1815 data_time: 0.0041 loss: 1.3465 2023/03/25 13:48:15 - mmengine - INFO - Epoch(train) [112][1900/5005] lr: 4.7787e-03 eta: 1 day, 23:44:37 time: 0.1838 data_time: 0.0041 loss: 1.6191 2023/03/25 13:48:34 - mmengine - INFO - Epoch(train) [112][2000/5005] lr: 4.7787e-03 eta: 1 day, 23:44:19 time: 0.1848 data_time: 0.0041 loss: 1.4493 2023/03/25 13:48:53 - mmengine - INFO - Epoch(train) [112][2100/5005] lr: 4.7787e-03 eta: 1 day, 23:44:02 time: 0.1845 data_time: 0.0043 loss: 1.2498 2023/03/25 13:49:11 - mmengine - INFO - Epoch(train) [112][2200/5005] lr: 4.7787e-03 eta: 1 day, 23:43:44 time: 0.1841 data_time: 0.0041 loss: 1.4593 2023/03/25 13:49:30 - mmengine - INFO - Epoch(train) [112][2300/5005] lr: 4.7787e-03 eta: 1 day, 23:43:27 time: 0.1844 data_time: 0.0042 loss: 1.4162 2023/03/25 13:49:49 - mmengine - INFO - Epoch(train) [112][2400/5005] lr: 4.7787e-03 eta: 1 day, 23:43:09 time: 0.1842 data_time: 0.0042 loss: 1.3494 2023/03/25 13:49:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:50:08 - mmengine - INFO - Epoch(train) [112][2500/5005] lr: 4.7787e-03 eta: 1 day, 23:42:51 time: 0.1847 data_time: 0.0041 loss: 1.5176 2023/03/25 13:50:26 - mmengine - INFO - Epoch(train) [112][2600/5005] lr: 4.7787e-03 eta: 1 day, 23:42:33 time: 0.1858 data_time: 0.0042 loss: 1.6058 2023/03/25 13:50:46 - mmengine - INFO - Epoch(train) [112][2700/5005] lr: 4.7787e-03 eta: 1 day, 23:42:16 time: 0.2035 data_time: 0.0041 loss: 1.4937 2023/03/25 13:51:04 - mmengine - INFO - Epoch(train) [112][2800/5005] lr: 4.7787e-03 eta: 1 day, 23:41:59 time: 0.1847 data_time: 0.0043 loss: 1.3717 2023/03/25 13:51:23 - mmengine - INFO - Epoch(train) [112][2900/5005] lr: 4.7787e-03 eta: 1 day, 23:41:41 time: 0.1846 data_time: 0.0040 loss: 1.5073 2023/03/25 13:51:42 - mmengine - INFO - Epoch(train) [112][3000/5005] lr: 4.7787e-03 eta: 1 day, 23:41:23 time: 0.1852 data_time: 0.0041 loss: 1.4422 2023/03/25 13:52:00 - mmengine - INFO - Epoch(train) [112][3100/5005] lr: 4.7787e-03 eta: 1 day, 23:41:05 time: 0.1846 data_time: 0.0041 loss: 1.3330 2023/03/25 13:52:19 - mmengine - INFO - Epoch(train) [112][3200/5005] lr: 4.7787e-03 eta: 1 day, 23:40:47 time: 0.1847 data_time: 0.0041 loss: 1.5196 2023/03/25 13:52:38 - mmengine - INFO - Epoch(train) [112][3300/5005] lr: 4.7787e-03 eta: 1 day, 23:40:30 time: 0.1848 data_time: 0.0042 loss: 1.3782 2023/03/25 13:52:57 - mmengine - INFO - Epoch(train) [112][3400/5005] lr: 4.7787e-03 eta: 1 day, 23:40:13 time: 0.1856 data_time: 0.0042 loss: 1.5020 2023/03/25 13:53:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:53:16 - mmengine - INFO - Epoch(train) [112][3500/5005] lr: 4.7787e-03 eta: 1 day, 23:39:55 time: 0.1838 data_time: 0.0041 loss: 1.5510 2023/03/25 13:53:35 - mmengine - INFO - Epoch(train) [112][3600/5005] lr: 4.7787e-03 eta: 1 day, 23:39:38 time: 0.1848 data_time: 0.0041 loss: 1.3167 2023/03/25 13:53:54 - mmengine - INFO - Epoch(train) [112][3700/5005] lr: 4.7787e-03 eta: 1 day, 23:39:20 time: 0.1834 data_time: 0.0042 loss: 1.4899 2023/03/25 13:54:12 - mmengine - INFO - Epoch(train) [112][3800/5005] lr: 4.7787e-03 eta: 1 day, 23:39:03 time: 0.1850 data_time: 0.0041 loss: 1.2922 2023/03/25 13:54:31 - mmengine - INFO - Epoch(train) [112][3900/5005] lr: 4.7787e-03 eta: 1 day, 23:38:45 time: 0.1848 data_time: 0.0041 loss: 1.4084 2023/03/25 13:54:50 - mmengine - INFO - Epoch(train) [112][4000/5005] lr: 4.7787e-03 eta: 1 day, 23:38:27 time: 0.1845 data_time: 0.0041 loss: 1.4131 2023/03/25 13:55:08 - mmengine - INFO - Epoch(train) [112][4100/5005] lr: 4.7787e-03 eta: 1 day, 23:38:09 time: 0.1849 data_time: 0.0041 loss: 1.5310 2023/03/25 13:55:27 - mmengine - INFO - Epoch(train) [112][4200/5005] lr: 4.7787e-03 eta: 1 day, 23:37:52 time: 0.1926 data_time: 0.0040 loss: 1.2852 2023/03/25 13:55:46 - mmengine - INFO - Epoch(train) [112][4300/5005] lr: 4.7787e-03 eta: 1 day, 23:37:34 time: 0.1841 data_time: 0.0041 loss: 1.4248 2023/03/25 13:56:05 - mmengine - INFO - Epoch(train) [112][4400/5005] lr: 4.7787e-03 eta: 1 day, 23:37:17 time: 0.1838 data_time: 0.0042 loss: 1.3893 2023/03/25 13:56:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:56:24 - mmengine - INFO - Epoch(train) [112][4500/5005] lr: 4.7787e-03 eta: 1 day, 23:36:59 time: 0.1834 data_time: 0.0043 loss: 1.4729 2023/03/25 13:56:43 - mmengine - INFO - Epoch(train) [112][4600/5005] lr: 4.7787e-03 eta: 1 day, 23:36:42 time: 0.1843 data_time: 0.0040 loss: 1.4999 2023/03/25 13:57:02 - mmengine - INFO - Epoch(train) [112][4700/5005] lr: 4.7787e-03 eta: 1 day, 23:36:24 time: 0.1851 data_time: 0.0042 loss: 1.2344 2023/03/25 13:57:20 - mmengine - INFO - Epoch(train) [112][4800/5005] lr: 4.7787e-03 eta: 1 day, 23:36:07 time: 0.1842 data_time: 0.0041 loss: 1.5701 2023/03/25 13:57:39 - mmengine - INFO - Epoch(train) [112][4900/5005] lr: 4.7787e-03 eta: 1 day, 23:35:49 time: 0.1856 data_time: 0.0041 loss: 1.5336 2023/03/25 13:57:58 - mmengine - INFO - Epoch(train) [112][5000/5005] lr: 4.7787e-03 eta: 1 day, 23:35:31 time: 0.1834 data_time: 0.0049 loss: 1.2919 2023/03/25 13:57:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 13:57:59 - mmengine - INFO - Saving checkpoint at 112 epochs 2023/03/25 13:58:07 - mmengine - INFO - Epoch(val) [112][100/196] eta: 0:00:06 time: 0.0605 data_time: 0.0216 2023/03/25 13:58:36 - mmengine - INFO - Epoch(val) [112][196/196] accuracy/top1: 69.2420 accuracy/top5: 88.7700data_time: 0.0641 time: 0.1009 2023/03/25 13:58:56 - mmengine - INFO - Epoch(train) [113][ 100/5005] lr: 4.6831e-03 eta: 1 day, 23:35:14 time: 0.1837 data_time: 0.0041 loss: 1.3419 2023/03/25 13:59:15 - mmengine - INFO - Epoch(train) [113][ 200/5005] lr: 4.6831e-03 eta: 1 day, 23:34:57 time: 0.1827 data_time: 0.0041 loss: 1.2486 2023/03/25 13:59:34 - mmengine - INFO - Epoch(train) [113][ 300/5005] lr: 4.6831e-03 eta: 1 day, 23:34:39 time: 0.1823 data_time: 0.0043 loss: 1.4069 2023/03/25 13:59:52 - mmengine - INFO - Epoch(train) [113][ 400/5005] lr: 4.6831e-03 eta: 1 day, 23:34:22 time: 0.1835 data_time: 0.0041 loss: 1.3267 2023/03/25 14:00:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:00:11 - mmengine - INFO - Epoch(train) [113][ 500/5005] lr: 4.6831e-03 eta: 1 day, 23:34:04 time: 0.1841 data_time: 0.0042 loss: 1.2817 2023/03/25 14:00:30 - mmengine - INFO - Epoch(train) [113][ 600/5005] lr: 4.6831e-03 eta: 1 day, 23:33:47 time: 0.1873 data_time: 0.0042 loss: 1.4736 2023/03/25 14:00:49 - mmengine - INFO - Epoch(train) [113][ 700/5005] lr: 4.6831e-03 eta: 1 day, 23:33:29 time: 0.2076 data_time: 0.0041 loss: 1.4791 2023/03/25 14:01:08 - mmengine - INFO - Epoch(train) [113][ 800/5005] lr: 4.6831e-03 eta: 1 day, 23:33:11 time: 0.1839 data_time: 0.0042 loss: 1.4206 2023/03/25 14:01:26 - mmengine - INFO - Epoch(train) [113][ 900/5005] lr: 4.6831e-03 eta: 1 day, 23:32:53 time: 0.1836 data_time: 0.0043 loss: 1.5785 2023/03/25 14:01:45 - mmengine - INFO - Epoch(train) [113][1000/5005] lr: 4.6831e-03 eta: 1 day, 23:32:35 time: 0.1829 data_time: 0.0041 loss: 1.4310 2023/03/25 14:02:04 - mmengine - INFO - Epoch(train) [113][1100/5005] lr: 4.6831e-03 eta: 1 day, 23:32:18 time: 0.1827 data_time: 0.0042 loss: 1.5250 2023/03/25 14:02:23 - mmengine - INFO - Epoch(train) [113][1200/5005] lr: 4.6831e-03 eta: 1 day, 23:32:00 time: 0.1854 data_time: 0.0041 loss: 1.2383 2023/03/25 14:02:41 - mmengine - INFO - Epoch(train) [113][1300/5005] lr: 4.6831e-03 eta: 1 day, 23:31:43 time: 0.1822 data_time: 0.0044 loss: 1.5700 2023/03/25 14:03:00 - mmengine - INFO - Epoch(train) [113][1400/5005] lr: 4.6831e-03 eta: 1 day, 23:31:25 time: 0.1842 data_time: 0.0041 loss: 1.4010 2023/03/25 14:03:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:03:19 - mmengine - INFO - Epoch(train) [113][1500/5005] lr: 4.6831e-03 eta: 1 day, 23:31:08 time: 0.1849 data_time: 0.0042 loss: 1.3111 2023/03/25 14:03:38 - mmengine - INFO - Epoch(train) [113][1600/5005] lr: 4.6831e-03 eta: 1 day, 23:30:50 time: 0.1853 data_time: 0.0041 loss: 1.3994 2023/03/25 14:03:57 - mmengine - INFO - Epoch(train) [113][1700/5005] lr: 4.6831e-03 eta: 1 day, 23:30:33 time: 0.1856 data_time: 0.0041 loss: 1.3554 2023/03/25 14:04:16 - mmengine - INFO - Epoch(train) [113][1800/5005] lr: 4.6831e-03 eta: 1 day, 23:30:15 time: 0.1818 data_time: 0.0042 loss: 1.3261 2023/03/25 14:04:34 - mmengine - INFO - Epoch(train) [113][1900/5005] lr: 4.6831e-03 eta: 1 day, 23:29:57 time: 0.1834 data_time: 0.0041 loss: 1.4565 2023/03/25 14:04:53 - mmengine - INFO - Epoch(train) [113][2000/5005] lr: 4.6831e-03 eta: 1 day, 23:29:40 time: 0.1846 data_time: 0.0041 loss: 1.3357 2023/03/25 14:05:12 - mmengine - INFO - Epoch(train) [113][2100/5005] lr: 4.6831e-03 eta: 1 day, 23:29:23 time: 0.1855 data_time: 0.0042 loss: 1.3772 2023/03/25 14:05:31 - mmengine - INFO - Epoch(train) [113][2200/5005] lr: 4.6831e-03 eta: 1 day, 23:29:05 time: 0.1852 data_time: 0.0043 loss: 1.3666 2023/03/25 14:05:50 - mmengine - INFO - Epoch(train) [113][2300/5005] lr: 4.6831e-03 eta: 1 day, 23:28:47 time: 0.1847 data_time: 0.0042 loss: 1.4981 2023/03/25 14:06:09 - mmengine - INFO - Epoch(train) [113][2400/5005] lr: 4.6831e-03 eta: 1 day, 23:28:30 time: 0.1851 data_time: 0.0042 loss: 1.3431 2023/03/25 14:06:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:06:27 - mmengine - INFO - Epoch(train) [113][2500/5005] lr: 4.6831e-03 eta: 1 day, 23:28:12 time: 0.1836 data_time: 0.0041 loss: 1.5628 2023/03/25 14:06:46 - mmengine - INFO - Epoch(train) [113][2600/5005] lr: 4.6831e-03 eta: 1 day, 23:27:55 time: 0.2093 data_time: 0.0041 loss: 1.4922 2023/03/25 14:07:05 - mmengine - INFO - Epoch(train) [113][2700/5005] lr: 4.6831e-03 eta: 1 day, 23:27:37 time: 0.1848 data_time: 0.0043 loss: 1.5052 2023/03/25 14:07:24 - mmengine - INFO - Epoch(train) [113][2800/5005] lr: 4.6831e-03 eta: 1 day, 23:27:20 time: 0.1848 data_time: 0.0042 loss: 1.5876 2023/03/25 14:07:43 - mmengine - INFO - Epoch(train) [113][2900/5005] lr: 4.6831e-03 eta: 1 day, 23:27:02 time: 0.1831 data_time: 0.0043 loss: 1.4515 2023/03/25 14:08:02 - mmengine - INFO - Epoch(train) [113][3000/5005] lr: 4.6831e-03 eta: 1 day, 23:26:44 time: 0.1853 data_time: 0.0042 loss: 1.4811 2023/03/25 14:08:20 - mmengine - INFO - Epoch(train) [113][3100/5005] lr: 4.6831e-03 eta: 1 day, 23:26:27 time: 0.1830 data_time: 0.0043 loss: 1.6309 2023/03/25 14:08:39 - mmengine - INFO - Epoch(train) [113][3200/5005] lr: 4.6831e-03 eta: 1 day, 23:26:09 time: 0.1847 data_time: 0.0043 loss: 1.3810 2023/03/25 14:08:58 - mmengine - INFO - Epoch(train) [113][3300/5005] lr: 4.6831e-03 eta: 1 day, 23:25:52 time: 0.1848 data_time: 0.0042 loss: 1.4657 2023/03/25 14:09:17 - mmengine - INFO - Epoch(train) [113][3400/5005] lr: 4.6831e-03 eta: 1 day, 23:25:34 time: 0.1843 data_time: 0.0042 loss: 1.4229 2023/03/25 14:09:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:09:36 - mmengine - INFO - Epoch(train) [113][3500/5005] lr: 4.6831e-03 eta: 1 day, 23:25:17 time: 0.1846 data_time: 0.0043 loss: 1.3536 2023/03/25 14:09:55 - mmengine - INFO - Epoch(train) [113][3600/5005] lr: 4.6831e-03 eta: 1 day, 23:25:00 time: 0.1853 data_time: 0.0041 loss: 1.3593 2023/03/25 14:10:14 - mmengine - INFO - Epoch(train) [113][3700/5005] lr: 4.6831e-03 eta: 1 day, 23:24:42 time: 0.1847 data_time: 0.0042 loss: 1.5389 2023/03/25 14:10:32 - mmengine - INFO - Epoch(train) [113][3800/5005] lr: 4.6831e-03 eta: 1 day, 23:24:24 time: 0.1832 data_time: 0.0041 loss: 1.3266 2023/03/25 14:10:51 - mmengine - INFO - Epoch(train) [113][3900/5005] lr: 4.6831e-03 eta: 1 day, 23:24:07 time: 0.1848 data_time: 0.0041 loss: 1.3137 2023/03/25 14:11:10 - mmengine - INFO - Epoch(train) [113][4000/5005] lr: 4.6831e-03 eta: 1 day, 23:23:49 time: 0.1844 data_time: 0.0042 loss: 1.3941 2023/03/25 14:11:29 - mmengine - INFO - Epoch(train) [113][4100/5005] lr: 4.6831e-03 eta: 1 day, 23:23:32 time: 0.1849 data_time: 0.0041 loss: 1.3945 2023/03/25 14:11:48 - mmengine - INFO - Epoch(train) [113][4200/5005] lr: 4.6831e-03 eta: 1 day, 23:23:14 time: 0.1837 data_time: 0.0041 loss: 1.4678 2023/03/25 14:12:07 - mmengine - INFO - Epoch(train) [113][4300/5005] lr: 4.6831e-03 eta: 1 day, 23:22:56 time: 0.1861 data_time: 0.0041 loss: 1.4786 2023/03/25 14:12:25 - mmengine - INFO - Epoch(train) [113][4400/5005] lr: 4.6831e-03 eta: 1 day, 23:22:39 time: 0.1846 data_time: 0.0041 loss: 1.4187 2023/03/25 14:12:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:12:44 - mmengine - INFO - Epoch(train) [113][4500/5005] lr: 4.6831e-03 eta: 1 day, 23:22:21 time: 0.1846 data_time: 0.0041 loss: 1.2675 2023/03/25 14:13:03 - mmengine - INFO - Epoch(train) [113][4600/5005] lr: 4.6831e-03 eta: 1 day, 23:22:04 time: 0.1829 data_time: 0.0041 loss: 1.3927 2023/03/25 14:13:22 - mmengine - INFO - Epoch(train) [113][4700/5005] lr: 4.6831e-03 eta: 1 day, 23:21:46 time: 0.1839 data_time: 0.0042 loss: 1.5200 2023/03/25 14:13:41 - mmengine - INFO - Epoch(train) [113][4800/5005] lr: 4.6831e-03 eta: 1 day, 23:21:28 time: 0.1820 data_time: 0.0041 loss: 1.3677 2023/03/25 14:14:00 - mmengine - INFO - Epoch(train) [113][4900/5005] lr: 4.6831e-03 eta: 1 day, 23:21:11 time: 0.1849 data_time: 0.0041 loss: 1.4463 2023/03/25 14:14:18 - mmengine - INFO - Epoch(train) [113][5000/5005] lr: 4.6831e-03 eta: 1 day, 23:20:53 time: 0.1825 data_time: 0.0047 loss: 1.4358 2023/03/25 14:14:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:14:20 - mmengine - INFO - Saving checkpoint at 113 epochs 2023/03/25 14:14:28 - mmengine - INFO - Epoch(val) [113][100/196] eta: 0:00:06 time: 0.0608 data_time: 0.0214 2023/03/25 14:14:57 - mmengine - INFO - Epoch(val) [113][196/196] accuracy/top1: 69.2600 accuracy/top5: 88.7120data_time: 0.0687 time: 0.1022 2023/03/25 14:15:17 - mmengine - INFO - Epoch(train) [114][ 100/5005] lr: 4.5894e-03 eta: 1 day, 23:20:36 time: 0.1830 data_time: 0.0042 loss: 1.4859 2023/03/25 14:15:35 - mmengine - INFO - Epoch(train) [114][ 200/5005] lr: 4.5894e-03 eta: 1 day, 23:20:18 time: 0.1841 data_time: 0.0041 loss: 1.3780 2023/03/25 14:15:54 - mmengine - INFO - Epoch(train) [114][ 300/5005] lr: 4.5894e-03 eta: 1 day, 23:20:00 time: 0.1840 data_time: 0.0041 loss: 1.3548 2023/03/25 14:16:12 - mmengine - INFO - Epoch(train) [114][ 400/5005] lr: 4.5894e-03 eta: 1 day, 23:19:42 time: 0.1825 data_time: 0.0041 loss: 1.3620 2023/03/25 14:16:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:16:31 - mmengine - INFO - Epoch(train) [114][ 500/5005] lr: 4.5894e-03 eta: 1 day, 23:19:25 time: 0.1844 data_time: 0.0042 loss: 1.4002 2023/03/25 14:16:50 - mmengine - INFO - Epoch(train) [114][ 600/5005] lr: 4.5894e-03 eta: 1 day, 23:19:08 time: 0.1860 data_time: 0.0043 loss: 1.3687 2023/03/25 14:17:09 - mmengine - INFO - Epoch(train) [114][ 700/5005] lr: 4.5894e-03 eta: 1 day, 23:18:50 time: 0.1855 data_time: 0.0041 loss: 1.3579 2023/03/25 14:17:28 - mmengine - INFO - Epoch(train) [114][ 800/5005] lr: 4.5894e-03 eta: 1 day, 23:18:33 time: 0.1851 data_time: 0.0041 loss: 1.3906 2023/03/25 14:17:47 - mmengine - INFO - Epoch(train) [114][ 900/5005] lr: 4.5894e-03 eta: 1 day, 23:18:15 time: 0.1832 data_time: 0.0042 loss: 1.2572 2023/03/25 14:18:06 - mmengine - INFO - Epoch(train) [114][1000/5005] lr: 4.5894e-03 eta: 1 day, 23:17:57 time: 0.1820 data_time: 0.0043 loss: 1.4763 2023/03/25 14:18:25 - mmengine - INFO - Epoch(train) [114][1100/5005] lr: 4.5894e-03 eta: 1 day, 23:17:40 time: 0.1835 data_time: 0.0041 loss: 1.3853 2023/03/25 14:18:43 - mmengine - INFO - Epoch(train) [114][1200/5005] lr: 4.5894e-03 eta: 1 day, 23:17:22 time: 0.1839 data_time: 0.0041 loss: 1.3872 2023/03/25 14:19:02 - mmengine - INFO - Epoch(train) [114][1300/5005] lr: 4.5894e-03 eta: 1 day, 23:17:04 time: 0.1841 data_time: 0.0042 loss: 1.4841 2023/03/25 14:19:21 - mmengine - INFO - Epoch(train) [114][1400/5005] lr: 4.5894e-03 eta: 1 day, 23:16:47 time: 0.1851 data_time: 0.0041 loss: 1.4224 2023/03/25 14:19:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:19:40 - mmengine - INFO - Epoch(train) [114][1500/5005] lr: 4.5894e-03 eta: 1 day, 23:16:30 time: 0.2083 data_time: 0.0042 loss: 1.2639 2023/03/25 14:19:59 - mmengine - INFO - Epoch(train) [114][1600/5005] lr: 4.5894e-03 eta: 1 day, 23:16:12 time: 0.1899 data_time: 0.0042 loss: 1.3926 2023/03/25 14:20:17 - mmengine - INFO - Epoch(train) [114][1700/5005] lr: 4.5894e-03 eta: 1 day, 23:15:54 time: 0.1853 data_time: 0.0041 loss: 1.3230 2023/03/25 14:20:36 - mmengine - INFO - Epoch(train) [114][1800/5005] lr: 4.5894e-03 eta: 1 day, 23:15:37 time: 0.1850 data_time: 0.0041 loss: 1.4071 2023/03/25 14:20:55 - mmengine - INFO - Epoch(train) [114][1900/5005] lr: 4.5894e-03 eta: 1 day, 23:15:19 time: 0.1855 data_time: 0.0042 loss: 1.4803 2023/03/25 14:21:14 - mmengine - INFO - Epoch(train) [114][2000/5005] lr: 4.5894e-03 eta: 1 day, 23:15:02 time: 0.1844 data_time: 0.0043 loss: 1.3997 2023/03/25 14:21:33 - mmengine - INFO - Epoch(train) [114][2100/5005] lr: 4.5894e-03 eta: 1 day, 23:14:45 time: 0.1830 data_time: 0.0042 loss: 1.4761 2023/03/25 14:21:52 - mmengine - INFO - Epoch(train) [114][2200/5005] lr: 4.5894e-03 eta: 1 day, 23:14:27 time: 0.1847 data_time: 0.0042 loss: 1.5638 2023/03/25 14:22:10 - mmengine - INFO - Epoch(train) [114][2300/5005] lr: 4.5894e-03 eta: 1 day, 23:14:09 time: 0.1842 data_time: 0.0041 loss: 1.7853 2023/03/25 14:22:29 - mmengine - INFO - Epoch(train) [114][2400/5005] lr: 4.5894e-03 eta: 1 day, 23:13:51 time: 0.1826 data_time: 0.0041 loss: 1.3503 2023/03/25 14:22:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:22:48 - mmengine - INFO - Epoch(train) [114][2500/5005] lr: 4.5894e-03 eta: 1 day, 23:13:34 time: 0.1842 data_time: 0.0042 loss: 1.5363 2023/03/25 14:23:07 - mmengine - INFO - Epoch(train) [114][2600/5005] lr: 4.5894e-03 eta: 1 day, 23:13:16 time: 0.1836 data_time: 0.0042 loss: 1.5812 2023/03/25 14:23:26 - mmengine - INFO - Epoch(train) [114][2700/5005] lr: 4.5894e-03 eta: 1 day, 23:12:59 time: 0.1841 data_time: 0.0042 loss: 1.3913 2023/03/25 14:23:45 - mmengine - INFO - Epoch(train) [114][2800/5005] lr: 4.5894e-03 eta: 1 day, 23:12:41 time: 0.1835 data_time: 0.0042 loss: 1.5879 2023/03/25 14:24:04 - mmengine - INFO - Epoch(train) [114][2900/5005] lr: 4.5894e-03 eta: 1 day, 23:12:24 time: 0.1843 data_time: 0.0044 loss: 1.3404 2023/03/25 14:24:23 - mmengine - INFO - Epoch(train) [114][3000/5005] lr: 4.5894e-03 eta: 1 day, 23:12:06 time: 0.1862 data_time: 0.0041 loss: 1.4922 2023/03/25 14:24:41 - mmengine - INFO - Epoch(train) [114][3100/5005] lr: 4.5894e-03 eta: 1 day, 23:11:49 time: 0.1848 data_time: 0.0041 loss: 1.4300 2023/03/25 14:25:00 - mmengine - INFO - Epoch(train) [114][3200/5005] lr: 4.5894e-03 eta: 1 day, 23:11:31 time: 0.1826 data_time: 0.0042 loss: 1.4234 2023/03/25 14:25:19 - mmengine - INFO - Epoch(train) [114][3300/5005] lr: 4.5894e-03 eta: 1 day, 23:11:13 time: 0.1827 data_time: 0.0041 loss: 1.3148 2023/03/25 14:25:38 - mmengine - INFO - Epoch(train) [114][3400/5005] lr: 4.5894e-03 eta: 1 day, 23:10:56 time: 0.1850 data_time: 0.0041 loss: 1.3420 2023/03/25 14:25:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:25:57 - mmengine - INFO - Epoch(train) [114][3500/5005] lr: 4.5894e-03 eta: 1 day, 23:10:39 time: 0.1831 data_time: 0.0041 loss: 1.5126 2023/03/25 14:26:16 - mmengine - INFO - Epoch(train) [114][3600/5005] lr: 4.5894e-03 eta: 1 day, 23:10:21 time: 0.1821 data_time: 0.0042 loss: 1.2468 2023/03/25 14:26:35 - mmengine - INFO - Epoch(train) [114][3700/5005] lr: 4.5894e-03 eta: 1 day, 23:10:04 time: 0.1842 data_time: 0.0042 loss: 1.4237 2023/03/25 14:26:53 - mmengine - INFO - Epoch(train) [114][3800/5005] lr: 4.5894e-03 eta: 1 day, 23:09:46 time: 0.1843 data_time: 0.0041 loss: 1.3511 2023/03/25 14:27:12 - mmengine - INFO - Epoch(train) [114][3900/5005] lr: 4.5894e-03 eta: 1 day, 23:09:28 time: 0.1852 data_time: 0.0041 loss: 1.5947 2023/03/25 14:27:31 - mmengine - INFO - Epoch(train) [114][4000/5005] lr: 4.5894e-03 eta: 1 day, 23:09:11 time: 0.1843 data_time: 0.0042 loss: 1.1035 2023/03/25 14:27:50 - mmengine - INFO - Epoch(train) [114][4100/5005] lr: 4.5894e-03 eta: 1 day, 23:08:53 time: 0.1847 data_time: 0.0041 loss: 1.3577 2023/03/25 14:28:09 - mmengine - INFO - Epoch(train) [114][4200/5005] lr: 4.5894e-03 eta: 1 day, 23:08:36 time: 0.1848 data_time: 0.0041 loss: 1.5349 2023/03/25 14:28:28 - mmengine - INFO - Epoch(train) [114][4300/5005] lr: 4.5894e-03 eta: 1 day, 23:08:18 time: 0.1852 data_time: 0.0042 loss: 1.2200 2023/03/25 14:28:46 - mmengine - INFO - Epoch(train) [114][4400/5005] lr: 4.5894e-03 eta: 1 day, 23:08:00 time: 0.1846 data_time: 0.0041 loss: 1.6444 2023/03/25 14:28:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:29:06 - mmengine - INFO - Epoch(train) [114][4500/5005] lr: 4.5894e-03 eta: 1 day, 23:07:43 time: 0.1842 data_time: 0.0041 loss: 1.2644 2023/03/25 14:29:24 - mmengine - INFO - Epoch(train) [114][4600/5005] lr: 4.5894e-03 eta: 1 day, 23:07:26 time: 0.1842 data_time: 0.0041 loss: 1.2729 2023/03/25 14:29:43 - mmengine - INFO - Epoch(train) [114][4700/5005] lr: 4.5894e-03 eta: 1 day, 23:07:08 time: 0.1844 data_time: 0.0041 loss: 1.3173 2023/03/25 14:30:02 - mmengine - INFO - Epoch(train) [114][4800/5005] lr: 4.5894e-03 eta: 1 day, 23:06:50 time: 0.1852 data_time: 0.0041 loss: 1.7350 2023/03/25 14:30:21 - mmengine - INFO - Epoch(train) [114][4900/5005] lr: 4.5894e-03 eta: 1 day, 23:06:33 time: 0.1854 data_time: 0.0042 loss: 1.3101 2023/03/25 14:30:40 - mmengine - INFO - Epoch(train) [114][5000/5005] lr: 4.5894e-03 eta: 1 day, 23:06:16 time: 0.1840 data_time: 0.0049 loss: 1.3840 2023/03/25 14:30:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:30:41 - mmengine - INFO - Saving checkpoint at 114 epochs 2023/03/25 14:30:49 - mmengine - INFO - Epoch(val) [114][100/196] eta: 0:00:06 time: 0.0605 data_time: 0.0222 2023/03/25 14:31:19 - mmengine - INFO - Epoch(val) [114][196/196] accuracy/top1: 69.0880 accuracy/top5: 88.7480data_time: 0.0552 time: 0.0914 2023/03/25 14:31:39 - mmengine - INFO - Epoch(train) [115][ 100/5005] lr: 4.4976e-03 eta: 1 day, 23:05:59 time: 0.1862 data_time: 0.0041 loss: 1.4522 2023/03/25 14:31:57 - mmengine - INFO - Epoch(train) [115][ 200/5005] lr: 4.4976e-03 eta: 1 day, 23:05:41 time: 0.1830 data_time: 0.0041 loss: 1.5836 2023/03/25 14:32:16 - mmengine - INFO - Epoch(train) [115][ 300/5005] lr: 4.4976e-03 eta: 1 day, 23:05:23 time: 0.1832 data_time: 0.0041 loss: 1.4420 2023/03/25 14:32:35 - mmengine - INFO - Epoch(train) [115][ 400/5005] lr: 4.4976e-03 eta: 1 day, 23:05:06 time: 0.2147 data_time: 0.0042 loss: 1.6347 2023/03/25 14:32:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:32:54 - mmengine - INFO - Epoch(train) [115][ 500/5005] lr: 4.4976e-03 eta: 1 day, 23:04:48 time: 0.1849 data_time: 0.0042 loss: 1.3521 2023/03/25 14:33:13 - mmengine - INFO - Epoch(train) [115][ 600/5005] lr: 4.4976e-03 eta: 1 day, 23:04:31 time: 0.1842 data_time: 0.0041 loss: 1.4458 2023/03/25 14:33:31 - mmengine - INFO - Epoch(train) [115][ 700/5005] lr: 4.4976e-03 eta: 1 day, 23:04:13 time: 0.1845 data_time: 0.0041 loss: 1.4288 2023/03/25 14:33:50 - mmengine - INFO - Epoch(train) [115][ 800/5005] lr: 4.4976e-03 eta: 1 day, 23:03:55 time: 0.1852 data_time: 0.0042 loss: 1.2582 2023/03/25 14:34:09 - mmengine - INFO - Epoch(train) [115][ 900/5005] lr: 4.4976e-03 eta: 1 day, 23:03:37 time: 0.1857 data_time: 0.0042 loss: 1.4599 2023/03/25 14:34:28 - mmengine - INFO - Epoch(train) [115][1000/5005] lr: 4.4976e-03 eta: 1 day, 23:03:20 time: 0.1845 data_time: 0.0041 loss: 1.3444 2023/03/25 14:34:47 - mmengine - INFO - Epoch(train) [115][1100/5005] lr: 4.4976e-03 eta: 1 day, 23:03:03 time: 0.1851 data_time: 0.0043 loss: 1.4201 2023/03/25 14:35:06 - mmengine - INFO - Epoch(train) [115][1200/5005] lr: 4.4976e-03 eta: 1 day, 23:02:45 time: 0.1849 data_time: 0.0041 loss: 1.3281 2023/03/25 14:35:24 - mmengine - INFO - Epoch(train) [115][1300/5005] lr: 4.4976e-03 eta: 1 day, 23:02:27 time: 0.1851 data_time: 0.0042 loss: 1.5332 2023/03/25 14:35:43 - mmengine - INFO - Epoch(train) [115][1400/5005] lr: 4.4976e-03 eta: 1 day, 23:02:09 time: 0.1852 data_time: 0.0042 loss: 1.5258 2023/03/25 14:35:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:36:02 - mmengine - INFO - Epoch(train) [115][1500/5005] lr: 4.4976e-03 eta: 1 day, 23:01:52 time: 0.1853 data_time: 0.0041 loss: 1.3727 2023/03/25 14:36:21 - mmengine - INFO - Epoch(train) [115][1600/5005] lr: 4.4976e-03 eta: 1 day, 23:01:35 time: 0.1851 data_time: 0.0041 loss: 1.3289 2023/03/25 14:36:40 - mmengine - INFO - Epoch(train) [115][1700/5005] lr: 4.4976e-03 eta: 1 day, 23:01:18 time: 0.1838 data_time: 0.0042 loss: 1.4465 2023/03/25 14:36:59 - mmengine - INFO - Epoch(train) [115][1800/5005] lr: 4.4976e-03 eta: 1 day, 23:01:00 time: 0.1840 data_time: 0.0042 loss: 1.4217 2023/03/25 14:37:17 - mmengine - INFO - Epoch(train) [115][1900/5005] lr: 4.4976e-03 eta: 1 day, 23:00:42 time: 0.1843 data_time: 0.0042 loss: 1.4999 2023/03/25 14:37:36 - mmengine - INFO - Epoch(train) [115][2000/5005] lr: 4.4976e-03 eta: 1 day, 23:00:24 time: 0.1842 data_time: 0.0042 loss: 1.4037 2023/03/25 14:37:55 - mmengine - INFO - Epoch(train) [115][2100/5005] lr: 4.4976e-03 eta: 1 day, 23:00:07 time: 0.1839 data_time: 0.0041 loss: 1.5649 2023/03/25 14:38:14 - mmengine - INFO - Epoch(train) [115][2200/5005] lr: 4.4976e-03 eta: 1 day, 22:59:49 time: 0.1836 data_time: 0.0042 loss: 1.5516 2023/03/25 14:38:33 - mmengine - INFO - Epoch(train) [115][2300/5005] lr: 4.4976e-03 eta: 1 day, 22:59:31 time: 0.1851 data_time: 0.0043 loss: 1.6020 2023/03/25 14:38:51 - mmengine - INFO - Epoch(train) [115][2400/5005] lr: 4.4976e-03 eta: 1 day, 22:59:14 time: 0.1836 data_time: 0.0042 loss: 1.4293 2023/03/25 14:38:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:39:10 - mmengine - INFO - Epoch(train) [115][2500/5005] lr: 4.4976e-03 eta: 1 day, 22:58:56 time: 0.1843 data_time: 0.0042 loss: 1.2750 2023/03/25 14:39:29 - mmengine - INFO - Epoch(train) [115][2600/5005] lr: 4.4976e-03 eta: 1 day, 22:58:39 time: 0.1828 data_time: 0.0042 loss: 1.3492 2023/03/25 14:39:48 - mmengine - INFO - Epoch(train) [115][2700/5005] lr: 4.4976e-03 eta: 1 day, 22:58:21 time: 0.1856 data_time: 0.0041 loss: 1.5640 2023/03/25 14:40:07 - mmengine - INFO - Epoch(train) [115][2800/5005] lr: 4.4976e-03 eta: 1 day, 22:58:03 time: 0.1848 data_time: 0.0043 loss: 1.3326 2023/03/25 14:40:26 - mmengine - INFO - Epoch(train) [115][2900/5005] lr: 4.4976e-03 eta: 1 day, 22:57:46 time: 0.1839 data_time: 0.0041 loss: 1.4039 2023/03/25 14:40:45 - mmengine - INFO - Epoch(train) [115][3000/5005] lr: 4.4976e-03 eta: 1 day, 22:57:29 time: 0.1854 data_time: 0.0042 loss: 1.3295 2023/03/25 14:41:04 - mmengine - INFO - Epoch(train) [115][3100/5005] lr: 4.4976e-03 eta: 1 day, 22:57:11 time: 0.1830 data_time: 0.0042 loss: 1.3393 2023/03/25 14:41:23 - mmengine - INFO - Epoch(train) [115][3200/5005] lr: 4.4976e-03 eta: 1 day, 22:56:54 time: 0.1841 data_time: 0.0042 loss: 1.3813 2023/03/25 14:41:41 - mmengine - INFO - Epoch(train) [115][3300/5005] lr: 4.4976e-03 eta: 1 day, 22:56:36 time: 0.1846 data_time: 0.0042 loss: 1.4679 2023/03/25 14:42:00 - mmengine - INFO - Epoch(train) [115][3400/5005] lr: 4.4976e-03 eta: 1 day, 22:56:18 time: 0.1838 data_time: 0.0041 loss: 1.3764 2023/03/25 14:42:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:42:19 - mmengine - INFO - Epoch(train) [115][3500/5005] lr: 4.4976e-03 eta: 1 day, 22:56:01 time: 0.1859 data_time: 0.0042 loss: 1.5374 2023/03/25 14:42:38 - mmengine - INFO - Epoch(train) [115][3600/5005] lr: 4.4976e-03 eta: 1 day, 22:55:43 time: 0.1802 data_time: 0.0042 loss: 1.5458 2023/03/25 14:42:57 - mmengine - INFO - Epoch(train) [115][3700/5005] lr: 4.4976e-03 eta: 1 day, 22:55:26 time: 0.1843 data_time: 0.0042 loss: 1.4937 2023/03/25 14:43:16 - mmengine - INFO - Epoch(train) [115][3800/5005] lr: 4.4976e-03 eta: 1 day, 22:55:08 time: 0.2010 data_time: 0.0041 loss: 1.2998 2023/03/25 14:43:35 - mmengine - INFO - Epoch(train) [115][3900/5005] lr: 4.4976e-03 eta: 1 day, 22:54:51 time: 0.1856 data_time: 0.0043 loss: 1.4672 2023/03/25 14:43:53 - mmengine - INFO - Epoch(train) [115][4000/5005] lr: 4.4976e-03 eta: 1 day, 22:54:33 time: 0.1844 data_time: 0.0042 loss: 1.4346 2023/03/25 14:44:12 - mmengine - INFO - Epoch(train) [115][4100/5005] lr: 4.4976e-03 eta: 1 day, 22:54:15 time: 0.1847 data_time: 0.0042 loss: 1.3620 2023/03/25 14:44:31 - mmengine - INFO - Epoch(train) [115][4200/5005] lr: 4.4976e-03 eta: 1 day, 22:53:57 time: 0.1832 data_time: 0.0042 loss: 1.4884 2023/03/25 14:44:49 - mmengine - INFO - Epoch(train) [115][4300/5005] lr: 4.4976e-03 eta: 1 day, 22:53:39 time: 0.1858 data_time: 0.0041 loss: 1.2730 2023/03/25 14:45:08 - mmengine - INFO - Epoch(train) [115][4400/5005] lr: 4.4976e-03 eta: 1 day, 22:53:22 time: 0.1852 data_time: 0.0042 loss: 1.5413 2023/03/25 14:45:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:45:28 - mmengine - INFO - Epoch(train) [115][4500/5005] lr: 4.4976e-03 eta: 1 day, 22:53:05 time: 0.2081 data_time: 0.0042 loss: 1.4076 2023/03/25 14:45:47 - mmengine - INFO - Epoch(train) [115][4600/5005] lr: 4.4976e-03 eta: 1 day, 22:52:48 time: 0.1852 data_time: 0.0042 loss: 1.4180 2023/03/25 14:46:05 - mmengine - INFO - Epoch(train) [115][4700/5005] lr: 4.4976e-03 eta: 1 day, 22:52:30 time: 0.1846 data_time: 0.0043 loss: 1.4281 2023/03/25 14:46:24 - mmengine - INFO - Epoch(train) [115][4800/5005] lr: 4.4976e-03 eta: 1 day, 22:52:12 time: 0.1841 data_time: 0.0042 loss: 1.2472 2023/03/25 14:46:43 - mmengine - INFO - Epoch(train) [115][4900/5005] lr: 4.4976e-03 eta: 1 day, 22:51:55 time: 0.1816 data_time: 0.0041 loss: 1.5851 2023/03/25 14:47:02 - mmengine - INFO - Epoch(train) [115][5000/5005] lr: 4.4976e-03 eta: 1 day, 22:51:37 time: 0.1837 data_time: 0.0048 loss: 1.4529 2023/03/25 14:47:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:47:03 - mmengine - INFO - Saving checkpoint at 115 epochs 2023/03/25 14:47:11 - mmengine - INFO - Epoch(val) [115][100/196] eta: 0:00:06 time: 0.0606 data_time: 0.0222 2023/03/25 14:47:40 - mmengine - INFO - Epoch(val) [115][196/196] accuracy/top1: 69.4560 accuracy/top5: 88.9240data_time: 0.0687 time: 0.1034 2023/03/25 14:48:00 - mmengine - INFO - Epoch(train) [116][ 100/5005] lr: 4.4077e-03 eta: 1 day, 22:51:20 time: 0.1954 data_time: 0.0041 loss: 1.1690 2023/03/25 14:48:19 - mmengine - INFO - Epoch(train) [116][ 200/5005] lr: 4.4077e-03 eta: 1 day, 22:51:02 time: 0.1822 data_time: 0.0041 loss: 1.3053 2023/03/25 14:48:38 - mmengine - INFO - Epoch(train) [116][ 300/5005] lr: 4.4077e-03 eta: 1 day, 22:50:44 time: 0.1826 data_time: 0.0042 loss: 1.4165 2023/03/25 14:48:56 - mmengine - INFO - Epoch(train) [116][ 400/5005] lr: 4.4077e-03 eta: 1 day, 22:50:26 time: 0.1843 data_time: 0.0042 loss: 1.4335 2023/03/25 14:49:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:49:15 - mmengine - INFO - Epoch(train) [116][ 500/5005] lr: 4.4077e-03 eta: 1 day, 22:50:09 time: 0.2121 data_time: 0.0042 loss: 1.2060 2023/03/25 14:49:34 - mmengine - INFO - Epoch(train) [116][ 600/5005] lr: 4.4077e-03 eta: 1 day, 22:49:51 time: 0.1846 data_time: 0.0043 loss: 1.4977 2023/03/25 14:49:53 - mmengine - INFO - Epoch(train) [116][ 700/5005] lr: 4.4077e-03 eta: 1 day, 22:49:34 time: 0.1836 data_time: 0.0042 loss: 1.6096 2023/03/25 14:50:11 - mmengine - INFO - Epoch(train) [116][ 800/5005] lr: 4.4077e-03 eta: 1 day, 22:49:16 time: 0.1840 data_time: 0.0042 loss: 1.5771 2023/03/25 14:50:30 - mmengine - INFO - Epoch(train) [116][ 900/5005] lr: 4.4077e-03 eta: 1 day, 22:48:59 time: 0.2068 data_time: 0.0041 loss: 1.3677 2023/03/25 14:50:49 - mmengine - INFO - Epoch(train) [116][1000/5005] lr: 4.4077e-03 eta: 1 day, 22:48:41 time: 0.1845 data_time: 0.0042 loss: 1.3363 2023/03/25 14:51:08 - mmengine - INFO - Epoch(train) [116][1100/5005] lr: 4.4077e-03 eta: 1 day, 22:48:23 time: 0.1854 data_time: 0.0042 loss: 1.5982 2023/03/25 14:51:27 - mmengine - INFO - Epoch(train) [116][1200/5005] lr: 4.4077e-03 eta: 1 day, 22:48:06 time: 0.1842 data_time: 0.0042 loss: 1.2903 2023/03/25 14:51:46 - mmengine - INFO - Epoch(train) [116][1300/5005] lr: 4.4077e-03 eta: 1 day, 22:47:48 time: 0.1860 data_time: 0.0043 loss: 1.4456 2023/03/25 14:52:04 - mmengine - INFO - Epoch(train) [116][1400/5005] lr: 4.4077e-03 eta: 1 day, 22:47:30 time: 0.1827 data_time: 0.0042 loss: 1.2605 2023/03/25 14:52:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:52:24 - mmengine - INFO - Epoch(train) [116][1500/5005] lr: 4.4077e-03 eta: 1 day, 22:47:13 time: 0.2056 data_time: 0.0042 loss: 1.5528 2023/03/25 14:52:42 - mmengine - INFO - Epoch(train) [116][1600/5005] lr: 4.4077e-03 eta: 1 day, 22:46:56 time: 0.2036 data_time: 0.0041 loss: 1.4406 2023/03/25 14:53:01 - mmengine - INFO - Epoch(train) [116][1700/5005] lr: 4.4077e-03 eta: 1 day, 22:46:38 time: 0.1831 data_time: 0.0042 loss: 1.3157 2023/03/25 14:53:20 - mmengine - INFO - Epoch(train) [116][1800/5005] lr: 4.4077e-03 eta: 1 day, 22:46:21 time: 0.1851 data_time: 0.0043 loss: 1.4447 2023/03/25 14:53:39 - mmengine - INFO - Epoch(train) [116][1900/5005] lr: 4.4077e-03 eta: 1 day, 22:46:03 time: 0.1856 data_time: 0.0043 loss: 1.5545 2023/03/25 14:53:58 - mmengine - INFO - Epoch(train) [116][2000/5005] lr: 4.4077e-03 eta: 1 day, 22:45:45 time: 0.1843 data_time: 0.0042 loss: 1.6059 2023/03/25 14:54:17 - mmengine - INFO - Epoch(train) [116][2100/5005] lr: 4.4077e-03 eta: 1 day, 22:45:27 time: 0.1839 data_time: 0.0042 loss: 1.4918 2023/03/25 14:54:35 - mmengine - INFO - Epoch(train) [116][2200/5005] lr: 4.4077e-03 eta: 1 day, 22:45:09 time: 0.1854 data_time: 0.0043 loss: 1.3956 2023/03/25 14:54:54 - mmengine - INFO - Epoch(train) [116][2300/5005] lr: 4.4077e-03 eta: 1 day, 22:44:52 time: 0.2030 data_time: 0.0042 loss: 1.3651 2023/03/25 14:55:13 - mmengine - INFO - Epoch(train) [116][2400/5005] lr: 4.4077e-03 eta: 1 day, 22:44:34 time: 0.2039 data_time: 0.0041 loss: 1.5561 2023/03/25 14:55:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:55:32 - mmengine - INFO - Epoch(train) [116][2500/5005] lr: 4.4077e-03 eta: 1 day, 22:44:17 time: 0.1842 data_time: 0.0041 loss: 1.4167 2023/03/25 14:55:51 - mmengine - INFO - Epoch(train) [116][2600/5005] lr: 4.4077e-03 eta: 1 day, 22:43:59 time: 0.1821 data_time: 0.0043 loss: 1.3860 2023/03/25 14:56:10 - mmengine - INFO - Epoch(train) [116][2700/5005] lr: 4.4077e-03 eta: 1 day, 22:43:42 time: 0.1856 data_time: 0.0042 loss: 1.3398 2023/03/25 14:56:29 - mmengine - INFO - Epoch(train) [116][2800/5005] lr: 4.4077e-03 eta: 1 day, 22:43:24 time: 0.1839 data_time: 0.0042 loss: 1.4806 2023/03/25 14:56:47 - mmengine - INFO - Epoch(train) [116][2900/5005] lr: 4.4077e-03 eta: 1 day, 22:43:06 time: 0.1847 data_time: 0.0042 loss: 1.3381 2023/03/25 14:57:06 - mmengine - INFO - Epoch(train) [116][3000/5005] lr: 4.4077e-03 eta: 1 day, 22:42:49 time: 0.1847 data_time: 0.0043 loss: 1.3606 2023/03/25 14:57:25 - mmengine - INFO - Epoch(train) [116][3100/5005] lr: 4.4077e-03 eta: 1 day, 22:42:31 time: 0.1850 data_time: 0.0042 loss: 1.4653 2023/03/25 14:57:44 - mmengine - INFO - Epoch(train) [116][3200/5005] lr: 4.4077e-03 eta: 1 day, 22:42:14 time: 0.1831 data_time: 0.0042 loss: 1.3499 2023/03/25 14:58:03 - mmengine - INFO - Epoch(train) [116][3300/5005] lr: 4.4077e-03 eta: 1 day, 22:41:56 time: 0.1831 data_time: 0.0042 loss: 1.4320 2023/03/25 14:58:22 - mmengine - INFO - Epoch(train) [116][3400/5005] lr: 4.4077e-03 eta: 1 day, 22:41:39 time: 0.1839 data_time: 0.0043 loss: 1.3690 2023/03/25 14:58:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 14:58:41 - mmengine - INFO - Epoch(train) [116][3500/5005] lr: 4.4077e-03 eta: 1 day, 22:41:21 time: 0.2107 data_time: 0.0042 loss: 1.1599 2023/03/25 14:58:59 - mmengine - INFO - Epoch(train) [116][3600/5005] lr: 4.4077e-03 eta: 1 day, 22:41:03 time: 0.1850 data_time: 0.0043 loss: 1.5563 2023/03/25 14:59:18 - mmengine - INFO - Epoch(train) [116][3700/5005] lr: 4.4077e-03 eta: 1 day, 22:40:46 time: 0.1849 data_time: 0.0043 loss: 1.4727 2023/03/25 14:59:37 - mmengine - INFO - Epoch(train) [116][3800/5005] lr: 4.4077e-03 eta: 1 day, 22:40:28 time: 0.1846 data_time: 0.0043 loss: 1.4245 2023/03/25 14:59:56 - mmengine - INFO - Epoch(train) [116][3900/5005] lr: 4.4077e-03 eta: 1 day, 22:40:10 time: 0.1843 data_time: 0.0042 loss: 1.4002 2023/03/25 15:00:14 - mmengine - INFO - Epoch(train) [116][4000/5005] lr: 4.4077e-03 eta: 1 day, 22:39:52 time: 0.1828 data_time: 0.0044 loss: 1.4280 2023/03/25 15:00:33 - mmengine - INFO - Epoch(train) [116][4100/5005] lr: 4.4077e-03 eta: 1 day, 22:39:35 time: 0.1846 data_time: 0.0042 loss: 1.3143 2023/03/25 15:00:52 - mmengine - INFO - Epoch(train) [116][4200/5005] lr: 4.4077e-03 eta: 1 day, 22:39:17 time: 0.1861 data_time: 0.0043 loss: 1.4561 2023/03/25 15:01:11 - mmengine - INFO - Epoch(train) [116][4300/5005] lr: 4.4077e-03 eta: 1 day, 22:39:00 time: 0.1833 data_time: 0.0043 loss: 1.3513 2023/03/25 15:01:30 - mmengine - INFO - Epoch(train) [116][4400/5005] lr: 4.4077e-03 eta: 1 day, 22:38:42 time: 0.1858 data_time: 0.0043 loss: 1.6148 2023/03/25 15:01:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:01:49 - mmengine - INFO - Epoch(train) [116][4500/5005] lr: 4.4077e-03 eta: 1 day, 22:38:24 time: 0.1839 data_time: 0.0043 loss: 1.1534 2023/03/25 15:02:08 - mmengine - INFO - Epoch(train) [116][4600/5005] lr: 4.4077e-03 eta: 1 day, 22:38:07 time: 0.1848 data_time: 0.0042 loss: 1.3440 2023/03/25 15:02:27 - mmengine - INFO - Epoch(train) [116][4700/5005] lr: 4.4077e-03 eta: 1 day, 22:37:50 time: 0.1850 data_time: 0.0043 loss: 1.5016 2023/03/25 15:02:45 - mmengine - INFO - Epoch(train) [116][4800/5005] lr: 4.4077e-03 eta: 1 day, 22:37:32 time: 0.1853 data_time: 0.0042 loss: 1.5545 2023/03/25 15:03:04 - mmengine - INFO - Epoch(train) [116][4900/5005] lr: 4.4077e-03 eta: 1 day, 22:37:14 time: 0.1811 data_time: 0.0044 loss: 1.4685 2023/03/25 15:03:23 - mmengine - INFO - Epoch(train) [116][5000/5005] lr: 4.4077e-03 eta: 1 day, 22:36:56 time: 0.1826 data_time: 0.0049 loss: 1.4374 2023/03/25 15:03:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:03:24 - mmengine - INFO - Saving checkpoint at 116 epochs 2023/03/25 15:03:32 - mmengine - INFO - Epoch(val) [116][100/196] eta: 0:00:07 time: 0.0608 data_time: 0.0217 2023/03/25 15:04:01 - mmengine - INFO - Epoch(val) [116][196/196] accuracy/top1: 69.3880 accuracy/top5: 88.8320data_time: 0.0703 time: 0.1031 2023/03/25 15:04:21 - mmengine - INFO - Epoch(train) [117][ 100/5005] lr: 4.3195e-03 eta: 1 day, 22:36:39 time: 0.1844 data_time: 0.0043 loss: 1.4380 2023/03/25 15:04:40 - mmengine - INFO - Epoch(train) [117][ 200/5005] lr: 4.3195e-03 eta: 1 day, 22:36:21 time: 0.1842 data_time: 0.0042 loss: 1.2826 2023/03/25 15:04:58 - mmengine - INFO - Epoch(train) [117][ 300/5005] lr: 4.3195e-03 eta: 1 day, 22:36:04 time: 0.1855 data_time: 0.0046 loss: 1.1834 2023/03/25 15:05:17 - mmengine - INFO - Epoch(train) [117][ 400/5005] lr: 4.3195e-03 eta: 1 day, 22:35:46 time: 0.1820 data_time: 0.0045 loss: 1.3359 2023/03/25 15:05:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:05:36 - mmengine - INFO - Epoch(train) [117][ 500/5005] lr: 4.3195e-03 eta: 1 day, 22:35:28 time: 0.1841 data_time: 0.0043 loss: 1.5301 2023/03/25 15:05:55 - mmengine - INFO - Epoch(train) [117][ 600/5005] lr: 4.3195e-03 eta: 1 day, 22:35:11 time: 0.1855 data_time: 0.0043 loss: 1.2830 2023/03/25 15:06:15 - mmengine - INFO - Epoch(train) [117][ 700/5005] lr: 4.3195e-03 eta: 1 day, 22:34:54 time: 0.1852 data_time: 0.0042 loss: 1.3143 2023/03/25 15:06:33 - mmengine - INFO - Epoch(train) [117][ 800/5005] lr: 4.3195e-03 eta: 1 day, 22:34:37 time: 0.1860 data_time: 0.0045 loss: 1.4409 2023/03/25 15:06:52 - mmengine - INFO - Epoch(train) [117][ 900/5005] lr: 4.3195e-03 eta: 1 day, 22:34:19 time: 0.1853 data_time: 0.0042 loss: 1.3776 2023/03/25 15:07:11 - mmengine - INFO - Epoch(train) [117][1000/5005] lr: 4.3195e-03 eta: 1 day, 22:34:01 time: 0.1844 data_time: 0.0043 loss: 1.4427 2023/03/25 15:07:30 - mmengine - INFO - Epoch(train) [117][1100/5005] lr: 4.3195e-03 eta: 1 day, 22:33:43 time: 0.1859 data_time: 0.0044 loss: 1.5189 2023/03/25 15:07:49 - mmengine - INFO - Epoch(train) [117][1200/5005] lr: 4.3195e-03 eta: 1 day, 22:33:26 time: 0.1850 data_time: 0.0042 loss: 1.4040 2023/03/25 15:08:07 - mmengine - INFO - Epoch(train) [117][1300/5005] lr: 4.3195e-03 eta: 1 day, 22:33:08 time: 0.1854 data_time: 0.0044 loss: 1.4672 2023/03/25 15:08:26 - mmengine - INFO - Epoch(train) [117][1400/5005] lr: 4.3195e-03 eta: 1 day, 22:32:50 time: 0.1831 data_time: 0.0042 loss: 1.2100 2023/03/25 15:08:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:08:45 - mmengine - INFO - Epoch(train) [117][1500/5005] lr: 4.3195e-03 eta: 1 day, 22:32:33 time: 0.1855 data_time: 0.0042 loss: 1.3238 2023/03/25 15:09:04 - mmengine - INFO - Epoch(train) [117][1600/5005] lr: 4.3195e-03 eta: 1 day, 22:32:16 time: 0.1839 data_time: 0.0043 loss: 1.3024 2023/03/25 15:09:23 - mmengine - INFO - Epoch(train) [117][1700/5005] lr: 4.3195e-03 eta: 1 day, 22:31:58 time: 0.1857 data_time: 0.0042 loss: 1.3841 2023/03/25 15:09:42 - mmengine - INFO - Epoch(train) [117][1800/5005] lr: 4.3195e-03 eta: 1 day, 22:31:40 time: 0.1840 data_time: 0.0042 loss: 1.5110 2023/03/25 15:10:01 - mmengine - INFO - Epoch(train) [117][1900/5005] lr: 4.3195e-03 eta: 1 day, 22:31:23 time: 0.1854 data_time: 0.0042 loss: 1.3618 2023/03/25 15:10:19 - mmengine - INFO - Epoch(train) [117][2000/5005] lr: 4.3195e-03 eta: 1 day, 22:31:05 time: 0.1851 data_time: 0.0042 loss: 1.1996 2023/03/25 15:10:38 - mmengine - INFO - Epoch(train) [117][2100/5005] lr: 4.3195e-03 eta: 1 day, 22:30:47 time: 0.1843 data_time: 0.0042 loss: 1.3358 2023/03/25 15:10:57 - mmengine - INFO - Epoch(train) [117][2200/5005] lr: 4.3195e-03 eta: 1 day, 22:30:30 time: 0.1851 data_time: 0.0042 loss: 1.6127 2023/03/25 15:11:16 - mmengine - INFO - Epoch(train) [117][2300/5005] lr: 4.3195e-03 eta: 1 day, 22:30:12 time: 0.1999 data_time: 0.0042 loss: 1.4575 2023/03/25 15:11:35 - mmengine - INFO - Epoch(train) [117][2400/5005] lr: 4.3195e-03 eta: 1 day, 22:29:54 time: 0.1840 data_time: 0.0042 loss: 1.3735 2023/03/25 15:11:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:11:54 - mmengine - INFO - Epoch(train) [117][2500/5005] lr: 4.3195e-03 eta: 1 day, 22:29:37 time: 0.1843 data_time: 0.0043 loss: 1.2783 2023/03/25 15:12:13 - mmengine - INFO - Epoch(train) [117][2600/5005] lr: 4.3195e-03 eta: 1 day, 22:29:20 time: 0.1851 data_time: 0.0042 loss: 1.4171 2023/03/25 15:12:32 - mmengine - INFO - Epoch(train) [117][2700/5005] lr: 4.3195e-03 eta: 1 day, 22:29:02 time: 0.1839 data_time: 0.0043 loss: 1.3502 2023/03/25 15:12:50 - mmengine - INFO - Epoch(train) [117][2800/5005] lr: 4.3195e-03 eta: 1 day, 22:28:44 time: 0.1846 data_time: 0.0042 loss: 1.4804 2023/03/25 15:13:09 - mmengine - INFO - Epoch(train) [117][2900/5005] lr: 4.3195e-03 eta: 1 day, 22:28:26 time: 0.1865 data_time: 0.0043 loss: 1.3092 2023/03/25 15:13:28 - mmengine - INFO - Epoch(train) [117][3000/5005] lr: 4.3195e-03 eta: 1 day, 22:28:08 time: 0.1856 data_time: 0.0043 loss: 1.4390 2023/03/25 15:13:46 - mmengine - INFO - Epoch(train) [117][3100/5005] lr: 4.3195e-03 eta: 1 day, 22:27:51 time: 0.1854 data_time: 0.0042 loss: 1.5045 2023/03/25 15:14:05 - mmengine - INFO - Epoch(train) [117][3200/5005] lr: 4.3195e-03 eta: 1 day, 22:27:33 time: 0.1838 data_time: 0.0042 loss: 1.5147 2023/03/25 15:14:24 - mmengine - INFO - Epoch(train) [117][3300/5005] lr: 4.3195e-03 eta: 1 day, 22:27:16 time: 0.1854 data_time: 0.0042 loss: 1.3220 2023/03/25 15:14:43 - mmengine - INFO - Epoch(train) [117][3400/5005] lr: 4.3195e-03 eta: 1 day, 22:26:58 time: 0.1859 data_time: 0.0043 loss: 1.3496 2023/03/25 15:14:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:15:02 - mmengine - INFO - Epoch(train) [117][3500/5005] lr: 4.3195e-03 eta: 1 day, 22:26:40 time: 0.1829 data_time: 0.0044 loss: 1.2913 2023/03/25 15:15:21 - mmengine - INFO - Epoch(train) [117][3600/5005] lr: 4.3195e-03 eta: 1 day, 22:26:23 time: 0.1854 data_time: 0.0042 loss: 1.2403 2023/03/25 15:15:40 - mmengine - INFO - Epoch(train) [117][3700/5005] lr: 4.3195e-03 eta: 1 day, 22:26:06 time: 0.1839 data_time: 0.0043 loss: 1.3934 2023/03/25 15:15:59 - mmengine - INFO - Epoch(train) [117][3800/5005] lr: 4.3195e-03 eta: 1 day, 22:25:48 time: 0.1846 data_time: 0.0042 loss: 1.3734 2023/03/25 15:16:17 - mmengine - INFO - Epoch(train) [117][3900/5005] lr: 4.3195e-03 eta: 1 day, 22:25:30 time: 0.1867 data_time: 0.0043 loss: 1.5110 2023/03/25 15:16:36 - mmengine - INFO - Epoch(train) [117][4000/5005] lr: 4.3195e-03 eta: 1 day, 22:25:12 time: 0.1998 data_time: 0.0043 loss: 1.5626 2023/03/25 15:16:55 - mmengine - INFO - Epoch(train) [117][4100/5005] lr: 4.3195e-03 eta: 1 day, 22:24:55 time: 0.1853 data_time: 0.0043 loss: 1.4552 2023/03/25 15:17:14 - mmengine - INFO - Epoch(train) [117][4200/5005] lr: 4.3195e-03 eta: 1 day, 22:24:37 time: 0.1838 data_time: 0.0042 loss: 1.5295 2023/03/25 15:17:33 - mmengine - INFO - Epoch(train) [117][4300/5005] lr: 4.3195e-03 eta: 1 day, 22:24:20 time: 0.1853 data_time: 0.0042 loss: 1.4845 2023/03/25 15:17:52 - mmengine - INFO - Epoch(train) [117][4400/5005] lr: 4.3195e-03 eta: 1 day, 22:24:02 time: 0.1836 data_time: 0.0042 loss: 1.4032 2023/03/25 15:17:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:18:11 - mmengine - INFO - Epoch(train) [117][4500/5005] lr: 4.3195e-03 eta: 1 day, 22:23:45 time: 0.1851 data_time: 0.0042 loss: 1.4025 2023/03/25 15:18:30 - mmengine - INFO - Epoch(train) [117][4600/5005] lr: 4.3195e-03 eta: 1 day, 22:23:27 time: 0.1840 data_time: 0.0043 loss: 1.4478 2023/03/25 15:18:49 - mmengine - INFO - Epoch(train) [117][4700/5005] lr: 4.3195e-03 eta: 1 day, 22:23:10 time: 0.2005 data_time: 0.0042 loss: 1.4013 2023/03/25 15:19:07 - mmengine - INFO - Epoch(train) [117][4800/5005] lr: 4.3195e-03 eta: 1 day, 22:22:52 time: 0.1851 data_time: 0.0043 loss: 1.3781 2023/03/25 15:19:26 - mmengine - INFO - Epoch(train) [117][4900/5005] lr: 4.3195e-03 eta: 1 day, 22:22:34 time: 0.1846 data_time: 0.0042 loss: 1.4903 2023/03/25 15:19:45 - mmengine - INFO - Epoch(train) [117][5000/5005] lr: 4.3195e-03 eta: 1 day, 22:22:16 time: 0.1821 data_time: 0.0049 loss: 1.5025 2023/03/25 15:19:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:19:46 - mmengine - INFO - Saving checkpoint at 117 epochs 2023/03/25 15:19:54 - mmengine - INFO - Epoch(val) [117][100/196] eta: 0:00:06 time: 0.0614 data_time: 0.0221 2023/03/25 15:20:23 - mmengine - INFO - Epoch(val) [117][196/196] accuracy/top1: 69.3720 accuracy/top5: 88.8540data_time: 0.0680 time: 0.1017 2023/03/25 15:20:43 - mmengine - INFO - Epoch(train) [118][ 100/5005] lr: 4.2331e-03 eta: 1 day, 22:22:00 time: 0.1854 data_time: 0.0043 loss: 1.1988 2023/03/25 15:21:02 - mmengine - INFO - Epoch(train) [118][ 200/5005] lr: 4.2331e-03 eta: 1 day, 22:21:42 time: 0.1858 data_time: 0.0042 loss: 1.4158 2023/03/25 15:21:21 - mmengine - INFO - Epoch(train) [118][ 300/5005] lr: 4.2331e-03 eta: 1 day, 22:21:25 time: 0.1846 data_time: 0.0042 loss: 1.4367 2023/03/25 15:21:40 - mmengine - INFO - Epoch(train) [118][ 400/5005] lr: 4.2331e-03 eta: 1 day, 22:21:07 time: 0.1840 data_time: 0.0043 loss: 1.3467 2023/03/25 15:21:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:21:59 - mmengine - INFO - Epoch(train) [118][ 500/5005] lr: 4.2331e-03 eta: 1 day, 22:20:49 time: 0.2009 data_time: 0.0042 loss: 1.6248 2023/03/25 15:22:18 - mmengine - INFO - Epoch(train) [118][ 600/5005] lr: 4.2331e-03 eta: 1 day, 22:20:31 time: 0.1846 data_time: 0.0041 loss: 1.4275 2023/03/25 15:22:37 - mmengine - INFO - Epoch(train) [118][ 700/5005] lr: 4.2331e-03 eta: 1 day, 22:20:14 time: 0.1846 data_time: 0.0041 loss: 1.3504 2023/03/25 15:22:55 - mmengine - INFO - Epoch(train) [118][ 800/5005] lr: 4.2331e-03 eta: 1 day, 22:19:56 time: 0.1846 data_time: 0.0043 loss: 1.3321 2023/03/25 15:23:14 - mmengine - INFO - Epoch(train) [118][ 900/5005] lr: 4.2331e-03 eta: 1 day, 22:19:39 time: 0.1866 data_time: 0.0042 loss: 1.4048 2023/03/25 15:23:33 - mmengine - INFO - Epoch(train) [118][1000/5005] lr: 4.2331e-03 eta: 1 day, 22:19:21 time: 0.1836 data_time: 0.0042 loss: 1.4646 2023/03/25 15:23:52 - mmengine - INFO - Epoch(train) [118][1100/5005] lr: 4.2331e-03 eta: 1 day, 22:19:03 time: 0.1849 data_time: 0.0044 loss: 1.3267 2023/03/25 15:24:11 - mmengine - INFO - Epoch(train) [118][1200/5005] lr: 4.2331e-03 eta: 1 day, 22:18:46 time: 0.1858 data_time: 0.0043 loss: 1.4743 2023/03/25 15:24:30 - mmengine - INFO - Epoch(train) [118][1300/5005] lr: 4.2331e-03 eta: 1 day, 22:18:28 time: 0.1850 data_time: 0.0042 loss: 1.5401 2023/03/25 15:24:48 - mmengine - INFO - Epoch(train) [118][1400/5005] lr: 4.2331e-03 eta: 1 day, 22:18:10 time: 0.1857 data_time: 0.0042 loss: 1.3344 2023/03/25 15:24:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:25:07 - mmengine - INFO - Epoch(train) [118][1500/5005] lr: 4.2331e-03 eta: 1 day, 22:17:53 time: 0.1845 data_time: 0.0042 loss: 1.3036 2023/03/25 15:25:26 - mmengine - INFO - Epoch(train) [118][1600/5005] lr: 4.2331e-03 eta: 1 day, 22:17:35 time: 0.1853 data_time: 0.0042 loss: 1.5752 2023/03/25 15:25:45 - mmengine - INFO - Epoch(train) [118][1700/5005] lr: 4.2331e-03 eta: 1 day, 22:17:18 time: 0.1833 data_time: 0.0043 loss: 1.3295 2023/03/25 15:26:04 - mmengine - INFO - Epoch(train) [118][1800/5005] lr: 4.2331e-03 eta: 1 day, 22:17:00 time: 0.1846 data_time: 0.0042 loss: 1.3793 2023/03/25 15:26:23 - mmengine - INFO - Epoch(train) [118][1900/5005] lr: 4.2331e-03 eta: 1 day, 22:16:42 time: 0.1851 data_time: 0.0042 loss: 1.4667 2023/03/25 15:26:42 - mmengine - INFO - Epoch(train) [118][2000/5005] lr: 4.2331e-03 eta: 1 day, 22:16:25 time: 0.1845 data_time: 0.0042 loss: 1.6240 2023/03/25 15:27:01 - mmengine - INFO - Epoch(train) [118][2100/5005] lr: 4.2331e-03 eta: 1 day, 22:16:08 time: 0.1847 data_time: 0.0043 loss: 1.3094 2023/03/25 15:27:20 - mmengine - INFO - Epoch(train) [118][2200/5005] lr: 4.2331e-03 eta: 1 day, 22:15:50 time: 0.1834 data_time: 0.0043 loss: 1.6706 2023/03/25 15:27:38 - mmengine - INFO - Epoch(train) [118][2300/5005] lr: 4.2331e-03 eta: 1 day, 22:15:32 time: 0.1835 data_time: 0.0044 loss: 1.4037 2023/03/25 15:27:57 - mmengine - INFO - Epoch(train) [118][2400/5005] lr: 4.2331e-03 eta: 1 day, 22:15:14 time: 0.1849 data_time: 0.0042 loss: 1.3506 2023/03/25 15:28:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:28:16 - mmengine - INFO - Epoch(train) [118][2500/5005] lr: 4.2331e-03 eta: 1 day, 22:14:57 time: 0.1843 data_time: 0.0042 loss: 1.2236 2023/03/25 15:28:35 - mmengine - INFO - Epoch(train) [118][2600/5005] lr: 4.2331e-03 eta: 1 day, 22:14:39 time: 0.1832 data_time: 0.0042 loss: 1.4991 2023/03/25 15:28:54 - mmengine - INFO - Epoch(train) [118][2700/5005] lr: 4.2331e-03 eta: 1 day, 22:14:21 time: 0.1857 data_time: 0.0042 loss: 1.3704 2023/03/25 15:29:13 - mmengine - INFO - Epoch(train) [118][2800/5005] lr: 4.2331e-03 eta: 1 day, 22:14:04 time: 0.1856 data_time: 0.0043 loss: 1.3689 2023/03/25 15:29:32 - mmengine - INFO - Epoch(train) [118][2900/5005] lr: 4.2331e-03 eta: 1 day, 22:13:46 time: 0.2109 data_time: 0.0043 loss: 1.4388 2023/03/25 15:29:50 - mmengine - INFO - Epoch(train) [118][3000/5005] lr: 4.2331e-03 eta: 1 day, 22:13:29 time: 0.1847 data_time: 0.0042 loss: 1.4774 2023/03/25 15:30:09 - mmengine - INFO - Epoch(train) [118][3100/5005] lr: 4.2331e-03 eta: 1 day, 22:13:11 time: 0.1839 data_time: 0.0042 loss: 1.4498 2023/03/25 15:30:28 - mmengine - INFO - Epoch(train) [118][3200/5005] lr: 4.2331e-03 eta: 1 day, 22:12:53 time: 0.1834 data_time: 0.0042 loss: 1.3488 2023/03/25 15:30:47 - mmengine - INFO - Epoch(train) [118][3300/5005] lr: 4.2331e-03 eta: 1 day, 22:12:35 time: 0.1848 data_time: 0.0042 loss: 1.4312 2023/03/25 15:31:06 - mmengine - INFO - Epoch(train) [118][3400/5005] lr: 4.2331e-03 eta: 1 day, 22:12:18 time: 0.1995 data_time: 0.0042 loss: 1.2839 2023/03/25 15:31:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:31:25 - mmengine - INFO - Epoch(train) [118][3500/5005] lr: 4.2331e-03 eta: 1 day, 22:12:01 time: 0.1832 data_time: 0.0043 loss: 1.4344 2023/03/25 15:31:43 - mmengine - INFO - Epoch(train) [118][3600/5005] lr: 4.2331e-03 eta: 1 day, 22:11:43 time: 0.1849 data_time: 0.0042 loss: 1.4225 2023/03/25 15:32:02 - mmengine - INFO - Epoch(train) [118][3700/5005] lr: 4.2331e-03 eta: 1 day, 22:11:25 time: 0.1844 data_time: 0.0043 loss: 1.3503 2023/03/25 15:32:21 - mmengine - INFO - Epoch(train) [118][3800/5005] lr: 4.2331e-03 eta: 1 day, 22:11:07 time: 0.1858 data_time: 0.0043 loss: 1.2427 2023/03/25 15:32:40 - mmengine - INFO - Epoch(train) [118][3900/5005] lr: 4.2331e-03 eta: 1 day, 22:10:50 time: 0.1843 data_time: 0.0042 loss: 1.4602 2023/03/25 15:32:59 - mmengine - INFO - Epoch(train) [118][4000/5005] lr: 4.2331e-03 eta: 1 day, 22:10:32 time: 0.1853 data_time: 0.0042 loss: 1.4637 2023/03/25 15:33:18 - mmengine - INFO - Epoch(train) [118][4100/5005] lr: 4.2331e-03 eta: 1 day, 22:10:15 time: 0.1834 data_time: 0.0042 loss: 1.4595 2023/03/25 15:33:37 - mmengine - INFO - Epoch(train) [118][4200/5005] lr: 4.2331e-03 eta: 1 day, 22:09:57 time: 0.1846 data_time: 0.0045 loss: 1.3044 2023/03/25 15:33:55 - mmengine - INFO - Epoch(train) [118][4300/5005] lr: 4.2331e-03 eta: 1 day, 22:09:39 time: 0.1837 data_time: 0.0042 loss: 1.5535 2023/03/25 15:34:14 - mmengine - INFO - Epoch(train) [118][4400/5005] lr: 4.2331e-03 eta: 1 day, 22:09:22 time: 0.1846 data_time: 0.0042 loss: 1.3058 2023/03/25 15:34:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:34:33 - mmengine - INFO - Epoch(train) [118][4500/5005] lr: 4.2331e-03 eta: 1 day, 22:09:04 time: 0.1837 data_time: 0.0043 loss: 1.5082 2023/03/25 15:34:52 - mmengine - INFO - Epoch(train) [118][4600/5005] lr: 4.2331e-03 eta: 1 day, 22:08:46 time: 0.1842 data_time: 0.0042 loss: 1.4126 2023/03/25 15:35:11 - mmengine - INFO - Epoch(train) [118][4700/5005] lr: 4.2331e-03 eta: 1 day, 22:08:28 time: 0.1849 data_time: 0.0043 loss: 1.3595 2023/03/25 15:35:29 - mmengine - INFO - Epoch(train) [118][4800/5005] lr: 4.2331e-03 eta: 1 day, 22:08:11 time: 0.1847 data_time: 0.0042 loss: 1.5967 2023/03/25 15:35:49 - mmengine - INFO - Epoch(train) [118][4900/5005] lr: 4.2331e-03 eta: 1 day, 22:07:54 time: 0.1835 data_time: 0.0042 loss: 1.4375 2023/03/25 15:36:07 - mmengine - INFO - Epoch(train) [118][5000/5005] lr: 4.2331e-03 eta: 1 day, 22:07:36 time: 0.1834 data_time: 0.0050 loss: 1.6165 2023/03/25 15:36:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:36:09 - mmengine - INFO - Saving checkpoint at 118 epochs 2023/03/25 15:36:17 - mmengine - INFO - Epoch(val) [118][100/196] eta: 0:00:06 time: 0.0407 data_time: 0.0008 2023/03/25 15:36:46 - mmengine - INFO - Epoch(val) [118][196/196] accuracy/top1: 69.5620 accuracy/top5: 88.9620data_time: 0.0678 time: 0.1010 2023/03/25 15:37:05 - mmengine - INFO - Epoch(train) [119][ 100/5005] lr: 4.1485e-03 eta: 1 day, 22:07:19 time: 0.1845 data_time: 0.0044 loss: 1.5073 2023/03/25 15:37:24 - mmengine - INFO - Epoch(train) [119][ 200/5005] lr: 4.1485e-03 eta: 1 day, 22:07:01 time: 0.1846 data_time: 0.0043 loss: 1.3188 2023/03/25 15:37:43 - mmengine - INFO - Epoch(train) [119][ 300/5005] lr: 4.1485e-03 eta: 1 day, 22:06:43 time: 0.1844 data_time: 0.0042 loss: 1.5287 2023/03/25 15:38:02 - mmengine - INFO - Epoch(train) [119][ 400/5005] lr: 4.1485e-03 eta: 1 day, 22:06:26 time: 0.1843 data_time: 0.0042 loss: 1.2442 2023/03/25 15:38:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:38:21 - mmengine - INFO - Epoch(train) [119][ 500/5005] lr: 4.1485e-03 eta: 1 day, 22:06:08 time: 0.1835 data_time: 0.0043 loss: 1.3078 2023/03/25 15:38:39 - mmengine - INFO - Epoch(train) [119][ 600/5005] lr: 4.1485e-03 eta: 1 day, 22:05:50 time: 0.1857 data_time: 0.0043 loss: 1.4058 2023/03/25 15:38:58 - mmengine - INFO - Epoch(train) [119][ 700/5005] lr: 4.1485e-03 eta: 1 day, 22:05:32 time: 0.1838 data_time: 0.0043 loss: 1.3868 2023/03/25 15:39:17 - mmengine - INFO - Epoch(train) [119][ 800/5005] lr: 4.1485e-03 eta: 1 day, 22:05:15 time: 0.1839 data_time: 0.0043 loss: 1.3087 2023/03/25 15:39:36 - mmengine - INFO - Epoch(train) [119][ 900/5005] lr: 4.1485e-03 eta: 1 day, 22:04:57 time: 0.1863 data_time: 0.0043 loss: 1.4517 2023/03/25 15:39:55 - mmengine - INFO - Epoch(train) [119][1000/5005] lr: 4.1485e-03 eta: 1 day, 22:04:39 time: 0.1845 data_time: 0.0043 loss: 1.4676 2023/03/25 15:40:14 - mmengine - INFO - Epoch(train) [119][1100/5005] lr: 4.1485e-03 eta: 1 day, 22:04:22 time: 0.1827 data_time: 0.0043 loss: 1.5461 2023/03/25 15:40:33 - mmengine - INFO - Epoch(train) [119][1200/5005] lr: 4.1485e-03 eta: 1 day, 22:04:05 time: 0.1826 data_time: 0.0043 loss: 1.2842 2023/03/25 15:40:52 - mmengine - INFO - Epoch(train) [119][1300/5005] lr: 4.1485e-03 eta: 1 day, 22:03:47 time: 0.1838 data_time: 0.0043 loss: 1.5924 2023/03/25 15:41:10 - mmengine - INFO - Epoch(train) [119][1400/5005] lr: 4.1485e-03 eta: 1 day, 22:03:29 time: 0.1835 data_time: 0.0043 loss: 1.2784 2023/03/25 15:41:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:41:30 - mmengine - INFO - Epoch(train) [119][1500/5005] lr: 4.1485e-03 eta: 1 day, 22:03:12 time: 0.2030 data_time: 0.0042 loss: 1.4111 2023/03/25 15:41:48 - mmengine - INFO - Epoch(train) [119][1600/5005] lr: 4.1485e-03 eta: 1 day, 22:02:54 time: 0.1833 data_time: 0.0044 loss: 1.4273 2023/03/25 15:42:07 - mmengine - INFO - Epoch(train) [119][1700/5005] lr: 4.1485e-03 eta: 1 day, 22:02:36 time: 0.1858 data_time: 0.0043 loss: 1.2994 2023/03/25 15:42:26 - mmengine - INFO - Epoch(train) [119][1800/5005] lr: 4.1485e-03 eta: 1 day, 22:02:18 time: 0.1835 data_time: 0.0042 loss: 1.5248 2023/03/25 15:42:45 - mmengine - INFO - Epoch(train) [119][1900/5005] lr: 4.1485e-03 eta: 1 day, 22:02:01 time: 0.1854 data_time: 0.0042 loss: 1.2290 2023/03/25 15:43:03 - mmengine - INFO - Epoch(train) [119][2000/5005] lr: 4.1485e-03 eta: 1 day, 22:01:43 time: 0.1851 data_time: 0.0042 loss: 1.4797 2023/03/25 15:43:23 - mmengine - INFO - Epoch(train) [119][2100/5005] lr: 4.1485e-03 eta: 1 day, 22:01:26 time: 0.1856 data_time: 0.0043 loss: 1.4135 2023/03/25 15:43:42 - mmengine - INFO - Epoch(train) [119][2200/5005] lr: 4.1485e-03 eta: 1 day, 22:01:09 time: 0.1855 data_time: 0.0043 loss: 1.3929 2023/03/25 15:44:01 - mmengine - INFO - Epoch(train) [119][2300/5005] lr: 4.1485e-03 eta: 1 day, 22:00:51 time: 0.1837 data_time: 0.0042 loss: 1.3476 2023/03/25 15:44:19 - mmengine - INFO - Epoch(train) [119][2400/5005] lr: 4.1485e-03 eta: 1 day, 22:00:33 time: 0.1831 data_time: 0.0043 loss: 1.5183 2023/03/25 15:44:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:44:38 - mmengine - INFO - Epoch(train) [119][2500/5005] lr: 4.1485e-03 eta: 1 day, 22:00:16 time: 0.1818 data_time: 0.0041 loss: 1.6583 2023/03/25 15:44:57 - mmengine - INFO - Epoch(train) [119][2600/5005] lr: 4.1485e-03 eta: 1 day, 21:59:58 time: 0.1857 data_time: 0.0044 loss: 1.3926 2023/03/25 15:45:16 - mmengine - INFO - Epoch(train) [119][2700/5005] lr: 4.1485e-03 eta: 1 day, 21:59:40 time: 0.1846 data_time: 0.0043 loss: 1.3134 2023/03/25 15:45:34 - mmengine - INFO - Epoch(train) [119][2800/5005] lr: 4.1485e-03 eta: 1 day, 21:59:22 time: 0.1827 data_time: 0.0043 loss: 1.4027 2023/03/25 15:45:53 - mmengine - INFO - Epoch(train) [119][2900/5005] lr: 4.1485e-03 eta: 1 day, 21:59:04 time: 0.1836 data_time: 0.0043 loss: 1.3922 2023/03/25 15:46:13 - mmengine - INFO - Epoch(train) [119][3000/5005] lr: 4.1485e-03 eta: 1 day, 21:58:48 time: 0.1847 data_time: 0.0043 loss: 1.4523 2023/03/25 15:46:32 - mmengine - INFO - Epoch(train) [119][3100/5005] lr: 4.1485e-03 eta: 1 day, 21:58:30 time: 0.1853 data_time: 0.0043 loss: 1.1824 2023/03/25 15:46:50 - mmengine - INFO - Epoch(train) [119][3200/5005] lr: 4.1485e-03 eta: 1 day, 21:58:12 time: 0.1845 data_time: 0.0043 loss: 1.5121 2023/03/25 15:47:09 - mmengine - INFO - Epoch(train) [119][3300/5005] lr: 4.1485e-03 eta: 1 day, 21:57:54 time: 0.1846 data_time: 0.0043 loss: 1.5615 2023/03/25 15:47:28 - mmengine - INFO - Epoch(train) [119][3400/5005] lr: 4.1485e-03 eta: 1 day, 21:57:37 time: 0.1846 data_time: 0.0042 loss: 1.2199 2023/03/25 15:47:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:47:47 - mmengine - INFO - Epoch(train) [119][3500/5005] lr: 4.1485e-03 eta: 1 day, 21:57:19 time: 0.1832 data_time: 0.0044 loss: 1.5518 2023/03/25 15:48:06 - mmengine - INFO - Epoch(train) [119][3600/5005] lr: 4.1485e-03 eta: 1 day, 21:57:02 time: 0.1859 data_time: 0.0045 loss: 1.4541 2023/03/25 15:48:25 - mmengine - INFO - Epoch(train) [119][3700/5005] lr: 4.1485e-03 eta: 1 day, 21:56:44 time: 0.1885 data_time: 0.0043 loss: 1.3430 2023/03/25 15:48:43 - mmengine - INFO - Epoch(train) [119][3800/5005] lr: 4.1485e-03 eta: 1 day, 21:56:26 time: 0.1843 data_time: 0.0042 loss: 1.4417 2023/03/25 15:49:02 - mmengine - INFO - Epoch(train) [119][3900/5005] lr: 4.1485e-03 eta: 1 day, 21:56:09 time: 0.2100 data_time: 0.0043 loss: 1.3423 2023/03/25 15:49:21 - mmengine - INFO - Epoch(train) [119][4000/5005] lr: 4.1485e-03 eta: 1 day, 21:55:51 time: 0.1860 data_time: 0.0043 loss: 1.2741 2023/03/25 15:49:40 - mmengine - INFO - Epoch(train) [119][4100/5005] lr: 4.1485e-03 eta: 1 day, 21:55:34 time: 0.1847 data_time: 0.0043 loss: 1.4058 2023/03/25 15:49:59 - mmengine - INFO - Epoch(train) [119][4200/5005] lr: 4.1485e-03 eta: 1 day, 21:55:16 time: 0.1860 data_time: 0.0043 loss: 1.4240 2023/03/25 15:50:18 - mmengine - INFO - Epoch(train) [119][4300/5005] lr: 4.1485e-03 eta: 1 day, 21:54:58 time: 0.1845 data_time: 0.0043 loss: 1.4666 2023/03/25 15:50:37 - mmengine - INFO - Epoch(train) [119][4400/5005] lr: 4.1485e-03 eta: 1 day, 21:54:41 time: 0.1864 data_time: 0.0044 loss: 1.5830 2023/03/25 15:50:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:50:56 - mmengine - INFO - Epoch(train) [119][4500/5005] lr: 4.1485e-03 eta: 1 day, 21:54:23 time: 0.2102 data_time: 0.0043 loss: 1.2655 2023/03/25 15:51:14 - mmengine - INFO - Epoch(train) [119][4600/5005] lr: 4.1485e-03 eta: 1 day, 21:54:05 time: 0.1848 data_time: 0.0043 loss: 1.3053 2023/03/25 15:51:33 - mmengine - INFO - Epoch(train) [119][4700/5005] lr: 4.1485e-03 eta: 1 day, 21:53:47 time: 0.1845 data_time: 0.0043 loss: 1.3820 2023/03/25 15:51:52 - mmengine - INFO - Epoch(train) [119][4800/5005] lr: 4.1485e-03 eta: 1 day, 21:53:29 time: 0.1855 data_time: 0.0042 loss: 1.3946 2023/03/25 15:52:11 - mmengine - INFO - Epoch(train) [119][4900/5005] lr: 4.1485e-03 eta: 1 day, 21:53:12 time: 0.1830 data_time: 0.0042 loss: 1.3700 2023/03/25 15:52:30 - mmengine - INFO - Epoch(train) [119][5000/5005] lr: 4.1485e-03 eta: 1 day, 21:52:54 time: 0.1811 data_time: 0.0049 loss: 1.4028 2023/03/25 15:52:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:52:31 - mmengine - INFO - Saving checkpoint at 119 epochs 2023/03/25 15:52:39 - mmengine - INFO - Epoch(val) [119][100/196] eta: 0:00:06 time: 0.0624 data_time: 0.0227 2023/03/25 15:53:08 - mmengine - INFO - Epoch(val) [119][196/196] accuracy/top1: 69.4380 accuracy/top5: 88.9920data_time: 0.0668 time: 0.1020 2023/03/25 15:53:28 - mmengine - INFO - Epoch(train) [120][ 100/5005] lr: 4.0655e-03 eta: 1 day, 21:52:38 time: 0.1853 data_time: 0.0042 loss: 1.4299 2023/03/25 15:53:47 - mmengine - INFO - Epoch(train) [120][ 200/5005] lr: 4.0655e-03 eta: 1 day, 21:52:20 time: 0.1854 data_time: 0.0043 loss: 1.1369 2023/03/25 15:54:05 - mmengine - INFO - Epoch(train) [120][ 300/5005] lr: 4.0655e-03 eta: 1 day, 21:52:02 time: 0.1833 data_time: 0.0043 loss: 1.4191 2023/03/25 15:54:24 - mmengine - INFO - Epoch(train) [120][ 400/5005] lr: 4.0655e-03 eta: 1 day, 21:51:44 time: 0.1841 data_time: 0.0043 loss: 1.4956 2023/03/25 15:54:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:54:43 - mmengine - INFO - Epoch(train) [120][ 500/5005] lr: 4.0655e-03 eta: 1 day, 21:51:26 time: 0.1844 data_time: 0.0042 loss: 1.3454 2023/03/25 15:55:02 - mmengine - INFO - Epoch(train) [120][ 600/5005] lr: 4.0655e-03 eta: 1 day, 21:51:09 time: 0.1825 data_time: 0.0043 loss: 1.3519 2023/03/25 15:55:20 - mmengine - INFO - Epoch(train) [120][ 700/5005] lr: 4.0655e-03 eta: 1 day, 21:50:51 time: 0.1841 data_time: 0.0043 loss: 1.3881 2023/03/25 15:55:39 - mmengine - INFO - Epoch(train) [120][ 800/5005] lr: 4.0655e-03 eta: 1 day, 21:50:33 time: 0.1845 data_time: 0.0042 loss: 1.3935 2023/03/25 15:55:59 - mmengine - INFO - Epoch(train) [120][ 900/5005] lr: 4.0655e-03 eta: 1 day, 21:50:16 time: 0.2092 data_time: 0.0043 loss: 1.2200 2023/03/25 15:56:17 - mmengine - INFO - Epoch(train) [120][1000/5005] lr: 4.0655e-03 eta: 1 day, 21:49:58 time: 0.1850 data_time: 0.0043 loss: 1.4599 2023/03/25 15:56:36 - mmengine - INFO - Epoch(train) [120][1100/5005] lr: 4.0655e-03 eta: 1 day, 21:49:41 time: 0.1837 data_time: 0.0042 loss: 1.3366 2023/03/25 15:56:55 - mmengine - INFO - Epoch(train) [120][1200/5005] lr: 4.0655e-03 eta: 1 day, 21:49:24 time: 0.1843 data_time: 0.0043 loss: 1.2821 2023/03/25 15:57:14 - mmengine - INFO - Epoch(train) [120][1300/5005] lr: 4.0655e-03 eta: 1 day, 21:49:06 time: 0.1847 data_time: 0.0043 loss: 1.4492 2023/03/25 15:57:33 - mmengine - INFO - Epoch(train) [120][1400/5005] lr: 4.0655e-03 eta: 1 day, 21:48:48 time: 0.1845 data_time: 0.0043 loss: 1.4855 2023/03/25 15:57:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 15:57:52 - mmengine - INFO - Epoch(train) [120][1500/5005] lr: 4.0655e-03 eta: 1 day, 21:48:30 time: 0.1849 data_time: 0.0043 loss: 1.3656 2023/03/25 15:58:11 - mmengine - INFO - Epoch(train) [120][1600/5005] lr: 4.0655e-03 eta: 1 day, 21:48:13 time: 0.1837 data_time: 0.0043 loss: 1.5228 2023/03/25 15:58:30 - mmengine - INFO - Epoch(train) [120][1700/5005] lr: 4.0655e-03 eta: 1 day, 21:47:55 time: 0.1842 data_time: 0.0044 loss: 1.4041 2023/03/25 15:58:48 - mmengine - INFO - Epoch(train) [120][1800/5005] lr: 4.0655e-03 eta: 1 day, 21:47:37 time: 0.1857 data_time: 0.0043 loss: 1.3842 2023/03/25 15:59:07 - mmengine - INFO - Epoch(train) [120][1900/5005] lr: 4.0655e-03 eta: 1 day, 21:47:20 time: 0.1848 data_time: 0.0043 loss: 1.2775 2023/03/25 15:59:26 - mmengine - INFO - Epoch(train) [120][2000/5005] lr: 4.0655e-03 eta: 1 day, 21:47:02 time: 0.1839 data_time: 0.0043 loss: 1.5106 2023/03/25 15:59:45 - mmengine - INFO - Epoch(train) [120][2100/5005] lr: 4.0655e-03 eta: 1 day, 21:46:45 time: 0.1851 data_time: 0.0043 loss: 1.1853 2023/03/25 16:00:04 - mmengine - INFO - Epoch(train) [120][2200/5005] lr: 4.0655e-03 eta: 1 day, 21:46:27 time: 0.1855 data_time: 0.0043 loss: 1.5137 2023/03/25 16:00:23 - mmengine - INFO - Epoch(train) [120][2300/5005] lr: 4.0655e-03 eta: 1 day, 21:46:09 time: 0.1853 data_time: 0.0043 loss: 1.5733 2023/03/25 16:00:42 - mmengine - INFO - Epoch(train) [120][2400/5005] lr: 4.0655e-03 eta: 1 day, 21:45:52 time: 0.1845 data_time: 0.0043 loss: 1.6755 2023/03/25 16:00:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:01:01 - mmengine - INFO - Epoch(train) [120][2500/5005] lr: 4.0655e-03 eta: 1 day, 21:45:34 time: 0.1845 data_time: 0.0045 loss: 1.3467 2023/03/25 16:01:20 - mmengine - INFO - Epoch(train) [120][2600/5005] lr: 4.0655e-03 eta: 1 day, 21:45:16 time: 0.1848 data_time: 0.0046 loss: 1.3193 2023/03/25 16:01:38 - mmengine - INFO - Epoch(train) [120][2700/5005] lr: 4.0655e-03 eta: 1 day, 21:44:59 time: 0.1848 data_time: 0.0044 loss: 1.2304 2023/03/25 16:01:57 - mmengine - INFO - Epoch(train) [120][2800/5005] lr: 4.0655e-03 eta: 1 day, 21:44:41 time: 0.1830 data_time: 0.0043 loss: 1.3912 2023/03/25 16:02:16 - mmengine - INFO - Epoch(train) [120][2900/5005] lr: 4.0655e-03 eta: 1 day, 21:44:23 time: 0.1835 data_time: 0.0042 loss: 1.6028 2023/03/25 16:02:35 - mmengine - INFO - Epoch(train) [120][3000/5005] lr: 4.0655e-03 eta: 1 day, 21:44:06 time: 0.1865 data_time: 0.0043 loss: 1.4680 2023/03/25 16:02:54 - mmengine - INFO - Epoch(train) [120][3100/5005] lr: 4.0655e-03 eta: 1 day, 21:43:49 time: 0.1821 data_time: 0.0043 loss: 1.4758 2023/03/25 16:03:13 - mmengine - INFO - Epoch(train) [120][3200/5005] lr: 4.0655e-03 eta: 1 day, 21:43:31 time: 0.1965 data_time: 0.0043 loss: 1.4401 2023/03/25 16:03:32 - mmengine - INFO - Epoch(train) [120][3300/5005] lr: 4.0655e-03 eta: 1 day, 21:43:13 time: 0.1857 data_time: 0.0043 loss: 1.6480 2023/03/25 16:03:51 - mmengine - INFO - Epoch(train) [120][3400/5005] lr: 4.0655e-03 eta: 1 day, 21:42:55 time: 0.1828 data_time: 0.0043 loss: 1.3236 2023/03/25 16:03:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:04:09 - mmengine - INFO - Epoch(train) [120][3500/5005] lr: 4.0655e-03 eta: 1 day, 21:42:38 time: 0.1830 data_time: 0.0043 loss: 1.3771 2023/03/25 16:04:28 - mmengine - INFO - Epoch(train) [120][3600/5005] lr: 4.0655e-03 eta: 1 day, 21:42:20 time: 0.1830 data_time: 0.0043 loss: 1.3259 2023/03/25 16:04:47 - mmengine - INFO - Epoch(train) [120][3700/5005] lr: 4.0655e-03 eta: 1 day, 21:42:03 time: 0.1839 data_time: 0.0043 loss: 1.4698 2023/03/25 16:05:07 - mmengine - INFO - Epoch(train) [120][3800/5005] lr: 4.0655e-03 eta: 1 day, 21:41:45 time: 0.1853 data_time: 0.0043 loss: 1.3470 2023/03/25 16:05:25 - mmengine - INFO - Epoch(train) [120][3900/5005] lr: 4.0655e-03 eta: 1 day, 21:41:27 time: 0.1844 data_time: 0.0042 loss: 1.3143 2023/03/25 16:05:44 - mmengine - INFO - Epoch(train) [120][4000/5005] lr: 4.0655e-03 eta: 1 day, 21:41:10 time: 0.1843 data_time: 0.0042 loss: 1.3512 2023/03/25 16:06:03 - mmengine - INFO - Epoch(train) [120][4100/5005] lr: 4.0655e-03 eta: 1 day, 21:40:52 time: 0.1854 data_time: 0.0043 loss: 1.3589 2023/03/25 16:06:22 - mmengine - INFO - Epoch(train) [120][4200/5005] lr: 4.0655e-03 eta: 1 day, 21:40:34 time: 0.1867 data_time: 0.0043 loss: 1.4291 2023/03/25 16:06:41 - mmengine - INFO - Epoch(train) [120][4300/5005] lr: 4.0655e-03 eta: 1 day, 21:40:17 time: 0.1865 data_time: 0.0042 loss: 1.5109 2023/03/25 16:07:00 - mmengine - INFO - Epoch(train) [120][4400/5005] lr: 4.0655e-03 eta: 1 day, 21:39:59 time: 0.2112 data_time: 0.0043 loss: 1.3111 2023/03/25 16:07:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:07:18 - mmengine - INFO - Epoch(train) [120][4500/5005] lr: 4.0655e-03 eta: 1 day, 21:39:41 time: 0.1842 data_time: 0.0044 loss: 1.1671 2023/03/25 16:07:37 - mmengine - INFO - Epoch(train) [120][4600/5005] lr: 4.0655e-03 eta: 1 day, 21:39:24 time: 0.1861 data_time: 0.0043 loss: 1.5999 2023/03/25 16:07:56 - mmengine - INFO - Epoch(train) [120][4700/5005] lr: 4.0655e-03 eta: 1 day, 21:39:06 time: 0.1838 data_time: 0.0043 loss: 1.3016 2023/03/25 16:08:15 - mmengine - INFO - Epoch(train) [120][4800/5005] lr: 4.0655e-03 eta: 1 day, 21:38:49 time: 0.1845 data_time: 0.0045 loss: 1.5926 2023/03/25 16:08:34 - mmengine - INFO - Epoch(train) [120][4900/5005] lr: 4.0655e-03 eta: 1 day, 21:38:31 time: 0.1845 data_time: 0.0043 loss: 1.3467 2023/03/25 16:08:53 - mmengine - INFO - Epoch(train) [120][5000/5005] lr: 4.0655e-03 eta: 1 day, 21:38:13 time: 0.1835 data_time: 0.0049 loss: 1.5013 2023/03/25 16:08:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:08:54 - mmengine - INFO - Saving checkpoint at 120 epochs 2023/03/25 16:09:02 - mmengine - INFO - Epoch(val) [120][100/196] eta: 0:00:06 time: 0.0606 data_time: 0.0210 2023/03/25 16:09:31 - mmengine - INFO - Epoch(val) [120][196/196] accuracy/top1: 69.2440 accuracy/top5: 88.9080data_time: 0.0682 time: 0.1014 2023/03/25 16:09:51 - mmengine - INFO - Epoch(train) [121][ 100/5005] lr: 3.9842e-03 eta: 1 day, 21:37:57 time: 0.2070 data_time: 0.0044 loss: 1.3484 2023/03/25 16:10:10 - mmengine - INFO - Epoch(train) [121][ 200/5005] lr: 3.9842e-03 eta: 1 day, 21:37:39 time: 0.1853 data_time: 0.0044 loss: 1.3105 2023/03/25 16:10:29 - mmengine - INFO - Epoch(train) [121][ 300/5005] lr: 3.9842e-03 eta: 1 day, 21:37:21 time: 0.1846 data_time: 0.0043 loss: 1.5584 2023/03/25 16:10:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:10:48 - mmengine - INFO - Epoch(train) [121][ 400/5005] lr: 3.9842e-03 eta: 1 day, 21:37:04 time: 0.1858 data_time: 0.0046 loss: 1.3122 2023/03/25 16:11:06 - mmengine - INFO - Epoch(train) [121][ 500/5005] lr: 3.9842e-03 eta: 1 day, 21:36:46 time: 0.1831 data_time: 0.0044 loss: 1.3949 2023/03/25 16:11:25 - mmengine - INFO - Epoch(train) [121][ 600/5005] lr: 3.9842e-03 eta: 1 day, 21:36:28 time: 0.1859 data_time: 0.0045 loss: 1.1602 2023/03/25 16:11:44 - mmengine - INFO - Epoch(train) [121][ 700/5005] lr: 3.9842e-03 eta: 1 day, 21:36:11 time: 0.2281 data_time: 0.0044 loss: 1.3339 2023/03/25 16:12:03 - mmengine - INFO - Epoch(train) [121][ 800/5005] lr: 3.9842e-03 eta: 1 day, 21:35:53 time: 0.1854 data_time: 0.0044 loss: 1.4367 2023/03/25 16:12:22 - mmengine - INFO - Epoch(train) [121][ 900/5005] lr: 3.9842e-03 eta: 1 day, 21:35:35 time: 0.1856 data_time: 0.0044 loss: 1.4525 2023/03/25 16:12:41 - mmengine - INFO - Epoch(train) [121][1000/5005] lr: 3.9842e-03 eta: 1 day, 21:35:18 time: 0.1836 data_time: 0.0044 loss: 1.3728 2023/03/25 16:13:00 - mmengine - INFO - Epoch(train) [121][1100/5005] lr: 3.9842e-03 eta: 1 day, 21:35:00 time: 0.1836 data_time: 0.0044 loss: 1.3231 2023/03/25 16:13:19 - mmengine - INFO - Epoch(train) [121][1200/5005] lr: 3.9842e-03 eta: 1 day, 21:34:42 time: 0.1839 data_time: 0.0044 loss: 1.3578 2023/03/25 16:13:37 - mmengine - INFO - Epoch(train) [121][1300/5005] lr: 3.9842e-03 eta: 1 day, 21:34:25 time: 0.1850 data_time: 0.0044 loss: 1.4668 2023/03/25 16:13:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:13:56 - mmengine - INFO - Epoch(train) [121][1400/5005] lr: 3.9842e-03 eta: 1 day, 21:34:07 time: 0.1855 data_time: 0.0044 loss: 1.2822 2023/03/25 16:14:15 - mmengine - INFO - Epoch(train) [121][1500/5005] lr: 3.9842e-03 eta: 1 day, 21:33:49 time: 0.1861 data_time: 0.0044 loss: 1.3943 2023/03/25 16:14:34 - mmengine - INFO - Epoch(train) [121][1600/5005] lr: 3.9842e-03 eta: 1 day, 21:33:32 time: 0.1859 data_time: 0.0044 loss: 1.4095 2023/03/25 16:14:53 - mmengine - INFO - Epoch(train) [121][1700/5005] lr: 3.9842e-03 eta: 1 day, 21:33:14 time: 0.1854 data_time: 0.0044 loss: 1.3200 2023/03/25 16:15:12 - mmengine - INFO - Epoch(train) [121][1800/5005] lr: 3.9842e-03 eta: 1 day, 21:32:57 time: 0.1843 data_time: 0.0045 loss: 1.2684 2023/03/25 16:15:31 - mmengine - INFO - Epoch(train) [121][1900/5005] lr: 3.9842e-03 eta: 1 day, 21:32:39 time: 0.1839 data_time: 0.0044 loss: 1.3148 2023/03/25 16:15:50 - mmengine - INFO - Epoch(train) [121][2000/5005] lr: 3.9842e-03 eta: 1 day, 21:32:21 time: 0.1841 data_time: 0.0044 loss: 1.3523 2023/03/25 16:16:09 - mmengine - INFO - Epoch(train) [121][2100/5005] lr: 3.9842e-03 eta: 1 day, 21:32:04 time: 0.1846 data_time: 0.0044 loss: 1.5874 2023/03/25 16:16:27 - mmengine - INFO - Epoch(train) [121][2200/5005] lr: 3.9842e-03 eta: 1 day, 21:31:46 time: 0.1852 data_time: 0.0047 loss: 1.4272 2023/03/25 16:16:46 - mmengine - INFO - Epoch(train) [121][2300/5005] lr: 3.9842e-03 eta: 1 day, 21:31:28 time: 0.1838 data_time: 0.0044 loss: 1.4787 2023/03/25 16:17:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:17:05 - mmengine - INFO - Epoch(train) [121][2400/5005] lr: 3.9842e-03 eta: 1 day, 21:31:11 time: 0.1862 data_time: 0.0044 loss: 1.2633 2023/03/25 16:17:24 - mmengine - INFO - Epoch(train) [121][2500/5005] lr: 3.9842e-03 eta: 1 day, 21:30:53 time: 0.1855 data_time: 0.0044 loss: 1.3631 2023/03/25 16:17:43 - mmengine - INFO - Epoch(train) [121][2600/5005] lr: 3.9842e-03 eta: 1 day, 21:30:35 time: 0.1830 data_time: 0.0044 loss: 1.4311 2023/03/25 16:18:02 - mmengine - INFO - Epoch(train) [121][2700/5005] lr: 3.9842e-03 eta: 1 day, 21:30:18 time: 0.1851 data_time: 0.0043 loss: 1.3430 2023/03/25 16:18:20 - mmengine - INFO - Epoch(train) [121][2800/5005] lr: 3.9842e-03 eta: 1 day, 21:30:00 time: 0.1847 data_time: 0.0045 loss: 1.5618 2023/03/25 16:18:39 - mmengine - INFO - Epoch(train) [121][2900/5005] lr: 3.9842e-03 eta: 1 day, 21:29:42 time: 0.2019 data_time: 0.0044 loss: 1.4019 2023/03/25 16:18:59 - mmengine - INFO - Epoch(train) [121][3000/5005] lr: 3.9842e-03 eta: 1 day, 21:29:25 time: 0.1884 data_time: 0.0044 loss: 1.4261 2023/03/25 16:19:18 - mmengine - INFO - Epoch(train) [121][3100/5005] lr: 3.9842e-03 eta: 1 day, 21:29:07 time: 0.1861 data_time: 0.0047 loss: 1.4163 2023/03/25 16:19:36 - mmengine - INFO - Epoch(train) [121][3200/5005] lr: 3.9842e-03 eta: 1 day, 21:28:49 time: 0.1838 data_time: 0.0044 loss: 1.2455 2023/03/25 16:19:55 - mmengine - INFO - Epoch(train) [121][3300/5005] lr: 3.9842e-03 eta: 1 day, 21:28:32 time: 0.1847 data_time: 0.0044 loss: 1.5331 2023/03/25 16:20:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:20:14 - mmengine - INFO - Epoch(train) [121][3400/5005] lr: 3.9842e-03 eta: 1 day, 21:28:14 time: 0.1844 data_time: 0.0045 loss: 1.3574 2023/03/25 16:20:33 - mmengine - INFO - Epoch(train) [121][3500/5005] lr: 3.9842e-03 eta: 1 day, 21:27:56 time: 0.1858 data_time: 0.0044 loss: 1.5376 2023/03/25 16:20:51 - mmengine - INFO - Epoch(train) [121][3600/5005] lr: 3.9842e-03 eta: 1 day, 21:27:38 time: 0.1832 data_time: 0.0044 loss: 1.4943 2023/03/25 16:21:11 - mmengine - INFO - Epoch(train) [121][3700/5005] lr: 3.9842e-03 eta: 1 day, 21:27:21 time: 0.1825 data_time: 0.0045 loss: 1.3402 2023/03/25 16:21:29 - mmengine - INFO - Epoch(train) [121][3800/5005] lr: 3.9842e-03 eta: 1 day, 21:27:03 time: 0.1863 data_time: 0.0044 loss: 1.2463 2023/03/25 16:21:48 - mmengine - INFO - Epoch(train) [121][3900/5005] lr: 3.9842e-03 eta: 1 day, 21:26:46 time: 0.1854 data_time: 0.0044 loss: 1.3548 2023/03/25 16:22:07 - mmengine - INFO - Epoch(train) [121][4000/5005] lr: 3.9842e-03 eta: 1 day, 21:26:28 time: 0.1847 data_time: 0.0044 loss: 1.3881 2023/03/25 16:22:26 - mmengine - INFO - Epoch(train) [121][4100/5005] lr: 3.9842e-03 eta: 1 day, 21:26:10 time: 0.1838 data_time: 0.0046 loss: 1.4512 2023/03/25 16:22:45 - mmengine - INFO - Epoch(train) [121][4200/5005] lr: 3.9842e-03 eta: 1 day, 21:25:53 time: 0.1852 data_time: 0.0044 loss: 1.7013 2023/03/25 16:23:04 - mmengine - INFO - Epoch(train) [121][4300/5005] lr: 3.9842e-03 eta: 1 day, 21:25:35 time: 0.1843 data_time: 0.0044 loss: 1.4569 2023/03/25 16:23:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:23:23 - mmengine - INFO - Epoch(train) [121][4400/5005] lr: 3.9842e-03 eta: 1 day, 21:25:17 time: 0.1856 data_time: 0.0044 loss: 1.2507 2023/03/25 16:23:42 - mmengine - INFO - Epoch(train) [121][4500/5005] lr: 3.9842e-03 eta: 1 day, 21:25:00 time: 0.1849 data_time: 0.0044 loss: 1.4260 2023/03/25 16:24:01 - mmengine - INFO - Epoch(train) [121][4600/5005] lr: 3.9842e-03 eta: 1 day, 21:24:42 time: 0.1893 data_time: 0.0046 loss: 1.6269 2023/03/25 16:24:19 - mmengine - INFO - Epoch(train) [121][4700/5005] lr: 3.9842e-03 eta: 1 day, 21:24:24 time: 0.1807 data_time: 0.0044 loss: 1.4321 2023/03/25 16:24:38 - mmengine - INFO - Epoch(train) [121][4800/5005] lr: 3.9842e-03 eta: 1 day, 21:24:06 time: 0.1836 data_time: 0.0044 loss: 1.3480 2023/03/25 16:24:57 - mmengine - INFO - Epoch(train) [121][4900/5005] lr: 3.9842e-03 eta: 1 day, 21:23:49 time: 0.1862 data_time: 0.0044 loss: 1.3797 2023/03/25 16:25:16 - mmengine - INFO - Epoch(train) [121][5000/5005] lr: 3.9842e-03 eta: 1 day, 21:23:31 time: 0.1832 data_time: 0.0052 loss: 1.2290 2023/03/25 16:25:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:25:17 - mmengine - INFO - Saving checkpoint at 121 epochs 2023/03/25 16:25:25 - mmengine - INFO - Epoch(val) [121][100/196] eta: 0:00:06 time: 0.0612 data_time: 0.0223 2023/03/25 16:25:53 - mmengine - INFO - Epoch(val) [121][196/196] accuracy/top1: 69.5660 accuracy/top5: 88.9420data_time: 0.0678 time: 0.1007 2023/03/25 16:26:14 - mmengine - INFO - Epoch(train) [122][ 100/5005] lr: 3.9045e-03 eta: 1 day, 21:23:14 time: 0.1835 data_time: 0.0045 loss: 1.3121 2023/03/25 16:26:33 - mmengine - INFO - Epoch(train) [122][ 200/5005] lr: 3.9045e-03 eta: 1 day, 21:22:56 time: 0.1823 data_time: 0.0043 loss: 1.4248 2023/03/25 16:26:51 - mmengine - INFO - Epoch(train) [122][ 300/5005] lr: 3.9045e-03 eta: 1 day, 21:22:39 time: 0.1840 data_time: 0.0043 loss: 1.4624 2023/03/25 16:27:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:27:10 - mmengine - INFO - Epoch(train) [122][ 400/5005] lr: 3.9045e-03 eta: 1 day, 21:22:21 time: 0.1841 data_time: 0.0044 loss: 1.3581 2023/03/25 16:27:29 - mmengine - INFO - Epoch(train) [122][ 500/5005] lr: 3.9045e-03 eta: 1 day, 21:22:03 time: 0.1860 data_time: 0.0043 loss: 1.4991 2023/03/25 16:27:48 - mmengine - INFO - Epoch(train) [122][ 600/5005] lr: 3.9045e-03 eta: 1 day, 21:21:45 time: 0.1841 data_time: 0.0044 loss: 1.2830 2023/03/25 16:28:07 - mmengine - INFO - Epoch(train) [122][ 700/5005] lr: 3.9045e-03 eta: 1 day, 21:21:28 time: 0.1848 data_time: 0.0043 loss: 1.3674 2023/03/25 16:28:26 - mmengine - INFO - Epoch(train) [122][ 800/5005] lr: 3.9045e-03 eta: 1 day, 21:21:10 time: 0.1986 data_time: 0.0044 loss: 1.1642 2023/03/25 16:28:45 - mmengine - INFO - Epoch(train) [122][ 900/5005] lr: 3.9045e-03 eta: 1 day, 21:20:52 time: 0.1835 data_time: 0.0043 loss: 1.2682 2023/03/25 16:29:03 - mmengine - INFO - Epoch(train) [122][1000/5005] lr: 3.9045e-03 eta: 1 day, 21:20:35 time: 0.1849 data_time: 0.0042 loss: 1.2047 2023/03/25 16:29:22 - mmengine - INFO - Epoch(train) [122][1100/5005] lr: 3.9045e-03 eta: 1 day, 21:20:17 time: 0.1859 data_time: 0.0044 loss: 1.4031 2023/03/25 16:29:41 - mmengine - INFO - Epoch(train) [122][1200/5005] lr: 3.9045e-03 eta: 1 day, 21:20:00 time: 0.1854 data_time: 0.0044 loss: 1.3907 2023/03/25 16:30:00 - mmengine - INFO - Epoch(train) [122][1300/5005] lr: 3.9045e-03 eta: 1 day, 21:19:42 time: 0.1862 data_time: 0.0044 loss: 1.4707 2023/03/25 16:30:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:30:19 - mmengine - INFO - Epoch(train) [122][1400/5005] lr: 3.9045e-03 eta: 1 day, 21:19:24 time: 0.1841 data_time: 0.0043 loss: 1.2232 2023/03/25 16:30:38 - mmengine - INFO - Epoch(train) [122][1500/5005] lr: 3.9045e-03 eta: 1 day, 21:19:07 time: 0.1850 data_time: 0.0043 loss: 1.5104 2023/03/25 16:30:57 - mmengine - INFO - Epoch(train) [122][1600/5005] lr: 3.9045e-03 eta: 1 day, 21:18:49 time: 0.1859 data_time: 0.0044 loss: 1.3797 2023/03/25 16:31:16 - mmengine - INFO - Epoch(train) [122][1700/5005] lr: 3.9045e-03 eta: 1 day, 21:18:31 time: 0.1848 data_time: 0.0044 loss: 1.3581 2023/03/25 16:31:35 - mmengine - INFO - Epoch(train) [122][1800/5005] lr: 3.9045e-03 eta: 1 day, 21:18:14 time: 0.1857 data_time: 0.0043 loss: 1.3921 2023/03/25 16:31:53 - mmengine - INFO - Epoch(train) [122][1900/5005] lr: 3.9045e-03 eta: 1 day, 21:17:56 time: 0.1841 data_time: 0.0043 loss: 1.3901 2023/03/25 16:32:12 - mmengine - INFO - Epoch(train) [122][2000/5005] lr: 3.9045e-03 eta: 1 day, 21:17:38 time: 0.1827 data_time: 0.0044 loss: 1.6171 2023/03/25 16:32:31 - mmengine - INFO - Epoch(train) [122][2100/5005] lr: 3.9045e-03 eta: 1 day, 21:17:21 time: 0.1837 data_time: 0.0044 loss: 1.6248 2023/03/25 16:32:50 - mmengine - INFO - Epoch(train) [122][2200/5005] lr: 3.9045e-03 eta: 1 day, 21:17:03 time: 0.1841 data_time: 0.0044 loss: 1.3191 2023/03/25 16:33:09 - mmengine - INFO - Epoch(train) [122][2300/5005] lr: 3.9045e-03 eta: 1 day, 21:16:46 time: 0.1852 data_time: 0.0044 loss: 1.3826 2023/03/25 16:33:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:33:28 - mmengine - INFO - Epoch(train) [122][2400/5005] lr: 3.9045e-03 eta: 1 day, 21:16:28 time: 0.1850 data_time: 0.0044 loss: 1.5113 2023/03/25 16:33:47 - mmengine - INFO - Epoch(train) [122][2500/5005] lr: 3.9045e-03 eta: 1 day, 21:16:11 time: 0.2071 data_time: 0.0044 loss: 1.4778 2023/03/25 16:34:06 - mmengine - INFO - Epoch(train) [122][2600/5005] lr: 3.9045e-03 eta: 1 day, 21:15:53 time: 0.1838 data_time: 0.0044 loss: 1.4525 2023/03/25 16:34:25 - mmengine - INFO - Epoch(train) [122][2700/5005] lr: 3.9045e-03 eta: 1 day, 21:15:35 time: 0.1856 data_time: 0.0043 loss: 1.4538 2023/03/25 16:34:44 - mmengine - INFO - Epoch(train) [122][2800/5005] lr: 3.9045e-03 eta: 1 day, 21:15:17 time: 0.1852 data_time: 0.0045 loss: 1.2975 2023/03/25 16:35:02 - mmengine - INFO - Epoch(train) [122][2900/5005] lr: 3.9045e-03 eta: 1 day, 21:14:59 time: 0.1849 data_time: 0.0043 loss: 1.4270 2023/03/25 16:35:22 - mmengine - INFO - Epoch(train) [122][3000/5005] lr: 3.9045e-03 eta: 1 day, 21:14:42 time: 0.1859 data_time: 0.0044 loss: 1.5015 2023/03/25 16:35:41 - mmengine - INFO - Epoch(train) [122][3100/5005] lr: 3.9045e-03 eta: 1 day, 21:14:25 time: 0.1864 data_time: 0.0045 loss: 1.3277 2023/03/25 16:35:59 - mmengine - INFO - Epoch(train) [122][3200/5005] lr: 3.9045e-03 eta: 1 day, 21:14:07 time: 0.1847 data_time: 0.0043 loss: 1.3324 2023/03/25 16:36:18 - mmengine - INFO - Epoch(train) [122][3300/5005] lr: 3.9045e-03 eta: 1 day, 21:13:49 time: 0.1853 data_time: 0.0044 loss: 1.3867 2023/03/25 16:36:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:36:37 - mmengine - INFO - Epoch(train) [122][3400/5005] lr: 3.9045e-03 eta: 1 day, 21:13:32 time: 0.1847 data_time: 0.0044 loss: 1.3544 2023/03/25 16:36:56 - mmengine - INFO - Epoch(train) [122][3500/5005] lr: 3.9045e-03 eta: 1 day, 21:13:14 time: 0.1855 data_time: 0.0043 loss: 1.5773 2023/03/25 16:37:15 - mmengine - INFO - Epoch(train) [122][3600/5005] lr: 3.9045e-03 eta: 1 day, 21:12:57 time: 0.1847 data_time: 0.0043 loss: 1.4998 2023/03/25 16:37:34 - mmengine - INFO - Epoch(train) [122][3700/5005] lr: 3.9045e-03 eta: 1 day, 21:12:39 time: 0.1849 data_time: 0.0044 loss: 1.4204 2023/03/25 16:37:53 - mmengine - INFO - Epoch(train) [122][3800/5005] lr: 3.9045e-03 eta: 1 day, 21:12:21 time: 0.1839 data_time: 0.0048 loss: 1.4107 2023/03/25 16:38:12 - mmengine - INFO - Epoch(train) [122][3900/5005] lr: 3.9045e-03 eta: 1 day, 21:12:04 time: 0.1835 data_time: 0.0043 loss: 1.5528 2023/03/25 16:38:31 - mmengine - INFO - Epoch(train) [122][4000/5005] lr: 3.9045e-03 eta: 1 day, 21:11:46 time: 0.1855 data_time: 0.0044 loss: 1.2188 2023/03/25 16:38:50 - mmengine - INFO - Epoch(train) [122][4100/5005] lr: 3.9045e-03 eta: 1 day, 21:11:28 time: 0.1856 data_time: 0.0043 loss: 1.4069 2023/03/25 16:39:08 - mmengine - INFO - Epoch(train) [122][4200/5005] lr: 3.9045e-03 eta: 1 day, 21:11:10 time: 0.1845 data_time: 0.0043 loss: 1.4150 2023/03/25 16:39:27 - mmengine - INFO - Epoch(train) [122][4300/5005] lr: 3.9045e-03 eta: 1 day, 21:10:53 time: 0.1859 data_time: 0.0044 loss: 1.4179 2023/03/25 16:39:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:39:46 - mmengine - INFO - Epoch(train) [122][4400/5005] lr: 3.9045e-03 eta: 1 day, 21:10:35 time: 0.1860 data_time: 0.0044 loss: 1.4022 2023/03/25 16:40:06 - mmengine - INFO - Epoch(train) [122][4500/5005] lr: 3.9045e-03 eta: 1 day, 21:10:18 time: 0.1833 data_time: 0.0044 loss: 1.5193 2023/03/25 16:40:24 - mmengine - INFO - Epoch(train) [122][4600/5005] lr: 3.9045e-03 eta: 1 day, 21:10:00 time: 0.1841 data_time: 0.0046 loss: 1.3661 2023/03/25 16:40:43 - mmengine - INFO - Epoch(train) [122][4700/5005] lr: 3.9045e-03 eta: 1 day, 21:09:42 time: 0.1858 data_time: 0.0043 loss: 1.4738 2023/03/25 16:41:02 - mmengine - INFO - Epoch(train) [122][4800/5005] lr: 3.9045e-03 eta: 1 day, 21:09:25 time: 0.1869 data_time: 0.0043 loss: 1.3287 2023/03/25 16:41:21 - mmengine - INFO - Epoch(train) [122][4900/5005] lr: 3.9045e-03 eta: 1 day, 21:09:07 time: 0.1855 data_time: 0.0045 loss: 1.4739 2023/03/25 16:41:40 - mmengine - INFO - Epoch(train) [122][5000/5005] lr: 3.9045e-03 eta: 1 day, 21:08:50 time: 0.1802 data_time: 0.0051 loss: 1.5359 2023/03/25 16:41:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:41:41 - mmengine - INFO - Saving checkpoint at 122 epochs 2023/03/25 16:41:49 - mmengine - INFO - Epoch(val) [122][100/196] eta: 0:00:06 time: 0.0611 data_time: 0.0219 2023/03/25 16:42:18 - mmengine - INFO - Epoch(val) [122][196/196] accuracy/top1: 69.5400 accuracy/top5: 88.9780data_time: 0.0686 time: 0.1012 2023/03/25 16:42:38 - mmengine - INFO - Epoch(train) [123][ 100/5005] lr: 3.8264e-03 eta: 1 day, 21:08:33 time: 0.1864 data_time: 0.0044 loss: 1.3679 2023/03/25 16:42:56 - mmengine - INFO - Epoch(train) [123][ 200/5005] lr: 3.8264e-03 eta: 1 day, 21:08:15 time: 0.1852 data_time: 0.0043 loss: 1.5110 2023/03/25 16:43:15 - mmengine - INFO - Epoch(train) [123][ 300/5005] lr: 3.8264e-03 eta: 1 day, 21:07:57 time: 0.1846 data_time: 0.0044 loss: 1.1681 2023/03/25 16:43:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:43:34 - mmengine - INFO - Epoch(train) [123][ 400/5005] lr: 3.8264e-03 eta: 1 day, 21:07:40 time: 0.1835 data_time: 0.0044 loss: 1.2990 2023/03/25 16:43:53 - mmengine - INFO - Epoch(train) [123][ 500/5005] lr: 3.8264e-03 eta: 1 day, 21:07:22 time: 0.1873 data_time: 0.0044 loss: 1.3122 2023/03/25 16:44:12 - mmengine - INFO - Epoch(train) [123][ 600/5005] lr: 3.8264e-03 eta: 1 day, 21:07:05 time: 0.1838 data_time: 0.0043 loss: 1.5385 2023/03/25 16:44:31 - mmengine - INFO - Epoch(train) [123][ 700/5005] lr: 3.8264e-03 eta: 1 day, 21:06:47 time: 0.1850 data_time: 0.0043 loss: 1.5712 2023/03/25 16:44:50 - mmengine - INFO - Epoch(train) [123][ 800/5005] lr: 3.8264e-03 eta: 1 day, 21:06:29 time: 0.1851 data_time: 0.0043 loss: 1.3261 2023/03/25 16:45:09 - mmengine - INFO - Epoch(train) [123][ 900/5005] lr: 3.8264e-03 eta: 1 day, 21:06:12 time: 0.1826 data_time: 0.0045 loss: 1.2747 2023/03/25 16:45:28 - mmengine - INFO - Epoch(train) [123][1000/5005] lr: 3.8264e-03 eta: 1 day, 21:05:54 time: 0.1856 data_time: 0.0043 loss: 1.3415 2023/03/25 16:45:47 - mmengine - INFO - Epoch(train) [123][1100/5005] lr: 3.8264e-03 eta: 1 day, 21:05:36 time: 0.1841 data_time: 0.0043 loss: 1.3719 2023/03/25 16:46:05 - mmengine - INFO - Epoch(train) [123][1200/5005] lr: 3.8264e-03 eta: 1 day, 21:05:18 time: 0.1834 data_time: 0.0043 loss: 1.3055 2023/03/25 16:46:24 - mmengine - INFO - Epoch(train) [123][1300/5005] lr: 3.8264e-03 eta: 1 day, 21:05:00 time: 0.1844 data_time: 0.0043 loss: 1.5712 2023/03/25 16:46:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:46:43 - mmengine - INFO - Epoch(train) [123][1400/5005] lr: 3.8264e-03 eta: 1 day, 21:04:43 time: 0.1852 data_time: 0.0043 loss: 1.2751 2023/03/25 16:47:02 - mmengine - INFO - Epoch(train) [123][1500/5005] lr: 3.8264e-03 eta: 1 day, 21:04:25 time: 0.1855 data_time: 0.0043 loss: 1.4117 2023/03/25 16:47:21 - mmengine - INFO - Epoch(train) [123][1600/5005] lr: 3.8264e-03 eta: 1 day, 21:04:08 time: 0.1863 data_time: 0.0044 loss: 1.1815 2023/03/25 16:47:40 - mmengine - INFO - Epoch(train) [123][1700/5005] lr: 3.8264e-03 eta: 1 day, 21:03:50 time: 0.1823 data_time: 0.0043 loss: 1.4173 2023/03/25 16:47:59 - mmengine - INFO - Epoch(train) [123][1800/5005] lr: 3.8264e-03 eta: 1 day, 21:03:33 time: 0.1847 data_time: 0.0043 loss: 1.2224 2023/03/25 16:48:18 - mmengine - INFO - Epoch(train) [123][1900/5005] lr: 3.8264e-03 eta: 1 day, 21:03:15 time: 0.1852 data_time: 0.0044 loss: 1.2278 2023/03/25 16:48:37 - mmengine - INFO - Epoch(train) [123][2000/5005] lr: 3.8264e-03 eta: 1 day, 21:02:57 time: 0.1850 data_time: 0.0045 loss: 1.3377 2023/03/25 16:48:56 - mmengine - INFO - Epoch(train) [123][2100/5005] lr: 3.8264e-03 eta: 1 day, 21:02:39 time: 0.1832 data_time: 0.0044 loss: 1.4157 2023/03/25 16:49:14 - mmengine - INFO - Epoch(train) [123][2200/5005] lr: 3.8264e-03 eta: 1 day, 21:02:21 time: 0.1825 data_time: 0.0043 loss: 1.3906 2023/03/25 16:49:34 - mmengine - INFO - Epoch(train) [123][2300/5005] lr: 3.8264e-03 eta: 1 day, 21:02:04 time: 0.2205 data_time: 0.0045 loss: 1.4876 2023/03/25 16:49:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:49:53 - mmengine - INFO - Epoch(train) [123][2400/5005] lr: 3.8264e-03 eta: 1 day, 21:01:47 time: 0.1863 data_time: 0.0044 loss: 1.5977 2023/03/25 16:50:11 - mmengine - INFO - Epoch(train) [123][2500/5005] lr: 3.8264e-03 eta: 1 day, 21:01:29 time: 0.1841 data_time: 0.0043 loss: 1.3276 2023/03/25 16:50:30 - mmengine - INFO - Epoch(train) [123][2600/5005] lr: 3.8264e-03 eta: 1 day, 21:01:12 time: 0.1839 data_time: 0.0046 loss: 1.3183 2023/03/25 16:50:49 - mmengine - INFO - Epoch(train) [123][2700/5005] lr: 3.8264e-03 eta: 1 day, 21:00:54 time: 0.1827 data_time: 0.0044 loss: 1.3125 2023/03/25 16:51:08 - mmengine - INFO - Epoch(train) [123][2800/5005] lr: 3.8264e-03 eta: 1 day, 21:00:36 time: 0.1835 data_time: 0.0043 loss: 1.4475 2023/03/25 16:51:27 - mmengine - INFO - Epoch(train) [123][2900/5005] lr: 3.8264e-03 eta: 1 day, 21:00:18 time: 0.1857 data_time: 0.0045 loss: 1.4311 2023/03/25 16:51:46 - mmengine - INFO - Epoch(train) [123][3000/5005] lr: 3.8264e-03 eta: 1 day, 21:00:01 time: 0.1843 data_time: 0.0045 loss: 1.3595 2023/03/25 16:52:05 - mmengine - INFO - Epoch(train) [123][3100/5005] lr: 3.8264e-03 eta: 1 day, 20:59:43 time: 0.1846 data_time: 0.0043 loss: 1.4229 2023/03/25 16:52:23 - mmengine - INFO - Epoch(train) [123][3200/5005] lr: 3.8264e-03 eta: 1 day, 20:59:25 time: 0.1845 data_time: 0.0045 loss: 1.3518 2023/03/25 16:52:42 - mmengine - INFO - Epoch(train) [123][3300/5005] lr: 3.8264e-03 eta: 1 day, 20:59:08 time: 0.2069 data_time: 0.0043 loss: 1.3397 2023/03/25 16:52:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:53:01 - mmengine - INFO - Epoch(train) [123][3400/5005] lr: 3.8264e-03 eta: 1 day, 20:58:50 time: 0.1858 data_time: 0.0044 loss: 1.4546 2023/03/25 16:53:20 - mmengine - INFO - Epoch(train) [123][3500/5005] lr: 3.8264e-03 eta: 1 day, 20:58:32 time: 0.1850 data_time: 0.0044 loss: 1.5593 2023/03/25 16:53:39 - mmengine - INFO - Epoch(train) [123][3600/5005] lr: 3.8264e-03 eta: 1 day, 20:58:15 time: 0.1984 data_time: 0.0047 loss: 1.3392 2023/03/25 16:53:58 - mmengine - INFO - Epoch(train) [123][3700/5005] lr: 3.8264e-03 eta: 1 day, 20:57:57 time: 0.2011 data_time: 0.0044 loss: 1.4196 2023/03/25 16:54:17 - mmengine - INFO - Epoch(train) [123][3800/5005] lr: 3.8264e-03 eta: 1 day, 20:57:40 time: 0.1838 data_time: 0.0042 loss: 1.3315 2023/03/25 16:54:36 - mmengine - INFO - Epoch(train) [123][3900/5005] lr: 3.8264e-03 eta: 1 day, 20:57:22 time: 0.1852 data_time: 0.0046 loss: 1.3379 2023/03/25 16:54:55 - mmengine - INFO - Epoch(train) [123][4000/5005] lr: 3.8264e-03 eta: 1 day, 20:57:04 time: 0.1845 data_time: 0.0043 loss: 1.5423 2023/03/25 16:55:13 - mmengine - INFO - Epoch(train) [123][4100/5005] lr: 3.8264e-03 eta: 1 day, 20:56:46 time: 0.1852 data_time: 0.0043 loss: 1.6179 2023/03/25 16:55:32 - mmengine - INFO - Epoch(train) [123][4200/5005] lr: 3.8264e-03 eta: 1 day, 20:56:28 time: 0.1818 data_time: 0.0044 loss: 1.4158 2023/03/25 16:55:51 - mmengine - INFO - Epoch(train) [123][4300/5005] lr: 3.8264e-03 eta: 1 day, 20:56:11 time: 0.1857 data_time: 0.0043 loss: 1.4436 2023/03/25 16:56:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:56:10 - mmengine - INFO - Epoch(train) [123][4400/5005] lr: 3.8264e-03 eta: 1 day, 20:55:53 time: 0.1842 data_time: 0.0044 loss: 1.3373 2023/03/25 16:56:29 - mmengine - INFO - Epoch(train) [123][4500/5005] lr: 3.8264e-03 eta: 1 day, 20:55:35 time: 0.1861 data_time: 0.0045 loss: 1.4445 2023/03/25 16:56:48 - mmengine - INFO - Epoch(train) [123][4600/5005] lr: 3.8264e-03 eta: 1 day, 20:55:18 time: 0.2009 data_time: 0.0043 loss: 1.3009 2023/03/25 16:57:07 - mmengine - INFO - Epoch(train) [123][4700/5005] lr: 3.8264e-03 eta: 1 day, 20:55:00 time: 0.2096 data_time: 0.0043 loss: 1.4918 2023/03/25 16:57:26 - mmengine - INFO - Epoch(train) [123][4800/5005] lr: 3.8264e-03 eta: 1 day, 20:54:42 time: 0.1856 data_time: 0.0044 loss: 1.4881 2023/03/25 16:57:45 - mmengine - INFO - Epoch(train) [123][4900/5005] lr: 3.8264e-03 eta: 1 day, 20:54:25 time: 0.1849 data_time: 0.0044 loss: 1.3068 2023/03/25 16:58:03 - mmengine - INFO - Epoch(train) [123][5000/5005] lr: 3.8264e-03 eta: 1 day, 20:54:07 time: 0.1961 data_time: 0.0051 loss: 1.2734 2023/03/25 16:58:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:58:05 - mmengine - INFO - Saving checkpoint at 123 epochs 2023/03/25 16:58:13 - mmengine - INFO - Epoch(val) [123][100/196] eta: 0:00:06 time: 0.0658 data_time: 0.0266 2023/03/25 16:58:42 - mmengine - INFO - Epoch(val) [123][196/196] accuracy/top1: 69.6420 accuracy/top5: 89.0200data_time: 0.0670 time: 0.1025 2023/03/25 16:59:02 - mmengine - INFO - Epoch(train) [124][ 100/5005] lr: 3.7499e-03 eta: 1 day, 20:53:50 time: 0.1859 data_time: 0.0047 loss: 1.3810 2023/03/25 16:59:21 - mmengine - INFO - Epoch(train) [124][ 200/5005] lr: 3.7499e-03 eta: 1 day, 20:53:32 time: 0.1852 data_time: 0.0045 loss: 1.5273 2023/03/25 16:59:40 - mmengine - INFO - Epoch(train) [124][ 300/5005] lr: 3.7499e-03 eta: 1 day, 20:53:15 time: 0.1878 data_time: 0.0045 loss: 1.5477 2023/03/25 16:59:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 16:59:59 - mmengine - INFO - Epoch(train) [124][ 400/5005] lr: 3.7499e-03 eta: 1 day, 20:52:57 time: 0.1852 data_time: 0.0044 loss: 1.2514 2023/03/25 17:00:17 - mmengine - INFO - Epoch(train) [124][ 500/5005] lr: 3.7499e-03 eta: 1 day, 20:52:39 time: 0.1842 data_time: 0.0045 loss: 1.4101 2023/03/25 17:00:36 - mmengine - INFO - Epoch(train) [124][ 600/5005] lr: 3.7499e-03 eta: 1 day, 20:52:22 time: 0.1843 data_time: 0.0045 loss: 1.3007 2023/03/25 17:00:55 - mmengine - INFO - Epoch(train) [124][ 700/5005] lr: 3.7499e-03 eta: 1 day, 20:52:04 time: 0.1847 data_time: 0.0045 loss: 1.4996 2023/03/25 17:01:14 - mmengine - INFO - Epoch(train) [124][ 800/5005] lr: 3.7499e-03 eta: 1 day, 20:51:46 time: 0.1845 data_time: 0.0044 loss: 1.3585 2023/03/25 17:01:33 - mmengine - INFO - Epoch(train) [124][ 900/5005] lr: 3.7499e-03 eta: 1 day, 20:51:29 time: 0.1859 data_time: 0.0045 loss: 1.3692 2023/03/25 17:01:52 - mmengine - INFO - Epoch(train) [124][1000/5005] lr: 3.7499e-03 eta: 1 day, 20:51:11 time: 0.1862 data_time: 0.0044 loss: 1.3446 2023/03/25 17:02:11 - mmengine - INFO - Epoch(train) [124][1100/5005] lr: 3.7499e-03 eta: 1 day, 20:50:54 time: 0.1846 data_time: 0.0044 loss: 1.3048 2023/03/25 17:02:30 - mmengine - INFO - Epoch(train) [124][1200/5005] lr: 3.7499e-03 eta: 1 day, 20:50:36 time: 0.1838 data_time: 0.0045 loss: 1.4677 2023/03/25 17:02:49 - mmengine - INFO - Epoch(train) [124][1300/5005] lr: 3.7499e-03 eta: 1 day, 20:50:18 time: 0.1856 data_time: 0.0047 loss: 1.4297 2023/03/25 17:03:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:03:08 - mmengine - INFO - Epoch(train) [124][1400/5005] lr: 3.7499e-03 eta: 1 day, 20:50:01 time: 0.1844 data_time: 0.0044 loss: 1.4215 2023/03/25 17:03:27 - mmengine - INFO - Epoch(train) [124][1500/5005] lr: 3.7499e-03 eta: 1 day, 20:49:43 time: 0.1838 data_time: 0.0045 loss: 1.1800 2023/03/25 17:03:46 - mmengine - INFO - Epoch(train) [124][1600/5005] lr: 3.7499e-03 eta: 1 day, 20:49:25 time: 0.1852 data_time: 0.0044 loss: 1.2857 2023/03/25 17:04:05 - mmengine - INFO - Epoch(train) [124][1700/5005] lr: 3.7499e-03 eta: 1 day, 20:49:08 time: 0.1850 data_time: 0.0044 loss: 1.2532 2023/03/25 17:04:24 - mmengine - INFO - Epoch(train) [124][1800/5005] lr: 3.7499e-03 eta: 1 day, 20:48:50 time: 0.1850 data_time: 0.0043 loss: 1.5342 2023/03/25 17:04:42 - mmengine - INFO - Epoch(train) [124][1900/5005] lr: 3.7499e-03 eta: 1 day, 20:48:32 time: 0.1847 data_time: 0.0044 loss: 1.4081 2023/03/25 17:05:01 - mmengine - INFO - Epoch(train) [124][2000/5005] lr: 3.7499e-03 eta: 1 day, 20:48:14 time: 0.1850 data_time: 0.0047 loss: 1.4964 2023/03/25 17:05:20 - mmengine - INFO - Epoch(train) [124][2100/5005] lr: 3.7499e-03 eta: 1 day, 20:47:57 time: 0.1855 data_time: 0.0045 loss: 1.2216 2023/03/25 17:05:39 - mmengine - INFO - Epoch(train) [124][2200/5005] lr: 3.7499e-03 eta: 1 day, 20:47:40 time: 0.1849 data_time: 0.0045 loss: 1.5983 2023/03/25 17:05:58 - mmengine - INFO - Epoch(train) [124][2300/5005] lr: 3.7499e-03 eta: 1 day, 20:47:22 time: 0.1853 data_time: 0.0045 loss: 1.6824 2023/03/25 17:06:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:06:17 - mmengine - INFO - Epoch(train) [124][2400/5005] lr: 3.7499e-03 eta: 1 day, 20:47:05 time: 0.1853 data_time: 0.0046 loss: 1.5409 2023/03/25 17:06:36 - mmengine - INFO - Epoch(train) [124][2500/5005] lr: 3.7499e-03 eta: 1 day, 20:46:47 time: 0.1858 data_time: 0.0046 loss: 1.2054 2023/03/25 17:06:55 - mmengine - INFO - Epoch(train) [124][2600/5005] lr: 3.7499e-03 eta: 1 day, 20:46:29 time: 0.1846 data_time: 0.0047 loss: 1.4085 2023/03/25 17:07:14 - mmengine - INFO - Epoch(train) [124][2700/5005] lr: 3.7499e-03 eta: 1 day, 20:46:11 time: 0.1856 data_time: 0.0046 loss: 1.5623 2023/03/25 17:07:33 - mmengine - INFO - Epoch(train) [124][2800/5005] lr: 3.7499e-03 eta: 1 day, 20:45:54 time: 0.1833 data_time: 0.0043 loss: 1.4271 2023/03/25 17:07:52 - mmengine - INFO - Epoch(train) [124][2900/5005] lr: 3.7499e-03 eta: 1 day, 20:45:36 time: 0.1833 data_time: 0.0044 loss: 1.5408 2023/03/25 17:08:11 - mmengine - INFO - Epoch(train) [124][3000/5005] lr: 3.7499e-03 eta: 1 day, 20:45:18 time: 0.1848 data_time: 0.0044 loss: 1.4719 2023/03/25 17:08:30 - mmengine - INFO - Epoch(train) [124][3100/5005] lr: 3.7499e-03 eta: 1 day, 20:45:01 time: 0.2080 data_time: 0.0044 loss: 1.5065 2023/03/25 17:08:49 - mmengine - INFO - Epoch(train) [124][3200/5005] lr: 3.7499e-03 eta: 1 day, 20:44:43 time: 0.1846 data_time: 0.0046 loss: 1.4321 2023/03/25 17:09:08 - mmengine - INFO - Epoch(train) [124][3300/5005] lr: 3.7499e-03 eta: 1 day, 20:44:26 time: 0.1848 data_time: 0.0044 loss: 1.3592 2023/03/25 17:09:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:09:27 - mmengine - INFO - Epoch(train) [124][3400/5005] lr: 3.7499e-03 eta: 1 day, 20:44:08 time: 0.1873 data_time: 0.0045 loss: 1.4346 2023/03/25 17:09:45 - mmengine - INFO - Epoch(train) [124][3500/5005] lr: 3.7499e-03 eta: 1 day, 20:43:50 time: 0.1850 data_time: 0.0045 loss: 1.1214 2023/03/25 17:10:04 - mmengine - INFO - Epoch(train) [124][3600/5005] lr: 3.7499e-03 eta: 1 day, 20:43:33 time: 0.1872 data_time: 0.0045 loss: 1.4680 2023/03/25 17:10:23 - mmengine - INFO - Epoch(train) [124][3700/5005] lr: 3.7499e-03 eta: 1 day, 20:43:15 time: 0.1847 data_time: 0.0044 loss: 1.4282 2023/03/25 17:10:42 - mmengine - INFO - Epoch(train) [124][3800/5005] lr: 3.7499e-03 eta: 1 day, 20:42:57 time: 0.1862 data_time: 0.0045 loss: 1.1317 2023/03/25 17:11:01 - mmengine - INFO - Epoch(train) [124][3900/5005] lr: 3.7499e-03 eta: 1 day, 20:42:39 time: 0.1880 data_time: 0.0044 loss: 1.4046 2023/03/25 17:11:20 - mmengine - INFO - Epoch(train) [124][4000/5005] lr: 3.7499e-03 eta: 1 day, 20:42:22 time: 0.1862 data_time: 0.0046 loss: 1.3562 2023/03/25 17:11:39 - mmengine - INFO - Epoch(train) [124][4100/5005] lr: 3.7499e-03 eta: 1 day, 20:42:04 time: 0.2092 data_time: 0.0044 loss: 1.3322 2023/03/25 17:11:58 - mmengine - INFO - Epoch(train) [124][4200/5005] lr: 3.7499e-03 eta: 1 day, 20:41:47 time: 0.1837 data_time: 0.0044 loss: 1.5095 2023/03/25 17:12:17 - mmengine - INFO - Epoch(train) [124][4300/5005] lr: 3.7499e-03 eta: 1 day, 20:41:29 time: 0.1860 data_time: 0.0045 loss: 1.5387 2023/03/25 17:12:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:12:36 - mmengine - INFO - Epoch(train) [124][4400/5005] lr: 3.7499e-03 eta: 1 day, 20:41:12 time: 0.1858 data_time: 0.0044 loss: 1.4451 2023/03/25 17:12:55 - mmengine - INFO - Epoch(train) [124][4500/5005] lr: 3.7499e-03 eta: 1 day, 20:40:54 time: 0.1858 data_time: 0.0045 loss: 1.4924 2023/03/25 17:13:14 - mmengine - INFO - Epoch(train) [124][4600/5005] lr: 3.7499e-03 eta: 1 day, 20:40:36 time: 0.1841 data_time: 0.0045 loss: 1.6854 2023/03/25 17:13:33 - mmengine - INFO - Epoch(train) [124][4700/5005] lr: 3.7499e-03 eta: 1 day, 20:40:19 time: 0.1829 data_time: 0.0043 loss: 1.3362 2023/03/25 17:13:52 - mmengine - INFO - Epoch(train) [124][4800/5005] lr: 3.7499e-03 eta: 1 day, 20:40:01 time: 0.1846 data_time: 0.0044 loss: 1.3412 2023/03/25 17:14:11 - mmengine - INFO - Epoch(train) [124][4900/5005] lr: 3.7499e-03 eta: 1 day, 20:39:43 time: 0.1840 data_time: 0.0044 loss: 1.4040 2023/03/25 17:14:29 - mmengine - INFO - Epoch(train) [124][5000/5005] lr: 3.7499e-03 eta: 1 day, 20:39:26 time: 0.1840 data_time: 0.0053 loss: 1.4641 2023/03/25 17:14:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:14:31 - mmengine - INFO - Saving checkpoint at 124 epochs 2023/03/25 17:14:39 - mmengine - INFO - Epoch(val) [124][100/196] eta: 0:00:06 time: 0.0617 data_time: 0.0225 2023/03/25 17:15:07 - mmengine - INFO - Epoch(val) [124][196/196] accuracy/top1: 69.4740 accuracy/top5: 89.1080data_time: 0.0682 time: 0.1030 2023/03/25 17:15:27 - mmengine - INFO - Epoch(train) [125][ 100/5005] lr: 3.6749e-03 eta: 1 day, 20:39:08 time: 0.1882 data_time: 0.0048 loss: 1.2047 2023/03/25 17:15:46 - mmengine - INFO - Epoch(train) [125][ 200/5005] lr: 3.6749e-03 eta: 1 day, 20:38:51 time: 0.1855 data_time: 0.0046 loss: 1.3736 2023/03/25 17:16:05 - mmengine - INFO - Epoch(train) [125][ 300/5005] lr: 3.6749e-03 eta: 1 day, 20:38:33 time: 0.1853 data_time: 0.0045 loss: 1.4391 2023/03/25 17:16:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:16:24 - mmengine - INFO - Epoch(train) [125][ 400/5005] lr: 3.6749e-03 eta: 1 day, 20:38:16 time: 0.1851 data_time: 0.0045 loss: 1.4455 2023/03/25 17:16:43 - mmengine - INFO - Epoch(train) [125][ 500/5005] lr: 3.6749e-03 eta: 1 day, 20:37:58 time: 0.1852 data_time: 0.0045 loss: 1.5085 2023/03/25 17:17:02 - mmengine - INFO - Epoch(train) [125][ 600/5005] lr: 3.6749e-03 eta: 1 day, 20:37:40 time: 0.1834 data_time: 0.0046 loss: 1.3213 2023/03/25 17:17:21 - mmengine - INFO - Epoch(train) [125][ 700/5005] lr: 3.6749e-03 eta: 1 day, 20:37:23 time: 0.1848 data_time: 0.0045 loss: 1.4883 2023/03/25 17:17:40 - mmengine - INFO - Epoch(train) [125][ 800/5005] lr: 3.6749e-03 eta: 1 day, 20:37:05 time: 0.1847 data_time: 0.0045 loss: 1.2562 2023/03/25 17:17:59 - mmengine - INFO - Epoch(train) [125][ 900/5005] lr: 3.6749e-03 eta: 1 day, 20:36:48 time: 0.1836 data_time: 0.0045 loss: 1.4078 2023/03/25 17:18:18 - mmengine - INFO - Epoch(train) [125][1000/5005] lr: 3.6749e-03 eta: 1 day, 20:36:30 time: 0.1880 data_time: 0.0045 loss: 1.2119 2023/03/25 17:18:37 - mmengine - INFO - Epoch(train) [125][1100/5005] lr: 3.6749e-03 eta: 1 day, 20:36:12 time: 0.1863 data_time: 0.0045 loss: 1.6984 2023/03/25 17:18:56 - mmengine - INFO - Epoch(train) [125][1200/5005] lr: 3.6749e-03 eta: 1 day, 20:35:55 time: 0.1858 data_time: 0.0044 loss: 1.3544 2023/03/25 17:19:15 - mmengine - INFO - Epoch(train) [125][1300/5005] lr: 3.6749e-03 eta: 1 day, 20:35:37 time: 0.1865 data_time: 0.0045 loss: 1.4955 2023/03/25 17:19:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:19:34 - mmengine - INFO - Epoch(train) [125][1400/5005] lr: 3.6749e-03 eta: 1 day, 20:35:20 time: 0.2113 data_time: 0.0045 loss: 1.4533 2023/03/25 17:19:53 - mmengine - INFO - Epoch(train) [125][1500/5005] lr: 3.6749e-03 eta: 1 day, 20:35:02 time: 0.1850 data_time: 0.0046 loss: 1.3534 2023/03/25 17:20:12 - mmengine - INFO - Epoch(train) [125][1600/5005] lr: 3.6749e-03 eta: 1 day, 20:34:44 time: 0.1846 data_time: 0.0045 loss: 1.3997 2023/03/25 17:20:31 - mmengine - INFO - Epoch(train) [125][1700/5005] lr: 3.6749e-03 eta: 1 day, 20:34:27 time: 0.1840 data_time: 0.0045 loss: 1.5147 2023/03/25 17:20:49 - mmengine - INFO - Epoch(train) [125][1800/5005] lr: 3.6749e-03 eta: 1 day, 20:34:09 time: 0.1870 data_time: 0.0046 loss: 1.2981 2023/03/25 17:21:09 - mmengine - INFO - Epoch(train) [125][1900/5005] lr: 3.6749e-03 eta: 1 day, 20:33:51 time: 0.1845 data_time: 0.0044 loss: 1.4845 2023/03/25 17:21:27 - mmengine - INFO - Epoch(train) [125][2000/5005] lr: 3.6749e-03 eta: 1 day, 20:33:33 time: 0.1839 data_time: 0.0045 loss: 1.5444 2023/03/25 17:21:46 - mmengine - INFO - Epoch(train) [125][2100/5005] lr: 3.6749e-03 eta: 1 day, 20:33:16 time: 0.1862 data_time: 0.0046 loss: 1.4167 2023/03/25 17:22:05 - mmengine - INFO - Epoch(train) [125][2200/5005] lr: 3.6749e-03 eta: 1 day, 20:32:58 time: 0.1841 data_time: 0.0045 loss: 1.3553 2023/03/25 17:22:24 - mmengine - INFO - Epoch(train) [125][2300/5005] lr: 3.6749e-03 eta: 1 day, 20:32:41 time: 0.2046 data_time: 0.0045 loss: 1.4840 2023/03/25 17:22:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:22:43 - mmengine - INFO - Epoch(train) [125][2400/5005] lr: 3.6749e-03 eta: 1 day, 20:32:23 time: 0.1877 data_time: 0.0045 loss: 1.4145 2023/03/25 17:23:02 - mmengine - INFO - Epoch(train) [125][2500/5005] lr: 3.6749e-03 eta: 1 day, 20:32:05 time: 0.1842 data_time: 0.0045 loss: 1.3185 2023/03/25 17:23:21 - mmengine - INFO - Epoch(train) [125][2600/5005] lr: 3.6749e-03 eta: 1 day, 20:31:48 time: 0.1859 data_time: 0.0045 loss: 1.3687 2023/03/25 17:23:40 - mmengine - INFO - Epoch(train) [125][2700/5005] lr: 3.6749e-03 eta: 1 day, 20:31:30 time: 0.1858 data_time: 0.0045 loss: 1.4009 2023/03/25 17:23:59 - mmengine - INFO - Epoch(train) [125][2800/5005] lr: 3.6749e-03 eta: 1 day, 20:31:12 time: 0.1849 data_time: 0.0045 loss: 1.4056 2023/03/25 17:24:18 - mmengine - INFO - Epoch(train) [125][2900/5005] lr: 3.6749e-03 eta: 1 day, 20:30:55 time: 0.1867 data_time: 0.0046 loss: 1.4004 2023/03/25 17:24:37 - mmengine - INFO - Epoch(train) [125][3000/5005] lr: 3.6749e-03 eta: 1 day, 20:30:37 time: 0.1855 data_time: 0.0045 loss: 1.3271 2023/03/25 17:24:56 - mmengine - INFO - Epoch(train) [125][3100/5005] lr: 3.6749e-03 eta: 1 day, 20:30:20 time: 0.1840 data_time: 0.0046 loss: 1.4915 2023/03/25 17:25:15 - mmengine - INFO - Epoch(train) [125][3200/5005] lr: 3.6749e-03 eta: 1 day, 20:30:02 time: 0.1845 data_time: 0.0045 loss: 1.4636 2023/03/25 17:25:34 - mmengine - INFO - Epoch(train) [125][3300/5005] lr: 3.6749e-03 eta: 1 day, 20:29:44 time: 0.1865 data_time: 0.0047 loss: 1.3783 2023/03/25 17:25:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:25:53 - mmengine - INFO - Epoch(train) [125][3400/5005] lr: 3.6749e-03 eta: 1 day, 20:29:26 time: 0.1842 data_time: 0.0047 loss: 1.3947 2023/03/25 17:26:12 - mmengine - INFO - Epoch(train) [125][3500/5005] lr: 3.6749e-03 eta: 1 day, 20:29:09 time: 0.1857 data_time: 0.0045 loss: 1.3692 2023/03/25 17:26:31 - mmengine - INFO - Epoch(train) [125][3600/5005] lr: 3.6749e-03 eta: 1 day, 20:28:51 time: 0.1857 data_time: 0.0045 loss: 1.3882 2023/03/25 17:26:50 - mmengine - INFO - Epoch(train) [125][3700/5005] lr: 3.6749e-03 eta: 1 day, 20:28:34 time: 0.1833 data_time: 0.0045 loss: 1.1966 2023/03/25 17:27:09 - mmengine - INFO - Epoch(train) [125][3800/5005] lr: 3.6749e-03 eta: 1 day, 20:28:16 time: 0.2055 data_time: 0.0046 loss: 1.3709 2023/03/25 17:27:28 - mmengine - INFO - Epoch(train) [125][3900/5005] lr: 3.6749e-03 eta: 1 day, 20:27:59 time: 0.2033 data_time: 0.0045 loss: 1.5202 2023/03/25 17:27:47 - mmengine - INFO - Epoch(train) [125][4000/5005] lr: 3.6749e-03 eta: 1 day, 20:27:41 time: 0.1835 data_time: 0.0046 loss: 1.4956 2023/03/25 17:28:06 - mmengine - INFO - Epoch(train) [125][4100/5005] lr: 3.6749e-03 eta: 1 day, 20:27:23 time: 0.1855 data_time: 0.0045 loss: 1.3579 2023/03/25 17:28:24 - mmengine - INFO - Epoch(train) [125][4200/5005] lr: 3.6749e-03 eta: 1 day, 20:27:05 time: 0.1835 data_time: 0.0045 loss: 1.4459 2023/03/25 17:28:43 - mmengine - INFO - Epoch(train) [125][4300/5005] lr: 3.6749e-03 eta: 1 day, 20:26:48 time: 0.1852 data_time: 0.0045 loss: 1.6269 2023/03/25 17:28:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:29:02 - mmengine - INFO - Epoch(train) [125][4400/5005] lr: 3.6749e-03 eta: 1 day, 20:26:30 time: 0.1850 data_time: 0.0046 loss: 1.4951 2023/03/25 17:29:22 - mmengine - INFO - Epoch(train) [125][4500/5005] lr: 3.6749e-03 eta: 1 day, 20:26:13 time: 0.2099 data_time: 0.0044 loss: 1.3171 2023/03/25 17:29:40 - mmengine - INFO - Epoch(train) [125][4600/5005] lr: 3.6749e-03 eta: 1 day, 20:25:55 time: 0.1849 data_time: 0.0044 loss: 1.6039 2023/03/25 17:29:59 - mmengine - INFO - Epoch(train) [125][4700/5005] lr: 3.6749e-03 eta: 1 day, 20:25:37 time: 0.1847 data_time: 0.0044 loss: 1.3169 2023/03/25 17:30:18 - mmengine - INFO - Epoch(train) [125][4800/5005] lr: 3.6749e-03 eta: 1 day, 20:25:20 time: 0.1862 data_time: 0.0045 loss: 1.5591 2023/03/25 17:30:37 - mmengine - INFO - Epoch(train) [125][4900/5005] lr: 3.6749e-03 eta: 1 day, 20:25:02 time: 0.1844 data_time: 0.0046 loss: 1.4809 2023/03/25 17:30:56 - mmengine - INFO - Epoch(train) [125][5000/5005] lr: 3.6749e-03 eta: 1 day, 20:24:44 time: 0.1833 data_time: 0.0051 loss: 1.5649 2023/03/25 17:30:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:30:57 - mmengine - INFO - Saving checkpoint at 125 epochs 2023/03/25 17:31:05 - mmengine - INFO - Epoch(val) [125][100/196] eta: 0:00:06 time: 0.0775 data_time: 0.0372 2023/03/25 17:31:35 - mmengine - INFO - Epoch(val) [125][196/196] accuracy/top1: 69.6380 accuracy/top5: 88.9760data_time: 0.0682 time: 0.1019 2023/03/25 17:31:55 - mmengine - INFO - Epoch(train) [126][ 100/5005] lr: 3.6014e-03 eta: 1 day, 20:24:27 time: 0.1856 data_time: 0.0044 loss: 1.3912 2023/03/25 17:32:14 - mmengine - INFO - Epoch(train) [126][ 200/5005] lr: 3.6014e-03 eta: 1 day, 20:24:09 time: 0.1851 data_time: 0.0044 loss: 1.4919 2023/03/25 17:32:33 - mmengine - INFO - Epoch(train) [126][ 300/5005] lr: 3.6014e-03 eta: 1 day, 20:23:52 time: 0.1857 data_time: 0.0045 loss: 1.1245 2023/03/25 17:32:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:32:51 - mmengine - INFO - Epoch(train) [126][ 400/5005] lr: 3.6014e-03 eta: 1 day, 20:23:34 time: 0.1837 data_time: 0.0047 loss: 1.1573 2023/03/25 17:33:10 - mmengine - INFO - Epoch(train) [126][ 500/5005] lr: 3.6014e-03 eta: 1 day, 20:23:16 time: 0.1828 data_time: 0.0046 loss: 1.4383 2023/03/25 17:33:29 - mmengine - INFO - Epoch(train) [126][ 600/5005] lr: 3.6014e-03 eta: 1 day, 20:22:58 time: 0.1847 data_time: 0.0045 loss: 1.3966 2023/03/25 17:33:48 - mmengine - INFO - Epoch(train) [126][ 700/5005] lr: 3.6014e-03 eta: 1 day, 20:22:40 time: 0.1873 data_time: 0.0046 loss: 1.2756 2023/03/25 17:34:07 - mmengine - INFO - Epoch(train) [126][ 800/5005] lr: 3.6014e-03 eta: 1 day, 20:22:23 time: 0.1847 data_time: 0.0044 loss: 1.3331 2023/03/25 17:34:26 - mmengine - INFO - Epoch(train) [126][ 900/5005] lr: 3.6014e-03 eta: 1 day, 20:22:06 time: 0.2263 data_time: 0.0045 loss: 1.3154 2023/03/25 17:34:45 - mmengine - INFO - Epoch(train) [126][1000/5005] lr: 3.6014e-03 eta: 1 day, 20:21:48 time: 0.1861 data_time: 0.0045 loss: 1.5245 2023/03/25 17:35:04 - mmengine - INFO - Epoch(train) [126][1100/5005] lr: 3.6014e-03 eta: 1 day, 20:21:31 time: 0.1832 data_time: 0.0045 loss: 1.3973 2023/03/25 17:35:23 - mmengine - INFO - Epoch(train) [126][1200/5005] lr: 3.6014e-03 eta: 1 day, 20:21:13 time: 0.1853 data_time: 0.0046 loss: 1.2933 2023/03/25 17:35:42 - mmengine - INFO - Epoch(train) [126][1300/5005] lr: 3.6014e-03 eta: 1 day, 20:20:55 time: 0.1893 data_time: 0.0046 loss: 1.2381 2023/03/25 17:35:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:36:01 - mmengine - INFO - Epoch(train) [126][1400/5005] lr: 3.6014e-03 eta: 1 day, 20:20:37 time: 0.1850 data_time: 0.0045 loss: 1.4574 2023/03/25 17:36:19 - mmengine - INFO - Epoch(train) [126][1500/5005] lr: 3.6014e-03 eta: 1 day, 20:20:19 time: 0.1858 data_time: 0.0045 loss: 1.3711 2023/03/25 17:36:39 - mmengine - INFO - Epoch(train) [126][1600/5005] lr: 3.6014e-03 eta: 1 day, 20:20:02 time: 0.1851 data_time: 0.0045 loss: 1.3215 2023/03/25 17:36:58 - mmengine - INFO - Epoch(train) [126][1700/5005] lr: 3.6014e-03 eta: 1 day, 20:19:45 time: 0.1858 data_time: 0.0046 loss: 1.4626 2023/03/25 17:37:17 - mmengine - INFO - Epoch(train) [126][1800/5005] lr: 3.6014e-03 eta: 1 day, 20:19:27 time: 0.1844 data_time: 0.0046 loss: 1.4340 2023/03/25 17:37:36 - mmengine - INFO - Epoch(train) [126][1900/5005] lr: 3.6014e-03 eta: 1 day, 20:19:10 time: 0.1968 data_time: 0.0044 loss: 1.4664 2023/03/25 17:37:55 - mmengine - INFO - Epoch(train) [126][2000/5005] lr: 3.6014e-03 eta: 1 day, 20:18:52 time: 0.1839 data_time: 0.0045 loss: 1.3543 2023/03/25 17:38:14 - mmengine - INFO - Epoch(train) [126][2100/5005] lr: 3.6014e-03 eta: 1 day, 20:18:34 time: 0.1846 data_time: 0.0046 loss: 1.3061 2023/03/25 17:38:32 - mmengine - INFO - Epoch(train) [126][2200/5005] lr: 3.6014e-03 eta: 1 day, 20:18:16 time: 0.1856 data_time: 0.0045 loss: 1.3018 2023/03/25 17:38:52 - mmengine - INFO - Epoch(train) [126][2300/5005] lr: 3.6014e-03 eta: 1 day, 20:17:59 time: 0.1863 data_time: 0.0047 loss: 1.3294 2023/03/25 17:39:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:39:11 - mmengine - INFO - Epoch(train) [126][2400/5005] lr: 3.6014e-03 eta: 1 day, 20:17:41 time: 0.1863 data_time: 0.0045 loss: 1.3999 2023/03/25 17:39:29 - mmengine - INFO - Epoch(train) [126][2500/5005] lr: 3.6014e-03 eta: 1 day, 20:17:23 time: 0.1843 data_time: 0.0045 loss: 1.3073 2023/03/25 17:39:48 - mmengine - INFO - Epoch(train) [126][2600/5005] lr: 3.6014e-03 eta: 1 day, 20:17:06 time: 0.1848 data_time: 0.0046 loss: 1.2964 2023/03/25 17:40:07 - mmengine - INFO - Epoch(train) [126][2700/5005] lr: 3.6014e-03 eta: 1 day, 20:16:48 time: 0.1867 data_time: 0.0046 loss: 1.5504 2023/03/25 17:40:26 - mmengine - INFO - Epoch(train) [126][2800/5005] lr: 3.6014e-03 eta: 1 day, 20:16:30 time: 0.1864 data_time: 0.0047 loss: 1.2923 2023/03/25 17:40:46 - mmengine - INFO - Epoch(train) [126][2900/5005] lr: 3.6014e-03 eta: 1 day, 20:16:13 time: 0.1855 data_time: 0.0045 loss: 1.3978 2023/03/25 17:41:05 - mmengine - INFO - Epoch(train) [126][3000/5005] lr: 3.6014e-03 eta: 1 day, 20:15:56 time: 0.1842 data_time: 0.0045 loss: 1.2420 2023/03/25 17:41:23 - mmengine - INFO - Epoch(train) [126][3100/5005] lr: 3.6014e-03 eta: 1 day, 20:15:38 time: 0.1857 data_time: 0.0045 loss: 1.3883 2023/03/25 17:41:42 - mmengine - INFO - Epoch(train) [126][3200/5005] lr: 3.6014e-03 eta: 1 day, 20:15:20 time: 0.1933 data_time: 0.0045 loss: 1.1834 2023/03/25 17:42:01 - mmengine - INFO - Epoch(train) [126][3300/5005] lr: 3.6014e-03 eta: 1 day, 20:15:02 time: 0.1860 data_time: 0.0045 loss: 1.2957 2023/03/25 17:42:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:42:20 - mmengine - INFO - Epoch(train) [126][3400/5005] lr: 3.6014e-03 eta: 1 day, 20:14:44 time: 0.1833 data_time: 0.0048 loss: 1.5621 2023/03/25 17:42:39 - mmengine - INFO - Epoch(train) [126][3500/5005] lr: 3.6014e-03 eta: 1 day, 20:14:27 time: 0.1864 data_time: 0.0045 loss: 1.5901 2023/03/25 17:42:58 - mmengine - INFO - Epoch(train) [126][3600/5005] lr: 3.6014e-03 eta: 1 day, 20:14:09 time: 0.1836 data_time: 0.0045 loss: 1.2529 2023/03/25 17:43:17 - mmengine - INFO - Epoch(train) [126][3700/5005] lr: 3.6014e-03 eta: 1 day, 20:13:52 time: 0.1852 data_time: 0.0045 loss: 1.3461 2023/03/25 17:43:36 - mmengine - INFO - Epoch(train) [126][3800/5005] lr: 3.6014e-03 eta: 1 day, 20:13:34 time: 0.2076 data_time: 0.0045 loss: 1.3338 2023/03/25 17:43:55 - mmengine - INFO - Epoch(train) [126][3900/5005] lr: 3.6014e-03 eta: 1 day, 20:13:17 time: 0.1845 data_time: 0.0045 loss: 1.4986 2023/03/25 17:44:14 - mmengine - INFO - Epoch(train) [126][4000/5005] lr: 3.6014e-03 eta: 1 day, 20:12:59 time: 0.1848 data_time: 0.0047 loss: 1.5636 2023/03/25 17:44:33 - mmengine - INFO - Epoch(train) [126][4100/5005] lr: 3.6014e-03 eta: 1 day, 20:12:41 time: 0.1833 data_time: 0.0045 loss: 1.1964 2023/03/25 17:44:52 - mmengine - INFO - Epoch(train) [126][4200/5005] lr: 3.6014e-03 eta: 1 day, 20:12:24 time: 0.1933 data_time: 0.0045 loss: 1.3904 2023/03/25 17:45:11 - mmengine - INFO - Epoch(train) [126][4300/5005] lr: 3.6014e-03 eta: 1 day, 20:12:06 time: 0.1853 data_time: 0.0044 loss: 1.4336 2023/03/25 17:45:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:45:30 - mmengine - INFO - Epoch(train) [126][4400/5005] lr: 3.6014e-03 eta: 1 day, 20:11:48 time: 0.1842 data_time: 0.0045 loss: 1.3242 2023/03/25 17:45:49 - mmengine - INFO - Epoch(train) [126][4500/5005] lr: 3.6014e-03 eta: 1 day, 20:11:31 time: 0.2105 data_time: 0.0045 loss: 1.3148 2023/03/25 17:46:08 - mmengine - INFO - Epoch(train) [126][4600/5005] lr: 3.6014e-03 eta: 1 day, 20:11:13 time: 0.1850 data_time: 0.0045 loss: 1.4795 2023/03/25 17:46:27 - mmengine - INFO - Epoch(train) [126][4700/5005] lr: 3.6014e-03 eta: 1 day, 20:10:55 time: 0.1839 data_time: 0.0044 loss: 1.3021 2023/03/25 17:46:46 - mmengine - INFO - Epoch(train) [126][4800/5005] lr: 3.6014e-03 eta: 1 day, 20:10:38 time: 0.1848 data_time: 0.0045 loss: 1.3918 2023/03/25 17:47:05 - mmengine - INFO - Epoch(train) [126][4900/5005] lr: 3.6014e-03 eta: 1 day, 20:10:20 time: 0.1836 data_time: 0.0048 loss: 1.3195 2023/03/25 17:47:24 - mmengine - INFO - Epoch(train) [126][5000/5005] lr: 3.6014e-03 eta: 1 day, 20:10:03 time: 0.1833 data_time: 0.0055 loss: 1.3611 2023/03/25 17:47:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:47:25 - mmengine - INFO - Saving checkpoint at 126 epochs 2023/03/25 17:47:33 - mmengine - INFO - Epoch(val) [126][100/196] eta: 0:00:06 time: 0.0612 data_time: 0.0228 2023/03/25 17:48:02 - mmengine - INFO - Epoch(val) [126][196/196] accuracy/top1: 69.6440 accuracy/top5: 89.0060data_time: 0.0689 time: 0.1024 2023/03/25 17:48:22 - mmengine - INFO - Epoch(train) [127][ 100/5005] lr: 3.5294e-03 eta: 1 day, 20:09:45 time: 0.1848 data_time: 0.0045 loss: 1.4926 2023/03/25 17:48:41 - mmengine - INFO - Epoch(train) [127][ 200/5005] lr: 3.5294e-03 eta: 1 day, 20:09:28 time: 0.1844 data_time: 0.0044 loss: 1.5031 2023/03/25 17:49:00 - mmengine - INFO - Epoch(train) [127][ 300/5005] lr: 3.5294e-03 eta: 1 day, 20:09:10 time: 0.1845 data_time: 0.0044 loss: 1.4803 2023/03/25 17:49:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:49:19 - mmengine - INFO - Epoch(train) [127][ 400/5005] lr: 3.5294e-03 eta: 1 day, 20:08:52 time: 0.1866 data_time: 0.0046 loss: 1.4876 2023/03/25 17:49:38 - mmengine - INFO - Epoch(train) [127][ 500/5005] lr: 3.5294e-03 eta: 1 day, 20:08:34 time: 0.1881 data_time: 0.0045 loss: 1.6368 2023/03/25 17:49:57 - mmengine - INFO - Epoch(train) [127][ 600/5005] lr: 3.5294e-03 eta: 1 day, 20:08:16 time: 0.1857 data_time: 0.0045 loss: 1.3041 2023/03/25 17:50:16 - mmengine - INFO - Epoch(train) [127][ 700/5005] lr: 3.5294e-03 eta: 1 day, 20:07:59 time: 0.1838 data_time: 0.0044 loss: 1.6010 2023/03/25 17:50:34 - mmengine - INFO - Epoch(train) [127][ 800/5005] lr: 3.5294e-03 eta: 1 day, 20:07:41 time: 0.1849 data_time: 0.0045 loss: 1.2893 2023/03/25 17:50:54 - mmengine - INFO - Epoch(train) [127][ 900/5005] lr: 3.5294e-03 eta: 1 day, 20:07:24 time: 0.1850 data_time: 0.0045 loss: 1.3496 2023/03/25 17:51:13 - mmengine - INFO - Epoch(train) [127][1000/5005] lr: 3.5294e-03 eta: 1 day, 20:07:06 time: 0.1859 data_time: 0.0047 loss: 1.3133 2023/03/25 17:51:32 - mmengine - INFO - Epoch(train) [127][1100/5005] lr: 3.5294e-03 eta: 1 day, 20:06:48 time: 0.1852 data_time: 0.0045 loss: 1.5165 2023/03/25 17:51:51 - mmengine - INFO - Epoch(train) [127][1200/5005] lr: 3.5294e-03 eta: 1 day, 20:06:31 time: 0.1867 data_time: 0.0043 loss: 1.6018 2023/03/25 17:52:10 - mmengine - INFO - Epoch(train) [127][1300/5005] lr: 3.5294e-03 eta: 1 day, 20:06:13 time: 0.1852 data_time: 0.0045 loss: 1.3611 2023/03/25 17:52:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:52:28 - mmengine - INFO - Epoch(train) [127][1400/5005] lr: 3.5294e-03 eta: 1 day, 20:05:55 time: 0.1857 data_time: 0.0045 loss: 1.4708 2023/03/25 17:52:47 - mmengine - INFO - Epoch(train) [127][1500/5005] lr: 3.5294e-03 eta: 1 day, 20:05:37 time: 0.1855 data_time: 0.0044 loss: 1.3679 2023/03/25 17:53:06 - mmengine - INFO - Epoch(train) [127][1600/5005] lr: 3.5294e-03 eta: 1 day, 20:05:20 time: 0.1859 data_time: 0.0044 loss: 1.3125 2023/03/25 17:53:25 - mmengine - INFO - Epoch(train) [127][1700/5005] lr: 3.5294e-03 eta: 1 day, 20:05:02 time: 0.1847 data_time: 0.0044 loss: 1.3214 2023/03/25 17:53:44 - mmengine - INFO - Epoch(train) [127][1800/5005] lr: 3.5294e-03 eta: 1 day, 20:04:44 time: 0.1848 data_time: 0.0044 loss: 1.1553 2023/03/25 17:54:03 - mmengine - INFO - Epoch(train) [127][1900/5005] lr: 3.5294e-03 eta: 1 day, 20:04:27 time: 0.1839 data_time: 0.0045 loss: 1.4625 2023/03/25 17:54:22 - mmengine - INFO - Epoch(train) [127][2000/5005] lr: 3.5294e-03 eta: 1 day, 20:04:10 time: 0.1866 data_time: 0.0045 loss: 1.5028 2023/03/25 17:54:41 - mmengine - INFO - Epoch(train) [127][2100/5005] lr: 3.5294e-03 eta: 1 day, 20:03:52 time: 0.1850 data_time: 0.0044 loss: 1.3308 2023/03/25 17:55:00 - mmengine - INFO - Epoch(train) [127][2200/5005] lr: 3.5294e-03 eta: 1 day, 20:03:34 time: 0.1868 data_time: 0.0045 loss: 1.5146 2023/03/25 17:55:19 - mmengine - INFO - Epoch(train) [127][2300/5005] lr: 3.5294e-03 eta: 1 day, 20:03:17 time: 0.1853 data_time: 0.0046 loss: 1.3881 2023/03/25 17:55:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:55:38 - mmengine - INFO - Epoch(train) [127][2400/5005] lr: 3.5294e-03 eta: 1 day, 20:02:59 time: 0.1849 data_time: 0.0044 loss: 1.3633 2023/03/25 17:55:57 - mmengine - INFO - Epoch(train) [127][2500/5005] lr: 3.5294e-03 eta: 1 day, 20:02:41 time: 0.1843 data_time: 0.0045 loss: 1.2930 2023/03/25 17:56:16 - mmengine - INFO - Epoch(train) [127][2600/5005] lr: 3.5294e-03 eta: 1 day, 20:02:23 time: 0.1857 data_time: 0.0045 loss: 1.3885 2023/03/25 17:56:35 - mmengine - INFO - Epoch(train) [127][2700/5005] lr: 3.5294e-03 eta: 1 day, 20:02:05 time: 0.1850 data_time: 0.0045 loss: 1.3640 2023/03/25 17:56:54 - mmengine - INFO - Epoch(train) [127][2800/5005] lr: 3.5294e-03 eta: 1 day, 20:01:47 time: 0.1835 data_time: 0.0045 loss: 1.3700 2023/03/25 17:57:13 - mmengine - INFO - Epoch(train) [127][2900/5005] lr: 3.5294e-03 eta: 1 day, 20:01:30 time: 0.1849 data_time: 0.0044 loss: 1.3700 2023/03/25 17:57:32 - mmengine - INFO - Epoch(train) [127][3000/5005] lr: 3.5294e-03 eta: 1 day, 20:01:13 time: 0.1852 data_time: 0.0045 loss: 1.3654 2023/03/25 17:57:51 - mmengine - INFO - Epoch(train) [127][3100/5005] lr: 3.5294e-03 eta: 1 day, 20:00:55 time: 0.1851 data_time: 0.0044 loss: 1.4114 2023/03/25 17:58:10 - mmengine - INFO - Epoch(train) [127][3200/5005] lr: 3.5294e-03 eta: 1 day, 20:00:38 time: 0.1864 data_time: 0.0045 loss: 1.4184 2023/03/25 17:58:29 - mmengine - INFO - Epoch(train) [127][3300/5005] lr: 3.5294e-03 eta: 1 day, 20:00:20 time: 0.1859 data_time: 0.0044 loss: 1.4309 2023/03/25 17:58:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 17:58:48 - mmengine - INFO - Epoch(train) [127][3400/5005] lr: 3.5294e-03 eta: 1 day, 20:00:02 time: 0.1853 data_time: 0.0044 loss: 1.4016 2023/03/25 17:59:06 - mmengine - INFO - Epoch(train) [127][3500/5005] lr: 3.5294e-03 eta: 1 day, 19:59:44 time: 0.1861 data_time: 0.0045 loss: 1.3525 2023/03/25 17:59:25 - mmengine - INFO - Epoch(train) [127][3600/5005] lr: 3.5294e-03 eta: 1 day, 19:59:27 time: 0.1845 data_time: 0.0044 loss: 1.2173 2023/03/25 17:59:44 - mmengine - INFO - Epoch(train) [127][3700/5005] lr: 3.5294e-03 eta: 1 day, 19:59:09 time: 0.1847 data_time: 0.0044 loss: 1.4540 2023/03/25 18:00:03 - mmengine - INFO - Epoch(train) [127][3800/5005] lr: 3.5294e-03 eta: 1 day, 19:58:51 time: 0.1853 data_time: 0.0044 loss: 1.4842 2023/03/25 18:00:23 - mmengine - INFO - Epoch(train) [127][3900/5005] lr: 3.5294e-03 eta: 1 day, 19:58:34 time: 0.1852 data_time: 0.0045 loss: 1.5515 2023/03/25 18:00:41 - mmengine - INFO - Epoch(train) [127][4000/5005] lr: 3.5294e-03 eta: 1 day, 19:58:16 time: 0.1867 data_time: 0.0044 loss: 1.2793 2023/03/25 18:01:00 - mmengine - INFO - Epoch(train) [127][4100/5005] lr: 3.5294e-03 eta: 1 day, 19:57:58 time: 0.1841 data_time: 0.0045 loss: 1.3773 2023/03/25 18:01:19 - mmengine - INFO - Epoch(train) [127][4200/5005] lr: 3.5294e-03 eta: 1 day, 19:57:41 time: 0.1854 data_time: 0.0045 loss: 1.4390 2023/03/25 18:01:38 - mmengine - INFO - Epoch(train) [127][4300/5005] lr: 3.5294e-03 eta: 1 day, 19:57:23 time: 0.1853 data_time: 0.0045 loss: 1.3929 2023/03/25 18:01:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:01:57 - mmengine - INFO - Epoch(train) [127][4400/5005] lr: 3.5294e-03 eta: 1 day, 19:57:05 time: 0.1844 data_time: 0.0044 loss: 1.3267 2023/03/25 18:02:16 - mmengine - INFO - Epoch(train) [127][4500/5005] lr: 3.5294e-03 eta: 1 day, 19:56:47 time: 0.1853 data_time: 0.0045 loss: 1.5234 2023/03/25 18:02:35 - mmengine - INFO - Epoch(train) [127][4600/5005] lr: 3.5294e-03 eta: 1 day, 19:56:30 time: 0.1862 data_time: 0.0045 loss: 1.4749 2023/03/25 18:02:54 - mmengine - INFO - Epoch(train) [127][4700/5005] lr: 3.5294e-03 eta: 1 day, 19:56:12 time: 0.1851 data_time: 0.0046 loss: 1.4395 2023/03/25 18:03:13 - mmengine - INFO - Epoch(train) [127][4800/5005] lr: 3.5294e-03 eta: 1 day, 19:55:54 time: 0.1840 data_time: 0.0044 loss: 1.4590 2023/03/25 18:03:32 - mmengine - INFO - Epoch(train) [127][4900/5005] lr: 3.5294e-03 eta: 1 day, 19:55:37 time: 0.2076 data_time: 0.0044 loss: 1.3765 2023/03/25 18:03:51 - mmengine - INFO - Epoch(train) [127][5000/5005] lr: 3.5294e-03 eta: 1 day, 19:55:19 time: 0.1838 data_time: 0.0052 loss: 1.5721 2023/03/25 18:03:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:03:52 - mmengine - INFO - Saving checkpoint at 127 epochs 2023/03/25 18:04:00 - mmengine - INFO - Epoch(val) [127][100/196] eta: 0:00:06 time: 0.0617 data_time: 0.0217 2023/03/25 18:04:29 - mmengine - INFO - Epoch(val) [127][196/196] accuracy/top1: 69.8180 accuracy/top5: 89.2260data_time: 0.0675 time: 0.1024 2023/03/25 18:04:49 - mmengine - INFO - Epoch(train) [128][ 100/5005] lr: 3.4588e-03 eta: 1 day, 19:55:02 time: 0.1844 data_time: 0.0045 loss: 1.6375 2023/03/25 18:05:08 - mmengine - INFO - Epoch(train) [128][ 200/5005] lr: 3.4588e-03 eta: 1 day, 19:54:44 time: 0.1846 data_time: 0.0048 loss: 1.2257 2023/03/25 18:05:27 - mmengine - INFO - Epoch(train) [128][ 300/5005] lr: 3.4588e-03 eta: 1 day, 19:54:26 time: 0.1851 data_time: 0.0047 loss: 1.3634 2023/03/25 18:05:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:05:46 - mmengine - INFO - Epoch(train) [128][ 400/5005] lr: 3.4588e-03 eta: 1 day, 19:54:09 time: 0.1850 data_time: 0.0045 loss: 1.3926 2023/03/25 18:06:05 - mmengine - INFO - Epoch(train) [128][ 500/5005] lr: 3.4588e-03 eta: 1 day, 19:53:51 time: 0.1829 data_time: 0.0046 loss: 1.3669 2023/03/25 18:06:23 - mmengine - INFO - Epoch(train) [128][ 600/5005] lr: 3.4588e-03 eta: 1 day, 19:53:33 time: 0.1836 data_time: 0.0047 loss: 1.4415 2023/03/25 18:06:42 - mmengine - INFO - Epoch(train) [128][ 700/5005] lr: 3.4588e-03 eta: 1 day, 19:53:15 time: 0.2053 data_time: 0.0046 loss: 1.2418 2023/03/25 18:07:01 - mmengine - INFO - Epoch(train) [128][ 800/5005] lr: 3.4588e-03 eta: 1 day, 19:52:58 time: 0.1876 data_time: 0.0046 loss: 1.4252 2023/03/25 18:07:20 - mmengine - INFO - Epoch(train) [128][ 900/5005] lr: 3.4588e-03 eta: 1 day, 19:52:40 time: 0.1852 data_time: 0.0046 loss: 1.2777 2023/03/25 18:07:39 - mmengine - INFO - Epoch(train) [128][1000/5005] lr: 3.4588e-03 eta: 1 day, 19:52:22 time: 0.1851 data_time: 0.0046 loss: 1.3288 2023/03/25 18:07:58 - mmengine - INFO - Epoch(train) [128][1100/5005] lr: 3.4588e-03 eta: 1 day, 19:52:05 time: 0.1852 data_time: 0.0045 loss: 1.4526 2023/03/25 18:08:17 - mmengine - INFO - Epoch(train) [128][1200/5005] lr: 3.4588e-03 eta: 1 day, 19:51:47 time: 0.1863 data_time: 0.0046 loss: 1.2342 2023/03/25 18:08:36 - mmengine - INFO - Epoch(train) [128][1300/5005] lr: 3.4588e-03 eta: 1 day, 19:51:29 time: 0.1849 data_time: 0.0045 loss: 1.4942 2023/03/25 18:08:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:08:55 - mmengine - INFO - Epoch(train) [128][1400/5005] lr: 3.4588e-03 eta: 1 day, 19:51:12 time: 0.1859 data_time: 0.0045 loss: 1.2925 2023/03/25 18:09:14 - mmengine - INFO - Epoch(train) [128][1500/5005] lr: 3.4588e-03 eta: 1 day, 19:50:54 time: 0.1861 data_time: 0.0046 loss: 1.5953 2023/03/25 18:09:33 - mmengine - INFO - Epoch(train) [128][1600/5005] lr: 3.4588e-03 eta: 1 day, 19:50:36 time: 0.1866 data_time: 0.0046 loss: 1.4208 2023/03/25 18:09:52 - mmengine - INFO - Epoch(train) [128][1700/5005] lr: 3.4588e-03 eta: 1 day, 19:50:18 time: 0.2104 data_time: 0.0046 loss: 1.3054 2023/03/25 18:10:11 - mmengine - INFO - Epoch(train) [128][1800/5005] lr: 3.4588e-03 eta: 1 day, 19:50:01 time: 0.1856 data_time: 0.0045 loss: 1.3703 2023/03/25 18:10:30 - mmengine - INFO - Epoch(train) [128][1900/5005] lr: 3.4588e-03 eta: 1 day, 19:49:43 time: 0.1841 data_time: 0.0046 loss: 1.6748 2023/03/25 18:10:49 - mmengine - INFO - Epoch(train) [128][2000/5005] lr: 3.4588e-03 eta: 1 day, 19:49:25 time: 0.1862 data_time: 0.0048 loss: 1.4378 2023/03/25 18:11:08 - mmengine - INFO - Epoch(train) [128][2100/5005] lr: 3.4588e-03 eta: 1 day, 19:49:08 time: 0.2038 data_time: 0.0046 loss: 1.4592 2023/03/25 18:11:27 - mmengine - INFO - Epoch(train) [128][2200/5005] lr: 3.4588e-03 eta: 1 day, 19:48:51 time: 0.1845 data_time: 0.0045 loss: 1.2602 2023/03/25 18:11:46 - mmengine - INFO - Epoch(train) [128][2300/5005] lr: 3.4588e-03 eta: 1 day, 19:48:33 time: 0.1853 data_time: 0.0045 loss: 1.4006 2023/03/25 18:11:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:12:05 - mmengine - INFO - Epoch(train) [128][2400/5005] lr: 3.4588e-03 eta: 1 day, 19:48:15 time: 0.1852 data_time: 0.0046 loss: 1.3030 2023/03/25 18:12:24 - mmengine - INFO - Epoch(train) [128][2500/5005] lr: 3.4588e-03 eta: 1 day, 19:47:57 time: 0.1853 data_time: 0.0045 loss: 1.3861 2023/03/25 18:12:43 - mmengine - INFO - Epoch(train) [128][2600/5005] lr: 3.4588e-03 eta: 1 day, 19:47:40 time: 0.1858 data_time: 0.0046 loss: 1.5007 2023/03/25 18:13:02 - mmengine - INFO - Epoch(train) [128][2700/5005] lr: 3.4588e-03 eta: 1 day, 19:47:22 time: 0.2092 data_time: 0.0045 loss: 1.4038 2023/03/25 18:13:21 - mmengine - INFO - Epoch(train) [128][2800/5005] lr: 3.4588e-03 eta: 1 day, 19:47:05 time: 0.2026 data_time: 0.0045 loss: 1.4389 2023/03/25 18:13:40 - mmengine - INFO - Epoch(train) [128][2900/5005] lr: 3.4588e-03 eta: 1 day, 19:46:47 time: 0.1851 data_time: 0.0045 loss: 1.4241 2023/03/25 18:13:59 - mmengine - INFO - Epoch(train) [128][3000/5005] lr: 3.4588e-03 eta: 1 day, 19:46:29 time: 0.1847 data_time: 0.0044 loss: 1.2167 2023/03/25 18:14:18 - mmengine - INFO - Epoch(train) [128][3100/5005] lr: 3.4588e-03 eta: 1 day, 19:46:11 time: 0.1863 data_time: 0.0046 loss: 1.3742 2023/03/25 18:14:37 - mmengine - INFO - Epoch(train) [128][3200/5005] lr: 3.4588e-03 eta: 1 day, 19:45:54 time: 0.1854 data_time: 0.0045 loss: 1.5112 2023/03/25 18:14:56 - mmengine - INFO - Epoch(train) [128][3300/5005] lr: 3.4588e-03 eta: 1 day, 19:45:36 time: 0.1857 data_time: 0.0046 loss: 1.5540 2023/03/25 18:15:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:15:15 - mmengine - INFO - Epoch(train) [128][3400/5005] lr: 3.4588e-03 eta: 1 day, 19:45:18 time: 0.1870 data_time: 0.0045 loss: 1.2638 2023/03/25 18:15:34 - mmengine - INFO - Epoch(train) [128][3500/5005] lr: 3.4588e-03 eta: 1 day, 19:45:01 time: 0.1886 data_time: 0.0046 loss: 1.3633 2023/03/25 18:15:53 - mmengine - INFO - Epoch(train) [128][3600/5005] lr: 3.4588e-03 eta: 1 day, 19:44:43 time: 0.1850 data_time: 0.0046 loss: 1.3420 2023/03/25 18:16:12 - mmengine - INFO - Epoch(train) [128][3700/5005] lr: 3.4588e-03 eta: 1 day, 19:44:26 time: 0.1830 data_time: 0.0045 loss: 1.5422 2023/03/25 18:16:31 - mmengine - INFO - Epoch(train) [128][3800/5005] lr: 3.4588e-03 eta: 1 day, 19:44:08 time: 0.1878 data_time: 0.0045 loss: 1.4047 2023/03/25 18:16:50 - mmengine - INFO - Epoch(train) [128][3900/5005] lr: 3.4588e-03 eta: 1 day, 19:43:50 time: 0.1851 data_time: 0.0046 loss: 1.5568 2023/03/25 18:17:09 - mmengine - INFO - Epoch(train) [128][4000/5005] lr: 3.4588e-03 eta: 1 day, 19:43:33 time: 0.1846 data_time: 0.0046 loss: 1.3476 2023/03/25 18:17:28 - mmengine - INFO - Epoch(train) [128][4100/5005] lr: 3.4588e-03 eta: 1 day, 19:43:15 time: 0.2090 data_time: 0.0046 loss: 1.3764 2023/03/25 18:17:47 - mmengine - INFO - Epoch(train) [128][4200/5005] lr: 3.4588e-03 eta: 1 day, 19:42:57 time: 0.1862 data_time: 0.0046 loss: 1.3785 2023/03/25 18:18:06 - mmengine - INFO - Epoch(train) [128][4300/5005] lr: 3.4588e-03 eta: 1 day, 19:42:40 time: 0.1865 data_time: 0.0045 loss: 1.4083 2023/03/25 18:18:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:18:25 - mmengine - INFO - Epoch(train) [128][4400/5005] lr: 3.4588e-03 eta: 1 day, 19:42:22 time: 0.1850 data_time: 0.0046 loss: 1.5442 2023/03/25 18:18:44 - mmengine - INFO - Epoch(train) [128][4500/5005] lr: 3.4588e-03 eta: 1 day, 19:42:04 time: 0.1863 data_time: 0.0046 loss: 1.3846 2023/03/25 18:19:03 - mmengine - INFO - Epoch(train) [128][4600/5005] lr: 3.4588e-03 eta: 1 day, 19:41:47 time: 0.1823 data_time: 0.0047 loss: 1.3475 2023/03/25 18:19:22 - mmengine - INFO - Epoch(train) [128][4700/5005] lr: 3.4588e-03 eta: 1 day, 19:41:29 time: 0.1853 data_time: 0.0047 loss: 1.3801 2023/03/25 18:19:41 - mmengine - INFO - Epoch(train) [128][4800/5005] lr: 3.4588e-03 eta: 1 day, 19:41:11 time: 0.1860 data_time: 0.0045 loss: 1.5609 2023/03/25 18:20:00 - mmengine - INFO - Epoch(train) [128][4900/5005] lr: 3.4588e-03 eta: 1 day, 19:40:54 time: 0.1857 data_time: 0.0046 loss: 1.4293 2023/03/25 18:20:18 - mmengine - INFO - Epoch(train) [128][5000/5005] lr: 3.4588e-03 eta: 1 day, 19:40:36 time: 0.1850 data_time: 0.0052 loss: 1.4467 2023/03/25 18:20:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:20:20 - mmengine - INFO - Saving checkpoint at 128 epochs 2023/03/25 18:20:28 - mmengine - INFO - Epoch(val) [128][100/196] eta: 0:00:06 time: 0.0597 data_time: 0.0215 2023/03/25 18:20:57 - mmengine - INFO - Epoch(val) [128][196/196] accuracy/top1: 69.4240 accuracy/top5: 88.9740data_time: 0.0649 time: 0.1013 2023/03/25 18:21:17 - mmengine - INFO - Epoch(train) [129][ 100/5005] lr: 3.3896e-03 eta: 1 day, 19:40:19 time: 0.1848 data_time: 0.0046 loss: 1.4166 2023/03/25 18:21:36 - mmengine - INFO - Epoch(train) [129][ 200/5005] lr: 3.3896e-03 eta: 1 day, 19:40:01 time: 0.1869 data_time: 0.0046 loss: 1.5275 2023/03/25 18:21:55 - mmengine - INFO - Epoch(train) [129][ 300/5005] lr: 3.3896e-03 eta: 1 day, 19:39:43 time: 0.1850 data_time: 0.0047 loss: 1.3621 2023/03/25 18:22:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:22:14 - mmengine - INFO - Epoch(train) [129][ 400/5005] lr: 3.3896e-03 eta: 1 day, 19:39:25 time: 0.1858 data_time: 0.0046 loss: 1.6527 2023/03/25 18:22:33 - mmengine - INFO - Epoch(train) [129][ 500/5005] lr: 3.3896e-03 eta: 1 day, 19:39:08 time: 0.1839 data_time: 0.0046 loss: 1.4668 2023/03/25 18:22:52 - mmengine - INFO - Epoch(train) [129][ 600/5005] lr: 3.3896e-03 eta: 1 day, 19:38:50 time: 0.1855 data_time: 0.0046 loss: 1.4591 2023/03/25 18:23:10 - mmengine - INFO - Epoch(train) [129][ 700/5005] lr: 3.3896e-03 eta: 1 day, 19:38:32 time: 0.1858 data_time: 0.0046 loss: 1.5659 2023/03/25 18:23:29 - mmengine - INFO - Epoch(train) [129][ 800/5005] lr: 3.3896e-03 eta: 1 day, 19:38:14 time: 0.1859 data_time: 0.0046 loss: 1.3166 2023/03/25 18:23:48 - mmengine - INFO - Epoch(train) [129][ 900/5005] lr: 3.3896e-03 eta: 1 day, 19:37:56 time: 0.1848 data_time: 0.0047 loss: 1.2520 2023/03/25 18:24:07 - mmengine - INFO - Epoch(train) [129][1000/5005] lr: 3.3896e-03 eta: 1 day, 19:37:39 time: 0.2063 data_time: 0.0045 loss: 1.3316 2023/03/25 18:24:26 - mmengine - INFO - Epoch(train) [129][1100/5005] lr: 3.3896e-03 eta: 1 day, 19:37:21 time: 0.1840 data_time: 0.0046 loss: 1.4855 2023/03/25 18:24:45 - mmengine - INFO - Epoch(train) [129][1200/5005] lr: 3.3896e-03 eta: 1 day, 19:37:03 time: 0.1846 data_time: 0.0045 loss: 1.4166 2023/03/25 18:25:04 - mmengine - INFO - Epoch(train) [129][1300/5005] lr: 3.3896e-03 eta: 1 day, 19:36:46 time: 0.1853 data_time: 0.0046 loss: 1.2718 2023/03/25 18:25:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:25:23 - mmengine - INFO - Epoch(train) [129][1400/5005] lr: 3.3896e-03 eta: 1 day, 19:36:28 time: 0.1861 data_time: 0.0045 loss: 1.5988 2023/03/25 18:25:42 - mmengine - INFO - Epoch(train) [129][1500/5005] lr: 3.3896e-03 eta: 1 day, 19:36:11 time: 0.1842 data_time: 0.0046 loss: 1.3755 2023/03/25 18:26:01 - mmengine - INFO - Epoch(train) [129][1600/5005] lr: 3.3896e-03 eta: 1 day, 19:35:53 time: 0.1864 data_time: 0.0045 loss: 1.3968 2023/03/25 18:26:20 - mmengine - INFO - Epoch(train) [129][1700/5005] lr: 3.3896e-03 eta: 1 day, 19:35:35 time: 0.1845 data_time: 0.0045 loss: 1.1955 2023/03/25 18:26:39 - mmengine - INFO - Epoch(train) [129][1800/5005] lr: 3.3896e-03 eta: 1 day, 19:35:17 time: 0.1836 data_time: 0.0045 loss: 1.3261 2023/03/25 18:26:58 - mmengine - INFO - Epoch(train) [129][1900/5005] lr: 3.3896e-03 eta: 1 day, 19:35:00 time: 0.1850 data_time: 0.0045 loss: 1.4413 2023/03/25 18:27:17 - mmengine - INFO - Epoch(train) [129][2000/5005] lr: 3.3896e-03 eta: 1 day, 19:34:42 time: 0.1842 data_time: 0.0045 loss: 1.3391 2023/03/25 18:27:36 - mmengine - INFO - Epoch(train) [129][2100/5005] lr: 3.3896e-03 eta: 1 day, 19:34:24 time: 0.1852 data_time: 0.0046 loss: 1.3773 2023/03/25 18:27:55 - mmengine - INFO - Epoch(train) [129][2200/5005] lr: 3.3896e-03 eta: 1 day, 19:34:06 time: 0.1819 data_time: 0.0046 loss: 1.3903 2023/03/25 18:28:14 - mmengine - INFO - Epoch(train) [129][2300/5005] lr: 3.3896e-03 eta: 1 day, 19:33:49 time: 0.1861 data_time: 0.0046 loss: 1.3409 2023/03/25 18:28:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:28:33 - mmengine - INFO - Epoch(train) [129][2400/5005] lr: 3.3896e-03 eta: 1 day, 19:33:31 time: 0.1850 data_time: 0.0046 loss: 1.2278 2023/03/25 18:28:52 - mmengine - INFO - Epoch(train) [129][2500/5005] lr: 3.3896e-03 eta: 1 day, 19:33:13 time: 0.1864 data_time: 0.0045 loss: 1.2976 2023/03/25 18:29:11 - mmengine - INFO - Epoch(train) [129][2600/5005] lr: 3.3896e-03 eta: 1 day, 19:32:56 time: 0.1857 data_time: 0.0045 loss: 1.6294 2023/03/25 18:29:30 - mmengine - INFO - Epoch(train) [129][2700/5005] lr: 3.3896e-03 eta: 1 day, 19:32:38 time: 0.1832 data_time: 0.0045 loss: 1.3827 2023/03/25 18:29:49 - mmengine - INFO - Epoch(train) [129][2800/5005] lr: 3.3896e-03 eta: 1 day, 19:32:20 time: 0.1867 data_time: 0.0045 loss: 1.3340 2023/03/25 18:30:07 - mmengine - INFO - Epoch(train) [129][2900/5005] lr: 3.3896e-03 eta: 1 day, 19:32:02 time: 0.1871 data_time: 0.0045 loss: 1.4998 2023/03/25 18:30:27 - mmengine - INFO - Epoch(train) [129][3000/5005] lr: 3.3896e-03 eta: 1 day, 19:31:45 time: 0.1851 data_time: 0.0046 loss: 1.3987 2023/03/25 18:30:45 - mmengine - INFO - Epoch(train) [129][3100/5005] lr: 3.3896e-03 eta: 1 day, 19:31:27 time: 0.1860 data_time: 0.0045 loss: 1.4370 2023/03/25 18:31:04 - mmengine - INFO - Epoch(train) [129][3200/5005] lr: 3.3896e-03 eta: 1 day, 19:31:09 time: 0.1872 data_time: 0.0047 loss: 1.2772 2023/03/25 18:31:23 - mmengine - INFO - Epoch(train) [129][3300/5005] lr: 3.3896e-03 eta: 1 day, 19:30:52 time: 0.2057 data_time: 0.0047 loss: 1.5027 2023/03/25 18:31:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:31:42 - mmengine - INFO - Epoch(train) [129][3400/5005] lr: 3.3896e-03 eta: 1 day, 19:30:34 time: 0.1840 data_time: 0.0046 loss: 1.3449 2023/03/25 18:32:01 - mmengine - INFO - Epoch(train) [129][3500/5005] lr: 3.3896e-03 eta: 1 day, 19:30:16 time: 0.1843 data_time: 0.0046 loss: 1.4321 2023/03/25 18:32:20 - mmengine - INFO - Epoch(train) [129][3600/5005] lr: 3.3896e-03 eta: 1 day, 19:29:59 time: 0.1860 data_time: 0.0046 loss: 1.3566 2023/03/25 18:32:39 - mmengine - INFO - Epoch(train) [129][3700/5005] lr: 3.3896e-03 eta: 1 day, 19:29:41 time: 0.1850 data_time: 0.0046 loss: 1.2633 2023/03/25 18:32:58 - mmengine - INFO - Epoch(train) [129][3800/5005] lr: 3.3896e-03 eta: 1 day, 19:29:23 time: 0.1822 data_time: 0.0045 loss: 1.5323 2023/03/25 18:33:17 - mmengine - INFO - Epoch(train) [129][3900/5005] lr: 3.3896e-03 eta: 1 day, 19:29:05 time: 0.1849 data_time: 0.0045 loss: 1.4571 2023/03/25 18:33:36 - mmengine - INFO - Epoch(train) [129][4000/5005] lr: 3.3896e-03 eta: 1 day, 19:28:48 time: 0.1860 data_time: 0.0046 loss: 1.3017 2023/03/25 18:33:55 - mmengine - INFO - Epoch(train) [129][4100/5005] lr: 3.3896e-03 eta: 1 day, 19:28:30 time: 0.1836 data_time: 0.0045 loss: 1.3127 2023/03/25 18:34:14 - mmengine - INFO - Epoch(train) [129][4200/5005] lr: 3.3896e-03 eta: 1 day, 19:28:13 time: 0.2038 data_time: 0.0048 loss: 1.3588 2023/03/25 18:34:33 - mmengine - INFO - Epoch(train) [129][4300/5005] lr: 3.3896e-03 eta: 1 day, 19:27:55 time: 0.1855 data_time: 0.0046 loss: 1.3109 2023/03/25 18:34:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:34:52 - mmengine - INFO - Epoch(train) [129][4400/5005] lr: 3.3896e-03 eta: 1 day, 19:27:37 time: 0.1848 data_time: 0.0045 loss: 1.3206 2023/03/25 18:35:11 - mmengine - INFO - Epoch(train) [129][4500/5005] lr: 3.3896e-03 eta: 1 day, 19:27:20 time: 0.1845 data_time: 0.0046 loss: 1.3595 2023/03/25 18:35:30 - mmengine - INFO - Epoch(train) [129][4600/5005] lr: 3.3896e-03 eta: 1 day, 19:27:02 time: 0.1850 data_time: 0.0045 loss: 1.2361 2023/03/25 18:35:49 - mmengine - INFO - Epoch(train) [129][4700/5005] lr: 3.3896e-03 eta: 1 day, 19:26:44 time: 0.1831 data_time: 0.0046 loss: 1.5193 2023/03/25 18:36:08 - mmengine - INFO - Epoch(train) [129][4800/5005] lr: 3.3896e-03 eta: 1 day, 19:26:26 time: 0.1867 data_time: 0.0046 loss: 1.3262 2023/03/25 18:36:27 - mmengine - INFO - Epoch(train) [129][4900/5005] lr: 3.3896e-03 eta: 1 day, 19:26:09 time: 0.1860 data_time: 0.0046 loss: 1.4142 2023/03/25 18:36:46 - mmengine - INFO - Epoch(train) [129][5000/5005] lr: 3.3896e-03 eta: 1 day, 19:25:51 time: 0.1836 data_time: 0.0053 loss: 1.4282 2023/03/25 18:36:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:36:47 - mmengine - INFO - Saving checkpoint at 129 epochs 2023/03/25 18:36:55 - mmengine - INFO - Epoch(val) [129][100/196] eta: 0:00:06 time: 0.0396 data_time: 0.0008 2023/03/25 18:37:24 - mmengine - INFO - Epoch(val) [129][196/196] accuracy/top1: 69.5440 accuracy/top5: 89.1640data_time: 0.0677 time: 0.1009 2023/03/25 18:37:44 - mmengine - INFO - Epoch(train) [130][ 100/5005] lr: 3.3218e-03 eta: 1 day, 19:25:34 time: 0.1849 data_time: 0.0046 loss: 1.3613 2023/03/25 18:38:03 - mmengine - INFO - Epoch(train) [130][ 200/5005] lr: 3.3218e-03 eta: 1 day, 19:25:16 time: 0.1856 data_time: 0.0046 loss: 1.3758 2023/03/25 18:38:22 - mmengine - INFO - Epoch(train) [130][ 300/5005] lr: 3.3218e-03 eta: 1 day, 19:24:58 time: 0.1859 data_time: 0.0047 loss: 1.2954 2023/03/25 18:38:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:38:41 - mmengine - INFO - Epoch(train) [130][ 400/5005] lr: 3.3218e-03 eta: 1 day, 19:24:40 time: 0.1852 data_time: 0.0046 loss: 1.3585 2023/03/25 18:39:00 - mmengine - INFO - Epoch(train) [130][ 500/5005] lr: 3.3218e-03 eta: 1 day, 19:24:23 time: 0.1833 data_time: 0.0046 loss: 1.3402 2023/03/25 18:39:19 - mmengine - INFO - Epoch(train) [130][ 600/5005] lr: 3.3218e-03 eta: 1 day, 19:24:05 time: 0.1857 data_time: 0.0047 loss: 1.4708 2023/03/25 18:39:38 - mmengine - INFO - Epoch(train) [130][ 700/5005] lr: 3.3218e-03 eta: 1 day, 19:23:47 time: 0.1868 data_time: 0.0047 loss: 1.5197 2023/03/25 18:39:57 - mmengine - INFO - Epoch(train) [130][ 800/5005] lr: 3.3218e-03 eta: 1 day, 19:23:30 time: 0.1856 data_time: 0.0046 loss: 1.3454 2023/03/25 18:40:16 - mmengine - INFO - Epoch(train) [130][ 900/5005] lr: 3.3218e-03 eta: 1 day, 19:23:12 time: 0.1859 data_time: 0.0046 loss: 1.3534 2023/03/25 18:40:35 - mmengine - INFO - Epoch(train) [130][1000/5005] lr: 3.3218e-03 eta: 1 day, 19:22:54 time: 0.1847 data_time: 0.0047 loss: 1.4226 2023/03/25 18:40:54 - mmengine - INFO - Epoch(train) [130][1100/5005] lr: 3.3218e-03 eta: 1 day, 19:22:36 time: 0.1853 data_time: 0.0046 loss: 1.2505 2023/03/25 18:41:13 - mmengine - INFO - Epoch(train) [130][1200/5005] lr: 3.3218e-03 eta: 1 day, 19:22:19 time: 0.1875 data_time: 0.0046 loss: 1.3355 2023/03/25 18:41:32 - mmengine - INFO - Epoch(train) [130][1300/5005] lr: 3.3218e-03 eta: 1 day, 19:22:02 time: 0.1863 data_time: 0.0048 loss: 1.2230 2023/03/25 18:41:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:41:51 - mmengine - INFO - Epoch(train) [130][1400/5005] lr: 3.3218e-03 eta: 1 day, 19:21:44 time: 0.1846 data_time: 0.0045 loss: 1.1269 2023/03/25 18:42:10 - mmengine - INFO - Epoch(train) [130][1500/5005] lr: 3.3218e-03 eta: 1 day, 19:21:27 time: 0.2021 data_time: 0.0045 loss: 1.2023 2023/03/25 18:42:29 - mmengine - INFO - Epoch(train) [130][1600/5005] lr: 3.3218e-03 eta: 1 day, 19:21:09 time: 0.1888 data_time: 0.0046 loss: 1.4004 2023/03/25 18:42:48 - mmengine - INFO - Epoch(train) [130][1700/5005] lr: 3.3218e-03 eta: 1 day, 19:20:51 time: 0.1838 data_time: 0.0046 loss: 1.4369 2023/03/25 18:43:07 - mmengine - INFO - Epoch(train) [130][1800/5005] lr: 3.3218e-03 eta: 1 day, 19:20:33 time: 0.1873 data_time: 0.0045 loss: 1.2748 2023/03/25 18:43:26 - mmengine - INFO - Epoch(train) [130][1900/5005] lr: 3.3218e-03 eta: 1 day, 19:20:15 time: 0.1870 data_time: 0.0046 loss: 1.3415 2023/03/25 18:43:45 - mmengine - INFO - Epoch(train) [130][2000/5005] lr: 3.3218e-03 eta: 1 day, 19:19:58 time: 0.1847 data_time: 0.0046 loss: 1.2378 2023/03/25 18:44:04 - mmengine - INFO - Epoch(train) [130][2100/5005] lr: 3.3218e-03 eta: 1 day, 19:19:40 time: 0.1868 data_time: 0.0050 loss: 1.5271 2023/03/25 18:44:23 - mmengine - INFO - Epoch(train) [130][2200/5005] lr: 3.3218e-03 eta: 1 day, 19:19:23 time: 0.2008 data_time: 0.0046 loss: 1.3331 2023/03/25 18:44:42 - mmengine - INFO - Epoch(train) [130][2300/5005] lr: 3.3218e-03 eta: 1 day, 19:19:05 time: 0.1847 data_time: 0.0046 loss: 1.4519 2023/03/25 18:44:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:45:01 - mmengine - INFO - Epoch(train) [130][2400/5005] lr: 3.3218e-03 eta: 1 day, 19:18:47 time: 0.1956 data_time: 0.0047 loss: 1.2789 2023/03/25 18:45:20 - mmengine - INFO - Epoch(train) [130][2500/5005] lr: 3.3218e-03 eta: 1 day, 19:18:30 time: 0.1851 data_time: 0.0047 loss: 1.3263 2023/03/25 18:45:39 - mmengine - INFO - Epoch(train) [130][2600/5005] lr: 3.3218e-03 eta: 1 day, 19:18:12 time: 0.1864 data_time: 0.0046 loss: 1.3637 2023/03/25 18:45:58 - mmengine - INFO - Epoch(train) [130][2700/5005] lr: 3.3218e-03 eta: 1 day, 19:17:54 time: 0.1832 data_time: 0.0045 loss: 1.1958 2023/03/25 18:46:17 - mmengine - INFO - Epoch(train) [130][2800/5005] lr: 3.3218e-03 eta: 1 day, 19:17:36 time: 0.1884 data_time: 0.0046 loss: 1.6260 2023/03/25 18:46:36 - mmengine - INFO - Epoch(train) [130][2900/5005] lr: 3.3218e-03 eta: 1 day, 19:17:19 time: 0.1865 data_time: 0.0045 loss: 1.3428 2023/03/25 18:46:55 - mmengine - INFO - Epoch(train) [130][3000/5005] lr: 3.3218e-03 eta: 1 day, 19:17:01 time: 0.1859 data_time: 0.0046 loss: 1.3253 2023/03/25 18:47:14 - mmengine - INFO - Epoch(train) [130][3100/5005] lr: 3.3218e-03 eta: 1 day, 19:16:44 time: 0.1858 data_time: 0.0045 loss: 1.3775 2023/03/25 18:47:33 - mmengine - INFO - Epoch(train) [130][3200/5005] lr: 3.3218e-03 eta: 1 day, 19:16:26 time: 0.1852 data_time: 0.0046 loss: 1.2970 2023/03/25 18:47:52 - mmengine - INFO - Epoch(train) [130][3300/5005] lr: 3.3218e-03 eta: 1 day, 19:16:08 time: 0.1856 data_time: 0.0046 loss: 1.3332 2023/03/25 18:48:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:48:11 - mmengine - INFO - Epoch(train) [130][3400/5005] lr: 3.3218e-03 eta: 1 day, 19:15:51 time: 0.1930 data_time: 0.0046 loss: 1.4287 2023/03/25 18:48:30 - mmengine - INFO - Epoch(train) [130][3500/5005] lr: 3.3218e-03 eta: 1 day, 19:15:33 time: 0.1862 data_time: 0.0046 loss: 1.3353 2023/03/25 18:48:49 - mmengine - INFO - Epoch(train) [130][3600/5005] lr: 3.3218e-03 eta: 1 day, 19:15:15 time: 0.1850 data_time: 0.0046 loss: 1.3114 2023/03/25 18:49:08 - mmengine - INFO - Epoch(train) [130][3700/5005] lr: 3.3218e-03 eta: 1 day, 19:14:57 time: 0.1847 data_time: 0.0046 loss: 1.5512 2023/03/25 18:49:27 - mmengine - INFO - Epoch(train) [130][3800/5005] lr: 3.3218e-03 eta: 1 day, 19:14:40 time: 0.1841 data_time: 0.0047 loss: 1.2178 2023/03/25 18:49:46 - mmengine - INFO - Epoch(train) [130][3900/5005] lr: 3.3218e-03 eta: 1 day, 19:14:22 time: 0.1853 data_time: 0.0046 loss: 1.2906 2023/03/25 18:50:05 - mmengine - INFO - Epoch(train) [130][4000/5005] lr: 3.3218e-03 eta: 1 day, 19:14:04 time: 0.1850 data_time: 0.0046 loss: 1.3512 2023/03/25 18:50:24 - mmengine - INFO - Epoch(train) [130][4100/5005] lr: 3.3218e-03 eta: 1 day, 19:13:47 time: 0.1859 data_time: 0.0046 loss: 1.3025 2023/03/25 18:50:43 - mmengine - INFO - Epoch(train) [130][4200/5005] lr: 3.3218e-03 eta: 1 day, 19:13:29 time: 0.1856 data_time: 0.0046 loss: 1.3294 2023/03/25 18:51:02 - mmengine - INFO - Epoch(train) [130][4300/5005] lr: 3.3218e-03 eta: 1 day, 19:13:11 time: 0.1855 data_time: 0.0045 loss: 1.1747 2023/03/25 18:51:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:51:21 - mmengine - INFO - Epoch(train) [130][4400/5005] lr: 3.3218e-03 eta: 1 day, 19:12:54 time: 0.1855 data_time: 0.0046 loss: 1.3323 2023/03/25 18:51:40 - mmengine - INFO - Epoch(train) [130][4500/5005] lr: 3.3218e-03 eta: 1 day, 19:12:36 time: 0.2115 data_time: 0.0046 loss: 1.2603 2023/03/25 18:51:59 - mmengine - INFO - Epoch(train) [130][4600/5005] lr: 3.3218e-03 eta: 1 day, 19:12:18 time: 0.1843 data_time: 0.0046 loss: 1.4630 2023/03/25 18:52:18 - mmengine - INFO - Epoch(train) [130][4700/5005] lr: 3.3218e-03 eta: 1 day, 19:12:00 time: 0.1845 data_time: 0.0047 loss: 1.3234 2023/03/25 18:52:37 - mmengine - INFO - Epoch(train) [130][4800/5005] lr: 3.3218e-03 eta: 1 day, 19:11:43 time: 0.1836 data_time: 0.0047 loss: 1.2409 2023/03/25 18:52:56 - mmengine - INFO - Epoch(train) [130][4900/5005] lr: 3.3218e-03 eta: 1 day, 19:11:25 time: 0.2102 data_time: 0.0046 loss: 1.5664 2023/03/25 18:53:15 - mmengine - INFO - Epoch(train) [130][5000/5005] lr: 3.3218e-03 eta: 1 day, 19:11:07 time: 0.1839 data_time: 0.0053 loss: 1.3035 2023/03/25 18:53:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:53:16 - mmengine - INFO - Saving checkpoint at 130 epochs 2023/03/25 18:53:24 - mmengine - INFO - Epoch(val) [130][100/196] eta: 0:00:06 time: 0.0629 data_time: 0.0232 2023/03/25 18:53:53 - mmengine - INFO - Epoch(val) [130][196/196] accuracy/top1: 69.6500 accuracy/top5: 89.0780data_time: 0.0666 time: 0.1002 2023/03/25 18:54:13 - mmengine - INFO - Epoch(train) [131][ 100/5005] lr: 3.2554e-03 eta: 1 day, 19:10:50 time: 0.1850 data_time: 0.0047 loss: 1.4669 2023/03/25 18:54:32 - mmengine - INFO - Epoch(train) [131][ 200/5005] lr: 3.2554e-03 eta: 1 day, 19:10:32 time: 0.1846 data_time: 0.0048 loss: 1.4940 2023/03/25 18:54:51 - mmengine - INFO - Epoch(train) [131][ 300/5005] lr: 3.2554e-03 eta: 1 day, 19:10:14 time: 0.1859 data_time: 0.0046 loss: 1.3579 2023/03/25 18:55:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:55:10 - mmengine - INFO - Epoch(train) [131][ 400/5005] lr: 3.2554e-03 eta: 1 day, 19:09:57 time: 0.1843 data_time: 0.0047 loss: 1.2744 2023/03/25 18:55:29 - mmengine - INFO - Epoch(train) [131][ 500/5005] lr: 3.2554e-03 eta: 1 day, 19:09:39 time: 0.1850 data_time: 0.0047 loss: 1.4229 2023/03/25 18:55:48 - mmengine - INFO - Epoch(train) [131][ 600/5005] lr: 3.2554e-03 eta: 1 day, 19:09:21 time: 0.1849 data_time: 0.0047 loss: 1.3546 2023/03/25 18:56:07 - mmengine - INFO - Epoch(train) [131][ 700/5005] lr: 3.2554e-03 eta: 1 day, 19:09:04 time: 0.1860 data_time: 0.0047 loss: 1.5268 2023/03/25 18:56:26 - mmengine - INFO - Epoch(train) [131][ 800/5005] lr: 3.2554e-03 eta: 1 day, 19:08:46 time: 0.1857 data_time: 0.0048 loss: 1.2551 2023/03/25 18:56:45 - mmengine - INFO - Epoch(train) [131][ 900/5005] lr: 3.2554e-03 eta: 1 day, 19:08:28 time: 0.1862 data_time: 0.0047 loss: 1.3580 2023/03/25 18:57:04 - mmengine - INFO - Epoch(train) [131][1000/5005] lr: 3.2554e-03 eta: 1 day, 19:08:10 time: 0.1848 data_time: 0.0047 loss: 1.2504 2023/03/25 18:57:23 - mmengine - INFO - Epoch(train) [131][1100/5005] lr: 3.2554e-03 eta: 1 day, 19:07:53 time: 0.1824 data_time: 0.0045 loss: 1.3223 2023/03/25 18:57:42 - mmengine - INFO - Epoch(train) [131][1200/5005] lr: 3.2554e-03 eta: 1 day, 19:07:35 time: 0.1853 data_time: 0.0047 loss: 1.3978 2023/03/25 18:58:01 - mmengine - INFO - Epoch(train) [131][1300/5005] lr: 3.2554e-03 eta: 1 day, 19:07:17 time: 0.1835 data_time: 0.0050 loss: 1.3793 2023/03/25 18:58:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 18:58:20 - mmengine - INFO - Epoch(train) [131][1400/5005] lr: 3.2554e-03 eta: 1 day, 19:07:00 time: 0.1869 data_time: 0.0047 loss: 1.2618 2023/03/25 18:58:38 - mmengine - INFO - Epoch(train) [131][1500/5005] lr: 3.2554e-03 eta: 1 day, 19:06:42 time: 0.1848 data_time: 0.0047 loss: 1.3213 2023/03/25 18:58:57 - mmengine - INFO - Epoch(train) [131][1600/5005] lr: 3.2554e-03 eta: 1 day, 19:06:24 time: 0.1837 data_time: 0.0047 loss: 1.2248 2023/03/25 18:59:17 - mmengine - INFO - Epoch(train) [131][1700/5005] lr: 3.2554e-03 eta: 1 day, 19:06:07 time: 0.1862 data_time: 0.0046 loss: 1.4381 2023/03/25 18:59:36 - mmengine - INFO - Epoch(train) [131][1800/5005] lr: 3.2554e-03 eta: 1 day, 19:05:49 time: 0.1850 data_time: 0.0046 loss: 1.3423 2023/03/25 18:59:54 - mmengine - INFO - Epoch(train) [131][1900/5005] lr: 3.2554e-03 eta: 1 day, 19:05:31 time: 0.1864 data_time: 0.0047 loss: 1.3710 2023/03/25 19:00:13 - mmengine - INFO - Epoch(train) [131][2000/5005] lr: 3.2554e-03 eta: 1 day, 19:05:13 time: 0.1853 data_time: 0.0046 loss: 1.3056 2023/03/25 19:00:33 - mmengine - INFO - Epoch(train) [131][2100/5005] lr: 3.2554e-03 eta: 1 day, 19:04:56 time: 0.1850 data_time: 0.0047 loss: 1.3311 2023/03/25 19:00:52 - mmengine - INFO - Epoch(train) [131][2200/5005] lr: 3.2554e-03 eta: 1 day, 19:04:38 time: 0.1868 data_time: 0.0047 loss: 1.4867 2023/03/25 19:01:11 - mmengine - INFO - Epoch(train) [131][2300/5005] lr: 3.2554e-03 eta: 1 day, 19:04:21 time: 0.2041 data_time: 0.0048 loss: 1.2447 2023/03/25 19:01:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:01:30 - mmengine - INFO - Epoch(train) [131][2400/5005] lr: 3.2554e-03 eta: 1 day, 19:04:03 time: 0.1864 data_time: 0.0047 loss: 1.4454 2023/03/25 19:01:49 - mmengine - INFO - Epoch(train) [131][2500/5005] lr: 3.2554e-03 eta: 1 day, 19:03:45 time: 0.1867 data_time: 0.0047 loss: 1.2288 2023/03/25 19:02:08 - mmengine - INFO - Epoch(train) [131][2600/5005] lr: 3.2554e-03 eta: 1 day, 19:03:27 time: 0.2013 data_time: 0.0047 loss: 1.2170 2023/03/25 19:02:27 - mmengine - INFO - Epoch(train) [131][2700/5005] lr: 3.2554e-03 eta: 1 day, 19:03:10 time: 0.1871 data_time: 0.0047 loss: 1.3062 2023/03/25 19:02:46 - mmengine - INFO - Epoch(train) [131][2800/5005] lr: 3.2554e-03 eta: 1 day, 19:02:52 time: 0.1853 data_time: 0.0047 loss: 1.2986 2023/03/25 19:03:05 - mmengine - INFO - Epoch(train) [131][2900/5005] lr: 3.2554e-03 eta: 1 day, 19:02:34 time: 0.1864 data_time: 0.0047 loss: 1.2275 2023/03/25 19:03:24 - mmengine - INFO - Epoch(train) [131][3000/5005] lr: 3.2554e-03 eta: 1 day, 19:02:17 time: 0.1857 data_time: 0.0046 loss: 1.0859 2023/03/25 19:03:43 - mmengine - INFO - Epoch(train) [131][3100/5005] lr: 3.2554e-03 eta: 1 day, 19:02:00 time: 0.1844 data_time: 0.0046 loss: 1.2182 2023/03/25 19:04:02 - mmengine - INFO - Epoch(train) [131][3200/5005] lr: 3.2554e-03 eta: 1 day, 19:01:42 time: 0.1858 data_time: 0.0048 loss: 1.4358 2023/03/25 19:04:21 - mmengine - INFO - Epoch(train) [131][3300/5005] lr: 3.2554e-03 eta: 1 day, 19:01:24 time: 0.1866 data_time: 0.0047 loss: 1.4550 2023/03/25 19:04:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:04:40 - mmengine - INFO - Epoch(train) [131][3400/5005] lr: 3.2554e-03 eta: 1 day, 19:01:06 time: 0.1863 data_time: 0.0048 loss: 1.4335 2023/03/25 19:04:59 - mmengine - INFO - Epoch(train) [131][3500/5005] lr: 3.2554e-03 eta: 1 day, 19:00:49 time: 0.1848 data_time: 0.0048 loss: 1.2553 2023/03/25 19:05:18 - mmengine - INFO - Epoch(train) [131][3600/5005] lr: 3.2554e-03 eta: 1 day, 19:00:31 time: 0.1964 data_time: 0.0047 loss: 1.2941 2023/03/25 19:05:37 - mmengine - INFO - Epoch(train) [131][3700/5005] lr: 3.2554e-03 eta: 1 day, 19:00:13 time: 0.1863 data_time: 0.0046 loss: 1.4792 2023/03/25 19:05:56 - mmengine - INFO - Epoch(train) [131][3800/5005] lr: 3.2554e-03 eta: 1 day, 18:59:56 time: 0.1842 data_time: 0.0047 loss: 1.3489 2023/03/25 19:06:15 - mmengine - INFO - Epoch(train) [131][3900/5005] lr: 3.2554e-03 eta: 1 day, 18:59:38 time: 0.1837 data_time: 0.0048 loss: 1.4264 2023/03/25 19:06:34 - mmengine - INFO - Epoch(train) [131][4000/5005] lr: 3.2554e-03 eta: 1 day, 18:59:20 time: 0.1858 data_time: 0.0047 loss: 1.4242 2023/03/25 19:06:53 - mmengine - INFO - Epoch(train) [131][4100/5005] lr: 3.2554e-03 eta: 1 day, 18:59:03 time: 0.1848 data_time: 0.0048 loss: 1.4327 2023/03/25 19:07:12 - mmengine - INFO - Epoch(train) [131][4200/5005] lr: 3.2554e-03 eta: 1 day, 18:58:45 time: 0.1850 data_time: 0.0048 loss: 1.2654 2023/03/25 19:07:31 - mmengine - INFO - Epoch(train) [131][4300/5005] lr: 3.2554e-03 eta: 1 day, 18:58:27 time: 0.1852 data_time: 0.0048 loss: 1.4252 2023/03/25 19:07:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:07:50 - mmengine - INFO - Epoch(train) [131][4400/5005] lr: 3.2554e-03 eta: 1 day, 18:58:10 time: 0.2068 data_time: 0.0047 loss: 1.2421 2023/03/25 19:08:09 - mmengine - INFO - Epoch(train) [131][4500/5005] lr: 3.2554e-03 eta: 1 day, 18:57:52 time: 0.1850 data_time: 0.0047 loss: 1.4857 2023/03/25 19:08:28 - mmengine - INFO - Epoch(train) [131][4600/5005] lr: 3.2554e-03 eta: 1 day, 18:57:34 time: 0.1861 data_time: 0.0047 loss: 1.3047 2023/03/25 19:08:47 - mmengine - INFO - Epoch(train) [131][4700/5005] lr: 3.2554e-03 eta: 1 day, 18:57:17 time: 0.2051 data_time: 0.0046 loss: 1.3577 2023/03/25 19:09:06 - mmengine - INFO - Epoch(train) [131][4800/5005] lr: 3.2554e-03 eta: 1 day, 18:56:59 time: 0.1984 data_time: 0.0046 loss: 1.4947 2023/03/25 19:09:25 - mmengine - INFO - Epoch(train) [131][4900/5005] lr: 3.2554e-03 eta: 1 day, 18:56:41 time: 0.1888 data_time: 0.0047 loss: 1.2815 2023/03/25 19:09:44 - mmengine - INFO - Epoch(train) [131][5000/5005] lr: 3.2554e-03 eta: 1 day, 18:56:24 time: 0.1848 data_time: 0.0053 loss: 1.2059 2023/03/25 19:09:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:09:46 - mmengine - INFO - Saving checkpoint at 131 epochs 2023/03/25 19:09:54 - mmengine - INFO - Epoch(val) [131][100/196] eta: 0:00:07 time: 0.0800 data_time: 0.0415 2023/03/25 19:10:23 - mmengine - INFO - Epoch(val) [131][196/196] accuracy/top1: 69.8540 accuracy/top5: 89.1220data_time: 0.0673 time: 0.1015 2023/03/25 19:10:43 - mmengine - INFO - Epoch(train) [132][ 100/5005] lr: 3.1903e-03 eta: 1 day, 18:56:06 time: 0.1853 data_time: 0.0046 loss: 1.2868 2023/03/25 19:11:02 - mmengine - INFO - Epoch(train) [132][ 200/5005] lr: 3.1903e-03 eta: 1 day, 18:55:49 time: 0.1846 data_time: 0.0047 loss: 1.3854 2023/03/25 19:11:21 - mmengine - INFO - Epoch(train) [132][ 300/5005] lr: 3.1903e-03 eta: 1 day, 18:55:31 time: 0.1854 data_time: 0.0046 loss: 1.6288 2023/03/25 19:11:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:11:40 - mmengine - INFO - Epoch(train) [132][ 400/5005] lr: 3.1903e-03 eta: 1 day, 18:55:13 time: 0.1853 data_time: 0.0046 loss: 1.1903 2023/03/25 19:11:58 - mmengine - INFO - Epoch(train) [132][ 500/5005] lr: 3.1903e-03 eta: 1 day, 18:54:55 time: 0.1850 data_time: 0.0046 loss: 1.5436 2023/03/25 19:12:17 - mmengine - INFO - Epoch(train) [132][ 600/5005] lr: 3.1903e-03 eta: 1 day, 18:54:37 time: 0.1867 data_time: 0.0046 loss: 1.2700 2023/03/25 19:12:36 - mmengine - INFO - Epoch(train) [132][ 700/5005] lr: 3.1903e-03 eta: 1 day, 18:54:19 time: 0.1857 data_time: 0.0045 loss: 1.3226 2023/03/25 19:12:55 - mmengine - INFO - Epoch(train) [132][ 800/5005] lr: 3.1903e-03 eta: 1 day, 18:54:02 time: 0.1861 data_time: 0.0045 loss: 1.3604 2023/03/25 19:13:15 - mmengine - INFO - Epoch(train) [132][ 900/5005] lr: 3.1903e-03 eta: 1 day, 18:53:44 time: 0.1844 data_time: 0.0046 loss: 1.3663 2023/03/25 19:13:33 - mmengine - INFO - Epoch(train) [132][1000/5005] lr: 3.1903e-03 eta: 1 day, 18:53:26 time: 0.1869 data_time: 0.0046 loss: 1.4348 2023/03/25 19:13:52 - mmengine - INFO - Epoch(train) [132][1100/5005] lr: 3.1903e-03 eta: 1 day, 18:53:09 time: 0.1855 data_time: 0.0047 loss: 1.3285 2023/03/25 19:14:12 - mmengine - INFO - Epoch(train) [132][1200/5005] lr: 3.1903e-03 eta: 1 day, 18:52:51 time: 0.1857 data_time: 0.0047 loss: 1.2472 2023/03/25 19:14:31 - mmengine - INFO - Epoch(train) [132][1300/5005] lr: 3.1903e-03 eta: 1 day, 18:52:34 time: 0.1865 data_time: 0.0046 loss: 1.5628 2023/03/25 19:14:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:14:50 - mmengine - INFO - Epoch(train) [132][1400/5005] lr: 3.1903e-03 eta: 1 day, 18:52:16 time: 0.1866 data_time: 0.0047 loss: 1.2806 2023/03/25 19:15:09 - mmengine - INFO - Epoch(train) [132][1500/5005] lr: 3.1903e-03 eta: 1 day, 18:51:58 time: 0.1849 data_time: 0.0046 loss: 1.3279 2023/03/25 19:15:28 - mmengine - INFO - Epoch(train) [132][1600/5005] lr: 3.1903e-03 eta: 1 day, 18:51:41 time: 0.1860 data_time: 0.0047 loss: 1.3196 2023/03/25 19:15:47 - mmengine - INFO - Epoch(train) [132][1700/5005] lr: 3.1903e-03 eta: 1 day, 18:51:23 time: 0.1851 data_time: 0.0047 loss: 1.3809 2023/03/25 19:16:06 - mmengine - INFO - Epoch(train) [132][1800/5005] lr: 3.1903e-03 eta: 1 day, 18:51:05 time: 0.1867 data_time: 0.0046 loss: 1.3293 2023/03/25 19:16:25 - mmengine - INFO - Epoch(train) [132][1900/5005] lr: 3.1903e-03 eta: 1 day, 18:50:48 time: 0.1858 data_time: 0.0046 loss: 1.3052 2023/03/25 19:16:44 - mmengine - INFO - Epoch(train) [132][2000/5005] lr: 3.1903e-03 eta: 1 day, 18:50:30 time: 0.1855 data_time: 0.0047 loss: 1.1641 2023/03/25 19:17:03 - mmengine - INFO - Epoch(train) [132][2100/5005] lr: 3.1903e-03 eta: 1 day, 18:50:12 time: 0.1849 data_time: 0.0047 loss: 1.5172 2023/03/25 19:17:22 - mmengine - INFO - Epoch(train) [132][2200/5005] lr: 3.1903e-03 eta: 1 day, 18:49:55 time: 0.1854 data_time: 0.0047 loss: 1.4554 2023/03/25 19:17:42 - mmengine - INFO - Epoch(train) [132][2300/5005] lr: 3.1903e-03 eta: 1 day, 18:49:38 time: 0.1853 data_time: 0.0046 loss: 1.3719 2023/03/25 19:17:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:18:00 - mmengine - INFO - Epoch(train) [132][2400/5005] lr: 3.1903e-03 eta: 1 day, 18:49:20 time: 0.1869 data_time: 0.0047 loss: 1.2504 2023/03/25 19:18:19 - mmengine - INFO - Epoch(train) [132][2500/5005] lr: 3.1903e-03 eta: 1 day, 18:49:02 time: 0.1858 data_time: 0.0047 loss: 1.2721 2023/03/25 19:18:38 - mmengine - INFO - Epoch(train) [132][2600/5005] lr: 3.1903e-03 eta: 1 day, 18:48:44 time: 0.1843 data_time: 0.0048 loss: 1.5003 2023/03/25 19:18:57 - mmengine - INFO - Epoch(train) [132][2700/5005] lr: 3.1903e-03 eta: 1 day, 18:48:26 time: 0.1868 data_time: 0.0047 loss: 1.3773 2023/03/25 19:19:16 - mmengine - INFO - Epoch(train) [132][2800/5005] lr: 3.1903e-03 eta: 1 day, 18:48:08 time: 0.1866 data_time: 0.0046 loss: 1.2233 2023/03/25 19:19:35 - mmengine - INFO - Epoch(train) [132][2900/5005] lr: 3.1903e-03 eta: 1 day, 18:47:51 time: 0.1864 data_time: 0.0046 loss: 1.3375 2023/03/25 19:19:54 - mmengine - INFO - Epoch(train) [132][3000/5005] lr: 3.1903e-03 eta: 1 day, 18:47:34 time: 0.1876 data_time: 0.0046 loss: 1.4991 2023/03/25 19:20:14 - mmengine - INFO - Epoch(train) [132][3100/5005] lr: 3.1903e-03 eta: 1 day, 18:47:16 time: 0.1838 data_time: 0.0046 loss: 1.2665 2023/03/25 19:20:33 - mmengine - INFO - Epoch(train) [132][3200/5005] lr: 3.1903e-03 eta: 1 day, 18:46:59 time: 0.2116 data_time: 0.0047 loss: 1.1813 2023/03/25 19:20:52 - mmengine - INFO - Epoch(train) [132][3300/5005] lr: 3.1903e-03 eta: 1 day, 18:46:41 time: 0.1845 data_time: 0.0046 loss: 1.2102 2023/03/25 19:21:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:21:11 - mmengine - INFO - Epoch(train) [132][3400/5005] lr: 3.1903e-03 eta: 1 day, 18:46:23 time: 0.1864 data_time: 0.0046 loss: 1.2701 2023/03/25 19:21:30 - mmengine - INFO - Epoch(train) [132][3500/5005] lr: 3.1903e-03 eta: 1 day, 18:46:05 time: 0.1849 data_time: 0.0046 loss: 1.3014 2023/03/25 19:21:48 - mmengine - INFO - Epoch(train) [132][3600/5005] lr: 3.1903e-03 eta: 1 day, 18:45:47 time: 0.1842 data_time: 0.0045 loss: 1.3484 2023/03/25 19:22:08 - mmengine - INFO - Epoch(train) [132][3700/5005] lr: 3.1903e-03 eta: 1 day, 18:45:30 time: 0.1865 data_time: 0.0046 loss: 1.4274 2023/03/25 19:22:27 - mmengine - INFO - Epoch(train) [132][3800/5005] lr: 3.1903e-03 eta: 1 day, 18:45:12 time: 0.1867 data_time: 0.0047 loss: 1.3675 2023/03/25 19:22:46 - mmengine - INFO - Epoch(train) [132][3900/5005] lr: 3.1903e-03 eta: 1 day, 18:44:55 time: 0.1858 data_time: 0.0047 loss: 1.3926 2023/03/25 19:23:05 - mmengine - INFO - Epoch(train) [132][4000/5005] lr: 3.1903e-03 eta: 1 day, 18:44:37 time: 0.2054 data_time: 0.0049 loss: 1.5771 2023/03/25 19:23:24 - mmengine - INFO - Epoch(train) [132][4100/5005] lr: 3.1903e-03 eta: 1 day, 18:44:20 time: 0.1846 data_time: 0.0047 loss: 1.3085 2023/03/25 19:23:43 - mmengine - INFO - Epoch(train) [132][4200/5005] lr: 3.1903e-03 eta: 1 day, 18:44:02 time: 0.2118 data_time: 0.0047 loss: 1.4150 2023/03/25 19:24:02 - mmengine - INFO - Epoch(train) [132][4300/5005] lr: 3.1903e-03 eta: 1 day, 18:43:44 time: 0.1864 data_time: 0.0047 loss: 1.4200 2023/03/25 19:24:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:24:21 - mmengine - INFO - Epoch(train) [132][4400/5005] lr: 3.1903e-03 eta: 1 day, 18:43:27 time: 0.1844 data_time: 0.0048 loss: 1.3129 2023/03/25 19:24:40 - mmengine - INFO - Epoch(train) [132][4500/5005] lr: 3.1903e-03 eta: 1 day, 18:43:09 time: 0.1856 data_time: 0.0046 loss: 1.2902 2023/03/25 19:24:59 - mmengine - INFO - Epoch(train) [132][4600/5005] lr: 3.1903e-03 eta: 1 day, 18:42:51 time: 0.1876 data_time: 0.0046 loss: 1.5565 2023/03/25 19:25:18 - mmengine - INFO - Epoch(train) [132][4700/5005] lr: 3.1903e-03 eta: 1 day, 18:42:33 time: 0.1864 data_time: 0.0048 loss: 1.4930 2023/03/25 19:25:37 - mmengine - INFO - Epoch(train) [132][4800/5005] lr: 3.1903e-03 eta: 1 day, 18:42:15 time: 0.1866 data_time: 0.0046 loss: 1.5391 2023/03/25 19:25:56 - mmengine - INFO - Epoch(train) [132][4900/5005] lr: 3.1903e-03 eta: 1 day, 18:41:57 time: 0.1859 data_time: 0.0046 loss: 1.2838 2023/03/25 19:26:16 - mmengine - INFO - Epoch(train) [132][5000/5005] lr: 3.1903e-03 eta: 1 day, 18:41:41 time: 0.1850 data_time: 0.0053 loss: 1.4142 2023/03/25 19:26:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:26:17 - mmengine - INFO - Saving checkpoint at 132 epochs 2023/03/25 19:26:25 - mmengine - INFO - Epoch(val) [132][100/196] eta: 0:00:06 time: 0.0617 data_time: 0.0230 2023/03/25 19:26:54 - mmengine - INFO - Epoch(val) [132][196/196] accuracy/top1: 69.9280 accuracy/top5: 89.2240data_time: 0.0669 time: 0.1011 2023/03/25 19:27:14 - mmengine - INFO - Epoch(train) [133][ 100/5005] lr: 3.1265e-03 eta: 1 day, 18:41:23 time: 0.1845 data_time: 0.0047 loss: 1.4305 2023/03/25 19:27:33 - mmengine - INFO - Epoch(train) [133][ 200/5005] lr: 3.1265e-03 eta: 1 day, 18:41:06 time: 0.1867 data_time: 0.0047 loss: 1.3651 2023/03/25 19:27:52 - mmengine - INFO - Epoch(train) [133][ 300/5005] lr: 3.1265e-03 eta: 1 day, 18:40:48 time: 0.1872 data_time: 0.0047 loss: 1.2987 2023/03/25 19:27:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:28:11 - mmengine - INFO - Epoch(train) [133][ 400/5005] lr: 3.1265e-03 eta: 1 day, 18:40:30 time: 0.1882 data_time: 0.0048 loss: 1.3139 2023/03/25 19:28:30 - mmengine - INFO - Epoch(train) [133][ 500/5005] lr: 3.1265e-03 eta: 1 day, 18:40:12 time: 0.1874 data_time: 0.0047 loss: 1.2514 2023/03/25 19:28:49 - mmengine - INFO - Epoch(train) [133][ 600/5005] lr: 3.1265e-03 eta: 1 day, 18:39:55 time: 0.1856 data_time: 0.0047 loss: 1.4816 2023/03/25 19:29:08 - mmengine - INFO - Epoch(train) [133][ 700/5005] lr: 3.1265e-03 eta: 1 day, 18:39:37 time: 0.1852 data_time: 0.0046 loss: 1.2303 2023/03/25 19:29:27 - mmengine - INFO - Epoch(train) [133][ 800/5005] lr: 3.1265e-03 eta: 1 day, 18:39:19 time: 0.1853 data_time: 0.0048 loss: 1.3527 2023/03/25 19:29:46 - mmengine - INFO - Epoch(train) [133][ 900/5005] lr: 3.1265e-03 eta: 1 day, 18:39:02 time: 0.1840 data_time: 0.0047 loss: 1.4864 2023/03/25 19:30:05 - mmengine - INFO - Epoch(train) [133][1000/5005] lr: 3.1265e-03 eta: 1 day, 18:38:44 time: 0.1864 data_time: 0.0047 loss: 1.3040 2023/03/25 19:30:24 - mmengine - INFO - Epoch(train) [133][1100/5005] lr: 3.1265e-03 eta: 1 day, 18:38:26 time: 0.1860 data_time: 0.0047 loss: 1.2730 2023/03/25 19:30:43 - mmengine - INFO - Epoch(train) [133][1200/5005] lr: 3.1265e-03 eta: 1 day, 18:38:09 time: 0.1962 data_time: 0.0048 loss: 1.3221 2023/03/25 19:31:02 - mmengine - INFO - Epoch(train) [133][1300/5005] lr: 3.1265e-03 eta: 1 day, 18:37:51 time: 0.1862 data_time: 0.0047 loss: 1.3114 2023/03/25 19:31:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:31:21 - mmengine - INFO - Epoch(train) [133][1400/5005] lr: 3.1265e-03 eta: 1 day, 18:37:33 time: 0.1860 data_time: 0.0048 loss: 1.2972 2023/03/25 19:31:40 - mmengine - INFO - Epoch(train) [133][1500/5005] lr: 3.1265e-03 eta: 1 day, 18:37:15 time: 0.1866 data_time: 0.0047 loss: 1.4061 2023/03/25 19:31:59 - mmengine - INFO - Epoch(train) [133][1600/5005] lr: 3.1265e-03 eta: 1 day, 18:36:58 time: 0.1862 data_time: 0.0046 loss: 1.4259 2023/03/25 19:32:18 - mmengine - INFO - Epoch(train) [133][1700/5005] lr: 3.1265e-03 eta: 1 day, 18:36:40 time: 0.1897 data_time: 0.0048 loss: 1.2176 2023/03/25 19:32:37 - mmengine - INFO - Epoch(train) [133][1800/5005] lr: 3.1265e-03 eta: 1 day, 18:36:23 time: 0.1870 data_time: 0.0048 loss: 1.3436 2023/03/25 19:32:56 - mmengine - INFO - Epoch(train) [133][1900/5005] lr: 3.1265e-03 eta: 1 day, 18:36:05 time: 0.1856 data_time: 0.0050 loss: 1.3201 2023/03/25 19:33:15 - mmengine - INFO - Epoch(train) [133][2000/5005] lr: 3.1265e-03 eta: 1 day, 18:35:47 time: 0.1842 data_time: 0.0046 loss: 1.5682 2023/03/25 19:33:34 - mmengine - INFO - Epoch(train) [133][2100/5005] lr: 3.1265e-03 eta: 1 day, 18:35:29 time: 0.1851 data_time: 0.0049 loss: 1.4036 2023/03/25 19:33:53 - mmengine - INFO - Epoch(train) [133][2200/5005] lr: 3.1265e-03 eta: 1 day, 18:35:12 time: 0.2097 data_time: 0.0047 loss: 1.2691 2023/03/25 19:34:13 - mmengine - INFO - Epoch(train) [133][2300/5005] lr: 3.1265e-03 eta: 1 day, 18:34:55 time: 0.1869 data_time: 0.0047 loss: 1.3835 2023/03/25 19:34:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:34:32 - mmengine - INFO - Epoch(train) [133][2400/5005] lr: 3.1265e-03 eta: 1 day, 18:34:37 time: 0.1876 data_time: 0.0048 loss: 1.3706 2023/03/25 19:34:51 - mmengine - INFO - Epoch(train) [133][2500/5005] lr: 3.1265e-03 eta: 1 day, 18:34:19 time: 0.1861 data_time: 0.0047 loss: 1.5042 2023/03/25 19:35:10 - mmengine - INFO - Epoch(train) [133][2600/5005] lr: 3.1265e-03 eta: 1 day, 18:34:02 time: 0.1836 data_time: 0.0047 loss: 1.4552 2023/03/25 19:35:29 - mmengine - INFO - Epoch(train) [133][2700/5005] lr: 3.1265e-03 eta: 1 day, 18:33:44 time: 0.1855 data_time: 0.0048 loss: 1.2362 2023/03/25 19:35:48 - mmengine - INFO - Epoch(train) [133][2800/5005] lr: 3.1265e-03 eta: 1 day, 18:33:26 time: 0.1857 data_time: 0.0047 loss: 1.4494 2023/03/25 19:36:06 - mmengine - INFO - Epoch(train) [133][2900/5005] lr: 3.1265e-03 eta: 1 day, 18:33:08 time: 0.1847 data_time: 0.0047 loss: 1.3337 2023/03/25 19:36:25 - mmengine - INFO - Epoch(train) [133][3000/5005] lr: 3.1265e-03 eta: 1 day, 18:32:50 time: 0.1845 data_time: 0.0048 loss: 1.4059 2023/03/25 19:36:45 - mmengine - INFO - Epoch(train) [133][3100/5005] lr: 3.1265e-03 eta: 1 day, 18:32:33 time: 0.2051 data_time: 0.0047 loss: 1.2914 2023/03/25 19:37:04 - mmengine - INFO - Epoch(train) [133][3200/5005] lr: 3.1265e-03 eta: 1 day, 18:32:16 time: 0.1848 data_time: 0.0047 loss: 1.3865 2023/03/25 19:37:23 - mmengine - INFO - Epoch(train) [133][3300/5005] lr: 3.1265e-03 eta: 1 day, 18:31:58 time: 0.1866 data_time: 0.0047 loss: 1.3338 2023/03/25 19:37:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:37:42 - mmengine - INFO - Epoch(train) [133][3400/5005] lr: 3.1265e-03 eta: 1 day, 18:31:40 time: 0.1855 data_time: 0.0047 loss: 1.3520 2023/03/25 19:38:01 - mmengine - INFO - Epoch(train) [133][3500/5005] lr: 3.1265e-03 eta: 1 day, 18:31:22 time: 0.1866 data_time: 0.0047 loss: 1.2856 2023/03/25 19:38:20 - mmengine - INFO - Epoch(train) [133][3600/5005] lr: 3.1265e-03 eta: 1 day, 18:31:05 time: 0.2078 data_time: 0.0047 loss: 1.2456 2023/03/25 19:38:39 - mmengine - INFO - Epoch(train) [133][3700/5005] lr: 3.1265e-03 eta: 1 day, 18:30:47 time: 0.1869 data_time: 0.0047 loss: 1.2932 2023/03/25 19:38:58 - mmengine - INFO - Epoch(train) [133][3800/5005] lr: 3.1265e-03 eta: 1 day, 18:30:29 time: 0.1853 data_time: 0.0047 loss: 1.3960 2023/03/25 19:39:17 - mmengine - INFO - Epoch(train) [133][3900/5005] lr: 3.1265e-03 eta: 1 day, 18:30:11 time: 0.1846 data_time: 0.0047 loss: 1.4607 2023/03/25 19:39:36 - mmengine - INFO - Epoch(train) [133][4000/5005] lr: 3.1265e-03 eta: 1 day, 18:29:53 time: 0.1866 data_time: 0.0048 loss: 1.3929 2023/03/25 19:39:55 - mmengine - INFO - Epoch(train) [133][4100/5005] lr: 3.1265e-03 eta: 1 day, 18:29:36 time: 0.1866 data_time: 0.0048 loss: 1.4108 2023/03/25 19:40:14 - mmengine - INFO - Epoch(train) [133][4200/5005] lr: 3.1265e-03 eta: 1 day, 18:29:18 time: 0.1847 data_time: 0.0048 loss: 1.3878 2023/03/25 19:40:33 - mmengine - INFO - Epoch(train) [133][4300/5005] lr: 3.1265e-03 eta: 1 day, 18:29:00 time: 0.1867 data_time: 0.0048 loss: 1.4024 2023/03/25 19:40:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:40:52 - mmengine - INFO - Epoch(train) [133][4400/5005] lr: 3.1265e-03 eta: 1 day, 18:28:43 time: 0.1855 data_time: 0.0048 loss: 1.4336 2023/03/25 19:41:11 - mmengine - INFO - Epoch(train) [133][4500/5005] lr: 3.1265e-03 eta: 1 day, 18:28:25 time: 0.1865 data_time: 0.0048 loss: 1.4656 2023/03/25 19:41:30 - mmengine - INFO - Epoch(train) [133][4600/5005] lr: 3.1265e-03 eta: 1 day, 18:28:08 time: 0.2107 data_time: 0.0047 loss: 1.5703 2023/03/25 19:41:49 - mmengine - INFO - Epoch(train) [133][4700/5005] lr: 3.1265e-03 eta: 1 day, 18:27:50 time: 0.1870 data_time: 0.0047 loss: 1.4041 2023/03/25 19:42:08 - mmengine - INFO - Epoch(train) [133][4800/5005] lr: 3.1265e-03 eta: 1 day, 18:27:32 time: 0.1845 data_time: 0.0047 loss: 1.4321 2023/03/25 19:42:27 - mmengine - INFO - Epoch(train) [133][4900/5005] lr: 3.1265e-03 eta: 1 day, 18:27:14 time: 0.1867 data_time: 0.0048 loss: 1.3539 2023/03/25 19:42:46 - mmengine - INFO - Epoch(train) [133][5000/5005] lr: 3.1265e-03 eta: 1 day, 18:26:56 time: 0.1852 data_time: 0.0053 loss: 1.3268 2023/03/25 19:42:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:42:47 - mmengine - INFO - Saving checkpoint at 133 epochs 2023/03/25 19:42:55 - mmengine - INFO - Epoch(val) [133][100/196] eta: 0:00:06 time: 0.0613 data_time: 0.0232 2023/03/25 19:43:24 - mmengine - INFO - Epoch(val) [133][196/196] accuracy/top1: 69.8600 accuracy/top5: 89.3300data_time: 0.0662 time: 0.1024 2023/03/25 19:43:44 - mmengine - INFO - Epoch(train) [134][ 100/5005] lr: 3.0639e-03 eta: 1 day, 18:26:39 time: 0.1849 data_time: 0.0049 loss: 1.4195 2023/03/25 19:44:04 - mmengine - INFO - Epoch(train) [134][ 200/5005] lr: 3.0639e-03 eta: 1 day, 18:26:21 time: 0.1844 data_time: 0.0047 loss: 1.3125 2023/03/25 19:44:23 - mmengine - INFO - Epoch(train) [134][ 300/5005] lr: 3.0639e-03 eta: 1 day, 18:26:04 time: 0.1857 data_time: 0.0046 loss: 1.3240 2023/03/25 19:44:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:44:42 - mmengine - INFO - Epoch(train) [134][ 400/5005] lr: 3.0639e-03 eta: 1 day, 18:25:46 time: 0.1861 data_time: 0.0046 loss: 1.3115 2023/03/25 19:45:01 - mmengine - INFO - Epoch(train) [134][ 500/5005] lr: 3.0639e-03 eta: 1 day, 18:25:28 time: 0.1868 data_time: 0.0046 loss: 1.3512 2023/03/25 19:45:19 - mmengine - INFO - Epoch(train) [134][ 600/5005] lr: 3.0639e-03 eta: 1 day, 18:25:10 time: 0.1849 data_time: 0.0046 loss: 1.3439 2023/03/25 19:45:38 - mmengine - INFO - Epoch(train) [134][ 700/5005] lr: 3.0639e-03 eta: 1 day, 18:24:52 time: 0.1858 data_time: 0.0047 loss: 1.3972 2023/03/25 19:45:57 - mmengine - INFO - Epoch(train) [134][ 800/5005] lr: 3.0639e-03 eta: 1 day, 18:24:34 time: 0.1856 data_time: 0.0048 loss: 1.2932 2023/03/25 19:46:16 - mmengine - INFO - Epoch(train) [134][ 900/5005] lr: 3.0639e-03 eta: 1 day, 18:24:17 time: 0.1875 data_time: 0.0048 loss: 1.3165 2023/03/25 19:46:35 - mmengine - INFO - Epoch(train) [134][1000/5005] lr: 3.0639e-03 eta: 1 day, 18:23:59 time: 0.1863 data_time: 0.0047 loss: 1.4469 2023/03/25 19:46:54 - mmengine - INFO - Epoch(train) [134][1100/5005] lr: 3.0639e-03 eta: 1 day, 18:23:41 time: 0.2058 data_time: 0.0047 loss: 1.3538 2023/03/25 19:47:13 - mmengine - INFO - Epoch(train) [134][1200/5005] lr: 3.0639e-03 eta: 1 day, 18:23:24 time: 0.1859 data_time: 0.0049 loss: 1.1527 2023/03/25 19:47:32 - mmengine - INFO - Epoch(train) [134][1300/5005] lr: 3.0639e-03 eta: 1 day, 18:23:06 time: 0.1860 data_time: 0.0047 loss: 1.3807 2023/03/25 19:47:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:47:51 - mmengine - INFO - Epoch(train) [134][1400/5005] lr: 3.0639e-03 eta: 1 day, 18:22:48 time: 0.2114 data_time: 0.0047 loss: 1.4629 2023/03/25 19:48:10 - mmengine - INFO - Epoch(train) [134][1500/5005] lr: 3.0639e-03 eta: 1 day, 18:22:30 time: 0.1860 data_time: 0.0047 loss: 1.1033 2023/03/25 19:48:29 - mmengine - INFO - Epoch(train) [134][1600/5005] lr: 3.0639e-03 eta: 1 day, 18:22:13 time: 0.1857 data_time: 0.0048 loss: 1.1563 2023/03/25 19:48:48 - mmengine - INFO - Epoch(train) [134][1700/5005] lr: 3.0639e-03 eta: 1 day, 18:21:55 time: 0.1856 data_time: 0.0047 loss: 1.2920 2023/03/25 19:49:07 - mmengine - INFO - Epoch(train) [134][1800/5005] lr: 3.0639e-03 eta: 1 day, 18:21:37 time: 0.1849 data_time: 0.0047 loss: 1.1886 2023/03/25 19:49:26 - mmengine - INFO - Epoch(train) [134][1900/5005] lr: 3.0639e-03 eta: 1 day, 18:21:19 time: 0.1843 data_time: 0.0047 loss: 1.6007 2023/03/25 19:49:45 - mmengine - INFO - Epoch(train) [134][2000/5005] lr: 3.0639e-03 eta: 1 day, 18:21:01 time: 0.1851 data_time: 0.0047 loss: 1.2202 2023/03/25 19:50:04 - mmengine - INFO - Epoch(train) [134][2100/5005] lr: 3.0639e-03 eta: 1 day, 18:20:43 time: 0.1855 data_time: 0.0047 loss: 1.5627 2023/03/25 19:50:23 - mmengine - INFO - Epoch(train) [134][2200/5005] lr: 3.0639e-03 eta: 1 day, 18:20:26 time: 0.1972 data_time: 0.0046 loss: 1.3076 2023/03/25 19:50:42 - mmengine - INFO - Epoch(train) [134][2300/5005] lr: 3.0639e-03 eta: 1 day, 18:20:08 time: 0.1843 data_time: 0.0046 loss: 1.4067 2023/03/25 19:50:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:51:01 - mmengine - INFO - Epoch(train) [134][2400/5005] lr: 3.0639e-03 eta: 1 day, 18:19:51 time: 0.1860 data_time: 0.0046 loss: 1.4414 2023/03/25 19:51:20 - mmengine - INFO - Epoch(train) [134][2500/5005] lr: 3.0639e-03 eta: 1 day, 18:19:33 time: 0.1859 data_time: 0.0047 loss: 1.3635 2023/03/25 19:51:39 - mmengine - INFO - Epoch(train) [134][2600/5005] lr: 3.0639e-03 eta: 1 day, 18:19:15 time: 0.1863 data_time: 0.0047 loss: 1.4089 2023/03/25 19:51:58 - mmengine - INFO - Epoch(train) [134][2700/5005] lr: 3.0639e-03 eta: 1 day, 18:18:57 time: 0.1867 data_time: 0.0047 loss: 1.4171 2023/03/25 19:52:17 - mmengine - INFO - Epoch(train) [134][2800/5005] lr: 3.0639e-03 eta: 1 day, 18:18:39 time: 0.1876 data_time: 0.0048 loss: 1.3478 2023/03/25 19:52:35 - mmengine - INFO - Epoch(train) [134][2900/5005] lr: 3.0639e-03 eta: 1 day, 18:18:21 time: 0.1856 data_time: 0.0049 loss: 1.1760 2023/03/25 19:52:54 - mmengine - INFO - Epoch(train) [134][3000/5005] lr: 3.0639e-03 eta: 1 day, 18:18:03 time: 0.1854 data_time: 0.0046 loss: 1.2882 2023/03/25 19:53:13 - mmengine - INFO - Epoch(train) [134][3100/5005] lr: 3.0639e-03 eta: 1 day, 18:17:46 time: 0.1927 data_time: 0.0049 loss: 1.2215 2023/03/25 19:53:33 - mmengine - INFO - Epoch(train) [134][3200/5005] lr: 3.0639e-03 eta: 1 day, 18:17:28 time: 0.1861 data_time: 0.0047 loss: 1.4904 2023/03/25 19:53:51 - mmengine - INFO - Epoch(train) [134][3300/5005] lr: 3.0639e-03 eta: 1 day, 18:17:10 time: 0.1836 data_time: 0.0048 loss: 1.2757 2023/03/25 19:53:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:54:10 - mmengine - INFO - Epoch(train) [134][3400/5005] lr: 3.0639e-03 eta: 1 day, 18:16:52 time: 0.1864 data_time: 0.0046 loss: 1.4635 2023/03/25 19:54:29 - mmengine - INFO - Epoch(train) [134][3500/5005] lr: 3.0639e-03 eta: 1 day, 18:16:35 time: 0.1859 data_time: 0.0049 loss: 1.3796 2023/03/25 19:54:48 - mmengine - INFO - Epoch(train) [134][3600/5005] lr: 3.0639e-03 eta: 1 day, 18:16:17 time: 0.1863 data_time: 0.0048 loss: 1.5238 2023/03/25 19:55:07 - mmengine - INFO - Epoch(train) [134][3700/5005] lr: 3.0639e-03 eta: 1 day, 18:15:59 time: 0.1864 data_time: 0.0047 loss: 1.3073 2023/03/25 19:55:26 - mmengine - INFO - Epoch(train) [134][3800/5005] lr: 3.0639e-03 eta: 1 day, 18:15:41 time: 0.1865 data_time: 0.0046 loss: 1.3432 2023/03/25 19:55:45 - mmengine - INFO - Epoch(train) [134][3900/5005] lr: 3.0639e-03 eta: 1 day, 18:15:23 time: 0.1867 data_time: 0.0048 loss: 1.2561 2023/03/25 19:56:04 - mmengine - INFO - Epoch(train) [134][4000/5005] lr: 3.0639e-03 eta: 1 day, 18:15:05 time: 0.1863 data_time: 0.0047 loss: 1.4157 2023/03/25 19:56:23 - mmengine - INFO - Epoch(train) [134][4100/5005] lr: 3.0639e-03 eta: 1 day, 18:14:48 time: 0.2017 data_time: 0.0048 loss: 1.3392 2023/03/25 19:56:42 - mmengine - INFO - Epoch(train) [134][4200/5005] lr: 3.0639e-03 eta: 1 day, 18:14:30 time: 0.1861 data_time: 0.0049 loss: 1.1781 2023/03/25 19:57:01 - mmengine - INFO - Epoch(train) [134][4300/5005] lr: 3.0639e-03 eta: 1 day, 18:14:12 time: 0.1854 data_time: 0.0047 loss: 1.3544 2023/03/25 19:57:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:57:20 - mmengine - INFO - Epoch(train) [134][4400/5005] lr: 3.0639e-03 eta: 1 day, 18:13:55 time: 0.1847 data_time: 0.0046 loss: 1.4230 2023/03/25 19:57:39 - mmengine - INFO - Epoch(train) [134][4500/5005] lr: 3.0639e-03 eta: 1 day, 18:13:37 time: 0.1854 data_time: 0.0047 loss: 1.4515 2023/03/25 19:57:58 - mmengine - INFO - Epoch(train) [134][4600/5005] lr: 3.0639e-03 eta: 1 day, 18:13:19 time: 0.1857 data_time: 0.0047 loss: 1.5293 2023/03/25 19:58:17 - mmengine - INFO - Epoch(train) [134][4700/5005] lr: 3.0639e-03 eta: 1 day, 18:13:01 time: 0.1865 data_time: 0.0046 loss: 1.3295 2023/03/25 19:58:36 - mmengine - INFO - Epoch(train) [134][4800/5005] lr: 3.0639e-03 eta: 1 day, 18:12:44 time: 0.1858 data_time: 0.0047 loss: 1.3821 2023/03/25 19:58:55 - mmengine - INFO - Epoch(train) [134][4900/5005] lr: 3.0639e-03 eta: 1 day, 18:12:26 time: 0.1865 data_time: 0.0048 loss: 1.6071 2023/03/25 19:59:14 - mmengine - INFO - Epoch(train) [134][5000/5005] lr: 3.0639e-03 eta: 1 day, 18:12:08 time: 0.1846 data_time: 0.0055 loss: 1.4867 2023/03/25 19:59:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 19:59:15 - mmengine - INFO - Saving checkpoint at 134 epochs 2023/03/25 19:59:23 - mmengine - INFO - Epoch(val) [134][100/196] eta: 0:00:06 time: 0.0615 data_time: 0.0213 2023/03/25 19:59:52 - mmengine - INFO - Epoch(val) [134][196/196] accuracy/top1: 69.8420 accuracy/top5: 89.1900data_time: 0.0671 time: 0.1005 2023/03/25 20:00:13 - mmengine - INFO - Epoch(train) [135][ 100/5005] lr: 3.0027e-03 eta: 1 day, 18:11:51 time: 0.2073 data_time: 0.0048 loss: 1.2247 2023/03/25 20:00:32 - mmengine - INFO - Epoch(train) [135][ 200/5005] lr: 3.0027e-03 eta: 1 day, 18:11:33 time: 0.1858 data_time: 0.0047 loss: 1.4662 2023/03/25 20:00:51 - mmengine - INFO - Epoch(train) [135][ 300/5005] lr: 3.0027e-03 eta: 1 day, 18:11:15 time: 0.1855 data_time: 0.0047 loss: 1.2919 2023/03/25 20:00:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:01:10 - mmengine - INFO - Epoch(train) [135][ 400/5005] lr: 3.0027e-03 eta: 1 day, 18:10:57 time: 0.1860 data_time: 0.0050 loss: 1.3506 2023/03/25 20:01:29 - mmengine - INFO - Epoch(train) [135][ 500/5005] lr: 3.0027e-03 eta: 1 day, 18:10:40 time: 0.1856 data_time: 0.0046 loss: 1.2492 2023/03/25 20:01:48 - mmengine - INFO - Epoch(train) [135][ 600/5005] lr: 3.0027e-03 eta: 1 day, 18:10:22 time: 0.1864 data_time: 0.0047 loss: 1.4350 2023/03/25 20:02:06 - mmengine - INFO - Epoch(train) [135][ 700/5005] lr: 3.0027e-03 eta: 1 day, 18:10:04 time: 0.1827 data_time: 0.0047 loss: 1.3033 2023/03/25 20:02:25 - mmengine - INFO - Epoch(train) [135][ 800/5005] lr: 3.0027e-03 eta: 1 day, 18:09:46 time: 0.1866 data_time: 0.0048 loss: 1.4260 2023/03/25 20:02:45 - mmengine - INFO - Epoch(train) [135][ 900/5005] lr: 3.0027e-03 eta: 1 day, 18:09:28 time: 0.1856 data_time: 0.0048 loss: 1.3709 2023/03/25 20:03:04 - mmengine - INFO - Epoch(train) [135][1000/5005] lr: 3.0027e-03 eta: 1 day, 18:09:11 time: 0.1857 data_time: 0.0048 loss: 1.5274 2023/03/25 20:03:23 - mmengine - INFO - Epoch(train) [135][1100/5005] lr: 3.0027e-03 eta: 1 day, 18:08:53 time: 0.1855 data_time: 0.0047 loss: 1.3411 2023/03/25 20:03:42 - mmengine - INFO - Epoch(train) [135][1200/5005] lr: 3.0027e-03 eta: 1 day, 18:08:35 time: 0.1857 data_time: 0.0048 loss: 1.2547 2023/03/25 20:04:01 - mmengine - INFO - Epoch(train) [135][1300/5005] lr: 3.0027e-03 eta: 1 day, 18:08:18 time: 0.1837 data_time: 0.0048 loss: 1.3625 2023/03/25 20:04:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:04:20 - mmengine - INFO - Epoch(train) [135][1400/5005] lr: 3.0027e-03 eta: 1 day, 18:08:00 time: 0.1840 data_time: 0.0047 loss: 1.3111 2023/03/25 20:04:39 - mmengine - INFO - Epoch(train) [135][1500/5005] lr: 3.0027e-03 eta: 1 day, 18:07:42 time: 0.1865 data_time: 0.0047 loss: 1.2567 2023/03/25 20:04:58 - mmengine - INFO - Epoch(train) [135][1600/5005] lr: 3.0027e-03 eta: 1 day, 18:07:25 time: 0.1853 data_time: 0.0048 loss: 1.2375 2023/03/25 20:05:17 - mmengine - INFO - Epoch(train) [135][1700/5005] lr: 3.0027e-03 eta: 1 day, 18:07:07 time: 0.1861 data_time: 0.0047 loss: 1.4106 2023/03/25 20:05:36 - mmengine - INFO - Epoch(train) [135][1800/5005] lr: 3.0027e-03 eta: 1 day, 18:06:49 time: 0.1863 data_time: 0.0049 loss: 1.3124 2023/03/25 20:05:55 - mmengine - INFO - Epoch(train) [135][1900/5005] lr: 3.0027e-03 eta: 1 day, 18:06:31 time: 0.1864 data_time: 0.0047 loss: 1.4921 2023/03/25 20:06:14 - mmengine - INFO - Epoch(train) [135][2000/5005] lr: 3.0027e-03 eta: 1 day, 18:06:14 time: 0.2051 data_time: 0.0047 loss: 1.3957 2023/03/25 20:06:33 - mmengine - INFO - Epoch(train) [135][2100/5005] lr: 3.0027e-03 eta: 1 day, 18:05:56 time: 0.1857 data_time: 0.0048 loss: 1.2564 2023/03/25 20:06:52 - mmengine - INFO - Epoch(train) [135][2200/5005] lr: 3.0027e-03 eta: 1 day, 18:05:39 time: 0.1852 data_time: 0.0049 loss: 1.3557 2023/03/25 20:07:12 - mmengine - INFO - Epoch(train) [135][2300/5005] lr: 3.0027e-03 eta: 1 day, 18:05:21 time: 0.2018 data_time: 0.0047 loss: 1.3771 2023/03/25 20:07:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:07:31 - mmengine - INFO - Epoch(train) [135][2400/5005] lr: 3.0027e-03 eta: 1 day, 18:05:03 time: 0.1852 data_time: 0.0047 loss: 1.5025 2023/03/25 20:07:50 - mmengine - INFO - Epoch(train) [135][2500/5005] lr: 3.0027e-03 eta: 1 day, 18:04:45 time: 0.1861 data_time: 0.0048 loss: 1.2976 2023/03/25 20:08:08 - mmengine - INFO - Epoch(train) [135][2600/5005] lr: 3.0027e-03 eta: 1 day, 18:04:28 time: 0.1855 data_time: 0.0048 loss: 1.3946 2023/03/25 20:08:27 - mmengine - INFO - Epoch(train) [135][2700/5005] lr: 3.0027e-03 eta: 1 day, 18:04:10 time: 0.1862 data_time: 0.0049 loss: 1.6307 2023/03/25 20:08:46 - mmengine - INFO - Epoch(train) [135][2800/5005] lr: 3.0027e-03 eta: 1 day, 18:03:52 time: 0.1871 data_time: 0.0049 loss: 1.3453 2023/03/25 20:09:05 - mmengine - INFO - Epoch(train) [135][2900/5005] lr: 3.0027e-03 eta: 1 day, 18:03:34 time: 0.1857 data_time: 0.0048 loss: 1.1929 2023/03/25 20:09:25 - mmengine - INFO - Epoch(train) [135][3000/5005] lr: 3.0027e-03 eta: 1 day, 18:03:17 time: 0.1829 data_time: 0.0047 loss: 1.2514 2023/03/25 20:09:44 - mmengine - INFO - Epoch(train) [135][3100/5005] lr: 3.0027e-03 eta: 1 day, 18:02:59 time: 0.1867 data_time: 0.0047 loss: 1.5107 2023/03/25 20:10:03 - mmengine - INFO - Epoch(train) [135][3200/5005] lr: 3.0027e-03 eta: 1 day, 18:02:42 time: 0.1861 data_time: 0.0048 loss: 1.3237 2023/03/25 20:10:22 - mmengine - INFO - Epoch(train) [135][3300/5005] lr: 3.0027e-03 eta: 1 day, 18:02:24 time: 0.1855 data_time: 0.0048 loss: 1.1614 2023/03/25 20:10:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:10:41 - mmengine - INFO - Epoch(train) [135][3400/5005] lr: 3.0027e-03 eta: 1 day, 18:02:06 time: 0.1864 data_time: 0.0048 loss: 1.2819 2023/03/25 20:11:00 - mmengine - INFO - Epoch(train) [135][3500/5005] lr: 3.0027e-03 eta: 1 day, 18:01:48 time: 0.1854 data_time: 0.0047 loss: 1.4713 2023/03/25 20:11:19 - mmengine - INFO - Epoch(train) [135][3600/5005] lr: 3.0027e-03 eta: 1 day, 18:01:30 time: 0.1870 data_time: 0.0048 loss: 1.2445 2023/03/25 20:11:38 - mmengine - INFO - Epoch(train) [135][3700/5005] lr: 3.0027e-03 eta: 1 day, 18:01:13 time: 0.1858 data_time: 0.0048 loss: 1.3763 2023/03/25 20:11:57 - mmengine - INFO - Epoch(train) [135][3800/5005] lr: 3.0027e-03 eta: 1 day, 18:00:55 time: 0.1866 data_time: 0.0048 loss: 1.2404 2023/03/25 20:12:16 - mmengine - INFO - Epoch(train) [135][3900/5005] lr: 3.0027e-03 eta: 1 day, 18:00:37 time: 0.1846 data_time: 0.0047 loss: 1.4216 2023/03/25 20:12:35 - mmengine - INFO - Epoch(train) [135][4000/5005] lr: 3.0027e-03 eta: 1 day, 18:00:20 time: 0.1862 data_time: 0.0048 loss: 1.2102 2023/03/25 20:12:54 - mmengine - INFO - Epoch(train) [135][4100/5005] lr: 3.0027e-03 eta: 1 day, 18:00:02 time: 0.1869 data_time: 0.0048 loss: 1.3768 2023/03/25 20:13:14 - mmengine - INFO - Epoch(train) [135][4200/5005] lr: 3.0027e-03 eta: 1 day, 17:59:45 time: 0.2099 data_time: 0.0047 loss: 1.5288 2023/03/25 20:13:33 - mmengine - INFO - Epoch(train) [135][4300/5005] lr: 3.0027e-03 eta: 1 day, 17:59:27 time: 0.1860 data_time: 0.0047 loss: 1.3674 2023/03/25 20:13:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:13:51 - mmengine - INFO - Epoch(train) [135][4400/5005] lr: 3.0027e-03 eta: 1 day, 17:59:09 time: 0.1838 data_time: 0.0048 loss: 1.2798 2023/03/25 20:14:10 - mmengine - INFO - Epoch(train) [135][4500/5005] lr: 3.0027e-03 eta: 1 day, 17:58:51 time: 0.1869 data_time: 0.0048 loss: 1.3680 2023/03/25 20:14:29 - mmengine - INFO - Epoch(train) [135][4600/5005] lr: 3.0027e-03 eta: 1 day, 17:58:33 time: 0.1859 data_time: 0.0048 loss: 1.4832 2023/03/25 20:14:48 - mmengine - INFO - Epoch(train) [135][4700/5005] lr: 3.0027e-03 eta: 1 day, 17:58:15 time: 0.1863 data_time: 0.0048 loss: 1.3964 2023/03/25 20:15:07 - mmengine - INFO - Epoch(train) [135][4800/5005] lr: 3.0027e-03 eta: 1 day, 17:57:58 time: 0.1857 data_time: 0.0047 loss: 1.4296 2023/03/25 20:15:26 - mmengine - INFO - Epoch(train) [135][4900/5005] lr: 3.0027e-03 eta: 1 day, 17:57:40 time: 0.1861 data_time: 0.0047 loss: 1.3945 2023/03/25 20:15:46 - mmengine - INFO - Epoch(train) [135][5000/5005] lr: 3.0027e-03 eta: 1 day, 17:57:23 time: 0.1857 data_time: 0.0055 loss: 1.2658 2023/03/25 20:15:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:15:47 - mmengine - INFO - Saving checkpoint at 135 epochs 2023/03/25 20:15:55 - mmengine - INFO - Epoch(val) [135][100/196] eta: 0:00:06 time: 0.0631 data_time: 0.0239 2023/03/25 20:16:24 - mmengine - INFO - Epoch(val) [135][196/196] accuracy/top1: 69.9580 accuracy/top5: 89.2600data_time: 0.0669 time: 0.1020 2023/03/25 20:16:44 - mmengine - INFO - Epoch(train) [136][ 100/5005] lr: 2.9426e-03 eta: 1 day, 17:57:06 time: 0.1875 data_time: 0.0047 loss: 1.4151 2023/03/25 20:17:04 - mmengine - INFO - Epoch(train) [136][ 200/5005] lr: 2.9426e-03 eta: 1 day, 17:56:48 time: 0.1845 data_time: 0.0048 loss: 1.4680 2023/03/25 20:17:23 - mmengine - INFO - Epoch(train) [136][ 300/5005] lr: 2.9426e-03 eta: 1 day, 17:56:31 time: 0.1870 data_time: 0.0048 loss: 1.2806 2023/03/25 20:17:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:17:42 - mmengine - INFO - Epoch(train) [136][ 400/5005] lr: 2.9426e-03 eta: 1 day, 17:56:13 time: 0.1856 data_time: 0.0048 loss: 1.4796 2023/03/25 20:18:01 - mmengine - INFO - Epoch(train) [136][ 500/5005] lr: 2.9426e-03 eta: 1 day, 17:55:55 time: 0.1854 data_time: 0.0047 loss: 1.3770 2023/03/25 20:18:20 - mmengine - INFO - Epoch(train) [136][ 600/5005] lr: 2.9426e-03 eta: 1 day, 17:55:37 time: 0.1854 data_time: 0.0047 loss: 1.3525 2023/03/25 20:18:39 - mmengine - INFO - Epoch(train) [136][ 700/5005] lr: 2.9426e-03 eta: 1 day, 17:55:19 time: 0.1859 data_time: 0.0048 loss: 1.1561 2023/03/25 20:18:58 - mmengine - INFO - Epoch(train) [136][ 800/5005] lr: 2.9426e-03 eta: 1 day, 17:55:01 time: 0.1860 data_time: 0.0047 loss: 1.2001 2023/03/25 20:19:17 - mmengine - INFO - Epoch(train) [136][ 900/5005] lr: 2.9426e-03 eta: 1 day, 17:54:44 time: 0.1871 data_time: 0.0049 loss: 1.3399 2023/03/25 20:19:36 - mmengine - INFO - Epoch(train) [136][1000/5005] lr: 2.9426e-03 eta: 1 day, 17:54:27 time: 0.1853 data_time: 0.0048 loss: 1.4739 2023/03/25 20:19:55 - mmengine - INFO - Epoch(train) [136][1100/5005] lr: 2.9426e-03 eta: 1 day, 17:54:09 time: 0.1880 data_time: 0.0048 loss: 1.2616 2023/03/25 20:20:14 - mmengine - INFO - Epoch(train) [136][1200/5005] lr: 2.9426e-03 eta: 1 day, 17:53:51 time: 0.1865 data_time: 0.0048 loss: 1.2526 2023/03/25 20:20:34 - mmengine - INFO - Epoch(train) [136][1300/5005] lr: 2.9426e-03 eta: 1 day, 17:53:34 time: 0.1859 data_time: 0.0048 loss: 1.2400 2023/03/25 20:20:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:20:53 - mmengine - INFO - Epoch(train) [136][1400/5005] lr: 2.9426e-03 eta: 1 day, 17:53:16 time: 0.1849 data_time: 0.0047 loss: 1.5865 2023/03/25 20:21:12 - mmengine - INFO - Epoch(train) [136][1500/5005] lr: 2.9426e-03 eta: 1 day, 17:52:58 time: 0.1853 data_time: 0.0047 loss: 1.3547 2023/03/25 20:21:30 - mmengine - INFO - Epoch(train) [136][1600/5005] lr: 2.9426e-03 eta: 1 day, 17:52:40 time: 0.1864 data_time: 0.0049 loss: 1.3543 2023/03/25 20:21:50 - mmengine - INFO - Epoch(train) [136][1700/5005] lr: 2.9426e-03 eta: 1 day, 17:52:23 time: 0.1838 data_time: 0.0049 loss: 1.3992 2023/03/25 20:22:09 - mmengine - INFO - Epoch(train) [136][1800/5005] lr: 2.9426e-03 eta: 1 day, 17:52:05 time: 0.1866 data_time: 0.0048 loss: 1.3043 2023/03/25 20:22:28 - mmengine - INFO - Epoch(train) [136][1900/5005] lr: 2.9426e-03 eta: 1 day, 17:51:47 time: 0.1858 data_time: 0.0048 loss: 1.5376 2023/03/25 20:22:47 - mmengine - INFO - Epoch(train) [136][2000/5005] lr: 2.9426e-03 eta: 1 day, 17:51:29 time: 0.1872 data_time: 0.0048 loss: 1.3934 2023/03/25 20:23:06 - mmengine - INFO - Epoch(train) [136][2100/5005] lr: 2.9426e-03 eta: 1 day, 17:51:12 time: 0.1872 data_time: 0.0048 loss: 1.2226 2023/03/25 20:23:25 - mmengine - INFO - Epoch(train) [136][2200/5005] lr: 2.9426e-03 eta: 1 day, 17:50:54 time: 0.1872 data_time: 0.0050 loss: 1.4070 2023/03/25 20:23:44 - mmengine - INFO - Epoch(train) [136][2300/5005] lr: 2.9426e-03 eta: 1 day, 17:50:37 time: 0.1857 data_time: 0.0048 loss: 1.3091 2023/03/25 20:23:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:24:03 - mmengine - INFO - Epoch(train) [136][2400/5005] lr: 2.9426e-03 eta: 1 day, 17:50:19 time: 0.1871 data_time: 0.0048 loss: 1.3979 2023/03/25 20:24:22 - mmengine - INFO - Epoch(train) [136][2500/5005] lr: 2.9426e-03 eta: 1 day, 17:50:01 time: 0.1852 data_time: 0.0048 loss: 1.4192 2023/03/25 20:24:41 - mmengine - INFO - Epoch(train) [136][2600/5005] lr: 2.9426e-03 eta: 1 day, 17:49:43 time: 0.1863 data_time: 0.0050 loss: 1.3697 2023/03/25 20:25:00 - mmengine - INFO - Epoch(train) [136][2700/5005] lr: 2.9426e-03 eta: 1 day, 17:49:26 time: 0.1868 data_time: 0.0048 loss: 1.2021 2023/03/25 20:25:19 - mmengine - INFO - Epoch(train) [136][2800/5005] lr: 2.9426e-03 eta: 1 day, 17:49:08 time: 0.1870 data_time: 0.0049 loss: 1.3852 2023/03/25 20:25:38 - mmengine - INFO - Epoch(train) [136][2900/5005] lr: 2.9426e-03 eta: 1 day, 17:48:50 time: 0.1907 data_time: 0.0047 loss: 1.3924 2023/03/25 20:25:58 - mmengine - INFO - Epoch(train) [136][3000/5005] lr: 2.9426e-03 eta: 1 day, 17:48:33 time: 0.1869 data_time: 0.0049 loss: 1.4873 2023/03/25 20:26:17 - mmengine - INFO - Epoch(train) [136][3100/5005] lr: 2.9426e-03 eta: 1 day, 17:48:15 time: 0.1871 data_time: 0.0048 loss: 1.3498 2023/03/25 20:26:36 - mmengine - INFO - Epoch(train) [136][3200/5005] lr: 2.9426e-03 eta: 1 day, 17:47:58 time: 0.1866 data_time: 0.0050 loss: 1.1995 2023/03/25 20:26:55 - mmengine - INFO - Epoch(train) [136][3300/5005] lr: 2.9426e-03 eta: 1 day, 17:47:40 time: 0.1874 data_time: 0.0048 loss: 1.4305 2023/03/25 20:27:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:27:14 - mmengine - INFO - Epoch(train) [136][3400/5005] lr: 2.9426e-03 eta: 1 day, 17:47:22 time: 0.1840 data_time: 0.0048 loss: 1.5082 2023/03/25 20:27:33 - mmengine - INFO - Epoch(train) [136][3500/5005] lr: 2.9426e-03 eta: 1 day, 17:47:05 time: 0.1846 data_time: 0.0047 loss: 1.3203 2023/03/25 20:27:52 - mmengine - INFO - Epoch(train) [136][3600/5005] lr: 2.9426e-03 eta: 1 day, 17:46:47 time: 0.1852 data_time: 0.0048 loss: 1.2714 2023/03/25 20:28:11 - mmengine - INFO - Epoch(train) [136][3700/5005] lr: 2.9426e-03 eta: 1 day, 17:46:29 time: 0.1858 data_time: 0.0048 loss: 1.3834 2023/03/25 20:28:30 - mmengine - INFO - Epoch(train) [136][3800/5005] lr: 2.9426e-03 eta: 1 day, 17:46:11 time: 0.2109 data_time: 0.0047 loss: 1.2429 2023/03/25 20:28:50 - mmengine - INFO - Epoch(train) [136][3900/5005] lr: 2.9426e-03 eta: 1 day, 17:45:54 time: 0.1871 data_time: 0.0048 loss: 1.4049 2023/03/25 20:29:09 - mmengine - INFO - Epoch(train) [136][4000/5005] lr: 2.9426e-03 eta: 1 day, 17:45:36 time: 0.1871 data_time: 0.0048 loss: 1.4168 2023/03/25 20:29:28 - mmengine - INFO - Epoch(train) [136][4100/5005] lr: 2.9426e-03 eta: 1 day, 17:45:18 time: 0.1869 data_time: 0.0047 loss: 1.3497 2023/03/25 20:29:47 - mmengine - INFO - Epoch(train) [136][4200/5005] lr: 2.9426e-03 eta: 1 day, 17:45:01 time: 0.1875 data_time: 0.0050 loss: 1.2542 2023/03/25 20:30:06 - mmengine - INFO - Epoch(train) [136][4300/5005] lr: 2.9426e-03 eta: 1 day, 17:44:43 time: 0.1877 data_time: 0.0048 loss: 1.1335 2023/03/25 20:30:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:30:25 - mmengine - INFO - Epoch(train) [136][4400/5005] lr: 2.9426e-03 eta: 1 day, 17:44:26 time: 0.1870 data_time: 0.0048 loss: 1.4633 2023/03/25 20:30:44 - mmengine - INFO - Epoch(train) [136][4500/5005] lr: 2.9426e-03 eta: 1 day, 17:44:08 time: 0.1864 data_time: 0.0051 loss: 1.3130 2023/03/25 20:31:03 - mmengine - INFO - Epoch(train) [136][4600/5005] lr: 2.9426e-03 eta: 1 day, 17:43:50 time: 0.1861 data_time: 0.0049 loss: 1.1302 2023/03/25 20:31:22 - mmengine - INFO - Epoch(train) [136][4700/5005] lr: 2.9426e-03 eta: 1 day, 17:43:33 time: 0.1880 data_time: 0.0049 loss: 1.4212 2023/03/25 20:31:42 - mmengine - INFO - Epoch(train) [136][4800/5005] lr: 2.9426e-03 eta: 1 day, 17:43:15 time: 0.1864 data_time: 0.0049 loss: 1.3800 2023/03/25 20:32:01 - mmengine - INFO - Epoch(train) [136][4900/5005] lr: 2.9426e-03 eta: 1 day, 17:42:57 time: 0.1892 data_time: 0.0048 loss: 1.2701 2023/03/25 20:32:20 - mmengine - INFO - Epoch(train) [136][5000/5005] lr: 2.9426e-03 eta: 1 day, 17:42:40 time: 0.1839 data_time: 0.0055 loss: 1.2049 2023/03/25 20:32:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:32:21 - mmengine - INFO - Saving checkpoint at 136 epochs 2023/03/25 20:32:29 - mmengine - INFO - Epoch(val) [136][100/196] eta: 0:00:06 time: 0.0637 data_time: 0.0246 2023/03/25 20:32:58 - mmengine - INFO - Epoch(val) [136][196/196] accuracy/top1: 70.1280 accuracy/top5: 89.2460data_time: 0.0628 time: 0.0986 2023/03/25 20:33:18 - mmengine - INFO - Epoch(train) [137][ 100/5005] lr: 2.8838e-03 eta: 1 day, 17:42:22 time: 0.1862 data_time: 0.0048 loss: 1.1785 2023/03/25 20:33:38 - mmengine - INFO - Epoch(train) [137][ 200/5005] lr: 2.8838e-03 eta: 1 day, 17:42:05 time: 0.1869 data_time: 0.0047 loss: 1.3298 2023/03/25 20:33:57 - mmengine - INFO - Epoch(train) [137][ 300/5005] lr: 2.8838e-03 eta: 1 day, 17:41:47 time: 0.1869 data_time: 0.0048 loss: 1.2808 2023/03/25 20:34:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:34:16 - mmengine - INFO - Epoch(train) [137][ 400/5005] lr: 2.8838e-03 eta: 1 day, 17:41:29 time: 0.1860 data_time: 0.0048 loss: 1.3958 2023/03/25 20:34:35 - mmengine - INFO - Epoch(train) [137][ 500/5005] lr: 2.8838e-03 eta: 1 day, 17:41:12 time: 0.1853 data_time: 0.0048 loss: 1.4128 2023/03/25 20:34:54 - mmengine - INFO - Epoch(train) [137][ 600/5005] lr: 2.8838e-03 eta: 1 day, 17:40:54 time: 0.1872 data_time: 0.0048 loss: 1.4517 2023/03/25 20:35:13 - mmengine - INFO - Epoch(train) [137][ 700/5005] lr: 2.8838e-03 eta: 1 day, 17:40:36 time: 0.1839 data_time: 0.0048 loss: 1.3784 2023/03/25 20:35:32 - mmengine - INFO - Epoch(train) [137][ 800/5005] lr: 2.8838e-03 eta: 1 day, 17:40:18 time: 0.1867 data_time: 0.0049 loss: 1.2654 2023/03/25 20:35:51 - mmengine - INFO - Epoch(train) [137][ 900/5005] lr: 2.8838e-03 eta: 1 day, 17:40:00 time: 0.1827 data_time: 0.0047 loss: 1.2873 2023/03/25 20:36:10 - mmengine - INFO - Epoch(train) [137][1000/5005] lr: 2.8838e-03 eta: 1 day, 17:39:42 time: 0.1833 data_time: 0.0049 loss: 1.3449 2023/03/25 20:36:29 - mmengine - INFO - Epoch(train) [137][1100/5005] lr: 2.8838e-03 eta: 1 day, 17:39:25 time: 0.1845 data_time: 0.0048 loss: 1.2447 2023/03/25 20:36:48 - mmengine - INFO - Epoch(train) [137][1200/5005] lr: 2.8838e-03 eta: 1 day, 17:39:07 time: 0.2069 data_time: 0.0047 loss: 1.2078 2023/03/25 20:37:07 - mmengine - INFO - Epoch(train) [137][1300/5005] lr: 2.8838e-03 eta: 1 day, 17:38:49 time: 0.1863 data_time: 0.0048 loss: 1.4940 2023/03/25 20:37:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:37:26 - mmengine - INFO - Epoch(train) [137][1400/5005] lr: 2.8838e-03 eta: 1 day, 17:38:31 time: 0.1877 data_time: 0.0052 loss: 1.3750 2023/03/25 20:37:45 - mmengine - INFO - Epoch(train) [137][1500/5005] lr: 2.8838e-03 eta: 1 day, 17:38:14 time: 0.1992 data_time: 0.0048 loss: 1.3808 2023/03/25 20:38:04 - mmengine - INFO - Epoch(train) [137][1600/5005] lr: 2.8838e-03 eta: 1 day, 17:37:56 time: 0.1875 data_time: 0.0048 loss: 1.2737 2023/03/25 20:38:23 - mmengine - INFO - Epoch(train) [137][1700/5005] lr: 2.8838e-03 eta: 1 day, 17:37:38 time: 0.1855 data_time: 0.0048 loss: 1.2545 2023/03/25 20:38:42 - mmengine - INFO - Epoch(train) [137][1800/5005] lr: 2.8838e-03 eta: 1 day, 17:37:20 time: 0.1854 data_time: 0.0048 loss: 1.3128 2023/03/25 20:39:01 - mmengine - INFO - Epoch(train) [137][1900/5005] lr: 2.8838e-03 eta: 1 day, 17:37:03 time: 0.1865 data_time: 0.0049 loss: 1.3230 2023/03/25 20:39:20 - mmengine - INFO - Epoch(train) [137][2000/5005] lr: 2.8838e-03 eta: 1 day, 17:36:45 time: 0.1868 data_time: 0.0048 loss: 1.3712 2023/03/25 20:39:39 - mmengine - INFO - Epoch(train) [137][2100/5005] lr: 2.8838e-03 eta: 1 day, 17:36:27 time: 0.1840 data_time: 0.0047 loss: 1.4908 2023/03/25 20:39:58 - mmengine - INFO - Epoch(train) [137][2200/5005] lr: 2.8838e-03 eta: 1 day, 17:36:09 time: 0.1854 data_time: 0.0048 loss: 1.4794 2023/03/25 20:40:18 - mmengine - INFO - Epoch(train) [137][2300/5005] lr: 2.8838e-03 eta: 1 day, 17:35:52 time: 0.1843 data_time: 0.0048 loss: 1.5301 2023/03/25 20:40:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:40:37 - mmengine - INFO - Epoch(train) [137][2400/5005] lr: 2.8838e-03 eta: 1 day, 17:35:34 time: 0.1867 data_time: 0.0049 loss: 1.4103 2023/03/25 20:40:56 - mmengine - INFO - Epoch(train) [137][2500/5005] lr: 2.8838e-03 eta: 1 day, 17:35:17 time: 0.1855 data_time: 0.0049 loss: 1.3816 2023/03/25 20:41:15 - mmengine - INFO - Epoch(train) [137][2600/5005] lr: 2.8838e-03 eta: 1 day, 17:34:59 time: 0.1830 data_time: 0.0049 loss: 1.3406 2023/03/25 20:41:34 - mmengine - INFO - Epoch(train) [137][2700/5005] lr: 2.8838e-03 eta: 1 day, 17:34:41 time: 0.1877 data_time: 0.0049 loss: 1.2835 2023/03/25 20:41:53 - mmengine - INFO - Epoch(train) [137][2800/5005] lr: 2.8838e-03 eta: 1 day, 17:34:24 time: 0.1871 data_time: 0.0049 loss: 1.4419 2023/03/25 20:42:12 - mmengine - INFO - Epoch(train) [137][2900/5005] lr: 2.8838e-03 eta: 1 day, 17:34:06 time: 0.2021 data_time: 0.0049 loss: 1.1766 2023/03/25 20:42:31 - mmengine - INFO - Epoch(train) [137][3000/5005] lr: 2.8838e-03 eta: 1 day, 17:33:48 time: 0.1859 data_time: 0.0048 loss: 1.4019 2023/03/25 20:42:51 - mmengine - INFO - Epoch(train) [137][3100/5005] lr: 2.8838e-03 eta: 1 day, 17:33:31 time: 0.1853 data_time: 0.0048 loss: 1.3687 2023/03/25 20:43:10 - mmengine - INFO - Epoch(train) [137][3200/5005] lr: 2.8838e-03 eta: 1 day, 17:33:13 time: 0.1885 data_time: 0.0050 loss: 1.3869 2023/03/25 20:43:29 - mmengine - INFO - Epoch(train) [137][3300/5005] lr: 2.8838e-03 eta: 1 day, 17:32:55 time: 0.1855 data_time: 0.0047 loss: 1.4577 2023/03/25 20:43:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:43:48 - mmengine - INFO - Epoch(train) [137][3400/5005] lr: 2.8838e-03 eta: 1 day, 17:32:38 time: 0.1871 data_time: 0.0048 loss: 1.4227 2023/03/25 20:44:07 - mmengine - INFO - Epoch(train) [137][3500/5005] lr: 2.8838e-03 eta: 1 day, 17:32:20 time: 0.1881 data_time: 0.0048 loss: 1.3831 2023/03/25 20:44:26 - mmengine - INFO - Epoch(train) [137][3600/5005] lr: 2.8838e-03 eta: 1 day, 17:32:02 time: 0.1880 data_time: 0.0048 loss: 1.4202 2023/03/25 20:44:41 - mmengine - INFO - Epoch(train) [137][3700/5005] lr: 2.8838e-03 eta: 1 day, 17:31:39 time: 0.1683 data_time: 0.0049 loss: 1.3058 2023/03/25 20:44:58 - mmengine - INFO - Epoch(train) [137][3800/5005] lr: 2.8838e-03 eta: 1 day, 17:31:19 time: 0.1689 data_time: 0.0050 loss: 1.3513 2023/03/25 20:45:15 - mmengine - INFO - Epoch(train) [137][3900/5005] lr: 2.8838e-03 eta: 1 day, 17:30:59 time: 0.1685 data_time: 0.0049 loss: 1.6538 2023/03/25 20:45:33 - mmengine - INFO - Epoch(train) [137][4000/5005] lr: 2.8838e-03 eta: 1 day, 17:30:40 time: 0.1895 data_time: 0.0048 loss: 1.2230 2023/03/25 20:45:50 - mmengine - INFO - Epoch(train) [137][4100/5005] lr: 2.8838e-03 eta: 1 day, 17:30:20 time: 0.1693 data_time: 0.0052 loss: 1.2493 2023/03/25 20:46:08 - mmengine - INFO - Epoch(train) [137][4200/5005] lr: 2.8838e-03 eta: 1 day, 17:30:00 time: 0.1705 data_time: 0.0050 loss: 1.4009 2023/03/25 20:46:25 - mmengine - INFO - Epoch(train) [137][4300/5005] lr: 2.8838e-03 eta: 1 day, 17:29:40 time: 0.1685 data_time: 0.0049 loss: 1.3365 2023/03/25 20:46:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:46:42 - mmengine - INFO - Epoch(train) [137][4400/5005] lr: 2.8838e-03 eta: 1 day, 17:29:20 time: 0.1699 data_time: 0.0051 loss: 1.4564 2023/03/25 20:47:00 - mmengine - INFO - Epoch(train) [137][4500/5005] lr: 2.8838e-03 eta: 1 day, 17:29:01 time: 0.1697 data_time: 0.0049 loss: 1.2223 2023/03/25 20:47:17 - mmengine - INFO - Epoch(train) [137][4600/5005] lr: 2.8838e-03 eta: 1 day, 17:28:41 time: 0.1681 data_time: 0.0050 loss: 1.4611 2023/03/25 20:47:34 - mmengine - INFO - Epoch(train) [137][4700/5005] lr: 2.8838e-03 eta: 1 day, 17:28:21 time: 0.1687 data_time: 0.0048 loss: 1.3801 2023/03/25 20:47:52 - mmengine - INFO - Epoch(train) [137][4800/5005] lr: 2.8838e-03 eta: 1 day, 17:28:02 time: 0.1710 data_time: 0.0051 loss: 1.4666 2023/03/25 20:48:09 - mmengine - INFO - Epoch(train) [137][4900/5005] lr: 2.8838e-03 eta: 1 day, 17:27:42 time: 0.1682 data_time: 0.0049 loss: 1.3357 2023/03/25 20:48:26 - mmengine - INFO - Epoch(train) [137][5000/5005] lr: 2.8838e-03 eta: 1 day, 17:27:22 time: 0.1684 data_time: 0.0055 loss: 1.3936 2023/03/25 20:48:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:48:28 - mmengine - INFO - Saving checkpoint at 137 epochs 2023/03/25 20:48:36 - mmengine - INFO - Epoch(val) [137][100/196] eta: 0:00:06 time: 0.0610 data_time: 0.0250 2023/03/25 20:49:04 - mmengine - INFO - Epoch(val) [137][196/196] accuracy/top1: 70.0100 accuracy/top5: 89.1540data_time: 0.0688 time: 0.1020 2023/03/25 20:49:23 - mmengine - INFO - Epoch(train) [138][ 100/5005] lr: 2.8261e-03 eta: 1 day, 17:27:03 time: 0.1671 data_time: 0.0049 loss: 1.2789 2023/03/25 20:49:40 - mmengine - INFO - Epoch(train) [138][ 200/5005] lr: 2.8261e-03 eta: 1 day, 17:26:43 time: 0.1701 data_time: 0.0047 loss: 1.3851 2023/03/25 20:49:57 - mmengine - INFO - Epoch(train) [138][ 300/5005] lr: 2.8261e-03 eta: 1 day, 17:26:23 time: 0.1677 data_time: 0.0053 loss: 1.4594 2023/03/25 20:50:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:50:15 - mmengine - INFO - Epoch(train) [138][ 400/5005] lr: 2.8261e-03 eta: 1 day, 17:26:04 time: 0.1697 data_time: 0.0048 loss: 1.4345 2023/03/25 20:50:33 - mmengine - INFO - Epoch(train) [138][ 500/5005] lr: 2.8261e-03 eta: 1 day, 17:25:44 time: 0.1685 data_time: 0.0050 loss: 1.2515 2023/03/25 20:50:50 - mmengine - INFO - Epoch(train) [138][ 600/5005] lr: 2.8261e-03 eta: 1 day, 17:25:24 time: 0.1687 data_time: 0.0048 loss: 1.4736 2023/03/25 20:51:07 - mmengine - INFO - Epoch(train) [138][ 700/5005] lr: 2.8261e-03 eta: 1 day, 17:25:04 time: 0.1680 data_time: 0.0048 loss: 1.1264 2023/03/25 20:51:24 - mmengine - INFO - Epoch(train) [138][ 800/5005] lr: 2.8261e-03 eta: 1 day, 17:24:44 time: 0.1661 data_time: 0.0049 loss: 1.3279 2023/03/25 20:51:42 - mmengine - INFO - Epoch(train) [138][ 900/5005] lr: 2.8261e-03 eta: 1 day, 17:24:25 time: 0.1688 data_time: 0.0048 loss: 1.3715 2023/03/25 20:51:59 - mmengine - INFO - Epoch(train) [138][1000/5005] lr: 2.8261e-03 eta: 1 day, 17:24:05 time: 0.1685 data_time: 0.0048 loss: 1.4524 2023/03/25 20:52:17 - mmengine - INFO - Epoch(train) [138][1100/5005] lr: 2.8261e-03 eta: 1 day, 17:23:45 time: 0.1697 data_time: 0.0050 loss: 1.3307 2023/03/25 20:52:34 - mmengine - INFO - Epoch(train) [138][1200/5005] lr: 2.8261e-03 eta: 1 day, 17:23:26 time: 0.1688 data_time: 0.0049 loss: 1.2334 2023/03/25 20:52:52 - mmengine - INFO - Epoch(train) [138][1300/5005] lr: 2.8261e-03 eta: 1 day, 17:23:06 time: 0.1697 data_time: 0.0048 loss: 1.4711 2023/03/25 20:52:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:53:09 - mmengine - INFO - Epoch(train) [138][1400/5005] lr: 2.8261e-03 eta: 1 day, 17:22:46 time: 0.1704 data_time: 0.0049 loss: 1.1018 2023/03/25 20:53:26 - mmengine - INFO - Epoch(train) [138][1500/5005] lr: 2.8261e-03 eta: 1 day, 17:22:27 time: 0.1681 data_time: 0.0047 loss: 1.3206 2023/03/25 20:53:44 - mmengine - INFO - Epoch(train) [138][1600/5005] lr: 2.8261e-03 eta: 1 day, 17:22:07 time: 0.1689 data_time: 0.0047 loss: 1.1571 2023/03/25 20:54:01 - mmengine - INFO - Epoch(train) [138][1700/5005] lr: 2.8261e-03 eta: 1 day, 17:21:47 time: 0.1691 data_time: 0.0047 loss: 1.4806 2023/03/25 20:54:18 - mmengine - INFO - Epoch(train) [138][1800/5005] lr: 2.8261e-03 eta: 1 day, 17:21:27 time: 0.1686 data_time: 0.0048 loss: 1.3816 2023/03/25 20:54:36 - mmengine - INFO - Epoch(train) [138][1900/5005] lr: 2.8261e-03 eta: 1 day, 17:21:08 time: 0.1683 data_time: 0.0046 loss: 1.4147 2023/03/25 20:54:53 - mmengine - INFO - Epoch(train) [138][2000/5005] lr: 2.8261e-03 eta: 1 day, 17:20:48 time: 0.1697 data_time: 0.0049 loss: 1.4482 2023/03/25 20:55:11 - mmengine - INFO - Epoch(train) [138][2100/5005] lr: 2.8261e-03 eta: 1 day, 17:20:28 time: 0.1692 data_time: 0.0047 loss: 1.4261 2023/03/25 20:55:28 - mmengine - INFO - Epoch(train) [138][2200/5005] lr: 2.8261e-03 eta: 1 day, 17:20:09 time: 0.1696 data_time: 0.0049 loss: 1.1744 2023/03/25 20:55:45 - mmengine - INFO - Epoch(train) [138][2300/5005] lr: 2.8261e-03 eta: 1 day, 17:19:49 time: 0.1698 data_time: 0.0048 loss: 1.3670 2023/03/25 20:55:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:56:03 - mmengine - INFO - Epoch(train) [138][2400/5005] lr: 2.8261e-03 eta: 1 day, 17:19:29 time: 0.1692 data_time: 0.0047 loss: 1.4401 2023/03/25 20:56:20 - mmengine - INFO - Epoch(train) [138][2500/5005] lr: 2.8261e-03 eta: 1 day, 17:19:09 time: 0.1888 data_time: 0.0049 loss: 1.2870 2023/03/25 20:56:37 - mmengine - INFO - Epoch(train) [138][2600/5005] lr: 2.8261e-03 eta: 1 day, 17:18:50 time: 0.1688 data_time: 0.0047 loss: 1.4969 2023/03/25 20:56:55 - mmengine - INFO - Epoch(train) [138][2700/5005] lr: 2.8261e-03 eta: 1 day, 17:18:30 time: 0.1688 data_time: 0.0049 loss: 1.5183 2023/03/25 20:57:13 - mmengine - INFO - Epoch(train) [138][2800/5005] lr: 2.8261e-03 eta: 1 day, 17:18:11 time: 0.1731 data_time: 0.0048 loss: 1.3581 2023/03/25 20:57:30 - mmengine - INFO - Epoch(train) [138][2900/5005] lr: 2.8261e-03 eta: 1 day, 17:17:51 time: 0.1942 data_time: 0.0048 loss: 1.3509 2023/03/25 20:57:48 - mmengine - INFO - Epoch(train) [138][3000/5005] lr: 2.8261e-03 eta: 1 day, 17:17:31 time: 0.1811 data_time: 0.0047 loss: 1.4201 2023/03/25 20:58:05 - mmengine - INFO - Epoch(train) [138][3100/5005] lr: 2.8261e-03 eta: 1 day, 17:17:12 time: 0.1690 data_time: 0.0048 loss: 1.2584 2023/03/25 20:58:22 - mmengine - INFO - Epoch(train) [138][3200/5005] lr: 2.8261e-03 eta: 1 day, 17:16:52 time: 0.1691 data_time: 0.0047 loss: 1.4979 2023/03/25 20:58:40 - mmengine - INFO - Epoch(train) [138][3300/5005] lr: 2.8261e-03 eta: 1 day, 17:16:32 time: 0.1879 data_time: 0.0047 loss: 1.6088 2023/03/25 20:58:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 20:58:57 - mmengine - INFO - Epoch(train) [138][3400/5005] lr: 2.8261e-03 eta: 1 day, 17:16:12 time: 0.1693 data_time: 0.0048 loss: 1.3685 2023/03/25 20:59:14 - mmengine - INFO - Epoch(train) [138][3500/5005] lr: 2.8261e-03 eta: 1 day, 17:15:53 time: 0.1686 data_time: 0.0047 loss: 1.5825 2023/03/25 20:59:32 - mmengine - INFO - Epoch(train) [138][3600/5005] lr: 2.8261e-03 eta: 1 day, 17:15:33 time: 0.1953 data_time: 0.0048 loss: 1.2117 2023/03/25 20:59:49 - mmengine - INFO - Epoch(train) [138][3700/5005] lr: 2.8261e-03 eta: 1 day, 17:15:13 time: 0.1691 data_time: 0.0047 loss: 1.4049 2023/03/25 21:00:07 - mmengine - INFO - Epoch(train) [138][3800/5005] lr: 2.8261e-03 eta: 1 day, 17:14:54 time: 0.1698 data_time: 0.0049 loss: 1.2450 2023/03/25 21:00:24 - mmengine - INFO - Epoch(train) [138][3900/5005] lr: 2.8261e-03 eta: 1 day, 17:14:34 time: 0.1683 data_time: 0.0048 loss: 1.4085 2023/03/25 21:00:41 - mmengine - INFO - Epoch(train) [138][4000/5005] lr: 2.8261e-03 eta: 1 day, 17:14:14 time: 0.1692 data_time: 0.0049 loss: 1.4460 2023/03/25 21:00:59 - mmengine - INFO - Epoch(train) [138][4100/5005] lr: 2.8261e-03 eta: 1 day, 17:13:54 time: 0.1695 data_time: 0.0047 loss: 1.3799 2023/03/25 21:01:16 - mmengine - INFO - Epoch(train) [138][4200/5005] lr: 2.8261e-03 eta: 1 day, 17:13:35 time: 0.1686 data_time: 0.0047 loss: 1.3989 2023/03/25 21:01:33 - mmengine - INFO - Epoch(train) [138][4300/5005] lr: 2.8261e-03 eta: 1 day, 17:13:15 time: 0.1699 data_time: 0.0047 loss: 1.2787 2023/03/25 21:01:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:01:51 - mmengine - INFO - Epoch(train) [138][4400/5005] lr: 2.8261e-03 eta: 1 day, 17:12:55 time: 0.1688 data_time: 0.0052 loss: 1.5114 2023/03/25 21:02:08 - mmengine - INFO - Epoch(train) [138][4500/5005] lr: 2.8261e-03 eta: 1 day, 17:12:36 time: 0.1674 data_time: 0.0047 loss: 1.3905 2023/03/25 21:02:26 - mmengine - INFO - Epoch(train) [138][4600/5005] lr: 2.8261e-03 eta: 1 day, 17:12:16 time: 0.1688 data_time: 0.0047 loss: 1.4061 2023/03/25 21:02:43 - mmengine - INFO - Epoch(train) [138][4700/5005] lr: 2.8261e-03 eta: 1 day, 17:11:56 time: 0.1682 data_time: 0.0049 loss: 1.4134 2023/03/25 21:03:00 - mmengine - INFO - Epoch(train) [138][4800/5005] lr: 2.8261e-03 eta: 1 day, 17:11:37 time: 0.1658 data_time: 0.0048 loss: 1.2851 2023/03/25 21:03:18 - mmengine - INFO - Epoch(train) [138][4900/5005] lr: 2.8261e-03 eta: 1 day, 17:11:17 time: 0.1682 data_time: 0.0047 loss: 1.4653 2023/03/25 21:03:35 - mmengine - INFO - Epoch(train) [138][5000/5005] lr: 2.8261e-03 eta: 1 day, 17:10:57 time: 0.1673 data_time: 0.0054 loss: 1.2995 2023/03/25 21:03:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:03:36 - mmengine - INFO - Saving checkpoint at 138 epochs 2023/03/25 21:03:44 - mmengine - INFO - Epoch(val) [138][100/196] eta: 0:00:06 time: 0.0613 data_time: 0.0227 2023/03/25 21:04:14 - mmengine - INFO - Epoch(val) [138][196/196] accuracy/top1: 69.8840 accuracy/top5: 89.2620data_time: 0.0700 time: 0.1022 2023/03/25 21:04:32 - mmengine - INFO - Epoch(train) [139][ 100/5005] lr: 2.7696e-03 eta: 1 day, 17:10:38 time: 0.1689 data_time: 0.0049 loss: 1.3894 2023/03/25 21:04:50 - mmengine - INFO - Epoch(train) [139][ 200/5005] lr: 2.7696e-03 eta: 1 day, 17:10:18 time: 0.1690 data_time: 0.0049 loss: 1.4289 2023/03/25 21:05:07 - mmengine - INFO - Epoch(train) [139][ 300/5005] lr: 2.7696e-03 eta: 1 day, 17:09:58 time: 0.1683 data_time: 0.0049 loss: 1.2822 2023/03/25 21:05:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:05:24 - mmengine - INFO - Epoch(train) [139][ 400/5005] lr: 2.7696e-03 eta: 1 day, 17:09:38 time: 0.1690 data_time: 0.0048 loss: 1.2927 2023/03/25 21:05:41 - mmengine - INFO - Epoch(train) [139][ 500/5005] lr: 2.7696e-03 eta: 1 day, 17:09:18 time: 0.1696 data_time: 0.0049 loss: 1.3686 2023/03/25 21:05:59 - mmengine - INFO - Epoch(train) [139][ 600/5005] lr: 2.7696e-03 eta: 1 day, 17:08:59 time: 0.1711 data_time: 0.0049 loss: 1.3581 2023/03/25 21:06:16 - mmengine - INFO - Epoch(train) [139][ 700/5005] lr: 2.7696e-03 eta: 1 day, 17:08:39 time: 0.1693 data_time: 0.0051 loss: 1.4456 2023/03/25 21:06:34 - mmengine - INFO - Epoch(train) [139][ 800/5005] lr: 2.7696e-03 eta: 1 day, 17:08:19 time: 0.1671 data_time: 0.0047 loss: 1.3920 2023/03/25 21:06:51 - mmengine - INFO - Epoch(train) [139][ 900/5005] lr: 2.7696e-03 eta: 1 day, 17:08:00 time: 0.1682 data_time: 0.0048 loss: 1.3175 2023/03/25 21:07:08 - mmengine - INFO - Epoch(train) [139][1000/5005] lr: 2.7696e-03 eta: 1 day, 17:07:40 time: 0.1691 data_time: 0.0049 loss: 1.4064 2023/03/25 21:07:26 - mmengine - INFO - Epoch(train) [139][1100/5005] lr: 2.7696e-03 eta: 1 day, 17:07:21 time: 0.1682 data_time: 0.0049 loss: 1.5938 2023/03/25 21:07:43 - mmengine - INFO - Epoch(train) [139][1200/5005] lr: 2.7696e-03 eta: 1 day, 17:07:01 time: 0.1692 data_time: 0.0049 loss: 1.3213 2023/03/25 21:08:00 - mmengine - INFO - Epoch(train) [139][1300/5005] lr: 2.7696e-03 eta: 1 day, 17:06:41 time: 0.1706 data_time: 0.0050 loss: 1.5578 2023/03/25 21:08:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:08:18 - mmengine - INFO - Epoch(train) [139][1400/5005] lr: 2.7696e-03 eta: 1 day, 17:06:21 time: 0.1697 data_time: 0.0049 loss: 1.4279 2023/03/25 21:08:35 - mmengine - INFO - Epoch(train) [139][1500/5005] lr: 2.7696e-03 eta: 1 day, 17:06:02 time: 0.1692 data_time: 0.0049 loss: 1.3042 2023/03/25 21:08:53 - mmengine - INFO - Epoch(train) [139][1600/5005] lr: 2.7696e-03 eta: 1 day, 17:05:42 time: 0.1693 data_time: 0.0048 loss: 1.2156 2023/03/25 21:09:10 - mmengine - INFO - Epoch(train) [139][1700/5005] lr: 2.7696e-03 eta: 1 day, 17:05:23 time: 0.1696 data_time: 0.0048 loss: 1.2744 2023/03/25 21:09:28 - mmengine - INFO - Epoch(train) [139][1800/5005] lr: 2.7696e-03 eta: 1 day, 17:05:03 time: 0.1700 data_time: 0.0047 loss: 1.3619 2023/03/25 21:09:45 - mmengine - INFO - Epoch(train) [139][1900/5005] lr: 2.7696e-03 eta: 1 day, 17:04:43 time: 0.1830 data_time: 0.0047 loss: 1.5714 2023/03/25 21:10:02 - mmengine - INFO - Epoch(train) [139][2000/5005] lr: 2.7696e-03 eta: 1 day, 17:04:23 time: 0.1691 data_time: 0.0048 loss: 1.4167 2023/03/25 21:10:19 - mmengine - INFO - Epoch(train) [139][2100/5005] lr: 2.7696e-03 eta: 1 day, 17:04:03 time: 0.1688 data_time: 0.0049 loss: 1.4405 2023/03/25 21:10:37 - mmengine - INFO - Epoch(train) [139][2200/5005] lr: 2.7696e-03 eta: 1 day, 17:03:43 time: 0.1684 data_time: 0.0049 loss: 1.3851 2023/03/25 21:10:54 - mmengine - INFO - Epoch(train) [139][2300/5005] lr: 2.7696e-03 eta: 1 day, 17:03:24 time: 0.1670 data_time: 0.0049 loss: 1.3763 2023/03/25 21:10:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:11:12 - mmengine - INFO - Epoch(train) [139][2400/5005] lr: 2.7696e-03 eta: 1 day, 17:03:04 time: 0.1820 data_time: 0.0049 loss: 1.3806 2023/03/25 21:11:29 - mmengine - INFO - Epoch(train) [139][2500/5005] lr: 2.7696e-03 eta: 1 day, 17:02:45 time: 0.1686 data_time: 0.0048 loss: 1.2559 2023/03/25 21:11:46 - mmengine - INFO - Epoch(train) [139][2600/5005] lr: 2.7696e-03 eta: 1 day, 17:02:25 time: 0.1681 data_time: 0.0048 loss: 1.4451 2023/03/25 21:12:04 - mmengine - INFO - Epoch(train) [139][2700/5005] lr: 2.7696e-03 eta: 1 day, 17:02:06 time: 0.1681 data_time: 0.0049 loss: 1.3628 2023/03/25 21:12:21 - mmengine - INFO - Epoch(train) [139][2800/5005] lr: 2.7696e-03 eta: 1 day, 17:01:46 time: 0.1692 data_time: 0.0048 loss: 1.3757 2023/03/25 21:12:38 - mmengine - INFO - Epoch(train) [139][2900/5005] lr: 2.7696e-03 eta: 1 day, 17:01:26 time: 0.1692 data_time: 0.0048 loss: 1.1834 2023/03/25 21:12:56 - mmengine - INFO - Epoch(train) [139][3000/5005] lr: 2.7696e-03 eta: 1 day, 17:01:06 time: 0.1682 data_time: 0.0047 loss: 1.2614 2023/03/25 21:13:13 - mmengine - INFO - Epoch(train) [139][3100/5005] lr: 2.7696e-03 eta: 1 day, 17:00:46 time: 0.1688 data_time: 0.0047 loss: 1.3806 2023/03/25 21:13:31 - mmengine - INFO - Epoch(train) [139][3200/5005] lr: 2.7696e-03 eta: 1 day, 17:00:27 time: 0.1697 data_time: 0.0048 loss: 1.5309 2023/03/25 21:13:48 - mmengine - INFO - Epoch(train) [139][3300/5005] lr: 2.7696e-03 eta: 1 day, 17:00:07 time: 0.1902 data_time: 0.0048 loss: 1.4107 2023/03/25 21:13:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:14:06 - mmengine - INFO - Epoch(train) [139][3400/5005] lr: 2.7696e-03 eta: 1 day, 16:59:48 time: 0.1683 data_time: 0.0047 loss: 1.1172 2023/03/25 21:14:23 - mmengine - INFO - Epoch(train) [139][3500/5005] lr: 2.7696e-03 eta: 1 day, 16:59:28 time: 0.1690 data_time: 0.0049 loss: 1.2111 2023/03/25 21:14:40 - mmengine - INFO - Epoch(train) [139][3600/5005] lr: 2.7696e-03 eta: 1 day, 16:59:08 time: 0.1696 data_time: 0.0047 loss: 1.2954 2023/03/25 21:14:58 - mmengine - INFO - Epoch(train) [139][3700/5005] lr: 2.7696e-03 eta: 1 day, 16:58:49 time: 0.1700 data_time: 0.0048 loss: 1.4154 2023/03/25 21:15:15 - mmengine - INFO - Epoch(train) [139][3800/5005] lr: 2.7696e-03 eta: 1 day, 16:58:29 time: 0.1688 data_time: 0.0047 loss: 1.1404 2023/03/25 21:15:32 - mmengine - INFO - Epoch(train) [139][3900/5005] lr: 2.7696e-03 eta: 1 day, 16:58:09 time: 0.1687 data_time: 0.0048 loss: 1.4696 2023/03/25 21:15:50 - mmengine - INFO - Epoch(train) [139][4000/5005] lr: 2.7696e-03 eta: 1 day, 16:57:50 time: 0.1698 data_time: 0.0049 loss: 1.1650 2023/03/25 21:16:07 - mmengine - INFO - Epoch(train) [139][4100/5005] lr: 2.7696e-03 eta: 1 day, 16:57:30 time: 0.1689 data_time: 0.0050 loss: 1.1581 2023/03/25 21:16:25 - mmengine - INFO - Epoch(train) [139][4200/5005] lr: 2.7696e-03 eta: 1 day, 16:57:10 time: 0.1687 data_time: 0.0050 loss: 1.4773 2023/03/25 21:16:42 - mmengine - INFO - Epoch(train) [139][4300/5005] lr: 2.7696e-03 eta: 1 day, 16:56:51 time: 0.1684 data_time: 0.0048 loss: 1.3360 2023/03/25 21:16:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:16:59 - mmengine - INFO - Epoch(train) [139][4400/5005] lr: 2.7696e-03 eta: 1 day, 16:56:31 time: 0.1688 data_time: 0.0049 loss: 1.2636 2023/03/25 21:17:17 - mmengine - INFO - Epoch(train) [139][4500/5005] lr: 2.7696e-03 eta: 1 day, 16:56:11 time: 0.1684 data_time: 0.0049 loss: 1.3756 2023/03/25 21:17:34 - mmengine - INFO - Epoch(train) [139][4600/5005] lr: 2.7696e-03 eta: 1 day, 16:55:51 time: 0.1687 data_time: 0.0050 loss: 1.4004 2023/03/25 21:17:52 - mmengine - INFO - Epoch(train) [139][4700/5005] lr: 2.7696e-03 eta: 1 day, 16:55:32 time: 0.1886 data_time: 0.0048 loss: 1.3841 2023/03/25 21:18:09 - mmengine - INFO - Epoch(train) [139][4800/5005] lr: 2.7696e-03 eta: 1 day, 16:55:13 time: 0.1817 data_time: 0.0047 loss: 1.4399 2023/03/25 21:18:26 - mmengine - INFO - Epoch(train) [139][4900/5005] lr: 2.7696e-03 eta: 1 day, 16:54:53 time: 0.1692 data_time: 0.0047 loss: 1.4938 2023/03/25 21:18:44 - mmengine - INFO - Epoch(train) [139][5000/5005] lr: 2.7696e-03 eta: 1 day, 16:54:33 time: 0.1675 data_time: 0.0055 loss: 1.3529 2023/03/25 21:18:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:18:45 - mmengine - INFO - Saving checkpoint at 139 epochs 2023/03/25 21:18:53 - mmengine - INFO - Epoch(val) [139][100/196] eta: 0:00:06 time: 0.0598 data_time: 0.0244 2023/03/25 21:19:22 - mmengine - INFO - Epoch(val) [139][196/196] accuracy/top1: 70.0380 accuracy/top5: 89.1360data_time: 0.0354 time: 0.0690 2023/03/25 21:19:41 - mmengine - INFO - Epoch(train) [140][ 100/5005] lr: 2.7142e-03 eta: 1 day, 16:54:14 time: 0.1689 data_time: 0.0048 loss: 1.3751 2023/03/25 21:19:58 - mmengine - INFO - Epoch(train) [140][ 200/5005] lr: 2.7142e-03 eta: 1 day, 16:53:54 time: 0.1702 data_time: 0.0048 loss: 1.2289 2023/03/25 21:20:16 - mmengine - INFO - Epoch(train) [140][ 300/5005] lr: 2.7142e-03 eta: 1 day, 16:53:34 time: 0.1689 data_time: 0.0051 loss: 1.1627 2023/03/25 21:20:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:20:33 - mmengine - INFO - Epoch(train) [140][ 400/5005] lr: 2.7142e-03 eta: 1 day, 16:53:15 time: 0.1692 data_time: 0.0049 loss: 1.2010 2023/03/25 21:20:50 - mmengine - INFO - Epoch(train) [140][ 500/5005] lr: 2.7142e-03 eta: 1 day, 16:52:55 time: 0.1681 data_time: 0.0049 loss: 1.2454 2023/03/25 21:21:07 - mmengine - INFO - Epoch(train) [140][ 600/5005] lr: 2.7142e-03 eta: 1 day, 16:52:35 time: 0.1691 data_time: 0.0049 loss: 1.3440 2023/03/25 21:21:25 - mmengine - INFO - Epoch(train) [140][ 700/5005] lr: 2.7142e-03 eta: 1 day, 16:52:15 time: 0.1689 data_time: 0.0050 loss: 1.2231 2023/03/25 21:21:42 - mmengine - INFO - Epoch(train) [140][ 800/5005] lr: 2.7142e-03 eta: 1 day, 16:51:56 time: 0.1686 data_time: 0.0050 loss: 1.1710 2023/03/25 21:22:00 - mmengine - INFO - Epoch(train) [140][ 900/5005] lr: 2.7142e-03 eta: 1 day, 16:51:36 time: 0.1681 data_time: 0.0049 loss: 1.5865 2023/03/25 21:22:17 - mmengine - INFO - Epoch(train) [140][1000/5005] lr: 2.7142e-03 eta: 1 day, 16:51:16 time: 0.1689 data_time: 0.0049 loss: 1.4484 2023/03/25 21:22:34 - mmengine - INFO - Epoch(train) [140][1100/5005] lr: 2.7142e-03 eta: 1 day, 16:50:57 time: 0.1690 data_time: 0.0051 loss: 1.4010 2023/03/25 21:22:52 - mmengine - INFO - Epoch(train) [140][1200/5005] lr: 2.7142e-03 eta: 1 day, 16:50:37 time: 0.1680 data_time: 0.0048 loss: 1.3418 2023/03/25 21:23:09 - mmengine - INFO - Epoch(train) [140][1300/5005] lr: 2.7142e-03 eta: 1 day, 16:50:17 time: 0.1693 data_time: 0.0049 loss: 1.4316 2023/03/25 21:23:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:23:27 - mmengine - INFO - Epoch(train) [140][1400/5005] lr: 2.7142e-03 eta: 1 day, 16:49:58 time: 0.1685 data_time: 0.0048 loss: 1.5258 2023/03/25 21:23:44 - mmengine - INFO - Epoch(train) [140][1500/5005] lr: 2.7142e-03 eta: 1 day, 16:49:38 time: 0.1700 data_time: 0.0048 loss: 1.4639 2023/03/25 21:24:01 - mmengine - INFO - Epoch(train) [140][1600/5005] lr: 2.7142e-03 eta: 1 day, 16:49:19 time: 0.1685 data_time: 0.0050 loss: 1.3265 2023/03/25 21:24:19 - mmengine - INFO - Epoch(train) [140][1700/5005] lr: 2.7142e-03 eta: 1 day, 16:48:59 time: 0.1687 data_time: 0.0049 loss: 1.2900 2023/03/25 21:24:36 - mmengine - INFO - Epoch(train) [140][1800/5005] lr: 2.7142e-03 eta: 1 day, 16:48:39 time: 0.1815 data_time: 0.0049 loss: 1.3689 2023/03/25 21:24:54 - mmengine - INFO - Epoch(train) [140][1900/5005] lr: 2.7142e-03 eta: 1 day, 16:48:20 time: 0.1694 data_time: 0.0051 loss: 1.4151 2023/03/25 21:25:11 - mmengine - INFO - Epoch(train) [140][2000/5005] lr: 2.7142e-03 eta: 1 day, 16:48:00 time: 0.1695 data_time: 0.0048 loss: 1.2986 2023/03/25 21:25:28 - mmengine - INFO - Epoch(train) [140][2100/5005] lr: 2.7142e-03 eta: 1 day, 16:47:41 time: 0.1683 data_time: 0.0050 loss: 1.4552 2023/03/25 21:25:46 - mmengine - INFO - Epoch(train) [140][2200/5005] lr: 2.7142e-03 eta: 1 day, 16:47:21 time: 0.1688 data_time: 0.0051 loss: 1.3366 2023/03/25 21:26:03 - mmengine - INFO - Epoch(train) [140][2300/5005] lr: 2.7142e-03 eta: 1 day, 16:47:01 time: 0.1679 data_time: 0.0049 loss: 1.3616 2023/03/25 21:26:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:26:20 - mmengine - INFO - Epoch(train) [140][2400/5005] lr: 2.7142e-03 eta: 1 day, 16:46:41 time: 0.1695 data_time: 0.0050 loss: 1.4137 2023/03/25 21:26:38 - mmengine - INFO - Epoch(train) [140][2500/5005] lr: 2.7142e-03 eta: 1 day, 16:46:22 time: 0.1685 data_time: 0.0049 loss: 1.2297 2023/03/25 21:26:55 - mmengine - INFO - Epoch(train) [140][2600/5005] lr: 2.7142e-03 eta: 1 day, 16:46:02 time: 0.1708 data_time: 0.0052 loss: 1.4510 2023/03/25 21:27:13 - mmengine - INFO - Epoch(train) [140][2700/5005] lr: 2.7142e-03 eta: 1 day, 16:45:42 time: 0.1685 data_time: 0.0049 loss: 1.6051 2023/03/25 21:27:30 - mmengine - INFO - Epoch(train) [140][2800/5005] lr: 2.7142e-03 eta: 1 day, 16:45:23 time: 0.1699 data_time: 0.0049 loss: 1.4294 2023/03/25 21:27:48 - mmengine - INFO - Epoch(train) [140][2900/5005] lr: 2.7142e-03 eta: 1 day, 16:45:03 time: 0.1687 data_time: 0.0049 loss: 1.3591 2023/03/25 21:28:05 - mmengine - INFO - Epoch(train) [140][3000/5005] lr: 2.7142e-03 eta: 1 day, 16:44:44 time: 0.1689 data_time: 0.0049 loss: 1.2596 2023/03/25 21:28:22 - mmengine - INFO - Epoch(train) [140][3100/5005] lr: 2.7142e-03 eta: 1 day, 16:44:24 time: 0.1678 data_time: 0.0048 loss: 1.2546 2023/03/25 21:28:40 - mmengine - INFO - Epoch(train) [140][3200/5005] lr: 2.7142e-03 eta: 1 day, 16:44:04 time: 0.1802 data_time: 0.0048 loss: 1.3944 2023/03/25 21:28:57 - mmengine - INFO - Epoch(train) [140][3300/5005] lr: 2.7142e-03 eta: 1 day, 16:43:45 time: 0.1678 data_time: 0.0048 loss: 1.1917 2023/03/25 21:28:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:29:14 - mmengine - INFO - Epoch(train) [140][3400/5005] lr: 2.7142e-03 eta: 1 day, 16:43:25 time: 0.1687 data_time: 0.0049 loss: 1.3121 2023/03/25 21:29:32 - mmengine - INFO - Epoch(train) [140][3500/5005] lr: 2.7142e-03 eta: 1 day, 16:43:05 time: 0.1693 data_time: 0.0050 loss: 1.5114 2023/03/25 21:29:50 - mmengine - INFO - Epoch(train) [140][3600/5005] lr: 2.7142e-03 eta: 1 day, 16:42:46 time: 0.1693 data_time: 0.0049 loss: 1.2581 2023/03/25 21:30:07 - mmengine - INFO - Epoch(train) [140][3700/5005] lr: 2.7142e-03 eta: 1 day, 16:42:26 time: 0.1695 data_time: 0.0050 loss: 1.4977 2023/03/25 21:30:24 - mmengine - INFO - Epoch(train) [140][3800/5005] lr: 2.7142e-03 eta: 1 day, 16:42:07 time: 0.1681 data_time: 0.0050 loss: 1.2888 2023/03/25 21:30:42 - mmengine - INFO - Epoch(train) [140][3900/5005] lr: 2.7142e-03 eta: 1 day, 16:41:47 time: 0.1690 data_time: 0.0050 loss: 1.4797 2023/03/25 21:30:59 - mmengine - INFO - Epoch(train) [140][4000/5005] lr: 2.7142e-03 eta: 1 day, 16:41:28 time: 0.1694 data_time: 0.0049 loss: 1.6417 2023/03/25 21:31:16 - mmengine - INFO - Epoch(train) [140][4100/5005] lr: 2.7142e-03 eta: 1 day, 16:41:08 time: 0.1684 data_time: 0.0049 loss: 1.4983 2023/03/25 21:31:34 - mmengine - INFO - Epoch(train) [140][4200/5005] lr: 2.7142e-03 eta: 1 day, 16:40:48 time: 0.1824 data_time: 0.0049 loss: 1.2905 2023/03/25 21:31:51 - mmengine - INFO - Epoch(train) [140][4300/5005] lr: 2.7142e-03 eta: 1 day, 16:40:29 time: 0.1697 data_time: 0.0048 loss: 1.3548 2023/03/25 21:31:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:32:09 - mmengine - INFO - Epoch(train) [140][4400/5005] lr: 2.7142e-03 eta: 1 day, 16:40:09 time: 0.1906 data_time: 0.0050 loss: 1.1221 2023/03/25 21:32:26 - mmengine - INFO - Epoch(train) [140][4500/5005] lr: 2.7142e-03 eta: 1 day, 16:39:50 time: 0.1689 data_time: 0.0049 loss: 1.4106 2023/03/25 21:32:44 - mmengine - INFO - Epoch(train) [140][4600/5005] lr: 2.7142e-03 eta: 1 day, 16:39:30 time: 0.1688 data_time: 0.0049 loss: 1.3672 2023/03/25 21:33:01 - mmengine - INFO - Epoch(train) [140][4700/5005] lr: 2.7142e-03 eta: 1 day, 16:39:10 time: 0.1692 data_time: 0.0049 loss: 1.3878 2023/03/25 21:33:18 - mmengine - INFO - Epoch(train) [140][4800/5005] lr: 2.7142e-03 eta: 1 day, 16:38:51 time: 0.1697 data_time: 0.0049 loss: 1.6373 2023/03/25 21:33:36 - mmengine - INFO - Epoch(train) [140][4900/5005] lr: 2.7142e-03 eta: 1 day, 16:38:31 time: 0.1687 data_time: 0.0049 loss: 1.2425 2023/03/25 21:33:53 - mmengine - INFO - Epoch(train) [140][5000/5005] lr: 2.7142e-03 eta: 1 day, 16:38:11 time: 0.1683 data_time: 0.0057 loss: 1.4562 2023/03/25 21:33:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:33:54 - mmengine - INFO - Saving checkpoint at 140 epochs 2023/03/25 21:34:02 - mmengine - INFO - Epoch(val) [140][100/196] eta: 0:00:06 time: 0.0604 data_time: 0.0236 2023/03/25 21:34:31 - mmengine - INFO - Epoch(val) [140][196/196] accuracy/top1: 69.8780 accuracy/top5: 89.3260data_time: 0.0701 time: 0.1025 2023/03/25 21:34:49 - mmengine - INFO - Epoch(train) [141][ 100/5005] lr: 2.6599e-03 eta: 1 day, 16:37:52 time: 0.1692 data_time: 0.0050 loss: 1.3410 2023/03/25 21:35:07 - mmengine - INFO - Epoch(train) [141][ 200/5005] lr: 2.6599e-03 eta: 1 day, 16:37:32 time: 0.1691 data_time: 0.0049 loss: 1.3097 2023/03/25 21:35:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:35:24 - mmengine - INFO - Epoch(train) [141][ 300/5005] lr: 2.6599e-03 eta: 1 day, 16:37:12 time: 0.1701 data_time: 0.0052 loss: 1.2896 2023/03/25 21:35:42 - mmengine - INFO - Epoch(train) [141][ 400/5005] lr: 2.6599e-03 eta: 1 day, 16:36:53 time: 0.1680 data_time: 0.0048 loss: 1.1865 2023/03/25 21:35:59 - mmengine - INFO - Epoch(train) [141][ 500/5005] lr: 2.6599e-03 eta: 1 day, 16:36:34 time: 0.1691 data_time: 0.0050 loss: 1.4080 2023/03/25 21:36:16 - mmengine - INFO - Epoch(train) [141][ 600/5005] lr: 2.6599e-03 eta: 1 day, 16:36:14 time: 0.1695 data_time: 0.0049 loss: 1.3114 2023/03/25 21:36:34 - mmengine - INFO - Epoch(train) [141][ 700/5005] lr: 2.6599e-03 eta: 1 day, 16:35:54 time: 0.1711 data_time: 0.0050 loss: 1.3053 2023/03/25 21:36:52 - mmengine - INFO - Epoch(train) [141][ 800/5005] lr: 2.6599e-03 eta: 1 day, 16:35:35 time: 0.1706 data_time: 0.0049 loss: 1.5264 2023/03/25 21:37:09 - mmengine - INFO - Epoch(train) [141][ 900/5005] lr: 2.6599e-03 eta: 1 day, 16:35:15 time: 0.1689 data_time: 0.0048 loss: 1.2020 2023/03/25 21:37:26 - mmengine - INFO - Epoch(train) [141][1000/5005] lr: 2.6599e-03 eta: 1 day, 16:34:56 time: 0.1705 data_time: 0.0050 loss: 1.2106 2023/03/25 21:37:44 - mmengine - INFO - Epoch(train) [141][1100/5005] lr: 2.6599e-03 eta: 1 day, 16:34:36 time: 0.1683 data_time: 0.0050 loss: 1.1638 2023/03/25 21:38:01 - mmengine - INFO - Epoch(train) [141][1200/5005] lr: 2.6599e-03 eta: 1 day, 16:34:17 time: 0.1694 data_time: 0.0050 loss: 1.3068 2023/03/25 21:38:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:38:19 - mmengine - INFO - Epoch(train) [141][1300/5005] lr: 2.6599e-03 eta: 1 day, 16:33:57 time: 0.1700 data_time: 0.0054 loss: 1.4608 2023/03/25 21:38:36 - mmengine - INFO - Epoch(train) [141][1400/5005] lr: 2.6599e-03 eta: 1 day, 16:33:38 time: 0.1716 data_time: 0.0049 loss: 1.3538 2023/03/25 21:38:54 - mmengine - INFO - Epoch(train) [141][1500/5005] lr: 2.6599e-03 eta: 1 day, 16:33:18 time: 0.1695 data_time: 0.0049 loss: 1.3028 2023/03/25 21:39:11 - mmengine - INFO - Epoch(train) [141][1600/5005] lr: 2.6599e-03 eta: 1 day, 16:32:59 time: 0.1937 data_time: 0.0048 loss: 1.1749 2023/03/25 21:39:28 - mmengine - INFO - Epoch(train) [141][1700/5005] lr: 2.6599e-03 eta: 1 day, 16:32:39 time: 0.1696 data_time: 0.0049 loss: 1.2908 2023/03/25 21:39:46 - mmengine - INFO - Epoch(train) [141][1800/5005] lr: 2.6599e-03 eta: 1 day, 16:32:19 time: 0.1698 data_time: 0.0051 loss: 1.2913 2023/03/25 21:40:03 - mmengine - INFO - Epoch(train) [141][1900/5005] lr: 2.6599e-03 eta: 1 day, 16:32:00 time: 0.1688 data_time: 0.0048 loss: 1.2669 2023/03/25 21:40:21 - mmengine - INFO - Epoch(train) [141][2000/5005] lr: 2.6599e-03 eta: 1 day, 16:31:41 time: 0.1696 data_time: 0.0052 loss: 1.3418 2023/03/25 21:40:39 - mmengine - INFO - Epoch(train) [141][2100/5005] lr: 2.6599e-03 eta: 1 day, 16:31:21 time: 0.1689 data_time: 0.0049 loss: 1.1448 2023/03/25 21:40:56 - mmengine - INFO - Epoch(train) [141][2200/5005] lr: 2.6599e-03 eta: 1 day, 16:31:01 time: 0.1704 data_time: 0.0048 loss: 1.2956 2023/03/25 21:41:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:41:13 - mmengine - INFO - Epoch(train) [141][2300/5005] lr: 2.6599e-03 eta: 1 day, 16:30:42 time: 0.1698 data_time: 0.0050 loss: 1.1938 2023/03/25 21:41:31 - mmengine - INFO - Epoch(train) [141][2400/5005] lr: 2.6599e-03 eta: 1 day, 16:30:22 time: 0.1692 data_time: 0.0048 loss: 1.3801 2023/03/25 21:41:48 - mmengine - INFO - Epoch(train) [141][2500/5005] lr: 2.6599e-03 eta: 1 day, 16:30:03 time: 0.1887 data_time: 0.0049 loss: 1.4540 2023/03/25 21:42:05 - mmengine - INFO - Epoch(train) [141][2600/5005] lr: 2.6599e-03 eta: 1 day, 16:29:43 time: 0.1682 data_time: 0.0049 loss: 1.4146 2023/03/25 21:42:23 - mmengine - INFO - Epoch(train) [141][2700/5005] lr: 2.6599e-03 eta: 1 day, 16:29:24 time: 0.1695 data_time: 0.0049 loss: 1.3859 2023/03/25 21:42:40 - mmengine - INFO - Epoch(train) [141][2800/5005] lr: 2.6599e-03 eta: 1 day, 16:29:04 time: 0.1689 data_time: 0.0049 loss: 1.2531 2023/03/25 21:42:58 - mmengine - INFO - Epoch(train) [141][2900/5005] lr: 2.6599e-03 eta: 1 day, 16:28:44 time: 0.1689 data_time: 0.0051 loss: 1.3643 2023/03/25 21:43:15 - mmengine - INFO - Epoch(train) [141][3000/5005] lr: 2.6599e-03 eta: 1 day, 16:28:25 time: 0.1683 data_time: 0.0049 loss: 1.4674 2023/03/25 21:43:32 - mmengine - INFO - Epoch(train) [141][3100/5005] lr: 2.6599e-03 eta: 1 day, 16:28:05 time: 0.1667 data_time: 0.0051 loss: 1.1973 2023/03/25 21:43:50 - mmengine - INFO - Epoch(train) [141][3200/5005] lr: 2.6599e-03 eta: 1 day, 16:27:46 time: 0.1702 data_time: 0.0048 loss: 1.3370 2023/03/25 21:44:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:44:07 - mmengine - INFO - Epoch(train) [141][3300/5005] lr: 2.6599e-03 eta: 1 day, 16:27:26 time: 0.1686 data_time: 0.0048 loss: 1.1923 2023/03/25 21:44:25 - mmengine - INFO - Epoch(train) [141][3400/5005] lr: 2.6599e-03 eta: 1 day, 16:27:06 time: 0.1692 data_time: 0.0049 loss: 1.2743 2023/03/25 21:44:43 - mmengine - INFO - Epoch(train) [141][3500/5005] lr: 2.6599e-03 eta: 1 day, 16:26:47 time: 0.1687 data_time: 0.0049 loss: 1.2705 2023/03/25 21:45:00 - mmengine - INFO - Epoch(train) [141][3600/5005] lr: 2.6599e-03 eta: 1 day, 16:26:28 time: 0.1705 data_time: 0.0048 loss: 1.0884 2023/03/25 21:45:17 - mmengine - INFO - Epoch(train) [141][3700/5005] lr: 2.6599e-03 eta: 1 day, 16:26:08 time: 0.1683 data_time: 0.0049 loss: 1.3182 2023/03/25 21:45:35 - mmengine - INFO - Epoch(train) [141][3800/5005] lr: 2.6599e-03 eta: 1 day, 16:25:48 time: 0.1686 data_time: 0.0049 loss: 1.2022 2023/03/25 21:45:52 - mmengine - INFO - Epoch(train) [141][3900/5005] lr: 2.6599e-03 eta: 1 day, 16:25:29 time: 0.1687 data_time: 0.0048 loss: 1.4169 2023/03/25 21:46:10 - mmengine - INFO - Epoch(train) [141][4000/5005] lr: 2.6599e-03 eta: 1 day, 16:25:10 time: 0.1905 data_time: 0.0050 loss: 1.2107 2023/03/25 21:46:27 - mmengine - INFO - Epoch(train) [141][4100/5005] lr: 2.6599e-03 eta: 1 day, 16:24:50 time: 0.1689 data_time: 0.0049 loss: 1.3615 2023/03/25 21:46:44 - mmengine - INFO - Epoch(train) [141][4200/5005] lr: 2.6599e-03 eta: 1 day, 16:24:30 time: 0.1684 data_time: 0.0049 loss: 1.3693 2023/03/25 21:47:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:47:02 - mmengine - INFO - Epoch(train) [141][4300/5005] lr: 2.6599e-03 eta: 1 day, 16:24:11 time: 0.1690 data_time: 0.0048 loss: 1.2353 2023/03/25 21:47:19 - mmengine - INFO - Epoch(train) [141][4400/5005] lr: 2.6599e-03 eta: 1 day, 16:23:51 time: 0.1694 data_time: 0.0051 loss: 1.3084 2023/03/25 21:47:37 - mmengine - INFO - Epoch(train) [141][4500/5005] lr: 2.6599e-03 eta: 1 day, 16:23:32 time: 0.1693 data_time: 0.0049 loss: 1.2327 2023/03/25 21:47:54 - mmengine - INFO - Epoch(train) [141][4600/5005] lr: 2.6599e-03 eta: 1 day, 16:23:12 time: 0.1700 data_time: 0.0050 loss: 1.2681 2023/03/25 21:48:12 - mmengine - INFO - Epoch(train) [141][4700/5005] lr: 2.6599e-03 eta: 1 day, 16:22:53 time: 0.1685 data_time: 0.0050 loss: 1.2464 2023/03/25 21:48:29 - mmengine - INFO - Epoch(train) [141][4800/5005] lr: 2.6599e-03 eta: 1 day, 16:22:33 time: 0.1888 data_time: 0.0047 loss: 1.3651 2023/03/25 21:48:46 - mmengine - INFO - Epoch(train) [141][4900/5005] lr: 2.6599e-03 eta: 1 day, 16:22:13 time: 0.1694 data_time: 0.0049 loss: 1.5106 2023/03/25 21:49:04 - mmengine - INFO - Epoch(train) [141][5000/5005] lr: 2.6599e-03 eta: 1 day, 16:21:54 time: 0.1689 data_time: 0.0056 loss: 1.3773 2023/03/25 21:49:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:49:05 - mmengine - INFO - Saving checkpoint at 141 epochs 2023/03/25 21:49:13 - mmengine - INFO - Epoch(val) [141][100/196] eta: 0:00:06 time: 0.0651 data_time: 0.0279 2023/03/25 21:49:42 - mmengine - INFO - Epoch(val) [141][196/196] accuracy/top1: 70.2120 accuracy/top5: 89.3320data_time: 0.0678 time: 0.1002 2023/03/25 21:50:01 - mmengine - INFO - Epoch(train) [142][ 100/5005] lr: 2.6067e-03 eta: 1 day, 16:21:35 time: 0.1686 data_time: 0.0050 loss: 1.3645 2023/03/25 21:50:18 - mmengine - INFO - Epoch(train) [142][ 200/5005] lr: 2.6067e-03 eta: 1 day, 16:21:16 time: 0.1700 data_time: 0.0051 loss: 1.1417 2023/03/25 21:50:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:50:36 - mmengine - INFO - Epoch(train) [142][ 300/5005] lr: 2.6067e-03 eta: 1 day, 16:20:56 time: 0.1968 data_time: 0.0051 loss: 1.1961 2023/03/25 21:50:53 - mmengine - INFO - Epoch(train) [142][ 400/5005] lr: 2.6067e-03 eta: 1 day, 16:20:37 time: 0.1694 data_time: 0.0052 loss: 1.2783 2023/03/25 21:51:10 - mmengine - INFO - Epoch(train) [142][ 500/5005] lr: 2.6067e-03 eta: 1 day, 16:20:17 time: 0.1697 data_time: 0.0050 loss: 1.3055 2023/03/25 21:51:28 - mmengine - INFO - Epoch(train) [142][ 600/5005] lr: 2.6067e-03 eta: 1 day, 16:19:57 time: 0.1707 data_time: 0.0051 loss: 1.3572 2023/03/25 21:51:45 - mmengine - INFO - Epoch(train) [142][ 700/5005] lr: 2.6067e-03 eta: 1 day, 16:19:38 time: 0.1682 data_time: 0.0050 loss: 1.2284 2023/03/25 21:52:03 - mmengine - INFO - Epoch(train) [142][ 800/5005] lr: 2.6067e-03 eta: 1 day, 16:19:19 time: 0.1698 data_time: 0.0050 loss: 1.2808 2023/03/25 21:52:20 - mmengine - INFO - Epoch(train) [142][ 900/5005] lr: 2.6067e-03 eta: 1 day, 16:18:59 time: 0.1691 data_time: 0.0050 loss: 1.3267 2023/03/25 21:52:38 - mmengine - INFO - Epoch(train) [142][1000/5005] lr: 2.6067e-03 eta: 1 day, 16:18:39 time: 0.1696 data_time: 0.0051 loss: 1.5179 2023/03/25 21:52:55 - mmengine - INFO - Epoch(train) [142][1100/5005] lr: 2.6067e-03 eta: 1 day, 16:18:20 time: 0.1703 data_time: 0.0050 loss: 1.4419 2023/03/25 21:53:13 - mmengine - INFO - Epoch(train) [142][1200/5005] lr: 2.6067e-03 eta: 1 day, 16:18:01 time: 0.1695 data_time: 0.0051 loss: 1.2276 2023/03/25 21:53:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:53:30 - mmengine - INFO - Epoch(train) [142][1300/5005] lr: 2.6067e-03 eta: 1 day, 16:17:41 time: 0.1699 data_time: 0.0053 loss: 1.5687 2023/03/25 21:53:48 - mmengine - INFO - Epoch(train) [142][1400/5005] lr: 2.6067e-03 eta: 1 day, 16:17:21 time: 0.1711 data_time: 0.0050 loss: 1.3350 2023/03/25 21:54:05 - mmengine - INFO - Epoch(train) [142][1500/5005] lr: 2.6067e-03 eta: 1 day, 16:17:02 time: 0.1698 data_time: 0.0051 loss: 1.4194 2023/03/25 21:54:23 - mmengine - INFO - Epoch(train) [142][1600/5005] lr: 2.6067e-03 eta: 1 day, 16:16:43 time: 0.1696 data_time: 0.0050 loss: 1.5106 2023/03/25 21:54:40 - mmengine - INFO - Epoch(train) [142][1700/5005] lr: 2.6067e-03 eta: 1 day, 16:16:23 time: 0.1698 data_time: 0.0051 loss: 1.2563 2023/03/25 21:54:58 - mmengine - INFO - Epoch(train) [142][1800/5005] lr: 2.6067e-03 eta: 1 day, 16:16:04 time: 0.1689 data_time: 0.0049 loss: 1.3067 2023/03/25 21:55:15 - mmengine - INFO - Epoch(train) [142][1900/5005] lr: 2.6067e-03 eta: 1 day, 16:15:44 time: 0.1699 data_time: 0.0049 loss: 1.4855 2023/03/25 21:55:33 - mmengine - INFO - Epoch(train) [142][2000/5005] lr: 2.6067e-03 eta: 1 day, 16:15:25 time: 0.1705 data_time: 0.0050 loss: 1.2946 2023/03/25 21:55:50 - mmengine - INFO - Epoch(train) [142][2100/5005] lr: 2.6067e-03 eta: 1 day, 16:15:06 time: 0.1680 data_time: 0.0052 loss: 1.3270 2023/03/25 21:56:08 - mmengine - INFO - Epoch(train) [142][2200/5005] lr: 2.6067e-03 eta: 1 day, 16:14:46 time: 0.1842 data_time: 0.0051 loss: 1.4181 2023/03/25 21:56:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:56:25 - mmengine - INFO - Epoch(train) [142][2300/5005] lr: 2.6067e-03 eta: 1 day, 16:14:27 time: 0.1687 data_time: 0.0051 loss: 1.3740 2023/03/25 21:56:43 - mmengine - INFO - Epoch(train) [142][2400/5005] lr: 2.6067e-03 eta: 1 day, 16:14:07 time: 0.1696 data_time: 0.0054 loss: 1.1714 2023/03/25 21:57:01 - mmengine - INFO - Epoch(train) [142][2500/5005] lr: 2.6067e-03 eta: 1 day, 16:13:48 time: 0.1692 data_time: 0.0050 loss: 1.3913 2023/03/25 21:57:18 - mmengine - INFO - Epoch(train) [142][2600/5005] lr: 2.6067e-03 eta: 1 day, 16:13:28 time: 0.1701 data_time: 0.0050 loss: 1.1563 2023/03/25 21:57:36 - mmengine - INFO - Epoch(train) [142][2700/5005] lr: 2.6067e-03 eta: 1 day, 16:13:09 time: 0.1697 data_time: 0.0053 loss: 1.2569 2023/03/25 21:57:53 - mmengine - INFO - Epoch(train) [142][2800/5005] lr: 2.6067e-03 eta: 1 day, 16:12:49 time: 0.1895 data_time: 0.0049 loss: 1.2214 2023/03/25 21:58:11 - mmengine - INFO - Epoch(train) [142][2900/5005] lr: 2.6067e-03 eta: 1 day, 16:12:30 time: 0.1818 data_time: 0.0050 loss: 1.1374 2023/03/25 21:58:28 - mmengine - INFO - Epoch(train) [142][3000/5005] lr: 2.6067e-03 eta: 1 day, 16:12:11 time: 0.1882 data_time: 0.0050 loss: 1.3767 2023/03/25 21:58:46 - mmengine - INFO - Epoch(train) [142][3100/5005] lr: 2.6067e-03 eta: 1 day, 16:11:51 time: 0.1699 data_time: 0.0051 loss: 1.4780 2023/03/25 21:59:03 - mmengine - INFO - Epoch(train) [142][3200/5005] lr: 2.6067e-03 eta: 1 day, 16:11:32 time: 0.1705 data_time: 0.0053 loss: 1.4000 2023/03/25 21:59:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 21:59:21 - mmengine - INFO - Epoch(train) [142][3300/5005] lr: 2.6067e-03 eta: 1 day, 16:11:12 time: 0.1921 data_time: 0.0051 loss: 1.2143 2023/03/25 21:59:38 - mmengine - INFO - Epoch(train) [142][3400/5005] lr: 2.6067e-03 eta: 1 day, 16:10:53 time: 0.1694 data_time: 0.0051 loss: 1.3928 2023/03/25 21:59:56 - mmengine - INFO - Epoch(train) [142][3500/5005] lr: 2.6067e-03 eta: 1 day, 16:10:33 time: 0.1694 data_time: 0.0049 loss: 1.4559 2023/03/25 22:00:13 - mmengine - INFO - Epoch(train) [142][3600/5005] lr: 2.6067e-03 eta: 1 day, 16:10:14 time: 0.1706 data_time: 0.0049 loss: 1.4501 2023/03/25 22:00:30 - mmengine - INFO - Epoch(train) [142][3700/5005] lr: 2.6067e-03 eta: 1 day, 16:09:54 time: 0.1698 data_time: 0.0051 loss: 1.4580 2023/03/25 22:00:48 - mmengine - INFO - Epoch(train) [142][3800/5005] lr: 2.6067e-03 eta: 1 day, 16:09:35 time: 0.1709 data_time: 0.0050 loss: 1.4239 2023/03/25 22:01:05 - mmengine - INFO - Epoch(train) [142][3900/5005] lr: 2.6067e-03 eta: 1 day, 16:09:15 time: 0.1716 data_time: 0.0051 loss: 1.4762 2023/03/25 22:01:23 - mmengine - INFO - Epoch(train) [142][4000/5005] lr: 2.6067e-03 eta: 1 day, 16:08:56 time: 0.1696 data_time: 0.0052 loss: 1.6064 2023/03/25 22:01:40 - mmengine - INFO - Epoch(train) [142][4100/5005] lr: 2.6067e-03 eta: 1 day, 16:08:36 time: 0.1678 data_time: 0.0053 loss: 1.2275 2023/03/25 22:01:58 - mmengine - INFO - Epoch(train) [142][4200/5005] lr: 2.6067e-03 eta: 1 day, 16:08:17 time: 0.1702 data_time: 0.0051 loss: 1.4231 2023/03/25 22:02:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:02:16 - mmengine - INFO - Epoch(train) [142][4300/5005] lr: 2.6067e-03 eta: 1 day, 16:07:58 time: 0.1700 data_time: 0.0051 loss: 1.3703 2023/03/25 22:02:33 - mmengine - INFO - Epoch(train) [142][4400/5005] lr: 2.6067e-03 eta: 1 day, 16:07:38 time: 0.1702 data_time: 0.0051 loss: 1.2775 2023/03/25 22:02:51 - mmengine - INFO - Epoch(train) [142][4500/5005] lr: 2.6067e-03 eta: 1 day, 16:07:19 time: 0.1813 data_time: 0.0052 loss: 1.2774 2023/03/25 22:03:08 - mmengine - INFO - Epoch(train) [142][4600/5005] lr: 2.6067e-03 eta: 1 day, 16:06:59 time: 0.1691 data_time: 0.0050 loss: 1.4049 2023/03/25 22:03:25 - mmengine - INFO - Epoch(train) [142][4700/5005] lr: 2.6067e-03 eta: 1 day, 16:06:40 time: 0.1698 data_time: 0.0050 loss: 1.4520 2023/03/25 22:03:43 - mmengine - INFO - Epoch(train) [142][4800/5005] lr: 2.6067e-03 eta: 1 day, 16:06:20 time: 0.1694 data_time: 0.0050 loss: 1.5287 2023/03/25 22:04:00 - mmengine - INFO - Epoch(train) [142][4900/5005] lr: 2.6067e-03 eta: 1 day, 16:06:01 time: 0.1699 data_time: 0.0049 loss: 1.2924 2023/03/25 22:04:18 - mmengine - INFO - Epoch(train) [142][5000/5005] lr: 2.6067e-03 eta: 1 day, 16:05:41 time: 0.1703 data_time: 0.0059 loss: 1.3364 2023/03/25 22:04:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:04:19 - mmengine - INFO - Saving checkpoint at 142 epochs 2023/03/25 22:04:27 - mmengine - INFO - Epoch(val) [142][100/196] eta: 0:00:06 time: 0.0603 data_time: 0.0237 2023/03/25 22:04:55 - mmengine - INFO - Epoch(val) [142][196/196] accuracy/top1: 70.2920 accuracy/top5: 89.2760data_time: 0.0683 time: 0.1015 2023/03/25 22:05:14 - mmengine - INFO - Epoch(train) [143][ 100/5005] lr: 2.5546e-03 eta: 1 day, 16:05:22 time: 0.1693 data_time: 0.0051 loss: 1.3565 2023/03/25 22:05:32 - mmengine - INFO - Epoch(train) [143][ 200/5005] lr: 2.5546e-03 eta: 1 day, 16:05:02 time: 0.1698 data_time: 0.0051 loss: 1.2981 2023/03/25 22:05:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:05:49 - mmengine - INFO - Epoch(train) [143][ 300/5005] lr: 2.5546e-03 eta: 1 day, 16:04:43 time: 0.1722 data_time: 0.0052 loss: 1.2751 2023/03/25 22:06:07 - mmengine - INFO - Epoch(train) [143][ 400/5005] lr: 2.5546e-03 eta: 1 day, 16:04:24 time: 0.1691 data_time: 0.0051 loss: 1.2268 2023/03/25 22:06:24 - mmengine - INFO - Epoch(train) [143][ 500/5005] lr: 2.5546e-03 eta: 1 day, 16:04:04 time: 0.1718 data_time: 0.0052 loss: 1.3830 2023/03/25 22:06:42 - mmengine - INFO - Epoch(train) [143][ 600/5005] lr: 2.5546e-03 eta: 1 day, 16:03:45 time: 0.1701 data_time: 0.0051 loss: 1.3243 2023/03/25 22:06:59 - mmengine - INFO - Epoch(train) [143][ 700/5005] lr: 2.5546e-03 eta: 1 day, 16:03:25 time: 0.1688 data_time: 0.0053 loss: 1.3804 2023/03/25 22:07:16 - mmengine - INFO - Epoch(train) [143][ 800/5005] lr: 2.5546e-03 eta: 1 day, 16:03:05 time: 0.1683 data_time: 0.0052 loss: 1.1283 2023/03/25 22:07:34 - mmengine - INFO - Epoch(train) [143][ 900/5005] lr: 2.5546e-03 eta: 1 day, 16:02:46 time: 0.1690 data_time: 0.0051 loss: 1.3023 2023/03/25 22:07:52 - mmengine - INFO - Epoch(train) [143][1000/5005] lr: 2.5546e-03 eta: 1 day, 16:02:27 time: 0.1813 data_time: 0.0050 loss: 1.1986 2023/03/25 22:08:09 - mmengine - INFO - Epoch(train) [143][1100/5005] lr: 2.5546e-03 eta: 1 day, 16:02:08 time: 0.1663 data_time: 0.0052 loss: 1.1835 2023/03/25 22:08:27 - mmengine - INFO - Epoch(train) [143][1200/5005] lr: 2.5546e-03 eta: 1 day, 16:01:48 time: 0.1696 data_time: 0.0050 loss: 1.2371 2023/03/25 22:08:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:08:44 - mmengine - INFO - Epoch(train) [143][1300/5005] lr: 2.5546e-03 eta: 1 day, 16:01:28 time: 0.1721 data_time: 0.0052 loss: 1.4325 2023/03/25 22:09:02 - mmengine - INFO - Epoch(train) [143][1400/5005] lr: 2.5546e-03 eta: 1 day, 16:01:09 time: 0.1696 data_time: 0.0051 loss: 1.2532 2023/03/25 22:09:19 - mmengine - INFO - Epoch(train) [143][1500/5005] lr: 2.5546e-03 eta: 1 day, 16:00:49 time: 0.1696 data_time: 0.0053 loss: 1.2913 2023/03/25 22:09:36 - mmengine - INFO - Epoch(train) [143][1600/5005] lr: 2.5546e-03 eta: 1 day, 16:00:30 time: 0.1695 data_time: 0.0051 loss: 1.3828 2023/03/25 22:09:54 - mmengine - INFO - Epoch(train) [143][1700/5005] lr: 2.5546e-03 eta: 1 day, 16:00:11 time: 0.1689 data_time: 0.0049 loss: 1.3128 2023/03/25 22:10:12 - mmengine - INFO - Epoch(train) [143][1800/5005] lr: 2.5546e-03 eta: 1 day, 15:59:51 time: 0.1743 data_time: 0.0052 loss: 1.3046 2023/03/25 22:10:30 - mmengine - INFO - Epoch(train) [143][1900/5005] lr: 2.5546e-03 eta: 1 day, 15:59:32 time: 0.1696 data_time: 0.0050 loss: 1.2474 2023/03/25 22:10:47 - mmengine - INFO - Epoch(train) [143][2000/5005] lr: 2.5546e-03 eta: 1 day, 15:59:13 time: 0.1695 data_time: 0.0050 loss: 1.3485 2023/03/25 22:11:04 - mmengine - INFO - Epoch(train) [143][2100/5005] lr: 2.5546e-03 eta: 1 day, 15:58:53 time: 0.1693 data_time: 0.0051 loss: 1.2463 2023/03/25 22:11:22 - mmengine - INFO - Epoch(train) [143][2200/5005] lr: 2.5546e-03 eta: 1 day, 15:58:34 time: 0.1694 data_time: 0.0050 loss: 1.4227 2023/03/25 22:11:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:11:39 - mmengine - INFO - Epoch(train) [143][2300/5005] lr: 2.5546e-03 eta: 1 day, 15:58:14 time: 0.1845 data_time: 0.0051 loss: 1.4023 2023/03/25 22:11:57 - mmengine - INFO - Epoch(train) [143][2400/5005] lr: 2.5546e-03 eta: 1 day, 15:57:55 time: 0.1700 data_time: 0.0053 loss: 1.3808 2023/03/25 22:12:14 - mmengine - INFO - Epoch(train) [143][2500/5005] lr: 2.5546e-03 eta: 1 day, 15:57:35 time: 0.1890 data_time: 0.0050 loss: 1.1796 2023/03/25 22:12:32 - mmengine - INFO - Epoch(train) [143][2600/5005] lr: 2.5546e-03 eta: 1 day, 15:57:16 time: 0.1697 data_time: 0.0049 loss: 1.4255 2023/03/25 22:12:49 - mmengine - INFO - Epoch(train) [143][2700/5005] lr: 2.5546e-03 eta: 1 day, 15:56:56 time: 0.1695 data_time: 0.0050 loss: 1.3656 2023/03/25 22:13:07 - mmengine - INFO - Epoch(train) [143][2800/5005] lr: 2.5546e-03 eta: 1 day, 15:56:37 time: 0.1688 data_time: 0.0049 loss: 1.4360 2023/03/25 22:13:24 - mmengine - INFO - Epoch(train) [143][2900/5005] lr: 2.5546e-03 eta: 1 day, 15:56:17 time: 0.1681 data_time: 0.0050 loss: 1.1765 2023/03/25 22:13:42 - mmengine - INFO - Epoch(train) [143][3000/5005] lr: 2.5546e-03 eta: 1 day, 15:55:58 time: 0.1695 data_time: 0.0052 loss: 1.3105 2023/03/25 22:13:59 - mmengine - INFO - Epoch(train) [143][3100/5005] lr: 2.5546e-03 eta: 1 day, 15:55:39 time: 0.1840 data_time: 0.0053 loss: 1.3852 2023/03/25 22:14:17 - mmengine - INFO - Epoch(train) [143][3200/5005] lr: 2.5546e-03 eta: 1 day, 15:55:19 time: 0.1700 data_time: 0.0051 loss: 1.1609 2023/03/25 22:14:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:14:34 - mmengine - INFO - Epoch(train) [143][3300/5005] lr: 2.5546e-03 eta: 1 day, 15:55:00 time: 0.1694 data_time: 0.0052 loss: 1.2236 2023/03/25 22:14:51 - mmengine - INFO - Epoch(train) [143][3400/5005] lr: 2.5546e-03 eta: 1 day, 15:54:40 time: 0.1701 data_time: 0.0051 loss: 1.3099 2023/03/25 22:15:09 - mmengine - INFO - Epoch(train) [143][3500/5005] lr: 2.5546e-03 eta: 1 day, 15:54:20 time: 0.1696 data_time: 0.0049 loss: 1.3550 2023/03/25 22:15:26 - mmengine - INFO - Epoch(train) [143][3600/5005] lr: 2.5546e-03 eta: 1 day, 15:54:01 time: 0.1686 data_time: 0.0050 loss: 1.3805 2023/03/25 22:15:44 - mmengine - INFO - Epoch(train) [143][3700/5005] lr: 2.5546e-03 eta: 1 day, 15:53:42 time: 0.1707 data_time: 0.0053 loss: 1.4692 2023/03/25 22:16:01 - mmengine - INFO - Epoch(train) [143][3800/5005] lr: 2.5546e-03 eta: 1 day, 15:53:22 time: 0.1695 data_time: 0.0052 loss: 1.4139 2023/03/25 22:16:19 - mmengine - INFO - Epoch(train) [143][3900/5005] lr: 2.5546e-03 eta: 1 day, 15:53:03 time: 0.1701 data_time: 0.0051 loss: 1.2958 2023/03/25 22:16:37 - mmengine - INFO - Epoch(train) [143][4000/5005] lr: 2.5546e-03 eta: 1 day, 15:52:44 time: 0.1859 data_time: 0.0050 loss: 1.1445 2023/03/25 22:16:54 - mmengine - INFO - Epoch(train) [143][4100/5005] lr: 2.5546e-03 eta: 1 day, 15:52:24 time: 0.1709 data_time: 0.0052 loss: 1.3561 2023/03/25 22:17:11 - mmengine - INFO - Epoch(train) [143][4200/5005] lr: 2.5546e-03 eta: 1 day, 15:52:05 time: 0.1695 data_time: 0.0051 loss: 1.5395 2023/03/25 22:17:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:17:29 - mmengine - INFO - Epoch(train) [143][4300/5005] lr: 2.5546e-03 eta: 1 day, 15:51:45 time: 0.1694 data_time: 0.0054 loss: 1.2872 2023/03/25 22:17:46 - mmengine - INFO - Epoch(train) [143][4400/5005] lr: 2.5546e-03 eta: 1 day, 15:51:25 time: 0.1719 data_time: 0.0052 loss: 1.2526 2023/03/25 22:18:04 - mmengine - INFO - Epoch(train) [143][4500/5005] lr: 2.5546e-03 eta: 1 day, 15:51:06 time: 0.1686 data_time: 0.0053 loss: 1.5329 2023/03/25 22:18:21 - mmengine - INFO - Epoch(train) [143][4600/5005] lr: 2.5546e-03 eta: 1 day, 15:50:47 time: 0.1696 data_time: 0.0050 loss: 1.3811 2023/03/25 22:18:39 - mmengine - INFO - Epoch(train) [143][4700/5005] lr: 2.5546e-03 eta: 1 day, 15:50:28 time: 0.1688 data_time: 0.0051 loss: 1.2504 2023/03/25 22:18:56 - mmengine - INFO - Epoch(train) [143][4800/5005] lr: 2.5546e-03 eta: 1 day, 15:50:08 time: 0.1684 data_time: 0.0052 loss: 1.1429 2023/03/25 22:19:14 - mmengine - INFO - Epoch(train) [143][4900/5005] lr: 2.5546e-03 eta: 1 day, 15:49:48 time: 0.1697 data_time: 0.0051 loss: 1.1143 2023/03/25 22:19:31 - mmengine - INFO - Epoch(train) [143][5000/5005] lr: 2.5546e-03 eta: 1 day, 15:49:29 time: 0.1691 data_time: 0.0058 loss: 1.1788 2023/03/25 22:19:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:19:32 - mmengine - INFO - Saving checkpoint at 143 epochs 2023/03/25 22:19:40 - mmengine - INFO - Epoch(val) [143][100/196] eta: 0:00:06 time: 0.0609 data_time: 0.0241 2023/03/25 22:20:09 - mmengine - INFO - Epoch(val) [143][196/196] accuracy/top1: 70.2580 accuracy/top5: 89.3200data_time: 0.0494 time: 0.0815 2023/03/25 22:20:28 - mmengine - INFO - Epoch(train) [144][ 100/5005] lr: 2.5035e-03 eta: 1 day, 15:49:09 time: 0.1687 data_time: 0.0050 loss: 1.2668 2023/03/25 22:20:45 - mmengine - INFO - Epoch(train) [144][ 200/5005] lr: 2.5035e-03 eta: 1 day, 15:48:50 time: 0.1699 data_time: 0.0052 loss: 1.3685 2023/03/25 22:21:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:21:03 - mmengine - INFO - Epoch(train) [144][ 300/5005] lr: 2.5035e-03 eta: 1 day, 15:48:31 time: 0.1843 data_time: 0.0051 loss: 1.3355 2023/03/25 22:21:20 - mmengine - INFO - Epoch(train) [144][ 400/5005] lr: 2.5035e-03 eta: 1 day, 15:48:11 time: 0.1701 data_time: 0.0052 loss: 1.3767 2023/03/25 22:21:38 - mmengine - INFO - Epoch(train) [144][ 500/5005] lr: 2.5035e-03 eta: 1 day, 15:47:52 time: 0.1700 data_time: 0.0051 loss: 1.3557 2023/03/25 22:21:56 - mmengine - INFO - Epoch(train) [144][ 600/5005] lr: 2.5035e-03 eta: 1 day, 15:47:33 time: 0.1915 data_time: 0.0052 loss: 1.3283 2023/03/25 22:22:13 - mmengine - INFO - Epoch(train) [144][ 700/5005] lr: 2.5035e-03 eta: 1 day, 15:47:13 time: 0.1702 data_time: 0.0050 loss: 1.1318 2023/03/25 22:22:30 - mmengine - INFO - Epoch(train) [144][ 800/5005] lr: 2.5035e-03 eta: 1 day, 15:46:54 time: 0.1704 data_time: 0.0050 loss: 1.3192 2023/03/25 22:22:48 - mmengine - INFO - Epoch(train) [144][ 900/5005] lr: 2.5035e-03 eta: 1 day, 15:46:34 time: 0.1699 data_time: 0.0050 loss: 1.1917 2023/03/25 22:23:05 - mmengine - INFO - Epoch(train) [144][1000/5005] lr: 2.5035e-03 eta: 1 day, 15:46:15 time: 0.1704 data_time: 0.0050 loss: 1.3008 2023/03/25 22:23:23 - mmengine - INFO - Epoch(train) [144][1100/5005] lr: 2.5035e-03 eta: 1 day, 15:45:55 time: 0.1704 data_time: 0.0051 loss: 1.3643 2023/03/25 22:23:40 - mmengine - INFO - Epoch(train) [144][1200/5005] lr: 2.5035e-03 eta: 1 day, 15:45:36 time: 0.1704 data_time: 0.0052 loss: 1.2824 2023/03/25 22:23:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:23:58 - mmengine - INFO - Epoch(train) [144][1300/5005] lr: 2.5035e-03 eta: 1 day, 15:45:17 time: 0.1707 data_time: 0.0051 loss: 1.4645 2023/03/25 22:24:16 - mmengine - INFO - Epoch(train) [144][1400/5005] lr: 2.5035e-03 eta: 1 day, 15:44:58 time: 0.1695 data_time: 0.0053 loss: 1.3846 2023/03/25 22:24:33 - mmengine - INFO - Epoch(train) [144][1500/5005] lr: 2.5035e-03 eta: 1 day, 15:44:38 time: 0.1704 data_time: 0.0051 loss: 1.3219 2023/03/25 22:24:50 - mmengine - INFO - Epoch(train) [144][1600/5005] lr: 2.5035e-03 eta: 1 day, 15:44:18 time: 0.1699 data_time: 0.0050 loss: 1.2001 2023/03/25 22:25:08 - mmengine - INFO - Epoch(train) [144][1700/5005] lr: 2.5035e-03 eta: 1 day, 15:43:59 time: 0.1705 data_time: 0.0051 loss: 1.4237 2023/03/25 22:25:25 - mmengine - INFO - Epoch(train) [144][1800/5005] lr: 2.5035e-03 eta: 1 day, 15:43:40 time: 0.1709 data_time: 0.0051 loss: 1.3469 2023/03/25 22:25:43 - mmengine - INFO - Epoch(train) [144][1900/5005] lr: 2.5035e-03 eta: 1 day, 15:43:20 time: 0.1697 data_time: 0.0051 loss: 1.2561 2023/03/25 22:26:00 - mmengine - INFO - Epoch(train) [144][2000/5005] lr: 2.5035e-03 eta: 1 day, 15:43:01 time: 0.1708 data_time: 0.0050 loss: 1.4592 2023/03/25 22:26:18 - mmengine - INFO - Epoch(train) [144][2100/5005] lr: 2.5035e-03 eta: 1 day, 15:42:42 time: 0.1711 data_time: 0.0050 loss: 1.5146 2023/03/25 22:26:36 - mmengine - INFO - Epoch(train) [144][2200/5005] lr: 2.5035e-03 eta: 1 day, 15:42:22 time: 0.1698 data_time: 0.0053 loss: 1.3780 2023/03/25 22:26:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:26:53 - mmengine - INFO - Epoch(train) [144][2300/5005] lr: 2.5035e-03 eta: 1 day, 15:42:03 time: 0.1711 data_time: 0.0051 loss: 1.3188 2023/03/25 22:27:11 - mmengine - INFO - Epoch(train) [144][2400/5005] lr: 2.5035e-03 eta: 1 day, 15:41:43 time: 0.1705 data_time: 0.0052 loss: 1.2482 2023/03/25 22:27:28 - mmengine - INFO - Epoch(train) [144][2500/5005] lr: 2.5035e-03 eta: 1 day, 15:41:24 time: 0.1902 data_time: 0.0051 loss: 1.3019 2023/03/25 22:27:46 - mmengine - INFO - Epoch(train) [144][2600/5005] lr: 2.5035e-03 eta: 1 day, 15:41:05 time: 0.1705 data_time: 0.0050 loss: 1.3470 2023/03/25 22:28:03 - mmengine - INFO - Epoch(train) [144][2700/5005] lr: 2.5035e-03 eta: 1 day, 15:40:45 time: 0.1698 data_time: 0.0052 loss: 1.3447 2023/03/25 22:28:20 - mmengine - INFO - Epoch(train) [144][2800/5005] lr: 2.5035e-03 eta: 1 day, 15:40:26 time: 0.1701 data_time: 0.0051 loss: 1.3876 2023/03/25 22:28:38 - mmengine - INFO - Epoch(train) [144][2900/5005] lr: 2.5035e-03 eta: 1 day, 15:40:07 time: 0.1695 data_time: 0.0049 loss: 1.2504 2023/03/25 22:28:56 - mmengine - INFO - Epoch(train) [144][3000/5005] lr: 2.5035e-03 eta: 1 day, 15:39:47 time: 0.1704 data_time: 0.0051 loss: 1.3493 2023/03/25 22:29:13 - mmengine - INFO - Epoch(train) [144][3100/5005] lr: 2.5035e-03 eta: 1 day, 15:39:28 time: 0.1700 data_time: 0.0054 loss: 1.5051 2023/03/25 22:29:31 - mmengine - INFO - Epoch(train) [144][3200/5005] lr: 2.5035e-03 eta: 1 day, 15:39:08 time: 0.1704 data_time: 0.0050 loss: 1.4038 2023/03/25 22:29:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:29:48 - mmengine - INFO - Epoch(train) [144][3300/5005] lr: 2.5035e-03 eta: 1 day, 15:38:49 time: 0.1705 data_time: 0.0053 loss: 1.2482 2023/03/25 22:30:06 - mmengine - INFO - Epoch(train) [144][3400/5005] lr: 2.5035e-03 eta: 1 day, 15:38:30 time: 0.1714 data_time: 0.0051 loss: 1.5141 2023/03/25 22:30:23 - mmengine - INFO - Epoch(train) [144][3500/5005] lr: 2.5035e-03 eta: 1 day, 15:38:10 time: 0.1703 data_time: 0.0050 loss: 1.4519 2023/03/25 22:30:41 - mmengine - INFO - Epoch(train) [144][3600/5005] lr: 2.5035e-03 eta: 1 day, 15:37:51 time: 0.1716 data_time: 0.0051 loss: 1.3847 2023/03/25 22:30:59 - mmengine - INFO - Epoch(train) [144][3700/5005] lr: 2.5035e-03 eta: 1 day, 15:37:32 time: 0.1697 data_time: 0.0050 loss: 1.3920 2023/03/25 22:31:16 - mmengine - INFO - Epoch(train) [144][3800/5005] lr: 2.5035e-03 eta: 1 day, 15:37:12 time: 0.1698 data_time: 0.0051 loss: 1.3686 2023/03/25 22:31:34 - mmengine - INFO - Epoch(train) [144][3900/5005] lr: 2.5035e-03 eta: 1 day, 15:36:53 time: 0.1696 data_time: 0.0052 loss: 1.4391 2023/03/25 22:31:51 - mmengine - INFO - Epoch(train) [144][4000/5005] lr: 2.5035e-03 eta: 1 day, 15:36:34 time: 0.1698 data_time: 0.0050 loss: 1.5913 2023/03/25 22:32:08 - mmengine - INFO - Epoch(train) [144][4100/5005] lr: 2.5035e-03 eta: 1 day, 15:36:14 time: 0.1697 data_time: 0.0050 loss: 1.4821 2023/03/25 22:32:26 - mmengine - INFO - Epoch(train) [144][4200/5005] lr: 2.5035e-03 eta: 1 day, 15:35:55 time: 0.1701 data_time: 0.0052 loss: 1.3238 2023/03/25 22:32:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:32:44 - mmengine - INFO - Epoch(train) [144][4300/5005] lr: 2.5035e-03 eta: 1 day, 15:35:36 time: 0.1719 data_time: 0.0052 loss: 1.1956 2023/03/25 22:33:01 - mmengine - INFO - Epoch(train) [144][4400/5005] lr: 2.5035e-03 eta: 1 day, 15:35:16 time: 0.1696 data_time: 0.0051 loss: 1.4685 2023/03/25 22:33:19 - mmengine - INFO - Epoch(train) [144][4500/5005] lr: 2.5035e-03 eta: 1 day, 15:34:57 time: 0.1699 data_time: 0.0050 loss: 1.4779 2023/03/25 22:33:36 - mmengine - INFO - Epoch(train) [144][4600/5005] lr: 2.5035e-03 eta: 1 day, 15:34:38 time: 0.1692 data_time: 0.0051 loss: 1.3605 2023/03/25 22:33:54 - mmengine - INFO - Epoch(train) [144][4700/5005] lr: 2.5035e-03 eta: 1 day, 15:34:18 time: 0.1702 data_time: 0.0051 loss: 1.3146 2023/03/25 22:34:11 - mmengine - INFO - Epoch(train) [144][4800/5005] lr: 2.5035e-03 eta: 1 day, 15:33:59 time: 0.1698 data_time: 0.0051 loss: 1.4684 2023/03/25 22:34:29 - mmengine - INFO - Epoch(train) [144][4900/5005] lr: 2.5035e-03 eta: 1 day, 15:33:39 time: 0.1711 data_time: 0.0050 loss: 1.5400 2023/03/25 22:34:46 - mmengine - INFO - Epoch(train) [144][5000/5005] lr: 2.5035e-03 eta: 1 day, 15:33:20 time: 0.1687 data_time: 0.0058 loss: 1.4332 2023/03/25 22:34:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:34:48 - mmengine - INFO - Saving checkpoint at 144 epochs 2023/03/25 22:34:55 - mmengine - INFO - Epoch(val) [144][100/196] eta: 0:00:06 time: 0.0605 data_time: 0.0238 2023/03/25 22:35:24 - mmengine - INFO - Epoch(val) [144][196/196] accuracy/top1: 70.1260 accuracy/top5: 89.3140data_time: 0.0682 time: 0.1002 2023/03/25 22:35:43 - mmengine - INFO - Epoch(train) [145][ 100/5005] lr: 2.4534e-03 eta: 1 day, 15:33:01 time: 0.1698 data_time: 0.0050 loss: 1.2466 2023/03/25 22:36:00 - mmengine - INFO - Epoch(train) [145][ 200/5005] lr: 2.4534e-03 eta: 1 day, 15:32:42 time: 0.1685 data_time: 0.0051 loss: 1.1203 2023/03/25 22:36:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:36:18 - mmengine - INFO - Epoch(train) [145][ 300/5005] lr: 2.4534e-03 eta: 1 day, 15:32:22 time: 0.1971 data_time: 0.0052 loss: 1.2445 2023/03/25 22:36:35 - mmengine - INFO - Epoch(train) [145][ 400/5005] lr: 2.4534e-03 eta: 1 day, 15:32:03 time: 0.1686 data_time: 0.0050 loss: 1.2523 2023/03/25 22:36:53 - mmengine - INFO - Epoch(train) [145][ 500/5005] lr: 2.4534e-03 eta: 1 day, 15:31:43 time: 0.1701 data_time: 0.0050 loss: 1.4073 2023/03/25 22:37:10 - mmengine - INFO - Epoch(train) [145][ 600/5005] lr: 2.4534e-03 eta: 1 day, 15:31:24 time: 0.1697 data_time: 0.0051 loss: 1.3232 2023/03/25 22:37:28 - mmengine - INFO - Epoch(train) [145][ 700/5005] lr: 2.4534e-03 eta: 1 day, 15:31:05 time: 0.1683 data_time: 0.0051 loss: 1.2041 2023/03/25 22:37:45 - mmengine - INFO - Epoch(train) [145][ 800/5005] lr: 2.4534e-03 eta: 1 day, 15:30:45 time: 0.1692 data_time: 0.0051 loss: 1.5557 2023/03/25 22:38:03 - mmengine - INFO - Epoch(train) [145][ 900/5005] lr: 2.4534e-03 eta: 1 day, 15:30:26 time: 0.1870 data_time: 0.0052 loss: 1.3388 2023/03/25 22:38:20 - mmengine - INFO - Epoch(train) [145][1000/5005] lr: 2.4534e-03 eta: 1 day, 15:30:06 time: 0.1701 data_time: 0.0051 loss: 1.3478 2023/03/25 22:38:37 - mmengine - INFO - Epoch(train) [145][1100/5005] lr: 2.4534e-03 eta: 1 day, 15:29:47 time: 0.1698 data_time: 0.0051 loss: 1.2556 2023/03/25 22:38:55 - mmengine - INFO - Epoch(train) [145][1200/5005] lr: 2.4534e-03 eta: 1 day, 15:29:28 time: 0.1713 data_time: 0.0050 loss: 1.4155 2023/03/25 22:39:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:39:13 - mmengine - INFO - Epoch(train) [145][1300/5005] lr: 2.4534e-03 eta: 1 day, 15:29:08 time: 0.1918 data_time: 0.0049 loss: 1.4420 2023/03/25 22:39:30 - mmengine - INFO - Epoch(train) [145][1400/5005] lr: 2.4534e-03 eta: 1 day, 15:28:49 time: 0.1707 data_time: 0.0055 loss: 1.2338 2023/03/25 22:39:47 - mmengine - INFO - Epoch(train) [145][1500/5005] lr: 2.4534e-03 eta: 1 day, 15:28:29 time: 0.1695 data_time: 0.0050 loss: 1.4328 2023/03/25 22:40:05 - mmengine - INFO - Epoch(train) [145][1600/5005] lr: 2.4534e-03 eta: 1 day, 15:28:10 time: 0.1702 data_time: 0.0050 loss: 1.2338 2023/03/25 22:40:22 - mmengine - INFO - Epoch(train) [145][1700/5005] lr: 2.4534e-03 eta: 1 day, 15:27:51 time: 0.1706 data_time: 0.0051 loss: 1.4823 2023/03/25 22:40:40 - mmengine - INFO - Epoch(train) [145][1800/5005] lr: 2.4534e-03 eta: 1 day, 15:27:31 time: 0.1703 data_time: 0.0051 loss: 1.2857 2023/03/25 22:40:57 - mmengine - INFO - Epoch(train) [145][1900/5005] lr: 2.4534e-03 eta: 1 day, 15:27:12 time: 0.1691 data_time: 0.0051 loss: 1.2826 2023/03/25 22:41:15 - mmengine - INFO - Epoch(train) [145][2000/5005] lr: 2.4534e-03 eta: 1 day, 15:26:53 time: 0.1694 data_time: 0.0052 loss: 1.4639 2023/03/25 22:41:33 - mmengine - INFO - Epoch(train) [145][2100/5005] lr: 2.4534e-03 eta: 1 day, 15:26:33 time: 0.1714 data_time: 0.0052 loss: 1.3361 2023/03/25 22:41:50 - mmengine - INFO - Epoch(train) [145][2200/5005] lr: 2.4534e-03 eta: 1 day, 15:26:14 time: 0.1697 data_time: 0.0050 loss: 1.3380 2023/03/25 22:42:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:42:08 - mmengine - INFO - Epoch(train) [145][2300/5005] lr: 2.4534e-03 eta: 1 day, 15:25:54 time: 0.1720 data_time: 0.0052 loss: 1.1612 2023/03/25 22:42:25 - mmengine - INFO - Epoch(train) [145][2400/5005] lr: 2.4534e-03 eta: 1 day, 15:25:35 time: 0.1696 data_time: 0.0051 loss: 1.2622 2023/03/25 22:42:43 - mmengine - INFO - Epoch(train) [145][2500/5005] lr: 2.4534e-03 eta: 1 day, 15:25:16 time: 0.1698 data_time: 0.0052 loss: 1.2799 2023/03/25 22:43:00 - mmengine - INFO - Epoch(train) [145][2600/5005] lr: 2.4534e-03 eta: 1 day, 15:24:57 time: 0.1686 data_time: 0.0050 loss: 1.6218 2023/03/25 22:43:18 - mmengine - INFO - Epoch(train) [145][2700/5005] lr: 2.4534e-03 eta: 1 day, 15:24:37 time: 0.1725 data_time: 0.0053 loss: 1.3913 2023/03/25 22:43:35 - mmengine - INFO - Epoch(train) [145][2800/5005] lr: 2.4534e-03 eta: 1 day, 15:24:17 time: 0.1699 data_time: 0.0051 loss: 1.2486 2023/03/25 22:43:53 - mmengine - INFO - Epoch(train) [145][2900/5005] lr: 2.4534e-03 eta: 1 day, 15:23:58 time: 0.1695 data_time: 0.0050 loss: 1.2746 2023/03/25 22:44:10 - mmengine - INFO - Epoch(train) [145][3000/5005] lr: 2.4534e-03 eta: 1 day, 15:23:39 time: 0.1729 data_time: 0.0053 loss: 1.2655 2023/03/25 22:44:28 - mmengine - INFO - Epoch(train) [145][3100/5005] lr: 2.4534e-03 eta: 1 day, 15:23:19 time: 0.1702 data_time: 0.0050 loss: 1.1517 2023/03/25 22:44:45 - mmengine - INFO - Epoch(train) [145][3200/5005] lr: 2.4534e-03 eta: 1 day, 15:23:00 time: 0.1704 data_time: 0.0053 loss: 1.1183 2023/03/25 22:44:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:45:03 - mmengine - INFO - Epoch(train) [145][3300/5005] lr: 2.4534e-03 eta: 1 day, 15:22:41 time: 0.1692 data_time: 0.0054 loss: 1.2339 2023/03/25 22:45:20 - mmengine - INFO - Epoch(train) [145][3400/5005] lr: 2.4534e-03 eta: 1 day, 15:22:21 time: 0.1709 data_time: 0.0051 loss: 1.6404 2023/03/25 22:45:38 - mmengine - INFO - Epoch(train) [145][3500/5005] lr: 2.4534e-03 eta: 1 day, 15:22:02 time: 0.1700 data_time: 0.0049 loss: 1.3039 2023/03/25 22:45:55 - mmengine - INFO - Epoch(train) [145][3600/5005] lr: 2.4534e-03 eta: 1 day, 15:21:42 time: 0.1700 data_time: 0.0051 loss: 1.1617 2023/03/25 22:46:12 - mmengine - INFO - Epoch(train) [145][3700/5005] lr: 2.4534e-03 eta: 1 day, 15:21:23 time: 0.1681 data_time: 0.0049 loss: 1.1532 2023/03/25 22:46:30 - mmengine - INFO - Epoch(train) [145][3800/5005] lr: 2.4534e-03 eta: 1 day, 15:21:03 time: 0.1696 data_time: 0.0054 loss: 1.3537 2023/03/25 22:46:47 - mmengine - INFO - Epoch(train) [145][3900/5005] lr: 2.4534e-03 eta: 1 day, 15:20:44 time: 0.1694 data_time: 0.0049 loss: 1.5960 2023/03/25 22:47:05 - mmengine - INFO - Epoch(train) [145][4000/5005] lr: 2.4534e-03 eta: 1 day, 15:20:25 time: 0.1693 data_time: 0.0049 loss: 1.3002 2023/03/25 22:47:23 - mmengine - INFO - Epoch(train) [145][4100/5005] lr: 2.4534e-03 eta: 1 day, 15:20:06 time: 0.1868 data_time: 0.0050 loss: 1.5054 2023/03/25 22:47:40 - mmengine - INFO - Epoch(train) [145][4200/5005] lr: 2.4534e-03 eta: 1 day, 15:19:47 time: 0.1700 data_time: 0.0051 loss: 1.4706 2023/03/25 22:47:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:47:58 - mmengine - INFO - Epoch(train) [145][4300/5005] lr: 2.4534e-03 eta: 1 day, 15:19:27 time: 0.1697 data_time: 0.0051 loss: 1.2409 2023/03/25 22:48:15 - mmengine - INFO - Epoch(train) [145][4400/5005] lr: 2.4534e-03 eta: 1 day, 15:19:08 time: 0.1696 data_time: 0.0053 loss: 1.2309 2023/03/25 22:48:32 - mmengine - INFO - Epoch(train) [145][4500/5005] lr: 2.4534e-03 eta: 1 day, 15:18:48 time: 0.1705 data_time: 0.0054 loss: 1.3215 2023/03/25 22:48:50 - mmengine - INFO - Epoch(train) [145][4600/5005] lr: 2.4534e-03 eta: 1 day, 15:18:29 time: 0.1719 data_time: 0.0051 loss: 1.4094 2023/03/25 22:49:08 - mmengine - INFO - Epoch(train) [145][4700/5005] lr: 2.4534e-03 eta: 1 day, 15:18:10 time: 0.1943 data_time: 0.0049 loss: 1.3727 2023/03/25 22:49:25 - mmengine - INFO - Epoch(train) [145][4800/5005] lr: 2.4534e-03 eta: 1 day, 15:17:50 time: 0.1710 data_time: 0.0050 loss: 1.4099 2023/03/25 22:49:43 - mmengine - INFO - Epoch(train) [145][4900/5005] lr: 2.4534e-03 eta: 1 day, 15:17:31 time: 0.1699 data_time: 0.0051 loss: 1.3003 2023/03/25 22:50:00 - mmengine - INFO - Epoch(train) [145][5000/5005] lr: 2.4534e-03 eta: 1 day, 15:17:12 time: 0.1671 data_time: 0.0058 loss: 1.4006 2023/03/25 22:50:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:50:02 - mmengine - INFO - Saving checkpoint at 145 epochs 2023/03/25 22:50:09 - mmengine - INFO - Epoch(val) [145][100/196] eta: 0:00:06 time: 0.0618 data_time: 0.0249 2023/03/25 22:50:39 - mmengine - INFO - Epoch(val) [145][196/196] accuracy/top1: 70.2500 accuracy/top5: 89.4380data_time: 0.0346 time: 0.0667 2023/03/25 22:50:57 - mmengine - INFO - Epoch(train) [146][ 100/5005] lr: 2.4043e-03 eta: 1 day, 15:16:52 time: 0.1693 data_time: 0.0052 loss: 1.3086 2023/03/25 22:51:15 - mmengine - INFO - Epoch(train) [146][ 200/5005] lr: 2.4043e-03 eta: 1 day, 15:16:33 time: 0.1709 data_time: 0.0053 loss: 1.3955 2023/03/25 22:51:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:51:32 - mmengine - INFO - Epoch(train) [146][ 300/5005] lr: 2.4043e-03 eta: 1 day, 15:16:13 time: 0.1693 data_time: 0.0052 loss: 1.3191 2023/03/25 22:51:49 - mmengine - INFO - Epoch(train) [146][ 400/5005] lr: 2.4043e-03 eta: 1 day, 15:15:54 time: 0.1697 data_time: 0.0054 loss: 1.3826 2023/03/25 22:52:07 - mmengine - INFO - Epoch(train) [146][ 500/5005] lr: 2.4043e-03 eta: 1 day, 15:15:35 time: 0.1830 data_time: 0.0053 loss: 1.4947 2023/03/25 22:52:24 - mmengine - INFO - Epoch(train) [146][ 600/5005] lr: 2.4043e-03 eta: 1 day, 15:15:15 time: 0.1694 data_time: 0.0053 loss: 1.2317 2023/03/25 22:52:42 - mmengine - INFO - Epoch(train) [146][ 700/5005] lr: 2.4043e-03 eta: 1 day, 15:14:56 time: 0.2111 data_time: 0.0051 loss: 1.3329 2023/03/25 22:52:59 - mmengine - INFO - Epoch(train) [146][ 800/5005] lr: 2.4043e-03 eta: 1 day, 15:14:37 time: 0.1698 data_time: 0.0054 loss: 1.3039 2023/03/25 22:53:17 - mmengine - INFO - Epoch(train) [146][ 900/5005] lr: 2.4043e-03 eta: 1 day, 15:14:17 time: 0.1708 data_time: 0.0053 loss: 1.5430 2023/03/25 22:53:34 - mmengine - INFO - Epoch(train) [146][1000/5005] lr: 2.4043e-03 eta: 1 day, 15:13:58 time: 0.1695 data_time: 0.0051 loss: 1.3010 2023/03/25 22:53:52 - mmengine - INFO - Epoch(train) [146][1100/5005] lr: 2.4043e-03 eta: 1 day, 15:13:39 time: 0.1706 data_time: 0.0054 loss: 1.2802 2023/03/25 22:54:09 - mmengine - INFO - Epoch(train) [146][1200/5005] lr: 2.4043e-03 eta: 1 day, 15:13:19 time: 0.1711 data_time: 0.0051 loss: 1.1900 2023/03/25 22:54:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:54:27 - mmengine - INFO - Epoch(train) [146][1300/5005] lr: 2.4043e-03 eta: 1 day, 15:13:00 time: 0.1882 data_time: 0.0052 loss: 1.3417 2023/03/25 22:54:45 - mmengine - INFO - Epoch(train) [146][1400/5005] lr: 2.4043e-03 eta: 1 day, 15:12:41 time: 0.1709 data_time: 0.0054 loss: 1.4075 2023/03/25 22:55:02 - mmengine - INFO - Epoch(train) [146][1500/5005] lr: 2.4043e-03 eta: 1 day, 15:12:21 time: 0.1698 data_time: 0.0052 loss: 1.3980 2023/03/25 22:55:20 - mmengine - INFO - Epoch(train) [146][1600/5005] lr: 2.4043e-03 eta: 1 day, 15:12:02 time: 0.1700 data_time: 0.0053 loss: 1.3440 2023/03/25 22:55:37 - mmengine - INFO - Epoch(train) [146][1700/5005] lr: 2.4043e-03 eta: 1 day, 15:11:43 time: 0.1699 data_time: 0.0053 loss: 1.3175 2023/03/25 22:55:55 - mmengine - INFO - Epoch(train) [146][1800/5005] lr: 2.4043e-03 eta: 1 day, 15:11:23 time: 0.1701 data_time: 0.0052 loss: 1.2527 2023/03/25 22:56:12 - mmengine - INFO - Epoch(train) [146][1900/5005] lr: 2.4043e-03 eta: 1 day, 15:11:04 time: 0.1708 data_time: 0.0053 loss: 1.4045 2023/03/25 22:56:30 - mmengine - INFO - Epoch(train) [146][2000/5005] lr: 2.4043e-03 eta: 1 day, 15:10:45 time: 0.1696 data_time: 0.0054 loss: 1.3277 2023/03/25 22:56:47 - mmengine - INFO - Epoch(train) [146][2100/5005] lr: 2.4043e-03 eta: 1 day, 15:10:25 time: 0.1696 data_time: 0.0052 loss: 1.3307 2023/03/25 22:57:05 - mmengine - INFO - Epoch(train) [146][2200/5005] lr: 2.4043e-03 eta: 1 day, 15:10:06 time: 0.1702 data_time: 0.0052 loss: 1.4926 2023/03/25 22:57:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 22:57:22 - mmengine - INFO - Epoch(train) [146][2300/5005] lr: 2.4043e-03 eta: 1 day, 15:09:47 time: 0.1687 data_time: 0.0052 loss: 1.2678 2023/03/25 22:57:40 - mmengine - INFO - Epoch(train) [146][2400/5005] lr: 2.4043e-03 eta: 1 day, 15:09:28 time: 0.1706 data_time: 0.0053 loss: 1.3399 2023/03/25 22:57:57 - mmengine - INFO - Epoch(train) [146][2500/5005] lr: 2.4043e-03 eta: 1 day, 15:09:08 time: 0.1698 data_time: 0.0051 loss: 1.2044 2023/03/25 22:58:15 - mmengine - INFO - Epoch(train) [146][2600/5005] lr: 2.4043e-03 eta: 1 day, 15:08:49 time: 0.1703 data_time: 0.0053 loss: 1.1868 2023/03/25 22:58:32 - mmengine - INFO - Epoch(train) [146][2700/5005] lr: 2.4043e-03 eta: 1 day, 15:08:29 time: 0.1690 data_time: 0.0053 loss: 1.1815 2023/03/25 22:58:50 - mmengine - INFO - Epoch(train) [146][2800/5005] lr: 2.4043e-03 eta: 1 day, 15:08:10 time: 0.1698 data_time: 0.0054 loss: 1.2770 2023/03/25 22:59:07 - mmengine - INFO - Epoch(train) [146][2900/5005] lr: 2.4043e-03 eta: 1 day, 15:07:51 time: 0.1701 data_time: 0.0051 loss: 1.2553 2023/03/25 22:59:25 - mmengine - INFO - Epoch(train) [146][3000/5005] lr: 2.4043e-03 eta: 1 day, 15:07:32 time: 0.1700 data_time: 0.0052 loss: 1.2114 2023/03/25 22:59:43 - mmengine - INFO - Epoch(train) [146][3100/5005] lr: 2.4043e-03 eta: 1 day, 15:07:12 time: 0.1697 data_time: 0.0052 loss: 1.1649 2023/03/25 23:00:00 - mmengine - INFO - Epoch(train) [146][3200/5005] lr: 2.4043e-03 eta: 1 day, 15:06:53 time: 0.1697 data_time: 0.0053 loss: 1.3751 2023/03/25 23:00:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:00:18 - mmengine - INFO - Epoch(train) [146][3300/5005] lr: 2.4043e-03 eta: 1 day, 15:06:34 time: 0.1702 data_time: 0.0053 loss: 1.2968 2023/03/25 23:00:35 - mmengine - INFO - Epoch(train) [146][3400/5005] lr: 2.4043e-03 eta: 1 day, 15:06:14 time: 0.1696 data_time: 0.0051 loss: 1.5424 2023/03/25 23:00:53 - mmengine - INFO - Epoch(train) [146][3500/5005] lr: 2.4043e-03 eta: 1 day, 15:05:55 time: 0.1934 data_time: 0.0054 loss: 1.3419 2023/03/25 23:01:10 - mmengine - INFO - Epoch(train) [146][3600/5005] lr: 2.4043e-03 eta: 1 day, 15:05:36 time: 0.1698 data_time: 0.0052 loss: 1.2030 2023/03/25 23:01:28 - mmengine - INFO - Epoch(train) [146][3700/5005] lr: 2.4043e-03 eta: 1 day, 15:05:16 time: 0.1709 data_time: 0.0054 loss: 1.2541 2023/03/25 23:01:45 - mmengine - INFO - Epoch(train) [146][3800/5005] lr: 2.4043e-03 eta: 1 day, 15:04:57 time: 0.1940 data_time: 0.0054 loss: 1.2388 2023/03/25 23:02:03 - mmengine - INFO - Epoch(train) [146][3900/5005] lr: 2.4043e-03 eta: 1 day, 15:04:38 time: 0.1696 data_time: 0.0052 loss: 1.3701 2023/03/25 23:02:20 - mmengine - INFO - Epoch(train) [146][4000/5005] lr: 2.4043e-03 eta: 1 day, 15:04:19 time: 0.1700 data_time: 0.0052 loss: 1.2955 2023/03/25 23:02:38 - mmengine - INFO - Epoch(train) [146][4100/5005] lr: 2.4043e-03 eta: 1 day, 15:03:59 time: 0.1694 data_time: 0.0053 loss: 1.4287 2023/03/25 23:02:55 - mmengine - INFO - Epoch(train) [146][4200/5005] lr: 2.4043e-03 eta: 1 day, 15:03:40 time: 0.1705 data_time: 0.0053 loss: 1.2366 2023/03/25 23:03:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:03:13 - mmengine - INFO - Epoch(train) [146][4300/5005] lr: 2.4043e-03 eta: 1 day, 15:03:21 time: 0.1697 data_time: 0.0053 loss: 1.2239 2023/03/25 23:03:31 - mmengine - INFO - Epoch(train) [146][4400/5005] lr: 2.4043e-03 eta: 1 day, 15:03:01 time: 0.1694 data_time: 0.0051 loss: 1.4918 2023/03/25 23:03:48 - mmengine - INFO - Epoch(train) [146][4500/5005] lr: 2.4043e-03 eta: 1 day, 15:02:42 time: 0.1704 data_time: 0.0053 loss: 1.4236 2023/03/25 23:04:05 - mmengine - INFO - Epoch(train) [146][4600/5005] lr: 2.4043e-03 eta: 1 day, 15:02:23 time: 0.1925 data_time: 0.0051 loss: 1.5056 2023/03/25 23:04:23 - mmengine - INFO - Epoch(train) [146][4700/5005] lr: 2.4043e-03 eta: 1 day, 15:02:03 time: 0.1693 data_time: 0.0051 loss: 1.3681 2023/03/25 23:04:41 - mmengine - INFO - Epoch(train) [146][4800/5005] lr: 2.4043e-03 eta: 1 day, 15:01:44 time: 0.1706 data_time: 0.0054 loss: 1.4641 2023/03/25 23:04:58 - mmengine - INFO - Epoch(train) [146][4900/5005] lr: 2.4043e-03 eta: 1 day, 15:01:25 time: 0.1694 data_time: 0.0052 loss: 1.4275 2023/03/25 23:05:16 - mmengine - INFO - Epoch(train) [146][5000/5005] lr: 2.4043e-03 eta: 1 day, 15:01:05 time: 0.1671 data_time: 0.0059 loss: 1.1764 2023/03/25 23:05:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:05:17 - mmengine - INFO - Saving checkpoint at 146 epochs 2023/03/25 23:05:25 - mmengine - INFO - Epoch(val) [146][100/196] eta: 0:00:06 time: 0.0603 data_time: 0.0237 2023/03/25 23:05:53 - mmengine - INFO - Epoch(val) [146][196/196] accuracy/top1: 70.2980 accuracy/top5: 89.4120data_time: 0.0678 time: 0.1009 2023/03/25 23:06:12 - mmengine - INFO - Epoch(train) [147][ 100/5005] lr: 2.3562e-03 eta: 1 day, 15:00:46 time: 0.1703 data_time: 0.0052 loss: 1.1394 2023/03/25 23:06:29 - mmengine - INFO - Epoch(train) [147][ 200/5005] lr: 2.3562e-03 eta: 1 day, 15:00:26 time: 0.1697 data_time: 0.0052 loss: 1.2297 2023/03/25 23:06:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:06:47 - mmengine - INFO - Epoch(train) [147][ 300/5005] lr: 2.3562e-03 eta: 1 day, 15:00:07 time: 0.1965 data_time: 0.0049 loss: 1.3610 2023/03/25 23:07:04 - mmengine - INFO - Epoch(train) [147][ 400/5005] lr: 2.3562e-03 eta: 1 day, 14:59:48 time: 0.1698 data_time: 0.0052 loss: 1.2453 2023/03/25 23:07:21 - mmengine - INFO - Epoch(train) [147][ 500/5005] lr: 2.3562e-03 eta: 1 day, 14:59:28 time: 0.1689 data_time: 0.0051 loss: 1.3187 2023/03/25 23:07:39 - mmengine - INFO - Epoch(train) [147][ 600/5005] lr: 2.3562e-03 eta: 1 day, 14:59:09 time: 0.1690 data_time: 0.0051 loss: 1.4693 2023/03/25 23:07:57 - mmengine - INFO - Epoch(train) [147][ 700/5005] lr: 2.3562e-03 eta: 1 day, 14:58:50 time: 0.1686 data_time: 0.0051 loss: 1.2588 2023/03/25 23:08:14 - mmengine - INFO - Epoch(train) [147][ 800/5005] lr: 2.3562e-03 eta: 1 day, 14:58:30 time: 0.1699 data_time: 0.0050 loss: 1.2116 2023/03/25 23:08:31 - mmengine - INFO - Epoch(train) [147][ 900/5005] lr: 2.3562e-03 eta: 1 day, 14:58:11 time: 0.1696 data_time: 0.0051 loss: 1.2687 2023/03/25 23:08:49 - mmengine - INFO - Epoch(train) [147][1000/5005] lr: 2.3562e-03 eta: 1 day, 14:57:52 time: 0.1847 data_time: 0.0050 loss: 1.2534 2023/03/25 23:09:06 - mmengine - INFO - Epoch(train) [147][1100/5005] lr: 2.3562e-03 eta: 1 day, 14:57:32 time: 0.1701 data_time: 0.0050 loss: 1.2834 2023/03/25 23:09:24 - mmengine - INFO - Epoch(train) [147][1200/5005] lr: 2.3562e-03 eta: 1 day, 14:57:13 time: 0.1693 data_time: 0.0050 loss: 1.4942 2023/03/25 23:09:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:09:42 - mmengine - INFO - Epoch(train) [147][1300/5005] lr: 2.3562e-03 eta: 1 day, 14:56:54 time: 0.1917 data_time: 0.0049 loss: 1.1713 2023/03/25 23:09:59 - mmengine - INFO - Epoch(train) [147][1400/5005] lr: 2.3562e-03 eta: 1 day, 14:56:35 time: 0.1696 data_time: 0.0050 loss: 1.4054 2023/03/25 23:10:17 - mmengine - INFO - Epoch(train) [147][1500/5005] lr: 2.3562e-03 eta: 1 day, 14:56:15 time: 0.1804 data_time: 0.0051 loss: 1.4203 2023/03/25 23:10:34 - mmengine - INFO - Epoch(train) [147][1600/5005] lr: 2.3562e-03 eta: 1 day, 14:55:56 time: 0.1690 data_time: 0.0049 loss: 1.2236 2023/03/25 23:10:51 - mmengine - INFO - Epoch(train) [147][1700/5005] lr: 2.3562e-03 eta: 1 day, 14:55:36 time: 0.1699 data_time: 0.0050 loss: 1.1535 2023/03/25 23:11:09 - mmengine - INFO - Epoch(train) [147][1800/5005] lr: 2.3562e-03 eta: 1 day, 14:55:17 time: 0.1701 data_time: 0.0052 loss: 1.3220 2023/03/25 23:11:26 - mmengine - INFO - Epoch(train) [147][1900/5005] lr: 2.3562e-03 eta: 1 day, 14:54:58 time: 0.1697 data_time: 0.0051 loss: 1.2923 2023/03/25 23:11:44 - mmengine - INFO - Epoch(train) [147][2000/5005] lr: 2.3562e-03 eta: 1 day, 14:54:38 time: 0.1706 data_time: 0.0051 loss: 1.2212 2023/03/25 23:12:02 - mmengine - INFO - Epoch(train) [147][2100/5005] lr: 2.3562e-03 eta: 1 day, 14:54:20 time: 0.1849 data_time: 0.0050 loss: 1.3635 2023/03/25 23:12:19 - mmengine - INFO - Epoch(train) [147][2200/5005] lr: 2.3562e-03 eta: 1 day, 14:54:00 time: 0.1699 data_time: 0.0051 loss: 1.3528 2023/03/25 23:12:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:12:36 - mmengine - INFO - Epoch(train) [147][2300/5005] lr: 2.3562e-03 eta: 1 day, 14:53:41 time: 0.1693 data_time: 0.0051 loss: 1.3453 2023/03/25 23:12:54 - mmengine - INFO - Epoch(train) [147][2400/5005] lr: 2.3562e-03 eta: 1 day, 14:53:21 time: 0.1697 data_time: 0.0051 loss: 1.3484 2023/03/25 23:13:11 - mmengine - INFO - Epoch(train) [147][2500/5005] lr: 2.3562e-03 eta: 1 day, 14:53:02 time: 0.1701 data_time: 0.0050 loss: 1.2839 2023/03/25 23:13:29 - mmengine - INFO - Epoch(train) [147][2600/5005] lr: 2.3562e-03 eta: 1 day, 14:52:42 time: 0.1701 data_time: 0.0052 loss: 1.2371 2023/03/25 23:13:46 - mmengine - INFO - Epoch(train) [147][2700/5005] lr: 2.3562e-03 eta: 1 day, 14:52:23 time: 0.1694 data_time: 0.0051 loss: 1.2827 2023/03/25 23:14:03 - mmengine - INFO - Epoch(train) [147][2800/5005] lr: 2.3562e-03 eta: 1 day, 14:52:03 time: 0.1700 data_time: 0.0051 loss: 1.2847 2023/03/25 23:14:21 - mmengine - INFO - Epoch(train) [147][2900/5005] lr: 2.3562e-03 eta: 1 day, 14:51:45 time: 0.1968 data_time: 0.0052 loss: 1.3422 2023/03/25 23:14:39 - mmengine - INFO - Epoch(train) [147][3000/5005] lr: 2.3562e-03 eta: 1 day, 14:51:26 time: 0.1711 data_time: 0.0054 loss: 1.2916 2023/03/25 23:14:56 - mmengine - INFO - Epoch(train) [147][3100/5005] lr: 2.3562e-03 eta: 1 day, 14:51:06 time: 0.1852 data_time: 0.0050 loss: 1.3024 2023/03/25 23:15:14 - mmengine - INFO - Epoch(train) [147][3200/5005] lr: 2.3562e-03 eta: 1 day, 14:50:47 time: 0.1702 data_time: 0.0051 loss: 1.3669 2023/03/25 23:15:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:15:31 - mmengine - INFO - Epoch(train) [147][3300/5005] lr: 2.3562e-03 eta: 1 day, 14:50:27 time: 0.1713 data_time: 0.0051 loss: 1.2378 2023/03/25 23:15:48 - mmengine - INFO - Epoch(train) [147][3400/5005] lr: 2.3562e-03 eta: 1 day, 14:50:08 time: 0.1709 data_time: 0.0053 loss: 1.5505 2023/03/25 23:16:06 - mmengine - INFO - Epoch(train) [147][3500/5005] lr: 2.3562e-03 eta: 1 day, 14:49:48 time: 0.1758 data_time: 0.0051 loss: 1.3070 2023/03/25 23:16:23 - mmengine - INFO - Epoch(train) [147][3600/5005] lr: 2.3562e-03 eta: 1 day, 14:49:29 time: 0.1704 data_time: 0.0050 loss: 1.3334 2023/03/25 23:16:41 - mmengine - INFO - Epoch(train) [147][3700/5005] lr: 2.3562e-03 eta: 1 day, 14:49:10 time: 0.1696 data_time: 0.0054 loss: 1.3184 2023/03/25 23:16:59 - mmengine - INFO - Epoch(train) [147][3800/5005] lr: 2.3562e-03 eta: 1 day, 14:48:51 time: 0.1688 data_time: 0.0050 loss: 1.5154 2023/03/25 23:17:16 - mmengine - INFO - Epoch(train) [147][3900/5005] lr: 2.3562e-03 eta: 1 day, 14:48:32 time: 0.1685 data_time: 0.0051 loss: 1.0703 2023/03/25 23:17:34 - mmengine - INFO - Epoch(train) [147][4000/5005] lr: 2.3562e-03 eta: 1 day, 14:48:12 time: 0.1712 data_time: 0.0054 loss: 1.3369 2023/03/25 23:17:51 - mmengine - INFO - Epoch(train) [147][4100/5005] lr: 2.3562e-03 eta: 1 day, 14:47:53 time: 0.1697 data_time: 0.0054 loss: 1.1499 2023/03/25 23:18:09 - mmengine - INFO - Epoch(train) [147][4200/5005] lr: 2.3562e-03 eta: 1 day, 14:47:34 time: 0.1698 data_time: 0.0051 loss: 1.6164 2023/03/25 23:18:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:18:26 - mmengine - INFO - Epoch(train) [147][4300/5005] lr: 2.3562e-03 eta: 1 day, 14:47:14 time: 0.1705 data_time: 0.0051 loss: 1.3664 2023/03/25 23:18:43 - mmengine - INFO - Epoch(train) [147][4400/5005] lr: 2.3562e-03 eta: 1 day, 14:46:55 time: 0.1826 data_time: 0.0051 loss: 1.3872 2023/03/25 23:19:01 - mmengine - INFO - Epoch(train) [147][4500/5005] lr: 2.3562e-03 eta: 1 day, 14:46:36 time: 0.1702 data_time: 0.0051 loss: 1.3192 2023/03/25 23:19:19 - mmengine - INFO - Epoch(train) [147][4600/5005] lr: 2.3562e-03 eta: 1 day, 14:46:17 time: 0.1697 data_time: 0.0051 loss: 1.4493 2023/03/25 23:19:36 - mmengine - INFO - Epoch(train) [147][4700/5005] lr: 2.3562e-03 eta: 1 day, 14:45:57 time: 0.1697 data_time: 0.0052 loss: 1.3184 2023/03/25 23:19:54 - mmengine - INFO - Epoch(train) [147][4800/5005] lr: 2.3562e-03 eta: 1 day, 14:45:38 time: 0.1711 data_time: 0.0050 loss: 1.4049 2023/03/25 23:20:11 - mmengine - INFO - Epoch(train) [147][4900/5005] lr: 2.3562e-03 eta: 1 day, 14:45:19 time: 0.1700 data_time: 0.0052 loss: 1.4640 2023/03/25 23:20:28 - mmengine - INFO - Epoch(train) [147][5000/5005] lr: 2.3562e-03 eta: 1 day, 14:44:59 time: 0.1691 data_time: 0.0058 loss: 1.2442 2023/03/25 23:20:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:20:30 - mmengine - INFO - Saving checkpoint at 147 epochs 2023/03/25 23:20:38 - mmengine - INFO - Epoch(val) [147][100/196] eta: 0:00:06 time: 0.0365 data_time: 0.0008 2023/03/25 23:21:07 - mmengine - INFO - Epoch(val) [147][196/196] accuracy/top1: 70.2340 accuracy/top5: 89.2960data_time: 0.0702 time: 0.1021 2023/03/25 23:21:26 - mmengine - INFO - Epoch(train) [148][ 100/5005] lr: 2.3091e-03 eta: 1 day, 14:44:40 time: 0.1702 data_time: 0.0052 loss: 1.4508 2023/03/25 23:21:43 - mmengine - INFO - Epoch(train) [148][ 200/5005] lr: 2.3091e-03 eta: 1 day, 14:44:21 time: 0.1710 data_time: 0.0053 loss: 1.3612 2023/03/25 23:21:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:22:01 - mmengine - INFO - Epoch(train) [148][ 300/5005] lr: 2.3091e-03 eta: 1 day, 14:44:02 time: 0.1707 data_time: 0.0053 loss: 1.2966 2023/03/25 23:22:18 - mmengine - INFO - Epoch(train) [148][ 400/5005] lr: 2.3091e-03 eta: 1 day, 14:43:42 time: 0.1700 data_time: 0.0054 loss: 1.2252 2023/03/25 23:22:36 - mmengine - INFO - Epoch(train) [148][ 500/5005] lr: 2.3091e-03 eta: 1 day, 14:43:23 time: 0.1700 data_time: 0.0052 loss: 1.4899 2023/03/25 23:22:53 - mmengine - INFO - Epoch(train) [148][ 600/5005] lr: 2.3091e-03 eta: 1 day, 14:43:03 time: 0.1690 data_time: 0.0052 loss: 1.2602 2023/03/25 23:23:10 - mmengine - INFO - Epoch(train) [148][ 700/5005] lr: 2.3091e-03 eta: 1 day, 14:42:44 time: 0.1696 data_time: 0.0054 loss: 1.5085 2023/03/25 23:23:28 - mmengine - INFO - Epoch(train) [148][ 800/5005] lr: 2.3091e-03 eta: 1 day, 14:42:24 time: 0.1709 data_time: 0.0053 loss: 1.4747 2023/03/25 23:23:46 - mmengine - INFO - Epoch(train) [148][ 900/5005] lr: 2.3091e-03 eta: 1 day, 14:42:05 time: 0.1694 data_time: 0.0052 loss: 1.3319 2023/03/25 23:24:03 - mmengine - INFO - Epoch(train) [148][1000/5005] lr: 2.3091e-03 eta: 1 day, 14:41:46 time: 0.1694 data_time: 0.0052 loss: 1.3714 2023/03/25 23:24:21 - mmengine - INFO - Epoch(train) [148][1100/5005] lr: 2.3091e-03 eta: 1 day, 14:41:27 time: 0.1698 data_time: 0.0055 loss: 1.2086 2023/03/25 23:24:39 - mmengine - INFO - Epoch(train) [148][1200/5005] lr: 2.3091e-03 eta: 1 day, 14:41:08 time: 0.1710 data_time: 0.0054 loss: 1.2584 2023/03/25 23:24:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:24:56 - mmengine - INFO - Epoch(train) [148][1300/5005] lr: 2.3091e-03 eta: 1 day, 14:40:48 time: 0.1693 data_time: 0.0050 loss: 1.2527 2023/03/25 23:25:13 - mmengine - INFO - Epoch(train) [148][1400/5005] lr: 2.3091e-03 eta: 1 day, 14:40:29 time: 0.1693 data_time: 0.0053 loss: 1.4306 2023/03/25 23:25:31 - mmengine - INFO - Epoch(train) [148][1500/5005] lr: 2.3091e-03 eta: 1 day, 14:40:09 time: 0.1703 data_time: 0.0055 loss: 1.5280 2023/03/25 23:25:48 - mmengine - INFO - Epoch(train) [148][1600/5005] lr: 2.3091e-03 eta: 1 day, 14:39:50 time: 0.1701 data_time: 0.0052 loss: 1.2584 2023/03/25 23:26:06 - mmengine - INFO - Epoch(train) [148][1700/5005] lr: 2.3091e-03 eta: 1 day, 14:39:31 time: 0.1701 data_time: 0.0052 loss: 1.4094 2023/03/25 23:26:24 - mmengine - INFO - Epoch(train) [148][1800/5005] lr: 2.3091e-03 eta: 1 day, 14:39:12 time: 0.1707 data_time: 0.0053 loss: 1.4451 2023/03/25 23:26:41 - mmengine - INFO - Epoch(train) [148][1900/5005] lr: 2.3091e-03 eta: 1 day, 14:38:53 time: 0.1709 data_time: 0.0053 loss: 1.4307 2023/03/25 23:26:59 - mmengine - INFO - Epoch(train) [148][2000/5005] lr: 2.3091e-03 eta: 1 day, 14:38:33 time: 0.1703 data_time: 0.0052 loss: 1.5391 2023/03/25 23:27:16 - mmengine - INFO - Epoch(train) [148][2100/5005] lr: 2.3091e-03 eta: 1 day, 14:38:14 time: 0.1697 data_time: 0.0052 loss: 1.2659 2023/03/25 23:27:34 - mmengine - INFO - Epoch(train) [148][2200/5005] lr: 2.3091e-03 eta: 1 day, 14:37:55 time: 0.1706 data_time: 0.0053 loss: 1.3467 2023/03/25 23:27:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:27:51 - mmengine - INFO - Epoch(train) [148][2300/5005] lr: 2.3091e-03 eta: 1 day, 14:37:36 time: 0.1702 data_time: 0.0054 loss: 1.3615 2023/03/25 23:28:09 - mmengine - INFO - Epoch(train) [148][2400/5005] lr: 2.3091e-03 eta: 1 day, 14:37:16 time: 0.1715 data_time: 0.0053 loss: 1.3217 2023/03/25 23:28:26 - mmengine - INFO - Epoch(train) [148][2500/5005] lr: 2.3091e-03 eta: 1 day, 14:36:57 time: 0.1707 data_time: 0.0056 loss: 1.1622 2023/03/25 23:28:44 - mmengine - INFO - Epoch(train) [148][2600/5005] lr: 2.3091e-03 eta: 1 day, 14:36:38 time: 0.1715 data_time: 0.0055 loss: 1.3744 2023/03/25 23:29:01 - mmengine - INFO - Epoch(train) [148][2700/5005] lr: 2.3091e-03 eta: 1 day, 14:36:18 time: 0.1699 data_time: 0.0056 loss: 1.4124 2023/03/25 23:29:19 - mmengine - INFO - Epoch(train) [148][2800/5005] lr: 2.3091e-03 eta: 1 day, 14:35:59 time: 0.1696 data_time: 0.0052 loss: 1.3796 2023/03/25 23:29:37 - mmengine - INFO - Epoch(train) [148][2900/5005] lr: 2.3091e-03 eta: 1 day, 14:35:40 time: 0.1708 data_time: 0.0054 loss: 1.1524 2023/03/25 23:29:54 - mmengine - INFO - Epoch(train) [148][3000/5005] lr: 2.3091e-03 eta: 1 day, 14:35:21 time: 0.1703 data_time: 0.0053 loss: 1.1443 2023/03/25 23:30:12 - mmengine - INFO - Epoch(train) [148][3100/5005] lr: 2.3091e-03 eta: 1 day, 14:35:02 time: 0.1705 data_time: 0.0053 loss: 1.4358 2023/03/25 23:30:29 - mmengine - INFO - Epoch(train) [148][3200/5005] lr: 2.3091e-03 eta: 1 day, 14:34:43 time: 0.1713 data_time: 0.0052 loss: 1.2864 2023/03/25 23:30:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:30:47 - mmengine - INFO - Epoch(train) [148][3300/5005] lr: 2.3091e-03 eta: 1 day, 14:34:23 time: 0.1712 data_time: 0.0053 loss: 1.3663 2023/03/25 23:31:04 - mmengine - INFO - Epoch(train) [148][3400/5005] lr: 2.3091e-03 eta: 1 day, 14:34:04 time: 0.1701 data_time: 0.0053 loss: 1.2312 2023/03/25 23:31:22 - mmengine - INFO - Epoch(train) [148][3500/5005] lr: 2.3091e-03 eta: 1 day, 14:33:45 time: 0.1703 data_time: 0.0053 loss: 1.3521 2023/03/25 23:31:39 - mmengine - INFO - Epoch(train) [148][3600/5005] lr: 2.3091e-03 eta: 1 day, 14:33:25 time: 0.1709 data_time: 0.0054 loss: 1.2094 2023/03/25 23:31:57 - mmengine - INFO - Epoch(train) [148][3700/5005] lr: 2.3091e-03 eta: 1 day, 14:33:06 time: 0.1700 data_time: 0.0052 loss: 1.3351 2023/03/25 23:32:14 - mmengine - INFO - Epoch(train) [148][3800/5005] lr: 2.3091e-03 eta: 1 day, 14:32:47 time: 0.1698 data_time: 0.0054 loss: 1.2373 2023/03/25 23:32:32 - mmengine - INFO - Epoch(train) [148][3900/5005] lr: 2.3091e-03 eta: 1 day, 14:32:28 time: 0.1716 data_time: 0.0054 loss: 1.1584 2023/03/25 23:32:50 - mmengine - INFO - Epoch(train) [148][4000/5005] lr: 2.3091e-03 eta: 1 day, 14:32:09 time: 0.1696 data_time: 0.0053 loss: 1.3543 2023/03/25 23:33:07 - mmengine - INFO - Epoch(train) [148][4100/5005] lr: 2.3091e-03 eta: 1 day, 14:31:49 time: 0.1696 data_time: 0.0053 loss: 1.3468 2023/03/25 23:33:24 - mmengine - INFO - Epoch(train) [148][4200/5005] lr: 2.3091e-03 eta: 1 day, 14:31:30 time: 0.1706 data_time: 0.0054 loss: 1.5154 2023/03/25 23:33:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:33:42 - mmengine - INFO - Epoch(train) [148][4300/5005] lr: 2.3091e-03 eta: 1 day, 14:31:11 time: 0.1699 data_time: 0.0052 loss: 1.4284 2023/03/25 23:34:00 - mmengine - INFO - Epoch(train) [148][4400/5005] lr: 2.3091e-03 eta: 1 day, 14:30:52 time: 0.2121 data_time: 0.0052 loss: 1.2243 2023/03/25 23:34:17 - mmengine - INFO - Epoch(train) [148][4500/5005] lr: 2.3091e-03 eta: 1 day, 14:30:32 time: 0.1714 data_time: 0.0053 loss: 1.2339 2023/03/25 23:34:35 - mmengine - INFO - Epoch(train) [148][4600/5005] lr: 2.3091e-03 eta: 1 day, 14:30:13 time: 0.1704 data_time: 0.0054 loss: 1.3973 2023/03/25 23:34:53 - mmengine - INFO - Epoch(train) [148][4700/5005] lr: 2.3091e-03 eta: 1 day, 14:29:54 time: 0.1701 data_time: 0.0052 loss: 1.4271 2023/03/25 23:35:10 - mmengine - INFO - Epoch(train) [148][4800/5005] lr: 2.3091e-03 eta: 1 day, 14:29:35 time: 0.1699 data_time: 0.0053 loss: 1.2697 2023/03/25 23:35:27 - mmengine - INFO - Epoch(train) [148][4900/5005] lr: 2.3091e-03 eta: 1 day, 14:29:16 time: 0.1721 data_time: 0.0055 loss: 1.3796 2023/03/25 23:35:45 - mmengine - INFO - Epoch(train) [148][5000/5005] lr: 2.3091e-03 eta: 1 day, 14:28:56 time: 0.1685 data_time: 0.0060 loss: 1.3099 2023/03/25 23:35:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:35:46 - mmengine - INFO - Saving checkpoint at 148 epochs 2023/03/25 23:35:54 - mmengine - INFO - Epoch(val) [148][100/196] eta: 0:00:06 time: 0.0611 data_time: 0.0252 2023/03/25 23:36:23 - mmengine - INFO - Epoch(val) [148][196/196] accuracy/top1: 70.4180 accuracy/top5: 89.4000data_time: 0.0666 time: 0.0998 2023/03/25 23:36:42 - mmengine - INFO - Epoch(train) [149][ 100/5005] lr: 2.2629e-03 eta: 1 day, 14:28:37 time: 0.1711 data_time: 0.0054 loss: 1.4388 2023/03/25 23:36:59 - mmengine - INFO - Epoch(train) [149][ 200/5005] lr: 2.2629e-03 eta: 1 day, 14:28:17 time: 0.1691 data_time: 0.0053 loss: 1.2708 2023/03/25 23:37:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:37:17 - mmengine - INFO - Epoch(train) [149][ 300/5005] lr: 2.2629e-03 eta: 1 day, 14:27:58 time: 0.1693 data_time: 0.0053 loss: 1.3573 2023/03/25 23:37:34 - mmengine - INFO - Epoch(train) [149][ 400/5005] lr: 2.2629e-03 eta: 1 day, 14:27:39 time: 0.1698 data_time: 0.0053 loss: 1.5615 2023/03/25 23:37:52 - mmengine - INFO - Epoch(train) [149][ 500/5005] lr: 2.2629e-03 eta: 1 day, 14:27:20 time: 0.1700 data_time: 0.0055 loss: 1.2119 2023/03/25 23:38:10 - mmengine - INFO - Epoch(train) [149][ 600/5005] lr: 2.2629e-03 eta: 1 day, 14:27:01 time: 0.1695 data_time: 0.0053 loss: 1.3343 2023/03/25 23:38:27 - mmengine - INFO - Epoch(train) [149][ 700/5005] lr: 2.2629e-03 eta: 1 day, 14:26:42 time: 0.1707 data_time: 0.0053 loss: 1.3097 2023/03/25 23:38:44 - mmengine - INFO - Epoch(train) [149][ 800/5005] lr: 2.2629e-03 eta: 1 day, 14:26:22 time: 0.1703 data_time: 0.0054 loss: 1.3159 2023/03/25 23:39:02 - mmengine - INFO - Epoch(train) [149][ 900/5005] lr: 2.2629e-03 eta: 1 day, 14:26:03 time: 0.1702 data_time: 0.0054 loss: 1.3268 2023/03/25 23:39:19 - mmengine - INFO - Epoch(train) [149][1000/5005] lr: 2.2629e-03 eta: 1 day, 14:25:44 time: 0.1806 data_time: 0.0053 loss: 1.3050 2023/03/25 23:39:37 - mmengine - INFO - Epoch(train) [149][1100/5005] lr: 2.2629e-03 eta: 1 day, 14:25:25 time: 0.1906 data_time: 0.0053 loss: 1.4856 2023/03/25 23:39:55 - mmengine - INFO - Epoch(train) [149][1200/5005] lr: 2.2629e-03 eta: 1 day, 14:25:05 time: 0.1694 data_time: 0.0053 loss: 1.2615 2023/03/25 23:40:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:40:12 - mmengine - INFO - Epoch(train) [149][1300/5005] lr: 2.2629e-03 eta: 1 day, 14:24:46 time: 0.1710 data_time: 0.0054 loss: 1.2274 2023/03/25 23:40:30 - mmengine - INFO - Epoch(train) [149][1400/5005] lr: 2.2629e-03 eta: 1 day, 14:24:27 time: 0.1705 data_time: 0.0053 loss: 1.2187 2023/03/25 23:40:48 - mmengine - INFO - Epoch(train) [149][1500/5005] lr: 2.2629e-03 eta: 1 day, 14:24:08 time: 0.1698 data_time: 0.0053 loss: 1.2532 2023/03/25 23:41:05 - mmengine - INFO - Epoch(train) [149][1600/5005] lr: 2.2629e-03 eta: 1 day, 14:23:49 time: 0.1695 data_time: 0.0053 loss: 1.1623 2023/03/25 23:41:23 - mmengine - INFO - Epoch(train) [149][1700/5005] lr: 2.2629e-03 eta: 1 day, 14:23:29 time: 0.1800 data_time: 0.0055 loss: 1.3640 2023/03/25 23:41:40 - mmengine - INFO - Epoch(train) [149][1800/5005] lr: 2.2629e-03 eta: 1 day, 14:23:10 time: 0.1700 data_time: 0.0054 loss: 1.1908 2023/03/25 23:41:58 - mmengine - INFO - Epoch(train) [149][1900/5005] lr: 2.2629e-03 eta: 1 day, 14:22:51 time: 0.1707 data_time: 0.0053 loss: 1.1884 2023/03/25 23:42:15 - mmengine - INFO - Epoch(train) [149][2000/5005] lr: 2.2629e-03 eta: 1 day, 14:22:32 time: 0.1695 data_time: 0.0053 loss: 1.2902 2023/03/25 23:42:33 - mmengine - INFO - Epoch(train) [149][2100/5005] lr: 2.2629e-03 eta: 1 day, 14:22:12 time: 0.1703 data_time: 0.0052 loss: 1.3483 2023/03/25 23:42:51 - mmengine - INFO - Epoch(train) [149][2200/5005] lr: 2.2629e-03 eta: 1 day, 14:21:53 time: 0.1701 data_time: 0.0053 loss: 1.2740 2023/03/25 23:43:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:43:08 - mmengine - INFO - Epoch(train) [149][2300/5005] lr: 2.2629e-03 eta: 1 day, 14:21:34 time: 0.1714 data_time: 0.0054 loss: 1.2703 2023/03/25 23:43:26 - mmengine - INFO - Epoch(train) [149][2400/5005] lr: 2.2629e-03 eta: 1 day, 14:21:15 time: 0.1717 data_time: 0.0054 loss: 1.2240 2023/03/25 23:43:43 - mmengine - INFO - Epoch(train) [149][2500/5005] lr: 2.2629e-03 eta: 1 day, 14:20:56 time: 0.1729 data_time: 0.0054 loss: 1.3117 2023/03/25 23:44:01 - mmengine - INFO - Epoch(train) [149][2600/5005] lr: 2.2629e-03 eta: 1 day, 14:20:37 time: 0.1694 data_time: 0.0053 loss: 1.2813 2023/03/25 23:44:18 - mmengine - INFO - Epoch(train) [149][2700/5005] lr: 2.2629e-03 eta: 1 day, 14:20:17 time: 0.1695 data_time: 0.0054 loss: 1.4039 2023/03/25 23:44:36 - mmengine - INFO - Epoch(train) [149][2800/5005] lr: 2.2629e-03 eta: 1 day, 14:19:58 time: 0.1704 data_time: 0.0054 loss: 1.2786 2023/03/25 23:44:53 - mmengine - INFO - Epoch(train) [149][2900/5005] lr: 2.2629e-03 eta: 1 day, 14:19:39 time: 0.1702 data_time: 0.0055 loss: 1.4359 2023/03/25 23:45:11 - mmengine - INFO - Epoch(train) [149][3000/5005] lr: 2.2629e-03 eta: 1 day, 14:19:20 time: 0.1703 data_time: 0.0053 loss: 1.5400 2023/03/25 23:45:29 - mmengine - INFO - Epoch(train) [149][3100/5005] lr: 2.2629e-03 eta: 1 day, 14:19:01 time: 0.1703 data_time: 0.0053 loss: 1.2277 2023/03/25 23:45:47 - mmengine - INFO - Epoch(train) [149][3200/5005] lr: 2.2629e-03 eta: 1 day, 14:18:42 time: 0.1705 data_time: 0.0053 loss: 1.1479 2023/03/25 23:45:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:46:04 - mmengine - INFO - Epoch(train) [149][3300/5005] lr: 2.2629e-03 eta: 1 day, 14:18:22 time: 0.1708 data_time: 0.0052 loss: 1.4998 2023/03/25 23:46:22 - mmengine - INFO - Epoch(train) [149][3400/5005] lr: 2.2629e-03 eta: 1 day, 14:18:03 time: 0.1703 data_time: 0.0056 loss: 1.3796 2023/03/25 23:46:39 - mmengine - INFO - Epoch(train) [149][3500/5005] lr: 2.2629e-03 eta: 1 day, 14:17:44 time: 0.1705 data_time: 0.0054 loss: 1.5218 2023/03/25 23:46:57 - mmengine - INFO - Epoch(train) [149][3600/5005] lr: 2.2629e-03 eta: 1 day, 14:17:25 time: 0.1703 data_time: 0.0054 loss: 1.3166 2023/03/25 23:47:14 - mmengine - INFO - Epoch(train) [149][3700/5005] lr: 2.2629e-03 eta: 1 day, 14:17:05 time: 0.1698 data_time: 0.0053 loss: 1.2675 2023/03/25 23:47:32 - mmengine - INFO - Epoch(train) [149][3800/5005] lr: 2.2629e-03 eta: 1 day, 14:16:46 time: 0.1701 data_time: 0.0054 loss: 1.2953 2023/03/25 23:47:49 - mmengine - INFO - Epoch(train) [149][3900/5005] lr: 2.2629e-03 eta: 1 day, 14:16:27 time: 0.1699 data_time: 0.0054 loss: 1.1220 2023/03/25 23:48:07 - mmengine - INFO - Epoch(train) [149][4000/5005] lr: 2.2629e-03 eta: 1 day, 14:16:08 time: 0.1706 data_time: 0.0054 loss: 1.2773 2023/03/25 23:48:25 - mmengine - INFO - Epoch(train) [149][4100/5005] lr: 2.2629e-03 eta: 1 day, 14:15:49 time: 0.1705 data_time: 0.0054 loss: 1.2498 2023/03/25 23:48:42 - mmengine - INFO - Epoch(train) [149][4200/5005] lr: 2.2629e-03 eta: 1 day, 14:15:30 time: 0.1701 data_time: 0.0054 loss: 1.2882 2023/03/25 23:48:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:48:59 - mmengine - INFO - Epoch(train) [149][4300/5005] lr: 2.2629e-03 eta: 1 day, 14:15:10 time: 0.1709 data_time: 0.0053 loss: 1.1854 2023/03/25 23:49:17 - mmengine - INFO - Epoch(train) [149][4400/5005] lr: 2.2629e-03 eta: 1 day, 14:14:51 time: 0.1706 data_time: 0.0054 loss: 1.3435 2023/03/25 23:49:34 - mmengine - INFO - Epoch(train) [149][4500/5005] lr: 2.2629e-03 eta: 1 day, 14:14:32 time: 0.1704 data_time: 0.0057 loss: 1.3517 2023/03/25 23:49:52 - mmengine - INFO - Epoch(train) [149][4600/5005] lr: 2.2629e-03 eta: 1 day, 14:14:13 time: 0.1692 data_time: 0.0051 loss: 1.4077 2023/03/25 23:50:10 - mmengine - INFO - Epoch(train) [149][4700/5005] lr: 2.2629e-03 eta: 1 day, 14:13:54 time: 0.1712 data_time: 0.0053 loss: 1.1608 2023/03/25 23:50:27 - mmengine - INFO - Epoch(train) [149][4800/5005] lr: 2.2629e-03 eta: 1 day, 14:13:34 time: 0.1710 data_time: 0.0054 loss: 1.4954 2023/03/25 23:50:45 - mmengine - INFO - Epoch(train) [149][4900/5005] lr: 2.2629e-03 eta: 1 day, 14:13:15 time: 0.1701 data_time: 0.0056 loss: 1.3732 2023/03/25 23:51:02 - mmengine - INFO - Epoch(train) [149][5000/5005] lr: 2.2629e-03 eta: 1 day, 14:12:56 time: 0.1704 data_time: 0.0060 loss: 1.2082 2023/03/25 23:51:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:51:04 - mmengine - INFO - Saving checkpoint at 149 epochs 2023/03/25 23:51:12 - mmengine - INFO - Epoch(val) [149][100/196] eta: 0:00:06 time: 0.0610 data_time: 0.0238 2023/03/25 23:51:40 - mmengine - INFO - Epoch(val) [149][196/196] accuracy/top1: 70.4220 accuracy/top5: 89.4120data_time: 0.0677 time: 0.1011 2023/03/25 23:51:59 - mmengine - INFO - Epoch(train) [150][ 100/5005] lr: 2.2177e-03 eta: 1 day, 14:12:37 time: 0.1694 data_time: 0.0053 loss: 1.3319 2023/03/25 23:52:16 - mmengine - INFO - Epoch(train) [150][ 200/5005] lr: 2.2177e-03 eta: 1 day, 14:12:17 time: 0.1692 data_time: 0.0053 loss: 1.2969 2023/03/25 23:52:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:52:34 - mmengine - INFO - Epoch(train) [150][ 300/5005] lr: 2.2177e-03 eta: 1 day, 14:11:58 time: 0.1707 data_time: 0.0057 loss: 1.2245 2023/03/25 23:52:51 - mmengine - INFO - Epoch(train) [150][ 400/5005] lr: 2.2177e-03 eta: 1 day, 14:11:39 time: 0.1699 data_time: 0.0054 loss: 1.0482 2023/03/25 23:53:09 - mmengine - INFO - Epoch(train) [150][ 500/5005] lr: 2.2177e-03 eta: 1 day, 14:11:20 time: 0.1706 data_time: 0.0052 loss: 1.1790 2023/03/25 23:53:26 - mmengine - INFO - Epoch(train) [150][ 600/5005] lr: 2.2177e-03 eta: 1 day, 14:11:00 time: 0.1699 data_time: 0.0056 loss: 1.3537 2023/03/25 23:53:44 - mmengine - INFO - Epoch(train) [150][ 700/5005] lr: 2.2177e-03 eta: 1 day, 14:10:41 time: 0.1710 data_time: 0.0052 loss: 1.3421 2023/03/25 23:54:01 - mmengine - INFO - Epoch(train) [150][ 800/5005] lr: 2.2177e-03 eta: 1 day, 14:10:22 time: 0.1710 data_time: 0.0052 loss: 1.3839 2023/03/25 23:54:19 - mmengine - INFO - Epoch(train) [150][ 900/5005] lr: 2.2177e-03 eta: 1 day, 14:10:03 time: 0.1698 data_time: 0.0053 loss: 1.4513 2023/03/25 23:54:37 - mmengine - INFO - Epoch(train) [150][1000/5005] lr: 2.2177e-03 eta: 1 day, 14:09:44 time: 0.1950 data_time: 0.0055 loss: 1.2137 2023/03/25 23:54:54 - mmengine - INFO - Epoch(train) [150][1100/5005] lr: 2.2177e-03 eta: 1 day, 14:09:25 time: 0.1714 data_time: 0.0054 loss: 1.3759 2023/03/25 23:55:12 - mmengine - INFO - Epoch(train) [150][1200/5005] lr: 2.2177e-03 eta: 1 day, 14:09:06 time: 0.1725 data_time: 0.0054 loss: 1.3473 2023/03/25 23:55:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:55:30 - mmengine - INFO - Epoch(train) [150][1300/5005] lr: 2.2177e-03 eta: 1 day, 14:08:47 time: 0.1721 data_time: 0.0053 loss: 1.2236 2023/03/25 23:55:47 - mmengine - INFO - Epoch(train) [150][1400/5005] lr: 2.2177e-03 eta: 1 day, 14:08:27 time: 0.1702 data_time: 0.0052 loss: 1.3244 2023/03/25 23:56:05 - mmengine - INFO - Epoch(train) [150][1500/5005] lr: 2.2177e-03 eta: 1 day, 14:08:08 time: 0.1713 data_time: 0.0052 loss: 1.2707 2023/03/25 23:56:22 - mmengine - INFO - Epoch(train) [150][1600/5005] lr: 2.2177e-03 eta: 1 day, 14:07:48 time: 0.1703 data_time: 0.0055 loss: 1.3084 2023/03/25 23:56:40 - mmengine - INFO - Epoch(train) [150][1700/5005] lr: 2.2177e-03 eta: 1 day, 14:07:30 time: 0.1948 data_time: 0.0054 loss: 1.2225 2023/03/25 23:56:58 - mmengine - INFO - Epoch(train) [150][1800/5005] lr: 2.2177e-03 eta: 1 day, 14:07:11 time: 0.1716 data_time: 0.0055 loss: 1.4958 2023/03/25 23:57:15 - mmengine - INFO - Epoch(train) [150][1900/5005] lr: 2.2177e-03 eta: 1 day, 14:06:52 time: 0.1699 data_time: 0.0053 loss: 1.3217 2023/03/25 23:57:33 - mmengine - INFO - Epoch(train) [150][2000/5005] lr: 2.2177e-03 eta: 1 day, 14:06:33 time: 0.1701 data_time: 0.0054 loss: 1.3049 2023/03/25 23:57:51 - mmengine - INFO - Epoch(train) [150][2100/5005] lr: 2.2177e-03 eta: 1 day, 14:06:13 time: 0.1704 data_time: 0.0054 loss: 1.4009 2023/03/25 23:58:08 - mmengine - INFO - Epoch(train) [150][2200/5005] lr: 2.2177e-03 eta: 1 day, 14:05:54 time: 0.1704 data_time: 0.0053 loss: 1.5465 2023/03/25 23:58:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/25 23:58:25 - mmengine - INFO - Epoch(train) [150][2300/5005] lr: 2.2177e-03 eta: 1 day, 14:05:35 time: 0.1712 data_time: 0.0053 loss: 1.2394 2023/03/25 23:58:43 - mmengine - INFO - Epoch(train) [150][2400/5005] lr: 2.2177e-03 eta: 1 day, 14:05:15 time: 0.1712 data_time: 0.0054 loss: 1.2638 2023/03/25 23:59:00 - mmengine - INFO - Epoch(train) [150][2500/5005] lr: 2.2177e-03 eta: 1 day, 14:04:56 time: 0.1708 data_time: 0.0054 loss: 1.4320 2023/03/25 23:59:18 - mmengine - INFO - Epoch(train) [150][2600/5005] lr: 2.2177e-03 eta: 1 day, 14:04:37 time: 0.1720 data_time: 0.0055 loss: 1.2229 2023/03/25 23:59:36 - mmengine - INFO - Epoch(train) [150][2700/5005] lr: 2.2177e-03 eta: 1 day, 14:04:18 time: 0.1709 data_time: 0.0053 loss: 1.2347 2023/03/25 23:59:54 - mmengine - INFO - Epoch(train) [150][2800/5005] lr: 2.2177e-03 eta: 1 day, 14:04:00 time: 0.1713 data_time: 0.0054 loss: 1.3075 2023/03/26 00:00:12 - mmengine - INFO - Epoch(train) [150][2900/5005] lr: 2.2177e-03 eta: 1 day, 14:03:41 time: 0.1707 data_time: 0.0053 loss: 1.4234 2023/03/26 00:00:29 - mmengine - INFO - Epoch(train) [150][3000/5005] lr: 2.2177e-03 eta: 1 day, 14:03:21 time: 0.1712 data_time: 0.0054 loss: 1.1597 2023/03/26 00:00:47 - mmengine - INFO - Epoch(train) [150][3100/5005] lr: 2.2177e-03 eta: 1 day, 14:03:02 time: 0.1815 data_time: 0.0054 loss: 1.4055 2023/03/26 00:01:04 - mmengine - INFO - Epoch(train) [150][3200/5005] lr: 2.2177e-03 eta: 1 day, 14:02:43 time: 0.1898 data_time: 0.0052 loss: 1.5645 2023/03/26 00:01:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:01:22 - mmengine - INFO - Epoch(train) [150][3300/5005] lr: 2.2177e-03 eta: 1 day, 14:02:24 time: 0.1725 data_time: 0.0054 loss: 1.4045 2023/03/26 00:01:39 - mmengine - INFO - Epoch(train) [150][3400/5005] lr: 2.2177e-03 eta: 1 day, 14:02:04 time: 0.1715 data_time: 0.0054 loss: 1.3776 2023/03/26 00:01:57 - mmengine - INFO - Epoch(train) [150][3500/5005] lr: 2.2177e-03 eta: 1 day, 14:01:45 time: 0.1708 data_time: 0.0054 loss: 1.4028 2023/03/26 00:02:15 - mmengine - INFO - Epoch(train) [150][3600/5005] lr: 2.2177e-03 eta: 1 day, 14:01:26 time: 0.1707 data_time: 0.0054 loss: 1.5351 2023/03/26 00:02:33 - mmengine - INFO - Epoch(train) [150][3700/5005] lr: 2.2177e-03 eta: 1 day, 14:01:07 time: 0.1707 data_time: 0.0053 loss: 1.4074 2023/03/26 00:02:50 - mmengine - INFO - Epoch(train) [150][3800/5005] lr: 2.2177e-03 eta: 1 day, 14:00:48 time: 0.1839 data_time: 0.0053 loss: 1.4658 2023/03/26 00:03:08 - mmengine - INFO - Epoch(train) [150][3900/5005] lr: 2.2177e-03 eta: 1 day, 14:00:29 time: 0.1712 data_time: 0.0055 loss: 1.0685 2023/03/26 00:03:25 - mmengine - INFO - Epoch(train) [150][4000/5005] lr: 2.2177e-03 eta: 1 day, 14:00:10 time: 0.1712 data_time: 0.0052 loss: 1.6181 2023/03/26 00:03:43 - mmengine - INFO - Epoch(train) [150][4100/5005] lr: 2.2177e-03 eta: 1 day, 13:59:50 time: 0.1715 data_time: 0.0055 loss: 1.2886 2023/03/26 00:04:00 - mmengine - INFO - Epoch(train) [150][4200/5005] lr: 2.2177e-03 eta: 1 day, 13:59:31 time: 0.1726 data_time: 0.0054 loss: 1.4430 2023/03/26 00:04:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:04:18 - mmengine - INFO - Epoch(train) [150][4300/5005] lr: 2.2177e-03 eta: 1 day, 13:59:12 time: 0.1701 data_time: 0.0054 loss: 1.3395 2023/03/26 00:04:35 - mmengine - INFO - Epoch(train) [150][4400/5005] lr: 2.2177e-03 eta: 1 day, 13:58:53 time: 0.1706 data_time: 0.0054 loss: 1.3611 2023/03/26 00:04:53 - mmengine - INFO - Epoch(train) [150][4500/5005] lr: 2.2177e-03 eta: 1 day, 13:58:34 time: 0.1718 data_time: 0.0056 loss: 1.3860 2023/03/26 00:05:11 - mmengine - INFO - Epoch(train) [150][4600/5005] lr: 2.2177e-03 eta: 1 day, 13:58:15 time: 0.1709 data_time: 0.0054 loss: 1.2641 2023/03/26 00:05:29 - mmengine - INFO - Epoch(train) [150][4700/5005] lr: 2.2177e-03 eta: 1 day, 13:57:56 time: 0.1701 data_time: 0.0055 loss: 1.3646 2023/03/26 00:05:46 - mmengine - INFO - Epoch(train) [150][4800/5005] lr: 2.2177e-03 eta: 1 day, 13:57:37 time: 0.1708 data_time: 0.0056 loss: 1.1476 2023/03/26 00:06:04 - mmengine - INFO - Epoch(train) [150][4900/5005] lr: 2.2177e-03 eta: 1 day, 13:57:17 time: 0.1701 data_time: 0.0053 loss: 1.2896 2023/03/26 00:06:21 - mmengine - INFO - Epoch(train) [150][5000/5005] lr: 2.2177e-03 eta: 1 day, 13:56:58 time: 0.1711 data_time: 0.0060 loss: 1.2463 2023/03/26 00:06:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:06:22 - mmengine - INFO - Saving checkpoint at 150 epochs 2023/03/26 00:06:31 - mmengine - INFO - Epoch(val) [150][100/196] eta: 0:00:06 time: 0.0624 data_time: 0.0259 2023/03/26 00:06:59 - mmengine - INFO - Epoch(val) [150][196/196] accuracy/top1: 70.6020 accuracy/top5: 89.5280data_time: 0.0668 time: 0.1001 2023/03/26 00:07:18 - mmengine - INFO - Epoch(train) [151][ 100/5005] lr: 2.1733e-03 eta: 1 day, 13:56:39 time: 0.1710 data_time: 0.0055 loss: 1.3452 2023/03/26 00:07:35 - mmengine - INFO - Epoch(train) [151][ 200/5005] lr: 2.1733e-03 eta: 1 day, 13:56:20 time: 0.1709 data_time: 0.0053 loss: 1.2608 2023/03/26 00:07:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:07:53 - mmengine - INFO - Epoch(train) [151][ 300/5005] lr: 2.1733e-03 eta: 1 day, 13:56:01 time: 0.1712 data_time: 0.0055 loss: 1.2894 2023/03/26 00:08:11 - mmengine - INFO - Epoch(train) [151][ 400/5005] lr: 2.1733e-03 eta: 1 day, 13:55:42 time: 0.1700 data_time: 0.0054 loss: 1.3804 2023/03/26 00:08:29 - mmengine - INFO - Epoch(train) [151][ 500/5005] lr: 2.1733e-03 eta: 1 day, 13:55:23 time: 0.1699 data_time: 0.0054 loss: 1.2366 2023/03/26 00:08:46 - mmengine - INFO - Epoch(train) [151][ 600/5005] lr: 2.1733e-03 eta: 1 day, 13:55:04 time: 0.1710 data_time: 0.0054 loss: 1.3490 2023/03/26 00:09:04 - mmengine - INFO - Epoch(train) [151][ 700/5005] lr: 2.1733e-03 eta: 1 day, 13:54:45 time: 0.1711 data_time: 0.0053 loss: 1.5570 2023/03/26 00:09:21 - mmengine - INFO - Epoch(train) [151][ 800/5005] lr: 2.1733e-03 eta: 1 day, 13:54:26 time: 0.1724 data_time: 0.0056 loss: 1.4455 2023/03/26 00:09:39 - mmengine - INFO - Epoch(train) [151][ 900/5005] lr: 2.1733e-03 eta: 1 day, 13:54:06 time: 0.1698 data_time: 0.0054 loss: 1.3160 2023/03/26 00:09:56 - mmengine - INFO - Epoch(train) [151][1000/5005] lr: 2.1733e-03 eta: 1 day, 13:53:47 time: 0.1696 data_time: 0.0053 loss: 1.3154 2023/03/26 00:10:14 - mmengine - INFO - Epoch(train) [151][1100/5005] lr: 2.1733e-03 eta: 1 day, 13:53:28 time: 0.1697 data_time: 0.0053 loss: 1.1770 2023/03/26 00:10:31 - mmengine - INFO - Epoch(train) [151][1200/5005] lr: 2.1733e-03 eta: 1 day, 13:53:09 time: 0.1714 data_time: 0.0054 loss: 1.2985 2023/03/26 00:10:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:10:49 - mmengine - INFO - Epoch(train) [151][1300/5005] lr: 2.1733e-03 eta: 1 day, 13:52:50 time: 0.1908 data_time: 0.0052 loss: 1.2837 2023/03/26 00:11:07 - mmengine - INFO - Epoch(train) [151][1400/5005] lr: 2.1733e-03 eta: 1 day, 13:52:31 time: 0.1699 data_time: 0.0053 loss: 1.2707 2023/03/26 00:11:24 - mmengine - INFO - Epoch(train) [151][1500/5005] lr: 2.1733e-03 eta: 1 day, 13:52:12 time: 0.1713 data_time: 0.0056 loss: 1.2428 2023/03/26 00:11:42 - mmengine - INFO - Epoch(train) [151][1600/5005] lr: 2.1733e-03 eta: 1 day, 13:51:52 time: 0.1708 data_time: 0.0054 loss: 1.3147 2023/03/26 00:12:00 - mmengine - INFO - Epoch(train) [151][1700/5005] lr: 2.1733e-03 eta: 1 day, 13:51:33 time: 0.1707 data_time: 0.0053 loss: 1.2736 2023/03/26 00:12:17 - mmengine - INFO - Epoch(train) [151][1800/5005] lr: 2.1733e-03 eta: 1 day, 13:51:14 time: 0.1852 data_time: 0.0055 loss: 1.3042 2023/03/26 00:12:35 - mmengine - INFO - Epoch(train) [151][1900/5005] lr: 2.1733e-03 eta: 1 day, 13:50:55 time: 0.1701 data_time: 0.0054 loss: 1.2261 2023/03/26 00:12:52 - mmengine - INFO - Epoch(train) [151][2000/5005] lr: 2.1733e-03 eta: 1 day, 13:50:36 time: 0.1934 data_time: 0.0051 loss: 1.2298 2023/03/26 00:13:10 - mmengine - INFO - Epoch(train) [151][2100/5005] lr: 2.1733e-03 eta: 1 day, 13:50:16 time: 0.1703 data_time: 0.0054 loss: 1.2668 2023/03/26 00:13:28 - mmengine - INFO - Epoch(train) [151][2200/5005] lr: 2.1733e-03 eta: 1 day, 13:49:58 time: 0.1705 data_time: 0.0052 loss: 1.1490 2023/03/26 00:13:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:13:45 - mmengine - INFO - Epoch(train) [151][2300/5005] lr: 2.1733e-03 eta: 1 day, 13:49:38 time: 0.1726 data_time: 0.0052 loss: 1.1966 2023/03/26 00:14:03 - mmengine - INFO - Epoch(train) [151][2400/5005] lr: 2.1733e-03 eta: 1 day, 13:49:20 time: 0.1712 data_time: 0.0053 loss: 1.1792 2023/03/26 00:14:20 - mmengine - INFO - Epoch(train) [151][2500/5005] lr: 2.1733e-03 eta: 1 day, 13:49:00 time: 0.1704 data_time: 0.0054 loss: 1.2739 2023/03/26 00:14:38 - mmengine - INFO - Epoch(train) [151][2600/5005] lr: 2.1733e-03 eta: 1 day, 13:48:41 time: 0.1702 data_time: 0.0054 loss: 1.3463 2023/03/26 00:14:55 - mmengine - INFO - Epoch(train) [151][2700/5005] lr: 2.1733e-03 eta: 1 day, 13:48:22 time: 0.1703 data_time: 0.0052 loss: 1.4007 2023/03/26 00:15:13 - mmengine - INFO - Epoch(train) [151][2800/5005] lr: 2.1733e-03 eta: 1 day, 13:48:02 time: 0.1703 data_time: 0.0053 loss: 1.2290 2023/03/26 00:15:30 - mmengine - INFO - Epoch(train) [151][2900/5005] lr: 2.1733e-03 eta: 1 day, 13:47:44 time: 0.1712 data_time: 0.0054 loss: 1.1735 2023/03/26 00:15:48 - mmengine - INFO - Epoch(train) [151][3000/5005] lr: 2.1733e-03 eta: 1 day, 13:47:24 time: 0.1700 data_time: 0.0055 loss: 1.3369 2023/03/26 00:16:06 - mmengine - INFO - Epoch(train) [151][3100/5005] lr: 2.1733e-03 eta: 1 day, 13:47:05 time: 0.1709 data_time: 0.0055 loss: 1.2398 2023/03/26 00:16:24 - mmengine - INFO - Epoch(train) [151][3200/5005] lr: 2.1733e-03 eta: 1 day, 13:46:46 time: 0.1700 data_time: 0.0053 loss: 1.3364 2023/03/26 00:16:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:16:41 - mmengine - INFO - Epoch(train) [151][3300/5005] lr: 2.1733e-03 eta: 1 day, 13:46:27 time: 0.1701 data_time: 0.0053 loss: 1.2024 2023/03/26 00:16:59 - mmengine - INFO - Epoch(train) [151][3400/5005] lr: 2.1733e-03 eta: 1 day, 13:46:08 time: 0.1718 data_time: 0.0056 loss: 1.3167 2023/03/26 00:17:16 - mmengine - INFO - Epoch(train) [151][3500/5005] lr: 2.1733e-03 eta: 1 day, 13:45:49 time: 0.1698 data_time: 0.0055 loss: 1.3472 2023/03/26 00:17:33 - mmengine - INFO - Epoch(train) [151][3600/5005] lr: 2.1733e-03 eta: 1 day, 13:45:29 time: 0.1695 data_time: 0.0052 loss: 1.3008 2023/03/26 00:17:51 - mmengine - INFO - Epoch(train) [151][3700/5005] lr: 2.1733e-03 eta: 1 day, 13:45:10 time: 0.1713 data_time: 0.0053 loss: 1.4423 2023/03/26 00:18:09 - mmengine - INFO - Epoch(train) [151][3800/5005] lr: 2.1733e-03 eta: 1 day, 13:44:51 time: 0.1704 data_time: 0.0053 loss: 1.4528 2023/03/26 00:18:26 - mmengine - INFO - Epoch(train) [151][3900/5005] lr: 2.1733e-03 eta: 1 day, 13:44:32 time: 0.1699 data_time: 0.0053 loss: 1.3527 2023/03/26 00:18:44 - mmengine - INFO - Epoch(train) [151][4000/5005] lr: 2.1733e-03 eta: 1 day, 13:44:13 time: 0.1713 data_time: 0.0053 loss: 1.3660 2023/03/26 00:19:02 - mmengine - INFO - Epoch(train) [151][4100/5005] lr: 2.1733e-03 eta: 1 day, 13:43:54 time: 0.1708 data_time: 0.0053 loss: 1.4438 2023/03/26 00:19:19 - mmengine - INFO - Epoch(train) [151][4200/5005] lr: 2.1733e-03 eta: 1 day, 13:43:35 time: 0.1721 data_time: 0.0055 loss: 1.2616 2023/03/26 00:19:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:19:37 - mmengine - INFO - Epoch(train) [151][4300/5005] lr: 2.1733e-03 eta: 1 day, 13:43:16 time: 0.1703 data_time: 0.0054 loss: 1.3160 2023/03/26 00:19:54 - mmengine - INFO - Epoch(train) [151][4400/5005] lr: 2.1733e-03 eta: 1 day, 13:42:57 time: 0.1903 data_time: 0.0054 loss: 1.3571 2023/03/26 00:20:12 - mmengine - INFO - Epoch(train) [151][4500/5005] lr: 2.1733e-03 eta: 1 day, 13:42:37 time: 0.1701 data_time: 0.0054 loss: 1.1777 2023/03/26 00:20:29 - mmengine - INFO - Epoch(train) [151][4600/5005] lr: 2.1733e-03 eta: 1 day, 13:42:18 time: 0.1705 data_time: 0.0054 loss: 1.2070 2023/03/26 00:20:47 - mmengine - INFO - Epoch(train) [151][4700/5005] lr: 2.1733e-03 eta: 1 day, 13:41:59 time: 0.1709 data_time: 0.0053 loss: 1.3857 2023/03/26 00:21:05 - mmengine - INFO - Epoch(train) [151][4800/5005] lr: 2.1733e-03 eta: 1 day, 13:41:40 time: 0.1702 data_time: 0.0055 loss: 1.2216 2023/03/26 00:21:23 - mmengine - INFO - Epoch(train) [151][4900/5005] lr: 2.1733e-03 eta: 1 day, 13:41:21 time: 0.1723 data_time: 0.0053 loss: 1.5116 2023/03/26 00:21:40 - mmengine - INFO - Epoch(train) [151][5000/5005] lr: 2.1733e-03 eta: 1 day, 13:41:02 time: 0.1674 data_time: 0.0059 loss: 1.2276 2023/03/26 00:21:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:21:41 - mmengine - INFO - Saving checkpoint at 151 epochs 2023/03/26 00:21:49 - mmengine - INFO - Epoch(val) [151][100/196] eta: 0:00:06 time: 0.0630 data_time: 0.0273 2023/03/26 00:22:19 - mmengine - INFO - Epoch(val) [151][196/196] accuracy/top1: 70.2840 accuracy/top5: 89.4520data_time: 0.0669 time: 0.0998 2023/03/26 00:22:37 - mmengine - INFO - Epoch(train) [152][ 100/5005] lr: 2.1299e-03 eta: 1 day, 13:40:43 time: 0.1708 data_time: 0.0055 loss: 1.2945 2023/03/26 00:22:55 - mmengine - INFO - Epoch(train) [152][ 200/5005] lr: 2.1299e-03 eta: 1 day, 13:40:24 time: 0.1690 data_time: 0.0055 loss: 1.4331 2023/03/26 00:23:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:23:13 - mmengine - INFO - Epoch(train) [152][ 300/5005] lr: 2.1299e-03 eta: 1 day, 13:40:05 time: 0.1696 data_time: 0.0055 loss: 1.2126 2023/03/26 00:23:30 - mmengine - INFO - Epoch(train) [152][ 400/5005] lr: 2.1299e-03 eta: 1 day, 13:39:45 time: 0.1710 data_time: 0.0054 loss: 1.0800 2023/03/26 00:23:47 - mmengine - INFO - Epoch(train) [152][ 500/5005] lr: 2.1299e-03 eta: 1 day, 13:39:26 time: 0.1707 data_time: 0.0055 loss: 1.3568 2023/03/26 00:24:05 - mmengine - INFO - Epoch(train) [152][ 600/5005] lr: 2.1299e-03 eta: 1 day, 13:39:07 time: 0.1993 data_time: 0.0055 loss: 1.4281 2023/03/26 00:24:23 - mmengine - INFO - Epoch(train) [152][ 700/5005] lr: 2.1299e-03 eta: 1 day, 13:38:48 time: 0.1711 data_time: 0.0053 loss: 1.1660 2023/03/26 00:24:40 - mmengine - INFO - Epoch(train) [152][ 800/5005] lr: 2.1299e-03 eta: 1 day, 13:38:29 time: 0.1696 data_time: 0.0056 loss: 1.2376 2023/03/26 00:24:58 - mmengine - INFO - Epoch(train) [152][ 900/5005] lr: 2.1299e-03 eta: 1 day, 13:38:09 time: 0.1664 data_time: 0.0056 loss: 1.2504 2023/03/26 00:25:15 - mmengine - INFO - Epoch(train) [152][1000/5005] lr: 2.1299e-03 eta: 1 day, 13:37:51 time: 0.1701 data_time: 0.0054 loss: 1.4090 2023/03/26 00:25:33 - mmengine - INFO - Epoch(train) [152][1100/5005] lr: 2.1299e-03 eta: 1 day, 13:37:32 time: 0.1695 data_time: 0.0054 loss: 1.3160 2023/03/26 00:25:50 - mmengine - INFO - Epoch(train) [152][1200/5005] lr: 2.1299e-03 eta: 1 day, 13:37:12 time: 0.1711 data_time: 0.0058 loss: 1.1372 2023/03/26 00:25:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:26:08 - mmengine - INFO - Epoch(train) [152][1300/5005] lr: 2.1299e-03 eta: 1 day, 13:36:53 time: 0.1702 data_time: 0.0054 loss: 1.2708 2023/03/26 00:26:26 - mmengine - INFO - Epoch(train) [152][1400/5005] lr: 2.1299e-03 eta: 1 day, 13:36:34 time: 0.1899 data_time: 0.0054 loss: 1.2091 2023/03/26 00:26:43 - mmengine - INFO - Epoch(train) [152][1500/5005] lr: 2.1299e-03 eta: 1 day, 13:36:15 time: 0.1702 data_time: 0.0054 loss: 1.3909 2023/03/26 00:27:01 - mmengine - INFO - Epoch(train) [152][1600/5005] lr: 2.1299e-03 eta: 1 day, 13:35:56 time: 0.1706 data_time: 0.0056 loss: 1.3798 2023/03/26 00:27:18 - mmengine - INFO - Epoch(train) [152][1700/5005] lr: 2.1299e-03 eta: 1 day, 13:35:37 time: 0.1987 data_time: 0.0054 loss: 1.2610 2023/03/26 00:27:36 - mmengine - INFO - Epoch(train) [152][1800/5005] lr: 2.1299e-03 eta: 1 day, 13:35:17 time: 0.1705 data_time: 0.0057 loss: 1.2398 2023/03/26 00:27:54 - mmengine - INFO - Epoch(train) [152][1900/5005] lr: 2.1299e-03 eta: 1 day, 13:34:58 time: 0.1886 data_time: 0.0053 loss: 1.2255 2023/03/26 00:28:11 - mmengine - INFO - Epoch(train) [152][2000/5005] lr: 2.1299e-03 eta: 1 day, 13:34:39 time: 0.1698 data_time: 0.0056 loss: 1.1824 2023/03/26 00:28:29 - mmengine - INFO - Epoch(train) [152][2100/5005] lr: 2.1299e-03 eta: 1 day, 13:34:20 time: 0.1707 data_time: 0.0055 loss: 1.2436 2023/03/26 00:28:46 - mmengine - INFO - Epoch(train) [152][2200/5005] lr: 2.1299e-03 eta: 1 day, 13:34:01 time: 0.1723 data_time: 0.0055 loss: 1.3112 2023/03/26 00:28:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:29:04 - mmengine - INFO - Epoch(train) [152][2300/5005] lr: 2.1299e-03 eta: 1 day, 13:33:42 time: 0.1717 data_time: 0.0056 loss: 1.3763 2023/03/26 00:29:21 - mmengine - INFO - Epoch(train) [152][2400/5005] lr: 2.1299e-03 eta: 1 day, 13:33:22 time: 0.1707 data_time: 0.0056 loss: 1.4337 2023/03/26 00:29:39 - mmengine - INFO - Epoch(train) [152][2500/5005] lr: 2.1299e-03 eta: 1 day, 13:33:03 time: 0.1702 data_time: 0.0055 loss: 1.3002 2023/03/26 00:29:57 - mmengine - INFO - Epoch(train) [152][2600/5005] lr: 2.1299e-03 eta: 1 day, 13:32:44 time: 0.1725 data_time: 0.0055 loss: 1.4066 2023/03/26 00:30:14 - mmengine - INFO - Epoch(train) [152][2700/5005] lr: 2.1299e-03 eta: 1 day, 13:32:25 time: 0.1706 data_time: 0.0056 loss: 1.2212 2023/03/26 00:30:32 - mmengine - INFO - Epoch(train) [152][2800/5005] lr: 2.1299e-03 eta: 1 day, 13:32:06 time: 0.1810 data_time: 0.0054 loss: 1.3484 2023/03/26 00:30:50 - mmengine - INFO - Epoch(train) [152][2900/5005] lr: 2.1299e-03 eta: 1 day, 13:31:47 time: 0.1704 data_time: 0.0054 loss: 1.3528 2023/03/26 00:31:07 - mmengine - INFO - Epoch(train) [152][3000/5005] lr: 2.1299e-03 eta: 1 day, 13:31:28 time: 0.1708 data_time: 0.0055 loss: 1.1888 2023/03/26 00:31:25 - mmengine - INFO - Epoch(train) [152][3100/5005] lr: 2.1299e-03 eta: 1 day, 13:31:09 time: 0.1711 data_time: 0.0055 loss: 1.4746 2023/03/26 00:31:42 - mmengine - INFO - Epoch(train) [152][3200/5005] lr: 2.1299e-03 eta: 1 day, 13:30:50 time: 0.1711 data_time: 0.0054 loss: 1.3389 2023/03/26 00:31:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:32:00 - mmengine - INFO - Epoch(train) [152][3300/5005] lr: 2.1299e-03 eta: 1 day, 13:30:31 time: 0.1708 data_time: 0.0056 loss: 1.3490 2023/03/26 00:32:17 - mmengine - INFO - Epoch(train) [152][3400/5005] lr: 2.1299e-03 eta: 1 day, 13:30:11 time: 0.1728 data_time: 0.0054 loss: 1.3140 2023/03/26 00:32:35 - mmengine - INFO - Epoch(train) [152][3500/5005] lr: 2.1299e-03 eta: 1 day, 13:29:53 time: 0.1703 data_time: 0.0055 loss: 1.2080 2023/03/26 00:32:53 - mmengine - INFO - Epoch(train) [152][3600/5005] lr: 2.1299e-03 eta: 1 day, 13:29:33 time: 0.1710 data_time: 0.0057 loss: 1.2008 2023/03/26 00:33:11 - mmengine - INFO - Epoch(train) [152][3700/5005] lr: 2.1299e-03 eta: 1 day, 13:29:14 time: 0.1706 data_time: 0.0053 loss: 1.3606 2023/03/26 00:33:28 - mmengine - INFO - Epoch(train) [152][3800/5005] lr: 2.1299e-03 eta: 1 day, 13:28:55 time: 0.1701 data_time: 0.0054 loss: 1.3004 2023/03/26 00:33:46 - mmengine - INFO - Epoch(train) [152][3900/5005] lr: 2.1299e-03 eta: 1 day, 13:28:36 time: 0.1704 data_time: 0.0054 loss: 1.2125 2023/03/26 00:34:03 - mmengine - INFO - Epoch(train) [152][4000/5005] lr: 2.1299e-03 eta: 1 day, 13:28:17 time: 0.1702 data_time: 0.0055 loss: 1.2246 2023/03/26 00:34:21 - mmengine - INFO - Epoch(train) [152][4100/5005] lr: 2.1299e-03 eta: 1 day, 13:27:58 time: 0.1701 data_time: 0.0054 loss: 1.4578 2023/03/26 00:34:39 - mmengine - INFO - Epoch(train) [152][4200/5005] lr: 2.1299e-03 eta: 1 day, 13:27:39 time: 0.1714 data_time: 0.0054 loss: 1.2605 2023/03/26 00:34:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:34:56 - mmengine - INFO - Epoch(train) [152][4300/5005] lr: 2.1299e-03 eta: 1 day, 13:27:20 time: 0.1715 data_time: 0.0057 loss: 1.2993 2023/03/26 00:35:14 - mmengine - INFO - Epoch(train) [152][4400/5005] lr: 2.1299e-03 eta: 1 day, 13:27:01 time: 0.1718 data_time: 0.0055 loss: 1.2334 2023/03/26 00:35:31 - mmengine - INFO - Epoch(train) [152][4500/5005] lr: 2.1299e-03 eta: 1 day, 13:26:41 time: 0.1704 data_time: 0.0058 loss: 1.3212 2023/03/26 00:35:49 - mmengine - INFO - Epoch(train) [152][4600/5005] lr: 2.1299e-03 eta: 1 day, 13:26:23 time: 0.1716 data_time: 0.0055 loss: 1.1251 2023/03/26 00:36:07 - mmengine - INFO - Epoch(train) [152][4700/5005] lr: 2.1299e-03 eta: 1 day, 13:26:04 time: 0.1716 data_time: 0.0057 loss: 1.2467 2023/03/26 00:36:24 - mmengine - INFO - Epoch(train) [152][4800/5005] lr: 2.1299e-03 eta: 1 day, 13:25:45 time: 0.1710 data_time: 0.0055 loss: 1.3811 2023/03/26 00:36:42 - mmengine - INFO - Epoch(train) [152][4900/5005] lr: 2.1299e-03 eta: 1 day, 13:25:25 time: 0.1693 data_time: 0.0055 loss: 1.4970 2023/03/26 00:36:59 - mmengine - INFO - Epoch(train) [152][5000/5005] lr: 2.1299e-03 eta: 1 day, 13:25:06 time: 0.1680 data_time: 0.0062 loss: 1.2419 2023/03/26 00:37:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:37:01 - mmengine - INFO - Saving checkpoint at 152 epochs 2023/03/26 00:37:09 - mmengine - INFO - Epoch(val) [152][100/196] eta: 0:00:06 time: 0.0612 data_time: 0.0254 2023/03/26 00:37:38 - mmengine - INFO - Epoch(val) [152][196/196] accuracy/top1: 70.3980 accuracy/top5: 89.6100data_time: 0.0687 time: 0.1029 2023/03/26 00:37:56 - mmengine - INFO - Epoch(train) [153][ 100/5005] lr: 2.0873e-03 eta: 1 day, 13:24:47 time: 0.1698 data_time: 0.0056 loss: 1.3914 2023/03/26 00:38:14 - mmengine - INFO - Epoch(train) [153][ 200/5005] lr: 2.0873e-03 eta: 1 day, 13:24:28 time: 0.1919 data_time: 0.0052 loss: 1.3323 2023/03/26 00:38:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:38:31 - mmengine - INFO - Epoch(train) [153][ 300/5005] lr: 2.0873e-03 eta: 1 day, 13:24:09 time: 0.1700 data_time: 0.0055 loss: 1.3422 2023/03/26 00:38:49 - mmengine - INFO - Epoch(train) [153][ 400/5005] lr: 2.0873e-03 eta: 1 day, 13:23:50 time: 0.1693 data_time: 0.0054 loss: 1.2263 2023/03/26 00:39:07 - mmengine - INFO - Epoch(train) [153][ 500/5005] lr: 2.0873e-03 eta: 1 day, 13:23:31 time: 0.1921 data_time: 0.0055 loss: 1.2812 2023/03/26 00:39:24 - mmengine - INFO - Epoch(train) [153][ 600/5005] lr: 2.0873e-03 eta: 1 day, 13:23:12 time: 0.1693 data_time: 0.0056 loss: 1.1477 2023/03/26 00:39:42 - mmengine - INFO - Epoch(train) [153][ 700/5005] lr: 2.0873e-03 eta: 1 day, 13:22:52 time: 0.1702 data_time: 0.0056 loss: 1.3100 2023/03/26 00:39:59 - mmengine - INFO - Epoch(train) [153][ 800/5005] lr: 2.0873e-03 eta: 1 day, 13:22:33 time: 0.1699 data_time: 0.0054 loss: 1.3136 2023/03/26 00:40:16 - mmengine - INFO - Epoch(train) [153][ 900/5005] lr: 2.0873e-03 eta: 1 day, 13:22:14 time: 0.1714 data_time: 0.0054 loss: 1.4080 2023/03/26 00:40:34 - mmengine - INFO - Epoch(train) [153][1000/5005] lr: 2.0873e-03 eta: 1 day, 13:21:55 time: 0.1931 data_time: 0.0056 loss: 1.3449 2023/03/26 00:40:52 - mmengine - INFO - Epoch(train) [153][1100/5005] lr: 2.0873e-03 eta: 1 day, 13:21:36 time: 0.1702 data_time: 0.0056 loss: 1.3250 2023/03/26 00:41:09 - mmengine - INFO - Epoch(train) [153][1200/5005] lr: 2.0873e-03 eta: 1 day, 13:21:17 time: 0.1692 data_time: 0.0054 loss: 1.1871 2023/03/26 00:41:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:41:27 - mmengine - INFO - Epoch(train) [153][1300/5005] lr: 2.0873e-03 eta: 1 day, 13:20:57 time: 0.1701 data_time: 0.0055 loss: 1.4263 2023/03/26 00:41:44 - mmengine - INFO - Epoch(train) [153][1400/5005] lr: 2.0873e-03 eta: 1 day, 13:20:38 time: 0.1698 data_time: 0.0055 loss: 1.4283 2023/03/26 00:42:02 - mmengine - INFO - Epoch(train) [153][1500/5005] lr: 2.0873e-03 eta: 1 day, 13:20:19 time: 0.1689 data_time: 0.0054 loss: 1.3485 2023/03/26 00:42:19 - mmengine - INFO - Epoch(train) [153][1600/5005] lr: 2.0873e-03 eta: 1 day, 13:20:00 time: 0.1700 data_time: 0.0057 loss: 1.4316 2023/03/26 00:42:37 - mmengine - INFO - Epoch(train) [153][1700/5005] lr: 2.0873e-03 eta: 1 day, 13:19:41 time: 0.1708 data_time: 0.0055 loss: 1.2464 2023/03/26 00:42:54 - mmengine - INFO - Epoch(train) [153][1800/5005] lr: 2.0873e-03 eta: 1 day, 13:19:22 time: 0.1688 data_time: 0.0055 loss: 1.2346 2023/03/26 00:43:12 - mmengine - INFO - Epoch(train) [153][1900/5005] lr: 2.0873e-03 eta: 1 day, 13:19:02 time: 0.1687 data_time: 0.0054 loss: 1.2539 2023/03/26 00:43:30 - mmengine - INFO - Epoch(train) [153][2000/5005] lr: 2.0873e-03 eta: 1 day, 13:18:43 time: 0.1707 data_time: 0.0053 loss: 1.3000 2023/03/26 00:43:47 - mmengine - INFO - Epoch(train) [153][2100/5005] lr: 2.0873e-03 eta: 1 day, 13:18:24 time: 0.1708 data_time: 0.0054 loss: 1.4407 2023/03/26 00:44:05 - mmengine - INFO - Epoch(train) [153][2200/5005] lr: 2.0873e-03 eta: 1 day, 13:18:05 time: 0.1950 data_time: 0.0052 loss: 1.5923 2023/03/26 00:44:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:44:22 - mmengine - INFO - Epoch(train) [153][2300/5005] lr: 2.0873e-03 eta: 1 day, 13:17:46 time: 0.1712 data_time: 0.0056 loss: 1.4177 2023/03/26 00:44:40 - mmengine - INFO - Epoch(train) [153][2400/5005] lr: 2.0873e-03 eta: 1 day, 13:17:27 time: 0.1694 data_time: 0.0053 loss: 1.3260 2023/03/26 00:44:57 - mmengine - INFO - Epoch(train) [153][2500/5005] lr: 2.0873e-03 eta: 1 day, 13:17:08 time: 0.1705 data_time: 0.0053 loss: 1.2634 2023/03/26 00:45:15 - mmengine - INFO - Epoch(train) [153][2600/5005] lr: 2.0873e-03 eta: 1 day, 13:16:49 time: 0.1718 data_time: 0.0054 loss: 1.3738 2023/03/26 00:45:33 - mmengine - INFO - Epoch(train) [153][2700/5005] lr: 2.0873e-03 eta: 1 day, 13:16:30 time: 0.1694 data_time: 0.0053 loss: 1.3141 2023/03/26 00:45:50 - mmengine - INFO - Epoch(train) [153][2800/5005] lr: 2.0873e-03 eta: 1 day, 13:16:11 time: 0.1705 data_time: 0.0057 loss: 1.4286 2023/03/26 00:46:08 - mmengine - INFO - Epoch(train) [153][2900/5005] lr: 2.0873e-03 eta: 1 day, 13:15:51 time: 0.1848 data_time: 0.0054 loss: 1.3503 2023/03/26 00:46:25 - mmengine - INFO - Epoch(train) [153][3000/5005] lr: 2.0873e-03 eta: 1 day, 13:15:32 time: 0.1701 data_time: 0.0054 loss: 1.1585 2023/03/26 00:46:43 - mmengine - INFO - Epoch(train) [153][3100/5005] lr: 2.0873e-03 eta: 1 day, 13:15:13 time: 0.1835 data_time: 0.0054 loss: 1.2398 2023/03/26 00:47:01 - mmengine - INFO - Epoch(train) [153][3200/5005] lr: 2.0873e-03 eta: 1 day, 13:14:54 time: 0.1706 data_time: 0.0055 loss: 1.3114 2023/03/26 00:47:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:47:18 - mmengine - INFO - Epoch(train) [153][3300/5005] lr: 2.0873e-03 eta: 1 day, 13:14:35 time: 0.1699 data_time: 0.0056 loss: 1.1873 2023/03/26 00:47:35 - mmengine - INFO - Epoch(train) [153][3400/5005] lr: 2.0873e-03 eta: 1 day, 13:14:16 time: 0.1699 data_time: 0.0053 loss: 1.2186 2023/03/26 00:47:53 - mmengine - INFO - Epoch(train) [153][3500/5005] lr: 2.0873e-03 eta: 1 day, 13:13:57 time: 0.1874 data_time: 0.0053 loss: 1.3797 2023/03/26 00:48:11 - mmengine - INFO - Epoch(train) [153][3600/5005] lr: 2.0873e-03 eta: 1 day, 13:13:38 time: 0.1723 data_time: 0.0055 loss: 1.1882 2023/03/26 00:48:28 - mmengine - INFO - Epoch(train) [153][3700/5005] lr: 2.0873e-03 eta: 1 day, 13:13:19 time: 0.1701 data_time: 0.0054 loss: 1.1584 2023/03/26 00:48:46 - mmengine - INFO - Epoch(train) [153][3800/5005] lr: 2.0873e-03 eta: 1 day, 13:13:00 time: 0.1695 data_time: 0.0054 loss: 1.1775 2023/03/26 00:49:04 - mmengine - INFO - Epoch(train) [153][3900/5005] lr: 2.0873e-03 eta: 1 day, 13:12:41 time: 0.1918 data_time: 0.0053 loss: 1.3782 2023/03/26 00:49:21 - mmengine - INFO - Epoch(train) [153][4000/5005] lr: 2.0873e-03 eta: 1 day, 13:12:21 time: 0.1708 data_time: 0.0056 loss: 1.1745 2023/03/26 00:49:39 - mmengine - INFO - Epoch(train) [153][4100/5005] lr: 2.0873e-03 eta: 1 day, 13:12:02 time: 0.1694 data_time: 0.0053 loss: 1.4067 2023/03/26 00:49:56 - mmengine - INFO - Epoch(train) [153][4200/5005] lr: 2.0873e-03 eta: 1 day, 13:11:43 time: 0.1702 data_time: 0.0055 loss: 1.4405 2023/03/26 00:50:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:50:14 - mmengine - INFO - Epoch(train) [153][4300/5005] lr: 2.0873e-03 eta: 1 day, 13:11:24 time: 0.1708 data_time: 0.0056 loss: 1.3372 2023/03/26 00:50:31 - mmengine - INFO - Epoch(train) [153][4400/5005] lr: 2.0873e-03 eta: 1 day, 13:11:05 time: 0.1888 data_time: 0.0053 loss: 1.4314 2023/03/26 00:50:49 - mmengine - INFO - Epoch(train) [153][4500/5005] lr: 2.0873e-03 eta: 1 day, 13:10:46 time: 0.1838 data_time: 0.0053 loss: 1.3316 2023/03/26 00:51:07 - mmengine - INFO - Epoch(train) [153][4600/5005] lr: 2.0873e-03 eta: 1 day, 13:10:27 time: 0.1702 data_time: 0.0054 loss: 1.2664 2023/03/26 00:51:24 - mmengine - INFO - Epoch(train) [153][4700/5005] lr: 2.0873e-03 eta: 1 day, 13:10:08 time: 0.1699 data_time: 0.0054 loss: 1.3535 2023/03/26 00:51:42 - mmengine - INFO - Epoch(train) [153][4800/5005] lr: 2.0873e-03 eta: 1 day, 13:09:49 time: 0.1701 data_time: 0.0057 loss: 1.3729 2023/03/26 00:51:59 - mmengine - INFO - Epoch(train) [153][4900/5005] lr: 2.0873e-03 eta: 1 day, 13:09:29 time: 0.1704 data_time: 0.0055 loss: 1.3011 2023/03/26 00:52:16 - mmengine - INFO - Epoch(train) [153][5000/5005] lr: 2.0873e-03 eta: 1 day, 13:09:10 time: 0.1688 data_time: 0.0060 loss: 1.1982 2023/03/26 00:52:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:52:18 - mmengine - INFO - Saving checkpoint at 153 epochs 2023/03/26 00:52:26 - mmengine - INFO - Epoch(val) [153][100/196] eta: 0:00:06 time: 0.0626 data_time: 0.0259 2023/03/26 00:52:54 - mmengine - INFO - Epoch(val) [153][196/196] accuracy/top1: 70.4780 accuracy/top5: 89.4580data_time: 0.0678 time: 0.1016 2023/03/26 00:53:13 - mmengine - INFO - Epoch(train) [154][ 100/5005] lr: 2.0455e-03 eta: 1 day, 13:08:51 time: 0.1727 data_time: 0.0054 loss: 1.3685 2023/03/26 00:53:31 - mmengine - INFO - Epoch(train) [154][ 200/5005] lr: 2.0455e-03 eta: 1 day, 13:08:33 time: 0.1694 data_time: 0.0053 loss: 1.2177 2023/03/26 00:53:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:53:49 - mmengine - INFO - Epoch(train) [154][ 300/5005] lr: 2.0455e-03 eta: 1 day, 13:08:13 time: 0.1699 data_time: 0.0055 loss: 1.4941 2023/03/26 00:54:06 - mmengine - INFO - Epoch(train) [154][ 400/5005] lr: 2.0455e-03 eta: 1 day, 13:07:54 time: 0.1688 data_time: 0.0053 loss: 1.3270 2023/03/26 00:54:24 - mmengine - INFO - Epoch(train) [154][ 500/5005] lr: 2.0455e-03 eta: 1 day, 13:07:35 time: 0.1688 data_time: 0.0054 loss: 1.1729 2023/03/26 00:54:41 - mmengine - INFO - Epoch(train) [154][ 600/5005] lr: 2.0455e-03 eta: 1 day, 13:07:16 time: 0.1694 data_time: 0.0054 loss: 1.3364 2023/03/26 00:54:58 - mmengine - INFO - Epoch(train) [154][ 700/5005] lr: 2.0455e-03 eta: 1 day, 13:06:57 time: 0.1709 data_time: 0.0054 loss: 1.2741 2023/03/26 00:55:16 - mmengine - INFO - Epoch(train) [154][ 800/5005] lr: 2.0455e-03 eta: 1 day, 13:06:37 time: 0.1710 data_time: 0.0054 loss: 1.2752 2023/03/26 00:55:34 - mmengine - INFO - Epoch(train) [154][ 900/5005] lr: 2.0455e-03 eta: 1 day, 13:06:18 time: 0.1697 data_time: 0.0054 loss: 1.2788 2023/03/26 00:55:52 - mmengine - INFO - Epoch(train) [154][1000/5005] lr: 2.0455e-03 eta: 1 day, 13:06:00 time: 0.1696 data_time: 0.0053 loss: 1.4915 2023/03/26 00:56:09 - mmengine - INFO - Epoch(train) [154][1100/5005] lr: 2.0455e-03 eta: 1 day, 13:05:41 time: 0.1705 data_time: 0.0054 loss: 1.3400 2023/03/26 00:56:27 - mmengine - INFO - Epoch(train) [154][1200/5005] lr: 2.0455e-03 eta: 1 day, 13:05:21 time: 0.1709 data_time: 0.0054 loss: 1.3354 2023/03/26 00:56:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:56:44 - mmengine - INFO - Epoch(train) [154][1300/5005] lr: 2.0455e-03 eta: 1 day, 13:05:02 time: 0.1714 data_time: 0.0053 loss: 1.1283 2023/03/26 00:57:02 - mmengine - INFO - Epoch(train) [154][1400/5005] lr: 2.0455e-03 eta: 1 day, 13:04:43 time: 0.1699 data_time: 0.0052 loss: 1.3506 2023/03/26 00:57:19 - mmengine - INFO - Epoch(train) [154][1500/5005] lr: 2.0455e-03 eta: 1 day, 13:04:24 time: 0.1711 data_time: 0.0054 loss: 1.3280 2023/03/26 00:57:37 - mmengine - INFO - Epoch(train) [154][1600/5005] lr: 2.0455e-03 eta: 1 day, 13:04:05 time: 0.1705 data_time: 0.0054 loss: 1.1919 2023/03/26 00:57:55 - mmengine - INFO - Epoch(train) [154][1700/5005] lr: 2.0455e-03 eta: 1 day, 13:03:46 time: 0.1701 data_time: 0.0053 loss: 1.1975 2023/03/26 00:58:13 - mmengine - INFO - Epoch(train) [154][1800/5005] lr: 2.0455e-03 eta: 1 day, 13:03:28 time: 0.1912 data_time: 0.0055 loss: 1.2740 2023/03/26 00:58:30 - mmengine - INFO - Epoch(train) [154][1900/5005] lr: 2.0455e-03 eta: 1 day, 13:03:08 time: 0.1699 data_time: 0.0053 loss: 1.3143 2023/03/26 00:58:48 - mmengine - INFO - Epoch(train) [154][2000/5005] lr: 2.0455e-03 eta: 1 day, 13:02:49 time: 0.1704 data_time: 0.0052 loss: 1.2714 2023/03/26 00:59:05 - mmengine - INFO - Epoch(train) [154][2100/5005] lr: 2.0455e-03 eta: 1 day, 13:02:30 time: 0.1710 data_time: 0.0053 loss: 1.2693 2023/03/26 00:59:23 - mmengine - INFO - Epoch(train) [154][2200/5005] lr: 2.0455e-03 eta: 1 day, 13:02:11 time: 0.1712 data_time: 0.0054 loss: 1.1725 2023/03/26 00:59:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 00:59:40 - mmengine - INFO - Epoch(train) [154][2300/5005] lr: 2.0455e-03 eta: 1 day, 13:01:52 time: 0.1704 data_time: 0.0056 loss: 1.2779 2023/03/26 00:59:58 - mmengine - INFO - Epoch(train) [154][2400/5005] lr: 2.0455e-03 eta: 1 day, 13:01:33 time: 0.1706 data_time: 0.0053 loss: 1.3014 2023/03/26 01:00:16 - mmengine - INFO - Epoch(train) [154][2500/5005] lr: 2.0455e-03 eta: 1 day, 13:01:14 time: 0.1699 data_time: 0.0053 loss: 1.2702 2023/03/26 01:00:33 - mmengine - INFO - Epoch(train) [154][2600/5005] lr: 2.0455e-03 eta: 1 day, 13:00:55 time: 0.1705 data_time: 0.0054 loss: 1.1804 2023/03/26 01:00:51 - mmengine - INFO - Epoch(train) [154][2700/5005] lr: 2.0455e-03 eta: 1 day, 13:00:36 time: 0.1702 data_time: 0.0053 loss: 1.1820 2023/03/26 01:01:08 - mmengine - INFO - Epoch(train) [154][2800/5005] lr: 2.0455e-03 eta: 1 day, 13:00:17 time: 0.1705 data_time: 0.0053 loss: 1.3074 2023/03/26 01:01:26 - mmengine - INFO - Epoch(train) [154][2900/5005] lr: 2.0455e-03 eta: 1 day, 12:59:57 time: 0.1689 data_time: 0.0055 loss: 1.0700 2023/03/26 01:01:43 - mmengine - INFO - Epoch(train) [154][3000/5005] lr: 2.0455e-03 eta: 1 day, 12:59:38 time: 0.1712 data_time: 0.0052 loss: 1.2515 2023/03/26 01:02:01 - mmengine - INFO - Epoch(train) [154][3100/5005] lr: 2.0455e-03 eta: 1 day, 12:59:19 time: 0.1702 data_time: 0.0051 loss: 1.3851 2023/03/26 01:02:19 - mmengine - INFO - Epoch(train) [154][3200/5005] lr: 2.0455e-03 eta: 1 day, 12:59:00 time: 0.1707 data_time: 0.0056 loss: 1.2503 2023/03/26 01:02:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:02:36 - mmengine - INFO - Epoch(train) [154][3300/5005] lr: 2.0455e-03 eta: 1 day, 12:58:41 time: 0.1702 data_time: 0.0053 loss: 1.1891 2023/03/26 01:02:54 - mmengine - INFO - Epoch(train) [154][3400/5005] lr: 2.0455e-03 eta: 1 day, 12:58:22 time: 0.1700 data_time: 0.0052 loss: 1.4515 2023/03/26 01:03:11 - mmengine - INFO - Epoch(train) [154][3500/5005] lr: 2.0455e-03 eta: 1 day, 12:58:03 time: 0.1711 data_time: 0.0053 loss: 1.3386 2023/03/26 01:03:29 - mmengine - INFO - Epoch(train) [154][3600/5005] lr: 2.0455e-03 eta: 1 day, 12:57:44 time: 0.1706 data_time: 0.0053 loss: 1.1842 2023/03/26 01:03:46 - mmengine - INFO - Epoch(train) [154][3700/5005] lr: 2.0455e-03 eta: 1 day, 12:57:25 time: 0.1706 data_time: 0.0052 loss: 1.1829 2023/03/26 01:04:04 - mmengine - INFO - Epoch(train) [154][3800/5005] lr: 2.0455e-03 eta: 1 day, 12:57:06 time: 0.1706 data_time: 0.0053 loss: 1.3164 2023/03/26 01:04:22 - mmengine - INFO - Epoch(train) [154][3900/5005] lr: 2.0455e-03 eta: 1 day, 12:56:47 time: 0.1699 data_time: 0.0052 loss: 1.3663 2023/03/26 01:04:40 - mmengine - INFO - Epoch(train) [154][4000/5005] lr: 2.0455e-03 eta: 1 day, 12:56:28 time: 0.1700 data_time: 0.0054 loss: 1.3546 2023/03/26 01:04:57 - mmengine - INFO - Epoch(train) [154][4100/5005] lr: 2.0455e-03 eta: 1 day, 12:56:09 time: 0.1902 data_time: 0.0053 loss: 1.3145 2023/03/26 01:05:15 - mmengine - INFO - Epoch(train) [154][4200/5005] lr: 2.0455e-03 eta: 1 day, 12:55:50 time: 0.1711 data_time: 0.0054 loss: 1.3715 2023/03/26 01:05:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:05:32 - mmengine - INFO - Epoch(train) [154][4300/5005] lr: 2.0455e-03 eta: 1 day, 12:55:31 time: 0.1707 data_time: 0.0053 loss: 1.5126 2023/03/26 01:05:50 - mmengine - INFO - Epoch(train) [154][4400/5005] lr: 2.0455e-03 eta: 1 day, 12:55:11 time: 0.1703 data_time: 0.0052 loss: 1.4345 2023/03/26 01:06:07 - mmengine - INFO - Epoch(train) [154][4500/5005] lr: 2.0455e-03 eta: 1 day, 12:54:52 time: 0.1967 data_time: 0.0054 loss: 1.1763 2023/03/26 01:06:25 - mmengine - INFO - Epoch(train) [154][4600/5005] lr: 2.0455e-03 eta: 1 day, 12:54:33 time: 0.1711 data_time: 0.0055 loss: 1.1653 2023/03/26 01:06:43 - mmengine - INFO - Epoch(train) [154][4700/5005] lr: 2.0455e-03 eta: 1 day, 12:54:15 time: 0.1701 data_time: 0.0052 loss: 1.2936 2023/03/26 01:07:00 - mmengine - INFO - Epoch(train) [154][4800/5005] lr: 2.0455e-03 eta: 1 day, 12:53:56 time: 0.1698 data_time: 0.0054 loss: 1.2233 2023/03/26 01:07:18 - mmengine - INFO - Epoch(train) [154][4900/5005] lr: 2.0455e-03 eta: 1 day, 12:53:36 time: 0.1712 data_time: 0.0053 loss: 1.2487 2023/03/26 01:07:35 - mmengine - INFO - Epoch(train) [154][5000/5005] lr: 2.0455e-03 eta: 1 day, 12:53:17 time: 0.1688 data_time: 0.0059 loss: 1.2518 2023/03/26 01:07:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:07:37 - mmengine - INFO - Saving checkpoint at 154 epochs 2023/03/26 01:07:45 - mmengine - INFO - Epoch(val) [154][100/196] eta: 0:00:07 time: 0.0609 data_time: 0.0241 2023/03/26 01:08:14 - mmengine - INFO - Epoch(val) [154][196/196] accuracy/top1: 70.3380 accuracy/top5: 89.5580data_time: 0.0687 time: 0.1007 2023/03/26 01:08:32 - mmengine - INFO - Epoch(train) [155][ 100/5005] lr: 2.0046e-03 eta: 1 day, 12:52:58 time: 0.1729 data_time: 0.0054 loss: 1.1547 2023/03/26 01:08:50 - mmengine - INFO - Epoch(train) [155][ 200/5005] lr: 2.0046e-03 eta: 1 day, 12:52:39 time: 0.1698 data_time: 0.0058 loss: 1.4645 2023/03/26 01:08:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:09:07 - mmengine - INFO - Epoch(train) [155][ 300/5005] lr: 2.0046e-03 eta: 1 day, 12:52:20 time: 0.1729 data_time: 0.0057 loss: 1.3495 2023/03/26 01:09:25 - mmengine - INFO - Epoch(train) [155][ 400/5005] lr: 2.0046e-03 eta: 1 day, 12:52:01 time: 0.1701 data_time: 0.0055 loss: 1.2327 2023/03/26 01:09:43 - mmengine - INFO - Epoch(train) [155][ 500/5005] lr: 2.0046e-03 eta: 1 day, 12:51:42 time: 0.1964 data_time: 0.0060 loss: 1.3706 2023/03/26 01:10:01 - mmengine - INFO - Epoch(train) [155][ 600/5005] lr: 2.0046e-03 eta: 1 day, 12:51:23 time: 0.1927 data_time: 0.0055 loss: 1.4599 2023/03/26 01:10:19 - mmengine - INFO - Epoch(train) [155][ 700/5005] lr: 2.0046e-03 eta: 1 day, 12:51:04 time: 0.1716 data_time: 0.0060 loss: 1.5661 2023/03/26 01:10:36 - mmengine - INFO - Epoch(train) [155][ 800/5005] lr: 2.0046e-03 eta: 1 day, 12:50:45 time: 0.1695 data_time: 0.0055 loss: 1.3261 2023/03/26 01:10:53 - mmengine - INFO - Epoch(train) [155][ 900/5005] lr: 2.0046e-03 eta: 1 day, 12:50:26 time: 0.1711 data_time: 0.0058 loss: 1.2721 2023/03/26 01:11:11 - mmengine - INFO - Epoch(train) [155][1000/5005] lr: 2.0046e-03 eta: 1 day, 12:50:07 time: 0.1718 data_time: 0.0057 loss: 1.3498 2023/03/26 01:11:29 - mmengine - INFO - Epoch(train) [155][1100/5005] lr: 2.0046e-03 eta: 1 day, 12:49:48 time: 0.1708 data_time: 0.0057 loss: 1.2076 2023/03/26 01:11:46 - mmengine - INFO - Epoch(train) [155][1200/5005] lr: 2.0046e-03 eta: 1 day, 12:49:29 time: 0.1696 data_time: 0.0056 loss: 1.1414 2023/03/26 01:11:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:12:04 - mmengine - INFO - Epoch(train) [155][1300/5005] lr: 2.0046e-03 eta: 1 day, 12:49:10 time: 0.1710 data_time: 0.0055 loss: 1.4018 2023/03/26 01:12:22 - mmengine - INFO - Epoch(train) [155][1400/5005] lr: 2.0046e-03 eta: 1 day, 12:48:51 time: 0.1710 data_time: 0.0055 loss: 1.2581 2023/03/26 01:12:40 - mmengine - INFO - Epoch(train) [155][1500/5005] lr: 2.0046e-03 eta: 1 day, 12:48:32 time: 0.1709 data_time: 0.0056 loss: 1.3090 2023/03/26 01:12:57 - mmengine - INFO - Epoch(train) [155][1600/5005] lr: 2.0046e-03 eta: 1 day, 12:48:13 time: 0.1710 data_time: 0.0056 loss: 1.1201 2023/03/26 01:13:15 - mmengine - INFO - Epoch(train) [155][1700/5005] lr: 2.0046e-03 eta: 1 day, 12:47:54 time: 0.1715 data_time: 0.0054 loss: 1.3374 2023/03/26 01:13:32 - mmengine - INFO - Epoch(train) [155][1800/5005] lr: 2.0046e-03 eta: 1 day, 12:47:35 time: 0.1701 data_time: 0.0055 loss: 1.2806 2023/03/26 01:13:50 - mmengine - INFO - Epoch(train) [155][1900/5005] lr: 2.0046e-03 eta: 1 day, 12:47:16 time: 0.1711 data_time: 0.0056 loss: 1.3423 2023/03/26 01:14:08 - mmengine - INFO - Epoch(train) [155][2000/5005] lr: 2.0046e-03 eta: 1 day, 12:46:57 time: 0.1725 data_time: 0.0054 loss: 1.3651 2023/03/26 01:14:25 - mmengine - INFO - Epoch(train) [155][2100/5005] lr: 2.0046e-03 eta: 1 day, 12:46:38 time: 0.1706 data_time: 0.0056 loss: 1.0964 2023/03/26 01:14:43 - mmengine - INFO - Epoch(train) [155][2200/5005] lr: 2.0046e-03 eta: 1 day, 12:46:19 time: 0.1933 data_time: 0.0056 loss: 1.4233 2023/03/26 01:14:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:15:01 - mmengine - INFO - Epoch(train) [155][2300/5005] lr: 2.0046e-03 eta: 1 day, 12:46:00 time: 0.1910 data_time: 0.0055 loss: 1.2779 2023/03/26 01:15:18 - mmengine - INFO - Epoch(train) [155][2400/5005] lr: 2.0046e-03 eta: 1 day, 12:45:41 time: 0.1712 data_time: 0.0056 loss: 1.3029 2023/03/26 01:15:36 - mmengine - INFO - Epoch(train) [155][2500/5005] lr: 2.0046e-03 eta: 1 day, 12:45:22 time: 0.1706 data_time: 0.0058 loss: 1.3265 2023/03/26 01:15:54 - mmengine - INFO - Epoch(train) [155][2600/5005] lr: 2.0046e-03 eta: 1 day, 12:45:03 time: 0.1725 data_time: 0.0056 loss: 1.4818 2023/03/26 01:16:11 - mmengine - INFO - Epoch(train) [155][2700/5005] lr: 2.0046e-03 eta: 1 day, 12:44:44 time: 0.1712 data_time: 0.0060 loss: 1.1551 2023/03/26 01:16:29 - mmengine - INFO - Epoch(train) [155][2800/5005] lr: 2.0046e-03 eta: 1 day, 12:44:25 time: 0.1915 data_time: 0.0058 loss: 1.2726 2023/03/26 01:16:47 - mmengine - INFO - Epoch(train) [155][2900/5005] lr: 2.0046e-03 eta: 1 day, 12:44:06 time: 0.1705 data_time: 0.0057 loss: 1.2407 2023/03/26 01:17:04 - mmengine - INFO - Epoch(train) [155][3000/5005] lr: 2.0046e-03 eta: 1 day, 12:43:47 time: 0.1716 data_time: 0.0057 loss: 1.4281 2023/03/26 01:17:22 - mmengine - INFO - Epoch(train) [155][3100/5005] lr: 2.0046e-03 eta: 1 day, 12:43:28 time: 0.1714 data_time: 0.0056 loss: 1.3011 2023/03/26 01:17:40 - mmengine - INFO - Epoch(train) [155][3200/5005] lr: 2.0046e-03 eta: 1 day, 12:43:09 time: 0.1705 data_time: 0.0056 loss: 1.5549 2023/03/26 01:17:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:17:57 - mmengine - INFO - Epoch(train) [155][3300/5005] lr: 2.0046e-03 eta: 1 day, 12:42:50 time: 0.1699 data_time: 0.0054 loss: 1.0700 2023/03/26 01:18:15 - mmengine - INFO - Epoch(train) [155][3400/5005] lr: 2.0046e-03 eta: 1 day, 12:42:31 time: 0.1705 data_time: 0.0056 loss: 1.4953 2023/03/26 01:18:33 - mmengine - INFO - Epoch(train) [155][3500/5005] lr: 2.0046e-03 eta: 1 day, 12:42:12 time: 0.1707 data_time: 0.0054 loss: 1.3476 2023/03/26 01:18:50 - mmengine - INFO - Epoch(train) [155][3600/5005] lr: 2.0046e-03 eta: 1 day, 12:41:53 time: 0.1707 data_time: 0.0056 loss: 1.2222 2023/03/26 01:19:08 - mmengine - INFO - Epoch(train) [155][3700/5005] lr: 2.0046e-03 eta: 1 day, 12:41:34 time: 0.1709 data_time: 0.0056 loss: 1.2815 2023/03/26 01:19:25 - mmengine - INFO - Epoch(train) [155][3800/5005] lr: 2.0046e-03 eta: 1 day, 12:41:15 time: 0.1710 data_time: 0.0055 loss: 1.3201 2023/03/26 01:19:43 - mmengine - INFO - Epoch(train) [155][3900/5005] lr: 2.0046e-03 eta: 1 day, 12:40:56 time: 0.1711 data_time: 0.0055 loss: 1.1755 2023/03/26 01:20:00 - mmengine - INFO - Epoch(train) [155][4000/5005] lr: 2.0046e-03 eta: 1 day, 12:40:37 time: 0.1701 data_time: 0.0055 loss: 1.3485 2023/03/26 01:20:19 - mmengine - INFO - Epoch(train) [155][4100/5005] lr: 2.0046e-03 eta: 1 day, 12:40:18 time: 0.1706 data_time: 0.0056 loss: 1.2390 2023/03/26 01:20:36 - mmengine - INFO - Epoch(train) [155][4200/5005] lr: 2.0046e-03 eta: 1 day, 12:39:59 time: 0.1708 data_time: 0.0059 loss: 1.3186 2023/03/26 01:20:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:20:54 - mmengine - INFO - Epoch(train) [155][4300/5005] lr: 2.0046e-03 eta: 1 day, 12:39:40 time: 0.1708 data_time: 0.0057 loss: 1.2439 2023/03/26 01:21:11 - mmengine - INFO - Epoch(train) [155][4400/5005] lr: 2.0046e-03 eta: 1 day, 12:39:21 time: 0.1712 data_time: 0.0056 loss: 1.2753 2023/03/26 01:21:29 - mmengine - INFO - Epoch(train) [155][4500/5005] lr: 2.0046e-03 eta: 1 day, 12:39:02 time: 0.1749 data_time: 0.0056 loss: 1.6123 2023/03/26 01:21:46 - mmengine - INFO - Epoch(train) [155][4600/5005] lr: 2.0046e-03 eta: 1 day, 12:38:43 time: 0.1833 data_time: 0.0056 loss: 1.2801 2023/03/26 01:22:04 - mmengine - INFO - Epoch(train) [155][4700/5005] lr: 2.0046e-03 eta: 1 day, 12:38:24 time: 0.1750 data_time: 0.0056 loss: 1.3811 2023/03/26 01:22:22 - mmengine - INFO - Epoch(train) [155][4800/5005] lr: 2.0046e-03 eta: 1 day, 12:38:05 time: 0.1698 data_time: 0.0056 loss: 1.1411 2023/03/26 01:22:40 - mmengine - INFO - Epoch(train) [155][4900/5005] lr: 2.0046e-03 eta: 1 day, 12:37:46 time: 0.1709 data_time: 0.0057 loss: 1.4536 2023/03/26 01:22:57 - mmengine - INFO - Epoch(train) [155][5000/5005] lr: 2.0046e-03 eta: 1 day, 12:37:27 time: 0.1688 data_time: 0.0063 loss: 1.2563 2023/03/26 01:22:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:22:58 - mmengine - INFO - Saving checkpoint at 155 epochs 2023/03/26 01:23:06 - mmengine - INFO - Epoch(val) [155][100/196] eta: 0:00:06 time: 0.0614 data_time: 0.0252 2023/03/26 01:23:35 - mmengine - INFO - Epoch(val) [155][196/196] accuracy/top1: 70.6700 accuracy/top5: 89.5560data_time: 0.0693 time: 0.1022 2023/03/26 01:23:54 - mmengine - INFO - Epoch(train) [156][ 100/5005] lr: 1.9645e-03 eta: 1 day, 12:37:08 time: 0.1698 data_time: 0.0058 loss: 1.3499 2023/03/26 01:24:12 - mmengine - INFO - Epoch(train) [156][ 200/5005] lr: 1.9645e-03 eta: 1 day, 12:36:49 time: 0.1750 data_time: 0.0056 loss: 1.3905 2023/03/26 01:24:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:24:29 - mmengine - INFO - Epoch(train) [156][ 300/5005] lr: 1.9645e-03 eta: 1 day, 12:36:30 time: 0.1708 data_time: 0.0055 loss: 1.1649 2023/03/26 01:24:47 - mmengine - INFO - Epoch(train) [156][ 400/5005] lr: 1.9645e-03 eta: 1 day, 12:36:11 time: 0.1713 data_time: 0.0057 loss: 1.3410 2023/03/26 01:25:04 - mmengine - INFO - Epoch(train) [156][ 500/5005] lr: 1.9645e-03 eta: 1 day, 12:35:52 time: 0.1708 data_time: 0.0057 loss: 1.1773 2023/03/26 01:25:22 - mmengine - INFO - Epoch(train) [156][ 600/5005] lr: 1.9645e-03 eta: 1 day, 12:35:33 time: 0.1716 data_time: 0.0055 loss: 1.2659 2023/03/26 01:25:39 - mmengine - INFO - Epoch(train) [156][ 700/5005] lr: 1.9645e-03 eta: 1 day, 12:35:14 time: 0.1708 data_time: 0.0055 loss: 1.2936 2023/03/26 01:25:57 - mmengine - INFO - Epoch(train) [156][ 800/5005] lr: 1.9645e-03 eta: 1 day, 12:34:55 time: 0.1708 data_time: 0.0056 loss: 1.2846 2023/03/26 01:26:15 - mmengine - INFO - Epoch(train) [156][ 900/5005] lr: 1.9645e-03 eta: 1 day, 12:34:36 time: 0.1706 data_time: 0.0056 loss: 1.3095 2023/03/26 01:26:33 - mmengine - INFO - Epoch(train) [156][1000/5005] lr: 1.9645e-03 eta: 1 day, 12:34:17 time: 0.1710 data_time: 0.0056 loss: 1.4020 2023/03/26 01:26:50 - mmengine - INFO - Epoch(train) [156][1100/5005] lr: 1.9645e-03 eta: 1 day, 12:33:58 time: 0.1711 data_time: 0.0056 loss: 1.3773 2023/03/26 01:27:08 - mmengine - INFO - Epoch(train) [156][1200/5005] lr: 1.9645e-03 eta: 1 day, 12:33:39 time: 0.1711 data_time: 0.0055 loss: 1.3978 2023/03/26 01:27:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:27:26 - mmengine - INFO - Epoch(train) [156][1300/5005] lr: 1.9645e-03 eta: 1 day, 12:33:20 time: 0.1728 data_time: 0.0056 loss: 1.4019 2023/03/26 01:27:43 - mmengine - INFO - Epoch(train) [156][1400/5005] lr: 1.9645e-03 eta: 1 day, 12:33:01 time: 0.1712 data_time: 0.0055 loss: 1.1933 2023/03/26 01:28:01 - mmengine - INFO - Epoch(train) [156][1500/5005] lr: 1.9645e-03 eta: 1 day, 12:32:42 time: 0.1718 data_time: 0.0056 loss: 1.2686 2023/03/26 01:28:18 - mmengine - INFO - Epoch(train) [156][1600/5005] lr: 1.9645e-03 eta: 1 day, 12:32:23 time: 0.1714 data_time: 0.0056 loss: 1.3644 2023/03/26 01:28:36 - mmengine - INFO - Epoch(train) [156][1700/5005] lr: 1.9645e-03 eta: 1 day, 12:32:04 time: 0.1710 data_time: 0.0058 loss: 1.2806 2023/03/26 01:28:54 - mmengine - INFO - Epoch(train) [156][1800/5005] lr: 1.9645e-03 eta: 1 day, 12:31:45 time: 0.1707 data_time: 0.0057 loss: 1.3287 2023/03/26 01:29:12 - mmengine - INFO - Epoch(train) [156][1900/5005] lr: 1.9645e-03 eta: 1 day, 12:31:26 time: 0.1703 data_time: 0.0056 loss: 1.3336 2023/03/26 01:29:29 - mmengine - INFO - Epoch(train) [156][2000/5005] lr: 1.9645e-03 eta: 1 day, 12:31:07 time: 0.1726 data_time: 0.0055 loss: 1.2237 2023/03/26 01:29:47 - mmengine - INFO - Epoch(train) [156][2100/5005] lr: 1.9645e-03 eta: 1 day, 12:30:48 time: 0.1709 data_time: 0.0056 loss: 1.0896 2023/03/26 01:30:04 - mmengine - INFO - Epoch(train) [156][2200/5005] lr: 1.9645e-03 eta: 1 day, 12:30:29 time: 0.1707 data_time: 0.0056 loss: 1.2484 2023/03/26 01:30:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:30:22 - mmengine - INFO - Epoch(train) [156][2300/5005] lr: 1.9645e-03 eta: 1 day, 12:30:10 time: 0.1715 data_time: 0.0057 loss: 1.1053 2023/03/26 01:30:39 - mmengine - INFO - Epoch(train) [156][2400/5005] lr: 1.9645e-03 eta: 1 day, 12:29:51 time: 0.1717 data_time: 0.0059 loss: 1.2576 2023/03/26 01:30:57 - mmengine - INFO - Epoch(train) [156][2500/5005] lr: 1.9645e-03 eta: 1 day, 12:29:32 time: 0.1706 data_time: 0.0056 loss: 1.3307 2023/03/26 01:31:15 - mmengine - INFO - Epoch(train) [156][2600/5005] lr: 1.9645e-03 eta: 1 day, 12:29:13 time: 0.1707 data_time: 0.0055 loss: 1.3429 2023/03/26 01:31:33 - mmengine - INFO - Epoch(train) [156][2700/5005] lr: 1.9645e-03 eta: 1 day, 12:28:54 time: 0.1711 data_time: 0.0057 loss: 1.3289 2023/03/26 01:31:51 - mmengine - INFO - Epoch(train) [156][2800/5005] lr: 1.9645e-03 eta: 1 day, 12:28:36 time: 0.1711 data_time: 0.0056 loss: 1.4056 2023/03/26 01:32:08 - mmengine - INFO - Epoch(train) [156][2900/5005] lr: 1.9645e-03 eta: 1 day, 12:28:17 time: 0.1705 data_time: 0.0057 loss: 1.3212 2023/03/26 01:32:26 - mmengine - INFO - Epoch(train) [156][3000/5005] lr: 1.9645e-03 eta: 1 day, 12:27:58 time: 0.1700 data_time: 0.0058 loss: 1.4235 2023/03/26 01:32:43 - mmengine - INFO - Epoch(train) [156][3100/5005] lr: 1.9645e-03 eta: 1 day, 12:27:38 time: 0.1705 data_time: 0.0056 loss: 1.2606 2023/03/26 01:33:01 - mmengine - INFO - Epoch(train) [156][3200/5005] lr: 1.9645e-03 eta: 1 day, 12:27:19 time: 0.1712 data_time: 0.0056 loss: 1.3038 2023/03/26 01:33:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:33:18 - mmengine - INFO - Epoch(train) [156][3300/5005] lr: 1.9645e-03 eta: 1 day, 12:27:00 time: 0.1721 data_time: 0.0057 loss: 1.4151 2023/03/26 01:33:36 - mmengine - INFO - Epoch(train) [156][3400/5005] lr: 1.9645e-03 eta: 1 day, 12:26:42 time: 0.1714 data_time: 0.0056 loss: 1.1889 2023/03/26 01:33:54 - mmengine - INFO - Epoch(train) [156][3500/5005] lr: 1.9645e-03 eta: 1 day, 12:26:23 time: 0.1723 data_time: 0.0059 loss: 1.1816 2023/03/26 01:34:12 - mmengine - INFO - Epoch(train) [156][3600/5005] lr: 1.9645e-03 eta: 1 day, 12:26:04 time: 0.1721 data_time: 0.0055 loss: 1.4237 2023/03/26 01:34:30 - mmengine - INFO - Epoch(train) [156][3700/5005] lr: 1.9645e-03 eta: 1 day, 12:25:45 time: 0.1712 data_time: 0.0057 loss: 1.3664 2023/03/26 01:34:47 - mmengine - INFO - Epoch(train) [156][3800/5005] lr: 1.9645e-03 eta: 1 day, 12:25:26 time: 0.1703 data_time: 0.0060 loss: 1.2786 2023/03/26 01:35:05 - mmengine - INFO - Epoch(train) [156][3900/5005] lr: 1.9645e-03 eta: 1 day, 12:25:07 time: 0.1717 data_time: 0.0055 loss: 1.2227 2023/03/26 01:35:22 - mmengine - INFO - Epoch(train) [156][4000/5005] lr: 1.9645e-03 eta: 1 day, 12:24:48 time: 0.1908 data_time: 0.0055 loss: 1.3532 2023/03/26 01:35:40 - mmengine - INFO - Epoch(train) [156][4100/5005] lr: 1.9645e-03 eta: 1 day, 12:24:29 time: 0.1705 data_time: 0.0054 loss: 1.2737 2023/03/26 01:35:58 - mmengine - INFO - Epoch(train) [156][4200/5005] lr: 1.9645e-03 eta: 1 day, 12:24:10 time: 0.1706 data_time: 0.0055 loss: 1.2986 2023/03/26 01:36:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:36:15 - mmengine - INFO - Epoch(train) [156][4300/5005] lr: 1.9645e-03 eta: 1 day, 12:23:51 time: 0.1706 data_time: 0.0058 loss: 1.3890 2023/03/26 01:36:33 - mmengine - INFO - Epoch(train) [156][4400/5005] lr: 1.9645e-03 eta: 1 day, 12:23:32 time: 0.1720 data_time: 0.0056 loss: 1.3515 2023/03/26 01:36:51 - mmengine - INFO - Epoch(train) [156][4500/5005] lr: 1.9645e-03 eta: 1 day, 12:23:13 time: 0.1719 data_time: 0.0057 loss: 1.1682 2023/03/26 01:37:09 - mmengine - INFO - Epoch(train) [156][4600/5005] lr: 1.9645e-03 eta: 1 day, 12:22:54 time: 0.1715 data_time: 0.0058 loss: 1.2022 2023/03/26 01:37:26 - mmengine - INFO - Epoch(train) [156][4700/5005] lr: 1.9645e-03 eta: 1 day, 12:22:35 time: 0.1867 data_time: 0.0058 loss: 1.3263 2023/03/26 01:37:44 - mmengine - INFO - Epoch(train) [156][4800/5005] lr: 1.9645e-03 eta: 1 day, 12:22:16 time: 0.1712 data_time: 0.0057 loss: 1.1698 2023/03/26 01:38:02 - mmengine - INFO - Epoch(train) [156][4900/5005] lr: 1.9645e-03 eta: 1 day, 12:21:57 time: 0.1897 data_time: 0.0056 loss: 1.3062 2023/03/26 01:38:19 - mmengine - INFO - Epoch(train) [156][5000/5005] lr: 1.9645e-03 eta: 1 day, 12:21:38 time: 0.1691 data_time: 0.0063 loss: 1.2444 2023/03/26 01:38:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:38:20 - mmengine - INFO - Saving checkpoint at 156 epochs 2023/03/26 01:38:28 - mmengine - INFO - Epoch(val) [156][100/196] eta: 0:00:06 time: 0.0616 data_time: 0.0255 2023/03/26 01:38:57 - mmengine - INFO - Epoch(val) [156][196/196] accuracy/top1: 70.5920 accuracy/top5: 89.5520data_time: 0.0691 time: 0.1009 2023/03/26 01:39:16 - mmengine - INFO - Epoch(train) [157][ 100/5005] lr: 1.9252e-03 eta: 1 day, 12:21:20 time: 0.1706 data_time: 0.0056 loss: 1.3585 2023/03/26 01:39:34 - mmengine - INFO - Epoch(train) [157][ 200/5005] lr: 1.9252e-03 eta: 1 day, 12:21:00 time: 0.1695 data_time: 0.0056 loss: 1.2693 2023/03/26 01:39:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:39:51 - mmengine - INFO - Epoch(train) [157][ 300/5005] lr: 1.9252e-03 eta: 1 day, 12:20:41 time: 0.1710 data_time: 0.0056 loss: 1.4016 2023/03/26 01:40:09 - mmengine - INFO - Epoch(train) [157][ 400/5005] lr: 1.9252e-03 eta: 1 day, 12:20:22 time: 0.1706 data_time: 0.0055 loss: 1.2288 2023/03/26 01:40:27 - mmengine - INFO - Epoch(train) [157][ 500/5005] lr: 1.9252e-03 eta: 1 day, 12:20:03 time: 0.1707 data_time: 0.0057 loss: 1.4287 2023/03/26 01:40:44 - mmengine - INFO - Epoch(train) [157][ 600/5005] lr: 1.9252e-03 eta: 1 day, 12:19:44 time: 0.1695 data_time: 0.0058 loss: 1.1930 2023/03/26 01:41:02 - mmengine - INFO - Epoch(train) [157][ 700/5005] lr: 1.9252e-03 eta: 1 day, 12:19:25 time: 0.1711 data_time: 0.0055 loss: 1.0713 2023/03/26 01:41:19 - mmengine - INFO - Epoch(train) [157][ 800/5005] lr: 1.9252e-03 eta: 1 day, 12:19:06 time: 0.1719 data_time: 0.0056 loss: 1.2901 2023/03/26 01:41:37 - mmengine - INFO - Epoch(train) [157][ 900/5005] lr: 1.9252e-03 eta: 1 day, 12:18:47 time: 0.1713 data_time: 0.0055 loss: 1.4960 2023/03/26 01:41:55 - mmengine - INFO - Epoch(train) [157][1000/5005] lr: 1.9252e-03 eta: 1 day, 12:18:29 time: 0.1695 data_time: 0.0054 loss: 1.2500 2023/03/26 01:42:12 - mmengine - INFO - Epoch(train) [157][1100/5005] lr: 1.9252e-03 eta: 1 day, 12:18:09 time: 0.1703 data_time: 0.0056 loss: 1.1664 2023/03/26 01:42:30 - mmengine - INFO - Epoch(train) [157][1200/5005] lr: 1.9252e-03 eta: 1 day, 12:17:50 time: 0.1706 data_time: 0.0055 loss: 1.2466 2023/03/26 01:42:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:42:48 - mmengine - INFO - Epoch(train) [157][1300/5005] lr: 1.9252e-03 eta: 1 day, 12:17:31 time: 0.1713 data_time: 0.0056 loss: 1.3487 2023/03/26 01:43:05 - mmengine - INFO - Epoch(train) [157][1400/5005] lr: 1.9252e-03 eta: 1 day, 12:17:13 time: 0.1923 data_time: 0.0056 loss: 1.3588 2023/03/26 01:43:23 - mmengine - INFO - Epoch(train) [157][1500/5005] lr: 1.9252e-03 eta: 1 day, 12:16:54 time: 0.1704 data_time: 0.0057 loss: 1.1885 2023/03/26 01:43:40 - mmengine - INFO - Epoch(train) [157][1600/5005] lr: 1.9252e-03 eta: 1 day, 12:16:34 time: 0.1709 data_time: 0.0055 loss: 1.2915 2023/03/26 01:43:58 - mmengine - INFO - Epoch(train) [157][1700/5005] lr: 1.9252e-03 eta: 1 day, 12:16:16 time: 0.1976 data_time: 0.0056 loss: 1.1803 2023/03/26 01:44:16 - mmengine - INFO - Epoch(train) [157][1800/5005] lr: 1.9252e-03 eta: 1 day, 12:15:57 time: 0.1695 data_time: 0.0056 loss: 1.3437 2023/03/26 01:44:34 - mmengine - INFO - Epoch(train) [157][1900/5005] lr: 1.9252e-03 eta: 1 day, 12:15:38 time: 0.1719 data_time: 0.0057 loss: 1.2114 2023/03/26 01:44:51 - mmengine - INFO - Epoch(train) [157][2000/5005] lr: 1.9252e-03 eta: 1 day, 12:15:19 time: 0.1701 data_time: 0.0058 loss: 1.3628 2023/03/26 01:45:09 - mmengine - INFO - Epoch(train) [157][2100/5005] lr: 1.9252e-03 eta: 1 day, 12:15:00 time: 0.1956 data_time: 0.0054 loss: 1.2787 2023/03/26 01:45:27 - mmengine - INFO - Epoch(train) [157][2200/5005] lr: 1.9252e-03 eta: 1 day, 12:14:41 time: 0.1708 data_time: 0.0055 loss: 1.2519 2023/03/26 01:45:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:45:44 - mmengine - INFO - Epoch(train) [157][2300/5005] lr: 1.9252e-03 eta: 1 day, 12:14:22 time: 0.1709 data_time: 0.0056 loss: 1.2744 2023/03/26 01:46:02 - mmengine - INFO - Epoch(train) [157][2400/5005] lr: 1.9252e-03 eta: 1 day, 12:14:03 time: 0.1707 data_time: 0.0058 loss: 1.1470 2023/03/26 01:46:20 - mmengine - INFO - Epoch(train) [157][2500/5005] lr: 1.9252e-03 eta: 1 day, 12:13:44 time: 0.1699 data_time: 0.0058 loss: 1.2781 2023/03/26 01:46:37 - mmengine - INFO - Epoch(train) [157][2600/5005] lr: 1.9252e-03 eta: 1 day, 12:13:25 time: 0.1715 data_time: 0.0057 loss: 1.4071 2023/03/26 01:46:55 - mmengine - INFO - Epoch(train) [157][2700/5005] lr: 1.9252e-03 eta: 1 day, 12:13:06 time: 0.1941 data_time: 0.0057 loss: 1.2743 2023/03/26 01:47:12 - mmengine - INFO - Epoch(train) [157][2800/5005] lr: 1.9252e-03 eta: 1 day, 12:12:47 time: 0.1703 data_time: 0.0056 loss: 1.4749 2023/03/26 01:47:30 - mmengine - INFO - Epoch(train) [157][2900/5005] lr: 1.9252e-03 eta: 1 day, 12:12:28 time: 0.1718 data_time: 0.0055 loss: 1.1330 2023/03/26 01:47:48 - mmengine - INFO - Epoch(train) [157][3000/5005] lr: 1.9252e-03 eta: 1 day, 12:12:09 time: 0.1704 data_time: 0.0057 loss: 1.1928 2023/03/26 01:48:05 - mmengine - INFO - Epoch(train) [157][3100/5005] lr: 1.9252e-03 eta: 1 day, 12:11:50 time: 0.1703 data_time: 0.0056 loss: 1.1787 2023/03/26 01:48:23 - mmengine - INFO - Epoch(train) [157][3200/5005] lr: 1.9252e-03 eta: 1 day, 12:11:31 time: 0.1707 data_time: 0.0055 loss: 1.2926 2023/03/26 01:48:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:48:41 - mmengine - INFO - Epoch(train) [157][3300/5005] lr: 1.9252e-03 eta: 1 day, 12:11:12 time: 0.1717 data_time: 0.0057 loss: 1.3378 2023/03/26 01:48:58 - mmengine - INFO - Epoch(train) [157][3400/5005] lr: 1.9252e-03 eta: 1 day, 12:10:53 time: 0.1714 data_time: 0.0055 loss: 1.4955 2023/03/26 01:49:16 - mmengine - INFO - Epoch(train) [157][3500/5005] lr: 1.9252e-03 eta: 1 day, 12:10:34 time: 0.1694 data_time: 0.0056 loss: 1.3210 2023/03/26 01:49:34 - mmengine - INFO - Epoch(train) [157][3600/5005] lr: 1.9252e-03 eta: 1 day, 12:10:15 time: 0.1720 data_time: 0.0056 loss: 1.4172 2023/03/26 01:49:51 - mmengine - INFO - Epoch(train) [157][3700/5005] lr: 1.9252e-03 eta: 1 day, 12:09:56 time: 0.1703 data_time: 0.0058 loss: 1.2779 2023/03/26 01:50:09 - mmengine - INFO - Epoch(train) [157][3800/5005] lr: 1.9252e-03 eta: 1 day, 12:09:37 time: 0.1709 data_time: 0.0054 loss: 1.3416 2023/03/26 01:50:27 - mmengine - INFO - Epoch(train) [157][3900/5005] lr: 1.9252e-03 eta: 1 day, 12:09:19 time: 0.1716 data_time: 0.0057 loss: 1.4076 2023/03/26 01:50:44 - mmengine - INFO - Epoch(train) [157][4000/5005] lr: 1.9252e-03 eta: 1 day, 12:08:59 time: 0.1711 data_time: 0.0057 loss: 1.2189 2023/03/26 01:51:02 - mmengine - INFO - Epoch(train) [157][4100/5005] lr: 1.9252e-03 eta: 1 day, 12:08:41 time: 0.1730 data_time: 0.0057 loss: 1.1954 2023/03/26 01:51:20 - mmengine - INFO - Epoch(train) [157][4200/5005] lr: 1.9252e-03 eta: 1 day, 12:08:22 time: 0.1712 data_time: 0.0056 loss: 1.3902 2023/03/26 01:51:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:51:37 - mmengine - INFO - Epoch(train) [157][4300/5005] lr: 1.9252e-03 eta: 1 day, 12:08:03 time: 0.1712 data_time: 0.0055 loss: 1.2121 2023/03/26 01:51:55 - mmengine - INFO - Epoch(train) [157][4400/5005] lr: 1.9252e-03 eta: 1 day, 12:07:44 time: 0.1704 data_time: 0.0056 loss: 1.1599 2023/03/26 01:52:13 - mmengine - INFO - Epoch(train) [157][4500/5005] lr: 1.9252e-03 eta: 1 day, 12:07:25 time: 0.1716 data_time: 0.0058 loss: 1.2616 2023/03/26 01:52:30 - mmengine - INFO - Epoch(train) [157][4600/5005] lr: 1.9252e-03 eta: 1 day, 12:07:06 time: 0.1715 data_time: 0.0058 loss: 1.3287 2023/03/26 01:52:48 - mmengine - INFO - Epoch(train) [157][4700/5005] lr: 1.9252e-03 eta: 1 day, 12:06:47 time: 0.1707 data_time: 0.0057 loss: 1.3419 2023/03/26 01:53:05 - mmengine - INFO - Epoch(train) [157][4800/5005] lr: 1.9252e-03 eta: 1 day, 12:06:28 time: 0.1714 data_time: 0.0057 loss: 1.3250 2023/03/26 01:53:23 - mmengine - INFO - Epoch(train) [157][4900/5005] lr: 1.9252e-03 eta: 1 day, 12:06:09 time: 0.1697 data_time: 0.0055 loss: 1.4569 2023/03/26 01:53:41 - mmengine - INFO - Epoch(train) [157][5000/5005] lr: 1.9252e-03 eta: 1 day, 12:05:50 time: 0.1696 data_time: 0.0066 loss: 1.2711 2023/03/26 01:53:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:53:42 - mmengine - INFO - Saving checkpoint at 157 epochs 2023/03/26 01:53:50 - mmengine - INFO - Epoch(val) [157][100/196] eta: 0:00:07 time: 0.0614 data_time: 0.0229 2023/03/26 01:54:19 - mmengine - INFO - Epoch(val) [157][196/196] accuracy/top1: 70.4000 accuracy/top5: 89.5220data_time: 0.0670 time: 0.0992 2023/03/26 01:54:38 - mmengine - INFO - Epoch(train) [158][ 100/5005] lr: 1.8867e-03 eta: 1 day, 12:05:31 time: 0.1722 data_time: 0.0062 loss: 1.2255 2023/03/26 01:54:55 - mmengine - INFO - Epoch(train) [158][ 200/5005] lr: 1.8867e-03 eta: 1 day, 12:05:12 time: 0.1703 data_time: 0.0055 loss: 1.1990 2023/03/26 01:54:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:55:13 - mmengine - INFO - Epoch(train) [158][ 300/5005] lr: 1.8867e-03 eta: 1 day, 12:04:53 time: 0.1714 data_time: 0.0055 loss: 1.2676 2023/03/26 01:55:30 - mmengine - INFO - Epoch(train) [158][ 400/5005] lr: 1.8867e-03 eta: 1 day, 12:04:34 time: 0.1715 data_time: 0.0055 loss: 1.1679 2023/03/26 01:55:48 - mmengine - INFO - Epoch(train) [158][ 500/5005] lr: 1.8867e-03 eta: 1 day, 12:04:15 time: 0.1713 data_time: 0.0056 loss: 1.2070 2023/03/26 01:56:06 - mmengine - INFO - Epoch(train) [158][ 600/5005] lr: 1.8867e-03 eta: 1 day, 12:03:56 time: 0.1721 data_time: 0.0054 loss: 1.2924 2023/03/26 01:56:23 - mmengine - INFO - Epoch(train) [158][ 700/5005] lr: 1.8867e-03 eta: 1 day, 12:03:37 time: 0.1742 data_time: 0.0055 loss: 1.2952 2023/03/26 01:56:41 - mmengine - INFO - Epoch(train) [158][ 800/5005] lr: 1.8867e-03 eta: 1 day, 12:03:18 time: 0.1716 data_time: 0.0055 loss: 1.1682 2023/03/26 01:56:59 - mmengine - INFO - Epoch(train) [158][ 900/5005] lr: 1.8867e-03 eta: 1 day, 12:03:00 time: 0.1953 data_time: 0.0054 loss: 1.3967 2023/03/26 01:57:17 - mmengine - INFO - Epoch(train) [158][1000/5005] lr: 1.8867e-03 eta: 1 day, 12:02:41 time: 0.1716 data_time: 0.0056 loss: 1.3218 2023/03/26 01:57:34 - mmengine - INFO - Epoch(train) [158][1100/5005] lr: 1.8867e-03 eta: 1 day, 12:02:22 time: 0.1714 data_time: 0.0057 loss: 1.1039 2023/03/26 01:57:52 - mmengine - INFO - Epoch(train) [158][1200/5005] lr: 1.8867e-03 eta: 1 day, 12:02:03 time: 0.1708 data_time: 0.0055 loss: 1.4041 2023/03/26 01:57:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 01:58:09 - mmengine - INFO - Epoch(train) [158][1300/5005] lr: 1.8867e-03 eta: 1 day, 12:01:44 time: 0.1723 data_time: 0.0055 loss: 1.2634 2023/03/26 01:58:27 - mmengine - INFO - Epoch(train) [158][1400/5005] lr: 1.8867e-03 eta: 1 day, 12:01:25 time: 0.1713 data_time: 0.0056 loss: 1.2799 2023/03/26 01:58:45 - mmengine - INFO - Epoch(train) [158][1500/5005] lr: 1.8867e-03 eta: 1 day, 12:01:06 time: 0.1717 data_time: 0.0053 loss: 1.2633 2023/03/26 01:59:03 - mmengine - INFO - Epoch(train) [158][1600/5005] lr: 1.8867e-03 eta: 1 day, 12:00:47 time: 0.1972 data_time: 0.0057 loss: 1.3105 2023/03/26 01:59:20 - mmengine - INFO - Epoch(train) [158][1700/5005] lr: 1.8867e-03 eta: 1 day, 12:00:28 time: 0.1899 data_time: 0.0053 loss: 1.2271 2023/03/26 01:59:38 - mmengine - INFO - Epoch(train) [158][1800/5005] lr: 1.8867e-03 eta: 1 day, 12:00:09 time: 0.1718 data_time: 0.0055 loss: 1.1356 2023/03/26 01:59:56 - mmengine - INFO - Epoch(train) [158][1900/5005] lr: 1.8867e-03 eta: 1 day, 11:59:51 time: 0.1968 data_time: 0.0053 loss: 1.4972 2023/03/26 02:00:13 - mmengine - INFO - Epoch(train) [158][2000/5005] lr: 1.8867e-03 eta: 1 day, 11:59:32 time: 0.1714 data_time: 0.0055 loss: 1.1802 2023/03/26 02:00:31 - mmengine - INFO - Epoch(train) [158][2100/5005] lr: 1.8867e-03 eta: 1 day, 11:59:13 time: 0.1700 data_time: 0.0054 loss: 1.1991 2023/03/26 02:00:49 - mmengine - INFO - Epoch(train) [158][2200/5005] lr: 1.8867e-03 eta: 1 day, 11:58:54 time: 0.1724 data_time: 0.0054 loss: 1.1878 2023/03/26 02:00:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:01:06 - mmengine - INFO - Epoch(train) [158][2300/5005] lr: 1.8867e-03 eta: 1 day, 11:58:35 time: 0.1706 data_time: 0.0055 loss: 1.3395 2023/03/26 02:01:24 - mmengine - INFO - Epoch(train) [158][2400/5005] lr: 1.8867e-03 eta: 1 day, 11:58:16 time: 0.1723 data_time: 0.0058 loss: 1.4063 2023/03/26 02:01:42 - mmengine - INFO - Epoch(train) [158][2500/5005] lr: 1.8867e-03 eta: 1 day, 11:57:57 time: 0.1670 data_time: 0.0056 loss: 1.3717 2023/03/26 02:02:00 - mmengine - INFO - Epoch(train) [158][2600/5005] lr: 1.8867e-03 eta: 1 day, 11:57:38 time: 0.1749 data_time: 0.0055 loss: 1.3095 2023/03/26 02:02:18 - mmengine - INFO - Epoch(train) [158][2700/5005] lr: 1.8867e-03 eta: 1 day, 11:57:19 time: 0.1708 data_time: 0.0054 loss: 1.2314 2023/03/26 02:02:35 - mmengine - INFO - Epoch(train) [158][2800/5005] lr: 1.8867e-03 eta: 1 day, 11:57:00 time: 0.1719 data_time: 0.0055 loss: 1.4203 2023/03/26 02:02:53 - mmengine - INFO - Epoch(train) [158][2900/5005] lr: 1.8867e-03 eta: 1 day, 11:56:42 time: 0.1708 data_time: 0.0054 loss: 1.3513 2023/03/26 02:03:11 - mmengine - INFO - Epoch(train) [158][3000/5005] lr: 1.8867e-03 eta: 1 day, 11:56:23 time: 0.1834 data_time: 0.0055 loss: 1.2540 2023/03/26 02:03:28 - mmengine - INFO - Epoch(train) [158][3100/5005] lr: 1.8867e-03 eta: 1 day, 11:56:04 time: 0.1714 data_time: 0.0055 loss: 1.4266 2023/03/26 02:03:46 - mmengine - INFO - Epoch(train) [158][3200/5005] lr: 1.8867e-03 eta: 1 day, 11:55:45 time: 0.1711 data_time: 0.0054 loss: 1.5098 2023/03/26 02:03:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:04:04 - mmengine - INFO - Epoch(train) [158][3300/5005] lr: 1.8867e-03 eta: 1 day, 11:55:26 time: 0.1707 data_time: 0.0057 loss: 1.2588 2023/03/26 02:04:21 - mmengine - INFO - Epoch(train) [158][3400/5005] lr: 1.8867e-03 eta: 1 day, 11:55:07 time: 0.1712 data_time: 0.0056 loss: 1.3608 2023/03/26 02:04:39 - mmengine - INFO - Epoch(train) [158][3500/5005] lr: 1.8867e-03 eta: 1 day, 11:54:48 time: 0.1709 data_time: 0.0054 loss: 1.3766 2023/03/26 02:04:57 - mmengine - INFO - Epoch(train) [158][3600/5005] lr: 1.8867e-03 eta: 1 day, 11:54:29 time: 0.1720 data_time: 0.0056 loss: 1.1858 2023/03/26 02:05:14 - mmengine - INFO - Epoch(train) [158][3700/5005] lr: 1.8867e-03 eta: 1 day, 11:54:10 time: 0.1723 data_time: 0.0057 loss: 1.3398 2023/03/26 02:05:32 - mmengine - INFO - Epoch(train) [158][3800/5005] lr: 1.8867e-03 eta: 1 day, 11:53:51 time: 0.1715 data_time: 0.0056 loss: 1.1938 2023/03/26 02:05:50 - mmengine - INFO - Epoch(train) [158][3900/5005] lr: 1.8867e-03 eta: 1 day, 11:53:32 time: 0.1724 data_time: 0.0056 loss: 1.2577 2023/03/26 02:06:07 - mmengine - INFO - Epoch(train) [158][4000/5005] lr: 1.8867e-03 eta: 1 day, 11:53:14 time: 0.1716 data_time: 0.0055 loss: 1.5120 2023/03/26 02:06:25 - mmengine - INFO - Epoch(train) [158][4100/5005] lr: 1.8867e-03 eta: 1 day, 11:52:55 time: 0.1847 data_time: 0.0056 loss: 1.1395 2023/03/26 02:06:43 - mmengine - INFO - Epoch(train) [158][4200/5005] lr: 1.8867e-03 eta: 1 day, 11:52:36 time: 0.1730 data_time: 0.0054 loss: 1.2362 2023/03/26 02:06:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:07:01 - mmengine - INFO - Epoch(train) [158][4300/5005] lr: 1.8867e-03 eta: 1 day, 11:52:17 time: 0.1723 data_time: 0.0054 loss: 1.2497 2023/03/26 02:07:18 - mmengine - INFO - Epoch(train) [158][4400/5005] lr: 1.8867e-03 eta: 1 day, 11:51:58 time: 0.1713 data_time: 0.0056 loss: 1.3062 2023/03/26 02:07:36 - mmengine - INFO - Epoch(train) [158][4500/5005] lr: 1.8867e-03 eta: 1 day, 11:51:39 time: 0.1715 data_time: 0.0055 loss: 1.1791 2023/03/26 02:07:54 - mmengine - INFO - Epoch(train) [158][4600/5005] lr: 1.8867e-03 eta: 1 day, 11:51:20 time: 0.1711 data_time: 0.0056 loss: 1.3606 2023/03/26 02:08:11 - mmengine - INFO - Epoch(train) [158][4700/5005] lr: 1.8867e-03 eta: 1 day, 11:51:01 time: 0.1706 data_time: 0.0054 loss: 1.3645 2023/03/26 02:08:29 - mmengine - INFO - Epoch(train) [158][4800/5005] lr: 1.8867e-03 eta: 1 day, 11:50:43 time: 0.1719 data_time: 0.0055 loss: 1.4164 2023/03/26 02:08:47 - mmengine - INFO - Epoch(train) [158][4900/5005] lr: 1.8867e-03 eta: 1 day, 11:50:24 time: 0.1705 data_time: 0.0055 loss: 1.3589 2023/03/26 02:09:05 - mmengine - INFO - Epoch(train) [158][5000/5005] lr: 1.8867e-03 eta: 1 day, 11:50:05 time: 0.1700 data_time: 0.0063 loss: 1.2576 2023/03/26 02:09:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:09:06 - mmengine - INFO - Saving checkpoint at 158 epochs 2023/03/26 02:09:14 - mmengine - INFO - Epoch(val) [158][100/196] eta: 0:00:06 time: 0.0619 data_time: 0.0255 2023/03/26 02:09:43 - mmengine - INFO - Epoch(val) [158][196/196] accuracy/top1: 70.4960 accuracy/top5: 89.6640data_time: 0.0687 time: 0.1008 2023/03/26 02:10:01 - mmengine - INFO - Epoch(train) [159][ 100/5005] lr: 1.8490e-03 eta: 1 day, 11:49:46 time: 0.1710 data_time: 0.0056 loss: 1.3110 2023/03/26 02:10:19 - mmengine - INFO - Epoch(train) [159][ 200/5005] lr: 1.8490e-03 eta: 1 day, 11:49:27 time: 0.1935 data_time: 0.0055 loss: 1.5086 2023/03/26 02:10:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:10:37 - mmengine - INFO - Epoch(train) [159][ 300/5005] lr: 1.8490e-03 eta: 1 day, 11:49:08 time: 0.1703 data_time: 0.0057 loss: 1.2715 2023/03/26 02:10:54 - mmengine - INFO - Epoch(train) [159][ 400/5005] lr: 1.8490e-03 eta: 1 day, 11:48:49 time: 0.1716 data_time: 0.0057 loss: 1.2656 2023/03/26 02:11:12 - mmengine - INFO - Epoch(train) [159][ 500/5005] lr: 1.8490e-03 eta: 1 day, 11:48:30 time: 0.1694 data_time: 0.0055 loss: 1.2278 2023/03/26 02:11:29 - mmengine - INFO - Epoch(train) [159][ 600/5005] lr: 1.8490e-03 eta: 1 day, 11:48:11 time: 0.1708 data_time: 0.0057 loss: 1.2333 2023/03/26 02:11:47 - mmengine - INFO - Epoch(train) [159][ 700/5005] lr: 1.8490e-03 eta: 1 day, 11:47:52 time: 0.1710 data_time: 0.0057 loss: 1.4826 2023/03/26 02:12:05 - mmengine - INFO - Epoch(train) [159][ 800/5005] lr: 1.8490e-03 eta: 1 day, 11:47:33 time: 0.1707 data_time: 0.0057 loss: 1.2486 2023/03/26 02:12:23 - mmengine - INFO - Epoch(train) [159][ 900/5005] lr: 1.8490e-03 eta: 1 day, 11:47:14 time: 0.1734 data_time: 0.0057 loss: 1.3928 2023/03/26 02:12:40 - mmengine - INFO - Epoch(train) [159][1000/5005] lr: 1.8490e-03 eta: 1 day, 11:46:56 time: 0.1715 data_time: 0.0058 loss: 1.2828 2023/03/26 02:12:58 - mmengine - INFO - Epoch(train) [159][1100/5005] lr: 1.8490e-03 eta: 1 day, 11:46:37 time: 0.1724 data_time: 0.0056 loss: 1.3381 2023/03/26 02:13:16 - mmengine - INFO - Epoch(train) [159][1200/5005] lr: 1.8490e-03 eta: 1 day, 11:46:18 time: 0.1709 data_time: 0.0055 loss: 1.2019 2023/03/26 02:13:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:13:33 - mmengine - INFO - Epoch(train) [159][1300/5005] lr: 1.8490e-03 eta: 1 day, 11:45:59 time: 0.1697 data_time: 0.0058 loss: 1.1904 2023/03/26 02:13:51 - mmengine - INFO - Epoch(train) [159][1400/5005] lr: 1.8490e-03 eta: 1 day, 11:45:40 time: 0.1831 data_time: 0.0056 loss: 1.2701 2023/03/26 02:14:08 - mmengine - INFO - Epoch(train) [159][1500/5005] lr: 1.8490e-03 eta: 1 day, 11:45:21 time: 0.1937 data_time: 0.0055 loss: 1.2101 2023/03/26 02:14:26 - mmengine - INFO - Epoch(train) [159][1600/5005] lr: 1.8490e-03 eta: 1 day, 11:45:02 time: 0.1723 data_time: 0.0058 loss: 1.3745 2023/03/26 02:14:44 - mmengine - INFO - Epoch(train) [159][1700/5005] lr: 1.8490e-03 eta: 1 day, 11:44:43 time: 0.1695 data_time: 0.0056 loss: 1.3941 2023/03/26 02:15:02 - mmengine - INFO - Epoch(train) [159][1800/5005] lr: 1.8490e-03 eta: 1 day, 11:44:24 time: 0.1956 data_time: 0.0057 loss: 1.1109 2023/03/26 02:15:19 - mmengine - INFO - Epoch(train) [159][1900/5005] lr: 1.8490e-03 eta: 1 day, 11:44:05 time: 0.1730 data_time: 0.0057 loss: 1.1871 2023/03/26 02:15:37 - mmengine - INFO - Epoch(train) [159][2000/5005] lr: 1.8490e-03 eta: 1 day, 11:43:46 time: 0.1706 data_time: 0.0056 loss: 1.3740 2023/03/26 02:15:54 - mmengine - INFO - Epoch(train) [159][2100/5005] lr: 1.8490e-03 eta: 1 day, 11:43:27 time: 0.1708 data_time: 0.0056 loss: 1.4936 2023/03/26 02:16:12 - mmengine - INFO - Epoch(train) [159][2200/5005] lr: 1.8490e-03 eta: 1 day, 11:43:09 time: 0.1707 data_time: 0.0055 loss: 1.3767 2023/03/26 02:16:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:16:30 - mmengine - INFO - Epoch(train) [159][2300/5005] lr: 1.8490e-03 eta: 1 day, 11:42:49 time: 0.1704 data_time: 0.0054 loss: 1.3336 2023/03/26 02:16:48 - mmengine - INFO - Epoch(train) [159][2400/5005] lr: 1.8490e-03 eta: 1 day, 11:42:31 time: 0.1705 data_time: 0.0057 loss: 1.2583 2023/03/26 02:17:05 - mmengine - INFO - Epoch(train) [159][2500/5005] lr: 1.8490e-03 eta: 1 day, 11:42:12 time: 0.1706 data_time: 0.0057 loss: 1.3400 2023/03/26 02:17:23 - mmengine - INFO - Epoch(train) [159][2600/5005] lr: 1.8490e-03 eta: 1 day, 11:41:53 time: 0.1931 data_time: 0.0057 loss: 1.3285 2023/03/26 02:17:40 - mmengine - INFO - Epoch(train) [159][2700/5005] lr: 1.8490e-03 eta: 1 day, 11:41:34 time: 0.1710 data_time: 0.0059 loss: 1.1582 2023/03/26 02:17:58 - mmengine - INFO - Epoch(train) [159][2800/5005] lr: 1.8490e-03 eta: 1 day, 11:41:15 time: 0.1721 data_time: 0.0056 loss: 1.1562 2023/03/26 02:18:16 - mmengine - INFO - Epoch(train) [159][2900/5005] lr: 1.8490e-03 eta: 1 day, 11:40:56 time: 0.1706 data_time: 0.0056 loss: 1.2819 2023/03/26 02:18:33 - mmengine - INFO - Epoch(train) [159][3000/5005] lr: 1.8490e-03 eta: 1 day, 11:40:37 time: 0.1707 data_time: 0.0056 loss: 1.1892 2023/03/26 02:18:51 - mmengine - INFO - Epoch(train) [159][3100/5005] lr: 1.8490e-03 eta: 1 day, 11:40:18 time: 0.1708 data_time: 0.0057 loss: 1.1310 2023/03/26 02:19:09 - mmengine - INFO - Epoch(train) [159][3200/5005] lr: 1.8490e-03 eta: 1 day, 11:39:59 time: 0.1712 data_time: 0.0059 loss: 1.4147 2023/03/26 02:19:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:19:26 - mmengine - INFO - Epoch(train) [159][3300/5005] lr: 1.8490e-03 eta: 1 day, 11:39:40 time: 0.1707 data_time: 0.0056 loss: 1.3217 2023/03/26 02:19:44 - mmengine - INFO - Epoch(train) [159][3400/5005] lr: 1.8490e-03 eta: 1 day, 11:39:21 time: 0.1716 data_time: 0.0057 loss: 1.3317 2023/03/26 02:20:02 - mmengine - INFO - Epoch(train) [159][3500/5005] lr: 1.8490e-03 eta: 1 day, 11:39:03 time: 0.1702 data_time: 0.0057 loss: 1.4452 2023/03/26 02:20:19 - mmengine - INFO - Epoch(train) [159][3600/5005] lr: 1.8490e-03 eta: 1 day, 11:38:44 time: 0.1708 data_time: 0.0055 loss: 1.2686 2023/03/26 02:20:37 - mmengine - INFO - Epoch(train) [159][3700/5005] lr: 1.8490e-03 eta: 1 day, 11:38:25 time: 0.1705 data_time: 0.0058 loss: 1.4703 2023/03/26 02:20:55 - mmengine - INFO - Epoch(train) [159][3800/5005] lr: 1.8490e-03 eta: 1 day, 11:38:06 time: 0.1713 data_time: 0.0057 loss: 1.3382 2023/03/26 02:21:12 - mmengine - INFO - Epoch(train) [159][3900/5005] lr: 1.8490e-03 eta: 1 day, 11:37:47 time: 0.1708 data_time: 0.0057 loss: 1.3990 2023/03/26 02:21:30 - mmengine - INFO - Epoch(train) [159][4000/5005] lr: 1.8490e-03 eta: 1 day, 11:37:28 time: 0.1710 data_time: 0.0057 loss: 1.3633 2023/03/26 02:21:47 - mmengine - INFO - Epoch(train) [159][4100/5005] lr: 1.8490e-03 eta: 1 day, 11:37:09 time: 0.1719 data_time: 0.0056 loss: 1.1755 2023/03/26 02:22:05 - mmengine - INFO - Epoch(train) [159][4200/5005] lr: 1.8490e-03 eta: 1 day, 11:36:50 time: 0.1711 data_time: 0.0058 loss: 1.4143 2023/03/26 02:22:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:22:23 - mmengine - INFO - Epoch(train) [159][4300/5005] lr: 1.8490e-03 eta: 1 day, 11:36:31 time: 0.1698 data_time: 0.0055 loss: 1.4844 2023/03/26 02:22:41 - mmengine - INFO - Epoch(train) [159][4400/5005] lr: 1.8490e-03 eta: 1 day, 11:36:12 time: 0.1715 data_time: 0.0058 loss: 1.3864 2023/03/26 02:22:58 - mmengine - INFO - Epoch(train) [159][4500/5005] lr: 1.8490e-03 eta: 1 day, 11:35:53 time: 0.1714 data_time: 0.0057 loss: 1.1339 2023/03/26 02:23:16 - mmengine - INFO - Epoch(train) [159][4600/5005] lr: 1.8490e-03 eta: 1 day, 11:35:35 time: 0.1715 data_time: 0.0061 loss: 1.1259 2023/03/26 02:23:33 - mmengine - INFO - Epoch(train) [159][4700/5005] lr: 1.8490e-03 eta: 1 day, 11:35:16 time: 0.1706 data_time: 0.0058 loss: 1.5180 2023/03/26 02:23:51 - mmengine - INFO - Epoch(train) [159][4800/5005] lr: 1.8490e-03 eta: 1 day, 11:34:57 time: 0.1711 data_time: 0.0059 loss: 1.1180 2023/03/26 02:24:08 - mmengine - INFO - Epoch(train) [159][4900/5005] lr: 1.8490e-03 eta: 1 day, 11:34:38 time: 0.1709 data_time: 0.0057 loss: 1.3098 2023/03/26 02:24:26 - mmengine - INFO - Epoch(train) [159][5000/5005] lr: 1.8490e-03 eta: 1 day, 11:34:19 time: 0.1698 data_time: 0.0063 loss: 1.2534 2023/03/26 02:24:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:24:27 - mmengine - INFO - Saving checkpoint at 159 epochs 2023/03/26 02:24:36 - mmengine - INFO - Epoch(val) [159][100/196] eta: 0:00:06 time: 0.0622 data_time: 0.0260 2023/03/26 02:25:04 - mmengine - INFO - Epoch(val) [159][196/196] accuracy/top1: 70.8580 accuracy/top5: 89.5800data_time: 0.0697 time: 0.1025 2023/03/26 02:25:24 - mmengine - INFO - Epoch(train) [160][ 100/5005] lr: 1.8120e-03 eta: 1 day, 11:34:00 time: 0.1937 data_time: 0.0057 loss: 1.3699 2023/03/26 02:25:41 - mmengine - INFO - Epoch(train) [160][ 200/5005] lr: 1.8120e-03 eta: 1 day, 11:33:41 time: 0.1719 data_time: 0.0055 loss: 1.0375 2023/03/26 02:25:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:25:59 - mmengine - INFO - Epoch(train) [160][ 300/5005] lr: 1.8120e-03 eta: 1 day, 11:33:22 time: 0.1727 data_time: 0.0056 loss: 1.3440 2023/03/26 02:26:17 - mmengine - INFO - Epoch(train) [160][ 400/5005] lr: 1.8120e-03 eta: 1 day, 11:33:04 time: 0.1706 data_time: 0.0058 loss: 1.4165 2023/03/26 02:26:34 - mmengine - INFO - Epoch(train) [160][ 500/5005] lr: 1.8120e-03 eta: 1 day, 11:32:45 time: 0.1713 data_time: 0.0055 loss: 1.4338 2023/03/26 02:26:52 - mmengine - INFO - Epoch(train) [160][ 600/5005] lr: 1.8120e-03 eta: 1 day, 11:32:26 time: 0.1667 data_time: 0.0056 loss: 1.2653 2023/03/26 02:27:09 - mmengine - INFO - Epoch(train) [160][ 700/5005] lr: 1.8120e-03 eta: 1 day, 11:32:07 time: 0.1712 data_time: 0.0058 loss: 1.2622 2023/03/26 02:27:27 - mmengine - INFO - Epoch(train) [160][ 800/5005] lr: 1.8120e-03 eta: 1 day, 11:31:48 time: 0.1714 data_time: 0.0058 loss: 1.3661 2023/03/26 02:27:45 - mmengine - INFO - Epoch(train) [160][ 900/5005] lr: 1.8120e-03 eta: 1 day, 11:31:29 time: 0.1964 data_time: 0.0055 loss: 1.3621 2023/03/26 02:28:03 - mmengine - INFO - Epoch(train) [160][1000/5005] lr: 1.8120e-03 eta: 1 day, 11:31:10 time: 0.1715 data_time: 0.0057 loss: 1.2927 2023/03/26 02:28:20 - mmengine - INFO - Epoch(train) [160][1100/5005] lr: 1.8120e-03 eta: 1 day, 11:30:51 time: 0.1713 data_time: 0.0057 loss: 1.3716 2023/03/26 02:28:38 - mmengine - INFO - Epoch(train) [160][1200/5005] lr: 1.8120e-03 eta: 1 day, 11:30:32 time: 0.1709 data_time: 0.0055 loss: 1.1488 2023/03/26 02:28:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:28:55 - mmengine - INFO - Epoch(train) [160][1300/5005] lr: 1.8120e-03 eta: 1 day, 11:30:13 time: 0.1703 data_time: 0.0055 loss: 1.2161 2023/03/26 02:29:13 - mmengine - INFO - Epoch(train) [160][1400/5005] lr: 1.8120e-03 eta: 1 day, 11:29:55 time: 0.1712 data_time: 0.0055 loss: 1.0721 2023/03/26 02:29:31 - mmengine - INFO - Epoch(train) [160][1500/5005] lr: 1.8120e-03 eta: 1 day, 11:29:36 time: 0.1707 data_time: 0.0057 loss: 1.2466 2023/03/26 02:29:48 - mmengine - INFO - Epoch(train) [160][1600/5005] lr: 1.8120e-03 eta: 1 day, 11:29:17 time: 0.1701 data_time: 0.0055 loss: 1.5532 2023/03/26 02:30:06 - mmengine - INFO - Epoch(train) [160][1700/5005] lr: 1.8120e-03 eta: 1 day, 11:28:58 time: 0.1946 data_time: 0.0055 loss: 1.2695 2023/03/26 02:30:24 - mmengine - INFO - Epoch(train) [160][1800/5005] lr: 1.8120e-03 eta: 1 day, 11:28:40 time: 0.1721 data_time: 0.0056 loss: 1.1808 2023/03/26 02:30:42 - mmengine - INFO - Epoch(train) [160][1900/5005] lr: 1.8120e-03 eta: 1 day, 11:28:21 time: 0.1719 data_time: 0.0056 loss: 1.2210 2023/03/26 02:30:59 - mmengine - INFO - Epoch(train) [160][2000/5005] lr: 1.8120e-03 eta: 1 day, 11:28:02 time: 0.1708 data_time: 0.0056 loss: 1.2180 2023/03/26 02:31:17 - mmengine - INFO - Epoch(train) [160][2100/5005] lr: 1.8120e-03 eta: 1 day, 11:27:43 time: 0.1713 data_time: 0.0055 loss: 1.1526 2023/03/26 02:31:35 - mmengine - INFO - Epoch(train) [160][2200/5005] lr: 1.8120e-03 eta: 1 day, 11:27:24 time: 0.1710 data_time: 0.0055 loss: 1.3303 2023/03/26 02:31:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:31:53 - mmengine - INFO - Epoch(train) [160][2300/5005] lr: 1.8120e-03 eta: 1 day, 11:27:05 time: 0.1714 data_time: 0.0055 loss: 1.4821 2023/03/26 02:32:10 - mmengine - INFO - Epoch(train) [160][2400/5005] lr: 1.8120e-03 eta: 1 day, 11:26:46 time: 0.1838 data_time: 0.0056 loss: 1.1210 2023/03/26 02:32:28 - mmengine - INFO - Epoch(train) [160][2500/5005] lr: 1.8120e-03 eta: 1 day, 11:26:27 time: 0.1728 data_time: 0.0055 loss: 1.2750 2023/03/26 02:32:46 - mmengine - INFO - Epoch(train) [160][2600/5005] lr: 1.8120e-03 eta: 1 day, 11:26:09 time: 0.1944 data_time: 0.0057 loss: 1.4659 2023/03/26 02:33:03 - mmengine - INFO - Epoch(train) [160][2700/5005] lr: 1.8120e-03 eta: 1 day, 11:25:50 time: 0.1717 data_time: 0.0056 loss: 1.3728 2023/03/26 02:33:21 - mmengine - INFO - Epoch(train) [160][2800/5005] lr: 1.8120e-03 eta: 1 day, 11:25:31 time: 0.1710 data_time: 0.0057 loss: 1.1725 2023/03/26 02:33:39 - mmengine - INFO - Epoch(train) [160][2900/5005] lr: 1.8120e-03 eta: 1 day, 11:25:12 time: 0.1721 data_time: 0.0054 loss: 1.2571 2023/03/26 02:33:56 - mmengine - INFO - Epoch(train) [160][3000/5005] lr: 1.8120e-03 eta: 1 day, 11:24:53 time: 0.1732 data_time: 0.0056 loss: 1.1843 2023/03/26 02:34:14 - mmengine - INFO - Epoch(train) [160][3100/5005] lr: 1.8120e-03 eta: 1 day, 11:24:34 time: 0.1718 data_time: 0.0055 loss: 1.2382 2023/03/26 02:34:32 - mmengine - INFO - Epoch(train) [160][3200/5005] lr: 1.8120e-03 eta: 1 day, 11:24:15 time: 0.1715 data_time: 0.0055 loss: 1.1637 2023/03/26 02:34:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:34:50 - mmengine - INFO - Epoch(train) [160][3300/5005] lr: 1.8120e-03 eta: 1 day, 11:23:56 time: 0.1719 data_time: 0.0055 loss: 1.2119 2023/03/26 02:35:07 - mmengine - INFO - Epoch(train) [160][3400/5005] lr: 1.8120e-03 eta: 1 day, 11:23:38 time: 0.1700 data_time: 0.0055 loss: 1.1410 2023/03/26 02:35:25 - mmengine - INFO - Epoch(train) [160][3500/5005] lr: 1.8120e-03 eta: 1 day, 11:23:19 time: 0.1714 data_time: 0.0058 loss: 1.2347 2023/03/26 02:35:43 - mmengine - INFO - Epoch(train) [160][3600/5005] lr: 1.8120e-03 eta: 1 day, 11:23:00 time: 0.1717 data_time: 0.0056 loss: 1.2896 2023/03/26 02:36:00 - mmengine - INFO - Epoch(train) [160][3700/5005] lr: 1.8120e-03 eta: 1 day, 11:22:41 time: 0.1719 data_time: 0.0055 loss: 1.3815 2023/03/26 02:36:18 - mmengine - INFO - Epoch(train) [160][3800/5005] lr: 1.8120e-03 eta: 1 day, 11:22:22 time: 0.1837 data_time: 0.0054 loss: 1.2447 2023/03/26 02:36:36 - mmengine - INFO - Epoch(train) [160][3900/5005] lr: 1.8120e-03 eta: 1 day, 11:22:03 time: 0.1714 data_time: 0.0055 loss: 1.4331 2023/03/26 02:36:54 - mmengine - INFO - Epoch(train) [160][4000/5005] lr: 1.8120e-03 eta: 1 day, 11:21:45 time: 0.1725 data_time: 0.0056 loss: 1.5765 2023/03/26 02:37:12 - mmengine - INFO - Epoch(train) [160][4100/5005] lr: 1.8120e-03 eta: 1 day, 11:21:26 time: 0.1715 data_time: 0.0056 loss: 1.2837 2023/03/26 02:37:29 - mmengine - INFO - Epoch(train) [160][4200/5005] lr: 1.8120e-03 eta: 1 day, 11:21:07 time: 0.1711 data_time: 0.0056 loss: 1.1782 2023/03/26 02:37:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:37:47 - mmengine - INFO - Epoch(train) [160][4300/5005] lr: 1.8120e-03 eta: 1 day, 11:20:48 time: 0.1716 data_time: 0.0057 loss: 1.2457 2023/03/26 02:38:05 - mmengine - INFO - Epoch(train) [160][4400/5005] lr: 1.8120e-03 eta: 1 day, 11:20:29 time: 0.1711 data_time: 0.0056 loss: 1.2184 2023/03/26 02:38:22 - mmengine - INFO - Epoch(train) [160][4500/5005] lr: 1.8120e-03 eta: 1 day, 11:20:10 time: 0.1882 data_time: 0.0055 loss: 1.2475 2023/03/26 02:38:40 - mmengine - INFO - Epoch(train) [160][4600/5005] lr: 1.8120e-03 eta: 1 day, 11:19:52 time: 0.1711 data_time: 0.0054 loss: 1.2088 2023/03/26 02:38:58 - mmengine - INFO - Epoch(train) [160][4700/5005] lr: 1.8120e-03 eta: 1 day, 11:19:33 time: 0.2112 data_time: 0.0055 loss: 1.3944 2023/03/26 02:39:16 - mmengine - INFO - Epoch(train) [160][4800/5005] lr: 1.8120e-03 eta: 1 day, 11:19:14 time: 0.1720 data_time: 0.0058 loss: 1.1947 2023/03/26 02:39:33 - mmengine - INFO - Epoch(train) [160][4900/5005] lr: 1.8120e-03 eta: 1 day, 11:18:55 time: 0.1713 data_time: 0.0056 loss: 1.4170 2023/03/26 02:39:51 - mmengine - INFO - Epoch(train) [160][5000/5005] lr: 1.8120e-03 eta: 1 day, 11:18:36 time: 0.1730 data_time: 0.0063 loss: 1.4206 2023/03/26 02:39:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:39:52 - mmengine - INFO - Saving checkpoint at 160 epochs 2023/03/26 02:40:00 - mmengine - INFO - Epoch(val) [160][100/196] eta: 0:00:06 time: 0.0617 data_time: 0.0254 2023/03/26 02:40:30 - mmengine - INFO - Epoch(val) [160][196/196] accuracy/top1: 70.5760 accuracy/top5: 89.5840data_time: 0.0344 time: 0.1024 2023/03/26 02:40:48 - mmengine - INFO - Epoch(train) [161][ 100/5005] lr: 1.7758e-03 eta: 1 day, 11:18:17 time: 0.1727 data_time: 0.0057 loss: 1.3206 2023/03/26 02:41:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:41:06 - mmengine - INFO - Epoch(train) [161][ 200/5005] lr: 1.7758e-03 eta: 1 day, 11:17:58 time: 0.1708 data_time: 0.0058 loss: 1.2711 2023/03/26 02:41:24 - mmengine - INFO - Epoch(train) [161][ 300/5005] lr: 1.7758e-03 eta: 1 day, 11:17:40 time: 0.1707 data_time: 0.0056 loss: 1.1802 2023/03/26 02:41:42 - mmengine - INFO - Epoch(train) [161][ 400/5005] lr: 1.7758e-03 eta: 1 day, 11:17:21 time: 0.1727 data_time: 0.0057 loss: 1.0918 2023/03/26 02:41:59 - mmengine - INFO - Epoch(train) [161][ 500/5005] lr: 1.7758e-03 eta: 1 day, 11:17:02 time: 0.1945 data_time: 0.0059 loss: 1.2612 2023/03/26 02:42:17 - mmengine - INFO - Epoch(train) [161][ 600/5005] lr: 1.7758e-03 eta: 1 day, 11:16:43 time: 0.1867 data_time: 0.0057 loss: 1.3333 2023/03/26 02:42:35 - mmengine - INFO - Epoch(train) [161][ 700/5005] lr: 1.7758e-03 eta: 1 day, 11:16:24 time: 0.1713 data_time: 0.0058 loss: 1.2584 2023/03/26 02:42:52 - mmengine - INFO - Epoch(train) [161][ 800/5005] lr: 1.7758e-03 eta: 1 day, 11:16:05 time: 0.1734 data_time: 0.0057 loss: 1.3167 2023/03/26 02:43:10 - mmengine - INFO - Epoch(train) [161][ 900/5005] lr: 1.7758e-03 eta: 1 day, 11:15:47 time: 0.1776 data_time: 0.0058 loss: 1.1865 2023/03/26 02:43:28 - mmengine - INFO - Epoch(train) [161][1000/5005] lr: 1.7758e-03 eta: 1 day, 11:15:28 time: 0.1710 data_time: 0.0057 loss: 1.3292 2023/03/26 02:43:45 - mmengine - INFO - Epoch(train) [161][1100/5005] lr: 1.7758e-03 eta: 1 day, 11:15:09 time: 0.1715 data_time: 0.0057 loss: 1.2634 2023/03/26 02:44:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:44:03 - mmengine - INFO - Epoch(train) [161][1200/5005] lr: 1.7758e-03 eta: 1 day, 11:14:50 time: 0.1717 data_time: 0.0059 loss: 1.3407 2023/03/26 02:44:21 - mmengine - INFO - Epoch(train) [161][1300/5005] lr: 1.7758e-03 eta: 1 day, 11:14:31 time: 0.1720 data_time: 0.0056 loss: 1.2608 2023/03/26 02:44:39 - mmengine - INFO - Epoch(train) [161][1400/5005] lr: 1.7758e-03 eta: 1 day, 11:14:13 time: 0.1720 data_time: 0.0058 loss: 1.4073 2023/03/26 02:44:56 - mmengine - INFO - Epoch(train) [161][1500/5005] lr: 1.7758e-03 eta: 1 day, 11:13:54 time: 0.1730 data_time: 0.0056 loss: 1.3088 2023/03/26 02:45:14 - mmengine - INFO - Epoch(train) [161][1600/5005] lr: 1.7758e-03 eta: 1 day, 11:13:35 time: 0.1712 data_time: 0.0058 loss: 1.2116 2023/03/26 02:45:32 - mmengine - INFO - Epoch(train) [161][1700/5005] lr: 1.7758e-03 eta: 1 day, 11:13:16 time: 0.1720 data_time: 0.0058 loss: 1.3648 2023/03/26 02:45:50 - mmengine - INFO - Epoch(train) [161][1800/5005] lr: 1.7758e-03 eta: 1 day, 11:12:57 time: 0.1728 data_time: 0.0059 loss: 1.2780 2023/03/26 02:46:07 - mmengine - INFO - Epoch(train) [161][1900/5005] lr: 1.7758e-03 eta: 1 day, 11:12:38 time: 0.1716 data_time: 0.0059 loss: 1.2575 2023/03/26 02:46:25 - mmengine - INFO - Epoch(train) [161][2000/5005] lr: 1.7758e-03 eta: 1 day, 11:12:20 time: 0.1707 data_time: 0.0059 loss: 1.2532 2023/03/26 02:46:43 - mmengine - INFO - Epoch(train) [161][2100/5005] lr: 1.7758e-03 eta: 1 day, 11:12:01 time: 0.1721 data_time: 0.0057 loss: 1.2140 2023/03/26 02:47:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:47:01 - mmengine - INFO - Epoch(train) [161][2200/5005] lr: 1.7758e-03 eta: 1 day, 11:11:42 time: 0.1712 data_time: 0.0057 loss: 1.4408 2023/03/26 02:47:18 - mmengine - INFO - Epoch(train) [161][2300/5005] lr: 1.7758e-03 eta: 1 day, 11:11:23 time: 0.1713 data_time: 0.0058 loss: 1.3397 2023/03/26 02:47:36 - mmengine - INFO - Epoch(train) [161][2400/5005] lr: 1.7758e-03 eta: 1 day, 11:11:04 time: 0.1717 data_time: 0.0059 loss: 1.0970 2023/03/26 02:47:54 - mmengine - INFO - Epoch(train) [161][2500/5005] lr: 1.7758e-03 eta: 1 day, 11:10:46 time: 0.1732 data_time: 0.0059 loss: 1.3526 2023/03/26 02:48:12 - mmengine - INFO - Epoch(train) [161][2600/5005] lr: 1.7758e-03 eta: 1 day, 11:10:27 time: 0.1713 data_time: 0.0058 loss: 1.3874 2023/03/26 02:48:29 - mmengine - INFO - Epoch(train) [161][2700/5005] lr: 1.7758e-03 eta: 1 day, 11:10:08 time: 0.1717 data_time: 0.0059 loss: 1.2468 2023/03/26 02:48:47 - mmengine - INFO - Epoch(train) [161][2800/5005] lr: 1.7758e-03 eta: 1 day, 11:09:49 time: 0.1718 data_time: 0.0060 loss: 1.3750 2023/03/26 02:49:05 - mmengine - INFO - Epoch(train) [161][2900/5005] lr: 1.7758e-03 eta: 1 day, 11:09:31 time: 0.1707 data_time: 0.0056 loss: 1.2316 2023/03/26 02:49:23 - mmengine - INFO - Epoch(train) [161][3000/5005] lr: 1.7758e-03 eta: 1 day, 11:09:12 time: 0.1721 data_time: 0.0056 loss: 1.4567 2023/03/26 02:49:40 - mmengine - INFO - Epoch(train) [161][3100/5005] lr: 1.7758e-03 eta: 1 day, 11:08:53 time: 0.1732 data_time: 0.0057 loss: 1.2091 2023/03/26 02:49:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:49:58 - mmengine - INFO - Epoch(train) [161][3200/5005] lr: 1.7758e-03 eta: 1 day, 11:08:34 time: 0.1721 data_time: 0.0058 loss: 1.0389 2023/03/26 02:50:16 - mmengine - INFO - Epoch(train) [161][3300/5005] lr: 1.7758e-03 eta: 1 day, 11:08:15 time: 0.1721 data_time: 0.0059 loss: 1.2904 2023/03/26 02:50:33 - mmengine - INFO - Epoch(train) [161][3400/5005] lr: 1.7758e-03 eta: 1 day, 11:07:56 time: 0.1728 data_time: 0.0059 loss: 1.3322 2023/03/26 02:50:51 - mmengine - INFO - Epoch(train) [161][3500/5005] lr: 1.7758e-03 eta: 1 day, 11:07:38 time: 0.1847 data_time: 0.0057 loss: 1.3074 2023/03/26 02:51:09 - mmengine - INFO - Epoch(train) [161][3600/5005] lr: 1.7758e-03 eta: 1 day, 11:07:19 time: 0.1730 data_time: 0.0056 loss: 1.4159 2023/03/26 02:51:27 - mmengine - INFO - Epoch(train) [161][3700/5005] lr: 1.7758e-03 eta: 1 day, 11:07:00 time: 0.1709 data_time: 0.0058 loss: 1.2776 2023/03/26 02:51:45 - mmengine - INFO - Epoch(train) [161][3800/5005] lr: 1.7758e-03 eta: 1 day, 11:06:41 time: 0.1723 data_time: 0.0059 loss: 1.3354 2023/03/26 02:52:03 - mmengine - INFO - Epoch(train) [161][3900/5005] lr: 1.7758e-03 eta: 1 day, 11:06:23 time: 0.1721 data_time: 0.0058 loss: 1.2079 2023/03/26 02:52:20 - mmengine - INFO - Epoch(train) [161][4000/5005] lr: 1.7758e-03 eta: 1 day, 11:06:04 time: 0.1711 data_time: 0.0058 loss: 1.1880 2023/03/26 02:52:38 - mmengine - INFO - Epoch(train) [161][4100/5005] lr: 1.7758e-03 eta: 1 day, 11:05:45 time: 0.1714 data_time: 0.0061 loss: 1.4664 2023/03/26 02:52:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:52:56 - mmengine - INFO - Epoch(train) [161][4200/5005] lr: 1.7758e-03 eta: 1 day, 11:05:26 time: 0.1715 data_time: 0.0060 loss: 1.2581 2023/03/26 02:53:13 - mmengine - INFO - Epoch(train) [161][4300/5005] lr: 1.7758e-03 eta: 1 day, 11:05:07 time: 0.1905 data_time: 0.0057 loss: 1.3656 2023/03/26 02:53:31 - mmengine - INFO - Epoch(train) [161][4400/5005] lr: 1.7758e-03 eta: 1 day, 11:04:49 time: 0.1719 data_time: 0.0058 loss: 1.2981 2023/03/26 02:53:49 - mmengine - INFO - Epoch(train) [161][4500/5005] lr: 1.7758e-03 eta: 1 day, 11:04:30 time: 0.1729 data_time: 0.0057 loss: 1.1896 2023/03/26 02:54:07 - mmengine - INFO - Epoch(train) [161][4600/5005] lr: 1.7758e-03 eta: 1 day, 11:04:11 time: 0.1823 data_time: 0.0060 loss: 1.1630 2023/03/26 02:54:24 - mmengine - INFO - Epoch(train) [161][4700/5005] lr: 1.7758e-03 eta: 1 day, 11:03:52 time: 0.1718 data_time: 0.0058 loss: 1.1677 2023/03/26 02:54:42 - mmengine - INFO - Epoch(train) [161][4800/5005] lr: 1.7758e-03 eta: 1 day, 11:03:33 time: 0.1711 data_time: 0.0057 loss: 1.2262 2023/03/26 02:55:00 - mmengine - INFO - Epoch(train) [161][4900/5005] lr: 1.7758e-03 eta: 1 day, 11:03:14 time: 0.1723 data_time: 0.0058 loss: 1.3102 2023/03/26 02:55:18 - mmengine - INFO - Epoch(train) [161][5000/5005] lr: 1.7758e-03 eta: 1 day, 11:02:56 time: 0.1707 data_time: 0.0066 loss: 1.2606 2023/03/26 02:55:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:55:19 - mmengine - INFO - Saving checkpoint at 161 epochs 2023/03/26 02:55:27 - mmengine - INFO - Epoch(val) [161][100/196] eta: 0:00:06 time: 0.0622 data_time: 0.0248 2023/03/26 02:55:56 - mmengine - INFO - Epoch(val) [161][196/196] accuracy/top1: 70.4660 accuracy/top5: 89.6220data_time: 0.0675 time: 0.1008 2023/03/26 02:56:15 - mmengine - INFO - Epoch(train) [162][ 100/5005] lr: 1.7402e-03 eta: 1 day, 11:02:37 time: 0.1716 data_time: 0.0059 loss: 1.4075 2023/03/26 02:56:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:56:33 - mmengine - INFO - Epoch(train) [162][ 200/5005] lr: 1.7402e-03 eta: 1 day, 11:02:18 time: 0.1733 data_time: 0.0061 loss: 1.3522 2023/03/26 02:56:51 - mmengine - INFO - Epoch(train) [162][ 300/5005] lr: 1.7402e-03 eta: 1 day, 11:01:59 time: 0.1738 data_time: 0.0062 loss: 1.2943 2023/03/26 02:57:09 - mmengine - INFO - Epoch(train) [162][ 400/5005] lr: 1.7402e-03 eta: 1 day, 11:01:41 time: 0.1720 data_time: 0.0057 loss: 1.3546 2023/03/26 02:57:26 - mmengine - INFO - Epoch(train) [162][ 500/5005] lr: 1.7402e-03 eta: 1 day, 11:01:22 time: 0.1718 data_time: 0.0060 loss: 1.2818 2023/03/26 02:57:44 - mmengine - INFO - Epoch(train) [162][ 600/5005] lr: 1.7402e-03 eta: 1 day, 11:01:03 time: 0.1725 data_time: 0.0059 loss: 1.3250 2023/03/26 02:58:02 - mmengine - INFO - Epoch(train) [162][ 700/5005] lr: 1.7402e-03 eta: 1 day, 11:00:44 time: 0.1731 data_time: 0.0059 loss: 1.3103 2023/03/26 02:58:20 - mmengine - INFO - Epoch(train) [162][ 800/5005] lr: 1.7402e-03 eta: 1 day, 11:00:25 time: 0.1730 data_time: 0.0058 loss: 1.3919 2023/03/26 02:58:38 - mmengine - INFO - Epoch(train) [162][ 900/5005] lr: 1.7402e-03 eta: 1 day, 11:00:07 time: 0.1713 data_time: 0.0059 loss: 1.2410 2023/03/26 02:58:55 - mmengine - INFO - Epoch(train) [162][1000/5005] lr: 1.7402e-03 eta: 1 day, 10:59:48 time: 0.1722 data_time: 0.0059 loss: 1.3728 2023/03/26 02:59:13 - mmengine - INFO - Epoch(train) [162][1100/5005] lr: 1.7402e-03 eta: 1 day, 10:59:29 time: 0.1725 data_time: 0.0060 loss: 1.2538 2023/03/26 02:59:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 02:59:31 - mmengine - INFO - Epoch(train) [162][1200/5005] lr: 1.7402e-03 eta: 1 day, 10:59:10 time: 0.1713 data_time: 0.0059 loss: 1.2857 2023/03/26 02:59:48 - mmengine - INFO - Epoch(train) [162][1300/5005] lr: 1.7402e-03 eta: 1 day, 10:58:51 time: 0.1721 data_time: 0.0058 loss: 1.2482 2023/03/26 03:00:06 - mmengine - INFO - Epoch(train) [162][1400/5005] lr: 1.7402e-03 eta: 1 day, 10:58:33 time: 0.1723 data_time: 0.0058 loss: 1.1934 2023/03/26 03:00:24 - mmengine - INFO - Epoch(train) [162][1500/5005] lr: 1.7402e-03 eta: 1 day, 10:58:14 time: 0.1722 data_time: 0.0059 loss: 1.2326 2023/03/26 03:00:42 - mmengine - INFO - Epoch(train) [162][1600/5005] lr: 1.7402e-03 eta: 1 day, 10:57:55 time: 0.1843 data_time: 0.0058 loss: 1.2966 2023/03/26 03:01:00 - mmengine - INFO - Epoch(train) [162][1700/5005] lr: 1.7402e-03 eta: 1 day, 10:57:37 time: 0.1985 data_time: 0.0059 loss: 1.3408 2023/03/26 03:01:18 - mmengine - INFO - Epoch(train) [162][1800/5005] lr: 1.7402e-03 eta: 1 day, 10:57:18 time: 0.1723 data_time: 0.0061 loss: 1.4308 2023/03/26 03:01:36 - mmengine - INFO - Epoch(train) [162][1900/5005] lr: 1.7402e-03 eta: 1 day, 10:56:59 time: 0.1721 data_time: 0.0059 loss: 1.4006 2023/03/26 03:01:53 - mmengine - INFO - Epoch(train) [162][2000/5005] lr: 1.7402e-03 eta: 1 day, 10:56:40 time: 0.1720 data_time: 0.0059 loss: 1.1749 2023/03/26 03:02:11 - mmengine - INFO - Epoch(train) [162][2100/5005] lr: 1.7402e-03 eta: 1 day, 10:56:21 time: 0.1727 data_time: 0.0060 loss: 1.5637 2023/03/26 03:02:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:02:28 - mmengine - INFO - Epoch(train) [162][2200/5005] lr: 1.7402e-03 eta: 1 day, 10:56:02 time: 0.1726 data_time: 0.0060 loss: 1.3868 2023/03/26 03:02:46 - mmengine - INFO - Epoch(train) [162][2300/5005] lr: 1.7402e-03 eta: 1 day, 10:55:44 time: 0.1714 data_time: 0.0058 loss: 1.3227 2023/03/26 03:03:04 - mmengine - INFO - Epoch(train) [162][2400/5005] lr: 1.7402e-03 eta: 1 day, 10:55:25 time: 0.1720 data_time: 0.0061 loss: 1.1869 2023/03/26 03:03:22 - mmengine - INFO - Epoch(train) [162][2500/5005] lr: 1.7402e-03 eta: 1 day, 10:55:07 time: 0.1720 data_time: 0.0060 loss: 1.3749 2023/03/26 03:03:40 - mmengine - INFO - Epoch(train) [162][2600/5005] lr: 1.7402e-03 eta: 1 day, 10:54:48 time: 0.1719 data_time: 0.0061 loss: 1.0477 2023/03/26 03:03:58 - mmengine - INFO - Epoch(train) [162][2700/5005] lr: 1.7402e-03 eta: 1 day, 10:54:29 time: 0.1716 data_time: 0.0062 loss: 1.3419 2023/03/26 03:04:15 - mmengine - INFO - Epoch(train) [162][2800/5005] lr: 1.7402e-03 eta: 1 day, 10:54:10 time: 0.1714 data_time: 0.0057 loss: 1.3899 2023/03/26 03:04:33 - mmengine - INFO - Epoch(train) [162][2900/5005] lr: 1.7402e-03 eta: 1 day, 10:53:51 time: 0.1734 data_time: 0.0058 loss: 1.3035 2023/03/26 03:04:51 - mmengine - INFO - Epoch(train) [162][3000/5005] lr: 1.7402e-03 eta: 1 day, 10:53:32 time: 0.1724 data_time: 0.0060 loss: 1.4845 2023/03/26 03:05:08 - mmengine - INFO - Epoch(train) [162][3100/5005] lr: 1.7402e-03 eta: 1 day, 10:53:14 time: 0.1724 data_time: 0.0057 loss: 1.3213 2023/03/26 03:05:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:05:27 - mmengine - INFO - Epoch(train) [162][3200/5005] lr: 1.7402e-03 eta: 1 day, 10:52:55 time: 0.1718 data_time: 0.0059 loss: 1.3923 2023/03/26 03:05:44 - mmengine - INFO - Epoch(train) [162][3300/5005] lr: 1.7402e-03 eta: 1 day, 10:52:37 time: 0.1712 data_time: 0.0059 loss: 1.2328 2023/03/26 03:06:02 - mmengine - INFO - Epoch(train) [162][3400/5005] lr: 1.7402e-03 eta: 1 day, 10:52:18 time: 0.1719 data_time: 0.0059 loss: 1.4000 2023/03/26 03:06:20 - mmengine - INFO - Epoch(train) [162][3500/5005] lr: 1.7402e-03 eta: 1 day, 10:51:59 time: 0.1715 data_time: 0.0058 loss: 1.2363 2023/03/26 03:06:38 - mmengine - INFO - Epoch(train) [162][3600/5005] lr: 1.7402e-03 eta: 1 day, 10:51:40 time: 0.1722 data_time: 0.0059 loss: 1.3136 2023/03/26 03:06:55 - mmengine - INFO - Epoch(train) [162][3700/5005] lr: 1.7402e-03 eta: 1 day, 10:51:21 time: 0.1732 data_time: 0.0060 loss: 1.3528 2023/03/26 03:07:13 - mmengine - INFO - Epoch(train) [162][3800/5005] lr: 1.7402e-03 eta: 1 day, 10:51:02 time: 0.1717 data_time: 0.0058 loss: 1.2247 2023/03/26 03:07:31 - mmengine - INFO - Epoch(train) [162][3900/5005] lr: 1.7402e-03 eta: 1 day, 10:50:44 time: 0.1732 data_time: 0.0060 loss: 1.1254 2023/03/26 03:07:48 - mmengine - INFO - Epoch(train) [162][4000/5005] lr: 1.7402e-03 eta: 1 day, 10:50:25 time: 0.1728 data_time: 0.0060 loss: 1.1698 2023/03/26 03:08:07 - mmengine - INFO - Epoch(train) [162][4100/5005] lr: 1.7402e-03 eta: 1 day, 10:50:06 time: 0.1710 data_time: 0.0057 loss: 1.2918 2023/03/26 03:08:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:08:25 - mmengine - INFO - Epoch(train) [162][4200/5005] lr: 1.7402e-03 eta: 1 day, 10:49:48 time: 0.1712 data_time: 0.0057 loss: 1.2273 2023/03/26 03:08:42 - mmengine - INFO - Epoch(train) [162][4300/5005] lr: 1.7402e-03 eta: 1 day, 10:49:29 time: 0.1720 data_time: 0.0058 loss: 1.2177 2023/03/26 03:09:00 - mmengine - INFO - Epoch(train) [162][4400/5005] lr: 1.7402e-03 eta: 1 day, 10:49:10 time: 0.1725 data_time: 0.0060 loss: 1.2264 2023/03/26 03:09:18 - mmengine - INFO - Epoch(train) [162][4500/5005] lr: 1.7402e-03 eta: 1 day, 10:48:51 time: 0.1852 data_time: 0.0058 loss: 1.2965 2023/03/26 03:09:36 - mmengine - INFO - Epoch(train) [162][4600/5005] lr: 1.7402e-03 eta: 1 day, 10:48:33 time: 0.1887 data_time: 0.0058 loss: 1.2520 2023/03/26 03:09:53 - mmengine - INFO - Epoch(train) [162][4700/5005] lr: 1.7402e-03 eta: 1 day, 10:48:14 time: 0.1711 data_time: 0.0060 loss: 1.0503 2023/03/26 03:10:11 - mmengine - INFO - Epoch(train) [162][4800/5005] lr: 1.7402e-03 eta: 1 day, 10:47:55 time: 0.1726 data_time: 0.0060 loss: 1.3815 2023/03/26 03:10:29 - mmengine - INFO - Epoch(train) [162][4900/5005] lr: 1.7402e-03 eta: 1 day, 10:47:36 time: 0.1715 data_time: 0.0059 loss: 1.4648 2023/03/26 03:10:47 - mmengine - INFO - Epoch(train) [162][5000/5005] lr: 1.7402e-03 eta: 1 day, 10:47:18 time: 0.1710 data_time: 0.0064 loss: 1.1517 2023/03/26 03:10:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:10:48 - mmengine - INFO - Saving checkpoint at 162 epochs 2023/03/26 03:10:56 - mmengine - INFO - Epoch(val) [162][100/196] eta: 0:00:06 time: 0.0617 data_time: 0.0243 2023/03/26 03:11:25 - mmengine - INFO - Epoch(val) [162][196/196] accuracy/top1: 70.4840 accuracy/top5: 89.6120data_time: 0.0696 time: 0.1016 2023/03/26 03:11:44 - mmengine - INFO - Epoch(train) [163][ 100/5005] lr: 1.7054e-03 eta: 1 day, 10:46:59 time: 0.1718 data_time: 0.0057 loss: 1.2144 2023/03/26 03:11:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:12:01 - mmengine - INFO - Epoch(train) [163][ 200/5005] lr: 1.7054e-03 eta: 1 day, 10:46:40 time: 0.1715 data_time: 0.0059 loss: 1.2501 2023/03/26 03:12:19 - mmengine - INFO - Epoch(train) [163][ 300/5005] lr: 1.7054e-03 eta: 1 day, 10:46:21 time: 0.1725 data_time: 0.0057 loss: 1.1839 2023/03/26 03:12:37 - mmengine - INFO - Epoch(train) [163][ 400/5005] lr: 1.7054e-03 eta: 1 day, 10:46:02 time: 0.1714 data_time: 0.0057 loss: 1.3434 2023/03/26 03:12:54 - mmengine - INFO - Epoch(train) [163][ 500/5005] lr: 1.7054e-03 eta: 1 day, 10:45:44 time: 0.1701 data_time: 0.0060 loss: 1.4581 2023/03/26 03:13:12 - mmengine - INFO - Epoch(train) [163][ 600/5005] lr: 1.7054e-03 eta: 1 day, 10:45:25 time: 0.1714 data_time: 0.0056 loss: 1.2660 2023/03/26 03:13:30 - mmengine - INFO - Epoch(train) [163][ 700/5005] lr: 1.7054e-03 eta: 1 day, 10:45:06 time: 0.1715 data_time: 0.0058 loss: 1.2831 2023/03/26 03:13:48 - mmengine - INFO - Epoch(train) [163][ 800/5005] lr: 1.7054e-03 eta: 1 day, 10:44:47 time: 0.1728 data_time: 0.0059 loss: 1.2147 2023/03/26 03:14:05 - mmengine - INFO - Epoch(train) [163][ 900/5005] lr: 1.7054e-03 eta: 1 day, 10:44:28 time: 0.1714 data_time: 0.0056 loss: 1.4088 2023/03/26 03:14:23 - mmengine - INFO - Epoch(train) [163][1000/5005] lr: 1.7054e-03 eta: 1 day, 10:44:10 time: 0.1731 data_time: 0.0058 loss: 1.2024 2023/03/26 03:14:41 - mmengine - INFO - Epoch(train) [163][1100/5005] lr: 1.7054e-03 eta: 1 day, 10:43:51 time: 0.1720 data_time: 0.0059 loss: 1.2617 2023/03/26 03:14:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:14:59 - mmengine - INFO - Epoch(train) [163][1200/5005] lr: 1.7054e-03 eta: 1 day, 10:43:32 time: 0.1714 data_time: 0.0057 loss: 1.1853 2023/03/26 03:15:16 - mmengine - INFO - Epoch(train) [163][1300/5005] lr: 1.7054e-03 eta: 1 day, 10:43:13 time: 0.1726 data_time: 0.0058 loss: 1.3859 2023/03/26 03:15:34 - mmengine - INFO - Epoch(train) [163][1400/5005] lr: 1.7054e-03 eta: 1 day, 10:42:54 time: 0.1929 data_time: 0.0058 loss: 1.1207 2023/03/26 03:15:52 - mmengine - INFO - Epoch(train) [163][1500/5005] lr: 1.7054e-03 eta: 1 day, 10:42:36 time: 0.1716 data_time: 0.0056 loss: 1.4126 2023/03/26 03:16:10 - mmengine - INFO - Epoch(train) [163][1600/5005] lr: 1.7054e-03 eta: 1 day, 10:42:17 time: 0.1722 data_time: 0.0055 loss: 1.1606 2023/03/26 03:16:27 - mmengine - INFO - Epoch(train) [163][1700/5005] lr: 1.7054e-03 eta: 1 day, 10:41:58 time: 0.1714 data_time: 0.0055 loss: 1.6177 2023/03/26 03:16:45 - mmengine - INFO - Epoch(train) [163][1800/5005] lr: 1.7054e-03 eta: 1 day, 10:41:39 time: 0.1705 data_time: 0.0057 loss: 1.1549 2023/03/26 03:17:03 - mmengine - INFO - Epoch(train) [163][1900/5005] lr: 1.7054e-03 eta: 1 day, 10:41:20 time: 0.1710 data_time: 0.0057 loss: 1.4534 2023/03/26 03:17:21 - mmengine - INFO - Epoch(train) [163][2000/5005] lr: 1.7054e-03 eta: 1 day, 10:41:02 time: 0.1709 data_time: 0.0057 loss: 1.1146 2023/03/26 03:17:38 - mmengine - INFO - Epoch(train) [163][2100/5005] lr: 1.7054e-03 eta: 1 day, 10:40:43 time: 0.1712 data_time: 0.0057 loss: 1.3628 2023/03/26 03:17:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:17:56 - mmengine - INFO - Epoch(train) [163][2200/5005] lr: 1.7054e-03 eta: 1 day, 10:40:24 time: 0.1723 data_time: 0.0059 loss: 1.3889 2023/03/26 03:18:14 - mmengine - INFO - Epoch(train) [163][2300/5005] lr: 1.7054e-03 eta: 1 day, 10:40:05 time: 0.1714 data_time: 0.0059 loss: 1.3827 2023/03/26 03:18:32 - mmengine - INFO - Epoch(train) [163][2400/5005] lr: 1.7054e-03 eta: 1 day, 10:39:47 time: 0.1710 data_time: 0.0057 loss: 1.1717 2023/03/26 03:18:49 - mmengine - INFO - Epoch(train) [163][2500/5005] lr: 1.7054e-03 eta: 1 day, 10:39:28 time: 0.1721 data_time: 0.0057 loss: 1.2660 2023/03/26 03:19:07 - mmengine - INFO - Epoch(train) [163][2600/5005] lr: 1.7054e-03 eta: 1 day, 10:39:09 time: 0.1715 data_time: 0.0058 loss: 1.3118 2023/03/26 03:19:25 - mmengine - INFO - Epoch(train) [163][2700/5005] lr: 1.7054e-03 eta: 1 day, 10:38:50 time: 0.1715 data_time: 0.0059 loss: 1.1869 2023/03/26 03:19:43 - mmengine - INFO - Epoch(train) [163][2800/5005] lr: 1.7054e-03 eta: 1 day, 10:38:32 time: 0.1963 data_time: 0.0056 loss: 1.2396 2023/03/26 03:20:00 - mmengine - INFO - Epoch(train) [163][2900/5005] lr: 1.7054e-03 eta: 1 day, 10:38:13 time: 0.1720 data_time: 0.0057 loss: 1.0745 2023/03/26 03:20:18 - mmengine - INFO - Epoch(train) [163][3000/5005] lr: 1.7054e-03 eta: 1 day, 10:37:54 time: 0.1717 data_time: 0.0060 loss: 1.2423 2023/03/26 03:20:36 - mmengine - INFO - Epoch(train) [163][3100/5005] lr: 1.7054e-03 eta: 1 day, 10:37:35 time: 0.1712 data_time: 0.0059 loss: 1.4063 2023/03/26 03:20:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:20:54 - mmengine - INFO - Epoch(train) [163][3200/5005] lr: 1.7054e-03 eta: 1 day, 10:37:17 time: 0.1717 data_time: 0.0057 loss: 1.3049 2023/03/26 03:21:11 - mmengine - INFO - Epoch(train) [163][3300/5005] lr: 1.7054e-03 eta: 1 day, 10:36:58 time: 0.1712 data_time: 0.0057 loss: 1.1037 2023/03/26 03:21:29 - mmengine - INFO - Epoch(train) [163][3400/5005] lr: 1.7054e-03 eta: 1 day, 10:36:39 time: 0.1723 data_time: 0.0058 loss: 1.5531 2023/03/26 03:21:47 - mmengine - INFO - Epoch(train) [163][3500/5005] lr: 1.7054e-03 eta: 1 day, 10:36:20 time: 0.1713 data_time: 0.0058 loss: 1.1720 2023/03/26 03:22:05 - mmengine - INFO - Epoch(train) [163][3600/5005] lr: 1.7054e-03 eta: 1 day, 10:36:01 time: 0.1721 data_time: 0.0057 loss: 1.1819 2023/03/26 03:22:23 - mmengine - INFO - Epoch(train) [163][3700/5005] lr: 1.7054e-03 eta: 1 day, 10:35:43 time: 0.2149 data_time: 0.0055 loss: 1.3233 2023/03/26 03:22:40 - mmengine - INFO - Epoch(train) [163][3800/5005] lr: 1.7054e-03 eta: 1 day, 10:35:24 time: 0.1730 data_time: 0.0058 loss: 1.2852 2023/03/26 03:22:58 - mmengine - INFO - Epoch(train) [163][3900/5005] lr: 1.7054e-03 eta: 1 day, 10:35:05 time: 0.1734 data_time: 0.0058 loss: 1.1815 2023/03/26 03:23:16 - mmengine - INFO - Epoch(train) [163][4000/5005] lr: 1.7054e-03 eta: 1 day, 10:34:46 time: 0.1714 data_time: 0.0059 loss: 1.2371 2023/03/26 03:23:33 - mmengine - INFO - Epoch(train) [163][4100/5005] lr: 1.7054e-03 eta: 1 day, 10:34:27 time: 0.1730 data_time: 0.0058 loss: 1.1696 2023/03/26 03:23:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:23:51 - mmengine - INFO - Epoch(train) [163][4200/5005] lr: 1.7054e-03 eta: 1 day, 10:34:09 time: 0.1727 data_time: 0.0059 loss: 1.3557 2023/03/26 03:24:09 - mmengine - INFO - Epoch(train) [163][4300/5005] lr: 1.7054e-03 eta: 1 day, 10:33:50 time: 0.1721 data_time: 0.0059 loss: 1.1751 2023/03/26 03:24:27 - mmengine - INFO - Epoch(train) [163][4400/5005] lr: 1.7054e-03 eta: 1 day, 10:33:31 time: 0.1717 data_time: 0.0058 loss: 1.2489 2023/03/26 03:24:45 - mmengine - INFO - Epoch(train) [163][4500/5005] lr: 1.7054e-03 eta: 1 day, 10:33:12 time: 0.1733 data_time: 0.0058 loss: 1.2719 2023/03/26 03:25:03 - mmengine - INFO - Epoch(train) [163][4600/5005] lr: 1.7054e-03 eta: 1 day, 10:32:54 time: 0.1706 data_time: 0.0058 loss: 1.2357 2023/03/26 03:25:20 - mmengine - INFO - Epoch(train) [163][4700/5005] lr: 1.7054e-03 eta: 1 day, 10:32:35 time: 0.1706 data_time: 0.0060 loss: 1.2632 2023/03/26 03:25:38 - mmengine - INFO - Epoch(train) [163][4800/5005] lr: 1.7054e-03 eta: 1 day, 10:32:16 time: 0.1721 data_time: 0.0060 loss: 1.3625 2023/03/26 03:25:56 - mmengine - INFO - Epoch(train) [163][4900/5005] lr: 1.7054e-03 eta: 1 day, 10:31:57 time: 0.1720 data_time: 0.0056 loss: 1.1692 2023/03/26 03:26:13 - mmengine - INFO - Epoch(train) [163][5000/5005] lr: 1.7054e-03 eta: 1 day, 10:31:38 time: 0.1711 data_time: 0.0066 loss: 1.2399 2023/03/26 03:26:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:26:14 - mmengine - INFO - Saving checkpoint at 163 epochs 2023/03/26 03:26:22 - mmengine - INFO - Epoch(val) [163][100/196] eta: 0:00:07 time: 0.0762 data_time: 0.0400 2023/03/26 03:26:52 - mmengine - INFO - Epoch(val) [163][196/196] accuracy/top1: 70.6520 accuracy/top5: 89.5520data_time: 0.0699 time: 0.1018 2023/03/26 03:27:10 - mmengine - INFO - Epoch(train) [164][ 100/5005] lr: 1.6713e-03 eta: 1 day, 10:31:20 time: 0.1699 data_time: 0.0058 loss: 1.2839 2023/03/26 03:27:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:27:28 - mmengine - INFO - Epoch(train) [164][ 200/5005] lr: 1.6713e-03 eta: 1 day, 10:31:01 time: 0.1707 data_time: 0.0058 loss: 1.3928 2023/03/26 03:27:46 - mmengine - INFO - Epoch(train) [164][ 300/5005] lr: 1.6713e-03 eta: 1 day, 10:30:42 time: 0.1946 data_time: 0.0058 loss: 1.4263 2023/03/26 03:28:04 - mmengine - INFO - Epoch(train) [164][ 400/5005] lr: 1.6713e-03 eta: 1 day, 10:30:23 time: 0.1715 data_time: 0.0058 loss: 1.4059 2023/03/26 03:28:22 - mmengine - INFO - Epoch(train) [164][ 500/5005] lr: 1.6713e-03 eta: 1 day, 10:30:05 time: 0.1720 data_time: 0.0058 loss: 1.4602 2023/03/26 03:28:39 - mmengine - INFO - Epoch(train) [164][ 600/5005] lr: 1.6713e-03 eta: 1 day, 10:29:46 time: 0.1709 data_time: 0.0059 loss: 1.3929 2023/03/26 03:28:57 - mmengine - INFO - Epoch(train) [164][ 700/5005] lr: 1.6713e-03 eta: 1 day, 10:29:27 time: 0.1719 data_time: 0.0058 loss: 1.2421 2023/03/26 03:29:14 - mmengine - INFO - Epoch(train) [164][ 800/5005] lr: 1.6713e-03 eta: 1 day, 10:29:08 time: 0.1729 data_time: 0.0058 loss: 1.2885 2023/03/26 03:29:32 - mmengine - INFO - Epoch(train) [164][ 900/5005] lr: 1.6713e-03 eta: 1 day, 10:28:49 time: 0.1737 data_time: 0.0059 loss: 1.3535 2023/03/26 03:29:50 - mmengine - INFO - Epoch(train) [164][1000/5005] lr: 1.6713e-03 eta: 1 day, 10:28:31 time: 0.1709 data_time: 0.0057 loss: 1.1036 2023/03/26 03:30:08 - mmengine - INFO - Epoch(train) [164][1100/5005] lr: 1.6713e-03 eta: 1 day, 10:28:12 time: 0.1946 data_time: 0.0056 loss: 1.2916 2023/03/26 03:30:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:30:26 - mmengine - INFO - Epoch(train) [164][1200/5005] lr: 1.6713e-03 eta: 1 day, 10:27:53 time: 0.1715 data_time: 0.0059 loss: 1.2928 2023/03/26 03:30:43 - mmengine - INFO - Epoch(train) [164][1300/5005] lr: 1.6713e-03 eta: 1 day, 10:27:34 time: 0.1712 data_time: 0.0058 loss: 1.4832 2023/03/26 03:31:01 - mmengine - INFO - Epoch(train) [164][1400/5005] lr: 1.6713e-03 eta: 1 day, 10:27:16 time: 0.1716 data_time: 0.0058 loss: 1.3998 2023/03/26 03:31:19 - mmengine - INFO - Epoch(train) [164][1500/5005] lr: 1.6713e-03 eta: 1 day, 10:26:57 time: 0.1827 data_time: 0.0058 loss: 1.4217 2023/03/26 03:31:37 - mmengine - INFO - Epoch(train) [164][1600/5005] lr: 1.6713e-03 eta: 1 day, 10:26:38 time: 0.1713 data_time: 0.0058 loss: 1.1364 2023/03/26 03:31:54 - mmengine - INFO - Epoch(train) [164][1700/5005] lr: 1.6713e-03 eta: 1 day, 10:26:19 time: 0.1715 data_time: 0.0058 loss: 1.1937 2023/03/26 03:32:12 - mmengine - INFO - Epoch(train) [164][1800/5005] lr: 1.6713e-03 eta: 1 day, 10:26:00 time: 0.1724 data_time: 0.0057 loss: 1.1103 2023/03/26 03:32:30 - mmengine - INFO - Epoch(train) [164][1900/5005] lr: 1.6713e-03 eta: 1 day, 10:25:42 time: 0.1721 data_time: 0.0059 loss: 1.4425 2023/03/26 03:32:48 - mmengine - INFO - Epoch(train) [164][2000/5005] lr: 1.6713e-03 eta: 1 day, 10:25:23 time: 0.1712 data_time: 0.0057 loss: 1.2457 2023/03/26 03:33:05 - mmengine - INFO - Epoch(train) [164][2100/5005] lr: 1.6713e-03 eta: 1 day, 10:25:04 time: 0.1712 data_time: 0.0057 loss: 1.3819 2023/03/26 03:33:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:33:23 - mmengine - INFO - Epoch(train) [164][2200/5005] lr: 1.6713e-03 eta: 1 day, 10:24:45 time: 0.1713 data_time: 0.0060 loss: 1.3019 2023/03/26 03:33:41 - mmengine - INFO - Epoch(train) [164][2300/5005] lr: 1.6713e-03 eta: 1 day, 10:24:27 time: 0.1734 data_time: 0.0058 loss: 1.1283 2023/03/26 03:33:58 - mmengine - INFO - Epoch(train) [164][2400/5005] lr: 1.6713e-03 eta: 1 day, 10:24:08 time: 0.1714 data_time: 0.0059 loss: 1.2475 2023/03/26 03:34:16 - mmengine - INFO - Epoch(train) [164][2500/5005] lr: 1.6713e-03 eta: 1 day, 10:23:49 time: 0.1722 data_time: 0.0057 loss: 1.3321 2023/03/26 03:34:34 - mmengine - INFO - Epoch(train) [164][2600/5005] lr: 1.6713e-03 eta: 1 day, 10:23:30 time: 0.1724 data_time: 0.0058 loss: 1.2588 2023/03/26 03:34:52 - mmengine - INFO - Epoch(train) [164][2700/5005] lr: 1.6713e-03 eta: 1 day, 10:23:12 time: 0.1717 data_time: 0.0057 loss: 1.4391 2023/03/26 03:35:10 - mmengine - INFO - Epoch(train) [164][2800/5005] lr: 1.6713e-03 eta: 1 day, 10:22:53 time: 0.1722 data_time: 0.0056 loss: 1.1785 2023/03/26 03:35:27 - mmengine - INFO - Epoch(train) [164][2900/5005] lr: 1.6713e-03 eta: 1 day, 10:22:34 time: 0.1713 data_time: 0.0058 loss: 1.4523 2023/03/26 03:35:45 - mmengine - INFO - Epoch(train) [164][3000/5005] lr: 1.6713e-03 eta: 1 day, 10:22:15 time: 0.1721 data_time: 0.0057 loss: 1.2425 2023/03/26 03:36:03 - mmengine - INFO - Epoch(train) [164][3100/5005] lr: 1.6713e-03 eta: 1 day, 10:21:57 time: 0.1718 data_time: 0.0059 loss: 1.3091 2023/03/26 03:36:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:36:21 - mmengine - INFO - Epoch(train) [164][3200/5005] lr: 1.6713e-03 eta: 1 day, 10:21:38 time: 0.1726 data_time: 0.0057 loss: 1.3664 2023/03/26 03:36:38 - mmengine - INFO - Epoch(train) [164][3300/5005] lr: 1.6713e-03 eta: 1 day, 10:21:19 time: 0.1725 data_time: 0.0057 loss: 1.1351 2023/03/26 03:36:56 - mmengine - INFO - Epoch(train) [164][3400/5005] lr: 1.6713e-03 eta: 1 day, 10:21:00 time: 0.1722 data_time: 0.0058 loss: 1.2414 2023/03/26 03:37:14 - mmengine - INFO - Epoch(train) [164][3500/5005] lr: 1.6713e-03 eta: 1 day, 10:20:42 time: 0.1718 data_time: 0.0056 loss: 1.2206 2023/03/26 03:37:32 - mmengine - INFO - Epoch(train) [164][3600/5005] lr: 1.6713e-03 eta: 1 day, 10:20:23 time: 0.1716 data_time: 0.0057 loss: 1.2716 2023/03/26 03:37:50 - mmengine - INFO - Epoch(train) [164][3700/5005] lr: 1.6713e-03 eta: 1 day, 10:20:04 time: 0.1720 data_time: 0.0061 loss: 1.2373 2023/03/26 03:38:07 - mmengine - INFO - Epoch(train) [164][3800/5005] lr: 1.6713e-03 eta: 1 day, 10:19:45 time: 0.1717 data_time: 0.0058 loss: 1.3444 2023/03/26 03:38:25 - mmengine - INFO - Epoch(train) [164][3900/5005] lr: 1.6713e-03 eta: 1 day, 10:19:27 time: 0.1713 data_time: 0.0057 loss: 1.3261 2023/03/26 03:38:43 - mmengine - INFO - Epoch(train) [164][4000/5005] lr: 1.6713e-03 eta: 1 day, 10:19:08 time: 0.1739 data_time: 0.0058 loss: 1.1906 2023/03/26 03:39:00 - mmengine - INFO - Epoch(train) [164][4100/5005] lr: 1.6713e-03 eta: 1 day, 10:18:49 time: 0.1716 data_time: 0.0059 loss: 1.2376 2023/03/26 03:39:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:39:18 - mmengine - INFO - Epoch(train) [164][4200/5005] lr: 1.6713e-03 eta: 1 day, 10:18:30 time: 0.1717 data_time: 0.0060 loss: 1.3311 2023/03/26 03:39:36 - mmengine - INFO - Epoch(train) [164][4300/5005] lr: 1.6713e-03 eta: 1 day, 10:18:12 time: 0.1738 data_time: 0.0059 loss: 1.2373 2023/03/26 03:39:54 - mmengine - INFO - Epoch(train) [164][4400/5005] lr: 1.6713e-03 eta: 1 day, 10:17:53 time: 0.1717 data_time: 0.0058 loss: 1.2737 2023/03/26 03:40:11 - mmengine - INFO - Epoch(train) [164][4500/5005] lr: 1.6713e-03 eta: 1 day, 10:17:34 time: 0.1729 data_time: 0.0058 loss: 1.3615 2023/03/26 03:40:29 - mmengine - INFO - Epoch(train) [164][4600/5005] lr: 1.6713e-03 eta: 1 day, 10:17:16 time: 0.1714 data_time: 0.0057 loss: 1.3513 2023/03/26 03:40:47 - mmengine - INFO - Epoch(train) [164][4700/5005] lr: 1.6713e-03 eta: 1 day, 10:16:57 time: 0.1716 data_time: 0.0057 loss: 1.3017 2023/03/26 03:41:05 - mmengine - INFO - Epoch(train) [164][4800/5005] lr: 1.6713e-03 eta: 1 day, 10:16:38 time: 0.1716 data_time: 0.0060 loss: 1.4128 2023/03/26 03:41:22 - mmengine - INFO - Epoch(train) [164][4900/5005] lr: 1.6713e-03 eta: 1 day, 10:16:19 time: 0.1718 data_time: 0.0059 loss: 1.4171 2023/03/26 03:41:40 - mmengine - INFO - Epoch(train) [164][5000/5005] lr: 1.6713e-03 eta: 1 day, 10:16:00 time: 0.1703 data_time: 0.0064 loss: 1.3533 2023/03/26 03:41:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:41:41 - mmengine - INFO - Saving checkpoint at 164 epochs 2023/03/26 03:41:49 - mmengine - INFO - Epoch(val) [164][100/196] eta: 0:00:06 time: 0.0615 data_time: 0.0260 2023/03/26 03:42:19 - mmengine - INFO - Epoch(val) [164][196/196] accuracy/top1: 70.5560 accuracy/top5: 89.5720data_time: 0.0692 time: 0.1031 2023/03/26 03:42:37 - mmengine - INFO - Epoch(train) [165][ 100/5005] lr: 1.6379e-03 eta: 1 day, 10:15:42 time: 0.1721 data_time: 0.0063 loss: 1.2993 2023/03/26 03:42:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:42:55 - mmengine - INFO - Epoch(train) [165][ 200/5005] lr: 1.6379e-03 eta: 1 day, 10:15:23 time: 0.1719 data_time: 0.0063 loss: 1.1886 2023/03/26 03:43:13 - mmengine - INFO - Epoch(train) [165][ 300/5005] lr: 1.6379e-03 eta: 1 day, 10:15:04 time: 0.1722 data_time: 0.0063 loss: 1.3076 2023/03/26 03:43:31 - mmengine - INFO - Epoch(train) [165][ 400/5005] lr: 1.6379e-03 eta: 1 day, 10:14:46 time: 0.1719 data_time: 0.0064 loss: 1.1954 2023/03/26 03:43:48 - mmengine - INFO - Epoch(train) [165][ 500/5005] lr: 1.6379e-03 eta: 1 day, 10:14:27 time: 0.1723 data_time: 0.0063 loss: 1.6124 2023/03/26 03:44:06 - mmengine - INFO - Epoch(train) [165][ 600/5005] lr: 1.6379e-03 eta: 1 day, 10:14:08 time: 0.1711 data_time: 0.0063 loss: 1.3007 2023/03/26 03:44:24 - mmengine - INFO - Epoch(train) [165][ 700/5005] lr: 1.6379e-03 eta: 1 day, 10:13:49 time: 0.1723 data_time: 0.0061 loss: 1.3340 2023/03/26 03:44:42 - mmengine - INFO - Epoch(train) [165][ 800/5005] lr: 1.6379e-03 eta: 1 day, 10:13:31 time: 0.1720 data_time: 0.0062 loss: 1.3949 2023/03/26 03:45:00 - mmengine - INFO - Epoch(train) [165][ 900/5005] lr: 1.6379e-03 eta: 1 day, 10:13:12 time: 0.1716 data_time: 0.0061 loss: 1.3288 2023/03/26 03:45:18 - mmengine - INFO - Epoch(train) [165][1000/5005] lr: 1.6379e-03 eta: 1 day, 10:12:53 time: 0.1744 data_time: 0.0063 loss: 1.0948 2023/03/26 03:45:36 - mmengine - INFO - Epoch(train) [165][1100/5005] lr: 1.6379e-03 eta: 1 day, 10:12:35 time: 0.1721 data_time: 0.0064 loss: 1.2835 2023/03/26 03:45:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:45:53 - mmengine - INFO - Epoch(train) [165][1200/5005] lr: 1.6379e-03 eta: 1 day, 10:12:16 time: 0.1727 data_time: 0.0061 loss: 1.2724 2023/03/26 03:46:11 - mmengine - INFO - Epoch(train) [165][1300/5005] lr: 1.6379e-03 eta: 1 day, 10:11:57 time: 0.1725 data_time: 0.0064 loss: 1.2880 2023/03/26 03:46:29 - mmengine - INFO - Epoch(train) [165][1400/5005] lr: 1.6379e-03 eta: 1 day, 10:11:38 time: 0.1719 data_time: 0.0063 loss: 1.2586 2023/03/26 03:46:47 - mmengine - INFO - Epoch(train) [165][1500/5005] lr: 1.6379e-03 eta: 1 day, 10:11:20 time: 0.1725 data_time: 0.0066 loss: 1.3943 2023/03/26 03:47:05 - mmengine - INFO - Epoch(train) [165][1600/5005] lr: 1.6379e-03 eta: 1 day, 10:11:01 time: 0.1683 data_time: 0.0058 loss: 1.2034 2023/03/26 03:47:23 - mmengine - INFO - Epoch(train) [165][1700/5005] lr: 1.6379e-03 eta: 1 day, 10:10:42 time: 0.1719 data_time: 0.0061 loss: 1.3642 2023/03/26 03:47:40 - mmengine - INFO - Epoch(train) [165][1800/5005] lr: 1.6379e-03 eta: 1 day, 10:10:24 time: 0.1717 data_time: 0.0062 loss: 1.3319 2023/03/26 03:47:58 - mmengine - INFO - Epoch(train) [165][1900/5005] lr: 1.6379e-03 eta: 1 day, 10:10:05 time: 0.1724 data_time: 0.0064 loss: 1.2822 2023/03/26 03:48:16 - mmengine - INFO - Epoch(train) [165][2000/5005] lr: 1.6379e-03 eta: 1 day, 10:09:46 time: 0.1729 data_time: 0.0065 loss: 1.2542 2023/03/26 03:48:34 - mmengine - INFO - Epoch(train) [165][2100/5005] lr: 1.6379e-03 eta: 1 day, 10:09:28 time: 0.1723 data_time: 0.0063 loss: 1.4078 2023/03/26 03:48:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:48:51 - mmengine - INFO - Epoch(train) [165][2200/5005] lr: 1.6379e-03 eta: 1 day, 10:09:09 time: 0.1732 data_time: 0.0061 loss: 1.3413 2023/03/26 03:49:09 - mmengine - INFO - Epoch(train) [165][2300/5005] lr: 1.6379e-03 eta: 1 day, 10:08:50 time: 0.1720 data_time: 0.0064 loss: 1.4153 2023/03/26 03:49:27 - mmengine - INFO - Epoch(train) [165][2400/5005] lr: 1.6379e-03 eta: 1 day, 10:08:31 time: 0.1727 data_time: 0.0064 loss: 1.4050 2023/03/26 03:49:45 - mmengine - INFO - Epoch(train) [165][2500/5005] lr: 1.6379e-03 eta: 1 day, 10:08:13 time: 0.1710 data_time: 0.0061 loss: 1.3255 2023/03/26 03:50:03 - mmengine - INFO - Epoch(train) [165][2600/5005] lr: 1.6379e-03 eta: 1 day, 10:07:54 time: 0.1732 data_time: 0.0061 loss: 1.2806 2023/03/26 03:50:21 - mmengine - INFO - Epoch(train) [165][2700/5005] lr: 1.6379e-03 eta: 1 day, 10:07:35 time: 0.1726 data_time: 0.0062 loss: 1.0461 2023/03/26 03:50:38 - mmengine - INFO - Epoch(train) [165][2800/5005] lr: 1.6379e-03 eta: 1 day, 10:07:17 time: 0.1728 data_time: 0.0062 loss: 1.2251 2023/03/26 03:50:56 - mmengine - INFO - Epoch(train) [165][2900/5005] lr: 1.6379e-03 eta: 1 day, 10:06:58 time: 0.1723 data_time: 0.0062 loss: 1.2356 2023/03/26 03:51:14 - mmengine - INFO - Epoch(train) [165][3000/5005] lr: 1.6379e-03 eta: 1 day, 10:06:39 time: 0.1723 data_time: 0.0062 loss: 1.1937 2023/03/26 03:51:32 - mmengine - INFO - Epoch(train) [165][3100/5005] lr: 1.6379e-03 eta: 1 day, 10:06:20 time: 0.1715 data_time: 0.0062 loss: 1.1089 2023/03/26 03:51:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:51:49 - mmengine - INFO - Epoch(train) [165][3200/5005] lr: 1.6379e-03 eta: 1 day, 10:06:02 time: 0.1893 data_time: 0.0062 loss: 1.2269 2023/03/26 03:52:07 - mmengine - INFO - Epoch(train) [165][3300/5005] lr: 1.6379e-03 eta: 1 day, 10:05:43 time: 0.1713 data_time: 0.0061 loss: 1.2304 2023/03/26 03:52:25 - mmengine - INFO - Epoch(train) [165][3400/5005] lr: 1.6379e-03 eta: 1 day, 10:05:25 time: 0.1712 data_time: 0.0061 loss: 1.2233 2023/03/26 03:52:43 - mmengine - INFO - Epoch(train) [165][3500/5005] lr: 1.6379e-03 eta: 1 day, 10:05:06 time: 0.1726 data_time: 0.0060 loss: 1.2579 2023/03/26 03:53:01 - mmengine - INFO - Epoch(train) [165][3600/5005] lr: 1.6379e-03 eta: 1 day, 10:04:47 time: 0.1729 data_time: 0.0064 loss: 1.3998 2023/03/26 03:53:18 - mmengine - INFO - Epoch(train) [165][3700/5005] lr: 1.6379e-03 eta: 1 day, 10:04:28 time: 0.1720 data_time: 0.0061 loss: 1.3591 2023/03/26 03:53:36 - mmengine - INFO - Epoch(train) [165][3800/5005] lr: 1.6379e-03 eta: 1 day, 10:04:10 time: 0.1723 data_time: 0.0063 loss: 1.1426 2023/03/26 03:53:54 - mmengine - INFO - Epoch(train) [165][3900/5005] lr: 1.6379e-03 eta: 1 day, 10:03:51 time: 0.1714 data_time: 0.0064 loss: 1.1587 2023/03/26 03:54:12 - mmengine - INFO - Epoch(train) [165][4000/5005] lr: 1.6379e-03 eta: 1 day, 10:03:32 time: 0.1720 data_time: 0.0064 loss: 1.1735 2023/03/26 03:54:30 - mmengine - INFO - Epoch(train) [165][4100/5005] lr: 1.6379e-03 eta: 1 day, 10:03:13 time: 0.1734 data_time: 0.0062 loss: 1.2664 2023/03/26 03:54:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:54:48 - mmengine - INFO - Epoch(train) [165][4200/5005] lr: 1.6379e-03 eta: 1 day, 10:02:55 time: 0.1853 data_time: 0.0062 loss: 1.3963 2023/03/26 03:55:06 - mmengine - INFO - Epoch(train) [165][4300/5005] lr: 1.6379e-03 eta: 1 day, 10:02:36 time: 0.1733 data_time: 0.0062 loss: 1.2421 2023/03/26 03:55:23 - mmengine - INFO - Epoch(train) [165][4400/5005] lr: 1.6379e-03 eta: 1 day, 10:02:17 time: 0.1717 data_time: 0.0062 loss: 1.2888 2023/03/26 03:55:41 - mmengine - INFO - Epoch(train) [165][4500/5005] lr: 1.6379e-03 eta: 1 day, 10:01:59 time: 0.1736 data_time: 0.0060 loss: 1.2103 2023/03/26 03:55:59 - mmengine - INFO - Epoch(train) [165][4600/5005] lr: 1.6379e-03 eta: 1 day, 10:01:40 time: 0.1725 data_time: 0.0062 loss: 1.0872 2023/03/26 03:56:17 - mmengine - INFO - Epoch(train) [165][4700/5005] lr: 1.6379e-03 eta: 1 day, 10:01:21 time: 0.1723 data_time: 0.0064 loss: 1.2318 2023/03/26 03:56:34 - mmengine - INFO - Epoch(train) [165][4800/5005] lr: 1.6379e-03 eta: 1 day, 10:01:03 time: 0.1712 data_time: 0.0063 loss: 1.3403 2023/03/26 03:56:52 - mmengine - INFO - Epoch(train) [165][4900/5005] lr: 1.6379e-03 eta: 1 day, 10:00:44 time: 0.1722 data_time: 0.0061 loss: 1.4039 2023/03/26 03:57:10 - mmengine - INFO - Epoch(train) [165][5000/5005] lr: 1.6379e-03 eta: 1 day, 10:00:25 time: 0.1698 data_time: 0.0067 loss: 1.3077 2023/03/26 03:57:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:57:11 - mmengine - INFO - Saving checkpoint at 165 epochs 2023/03/26 03:57:20 - mmengine - INFO - Epoch(val) [165][100/196] eta: 0:00:06 time: 0.0622 data_time: 0.0259 2023/03/26 03:57:48 - mmengine - INFO - Epoch(val) [165][196/196] accuracy/top1: 70.8000 accuracy/top5: 89.6160data_time: 0.0694 time: 0.1023 2023/03/26 03:58:07 - mmengine - INFO - Epoch(train) [166][ 100/5005] lr: 1.6051e-03 eta: 1 day, 10:00:06 time: 0.1723 data_time: 0.0058 loss: 1.2928 2023/03/26 03:58:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 03:58:25 - mmengine - INFO - Epoch(train) [166][ 200/5005] lr: 1.6051e-03 eta: 1 day, 9:59:48 time: 0.1715 data_time: 0.0059 loss: 1.3128 2023/03/26 03:58:42 - mmengine - INFO - Epoch(train) [166][ 300/5005] lr: 1.6051e-03 eta: 1 day, 9:59:29 time: 0.1727 data_time: 0.0059 loss: 1.3330 2023/03/26 03:59:00 - mmengine - INFO - Epoch(train) [166][ 400/5005] lr: 1.6051e-03 eta: 1 day, 9:59:10 time: 0.1725 data_time: 0.0059 loss: 1.2766 2023/03/26 03:59:18 - mmengine - INFO - Epoch(train) [166][ 500/5005] lr: 1.6051e-03 eta: 1 day, 9:58:51 time: 0.1721 data_time: 0.0060 loss: 1.1915 2023/03/26 03:59:35 - mmengine - INFO - Epoch(train) [166][ 600/5005] lr: 1.6051e-03 eta: 1 day, 9:58:32 time: 0.1715 data_time: 0.0062 loss: 1.3790 2023/03/26 03:59:53 - mmengine - INFO - Epoch(train) [166][ 700/5005] lr: 1.6051e-03 eta: 1 day, 9:58:14 time: 0.1723 data_time: 0.0061 loss: 1.2650 2023/03/26 04:00:11 - mmengine - INFO - Epoch(train) [166][ 800/5005] lr: 1.6051e-03 eta: 1 day, 9:57:55 time: 0.1674 data_time: 0.0060 loss: 1.3456 2023/03/26 04:00:29 - mmengine - INFO - Epoch(train) [166][ 900/5005] lr: 1.6051e-03 eta: 1 day, 9:57:36 time: 0.1712 data_time: 0.0062 loss: 1.2101 2023/03/26 04:00:47 - mmengine - INFO - Epoch(train) [166][1000/5005] lr: 1.6051e-03 eta: 1 day, 9:57:18 time: 0.1720 data_time: 0.0058 loss: 1.3165 2023/03/26 04:01:04 - mmengine - INFO - Epoch(train) [166][1100/5005] lr: 1.6051e-03 eta: 1 day, 9:56:59 time: 0.1710 data_time: 0.0063 loss: 1.1560 2023/03/26 04:01:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:01:22 - mmengine - INFO - Epoch(train) [166][1200/5005] lr: 1.6051e-03 eta: 1 day, 9:56:40 time: 0.1729 data_time: 0.0060 loss: 1.4474 2023/03/26 04:01:40 - mmengine - INFO - Epoch(train) [166][1300/5005] lr: 1.6051e-03 eta: 1 day, 9:56:21 time: 0.1723 data_time: 0.0061 loss: 1.3143 2023/03/26 04:01:57 - mmengine - INFO - Epoch(train) [166][1400/5005] lr: 1.6051e-03 eta: 1 day, 9:56:02 time: 0.1728 data_time: 0.0060 loss: 1.1524 2023/03/26 04:02:16 - mmengine - INFO - Epoch(train) [166][1500/5005] lr: 1.6051e-03 eta: 1 day, 9:55:44 time: 0.1930 data_time: 0.0063 loss: 1.2168 2023/03/26 04:02:33 - mmengine - INFO - Epoch(train) [166][1600/5005] lr: 1.6051e-03 eta: 1 day, 9:55:25 time: 0.1734 data_time: 0.0058 loss: 1.1269 2023/03/26 04:02:51 - mmengine - INFO - Epoch(train) [166][1700/5005] lr: 1.6051e-03 eta: 1 day, 9:55:07 time: 0.1722 data_time: 0.0063 loss: 1.2708 2023/03/26 04:03:09 - mmengine - INFO - Epoch(train) [166][1800/5005] lr: 1.6051e-03 eta: 1 day, 9:54:48 time: 0.1717 data_time: 0.0059 loss: 1.2762 2023/03/26 04:03:27 - mmengine - INFO - Epoch(train) [166][1900/5005] lr: 1.6051e-03 eta: 1 day, 9:54:29 time: 0.1718 data_time: 0.0061 loss: 1.2782 2023/03/26 04:03:44 - mmengine - INFO - Epoch(train) [166][2000/5005] lr: 1.6051e-03 eta: 1 day, 9:54:10 time: 0.1714 data_time: 0.0060 loss: 1.3306 2023/03/26 04:04:02 - mmengine - INFO - Epoch(train) [166][2100/5005] lr: 1.6051e-03 eta: 1 day, 9:53:52 time: 0.1731 data_time: 0.0061 loss: 1.3723 2023/03/26 04:04:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:04:20 - mmengine - INFO - Epoch(train) [166][2200/5005] lr: 1.6051e-03 eta: 1 day, 9:53:33 time: 0.1726 data_time: 0.0065 loss: 1.2830 2023/03/26 04:04:38 - mmengine - INFO - Epoch(train) [166][2300/5005] lr: 1.6051e-03 eta: 1 day, 9:53:14 time: 0.1717 data_time: 0.0059 loss: 1.2176 2023/03/26 04:04:56 - mmengine - INFO - Epoch(train) [166][2400/5005] lr: 1.6051e-03 eta: 1 day, 9:52:56 time: 0.1720 data_time: 0.0061 loss: 1.2192 2023/03/26 04:05:13 - mmengine - INFO - Epoch(train) [166][2500/5005] lr: 1.6051e-03 eta: 1 day, 9:52:37 time: 0.1719 data_time: 0.0060 loss: 1.1816 2023/03/26 04:05:31 - mmengine - INFO - Epoch(train) [166][2600/5005] lr: 1.6051e-03 eta: 1 day, 9:52:18 time: 0.1719 data_time: 0.0061 loss: 1.2389 2023/03/26 04:05:49 - mmengine - INFO - Epoch(train) [166][2700/5005] lr: 1.6051e-03 eta: 1 day, 9:51:59 time: 0.1711 data_time: 0.0061 loss: 1.1673 2023/03/26 04:06:07 - mmengine - INFO - Epoch(train) [166][2800/5005] lr: 1.6051e-03 eta: 1 day, 9:51:41 time: 0.1724 data_time: 0.0061 loss: 1.3519 2023/03/26 04:06:24 - mmengine - INFO - Epoch(train) [166][2900/5005] lr: 1.6051e-03 eta: 1 day, 9:51:22 time: 0.1711 data_time: 0.0061 loss: 1.2465 2023/03/26 04:06:42 - mmengine - INFO - Epoch(train) [166][3000/5005] lr: 1.6051e-03 eta: 1 day, 9:51:03 time: 0.1820 data_time: 0.0062 loss: 1.1892 2023/03/26 04:07:00 - mmengine - INFO - Epoch(train) [166][3100/5005] lr: 1.6051e-03 eta: 1 day, 9:50:44 time: 0.1715 data_time: 0.0060 loss: 1.2110 2023/03/26 04:07:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:07:18 - mmengine - INFO - Epoch(train) [166][3200/5005] lr: 1.6051e-03 eta: 1 day, 9:50:26 time: 0.1882 data_time: 0.0059 loss: 1.3070 2023/03/26 04:07:35 - mmengine - INFO - Epoch(train) [166][3300/5005] lr: 1.6051e-03 eta: 1 day, 9:50:07 time: 0.1707 data_time: 0.0059 loss: 1.3403 2023/03/26 04:07:53 - mmengine - INFO - Epoch(train) [166][3400/5005] lr: 1.6051e-03 eta: 1 day, 9:49:48 time: 0.1724 data_time: 0.0064 loss: 1.4713 2023/03/26 04:08:11 - mmengine - INFO - Epoch(train) [166][3500/5005] lr: 1.6051e-03 eta: 1 day, 9:49:30 time: 0.1717 data_time: 0.0059 loss: 1.2977 2023/03/26 04:08:29 - mmengine - INFO - Epoch(train) [166][3600/5005] lr: 1.6051e-03 eta: 1 day, 9:49:11 time: 0.1971 data_time: 0.0060 loss: 1.1760 2023/03/26 04:08:47 - mmengine - INFO - Epoch(train) [166][3700/5005] lr: 1.6051e-03 eta: 1 day, 9:48:52 time: 0.1710 data_time: 0.0057 loss: 1.3564 2023/03/26 04:09:04 - mmengine - INFO - Epoch(train) [166][3800/5005] lr: 1.6051e-03 eta: 1 day, 9:48:33 time: 0.1706 data_time: 0.0060 loss: 1.3758 2023/03/26 04:09:22 - mmengine - INFO - Epoch(train) [166][3900/5005] lr: 1.6051e-03 eta: 1 day, 9:48:15 time: 0.1723 data_time: 0.0059 loss: 1.1834 2023/03/26 04:09:40 - mmengine - INFO - Epoch(train) [166][4000/5005] lr: 1.6051e-03 eta: 1 day, 9:47:56 time: 0.1720 data_time: 0.0061 loss: 1.2548 2023/03/26 04:09:58 - mmengine - INFO - Epoch(train) [166][4100/5005] lr: 1.6051e-03 eta: 1 day, 9:47:37 time: 0.1734 data_time: 0.0058 loss: 1.2359 2023/03/26 04:10:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:10:15 - mmengine - INFO - Epoch(train) [166][4200/5005] lr: 1.6051e-03 eta: 1 day, 9:47:19 time: 0.1725 data_time: 0.0062 loss: 1.3105 2023/03/26 04:10:33 - mmengine - INFO - Epoch(train) [166][4300/5005] lr: 1.6051e-03 eta: 1 day, 9:47:00 time: 0.1708 data_time: 0.0060 loss: 1.3019 2023/03/26 04:10:51 - mmengine - INFO - Epoch(train) [166][4400/5005] lr: 1.6051e-03 eta: 1 day, 9:46:41 time: 0.1707 data_time: 0.0058 loss: 1.3540 2023/03/26 04:11:09 - mmengine - INFO - Epoch(train) [166][4500/5005] lr: 1.6051e-03 eta: 1 day, 9:46:23 time: 0.1988 data_time: 0.0059 loss: 1.1898 2023/03/26 04:11:26 - mmengine - INFO - Epoch(train) [166][4600/5005] lr: 1.6051e-03 eta: 1 day, 9:46:04 time: 0.1717 data_time: 0.0061 loss: 1.2298 2023/03/26 04:11:44 - mmengine - INFO - Epoch(train) [166][4700/5005] lr: 1.6051e-03 eta: 1 day, 9:45:45 time: 0.1719 data_time: 0.0060 loss: 1.2212 2023/03/26 04:12:02 - mmengine - INFO - Epoch(train) [166][4800/5005] lr: 1.6051e-03 eta: 1 day, 9:45:27 time: 0.1713 data_time: 0.0062 loss: 1.3760 2023/03/26 04:12:20 - mmengine - INFO - Epoch(train) [166][4900/5005] lr: 1.6051e-03 eta: 1 day, 9:45:08 time: 0.1720 data_time: 0.0064 loss: 1.2984 2023/03/26 04:12:37 - mmengine - INFO - Epoch(train) [166][5000/5005] lr: 1.6051e-03 eta: 1 day, 9:44:49 time: 0.1700 data_time: 0.0066 loss: 1.4063 2023/03/26 04:12:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:12:39 - mmengine - INFO - Saving checkpoint at 166 epochs 2023/03/26 04:12:47 - mmengine - INFO - Epoch(val) [166][100/196] eta: 0:00:06 time: 0.0621 data_time: 0.0248 2023/03/26 04:13:15 - mmengine - INFO - Epoch(val) [166][196/196] accuracy/top1: 70.7060 accuracy/top5: 89.6820data_time: 0.0678 time: 0.1007 2023/03/26 04:13:35 - mmengine - INFO - Epoch(train) [167][ 100/5005] lr: 1.5730e-03 eta: 1 day, 9:44:30 time: 0.1726 data_time: 0.0062 loss: 1.3239 2023/03/26 04:13:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:13:53 - mmengine - INFO - Epoch(train) [167][ 200/5005] lr: 1.5730e-03 eta: 1 day, 9:44:12 time: 0.1738 data_time: 0.0063 loss: 1.2967 2023/03/26 04:14:11 - mmengine - INFO - Epoch(train) [167][ 300/5005] lr: 1.5730e-03 eta: 1 day, 9:43:53 time: 0.1716 data_time: 0.0063 loss: 1.3407 2023/03/26 04:14:28 - mmengine - INFO - Epoch(train) [167][ 400/5005] lr: 1.5730e-03 eta: 1 day, 9:43:34 time: 0.1728 data_time: 0.0063 loss: 1.2112 2023/03/26 04:14:46 - mmengine - INFO - Epoch(train) [167][ 500/5005] lr: 1.5730e-03 eta: 1 day, 9:43:16 time: 0.1730 data_time: 0.0063 loss: 1.2758 2023/03/26 04:15:04 - mmengine - INFO - Epoch(train) [167][ 600/5005] lr: 1.5730e-03 eta: 1 day, 9:42:57 time: 0.1727 data_time: 0.0065 loss: 1.4300 2023/03/26 04:15:22 - mmengine - INFO - Epoch(train) [167][ 700/5005] lr: 1.5730e-03 eta: 1 day, 9:42:38 time: 0.1724 data_time: 0.0062 loss: 1.1780 2023/03/26 04:15:40 - mmengine - INFO - Epoch(train) [167][ 800/5005] lr: 1.5730e-03 eta: 1 day, 9:42:20 time: 0.1931 data_time: 0.0062 loss: 1.3908 2023/03/26 04:15:57 - mmengine - INFO - Epoch(train) [167][ 900/5005] lr: 1.5730e-03 eta: 1 day, 9:42:01 time: 0.1740 data_time: 0.0065 loss: 1.1806 2023/03/26 04:16:16 - mmengine - INFO - Epoch(train) [167][1000/5005] lr: 1.5730e-03 eta: 1 day, 9:41:43 time: 0.1952 data_time: 0.0061 loss: 1.2992 2023/03/26 04:16:33 - mmengine - INFO - Epoch(train) [167][1100/5005] lr: 1.5730e-03 eta: 1 day, 9:41:24 time: 0.1727 data_time: 0.0063 loss: 1.3054 2023/03/26 04:16:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:16:51 - mmengine - INFO - Epoch(train) [167][1200/5005] lr: 1.5730e-03 eta: 1 day, 9:41:05 time: 0.1720 data_time: 0.0065 loss: 1.3989 2023/03/26 04:17:09 - mmengine - INFO - Epoch(train) [167][1300/5005] lr: 1.5730e-03 eta: 1 day, 9:40:46 time: 0.1733 data_time: 0.0061 loss: 1.3671 2023/03/26 04:17:27 - mmengine - INFO - Epoch(train) [167][1400/5005] lr: 1.5730e-03 eta: 1 day, 9:40:28 time: 0.1716 data_time: 0.0064 loss: 1.0772 2023/03/26 04:17:45 - mmengine - INFO - Epoch(train) [167][1500/5005] lr: 1.5730e-03 eta: 1 day, 9:40:09 time: 0.1730 data_time: 0.0062 loss: 1.3816 2023/03/26 04:18:02 - mmengine - INFO - Epoch(train) [167][1600/5005] lr: 1.5730e-03 eta: 1 day, 9:39:51 time: 0.1717 data_time: 0.0061 loss: 1.0813 2023/03/26 04:18:20 - mmengine - INFO - Epoch(train) [167][1700/5005] lr: 1.5730e-03 eta: 1 day, 9:39:32 time: 0.1714 data_time: 0.0061 loss: 1.2084 2023/03/26 04:18:38 - mmengine - INFO - Epoch(train) [167][1800/5005] lr: 1.5730e-03 eta: 1 day, 9:39:13 time: 0.1726 data_time: 0.0060 loss: 1.1029 2023/03/26 04:18:56 - mmengine - INFO - Epoch(train) [167][1900/5005] lr: 1.5730e-03 eta: 1 day, 9:38:54 time: 0.1722 data_time: 0.0062 loss: 1.2016 2023/03/26 04:19:14 - mmengine - INFO - Epoch(train) [167][2000/5005] lr: 1.5730e-03 eta: 1 day, 9:38:36 time: 0.1721 data_time: 0.0062 loss: 1.1399 2023/03/26 04:19:32 - mmengine - INFO - Epoch(train) [167][2100/5005] lr: 1.5730e-03 eta: 1 day, 9:38:17 time: 0.1724 data_time: 0.0063 loss: 1.2852 2023/03/26 04:19:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:19:50 - mmengine - INFO - Epoch(train) [167][2200/5005] lr: 1.5730e-03 eta: 1 day, 9:37:59 time: 0.1730 data_time: 0.0063 loss: 1.3840 2023/03/26 04:20:08 - mmengine - INFO - Epoch(train) [167][2300/5005] lr: 1.5730e-03 eta: 1 day, 9:37:40 time: 0.1820 data_time: 0.0064 loss: 1.5763 2023/03/26 04:20:25 - mmengine - INFO - Epoch(train) [167][2400/5005] lr: 1.5730e-03 eta: 1 day, 9:37:21 time: 0.1718 data_time: 0.0063 loss: 1.2321 2023/03/26 04:20:43 - mmengine - INFO - Epoch(train) [167][2500/5005] lr: 1.5730e-03 eta: 1 day, 9:37:03 time: 0.1729 data_time: 0.0061 loss: 1.2763 2023/03/26 04:21:01 - mmengine - INFO - Epoch(train) [167][2600/5005] lr: 1.5730e-03 eta: 1 day, 9:36:44 time: 0.1729 data_time: 0.0061 loss: 1.2300 2023/03/26 04:21:19 - mmengine - INFO - Epoch(train) [167][2700/5005] lr: 1.5730e-03 eta: 1 day, 9:36:25 time: 0.1726 data_time: 0.0064 loss: 1.1749 2023/03/26 04:21:36 - mmengine - INFO - Epoch(train) [167][2800/5005] lr: 1.5730e-03 eta: 1 day, 9:36:07 time: 0.1720 data_time: 0.0062 loss: 1.2026 2023/03/26 04:21:55 - mmengine - INFO - Epoch(train) [167][2900/5005] lr: 1.5730e-03 eta: 1 day, 9:35:48 time: 0.1728 data_time: 0.0065 loss: 1.1385 2023/03/26 04:22:13 - mmengine - INFO - Epoch(train) [167][3000/5005] lr: 1.5730e-03 eta: 1 day, 9:35:30 time: 0.1731 data_time: 0.0066 loss: 1.3518 2023/03/26 04:22:31 - mmengine - INFO - Epoch(train) [167][3100/5005] lr: 1.5730e-03 eta: 1 day, 9:35:11 time: 0.1727 data_time: 0.0066 loss: 1.3104 2023/03/26 04:22:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:22:48 - mmengine - INFO - Epoch(train) [167][3200/5005] lr: 1.5730e-03 eta: 1 day, 9:34:52 time: 0.1732 data_time: 0.0063 loss: 1.3401 2023/03/26 04:23:06 - mmengine - INFO - Epoch(train) [167][3300/5005] lr: 1.5730e-03 eta: 1 day, 9:34:34 time: 0.1731 data_time: 0.0061 loss: 1.4030 2023/03/26 04:23:24 - mmengine - INFO - Epoch(train) [167][3400/5005] lr: 1.5730e-03 eta: 1 day, 9:34:15 time: 0.1726 data_time: 0.0062 loss: 1.1380 2023/03/26 04:23:42 - mmengine - INFO - Epoch(train) [167][3500/5005] lr: 1.5730e-03 eta: 1 day, 9:33:56 time: 0.1732 data_time: 0.0064 loss: 1.3461 2023/03/26 04:24:00 - mmengine - INFO - Epoch(train) [167][3600/5005] lr: 1.5730e-03 eta: 1 day, 9:33:38 time: 0.1980 data_time: 0.0060 loss: 1.1523 2023/03/26 04:24:17 - mmengine - INFO - Epoch(train) [167][3700/5005] lr: 1.5730e-03 eta: 1 day, 9:33:19 time: 0.1729 data_time: 0.0062 loss: 1.4939 2023/03/26 04:24:35 - mmengine - INFO - Epoch(train) [167][3800/5005] lr: 1.5730e-03 eta: 1 day, 9:33:00 time: 0.1740 data_time: 0.0061 loss: 1.2208 2023/03/26 04:24:53 - mmengine - INFO - Epoch(train) [167][3900/5005] lr: 1.5730e-03 eta: 1 day, 9:32:42 time: 0.1726 data_time: 0.0065 loss: 1.3583 2023/03/26 04:25:11 - mmengine - INFO - Epoch(train) [167][4000/5005] lr: 1.5730e-03 eta: 1 day, 9:32:23 time: 0.1738 data_time: 0.0061 loss: 1.3183 2023/03/26 04:25:29 - mmengine - INFO - Epoch(train) [167][4100/5005] lr: 1.5730e-03 eta: 1 day, 9:32:04 time: 0.1726 data_time: 0.0062 loss: 1.2449 2023/03/26 04:25:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:25:47 - mmengine - INFO - Epoch(train) [167][4200/5005] lr: 1.5730e-03 eta: 1 day, 9:31:46 time: 0.1725 data_time: 0.0063 loss: 1.1796 2023/03/26 04:26:05 - mmengine - INFO - Epoch(train) [167][4300/5005] lr: 1.5730e-03 eta: 1 day, 9:31:27 time: 0.1829 data_time: 0.0061 loss: 1.2480 2023/03/26 04:26:23 - mmengine - INFO - Epoch(train) [167][4400/5005] lr: 1.5730e-03 eta: 1 day, 9:31:09 time: 0.1724 data_time: 0.0061 loss: 1.4881 2023/03/26 04:26:40 - mmengine - INFO - Epoch(train) [167][4500/5005] lr: 1.5730e-03 eta: 1 day, 9:30:50 time: 0.1730 data_time: 0.0065 loss: 1.1030 2023/03/26 04:26:58 - mmengine - INFO - Epoch(train) [167][4600/5005] lr: 1.5730e-03 eta: 1 day, 9:30:31 time: 0.1726 data_time: 0.0064 loss: 1.2323 2023/03/26 04:27:16 - mmengine - INFO - Epoch(train) [167][4700/5005] lr: 1.5730e-03 eta: 1 day, 9:30:13 time: 0.1731 data_time: 0.0066 loss: 1.1982 2023/03/26 04:27:34 - mmengine - INFO - Epoch(train) [167][4800/5005] lr: 1.5730e-03 eta: 1 day, 9:29:54 time: 0.1768 data_time: 0.0067 loss: 1.3890 2023/03/26 04:27:52 - mmengine - INFO - Epoch(train) [167][4900/5005] lr: 1.5730e-03 eta: 1 day, 9:29:35 time: 0.1699 data_time: 0.0066 loss: 1.2714 2023/03/26 04:28:09 - mmengine - INFO - Epoch(train) [167][5000/5005] lr: 1.5730e-03 eta: 1 day, 9:29:17 time: 0.1710 data_time: 0.0066 loss: 1.2084 2023/03/26 04:28:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:28:11 - mmengine - INFO - Saving checkpoint at 167 epochs 2023/03/26 04:28:19 - mmengine - INFO - Epoch(val) [167][100/196] eta: 0:00:06 time: 0.0623 data_time: 0.0254 2023/03/26 04:28:48 - mmengine - INFO - Epoch(val) [167][196/196] accuracy/top1: 70.6340 accuracy/top5: 89.5220data_time: 0.0702 time: 0.1017 2023/03/26 04:29:06 - mmengine - INFO - Epoch(train) [168][ 100/5005] lr: 1.5416e-03 eta: 1 day, 9:28:58 time: 0.1731 data_time: 0.0061 loss: 1.1968 2023/03/26 04:29:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:29:25 - mmengine - INFO - Epoch(train) [168][ 200/5005] lr: 1.5416e-03 eta: 1 day, 9:28:40 time: 0.1731 data_time: 0.0062 loss: 1.2730 2023/03/26 04:29:42 - mmengine - INFO - Epoch(train) [168][ 300/5005] lr: 1.5416e-03 eta: 1 day, 9:28:21 time: 0.1720 data_time: 0.0064 loss: 1.3554 2023/03/26 04:30:00 - mmengine - INFO - Epoch(train) [168][ 400/5005] lr: 1.5416e-03 eta: 1 day, 9:28:02 time: 0.1724 data_time: 0.0064 loss: 1.4109 2023/03/26 04:30:18 - mmengine - INFO - Epoch(train) [168][ 500/5005] lr: 1.5416e-03 eta: 1 day, 9:27:43 time: 0.1718 data_time: 0.0063 loss: 1.2549 2023/03/26 04:30:36 - mmengine - INFO - Epoch(train) [168][ 600/5005] lr: 1.5416e-03 eta: 1 day, 9:27:25 time: 0.1720 data_time: 0.0061 loss: 1.3321 2023/03/26 04:30:53 - mmengine - INFO - Epoch(train) [168][ 700/5005] lr: 1.5416e-03 eta: 1 day, 9:27:06 time: 0.1718 data_time: 0.0061 loss: 1.1498 2023/03/26 04:31:11 - mmengine - INFO - Epoch(train) [168][ 800/5005] lr: 1.5416e-03 eta: 1 day, 9:26:47 time: 0.1733 data_time: 0.0063 loss: 1.3586 2023/03/26 04:31:29 - mmengine - INFO - Epoch(train) [168][ 900/5005] lr: 1.5416e-03 eta: 1 day, 9:26:29 time: 0.1716 data_time: 0.0061 loss: 1.4259 2023/03/26 04:31:47 - mmengine - INFO - Epoch(train) [168][1000/5005] lr: 1.5416e-03 eta: 1 day, 9:26:10 time: 0.1714 data_time: 0.0060 loss: 1.2066 2023/03/26 04:32:05 - mmengine - INFO - Epoch(train) [168][1100/5005] lr: 1.5416e-03 eta: 1 day, 9:25:51 time: 0.1723 data_time: 0.0063 loss: 1.1174 2023/03/26 04:32:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:32:23 - mmengine - INFO - Epoch(train) [168][1200/5005] lr: 1.5416e-03 eta: 1 day, 9:25:33 time: 0.1717 data_time: 0.0061 loss: 1.1438 2023/03/26 04:32:40 - mmengine - INFO - Epoch(train) [168][1300/5005] lr: 1.5416e-03 eta: 1 day, 9:25:14 time: 0.1725 data_time: 0.0065 loss: 1.1971 2023/03/26 04:32:58 - mmengine - INFO - Epoch(train) [168][1400/5005] lr: 1.5416e-03 eta: 1 day, 9:24:55 time: 0.1723 data_time: 0.0061 loss: 1.3472 2023/03/26 04:33:16 - mmengine - INFO - Epoch(train) [168][1500/5005] lr: 1.5416e-03 eta: 1 day, 9:24:37 time: 0.1719 data_time: 0.0064 loss: 1.1221 2023/03/26 04:33:34 - mmengine - INFO - Epoch(train) [168][1600/5005] lr: 1.5416e-03 eta: 1 day, 9:24:18 time: 0.1731 data_time: 0.0064 loss: 1.2259 2023/03/26 04:33:52 - mmengine - INFO - Epoch(train) [168][1700/5005] lr: 1.5416e-03 eta: 1 day, 9:23:59 time: 0.1719 data_time: 0.0063 loss: 1.0500 2023/03/26 04:34:09 - mmengine - INFO - Epoch(train) [168][1800/5005] lr: 1.5416e-03 eta: 1 day, 9:23:41 time: 0.1954 data_time: 0.0061 loss: 1.4443 2023/03/26 04:34:27 - mmengine - INFO - Epoch(train) [168][1900/5005] lr: 1.5416e-03 eta: 1 day, 9:23:22 time: 0.1887 data_time: 0.0060 loss: 1.1861 2023/03/26 04:34:45 - mmengine - INFO - Epoch(train) [168][2000/5005] lr: 1.5416e-03 eta: 1 day, 9:23:04 time: 0.1717 data_time: 0.0061 loss: 1.1291 2023/03/26 04:35:03 - mmengine - INFO - Epoch(train) [168][2100/5005] lr: 1.5416e-03 eta: 1 day, 9:22:45 time: 0.1719 data_time: 0.0064 loss: 1.2530 2023/03/26 04:35:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:35:20 - mmengine - INFO - Epoch(train) [168][2200/5005] lr: 1.5416e-03 eta: 1 day, 9:22:26 time: 0.1722 data_time: 0.0062 loss: 1.3073 2023/03/26 04:35:38 - mmengine - INFO - Epoch(train) [168][2300/5005] lr: 1.5416e-03 eta: 1 day, 9:22:07 time: 0.1720 data_time: 0.0063 loss: 1.2565 2023/03/26 04:35:56 - mmengine - INFO - Epoch(train) [168][2400/5005] lr: 1.5416e-03 eta: 1 day, 9:21:49 time: 0.2034 data_time: 0.0061 loss: 1.4002 2023/03/26 04:36:14 - mmengine - INFO - Epoch(train) [168][2500/5005] lr: 1.5416e-03 eta: 1 day, 9:21:30 time: 0.1719 data_time: 0.0062 loss: 1.3335 2023/03/26 04:36:32 - mmengine - INFO - Epoch(train) [168][2600/5005] lr: 1.5416e-03 eta: 1 day, 9:21:11 time: 0.1714 data_time: 0.0061 loss: 1.2230 2023/03/26 04:36:50 - mmengine - INFO - Epoch(train) [168][2700/5005] lr: 1.5416e-03 eta: 1 day, 9:20:53 time: 0.1722 data_time: 0.0063 loss: 1.4984 2023/03/26 04:37:08 - mmengine - INFO - Epoch(train) [168][2800/5005] lr: 1.5416e-03 eta: 1 day, 9:20:34 time: 0.1723 data_time: 0.0063 loss: 1.2328 2023/03/26 04:37:25 - mmengine - INFO - Epoch(train) [168][2900/5005] lr: 1.5416e-03 eta: 1 day, 9:20:15 time: 0.1733 data_time: 0.0064 loss: 1.2948 2023/03/26 04:37:43 - mmengine - INFO - Epoch(train) [168][3000/5005] lr: 1.5416e-03 eta: 1 day, 9:19:57 time: 0.1719 data_time: 0.0066 loss: 1.1775 2023/03/26 04:38:01 - mmengine - INFO - Epoch(train) [168][3100/5005] lr: 1.5416e-03 eta: 1 day, 9:19:38 time: 0.1729 data_time: 0.0066 loss: 1.1709 2023/03/26 04:38:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:38:19 - mmengine - INFO - Epoch(train) [168][3200/5005] lr: 1.5416e-03 eta: 1 day, 9:19:19 time: 0.1726 data_time: 0.0065 loss: 1.2067 2023/03/26 04:38:37 - mmengine - INFO - Epoch(train) [168][3300/5005] lr: 1.5416e-03 eta: 1 day, 9:19:01 time: 0.1722 data_time: 0.0063 loss: 1.1422 2023/03/26 04:38:54 - mmengine - INFO - Epoch(train) [168][3400/5005] lr: 1.5416e-03 eta: 1 day, 9:18:42 time: 0.1718 data_time: 0.0061 loss: 1.4841 2023/03/26 04:39:12 - mmengine - INFO - Epoch(train) [168][3500/5005] lr: 1.5416e-03 eta: 1 day, 9:18:23 time: 0.1723 data_time: 0.0062 loss: 1.2545 2023/03/26 04:39:31 - mmengine - INFO - Epoch(train) [168][3600/5005] lr: 1.5416e-03 eta: 1 day, 9:18:05 time: 0.1745 data_time: 0.0064 loss: 1.3695 2023/03/26 04:39:48 - mmengine - INFO - Epoch(train) [168][3700/5005] lr: 1.5416e-03 eta: 1 day, 9:17:46 time: 0.1727 data_time: 0.0062 loss: 1.1983 2023/03/26 04:40:06 - mmengine - INFO - Epoch(train) [168][3800/5005] lr: 1.5416e-03 eta: 1 day, 9:17:28 time: 0.1721 data_time: 0.0060 loss: 1.2539 2023/03/26 04:40:24 - mmengine - INFO - Epoch(train) [168][3900/5005] lr: 1.5416e-03 eta: 1 day, 9:17:09 time: 0.1713 data_time: 0.0062 loss: 1.1041 2023/03/26 04:40:42 - mmengine - INFO - Epoch(train) [168][4000/5005] lr: 1.5416e-03 eta: 1 day, 9:16:50 time: 0.1713 data_time: 0.0061 loss: 1.2652 2023/03/26 04:40:59 - mmengine - INFO - Epoch(train) [168][4100/5005] lr: 1.5416e-03 eta: 1 day, 9:16:32 time: 0.1719 data_time: 0.0062 loss: 1.4571 2023/03/26 04:41:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:41:17 - mmengine - INFO - Epoch(train) [168][4200/5005] lr: 1.5416e-03 eta: 1 day, 9:16:13 time: 0.1723 data_time: 0.0065 loss: 1.1259 2023/03/26 04:41:35 - mmengine - INFO - Epoch(train) [168][4300/5005] lr: 1.5416e-03 eta: 1 day, 9:15:54 time: 0.1716 data_time: 0.0062 loss: 1.4174 2023/03/26 04:41:53 - mmengine - INFO - Epoch(train) [168][4400/5005] lr: 1.5416e-03 eta: 1 day, 9:15:36 time: 0.1736 data_time: 0.0060 loss: 1.4479 2023/03/26 04:42:11 - mmengine - INFO - Epoch(train) [168][4500/5005] lr: 1.5416e-03 eta: 1 day, 9:15:17 time: 0.1718 data_time: 0.0063 loss: 1.1424 2023/03/26 04:42:29 - mmengine - INFO - Epoch(train) [168][4600/5005] lr: 1.5416e-03 eta: 1 day, 9:14:59 time: 0.1720 data_time: 0.0061 loss: 1.2485 2023/03/26 04:42:46 - mmengine - INFO - Epoch(train) [168][4700/5005] lr: 1.5416e-03 eta: 1 day, 9:14:40 time: 0.1724 data_time: 0.0062 loss: 1.3037 2023/03/26 04:43:04 - mmengine - INFO - Epoch(train) [168][4800/5005] lr: 1.5416e-03 eta: 1 day, 9:14:21 time: 0.1719 data_time: 0.0065 loss: 1.3893 2023/03/26 04:43:22 - mmengine - INFO - Epoch(train) [168][4900/5005] lr: 1.5416e-03 eta: 1 day, 9:14:02 time: 0.1732 data_time: 0.0064 loss: 1.2498 2023/03/26 04:43:40 - mmengine - INFO - Epoch(train) [168][5000/5005] lr: 1.5416e-03 eta: 1 day, 9:13:44 time: 0.1711 data_time: 0.0067 loss: 1.4293 2023/03/26 04:43:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:43:41 - mmengine - INFO - Saving checkpoint at 168 epochs 2023/03/26 04:43:49 - mmengine - INFO - Epoch(val) [168][100/196] eta: 0:00:06 time: 0.0615 data_time: 0.0234 2023/03/26 04:44:18 - mmengine - INFO - Epoch(val) [168][196/196] accuracy/top1: 70.8660 accuracy/top5: 89.6720data_time: 0.0680 time: 0.1007 2023/03/26 04:44:37 - mmengine - INFO - Epoch(train) [169][ 100/5005] lr: 1.5108e-03 eta: 1 day, 9:13:26 time: 0.1726 data_time: 0.0065 loss: 1.2455 2023/03/26 04:44:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:44:55 - mmengine - INFO - Epoch(train) [169][ 200/5005] lr: 1.5108e-03 eta: 1 day, 9:13:07 time: 0.1730 data_time: 0.0065 loss: 1.2273 2023/03/26 04:45:13 - mmengine - INFO - Epoch(train) [169][ 300/5005] lr: 1.5108e-03 eta: 1 day, 9:12:48 time: 0.1719 data_time: 0.0069 loss: 1.1628 2023/03/26 04:45:31 - mmengine - INFO - Epoch(train) [169][ 400/5005] lr: 1.5108e-03 eta: 1 day, 9:12:30 time: 0.1719 data_time: 0.0064 loss: 1.3356 2023/03/26 04:45:49 - mmengine - INFO - Epoch(train) [169][ 500/5005] lr: 1.5108e-03 eta: 1 day, 9:12:11 time: 0.1724 data_time: 0.0064 loss: 1.2606 2023/03/26 04:46:07 - mmengine - INFO - Epoch(train) [169][ 600/5005] lr: 1.5108e-03 eta: 1 day, 9:11:52 time: 0.1736 data_time: 0.0067 loss: 1.2722 2023/03/26 04:46:24 - mmengine - INFO - Epoch(train) [169][ 700/5005] lr: 1.5108e-03 eta: 1 day, 9:11:34 time: 0.1717 data_time: 0.0064 loss: 1.1916 2023/03/26 04:46:42 - mmengine - INFO - Epoch(train) [169][ 800/5005] lr: 1.5108e-03 eta: 1 day, 9:11:15 time: 0.1731 data_time: 0.0066 loss: 1.3832 2023/03/26 04:47:00 - mmengine - INFO - Epoch(train) [169][ 900/5005] lr: 1.5108e-03 eta: 1 day, 9:10:56 time: 0.1731 data_time: 0.0061 loss: 1.2917 2023/03/26 04:47:19 - mmengine - INFO - Epoch(train) [169][1000/5005] lr: 1.5108e-03 eta: 1 day, 9:10:38 time: 0.1728 data_time: 0.0067 loss: 1.2372 2023/03/26 04:47:37 - mmengine - INFO - Epoch(train) [169][1100/5005] lr: 1.5108e-03 eta: 1 day, 9:10:20 time: 0.1730 data_time: 0.0064 loss: 1.1965 2023/03/26 04:47:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:47:55 - mmengine - INFO - Epoch(train) [169][1200/5005] lr: 1.5108e-03 eta: 1 day, 9:10:01 time: 0.1912 data_time: 0.0064 loss: 1.4058 2023/03/26 04:48:12 - mmengine - INFO - Epoch(train) [169][1300/5005] lr: 1.5108e-03 eta: 1 day, 9:09:43 time: 0.1734 data_time: 0.0065 loss: 1.3449 2023/03/26 04:48:30 - mmengine - INFO - Epoch(train) [169][1400/5005] lr: 1.5108e-03 eta: 1 day, 9:09:24 time: 0.1748 data_time: 0.0064 loss: 1.2665 2023/03/26 04:48:48 - mmengine - INFO - Epoch(train) [169][1500/5005] lr: 1.5108e-03 eta: 1 day, 9:09:05 time: 0.1722 data_time: 0.0061 loss: 1.1428 2023/03/26 04:49:06 - mmengine - INFO - Epoch(train) [169][1600/5005] lr: 1.5108e-03 eta: 1 day, 9:08:47 time: 0.1726 data_time: 0.0065 loss: 1.3482 2023/03/26 04:49:24 - mmengine - INFO - Epoch(train) [169][1700/5005] lr: 1.5108e-03 eta: 1 day, 9:08:28 time: 0.1730 data_time: 0.0068 loss: 1.1273 2023/03/26 04:49:42 - mmengine - INFO - Epoch(train) [169][1800/5005] lr: 1.5108e-03 eta: 1 day, 9:08:10 time: 0.1740 data_time: 0.0067 loss: 1.2412 2023/03/26 04:50:00 - mmengine - INFO - Epoch(train) [169][1900/5005] lr: 1.5108e-03 eta: 1 day, 9:07:51 time: 0.1699 data_time: 0.0065 loss: 1.5340 2023/03/26 04:50:18 - mmengine - INFO - Epoch(train) [169][2000/5005] lr: 1.5108e-03 eta: 1 day, 9:07:33 time: 0.1734 data_time: 0.0066 loss: 1.2384 2023/03/26 04:50:36 - mmengine - INFO - Epoch(train) [169][2100/5005] lr: 1.5108e-03 eta: 1 day, 9:07:14 time: 0.1741 data_time: 0.0067 loss: 1.2803 2023/03/26 04:50:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:50:54 - mmengine - INFO - Epoch(train) [169][2200/5005] lr: 1.5108e-03 eta: 1 day, 9:06:55 time: 0.1729 data_time: 0.0065 loss: 1.3715 2023/03/26 04:51:11 - mmengine - INFO - Epoch(train) [169][2300/5005] lr: 1.5108e-03 eta: 1 day, 9:06:37 time: 0.1708 data_time: 0.0062 loss: 1.3427 2023/03/26 04:51:29 - mmengine - INFO - Epoch(train) [169][2400/5005] lr: 1.5108e-03 eta: 1 day, 9:06:18 time: 0.1942 data_time: 0.0065 loss: 1.2373 2023/03/26 04:51:47 - mmengine - INFO - Epoch(train) [169][2500/5005] lr: 1.5108e-03 eta: 1 day, 9:05:59 time: 0.1727 data_time: 0.0063 loss: 1.0185 2023/03/26 04:52:05 - mmengine - INFO - Epoch(train) [169][2600/5005] lr: 1.5108e-03 eta: 1 day, 9:05:41 time: 0.1936 data_time: 0.0063 loss: 1.4884 2023/03/26 04:52:23 - mmengine - INFO - Epoch(train) [169][2700/5005] lr: 1.5108e-03 eta: 1 day, 9:05:22 time: 0.1731 data_time: 0.0068 loss: 1.2045 2023/03/26 04:52:41 - mmengine - INFO - Epoch(train) [169][2800/5005] lr: 1.5108e-03 eta: 1 day, 9:05:04 time: 0.1727 data_time: 0.0065 loss: 1.3736 2023/03/26 04:52:59 - mmengine - INFO - Epoch(train) [169][2900/5005] lr: 1.5108e-03 eta: 1 day, 9:04:45 time: 0.1736 data_time: 0.0065 loss: 1.3001 2023/03/26 04:53:17 - mmengine - INFO - Epoch(train) [169][3000/5005] lr: 1.5108e-03 eta: 1 day, 9:04:27 time: 0.1736 data_time: 0.0063 loss: 1.1147 2023/03/26 04:53:35 - mmengine - INFO - Epoch(train) [169][3100/5005] lr: 1.5108e-03 eta: 1 day, 9:04:08 time: 0.1894 data_time: 0.0064 loss: 1.3238 2023/03/26 04:53:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:53:53 - mmengine - INFO - Epoch(train) [169][3200/5005] lr: 1.5108e-03 eta: 1 day, 9:03:50 time: 0.1731 data_time: 0.0066 loss: 1.3501 2023/03/26 04:54:11 - mmengine - INFO - Epoch(train) [169][3300/5005] lr: 1.5108e-03 eta: 1 day, 9:03:31 time: 0.1748 data_time: 0.0065 loss: 1.2175 2023/03/26 04:54:29 - mmengine - INFO - Epoch(train) [169][3400/5005] lr: 1.5108e-03 eta: 1 day, 9:03:12 time: 0.1762 data_time: 0.0067 loss: 1.3246 2023/03/26 04:54:47 - mmengine - INFO - Epoch(train) [169][3500/5005] lr: 1.5108e-03 eta: 1 day, 9:02:54 time: 0.1725 data_time: 0.0063 loss: 1.1483 2023/03/26 04:55:05 - mmengine - INFO - Epoch(train) [169][3600/5005] lr: 1.5108e-03 eta: 1 day, 9:02:35 time: 0.1741 data_time: 0.0066 loss: 1.3832 2023/03/26 04:55:23 - mmengine - INFO - Epoch(train) [169][3700/5005] lr: 1.5108e-03 eta: 1 day, 9:02:17 time: 0.1734 data_time: 0.0066 loss: 1.0793 2023/03/26 04:55:41 - mmengine - INFO - Epoch(train) [169][3800/5005] lr: 1.5108e-03 eta: 1 day, 9:01:58 time: 0.1999 data_time: 0.0063 loss: 1.3955 2023/03/26 04:55:58 - mmengine - INFO - Epoch(train) [169][3900/5005] lr: 1.5108e-03 eta: 1 day, 9:01:40 time: 0.1745 data_time: 0.0064 loss: 1.3867 2023/03/26 04:56:16 - mmengine - INFO - Epoch(train) [169][4000/5005] lr: 1.5108e-03 eta: 1 day, 9:01:21 time: 0.1732 data_time: 0.0066 loss: 1.2169 2023/03/26 04:56:34 - mmengine - INFO - Epoch(train) [169][4100/5005] lr: 1.5108e-03 eta: 1 day, 9:01:02 time: 0.1737 data_time: 0.0066 loss: 1.3099 2023/03/26 04:56:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:56:52 - mmengine - INFO - Epoch(train) [169][4200/5005] lr: 1.5108e-03 eta: 1 day, 9:00:44 time: 0.1724 data_time: 0.0063 loss: 1.1947 2023/03/26 04:57:10 - mmengine - INFO - Epoch(train) [169][4300/5005] lr: 1.5108e-03 eta: 1 day, 9:00:25 time: 0.1734 data_time: 0.0068 loss: 1.2319 2023/03/26 04:57:28 - mmengine - INFO - Epoch(train) [169][4400/5005] lr: 1.5108e-03 eta: 1 day, 9:00:07 time: 0.1730 data_time: 0.0065 loss: 1.1907 2023/03/26 04:57:46 - mmengine - INFO - Epoch(train) [169][4500/5005] lr: 1.5108e-03 eta: 1 day, 8:59:48 time: 0.1731 data_time: 0.0064 loss: 1.3144 2023/03/26 04:58:04 - mmengine - INFO - Epoch(train) [169][4600/5005] lr: 1.5108e-03 eta: 1 day, 8:59:30 time: 0.1735 data_time: 0.0065 loss: 1.1742 2023/03/26 04:58:22 - mmengine - INFO - Epoch(train) [169][4700/5005] lr: 1.5108e-03 eta: 1 day, 8:59:11 time: 0.1958 data_time: 0.0063 loss: 1.4011 2023/03/26 04:58:40 - mmengine - INFO - Epoch(train) [169][4800/5005] lr: 1.5108e-03 eta: 1 day, 8:58:53 time: 0.1720 data_time: 0.0063 loss: 1.2205 2023/03/26 04:58:58 - mmengine - INFO - Epoch(train) [169][4900/5005] lr: 1.5108e-03 eta: 1 day, 8:58:34 time: 0.1735 data_time: 0.0066 loss: 1.3128 2023/03/26 04:59:15 - mmengine - INFO - Epoch(train) [169][5000/5005] lr: 1.5108e-03 eta: 1 day, 8:58:15 time: 0.1717 data_time: 0.0068 loss: 1.2374 2023/03/26 04:59:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 04:59:17 - mmengine - INFO - Saving checkpoint at 169 epochs 2023/03/26 04:59:25 - mmengine - INFO - Epoch(val) [169][100/196] eta: 0:00:06 time: 0.0618 data_time: 0.0248 2023/03/26 04:59:54 - mmengine - INFO - Epoch(val) [169][196/196] accuracy/top1: 70.7460 accuracy/top5: 89.6980data_time: 0.0698 time: 0.1019 2023/03/26 05:00:12 - mmengine - INFO - Epoch(train) [170][ 100/5005] lr: 1.4805e-03 eta: 1 day, 8:57:56 time: 0.1723 data_time: 0.0064 loss: 1.2423 2023/03/26 05:00:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:00:30 - mmengine - INFO - Epoch(train) [170][ 200/5005] lr: 1.4805e-03 eta: 1 day, 8:57:38 time: 0.1723 data_time: 0.0064 loss: 1.2619 2023/03/26 05:00:48 - mmengine - INFO - Epoch(train) [170][ 300/5005] lr: 1.4805e-03 eta: 1 day, 8:57:19 time: 0.1720 data_time: 0.0064 loss: 1.3656 2023/03/26 05:01:06 - mmengine - INFO - Epoch(train) [170][ 400/5005] lr: 1.4805e-03 eta: 1 day, 8:57:01 time: 0.1723 data_time: 0.0062 loss: 1.5198 2023/03/26 05:01:24 - mmengine - INFO - Epoch(train) [170][ 500/5005] lr: 1.4805e-03 eta: 1 day, 8:56:42 time: 0.1731 data_time: 0.0062 loss: 1.4131 2023/03/26 05:01:42 - mmengine - INFO - Epoch(train) [170][ 600/5005] lr: 1.4805e-03 eta: 1 day, 8:56:23 time: 0.1722 data_time: 0.0064 loss: 1.2304 2023/03/26 05:02:00 - mmengine - INFO - Epoch(train) [170][ 700/5005] lr: 1.4805e-03 eta: 1 day, 8:56:05 time: 0.1726 data_time: 0.0064 loss: 1.2264 2023/03/26 05:02:18 - mmengine - INFO - Epoch(train) [170][ 800/5005] lr: 1.4805e-03 eta: 1 day, 8:55:46 time: 0.1712 data_time: 0.0062 loss: 1.2869 2023/03/26 05:02:35 - mmengine - INFO - Epoch(train) [170][ 900/5005] lr: 1.4805e-03 eta: 1 day, 8:55:28 time: 0.1918 data_time: 0.0062 loss: 1.3686 2023/03/26 05:02:53 - mmengine - INFO - Epoch(train) [170][1000/5005] lr: 1.4805e-03 eta: 1 day, 8:55:09 time: 0.1723 data_time: 0.0062 loss: 1.0890 2023/03/26 05:03:11 - mmengine - INFO - Epoch(train) [170][1100/5005] lr: 1.4805e-03 eta: 1 day, 8:54:50 time: 0.1840 data_time: 0.0063 loss: 1.5100 2023/03/26 05:03:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:03:29 - mmengine - INFO - Epoch(train) [170][1200/5005] lr: 1.4805e-03 eta: 1 day, 8:54:32 time: 0.1720 data_time: 0.0061 loss: 1.3234 2023/03/26 05:03:47 - mmengine - INFO - Epoch(train) [170][1300/5005] lr: 1.4805e-03 eta: 1 day, 8:54:13 time: 0.1737 data_time: 0.0064 loss: 1.2187 2023/03/26 05:04:04 - mmengine - INFO - Epoch(train) [170][1400/5005] lr: 1.4805e-03 eta: 1 day, 8:53:54 time: 0.1719 data_time: 0.0065 loss: 1.1867 2023/03/26 05:04:23 - mmengine - INFO - Epoch(train) [170][1500/5005] lr: 1.4805e-03 eta: 1 day, 8:53:36 time: 0.1736 data_time: 0.0065 loss: 1.3597 2023/03/26 05:04:40 - mmengine - INFO - Epoch(train) [170][1600/5005] lr: 1.4805e-03 eta: 1 day, 8:53:17 time: 0.1729 data_time: 0.0063 loss: 1.1650 2023/03/26 05:04:58 - mmengine - INFO - Epoch(train) [170][1700/5005] lr: 1.4805e-03 eta: 1 day, 8:52:59 time: 0.1786 data_time: 0.0062 loss: 1.3341 2023/03/26 05:05:16 - mmengine - INFO - Epoch(train) [170][1800/5005] lr: 1.4805e-03 eta: 1 day, 8:52:40 time: 0.1731 data_time: 0.0063 loss: 1.4678 2023/03/26 05:05:34 - mmengine - INFO - Epoch(train) [170][1900/5005] lr: 1.4805e-03 eta: 1 day, 8:52:21 time: 0.1717 data_time: 0.0060 loss: 1.2585 2023/03/26 05:05:51 - mmengine - INFO - Epoch(train) [170][2000/5005] lr: 1.4805e-03 eta: 1 day, 8:52:03 time: 0.1724 data_time: 0.0063 loss: 1.2716 2023/03/26 05:06:09 - mmengine - INFO - Epoch(train) [170][2100/5005] lr: 1.4805e-03 eta: 1 day, 8:51:44 time: 0.1726 data_time: 0.0064 loss: 1.1888 2023/03/26 05:06:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:06:27 - mmengine - INFO - Epoch(train) [170][2200/5005] lr: 1.4805e-03 eta: 1 day, 8:51:26 time: 0.1738 data_time: 0.0063 loss: 1.2993 2023/03/26 05:06:45 - mmengine - INFO - Epoch(train) [170][2300/5005] lr: 1.4805e-03 eta: 1 day, 8:51:07 time: 0.1957 data_time: 0.0064 loss: 1.5137 2023/03/26 05:07:03 - mmengine - INFO - Epoch(train) [170][2400/5005] lr: 1.4805e-03 eta: 1 day, 8:50:48 time: 0.1724 data_time: 0.0063 loss: 1.2624 2023/03/26 05:07:21 - mmengine - INFO - Epoch(train) [170][2500/5005] lr: 1.4805e-03 eta: 1 day, 8:50:30 time: 0.1721 data_time: 0.0062 loss: 1.3362 2023/03/26 05:07:39 - mmengine - INFO - Epoch(train) [170][2600/5005] lr: 1.4805e-03 eta: 1 day, 8:50:11 time: 0.1766 data_time: 0.0060 loss: 1.4104 2023/03/26 05:07:57 - mmengine - INFO - Epoch(train) [170][2700/5005] lr: 1.4805e-03 eta: 1 day, 8:49:53 time: 0.1730 data_time: 0.0061 loss: 1.3682 2023/03/26 05:08:15 - mmengine - INFO - Epoch(train) [170][2800/5005] lr: 1.4805e-03 eta: 1 day, 8:49:34 time: 0.1731 data_time: 0.0065 loss: 1.2004 2023/03/26 05:08:32 - mmengine - INFO - Epoch(train) [170][2900/5005] lr: 1.4805e-03 eta: 1 day, 8:49:15 time: 0.1713 data_time: 0.0063 loss: 1.2715 2023/03/26 05:08:50 - mmengine - INFO - Epoch(train) [170][3000/5005] lr: 1.4805e-03 eta: 1 day, 8:48:57 time: 0.1733 data_time: 0.0063 loss: 1.5032 2023/03/26 05:09:08 - mmengine - INFO - Epoch(train) [170][3100/5005] lr: 1.4805e-03 eta: 1 day, 8:48:38 time: 0.1728 data_time: 0.0063 loss: 1.4605 2023/03/26 05:09:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:09:26 - mmengine - INFO - Epoch(train) [170][3200/5005] lr: 1.4805e-03 eta: 1 day, 8:48:20 time: 0.1728 data_time: 0.0061 loss: 1.2760 2023/03/26 05:09:44 - mmengine - INFO - Epoch(train) [170][3300/5005] lr: 1.4805e-03 eta: 1 day, 8:48:01 time: 0.1728 data_time: 0.0061 loss: 1.2289 2023/03/26 05:10:02 - mmengine - INFO - Epoch(train) [170][3400/5005] lr: 1.4805e-03 eta: 1 day, 8:47:43 time: 0.1772 data_time: 0.0061 loss: 1.3401 2023/03/26 05:10:20 - mmengine - INFO - Epoch(train) [170][3500/5005] lr: 1.4805e-03 eta: 1 day, 8:47:24 time: 0.1728 data_time: 0.0063 loss: 1.2584 2023/03/26 05:10:38 - mmengine - INFO - Epoch(train) [170][3600/5005] lr: 1.4805e-03 eta: 1 day, 8:47:05 time: 0.1735 data_time: 0.0062 loss: 1.4175 2023/03/26 05:10:56 - mmengine - INFO - Epoch(train) [170][3700/5005] lr: 1.4805e-03 eta: 1 day, 8:46:47 time: 0.1725 data_time: 0.0062 loss: 1.3253 2023/03/26 05:11:13 - mmengine - INFO - Epoch(train) [170][3800/5005] lr: 1.4805e-03 eta: 1 day, 8:46:28 time: 0.1723 data_time: 0.0062 loss: 1.1187 2023/03/26 05:11:31 - mmengine - INFO - Epoch(train) [170][3900/5005] lr: 1.4805e-03 eta: 1 day, 8:46:10 time: 0.1724 data_time: 0.0062 loss: 1.4125 2023/03/26 05:11:49 - mmengine - INFO - Epoch(train) [170][4000/5005] lr: 1.4805e-03 eta: 1 day, 8:45:51 time: 0.1856 data_time: 0.0061 loss: 1.4329 2023/03/26 05:12:07 - mmengine - INFO - Epoch(train) [170][4100/5005] lr: 1.4805e-03 eta: 1 day, 8:45:33 time: 0.1729 data_time: 0.0064 loss: 1.3626 2023/03/26 05:12:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:12:25 - mmengine - INFO - Epoch(train) [170][4200/5005] lr: 1.4805e-03 eta: 1 day, 8:45:14 time: 0.1739 data_time: 0.0065 loss: 1.2401 2023/03/26 05:12:43 - mmengine - INFO - Epoch(train) [170][4300/5005] lr: 1.4805e-03 eta: 1 day, 8:44:55 time: 0.1713 data_time: 0.0062 loss: 1.1283 2023/03/26 05:13:01 - mmengine - INFO - Epoch(train) [170][4400/5005] lr: 1.4805e-03 eta: 1 day, 8:44:37 time: 0.1726 data_time: 0.0063 loss: 1.1218 2023/03/26 05:13:18 - mmengine - INFO - Epoch(train) [170][4500/5005] lr: 1.4805e-03 eta: 1 day, 8:44:18 time: 0.1731 data_time: 0.0063 loss: 1.3101 2023/03/26 05:13:36 - mmengine - INFO - Epoch(train) [170][4600/5005] lr: 1.4805e-03 eta: 1 day, 8:43:59 time: 0.1721 data_time: 0.0062 loss: 1.5464 2023/03/26 05:13:54 - mmengine - INFO - Epoch(train) [170][4700/5005] lr: 1.4805e-03 eta: 1 day, 8:43:41 time: 0.1729 data_time: 0.0062 loss: 1.3214 2023/03/26 05:14:12 - mmengine - INFO - Epoch(train) [170][4800/5005] lr: 1.4805e-03 eta: 1 day, 8:43:22 time: 0.1716 data_time: 0.0063 loss: 1.5197 2023/03/26 05:14:30 - mmengine - INFO - Epoch(train) [170][4900/5005] lr: 1.4805e-03 eta: 1 day, 8:43:04 time: 0.1733 data_time: 0.0062 loss: 1.3212 2023/03/26 05:14:48 - mmengine - INFO - Epoch(train) [170][5000/5005] lr: 1.4805e-03 eta: 1 day, 8:42:45 time: 0.1700 data_time: 0.0072 loss: 1.3166 2023/03/26 05:14:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:14:49 - mmengine - INFO - Saving checkpoint at 170 epochs 2023/03/26 05:14:57 - mmengine - INFO - Epoch(val) [170][100/196] eta: 0:00:06 time: 0.0621 data_time: 0.0247 2023/03/26 05:15:25 - mmengine - INFO - Epoch(val) [170][196/196] accuracy/top1: 70.9320 accuracy/top5: 89.8080data_time: 0.0661 time: 0.0989 2023/03/26 05:15:44 - mmengine - INFO - Epoch(train) [171][ 100/5005] lr: 1.4509e-03 eta: 1 day, 8:42:27 time: 0.1723 data_time: 0.0063 loss: 1.2844 2023/03/26 05:15:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:16:03 - mmengine - INFO - Epoch(train) [171][ 200/5005] lr: 1.4509e-03 eta: 1 day, 8:42:08 time: 0.1935 data_time: 0.0062 loss: 1.2901 2023/03/26 05:16:20 - mmengine - INFO - Epoch(train) [171][ 300/5005] lr: 1.4509e-03 eta: 1 day, 8:41:50 time: 0.1726 data_time: 0.0063 loss: 1.3385 2023/03/26 05:16:38 - mmengine - INFO - Epoch(train) [171][ 400/5005] lr: 1.4509e-03 eta: 1 day, 8:41:31 time: 0.1736 data_time: 0.0064 loss: 1.4346 2023/03/26 05:16:56 - mmengine - INFO - Epoch(train) [171][ 500/5005] lr: 1.4509e-03 eta: 1 day, 8:41:12 time: 0.1911 data_time: 0.0063 loss: 1.2838 2023/03/26 05:17:14 - mmengine - INFO - Epoch(train) [171][ 600/5005] lr: 1.4509e-03 eta: 1 day, 8:40:54 time: 0.1718 data_time: 0.0067 loss: 1.2150 2023/03/26 05:17:32 - mmengine - INFO - Epoch(train) [171][ 700/5005] lr: 1.4509e-03 eta: 1 day, 8:40:35 time: 0.1720 data_time: 0.0062 loss: 1.3624 2023/03/26 05:17:49 - mmengine - INFO - Epoch(train) [171][ 800/5005] lr: 1.4509e-03 eta: 1 day, 8:40:16 time: 0.1742 data_time: 0.0067 loss: 1.3111 2023/03/26 05:18:07 - mmengine - INFO - Epoch(train) [171][ 900/5005] lr: 1.4509e-03 eta: 1 day, 8:39:58 time: 0.1716 data_time: 0.0064 loss: 1.2493 2023/03/26 05:18:25 - mmengine - INFO - Epoch(train) [171][1000/5005] lr: 1.4509e-03 eta: 1 day, 8:39:39 time: 0.1731 data_time: 0.0066 loss: 1.2327 2023/03/26 05:18:44 - mmengine - INFO - Epoch(train) [171][1100/5005] lr: 1.4509e-03 eta: 1 day, 8:39:21 time: 0.1724 data_time: 0.0061 loss: 1.2485 2023/03/26 05:18:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:19:02 - mmengine - INFO - Epoch(train) [171][1200/5005] lr: 1.4509e-03 eta: 1 day, 8:39:03 time: 0.1737 data_time: 0.0065 loss: 1.2347 2023/03/26 05:19:19 - mmengine - INFO - Epoch(train) [171][1300/5005] lr: 1.4509e-03 eta: 1 day, 8:38:44 time: 0.1731 data_time: 0.0063 loss: 1.5383 2023/03/26 05:19:37 - mmengine - INFO - Epoch(train) [171][1400/5005] lr: 1.4509e-03 eta: 1 day, 8:38:25 time: 0.1724 data_time: 0.0063 loss: 1.1326 2023/03/26 05:19:55 - mmengine - INFO - Epoch(train) [171][1500/5005] lr: 1.4509e-03 eta: 1 day, 8:38:07 time: 0.1727 data_time: 0.0063 loss: 1.4039 2023/03/26 05:20:13 - mmengine - INFO - Epoch(train) [171][1600/5005] lr: 1.4509e-03 eta: 1 day, 8:37:48 time: 0.1720 data_time: 0.0062 loss: 1.1042 2023/03/26 05:20:31 - mmengine - INFO - Epoch(train) [171][1700/5005] lr: 1.4509e-03 eta: 1 day, 8:37:30 time: 0.1934 data_time: 0.0063 loss: 1.0761 2023/03/26 05:20:49 - mmengine - INFO - Epoch(train) [171][1800/5005] lr: 1.4509e-03 eta: 1 day, 8:37:11 time: 0.1727 data_time: 0.0064 loss: 1.1301 2023/03/26 05:21:07 - mmengine - INFO - Epoch(train) [171][1900/5005] lr: 1.4509e-03 eta: 1 day, 8:36:53 time: 0.1727 data_time: 0.0064 loss: 1.3959 2023/03/26 05:21:25 - mmengine - INFO - Epoch(train) [171][2000/5005] lr: 1.4509e-03 eta: 1 day, 8:36:34 time: 0.1746 data_time: 0.0064 loss: 1.1854 2023/03/26 05:21:43 - mmengine - INFO - Epoch(train) [171][2100/5005] lr: 1.4509e-03 eta: 1 day, 8:36:15 time: 0.1736 data_time: 0.0064 loss: 1.2660 2023/03/26 05:21:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:22:00 - mmengine - INFO - Epoch(train) [171][2200/5005] lr: 1.4509e-03 eta: 1 day, 8:35:57 time: 0.1717 data_time: 0.0063 loss: 1.2683 2023/03/26 05:22:18 - mmengine - INFO - Epoch(train) [171][2300/5005] lr: 1.4509e-03 eta: 1 day, 8:35:38 time: 0.1740 data_time: 0.0067 loss: 1.2595 2023/03/26 05:22:36 - mmengine - INFO - Epoch(train) [171][2400/5005] lr: 1.4509e-03 eta: 1 day, 8:35:20 time: 0.1729 data_time: 0.0063 loss: 1.4387 2023/03/26 05:22:54 - mmengine - INFO - Epoch(train) [171][2500/5005] lr: 1.4509e-03 eta: 1 day, 8:35:01 time: 0.1728 data_time: 0.0063 loss: 1.2482 2023/03/26 05:23:12 - mmengine - INFO - Epoch(train) [171][2600/5005] lr: 1.4509e-03 eta: 1 day, 8:34:43 time: 0.1751 data_time: 0.0064 loss: 1.3033 2023/03/26 05:23:30 - mmengine - INFO - Epoch(train) [171][2700/5005] lr: 1.4509e-03 eta: 1 day, 8:34:24 time: 0.1728 data_time: 0.0066 loss: 1.4076 2023/03/26 05:23:48 - mmengine - INFO - Epoch(train) [171][2800/5005] lr: 1.4509e-03 eta: 1 day, 8:34:06 time: 0.1859 data_time: 0.0063 loss: 1.2851 2023/03/26 05:24:06 - mmengine - INFO - Epoch(train) [171][2900/5005] lr: 1.4509e-03 eta: 1 day, 8:33:47 time: 0.1729 data_time: 0.0062 loss: 1.2659 2023/03/26 05:24:24 - mmengine - INFO - Epoch(train) [171][3000/5005] lr: 1.4509e-03 eta: 1 day, 8:33:28 time: 0.1736 data_time: 0.0066 loss: 1.1199 2023/03/26 05:24:42 - mmengine - INFO - Epoch(train) [171][3100/5005] lr: 1.4509e-03 eta: 1 day, 8:33:10 time: 0.1726 data_time: 0.0063 loss: 1.1204 2023/03/26 05:24:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:24:59 - mmengine - INFO - Epoch(train) [171][3200/5005] lr: 1.4509e-03 eta: 1 day, 8:32:51 time: 0.1738 data_time: 0.0065 loss: 1.1659 2023/03/26 05:25:17 - mmengine - INFO - Epoch(train) [171][3300/5005] lr: 1.4509e-03 eta: 1 day, 8:32:33 time: 0.1945 data_time: 0.0064 loss: 1.2978 2023/03/26 05:25:36 - mmengine - INFO - Epoch(train) [171][3400/5005] lr: 1.4509e-03 eta: 1 day, 8:32:14 time: 0.1724 data_time: 0.0065 loss: 1.2694 2023/03/26 05:25:53 - mmengine - INFO - Epoch(train) [171][3500/5005] lr: 1.4509e-03 eta: 1 day, 8:31:56 time: 0.1944 data_time: 0.0062 loss: 1.3486 2023/03/26 05:26:12 - mmengine - INFO - Epoch(train) [171][3600/5005] lr: 1.4509e-03 eta: 1 day, 8:31:37 time: 0.1750 data_time: 0.0064 loss: 1.2950 2023/03/26 05:26:30 - mmengine - INFO - Epoch(train) [171][3700/5005] lr: 1.4509e-03 eta: 1 day, 8:31:19 time: 0.1733 data_time: 0.0064 loss: 1.1584 2023/03/26 05:26:47 - mmengine - INFO - Epoch(train) [171][3800/5005] lr: 1.4509e-03 eta: 1 day, 8:31:00 time: 0.1722 data_time: 0.0063 loss: 1.3860 2023/03/26 05:27:05 - mmengine - INFO - Epoch(train) [171][3900/5005] lr: 1.4509e-03 eta: 1 day, 8:30:42 time: 0.1731 data_time: 0.0065 loss: 1.2710 2023/03/26 05:27:23 - mmengine - INFO - Epoch(train) [171][4000/5005] lr: 1.4509e-03 eta: 1 day, 8:30:23 time: 0.1730 data_time: 0.0065 loss: 1.2708 2023/03/26 05:27:41 - mmengine - INFO - Epoch(train) [171][4100/5005] lr: 1.4509e-03 eta: 1 day, 8:30:04 time: 0.1732 data_time: 0.0064 loss: 1.3873 2023/03/26 05:27:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:27:58 - mmengine - INFO - Epoch(train) [171][4200/5005] lr: 1.4509e-03 eta: 1 day, 8:29:46 time: 0.1728 data_time: 0.0067 loss: 1.2197 2023/03/26 05:28:17 - mmengine - INFO - Epoch(train) [171][4300/5005] lr: 1.4509e-03 eta: 1 day, 8:29:27 time: 0.1720 data_time: 0.0063 loss: 1.3201 2023/03/26 05:28:35 - mmengine - INFO - Epoch(train) [171][4400/5005] lr: 1.4509e-03 eta: 1 day, 8:29:09 time: 0.1731 data_time: 0.0064 loss: 1.1250 2023/03/26 05:28:53 - mmengine - INFO - Epoch(train) [171][4500/5005] lr: 1.4509e-03 eta: 1 day, 8:28:50 time: 0.1735 data_time: 0.0065 loss: 1.3056 2023/03/26 05:29:11 - mmengine - INFO - Epoch(train) [171][4600/5005] lr: 1.4509e-03 eta: 1 day, 8:28:32 time: 0.1959 data_time: 0.0064 loss: 1.2168 2023/03/26 05:29:28 - mmengine - INFO - Epoch(train) [171][4700/5005] lr: 1.4509e-03 eta: 1 day, 8:28:13 time: 0.1735 data_time: 0.0065 loss: 1.3380 2023/03/26 05:29:46 - mmengine - INFO - Epoch(train) [171][4800/5005] lr: 1.4509e-03 eta: 1 day, 8:27:55 time: 0.1724 data_time: 0.0065 loss: 1.3880 2023/03/26 05:30:04 - mmengine - INFO - Epoch(train) [171][4900/5005] lr: 1.4509e-03 eta: 1 day, 8:27:36 time: 0.1735 data_time: 0.0066 loss: 1.4232 2023/03/26 05:30:22 - mmengine - INFO - Epoch(train) [171][5000/5005] lr: 1.4509e-03 eta: 1 day, 8:27:17 time: 0.1734 data_time: 0.0069 loss: 1.1538 2023/03/26 05:30:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:30:23 - mmengine - INFO - Saving checkpoint at 171 epochs 2023/03/26 05:30:32 - mmengine - INFO - Epoch(val) [171][100/196] eta: 0:00:06 time: 0.0619 data_time: 0.0247 2023/03/26 05:31:00 - mmengine - INFO - Epoch(val) [171][196/196] accuracy/top1: 70.8340 accuracy/top5: 89.6140data_time: 0.0667 time: 0.0977 2023/03/26 05:31:19 - mmengine - INFO - Epoch(train) [172][ 100/5005] lr: 1.4219e-03 eta: 1 day, 8:26:59 time: 0.1710 data_time: 0.0061 loss: 1.2787 2023/03/26 05:31:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:31:37 - mmengine - INFO - Epoch(train) [172][ 200/5005] lr: 1.4219e-03 eta: 1 day, 8:26:41 time: 0.1711 data_time: 0.0059 loss: 1.4701 2023/03/26 05:31:55 - mmengine - INFO - Epoch(train) [172][ 300/5005] lr: 1.4219e-03 eta: 1 day, 8:26:22 time: 0.1711 data_time: 0.0062 loss: 1.3185 2023/03/26 05:32:12 - mmengine - INFO - Epoch(train) [172][ 400/5005] lr: 1.4219e-03 eta: 1 day, 8:26:03 time: 0.1721 data_time: 0.0066 loss: 1.2747 2023/03/26 05:32:30 - mmengine - INFO - Epoch(train) [172][ 500/5005] lr: 1.4219e-03 eta: 1 day, 8:25:44 time: 0.1728 data_time: 0.0063 loss: 1.3163 2023/03/26 05:32:48 - mmengine - INFO - Epoch(train) [172][ 600/5005] lr: 1.4219e-03 eta: 1 day, 8:25:26 time: 0.1733 data_time: 0.0064 loss: 1.3155 2023/03/26 05:33:06 - mmengine - INFO - Epoch(train) [172][ 700/5005] lr: 1.4219e-03 eta: 1 day, 8:25:07 time: 0.1712 data_time: 0.0064 loss: 1.2749 2023/03/26 05:33:23 - mmengine - INFO - Epoch(train) [172][ 800/5005] lr: 1.4219e-03 eta: 1 day, 8:24:49 time: 0.1727 data_time: 0.0063 loss: 1.2252 2023/03/26 05:33:42 - mmengine - INFO - Epoch(train) [172][ 900/5005] lr: 1.4219e-03 eta: 1 day, 8:24:30 time: 0.1730 data_time: 0.0064 loss: 1.3716 2023/03/26 05:34:00 - mmengine - INFO - Epoch(train) [172][1000/5005] lr: 1.4219e-03 eta: 1 day, 8:24:12 time: 0.1728 data_time: 0.0062 loss: 1.3041 2023/03/26 05:34:18 - mmengine - INFO - Epoch(train) [172][1100/5005] lr: 1.4219e-03 eta: 1 day, 8:23:53 time: 0.1722 data_time: 0.0063 loss: 1.3133 2023/03/26 05:34:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:34:35 - mmengine - INFO - Epoch(train) [172][1200/5005] lr: 1.4219e-03 eta: 1 day, 8:23:35 time: 0.1728 data_time: 0.0063 loss: 1.3447 2023/03/26 05:34:53 - mmengine - INFO - Epoch(train) [172][1300/5005] lr: 1.4219e-03 eta: 1 day, 8:23:16 time: 0.1722 data_time: 0.0064 loss: 1.3684 2023/03/26 05:35:11 - mmengine - INFO - Epoch(train) [172][1400/5005] lr: 1.4219e-03 eta: 1 day, 8:22:57 time: 0.1726 data_time: 0.0062 loss: 1.2725 2023/03/26 05:35:28 - mmengine - INFO - Epoch(train) [172][1500/5005] lr: 1.4219e-03 eta: 1 day, 8:22:38 time: 0.1722 data_time: 0.0063 loss: 1.3181 2023/03/26 05:35:47 - mmengine - INFO - Epoch(train) [172][1600/5005] lr: 1.4219e-03 eta: 1 day, 8:22:20 time: 0.1717 data_time: 0.0065 loss: 1.3144 2023/03/26 05:36:04 - mmengine - INFO - Epoch(train) [172][1700/5005] lr: 1.4219e-03 eta: 1 day, 8:22:02 time: 0.1725 data_time: 0.0064 loss: 1.2036 2023/03/26 05:36:23 - mmengine - INFO - Epoch(train) [172][1800/5005] lr: 1.4219e-03 eta: 1 day, 8:21:43 time: 0.1927 data_time: 0.0063 loss: 1.1450 2023/03/26 05:36:40 - mmengine - INFO - Epoch(train) [172][1900/5005] lr: 1.4219e-03 eta: 1 day, 8:21:24 time: 0.1731 data_time: 0.0064 loss: 1.2230 2023/03/26 05:36:58 - mmengine - INFO - Epoch(train) [172][2000/5005] lr: 1.4219e-03 eta: 1 day, 8:21:06 time: 0.1738 data_time: 0.0063 loss: 1.3436 2023/03/26 05:37:16 - mmengine - INFO - Epoch(train) [172][2100/5005] lr: 1.4219e-03 eta: 1 day, 8:20:47 time: 0.1741 data_time: 0.0066 loss: 1.2744 2023/03/26 05:37:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:37:34 - mmengine - INFO - Epoch(train) [172][2200/5005] lr: 1.4219e-03 eta: 1 day, 8:20:29 time: 0.1725 data_time: 0.0063 loss: 1.3519 2023/03/26 05:37:52 - mmengine - INFO - Epoch(train) [172][2300/5005] lr: 1.4219e-03 eta: 1 day, 8:20:10 time: 0.1736 data_time: 0.0064 loss: 1.4253 2023/03/26 05:38:10 - mmengine - INFO - Epoch(train) [172][2400/5005] lr: 1.4219e-03 eta: 1 day, 8:19:52 time: 0.1765 data_time: 0.0062 loss: 1.1074 2023/03/26 05:38:28 - mmengine - INFO - Epoch(train) [172][2500/5005] lr: 1.4219e-03 eta: 1 day, 8:19:33 time: 0.1727 data_time: 0.0062 loss: 1.4511 2023/03/26 05:38:45 - mmengine - INFO - Epoch(train) [172][2600/5005] lr: 1.4219e-03 eta: 1 day, 8:19:15 time: 0.1728 data_time: 0.0064 loss: 1.3190 2023/03/26 05:39:03 - mmengine - INFO - Epoch(train) [172][2700/5005] lr: 1.4219e-03 eta: 1 day, 8:18:56 time: 0.1729 data_time: 0.0063 loss: 1.2992 2023/03/26 05:39:21 - mmengine - INFO - Epoch(train) [172][2800/5005] lr: 1.4219e-03 eta: 1 day, 8:18:37 time: 0.1733 data_time: 0.0065 loss: 1.1680 2023/03/26 05:39:39 - mmengine - INFO - Epoch(train) [172][2900/5005] lr: 1.4219e-03 eta: 1 day, 8:18:19 time: 0.1729 data_time: 0.0064 loss: 1.0905 2023/03/26 05:39:57 - mmengine - INFO - Epoch(train) [172][3000/5005] lr: 1.4219e-03 eta: 1 day, 8:18:00 time: 0.1719 data_time: 0.0063 loss: 1.3237 2023/03/26 05:40:15 - mmengine - INFO - Epoch(train) [172][3100/5005] lr: 1.4219e-03 eta: 1 day, 8:17:42 time: 0.1726 data_time: 0.0064 loss: 1.2959 2023/03/26 05:40:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:40:33 - mmengine - INFO - Epoch(train) [172][3200/5005] lr: 1.4219e-03 eta: 1 day, 8:17:23 time: 0.1733 data_time: 0.0062 loss: 1.3854 2023/03/26 05:40:51 - mmengine - INFO - Epoch(train) [172][3300/5005] lr: 1.4219e-03 eta: 1 day, 8:17:05 time: 0.1730 data_time: 0.0063 loss: 1.2085 2023/03/26 05:41:09 - mmengine - INFO - Epoch(train) [172][3400/5005] lr: 1.4219e-03 eta: 1 day, 8:16:46 time: 0.1734 data_time: 0.0066 loss: 1.1600 2023/03/26 05:41:27 - mmengine - INFO - Epoch(train) [172][3500/5005] lr: 1.4219e-03 eta: 1 day, 8:16:28 time: 0.1730 data_time: 0.0067 loss: 1.2902 2023/03/26 05:41:44 - mmengine - INFO - Epoch(train) [172][3600/5005] lr: 1.4219e-03 eta: 1 day, 8:16:09 time: 0.1729 data_time: 0.0064 loss: 1.1927 2023/03/26 05:42:02 - mmengine - INFO - Epoch(train) [172][3700/5005] lr: 1.4219e-03 eta: 1 day, 8:15:50 time: 0.1726 data_time: 0.0064 loss: 1.3992 2023/03/26 05:42:20 - mmengine - INFO - Epoch(train) [172][3800/5005] lr: 1.4219e-03 eta: 1 day, 8:15:32 time: 0.1745 data_time: 0.0065 loss: 1.2817 2023/03/26 05:42:38 - mmengine - INFO - Epoch(train) [172][3900/5005] lr: 1.4219e-03 eta: 1 day, 8:15:13 time: 0.1724 data_time: 0.0063 loss: 1.1896 2023/03/26 05:42:56 - mmengine - INFO - Epoch(train) [172][4000/5005] lr: 1.4219e-03 eta: 1 day, 8:14:55 time: 0.1722 data_time: 0.0061 loss: 1.2946 2023/03/26 05:43:14 - mmengine - INFO - Epoch(train) [172][4100/5005] lr: 1.4219e-03 eta: 1 day, 8:14:36 time: 0.1727 data_time: 0.0063 loss: 1.0624 2023/03/26 05:43:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:43:32 - mmengine - INFO - Epoch(train) [172][4200/5005] lr: 1.4219e-03 eta: 1 day, 8:14:18 time: 0.1733 data_time: 0.0063 loss: 1.2935 2023/03/26 05:43:50 - mmengine - INFO - Epoch(train) [172][4300/5005] lr: 1.4219e-03 eta: 1 day, 8:13:59 time: 0.1746 data_time: 0.0064 loss: 1.3270 2023/03/26 05:44:07 - mmengine - INFO - Epoch(train) [172][4400/5005] lr: 1.4219e-03 eta: 1 day, 8:13:41 time: 0.1722 data_time: 0.0063 loss: 1.1395 2023/03/26 05:44:25 - mmengine - INFO - Epoch(train) [172][4500/5005] lr: 1.4219e-03 eta: 1 day, 8:13:22 time: 0.1726 data_time: 0.0066 loss: 1.2764 2023/03/26 05:44:43 - mmengine - INFO - Epoch(train) [172][4600/5005] lr: 1.4219e-03 eta: 1 day, 8:13:04 time: 0.1961 data_time: 0.0062 loss: 1.3342 2023/03/26 05:45:01 - mmengine - INFO - Epoch(train) [172][4700/5005] lr: 1.4219e-03 eta: 1 day, 8:12:45 time: 0.1727 data_time: 0.0063 loss: 1.1045 2023/03/26 05:45:19 - mmengine - INFO - Epoch(train) [172][4800/5005] lr: 1.4219e-03 eta: 1 day, 8:12:27 time: 0.1735 data_time: 0.0063 loss: 1.3548 2023/03/26 05:45:37 - mmengine - INFO - Epoch(train) [172][4900/5005] lr: 1.4219e-03 eta: 1 day, 8:12:08 time: 0.1739 data_time: 0.0064 loss: 1.2947 2023/03/26 05:45:55 - mmengine - INFO - Epoch(train) [172][5000/5005] lr: 1.4219e-03 eta: 1 day, 8:11:49 time: 0.1709 data_time: 0.0069 loss: 1.2523 2023/03/26 05:45:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:45:56 - mmengine - INFO - Saving checkpoint at 172 epochs 2023/03/26 05:46:04 - mmengine - INFO - Epoch(val) [172][100/196] eta: 0:00:06 time: 0.0615 data_time: 0.0244 2023/03/26 05:46:33 - mmengine - INFO - Epoch(val) [172][196/196] accuracy/top1: 70.8000 accuracy/top5: 89.8060data_time: 0.0663 time: 0.0992 2023/03/26 05:46:52 - mmengine - INFO - Epoch(train) [173][ 100/5005] lr: 1.3935e-03 eta: 1 day, 8:11:31 time: 0.1737 data_time: 0.0068 loss: 1.2689 2023/03/26 05:47:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:47:10 - mmengine - INFO - Epoch(train) [173][ 200/5005] lr: 1.3935e-03 eta: 1 day, 8:11:12 time: 0.1731 data_time: 0.0066 loss: 1.4287 2023/03/26 05:47:28 - mmengine - INFO - Epoch(train) [173][ 300/5005] lr: 1.3935e-03 eta: 1 day, 8:10:54 time: 0.1733 data_time: 0.0066 loss: 1.1545 2023/03/26 05:47:46 - mmengine - INFO - Epoch(train) [173][ 400/5005] lr: 1.3935e-03 eta: 1 day, 8:10:35 time: 0.1733 data_time: 0.0067 loss: 1.3449 2023/03/26 05:48:04 - mmengine - INFO - Epoch(train) [173][ 500/5005] lr: 1.3935e-03 eta: 1 day, 8:10:17 time: 0.1729 data_time: 0.0064 loss: 1.3079 2023/03/26 05:48:22 - mmengine - INFO - Epoch(train) [173][ 600/5005] lr: 1.3935e-03 eta: 1 day, 8:09:58 time: 0.1734 data_time: 0.0064 loss: 1.2642 2023/03/26 05:48:40 - mmengine - INFO - Epoch(train) [173][ 700/5005] lr: 1.3935e-03 eta: 1 day, 8:09:39 time: 0.1726 data_time: 0.0061 loss: 1.2492 2023/03/26 05:48:57 - mmengine - INFO - Epoch(train) [173][ 800/5005] lr: 1.3935e-03 eta: 1 day, 8:09:21 time: 0.1731 data_time: 0.0065 loss: 1.1905 2023/03/26 05:49:16 - mmengine - INFO - Epoch(train) [173][ 900/5005] lr: 1.3935e-03 eta: 1 day, 8:09:03 time: 0.1988 data_time: 0.0064 loss: 1.5197 2023/03/26 05:49:34 - mmengine - INFO - Epoch(train) [173][1000/5005] lr: 1.3935e-03 eta: 1 day, 8:08:44 time: 0.1730 data_time: 0.0065 loss: 1.2749 2023/03/26 05:49:51 - mmengine - INFO - Epoch(train) [173][1100/5005] lr: 1.3935e-03 eta: 1 day, 8:08:26 time: 0.1750 data_time: 0.0063 loss: 1.1890 2023/03/26 05:49:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:50:09 - mmengine - INFO - Epoch(train) [173][1200/5005] lr: 1.3935e-03 eta: 1 day, 8:08:07 time: 0.1923 data_time: 0.0063 loss: 1.3013 2023/03/26 05:50:27 - mmengine - INFO - Epoch(train) [173][1300/5005] lr: 1.3935e-03 eta: 1 day, 8:07:48 time: 0.1745 data_time: 0.0064 loss: 1.2655 2023/03/26 05:50:45 - mmengine - INFO - Epoch(train) [173][1400/5005] lr: 1.3935e-03 eta: 1 day, 8:07:30 time: 0.1733 data_time: 0.0066 loss: 1.3884 2023/03/26 05:51:03 - mmengine - INFO - Epoch(train) [173][1500/5005] lr: 1.3935e-03 eta: 1 day, 8:07:11 time: 0.1734 data_time: 0.0063 loss: 1.5116 2023/03/26 05:51:21 - mmengine - INFO - Epoch(train) [173][1600/5005] lr: 1.3935e-03 eta: 1 day, 8:06:53 time: 0.1745 data_time: 0.0067 loss: 1.2701 2023/03/26 05:51:39 - mmengine - INFO - Epoch(train) [173][1700/5005] lr: 1.3935e-03 eta: 1 day, 8:06:34 time: 0.1750 data_time: 0.0066 loss: 1.2778 2023/03/26 05:51:57 - mmengine - INFO - Epoch(train) [173][1800/5005] lr: 1.3935e-03 eta: 1 day, 8:06:16 time: 0.1992 data_time: 0.0064 loss: 1.3137 2023/03/26 05:52:15 - mmengine - INFO - Epoch(train) [173][1900/5005] lr: 1.3935e-03 eta: 1 day, 8:05:58 time: 0.1730 data_time: 0.0066 loss: 1.3914 2023/03/26 05:52:33 - mmengine - INFO - Epoch(train) [173][2000/5005] lr: 1.3935e-03 eta: 1 day, 8:05:39 time: 0.1733 data_time: 0.0067 loss: 1.2231 2023/03/26 05:52:51 - mmengine - INFO - Epoch(train) [173][2100/5005] lr: 1.3935e-03 eta: 1 day, 8:05:20 time: 0.1722 data_time: 0.0062 loss: 1.1994 2023/03/26 05:52:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:53:09 - mmengine - INFO - Epoch(train) [173][2200/5005] lr: 1.3935e-03 eta: 1 day, 8:05:02 time: 0.1738 data_time: 0.0066 loss: 1.1932 2023/03/26 05:53:27 - mmengine - INFO - Epoch(train) [173][2300/5005] lr: 1.3935e-03 eta: 1 day, 8:04:43 time: 0.1735 data_time: 0.0064 loss: 1.3059 2023/03/26 05:53:45 - mmengine - INFO - Epoch(train) [173][2400/5005] lr: 1.3935e-03 eta: 1 day, 8:04:25 time: 0.1968 data_time: 0.0063 loss: 1.3223 2023/03/26 05:54:03 - mmengine - INFO - Epoch(train) [173][2500/5005] lr: 1.3935e-03 eta: 1 day, 8:04:06 time: 0.1732 data_time: 0.0063 loss: 1.2197 2023/03/26 05:54:21 - mmengine - INFO - Epoch(train) [173][2600/5005] lr: 1.3935e-03 eta: 1 day, 8:03:48 time: 0.1737 data_time: 0.0066 loss: 1.4193 2023/03/26 05:54:39 - mmengine - INFO - Epoch(train) [173][2700/5005] lr: 1.3935e-03 eta: 1 day, 8:03:29 time: 0.1734 data_time: 0.0066 loss: 1.4402 2023/03/26 05:54:57 - mmengine - INFO - Epoch(train) [173][2800/5005] lr: 1.3935e-03 eta: 1 day, 8:03:11 time: 0.1740 data_time: 0.0065 loss: 1.2461 2023/03/26 05:55:14 - mmengine - INFO - Epoch(train) [173][2900/5005] lr: 1.3935e-03 eta: 1 day, 8:02:52 time: 0.1725 data_time: 0.0066 loss: 1.1822 2023/03/26 05:55:32 - mmengine - INFO - Epoch(train) [173][3000/5005] lr: 1.3935e-03 eta: 1 day, 8:02:34 time: 0.1732 data_time: 0.0064 loss: 1.3749 2023/03/26 05:55:51 - mmengine - INFO - Epoch(train) [173][3100/5005] lr: 1.3935e-03 eta: 1 day, 8:02:15 time: 0.1866 data_time: 0.0068 loss: 1.4551 2023/03/26 05:55:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:56:08 - mmengine - INFO - Epoch(train) [173][3200/5005] lr: 1.3935e-03 eta: 1 day, 8:01:57 time: 0.1738 data_time: 0.0063 loss: 1.3056 2023/03/26 05:56:26 - mmengine - INFO - Epoch(train) [173][3300/5005] lr: 1.3935e-03 eta: 1 day, 8:01:38 time: 0.1729 data_time: 0.0064 loss: 1.2107 2023/03/26 05:56:44 - mmengine - INFO - Epoch(train) [173][3400/5005] lr: 1.3935e-03 eta: 1 day, 8:01:20 time: 0.1734 data_time: 0.0067 loss: 1.2585 2023/03/26 05:57:02 - mmengine - INFO - Epoch(train) [173][3500/5005] lr: 1.3935e-03 eta: 1 day, 8:01:01 time: 0.1736 data_time: 0.0065 loss: 1.3083 2023/03/26 05:57:20 - mmengine - INFO - Epoch(train) [173][3600/5005] lr: 1.3935e-03 eta: 1 day, 8:00:43 time: 0.1730 data_time: 0.0063 loss: 1.1782 2023/03/26 05:57:38 - mmengine - INFO - Epoch(train) [173][3700/5005] lr: 1.3935e-03 eta: 1 day, 8:00:24 time: 0.1733 data_time: 0.0064 loss: 1.2359 2023/03/26 05:57:56 - mmengine - INFO - Epoch(train) [173][3800/5005] lr: 1.3935e-03 eta: 1 day, 8:00:06 time: 0.1732 data_time: 0.0065 loss: 1.2162 2023/03/26 05:58:14 - mmengine - INFO - Epoch(train) [173][3900/5005] lr: 1.3935e-03 eta: 1 day, 7:59:47 time: 0.1736 data_time: 0.0065 loss: 1.2504 2023/03/26 05:58:32 - mmengine - INFO - Epoch(train) [173][4000/5005] lr: 1.3935e-03 eta: 1 day, 7:59:29 time: 0.1729 data_time: 0.0067 loss: 1.2596 2023/03/26 05:58:50 - mmengine - INFO - Epoch(train) [173][4100/5005] lr: 1.3935e-03 eta: 1 day, 7:59:10 time: 0.1734 data_time: 0.0064 loss: 1.5618 2023/03/26 05:58:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 05:59:08 - mmengine - INFO - Epoch(train) [173][4200/5005] lr: 1.3935e-03 eta: 1 day, 7:58:52 time: 0.1733 data_time: 0.0065 loss: 1.2667 2023/03/26 05:59:26 - mmengine - INFO - Epoch(train) [173][4300/5005] lr: 1.3935e-03 eta: 1 day, 7:58:34 time: 0.1750 data_time: 0.0066 loss: 1.3312 2023/03/26 05:59:44 - mmengine - INFO - Epoch(train) [173][4400/5005] lr: 1.3935e-03 eta: 1 day, 7:58:15 time: 0.1721 data_time: 0.0064 loss: 1.2575 2023/03/26 06:00:02 - mmengine - INFO - Epoch(train) [173][4500/5005] lr: 1.3935e-03 eta: 1 day, 7:57:56 time: 0.1734 data_time: 0.0067 loss: 1.5973 2023/03/26 06:00:20 - mmengine - INFO - Epoch(train) [173][4600/5005] lr: 1.3935e-03 eta: 1 day, 7:57:38 time: 0.1737 data_time: 0.0064 loss: 1.3078 2023/03/26 06:00:38 - mmengine - INFO - Epoch(train) [173][4700/5005] lr: 1.3935e-03 eta: 1 day, 7:57:19 time: 0.1738 data_time: 0.0065 loss: 1.2848 2023/03/26 06:00:56 - mmengine - INFO - Epoch(train) [173][4800/5005] lr: 1.3935e-03 eta: 1 day, 7:57:01 time: 0.1724 data_time: 0.0067 loss: 1.2728 2023/03/26 06:01:14 - mmengine - INFO - Epoch(train) [173][4900/5005] lr: 1.3935e-03 eta: 1 day, 7:56:42 time: 0.1738 data_time: 0.0065 loss: 1.2404 2023/03/26 06:01:32 - mmengine - INFO - Epoch(train) [173][5000/5005] lr: 1.3935e-03 eta: 1 day, 7:56:24 time: 0.1705 data_time: 0.0069 loss: 1.2035 2023/03/26 06:01:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:01:33 - mmengine - INFO - Saving checkpoint at 173 epochs 2023/03/26 06:01:41 - mmengine - INFO - Epoch(val) [173][100/196] eta: 0:00:06 time: 0.0610 data_time: 0.0229 2023/03/26 06:02:10 - mmengine - INFO - Epoch(val) [173][196/196] accuracy/top1: 70.9040 accuracy/top5: 89.7540data_time: 0.0682 time: 0.1015 2023/03/26 06:02:30 - mmengine - INFO - Epoch(train) [174][ 100/5005] lr: 1.3656e-03 eta: 1 day, 7:56:06 time: 0.1733 data_time: 0.0064 loss: 1.1055 2023/03/26 06:02:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:02:47 - mmengine - INFO - Epoch(train) [174][ 200/5005] lr: 1.3656e-03 eta: 1 day, 7:55:47 time: 0.1745 data_time: 0.0064 loss: 1.2869 2023/03/26 06:03:05 - mmengine - INFO - Epoch(train) [174][ 300/5005] lr: 1.3656e-03 eta: 1 day, 7:55:29 time: 0.1866 data_time: 0.0061 loss: 1.1192 2023/03/26 06:03:23 - mmengine - INFO - Epoch(train) [174][ 400/5005] lr: 1.3656e-03 eta: 1 day, 7:55:10 time: 0.1740 data_time: 0.0064 loss: 1.3300 2023/03/26 06:03:41 - mmengine - INFO - Epoch(train) [174][ 500/5005] lr: 1.3656e-03 eta: 1 day, 7:54:52 time: 0.1728 data_time: 0.0064 loss: 1.2585 2023/03/26 06:03:59 - mmengine - INFO - Epoch(train) [174][ 600/5005] lr: 1.3656e-03 eta: 1 day, 7:54:33 time: 0.1730 data_time: 0.0063 loss: 1.2560 2023/03/26 06:04:17 - mmengine - INFO - Epoch(train) [174][ 700/5005] lr: 1.3656e-03 eta: 1 day, 7:54:15 time: 0.1756 data_time: 0.0064 loss: 1.2825 2023/03/26 06:04:35 - mmengine - INFO - Epoch(train) [174][ 800/5005] lr: 1.3656e-03 eta: 1 day, 7:53:56 time: 0.1894 data_time: 0.0064 loss: 1.1112 2023/03/26 06:04:53 - mmengine - INFO - Epoch(train) [174][ 900/5005] lr: 1.3656e-03 eta: 1 day, 7:53:38 time: 0.1731 data_time: 0.0061 loss: 1.5382 2023/03/26 06:05:12 - mmengine - INFO - Epoch(train) [174][1000/5005] lr: 1.3656e-03 eta: 1 day, 7:53:19 time: 0.1733 data_time: 0.0062 loss: 1.4072 2023/03/26 06:05:29 - mmengine - INFO - Epoch(train) [174][1100/5005] lr: 1.3656e-03 eta: 1 day, 7:53:01 time: 0.1731 data_time: 0.0063 loss: 1.2858 2023/03/26 06:05:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:05:47 - mmengine - INFO - Epoch(train) [174][1200/5005] lr: 1.3656e-03 eta: 1 day, 7:52:42 time: 0.1735 data_time: 0.0061 loss: 1.3571 2023/03/26 06:06:05 - mmengine - INFO - Epoch(train) [174][1300/5005] lr: 1.3656e-03 eta: 1 day, 7:52:24 time: 0.1958 data_time: 0.0066 loss: 1.3026 2023/03/26 06:06:23 - mmengine - INFO - Epoch(train) [174][1400/5005] lr: 1.3656e-03 eta: 1 day, 7:52:06 time: 0.1739 data_time: 0.0061 loss: 1.2826 2023/03/26 06:06:41 - mmengine - INFO - Epoch(train) [174][1500/5005] lr: 1.3656e-03 eta: 1 day, 7:51:47 time: 0.1734 data_time: 0.0065 loss: 1.4559 2023/03/26 06:06:59 - mmengine - INFO - Epoch(train) [174][1600/5005] lr: 1.3656e-03 eta: 1 day, 7:51:29 time: 0.1840 data_time: 0.0062 loss: 1.1815 2023/03/26 06:07:17 - mmengine - INFO - Epoch(train) [174][1700/5005] lr: 1.3656e-03 eta: 1 day, 7:51:10 time: 0.1747 data_time: 0.0066 loss: 1.3082 2023/03/26 06:07:35 - mmengine - INFO - Epoch(train) [174][1800/5005] lr: 1.3656e-03 eta: 1 day, 7:50:52 time: 0.1740 data_time: 0.0064 loss: 1.3460 2023/03/26 06:07:53 - mmengine - INFO - Epoch(train) [174][1900/5005] lr: 1.3656e-03 eta: 1 day, 7:50:33 time: 0.1738 data_time: 0.0063 loss: 1.1702 2023/03/26 06:08:11 - mmengine - INFO - Epoch(train) [174][2000/5005] lr: 1.3656e-03 eta: 1 day, 7:50:15 time: 0.1728 data_time: 0.0064 loss: 1.2897 2023/03/26 06:08:29 - mmengine - INFO - Epoch(train) [174][2100/5005] lr: 1.3656e-03 eta: 1 day, 7:49:56 time: 0.1737 data_time: 0.0064 loss: 1.2286 2023/03/26 06:08:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:08:47 - mmengine - INFO - Epoch(train) [174][2200/5005] lr: 1.3656e-03 eta: 1 day, 7:49:38 time: 0.1745 data_time: 0.0066 loss: 1.2667 2023/03/26 06:09:05 - mmengine - INFO - Epoch(train) [174][2300/5005] lr: 1.3656e-03 eta: 1 day, 7:49:19 time: 0.1738 data_time: 0.0065 loss: 1.2722 2023/03/26 06:09:23 - mmengine - INFO - Epoch(train) [174][2400/5005] lr: 1.3656e-03 eta: 1 day, 7:49:01 time: 0.1743 data_time: 0.0062 loss: 1.2573 2023/03/26 06:09:41 - mmengine - INFO - Epoch(train) [174][2500/5005] lr: 1.3656e-03 eta: 1 day, 7:48:43 time: 0.1739 data_time: 0.0065 loss: 1.2241 2023/03/26 06:09:59 - mmengine - INFO - Epoch(train) [174][2600/5005] lr: 1.3656e-03 eta: 1 day, 7:48:24 time: 0.1744 data_time: 0.0063 loss: 1.0925 2023/03/26 06:10:17 - mmengine - INFO - Epoch(train) [174][2700/5005] lr: 1.3656e-03 eta: 1 day, 7:48:06 time: 0.1733 data_time: 0.0063 loss: 1.3495 2023/03/26 06:10:35 - mmengine - INFO - Epoch(train) [174][2800/5005] lr: 1.3656e-03 eta: 1 day, 7:47:47 time: 0.1751 data_time: 0.0064 loss: 1.3998 2023/03/26 06:10:53 - mmengine - INFO - Epoch(train) [174][2900/5005] lr: 1.3656e-03 eta: 1 day, 7:47:29 time: 0.1739 data_time: 0.0063 loss: 1.1864 2023/03/26 06:11:11 - mmengine - INFO - Epoch(train) [174][3000/5005] lr: 1.3656e-03 eta: 1 day, 7:47:10 time: 0.1729 data_time: 0.0063 loss: 1.3305 2023/03/26 06:11:29 - mmengine - INFO - Epoch(train) [174][3100/5005] lr: 1.3656e-03 eta: 1 day, 7:46:52 time: 0.1741 data_time: 0.0064 loss: 1.3328 2023/03/26 06:11:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:11:47 - mmengine - INFO - Epoch(train) [174][3200/5005] lr: 1.3656e-03 eta: 1 day, 7:46:33 time: 0.1744 data_time: 0.0064 loss: 1.2149 2023/03/26 06:12:05 - mmengine - INFO - Epoch(train) [174][3300/5005] lr: 1.3656e-03 eta: 1 day, 7:46:15 time: 0.1743 data_time: 0.0065 loss: 1.2665 2023/03/26 06:12:23 - mmengine - INFO - Epoch(train) [174][3400/5005] lr: 1.3656e-03 eta: 1 day, 7:45:56 time: 0.1751 data_time: 0.0068 loss: 1.2988 2023/03/26 06:12:41 - mmengine - INFO - Epoch(train) [174][3500/5005] lr: 1.3656e-03 eta: 1 day, 7:45:38 time: 0.1992 data_time: 0.0063 loss: 1.1445 2023/03/26 06:12:59 - mmengine - INFO - Epoch(train) [174][3600/5005] lr: 1.3656e-03 eta: 1 day, 7:45:19 time: 0.1737 data_time: 0.0064 loss: 1.3111 2023/03/26 06:13:17 - mmengine - INFO - Epoch(train) [174][3700/5005] lr: 1.3656e-03 eta: 1 day, 7:45:01 time: 0.1903 data_time: 0.0065 loss: 1.2937 2023/03/26 06:13:35 - mmengine - INFO - Epoch(train) [174][3800/5005] lr: 1.3656e-03 eta: 1 day, 7:44:42 time: 0.1737 data_time: 0.0065 loss: 1.2474 2023/03/26 06:13:53 - mmengine - INFO - Epoch(train) [174][3900/5005] lr: 1.3656e-03 eta: 1 day, 7:44:24 time: 0.1746 data_time: 0.0062 loss: 1.1933 2023/03/26 06:14:11 - mmengine - INFO - Epoch(train) [174][4000/5005] lr: 1.3656e-03 eta: 1 day, 7:44:06 time: 0.1999 data_time: 0.0064 loss: 1.2349 2023/03/26 06:14:29 - mmengine - INFO - Epoch(train) [174][4100/5005] lr: 1.3656e-03 eta: 1 day, 7:43:47 time: 0.1738 data_time: 0.0065 loss: 1.2545 2023/03/26 06:14:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:14:47 - mmengine - INFO - Epoch(train) [174][4200/5005] lr: 1.3656e-03 eta: 1 day, 7:43:29 time: 0.1742 data_time: 0.0061 loss: 1.2115 2023/03/26 06:15:05 - mmengine - INFO - Epoch(train) [174][4300/5005] lr: 1.3656e-03 eta: 1 day, 7:43:10 time: 0.1748 data_time: 0.0064 loss: 1.3542 2023/03/26 06:15:23 - mmengine - INFO - Epoch(train) [174][4400/5005] lr: 1.3656e-03 eta: 1 day, 7:42:52 time: 0.1824 data_time: 0.0063 loss: 1.2874 2023/03/26 06:15:41 - mmengine - INFO - Epoch(train) [174][4500/5005] lr: 1.3656e-03 eta: 1 day, 7:42:33 time: 0.1728 data_time: 0.0062 loss: 1.0811 2023/03/26 06:15:59 - mmengine - INFO - Epoch(train) [174][4600/5005] lr: 1.3656e-03 eta: 1 day, 7:42:15 time: 0.1738 data_time: 0.0065 loss: 1.3514 2023/03/26 06:16:18 - mmengine - INFO - Epoch(train) [174][4700/5005] lr: 1.3656e-03 eta: 1 day, 7:41:57 time: 0.1761 data_time: 0.0064 loss: 1.2356 2023/03/26 06:16:35 - mmengine - INFO - Epoch(train) [174][4800/5005] lr: 1.3656e-03 eta: 1 day, 7:41:38 time: 0.1731 data_time: 0.0064 loss: 1.4510 2023/03/26 06:16:53 - mmengine - INFO - Epoch(train) [174][4900/5005] lr: 1.3656e-03 eta: 1 day, 7:41:20 time: 0.1746 data_time: 0.0065 loss: 1.3363 2023/03/26 06:17:11 - mmengine - INFO - Epoch(train) [174][5000/5005] lr: 1.3656e-03 eta: 1 day, 7:41:01 time: 0.1726 data_time: 0.0070 loss: 1.2799 2023/03/26 06:17:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:17:13 - mmengine - INFO - Saving checkpoint at 174 epochs 2023/03/26 06:17:21 - mmengine - INFO - Epoch(val) [174][100/196] eta: 0:00:07 time: 0.0814 data_time: 0.0459 2023/03/26 06:17:50 - mmengine - INFO - Epoch(val) [174][196/196] accuracy/top1: 70.7300 accuracy/top5: 89.7840data_time: 0.0694 time: 0.1028 2023/03/26 06:18:09 - mmengine - INFO - Epoch(train) [175][ 100/5005] lr: 1.3383e-03 eta: 1 day, 7:40:43 time: 0.1731 data_time: 0.0062 loss: 1.4177 2023/03/26 06:18:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:18:27 - mmengine - INFO - Epoch(train) [175][ 200/5005] lr: 1.3383e-03 eta: 1 day, 7:40:24 time: 0.1733 data_time: 0.0062 loss: 1.2876 2023/03/26 06:18:45 - mmengine - INFO - Epoch(train) [175][ 300/5005] lr: 1.3383e-03 eta: 1 day, 7:40:06 time: 0.1729 data_time: 0.0062 loss: 1.1848 2023/03/26 06:19:03 - mmengine - INFO - Epoch(train) [175][ 400/5005] lr: 1.3383e-03 eta: 1 day, 7:39:47 time: 0.1729 data_time: 0.0064 loss: 1.3115 2023/03/26 06:19:21 - mmengine - INFO - Epoch(train) [175][ 500/5005] lr: 1.3383e-03 eta: 1 day, 7:39:29 time: 0.1731 data_time: 0.0064 loss: 1.2206 2023/03/26 06:19:38 - mmengine - INFO - Epoch(train) [175][ 600/5005] lr: 1.3383e-03 eta: 1 day, 7:39:10 time: 0.1740 data_time: 0.0062 loss: 1.1316 2023/03/26 06:19:56 - mmengine - INFO - Epoch(train) [175][ 700/5005] lr: 1.3383e-03 eta: 1 day, 7:38:51 time: 0.1731 data_time: 0.0064 loss: 1.2106 2023/03/26 06:20:14 - mmengine - INFO - Epoch(train) [175][ 800/5005] lr: 1.3383e-03 eta: 1 day, 7:38:33 time: 0.1736 data_time: 0.0065 loss: 1.2491 2023/03/26 06:20:32 - mmengine - INFO - Epoch(train) [175][ 900/5005] lr: 1.3383e-03 eta: 1 day, 7:38:14 time: 0.1720 data_time: 0.0061 loss: 1.3722 2023/03/26 06:20:50 - mmengine - INFO - Epoch(train) [175][1000/5005] lr: 1.3383e-03 eta: 1 day, 7:37:56 time: 0.1743 data_time: 0.0065 loss: 1.4210 2023/03/26 06:21:08 - mmengine - INFO - Epoch(train) [175][1100/5005] lr: 1.3383e-03 eta: 1 day, 7:37:38 time: 0.1686 data_time: 0.0059 loss: 1.2648 2023/03/26 06:21:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:21:27 - mmengine - INFO - Epoch(train) [175][1200/5005] lr: 1.3383e-03 eta: 1 day, 7:37:19 time: 0.1738 data_time: 0.0063 loss: 1.2393 2023/03/26 06:21:44 - mmengine - INFO - Epoch(train) [175][1300/5005] lr: 1.3383e-03 eta: 1 day, 7:37:01 time: 0.1736 data_time: 0.0063 loss: 1.2045 2023/03/26 06:22:02 - mmengine - INFO - Epoch(train) [175][1400/5005] lr: 1.3383e-03 eta: 1 day, 7:36:42 time: 0.1735 data_time: 0.0063 loss: 1.3657 2023/03/26 06:22:20 - mmengine - INFO - Epoch(train) [175][1500/5005] lr: 1.3383e-03 eta: 1 day, 7:36:24 time: 0.1740 data_time: 0.0064 loss: 1.2255 2023/03/26 06:22:38 - mmengine - INFO - Epoch(train) [175][1600/5005] lr: 1.3383e-03 eta: 1 day, 7:36:05 time: 0.1737 data_time: 0.0064 loss: 1.1495 2023/03/26 06:22:56 - mmengine - INFO - Epoch(train) [175][1700/5005] lr: 1.3383e-03 eta: 1 day, 7:35:47 time: 0.1737 data_time: 0.0067 loss: 1.3167 2023/03/26 06:23:14 - mmengine - INFO - Epoch(train) [175][1800/5005] lr: 1.3383e-03 eta: 1 day, 7:35:28 time: 0.1766 data_time: 0.0064 loss: 1.1923 2023/03/26 06:23:32 - mmengine - INFO - Epoch(train) [175][1900/5005] lr: 1.3383e-03 eta: 1 day, 7:35:10 time: 0.1743 data_time: 0.0068 loss: 1.1924 2023/03/26 06:23:50 - mmengine - INFO - Epoch(train) [175][2000/5005] lr: 1.3383e-03 eta: 1 day, 7:34:52 time: 0.1733 data_time: 0.0064 loss: 1.4008 2023/03/26 06:24:08 - mmengine - INFO - Epoch(train) [175][2100/5005] lr: 1.3383e-03 eta: 1 day, 7:34:33 time: 0.1740 data_time: 0.0066 loss: 1.0692 2023/03/26 06:24:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:24:26 - mmengine - INFO - Epoch(train) [175][2200/5005] lr: 1.3383e-03 eta: 1 day, 7:34:15 time: 0.1731 data_time: 0.0063 loss: 1.2044 2023/03/26 06:24:44 - mmengine - INFO - Epoch(train) [175][2300/5005] lr: 1.3383e-03 eta: 1 day, 7:33:56 time: 0.1744 data_time: 0.0062 loss: 1.1802 2023/03/26 06:25:02 - mmengine - INFO - Epoch(train) [175][2400/5005] lr: 1.3383e-03 eta: 1 day, 7:33:38 time: 0.1728 data_time: 0.0062 loss: 1.2918 2023/03/26 06:25:20 - mmengine - INFO - Epoch(train) [175][2500/5005] lr: 1.3383e-03 eta: 1 day, 7:33:19 time: 0.1727 data_time: 0.0066 loss: 1.2665 2023/03/26 06:25:38 - mmengine - INFO - Epoch(train) [175][2600/5005] lr: 1.3383e-03 eta: 1 day, 7:33:01 time: 0.1729 data_time: 0.0063 loss: 1.3450 2023/03/26 06:25:56 - mmengine - INFO - Epoch(train) [175][2700/5005] lr: 1.3383e-03 eta: 1 day, 7:32:42 time: 0.1696 data_time: 0.0066 loss: 1.2644 2023/03/26 06:26:14 - mmengine - INFO - Epoch(train) [175][2800/5005] lr: 1.3383e-03 eta: 1 day, 7:32:24 time: 0.1751 data_time: 0.0064 loss: 1.2202 2023/03/26 06:26:32 - mmengine - INFO - Epoch(train) [175][2900/5005] lr: 1.3383e-03 eta: 1 day, 7:32:05 time: 0.1725 data_time: 0.0063 loss: 1.3014 2023/03/26 06:26:50 - mmengine - INFO - Epoch(train) [175][3000/5005] lr: 1.3383e-03 eta: 1 day, 7:31:47 time: 0.1728 data_time: 0.0066 loss: 1.2288 2023/03/26 06:27:08 - mmengine - INFO - Epoch(train) [175][3100/5005] lr: 1.3383e-03 eta: 1 day, 7:31:28 time: 0.1729 data_time: 0.0062 loss: 1.3392 2023/03/26 06:27:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:27:26 - mmengine - INFO - Epoch(train) [175][3200/5005] lr: 1.3383e-03 eta: 1 day, 7:31:10 time: 0.1732 data_time: 0.0062 loss: 1.0681 2023/03/26 06:27:44 - mmengine - INFO - Epoch(train) [175][3300/5005] lr: 1.3383e-03 eta: 1 day, 7:30:51 time: 0.1731 data_time: 0.0063 loss: 1.3551 2023/03/26 06:28:02 - mmengine - INFO - Epoch(train) [175][3400/5005] lr: 1.3383e-03 eta: 1 day, 7:30:33 time: 0.1746 data_time: 0.0063 loss: 1.2584 2023/03/26 06:28:20 - mmengine - INFO - Epoch(train) [175][3500/5005] lr: 1.3383e-03 eta: 1 day, 7:30:14 time: 0.1734 data_time: 0.0064 loss: 1.1051 2023/03/26 06:28:38 - mmengine - INFO - Epoch(train) [175][3600/5005] lr: 1.3383e-03 eta: 1 day, 7:29:56 time: 0.1737 data_time: 0.0065 loss: 1.3577 2023/03/26 06:28:56 - mmengine - INFO - Epoch(train) [175][3700/5005] lr: 1.3383e-03 eta: 1 day, 7:29:38 time: 0.1729 data_time: 0.0063 loss: 1.3151 2023/03/26 06:29:14 - mmengine - INFO - Epoch(train) [175][3800/5005] lr: 1.3383e-03 eta: 1 day, 7:29:19 time: 0.1754 data_time: 0.0066 loss: 1.2535 2023/03/26 06:29:32 - mmengine - INFO - Epoch(train) [175][3900/5005] lr: 1.3383e-03 eta: 1 day, 7:29:01 time: 0.1742 data_time: 0.0064 loss: 1.3165 2023/03/26 06:29:50 - mmengine - INFO - Epoch(train) [175][4000/5005] lr: 1.3383e-03 eta: 1 day, 7:28:42 time: 0.1744 data_time: 0.0064 loss: 1.3052 2023/03/26 06:30:08 - mmengine - INFO - Epoch(train) [175][4100/5005] lr: 1.3383e-03 eta: 1 day, 7:28:24 time: 0.1728 data_time: 0.0063 loss: 1.5460 2023/03/26 06:30:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:30:26 - mmengine - INFO - Epoch(train) [175][4200/5005] lr: 1.3383e-03 eta: 1 day, 7:28:05 time: 0.1740 data_time: 0.0063 loss: 1.3101 2023/03/26 06:30:44 - mmengine - INFO - Epoch(train) [175][4300/5005] lr: 1.3383e-03 eta: 1 day, 7:27:47 time: 0.1733 data_time: 0.0065 loss: 1.2460 2023/03/26 06:31:02 - mmengine - INFO - Epoch(train) [175][4400/5005] lr: 1.3383e-03 eta: 1 day, 7:27:28 time: 0.1725 data_time: 0.0062 loss: 1.3959 2023/03/26 06:31:20 - mmengine - INFO - Epoch(train) [175][4500/5005] lr: 1.3383e-03 eta: 1 day, 7:27:10 time: 0.1971 data_time: 0.0065 loss: 1.3362 2023/03/26 06:31:38 - mmengine - INFO - Epoch(train) [175][4600/5005] lr: 1.3383e-03 eta: 1 day, 7:26:51 time: 0.1739 data_time: 0.0063 loss: 1.2437 2023/03/26 06:31:56 - mmengine - INFO - Epoch(train) [175][4700/5005] lr: 1.3383e-03 eta: 1 day, 7:26:33 time: 0.1738 data_time: 0.0063 loss: 1.3984 2023/03/26 06:32:14 - mmengine - INFO - Epoch(train) [175][4800/5005] lr: 1.3383e-03 eta: 1 day, 7:26:15 time: 0.1729 data_time: 0.0062 loss: 1.3493 2023/03/26 06:32:32 - mmengine - INFO - Epoch(train) [175][4900/5005] lr: 1.3383e-03 eta: 1 day, 7:25:56 time: 0.1743 data_time: 0.0065 loss: 1.5920 2023/03/26 06:32:50 - mmengine - INFO - Epoch(train) [175][5000/5005] lr: 1.3383e-03 eta: 1 day, 7:25:38 time: 0.1724 data_time: 0.0069 loss: 1.2077 2023/03/26 06:32:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:32:51 - mmengine - INFO - Saving checkpoint at 175 epochs 2023/03/26 06:32:59 - mmengine - INFO - Epoch(val) [175][100/196] eta: 0:00:07 time: 0.0485 data_time: 0.0116 2023/03/26 06:33:28 - mmengine - INFO - Epoch(val) [175][196/196] accuracy/top1: 70.8080 accuracy/top5: 89.7980data_time: 0.0658 time: 0.0989 2023/03/26 06:33:47 - mmengine - INFO - Epoch(train) [176][ 100/5005] lr: 1.3115e-03 eta: 1 day, 7:25:19 time: 0.1744 data_time: 0.0065 loss: 1.3049 2023/03/26 06:33:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:34:05 - mmengine - INFO - Epoch(train) [176][ 200/5005] lr: 1.3115e-03 eta: 1 day, 7:25:00 time: 0.1746 data_time: 0.0065 loss: 1.3646 2023/03/26 06:34:23 - mmengine - INFO - Epoch(train) [176][ 300/5005] lr: 1.3115e-03 eta: 1 day, 7:24:42 time: 0.1725 data_time: 0.0065 loss: 1.2223 2023/03/26 06:34:41 - mmengine - INFO - Epoch(train) [176][ 400/5005] lr: 1.3115e-03 eta: 1 day, 7:24:24 time: 0.1748 data_time: 0.0070 loss: 1.2723 2023/03/26 06:34:59 - mmengine - INFO - Epoch(train) [176][ 500/5005] lr: 1.3115e-03 eta: 1 day, 7:24:05 time: 0.1739 data_time: 0.0064 loss: 1.2115 2023/03/26 06:35:16 - mmengine - INFO - Epoch(train) [176][ 600/5005] lr: 1.3115e-03 eta: 1 day, 7:23:47 time: 0.1734 data_time: 0.0066 loss: 1.2737 2023/03/26 06:35:34 - mmengine - INFO - Epoch(train) [176][ 700/5005] lr: 1.3115e-03 eta: 1 day, 7:23:28 time: 0.1752 data_time: 0.0063 loss: 1.1338 2023/03/26 06:35:52 - mmengine - INFO - Epoch(train) [176][ 800/5005] lr: 1.3115e-03 eta: 1 day, 7:23:09 time: 0.1757 data_time: 0.0066 loss: 1.0891 2023/03/26 06:36:11 - mmengine - INFO - Epoch(train) [176][ 900/5005] lr: 1.3115e-03 eta: 1 day, 7:22:51 time: 0.1744 data_time: 0.0064 loss: 1.1831 2023/03/26 06:36:29 - mmengine - INFO - Epoch(train) [176][1000/5005] lr: 1.3115e-03 eta: 1 day, 7:22:33 time: 0.1730 data_time: 0.0063 loss: 1.3532 2023/03/26 06:36:47 - mmengine - INFO - Epoch(train) [176][1100/5005] lr: 1.3115e-03 eta: 1 day, 7:22:15 time: 0.1737 data_time: 0.0064 loss: 1.2149 2023/03/26 06:36:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:37:05 - mmengine - INFO - Epoch(train) [176][1200/5005] lr: 1.3115e-03 eta: 1 day, 7:21:56 time: 0.1744 data_time: 0.0065 loss: 1.2324 2023/03/26 06:37:23 - mmengine - INFO - Epoch(train) [176][1300/5005] lr: 1.3115e-03 eta: 1 day, 7:21:37 time: 0.1741 data_time: 0.0066 loss: 1.2300 2023/03/26 06:37:41 - mmengine - INFO - Epoch(train) [176][1400/5005] lr: 1.3115e-03 eta: 1 day, 7:21:19 time: 0.1747 data_time: 0.0067 loss: 1.3832 2023/03/26 06:37:59 - mmengine - INFO - Epoch(train) [176][1500/5005] lr: 1.3115e-03 eta: 1 day, 7:21:01 time: 0.1752 data_time: 0.0066 loss: 1.3678 2023/03/26 06:38:16 - mmengine - INFO - Epoch(train) [176][1600/5005] lr: 1.3115e-03 eta: 1 day, 7:20:42 time: 0.1736 data_time: 0.0066 loss: 1.2766 2023/03/26 06:38:35 - mmengine - INFO - Epoch(train) [176][1700/5005] lr: 1.3115e-03 eta: 1 day, 7:20:24 time: 0.1747 data_time: 0.0066 loss: 1.0092 2023/03/26 06:38:53 - mmengine - INFO - Epoch(train) [176][1800/5005] lr: 1.3115e-03 eta: 1 day, 7:20:05 time: 0.1726 data_time: 0.0063 loss: 1.3137 2023/03/26 06:39:11 - mmengine - INFO - Epoch(train) [176][1900/5005] lr: 1.3115e-03 eta: 1 day, 7:19:47 time: 0.1743 data_time: 0.0064 loss: 1.2058 2023/03/26 06:39:29 - mmengine - INFO - Epoch(train) [176][2000/5005] lr: 1.3115e-03 eta: 1 day, 7:19:29 time: 0.1746 data_time: 0.0064 loss: 1.2487 2023/03/26 06:39:47 - mmengine - INFO - Epoch(train) [176][2100/5005] lr: 1.3115e-03 eta: 1 day, 7:19:10 time: 0.1900 data_time: 0.0064 loss: 1.1350 2023/03/26 06:39:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:40:05 - mmengine - INFO - Epoch(train) [176][2200/5005] lr: 1.3115e-03 eta: 1 day, 7:18:52 time: 0.1740 data_time: 0.0064 loss: 1.2189 2023/03/26 06:40:23 - mmengine - INFO - Epoch(train) [176][2300/5005] lr: 1.3115e-03 eta: 1 day, 7:18:33 time: 0.1734 data_time: 0.0066 loss: 1.2552 2023/03/26 06:40:41 - mmengine - INFO - Epoch(train) [176][2400/5005] lr: 1.3115e-03 eta: 1 day, 7:18:15 time: 0.1741 data_time: 0.0065 loss: 1.1181 2023/03/26 06:40:59 - mmengine - INFO - Epoch(train) [176][2500/5005] lr: 1.3115e-03 eta: 1 day, 7:17:57 time: 0.2130 data_time: 0.0066 loss: 1.2563 2023/03/26 06:41:17 - mmengine - INFO - Epoch(train) [176][2600/5005] lr: 1.3115e-03 eta: 1 day, 7:17:38 time: 0.1732 data_time: 0.0065 loss: 1.3296 2023/03/26 06:41:35 - mmengine - INFO - Epoch(train) [176][2700/5005] lr: 1.3115e-03 eta: 1 day, 7:17:20 time: 0.1750 data_time: 0.0068 loss: 1.1710 2023/03/26 06:41:53 - mmengine - INFO - Epoch(train) [176][2800/5005] lr: 1.3115e-03 eta: 1 day, 7:17:02 time: 0.1866 data_time: 0.0064 loss: 1.1949 2023/03/26 06:42:11 - mmengine - INFO - Epoch(train) [176][2900/5005] lr: 1.3115e-03 eta: 1 day, 7:16:43 time: 0.1754 data_time: 0.0065 loss: 1.3416 2023/03/26 06:42:29 - mmengine - INFO - Epoch(train) [176][3000/5005] lr: 1.3115e-03 eta: 1 day, 7:16:24 time: 0.1747 data_time: 0.0066 loss: 1.1618 2023/03/26 06:42:47 - mmengine - INFO - Epoch(train) [176][3100/5005] lr: 1.3115e-03 eta: 1 day, 7:16:06 time: 0.1735 data_time: 0.0064 loss: 1.2968 2023/03/26 06:42:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:43:05 - mmengine - INFO - Epoch(train) [176][3200/5005] lr: 1.3115e-03 eta: 1 day, 7:15:48 time: 0.1755 data_time: 0.0066 loss: 1.4226 2023/03/26 06:43:23 - mmengine - INFO - Epoch(train) [176][3300/5005] lr: 1.3115e-03 eta: 1 day, 7:15:29 time: 0.1747 data_time: 0.0067 loss: 1.2494 2023/03/26 06:43:41 - mmengine - INFO - Epoch(train) [176][3400/5005] lr: 1.3115e-03 eta: 1 day, 7:15:11 time: 0.1741 data_time: 0.0068 loss: 1.2630 2023/03/26 06:43:59 - mmengine - INFO - Epoch(train) [176][3500/5005] lr: 1.3115e-03 eta: 1 day, 7:14:52 time: 0.1741 data_time: 0.0067 loss: 1.1473 2023/03/26 06:44:18 - mmengine - INFO - Epoch(train) [176][3600/5005] lr: 1.3115e-03 eta: 1 day, 7:14:34 time: 0.1740 data_time: 0.0062 loss: 1.3353 2023/03/26 06:44:36 - mmengine - INFO - Epoch(train) [176][3700/5005] lr: 1.3115e-03 eta: 1 day, 7:14:16 time: 0.1738 data_time: 0.0067 loss: 1.0566 2023/03/26 06:44:54 - mmengine - INFO - Epoch(train) [176][3800/5005] lr: 1.3115e-03 eta: 1 day, 7:13:57 time: 0.1759 data_time: 0.0064 loss: 1.1105 2023/03/26 06:45:11 - mmengine - INFO - Epoch(train) [176][3900/5005] lr: 1.3115e-03 eta: 1 day, 7:13:39 time: 0.1747 data_time: 0.0065 loss: 1.3288 2023/03/26 06:45:29 - mmengine - INFO - Epoch(train) [176][4000/5005] lr: 1.3115e-03 eta: 1 day, 7:13:20 time: 0.1735 data_time: 0.0064 loss: 1.3022 2023/03/26 06:45:48 - mmengine - INFO - Epoch(train) [176][4100/5005] lr: 1.3115e-03 eta: 1 day, 7:13:02 time: 0.1747 data_time: 0.0063 loss: 1.1705 2023/03/26 06:45:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:46:05 - mmengine - INFO - Epoch(train) [176][4200/5005] lr: 1.3115e-03 eta: 1 day, 7:12:43 time: 0.1736 data_time: 0.0065 loss: 1.3922 2023/03/26 06:46:24 - mmengine - INFO - Epoch(train) [176][4300/5005] lr: 1.3115e-03 eta: 1 day, 7:12:25 time: 0.1738 data_time: 0.0064 loss: 1.2557 2023/03/26 06:46:42 - mmengine - INFO - Epoch(train) [176][4400/5005] lr: 1.3115e-03 eta: 1 day, 7:12:07 time: 0.1744 data_time: 0.0066 loss: 1.2294 2023/03/26 06:47:00 - mmengine - INFO - Epoch(train) [176][4500/5005] lr: 1.3115e-03 eta: 1 day, 7:11:48 time: 0.1734 data_time: 0.0064 loss: 1.2638 2023/03/26 06:47:18 - mmengine - INFO - Epoch(train) [176][4600/5005] lr: 1.3115e-03 eta: 1 day, 7:11:30 time: 0.1745 data_time: 0.0064 loss: 1.1703 2023/03/26 06:47:35 - mmengine - INFO - Epoch(train) [176][4700/5005] lr: 1.3115e-03 eta: 1 day, 7:11:11 time: 0.1744 data_time: 0.0065 loss: 1.1374 2023/03/26 06:47:54 - mmengine - INFO - Epoch(train) [176][4800/5005] lr: 1.3115e-03 eta: 1 day, 7:10:53 time: 0.1913 data_time: 0.0065 loss: 1.3558 2023/03/26 06:48:12 - mmengine - INFO - Epoch(train) [176][4900/5005] lr: 1.3115e-03 eta: 1 day, 7:10:35 time: 0.1746 data_time: 0.0068 loss: 1.1857 2023/03/26 06:48:30 - mmengine - INFO - Epoch(train) [176][5000/5005] lr: 1.3115e-03 eta: 1 day, 7:10:16 time: 0.1732 data_time: 0.0069 loss: 1.3006 2023/03/26 06:48:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:48:31 - mmengine - INFO - Saving checkpoint at 176 epochs 2023/03/26 06:48:39 - mmengine - INFO - Epoch(val) [176][100/196] eta: 0:00:06 time: 0.0611 data_time: 0.0251 2023/03/26 06:49:08 - mmengine - INFO - Epoch(val) [176][196/196] accuracy/top1: 70.8400 accuracy/top5: 89.6660data_time: 0.0667 time: 0.0998 2023/03/26 06:49:27 - mmengine - INFO - Epoch(train) [177][ 100/5005] lr: 1.2853e-03 eta: 1 day, 7:09:58 time: 0.1737 data_time: 0.0065 loss: 1.2112 2023/03/26 06:49:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:49:45 - mmengine - INFO - Epoch(train) [177][ 200/5005] lr: 1.2853e-03 eta: 1 day, 7:09:39 time: 0.1750 data_time: 0.0063 loss: 1.3020 2023/03/26 06:50:03 - mmengine - INFO - Epoch(train) [177][ 300/5005] lr: 1.2853e-03 eta: 1 day, 7:09:21 time: 0.1729 data_time: 0.0064 loss: 1.5065 2023/03/26 06:50:21 - mmengine - INFO - Epoch(train) [177][ 400/5005] lr: 1.2853e-03 eta: 1 day, 7:09:02 time: 0.1743 data_time: 0.0066 loss: 1.2111 2023/03/26 06:50:39 - mmengine - INFO - Epoch(train) [177][ 500/5005] lr: 1.2853e-03 eta: 1 day, 7:08:44 time: 0.1740 data_time: 0.0066 loss: 1.2200 2023/03/26 06:50:57 - mmengine - INFO - Epoch(train) [177][ 600/5005] lr: 1.2853e-03 eta: 1 day, 7:08:25 time: 0.1728 data_time: 0.0064 loss: 1.2901 2023/03/26 06:51:15 - mmengine - INFO - Epoch(train) [177][ 700/5005] lr: 1.2853e-03 eta: 1 day, 7:08:07 time: 0.1741 data_time: 0.0064 loss: 1.1750 2023/03/26 06:51:33 - mmengine - INFO - Epoch(train) [177][ 800/5005] lr: 1.2853e-03 eta: 1 day, 7:07:49 time: 0.1732 data_time: 0.0064 loss: 1.2874 2023/03/26 06:51:51 - mmengine - INFO - Epoch(train) [177][ 900/5005] lr: 1.2853e-03 eta: 1 day, 7:07:30 time: 0.1744 data_time: 0.0066 loss: 1.5094 2023/03/26 06:52:10 - mmengine - INFO - Epoch(train) [177][1000/5005] lr: 1.2853e-03 eta: 1 day, 7:07:12 time: 0.1750 data_time: 0.0065 loss: 1.2643 2023/03/26 06:52:27 - mmengine - INFO - Epoch(train) [177][1100/5005] lr: 1.2853e-03 eta: 1 day, 7:06:54 time: 0.1741 data_time: 0.0065 loss: 1.2475 2023/03/26 06:52:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:52:45 - mmengine - INFO - Epoch(train) [177][1200/5005] lr: 1.2853e-03 eta: 1 day, 7:06:35 time: 0.1729 data_time: 0.0064 loss: 1.3995 2023/03/26 06:53:03 - mmengine - INFO - Epoch(train) [177][1300/5005] lr: 1.2853e-03 eta: 1 day, 7:06:17 time: 0.1732 data_time: 0.0064 loss: 1.1162 2023/03/26 06:53:21 - mmengine - INFO - Epoch(train) [177][1400/5005] lr: 1.2853e-03 eta: 1 day, 7:05:58 time: 0.1755 data_time: 0.0068 loss: 1.4725 2023/03/26 06:53:39 - mmengine - INFO - Epoch(train) [177][1500/5005] lr: 1.2853e-03 eta: 1 day, 7:05:40 time: 0.1748 data_time: 0.0065 loss: 1.2843 2023/03/26 06:53:57 - mmengine - INFO - Epoch(train) [177][1600/5005] lr: 1.2853e-03 eta: 1 day, 7:05:22 time: 0.1747 data_time: 0.0065 loss: 1.0459 2023/03/26 06:54:15 - mmengine - INFO - Epoch(train) [177][1700/5005] lr: 1.2853e-03 eta: 1 day, 7:05:03 time: 0.1743 data_time: 0.0066 loss: 1.4440 2023/03/26 06:54:33 - mmengine - INFO - Epoch(train) [177][1800/5005] lr: 1.2853e-03 eta: 1 day, 7:04:45 time: 0.1749 data_time: 0.0067 loss: 1.5391 2023/03/26 06:54:52 - mmengine - INFO - Epoch(train) [177][1900/5005] lr: 1.2853e-03 eta: 1 day, 7:04:27 time: 0.1755 data_time: 0.0068 loss: 1.3233 2023/03/26 06:55:10 - mmengine - INFO - Epoch(train) [177][2000/5005] lr: 1.2853e-03 eta: 1 day, 7:04:08 time: 0.1756 data_time: 0.0067 loss: 1.3161 2023/03/26 06:55:28 - mmengine - INFO - Epoch(train) [177][2100/5005] lr: 1.2853e-03 eta: 1 day, 7:03:50 time: 0.1730 data_time: 0.0063 loss: 1.3928 2023/03/26 06:55:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:55:46 - mmengine - INFO - Epoch(train) [177][2200/5005] lr: 1.2853e-03 eta: 1 day, 7:03:31 time: 0.1746 data_time: 0.0067 loss: 1.1849 2023/03/26 06:56:04 - mmengine - INFO - Epoch(train) [177][2300/5005] lr: 1.2853e-03 eta: 1 day, 7:03:13 time: 0.1764 data_time: 0.0064 loss: 1.3769 2023/03/26 06:56:22 - mmengine - INFO - Epoch(train) [177][2400/5005] lr: 1.2853e-03 eta: 1 day, 7:02:54 time: 0.1740 data_time: 0.0065 loss: 1.2789 2023/03/26 06:56:40 - mmengine - INFO - Epoch(train) [177][2500/5005] lr: 1.2853e-03 eta: 1 day, 7:02:36 time: 0.1741 data_time: 0.0068 loss: 1.2678 2023/03/26 06:56:58 - mmengine - INFO - Epoch(train) [177][2600/5005] lr: 1.2853e-03 eta: 1 day, 7:02:18 time: 0.1759 data_time: 0.0067 loss: 1.3605 2023/03/26 06:57:16 - mmengine - INFO - Epoch(train) [177][2700/5005] lr: 1.2853e-03 eta: 1 day, 7:01:59 time: 0.1963 data_time: 0.0064 loss: 1.2306 2023/03/26 06:57:34 - mmengine - INFO - Epoch(train) [177][2800/5005] lr: 1.2853e-03 eta: 1 day, 7:01:41 time: 0.1751 data_time: 0.0065 loss: 1.3323 2023/03/26 06:57:52 - mmengine - INFO - Epoch(train) [177][2900/5005] lr: 1.2853e-03 eta: 1 day, 7:01:22 time: 0.1735 data_time: 0.0066 loss: 1.3543 2023/03/26 06:58:10 - mmengine - INFO - Epoch(train) [177][3000/5005] lr: 1.2853e-03 eta: 1 day, 7:01:04 time: 0.1754 data_time: 0.0067 loss: 1.3083 2023/03/26 06:58:28 - mmengine - INFO - Epoch(train) [177][3100/5005] lr: 1.2853e-03 eta: 1 day, 7:00:46 time: 0.1752 data_time: 0.0066 loss: 1.3408 2023/03/26 06:58:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 06:58:46 - mmengine - INFO - Epoch(train) [177][3200/5005] lr: 1.2853e-03 eta: 1 day, 7:00:27 time: 0.1982 data_time: 0.0064 loss: 1.1264 2023/03/26 06:59:04 - mmengine - INFO - Epoch(train) [177][3300/5005] lr: 1.2853e-03 eta: 1 day, 7:00:09 time: 0.1807 data_time: 0.0067 loss: 1.3063 2023/03/26 06:59:22 - mmengine - INFO - Epoch(train) [177][3400/5005] lr: 1.2853e-03 eta: 1 day, 6:59:50 time: 0.1750 data_time: 0.0064 loss: 1.4670 2023/03/26 06:59:41 - mmengine - INFO - Epoch(train) [177][3500/5005] lr: 1.2853e-03 eta: 1 day, 6:59:32 time: 0.1748 data_time: 0.0065 loss: 1.3937 2023/03/26 06:59:58 - mmengine - INFO - Epoch(train) [177][3600/5005] lr: 1.2853e-03 eta: 1 day, 6:59:14 time: 0.1743 data_time: 0.0064 loss: 1.3706 2023/03/26 07:00:17 - mmengine - INFO - Epoch(train) [177][3700/5005] lr: 1.2853e-03 eta: 1 day, 6:58:56 time: 0.1753 data_time: 0.0066 loss: 1.3942 2023/03/26 07:00:35 - mmengine - INFO - Epoch(train) [177][3800/5005] lr: 1.2853e-03 eta: 1 day, 6:58:37 time: 0.1752 data_time: 0.0064 loss: 1.2515 2023/03/26 07:00:53 - mmengine - INFO - Epoch(train) [177][3900/5005] lr: 1.2853e-03 eta: 1 day, 6:58:19 time: 0.1760 data_time: 0.0067 loss: 1.3060 2023/03/26 07:01:11 - mmengine - INFO - Epoch(train) [177][4000/5005] lr: 1.2853e-03 eta: 1 day, 6:58:00 time: 0.1746 data_time: 0.0066 loss: 1.1370 2023/03/26 07:01:29 - mmengine - INFO - Epoch(train) [177][4100/5005] lr: 1.2853e-03 eta: 1 day, 6:57:42 time: 0.1747 data_time: 0.0065 loss: 1.2520 2023/03/26 07:01:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:01:47 - mmengine - INFO - Epoch(train) [177][4200/5005] lr: 1.2853e-03 eta: 1 day, 6:57:24 time: 0.1751 data_time: 0.0067 loss: 1.1810 2023/03/26 07:02:05 - mmengine - INFO - Epoch(train) [177][4300/5005] lr: 1.2853e-03 eta: 1 day, 6:57:05 time: 0.1753 data_time: 0.0065 loss: 1.1914 2023/03/26 07:02:23 - mmengine - INFO - Epoch(train) [177][4400/5005] lr: 1.2853e-03 eta: 1 day, 6:56:47 time: 0.1744 data_time: 0.0065 loss: 1.4213 2023/03/26 07:02:41 - mmengine - INFO - Epoch(train) [177][4500/5005] lr: 1.2853e-03 eta: 1 day, 6:56:28 time: 0.1752 data_time: 0.0067 loss: 1.4865 2023/03/26 07:03:00 - mmengine - INFO - Epoch(train) [177][4600/5005] lr: 1.2853e-03 eta: 1 day, 6:56:10 time: 0.1745 data_time: 0.0065 loss: 1.2828 2023/03/26 07:03:18 - mmengine - INFO - Epoch(train) [177][4700/5005] lr: 1.2853e-03 eta: 1 day, 6:55:52 time: 0.1743 data_time: 0.0068 loss: 1.3605 2023/03/26 07:03:36 - mmengine - INFO - Epoch(train) [177][4800/5005] lr: 1.2853e-03 eta: 1 day, 6:55:33 time: 0.1753 data_time: 0.0067 loss: 1.1674 2023/03/26 07:03:54 - mmengine - INFO - Epoch(train) [177][4900/5005] lr: 1.2853e-03 eta: 1 day, 6:55:15 time: 0.1747 data_time: 0.0066 loss: 1.3346 2023/03/26 07:04:12 - mmengine - INFO - Epoch(train) [177][5000/5005] lr: 1.2853e-03 eta: 1 day, 6:54:56 time: 0.1718 data_time: 0.0071 loss: 1.3868 2023/03/26 07:04:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:04:13 - mmengine - INFO - Saving checkpoint at 177 epochs 2023/03/26 07:04:21 - mmengine - INFO - Epoch(val) [177][100/196] eta: 0:00:06 time: 0.0618 data_time: 0.0260 2023/03/26 07:04:50 - mmengine - INFO - Epoch(val) [177][196/196] accuracy/top1: 70.8100 accuracy/top5: 89.7240data_time: 0.0668 time: 0.0999 2023/03/26 07:05:09 - mmengine - INFO - Epoch(train) [178][ 100/5005] lr: 1.2596e-03 eta: 1 day, 6:54:38 time: 0.1756 data_time: 0.0068 loss: 1.3559 2023/03/26 07:05:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:05:27 - mmengine - INFO - Epoch(train) [178][ 200/5005] lr: 1.2596e-03 eta: 1 day, 6:54:19 time: 0.1730 data_time: 0.0066 loss: 1.2547 2023/03/26 07:05:45 - mmengine - INFO - Epoch(train) [178][ 300/5005] lr: 1.2596e-03 eta: 1 day, 6:54:01 time: 0.1732 data_time: 0.0065 loss: 1.2519 2023/03/26 07:06:03 - mmengine - INFO - Epoch(train) [178][ 400/5005] lr: 1.2596e-03 eta: 1 day, 6:53:42 time: 0.1731 data_time: 0.0065 loss: 1.1068 2023/03/26 07:06:21 - mmengine - INFO - Epoch(train) [178][ 500/5005] lr: 1.2596e-03 eta: 1 day, 6:53:24 time: 0.1736 data_time: 0.0067 loss: 1.1452 2023/03/26 07:06:39 - mmengine - INFO - Epoch(train) [178][ 600/5005] lr: 1.2596e-03 eta: 1 day, 6:53:06 time: 0.1736 data_time: 0.0066 loss: 1.3701 2023/03/26 07:06:57 - mmengine - INFO - Epoch(train) [178][ 700/5005] lr: 1.2596e-03 eta: 1 day, 6:52:47 time: 0.1931 data_time: 0.0065 loss: 1.0940 2023/03/26 07:07:15 - mmengine - INFO - Epoch(train) [178][ 800/5005] lr: 1.2596e-03 eta: 1 day, 6:52:29 time: 0.1741 data_time: 0.0067 loss: 1.1882 2023/03/26 07:07:33 - mmengine - INFO - Epoch(train) [178][ 900/5005] lr: 1.2596e-03 eta: 1 day, 6:52:10 time: 0.1744 data_time: 0.0065 loss: 1.2605 2023/03/26 07:07:51 - mmengine - INFO - Epoch(train) [178][1000/5005] lr: 1.2596e-03 eta: 1 day, 6:51:52 time: 0.1737 data_time: 0.0067 loss: 1.2474 2023/03/26 07:08:09 - mmengine - INFO - Epoch(train) [178][1100/5005] lr: 1.2596e-03 eta: 1 day, 6:51:34 time: 0.1735 data_time: 0.0065 loss: 1.3191 2023/03/26 07:08:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:08:27 - mmengine - INFO - Epoch(train) [178][1200/5005] lr: 1.2596e-03 eta: 1 day, 6:51:15 time: 0.1741 data_time: 0.0066 loss: 1.0892 2023/03/26 07:08:45 - mmengine - INFO - Epoch(train) [178][1300/5005] lr: 1.2596e-03 eta: 1 day, 6:50:57 time: 0.2012 data_time: 0.0067 loss: 1.1881 2023/03/26 07:09:03 - mmengine - INFO - Epoch(train) [178][1400/5005] lr: 1.2596e-03 eta: 1 day, 6:50:38 time: 0.1762 data_time: 0.0069 loss: 1.2750 2023/03/26 07:09:22 - mmengine - INFO - Epoch(train) [178][1500/5005] lr: 1.2596e-03 eta: 1 day, 6:50:20 time: 0.1742 data_time: 0.0068 loss: 1.1965 2023/03/26 07:09:39 - mmengine - INFO - Epoch(train) [178][1600/5005] lr: 1.2596e-03 eta: 1 day, 6:50:02 time: 0.1742 data_time: 0.0065 loss: 1.2081 2023/03/26 07:09:57 - mmengine - INFO - Epoch(train) [178][1700/5005] lr: 1.2596e-03 eta: 1 day, 6:49:43 time: 0.1742 data_time: 0.0067 loss: 1.2650 2023/03/26 07:10:16 - mmengine - INFO - Epoch(train) [178][1800/5005] lr: 1.2596e-03 eta: 1 day, 6:49:25 time: 0.1971 data_time: 0.0063 loss: 1.1838 2023/03/26 07:10:34 - mmengine - INFO - Epoch(train) [178][1900/5005] lr: 1.2596e-03 eta: 1 day, 6:49:06 time: 0.1746 data_time: 0.0067 loss: 1.3613 2023/03/26 07:10:52 - mmengine - INFO - Epoch(train) [178][2000/5005] lr: 1.2596e-03 eta: 1 day, 6:48:48 time: 0.1735 data_time: 0.0069 loss: 1.2759 2023/03/26 07:11:09 - mmengine - INFO - Epoch(train) [178][2100/5005] lr: 1.2596e-03 eta: 1 day, 6:48:29 time: 0.1744 data_time: 0.0067 loss: 1.3054 2023/03/26 07:11:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:11:28 - mmengine - INFO - Epoch(train) [178][2200/5005] lr: 1.2596e-03 eta: 1 day, 6:48:11 time: 0.1750 data_time: 0.0066 loss: 1.3262 2023/03/26 07:11:46 - mmengine - INFO - Epoch(train) [178][2300/5005] lr: 1.2596e-03 eta: 1 day, 6:47:53 time: 0.1745 data_time: 0.0066 loss: 1.3107 2023/03/26 07:12:04 - mmengine - INFO - Epoch(train) [178][2400/5005] lr: 1.2596e-03 eta: 1 day, 6:47:34 time: 0.1755 data_time: 0.0069 loss: 1.4125 2023/03/26 07:12:22 - mmengine - INFO - Epoch(train) [178][2500/5005] lr: 1.2596e-03 eta: 1 day, 6:47:16 time: 0.1736 data_time: 0.0066 loss: 1.3813 2023/03/26 07:12:40 - mmengine - INFO - Epoch(train) [178][2600/5005] lr: 1.2596e-03 eta: 1 day, 6:46:58 time: 0.1755 data_time: 0.0070 loss: 1.2820 2023/03/26 07:12:58 - mmengine - INFO - Epoch(train) [178][2700/5005] lr: 1.2596e-03 eta: 1 day, 6:46:39 time: 0.1739 data_time: 0.0068 loss: 1.1580 2023/03/26 07:13:16 - mmengine - INFO - Epoch(train) [178][2800/5005] lr: 1.2596e-03 eta: 1 day, 6:46:21 time: 0.1729 data_time: 0.0069 loss: 1.2114 2023/03/26 07:13:34 - mmengine - INFO - Epoch(train) [178][2900/5005] lr: 1.2596e-03 eta: 1 day, 6:46:02 time: 0.1883 data_time: 0.0064 loss: 1.2322 2023/03/26 07:13:52 - mmengine - INFO - Epoch(train) [178][3000/5005] lr: 1.2596e-03 eta: 1 day, 6:45:44 time: 0.1734 data_time: 0.0066 loss: 1.0596 2023/03/26 07:14:10 - mmengine - INFO - Epoch(train) [178][3100/5005] lr: 1.2596e-03 eta: 1 day, 6:45:25 time: 0.1742 data_time: 0.0069 loss: 1.2850 2023/03/26 07:14:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:14:28 - mmengine - INFO - Epoch(train) [178][3200/5005] lr: 1.2596e-03 eta: 1 day, 6:45:07 time: 0.1940 data_time: 0.0064 loss: 1.1523 2023/03/26 07:14:46 - mmengine - INFO - Epoch(train) [178][3300/5005] lr: 1.2596e-03 eta: 1 day, 6:44:49 time: 0.1738 data_time: 0.0067 loss: 1.3426 2023/03/26 07:15:04 - mmengine - INFO - Epoch(train) [178][3400/5005] lr: 1.2596e-03 eta: 1 day, 6:44:30 time: 0.1740 data_time: 0.0068 loss: 1.2551 2023/03/26 07:15:22 - mmengine - INFO - Epoch(train) [178][3500/5005] lr: 1.2596e-03 eta: 1 day, 6:44:12 time: 0.1747 data_time: 0.0068 loss: 1.2607 2023/03/26 07:15:40 - mmengine - INFO - Epoch(train) [178][3600/5005] lr: 1.2596e-03 eta: 1 day, 6:43:54 time: 0.1736 data_time: 0.0067 loss: 1.1718 2023/03/26 07:15:58 - mmengine - INFO - Epoch(train) [178][3700/5005] lr: 1.2596e-03 eta: 1 day, 6:43:35 time: 0.1742 data_time: 0.0066 loss: 1.1353 2023/03/26 07:16:16 - mmengine - INFO - Epoch(train) [178][3800/5005] lr: 1.2596e-03 eta: 1 day, 6:43:17 time: 0.1732 data_time: 0.0068 loss: 1.1266 2023/03/26 07:16:34 - mmengine - INFO - Epoch(train) [178][3900/5005] lr: 1.2596e-03 eta: 1 day, 6:42:58 time: 0.1731 data_time: 0.0066 loss: 1.2978 2023/03/26 07:16:52 - mmengine - INFO - Epoch(train) [178][4000/5005] lr: 1.2596e-03 eta: 1 day, 6:42:40 time: 0.1736 data_time: 0.0065 loss: 1.1229 2023/03/26 07:17:11 - mmengine - INFO - Epoch(train) [178][4100/5005] lr: 1.2596e-03 eta: 1 day, 6:42:21 time: 0.1744 data_time: 0.0065 loss: 1.3531 2023/03/26 07:17:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:17:29 - mmengine - INFO - Epoch(train) [178][4200/5005] lr: 1.2596e-03 eta: 1 day, 6:42:03 time: 0.1742 data_time: 0.0066 loss: 1.2321 2023/03/26 07:17:47 - mmengine - INFO - Epoch(train) [178][4300/5005] lr: 1.2596e-03 eta: 1 day, 6:41:45 time: 0.1739 data_time: 0.0066 loss: 1.2803 2023/03/26 07:18:05 - mmengine - INFO - Epoch(train) [178][4400/5005] lr: 1.2596e-03 eta: 1 day, 6:41:27 time: 0.1732 data_time: 0.0064 loss: 1.3893 2023/03/26 07:18:23 - mmengine - INFO - Epoch(train) [178][4500/5005] lr: 1.2596e-03 eta: 1 day, 6:41:08 time: 0.1731 data_time: 0.0066 loss: 1.2624 2023/03/26 07:18:41 - mmengine - INFO - Epoch(train) [178][4600/5005] lr: 1.2596e-03 eta: 1 day, 6:40:50 time: 0.1759 data_time: 0.0068 loss: 1.5619 2023/03/26 07:18:59 - mmengine - INFO - Epoch(train) [178][4700/5005] lr: 1.2596e-03 eta: 1 day, 6:40:31 time: 0.1759 data_time: 0.0066 loss: 1.2272 2023/03/26 07:19:17 - mmengine - INFO - Epoch(train) [178][4800/5005] lr: 1.2596e-03 eta: 1 day, 6:40:13 time: 0.1920 data_time: 0.0065 loss: 1.2583 2023/03/26 07:19:35 - mmengine - INFO - Epoch(train) [178][4900/5005] lr: 1.2596e-03 eta: 1 day, 6:39:54 time: 0.1737 data_time: 0.0067 loss: 1.3250 2023/03/26 07:19:53 - mmengine - INFO - Epoch(train) [178][5000/5005] lr: 1.2596e-03 eta: 1 day, 6:39:36 time: 0.1722 data_time: 0.0071 loss: 1.3561 2023/03/26 07:19:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:19:54 - mmengine - INFO - Saving checkpoint at 178 epochs 2023/03/26 07:20:03 - mmengine - INFO - Epoch(val) [178][100/196] eta: 0:00:07 time: 0.0623 data_time: 0.0247 2023/03/26 07:20:32 - mmengine - INFO - Epoch(val) [178][196/196] accuracy/top1: 70.8000 accuracy/top5: 89.8760data_time: 0.0679 time: 0.1015 2023/03/26 07:20:51 - mmengine - INFO - Epoch(train) [179][ 100/5005] lr: 1.2344e-03 eta: 1 day, 6:39:18 time: 0.1751 data_time: 0.0066 loss: 1.2137 2023/03/26 07:20:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:21:09 - mmengine - INFO - Epoch(train) [179][ 200/5005] lr: 1.2344e-03 eta: 1 day, 6:38:59 time: 0.1745 data_time: 0.0064 loss: 1.3517 2023/03/26 07:21:27 - mmengine - INFO - Epoch(train) [179][ 300/5005] lr: 1.2344e-03 eta: 1 day, 6:38:41 time: 0.1761 data_time: 0.0064 loss: 1.3986 2023/03/26 07:21:45 - mmengine - INFO - Epoch(train) [179][ 400/5005] lr: 1.2344e-03 eta: 1 day, 6:38:22 time: 0.1738 data_time: 0.0064 loss: 1.1477 2023/03/26 07:22:03 - mmengine - INFO - Epoch(train) [179][ 500/5005] lr: 1.2344e-03 eta: 1 day, 6:38:04 time: 0.1744 data_time: 0.0063 loss: 1.3087 2023/03/26 07:22:21 - mmengine - INFO - Epoch(train) [179][ 600/5005] lr: 1.2344e-03 eta: 1 day, 6:37:45 time: 0.1744 data_time: 0.0064 loss: 1.3606 2023/03/26 07:22:39 - mmengine - INFO - Epoch(train) [179][ 700/5005] lr: 1.2344e-03 eta: 1 day, 6:37:27 time: 0.1751 data_time: 0.0066 loss: 1.2769 2023/03/26 07:22:57 - mmengine - INFO - Epoch(train) [179][ 800/5005] lr: 1.2344e-03 eta: 1 day, 6:37:09 time: 0.1743 data_time: 0.0064 loss: 1.2714 2023/03/26 07:23:15 - mmengine - INFO - Epoch(train) [179][ 900/5005] lr: 1.2344e-03 eta: 1 day, 6:36:50 time: 0.1751 data_time: 0.0066 loss: 1.2351 2023/03/26 07:23:34 - mmengine - INFO - Epoch(train) [179][1000/5005] lr: 1.2344e-03 eta: 1 day, 6:36:32 time: 0.1729 data_time: 0.0063 loss: 1.4992 2023/03/26 07:23:51 - mmengine - INFO - Epoch(train) [179][1100/5005] lr: 1.2344e-03 eta: 1 day, 6:36:14 time: 0.1738 data_time: 0.0063 loss: 1.4908 2023/03/26 07:23:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:24:10 - mmengine - INFO - Epoch(train) [179][1200/5005] lr: 1.2344e-03 eta: 1 day, 6:35:55 time: 0.1751 data_time: 0.0065 loss: 1.3046 2023/03/26 07:24:28 - mmengine - INFO - Epoch(train) [179][1300/5005] lr: 1.2344e-03 eta: 1 day, 6:35:37 time: 0.1758 data_time: 0.0066 loss: 1.2171 2023/03/26 07:24:45 - mmengine - INFO - Epoch(train) [179][1400/5005] lr: 1.2344e-03 eta: 1 day, 6:35:19 time: 0.1746 data_time: 0.0064 loss: 1.2344 2023/03/26 07:25:04 - mmengine - INFO - Epoch(train) [179][1500/5005] lr: 1.2344e-03 eta: 1 day, 6:35:00 time: 0.1747 data_time: 0.0064 loss: 1.5829 2023/03/26 07:25:22 - mmengine - INFO - Epoch(train) [179][1600/5005] lr: 1.2344e-03 eta: 1 day, 6:34:42 time: 0.1745 data_time: 0.0066 loss: 1.1215 2023/03/26 07:25:40 - mmengine - INFO - Epoch(train) [179][1700/5005] lr: 1.2344e-03 eta: 1 day, 6:34:23 time: 0.1739 data_time: 0.0064 loss: 1.1114 2023/03/26 07:25:58 - mmengine - INFO - Epoch(train) [179][1800/5005] lr: 1.2344e-03 eta: 1 day, 6:34:05 time: 0.1987 data_time: 0.0064 loss: 1.3307 2023/03/26 07:26:16 - mmengine - INFO - Epoch(train) [179][1900/5005] lr: 1.2344e-03 eta: 1 day, 6:33:47 time: 0.1747 data_time: 0.0065 loss: 1.1366 2023/03/26 07:26:34 - mmengine - INFO - Epoch(train) [179][2000/5005] lr: 1.2344e-03 eta: 1 day, 6:33:28 time: 0.1947 data_time: 0.0062 loss: 1.2359 2023/03/26 07:26:52 - mmengine - INFO - Epoch(train) [179][2100/5005] lr: 1.2344e-03 eta: 1 day, 6:33:10 time: 0.1734 data_time: 0.0063 loss: 1.2200 2023/03/26 07:26:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:27:10 - mmengine - INFO - Epoch(train) [179][2200/5005] lr: 1.2344e-03 eta: 1 day, 6:32:52 time: 0.1748 data_time: 0.0065 loss: 1.2998 2023/03/26 07:27:28 - mmengine - INFO - Epoch(train) [179][2300/5005] lr: 1.2344e-03 eta: 1 day, 6:32:33 time: 0.1738 data_time: 0.0067 loss: 1.0533 2023/03/26 07:27:46 - mmengine - INFO - Epoch(train) [179][2400/5005] lr: 1.2344e-03 eta: 1 day, 6:32:15 time: 0.1740 data_time: 0.0067 loss: 1.2796 2023/03/26 07:28:04 - mmengine - INFO - Epoch(train) [179][2500/5005] lr: 1.2344e-03 eta: 1 day, 6:31:56 time: 0.1744 data_time: 0.0065 loss: 1.1733 2023/03/26 07:28:22 - mmengine - INFO - Epoch(train) [179][2600/5005] lr: 1.2344e-03 eta: 1 day, 6:31:38 time: 0.1746 data_time: 0.0064 loss: 1.1501 2023/03/26 07:28:40 - mmengine - INFO - Epoch(train) [179][2700/5005] lr: 1.2344e-03 eta: 1 day, 6:31:20 time: 0.1736 data_time: 0.0063 loss: 1.2963 2023/03/26 07:28:58 - mmengine - INFO - Epoch(train) [179][2800/5005] lr: 1.2344e-03 eta: 1 day, 6:31:01 time: 0.1744 data_time: 0.0064 loss: 1.1586 2023/03/26 07:29:17 - mmengine - INFO - Epoch(train) [179][2900/5005] lr: 1.2344e-03 eta: 1 day, 6:30:43 time: 0.1753 data_time: 0.0066 loss: 1.3993 2023/03/26 07:29:35 - mmengine - INFO - Epoch(train) [179][3000/5005] lr: 1.2344e-03 eta: 1 day, 6:30:25 time: 0.1875 data_time: 0.0064 loss: 1.2447 2023/03/26 07:29:53 - mmengine - INFO - Epoch(train) [179][3100/5005] lr: 1.2344e-03 eta: 1 day, 6:30:06 time: 0.1747 data_time: 0.0066 loss: 1.1136 2023/03/26 07:29:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:30:11 - mmengine - INFO - Epoch(train) [179][3200/5005] lr: 1.2344e-03 eta: 1 day, 6:29:48 time: 0.1744 data_time: 0.0066 loss: 1.4053 2023/03/26 07:30:29 - mmengine - INFO - Epoch(train) [179][3300/5005] lr: 1.2344e-03 eta: 1 day, 6:29:29 time: 0.1744 data_time: 0.0066 loss: 1.0819 2023/03/26 07:30:47 - mmengine - INFO - Epoch(train) [179][3400/5005] lr: 1.2344e-03 eta: 1 day, 6:29:11 time: 0.1748 data_time: 0.0068 loss: 1.4396 2023/03/26 07:31:05 - mmengine - INFO - Epoch(train) [179][3500/5005] lr: 1.2344e-03 eta: 1 day, 6:28:53 time: 0.1749 data_time: 0.0065 loss: 1.4435 2023/03/26 07:31:23 - mmengine - INFO - Epoch(train) [179][3600/5005] lr: 1.2344e-03 eta: 1 day, 6:28:34 time: 0.1742 data_time: 0.0065 loss: 1.2930 2023/03/26 07:31:42 - mmengine - INFO - Epoch(train) [179][3700/5005] lr: 1.2344e-03 eta: 1 day, 6:28:16 time: 0.1748 data_time: 0.0066 loss: 1.3023 2023/03/26 07:31:59 - mmengine - INFO - Epoch(train) [179][3800/5005] lr: 1.2344e-03 eta: 1 day, 6:27:58 time: 0.1756 data_time: 0.0066 loss: 1.2450 2023/03/26 07:32:18 - mmengine - INFO - Epoch(train) [179][3900/5005] lr: 1.2344e-03 eta: 1 day, 6:27:39 time: 0.1739 data_time: 0.0065 loss: 1.2752 2023/03/26 07:32:36 - mmengine - INFO - Epoch(train) [179][4000/5005] lr: 1.2344e-03 eta: 1 day, 6:27:21 time: 0.1746 data_time: 0.0065 loss: 1.2607 2023/03/26 07:32:54 - mmengine - INFO - Epoch(train) [179][4100/5005] lr: 1.2344e-03 eta: 1 day, 6:27:03 time: 0.1749 data_time: 0.0067 loss: 1.1376 2023/03/26 07:32:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:33:11 - mmengine - INFO - Epoch(train) [179][4200/5005] lr: 1.2344e-03 eta: 1 day, 6:26:44 time: 0.1754 data_time: 0.0067 loss: 1.0592 2023/03/26 07:33:29 - mmengine - INFO - Epoch(train) [179][4300/5005] lr: 1.2344e-03 eta: 1 day, 6:26:26 time: 0.1758 data_time: 0.0070 loss: 1.2353 2023/03/26 07:33:48 - mmengine - INFO - Epoch(train) [179][4400/5005] lr: 1.2344e-03 eta: 1 day, 6:26:07 time: 0.1744 data_time: 0.0066 loss: 1.2256 2023/03/26 07:34:06 - mmengine - INFO - Epoch(train) [179][4500/5005] lr: 1.2344e-03 eta: 1 day, 6:25:49 time: 0.1735 data_time: 0.0063 loss: 1.2271 2023/03/26 07:34:24 - mmengine - INFO - Epoch(train) [179][4600/5005] lr: 1.2344e-03 eta: 1 day, 6:25:31 time: 0.1744 data_time: 0.0063 loss: 1.3134 2023/03/26 07:34:42 - mmengine - INFO - Epoch(train) [179][4700/5005] lr: 1.2344e-03 eta: 1 day, 6:25:12 time: 0.1755 data_time: 0.0068 loss: 1.2074 2023/03/26 07:35:00 - mmengine - INFO - Epoch(train) [179][4800/5005] lr: 1.2344e-03 eta: 1 day, 6:24:54 time: 0.1760 data_time: 0.0067 loss: 1.0567 2023/03/26 07:35:18 - mmengine - INFO - Epoch(train) [179][4900/5005] lr: 1.2344e-03 eta: 1 day, 6:24:36 time: 0.1738 data_time: 0.0065 loss: 1.3743 2023/03/26 07:35:36 - mmengine - INFO - Epoch(train) [179][5000/5005] lr: 1.2344e-03 eta: 1 day, 6:24:17 time: 0.1729 data_time: 0.0072 loss: 1.2098 2023/03/26 07:35:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:35:37 - mmengine - INFO - Saving checkpoint at 179 epochs 2023/03/26 07:35:45 - mmengine - INFO - Epoch(val) [179][100/196] eta: 0:00:06 time: 0.0620 data_time: 0.0246 2023/03/26 07:36:14 - mmengine - INFO - Epoch(val) [179][196/196] accuracy/top1: 70.8600 accuracy/top5: 89.8200data_time: 0.0662 time: 0.0991 2023/03/26 07:36:33 - mmengine - INFO - Epoch(train) [180][ 100/5005] lr: 1.2097e-03 eta: 1 day, 6:23:59 time: 0.1746 data_time: 0.0065 loss: 1.2517 2023/03/26 07:36:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:36:52 - mmengine - INFO - Epoch(train) [180][ 200/5005] lr: 1.2097e-03 eta: 1 day, 6:23:40 time: 0.1746 data_time: 0.0068 loss: 1.4325 2023/03/26 07:37:10 - mmengine - INFO - Epoch(train) [180][ 300/5005] lr: 1.2097e-03 eta: 1 day, 6:23:22 time: 0.1743 data_time: 0.0068 loss: 1.1631 2023/03/26 07:37:28 - mmengine - INFO - Epoch(train) [180][ 400/5005] lr: 1.2097e-03 eta: 1 day, 6:23:04 time: 0.1744 data_time: 0.0068 loss: 1.1988 2023/03/26 07:37:46 - mmengine - INFO - Epoch(train) [180][ 500/5005] lr: 1.2097e-03 eta: 1 day, 6:22:46 time: 0.1753 data_time: 0.0068 loss: 1.4340 2023/03/26 07:38:04 - mmengine - INFO - Epoch(train) [180][ 600/5005] lr: 1.2097e-03 eta: 1 day, 6:22:27 time: 0.1742 data_time: 0.0069 loss: 1.4612 2023/03/26 07:38:22 - mmengine - INFO - Epoch(train) [180][ 700/5005] lr: 1.2097e-03 eta: 1 day, 6:22:09 time: 0.1739 data_time: 0.0068 loss: 1.1786 2023/03/26 07:38:40 - mmengine - INFO - Epoch(train) [180][ 800/5005] lr: 1.2097e-03 eta: 1 day, 6:21:50 time: 0.1741 data_time: 0.0066 loss: 1.3671 2023/03/26 07:38:58 - mmengine - INFO - Epoch(train) [180][ 900/5005] lr: 1.2097e-03 eta: 1 day, 6:21:32 time: 0.1774 data_time: 0.0069 loss: 1.3655 2023/03/26 07:39:16 - mmengine - INFO - Epoch(train) [180][1000/5005] lr: 1.2097e-03 eta: 1 day, 6:21:14 time: 0.1744 data_time: 0.0068 loss: 1.1566 2023/03/26 07:39:34 - mmengine - INFO - Epoch(train) [180][1100/5005] lr: 1.2097e-03 eta: 1 day, 6:20:55 time: 0.1743 data_time: 0.0065 loss: 1.4635 2023/03/26 07:39:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:39:53 - mmengine - INFO - Epoch(train) [180][1200/5005] lr: 1.2097e-03 eta: 1 day, 6:20:37 time: 0.1895 data_time: 0.0067 loss: 1.3359 2023/03/26 07:40:11 - mmengine - INFO - Epoch(train) [180][1300/5005] lr: 1.2097e-03 eta: 1 day, 6:20:19 time: 0.1739 data_time: 0.0068 loss: 1.3200 2023/03/26 07:40:29 - mmengine - INFO - Epoch(train) [180][1400/5005] lr: 1.2097e-03 eta: 1 day, 6:20:00 time: 0.1750 data_time: 0.0067 loss: 1.3598 2023/03/26 07:40:47 - mmengine - INFO - Epoch(train) [180][1500/5005] lr: 1.2097e-03 eta: 1 day, 6:19:42 time: 0.1744 data_time: 0.0066 loss: 1.3791 2023/03/26 07:41:05 - mmengine - INFO - Epoch(train) [180][1600/5005] lr: 1.2097e-03 eta: 1 day, 6:19:23 time: 0.1746 data_time: 0.0066 loss: 1.1014 2023/03/26 07:41:23 - mmengine - INFO - Epoch(train) [180][1700/5005] lr: 1.2097e-03 eta: 1 day, 6:19:05 time: 0.1750 data_time: 0.0068 loss: 1.1563 2023/03/26 07:41:41 - mmengine - INFO - Epoch(train) [180][1800/5005] lr: 1.2097e-03 eta: 1 day, 6:18:47 time: 0.1746 data_time: 0.0066 loss: 1.1258 2023/03/26 07:41:59 - mmengine - INFO - Epoch(train) [180][1900/5005] lr: 1.2097e-03 eta: 1 day, 6:18:28 time: 0.1740 data_time: 0.0066 loss: 1.1984 2023/03/26 07:42:18 - mmengine - INFO - Epoch(train) [180][2000/5005] lr: 1.2097e-03 eta: 1 day, 6:18:10 time: 0.1759 data_time: 0.0070 loss: 1.0591 2023/03/26 07:42:36 - mmengine - INFO - Epoch(train) [180][2100/5005] lr: 1.2097e-03 eta: 1 day, 6:17:52 time: 0.1755 data_time: 0.0067 loss: 1.0546 2023/03/26 07:42:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:42:54 - mmengine - INFO - Epoch(train) [180][2200/5005] lr: 1.2097e-03 eta: 1 day, 6:17:33 time: 0.1746 data_time: 0.0066 loss: 1.3142 2023/03/26 07:43:12 - mmengine - INFO - Epoch(train) [180][2300/5005] lr: 1.2097e-03 eta: 1 day, 6:17:15 time: 0.1745 data_time: 0.0068 loss: 1.1665 2023/03/26 07:43:30 - mmengine - INFO - Epoch(train) [180][2400/5005] lr: 1.2097e-03 eta: 1 day, 6:16:57 time: 0.1763 data_time: 0.0068 loss: 1.1606 2023/03/26 07:43:48 - mmengine - INFO - Epoch(train) [180][2500/5005] lr: 1.2097e-03 eta: 1 day, 6:16:38 time: 0.1747 data_time: 0.0067 loss: 1.2882 2023/03/26 07:44:06 - mmengine - INFO - Epoch(train) [180][2600/5005] lr: 1.2097e-03 eta: 1 day, 6:16:20 time: 0.1975 data_time: 0.0067 loss: 1.2223 2023/03/26 07:44:24 - mmengine - INFO - Epoch(train) [180][2700/5005] lr: 1.2097e-03 eta: 1 day, 6:16:02 time: 0.1743 data_time: 0.0067 loss: 1.2052 2023/03/26 07:44:43 - mmengine - INFO - Epoch(train) [180][2800/5005] lr: 1.2097e-03 eta: 1 day, 6:15:43 time: 0.1748 data_time: 0.0067 loss: 1.3365 2023/03/26 07:45:01 - mmengine - INFO - Epoch(train) [180][2900/5005] lr: 1.2097e-03 eta: 1 day, 6:15:25 time: 0.1759 data_time: 0.0069 loss: 1.4412 2023/03/26 07:45:19 - mmengine - INFO - Epoch(train) [180][3000/5005] lr: 1.2097e-03 eta: 1 day, 6:15:07 time: 0.1736 data_time: 0.0067 loss: 1.1906 2023/03/26 07:45:37 - mmengine - INFO - Epoch(train) [180][3100/5005] lr: 1.2097e-03 eta: 1 day, 6:14:48 time: 0.1875 data_time: 0.0066 loss: 1.2263 2023/03/26 07:45:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:45:55 - mmengine - INFO - Epoch(train) [180][3200/5005] lr: 1.2097e-03 eta: 1 day, 6:14:30 time: 0.1746 data_time: 0.0067 loss: 1.0943 2023/03/26 07:46:13 - mmengine - INFO - Epoch(train) [180][3300/5005] lr: 1.2097e-03 eta: 1 day, 6:14:12 time: 0.1743 data_time: 0.0067 loss: 1.4285 2023/03/26 07:46:31 - mmengine - INFO - Epoch(train) [180][3400/5005] lr: 1.2097e-03 eta: 1 day, 6:13:53 time: 0.1983 data_time: 0.0067 loss: 1.3145 2023/03/26 07:46:49 - mmengine - INFO - Epoch(train) [180][3500/5005] lr: 1.2097e-03 eta: 1 day, 6:13:35 time: 0.1741 data_time: 0.0070 loss: 1.2445 2023/03/26 07:47:07 - mmengine - INFO - Epoch(train) [180][3600/5005] lr: 1.2097e-03 eta: 1 day, 6:13:17 time: 0.1749 data_time: 0.0067 loss: 1.3264 2023/03/26 07:47:26 - mmengine - INFO - Epoch(train) [180][3700/5005] lr: 1.2097e-03 eta: 1 day, 6:12:58 time: 0.1743 data_time: 0.0068 loss: 1.2813 2023/03/26 07:47:44 - mmengine - INFO - Epoch(train) [180][3800/5005] lr: 1.2097e-03 eta: 1 day, 6:12:40 time: 0.1744 data_time: 0.0066 loss: 1.1092 2023/03/26 07:48:02 - mmengine - INFO - Epoch(train) [180][3900/5005] lr: 1.2097e-03 eta: 1 day, 6:12:22 time: 0.1744 data_time: 0.0066 loss: 1.3513 2023/03/26 07:48:20 - mmengine - INFO - Epoch(train) [180][4000/5005] lr: 1.2097e-03 eta: 1 day, 6:12:03 time: 0.1755 data_time: 0.0069 loss: 1.3229 2023/03/26 07:48:38 - mmengine - INFO - Epoch(train) [180][4100/5005] lr: 1.2097e-03 eta: 1 day, 6:11:45 time: 0.1752 data_time: 0.0069 loss: 1.1503 2023/03/26 07:48:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:48:56 - mmengine - INFO - Epoch(train) [180][4200/5005] lr: 1.2097e-03 eta: 1 day, 6:11:27 time: 0.1745 data_time: 0.0068 loss: 1.1230 2023/03/26 07:49:15 - mmengine - INFO - Epoch(train) [180][4300/5005] lr: 1.2097e-03 eta: 1 day, 6:11:09 time: 0.1745 data_time: 0.0068 loss: 1.2570 2023/03/26 07:49:32 - mmengine - INFO - Epoch(train) [180][4400/5005] lr: 1.2097e-03 eta: 1 day, 6:10:50 time: 0.1752 data_time: 0.0069 loss: 1.4413 2023/03/26 07:49:51 - mmengine - INFO - Epoch(train) [180][4500/5005] lr: 1.2097e-03 eta: 1 day, 6:10:32 time: 0.1737 data_time: 0.0069 loss: 1.3740 2023/03/26 07:50:09 - mmengine - INFO - Epoch(train) [180][4600/5005] lr: 1.2097e-03 eta: 1 day, 6:10:13 time: 0.1756 data_time: 0.0067 loss: 1.2754 2023/03/26 07:50:27 - mmengine - INFO - Epoch(train) [180][4700/5005] lr: 1.2097e-03 eta: 1 day, 6:09:55 time: 0.1749 data_time: 0.0066 loss: 1.2258 2023/03/26 07:50:45 - mmengine - INFO - Epoch(train) [180][4800/5005] lr: 1.2097e-03 eta: 1 day, 6:09:37 time: 0.1738 data_time: 0.0066 loss: 1.2903 2023/03/26 07:51:03 - mmengine - INFO - Epoch(train) [180][4900/5005] lr: 1.2097e-03 eta: 1 day, 6:09:18 time: 0.1737 data_time: 0.0068 loss: 1.1990 2023/03/26 07:51:21 - mmengine - INFO - Epoch(train) [180][5000/5005] lr: 1.2097e-03 eta: 1 day, 6:09:00 time: 0.1719 data_time: 0.0072 loss: 1.1190 2023/03/26 07:51:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:51:23 - mmengine - INFO - Saving checkpoint at 180 epochs 2023/03/26 07:51:31 - mmengine - INFO - Epoch(val) [180][100/196] eta: 0:00:06 time: 0.0621 data_time: 0.0255 2023/03/26 07:52:00 - mmengine - INFO - Epoch(val) [180][196/196] accuracy/top1: 70.7540 accuracy/top5: 89.7920data_time: 0.0687 time: 0.1014 2023/03/26 07:52:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:52:19 - mmengine - INFO - Epoch(train) [181][ 100/5005] lr: 1.1855e-03 eta: 1 day, 6:08:41 time: 0.1755 data_time: 0.0069 loss: 1.1927 2023/03/26 07:52:37 - mmengine - INFO - Epoch(train) [181][ 200/5005] lr: 1.1855e-03 eta: 1 day, 6:08:23 time: 0.1746 data_time: 0.0065 loss: 1.3451 2023/03/26 07:52:55 - mmengine - INFO - Epoch(train) [181][ 300/5005] lr: 1.1855e-03 eta: 1 day, 6:08:05 time: 0.1777 data_time: 0.0067 loss: 1.2541 2023/03/26 07:53:13 - mmengine - INFO - Epoch(train) [181][ 400/5005] lr: 1.1855e-03 eta: 1 day, 6:07:46 time: 0.1744 data_time: 0.0069 loss: 1.3671 2023/03/26 07:53:31 - mmengine - INFO - Epoch(train) [181][ 500/5005] lr: 1.1855e-03 eta: 1 day, 6:07:28 time: 0.1747 data_time: 0.0067 loss: 1.2915 2023/03/26 07:53:49 - mmengine - INFO - Epoch(train) [181][ 600/5005] lr: 1.1855e-03 eta: 1 day, 6:07:10 time: 0.1747 data_time: 0.0066 loss: 1.2360 2023/03/26 07:54:07 - mmengine - INFO - Epoch(train) [181][ 700/5005] lr: 1.1855e-03 eta: 1 day, 6:06:51 time: 0.1748 data_time: 0.0069 loss: 1.2580 2023/03/26 07:54:25 - mmengine - INFO - Epoch(train) [181][ 800/5005] lr: 1.1855e-03 eta: 1 day, 6:06:33 time: 0.1753 data_time: 0.0071 loss: 1.2468 2023/03/26 07:54:44 - mmengine - INFO - Epoch(train) [181][ 900/5005] lr: 1.1855e-03 eta: 1 day, 6:06:15 time: 0.1746 data_time: 0.0068 loss: 1.1930 2023/03/26 07:55:02 - mmengine - INFO - Epoch(train) [181][1000/5005] lr: 1.1855e-03 eta: 1 day, 6:05:56 time: 0.1747 data_time: 0.0070 loss: 1.0986 2023/03/26 07:55:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:55:20 - mmengine - INFO - Epoch(train) [181][1100/5005] lr: 1.1855e-03 eta: 1 day, 6:05:38 time: 0.1744 data_time: 0.0069 loss: 1.2603 2023/03/26 07:55:38 - mmengine - INFO - Epoch(train) [181][1200/5005] lr: 1.1855e-03 eta: 1 day, 6:05:20 time: 0.1759 data_time: 0.0069 loss: 1.1974 2023/03/26 07:55:57 - mmengine - INFO - Epoch(train) [181][1300/5005] lr: 1.1855e-03 eta: 1 day, 6:05:02 time: 0.1995 data_time: 0.0066 loss: 1.2433 2023/03/26 07:56:14 - mmengine - INFO - Epoch(train) [181][1400/5005] lr: 1.1855e-03 eta: 1 day, 6:04:43 time: 0.1746 data_time: 0.0067 loss: 1.2517 2023/03/26 07:56:33 - mmengine - INFO - Epoch(train) [181][1500/5005] lr: 1.1855e-03 eta: 1 day, 6:04:25 time: 0.1761 data_time: 0.0069 loss: 1.2913 2023/03/26 07:56:51 - mmengine - INFO - Epoch(train) [181][1600/5005] lr: 1.1855e-03 eta: 1 day, 6:04:07 time: 0.1750 data_time: 0.0068 loss: 1.0011 2023/03/26 07:57:09 - mmengine - INFO - Epoch(train) [181][1700/5005] lr: 1.1855e-03 eta: 1 day, 6:03:49 time: 0.1739 data_time: 0.0066 loss: 1.3668 2023/03/26 07:57:28 - mmengine - INFO - Epoch(train) [181][1800/5005] lr: 1.1855e-03 eta: 1 day, 6:03:30 time: 0.1742 data_time: 0.0069 loss: 1.2430 2023/03/26 07:57:45 - mmengine - INFO - Epoch(train) [181][1900/5005] lr: 1.1855e-03 eta: 1 day, 6:03:12 time: 0.1755 data_time: 0.0070 loss: 1.1737 2023/03/26 07:58:04 - mmengine - INFO - Epoch(train) [181][2000/5005] lr: 1.1855e-03 eta: 1 day, 6:02:54 time: 0.1940 data_time: 0.0067 loss: 1.3426 2023/03/26 07:58:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 07:58:22 - mmengine - INFO - Epoch(train) [181][2100/5005] lr: 1.1855e-03 eta: 1 day, 6:02:35 time: 0.1754 data_time: 0.0068 loss: 1.2495 2023/03/26 07:58:40 - mmengine - INFO - Epoch(train) [181][2200/5005] lr: 1.1855e-03 eta: 1 day, 6:02:17 time: 0.1748 data_time: 0.0068 loss: 1.2683 2023/03/26 07:58:58 - mmengine - INFO - Epoch(train) [181][2300/5005] lr: 1.1855e-03 eta: 1 day, 6:01:59 time: 0.2003 data_time: 0.0066 loss: 1.5010 2023/03/26 07:59:17 - mmengine - INFO - Epoch(train) [181][2400/5005] lr: 1.1855e-03 eta: 1 day, 6:01:41 time: 0.1746 data_time: 0.0068 loss: 1.0722 2023/03/26 07:59:35 - mmengine - INFO - Epoch(train) [181][2500/5005] lr: 1.1855e-03 eta: 1 day, 6:01:22 time: 0.1867 data_time: 0.0069 loss: 1.1399 2023/03/26 07:59:53 - mmengine - INFO - Epoch(train) [181][2600/5005] lr: 1.1855e-03 eta: 1 day, 6:01:04 time: 0.1751 data_time: 0.0070 loss: 1.1158 2023/03/26 08:00:11 - mmengine - INFO - Epoch(train) [181][2700/5005] lr: 1.1855e-03 eta: 1 day, 6:00:45 time: 0.1740 data_time: 0.0066 loss: 1.1293 2023/03/26 08:00:29 - mmengine - INFO - Epoch(train) [181][2800/5005] lr: 1.1855e-03 eta: 1 day, 6:00:27 time: 0.1752 data_time: 0.0067 loss: 1.2771 2023/03/26 08:00:47 - mmengine - INFO - Epoch(train) [181][2900/5005] lr: 1.1855e-03 eta: 1 day, 6:00:09 time: 0.1972 data_time: 0.0068 loss: 1.0951 2023/03/26 08:01:05 - mmengine - INFO - Epoch(train) [181][3000/5005] lr: 1.1855e-03 eta: 1 day, 5:59:51 time: 0.1759 data_time: 0.0068 loss: 1.4310 2023/03/26 08:01:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:01:23 - mmengine - INFO - Epoch(train) [181][3100/5005] lr: 1.1855e-03 eta: 1 day, 5:59:32 time: 0.1767 data_time: 0.0072 loss: 1.1954 2023/03/26 08:01:42 - mmengine - INFO - Epoch(train) [181][3200/5005] lr: 1.1855e-03 eta: 1 day, 5:59:14 time: 0.1866 data_time: 0.0068 loss: 1.4010 2023/03/26 08:02:00 - mmengine - INFO - Epoch(train) [181][3300/5005] lr: 1.1855e-03 eta: 1 day, 5:58:56 time: 0.1749 data_time: 0.0067 loss: 1.3017 2023/03/26 08:02:18 - mmengine - INFO - Epoch(train) [181][3400/5005] lr: 1.1855e-03 eta: 1 day, 5:58:37 time: 0.1745 data_time: 0.0067 loss: 1.2229 2023/03/26 08:02:36 - mmengine - INFO - Epoch(train) [181][3500/5005] lr: 1.1855e-03 eta: 1 day, 5:58:19 time: 0.1752 data_time: 0.0068 loss: 1.3036 2023/03/26 08:02:54 - mmengine - INFO - Epoch(train) [181][3600/5005] lr: 1.1855e-03 eta: 1 day, 5:58:01 time: 0.1758 data_time: 0.0069 loss: 1.3675 2023/03/26 08:03:12 - mmengine - INFO - Epoch(train) [181][3700/5005] lr: 1.1855e-03 eta: 1 day, 5:57:42 time: 0.1756 data_time: 0.0070 loss: 1.2496 2023/03/26 08:03:31 - mmengine - INFO - Epoch(train) [181][3800/5005] lr: 1.1855e-03 eta: 1 day, 5:57:24 time: 0.1770 data_time: 0.0072 loss: 1.3478 2023/03/26 08:03:49 - mmengine - INFO - Epoch(train) [181][3900/5005] lr: 1.1855e-03 eta: 1 day, 5:57:06 time: 0.1747 data_time: 0.0068 loss: 1.2195 2023/03/26 08:04:07 - mmengine - INFO - Epoch(train) [181][4000/5005] lr: 1.1855e-03 eta: 1 day, 5:56:48 time: 0.1775 data_time: 0.0067 loss: 1.3944 2023/03/26 08:04:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:04:25 - mmengine - INFO - Epoch(train) [181][4100/5005] lr: 1.1855e-03 eta: 1 day, 5:56:29 time: 0.1754 data_time: 0.0067 loss: 1.2187 2023/03/26 08:04:44 - mmengine - INFO - Epoch(train) [181][4200/5005] lr: 1.1855e-03 eta: 1 day, 5:56:11 time: 0.1750 data_time: 0.0070 loss: 1.2795 2023/03/26 08:05:02 - mmengine - INFO - Epoch(train) [181][4300/5005] lr: 1.1855e-03 eta: 1 day, 5:55:53 time: 0.1755 data_time: 0.0072 loss: 1.2287 2023/03/26 08:05:20 - mmengine - INFO - Epoch(train) [181][4400/5005] lr: 1.1855e-03 eta: 1 day, 5:55:34 time: 0.1757 data_time: 0.0071 loss: 1.3621 2023/03/26 08:05:38 - mmengine - INFO - Epoch(train) [181][4500/5005] lr: 1.1855e-03 eta: 1 day, 5:55:16 time: 0.1756 data_time: 0.0067 loss: 1.1630 2023/03/26 08:05:56 - mmengine - INFO - Epoch(train) [181][4600/5005] lr: 1.1855e-03 eta: 1 day, 5:54:58 time: 0.1762 data_time: 0.0070 loss: 1.4366 2023/03/26 08:06:14 - mmengine - INFO - Epoch(train) [181][4700/5005] lr: 1.1855e-03 eta: 1 day, 5:54:40 time: 0.1750 data_time: 0.0066 loss: 1.2296 2023/03/26 08:06:33 - mmengine - INFO - Epoch(train) [181][4800/5005] lr: 1.1855e-03 eta: 1 day, 5:54:21 time: 0.1756 data_time: 0.0068 loss: 1.2194 2023/03/26 08:06:51 - mmengine - INFO - Epoch(train) [181][4900/5005] lr: 1.1855e-03 eta: 1 day, 5:54:03 time: 0.1775 data_time: 0.0068 loss: 1.3953 2023/03/26 08:07:09 - mmengine - INFO - Epoch(train) [181][5000/5005] lr: 1.1855e-03 eta: 1 day, 5:53:45 time: 0.1738 data_time: 0.0073 loss: 1.4169 2023/03/26 08:07:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:07:10 - mmengine - INFO - Saving checkpoint at 181 epochs 2023/03/26 08:07:19 - mmengine - INFO - Epoch(val) [181][100/196] eta: 0:00:07 time: 0.0800 data_time: 0.0428 2023/03/26 08:07:48 - mmengine - INFO - Epoch(val) [181][196/196] accuracy/top1: 70.7980 accuracy/top5: 89.8660data_time: 0.0661 time: 0.1006 2023/03/26 08:08:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:08:07 - mmengine - INFO - Epoch(train) [182][ 100/5005] lr: 1.1618e-03 eta: 1 day, 5:53:26 time: 0.1881 data_time: 0.0071 loss: 1.3306 2023/03/26 08:08:25 - mmengine - INFO - Epoch(train) [182][ 200/5005] lr: 1.1618e-03 eta: 1 day, 5:53:08 time: 0.1735 data_time: 0.0069 loss: 1.2486 2023/03/26 08:08:43 - mmengine - INFO - Epoch(train) [182][ 300/5005] lr: 1.1618e-03 eta: 1 day, 5:52:50 time: 0.1747 data_time: 0.0070 loss: 1.2313 2023/03/26 08:09:01 - mmengine - INFO - Epoch(train) [182][ 400/5005] lr: 1.1618e-03 eta: 1 day, 5:52:31 time: 0.1740 data_time: 0.0070 loss: 1.2996 2023/03/26 08:09:19 - mmengine - INFO - Epoch(train) [182][ 500/5005] lr: 1.1618e-03 eta: 1 day, 5:52:13 time: 0.1752 data_time: 0.0071 loss: 1.3706 2023/03/26 08:09:37 - mmengine - INFO - Epoch(train) [182][ 600/5005] lr: 1.1618e-03 eta: 1 day, 5:51:54 time: 0.1748 data_time: 0.0071 loss: 1.4383 2023/03/26 08:09:56 - mmengine - INFO - Epoch(train) [182][ 700/5005] lr: 1.1618e-03 eta: 1 day, 5:51:36 time: 0.1766 data_time: 0.0072 loss: 1.2429 2023/03/26 08:10:14 - mmengine - INFO - Epoch(train) [182][ 800/5005] lr: 1.1618e-03 eta: 1 day, 5:51:18 time: 0.1737 data_time: 0.0070 loss: 1.3105 2023/03/26 08:10:32 - mmengine - INFO - Epoch(train) [182][ 900/5005] lr: 1.1618e-03 eta: 1 day, 5:51:00 time: 0.1756 data_time: 0.0070 loss: 1.1788 2023/03/26 08:10:50 - mmengine - INFO - Epoch(train) [182][1000/5005] lr: 1.1618e-03 eta: 1 day, 5:50:41 time: 0.1762 data_time: 0.0073 loss: 1.3955 2023/03/26 08:11:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:11:09 - mmengine - INFO - Epoch(train) [182][1100/5005] lr: 1.1618e-03 eta: 1 day, 5:50:23 time: 0.1753 data_time: 0.0072 loss: 1.2934 2023/03/26 08:11:27 - mmengine - INFO - Epoch(train) [182][1200/5005] lr: 1.1618e-03 eta: 1 day, 5:50:05 time: 0.1781 data_time: 0.0074 loss: 1.3188 2023/03/26 08:11:45 - mmengine - INFO - Epoch(train) [182][1300/5005] lr: 1.1618e-03 eta: 1 day, 5:49:47 time: 0.1742 data_time: 0.0070 loss: 1.1768 2023/03/26 08:12:03 - mmengine - INFO - Epoch(train) [182][1400/5005] lr: 1.1618e-03 eta: 1 day, 5:49:28 time: 0.1748 data_time: 0.0070 loss: 1.3075 2023/03/26 08:12:22 - mmengine - INFO - Epoch(train) [182][1500/5005] lr: 1.1618e-03 eta: 1 day, 5:49:10 time: 0.1762 data_time: 0.0073 loss: 1.3620 2023/03/26 08:12:40 - mmengine - INFO - Epoch(train) [182][1600/5005] lr: 1.1618e-03 eta: 1 day, 5:48:52 time: 0.1773 data_time: 0.0071 loss: 1.3915 2023/03/26 08:12:58 - mmengine - INFO - Epoch(train) [182][1700/5005] lr: 1.1618e-03 eta: 1 day, 5:48:34 time: 0.1758 data_time: 0.0071 loss: 1.1809 2023/03/26 08:13:16 - mmengine - INFO - Epoch(train) [182][1800/5005] lr: 1.1618e-03 eta: 1 day, 5:48:15 time: 0.1756 data_time: 0.0070 loss: 1.2063 2023/03/26 08:13:34 - mmengine - INFO - Epoch(train) [182][1900/5005] lr: 1.1618e-03 eta: 1 day, 5:47:57 time: 0.1746 data_time: 0.0073 loss: 1.2008 2023/03/26 08:13:53 - mmengine - INFO - Epoch(train) [182][2000/5005] lr: 1.1618e-03 eta: 1 day, 5:47:39 time: 0.1758 data_time: 0.0073 loss: 1.2426 2023/03/26 08:14:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:14:11 - mmengine - INFO - Epoch(train) [182][2100/5005] lr: 1.1618e-03 eta: 1 day, 5:47:20 time: 0.1754 data_time: 0.0071 loss: 1.2203 2023/03/26 08:14:29 - mmengine - INFO - Epoch(train) [182][2200/5005] lr: 1.1618e-03 eta: 1 day, 5:47:02 time: 0.1759 data_time: 0.0074 loss: 1.1951 2023/03/26 08:14:47 - mmengine - INFO - Epoch(train) [182][2300/5005] lr: 1.1618e-03 eta: 1 day, 5:46:44 time: 0.1766 data_time: 0.0071 loss: 1.3829 2023/03/26 08:15:05 - mmengine - INFO - Epoch(train) [182][2400/5005] lr: 1.1618e-03 eta: 1 day, 5:46:25 time: 0.1752 data_time: 0.0071 loss: 1.4939 2023/03/26 08:15:23 - mmengine - INFO - Epoch(train) [182][2500/5005] lr: 1.1618e-03 eta: 1 day, 5:46:07 time: 0.1750 data_time: 0.0071 loss: 1.3561 2023/03/26 08:15:42 - mmengine - INFO - Epoch(train) [182][2600/5005] lr: 1.1618e-03 eta: 1 day, 5:45:49 time: 0.1865 data_time: 0.0070 loss: 1.1791 2023/03/26 08:16:00 - mmengine - INFO - Epoch(train) [182][2700/5005] lr: 1.1618e-03 eta: 1 day, 5:45:30 time: 0.1752 data_time: 0.0071 loss: 1.3814 2023/03/26 08:16:18 - mmengine - INFO - Epoch(train) [182][2800/5005] lr: 1.1618e-03 eta: 1 day, 5:45:12 time: 0.1754 data_time: 0.0070 loss: 1.1929 2023/03/26 08:16:37 - mmengine - INFO - Epoch(train) [182][2900/5005] lr: 1.1618e-03 eta: 1 day, 5:44:54 time: 0.1754 data_time: 0.0071 loss: 1.1924 2023/03/26 08:16:55 - mmengine - INFO - Epoch(train) [182][3000/5005] lr: 1.1618e-03 eta: 1 day, 5:44:36 time: 0.1757 data_time: 0.0069 loss: 1.1966 2023/03/26 08:17:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:17:13 - mmengine - INFO - Epoch(train) [182][3100/5005] lr: 1.1618e-03 eta: 1 day, 5:44:17 time: 0.1755 data_time: 0.0070 loss: 1.1494 2023/03/26 08:17:31 - mmengine - INFO - Epoch(train) [182][3200/5005] lr: 1.1618e-03 eta: 1 day, 5:43:59 time: 0.1750 data_time: 0.0071 loss: 1.3361 2023/03/26 08:17:49 - mmengine - INFO - Epoch(train) [182][3300/5005] lr: 1.1618e-03 eta: 1 day, 5:43:41 time: 0.1787 data_time: 0.0075 loss: 1.3653 2023/03/26 08:18:07 - mmengine - INFO - Epoch(train) [182][3400/5005] lr: 1.1618e-03 eta: 1 day, 5:43:23 time: 0.1759 data_time: 0.0070 loss: 1.2773 2023/03/26 08:18:25 - mmengine - INFO - Epoch(train) [182][3500/5005] lr: 1.1618e-03 eta: 1 day, 5:43:04 time: 0.1749 data_time: 0.0069 loss: 1.2492 2023/03/26 08:18:44 - mmengine - INFO - Epoch(train) [182][3600/5005] lr: 1.1618e-03 eta: 1 day, 5:42:46 time: 0.1753 data_time: 0.0072 loss: 1.2341 2023/03/26 08:19:02 - mmengine - INFO - Epoch(train) [182][3700/5005] lr: 1.1618e-03 eta: 1 day, 5:42:28 time: 0.1761 data_time: 0.0070 loss: 1.4096 2023/03/26 08:19:20 - mmengine - INFO - Epoch(train) [182][3800/5005] lr: 1.1618e-03 eta: 1 day, 5:42:10 time: 0.1751 data_time: 0.0071 loss: 1.2389 2023/03/26 08:19:38 - mmengine - INFO - Epoch(train) [182][3900/5005] lr: 1.1618e-03 eta: 1 day, 5:41:51 time: 0.1761 data_time: 0.0072 loss: 1.3783 2023/03/26 08:19:56 - mmengine - INFO - Epoch(train) [182][4000/5005] lr: 1.1618e-03 eta: 1 day, 5:41:33 time: 0.1757 data_time: 0.0071 loss: 1.1921 2023/03/26 08:20:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:20:15 - mmengine - INFO - Epoch(train) [182][4100/5005] lr: 1.1618e-03 eta: 1 day, 5:41:15 time: 0.1767 data_time: 0.0072 loss: 1.3010 2023/03/26 08:20:33 - mmengine - INFO - Epoch(train) [182][4200/5005] lr: 1.1618e-03 eta: 1 day, 5:40:56 time: 0.1748 data_time: 0.0069 loss: 1.1309 2023/03/26 08:20:51 - mmengine - INFO - Epoch(train) [182][4300/5005] lr: 1.1618e-03 eta: 1 day, 5:40:38 time: 0.1760 data_time: 0.0072 loss: 1.3376 2023/03/26 08:21:09 - mmengine - INFO - Epoch(train) [182][4400/5005] lr: 1.1618e-03 eta: 1 day, 5:40:20 time: 0.1763 data_time: 0.0075 loss: 1.1857 2023/03/26 08:21:28 - mmengine - INFO - Epoch(train) [182][4500/5005] lr: 1.1618e-03 eta: 1 day, 5:40:02 time: 0.1753 data_time: 0.0074 loss: 1.2580 2023/03/26 08:21:46 - mmengine - INFO - Epoch(train) [182][4600/5005] lr: 1.1618e-03 eta: 1 day, 5:39:43 time: 0.1756 data_time: 0.0071 loss: 1.4935 2023/03/26 08:22:04 - mmengine - INFO - Epoch(train) [182][4700/5005] lr: 1.1618e-03 eta: 1 day, 5:39:25 time: 0.1749 data_time: 0.0069 loss: 1.3310 2023/03/26 08:22:22 - mmengine - INFO - Epoch(train) [182][4800/5005] lr: 1.1618e-03 eta: 1 day, 5:39:07 time: 0.1762 data_time: 0.0072 loss: 1.2540 2023/03/26 08:22:40 - mmengine - INFO - Epoch(train) [182][4900/5005] lr: 1.1618e-03 eta: 1 day, 5:38:48 time: 0.1752 data_time: 0.0071 loss: 1.3996 2023/03/26 08:22:58 - mmengine - INFO - Epoch(train) [182][5000/5005] lr: 1.1618e-03 eta: 1 day, 5:38:30 time: 0.1748 data_time: 0.0073 loss: 1.1082 2023/03/26 08:22:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:23:00 - mmengine - INFO - Saving checkpoint at 182 epochs 2023/03/26 08:23:08 - mmengine - INFO - Epoch(val) [182][100/196] eta: 0:00:06 time: 0.0625 data_time: 0.0262 2023/03/26 08:23:37 - mmengine - INFO - Epoch(val) [182][196/196] accuracy/top1: 70.9580 accuracy/top5: 89.8400data_time: 0.0664 time: 0.1004 2023/03/26 08:23:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:23:56 - mmengine - INFO - Epoch(train) [183][ 100/5005] lr: 1.1386e-03 eta: 1 day, 5:38:12 time: 0.1761 data_time: 0.0068 loss: 1.2553 2023/03/26 08:24:14 - mmengine - INFO - Epoch(train) [183][ 200/5005] lr: 1.1386e-03 eta: 1 day, 5:37:53 time: 0.1758 data_time: 0.0070 loss: 1.2595 2023/03/26 08:24:33 - mmengine - INFO - Epoch(train) [183][ 300/5005] lr: 1.1386e-03 eta: 1 day, 5:37:35 time: 0.1759 data_time: 0.0070 loss: 1.3154 2023/03/26 08:24:51 - mmengine - INFO - Epoch(train) [183][ 400/5005] lr: 1.1386e-03 eta: 1 day, 5:37:17 time: 0.1770 data_time: 0.0069 loss: 1.2972 2023/03/26 08:25:09 - mmengine - INFO - Epoch(train) [183][ 500/5005] lr: 1.1386e-03 eta: 1 day, 5:36:58 time: 0.1752 data_time: 0.0067 loss: 1.0980 2023/03/26 08:25:27 - mmengine - INFO - Epoch(train) [183][ 600/5005] lr: 1.1386e-03 eta: 1 day, 5:36:40 time: 0.1761 data_time: 0.0070 loss: 1.1370 2023/03/26 08:25:45 - mmengine - INFO - Epoch(train) [183][ 700/5005] lr: 1.1386e-03 eta: 1 day, 5:36:22 time: 0.1760 data_time: 0.0071 loss: 1.3827 2023/03/26 08:26:04 - mmengine - INFO - Epoch(train) [183][ 800/5005] lr: 1.1386e-03 eta: 1 day, 5:36:03 time: 0.1765 data_time: 0.0069 loss: 1.2414 2023/03/26 08:26:22 - mmengine - INFO - Epoch(train) [183][ 900/5005] lr: 1.1386e-03 eta: 1 day, 5:35:45 time: 0.1740 data_time: 0.0068 loss: 1.2413 2023/03/26 08:26:40 - mmengine - INFO - Epoch(train) [183][1000/5005] lr: 1.1386e-03 eta: 1 day, 5:35:27 time: 0.1753 data_time: 0.0069 loss: 1.3377 2023/03/26 08:26:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:26:59 - mmengine - INFO - Epoch(train) [183][1100/5005] lr: 1.1386e-03 eta: 1 day, 5:35:09 time: 0.1755 data_time: 0.0072 loss: 1.4938 2023/03/26 08:27:17 - mmengine - INFO - Epoch(train) [183][1200/5005] lr: 1.1386e-03 eta: 1 day, 5:34:50 time: 0.1748 data_time: 0.0069 loss: 1.0991 2023/03/26 08:27:35 - mmengine - INFO - Epoch(train) [183][1300/5005] lr: 1.1386e-03 eta: 1 day, 5:34:32 time: 0.1748 data_time: 0.0069 loss: 1.2223 2023/03/26 08:27:53 - mmengine - INFO - Epoch(train) [183][1400/5005] lr: 1.1386e-03 eta: 1 day, 5:34:14 time: 0.1750 data_time: 0.0067 loss: 1.3403 2023/03/26 08:28:11 - mmengine - INFO - Epoch(train) [183][1500/5005] lr: 1.1386e-03 eta: 1 day, 5:33:55 time: 0.1765 data_time: 0.0069 loss: 1.4904 2023/03/26 08:28:29 - mmengine - INFO - Epoch(train) [183][1600/5005] lr: 1.1386e-03 eta: 1 day, 5:33:37 time: 0.1746 data_time: 0.0068 loss: 1.2338 2023/03/26 08:28:47 - mmengine - INFO - Epoch(train) [183][1700/5005] lr: 1.1386e-03 eta: 1 day, 5:33:19 time: 0.1748 data_time: 0.0068 loss: 1.0516 2023/03/26 08:29:05 - mmengine - INFO - Epoch(train) [183][1800/5005] lr: 1.1386e-03 eta: 1 day, 5:33:00 time: 0.1752 data_time: 0.0070 loss: 1.1961 2023/03/26 08:29:24 - mmengine - INFO - Epoch(train) [183][1900/5005] lr: 1.1386e-03 eta: 1 day, 5:32:42 time: 0.1752 data_time: 0.0068 loss: 1.2822 2023/03/26 08:29:42 - mmengine - INFO - Epoch(train) [183][2000/5005] lr: 1.1386e-03 eta: 1 day, 5:32:24 time: 0.1747 data_time: 0.0068 loss: 1.1420 2023/03/26 08:29:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:30:00 - mmengine - INFO - Epoch(train) [183][2100/5005] lr: 1.1386e-03 eta: 1 day, 5:32:06 time: 0.1759 data_time: 0.0069 loss: 1.3502 2023/03/26 08:30:18 - mmengine - INFO - Epoch(train) [183][2200/5005] lr: 1.1386e-03 eta: 1 day, 5:31:47 time: 0.1751 data_time: 0.0069 loss: 1.1809 2023/03/26 08:30:37 - mmengine - INFO - Epoch(train) [183][2300/5005] lr: 1.1386e-03 eta: 1 day, 5:31:29 time: 0.1747 data_time: 0.0068 loss: 1.3627 2023/03/26 08:30:55 - mmengine - INFO - Epoch(train) [183][2400/5005] lr: 1.1386e-03 eta: 1 day, 5:31:11 time: 0.1758 data_time: 0.0069 loss: 1.1632 2023/03/26 08:31:13 - mmengine - INFO - Epoch(train) [183][2500/5005] lr: 1.1386e-03 eta: 1 day, 5:30:52 time: 0.1745 data_time: 0.0068 loss: 1.1589 2023/03/26 08:31:31 - mmengine - INFO - Epoch(train) [183][2600/5005] lr: 1.1386e-03 eta: 1 day, 5:30:34 time: 0.1752 data_time: 0.0069 loss: 1.2856 2023/03/26 08:31:50 - mmengine - INFO - Epoch(train) [183][2700/5005] lr: 1.1386e-03 eta: 1 day, 5:30:16 time: 0.2026 data_time: 0.0070 loss: 1.2477 2023/03/26 08:32:08 - mmengine - INFO - Epoch(train) [183][2800/5005] lr: 1.1386e-03 eta: 1 day, 5:29:58 time: 0.1744 data_time: 0.0068 loss: 1.1699 2023/03/26 08:32:26 - mmengine - INFO - Epoch(train) [183][2900/5005] lr: 1.1386e-03 eta: 1 day, 5:29:40 time: 0.1899 data_time: 0.0067 loss: 1.3263 2023/03/26 08:32:44 - mmengine - INFO - Epoch(train) [183][3000/5005] lr: 1.1386e-03 eta: 1 day, 5:29:21 time: 0.1754 data_time: 0.0068 loss: 1.2090 2023/03/26 08:33:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:33:02 - mmengine - INFO - Epoch(train) [183][3100/5005] lr: 1.1386e-03 eta: 1 day, 5:29:03 time: 0.1748 data_time: 0.0067 loss: 1.1144 2023/03/26 08:33:20 - mmengine - INFO - Epoch(train) [183][3200/5005] lr: 1.1386e-03 eta: 1 day, 5:28:45 time: 0.1770 data_time: 0.0068 loss: 1.2255 2023/03/26 08:33:39 - mmengine - INFO - Epoch(train) [183][3300/5005] lr: 1.1386e-03 eta: 1 day, 5:28:26 time: 0.1747 data_time: 0.0066 loss: 1.2942 2023/03/26 08:33:57 - mmengine - INFO - Epoch(train) [183][3400/5005] lr: 1.1386e-03 eta: 1 day, 5:28:08 time: 0.1756 data_time: 0.0071 loss: 1.2957 2023/03/26 08:34:15 - mmengine - INFO - Epoch(train) [183][3500/5005] lr: 1.1386e-03 eta: 1 day, 5:27:50 time: 0.1757 data_time: 0.0070 loss: 1.1743 2023/03/26 08:34:34 - mmengine - INFO - Epoch(train) [183][3600/5005] lr: 1.1386e-03 eta: 1 day, 5:27:32 time: 0.1938 data_time: 0.0067 loss: 1.3161 2023/03/26 08:34:52 - mmengine - INFO - Epoch(train) [183][3700/5005] lr: 1.1386e-03 eta: 1 day, 5:27:13 time: 0.1740 data_time: 0.0066 loss: 1.3711 2023/03/26 08:35:10 - mmengine - INFO - Epoch(train) [183][3800/5005] lr: 1.1386e-03 eta: 1 day, 5:26:55 time: 0.1753 data_time: 0.0068 loss: 1.1672 2023/03/26 08:35:28 - mmengine - INFO - Epoch(train) [183][3900/5005] lr: 1.1386e-03 eta: 1 day, 5:26:37 time: 0.1763 data_time: 0.0071 loss: 1.2662 2023/03/26 08:35:46 - mmengine - INFO - Epoch(train) [183][4000/5005] lr: 1.1386e-03 eta: 1 day, 5:26:18 time: 0.1774 data_time: 0.0070 loss: 1.1399 2023/03/26 08:36:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:36:04 - mmengine - INFO - Epoch(train) [183][4100/5005] lr: 1.1386e-03 eta: 1 day, 5:26:00 time: 0.1928 data_time: 0.0068 loss: 1.3491 2023/03/26 08:36:22 - mmengine - INFO - Epoch(train) [183][4200/5005] lr: 1.1386e-03 eta: 1 day, 5:25:42 time: 0.1859 data_time: 0.0068 loss: 1.1933 2023/03/26 08:36:41 - mmengine - INFO - Epoch(train) [183][4300/5005] lr: 1.1386e-03 eta: 1 day, 5:25:24 time: 0.1757 data_time: 0.0068 loss: 1.1488 2023/03/26 08:36:59 - mmengine - INFO - Epoch(train) [183][4400/5005] lr: 1.1386e-03 eta: 1 day, 5:25:05 time: 0.1760 data_time: 0.0066 loss: 0.9868 2023/03/26 08:37:17 - mmengine - INFO - Epoch(train) [183][4500/5005] lr: 1.1386e-03 eta: 1 day, 5:24:47 time: 0.1755 data_time: 0.0068 loss: 1.2268 2023/03/26 08:37:35 - mmengine - INFO - Epoch(train) [183][4600/5005] lr: 1.1386e-03 eta: 1 day, 5:24:29 time: 0.1754 data_time: 0.0071 loss: 1.3858 2023/03/26 08:37:53 - mmengine - INFO - Epoch(train) [183][4700/5005] lr: 1.1386e-03 eta: 1 day, 5:24:10 time: 0.1753 data_time: 0.0067 loss: 1.3890 2023/03/26 08:38:11 - mmengine - INFO - Epoch(train) [183][4800/5005] lr: 1.1386e-03 eta: 1 day, 5:23:52 time: 0.1759 data_time: 0.0069 loss: 1.4769 2023/03/26 08:38:29 - mmengine - INFO - Epoch(train) [183][4900/5005] lr: 1.1386e-03 eta: 1 day, 5:23:34 time: 0.1757 data_time: 0.0066 loss: 1.0450 2023/03/26 08:38:48 - mmengine - INFO - Epoch(train) [183][5000/5005] lr: 1.1386e-03 eta: 1 day, 5:23:15 time: 0.1746 data_time: 0.0074 loss: 1.2227 2023/03/26 08:38:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:38:49 - mmengine - INFO - Saving checkpoint at 183 epochs 2023/03/26 08:38:57 - mmengine - INFO - Epoch(val) [183][100/196] eta: 0:00:06 time: 0.0619 data_time: 0.0255 2023/03/26 08:39:26 - mmengine - INFO - Epoch(val) [183][196/196] accuracy/top1: 70.8200 accuracy/top5: 89.8080data_time: 0.0691 time: 0.1010 2023/03/26 08:39:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:39:45 - mmengine - INFO - Epoch(train) [184][ 100/5005] lr: 1.1158e-03 eta: 1 day, 5:22:57 time: 0.1757 data_time: 0.0073 loss: 1.2561 2023/03/26 08:40:03 - mmengine - INFO - Epoch(train) [184][ 200/5005] lr: 1.1158e-03 eta: 1 day, 5:22:38 time: 0.1755 data_time: 0.0070 loss: 1.3464 2023/03/26 08:40:21 - mmengine - INFO - Epoch(train) [184][ 300/5005] lr: 1.1158e-03 eta: 1 day, 5:22:20 time: 0.1752 data_time: 0.0069 loss: 1.3841 2023/03/26 08:40:39 - mmengine - INFO - Epoch(train) [184][ 400/5005] lr: 1.1158e-03 eta: 1 day, 5:22:02 time: 0.1754 data_time: 0.0072 loss: 1.3010 2023/03/26 08:40:58 - mmengine - INFO - Epoch(train) [184][ 500/5005] lr: 1.1158e-03 eta: 1 day, 5:21:43 time: 0.1743 data_time: 0.0068 loss: 1.2413 2023/03/26 08:41:15 - mmengine - INFO - Epoch(train) [184][ 600/5005] lr: 1.1158e-03 eta: 1 day, 5:21:25 time: 0.1753 data_time: 0.0072 loss: 1.0764 2023/03/26 08:41:34 - mmengine - INFO - Epoch(train) [184][ 700/5005] lr: 1.1158e-03 eta: 1 day, 5:21:07 time: 0.1747 data_time: 0.0071 loss: 1.2189 2023/03/26 08:41:52 - mmengine - INFO - Epoch(train) [184][ 800/5005] lr: 1.1158e-03 eta: 1 day, 5:20:49 time: 0.1750 data_time: 0.0070 loss: 1.1999 2023/03/26 08:42:10 - mmengine - INFO - Epoch(train) [184][ 900/5005] lr: 1.1158e-03 eta: 1 day, 5:20:30 time: 0.1759 data_time: 0.0072 loss: 1.1900 2023/03/26 08:42:28 - mmengine - INFO - Epoch(train) [184][1000/5005] lr: 1.1158e-03 eta: 1 day, 5:20:12 time: 0.1741 data_time: 0.0069 loss: 1.2216 2023/03/26 08:42:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:42:47 - mmengine - INFO - Epoch(train) [184][1100/5005] lr: 1.1158e-03 eta: 1 day, 5:19:54 time: 0.2036 data_time: 0.0069 loss: 1.2600 2023/03/26 08:43:05 - mmengine - INFO - Epoch(train) [184][1200/5005] lr: 1.1158e-03 eta: 1 day, 5:19:35 time: 0.1751 data_time: 0.0070 loss: 1.2215 2023/03/26 08:43:23 - mmengine - INFO - Epoch(train) [184][1300/5005] lr: 1.1158e-03 eta: 1 day, 5:19:17 time: 0.1751 data_time: 0.0068 loss: 1.3289 2023/03/26 08:43:41 - mmengine - INFO - Epoch(train) [184][1400/5005] lr: 1.1158e-03 eta: 1 day, 5:18:59 time: 0.1803 data_time: 0.0071 loss: 1.2056 2023/03/26 08:44:00 - mmengine - INFO - Epoch(train) [184][1500/5005] lr: 1.1158e-03 eta: 1 day, 5:18:41 time: 0.1752 data_time: 0.0069 loss: 1.2965 2023/03/26 08:44:18 - mmengine - INFO - Epoch(train) [184][1600/5005] lr: 1.1158e-03 eta: 1 day, 5:18:23 time: 0.1748 data_time: 0.0069 loss: 1.1419 2023/03/26 08:44:36 - mmengine - INFO - Epoch(train) [184][1700/5005] lr: 1.1158e-03 eta: 1 day, 5:18:04 time: 0.1876 data_time: 0.0072 loss: 1.1123 2023/03/26 08:44:55 - mmengine - INFO - Epoch(train) [184][1800/5005] lr: 1.1158e-03 eta: 1 day, 5:17:46 time: 0.1751 data_time: 0.0070 loss: 1.3938 2023/03/26 08:45:13 - mmengine - INFO - Epoch(train) [184][1900/5005] lr: 1.1158e-03 eta: 1 day, 5:17:28 time: 0.1754 data_time: 0.0067 loss: 1.2881 2023/03/26 08:45:31 - mmengine - INFO - Epoch(train) [184][2000/5005] lr: 1.1158e-03 eta: 1 day, 5:17:09 time: 0.1758 data_time: 0.0070 loss: 1.3252 2023/03/26 08:45:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:45:49 - mmengine - INFO - Epoch(train) [184][2100/5005] lr: 1.1158e-03 eta: 1 day, 5:16:51 time: 0.1766 data_time: 0.0071 loss: 1.3540 2023/03/26 08:46:08 - mmengine - INFO - Epoch(train) [184][2200/5005] lr: 1.1158e-03 eta: 1 day, 5:16:33 time: 0.1755 data_time: 0.0069 loss: 1.0889 2023/03/26 08:46:26 - mmengine - INFO - Epoch(train) [184][2300/5005] lr: 1.1158e-03 eta: 1 day, 5:16:15 time: 0.1753 data_time: 0.0070 loss: 1.1263 2023/03/26 08:46:44 - mmengine - INFO - Epoch(train) [184][2400/5005] lr: 1.1158e-03 eta: 1 day, 5:15:57 time: 0.1761 data_time: 0.0068 loss: 1.3608 2023/03/26 08:47:03 - mmengine - INFO - Epoch(train) [184][2500/5005] lr: 1.1158e-03 eta: 1 day, 5:15:39 time: 0.1765 data_time: 0.0072 loss: 1.2693 2023/03/26 08:47:21 - mmengine - INFO - Epoch(train) [184][2600/5005] lr: 1.1158e-03 eta: 1 day, 5:15:20 time: 0.1769 data_time: 0.0069 loss: 1.1863 2023/03/26 08:47:39 - mmengine - INFO - Epoch(train) [184][2700/5005] lr: 1.1158e-03 eta: 1 day, 5:15:02 time: 0.1764 data_time: 0.0073 loss: 1.1237 2023/03/26 08:47:57 - mmengine - INFO - Epoch(train) [184][2800/5005] lr: 1.1158e-03 eta: 1 day, 5:14:44 time: 0.1760 data_time: 0.0069 loss: 1.0584 2023/03/26 08:48:16 - mmengine - INFO - Epoch(train) [184][2900/5005] lr: 1.1158e-03 eta: 1 day, 5:14:26 time: 0.1961 data_time: 0.0069 loss: 1.3526 2023/03/26 08:48:34 - mmengine - INFO - Epoch(train) [184][3000/5005] lr: 1.1158e-03 eta: 1 day, 5:14:07 time: 0.1755 data_time: 0.0071 loss: 1.2770 2023/03/26 08:48:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:48:52 - mmengine - INFO - Epoch(train) [184][3100/5005] lr: 1.1158e-03 eta: 1 day, 5:13:49 time: 0.1750 data_time: 0.0071 loss: 1.2677 2023/03/26 08:49:11 - mmengine - INFO - Epoch(train) [184][3200/5005] lr: 1.1158e-03 eta: 1 day, 5:13:31 time: 0.1762 data_time: 0.0071 loss: 1.2798 2023/03/26 08:49:29 - mmengine - INFO - Epoch(train) [184][3300/5005] lr: 1.1158e-03 eta: 1 day, 5:13:13 time: 0.1766 data_time: 0.0070 loss: 1.2487 2023/03/26 08:49:47 - mmengine - INFO - Epoch(train) [184][3400/5005] lr: 1.1158e-03 eta: 1 day, 5:12:54 time: 0.1752 data_time: 0.0068 loss: 1.4604 2023/03/26 08:50:05 - mmengine - INFO - Epoch(train) [184][3500/5005] lr: 1.1158e-03 eta: 1 day, 5:12:36 time: 0.1767 data_time: 0.0069 loss: 1.3309 2023/03/26 08:50:23 - mmengine - INFO - Epoch(train) [184][3600/5005] lr: 1.1158e-03 eta: 1 day, 5:12:18 time: 0.1750 data_time: 0.0071 loss: 1.4208 2023/03/26 08:50:41 - mmengine - INFO - Epoch(train) [184][3700/5005] lr: 1.1158e-03 eta: 1 day, 5:11:59 time: 0.1755 data_time: 0.0070 loss: 1.1976 2023/03/26 08:51:00 - mmengine - INFO - Epoch(train) [184][3800/5005] lr: 1.1158e-03 eta: 1 day, 5:11:41 time: 0.1975 data_time: 0.0070 loss: 1.0835 2023/03/26 08:51:18 - mmengine - INFO - Epoch(train) [184][3900/5005] lr: 1.1158e-03 eta: 1 day, 5:11:23 time: 0.1750 data_time: 0.0070 loss: 1.3236 2023/03/26 08:51:37 - mmengine - INFO - Epoch(train) [184][4000/5005] lr: 1.1158e-03 eta: 1 day, 5:11:05 time: 0.1759 data_time: 0.0071 loss: 1.1996 2023/03/26 08:51:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:51:55 - mmengine - INFO - Epoch(train) [184][4100/5005] lr: 1.1158e-03 eta: 1 day, 5:10:47 time: 0.1751 data_time: 0.0069 loss: 1.2741 2023/03/26 08:52:13 - mmengine - INFO - Epoch(train) [184][4200/5005] lr: 1.1158e-03 eta: 1 day, 5:10:28 time: 0.1764 data_time: 0.0072 loss: 1.3580 2023/03/26 08:52:31 - mmengine - INFO - Epoch(train) [184][4300/5005] lr: 1.1158e-03 eta: 1 day, 5:10:10 time: 0.1765 data_time: 0.0070 loss: 1.2916 2023/03/26 08:52:49 - mmengine - INFO - Epoch(train) [184][4400/5005] lr: 1.1158e-03 eta: 1 day, 5:09:52 time: 0.1755 data_time: 0.0069 loss: 1.2082 2023/03/26 08:53:07 - mmengine - INFO - Epoch(train) [184][4500/5005] lr: 1.1158e-03 eta: 1 day, 5:09:33 time: 0.1756 data_time: 0.0070 loss: 1.3089 2023/03/26 08:53:26 - mmengine - INFO - Epoch(train) [184][4600/5005] lr: 1.1158e-03 eta: 1 day, 5:09:15 time: 0.1991 data_time: 0.0068 loss: 1.1675 2023/03/26 08:53:44 - mmengine - INFO - Epoch(train) [184][4700/5005] lr: 1.1158e-03 eta: 1 day, 5:08:57 time: 0.1781 data_time: 0.0071 loss: 1.2041 2023/03/26 08:54:02 - mmengine - INFO - Epoch(train) [184][4800/5005] lr: 1.1158e-03 eta: 1 day, 5:08:39 time: 0.1753 data_time: 0.0069 loss: 1.4684 2023/03/26 08:54:21 - mmengine - INFO - Epoch(train) [184][4900/5005] lr: 1.1158e-03 eta: 1 day, 5:08:21 time: 0.1761 data_time: 0.0072 loss: 1.2661 2023/03/26 08:54:39 - mmengine - INFO - Epoch(train) [184][5000/5005] lr: 1.1158e-03 eta: 1 day, 5:08:02 time: 0.1740 data_time: 0.0074 loss: 1.3219 2023/03/26 08:54:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:54:40 - mmengine - INFO - Saving checkpoint at 184 epochs 2023/03/26 08:54:48 - mmengine - INFO - Epoch(val) [184][100/196] eta: 0:00:07 time: 0.0616 data_time: 0.0242 2023/03/26 08:55:18 - mmengine - INFO - Epoch(val) [184][196/196] accuracy/top1: 70.9720 accuracy/top5: 89.9060data_time: 0.0678 time: 0.1008 2023/03/26 08:55:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:55:37 - mmengine - INFO - Epoch(train) [185][ 100/5005] lr: 1.0935e-03 eta: 1 day, 5:07:44 time: 0.1742 data_time: 0.0067 loss: 1.1306 2023/03/26 08:55:55 - mmengine - INFO - Epoch(train) [185][ 200/5005] lr: 1.0935e-03 eta: 1 day, 5:07:25 time: 0.1738 data_time: 0.0067 loss: 1.2243 2023/03/26 08:56:13 - mmengine - INFO - Epoch(train) [185][ 300/5005] lr: 1.0935e-03 eta: 1 day, 5:07:07 time: 0.1745 data_time: 0.0065 loss: 1.3897 2023/03/26 08:56:31 - mmengine - INFO - Epoch(train) [185][ 400/5005] lr: 1.0935e-03 eta: 1 day, 5:06:49 time: 0.1742 data_time: 0.0068 loss: 1.2897 2023/03/26 08:56:49 - mmengine - INFO - Epoch(train) [185][ 500/5005] lr: 1.0935e-03 eta: 1 day, 5:06:30 time: 0.1749 data_time: 0.0067 loss: 1.3941 2023/03/26 08:57:08 - mmengine - INFO - Epoch(train) [185][ 600/5005] lr: 1.0935e-03 eta: 1 day, 5:06:12 time: 0.1982 data_time: 0.0066 loss: 1.2899 2023/03/26 08:57:26 - mmengine - INFO - Epoch(train) [185][ 700/5005] lr: 1.0935e-03 eta: 1 day, 5:05:54 time: 0.1756 data_time: 0.0068 loss: 1.3784 2023/03/26 08:57:44 - mmengine - INFO - Epoch(train) [185][ 800/5005] lr: 1.0935e-03 eta: 1 day, 5:05:36 time: 0.1757 data_time: 0.0067 loss: 1.1090 2023/03/26 08:58:03 - mmengine - INFO - Epoch(train) [185][ 900/5005] lr: 1.0935e-03 eta: 1 day, 5:05:18 time: 0.2138 data_time: 0.0065 loss: 1.2267 2023/03/26 08:58:21 - mmengine - INFO - Epoch(train) [185][1000/5005] lr: 1.0935e-03 eta: 1 day, 5:04:59 time: 0.1772 data_time: 0.0069 loss: 1.1610 2023/03/26 08:58:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 08:58:39 - mmengine - INFO - Epoch(train) [185][1100/5005] lr: 1.0935e-03 eta: 1 day, 5:04:41 time: 0.1755 data_time: 0.0070 loss: 1.0897 2023/03/26 08:58:57 - mmengine - INFO - Epoch(train) [185][1200/5005] lr: 1.0935e-03 eta: 1 day, 5:04:23 time: 0.1756 data_time: 0.0067 loss: 1.1548 2023/03/26 08:59:15 - mmengine - INFO - Epoch(train) [185][1300/5005] lr: 1.0935e-03 eta: 1 day, 5:04:04 time: 0.1763 data_time: 0.0071 loss: 1.1708 2023/03/26 08:59:33 - mmengine - INFO - Epoch(train) [185][1400/5005] lr: 1.0935e-03 eta: 1 day, 5:03:46 time: 0.1767 data_time: 0.0069 loss: 1.2136 2023/03/26 08:59:52 - mmengine - INFO - Epoch(train) [185][1500/5005] lr: 1.0935e-03 eta: 1 day, 5:03:28 time: 0.1757 data_time: 0.0068 loss: 1.3165 2023/03/26 09:00:10 - mmengine - INFO - Epoch(train) [185][1600/5005] lr: 1.0935e-03 eta: 1 day, 5:03:10 time: 0.1771 data_time: 0.0070 loss: 1.2265 2023/03/26 09:00:28 - mmengine - INFO - Epoch(train) [185][1700/5005] lr: 1.0935e-03 eta: 1 day, 5:02:51 time: 0.1770 data_time: 0.0070 loss: 1.3196 2023/03/26 09:00:46 - mmengine - INFO - Epoch(train) [185][1800/5005] lr: 1.0935e-03 eta: 1 day, 5:02:33 time: 0.1774 data_time: 0.0067 loss: 1.3424 2023/03/26 09:01:04 - mmengine - INFO - Epoch(train) [185][1900/5005] lr: 1.0935e-03 eta: 1 day, 5:02:15 time: 0.1755 data_time: 0.0068 loss: 1.3948 2023/03/26 09:01:22 - mmengine - INFO - Epoch(train) [185][2000/5005] lr: 1.0935e-03 eta: 1 day, 5:01:57 time: 0.1765 data_time: 0.0070 loss: 1.2037 2023/03/26 09:01:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:01:41 - mmengine - INFO - Epoch(train) [185][2100/5005] lr: 1.0935e-03 eta: 1 day, 5:01:38 time: 0.1772 data_time: 0.0070 loss: 1.1470 2023/03/26 09:01:59 - mmengine - INFO - Epoch(train) [185][2200/5005] lr: 1.0935e-03 eta: 1 day, 5:01:20 time: 0.1770 data_time: 0.0069 loss: 1.2232 2023/03/26 09:02:17 - mmengine - INFO - Epoch(train) [185][2300/5005] lr: 1.0935e-03 eta: 1 day, 5:01:02 time: 0.1961 data_time: 0.0068 loss: 1.3299 2023/03/26 09:02:36 - mmengine - INFO - Epoch(train) [185][2400/5005] lr: 1.0935e-03 eta: 1 day, 5:00:44 time: 0.1749 data_time: 0.0068 loss: 1.1946 2023/03/26 09:02:54 - mmengine - INFO - Epoch(train) [185][2500/5005] lr: 1.0935e-03 eta: 1 day, 5:00:26 time: 0.1759 data_time: 0.0069 loss: 1.1619 2023/03/26 09:03:12 - mmengine - INFO - Epoch(train) [185][2600/5005] lr: 1.0935e-03 eta: 1 day, 5:00:07 time: 0.1760 data_time: 0.0068 loss: 1.2588 2023/03/26 09:03:30 - mmengine - INFO - Epoch(train) [185][2700/5005] lr: 1.0935e-03 eta: 1 day, 4:59:49 time: 0.1760 data_time: 0.0066 loss: 1.1809 2023/03/26 09:03:48 - mmengine - INFO - Epoch(train) [185][2800/5005] lr: 1.0935e-03 eta: 1 day, 4:59:31 time: 0.1760 data_time: 0.0067 loss: 1.2292 2023/03/26 09:04:07 - mmengine - INFO - Epoch(train) [185][2900/5005] lr: 1.0935e-03 eta: 1 day, 4:59:12 time: 0.1754 data_time: 0.0068 loss: 1.2392 2023/03/26 09:04:25 - mmengine - INFO - Epoch(train) [185][3000/5005] lr: 1.0935e-03 eta: 1 day, 4:58:54 time: 0.1761 data_time: 0.0069 loss: 1.3392 2023/03/26 09:04:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:04:43 - mmengine - INFO - Epoch(train) [185][3100/5005] lr: 1.0935e-03 eta: 1 day, 4:58:36 time: 0.1756 data_time: 0.0068 loss: 1.0256 2023/03/26 09:05:01 - mmengine - INFO - Epoch(train) [185][3200/5005] lr: 1.0935e-03 eta: 1 day, 4:58:18 time: 0.1983 data_time: 0.0069 loss: 1.2237 2023/03/26 09:05:20 - mmengine - INFO - Epoch(train) [185][3300/5005] lr: 1.0935e-03 eta: 1 day, 4:57:59 time: 0.1762 data_time: 0.0067 loss: 1.1460 2023/03/26 09:05:38 - mmengine - INFO - Epoch(train) [185][3400/5005] lr: 1.0935e-03 eta: 1 day, 4:57:41 time: 0.1745 data_time: 0.0070 loss: 1.2680 2023/03/26 09:05:56 - mmengine - INFO - Epoch(train) [185][3500/5005] lr: 1.0935e-03 eta: 1 day, 4:57:23 time: 0.1757 data_time: 0.0067 loss: 1.4058 2023/03/26 09:06:14 - mmengine - INFO - Epoch(train) [185][3600/5005] lr: 1.0935e-03 eta: 1 day, 4:57:05 time: 0.1752 data_time: 0.0068 loss: 1.2099 2023/03/26 09:06:32 - mmengine - INFO - Epoch(train) [185][3700/5005] lr: 1.0935e-03 eta: 1 day, 4:56:46 time: 0.1744 data_time: 0.0068 loss: 1.3692 2023/03/26 09:06:50 - mmengine - INFO - Epoch(train) [185][3800/5005] lr: 1.0935e-03 eta: 1 day, 4:56:28 time: 0.1751 data_time: 0.0068 loss: 1.1572 2023/03/26 09:07:09 - mmengine - INFO - Epoch(train) [185][3900/5005] lr: 1.0935e-03 eta: 1 day, 4:56:10 time: 0.1752 data_time: 0.0069 loss: 1.5001 2023/03/26 09:07:27 - mmengine - INFO - Epoch(train) [185][4000/5005] lr: 1.0935e-03 eta: 1 day, 4:55:52 time: 0.1760 data_time: 0.0070 loss: 1.2434 2023/03/26 09:07:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:07:45 - mmengine - INFO - Epoch(train) [185][4100/5005] lr: 1.0935e-03 eta: 1 day, 4:55:33 time: 0.1748 data_time: 0.0068 loss: 1.2106 2023/03/26 09:08:03 - mmengine - INFO - Epoch(train) [185][4200/5005] lr: 1.0935e-03 eta: 1 day, 4:55:15 time: 0.1728 data_time: 0.0071 loss: 1.1735 2023/03/26 09:08:21 - mmengine - INFO - Epoch(train) [185][4300/5005] lr: 1.0935e-03 eta: 1 day, 4:54:57 time: 0.1756 data_time: 0.0067 loss: 1.4007 2023/03/26 09:08:40 - mmengine - INFO - Epoch(train) [185][4400/5005] lr: 1.0935e-03 eta: 1 day, 4:54:38 time: 0.1753 data_time: 0.0068 loss: 1.2448 2023/03/26 09:08:58 - mmengine - INFO - Epoch(train) [185][4500/5005] lr: 1.0935e-03 eta: 1 day, 4:54:20 time: 0.1749 data_time: 0.0067 loss: 1.0774 2023/03/26 09:09:16 - mmengine - INFO - Epoch(train) [185][4600/5005] lr: 1.0935e-03 eta: 1 day, 4:54:02 time: 0.1764 data_time: 0.0070 loss: 1.2558 2023/03/26 09:09:34 - mmengine - INFO - Epoch(train) [185][4700/5005] lr: 1.0935e-03 eta: 1 day, 4:53:44 time: 0.1755 data_time: 0.0068 loss: 1.4153 2023/03/26 09:09:53 - mmengine - INFO - Epoch(train) [185][4800/5005] lr: 1.0935e-03 eta: 1 day, 4:53:26 time: 0.1760 data_time: 0.0069 loss: 1.2056 2023/03/26 09:10:11 - mmengine - INFO - Epoch(train) [185][4900/5005] lr: 1.0935e-03 eta: 1 day, 4:53:07 time: 0.1756 data_time: 0.0068 loss: 1.2902 2023/03/26 09:10:29 - mmengine - INFO - Epoch(train) [185][5000/5005] lr: 1.0935e-03 eta: 1 day, 4:52:49 time: 0.1743 data_time: 0.0074 loss: 1.2343 2023/03/26 09:10:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:10:30 - mmengine - INFO - Saving checkpoint at 185 epochs 2023/03/26 09:10:38 - mmengine - INFO - Epoch(val) [185][100/196] eta: 0:00:07 time: 0.0621 data_time: 0.0249 2023/03/26 09:11:07 - mmengine - INFO - Epoch(val) [185][196/196] accuracy/top1: 70.8580 accuracy/top5: 89.7680data_time: 0.0680 time: 0.1002 2023/03/26 09:11:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:11:27 - mmengine - INFO - Epoch(train) [186][ 100/5005] lr: 1.0716e-03 eta: 1 day, 4:52:31 time: 0.1757 data_time: 0.0071 loss: 1.2423 2023/03/26 09:11:45 - mmengine - INFO - Epoch(train) [186][ 200/5005] lr: 1.0716e-03 eta: 1 day, 4:52:12 time: 0.1751 data_time: 0.0070 loss: 1.3734 2023/03/26 09:12:03 - mmengine - INFO - Epoch(train) [186][ 300/5005] lr: 1.0716e-03 eta: 1 day, 4:51:54 time: 0.1748 data_time: 0.0070 loss: 1.2283 2023/03/26 09:12:21 - mmengine - INFO - Epoch(train) [186][ 400/5005] lr: 1.0716e-03 eta: 1 day, 4:51:36 time: 0.1746 data_time: 0.0072 loss: 1.3062 2023/03/26 09:12:40 - mmengine - INFO - Epoch(train) [186][ 500/5005] lr: 1.0716e-03 eta: 1 day, 4:51:18 time: 0.1757 data_time: 0.0071 loss: 1.1760 2023/03/26 09:12:58 - mmengine - INFO - Epoch(train) [186][ 600/5005] lr: 1.0716e-03 eta: 1 day, 4:51:00 time: 0.1762 data_time: 0.0072 loss: 1.1542 2023/03/26 09:13:16 - mmengine - INFO - Epoch(train) [186][ 700/5005] lr: 1.0716e-03 eta: 1 day, 4:50:41 time: 0.1768 data_time: 0.0070 loss: 1.1672 2023/03/26 09:13:34 - mmengine - INFO - Epoch(train) [186][ 800/5005] lr: 1.0716e-03 eta: 1 day, 4:50:23 time: 0.1910 data_time: 0.0071 loss: 1.3155 2023/03/26 09:13:53 - mmengine - INFO - Epoch(train) [186][ 900/5005] lr: 1.0716e-03 eta: 1 day, 4:50:05 time: 0.1759 data_time: 0.0072 loss: 1.2835 2023/03/26 09:14:11 - mmengine - INFO - Epoch(train) [186][1000/5005] lr: 1.0716e-03 eta: 1 day, 4:49:47 time: 0.1751 data_time: 0.0069 loss: 1.4093 2023/03/26 09:14:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:14:29 - mmengine - INFO - Epoch(train) [186][1100/5005] lr: 1.0716e-03 eta: 1 day, 4:49:28 time: 0.1756 data_time: 0.0072 loss: 1.2569 2023/03/26 09:14:48 - mmengine - INFO - Epoch(train) [186][1200/5005] lr: 1.0716e-03 eta: 1 day, 4:49:10 time: 0.1779 data_time: 0.0069 loss: 1.2829 2023/03/26 09:15:06 - mmengine - INFO - Epoch(train) [186][1300/5005] lr: 1.0716e-03 eta: 1 day, 4:48:52 time: 0.1754 data_time: 0.0070 loss: 1.1751 2023/03/26 09:15:24 - mmengine - INFO - Epoch(train) [186][1400/5005] lr: 1.0716e-03 eta: 1 day, 4:48:34 time: 0.1765 data_time: 0.0073 loss: 1.2083 2023/03/26 09:15:42 - mmengine - INFO - Epoch(train) [186][1500/5005] lr: 1.0716e-03 eta: 1 day, 4:48:15 time: 0.1756 data_time: 0.0068 loss: 1.1045 2023/03/26 09:16:00 - mmengine - INFO - Epoch(train) [186][1600/5005] lr: 1.0716e-03 eta: 1 day, 4:47:57 time: 0.1753 data_time: 0.0071 loss: 0.9932 2023/03/26 09:16:19 - mmengine - INFO - Epoch(train) [186][1700/5005] lr: 1.0716e-03 eta: 1 day, 4:47:39 time: 0.1987 data_time: 0.0068 loss: 1.2981 2023/03/26 09:16:37 - mmengine - INFO - Epoch(train) [186][1800/5005] lr: 1.0716e-03 eta: 1 day, 4:47:21 time: 0.1789 data_time: 0.0068 loss: 1.1568 2023/03/26 09:16:55 - mmengine - INFO - Epoch(train) [186][1900/5005] lr: 1.0716e-03 eta: 1 day, 4:47:02 time: 0.1750 data_time: 0.0071 loss: 1.2725 2023/03/26 09:17:14 - mmengine - INFO - Epoch(train) [186][2000/5005] lr: 1.0716e-03 eta: 1 day, 4:46:44 time: 0.1761 data_time: 0.0071 loss: 1.3270 2023/03/26 09:17:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:17:32 - mmengine - INFO - Epoch(train) [186][2100/5005] lr: 1.0716e-03 eta: 1 day, 4:46:26 time: 0.1759 data_time: 0.0071 loss: 1.3550 2023/03/26 09:17:50 - mmengine - INFO - Epoch(train) [186][2200/5005] lr: 1.0716e-03 eta: 1 day, 4:46:08 time: 0.1982 data_time: 0.0068 loss: 1.2481 2023/03/26 09:18:08 - mmengine - INFO - Epoch(train) [186][2300/5005] lr: 1.0716e-03 eta: 1 day, 4:45:50 time: 0.1767 data_time: 0.0072 loss: 1.3452 2023/03/26 09:18:27 - mmengine - INFO - Epoch(train) [186][2400/5005] lr: 1.0716e-03 eta: 1 day, 4:45:31 time: 0.1763 data_time: 0.0073 loss: 1.2554 2023/03/26 09:18:45 - mmengine - INFO - Epoch(train) [186][2500/5005] lr: 1.0716e-03 eta: 1 day, 4:45:13 time: 0.1700 data_time: 0.0067 loss: 1.2729 2023/03/26 09:19:03 - mmengine - INFO - Epoch(train) [186][2600/5005] lr: 1.0716e-03 eta: 1 day, 4:44:55 time: 0.1967 data_time: 0.0072 loss: 1.1735 2023/03/26 09:19:21 - mmengine - INFO - Epoch(train) [186][2700/5005] lr: 1.0716e-03 eta: 1 day, 4:44:37 time: 0.1760 data_time: 0.0069 loss: 1.1684 2023/03/26 09:19:40 - mmengine - INFO - Epoch(train) [186][2800/5005] lr: 1.0716e-03 eta: 1 day, 4:44:18 time: 0.1772 data_time: 0.0072 loss: 1.1170 2023/03/26 09:19:58 - mmengine - INFO - Epoch(train) [186][2900/5005] lr: 1.0716e-03 eta: 1 day, 4:44:00 time: 0.1757 data_time: 0.0073 loss: 1.1808 2023/03/26 09:20:16 - mmengine - INFO - Epoch(train) [186][3000/5005] lr: 1.0716e-03 eta: 1 day, 4:43:42 time: 0.1761 data_time: 0.0072 loss: 1.2651 2023/03/26 09:20:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:20:34 - mmengine - INFO - Epoch(train) [186][3100/5005] lr: 1.0716e-03 eta: 1 day, 4:43:24 time: 0.1769 data_time: 0.0068 loss: 1.1592 2023/03/26 09:20:53 - mmengine - INFO - Epoch(train) [186][3200/5005] lr: 1.0716e-03 eta: 1 day, 4:43:05 time: 0.1760 data_time: 0.0072 loss: 1.2179 2023/03/26 09:21:11 - mmengine - INFO - Epoch(train) [186][3300/5005] lr: 1.0716e-03 eta: 1 day, 4:42:47 time: 0.1760 data_time: 0.0074 loss: 1.2218 2023/03/26 09:21:29 - mmengine - INFO - Epoch(train) [186][3400/5005] lr: 1.0716e-03 eta: 1 day, 4:42:29 time: 0.1884 data_time: 0.0072 loss: 1.4230 2023/03/26 09:21:47 - mmengine - INFO - Epoch(train) [186][3500/5005] lr: 1.0716e-03 eta: 1 day, 4:42:11 time: 0.1759 data_time: 0.0073 loss: 1.2347 2023/03/26 09:22:05 - mmengine - INFO - Epoch(train) [186][3600/5005] lr: 1.0716e-03 eta: 1 day, 4:41:52 time: 0.1774 data_time: 0.0070 loss: 1.0887 2023/03/26 09:22:24 - mmengine - INFO - Epoch(train) [186][3700/5005] lr: 1.0716e-03 eta: 1 day, 4:41:34 time: 0.1753 data_time: 0.0072 loss: 1.2367 2023/03/26 09:22:42 - mmengine - INFO - Epoch(train) [186][3800/5005] lr: 1.0716e-03 eta: 1 day, 4:41:16 time: 0.1747 data_time: 0.0071 loss: 1.0990 2023/03/26 09:23:00 - mmengine - INFO - Epoch(train) [186][3900/5005] lr: 1.0716e-03 eta: 1 day, 4:40:58 time: 0.1768 data_time: 0.0071 loss: 1.0942 2023/03/26 09:23:19 - mmengine - INFO - Epoch(train) [186][4000/5005] lr: 1.0716e-03 eta: 1 day, 4:40:39 time: 0.1759 data_time: 0.0072 loss: 1.1891 2023/03/26 09:23:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:23:37 - mmengine - INFO - Epoch(train) [186][4100/5005] lr: 1.0716e-03 eta: 1 day, 4:40:21 time: 0.1757 data_time: 0.0070 loss: 1.2285 2023/03/26 09:23:55 - mmengine - INFO - Epoch(train) [186][4200/5005] lr: 1.0716e-03 eta: 1 day, 4:40:03 time: 0.1760 data_time: 0.0072 loss: 1.2590 2023/03/26 09:24:13 - mmengine - INFO - Epoch(train) [186][4300/5005] lr: 1.0716e-03 eta: 1 day, 4:39:45 time: 0.1753 data_time: 0.0069 loss: 1.4633 2023/03/26 09:24:31 - mmengine - INFO - Epoch(train) [186][4400/5005] lr: 1.0716e-03 eta: 1 day, 4:39:26 time: 0.1764 data_time: 0.0070 loss: 1.1988 2023/03/26 09:24:49 - mmengine - INFO - Epoch(train) [186][4500/5005] lr: 1.0716e-03 eta: 1 day, 4:39:08 time: 0.1770 data_time: 0.0073 loss: 1.4551 2023/03/26 09:25:08 - mmengine - INFO - Epoch(train) [186][4600/5005] lr: 1.0716e-03 eta: 1 day, 4:38:50 time: 0.1757 data_time: 0.0072 loss: 1.2451 2023/03/26 09:25:26 - mmengine - INFO - Epoch(train) [186][4700/5005] lr: 1.0716e-03 eta: 1 day, 4:38:32 time: 0.1746 data_time: 0.0067 loss: 1.3594 2023/03/26 09:25:44 - mmengine - INFO - Epoch(train) [186][4800/5005] lr: 1.0716e-03 eta: 1 day, 4:38:13 time: 0.1753 data_time: 0.0069 loss: 1.2274 2023/03/26 09:26:03 - mmengine - INFO - Epoch(train) [186][4900/5005] lr: 1.0716e-03 eta: 1 day, 4:37:55 time: 0.1762 data_time: 0.0069 loss: 1.1199 2023/03/26 09:26:21 - mmengine - INFO - Epoch(train) [186][5000/5005] lr: 1.0716e-03 eta: 1 day, 4:37:37 time: 0.1734 data_time: 0.0074 loss: 1.2779 2023/03/26 09:26:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:26:22 - mmengine - INFO - Saving checkpoint at 186 epochs 2023/03/26 09:26:31 - mmengine - INFO - Epoch(val) [186][100/196] eta: 0:00:06 time: 0.0626 data_time: 0.0261 2023/03/26 09:26:59 - mmengine - INFO - Epoch(val) [186][196/196] accuracy/top1: 70.8460 accuracy/top5: 89.9000data_time: 0.0653 time: 0.0976 2023/03/26 09:27:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:27:18 - mmengine - INFO - Epoch(train) [187][ 100/5005] lr: 1.0502e-03 eta: 1 day, 4:37:19 time: 0.1760 data_time: 0.0074 loss: 1.3417 2023/03/26 09:27:36 - mmengine - INFO - Epoch(train) [187][ 200/5005] lr: 1.0502e-03 eta: 1 day, 4:37:00 time: 0.1773 data_time: 0.0074 loss: 1.2280 2023/03/26 09:27:54 - mmengine - INFO - Epoch(train) [187][ 300/5005] lr: 1.0502e-03 eta: 1 day, 4:36:42 time: 0.1752 data_time: 0.0070 loss: 1.1769 2023/03/26 09:28:13 - mmengine - INFO - Epoch(train) [187][ 400/5005] lr: 1.0502e-03 eta: 1 day, 4:36:24 time: 0.1985 data_time: 0.0071 loss: 1.2955 2023/03/26 09:28:31 - mmengine - INFO - Epoch(train) [187][ 500/5005] lr: 1.0502e-03 eta: 1 day, 4:36:05 time: 0.1757 data_time: 0.0073 loss: 1.1617 2023/03/26 09:28:49 - mmengine - INFO - Epoch(train) [187][ 600/5005] lr: 1.0502e-03 eta: 1 day, 4:35:47 time: 0.1753 data_time: 0.0069 loss: 1.3256 2023/03/26 09:29:08 - mmengine - INFO - Epoch(train) [187][ 700/5005] lr: 1.0502e-03 eta: 1 day, 4:35:29 time: 0.1755 data_time: 0.0073 loss: 1.2104 2023/03/26 09:29:26 - mmengine - INFO - Epoch(train) [187][ 800/5005] lr: 1.0502e-03 eta: 1 day, 4:35:11 time: 0.1757 data_time: 0.0069 loss: 1.2274 2023/03/26 09:29:44 - mmengine - INFO - Epoch(train) [187][ 900/5005] lr: 1.0502e-03 eta: 1 day, 4:34:52 time: 0.1758 data_time: 0.0072 loss: 1.2882 2023/03/26 09:30:02 - mmengine - INFO - Epoch(train) [187][1000/5005] lr: 1.0502e-03 eta: 1 day, 4:34:34 time: 0.1762 data_time: 0.0072 loss: 1.3199 2023/03/26 09:30:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:30:21 - mmengine - INFO - Epoch(train) [187][1100/5005] lr: 1.0502e-03 eta: 1 day, 4:34:16 time: 0.1759 data_time: 0.0070 loss: 1.3168 2023/03/26 09:30:39 - mmengine - INFO - Epoch(train) [187][1200/5005] lr: 1.0502e-03 eta: 1 day, 4:33:58 time: 0.1918 data_time: 0.0073 loss: 1.2487 2023/03/26 09:30:57 - mmengine - INFO - Epoch(train) [187][1300/5005] lr: 1.0502e-03 eta: 1 day, 4:33:40 time: 0.1753 data_time: 0.0072 loss: 1.3015 2023/03/26 09:31:15 - mmengine - INFO - Epoch(train) [187][1400/5005] lr: 1.0502e-03 eta: 1 day, 4:33:21 time: 0.1764 data_time: 0.0073 loss: 1.1847 2023/03/26 09:31:34 - mmengine - INFO - Epoch(train) [187][1500/5005] lr: 1.0502e-03 eta: 1 day, 4:33:03 time: 0.1758 data_time: 0.0073 loss: 1.1513 2023/03/26 09:31:52 - mmengine - INFO - Epoch(train) [187][1600/5005] lr: 1.0502e-03 eta: 1 day, 4:32:45 time: 0.1888 data_time: 0.0071 loss: 1.0898 2023/03/26 09:32:10 - mmengine - INFO - Epoch(train) [187][1700/5005] lr: 1.0502e-03 eta: 1 day, 4:32:27 time: 0.1768 data_time: 0.0073 loss: 1.2253 2023/03/26 09:32:29 - mmengine - INFO - Epoch(train) [187][1800/5005] lr: 1.0502e-03 eta: 1 day, 4:32:09 time: 0.1762 data_time: 0.0073 loss: 1.3517 2023/03/26 09:32:47 - mmengine - INFO - Epoch(train) [187][1900/5005] lr: 1.0502e-03 eta: 1 day, 4:31:51 time: 0.1763 data_time: 0.0073 loss: 1.3223 2023/03/26 09:33:05 - mmengine - INFO - Epoch(train) [187][2000/5005] lr: 1.0502e-03 eta: 1 day, 4:31:32 time: 0.1758 data_time: 0.0071 loss: 1.2620 2023/03/26 09:33:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:33:23 - mmengine - INFO - Epoch(train) [187][2100/5005] lr: 1.0502e-03 eta: 1 day, 4:31:14 time: 0.1758 data_time: 0.0074 loss: 1.2691 2023/03/26 09:33:42 - mmengine - INFO - Epoch(train) [187][2200/5005] lr: 1.0502e-03 eta: 1 day, 4:30:56 time: 0.1760 data_time: 0.0072 loss: 1.1208 2023/03/26 09:34:00 - mmengine - INFO - Epoch(train) [187][2300/5005] lr: 1.0502e-03 eta: 1 day, 4:30:38 time: 0.1757 data_time: 0.0072 loss: 1.1811 2023/03/26 09:34:19 - mmengine - INFO - Epoch(train) [187][2400/5005] lr: 1.0502e-03 eta: 1 day, 4:30:19 time: 0.1766 data_time: 0.0073 loss: 1.2864 2023/03/26 09:34:37 - mmengine - INFO - Epoch(train) [187][2500/5005] lr: 1.0502e-03 eta: 1 day, 4:30:01 time: 0.1772 data_time: 0.0074 loss: 1.3195 2023/03/26 09:34:55 - mmengine - INFO - Epoch(train) [187][2600/5005] lr: 1.0502e-03 eta: 1 day, 4:29:43 time: 0.1756 data_time: 0.0071 loss: 1.3167 2023/03/26 09:35:13 - mmengine - INFO - Epoch(train) [187][2700/5005] lr: 1.0502e-03 eta: 1 day, 4:29:25 time: 0.1758 data_time: 0.0072 loss: 1.0874 2023/03/26 09:35:32 - mmengine - INFO - Epoch(train) [187][2800/5005] lr: 1.0502e-03 eta: 1 day, 4:29:07 time: 0.1748 data_time: 0.0070 loss: 1.2293 2023/03/26 09:35:50 - mmengine - INFO - Epoch(train) [187][2900/5005] lr: 1.0502e-03 eta: 1 day, 4:28:48 time: 0.1765 data_time: 0.0072 loss: 1.1774 2023/03/26 09:36:08 - mmengine - INFO - Epoch(train) [187][3000/5005] lr: 1.0502e-03 eta: 1 day, 4:28:30 time: 0.1769 data_time: 0.0074 loss: 1.2732 2023/03/26 09:36:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:36:27 - mmengine - INFO - Epoch(train) [187][3100/5005] lr: 1.0502e-03 eta: 1 day, 4:28:12 time: 0.1766 data_time: 0.0073 loss: 1.1732 2023/03/26 09:36:45 - mmengine - INFO - Epoch(train) [187][3200/5005] lr: 1.0502e-03 eta: 1 day, 4:27:54 time: 0.1764 data_time: 0.0072 loss: 1.1646 2023/03/26 09:37:03 - mmengine - INFO - Epoch(train) [187][3300/5005] lr: 1.0502e-03 eta: 1 day, 4:27:36 time: 0.1766 data_time: 0.0071 loss: 1.3981 2023/03/26 09:37:21 - mmengine - INFO - Epoch(train) [187][3400/5005] lr: 1.0502e-03 eta: 1 day, 4:27:17 time: 0.1767 data_time: 0.0071 loss: 1.2200 2023/03/26 09:37:40 - mmengine - INFO - Epoch(train) [187][3500/5005] lr: 1.0502e-03 eta: 1 day, 4:26:59 time: 0.1759 data_time: 0.0072 loss: 1.4038 2023/03/26 09:37:58 - mmengine - INFO - Epoch(train) [187][3600/5005] lr: 1.0502e-03 eta: 1 day, 4:26:41 time: 0.1756 data_time: 0.0070 loss: 1.2052 2023/03/26 09:38:16 - mmengine - INFO - Epoch(train) [187][3700/5005] lr: 1.0502e-03 eta: 1 day, 4:26:23 time: 0.1768 data_time: 0.0074 loss: 1.2313 2023/03/26 09:38:34 - mmengine - INFO - Epoch(train) [187][3800/5005] lr: 1.0502e-03 eta: 1 day, 4:26:04 time: 0.1774 data_time: 0.0076 loss: 1.1764 2023/03/26 09:38:52 - mmengine - INFO - Epoch(train) [187][3900/5005] lr: 1.0502e-03 eta: 1 day, 4:25:46 time: 0.1759 data_time: 0.0071 loss: 1.2874 2023/03/26 09:39:11 - mmengine - INFO - Epoch(train) [187][4000/5005] lr: 1.0502e-03 eta: 1 day, 4:25:28 time: 0.1761 data_time: 0.0071 loss: 1.1118 2023/03/26 09:39:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:39:29 - mmengine - INFO - Epoch(train) [187][4100/5005] lr: 1.0502e-03 eta: 1 day, 4:25:10 time: 0.1763 data_time: 0.0073 loss: 1.3426 2023/03/26 09:39:47 - mmengine - INFO - Epoch(train) [187][4200/5005] lr: 1.0502e-03 eta: 1 day, 4:24:51 time: 0.1762 data_time: 0.0071 loss: 1.2969 2023/03/26 09:40:06 - mmengine - INFO - Epoch(train) [187][4300/5005] lr: 1.0502e-03 eta: 1 day, 4:24:33 time: 0.1762 data_time: 0.0071 loss: 1.1783 2023/03/26 09:40:24 - mmengine - INFO - Epoch(train) [187][4400/5005] lr: 1.0502e-03 eta: 1 day, 4:24:15 time: 0.1758 data_time: 0.0073 loss: 1.1222 2023/03/26 09:40:42 - mmengine - INFO - Epoch(train) [187][4500/5005] lr: 1.0502e-03 eta: 1 day, 4:23:57 time: 0.1769 data_time: 0.0074 loss: 1.3191 2023/03/26 09:41:01 - mmengine - INFO - Epoch(train) [187][4600/5005] lr: 1.0502e-03 eta: 1 day, 4:23:39 time: 0.1785 data_time: 0.0071 loss: 1.2517 2023/03/26 09:41:19 - mmengine - INFO - Epoch(train) [187][4700/5005] lr: 1.0502e-03 eta: 1 day, 4:23:20 time: 0.1772 data_time: 0.0071 loss: 1.1528 2023/03/26 09:41:37 - mmengine - INFO - Epoch(train) [187][4800/5005] lr: 1.0502e-03 eta: 1 day, 4:23:02 time: 0.1762 data_time: 0.0075 loss: 1.2100 2023/03/26 09:41:56 - mmengine - INFO - Epoch(train) [187][4900/5005] lr: 1.0502e-03 eta: 1 day, 4:22:44 time: 0.1761 data_time: 0.0074 loss: 1.2207 2023/03/26 09:42:14 - mmengine - INFO - Epoch(train) [187][5000/5005] lr: 1.0502e-03 eta: 1 day, 4:22:26 time: 0.1727 data_time: 0.0077 loss: 1.2593 2023/03/26 09:42:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:42:15 - mmengine - INFO - Saving checkpoint at 187 epochs 2023/03/26 09:42:23 - mmengine - INFO - Epoch(val) [187][100/196] eta: 0:00:06 time: 0.0620 data_time: 0.0251 2023/03/26 09:42:52 - mmengine - INFO - Epoch(val) [187][196/196] accuracy/top1: 71.0660 accuracy/top5: 89.7940data_time: 0.0658 time: 0.0973 2023/03/26 09:43:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:43:12 - mmengine - INFO - Epoch(train) [188][ 100/5005] lr: 1.0292e-03 eta: 1 day, 4:22:08 time: 0.1940 data_time: 0.0077 loss: 1.2110 2023/03/26 09:43:30 - mmengine - INFO - Epoch(train) [188][ 200/5005] lr: 1.0292e-03 eta: 1 day, 4:21:49 time: 0.1757 data_time: 0.0076 loss: 1.0735 2023/03/26 09:43:48 - mmengine - INFO - Epoch(train) [188][ 300/5005] lr: 1.0292e-03 eta: 1 day, 4:21:31 time: 0.1754 data_time: 0.0075 loss: 1.3180 2023/03/26 09:44:06 - mmengine - INFO - Epoch(train) [188][ 400/5005] lr: 1.0292e-03 eta: 1 day, 4:21:13 time: 0.1752 data_time: 0.0074 loss: 1.1980 2023/03/26 09:44:25 - mmengine - INFO - Epoch(train) [188][ 500/5005] lr: 1.0292e-03 eta: 1 day, 4:20:55 time: 0.1770 data_time: 0.0078 loss: 1.4470 2023/03/26 09:44:43 - mmengine - INFO - Epoch(train) [188][ 600/5005] lr: 1.0292e-03 eta: 1 day, 4:20:36 time: 0.1756 data_time: 0.0077 loss: 1.1281 2023/03/26 09:45:01 - mmengine - INFO - Epoch(train) [188][ 700/5005] lr: 1.0292e-03 eta: 1 day, 4:20:18 time: 0.1757 data_time: 0.0073 loss: 1.1406 2023/03/26 09:45:20 - mmengine - INFO - Epoch(train) [188][ 800/5005] lr: 1.0292e-03 eta: 1 day, 4:20:00 time: 0.2057 data_time: 0.0073 loss: 1.2297 2023/03/26 09:45:38 - mmengine - INFO - Epoch(train) [188][ 900/5005] lr: 1.0292e-03 eta: 1 day, 4:19:42 time: 0.1967 data_time: 0.0076 loss: 1.1894 2023/03/26 09:45:57 - mmengine - INFO - Epoch(train) [188][1000/5005] lr: 1.0292e-03 eta: 1 day, 4:19:24 time: 0.1765 data_time: 0.0074 loss: 1.2430 2023/03/26 09:46:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:46:15 - mmengine - INFO - Epoch(train) [188][1100/5005] lr: 1.0292e-03 eta: 1 day, 4:19:06 time: 0.1768 data_time: 0.0079 loss: 1.1811 2023/03/26 09:46:33 - mmengine - INFO - Epoch(train) [188][1200/5005] lr: 1.0292e-03 eta: 1 day, 4:18:47 time: 0.1765 data_time: 0.0079 loss: 1.2576 2023/03/26 09:46:51 - mmengine - INFO - Epoch(train) [188][1300/5005] lr: 1.0292e-03 eta: 1 day, 4:18:29 time: 0.1775 data_time: 0.0080 loss: 1.3326 2023/03/26 09:47:09 - mmengine - INFO - Epoch(train) [188][1400/5005] lr: 1.0292e-03 eta: 1 day, 4:18:11 time: 0.1781 data_time: 0.0076 loss: 1.2693 2023/03/26 09:47:28 - mmengine - INFO - Epoch(train) [188][1500/5005] lr: 1.0292e-03 eta: 1 day, 4:17:52 time: 0.1759 data_time: 0.0076 loss: 1.2083 2023/03/26 09:47:46 - mmengine - INFO - Epoch(train) [188][1600/5005] lr: 1.0292e-03 eta: 1 day, 4:17:34 time: 0.1768 data_time: 0.0076 loss: 0.8539 2023/03/26 09:48:05 - mmengine - INFO - Epoch(train) [188][1700/5005] lr: 1.0292e-03 eta: 1 day, 4:17:16 time: 0.1768 data_time: 0.0075 loss: 1.1114 2023/03/26 09:48:23 - mmengine - INFO - Epoch(train) [188][1800/5005] lr: 1.0292e-03 eta: 1 day, 4:16:58 time: 0.1763 data_time: 0.0078 loss: 1.1841 2023/03/26 09:48:42 - mmengine - INFO - Epoch(train) [188][1900/5005] lr: 1.0292e-03 eta: 1 day, 4:16:40 time: 0.1767 data_time: 0.0077 loss: 1.3999 2023/03/26 09:49:00 - mmengine - INFO - Epoch(train) [188][2000/5005] lr: 1.0292e-03 eta: 1 day, 4:16:22 time: 0.1768 data_time: 0.0080 loss: 1.2313 2023/03/26 09:49:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:49:18 - mmengine - INFO - Epoch(train) [188][2100/5005] lr: 1.0292e-03 eta: 1 day, 4:16:03 time: 0.1765 data_time: 0.0076 loss: 1.1781 2023/03/26 09:49:36 - mmengine - INFO - Epoch(train) [188][2200/5005] lr: 1.0292e-03 eta: 1 day, 4:15:45 time: 0.1759 data_time: 0.0076 loss: 1.2176 2023/03/26 09:49:55 - mmengine - INFO - Epoch(train) [188][2300/5005] lr: 1.0292e-03 eta: 1 day, 4:15:27 time: 0.1772 data_time: 0.0076 loss: 1.2463 2023/03/26 09:50:13 - mmengine - INFO - Epoch(train) [188][2400/5005] lr: 1.0292e-03 eta: 1 day, 4:15:09 time: 0.1782 data_time: 0.0079 loss: 1.2023 2023/03/26 09:50:32 - mmengine - INFO - Epoch(train) [188][2500/5005] lr: 1.0292e-03 eta: 1 day, 4:14:51 time: 0.2003 data_time: 0.0075 loss: 1.3230 2023/03/26 09:50:50 - mmengine - INFO - Epoch(train) [188][2600/5005] lr: 1.0292e-03 eta: 1 day, 4:14:33 time: 0.1769 data_time: 0.0077 loss: 1.2711 2023/03/26 09:51:08 - mmengine - INFO - Epoch(train) [188][2700/5005] lr: 1.0292e-03 eta: 1 day, 4:14:15 time: 0.1768 data_time: 0.0075 loss: 1.2327 2023/03/26 09:51:27 - mmengine - INFO - Epoch(train) [188][2800/5005] lr: 1.0292e-03 eta: 1 day, 4:13:56 time: 0.1762 data_time: 0.0075 loss: 1.2359 2023/03/26 09:51:45 - mmengine - INFO - Epoch(train) [188][2900/5005] lr: 1.0292e-03 eta: 1 day, 4:13:38 time: 0.1756 data_time: 0.0076 loss: 1.1599 2023/03/26 09:52:03 - mmengine - INFO - Epoch(train) [188][3000/5005] lr: 1.0292e-03 eta: 1 day, 4:13:20 time: 0.1771 data_time: 0.0076 loss: 1.1325 2023/03/26 09:52:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:52:21 - mmengine - INFO - Epoch(train) [188][3100/5005] lr: 1.0292e-03 eta: 1 day, 4:13:02 time: 0.1768 data_time: 0.0080 loss: 1.2479 2023/03/26 09:52:40 - mmengine - INFO - Epoch(train) [188][3200/5005] lr: 1.0292e-03 eta: 1 day, 4:12:44 time: 0.1750 data_time: 0.0075 loss: 1.2691 2023/03/26 09:52:58 - mmengine - INFO - Epoch(train) [188][3300/5005] lr: 1.0292e-03 eta: 1 day, 4:12:25 time: 0.1762 data_time: 0.0076 loss: 1.3017 2023/03/26 09:53:17 - mmengine - INFO - Epoch(train) [188][3400/5005] lr: 1.0292e-03 eta: 1 day, 4:12:07 time: 0.1756 data_time: 0.0076 loss: 1.2501 2023/03/26 09:53:35 - mmengine - INFO - Epoch(train) [188][3500/5005] lr: 1.0292e-03 eta: 1 day, 4:11:49 time: 0.1765 data_time: 0.0076 loss: 1.2347 2023/03/26 09:53:53 - mmengine - INFO - Epoch(train) [188][3600/5005] lr: 1.0292e-03 eta: 1 day, 4:11:31 time: 0.1764 data_time: 0.0079 loss: 1.3083 2023/03/26 09:54:12 - mmengine - INFO - Epoch(train) [188][3700/5005] lr: 1.0292e-03 eta: 1 day, 4:11:13 time: 0.1766 data_time: 0.0079 loss: 1.1464 2023/03/26 09:54:30 - mmengine - INFO - Epoch(train) [188][3800/5005] lr: 1.0292e-03 eta: 1 day, 4:10:54 time: 0.1779 data_time: 0.0073 loss: 1.1350 2023/03/26 09:54:48 - mmengine - INFO - Epoch(train) [188][3900/5005] lr: 1.0292e-03 eta: 1 day, 4:10:36 time: 0.1781 data_time: 0.0074 loss: 1.1537 2023/03/26 09:55:06 - mmengine - INFO - Epoch(train) [188][4000/5005] lr: 1.0292e-03 eta: 1 day, 4:10:18 time: 0.1770 data_time: 0.0078 loss: 1.2502 2023/03/26 09:55:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:55:25 - mmengine - INFO - Epoch(train) [188][4100/5005] lr: 1.0292e-03 eta: 1 day, 4:10:00 time: 0.1779 data_time: 0.0078 loss: 1.2773 2023/03/26 09:55:43 - mmengine - INFO - Epoch(train) [188][4200/5005] lr: 1.0292e-03 eta: 1 day, 4:09:42 time: 0.1767 data_time: 0.0077 loss: 1.3518 2023/03/26 09:56:02 - mmengine - INFO - Epoch(train) [188][4300/5005] lr: 1.0292e-03 eta: 1 day, 4:09:24 time: 0.1765 data_time: 0.0075 loss: 1.2484 2023/03/26 09:56:20 - mmengine - INFO - Epoch(train) [188][4400/5005] lr: 1.0292e-03 eta: 1 day, 4:09:05 time: 0.2011 data_time: 0.0078 loss: 1.1600 2023/03/26 09:56:38 - mmengine - INFO - Epoch(train) [188][4500/5005] lr: 1.0292e-03 eta: 1 day, 4:08:47 time: 0.1749 data_time: 0.0075 loss: 1.1511 2023/03/26 09:56:57 - mmengine - INFO - Epoch(train) [188][4600/5005] lr: 1.0292e-03 eta: 1 day, 4:08:29 time: 0.1749 data_time: 0.0073 loss: 1.3246 2023/03/26 09:57:15 - mmengine - INFO - Epoch(train) [188][4700/5005] lr: 1.0292e-03 eta: 1 day, 4:08:11 time: 0.1760 data_time: 0.0078 loss: 1.4569 2023/03/26 09:57:33 - mmengine - INFO - Epoch(train) [188][4800/5005] lr: 1.0292e-03 eta: 1 day, 4:07:52 time: 0.1777 data_time: 0.0078 loss: 1.2524 2023/03/26 09:57:52 - mmengine - INFO - Epoch(train) [188][4900/5005] lr: 1.0292e-03 eta: 1 day, 4:07:34 time: 0.1764 data_time: 0.0080 loss: 1.2066 2023/03/26 09:58:10 - mmengine - INFO - Epoch(train) [188][5000/5005] lr: 1.0292e-03 eta: 1 day, 4:07:16 time: 0.1740 data_time: 0.0077 loss: 1.1491 2023/03/26 09:58:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:58:11 - mmengine - INFO - Saving checkpoint at 188 epochs 2023/03/26 09:58:19 - mmengine - INFO - Epoch(val) [188][100/196] eta: 0:00:07 time: 0.0618 data_time: 0.0244 2023/03/26 09:58:48 - mmengine - INFO - Epoch(val) [188][196/196] accuracy/top1: 71.0580 accuracy/top5: 89.7880data_time: 0.0669 time: 0.0980 2023/03/26 09:59:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 09:59:07 - mmengine - INFO - Epoch(train) [189][ 100/5005] lr: 1.0086e-03 eta: 1 day, 4:06:58 time: 0.1751 data_time: 0.0075 loss: 1.2578 2023/03/26 09:59:25 - mmengine - INFO - Epoch(train) [189][ 200/5005] lr: 1.0086e-03 eta: 1 day, 4:06:39 time: 0.1892 data_time: 0.0072 loss: 1.1910 2023/03/26 09:59:43 - mmengine - INFO - Epoch(train) [189][ 300/5005] lr: 1.0086e-03 eta: 1 day, 4:06:21 time: 0.1741 data_time: 0.0074 loss: 1.2544 2023/03/26 10:00:02 - mmengine - INFO - Epoch(train) [189][ 400/5005] lr: 1.0086e-03 eta: 1 day, 4:06:03 time: 0.1747 data_time: 0.0073 loss: 1.2415 2023/03/26 10:00:19 - mmengine - INFO - Epoch(train) [189][ 500/5005] lr: 1.0086e-03 eta: 1 day, 4:05:44 time: 0.1741 data_time: 0.0073 loss: 1.4487 2023/03/26 10:00:37 - mmengine - INFO - Epoch(train) [189][ 600/5005] lr: 1.0086e-03 eta: 1 day, 4:05:26 time: 0.1752 data_time: 0.0071 loss: 1.3424 2023/03/26 10:00:55 - mmengine - INFO - Epoch(train) [189][ 700/5005] lr: 1.0086e-03 eta: 1 day, 4:05:07 time: 0.1721 data_time: 0.0077 loss: 1.1718 2023/03/26 10:01:14 - mmengine - INFO - Epoch(train) [189][ 800/5005] lr: 1.0086e-03 eta: 1 day, 4:04:49 time: 0.1737 data_time: 0.0070 loss: 1.3236 2023/03/26 10:01:32 - mmengine - INFO - Epoch(train) [189][ 900/5005] lr: 1.0086e-03 eta: 1 day, 4:04:31 time: 0.1948 data_time: 0.0071 loss: 1.1046 2023/03/26 10:01:51 - mmengine - INFO - Epoch(train) [189][1000/5005] lr: 1.0086e-03 eta: 1 day, 4:04:13 time: 0.1746 data_time: 0.0070 loss: 1.1934 2023/03/26 10:02:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:02:09 - mmengine - INFO - Epoch(train) [189][1100/5005] lr: 1.0086e-03 eta: 1 day, 4:03:55 time: 0.1763 data_time: 0.0073 loss: 1.1812 2023/03/26 10:02:27 - mmengine - INFO - Epoch(train) [189][1200/5005] lr: 1.0086e-03 eta: 1 day, 4:03:36 time: 0.1762 data_time: 0.0075 loss: 1.1710 2023/03/26 10:02:45 - mmengine - INFO - Epoch(train) [189][1300/5005] lr: 1.0086e-03 eta: 1 day, 4:03:18 time: 0.1735 data_time: 0.0073 loss: 1.2637 2023/03/26 10:03:03 - mmengine - INFO - Epoch(train) [189][1400/5005] lr: 1.0086e-03 eta: 1 day, 4:03:00 time: 0.1748 data_time: 0.0074 loss: 1.1840 2023/03/26 10:03:21 - mmengine - INFO - Epoch(train) [189][1500/5005] lr: 1.0086e-03 eta: 1 day, 4:02:42 time: 0.1751 data_time: 0.0071 loss: 1.2229 2023/03/26 10:03:40 - mmengine - INFO - Epoch(train) [189][1600/5005] lr: 1.0086e-03 eta: 1 day, 4:02:23 time: 0.1763 data_time: 0.0072 loss: 1.1716 2023/03/26 10:03:58 - mmengine - INFO - Epoch(train) [189][1700/5005] lr: 1.0086e-03 eta: 1 day, 4:02:05 time: 0.1783 data_time: 0.0075 loss: 1.4289 2023/03/26 10:04:16 - mmengine - INFO - Epoch(train) [189][1800/5005] lr: 1.0086e-03 eta: 1 day, 4:01:47 time: 0.1961 data_time: 0.0071 loss: 1.2343 2023/03/26 10:04:34 - mmengine - INFO - Epoch(train) [189][1900/5005] lr: 1.0086e-03 eta: 1 day, 4:01:29 time: 0.1741 data_time: 0.0071 loss: 1.2183 2023/03/26 10:04:52 - mmengine - INFO - Epoch(train) [189][2000/5005] lr: 1.0086e-03 eta: 1 day, 4:01:10 time: 0.1751 data_time: 0.0071 loss: 1.1694 2023/03/26 10:05:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:05:10 - mmengine - INFO - Epoch(train) [189][2100/5005] lr: 1.0086e-03 eta: 1 day, 4:00:52 time: 0.1754 data_time: 0.0073 loss: 1.1756 2023/03/26 10:05:29 - mmengine - INFO - Epoch(train) [189][2200/5005] lr: 1.0086e-03 eta: 1 day, 4:00:34 time: 0.1756 data_time: 0.0073 loss: 1.2777 2023/03/26 10:05:47 - mmengine - INFO - Epoch(train) [189][2300/5005] lr: 1.0086e-03 eta: 1 day, 4:00:15 time: 0.1752 data_time: 0.0072 loss: 1.2690 2023/03/26 10:06:05 - mmengine - INFO - Epoch(train) [189][2400/5005] lr: 1.0086e-03 eta: 1 day, 3:59:57 time: 0.1744 data_time: 0.0071 loss: 1.2206 2023/03/26 10:06:23 - mmengine - INFO - Epoch(train) [189][2500/5005] lr: 1.0086e-03 eta: 1 day, 3:59:39 time: 0.1749 data_time: 0.0074 loss: 1.1717 2023/03/26 10:06:41 - mmengine - INFO - Epoch(train) [189][2600/5005] lr: 1.0086e-03 eta: 1 day, 3:59:21 time: 0.1750 data_time: 0.0073 loss: 1.3982 2023/03/26 10:07:00 - mmengine - INFO - Epoch(train) [189][2700/5005] lr: 1.0086e-03 eta: 1 day, 3:59:02 time: 0.1752 data_time: 0.0072 loss: 1.3035 2023/03/26 10:07:18 - mmengine - INFO - Epoch(train) [189][2800/5005] lr: 1.0086e-03 eta: 1 day, 3:58:44 time: 0.1760 data_time: 0.0069 loss: 1.0932 2023/03/26 10:07:36 - mmengine - INFO - Epoch(train) [189][2900/5005] lr: 1.0086e-03 eta: 1 day, 3:58:26 time: 0.1749 data_time: 0.0073 loss: 1.1198 2023/03/26 10:07:54 - mmengine - INFO - Epoch(train) [189][3000/5005] lr: 1.0086e-03 eta: 1 day, 3:58:07 time: 0.1767 data_time: 0.0070 loss: 1.3540 2023/03/26 10:08:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:08:12 - mmengine - INFO - Epoch(train) [189][3100/5005] lr: 1.0086e-03 eta: 1 day, 3:57:49 time: 0.1749 data_time: 0.0072 loss: 1.1847 2023/03/26 10:08:31 - mmengine - INFO - Epoch(train) [189][3200/5005] lr: 1.0086e-03 eta: 1 day, 3:57:31 time: 0.1931 data_time: 0.0070 loss: 1.2685 2023/03/26 10:08:49 - mmengine - INFO - Epoch(train) [189][3300/5005] lr: 1.0086e-03 eta: 1 day, 3:57:13 time: 0.1744 data_time: 0.0071 loss: 1.3802 2023/03/26 10:09:07 - mmengine - INFO - Epoch(train) [189][3400/5005] lr: 1.0086e-03 eta: 1 day, 3:56:54 time: 0.1750 data_time: 0.0070 loss: 1.2047 2023/03/26 10:09:25 - mmengine - INFO - Epoch(train) [189][3500/5005] lr: 1.0086e-03 eta: 1 day, 3:56:36 time: 0.1748 data_time: 0.0072 loss: 1.1186 2023/03/26 10:09:43 - mmengine - INFO - Epoch(train) [189][3600/5005] lr: 1.0086e-03 eta: 1 day, 3:56:18 time: 0.1747 data_time: 0.0070 loss: 1.4443 2023/03/26 10:10:01 - mmengine - INFO - Epoch(train) [189][3700/5005] lr: 1.0086e-03 eta: 1 day, 3:56:00 time: 0.1748 data_time: 0.0072 loss: 1.0793 2023/03/26 10:10:19 - mmengine - INFO - Epoch(train) [189][3800/5005] lr: 1.0086e-03 eta: 1 day, 3:55:41 time: 0.1777 data_time: 0.0073 loss: 1.2636 2023/03/26 10:10:37 - mmengine - INFO - Epoch(train) [189][3900/5005] lr: 1.0086e-03 eta: 1 day, 3:55:23 time: 0.1747 data_time: 0.0072 loss: 1.2686 2023/03/26 10:10:56 - mmengine - INFO - Epoch(train) [189][4000/5005] lr: 1.0086e-03 eta: 1 day, 3:55:05 time: 0.1756 data_time: 0.0074 loss: 1.2289 2023/03/26 10:11:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:11:14 - mmengine - INFO - Epoch(train) [189][4100/5005] lr: 1.0086e-03 eta: 1 day, 3:54:47 time: 0.1746 data_time: 0.0071 loss: 1.2575 2023/03/26 10:11:32 - mmengine - INFO - Epoch(train) [189][4200/5005] lr: 1.0086e-03 eta: 1 day, 3:54:28 time: 0.1740 data_time: 0.0071 loss: 1.1555 2023/03/26 10:11:51 - mmengine - INFO - Epoch(train) [189][4300/5005] lr: 1.0086e-03 eta: 1 day, 3:54:10 time: 0.1743 data_time: 0.0069 loss: 1.1767 2023/03/26 10:12:09 - mmengine - INFO - Epoch(train) [189][4400/5005] lr: 1.0086e-03 eta: 1 day, 3:53:52 time: 0.1764 data_time: 0.0073 loss: 1.2457 2023/03/26 10:12:27 - mmengine - INFO - Epoch(train) [189][4500/5005] lr: 1.0086e-03 eta: 1 day, 3:53:34 time: 0.1757 data_time: 0.0076 loss: 1.3088 2023/03/26 10:12:45 - mmengine - INFO - Epoch(train) [189][4600/5005] lr: 1.0086e-03 eta: 1 day, 3:53:15 time: 0.1757 data_time: 0.0073 loss: 1.3330 2023/03/26 10:13:03 - mmengine - INFO - Epoch(train) [189][4700/5005] lr: 1.0086e-03 eta: 1 day, 3:52:57 time: 0.1739 data_time: 0.0070 loss: 1.3393 2023/03/26 10:13:21 - mmengine - INFO - Epoch(train) [189][4800/5005] lr: 1.0086e-03 eta: 1 day, 3:52:39 time: 0.1748 data_time: 0.0073 loss: 1.0136 2023/03/26 10:13:40 - mmengine - INFO - Epoch(train) [189][4900/5005] lr: 1.0086e-03 eta: 1 day, 3:52:20 time: 0.2117 data_time: 0.0073 loss: 1.1785 2023/03/26 10:13:58 - mmengine - INFO - Epoch(train) [189][5000/5005] lr: 1.0086e-03 eta: 1 day, 3:52:02 time: 0.1733 data_time: 0.0075 loss: 1.3525 2023/03/26 10:13:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:13:59 - mmengine - INFO - Saving checkpoint at 189 epochs 2023/03/26 10:14:08 - mmengine - INFO - Epoch(val) [189][100/196] eta: 0:00:06 time: 0.0621 data_time: 0.0259 2023/03/26 10:14:36 - mmengine - INFO - Epoch(val) [189][196/196] accuracy/top1: 71.1400 accuracy/top5: 89.9340data_time: 0.0660 time: 0.0977 2023/03/26 10:14:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:14:56 - mmengine - INFO - Epoch(train) [190][ 100/5005] lr: 9.8842e-04 eta: 1 day, 3:51:44 time: 0.1758 data_time: 0.0073 loss: 1.2202 2023/03/26 10:15:14 - mmengine - INFO - Epoch(train) [190][ 200/5005] lr: 9.8842e-04 eta: 1 day, 3:51:25 time: 0.1748 data_time: 0.0073 loss: 1.2300 2023/03/26 10:15:32 - mmengine - INFO - Epoch(train) [190][ 300/5005] lr: 9.8842e-04 eta: 1 day, 3:51:07 time: 0.1751 data_time: 0.0075 loss: 1.2415 2023/03/26 10:15:50 - mmengine - INFO - Epoch(train) [190][ 400/5005] lr: 9.8842e-04 eta: 1 day, 3:50:49 time: 0.1751 data_time: 0.0076 loss: 1.2354 2023/03/26 10:16:08 - mmengine - INFO - Epoch(train) [190][ 500/5005] lr: 9.8842e-04 eta: 1 day, 3:50:31 time: 0.1761 data_time: 0.0076 loss: 1.4870 2023/03/26 10:16:27 - mmengine - INFO - Epoch(train) [190][ 600/5005] lr: 9.8842e-04 eta: 1 day, 3:50:12 time: 0.1769 data_time: 0.0075 loss: 1.1601 2023/03/26 10:16:45 - mmengine - INFO - Epoch(train) [190][ 700/5005] lr: 9.8842e-04 eta: 1 day, 3:49:54 time: 0.1950 data_time: 0.0072 loss: 1.1145 2023/03/26 10:17:03 - mmengine - INFO - Epoch(train) [190][ 800/5005] lr: 9.8842e-04 eta: 1 day, 3:49:36 time: 0.1768 data_time: 0.0077 loss: 1.1170 2023/03/26 10:17:21 - mmengine - INFO - Epoch(train) [190][ 900/5005] lr: 9.8842e-04 eta: 1 day, 3:49:18 time: 0.1756 data_time: 0.0075 loss: 1.0753 2023/03/26 10:17:40 - mmengine - INFO - Epoch(train) [190][1000/5005] lr: 9.8842e-04 eta: 1 day, 3:49:00 time: 0.1758 data_time: 0.0075 loss: 1.2025 2023/03/26 10:17:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:17:58 - mmengine - INFO - Epoch(train) [190][1100/5005] lr: 9.8842e-04 eta: 1 day, 3:48:41 time: 0.1755 data_time: 0.0074 loss: 1.3063 2023/03/26 10:18:16 - mmengine - INFO - Epoch(train) [190][1200/5005] lr: 9.8842e-04 eta: 1 day, 3:48:23 time: 0.1766 data_time: 0.0075 loss: 1.3381 2023/03/26 10:18:34 - mmengine - INFO - Epoch(train) [190][1300/5005] lr: 9.8842e-04 eta: 1 day, 3:48:05 time: 0.1764 data_time: 0.0075 loss: 1.2967 2023/03/26 10:18:53 - mmengine - INFO - Epoch(train) [190][1400/5005] lr: 9.8842e-04 eta: 1 day, 3:47:47 time: 0.1761 data_time: 0.0077 loss: 1.2212 2023/03/26 10:19:11 - mmengine - INFO - Epoch(train) [190][1500/5005] lr: 9.8842e-04 eta: 1 day, 3:47:29 time: 0.1757 data_time: 0.0076 loss: 1.2024 2023/03/26 10:19:29 - mmengine - INFO - Epoch(train) [190][1600/5005] lr: 9.8842e-04 eta: 1 day, 3:47:10 time: 0.1751 data_time: 0.0076 loss: 1.2041 2023/03/26 10:19:48 - mmengine - INFO - Epoch(train) [190][1700/5005] lr: 9.8842e-04 eta: 1 day, 3:46:52 time: 0.1771 data_time: 0.0077 loss: 1.2292 2023/03/26 10:20:06 - mmengine - INFO - Epoch(train) [190][1800/5005] lr: 9.8842e-04 eta: 1 day, 3:46:34 time: 0.1730 data_time: 0.0076 loss: 1.3111 2023/03/26 10:20:24 - mmengine - INFO - Epoch(train) [190][1900/5005] lr: 9.8842e-04 eta: 1 day, 3:46:16 time: 0.1772 data_time: 0.0074 loss: 1.2076 2023/03/26 10:20:42 - mmengine - INFO - Epoch(train) [190][2000/5005] lr: 9.8842e-04 eta: 1 day, 3:45:57 time: 0.1746 data_time: 0.0074 loss: 1.1735 2023/03/26 10:20:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:21:01 - mmengine - INFO - Epoch(train) [190][2100/5005] lr: 9.8842e-04 eta: 1 day, 3:45:39 time: 0.1762 data_time: 0.0073 loss: 1.3240 2023/03/26 10:21:19 - mmengine - INFO - Epoch(train) [190][2200/5005] lr: 9.8842e-04 eta: 1 day, 3:45:21 time: 0.1755 data_time: 0.0074 loss: 1.1856 2023/03/26 10:21:38 - mmengine - INFO - Epoch(train) [190][2300/5005] lr: 9.8842e-04 eta: 1 day, 3:45:03 time: 0.1761 data_time: 0.0077 loss: 1.1155 2023/03/26 10:21:56 - mmengine - INFO - Epoch(train) [190][2400/5005] lr: 9.8842e-04 eta: 1 day, 3:44:45 time: 0.1754 data_time: 0.0075 loss: 1.3710 2023/03/26 10:22:14 - mmengine - INFO - Epoch(train) [190][2500/5005] lr: 9.8842e-04 eta: 1 day, 3:44:27 time: 0.1988 data_time: 0.0073 loss: 1.1274 2023/03/26 10:22:32 - mmengine - INFO - Epoch(train) [190][2600/5005] lr: 9.8842e-04 eta: 1 day, 3:44:08 time: 0.1762 data_time: 0.0077 loss: 1.3995 2023/03/26 10:22:51 - mmengine - INFO - Epoch(train) [190][2700/5005] lr: 9.8842e-04 eta: 1 day, 3:43:50 time: 0.1757 data_time: 0.0075 loss: 1.2880 2023/03/26 10:23:09 - mmengine - INFO - Epoch(train) [190][2800/5005] lr: 9.8842e-04 eta: 1 day, 3:43:32 time: 0.1755 data_time: 0.0074 loss: 1.2993 2023/03/26 10:23:27 - mmengine - INFO - Epoch(train) [190][2900/5005] lr: 9.8842e-04 eta: 1 day, 3:43:14 time: 0.1905 data_time: 0.0075 loss: 1.2583 2023/03/26 10:23:45 - mmengine - INFO - Epoch(train) [190][3000/5005] lr: 9.8842e-04 eta: 1 day, 3:42:55 time: 0.1964 data_time: 0.0073 loss: 1.0924 2023/03/26 10:23:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:24:04 - mmengine - INFO - Epoch(train) [190][3100/5005] lr: 9.8842e-04 eta: 1 day, 3:42:37 time: 0.1763 data_time: 0.0073 loss: 1.1238 2023/03/26 10:24:22 - mmengine - INFO - Epoch(train) [190][3200/5005] lr: 9.8842e-04 eta: 1 day, 3:42:19 time: 0.1766 data_time: 0.0076 loss: 1.2759 2023/03/26 10:24:40 - mmengine - INFO - Epoch(train) [190][3300/5005] lr: 9.8842e-04 eta: 1 day, 3:42:01 time: 0.1762 data_time: 0.0072 loss: 1.0717 2023/03/26 10:24:58 - mmengine - INFO - Epoch(train) [190][3400/5005] lr: 9.8842e-04 eta: 1 day, 3:41:43 time: 0.1748 data_time: 0.0075 loss: 1.2924 2023/03/26 10:25:17 - mmengine - INFO - Epoch(train) [190][3500/5005] lr: 9.8842e-04 eta: 1 day, 3:41:24 time: 0.1957 data_time: 0.0074 loss: 1.2506 2023/03/26 10:25:35 - mmengine - INFO - Epoch(train) [190][3600/5005] lr: 9.8842e-04 eta: 1 day, 3:41:06 time: 0.1754 data_time: 0.0075 loss: 1.1695 2023/03/26 10:25:53 - mmengine - INFO - Epoch(train) [190][3700/5005] lr: 9.8842e-04 eta: 1 day, 3:40:48 time: 0.1760 data_time: 0.0074 loss: 1.4408 2023/03/26 10:26:12 - mmengine - INFO - Epoch(train) [190][3800/5005] lr: 9.8842e-04 eta: 1 day, 3:40:30 time: 0.1760 data_time: 0.0076 loss: 1.0591 2023/03/26 10:26:30 - mmengine - INFO - Epoch(train) [190][3900/5005] lr: 9.8842e-04 eta: 1 day, 3:40:11 time: 0.1752 data_time: 0.0075 loss: 1.2916 2023/03/26 10:26:48 - mmengine - INFO - Epoch(train) [190][4000/5005] lr: 9.8842e-04 eta: 1 day, 3:39:53 time: 0.1768 data_time: 0.0073 loss: 1.3320 2023/03/26 10:26:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:27:06 - mmengine - INFO - Epoch(train) [190][4100/5005] lr: 9.8842e-04 eta: 1 day, 3:39:35 time: 0.1753 data_time: 0.0078 loss: 1.2744 2023/03/26 10:27:25 - mmengine - INFO - Epoch(train) [190][4200/5005] lr: 9.8842e-04 eta: 1 day, 3:39:17 time: 0.1761 data_time: 0.0077 loss: 1.1506 2023/03/26 10:27:43 - mmengine - INFO - Epoch(train) [190][4300/5005] lr: 9.8842e-04 eta: 1 day, 3:38:58 time: 0.1762 data_time: 0.0075 loss: 1.2263 2023/03/26 10:28:02 - mmengine - INFO - Epoch(train) [190][4400/5005] lr: 9.8842e-04 eta: 1 day, 3:38:40 time: 0.1980 data_time: 0.0075 loss: 1.1654 2023/03/26 10:28:20 - mmengine - INFO - Epoch(train) [190][4500/5005] lr: 9.8842e-04 eta: 1 day, 3:38:22 time: 0.1760 data_time: 0.0074 loss: 1.2048 2023/03/26 10:28:38 - mmengine - INFO - Epoch(train) [190][4600/5005] lr: 9.8842e-04 eta: 1 day, 3:38:04 time: 0.1752 data_time: 0.0073 loss: 1.1386 2023/03/26 10:28:56 - mmengine - INFO - Epoch(train) [190][4700/5005] lr: 9.8842e-04 eta: 1 day, 3:37:46 time: 0.1774 data_time: 0.0077 loss: 1.2478 2023/03/26 10:29:15 - mmengine - INFO - Epoch(train) [190][4800/5005] lr: 9.8842e-04 eta: 1 day, 3:37:28 time: 0.1770 data_time: 0.0076 loss: 1.3709 2023/03/26 10:29:33 - mmengine - INFO - Epoch(train) [190][4900/5005] lr: 9.8842e-04 eta: 1 day, 3:37:09 time: 0.1760 data_time: 0.0077 loss: 1.1192 2023/03/26 10:29:51 - mmengine - INFO - Epoch(train) [190][5000/5005] lr: 9.8842e-04 eta: 1 day, 3:36:51 time: 0.1755 data_time: 0.0079 loss: 1.2025 2023/03/26 10:29:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:29:53 - mmengine - INFO - Saving checkpoint at 190 epochs 2023/03/26 10:30:01 - mmengine - INFO - Epoch(val) [190][100/196] eta: 0:00:07 time: 0.0627 data_time: 0.0261 2023/03/26 10:30:30 - mmengine - INFO - Epoch(val) [190][196/196] accuracy/top1: 71.2300 accuracy/top5: 89.9260data_time: 0.0690 time: 0.1015 2023/03/26 10:30:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:30:50 - mmengine - INFO - Epoch(train) [191][ 100/5005] lr: 9.6865e-04 eta: 1 day, 3:36:33 time: 0.1777 data_time: 0.0076 loss: 1.0923 2023/03/26 10:31:08 - mmengine - INFO - Epoch(train) [191][ 200/5005] lr: 9.6865e-04 eta: 1 day, 3:36:15 time: 0.1752 data_time: 0.0073 loss: 1.1666 2023/03/26 10:31:26 - mmengine - INFO - Epoch(train) [191][ 300/5005] lr: 9.6865e-04 eta: 1 day, 3:35:56 time: 0.1753 data_time: 0.0074 loss: 1.3414 2023/03/26 10:31:44 - mmengine - INFO - Epoch(train) [191][ 400/5005] lr: 9.6865e-04 eta: 1 day, 3:35:38 time: 0.1771 data_time: 0.0075 loss: 1.2922 2023/03/26 10:32:03 - mmengine - INFO - Epoch(train) [191][ 500/5005] lr: 9.6865e-04 eta: 1 day, 3:35:20 time: 0.1757 data_time: 0.0074 loss: 1.3052 2023/03/26 10:32:21 - mmengine - INFO - Epoch(train) [191][ 600/5005] lr: 9.6865e-04 eta: 1 day, 3:35:02 time: 0.1764 data_time: 0.0075 loss: 1.4312 2023/03/26 10:32:39 - mmengine - INFO - Epoch(train) [191][ 700/5005] lr: 9.6865e-04 eta: 1 day, 3:34:43 time: 0.1755 data_time: 0.0075 loss: 1.4064 2023/03/26 10:32:57 - mmengine - INFO - Epoch(train) [191][ 800/5005] lr: 9.6865e-04 eta: 1 day, 3:34:25 time: 0.1749 data_time: 0.0074 loss: 1.1998 2023/03/26 10:33:15 - mmengine - INFO - Epoch(train) [191][ 900/5005] lr: 9.6865e-04 eta: 1 day, 3:34:07 time: 0.1751 data_time: 0.0076 loss: 1.5046 2023/03/26 10:33:33 - mmengine - INFO - Epoch(train) [191][1000/5005] lr: 9.6865e-04 eta: 1 day, 3:33:48 time: 0.1748 data_time: 0.0073 loss: 1.2329 2023/03/26 10:33:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:33:52 - mmengine - INFO - Epoch(train) [191][1100/5005] lr: 9.6865e-04 eta: 1 day, 3:33:30 time: 0.1764 data_time: 0.0076 loss: 1.4118 2023/03/26 10:34:10 - mmengine - INFO - Epoch(train) [191][1200/5005] lr: 9.6865e-04 eta: 1 day, 3:33:12 time: 0.1767 data_time: 0.0079 loss: 1.2054 2023/03/26 10:34:29 - mmengine - INFO - Epoch(train) [191][1300/5005] lr: 9.6865e-04 eta: 1 day, 3:32:54 time: 0.1756 data_time: 0.0075 loss: 1.1240 2023/03/26 10:34:47 - mmengine - INFO - Epoch(train) [191][1400/5005] lr: 9.6865e-04 eta: 1 day, 3:32:36 time: 0.1758 data_time: 0.0073 loss: 1.2328 2023/03/26 10:35:05 - mmengine - INFO - Epoch(train) [191][1500/5005] lr: 9.6865e-04 eta: 1 day, 3:32:18 time: 0.1769 data_time: 0.0079 loss: 1.2115 2023/03/26 10:35:23 - mmengine - INFO - Epoch(train) [191][1600/5005] lr: 9.6865e-04 eta: 1 day, 3:31:59 time: 0.1772 data_time: 0.0076 loss: 1.1712 2023/03/26 10:35:41 - mmengine - INFO - Epoch(train) [191][1700/5005] lr: 9.6865e-04 eta: 1 day, 3:31:41 time: 0.1753 data_time: 0.0075 loss: 1.2936 2023/03/26 10:36:00 - mmengine - INFO - Epoch(train) [191][1800/5005] lr: 9.6865e-04 eta: 1 day, 3:31:23 time: 0.1763 data_time: 0.0073 loss: 1.1774 2023/03/26 10:36:18 - mmengine - INFO - Epoch(train) [191][1900/5005] lr: 9.6865e-04 eta: 1 day, 3:31:05 time: 0.1755 data_time: 0.0075 loss: 1.4040 2023/03/26 10:36:37 - mmengine - INFO - Epoch(train) [191][2000/5005] lr: 9.6865e-04 eta: 1 day, 3:30:47 time: 0.1755 data_time: 0.0073 loss: 1.1681 2023/03/26 10:36:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:36:55 - mmengine - INFO - Epoch(train) [191][2100/5005] lr: 9.6865e-04 eta: 1 day, 3:30:29 time: 0.1758 data_time: 0.0075 loss: 1.3019 2023/03/26 10:37:13 - mmengine - INFO - Epoch(train) [191][2200/5005] lr: 9.6865e-04 eta: 1 day, 3:30:10 time: 0.1765 data_time: 0.0075 loss: 1.2828 2023/03/26 10:37:31 - mmengine - INFO - Epoch(train) [191][2300/5005] lr: 9.6865e-04 eta: 1 day, 3:29:52 time: 0.1766 data_time: 0.0077 loss: 1.2628 2023/03/26 10:37:50 - mmengine - INFO - Epoch(train) [191][2400/5005] lr: 9.6865e-04 eta: 1 day, 3:29:34 time: 0.1762 data_time: 0.0077 loss: 1.2174 2023/03/26 10:38:08 - mmengine - INFO - Epoch(train) [191][2500/5005] lr: 9.6865e-04 eta: 1 day, 3:29:16 time: 0.1767 data_time: 0.0075 loss: 1.1689 2023/03/26 10:38:26 - mmengine - INFO - Epoch(train) [191][2600/5005] lr: 9.6865e-04 eta: 1 day, 3:28:57 time: 0.1765 data_time: 0.0075 loss: 1.1856 2023/03/26 10:38:44 - mmengine - INFO - Epoch(train) [191][2700/5005] lr: 9.6865e-04 eta: 1 day, 3:28:39 time: 0.1765 data_time: 0.0078 loss: 1.2403 2023/03/26 10:39:03 - mmengine - INFO - Epoch(train) [191][2800/5005] lr: 9.6865e-04 eta: 1 day, 3:28:21 time: 0.2007 data_time: 0.0075 loss: 1.2890 2023/03/26 10:39:21 - mmengine - INFO - Epoch(train) [191][2900/5005] lr: 9.6865e-04 eta: 1 day, 3:28:03 time: 0.1768 data_time: 0.0081 loss: 1.1734 2023/03/26 10:39:40 - mmengine - INFO - Epoch(train) [191][3000/5005] lr: 9.6865e-04 eta: 1 day, 3:27:45 time: 0.1762 data_time: 0.0075 loss: 1.2655 2023/03/26 10:39:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:39:58 - mmengine - INFO - Epoch(train) [191][3100/5005] lr: 9.6865e-04 eta: 1 day, 3:27:26 time: 0.1769 data_time: 0.0076 loss: 1.1924 2023/03/26 10:40:16 - mmengine - INFO - Epoch(train) [191][3200/5005] lr: 9.6865e-04 eta: 1 day, 3:27:08 time: 0.2014 data_time: 0.0069 loss: 1.2414 2023/03/26 10:40:34 - mmengine - INFO - Epoch(train) [191][3300/5005] lr: 9.6865e-04 eta: 1 day, 3:26:50 time: 0.1756 data_time: 0.0075 loss: 1.3069 2023/03/26 10:40:52 - mmengine - INFO - Epoch(train) [191][3400/5005] lr: 9.6865e-04 eta: 1 day, 3:26:32 time: 0.1764 data_time: 0.0076 loss: 1.1894 2023/03/26 10:41:11 - mmengine - INFO - Epoch(train) [191][3500/5005] lr: 9.6865e-04 eta: 1 day, 3:26:13 time: 0.1755 data_time: 0.0074 loss: 1.2887 2023/03/26 10:41:29 - mmengine - INFO - Epoch(train) [191][3600/5005] lr: 9.6865e-04 eta: 1 day, 3:25:55 time: 0.1748 data_time: 0.0072 loss: 1.1844 2023/03/26 10:41:47 - mmengine - INFO - Epoch(train) [191][3700/5005] lr: 9.6865e-04 eta: 1 day, 3:25:37 time: 0.1772 data_time: 0.0075 loss: 1.1576 2023/03/26 10:42:06 - mmengine - INFO - Epoch(train) [191][3800/5005] lr: 9.6865e-04 eta: 1 day, 3:25:19 time: 0.1758 data_time: 0.0075 loss: 1.2433 2023/03/26 10:42:24 - mmengine - INFO - Epoch(train) [191][3900/5005] lr: 9.6865e-04 eta: 1 day, 3:25:01 time: 0.1756 data_time: 0.0076 loss: 1.3297 2023/03/26 10:42:42 - mmengine - INFO - Epoch(train) [191][4000/5005] lr: 9.6865e-04 eta: 1 day, 3:24:43 time: 0.1763 data_time: 0.0073 loss: 1.2000 2023/03/26 10:42:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:43:01 - mmengine - INFO - Epoch(train) [191][4100/5005] lr: 9.6865e-04 eta: 1 day, 3:24:24 time: 0.1750 data_time: 0.0073 loss: 1.1128 2023/03/26 10:43:19 - mmengine - INFO - Epoch(train) [191][4200/5005] lr: 9.6865e-04 eta: 1 day, 3:24:06 time: 0.1760 data_time: 0.0078 loss: 1.2318 2023/03/26 10:43:37 - mmengine - INFO - Epoch(train) [191][4300/5005] lr: 9.6865e-04 eta: 1 day, 3:23:48 time: 0.1767 data_time: 0.0075 loss: 1.2921 2023/03/26 10:43:55 - mmengine - INFO - Epoch(train) [191][4400/5005] lr: 9.6865e-04 eta: 1 day, 3:23:30 time: 0.1770 data_time: 0.0079 loss: 1.1695 2023/03/26 10:44:14 - mmengine - INFO - Epoch(train) [191][4500/5005] lr: 9.6865e-04 eta: 1 day, 3:23:11 time: 0.1757 data_time: 0.0076 loss: 1.1683 2023/03/26 10:44:32 - mmengine - INFO - Epoch(train) [191][4600/5005] lr: 9.6865e-04 eta: 1 day, 3:22:53 time: 0.1758 data_time: 0.0073 loss: 1.3035 2023/03/26 10:44:51 - mmengine - INFO - Epoch(train) [191][4700/5005] lr: 9.6865e-04 eta: 1 day, 3:22:35 time: 0.1763 data_time: 0.0076 loss: 1.3253 2023/03/26 10:45:09 - mmengine - INFO - Epoch(train) [191][4800/5005] lr: 9.6865e-04 eta: 1 day, 3:22:17 time: 0.2019 data_time: 0.0075 loss: 1.0498 2023/03/26 10:45:27 - mmengine - INFO - Epoch(train) [191][4900/5005] lr: 9.6865e-04 eta: 1 day, 3:21:59 time: 0.1758 data_time: 0.0075 loss: 1.1874 2023/03/26 10:45:46 - mmengine - INFO - Epoch(train) [191][5000/5005] lr: 9.6865e-04 eta: 1 day, 3:21:41 time: 0.1748 data_time: 0.0079 loss: 1.2653 2023/03/26 10:45:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:45:47 - mmengine - INFO - Saving checkpoint at 191 epochs 2023/03/26 10:45:55 - mmengine - INFO - Epoch(val) [191][100/196] eta: 0:00:07 time: 0.0632 data_time: 0.0250 2023/03/26 10:46:24 - mmengine - INFO - Epoch(val) [191][196/196] accuracy/top1: 71.0100 accuracy/top5: 89.8780data_time: 0.0668 time: 0.1009 2023/03/26 10:46:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:46:43 - mmengine - INFO - Epoch(train) [192][ 100/5005] lr: 9.4928e-04 eta: 1 day, 3:21:22 time: 0.1761 data_time: 0.0075 loss: 1.2546 2023/03/26 10:47:01 - mmengine - INFO - Epoch(train) [192][ 200/5005] lr: 9.4928e-04 eta: 1 day, 3:21:04 time: 0.1758 data_time: 0.0074 loss: 1.3518 2023/03/26 10:47:20 - mmengine - INFO - Epoch(train) [192][ 300/5005] lr: 9.4928e-04 eta: 1 day, 3:20:46 time: 0.1760 data_time: 0.0075 loss: 1.2356 2023/03/26 10:47:38 - mmengine - INFO - Epoch(train) [192][ 400/5005] lr: 9.4928e-04 eta: 1 day, 3:20:28 time: 0.1750 data_time: 0.0073 loss: 1.0972 2023/03/26 10:47:56 - mmengine - INFO - Epoch(train) [192][ 500/5005] lr: 9.4928e-04 eta: 1 day, 3:20:09 time: 0.1762 data_time: 0.0074 loss: 1.2745 2023/03/26 10:48:15 - mmengine - INFO - Epoch(train) [192][ 600/5005] lr: 9.4928e-04 eta: 1 day, 3:19:52 time: 0.2066 data_time: 0.0077 loss: 1.3220 2023/03/26 10:48:33 - mmengine - INFO - Epoch(train) [192][ 700/5005] lr: 9.4928e-04 eta: 1 day, 3:19:33 time: 0.1756 data_time: 0.0073 loss: 1.3600 2023/03/26 10:48:52 - mmengine - INFO - Epoch(train) [192][ 800/5005] lr: 9.4928e-04 eta: 1 day, 3:19:15 time: 0.1780 data_time: 0.0078 loss: 1.1443 2023/03/26 10:49:10 - mmengine - INFO - Epoch(train) [192][ 900/5005] lr: 9.4928e-04 eta: 1 day, 3:18:57 time: 0.1764 data_time: 0.0072 loss: 1.3218 2023/03/26 10:49:28 - mmengine - INFO - Epoch(train) [192][1000/5005] lr: 9.4928e-04 eta: 1 day, 3:18:39 time: 0.1771 data_time: 0.0073 loss: 1.0997 2023/03/26 10:49:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:49:47 - mmengine - INFO - Epoch(train) [192][1100/5005] lr: 9.4928e-04 eta: 1 day, 3:18:21 time: 0.1763 data_time: 0.0075 loss: 1.2553 2023/03/26 10:50:05 - mmengine - INFO - Epoch(train) [192][1200/5005] lr: 9.4928e-04 eta: 1 day, 3:18:02 time: 0.1764 data_time: 0.0074 loss: 1.0963 2023/03/26 10:50:23 - mmengine - INFO - Epoch(train) [192][1300/5005] lr: 9.4928e-04 eta: 1 day, 3:17:44 time: 0.1768 data_time: 0.0075 loss: 1.4702 2023/03/26 10:50:42 - mmengine - INFO - Epoch(train) [192][1400/5005] lr: 9.4928e-04 eta: 1 day, 3:17:26 time: 0.1769 data_time: 0.0076 loss: 1.1424 2023/03/26 10:51:00 - mmengine - INFO - Epoch(train) [192][1500/5005] lr: 9.4928e-04 eta: 1 day, 3:17:08 time: 0.1769 data_time: 0.0076 loss: 1.2230 2023/03/26 10:51:19 - mmengine - INFO - Epoch(train) [192][1600/5005] lr: 9.4928e-04 eta: 1 day, 3:16:50 time: 0.1781 data_time: 0.0074 loss: 1.2453 2023/03/26 10:51:37 - mmengine - INFO - Epoch(train) [192][1700/5005] lr: 9.4928e-04 eta: 1 day, 3:16:32 time: 0.1767 data_time: 0.0075 loss: 1.4662 2023/03/26 10:51:55 - mmengine - INFO - Epoch(train) [192][1800/5005] lr: 9.4928e-04 eta: 1 day, 3:16:13 time: 0.1756 data_time: 0.0074 loss: 1.1647 2023/03/26 10:52:14 - mmengine - INFO - Epoch(train) [192][1900/5005] lr: 9.4928e-04 eta: 1 day, 3:15:55 time: 0.1765 data_time: 0.0076 loss: 1.2965 2023/03/26 10:52:32 - mmengine - INFO - Epoch(train) [192][2000/5005] lr: 9.4928e-04 eta: 1 day, 3:15:37 time: 0.1761 data_time: 0.0076 loss: 1.2851 2023/03/26 10:52:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:52:50 - mmengine - INFO - Epoch(train) [192][2100/5005] lr: 9.4928e-04 eta: 1 day, 3:15:19 time: 0.1767 data_time: 0.0074 loss: 1.1441 2023/03/26 10:53:09 - mmengine - INFO - Epoch(train) [192][2200/5005] lr: 9.4928e-04 eta: 1 day, 3:15:01 time: 0.1991 data_time: 0.0071 loss: 1.1879 2023/03/26 10:53:27 - mmengine - INFO - Epoch(train) [192][2300/5005] lr: 9.4928e-04 eta: 1 day, 3:14:43 time: 0.1771 data_time: 0.0077 loss: 1.2219 2023/03/26 10:53:45 - mmengine - INFO - Epoch(train) [192][2400/5005] lr: 9.4928e-04 eta: 1 day, 3:14:24 time: 0.1759 data_time: 0.0074 loss: 1.3891 2023/03/26 10:54:04 - mmengine - INFO - Epoch(train) [192][2500/5005] lr: 9.4928e-04 eta: 1 day, 3:14:06 time: 0.1773 data_time: 0.0079 loss: 1.3009 2023/03/26 10:54:22 - mmengine - INFO - Epoch(train) [192][2600/5005] lr: 9.4928e-04 eta: 1 day, 3:13:48 time: 0.1767 data_time: 0.0078 loss: 1.2610 2023/03/26 10:54:40 - mmengine - INFO - Epoch(train) [192][2700/5005] lr: 9.4928e-04 eta: 1 day, 3:13:30 time: 0.1797 data_time: 0.0080 loss: 1.2496 2023/03/26 10:54:59 - mmengine - INFO - Epoch(train) [192][2800/5005] lr: 9.4928e-04 eta: 1 day, 3:13:12 time: 0.1768 data_time: 0.0075 loss: 1.1487 2023/03/26 10:55:17 - mmengine - INFO - Epoch(train) [192][2900/5005] lr: 9.4928e-04 eta: 1 day, 3:12:53 time: 0.1761 data_time: 0.0071 loss: 1.2652 2023/03/26 10:55:35 - mmengine - INFO - Epoch(train) [192][3000/5005] lr: 9.4928e-04 eta: 1 day, 3:12:35 time: 0.1763 data_time: 0.0076 loss: 1.1101 2023/03/26 10:55:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:55:54 - mmengine - INFO - Epoch(train) [192][3100/5005] lr: 9.4928e-04 eta: 1 day, 3:12:17 time: 0.1753 data_time: 0.0077 loss: 1.2431 2023/03/26 10:56:12 - mmengine - INFO - Epoch(train) [192][3200/5005] lr: 9.4928e-04 eta: 1 day, 3:11:59 time: 0.1769 data_time: 0.0075 loss: 1.2369 2023/03/26 10:56:31 - mmengine - INFO - Epoch(train) [192][3300/5005] lr: 9.4928e-04 eta: 1 day, 3:11:41 time: 0.1759 data_time: 0.0076 loss: 1.2035 2023/03/26 10:56:49 - mmengine - INFO - Epoch(train) [192][3400/5005] lr: 9.4928e-04 eta: 1 day, 3:11:23 time: 0.1767 data_time: 0.0075 loss: 1.1734 2023/03/26 10:57:07 - mmengine - INFO - Epoch(train) [192][3500/5005] lr: 9.4928e-04 eta: 1 day, 3:11:05 time: 0.1766 data_time: 0.0074 loss: 1.3265 2023/03/26 10:57:26 - mmengine - INFO - Epoch(train) [192][3600/5005] lr: 9.4928e-04 eta: 1 day, 3:10:46 time: 0.1763 data_time: 0.0076 loss: 1.4880 2023/03/26 10:57:44 - mmengine - INFO - Epoch(train) [192][3700/5005] lr: 9.4928e-04 eta: 1 day, 3:10:28 time: 0.1757 data_time: 0.0078 loss: 1.3821 2023/03/26 10:58:02 - mmengine - INFO - Epoch(train) [192][3800/5005] lr: 9.4928e-04 eta: 1 day, 3:10:10 time: 0.1768 data_time: 0.0075 loss: 1.0245 2023/03/26 10:58:21 - mmengine - INFO - Epoch(train) [192][3900/5005] lr: 9.4928e-04 eta: 1 day, 3:09:52 time: 0.1990 data_time: 0.0077 loss: 1.3663 2023/03/26 10:58:39 - mmengine - INFO - Epoch(train) [192][4000/5005] lr: 9.4928e-04 eta: 1 day, 3:09:34 time: 0.1903 data_time: 0.0074 loss: 1.1966 2023/03/26 10:58:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 10:58:57 - mmengine - INFO - Epoch(train) [192][4100/5005] lr: 9.4928e-04 eta: 1 day, 3:09:15 time: 0.1764 data_time: 0.0075 loss: 1.1741 2023/03/26 10:59:16 - mmengine - INFO - Epoch(train) [192][4200/5005] lr: 9.4928e-04 eta: 1 day, 3:08:57 time: 0.1771 data_time: 0.0077 loss: 1.1151 2023/03/26 10:59:34 - mmengine - INFO - Epoch(train) [192][4300/5005] lr: 9.4928e-04 eta: 1 day, 3:08:39 time: 0.1870 data_time: 0.0075 loss: 1.1776 2023/03/26 10:59:52 - mmengine - INFO - Epoch(train) [192][4400/5005] lr: 9.4928e-04 eta: 1 day, 3:08:21 time: 0.1759 data_time: 0.0075 loss: 1.2389 2023/03/26 11:00:11 - mmengine - INFO - Epoch(train) [192][4500/5005] lr: 9.4928e-04 eta: 1 day, 3:08:03 time: 0.1752 data_time: 0.0077 loss: 1.4131 2023/03/26 11:00:29 - mmengine - INFO - Epoch(train) [192][4600/5005] lr: 9.4928e-04 eta: 1 day, 3:07:45 time: 0.1773 data_time: 0.0076 loss: 1.2431 2023/03/26 11:00:48 - mmengine - INFO - Epoch(train) [192][4700/5005] lr: 9.4928e-04 eta: 1 day, 3:07:27 time: 0.1777 data_time: 0.0075 loss: 1.1916 2023/03/26 11:01:06 - mmengine - INFO - Epoch(train) [192][4800/5005] lr: 9.4928e-04 eta: 1 day, 3:07:08 time: 0.1772 data_time: 0.0082 loss: 1.2395 2023/03/26 11:01:24 - mmengine - INFO - Epoch(train) [192][4900/5005] lr: 9.4928e-04 eta: 1 day, 3:06:50 time: 0.1759 data_time: 0.0073 loss: 1.2410 2023/03/26 11:01:43 - mmengine - INFO - Epoch(train) [192][5000/5005] lr: 9.4928e-04 eta: 1 day, 3:06:32 time: 0.1742 data_time: 0.0078 loss: 1.1899 2023/03/26 11:01:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:01:44 - mmengine - INFO - Saving checkpoint at 192 epochs 2023/03/26 11:01:52 - mmengine - INFO - Epoch(val) [192][100/196] eta: 0:00:06 time: 0.0618 data_time: 0.0255 2023/03/26 11:02:22 - mmengine - INFO - Epoch(val) [192][196/196] accuracy/top1: 71.0300 accuracy/top5: 89.9020data_time: 0.0682 time: 0.1026 2023/03/26 11:02:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:02:41 - mmengine - INFO - Epoch(train) [193][ 100/5005] lr: 9.3029e-04 eta: 1 day, 3:06:14 time: 0.1751 data_time: 0.0075 loss: 1.1198 2023/03/26 11:02:59 - mmengine - INFO - Epoch(train) [193][ 200/5005] lr: 9.3029e-04 eta: 1 day, 3:05:55 time: 0.1760 data_time: 0.0074 loss: 1.2944 2023/03/26 11:03:18 - mmengine - INFO - Epoch(train) [193][ 300/5005] lr: 9.3029e-04 eta: 1 day, 3:05:37 time: 0.1765 data_time: 0.0075 loss: 1.1548 2023/03/26 11:03:36 - mmengine - INFO - Epoch(train) [193][ 400/5005] lr: 9.3029e-04 eta: 1 day, 3:05:19 time: 0.1759 data_time: 0.0077 loss: 1.3411 2023/03/26 11:03:54 - mmengine - INFO - Epoch(train) [193][ 500/5005] lr: 9.3029e-04 eta: 1 day, 3:05:01 time: 0.1772 data_time: 0.0083 loss: 1.4468 2023/03/26 11:04:13 - mmengine - INFO - Epoch(train) [193][ 600/5005] lr: 9.3029e-04 eta: 1 day, 3:04:43 time: 0.1991 data_time: 0.0071 loss: 1.2457 2023/03/26 11:04:31 - mmengine - INFO - Epoch(train) [193][ 700/5005] lr: 9.3029e-04 eta: 1 day, 3:04:24 time: 0.1767 data_time: 0.0075 loss: 1.1876 2023/03/26 11:04:49 - mmengine - INFO - Epoch(train) [193][ 800/5005] lr: 9.3029e-04 eta: 1 day, 3:04:06 time: 0.1754 data_time: 0.0074 loss: 1.1796 2023/03/26 11:05:07 - mmengine - INFO - Epoch(train) [193][ 900/5005] lr: 9.3029e-04 eta: 1 day, 3:03:48 time: 0.1753 data_time: 0.0072 loss: 1.2827 2023/03/26 11:05:26 - mmengine - INFO - Epoch(train) [193][1000/5005] lr: 9.3029e-04 eta: 1 day, 3:03:30 time: 0.1767 data_time: 0.0078 loss: 1.3462 2023/03/26 11:05:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:05:44 - mmengine - INFO - Epoch(train) [193][1100/5005] lr: 9.3029e-04 eta: 1 day, 3:03:12 time: 0.1757 data_time: 0.0074 loss: 1.1058 2023/03/26 11:06:02 - mmengine - INFO - Epoch(train) [193][1200/5005] lr: 9.3029e-04 eta: 1 day, 3:02:53 time: 0.1758 data_time: 0.0074 loss: 1.2124 2023/03/26 11:06:21 - mmengine - INFO - Epoch(train) [193][1300/5005] lr: 9.3029e-04 eta: 1 day, 3:02:35 time: 0.1968 data_time: 0.0072 loss: 1.2016 2023/03/26 11:06:39 - mmengine - INFO - Epoch(train) [193][1400/5005] lr: 9.3029e-04 eta: 1 day, 3:02:17 time: 0.1760 data_time: 0.0077 loss: 1.2033 2023/03/26 11:06:57 - mmengine - INFO - Epoch(train) [193][1500/5005] lr: 9.3029e-04 eta: 1 day, 3:01:59 time: 0.1765 data_time: 0.0078 loss: 1.0921 2023/03/26 11:07:16 - mmengine - INFO - Epoch(train) [193][1600/5005] lr: 9.3029e-04 eta: 1 day, 3:01:41 time: 0.1763 data_time: 0.0076 loss: 1.1045 2023/03/26 11:07:34 - mmengine - INFO - Epoch(train) [193][1700/5005] lr: 9.3029e-04 eta: 1 day, 3:01:23 time: 0.2039 data_time: 0.0077 loss: 1.2802 2023/03/26 11:07:52 - mmengine - INFO - Epoch(train) [193][1800/5005] lr: 9.3029e-04 eta: 1 day, 3:01:04 time: 0.1766 data_time: 0.0073 loss: 1.2877 2023/03/26 11:08:11 - mmengine - INFO - Epoch(train) [193][1900/5005] lr: 9.3029e-04 eta: 1 day, 3:00:46 time: 0.1764 data_time: 0.0074 loss: 1.1628 2023/03/26 11:08:29 - mmengine - INFO - Epoch(train) [193][2000/5005] lr: 9.3029e-04 eta: 1 day, 3:00:28 time: 0.1857 data_time: 0.0076 loss: 1.3235 2023/03/26 11:08:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:08:47 - mmengine - INFO - Epoch(train) [193][2100/5005] lr: 9.3029e-04 eta: 1 day, 3:00:10 time: 0.1764 data_time: 0.0076 loss: 1.2006 2023/03/26 11:09:06 - mmengine - INFO - Epoch(train) [193][2200/5005] lr: 9.3029e-04 eta: 1 day, 2:59:52 time: 0.1767 data_time: 0.0076 loss: 1.3789 2023/03/26 11:09:24 - mmengine - INFO - Epoch(train) [193][2300/5005] lr: 9.3029e-04 eta: 1 day, 2:59:34 time: 0.1776 data_time: 0.0077 loss: 1.3120 2023/03/26 11:09:42 - mmengine - INFO - Epoch(train) [193][2400/5005] lr: 9.3029e-04 eta: 1 day, 2:59:15 time: 0.1767 data_time: 0.0077 loss: 1.1961 2023/03/26 11:10:00 - mmengine - INFO - Epoch(train) [193][2500/5005] lr: 9.3029e-04 eta: 1 day, 2:58:57 time: 0.1758 data_time: 0.0076 loss: 1.2419 2023/03/26 11:10:19 - mmengine - INFO - Epoch(train) [193][2600/5005] lr: 9.3029e-04 eta: 1 day, 2:58:39 time: 0.1939 data_time: 0.0074 loss: 1.2685 2023/03/26 11:10:37 - mmengine - INFO - Epoch(train) [193][2700/5005] lr: 9.3029e-04 eta: 1 day, 2:58:21 time: 0.1761 data_time: 0.0074 loss: 1.0781 2023/03/26 11:10:56 - mmengine - INFO - Epoch(train) [193][2800/5005] lr: 9.3029e-04 eta: 1 day, 2:58:03 time: 0.1912 data_time: 0.0076 loss: 1.1335 2023/03/26 11:11:14 - mmengine - INFO - Epoch(train) [193][2900/5005] lr: 9.3029e-04 eta: 1 day, 2:57:44 time: 0.1771 data_time: 0.0076 loss: 1.1851 2023/03/26 11:11:32 - mmengine - INFO - Epoch(train) [193][3000/5005] lr: 9.3029e-04 eta: 1 day, 2:57:26 time: 0.1770 data_time: 0.0076 loss: 1.2739 2023/03/26 11:11:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:11:51 - mmengine - INFO - Epoch(train) [193][3100/5005] lr: 9.3029e-04 eta: 1 day, 2:57:08 time: 0.1953 data_time: 0.0074 loss: 1.2393 2023/03/26 11:12:09 - mmengine - INFO - Epoch(train) [193][3200/5005] lr: 9.3029e-04 eta: 1 day, 2:56:50 time: 0.1757 data_time: 0.0076 loss: 1.1782 2023/03/26 11:12:27 - mmengine - INFO - Epoch(train) [193][3300/5005] lr: 9.3029e-04 eta: 1 day, 2:56:32 time: 0.1766 data_time: 0.0073 loss: 1.3182 2023/03/26 11:12:46 - mmengine - INFO - Epoch(train) [193][3400/5005] lr: 9.3029e-04 eta: 1 day, 2:56:13 time: 0.1945 data_time: 0.0073 loss: 1.4087 2023/03/26 11:13:04 - mmengine - INFO - Epoch(train) [193][3500/5005] lr: 9.3029e-04 eta: 1 day, 2:55:55 time: 0.1770 data_time: 0.0079 loss: 1.4035 2023/03/26 11:13:23 - mmengine - INFO - Epoch(train) [193][3600/5005] lr: 9.3029e-04 eta: 1 day, 2:55:37 time: 0.1770 data_time: 0.0077 loss: 1.1271 2023/03/26 11:13:41 - mmengine - INFO - Epoch(train) [193][3700/5005] lr: 9.3029e-04 eta: 1 day, 2:55:19 time: 0.1776 data_time: 0.0076 loss: 1.3030 2023/03/26 11:13:59 - mmengine - INFO - Epoch(train) [193][3800/5005] lr: 9.3029e-04 eta: 1 day, 2:55:01 time: 0.1746 data_time: 0.0071 loss: 1.0929 2023/03/26 11:14:17 - mmengine - INFO - Epoch(train) [193][3900/5005] lr: 9.3029e-04 eta: 1 day, 2:54:42 time: 0.1764 data_time: 0.0074 loss: 1.3011 2023/03/26 11:14:36 - mmengine - INFO - Epoch(train) [193][4000/5005] lr: 9.3029e-04 eta: 1 day, 2:54:24 time: 0.1770 data_time: 0.0077 loss: 1.4702 2023/03/26 11:14:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:14:54 - mmengine - INFO - Epoch(train) [193][4100/5005] lr: 9.3029e-04 eta: 1 day, 2:54:06 time: 0.1765 data_time: 0.0077 loss: 1.2661 2023/03/26 11:15:13 - mmengine - INFO - Epoch(train) [193][4200/5005] lr: 9.3029e-04 eta: 1 day, 2:53:48 time: 0.1936 data_time: 0.0074 loss: 1.2137 2023/03/26 11:15:31 - mmengine - INFO - Epoch(train) [193][4300/5005] lr: 9.3029e-04 eta: 1 day, 2:53:30 time: 0.1758 data_time: 0.0076 loss: 1.4308 2023/03/26 11:15:49 - mmengine - INFO - Epoch(train) [193][4400/5005] lr: 9.3029e-04 eta: 1 day, 2:53:12 time: 0.1763 data_time: 0.0076 loss: 1.2574 2023/03/26 11:16:08 - mmengine - INFO - Epoch(train) [193][4500/5005] lr: 9.3029e-04 eta: 1 day, 2:52:54 time: 0.1776 data_time: 0.0077 loss: 1.3496 2023/03/26 11:16:26 - mmengine - INFO - Epoch(train) [193][4600/5005] lr: 9.3029e-04 eta: 1 day, 2:52:35 time: 0.1777 data_time: 0.0076 loss: 1.3282 2023/03/26 11:16:44 - mmengine - INFO - Epoch(train) [193][4700/5005] lr: 9.3029e-04 eta: 1 day, 2:52:17 time: 0.1766 data_time: 0.0078 loss: 1.1037 2023/03/26 11:17:02 - mmengine - INFO - Epoch(train) [193][4800/5005] lr: 9.3029e-04 eta: 1 day, 2:51:59 time: 0.1772 data_time: 0.0076 loss: 1.2480 2023/03/26 11:17:21 - mmengine - INFO - Epoch(train) [193][4900/5005] lr: 9.3029e-04 eta: 1 day, 2:51:41 time: 0.1790 data_time: 0.0072 loss: 1.3969 2023/03/26 11:17:40 - mmengine - INFO - Epoch(train) [193][5000/5005] lr: 9.3029e-04 eta: 1 day, 2:51:23 time: 0.1739 data_time: 0.0077 loss: 1.2830 2023/03/26 11:17:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:17:41 - mmengine - INFO - Saving checkpoint at 193 epochs 2023/03/26 11:17:49 - mmengine - INFO - Epoch(val) [193][100/196] eta: 0:00:06 time: 0.0621 data_time: 0.0257 2023/03/26 11:18:18 - mmengine - INFO - Epoch(val) [193][196/196] accuracy/top1: 71.0360 accuracy/top5: 89.8680data_time: 0.0698 time: 0.1028 2023/03/26 11:18:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:18:37 - mmengine - INFO - Epoch(train) [194][ 100/5005] lr: 9.1169e-04 eta: 1 day, 2:51:05 time: 0.1766 data_time: 0.0076 loss: 1.2824 2023/03/26 11:18:55 - mmengine - INFO - Epoch(train) [194][ 200/5005] lr: 9.1169e-04 eta: 1 day, 2:50:46 time: 0.1772 data_time: 0.0076 loss: 1.3425 2023/03/26 11:19:14 - mmengine - INFO - Epoch(train) [194][ 300/5005] lr: 9.1169e-04 eta: 1 day, 2:50:28 time: 0.1790 data_time: 0.0075 loss: 1.1830 2023/03/26 11:19:32 - mmengine - INFO - Epoch(train) [194][ 400/5005] lr: 9.1169e-04 eta: 1 day, 2:50:10 time: 0.2070 data_time: 0.0076 loss: 1.1708 2023/03/26 11:19:50 - mmengine - INFO - Epoch(train) [194][ 500/5005] lr: 9.1169e-04 eta: 1 day, 2:49:52 time: 0.1782 data_time: 0.0076 loss: 1.2383 2023/03/26 11:20:09 - mmengine - INFO - Epoch(train) [194][ 600/5005] lr: 9.1169e-04 eta: 1 day, 2:49:34 time: 0.1763 data_time: 0.0076 loss: 1.3998 2023/03/26 11:20:27 - mmengine - INFO - Epoch(train) [194][ 700/5005] lr: 9.1169e-04 eta: 1 day, 2:49:15 time: 0.1764 data_time: 0.0075 loss: 1.1608 2023/03/26 11:20:45 - mmengine - INFO - Epoch(train) [194][ 800/5005] lr: 9.1169e-04 eta: 1 day, 2:48:57 time: 0.1762 data_time: 0.0076 loss: 1.1163 2023/03/26 11:21:04 - mmengine - INFO - Epoch(train) [194][ 900/5005] lr: 9.1169e-04 eta: 1 day, 2:48:39 time: 0.1758 data_time: 0.0077 loss: 1.2707 2023/03/26 11:21:23 - mmengine - INFO - Epoch(train) [194][1000/5005] lr: 9.1169e-04 eta: 1 day, 2:48:21 time: 0.1784 data_time: 0.0078 loss: 0.9926 2023/03/26 11:21:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:21:41 - mmengine - INFO - Epoch(train) [194][1100/5005] lr: 9.1169e-04 eta: 1 day, 2:48:03 time: 0.1762 data_time: 0.0076 loss: 1.2393 2023/03/26 11:21:59 - mmengine - INFO - Epoch(train) [194][1200/5005] lr: 9.1169e-04 eta: 1 day, 2:47:45 time: 0.1776 data_time: 0.0075 loss: 1.2152 2023/03/26 11:22:18 - mmengine - INFO - Epoch(train) [194][1300/5005] lr: 9.1169e-04 eta: 1 day, 2:47:27 time: 0.1769 data_time: 0.0073 loss: 1.3073 2023/03/26 11:22:36 - mmengine - INFO - Epoch(train) [194][1400/5005] lr: 9.1169e-04 eta: 1 day, 2:47:08 time: 0.1769 data_time: 0.0079 loss: 1.1655 2023/03/26 11:22:54 - mmengine - INFO - Epoch(train) [194][1500/5005] lr: 9.1169e-04 eta: 1 day, 2:46:50 time: 0.1763 data_time: 0.0074 loss: 1.2465 2023/03/26 11:23:13 - mmengine - INFO - Epoch(train) [194][1600/5005] lr: 9.1169e-04 eta: 1 day, 2:46:32 time: 0.1775 data_time: 0.0077 loss: 1.1355 2023/03/26 11:23:31 - mmengine - INFO - Epoch(train) [194][1700/5005] lr: 9.1169e-04 eta: 1 day, 2:46:14 time: 0.1776 data_time: 0.0076 loss: 1.2081 2023/03/26 11:23:50 - mmengine - INFO - Epoch(train) [194][1800/5005] lr: 9.1169e-04 eta: 1 day, 2:45:56 time: 0.2019 data_time: 0.0075 loss: 1.1939 2023/03/26 11:24:08 - mmengine - INFO - Epoch(train) [194][1900/5005] lr: 9.1169e-04 eta: 1 day, 2:45:38 time: 0.1765 data_time: 0.0079 loss: 1.1780 2023/03/26 11:24:26 - mmengine - INFO - Epoch(train) [194][2000/5005] lr: 9.1169e-04 eta: 1 day, 2:45:19 time: 0.1762 data_time: 0.0080 loss: 1.2086 2023/03/26 11:24:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:24:44 - mmengine - INFO - Epoch(train) [194][2100/5005] lr: 9.1169e-04 eta: 1 day, 2:45:01 time: 0.1784 data_time: 0.0078 loss: 1.2242 2023/03/26 11:25:03 - mmengine - INFO - Epoch(train) [194][2200/5005] lr: 9.1169e-04 eta: 1 day, 2:44:43 time: 0.1767 data_time: 0.0076 loss: 1.1873 2023/03/26 11:25:21 - mmengine - INFO - Epoch(train) [194][2300/5005] lr: 9.1169e-04 eta: 1 day, 2:44:25 time: 0.1758 data_time: 0.0077 loss: 1.1970 2023/03/26 11:25:40 - mmengine - INFO - Epoch(train) [194][2400/5005] lr: 9.1169e-04 eta: 1 day, 2:44:07 time: 0.1958 data_time: 0.0075 loss: 1.2291 2023/03/26 11:25:58 - mmengine - INFO - Epoch(train) [194][2500/5005] lr: 9.1169e-04 eta: 1 day, 2:43:49 time: 0.1762 data_time: 0.0078 loss: 1.2719 2023/03/26 11:26:17 - mmengine - INFO - Epoch(train) [194][2600/5005] lr: 9.1169e-04 eta: 1 day, 2:43:31 time: 0.1775 data_time: 0.0077 loss: 1.2277 2023/03/26 11:26:35 - mmengine - INFO - Epoch(train) [194][2700/5005] lr: 9.1169e-04 eta: 1 day, 2:43:13 time: 0.1764 data_time: 0.0078 loss: 1.0277 2023/03/26 11:26:53 - mmengine - INFO - Epoch(train) [194][2800/5005] lr: 9.1169e-04 eta: 1 day, 2:42:54 time: 0.1769 data_time: 0.0077 loss: 1.2263 2023/03/26 11:27:11 - mmengine - INFO - Epoch(train) [194][2900/5005] lr: 9.1169e-04 eta: 1 day, 2:42:36 time: 0.1774 data_time: 0.0079 loss: 1.3739 2023/03/26 11:27:30 - mmengine - INFO - Epoch(train) [194][3000/5005] lr: 9.1169e-04 eta: 1 day, 2:42:18 time: 0.1781 data_time: 0.0078 loss: 1.4085 2023/03/26 11:27:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:27:49 - mmengine - INFO - Epoch(train) [194][3100/5005] lr: 9.1169e-04 eta: 1 day, 2:42:00 time: 0.2186 data_time: 0.0074 loss: 1.2195 2023/03/26 11:28:07 - mmengine - INFO - Epoch(train) [194][3200/5005] lr: 9.1169e-04 eta: 1 day, 2:41:42 time: 0.1772 data_time: 0.0077 loss: 1.2303 2023/03/26 11:28:25 - mmengine - INFO - Epoch(train) [194][3300/5005] lr: 9.1169e-04 eta: 1 day, 2:41:24 time: 0.1770 data_time: 0.0076 loss: 1.3362 2023/03/26 11:28:44 - mmengine - INFO - Epoch(train) [194][3400/5005] lr: 9.1169e-04 eta: 1 day, 2:41:05 time: 0.1774 data_time: 0.0078 loss: 1.2032 2023/03/26 11:29:02 - mmengine - INFO - Epoch(train) [194][3500/5005] lr: 9.1169e-04 eta: 1 day, 2:40:47 time: 0.1766 data_time: 0.0079 loss: 1.0993 2023/03/26 11:29:20 - mmengine - INFO - Epoch(train) [194][3600/5005] lr: 9.1169e-04 eta: 1 day, 2:40:29 time: 0.1759 data_time: 0.0074 loss: 1.3703 2023/03/26 11:29:39 - mmengine - INFO - Epoch(train) [194][3700/5005] lr: 9.1169e-04 eta: 1 day, 2:40:11 time: 0.1783 data_time: 0.0078 loss: 1.2036 2023/03/26 11:29:57 - mmengine - INFO - Epoch(train) [194][3800/5005] lr: 9.1169e-04 eta: 1 day, 2:39:53 time: 0.1785 data_time: 0.0077 loss: 1.1718 2023/03/26 11:30:16 - mmengine - INFO - Epoch(train) [194][3900/5005] lr: 9.1169e-04 eta: 1 day, 2:39:35 time: 0.1772 data_time: 0.0077 loss: 1.3255 2023/03/26 11:30:34 - mmengine - INFO - Epoch(train) [194][4000/5005] lr: 9.1169e-04 eta: 1 day, 2:39:16 time: 0.1761 data_time: 0.0076 loss: 1.3922 2023/03/26 11:30:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:30:52 - mmengine - INFO - Epoch(train) [194][4100/5005] lr: 9.1169e-04 eta: 1 day, 2:38:58 time: 0.1765 data_time: 0.0076 loss: 1.2633 2023/03/26 11:31:11 - mmengine - INFO - Epoch(train) [194][4200/5005] lr: 9.1169e-04 eta: 1 day, 2:38:40 time: 0.1828 data_time: 0.0077 loss: 1.3185 2023/03/26 11:31:29 - mmengine - INFO - Epoch(train) [194][4300/5005] lr: 9.1169e-04 eta: 1 day, 2:38:22 time: 0.1768 data_time: 0.0075 loss: 1.2003 2023/03/26 11:31:47 - mmengine - INFO - Epoch(train) [194][4400/5005] lr: 9.1169e-04 eta: 1 day, 2:38:04 time: 0.1760 data_time: 0.0078 loss: 1.1879 2023/03/26 11:32:06 - mmengine - INFO - Epoch(train) [194][4500/5005] lr: 9.1169e-04 eta: 1 day, 2:37:46 time: 0.1775 data_time: 0.0079 loss: 1.1075 2023/03/26 11:32:24 - mmengine - INFO - Epoch(train) [194][4600/5005] lr: 9.1169e-04 eta: 1 day, 2:37:27 time: 0.1772 data_time: 0.0078 loss: 1.2116 2023/03/26 11:32:43 - mmengine - INFO - Epoch(train) [194][4700/5005] lr: 9.1169e-04 eta: 1 day, 2:37:09 time: 0.1770 data_time: 0.0079 loss: 1.1310 2023/03/26 11:33:01 - mmengine - INFO - Epoch(train) [194][4800/5005] lr: 9.1169e-04 eta: 1 day, 2:36:51 time: 0.1998 data_time: 0.0078 loss: 1.2328 2023/03/26 11:33:19 - mmengine - INFO - Epoch(train) [194][4900/5005] lr: 9.1169e-04 eta: 1 day, 2:36:33 time: 0.1779 data_time: 0.0078 loss: 1.3388 2023/03/26 11:33:38 - mmengine - INFO - Epoch(train) [194][5000/5005] lr: 9.1169e-04 eta: 1 day, 2:36:15 time: 0.1750 data_time: 0.0081 loss: 1.2500 2023/03/26 11:33:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:33:39 - mmengine - INFO - Saving checkpoint at 194 epochs 2023/03/26 11:33:47 - mmengine - INFO - Epoch(val) [194][100/196] eta: 0:00:07 time: 0.0625 data_time: 0.0259 2023/03/26 11:34:16 - mmengine - INFO - Epoch(val) [194][196/196] accuracy/top1: 71.1460 accuracy/top5: 89.9520data_time: 0.0653 time: 0.0999 2023/03/26 11:34:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:34:36 - mmengine - INFO - Epoch(train) [195][ 100/5005] lr: 8.9345e-04 eta: 1 day, 2:35:57 time: 0.1890 data_time: 0.0078 loss: 1.3525 2023/03/26 11:34:55 - mmengine - INFO - Epoch(train) [195][ 200/5005] lr: 8.9345e-04 eta: 1 day, 2:35:38 time: 0.1778 data_time: 0.0076 loss: 1.2574 2023/03/26 11:35:13 - mmengine - INFO - Epoch(train) [195][ 300/5005] lr: 8.9345e-04 eta: 1 day, 2:35:20 time: 0.1771 data_time: 0.0077 loss: 1.1533 2023/03/26 11:35:31 - mmengine - INFO - Epoch(train) [195][ 400/5005] lr: 8.9345e-04 eta: 1 day, 2:35:02 time: 0.1766 data_time: 0.0077 loss: 1.0052 2023/03/26 11:35:50 - mmengine - INFO - Epoch(train) [195][ 500/5005] lr: 8.9345e-04 eta: 1 day, 2:34:44 time: 0.1784 data_time: 0.0077 loss: 1.3329 2023/03/26 11:36:08 - mmengine - INFO - Epoch(train) [195][ 600/5005] lr: 8.9345e-04 eta: 1 day, 2:34:26 time: 0.1758 data_time: 0.0074 loss: 1.2631 2023/03/26 11:36:27 - mmengine - INFO - Epoch(train) [195][ 700/5005] lr: 8.9345e-04 eta: 1 day, 2:34:08 time: 0.1765 data_time: 0.0077 loss: 1.1051 2023/03/26 11:36:45 - mmengine - INFO - Epoch(train) [195][ 800/5005] lr: 8.9345e-04 eta: 1 day, 2:33:50 time: 0.1780 data_time: 0.0078 loss: 1.2687 2023/03/26 11:37:04 - mmengine - INFO - Epoch(train) [195][ 900/5005] lr: 8.9345e-04 eta: 1 day, 2:33:32 time: 0.1790 data_time: 0.0080 loss: 1.1611 2023/03/26 11:37:22 - mmengine - INFO - Epoch(train) [195][1000/5005] lr: 8.9345e-04 eta: 1 day, 2:33:13 time: 0.1774 data_time: 0.0078 loss: 1.0239 2023/03/26 11:37:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:37:40 - mmengine - INFO - Epoch(train) [195][1100/5005] lr: 8.9345e-04 eta: 1 day, 2:32:55 time: 0.1885 data_time: 0.0076 loss: 1.2136 2023/03/26 11:37:59 - mmengine - INFO - Epoch(train) [195][1200/5005] lr: 8.9345e-04 eta: 1 day, 2:32:37 time: 0.1746 data_time: 0.0078 loss: 1.2681 2023/03/26 11:38:18 - mmengine - INFO - Epoch(train) [195][1300/5005] lr: 8.9345e-04 eta: 1 day, 2:32:19 time: 0.1768 data_time: 0.0075 loss: 1.1715 2023/03/26 11:38:36 - mmengine - INFO - Epoch(train) [195][1400/5005] lr: 8.9345e-04 eta: 1 day, 2:32:01 time: 0.1777 data_time: 0.0076 loss: 1.0708 2023/03/26 11:38:55 - mmengine - INFO - Epoch(train) [195][1500/5005] lr: 8.9345e-04 eta: 1 day, 2:31:43 time: 0.2037 data_time: 0.0073 loss: 1.3118 2023/03/26 11:39:13 - mmengine - INFO - Epoch(train) [195][1600/5005] lr: 8.9345e-04 eta: 1 day, 2:31:25 time: 0.1784 data_time: 0.0078 loss: 1.1494 2023/03/26 11:39:31 - mmengine - INFO - Epoch(train) [195][1700/5005] lr: 8.9345e-04 eta: 1 day, 2:31:07 time: 0.1778 data_time: 0.0081 loss: 1.2220 2023/03/26 11:39:50 - mmengine - INFO - Epoch(train) [195][1800/5005] lr: 8.9345e-04 eta: 1 day, 2:30:49 time: 0.1781 data_time: 0.0077 loss: 1.1753 2023/03/26 11:40:08 - mmengine - INFO - Epoch(train) [195][1900/5005] lr: 8.9345e-04 eta: 1 day, 2:30:31 time: 0.1781 data_time: 0.0079 loss: 1.3396 2023/03/26 11:40:27 - mmengine - INFO - Epoch(train) [195][2000/5005] lr: 8.9345e-04 eta: 1 day, 2:30:12 time: 0.1777 data_time: 0.0076 loss: 1.2052 2023/03/26 11:40:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:40:45 - mmengine - INFO - Epoch(train) [195][2100/5005] lr: 8.9345e-04 eta: 1 day, 2:29:54 time: 0.1773 data_time: 0.0077 loss: 1.3424 2023/03/26 11:41:04 - mmengine - INFO - Epoch(train) [195][2200/5005] lr: 8.9345e-04 eta: 1 day, 2:29:36 time: 0.1773 data_time: 0.0076 loss: 1.3495 2023/03/26 11:41:23 - mmengine - INFO - Epoch(train) [195][2300/5005] lr: 8.9345e-04 eta: 1 day, 2:29:18 time: 0.2017 data_time: 0.0073 loss: 1.2435 2023/03/26 11:41:41 - mmengine - INFO - Epoch(train) [195][2400/5005] lr: 8.9345e-04 eta: 1 day, 2:29:00 time: 0.1808 data_time: 0.0077 loss: 1.2842 2023/03/26 11:41:59 - mmengine - INFO - Epoch(train) [195][2500/5005] lr: 8.9345e-04 eta: 1 day, 2:28:42 time: 0.1762 data_time: 0.0076 loss: 1.2527 2023/03/26 11:42:18 - mmengine - INFO - Epoch(train) [195][2600/5005] lr: 8.9345e-04 eta: 1 day, 2:28:24 time: 0.1774 data_time: 0.0077 loss: 1.3119 2023/03/26 11:42:36 - mmengine - INFO - Epoch(train) [195][2700/5005] lr: 8.9345e-04 eta: 1 day, 2:28:06 time: 0.1779 data_time: 0.0076 loss: 1.0839 2023/03/26 11:42:54 - mmengine - INFO - Epoch(train) [195][2800/5005] lr: 8.9345e-04 eta: 1 day, 2:27:48 time: 0.1776 data_time: 0.0078 loss: 1.3134 2023/03/26 11:43:13 - mmengine - INFO - Epoch(train) [195][2900/5005] lr: 8.9345e-04 eta: 1 day, 2:27:29 time: 0.1775 data_time: 0.0077 loss: 1.1557 2023/03/26 11:43:31 - mmengine - INFO - Epoch(train) [195][3000/5005] lr: 8.9345e-04 eta: 1 day, 2:27:11 time: 0.1771 data_time: 0.0081 loss: 1.1825 2023/03/26 11:43:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:43:50 - mmengine - INFO - Epoch(train) [195][3100/5005] lr: 8.9345e-04 eta: 1 day, 2:26:53 time: 0.1766 data_time: 0.0077 loss: 1.2475 2023/03/26 11:44:09 - mmengine - INFO - Epoch(train) [195][3200/5005] lr: 8.9345e-04 eta: 1 day, 2:26:35 time: 0.1789 data_time: 0.0080 loss: 1.2825 2023/03/26 11:44:27 - mmengine - INFO - Epoch(train) [195][3300/5005] lr: 8.9345e-04 eta: 1 day, 2:26:17 time: 0.1779 data_time: 0.0078 loss: 1.1471 2023/03/26 11:44:45 - mmengine - INFO - Epoch(train) [195][3400/5005] lr: 8.9345e-04 eta: 1 day, 2:25:59 time: 0.1770 data_time: 0.0077 loss: 1.1376 2023/03/26 11:45:04 - mmengine - INFO - Epoch(train) [195][3500/5005] lr: 8.9345e-04 eta: 1 day, 2:25:41 time: 0.1766 data_time: 0.0077 loss: 1.1856 2023/03/26 11:45:22 - mmengine - INFO - Epoch(train) [195][3600/5005] lr: 8.9345e-04 eta: 1 day, 2:25:23 time: 0.1788 data_time: 0.0078 loss: 1.1758 2023/03/26 11:45:41 - mmengine - INFO - Epoch(train) [195][3700/5005] lr: 8.9345e-04 eta: 1 day, 2:25:05 time: 0.1784 data_time: 0.0077 loss: 1.3361 2023/03/26 11:45:59 - mmengine - INFO - Epoch(train) [195][3800/5005] lr: 8.9345e-04 eta: 1 day, 2:24:46 time: 0.1799 data_time: 0.0078 loss: 1.2426 2023/03/26 11:46:18 - mmengine - INFO - Epoch(train) [195][3900/5005] lr: 8.9345e-04 eta: 1 day, 2:24:29 time: 0.1770 data_time: 0.0076 loss: 1.3027 2023/03/26 11:46:36 - mmengine - INFO - Epoch(train) [195][4000/5005] lr: 8.9345e-04 eta: 1 day, 2:24:11 time: 0.1776 data_time: 0.0079 loss: 1.2347 2023/03/26 11:46:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:46:55 - mmengine - INFO - Epoch(train) [195][4100/5005] lr: 8.9345e-04 eta: 1 day, 2:23:52 time: 0.1772 data_time: 0.0080 loss: 1.2043 2023/03/26 11:47:13 - mmengine - INFO - Epoch(train) [195][4200/5005] lr: 8.9345e-04 eta: 1 day, 2:23:34 time: 0.1778 data_time: 0.0077 loss: 1.1800 2023/03/26 11:47:32 - mmengine - INFO - Epoch(train) [195][4300/5005] lr: 8.9345e-04 eta: 1 day, 2:23:16 time: 0.1776 data_time: 0.0075 loss: 1.2720 2023/03/26 11:47:50 - mmengine - INFO - Epoch(train) [195][4400/5005] lr: 8.9345e-04 eta: 1 day, 2:22:58 time: 0.1967 data_time: 0.0076 loss: 1.1988 2023/03/26 11:48:09 - mmengine - INFO - Epoch(train) [195][4500/5005] lr: 8.9345e-04 eta: 1 day, 2:22:40 time: 0.1786 data_time: 0.0084 loss: 1.2405 2023/03/26 11:48:27 - mmengine - INFO - Epoch(train) [195][4600/5005] lr: 8.9345e-04 eta: 1 day, 2:22:22 time: 0.1788 data_time: 0.0077 loss: 1.0956 2023/03/26 11:48:45 - mmengine - INFO - Epoch(train) [195][4700/5005] lr: 8.9345e-04 eta: 1 day, 2:22:04 time: 0.1769 data_time: 0.0077 loss: 1.2264 2023/03/26 11:49:04 - mmengine - INFO - Epoch(train) [195][4800/5005] lr: 8.9345e-04 eta: 1 day, 2:21:46 time: 0.2037 data_time: 0.0075 loss: 1.1314 2023/03/26 11:49:23 - mmengine - INFO - Epoch(train) [195][4900/5005] lr: 8.9345e-04 eta: 1 day, 2:21:28 time: 0.1781 data_time: 0.0077 loss: 1.0877 2023/03/26 11:49:41 - mmengine - INFO - Epoch(train) [195][5000/5005] lr: 8.9345e-04 eta: 1 day, 2:21:10 time: 0.1752 data_time: 0.0080 loss: 1.3932 2023/03/26 11:49:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:49:42 - mmengine - INFO - Saving checkpoint at 195 epochs 2023/03/26 11:49:51 - mmengine - INFO - Epoch(val) [195][100/196] eta: 0:00:07 time: 0.0634 data_time: 0.0258 2023/03/26 11:50:20 - mmengine - INFO - Epoch(val) [195][196/196] accuracy/top1: 71.1640 accuracy/top5: 89.9180data_time: 0.0306 time: 0.0644 2023/03/26 11:50:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:50:39 - mmengine - INFO - Epoch(train) [196][ 100/5005] lr: 8.7558e-04 eta: 1 day, 2:20:51 time: 0.1890 data_time: 0.0074 loss: 1.1604 2023/03/26 11:50:58 - mmengine - INFO - Epoch(train) [196][ 200/5005] lr: 8.7558e-04 eta: 1 day, 2:20:33 time: 0.1778 data_time: 0.0073 loss: 1.2415 2023/03/26 11:51:16 - mmengine - INFO - Epoch(train) [196][ 300/5005] lr: 8.7558e-04 eta: 1 day, 2:20:15 time: 0.1766 data_time: 0.0073 loss: 1.1727 2023/03/26 11:51:34 - mmengine - INFO - Epoch(train) [196][ 400/5005] lr: 8.7558e-04 eta: 1 day, 2:19:57 time: 0.1756 data_time: 0.0073 loss: 1.1900 2023/03/26 11:51:52 - mmengine - INFO - Epoch(train) [196][ 500/5005] lr: 8.7558e-04 eta: 1 day, 2:19:38 time: 0.1775 data_time: 0.0072 loss: 1.4065 2023/03/26 11:52:11 - mmengine - INFO - Epoch(train) [196][ 600/5005] lr: 8.7558e-04 eta: 1 day, 2:19:20 time: 0.1774 data_time: 0.0075 loss: 1.1156 2023/03/26 11:52:29 - mmengine - INFO - Epoch(train) [196][ 700/5005] lr: 8.7558e-04 eta: 1 day, 2:19:02 time: 0.1756 data_time: 0.0074 loss: 1.1379 2023/03/26 11:52:47 - mmengine - INFO - Epoch(train) [196][ 800/5005] lr: 8.7558e-04 eta: 1 day, 2:18:44 time: 0.1778 data_time: 0.0073 loss: 1.2808 2023/03/26 11:53:06 - mmengine - INFO - Epoch(train) [196][ 900/5005] lr: 8.7558e-04 eta: 1 day, 2:18:26 time: 0.1765 data_time: 0.0073 loss: 1.2142 2023/03/26 11:53:24 - mmengine - INFO - Epoch(train) [196][1000/5005] lr: 8.7558e-04 eta: 1 day, 2:18:08 time: 0.1766 data_time: 0.0074 loss: 1.2279 2023/03/26 11:53:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:53:43 - mmengine - INFO - Epoch(train) [196][1100/5005] lr: 8.7558e-04 eta: 1 day, 2:17:50 time: 0.1766 data_time: 0.0071 loss: 1.2855 2023/03/26 11:54:01 - mmengine - INFO - Epoch(train) [196][1200/5005] lr: 8.7558e-04 eta: 1 day, 2:17:31 time: 0.1768 data_time: 0.0072 loss: 1.0985 2023/03/26 11:54:19 - mmengine - INFO - Epoch(train) [196][1300/5005] lr: 8.7558e-04 eta: 1 day, 2:17:13 time: 0.1797 data_time: 0.0076 loss: 1.3713 2023/03/26 11:54:38 - mmengine - INFO - Epoch(train) [196][1400/5005] lr: 8.7558e-04 eta: 1 day, 2:16:55 time: 0.1905 data_time: 0.0072 loss: 1.3883 2023/03/26 11:54:56 - mmengine - INFO - Epoch(train) [196][1500/5005] lr: 8.7558e-04 eta: 1 day, 2:16:37 time: 0.1767 data_time: 0.0071 loss: 1.0881 2023/03/26 11:55:14 - mmengine - INFO - Epoch(train) [196][1600/5005] lr: 8.7558e-04 eta: 1 day, 2:16:19 time: 0.1751 data_time: 0.0070 loss: 1.3293 2023/03/26 11:55:33 - mmengine - INFO - Epoch(train) [196][1700/5005] lr: 8.7558e-04 eta: 1 day, 2:16:00 time: 0.1762 data_time: 0.0073 loss: 1.3398 2023/03/26 11:55:51 - mmengine - INFO - Epoch(train) [196][1800/5005] lr: 8.7558e-04 eta: 1 day, 2:15:42 time: 0.1767 data_time: 0.0074 loss: 1.1242 2023/03/26 11:56:10 - mmengine - INFO - Epoch(train) [196][1900/5005] lr: 8.7558e-04 eta: 1 day, 2:15:24 time: 0.1777 data_time: 0.0076 loss: 1.1319 2023/03/26 11:56:28 - mmengine - INFO - Epoch(train) [196][2000/5005] lr: 8.7558e-04 eta: 1 day, 2:15:06 time: 0.1782 data_time: 0.0075 loss: 1.2165 2023/03/26 11:56:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:56:46 - mmengine - INFO - Epoch(train) [196][2100/5005] lr: 8.7558e-04 eta: 1 day, 2:14:48 time: 0.1767 data_time: 0.0072 loss: 1.1693 2023/03/26 11:57:05 - mmengine - INFO - Epoch(train) [196][2200/5005] lr: 8.7558e-04 eta: 1 day, 2:14:30 time: 0.1817 data_time: 0.0074 loss: 1.2621 2023/03/26 11:57:23 - mmengine - INFO - Epoch(train) [196][2300/5005] lr: 8.7558e-04 eta: 1 day, 2:14:12 time: 0.1774 data_time: 0.0074 loss: 1.3102 2023/03/26 11:57:41 - mmengine - INFO - Epoch(train) [196][2400/5005] lr: 8.7558e-04 eta: 1 day, 2:13:54 time: 0.1773 data_time: 0.0073 loss: 1.3326 2023/03/26 11:57:59 - mmengine - INFO - Epoch(train) [196][2500/5005] lr: 8.7558e-04 eta: 1 day, 2:13:35 time: 0.1766 data_time: 0.0072 loss: 1.0715 2023/03/26 11:58:18 - mmengine - INFO - Epoch(train) [196][2600/5005] lr: 8.7558e-04 eta: 1 day, 2:13:17 time: 0.1765 data_time: 0.0075 loss: 1.0898 2023/03/26 11:58:36 - mmengine - INFO - Epoch(train) [196][2700/5005] lr: 8.7558e-04 eta: 1 day, 2:12:59 time: 0.1769 data_time: 0.0073 loss: 1.3093 2023/03/26 11:58:55 - mmengine - INFO - Epoch(train) [196][2800/5005] lr: 8.7558e-04 eta: 1 day, 2:12:41 time: 0.1766 data_time: 0.0074 loss: 1.3468 2023/03/26 11:59:13 - mmengine - INFO - Epoch(train) [196][2900/5005] lr: 8.7558e-04 eta: 1 day, 2:12:23 time: 0.1766 data_time: 0.0074 loss: 1.2836 2023/03/26 11:59:32 - mmengine - INFO - Epoch(train) [196][3000/5005] lr: 8.7558e-04 eta: 1 day, 2:12:05 time: 0.1770 data_time: 0.0073 loss: 1.3869 2023/03/26 11:59:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 11:59:50 - mmengine - INFO - Epoch(train) [196][3100/5005] lr: 8.7558e-04 eta: 1 day, 2:11:47 time: 0.1765 data_time: 0.0074 loss: 1.2631 2023/03/26 12:00:08 - mmengine - INFO - Epoch(train) [196][3200/5005] lr: 8.7558e-04 eta: 1 day, 2:11:28 time: 0.2016 data_time: 0.0072 loss: 1.2555 2023/03/26 12:00:26 - mmengine - INFO - Epoch(train) [196][3300/5005] lr: 8.7558e-04 eta: 1 day, 2:11:10 time: 0.1762 data_time: 0.0072 loss: 1.1256 2023/03/26 12:00:45 - mmengine - INFO - Epoch(train) [196][3400/5005] lr: 8.7558e-04 eta: 1 day, 2:10:52 time: 0.1912 data_time: 0.0070 loss: 1.0788 2023/03/26 12:01:03 - mmengine - INFO - Epoch(train) [196][3500/5005] lr: 8.7558e-04 eta: 1 day, 2:10:34 time: 0.1771 data_time: 0.0073 loss: 1.1069 2023/03/26 12:01:22 - mmengine - INFO - Epoch(train) [196][3600/5005] lr: 8.7558e-04 eta: 1 day, 2:10:16 time: 0.1770 data_time: 0.0073 loss: 1.2901 2023/03/26 12:01:40 - mmengine - INFO - Epoch(train) [196][3700/5005] lr: 8.7558e-04 eta: 1 day, 2:09:58 time: 0.1770 data_time: 0.0076 loss: 1.0889 2023/03/26 12:01:59 - mmengine - INFO - Epoch(train) [196][3800/5005] lr: 8.7558e-04 eta: 1 day, 2:09:40 time: 0.1766 data_time: 0.0076 loss: 1.2600 2023/03/26 12:02:17 - mmengine - INFO - Epoch(train) [196][3900/5005] lr: 8.7558e-04 eta: 1 day, 2:09:21 time: 0.1775 data_time: 0.0073 loss: 1.1671 2023/03/26 12:02:35 - mmengine - INFO - Epoch(train) [196][4000/5005] lr: 8.7558e-04 eta: 1 day, 2:09:03 time: 0.1761 data_time: 0.0072 loss: 1.2198 2023/03/26 12:02:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:02:53 - mmengine - INFO - Epoch(train) [196][4100/5005] lr: 8.7558e-04 eta: 1 day, 2:08:45 time: 0.1777 data_time: 0.0072 loss: 1.3748 2023/03/26 12:03:12 - mmengine - INFO - Epoch(train) [196][4200/5005] lr: 8.7558e-04 eta: 1 day, 2:08:27 time: 0.1759 data_time: 0.0070 loss: 1.4005 2023/03/26 12:03:30 - mmengine - INFO - Epoch(train) [196][4300/5005] lr: 8.7558e-04 eta: 1 day, 2:08:09 time: 0.1872 data_time: 0.0074 loss: 1.3014 2023/03/26 12:03:48 - mmengine - INFO - Epoch(train) [196][4400/5005] lr: 8.7558e-04 eta: 1 day, 2:07:51 time: 0.1782 data_time: 0.0077 loss: 1.3296 2023/03/26 12:04:07 - mmengine - INFO - Epoch(train) [196][4500/5005] lr: 8.7558e-04 eta: 1 day, 2:07:32 time: 0.1774 data_time: 0.0070 loss: 1.3562 2023/03/26 12:04:26 - mmengine - INFO - Epoch(train) [196][4600/5005] lr: 8.7558e-04 eta: 1 day, 2:07:15 time: 0.1770 data_time: 0.0072 loss: 1.2232 2023/03/26 12:04:44 - mmengine - INFO - Epoch(train) [196][4700/5005] lr: 8.7558e-04 eta: 1 day, 2:06:56 time: 0.1768 data_time: 0.0074 loss: 1.1751 2023/03/26 12:05:02 - mmengine - INFO - Epoch(train) [196][4800/5005] lr: 8.7558e-04 eta: 1 day, 2:06:38 time: 0.1767 data_time: 0.0075 loss: 1.2444 2023/03/26 12:05:20 - mmengine - INFO - Epoch(train) [196][4900/5005] lr: 8.7558e-04 eta: 1 day, 2:06:20 time: 0.1772 data_time: 0.0074 loss: 1.3476 2023/03/26 12:05:39 - mmengine - INFO - Epoch(train) [196][5000/5005] lr: 8.7558e-04 eta: 1 day, 2:06:02 time: 0.1749 data_time: 0.0076 loss: 1.2651 2023/03/26 12:05:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:05:40 - mmengine - INFO - Saving checkpoint at 196 epochs 2023/03/26 12:05:48 - mmengine - INFO - Epoch(val) [196][100/196] eta: 0:00:07 time: 0.0660 data_time: 0.0294 2023/03/26 12:06:17 - mmengine - INFO - Epoch(val) [196][196/196] accuracy/top1: 71.1800 accuracy/top5: 89.9300data_time: 0.0661 time: 0.0984 2023/03/26 12:06:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:06:37 - mmengine - INFO - Epoch(train) [197][ 100/5005] lr: 8.5807e-04 eta: 1 day, 2:05:43 time: 0.1775 data_time: 0.0077 loss: 1.2054 2023/03/26 12:06:55 - mmengine - INFO - Epoch(train) [197][ 200/5005] lr: 8.5807e-04 eta: 1 day, 2:05:25 time: 0.1784 data_time: 0.0082 loss: 1.4038 2023/03/26 12:07:13 - mmengine - INFO - Epoch(train) [197][ 300/5005] lr: 8.5807e-04 eta: 1 day, 2:05:07 time: 0.1768 data_time: 0.0078 loss: 1.2494 2023/03/26 12:07:32 - mmengine - INFO - Epoch(train) [197][ 400/5005] lr: 8.5807e-04 eta: 1 day, 2:04:49 time: 0.1767 data_time: 0.0078 loss: 1.2291 2023/03/26 12:07:51 - mmengine - INFO - Epoch(train) [197][ 500/5005] lr: 8.5807e-04 eta: 1 day, 2:04:31 time: 0.2060 data_time: 0.0075 loss: 1.4202 2023/03/26 12:08:09 - mmengine - INFO - Epoch(train) [197][ 600/5005] lr: 8.5807e-04 eta: 1 day, 2:04:13 time: 0.1777 data_time: 0.0075 loss: 1.2501 2023/03/26 12:08:27 - mmengine - INFO - Epoch(train) [197][ 700/5005] lr: 8.5807e-04 eta: 1 day, 2:03:55 time: 0.1763 data_time: 0.0078 loss: 1.2409 2023/03/26 12:08:45 - mmengine - INFO - Epoch(train) [197][ 800/5005] lr: 8.5807e-04 eta: 1 day, 2:03:36 time: 0.1779 data_time: 0.0078 loss: 1.1899 2023/03/26 12:09:04 - mmengine - INFO - Epoch(train) [197][ 900/5005] lr: 8.5807e-04 eta: 1 day, 2:03:18 time: 0.1780 data_time: 0.0078 loss: 1.1890 2023/03/26 12:09:22 - mmengine - INFO - Epoch(train) [197][1000/5005] lr: 8.5807e-04 eta: 1 day, 2:03:00 time: 0.1783 data_time: 0.0077 loss: 1.1575 2023/03/26 12:09:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:09:41 - mmengine - INFO - Epoch(train) [197][1100/5005] lr: 8.5807e-04 eta: 1 day, 2:02:42 time: 0.1793 data_time: 0.0080 loss: 1.5522 2023/03/26 12:09:59 - mmengine - INFO - Epoch(train) [197][1200/5005] lr: 8.5807e-04 eta: 1 day, 2:02:24 time: 0.1780 data_time: 0.0079 loss: 1.0916 2023/03/26 12:10:18 - mmengine - INFO - Epoch(train) [197][1300/5005] lr: 8.5807e-04 eta: 1 day, 2:02:06 time: 0.1788 data_time: 0.0077 loss: 1.1598 2023/03/26 12:10:37 - mmengine - INFO - Epoch(train) [197][1400/5005] lr: 8.5807e-04 eta: 1 day, 2:01:48 time: 0.1790 data_time: 0.0080 loss: 1.1937 2023/03/26 12:10:55 - mmengine - INFO - Epoch(train) [197][1500/5005] lr: 8.5807e-04 eta: 1 day, 2:01:30 time: 0.1779 data_time: 0.0078 loss: 1.0968 2023/03/26 12:11:13 - mmengine - INFO - Epoch(train) [197][1600/5005] lr: 8.5807e-04 eta: 1 day, 2:01:12 time: 0.1789 data_time: 0.0080 loss: 1.1213 2023/03/26 12:11:32 - mmengine - INFO - Epoch(train) [197][1700/5005] lr: 8.5807e-04 eta: 1 day, 2:00:54 time: 0.1780 data_time: 0.0079 loss: 1.1894 2023/03/26 12:11:50 - mmengine - INFO - Epoch(train) [197][1800/5005] lr: 8.5807e-04 eta: 1 day, 2:00:35 time: 0.1775 data_time: 0.0076 loss: 1.3612 2023/03/26 12:12:08 - mmengine - INFO - Epoch(train) [197][1900/5005] lr: 8.5807e-04 eta: 1 day, 2:00:17 time: 0.1783 data_time: 0.0078 loss: 1.2118 2023/03/26 12:12:27 - mmengine - INFO - Epoch(train) [197][2000/5005] lr: 8.5807e-04 eta: 1 day, 1:59:59 time: 0.1991 data_time: 0.0079 loss: 1.2192 2023/03/26 12:12:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:12:46 - mmengine - INFO - Epoch(train) [197][2100/5005] lr: 8.5807e-04 eta: 1 day, 1:59:41 time: 0.1773 data_time: 0.0078 loss: 1.2108 2023/03/26 12:13:04 - mmengine - INFO - Epoch(train) [197][2200/5005] lr: 8.5807e-04 eta: 1 day, 1:59:23 time: 0.1777 data_time: 0.0079 loss: 1.1538 2023/03/26 12:13:23 - mmengine - INFO - Epoch(train) [197][2300/5005] lr: 8.5807e-04 eta: 1 day, 1:59:05 time: 0.1775 data_time: 0.0080 loss: 1.1788 2023/03/26 12:13:42 - mmengine - INFO - Epoch(train) [197][2400/5005] lr: 8.5807e-04 eta: 1 day, 1:58:47 time: 0.1767 data_time: 0.0078 loss: 1.2871 2023/03/26 12:14:00 - mmengine - INFO - Epoch(train) [197][2500/5005] lr: 8.5807e-04 eta: 1 day, 1:58:29 time: 0.1780 data_time: 0.0080 loss: 1.3436 2023/03/26 12:14:18 - mmengine - INFO - Epoch(train) [197][2600/5005] lr: 8.5807e-04 eta: 1 day, 1:58:11 time: 0.1774 data_time: 0.0084 loss: 1.4187 2023/03/26 12:14:37 - mmengine - INFO - Epoch(train) [197][2700/5005] lr: 8.5807e-04 eta: 1 day, 1:57:53 time: 0.2016 data_time: 0.0083 loss: 1.1675 2023/03/26 12:14:55 - mmengine - INFO - Epoch(train) [197][2800/5005] lr: 8.5807e-04 eta: 1 day, 1:57:35 time: 0.1909 data_time: 0.0077 loss: 1.3303 2023/03/26 12:15:14 - mmengine - INFO - Epoch(train) [197][2900/5005] lr: 8.5807e-04 eta: 1 day, 1:57:17 time: 0.1772 data_time: 0.0081 loss: 1.3801 2023/03/26 12:15:32 - mmengine - INFO - Epoch(train) [197][3000/5005] lr: 8.5807e-04 eta: 1 day, 1:56:58 time: 0.1776 data_time: 0.0082 loss: 1.3982 2023/03/26 12:15:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:15:50 - mmengine - INFO - Epoch(train) [197][3100/5005] lr: 8.5807e-04 eta: 1 day, 1:56:40 time: 0.1779 data_time: 0.0080 loss: 1.2809 2023/03/26 12:16:09 - mmengine - INFO - Epoch(train) [197][3200/5005] lr: 8.5807e-04 eta: 1 day, 1:56:22 time: 0.1765 data_time: 0.0079 loss: 1.0631 2023/03/26 12:16:27 - mmengine - INFO - Epoch(train) [197][3300/5005] lr: 8.5807e-04 eta: 1 day, 1:56:04 time: 0.1763 data_time: 0.0081 loss: 1.0610 2023/03/26 12:16:46 - mmengine - INFO - Epoch(train) [197][3400/5005] lr: 8.5807e-04 eta: 1 day, 1:55:46 time: 0.1771 data_time: 0.0081 loss: 1.1649 2023/03/26 12:17:04 - mmengine - INFO - Epoch(train) [197][3500/5005] lr: 8.5807e-04 eta: 1 day, 1:55:28 time: 0.1920 data_time: 0.0082 loss: 1.1789 2023/03/26 12:17:23 - mmengine - INFO - Epoch(train) [197][3600/5005] lr: 8.5807e-04 eta: 1 day, 1:55:09 time: 0.1775 data_time: 0.0081 loss: 1.2030 2023/03/26 12:17:41 - mmengine - INFO - Epoch(train) [197][3700/5005] lr: 8.5807e-04 eta: 1 day, 1:54:52 time: 0.1768 data_time: 0.0080 loss: 1.4179 2023/03/26 12:18:00 - mmengine - INFO - Epoch(train) [197][3800/5005] lr: 8.5807e-04 eta: 1 day, 1:54:33 time: 0.1782 data_time: 0.0079 loss: 1.1180 2023/03/26 12:18:18 - mmengine - INFO - Epoch(train) [197][3900/5005] lr: 8.5807e-04 eta: 1 day, 1:54:15 time: 0.1771 data_time: 0.0080 loss: 1.4498 2023/03/26 12:18:37 - mmengine - INFO - Epoch(train) [197][4000/5005] lr: 8.5807e-04 eta: 1 day, 1:53:57 time: 0.1777 data_time: 0.0080 loss: 1.3573 2023/03/26 12:18:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:18:55 - mmengine - INFO - Epoch(train) [197][4100/5005] lr: 8.5807e-04 eta: 1 day, 1:53:39 time: 0.1770 data_time: 0.0081 loss: 1.1401 2023/03/26 12:19:13 - mmengine - INFO - Epoch(train) [197][4200/5005] lr: 8.5807e-04 eta: 1 day, 1:53:21 time: 0.1784 data_time: 0.0084 loss: 1.2890 2023/03/26 12:19:32 - mmengine - INFO - Epoch(train) [197][4300/5005] lr: 8.5807e-04 eta: 1 day, 1:53:03 time: 0.1783 data_time: 0.0079 loss: 1.2148 2023/03/26 12:19:50 - mmengine - INFO - Epoch(train) [197][4400/5005] lr: 8.5807e-04 eta: 1 day, 1:52:45 time: 0.1785 data_time: 0.0080 loss: 1.2227 2023/03/26 12:20:09 - mmengine - INFO - Epoch(train) [197][4500/5005] lr: 8.5807e-04 eta: 1 day, 1:52:27 time: 0.1764 data_time: 0.0079 loss: 1.3087 2023/03/26 12:20:27 - mmengine - INFO - Epoch(train) [197][4600/5005] lr: 8.5807e-04 eta: 1 day, 1:52:09 time: 0.1777 data_time: 0.0080 loss: 1.3331 2023/03/26 12:20:46 - mmengine - INFO - Epoch(train) [197][4700/5005] lr: 8.5807e-04 eta: 1 day, 1:51:50 time: 0.1778 data_time: 0.0081 loss: 1.4521 2023/03/26 12:21:04 - mmengine - INFO - Epoch(train) [197][4800/5005] lr: 8.5807e-04 eta: 1 day, 1:51:32 time: 0.1800 data_time: 0.0083 loss: 1.2122 2023/03/26 12:21:23 - mmengine - INFO - Epoch(train) [197][4900/5005] lr: 8.5807e-04 eta: 1 day, 1:51:14 time: 0.1780 data_time: 0.0077 loss: 1.1586 2023/03/26 12:21:41 - mmengine - INFO - Epoch(train) [197][5000/5005] lr: 8.5807e-04 eta: 1 day, 1:50:56 time: 0.1762 data_time: 0.0083 loss: 1.1892 2023/03/26 12:21:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:21:43 - mmengine - INFO - Saving checkpoint at 197 epochs 2023/03/26 12:21:51 - mmengine - INFO - Epoch(val) [197][100/196] eta: 0:00:07 time: 0.0516 data_time: 0.0146 2023/03/26 12:22:20 - mmengine - INFO - Epoch(val) [197][196/196] accuracy/top1: 70.9320 accuracy/top5: 89.7720data_time: 0.0690 time: 0.1017 2023/03/26 12:22:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:22:40 - mmengine - INFO - Epoch(train) [198][ 100/5005] lr: 8.4091e-04 eta: 1 day, 1:50:38 time: 0.1999 data_time: 0.0076 loss: 1.2383 2023/03/26 12:22:58 - mmengine - INFO - Epoch(train) [198][ 200/5005] lr: 8.4091e-04 eta: 1 day, 1:50:19 time: 0.1768 data_time: 0.0080 loss: 1.2374 2023/03/26 12:23:16 - mmengine - INFO - Epoch(train) [198][ 300/5005] lr: 8.4091e-04 eta: 1 day, 1:50:01 time: 0.1766 data_time: 0.0075 loss: 1.2359 2023/03/26 12:23:35 - mmengine - INFO - Epoch(train) [198][ 400/5005] lr: 8.4091e-04 eta: 1 day, 1:49:43 time: 0.1776 data_time: 0.0083 loss: 1.1106 2023/03/26 12:23:53 - mmengine - INFO - Epoch(train) [198][ 500/5005] lr: 8.4091e-04 eta: 1 day, 1:49:25 time: 0.1771 data_time: 0.0079 loss: 1.2865 2023/03/26 12:24:11 - mmengine - INFO - Epoch(train) [198][ 600/5005] lr: 8.4091e-04 eta: 1 day, 1:49:07 time: 0.1759 data_time: 0.0077 loss: 1.3751 2023/03/26 12:24:29 - mmengine - INFO - Epoch(train) [198][ 700/5005] lr: 8.4091e-04 eta: 1 day, 1:48:49 time: 0.1773 data_time: 0.0078 loss: 1.3056 2023/03/26 12:24:48 - mmengine - INFO - Epoch(train) [198][ 800/5005] lr: 8.4091e-04 eta: 1 day, 1:48:30 time: 0.1775 data_time: 0.0078 loss: 1.3420 2023/03/26 12:25:06 - mmengine - INFO - Epoch(train) [198][ 900/5005] lr: 8.4091e-04 eta: 1 day, 1:48:12 time: 0.1931 data_time: 0.0077 loss: 1.1536 2023/03/26 12:25:25 - mmengine - INFO - Epoch(train) [198][1000/5005] lr: 8.4091e-04 eta: 1 day, 1:47:54 time: 0.1764 data_time: 0.0077 loss: 1.2213 2023/03/26 12:25:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:25:43 - mmengine - INFO - Epoch(train) [198][1100/5005] lr: 8.4091e-04 eta: 1 day, 1:47:36 time: 0.1789 data_time: 0.0078 loss: 1.3345 2023/03/26 12:26:02 - mmengine - INFO - Epoch(train) [198][1200/5005] lr: 8.4091e-04 eta: 1 day, 1:47:18 time: 0.1760 data_time: 0.0078 loss: 1.1838 2023/03/26 12:26:20 - mmengine - INFO - Epoch(train) [198][1300/5005] lr: 8.4091e-04 eta: 1 day, 1:47:00 time: 0.1767 data_time: 0.0079 loss: 1.3515 2023/03/26 12:26:38 - mmengine - INFO - Epoch(train) [198][1400/5005] lr: 8.4091e-04 eta: 1 day, 1:46:42 time: 0.1770 data_time: 0.0078 loss: 1.1236 2023/03/26 12:26:57 - mmengine - INFO - Epoch(train) [198][1500/5005] lr: 8.4091e-04 eta: 1 day, 1:46:24 time: 0.1907 data_time: 0.0076 loss: 1.1902 2023/03/26 12:27:15 - mmengine - INFO - Epoch(train) [198][1600/5005] lr: 8.4091e-04 eta: 1 day, 1:46:05 time: 0.1767 data_time: 0.0079 loss: 1.3478 2023/03/26 12:27:34 - mmengine - INFO - Epoch(train) [198][1700/5005] lr: 8.4091e-04 eta: 1 day, 1:45:47 time: 0.1785 data_time: 0.0078 loss: 1.1588 2023/03/26 12:27:52 - mmengine - INFO - Epoch(train) [198][1800/5005] lr: 8.4091e-04 eta: 1 day, 1:45:29 time: 0.1780 data_time: 0.0081 loss: 1.2343 2023/03/26 12:28:11 - mmengine - INFO - Epoch(train) [198][1900/5005] lr: 8.4091e-04 eta: 1 day, 1:45:11 time: 0.1766 data_time: 0.0076 loss: 1.1248 2023/03/26 12:28:29 - mmengine - INFO - Epoch(train) [198][2000/5005] lr: 8.4091e-04 eta: 1 day, 1:44:53 time: 0.1958 data_time: 0.0076 loss: 1.1538 2023/03/26 12:28:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:28:48 - mmengine - INFO - Epoch(train) [198][2100/5005] lr: 8.4091e-04 eta: 1 day, 1:44:35 time: 0.1756 data_time: 0.0076 loss: 1.3443 2023/03/26 12:29:06 - mmengine - INFO - Epoch(train) [198][2200/5005] lr: 8.4091e-04 eta: 1 day, 1:44:17 time: 0.1921 data_time: 0.0080 loss: 1.2890 2023/03/26 12:29:24 - mmengine - INFO - Epoch(train) [198][2300/5005] lr: 8.4091e-04 eta: 1 day, 1:43:59 time: 0.1768 data_time: 0.0083 loss: 1.1521 2023/03/26 12:29:43 - mmengine - INFO - Epoch(train) [198][2400/5005] lr: 8.4091e-04 eta: 1 day, 1:43:40 time: 0.1783 data_time: 0.0080 loss: 1.1297 2023/03/26 12:30:01 - mmengine - INFO - Epoch(train) [198][2500/5005] lr: 8.4091e-04 eta: 1 day, 1:43:22 time: 0.1768 data_time: 0.0076 loss: 1.2268 2023/03/26 12:30:19 - mmengine - INFO - Epoch(train) [198][2600/5005] lr: 8.4091e-04 eta: 1 day, 1:43:04 time: 0.1765 data_time: 0.0077 loss: 1.2655 2023/03/26 12:30:38 - mmengine - INFO - Epoch(train) [198][2700/5005] lr: 8.4091e-04 eta: 1 day, 1:42:46 time: 0.1763 data_time: 0.0076 loss: 1.1667 2023/03/26 12:30:56 - mmengine - INFO - Epoch(train) [198][2800/5005] lr: 8.4091e-04 eta: 1 day, 1:42:28 time: 0.1764 data_time: 0.0076 loss: 1.0969 2023/03/26 12:31:15 - mmengine - INFO - Epoch(train) [198][2900/5005] lr: 8.4091e-04 eta: 1 day, 1:42:10 time: 0.1765 data_time: 0.0077 loss: 1.3246 2023/03/26 12:31:33 - mmengine - INFO - Epoch(train) [198][3000/5005] lr: 8.4091e-04 eta: 1 day, 1:41:52 time: 0.1759 data_time: 0.0078 loss: 1.2425 2023/03/26 12:31:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:31:51 - mmengine - INFO - Epoch(train) [198][3100/5005] lr: 8.4091e-04 eta: 1 day, 1:41:33 time: 0.1764 data_time: 0.0077 loss: 1.3522 2023/03/26 12:32:10 - mmengine - INFO - Epoch(train) [198][3200/5005] lr: 8.4091e-04 eta: 1 day, 1:41:15 time: 0.1775 data_time: 0.0080 loss: 1.2590 2023/03/26 12:32:28 - mmengine - INFO - Epoch(train) [198][3300/5005] lr: 8.4091e-04 eta: 1 day, 1:40:57 time: 0.1769 data_time: 0.0077 loss: 1.2033 2023/03/26 12:32:46 - mmengine - INFO - Epoch(train) [198][3400/5005] lr: 8.4091e-04 eta: 1 day, 1:40:39 time: 0.1772 data_time: 0.0077 loss: 1.2803 2023/03/26 12:33:05 - mmengine - INFO - Epoch(train) [198][3500/5005] lr: 8.4091e-04 eta: 1 day, 1:40:21 time: 0.1769 data_time: 0.0077 loss: 1.1862 2023/03/26 12:33:23 - mmengine - INFO - Epoch(train) [198][3600/5005] lr: 8.4091e-04 eta: 1 day, 1:40:03 time: 0.1773 data_time: 0.0077 loss: 1.1892 2023/03/26 12:33:42 - mmengine - INFO - Epoch(train) [198][3700/5005] lr: 8.4091e-04 eta: 1 day, 1:39:45 time: 0.1768 data_time: 0.0074 loss: 1.2604 2023/03/26 12:34:00 - mmengine - INFO - Epoch(train) [198][3800/5005] lr: 8.4091e-04 eta: 1 day, 1:39:27 time: 0.1769 data_time: 0.0076 loss: 1.1454 2023/03/26 12:34:19 - mmengine - INFO - Epoch(train) [198][3900/5005] lr: 8.4091e-04 eta: 1 day, 1:39:08 time: 0.1762 data_time: 0.0079 loss: 1.3270 2023/03/26 12:34:37 - mmengine - INFO - Epoch(train) [198][4000/5005] lr: 8.4091e-04 eta: 1 day, 1:38:50 time: 0.1767 data_time: 0.0077 loss: 1.1409 2023/03/26 12:34:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:34:56 - mmengine - INFO - Epoch(train) [198][4100/5005] lr: 8.4091e-04 eta: 1 day, 1:38:32 time: 0.1765 data_time: 0.0080 loss: 1.4186 2023/03/26 12:35:14 - mmengine - INFO - Epoch(train) [198][4200/5005] lr: 8.4091e-04 eta: 1 day, 1:38:14 time: 0.1766 data_time: 0.0077 loss: 1.1487 2023/03/26 12:35:32 - mmengine - INFO - Epoch(train) [198][4300/5005] lr: 8.4091e-04 eta: 1 day, 1:37:56 time: 0.1775 data_time: 0.0077 loss: 1.3708 2023/03/26 12:35:51 - mmengine - INFO - Epoch(train) [198][4400/5005] lr: 8.4091e-04 eta: 1 day, 1:37:38 time: 0.1771 data_time: 0.0077 loss: 1.1919 2023/03/26 12:36:09 - mmengine - INFO - Epoch(train) [198][4500/5005] lr: 8.4091e-04 eta: 1 day, 1:37:20 time: 0.1776 data_time: 0.0077 loss: 1.2588 2023/03/26 12:36:28 - mmengine - INFO - Epoch(train) [198][4600/5005] lr: 8.4091e-04 eta: 1 day, 1:37:02 time: 0.1791 data_time: 0.0079 loss: 1.2867 2023/03/26 12:36:46 - mmengine - INFO - Epoch(train) [198][4700/5005] lr: 8.4091e-04 eta: 1 day, 1:36:43 time: 0.1771 data_time: 0.0080 loss: 1.3108 2023/03/26 12:37:05 - mmengine - INFO - Epoch(train) [198][4800/5005] lr: 8.4091e-04 eta: 1 day, 1:36:25 time: 0.1777 data_time: 0.0078 loss: 1.2546 2023/03/26 12:37:23 - mmengine - INFO - Epoch(train) [198][4900/5005] lr: 8.4091e-04 eta: 1 day, 1:36:07 time: 0.1768 data_time: 0.0077 loss: 1.3645 2023/03/26 12:37:41 - mmengine - INFO - Epoch(train) [198][5000/5005] lr: 8.4091e-04 eta: 1 day, 1:35:49 time: 0.1756 data_time: 0.0084 loss: 1.2476 2023/03/26 12:37:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:37:42 - mmengine - INFO - Saving checkpoint at 198 epochs 2023/03/26 12:37:51 - mmengine - INFO - Epoch(val) [198][100/196] eta: 0:00:06 time: 0.0621 data_time: 0.0249 2023/03/26 12:38:20 - mmengine - INFO - Epoch(val) [198][196/196] accuracy/top1: 71.1960 accuracy/top5: 89.9500data_time: 0.0670 time: 0.1011 2023/03/26 12:38:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:38:39 - mmengine - INFO - Epoch(train) [199][ 100/5005] lr: 8.2409e-04 eta: 1 day, 1:35:30 time: 0.1787 data_time: 0.0079 loss: 1.2122 2023/03/26 12:38:58 - mmengine - INFO - Epoch(train) [199][ 200/5005] lr: 8.2409e-04 eta: 1 day, 1:35:12 time: 0.1776 data_time: 0.0077 loss: 0.9570 2023/03/26 12:39:16 - mmengine - INFO - Epoch(train) [199][ 300/5005] lr: 8.2409e-04 eta: 1 day, 1:34:54 time: 0.1769 data_time: 0.0079 loss: 1.3122 2023/03/26 12:39:35 - mmengine - INFO - Epoch(train) [199][ 400/5005] lr: 8.2409e-04 eta: 1 day, 1:34:36 time: 0.1769 data_time: 0.0079 loss: 1.1876 2023/03/26 12:39:53 - mmengine - INFO - Epoch(train) [199][ 500/5005] lr: 8.2409e-04 eta: 1 day, 1:34:18 time: 0.1770 data_time: 0.0079 loss: 1.2976 2023/03/26 12:40:12 - mmengine - INFO - Epoch(train) [199][ 600/5005] lr: 8.2409e-04 eta: 1 day, 1:34:00 time: 0.1763 data_time: 0.0077 loss: 1.2666 2023/03/26 12:40:30 - mmengine - INFO - Epoch(train) [199][ 700/5005] lr: 8.2409e-04 eta: 1 day, 1:33:42 time: 0.1767 data_time: 0.0076 loss: 1.2295 2023/03/26 12:40:48 - mmengine - INFO - Epoch(train) [199][ 800/5005] lr: 8.2409e-04 eta: 1 day, 1:33:24 time: 0.1761 data_time: 0.0079 loss: 1.0888 2023/03/26 12:41:07 - mmengine - INFO - Epoch(train) [199][ 900/5005] lr: 8.2409e-04 eta: 1 day, 1:33:06 time: 0.1783 data_time: 0.0075 loss: 1.3786 2023/03/26 12:41:25 - mmengine - INFO - Epoch(train) [199][1000/5005] lr: 8.2409e-04 eta: 1 day, 1:32:47 time: 0.1779 data_time: 0.0080 loss: 1.2079 2023/03/26 12:41:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:41:44 - mmengine - INFO - Epoch(train) [199][1100/5005] lr: 8.2409e-04 eta: 1 day, 1:32:29 time: 0.1774 data_time: 0.0078 loss: 1.2308 2023/03/26 12:42:02 - mmengine - INFO - Epoch(train) [199][1200/5005] lr: 8.2409e-04 eta: 1 day, 1:32:11 time: 0.1778 data_time: 0.0080 loss: 1.1562 2023/03/26 12:42:20 - mmengine - INFO - Epoch(train) [199][1300/5005] lr: 8.2409e-04 eta: 1 day, 1:31:53 time: 0.1767 data_time: 0.0078 loss: 1.3802 2023/03/26 12:42:39 - mmengine - INFO - Epoch(train) [199][1400/5005] lr: 8.2409e-04 eta: 1 day, 1:31:35 time: 0.2003 data_time: 0.0079 loss: 1.2792 2023/03/26 12:42:57 - mmengine - INFO - Epoch(train) [199][1500/5005] lr: 8.2409e-04 eta: 1 day, 1:31:17 time: 0.1810 data_time: 0.0083 loss: 1.0948 2023/03/26 12:43:16 - mmengine - INFO - Epoch(train) [199][1600/5005] lr: 8.2409e-04 eta: 1 day, 1:30:59 time: 0.1776 data_time: 0.0078 loss: 1.3541 2023/03/26 12:43:35 - mmengine - INFO - Epoch(train) [199][1700/5005] lr: 8.2409e-04 eta: 1 day, 1:30:41 time: 0.1786 data_time: 0.0078 loss: 1.1261 2023/03/26 12:43:53 - mmengine - INFO - Epoch(train) [199][1800/5005] lr: 8.2409e-04 eta: 1 day, 1:30:22 time: 0.1773 data_time: 0.0077 loss: 1.1801 2023/03/26 12:44:11 - mmengine - INFO - Epoch(train) [199][1900/5005] lr: 8.2409e-04 eta: 1 day, 1:30:04 time: 0.1752 data_time: 0.0083 loss: 1.4114 2023/03/26 12:44:30 - mmengine - INFO - Epoch(train) [199][2000/5005] lr: 8.2409e-04 eta: 1 day, 1:29:46 time: 0.1768 data_time: 0.0081 loss: 1.4255 2023/03/26 12:44:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:44:48 - mmengine - INFO - Epoch(train) [199][2100/5005] lr: 8.2409e-04 eta: 1 day, 1:29:28 time: 0.1785 data_time: 0.0079 loss: 1.0755 2023/03/26 12:45:07 - mmengine - INFO - Epoch(train) [199][2200/5005] lr: 8.2409e-04 eta: 1 day, 1:29:10 time: 0.1793 data_time: 0.0078 loss: 1.1456 2023/03/26 12:45:25 - mmengine - INFO - Epoch(train) [199][2300/5005] lr: 8.2409e-04 eta: 1 day, 1:28:52 time: 0.1770 data_time: 0.0077 loss: 1.2447 2023/03/26 12:45:44 - mmengine - INFO - Epoch(train) [199][2400/5005] lr: 8.2409e-04 eta: 1 day, 1:28:34 time: 0.2051 data_time: 0.0078 loss: 1.2246 2023/03/26 12:46:02 - mmengine - INFO - Epoch(train) [199][2500/5005] lr: 8.2409e-04 eta: 1 day, 1:28:16 time: 0.1779 data_time: 0.0078 loss: 1.2464 2023/03/26 12:46:21 - mmengine - INFO - Epoch(train) [199][2600/5005] lr: 8.2409e-04 eta: 1 day, 1:27:58 time: 0.1794 data_time: 0.0081 loss: 1.1735 2023/03/26 12:46:39 - mmengine - INFO - Epoch(train) [199][2700/5005] lr: 8.2409e-04 eta: 1 day, 1:27:40 time: 0.1786 data_time: 0.0078 loss: 1.0905 2023/03/26 12:46:58 - mmengine - INFO - Epoch(train) [199][2800/5005] lr: 8.2409e-04 eta: 1 day, 1:27:21 time: 0.1777 data_time: 0.0077 loss: 1.1417 2023/03/26 12:47:16 - mmengine - INFO - Epoch(train) [199][2900/5005] lr: 8.2409e-04 eta: 1 day, 1:27:03 time: 0.1792 data_time: 0.0076 loss: 1.1630 2023/03/26 12:47:34 - mmengine - INFO - Epoch(train) [199][3000/5005] lr: 8.2409e-04 eta: 1 day, 1:26:45 time: 0.1772 data_time: 0.0081 loss: 1.0202 2023/03/26 12:47:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:47:53 - mmengine - INFO - Epoch(train) [199][3100/5005] lr: 8.2409e-04 eta: 1 day, 1:26:27 time: 0.1777 data_time: 0.0083 loss: 1.2950 2023/03/26 12:48:12 - mmengine - INFO - Epoch(train) [199][3200/5005] lr: 8.2409e-04 eta: 1 day, 1:26:09 time: 0.1773 data_time: 0.0079 loss: 1.1872 2023/03/26 12:48:30 - mmengine - INFO - Epoch(train) [199][3300/5005] lr: 8.2409e-04 eta: 1 day, 1:25:51 time: 0.1770 data_time: 0.0080 loss: 1.2626 2023/03/26 12:48:49 - mmengine - INFO - Epoch(train) [199][3400/5005] lr: 8.2409e-04 eta: 1 day, 1:25:33 time: 0.1776 data_time: 0.0078 loss: 1.2499 2023/03/26 12:49:07 - mmengine - INFO - Epoch(train) [199][3500/5005] lr: 8.2409e-04 eta: 1 day, 1:25:15 time: 0.1778 data_time: 0.0081 loss: 1.1619 2023/03/26 12:49:26 - mmengine - INFO - Epoch(train) [199][3600/5005] lr: 8.2409e-04 eta: 1 day, 1:24:57 time: 0.1778 data_time: 0.0078 loss: 1.2350 2023/03/26 12:49:44 - mmengine - INFO - Epoch(train) [199][3700/5005] lr: 8.2409e-04 eta: 1 day, 1:24:38 time: 0.1774 data_time: 0.0079 loss: 1.2595 2023/03/26 12:50:02 - mmengine - INFO - Epoch(train) [199][3800/5005] lr: 8.2409e-04 eta: 1 day, 1:24:20 time: 0.1894 data_time: 0.0079 loss: 1.3267 2023/03/26 12:50:21 - mmengine - INFO - Epoch(train) [199][3900/5005] lr: 8.2409e-04 eta: 1 day, 1:24:02 time: 0.1808 data_time: 0.0081 loss: 1.2575 2023/03/26 12:50:39 - mmengine - INFO - Epoch(train) [199][4000/5005] lr: 8.2409e-04 eta: 1 day, 1:23:44 time: 0.1773 data_time: 0.0079 loss: 1.3074 2023/03/26 12:50:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:50:58 - mmengine - INFO - Epoch(train) [199][4100/5005] lr: 8.2409e-04 eta: 1 day, 1:23:26 time: 0.1768 data_time: 0.0079 loss: 1.3647 2023/03/26 12:51:16 - mmengine - INFO - Epoch(train) [199][4200/5005] lr: 8.2409e-04 eta: 1 day, 1:23:08 time: 0.1771 data_time: 0.0079 loss: 1.1765 2023/03/26 12:51:35 - mmengine - INFO - Epoch(train) [199][4300/5005] lr: 8.2409e-04 eta: 1 day, 1:22:50 time: 0.1771 data_time: 0.0078 loss: 1.2057 2023/03/26 12:51:53 - mmengine - INFO - Epoch(train) [199][4400/5005] lr: 8.2409e-04 eta: 1 day, 1:22:32 time: 0.1779 data_time: 0.0079 loss: 1.3066 2023/03/26 12:52:12 - mmengine - INFO - Epoch(train) [199][4500/5005] lr: 8.2409e-04 eta: 1 day, 1:22:14 time: 0.1771 data_time: 0.0077 loss: 1.2218 2023/03/26 12:52:30 - mmengine - INFO - Epoch(train) [199][4600/5005] lr: 8.2409e-04 eta: 1 day, 1:21:55 time: 0.1810 data_time: 0.0082 loss: 1.1720 2023/03/26 12:52:48 - mmengine - INFO - Epoch(train) [199][4700/5005] lr: 8.2409e-04 eta: 1 day, 1:21:37 time: 0.1775 data_time: 0.0079 loss: 1.1559 2023/03/26 12:53:07 - mmengine - INFO - Epoch(train) [199][4800/5005] lr: 8.2409e-04 eta: 1 day, 1:21:19 time: 0.1782 data_time: 0.0079 loss: 1.3360 2023/03/26 12:53:25 - mmengine - INFO - Epoch(train) [199][4900/5005] lr: 8.2409e-04 eta: 1 day, 1:21:01 time: 0.1787 data_time: 0.0078 loss: 1.1257 2023/03/26 12:53:44 - mmengine - INFO - Epoch(train) [199][5000/5005] lr: 8.2409e-04 eta: 1 day, 1:20:43 time: 0.1758 data_time: 0.0080 loss: 1.0967 2023/03/26 12:53:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:53:45 - mmengine - INFO - Saving checkpoint at 199 epochs 2023/03/26 12:53:54 - mmengine - INFO - Epoch(val) [199][100/196] eta: 0:00:07 time: 0.0622 data_time: 0.0246 2023/03/26 12:54:22 - mmengine - INFO - Epoch(val) [199][196/196] accuracy/top1: 71.2500 accuracy/top5: 89.9560data_time: 0.0642 time: 0.0973 2023/03/26 12:54:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:54:42 - mmengine - INFO - Epoch(train) [200][ 100/5005] lr: 8.0761e-04 eta: 1 day, 1:20:25 time: 0.1768 data_time: 0.0075 loss: 1.2904 2023/03/26 12:55:00 - mmengine - INFO - Epoch(train) [200][ 200/5005] lr: 8.0761e-04 eta: 1 day, 1:20:06 time: 0.1782 data_time: 0.0076 loss: 1.1162 2023/03/26 12:55:19 - mmengine - INFO - Epoch(train) [200][ 300/5005] lr: 8.0761e-04 eta: 1 day, 1:19:48 time: 0.1772 data_time: 0.0077 loss: 1.1819 2023/03/26 12:55:37 - mmengine - INFO - Epoch(train) [200][ 400/5005] lr: 8.0761e-04 eta: 1 day, 1:19:30 time: 0.1781 data_time: 0.0076 loss: 1.0535 2023/03/26 12:55:55 - mmengine - INFO - Epoch(train) [200][ 500/5005] lr: 8.0761e-04 eta: 1 day, 1:19:12 time: 0.1779 data_time: 0.0073 loss: 1.2943 2023/03/26 12:56:14 - mmengine - INFO - Epoch(train) [200][ 600/5005] lr: 8.0761e-04 eta: 1 day, 1:18:54 time: 0.1778 data_time: 0.0076 loss: 1.1499 2023/03/26 12:56:32 - mmengine - INFO - Epoch(train) [200][ 700/5005] lr: 8.0761e-04 eta: 1 day, 1:18:36 time: 0.1778 data_time: 0.0078 loss: 1.1343 2023/03/26 12:56:51 - mmengine - INFO - Epoch(train) [200][ 800/5005] lr: 8.0761e-04 eta: 1 day, 1:18:18 time: 0.1781 data_time: 0.0077 loss: 1.1567 2023/03/26 12:57:09 - mmengine - INFO - Epoch(train) [200][ 900/5005] lr: 8.0761e-04 eta: 1 day, 1:17:59 time: 0.1775 data_time: 0.0075 loss: 1.2725 2023/03/26 12:57:28 - mmengine - INFO - Epoch(train) [200][1000/5005] lr: 8.0761e-04 eta: 1 day, 1:17:42 time: 0.1785 data_time: 0.0076 loss: 1.3450 2023/03/26 12:57:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 12:57:46 - mmengine - INFO - Epoch(train) [200][1100/5005] lr: 8.0761e-04 eta: 1 day, 1:17:23 time: 0.1772 data_time: 0.0075 loss: 1.3511 2023/03/26 12:58:05 - mmengine - INFO - Epoch(train) [200][1200/5005] lr: 8.0761e-04 eta: 1 day, 1:17:05 time: 0.1790 data_time: 0.0079 loss: 1.1587 2023/03/26 12:58:23 - mmengine - INFO - Epoch(train) [200][1300/5005] lr: 8.0761e-04 eta: 1 day, 1:16:47 time: 0.1778 data_time: 0.0074 loss: 1.3815 2023/03/26 12:58:42 - mmengine - INFO - Epoch(train) [200][1400/5005] lr: 8.0761e-04 eta: 1 day, 1:16:29 time: 0.1780 data_time: 0.0076 loss: 1.2997 2023/03/26 12:59:00 - mmengine - INFO - Epoch(train) [200][1500/5005] lr: 8.0761e-04 eta: 1 day, 1:16:11 time: 0.1896 data_time: 0.0075 loss: 1.1503 2023/03/26 12:59:19 - mmengine - INFO - Epoch(train) [200][1600/5005] lr: 8.0761e-04 eta: 1 day, 1:15:53 time: 0.1769 data_time: 0.0074 loss: 1.0673 2023/03/26 12:59:37 - mmengine - INFO - Epoch(train) [200][1700/5005] lr: 8.0761e-04 eta: 1 day, 1:15:35 time: 0.1777 data_time: 0.0077 loss: 1.1371 2023/03/26 12:59:56 - mmengine - INFO - Epoch(train) [200][1800/5005] lr: 8.0761e-04 eta: 1 day, 1:15:17 time: 0.1775 data_time: 0.0074 loss: 1.3347 2023/03/26 13:00:14 - mmengine - INFO - Epoch(train) [200][1900/5005] lr: 8.0761e-04 eta: 1 day, 1:14:59 time: 0.1778 data_time: 0.0074 loss: 1.3872 2023/03/26 13:00:33 - mmengine - INFO - Epoch(train) [200][2000/5005] lr: 8.0761e-04 eta: 1 day, 1:14:41 time: 0.1787 data_time: 0.0076 loss: 1.3440 2023/03/26 13:00:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:00:52 - mmengine - INFO - Epoch(train) [200][2100/5005] lr: 8.0761e-04 eta: 1 day, 1:14:23 time: 0.1969 data_time: 0.0076 loss: 1.2295 2023/03/26 13:01:10 - mmengine - INFO - Epoch(train) [200][2200/5005] lr: 8.0761e-04 eta: 1 day, 1:14:05 time: 0.1779 data_time: 0.0074 loss: 1.1755 2023/03/26 13:01:28 - mmengine - INFO - Epoch(train) [200][2300/5005] lr: 8.0761e-04 eta: 1 day, 1:13:47 time: 0.1779 data_time: 0.0078 loss: 1.1485 2023/03/26 13:01:47 - mmengine - INFO - Epoch(train) [200][2400/5005] lr: 8.0761e-04 eta: 1 day, 1:13:29 time: 0.1775 data_time: 0.0076 loss: 1.3415 2023/03/26 13:02:05 - mmengine - INFO - Epoch(train) [200][2500/5005] lr: 8.0761e-04 eta: 1 day, 1:13:10 time: 0.1790 data_time: 0.0075 loss: 1.3588 2023/03/26 13:02:24 - mmengine - INFO - Epoch(train) [200][2600/5005] lr: 8.0761e-04 eta: 1 day, 1:12:52 time: 0.2030 data_time: 0.0078 loss: 1.1350 2023/03/26 13:02:42 - mmengine - INFO - Epoch(train) [200][2700/5005] lr: 8.0761e-04 eta: 1 day, 1:12:34 time: 0.1786 data_time: 0.0079 loss: 1.1827 2023/03/26 13:03:01 - mmengine - INFO - Epoch(train) [200][2800/5005] lr: 8.0761e-04 eta: 1 day, 1:12:16 time: 0.1787 data_time: 0.0078 loss: 1.3020 2023/03/26 13:03:20 - mmengine - INFO - Epoch(train) [200][2900/5005] lr: 8.0761e-04 eta: 1 day, 1:11:58 time: 0.1786 data_time: 0.0078 loss: 1.2145 2023/03/26 13:03:38 - mmengine - INFO - Epoch(train) [200][3000/5005] lr: 8.0761e-04 eta: 1 day, 1:11:40 time: 0.1777 data_time: 0.0074 loss: 1.0902 2023/03/26 13:03:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:03:57 - mmengine - INFO - Epoch(train) [200][3100/5005] lr: 8.0761e-04 eta: 1 day, 1:11:22 time: 0.1787 data_time: 0.0077 loss: 1.2284 2023/03/26 13:04:15 - mmengine - INFO - Epoch(train) [200][3200/5005] lr: 8.0761e-04 eta: 1 day, 1:11:04 time: 0.1779 data_time: 0.0078 loss: 1.3627 2023/03/26 13:04:34 - mmengine - INFO - Epoch(train) [200][3300/5005] lr: 8.0761e-04 eta: 1 day, 1:10:46 time: 0.1779 data_time: 0.0076 loss: 1.2583 2023/03/26 13:04:52 - mmengine - INFO - Epoch(train) [200][3400/5005] lr: 8.0761e-04 eta: 1 day, 1:10:28 time: 0.1785 data_time: 0.0075 loss: 1.3403 2023/03/26 13:05:11 - mmengine - INFO - Epoch(train) [200][3500/5005] lr: 8.0761e-04 eta: 1 day, 1:10:10 time: 0.1799 data_time: 0.0074 loss: 1.3108 2023/03/26 13:05:29 - mmengine - INFO - Epoch(train) [200][3600/5005] lr: 8.0761e-04 eta: 1 day, 1:09:52 time: 0.1787 data_time: 0.0075 loss: 1.2628 2023/03/26 13:05:48 - mmengine - INFO - Epoch(train) [200][3700/5005] lr: 8.0761e-04 eta: 1 day, 1:09:34 time: 0.1783 data_time: 0.0075 loss: 1.1042 2023/03/26 13:06:06 - mmengine - INFO - Epoch(train) [200][3800/5005] lr: 8.0761e-04 eta: 1 day, 1:09:16 time: 0.1773 data_time: 0.0078 loss: 1.0333 2023/03/26 13:06:25 - mmengine - INFO - Epoch(train) [200][3900/5005] lr: 8.0761e-04 eta: 1 day, 1:08:58 time: 0.1780 data_time: 0.0078 loss: 1.2643 2023/03/26 13:06:43 - mmengine - INFO - Epoch(train) [200][4000/5005] lr: 8.0761e-04 eta: 1 day, 1:08:40 time: 0.1784 data_time: 0.0079 loss: 1.2212 2023/03/26 13:06:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:07:02 - mmengine - INFO - Epoch(train) [200][4100/5005] lr: 8.0761e-04 eta: 1 day, 1:08:21 time: 0.1770 data_time: 0.0083 loss: 1.1828 2023/03/26 13:07:20 - mmengine - INFO - Epoch(train) [200][4200/5005] lr: 8.0761e-04 eta: 1 day, 1:08:03 time: 0.1771 data_time: 0.0082 loss: 1.3151 2023/03/26 13:07:39 - mmengine - INFO - Epoch(train) [200][4300/5005] lr: 8.0761e-04 eta: 1 day, 1:07:45 time: 0.1949 data_time: 0.0080 loss: 1.0757 2023/03/26 13:07:57 - mmengine - INFO - Epoch(train) [200][4400/5005] lr: 8.0761e-04 eta: 1 day, 1:07:27 time: 0.1766 data_time: 0.0085 loss: 1.1556 2023/03/26 13:08:15 - mmengine - INFO - Epoch(train) [200][4500/5005] lr: 8.0761e-04 eta: 1 day, 1:07:09 time: 0.1767 data_time: 0.0083 loss: 1.0044 2023/03/26 13:08:34 - mmengine - INFO - Epoch(train) [200][4600/5005] lr: 8.0761e-04 eta: 1 day, 1:06:51 time: 0.1765 data_time: 0.0084 loss: 1.2719 2023/03/26 13:08:52 - mmengine - INFO - Epoch(train) [200][4700/5005] lr: 8.0761e-04 eta: 1 day, 1:06:32 time: 0.1769 data_time: 0.0081 loss: 1.2589 2023/03/26 13:09:10 - mmengine - INFO - Epoch(train) [200][4800/5005] lr: 8.0761e-04 eta: 1 day, 1:06:14 time: 0.1755 data_time: 0.0081 loss: 1.1823 2023/03/26 13:09:29 - mmengine - INFO - Epoch(train) [200][4900/5005] lr: 8.0761e-04 eta: 1 day, 1:05:56 time: 0.1765 data_time: 0.0083 loss: 1.3029 2023/03/26 13:09:47 - mmengine - INFO - Epoch(train) [200][5000/5005] lr: 8.0761e-04 eta: 1 day, 1:05:38 time: 0.1741 data_time: 0.0084 loss: 1.2354 2023/03/26 13:09:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:09:48 - mmengine - INFO - Saving checkpoint at 200 epochs 2023/03/26 13:09:57 - mmengine - INFO - Epoch(val) [200][100/196] eta: 0:00:07 time: 0.0641 data_time: 0.0266 2023/03/26 13:10:25 - mmengine - INFO - Epoch(val) [200][196/196] accuracy/top1: 71.1140 accuracy/top5: 89.9780data_time: 0.0681 time: 0.1015 2023/03/26 13:10:45 - mmengine - INFO - Epoch(train) [201][ 100/5005] lr: 7.9146e-04 eta: 1 day, 1:05:19 time: 0.1761 data_time: 0.0081 loss: 1.2465 2023/03/26 13:11:03 - mmengine - INFO - Epoch(train) [201][ 200/5005] lr: 7.9146e-04 eta: 1 day, 1:05:01 time: 0.1766 data_time: 0.0081 loss: 1.0830 2023/03/26 13:11:22 - mmengine - INFO - Epoch(train) [201][ 300/5005] lr: 7.9146e-04 eta: 1 day, 1:04:43 time: 0.1758 data_time: 0.0082 loss: 1.3146 2023/03/26 13:11:40 - mmengine - INFO - Epoch(train) [201][ 400/5005] lr: 7.9146e-04 eta: 1 day, 1:04:25 time: 0.1754 data_time: 0.0083 loss: 1.0945 2023/03/26 13:11:59 - mmengine - INFO - Epoch(train) [201][ 500/5005] lr: 7.9146e-04 eta: 1 day, 1:04:07 time: 0.1767 data_time: 0.0081 loss: 1.1815 2023/03/26 13:12:17 - mmengine - INFO - Epoch(train) [201][ 600/5005] lr: 7.9146e-04 eta: 1 day, 1:03:49 time: 0.1748 data_time: 0.0076 loss: 1.2003 2023/03/26 13:12:35 - mmengine - INFO - Epoch(train) [201][ 700/5005] lr: 7.9146e-04 eta: 1 day, 1:03:31 time: 0.1762 data_time: 0.0080 loss: 1.2817 2023/03/26 13:12:54 - mmengine - INFO - Epoch(train) [201][ 800/5005] lr: 7.9146e-04 eta: 1 day, 1:03:12 time: 0.1760 data_time: 0.0082 loss: 1.0725 2023/03/26 13:13:12 - mmengine - INFO - Epoch(train) [201][ 900/5005] lr: 7.9146e-04 eta: 1 day, 1:02:54 time: 0.1759 data_time: 0.0082 loss: 1.0385 2023/03/26 13:13:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:13:31 - mmengine - INFO - Epoch(train) [201][1000/5005] lr: 7.9146e-04 eta: 1 day, 1:02:36 time: 0.1765 data_time: 0.0082 loss: 1.2349 2023/03/26 13:13:49 - mmengine - INFO - Epoch(train) [201][1100/5005] lr: 7.9146e-04 eta: 1 day, 1:02:18 time: 0.1772 data_time: 0.0081 loss: 1.2005 2023/03/26 13:14:08 - mmengine - INFO - Epoch(train) [201][1200/5005] lr: 7.9146e-04 eta: 1 day, 1:02:00 time: 0.1764 data_time: 0.0081 loss: 1.2700 2023/03/26 13:14:26 - mmengine - INFO - Epoch(train) [201][1300/5005] lr: 7.9146e-04 eta: 1 day, 1:01:42 time: 0.1760 data_time: 0.0081 loss: 1.2971 2023/03/26 13:14:44 - mmengine - INFO - Epoch(train) [201][1400/5005] lr: 7.9146e-04 eta: 1 day, 1:01:23 time: 0.1763 data_time: 0.0082 loss: 1.0945 2023/03/26 13:15:03 - mmengine - INFO - Epoch(train) [201][1500/5005] lr: 7.9146e-04 eta: 1 day, 1:01:05 time: 0.1756 data_time: 0.0083 loss: 1.2029 2023/03/26 13:15:21 - mmengine - INFO - Epoch(train) [201][1600/5005] lr: 7.9146e-04 eta: 1 day, 1:00:47 time: 0.1900 data_time: 0.0082 loss: 1.0582 2023/03/26 13:15:39 - mmengine - INFO - Epoch(train) [201][1700/5005] lr: 7.9146e-04 eta: 1 day, 1:00:29 time: 0.1769 data_time: 0.0084 loss: 1.2221 2023/03/26 13:15:58 - mmengine - INFO - Epoch(train) [201][1800/5005] lr: 7.9146e-04 eta: 1 day, 1:00:11 time: 0.1761 data_time: 0.0081 loss: 1.0752 2023/03/26 13:16:17 - mmengine - INFO - Epoch(train) [201][1900/5005] lr: 7.9146e-04 eta: 1 day, 0:59:53 time: 0.1766 data_time: 0.0081 loss: 1.3898 2023/03/26 13:16:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:16:35 - mmengine - INFO - Epoch(train) [201][2000/5005] lr: 7.9146e-04 eta: 1 day, 0:59:35 time: 0.1762 data_time: 0.0081 loss: 1.2709 2023/03/26 13:16:53 - mmengine - INFO - Epoch(train) [201][2100/5005] lr: 7.9146e-04 eta: 1 day, 0:59:16 time: 0.1764 data_time: 0.0080 loss: 1.2252 2023/03/26 13:17:11 - mmengine - INFO - Epoch(train) [201][2200/5005] lr: 7.9146e-04 eta: 1 day, 0:58:58 time: 0.1764 data_time: 0.0084 loss: 1.1940 2023/03/26 13:17:30 - mmengine - INFO - Epoch(train) [201][2300/5005] lr: 7.9146e-04 eta: 1 day, 0:58:40 time: 0.1770 data_time: 0.0081 loss: 1.2783 2023/03/26 13:17:48 - mmengine - INFO - Epoch(train) [201][2400/5005] lr: 7.9146e-04 eta: 1 day, 0:58:22 time: 0.1770 data_time: 0.0078 loss: 1.3715 2023/03/26 13:18:07 - mmengine - INFO - Epoch(train) [201][2500/5005] lr: 7.9146e-04 eta: 1 day, 0:58:04 time: 0.1767 data_time: 0.0082 loss: 1.3235 2023/03/26 13:18:25 - mmengine - INFO - Epoch(train) [201][2600/5005] lr: 7.9146e-04 eta: 1 day, 0:57:46 time: 0.1763 data_time: 0.0082 loss: 1.3334 2023/03/26 13:18:44 - mmengine - INFO - Epoch(train) [201][2700/5005] lr: 7.9146e-04 eta: 1 day, 0:57:28 time: 0.1771 data_time: 0.0081 loss: 1.3140 2023/03/26 13:19:02 - mmengine - INFO - Epoch(train) [201][2800/5005] lr: 7.9146e-04 eta: 1 day, 0:57:09 time: 0.1762 data_time: 0.0081 loss: 1.3050 2023/03/26 13:19:21 - mmengine - INFO - Epoch(train) [201][2900/5005] lr: 7.9146e-04 eta: 1 day, 0:56:51 time: 0.1767 data_time: 0.0082 loss: 1.1311 2023/03/26 13:19:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:19:39 - mmengine - INFO - Epoch(train) [201][3000/5005] lr: 7.9146e-04 eta: 1 day, 0:56:33 time: 0.1756 data_time: 0.0078 loss: 1.1292 2023/03/26 13:19:57 - mmengine - INFO - Epoch(train) [201][3100/5005] lr: 7.9146e-04 eta: 1 day, 0:56:15 time: 0.1772 data_time: 0.0081 loss: 1.2835 2023/03/26 13:20:16 - mmengine - INFO - Epoch(train) [201][3200/5005] lr: 7.9146e-04 eta: 1 day, 0:55:57 time: 0.1756 data_time: 0.0080 loss: 1.0571 2023/03/26 13:20:34 - mmengine - INFO - Epoch(train) [201][3300/5005] lr: 7.9146e-04 eta: 1 day, 0:55:39 time: 0.1766 data_time: 0.0081 loss: 1.2504 2023/03/26 13:20:53 - mmengine - INFO - Epoch(train) [201][3400/5005] lr: 7.9146e-04 eta: 1 day, 0:55:20 time: 0.1760 data_time: 0.0081 loss: 1.3116 2023/03/26 13:21:11 - mmengine - INFO - Epoch(train) [201][3500/5005] lr: 7.9146e-04 eta: 1 day, 0:55:02 time: 0.1761 data_time: 0.0084 loss: 1.1692 2023/03/26 13:21:29 - mmengine - INFO - Epoch(train) [201][3600/5005] lr: 7.9146e-04 eta: 1 day, 0:54:44 time: 0.1766 data_time: 0.0081 loss: 1.1203 2023/03/26 13:21:48 - mmengine - INFO - Epoch(train) [201][3700/5005] lr: 7.9146e-04 eta: 1 day, 0:54:26 time: 0.1761 data_time: 0.0083 loss: 1.1534 2023/03/26 13:22:06 - mmengine - INFO - Epoch(train) [201][3800/5005] lr: 7.9146e-04 eta: 1 day, 0:54:08 time: 0.1760 data_time: 0.0081 loss: 1.2303 2023/03/26 13:22:24 - mmengine - INFO - Epoch(train) [201][3900/5005] lr: 7.9146e-04 eta: 1 day, 0:53:50 time: 0.1753 data_time: 0.0077 loss: 1.2962 2023/03/26 13:22:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:22:43 - mmengine - INFO - Epoch(train) [201][4000/5005] lr: 7.9146e-04 eta: 1 day, 0:53:31 time: 0.1750 data_time: 0.0080 loss: 1.2324 2023/03/26 13:23:02 - mmengine - INFO - Epoch(train) [201][4100/5005] lr: 7.9146e-04 eta: 1 day, 0:53:13 time: 0.1771 data_time: 0.0080 loss: 1.0816 2023/03/26 13:23:20 - mmengine - INFO - Epoch(train) [201][4200/5005] lr: 7.9146e-04 eta: 1 day, 0:52:55 time: 0.2004 data_time: 0.0082 loss: 1.1154 2023/03/26 13:23:38 - mmengine - INFO - Epoch(train) [201][4300/5005] lr: 7.9146e-04 eta: 1 day, 0:52:37 time: 0.1756 data_time: 0.0080 loss: 1.3536 2023/03/26 13:23:57 - mmengine - INFO - Epoch(train) [201][4400/5005] lr: 7.9146e-04 eta: 1 day, 0:52:19 time: 0.1770 data_time: 0.0082 loss: 1.2498 2023/03/26 13:24:15 - mmengine - INFO - Epoch(train) [201][4500/5005] lr: 7.9146e-04 eta: 1 day, 0:52:01 time: 0.1773 data_time: 0.0082 loss: 1.2517 2023/03/26 13:24:34 - mmengine - INFO - Epoch(train) [201][4600/5005] lr: 7.9146e-04 eta: 1 day, 0:51:43 time: 0.1759 data_time: 0.0080 loss: 1.0909 2023/03/26 13:24:52 - mmengine - INFO - Epoch(train) [201][4700/5005] lr: 7.9146e-04 eta: 1 day, 0:51:25 time: 0.1786 data_time: 0.0083 loss: 1.3291 2023/03/26 13:25:11 - mmengine - INFO - Epoch(train) [201][4800/5005] lr: 7.9146e-04 eta: 1 day, 0:51:06 time: 0.1752 data_time: 0.0079 loss: 1.2488 2023/03/26 13:25:29 - mmengine - INFO - Epoch(train) [201][4900/5005] lr: 7.9146e-04 eta: 1 day, 0:50:48 time: 0.1783 data_time: 0.0081 loss: 1.3679 2023/03/26 13:25:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:25:47 - mmengine - INFO - Epoch(train) [201][5000/5005] lr: 7.9146e-04 eta: 1 day, 0:50:30 time: 0.1739 data_time: 0.0085 loss: 1.2555 2023/03/26 13:25:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:25:49 - mmengine - INFO - Saving checkpoint at 201 epochs 2023/03/26 13:25:57 - mmengine - INFO - Epoch(val) [201][100/196] eta: 0:00:06 time: 0.0621 data_time: 0.0248 2023/03/26 13:26:26 - mmengine - INFO - Epoch(val) [201][196/196] accuracy/top1: 71.2060 accuracy/top5: 89.9600data_time: 0.0674 time: 0.1006 2023/03/26 13:26:46 - mmengine - INFO - Epoch(train) [202][ 100/5005] lr: 7.7563e-04 eta: 1 day, 0:50:12 time: 0.1759 data_time: 0.0081 loss: 1.2815 2023/03/26 13:27:04 - mmengine - INFO - Epoch(train) [202][ 200/5005] lr: 7.7563e-04 eta: 1 day, 0:49:53 time: 0.1771 data_time: 0.0080 loss: 1.2139 2023/03/26 13:27:22 - mmengine - INFO - Epoch(train) [202][ 300/5005] lr: 7.7563e-04 eta: 1 day, 0:49:35 time: 0.1755 data_time: 0.0082 loss: 1.2281 2023/03/26 13:27:41 - mmengine - INFO - Epoch(train) [202][ 400/5005] lr: 7.7563e-04 eta: 1 day, 0:49:17 time: 0.1765 data_time: 0.0083 loss: 1.1458 2023/03/26 13:27:59 - mmengine - INFO - Epoch(train) [202][ 500/5005] lr: 7.7563e-04 eta: 1 day, 0:48:59 time: 0.1773 data_time: 0.0083 loss: 1.2594 2023/03/26 13:28:17 - mmengine - INFO - Epoch(train) [202][ 600/5005] lr: 7.7563e-04 eta: 1 day, 0:48:41 time: 0.1780 data_time: 0.0084 loss: 1.1767 2023/03/26 13:28:36 - mmengine - INFO - Epoch(train) [202][ 700/5005] lr: 7.7563e-04 eta: 1 day, 0:48:22 time: 0.1770 data_time: 0.0086 loss: 1.1406 2023/03/26 13:28:54 - mmengine - INFO - Epoch(train) [202][ 800/5005] lr: 7.7563e-04 eta: 1 day, 0:48:04 time: 0.1753 data_time: 0.0081 loss: 1.2770 2023/03/26 13:29:13 - mmengine - INFO - Epoch(train) [202][ 900/5005] lr: 7.7563e-04 eta: 1 day, 0:47:46 time: 0.1770 data_time: 0.0083 loss: 1.1417 2023/03/26 13:29:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:29:31 - mmengine - INFO - Epoch(train) [202][1000/5005] lr: 7.7563e-04 eta: 1 day, 0:47:28 time: 0.1753 data_time: 0.0080 loss: 1.1735 2023/03/26 13:29:50 - mmengine - INFO - Epoch(train) [202][1100/5005] lr: 7.7563e-04 eta: 1 day, 0:47:10 time: 0.1761 data_time: 0.0082 loss: 1.3573 2023/03/26 13:30:08 - mmengine - INFO - Epoch(train) [202][1200/5005] lr: 7.7563e-04 eta: 1 day, 0:46:52 time: 0.1752 data_time: 0.0081 loss: 1.1967 2023/03/26 13:30:26 - mmengine - INFO - Epoch(train) [202][1300/5005] lr: 7.7563e-04 eta: 1 day, 0:46:34 time: 0.1771 data_time: 0.0082 loss: 1.2763 2023/03/26 13:30:45 - mmengine - INFO - Epoch(train) [202][1400/5005] lr: 7.7563e-04 eta: 1 day, 0:46:16 time: 0.1882 data_time: 0.0080 loss: 1.2796 2023/03/26 13:31:04 - mmengine - INFO - Epoch(train) [202][1500/5005] lr: 7.7563e-04 eta: 1 day, 0:45:58 time: 0.1761 data_time: 0.0080 loss: 1.4093 2023/03/26 13:31:22 - mmengine - INFO - Epoch(train) [202][1600/5005] lr: 7.7563e-04 eta: 1 day, 0:45:39 time: 0.1764 data_time: 0.0082 loss: 1.2530 2023/03/26 13:31:40 - mmengine - INFO - Epoch(train) [202][1700/5005] lr: 7.7563e-04 eta: 1 day, 0:45:21 time: 0.1771 data_time: 0.0081 loss: 1.2740 2023/03/26 13:31:59 - mmengine - INFO - Epoch(train) [202][1800/5005] lr: 7.7563e-04 eta: 1 day, 0:45:03 time: 0.1781 data_time: 0.0085 loss: 1.1719 2023/03/26 13:32:17 - mmengine - INFO - Epoch(train) [202][1900/5005] lr: 7.7563e-04 eta: 1 day, 0:44:45 time: 0.1768 data_time: 0.0081 loss: 1.3909 2023/03/26 13:32:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:32:36 - mmengine - INFO - Epoch(train) [202][2000/5005] lr: 7.7563e-04 eta: 1 day, 0:44:27 time: 0.1759 data_time: 0.0078 loss: 1.3398 2023/03/26 13:32:54 - mmengine - INFO - Epoch(train) [202][2100/5005] lr: 7.7563e-04 eta: 1 day, 0:44:09 time: 0.2017 data_time: 0.0079 loss: 1.3389 2023/03/26 13:33:13 - mmengine - INFO - Epoch(train) [202][2200/5005] lr: 7.7563e-04 eta: 1 day, 0:43:50 time: 0.1775 data_time: 0.0082 loss: 1.1092 2023/03/26 13:33:31 - mmengine - INFO - Epoch(train) [202][2300/5005] lr: 7.7563e-04 eta: 1 day, 0:43:32 time: 0.1759 data_time: 0.0082 loss: 1.0649 2023/03/26 13:33:49 - mmengine - INFO - Epoch(train) [202][2400/5005] lr: 7.7563e-04 eta: 1 day, 0:43:14 time: 0.1761 data_time: 0.0083 loss: 1.0310 2023/03/26 13:34:08 - mmengine - INFO - Epoch(train) [202][2500/5005] lr: 7.7563e-04 eta: 1 day, 0:42:56 time: 0.1771 data_time: 0.0082 loss: 1.3564 2023/03/26 13:34:26 - mmengine - INFO - Epoch(train) [202][2600/5005] lr: 7.7563e-04 eta: 1 day, 0:42:38 time: 0.1775 data_time: 0.0081 loss: 1.3056 2023/03/26 13:34:44 - mmengine - INFO - Epoch(train) [202][2700/5005] lr: 7.7563e-04 eta: 1 day, 0:42:20 time: 0.1762 data_time: 0.0082 loss: 1.1362 2023/03/26 13:35:03 - mmengine - INFO - Epoch(train) [202][2800/5005] lr: 7.7563e-04 eta: 1 day, 0:42:01 time: 0.1773 data_time: 0.0083 loss: 1.2097 2023/03/26 13:35:21 - mmengine - INFO - Epoch(train) [202][2900/5005] lr: 7.7563e-04 eta: 1 day, 0:41:43 time: 0.1773 data_time: 0.0082 loss: 1.0487 2023/03/26 13:35:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:35:40 - mmengine - INFO - Epoch(train) [202][3000/5005] lr: 7.7563e-04 eta: 1 day, 0:41:25 time: 0.1778 data_time: 0.0081 loss: 1.3613 2023/03/26 13:35:59 - mmengine - INFO - Epoch(train) [202][3100/5005] lr: 7.7563e-04 eta: 1 day, 0:41:07 time: 0.1774 data_time: 0.0086 loss: 1.5087 2023/03/26 13:36:17 - mmengine - INFO - Epoch(train) [202][3200/5005] lr: 7.7563e-04 eta: 1 day, 0:40:49 time: 0.1769 data_time: 0.0079 loss: 1.3282 2023/03/26 13:36:35 - mmengine - INFO - Epoch(train) [202][3300/5005] lr: 7.7563e-04 eta: 1 day, 0:40:31 time: 0.1761 data_time: 0.0082 loss: 1.2473 2023/03/26 13:36:53 - mmengine - INFO - Epoch(train) [202][3400/5005] lr: 7.7563e-04 eta: 1 day, 0:40:13 time: 0.1775 data_time: 0.0083 loss: 1.2612 2023/03/26 13:37:12 - mmengine - INFO - Epoch(train) [202][3500/5005] lr: 7.7563e-04 eta: 1 day, 0:39:55 time: 0.1772 data_time: 0.0083 loss: 1.2205 2023/03/26 13:37:30 - mmengine - INFO - Epoch(train) [202][3600/5005] lr: 7.7563e-04 eta: 1 day, 0:39:36 time: 0.1763 data_time: 0.0080 loss: 1.3475 2023/03/26 13:37:49 - mmengine - INFO - Epoch(train) [202][3700/5005] lr: 7.7563e-04 eta: 1 day, 0:39:18 time: 0.1779 data_time: 0.0083 loss: 1.1908 2023/03/26 13:38:07 - mmengine - INFO - Epoch(train) [202][3800/5005] lr: 7.7563e-04 eta: 1 day, 0:39:00 time: 0.1770 data_time: 0.0083 loss: 1.3291 2023/03/26 13:38:26 - mmengine - INFO - Epoch(train) [202][3900/5005] lr: 7.7563e-04 eta: 1 day, 0:38:42 time: 0.2035 data_time: 0.0078 loss: 1.2837 2023/03/26 13:38:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:38:44 - mmengine - INFO - Epoch(train) [202][4000/5005] lr: 7.7563e-04 eta: 1 day, 0:38:24 time: 0.1766 data_time: 0.0083 loss: 1.1279 2023/03/26 13:39:02 - mmengine - INFO - Epoch(train) [202][4100/5005] lr: 7.7563e-04 eta: 1 day, 0:38:06 time: 0.1757 data_time: 0.0082 loss: 1.2076 2023/03/26 13:39:21 - mmengine - INFO - Epoch(train) [202][4200/5005] lr: 7.7563e-04 eta: 1 day, 0:37:48 time: 0.1763 data_time: 0.0081 loss: 0.8988 2023/03/26 13:39:39 - mmengine - INFO - Epoch(train) [202][4300/5005] lr: 7.7563e-04 eta: 1 day, 0:37:29 time: 0.1993 data_time: 0.0079 loss: 1.2125 2023/03/26 13:39:58 - mmengine - INFO - Epoch(train) [202][4400/5005] lr: 7.7563e-04 eta: 1 day, 0:37:11 time: 0.1768 data_time: 0.0081 loss: 1.2209 2023/03/26 13:40:16 - mmengine - INFO - Epoch(train) [202][4500/5005] lr: 7.7563e-04 eta: 1 day, 0:36:53 time: 0.1761 data_time: 0.0086 loss: 1.3630 2023/03/26 13:40:34 - mmengine - INFO - Epoch(train) [202][4600/5005] lr: 7.7563e-04 eta: 1 day, 0:36:35 time: 0.1764 data_time: 0.0082 loss: 1.2553 2023/03/26 13:40:53 - mmengine - INFO - Epoch(train) [202][4700/5005] lr: 7.7563e-04 eta: 1 day, 0:36:17 time: 0.1765 data_time: 0.0082 loss: 1.1904 2023/03/26 13:41:11 - mmengine - INFO - Epoch(train) [202][4800/5005] lr: 7.7563e-04 eta: 1 day, 0:35:59 time: 0.1761 data_time: 0.0081 loss: 1.3137 2023/03/26 13:41:30 - mmengine - INFO - Epoch(train) [202][4900/5005] lr: 7.7563e-04 eta: 1 day, 0:35:41 time: 0.1762 data_time: 0.0081 loss: 1.1614 2023/03/26 13:41:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:41:48 - mmengine - INFO - Epoch(train) [202][5000/5005] lr: 7.7563e-04 eta: 1 day, 0:35:22 time: 0.1732 data_time: 0.0084 loss: 1.1478 2023/03/26 13:41:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:41:50 - mmengine - INFO - Saving checkpoint at 202 epochs 2023/03/26 13:41:58 - mmengine - INFO - Epoch(val) [202][100/196] eta: 0:00:06 time: 0.0624 data_time: 0.0261 2023/03/26 13:42:27 - mmengine - INFO - Epoch(val) [202][196/196] accuracy/top1: 71.2520 accuracy/top5: 90.0440data_time: 0.0690 time: 0.1019 2023/03/26 13:42:46 - mmengine - INFO - Epoch(train) [203][ 100/5005] lr: 7.6012e-04 eta: 1 day, 0:35:04 time: 0.1755 data_time: 0.0082 loss: 1.1732 2023/03/26 13:43:05 - mmengine - INFO - Epoch(train) [203][ 200/5005] lr: 7.6012e-04 eta: 1 day, 0:34:46 time: 0.1950 data_time: 0.0084 loss: 1.2958 2023/03/26 13:43:23 - mmengine - INFO - Epoch(train) [203][ 300/5005] lr: 7.6012e-04 eta: 1 day, 0:34:28 time: 0.1762 data_time: 0.0079 loss: 1.3262 2023/03/26 13:43:42 - mmengine - INFO - Epoch(train) [203][ 400/5005] lr: 7.6012e-04 eta: 1 day, 0:34:09 time: 0.1744 data_time: 0.0086 loss: 1.2644 2023/03/26 13:44:00 - mmengine - INFO - Epoch(train) [203][ 500/5005] lr: 7.6012e-04 eta: 1 day, 0:33:51 time: 0.1764 data_time: 0.0086 loss: 1.2270 2023/03/26 13:44:18 - mmengine - INFO - Epoch(train) [203][ 600/5005] lr: 7.6012e-04 eta: 1 day, 0:33:33 time: 0.1762 data_time: 0.0085 loss: 1.1251 2023/03/26 13:44:37 - mmengine - INFO - Epoch(train) [203][ 700/5005] lr: 7.6012e-04 eta: 1 day, 0:33:15 time: 0.1755 data_time: 0.0082 loss: 1.2510 2023/03/26 13:44:55 - mmengine - INFO - Epoch(train) [203][ 800/5005] lr: 7.6012e-04 eta: 1 day, 0:32:57 time: 0.1767 data_time: 0.0081 loss: 1.0779 2023/03/26 13:45:14 - mmengine - INFO - Epoch(train) [203][ 900/5005] lr: 7.6012e-04 eta: 1 day, 0:32:39 time: 0.1765 data_time: 0.0080 loss: 1.3088 2023/03/26 13:45:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:45:32 - mmengine - INFO - Epoch(train) [203][1000/5005] lr: 7.6012e-04 eta: 1 day, 0:32:20 time: 0.1761 data_time: 0.0084 loss: 1.2881 2023/03/26 13:45:50 - mmengine - INFO - Epoch(train) [203][1100/5005] lr: 7.6012e-04 eta: 1 day, 0:32:02 time: 0.1764 data_time: 0.0082 loss: 1.3447 2023/03/26 13:46:09 - mmengine - INFO - Epoch(train) [203][1200/5005] lr: 7.6012e-04 eta: 1 day, 0:31:44 time: 0.1757 data_time: 0.0083 loss: 1.3165 2023/03/26 13:46:27 - mmengine - INFO - Epoch(train) [203][1300/5005] lr: 7.6012e-04 eta: 1 day, 0:31:26 time: 0.1764 data_time: 0.0082 loss: 1.2505 2023/03/26 13:46:45 - mmengine - INFO - Epoch(train) [203][1400/5005] lr: 7.6012e-04 eta: 1 day, 0:31:08 time: 0.1778 data_time: 0.0085 loss: 1.2214 2023/03/26 13:47:04 - mmengine - INFO - Epoch(train) [203][1500/5005] lr: 7.6012e-04 eta: 1 day, 0:30:50 time: 0.1755 data_time: 0.0083 loss: 1.1307 2023/03/26 13:47:22 - mmengine - INFO - Epoch(train) [203][1600/5005] lr: 7.6012e-04 eta: 1 day, 0:30:31 time: 0.1763 data_time: 0.0083 loss: 1.2774 2023/03/26 13:47:40 - mmengine - INFO - Epoch(train) [203][1700/5005] lr: 7.6012e-04 eta: 1 day, 0:30:13 time: 0.1761 data_time: 0.0084 loss: 1.1024 2023/03/26 13:47:59 - mmengine - INFO - Epoch(train) [203][1800/5005] lr: 7.6012e-04 eta: 1 day, 0:29:55 time: 0.1763 data_time: 0.0084 loss: 1.0256 2023/03/26 13:48:18 - mmengine - INFO - Epoch(train) [203][1900/5005] lr: 7.6012e-04 eta: 1 day, 0:29:37 time: 0.1755 data_time: 0.0081 loss: 1.2581 2023/03/26 13:48:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:48:36 - mmengine - INFO - Epoch(train) [203][2000/5005] lr: 7.6012e-04 eta: 1 day, 0:29:19 time: 0.1781 data_time: 0.0082 loss: 1.0641 2023/03/26 13:48:54 - mmengine - INFO - Epoch(train) [203][2100/5005] lr: 7.6012e-04 eta: 1 day, 0:29:01 time: 0.1769 data_time: 0.0084 loss: 1.2057 2023/03/26 13:49:13 - mmengine - INFO - Epoch(train) [203][2200/5005] lr: 7.6012e-04 eta: 1 day, 0:28:43 time: 0.1770 data_time: 0.0082 loss: 1.4811 2023/03/26 13:49:31 - mmengine - INFO - Epoch(train) [203][2300/5005] lr: 7.6012e-04 eta: 1 day, 0:28:24 time: 0.1766 data_time: 0.0086 loss: 1.4860 2023/03/26 13:49:50 - mmengine - INFO - Epoch(train) [203][2400/5005] lr: 7.6012e-04 eta: 1 day, 0:28:06 time: 0.1768 data_time: 0.0083 loss: 1.2252 2023/03/26 13:50:08 - mmengine - INFO - Epoch(train) [203][2500/5005] lr: 7.6012e-04 eta: 1 day, 0:27:48 time: 0.1762 data_time: 0.0080 loss: 1.0980 2023/03/26 13:50:26 - mmengine - INFO - Epoch(train) [203][2600/5005] lr: 7.6012e-04 eta: 1 day, 0:27:30 time: 0.1764 data_time: 0.0082 loss: 1.4613 2023/03/26 13:50:45 - mmengine - INFO - Epoch(train) [203][2700/5005] lr: 7.6012e-04 eta: 1 day, 0:27:12 time: 0.1765 data_time: 0.0082 loss: 1.1488 2023/03/26 13:51:04 - mmengine - INFO - Epoch(train) [203][2800/5005] lr: 7.6012e-04 eta: 1 day, 0:26:54 time: 0.1754 data_time: 0.0079 loss: 1.2678 2023/03/26 13:51:22 - mmengine - INFO - Epoch(train) [203][2900/5005] lr: 7.6012e-04 eta: 1 day, 0:26:36 time: 0.1773 data_time: 0.0081 loss: 0.9830 2023/03/26 13:51:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:51:40 - mmengine - INFO - Epoch(train) [203][3000/5005] lr: 7.6012e-04 eta: 1 day, 0:26:17 time: 0.1771 data_time: 0.0083 loss: 1.2881 2023/03/26 13:51:58 - mmengine - INFO - Epoch(train) [203][3100/5005] lr: 7.6012e-04 eta: 1 day, 0:25:59 time: 0.1767 data_time: 0.0082 loss: 1.3330 2023/03/26 13:52:17 - mmengine - INFO - Epoch(train) [203][3200/5005] lr: 7.6012e-04 eta: 1 day, 0:25:41 time: 0.1757 data_time: 0.0079 loss: 1.1472 2023/03/26 13:52:35 - mmengine - INFO - Epoch(train) [203][3300/5005] lr: 7.6012e-04 eta: 1 day, 0:25:23 time: 0.1758 data_time: 0.0079 loss: 1.2316 2023/03/26 13:52:54 - mmengine - INFO - Epoch(train) [203][3400/5005] lr: 7.6012e-04 eta: 1 day, 0:25:05 time: 0.1781 data_time: 0.0084 loss: 1.3550 2023/03/26 13:53:12 - mmengine - INFO - Epoch(train) [203][3500/5005] lr: 7.6012e-04 eta: 1 day, 0:24:46 time: 0.1763 data_time: 0.0082 loss: 1.3868 2023/03/26 13:53:31 - mmengine - INFO - Epoch(train) [203][3600/5005] lr: 7.6012e-04 eta: 1 day, 0:24:29 time: 0.1757 data_time: 0.0079 loss: 1.1995 2023/03/26 13:53:49 - mmengine - INFO - Epoch(train) [203][3700/5005] lr: 7.6012e-04 eta: 1 day, 0:24:11 time: 0.1761 data_time: 0.0083 loss: 1.3661 2023/03/26 13:54:08 - mmengine - INFO - Epoch(train) [203][3800/5005] lr: 7.6012e-04 eta: 1 day, 0:23:52 time: 0.1782 data_time: 0.0085 loss: 0.9997 2023/03/26 13:54:26 - mmengine - INFO - Epoch(train) [203][3900/5005] lr: 7.6012e-04 eta: 1 day, 0:23:34 time: 0.1763 data_time: 0.0082 loss: 1.2594 2023/03/26 13:54:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:54:44 - mmengine - INFO - Epoch(train) [203][4000/5005] lr: 7.6012e-04 eta: 1 day, 0:23:16 time: 0.1763 data_time: 0.0080 loss: 1.3435 2023/03/26 13:55:02 - mmengine - INFO - Epoch(train) [203][4100/5005] lr: 7.6012e-04 eta: 1 day, 0:22:58 time: 0.1765 data_time: 0.0084 loss: 1.1899 2023/03/26 13:55:21 - mmengine - INFO - Epoch(train) [203][4200/5005] lr: 7.6012e-04 eta: 1 day, 0:22:40 time: 0.1766 data_time: 0.0083 loss: 1.1119 2023/03/26 13:55:39 - mmengine - INFO - Epoch(train) [203][4300/5005] lr: 7.6012e-04 eta: 1 day, 0:22:21 time: 0.1987 data_time: 0.0085 loss: 1.3493 2023/03/26 13:55:58 - mmengine - INFO - Epoch(train) [203][4400/5005] lr: 7.6012e-04 eta: 1 day, 0:22:03 time: 0.1752 data_time: 0.0081 loss: 1.0195 2023/03/26 13:56:16 - mmengine - INFO - Epoch(train) [203][4500/5005] lr: 7.6012e-04 eta: 1 day, 0:21:45 time: 0.1767 data_time: 0.0083 loss: 1.1080 2023/03/26 13:56:35 - mmengine - INFO - Epoch(train) [203][4600/5005] lr: 7.6012e-04 eta: 1 day, 0:21:27 time: 0.1767 data_time: 0.0079 loss: 1.3113 2023/03/26 13:56:53 - mmengine - INFO - Epoch(train) [203][4700/5005] lr: 7.6012e-04 eta: 1 day, 0:21:09 time: 0.1771 data_time: 0.0083 loss: 1.1617 2023/03/26 13:57:11 - mmengine - INFO - Epoch(train) [203][4800/5005] lr: 7.6012e-04 eta: 1 day, 0:20:51 time: 0.1768 data_time: 0.0081 loss: 1.2943 2023/03/26 13:57:30 - mmengine - INFO - Epoch(train) [203][4900/5005] lr: 7.6012e-04 eta: 1 day, 0:20:33 time: 0.1769 data_time: 0.0084 loss: 1.2737 2023/03/26 13:57:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:57:48 - mmengine - INFO - Epoch(train) [203][5000/5005] lr: 7.6012e-04 eta: 1 day, 0:20:14 time: 0.1748 data_time: 0.0088 loss: 1.1271 2023/03/26 13:57:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 13:57:49 - mmengine - INFO - Saving checkpoint at 203 epochs 2023/03/26 13:57:57 - mmengine - INFO - Epoch(val) [203][100/196] eta: 0:00:07 time: 0.0624 data_time: 0.0258 2023/03/26 13:58:26 - mmengine - INFO - Epoch(val) [203][196/196] accuracy/top1: 71.2620 accuracy/top5: 90.0220data_time: 0.0680 time: 0.1021 2023/03/26 13:58:46 - mmengine - INFO - Epoch(train) [204][ 100/5005] lr: 7.4491e-04 eta: 1 day, 0:19:56 time: 0.1757 data_time: 0.0080 loss: 1.2442 2023/03/26 13:59:05 - mmengine - INFO - Epoch(train) [204][ 200/5005] lr: 7.4491e-04 eta: 1 day, 0:19:38 time: 0.1758 data_time: 0.0081 loss: 1.0637 2023/03/26 13:59:23 - mmengine - INFO - Epoch(train) [204][ 300/5005] lr: 7.4491e-04 eta: 1 day, 0:19:20 time: 0.1764 data_time: 0.0084 loss: 1.1165 2023/03/26 13:59:41 - mmengine - INFO - Epoch(train) [204][ 400/5005] lr: 7.4491e-04 eta: 1 day, 0:19:01 time: 0.1768 data_time: 0.0081 loss: 1.2387 2023/03/26 14:00:00 - mmengine - INFO - Epoch(train) [204][ 500/5005] lr: 7.4491e-04 eta: 1 day, 0:18:43 time: 0.1769 data_time: 0.0085 loss: 1.2466 2023/03/26 14:00:18 - mmengine - INFO - Epoch(train) [204][ 600/5005] lr: 7.4491e-04 eta: 1 day, 0:18:25 time: 0.1764 data_time: 0.0082 loss: 1.2124 2023/03/26 14:00:36 - mmengine - INFO - Epoch(train) [204][ 700/5005] lr: 7.4491e-04 eta: 1 day, 0:18:07 time: 0.1768 data_time: 0.0086 loss: 1.2349 2023/03/26 14:00:54 - mmengine - INFO - Epoch(train) [204][ 800/5005] lr: 7.4491e-04 eta: 1 day, 0:17:49 time: 0.1938 data_time: 0.0078 loss: 1.1324 2023/03/26 14:01:12 - mmengine - INFO - Epoch(train) [204][ 900/5005] lr: 7.4491e-04 eta: 1 day, 0:17:30 time: 0.1762 data_time: 0.0083 loss: 1.2726 2023/03/26 14:01:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:01:31 - mmengine - INFO - Epoch(train) [204][1000/5005] lr: 7.4491e-04 eta: 1 day, 0:17:13 time: 0.1760 data_time: 0.0082 loss: 1.2353 2023/03/26 14:01:50 - mmengine - INFO - Epoch(train) [204][1100/5005] lr: 7.4491e-04 eta: 1 day, 0:16:54 time: 0.1754 data_time: 0.0078 loss: 1.1031 2023/03/26 14:02:08 - mmengine - INFO - Epoch(train) [204][1200/5005] lr: 7.4491e-04 eta: 1 day, 0:16:36 time: 0.1761 data_time: 0.0081 loss: 1.2089 2023/03/26 14:02:26 - mmengine - INFO - Epoch(train) [204][1300/5005] lr: 7.4491e-04 eta: 1 day, 0:16:18 time: 0.1766 data_time: 0.0085 loss: 1.3168 2023/03/26 14:02:45 - mmengine - INFO - Epoch(train) [204][1400/5005] lr: 7.4491e-04 eta: 1 day, 0:16:00 time: 0.1757 data_time: 0.0081 loss: 1.1857 2023/03/26 14:03:03 - mmengine - INFO - Epoch(train) [204][1500/5005] lr: 7.4491e-04 eta: 1 day, 0:15:42 time: 0.1758 data_time: 0.0081 loss: 1.0429 2023/03/26 14:03:21 - mmengine - INFO - Epoch(train) [204][1600/5005] lr: 7.4491e-04 eta: 1 day, 0:15:23 time: 0.1769 data_time: 0.0083 loss: 1.1633 2023/03/26 14:03:39 - mmengine - INFO - Epoch(train) [204][1700/5005] lr: 7.4491e-04 eta: 1 day, 0:15:05 time: 0.1757 data_time: 0.0084 loss: 1.2671 2023/03/26 14:03:58 - mmengine - INFO - Epoch(train) [204][1800/5005] lr: 7.4491e-04 eta: 1 day, 0:14:47 time: 0.1764 data_time: 0.0083 loss: 1.2066 2023/03/26 14:04:17 - mmengine - INFO - Epoch(train) [204][1900/5005] lr: 7.4491e-04 eta: 1 day, 0:14:29 time: 0.1763 data_time: 0.0080 loss: 1.2967 2023/03/26 14:04:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:04:35 - mmengine - INFO - Epoch(train) [204][2000/5005] lr: 7.4491e-04 eta: 1 day, 0:14:11 time: 0.1769 data_time: 0.0085 loss: 1.0695 2023/03/26 14:04:53 - mmengine - INFO - Epoch(train) [204][2100/5005] lr: 7.4491e-04 eta: 1 day, 0:13:53 time: 0.1761 data_time: 0.0082 loss: 1.2971 2023/03/26 14:05:12 - mmengine - INFO - Epoch(train) [204][2200/5005] lr: 7.4491e-04 eta: 1 day, 0:13:35 time: 0.1761 data_time: 0.0083 loss: 1.0258 2023/03/26 14:05:30 - mmengine - INFO - Epoch(train) [204][2300/5005] lr: 7.4491e-04 eta: 1 day, 0:13:16 time: 0.1754 data_time: 0.0081 loss: 1.1229 2023/03/26 14:05:48 - mmengine - INFO - Epoch(train) [204][2400/5005] lr: 7.4491e-04 eta: 1 day, 0:12:58 time: 0.1772 data_time: 0.0082 loss: 1.1902 2023/03/26 14:06:06 - mmengine - INFO - Epoch(train) [204][2500/5005] lr: 7.4491e-04 eta: 1 day, 0:12:40 time: 0.1768 data_time: 0.0080 loss: 1.3378 2023/03/26 14:06:25 - mmengine - INFO - Epoch(train) [204][2600/5005] lr: 7.4491e-04 eta: 1 day, 0:12:22 time: 0.1758 data_time: 0.0081 loss: 1.1430 2023/03/26 14:06:43 - mmengine - INFO - Epoch(train) [204][2700/5005] lr: 7.4491e-04 eta: 1 day, 0:12:04 time: 0.1755 data_time: 0.0079 loss: 1.3498 2023/03/26 14:07:02 - mmengine - INFO - Epoch(train) [204][2800/5005] lr: 7.4491e-04 eta: 1 day, 0:11:46 time: 0.1771 data_time: 0.0081 loss: 1.2062 2023/03/26 14:07:20 - mmengine - INFO - Epoch(train) [204][2900/5005] lr: 7.4491e-04 eta: 1 day, 0:11:28 time: 0.1760 data_time: 0.0083 loss: 1.1685 2023/03/26 14:07:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:07:39 - mmengine - INFO - Epoch(train) [204][3000/5005] lr: 7.4491e-04 eta: 1 day, 0:11:09 time: 0.1992 data_time: 0.0083 loss: 1.1191 2023/03/26 14:07:57 - mmengine - INFO - Epoch(train) [204][3100/5005] lr: 7.4491e-04 eta: 1 day, 0:10:51 time: 0.1774 data_time: 0.0087 loss: 1.1438 2023/03/26 14:08:15 - mmengine - INFO - Epoch(train) [204][3200/5005] lr: 7.4491e-04 eta: 1 day, 0:10:33 time: 0.1755 data_time: 0.0084 loss: 1.1818 2023/03/26 14:08:34 - mmengine - INFO - Epoch(train) [204][3300/5005] lr: 7.4491e-04 eta: 1 day, 0:10:15 time: 0.1972 data_time: 0.0083 loss: 1.2815 2023/03/26 14:08:52 - mmengine - INFO - Epoch(train) [204][3400/5005] lr: 7.4491e-04 eta: 1 day, 0:09:57 time: 0.1765 data_time: 0.0082 loss: 1.1718 2023/03/26 14:09:10 - mmengine - INFO - Epoch(train) [204][3500/5005] lr: 7.4491e-04 eta: 1 day, 0:09:39 time: 0.1764 data_time: 0.0081 loss: 1.2604 2023/03/26 14:09:29 - mmengine - INFO - Epoch(train) [204][3600/5005] lr: 7.4491e-04 eta: 1 day, 0:09:20 time: 0.1756 data_time: 0.0081 loss: 1.1536 2023/03/26 14:09:47 - mmengine - INFO - Epoch(train) [204][3700/5005] lr: 7.4491e-04 eta: 1 day, 0:09:02 time: 0.1758 data_time: 0.0079 loss: 1.1575 2023/03/26 14:10:05 - mmengine - INFO - Epoch(train) [204][3800/5005] lr: 7.4491e-04 eta: 1 day, 0:08:44 time: 0.1756 data_time: 0.0079 loss: 1.1142 2023/03/26 14:10:24 - mmengine - INFO - Epoch(train) [204][3900/5005] lr: 7.4491e-04 eta: 1 day, 0:08:26 time: 0.1757 data_time: 0.0081 loss: 1.3172 2023/03/26 14:10:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:10:42 - mmengine - INFO - Epoch(train) [204][4000/5005] lr: 7.4491e-04 eta: 1 day, 0:08:08 time: 0.1758 data_time: 0.0081 loss: 1.1267 2023/03/26 14:11:00 - mmengine - INFO - Epoch(train) [204][4100/5005] lr: 7.4491e-04 eta: 1 day, 0:07:50 time: 0.1761 data_time: 0.0081 loss: 1.2410 2023/03/26 14:11:19 - mmengine - INFO - Epoch(train) [204][4200/5005] lr: 7.4491e-04 eta: 1 day, 0:07:32 time: 0.1764 data_time: 0.0082 loss: 1.2415 2023/03/26 14:11:37 - mmengine - INFO - Epoch(train) [204][4300/5005] lr: 7.4491e-04 eta: 1 day, 0:07:13 time: 0.1769 data_time: 0.0083 loss: 1.3095 2023/03/26 14:11:55 - mmengine - INFO - Epoch(train) [204][4400/5005] lr: 7.4491e-04 eta: 1 day, 0:06:55 time: 0.1947 data_time: 0.0080 loss: 1.1055 2023/03/26 14:12:14 - mmengine - INFO - Epoch(train) [204][4500/5005] lr: 7.4491e-04 eta: 1 day, 0:06:37 time: 0.1767 data_time: 0.0081 loss: 1.2252 2023/03/26 14:12:32 - mmengine - INFO - Epoch(train) [204][4600/5005] lr: 7.4491e-04 eta: 1 day, 0:06:19 time: 0.1768 data_time: 0.0086 loss: 1.2834 2023/03/26 14:12:51 - mmengine - INFO - Epoch(train) [204][4700/5005] lr: 7.4491e-04 eta: 1 day, 0:06:01 time: 0.1769 data_time: 0.0083 loss: 1.4034 2023/03/26 14:13:09 - mmengine - INFO - Epoch(train) [204][4800/5005] lr: 7.4491e-04 eta: 1 day, 0:05:43 time: 0.1778 data_time: 0.0085 loss: 1.1165 2023/03/26 14:13:27 - mmengine - INFO - Epoch(train) [204][4900/5005] lr: 7.4491e-04 eta: 1 day, 0:05:25 time: 0.1972 data_time: 0.0082 loss: 1.2499 2023/03/26 14:13:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:13:46 - mmengine - INFO - Epoch(train) [204][5000/5005] lr: 7.4491e-04 eta: 1 day, 0:05:06 time: 0.1727 data_time: 0.0084 loss: 1.4351 2023/03/26 14:13:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:13:47 - mmengine - INFO - Saving checkpoint at 204 epochs 2023/03/26 14:13:55 - mmengine - INFO - Epoch(val) [204][100/196] eta: 0:00:07 time: 0.0568 data_time: 0.0192 2023/03/26 14:14:24 - mmengine - INFO - Epoch(val) [204][196/196] accuracy/top1: 71.2280 accuracy/top5: 89.9780data_time: 0.0660 time: 0.1018 2023/03/26 14:14:44 - mmengine - INFO - Epoch(train) [205][ 100/5005] lr: 7.3002e-04 eta: 1 day, 0:04:48 time: 0.1768 data_time: 0.0087 loss: 1.1405 2023/03/26 14:15:02 - mmengine - INFO - Epoch(train) [205][ 200/5005] lr: 7.3002e-04 eta: 1 day, 0:04:29 time: 0.1773 data_time: 0.0087 loss: 1.2062 2023/03/26 14:15:21 - mmengine - INFO - Epoch(train) [205][ 300/5005] lr: 7.3002e-04 eta: 1 day, 0:04:11 time: 0.1775 data_time: 0.0088 loss: 1.2364 2023/03/26 14:15:39 - mmengine - INFO - Epoch(train) [205][ 400/5005] lr: 7.3002e-04 eta: 1 day, 0:03:53 time: 0.1778 data_time: 0.0086 loss: 1.4001 2023/03/26 14:15:58 - mmengine - INFO - Epoch(train) [205][ 500/5005] lr: 7.3002e-04 eta: 1 day, 0:03:35 time: 0.1776 data_time: 0.0088 loss: 1.1513 2023/03/26 14:16:16 - mmengine - INFO - Epoch(train) [205][ 600/5005] lr: 7.3002e-04 eta: 1 day, 0:03:17 time: 0.2069 data_time: 0.0087 loss: 1.2631 2023/03/26 14:16:35 - mmengine - INFO - Epoch(train) [205][ 700/5005] lr: 7.3002e-04 eta: 1 day, 0:02:59 time: 0.1764 data_time: 0.0084 loss: 1.1080 2023/03/26 14:16:53 - mmengine - INFO - Epoch(train) [205][ 800/5005] lr: 7.3002e-04 eta: 1 day, 0:02:41 time: 0.1762 data_time: 0.0087 loss: 1.1496 2023/03/26 14:17:12 - mmengine - INFO - Epoch(train) [205][ 900/5005] lr: 7.3002e-04 eta: 1 day, 0:02:23 time: 0.1762 data_time: 0.0086 loss: 1.2988 2023/03/26 14:17:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:17:30 - mmengine - INFO - Epoch(train) [205][1000/5005] lr: 7.3002e-04 eta: 1 day, 0:02:05 time: 0.1776 data_time: 0.0090 loss: 1.1375 2023/03/26 14:17:49 - mmengine - INFO - Epoch(train) [205][1100/5005] lr: 7.3002e-04 eta: 1 day, 0:01:47 time: 0.2025 data_time: 0.0084 loss: 1.4022 2023/03/26 14:18:08 - mmengine - INFO - Epoch(train) [205][1200/5005] lr: 7.3002e-04 eta: 1 day, 0:01:29 time: 0.1780 data_time: 0.0087 loss: 1.0965 2023/03/26 14:18:26 - mmengine - INFO - Epoch(train) [205][1300/5005] lr: 7.3002e-04 eta: 1 day, 0:01:10 time: 0.1757 data_time: 0.0082 loss: 1.2484 2023/03/26 14:18:44 - mmengine - INFO - Epoch(train) [205][1400/5005] lr: 7.3002e-04 eta: 1 day, 0:00:52 time: 0.1772 data_time: 0.0087 loss: 1.2277 2023/03/26 14:19:03 - mmengine - INFO - Epoch(train) [205][1500/5005] lr: 7.3002e-04 eta: 1 day, 0:00:34 time: 0.1775 data_time: 0.0089 loss: 1.3653 2023/03/26 14:19:22 - mmengine - INFO - Epoch(train) [205][1600/5005] lr: 7.3002e-04 eta: 1 day, 0:00:16 time: 0.1771 data_time: 0.0086 loss: 1.1835 2023/03/26 14:19:40 - mmengine - INFO - Epoch(train) [205][1700/5005] lr: 7.3002e-04 eta: 23:59:58 time: 0.1776 data_time: 0.0087 loss: 1.1035 2023/03/26 14:19:58 - mmengine - INFO - Epoch(train) [205][1800/5005] lr: 7.3002e-04 eta: 23:59:40 time: 0.1780 data_time: 0.0086 loss: 1.3066 2023/03/26 14:20:17 - mmengine - INFO - Epoch(train) [205][1900/5005] lr: 7.3002e-04 eta: 23:59:22 time: 0.1777 data_time: 0.0084 loss: 1.2413 2023/03/26 14:20:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:20:36 - mmengine - INFO - Epoch(train) [205][2000/5005] lr: 7.3002e-04 eta: 23:59:04 time: 0.1787 data_time: 0.0089 loss: 1.2314 2023/03/26 14:20:54 - mmengine - INFO - Epoch(train) [205][2100/5005] lr: 7.3002e-04 eta: 23:58:46 time: 0.1764 data_time: 0.0084 loss: 1.1194 2023/03/26 14:21:13 - mmengine - INFO - Epoch(train) [205][2200/5005] lr: 7.3002e-04 eta: 23:58:28 time: 0.1772 data_time: 0.0086 loss: 1.2736 2023/03/26 14:21:31 - mmengine - INFO - Epoch(train) [205][2300/5005] lr: 7.3002e-04 eta: 23:58:09 time: 0.1790 data_time: 0.0082 loss: 1.1761 2023/03/26 14:21:50 - mmengine - INFO - Epoch(train) [205][2400/5005] lr: 7.3002e-04 eta: 23:57:51 time: 0.1779 data_time: 0.0088 loss: 1.2847 2023/03/26 14:22:08 - mmengine - INFO - Epoch(train) [205][2500/5005] lr: 7.3002e-04 eta: 23:57:33 time: 0.1771 data_time: 0.0085 loss: 0.9017 2023/03/26 14:22:26 - mmengine - INFO - Epoch(train) [205][2600/5005] lr: 7.3002e-04 eta: 23:57:15 time: 0.1766 data_time: 0.0084 loss: 1.2720 2023/03/26 14:22:45 - mmengine - INFO - Epoch(train) [205][2700/5005] lr: 7.3002e-04 eta: 23:56:57 time: 0.1951 data_time: 0.0084 loss: 1.3215 2023/03/26 14:23:04 - mmengine - INFO - Epoch(train) [205][2800/5005] lr: 7.3002e-04 eta: 23:56:39 time: 0.1775 data_time: 0.0087 loss: 1.3215 2023/03/26 14:23:23 - mmengine - INFO - Epoch(train) [205][2900/5005] lr: 7.3002e-04 eta: 23:56:21 time: 0.1918 data_time: 0.0084 loss: 1.1109 2023/03/26 14:23:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:23:41 - mmengine - INFO - Epoch(train) [205][3000/5005] lr: 7.3002e-04 eta: 23:56:03 time: 0.1763 data_time: 0.0086 loss: 1.2569 2023/03/26 14:23:59 - mmengine - INFO - Epoch(train) [205][3100/5005] lr: 7.3002e-04 eta: 23:55:45 time: 0.1773 data_time: 0.0086 loss: 1.1827 2023/03/26 14:24:18 - mmengine - INFO - Epoch(train) [205][3200/5005] lr: 7.3002e-04 eta: 23:55:27 time: 0.1772 data_time: 0.0086 loss: 1.1338 2023/03/26 14:24:36 - mmengine - INFO - Epoch(train) [205][3300/5005] lr: 7.3002e-04 eta: 23:55:08 time: 0.1773 data_time: 0.0088 loss: 1.1531 2023/03/26 14:24:55 - mmengine - INFO - Epoch(train) [205][3400/5005] lr: 7.3002e-04 eta: 23:54:50 time: 0.1856 data_time: 0.0085 loss: 1.2077 2023/03/26 14:25:13 - mmengine - INFO - Epoch(train) [205][3500/5005] lr: 7.3002e-04 eta: 23:54:32 time: 0.1784 data_time: 0.0090 loss: 1.1542 2023/03/26 14:25:32 - mmengine - INFO - Epoch(train) [205][3600/5005] lr: 7.3002e-04 eta: 23:54:14 time: 0.1772 data_time: 0.0087 loss: 1.1624 2023/03/26 14:25:51 - mmengine - INFO - Epoch(train) [205][3700/5005] lr: 7.3002e-04 eta: 23:53:56 time: 0.2023 data_time: 0.0088 loss: 1.2040 2023/03/26 14:26:09 - mmengine - INFO - Epoch(train) [205][3800/5005] lr: 7.3002e-04 eta: 23:53:38 time: 0.1769 data_time: 0.0082 loss: 1.1480 2023/03/26 14:26:28 - mmengine - INFO - Epoch(train) [205][3900/5005] lr: 7.3002e-04 eta: 23:53:20 time: 0.1776 data_time: 0.0086 loss: 1.1980 2023/03/26 14:26:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:26:46 - mmengine - INFO - Epoch(train) [205][4000/5005] lr: 7.3002e-04 eta: 23:53:02 time: 0.1772 data_time: 0.0086 loss: 1.2066 2023/03/26 14:27:04 - mmengine - INFO - Epoch(train) [205][4100/5005] lr: 7.3002e-04 eta: 23:52:44 time: 0.1756 data_time: 0.0086 loss: 1.2522 2023/03/26 14:27:23 - mmengine - INFO - Epoch(train) [205][4200/5005] lr: 7.3002e-04 eta: 23:52:26 time: 0.1767 data_time: 0.0087 loss: 1.3275 2023/03/26 14:27:42 - mmengine - INFO - Epoch(train) [205][4300/5005] lr: 7.3002e-04 eta: 23:52:08 time: 0.1780 data_time: 0.0089 loss: 1.3936 2023/03/26 14:28:00 - mmengine - INFO - Epoch(train) [205][4400/5005] lr: 7.3002e-04 eta: 23:51:49 time: 0.1764 data_time: 0.0087 loss: 1.3119 2023/03/26 14:28:19 - mmengine - INFO - Epoch(train) [205][4500/5005] lr: 7.3002e-04 eta: 23:51:31 time: 0.1961 data_time: 0.0084 loss: 1.1306 2023/03/26 14:28:37 - mmengine - INFO - Epoch(train) [205][4600/5005] lr: 7.3002e-04 eta: 23:51:13 time: 0.1796 data_time: 0.0087 loss: 1.2427 2023/03/26 14:28:56 - mmengine - INFO - Epoch(train) [205][4700/5005] lr: 7.3002e-04 eta: 23:50:55 time: 0.1988 data_time: 0.0087 loss: 1.1179 2023/03/26 14:29:14 - mmengine - INFO - Epoch(train) [205][4800/5005] lr: 7.3002e-04 eta: 23:50:37 time: 0.1779 data_time: 0.0088 loss: 1.2098 2023/03/26 14:29:33 - mmengine - INFO - Epoch(train) [205][4900/5005] lr: 7.3002e-04 eta: 23:50:19 time: 0.1771 data_time: 0.0086 loss: 1.1778 2023/03/26 14:29:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:29:51 - mmengine - INFO - Epoch(train) [205][5000/5005] lr: 7.3002e-04 eta: 23:50:01 time: 0.1747 data_time: 0.0088 loss: 1.0941 2023/03/26 14:29:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:29:53 - mmengine - INFO - Saving checkpoint at 205 epochs 2023/03/26 14:30:01 - mmengine - INFO - Epoch(val) [205][100/196] eta: 0:00:07 time: 0.0633 data_time: 0.0258 2023/03/26 14:30:30 - mmengine - INFO - Epoch(val) [205][196/196] accuracy/top1: 71.1720 accuracy/top5: 89.9740data_time: 0.0662 time: 0.1007 2023/03/26 14:30:50 - mmengine - INFO - Epoch(train) [206][ 100/5005] lr: 7.1541e-04 eta: 23:49:42 time: 0.1770 data_time: 0.0085 loss: 1.0704 2023/03/26 14:31:08 - mmengine - INFO - Epoch(train) [206][ 200/5005] lr: 7.1541e-04 eta: 23:49:24 time: 0.1769 data_time: 0.0083 loss: 1.0705 2023/03/26 14:31:26 - mmengine - INFO - Epoch(train) [206][ 300/5005] lr: 7.1541e-04 eta: 23:49:06 time: 0.1756 data_time: 0.0081 loss: 1.1757 2023/03/26 14:31:45 - mmengine - INFO - Epoch(train) [206][ 400/5005] lr: 7.1541e-04 eta: 23:48:48 time: 0.1774 data_time: 0.0085 loss: 1.2341 2023/03/26 14:32:03 - mmengine - INFO - Epoch(train) [206][ 500/5005] lr: 7.1541e-04 eta: 23:48:30 time: 0.1764 data_time: 0.0083 loss: 1.3006 2023/03/26 14:32:22 - mmengine - INFO - Epoch(train) [206][ 600/5005] lr: 7.1541e-04 eta: 23:48:12 time: 0.1762 data_time: 0.0086 loss: 1.3021 2023/03/26 14:32:40 - mmengine - INFO - Epoch(train) [206][ 700/5005] lr: 7.1541e-04 eta: 23:47:53 time: 0.1772 data_time: 0.0086 loss: 1.1441 2023/03/26 14:32:58 - mmengine - INFO - Epoch(train) [206][ 800/5005] lr: 7.1541e-04 eta: 23:47:35 time: 0.1914 data_time: 0.0080 loss: 1.1103 2023/03/26 14:33:17 - mmengine - INFO - Epoch(train) [206][ 900/5005] lr: 7.1541e-04 eta: 23:47:17 time: 0.1773 data_time: 0.0079 loss: 1.1163 2023/03/26 14:33:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:33:36 - mmengine - INFO - Epoch(train) [206][1000/5005] lr: 7.1541e-04 eta: 23:46:59 time: 0.1764 data_time: 0.0082 loss: 1.2100 2023/03/26 14:33:54 - mmengine - INFO - Epoch(train) [206][1100/5005] lr: 7.1541e-04 eta: 23:46:41 time: 0.1767 data_time: 0.0082 loss: 1.1791 2023/03/26 14:34:12 - mmengine - INFO - Epoch(train) [206][1200/5005] lr: 7.1541e-04 eta: 23:46:23 time: 0.1769 data_time: 0.0084 loss: 1.0163 2023/03/26 14:34:31 - mmengine - INFO - Epoch(train) [206][1300/5005] lr: 7.1541e-04 eta: 23:46:05 time: 0.1775 data_time: 0.0086 loss: 1.0766 2023/03/26 14:34:49 - mmengine - INFO - Epoch(train) [206][1400/5005] lr: 7.1541e-04 eta: 23:45:47 time: 0.1775 data_time: 0.0084 loss: 1.0469 2023/03/26 14:35:07 - mmengine - INFO - Epoch(train) [206][1500/5005] lr: 7.1541e-04 eta: 23:45:28 time: 0.1764 data_time: 0.0082 loss: 1.3267 2023/03/26 14:35:26 - mmengine - INFO - Epoch(train) [206][1600/5005] lr: 7.1541e-04 eta: 23:45:10 time: 0.1766 data_time: 0.0086 loss: 1.1791 2023/03/26 14:35:45 - mmengine - INFO - Epoch(train) [206][1700/5005] lr: 7.1541e-04 eta: 23:44:52 time: 0.1777 data_time: 0.0086 loss: 1.2924 2023/03/26 14:36:03 - mmengine - INFO - Epoch(train) [206][1800/5005] lr: 7.1541e-04 eta: 23:44:34 time: 0.1813 data_time: 0.0078 loss: 1.0902 2023/03/26 14:36:22 - mmengine - INFO - Epoch(train) [206][1900/5005] lr: 7.1541e-04 eta: 23:44:16 time: 0.1771 data_time: 0.0085 loss: 1.3157 2023/03/26 14:36:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:36:40 - mmengine - INFO - Epoch(train) [206][2000/5005] lr: 7.1541e-04 eta: 23:43:58 time: 0.1776 data_time: 0.0086 loss: 1.2063 2023/03/26 14:36:58 - mmengine - INFO - Epoch(train) [206][2100/5005] lr: 7.1541e-04 eta: 23:43:40 time: 0.1775 data_time: 0.0083 loss: 1.1926 2023/03/26 14:37:17 - mmengine - INFO - Epoch(train) [206][2200/5005] lr: 7.1541e-04 eta: 23:43:22 time: 0.1760 data_time: 0.0083 loss: 1.2188 2023/03/26 14:37:35 - mmengine - INFO - Epoch(train) [206][2300/5005] lr: 7.1541e-04 eta: 23:43:03 time: 0.1766 data_time: 0.0082 loss: 1.0284 2023/03/26 14:37:54 - mmengine - INFO - Epoch(train) [206][2400/5005] lr: 7.1541e-04 eta: 23:42:45 time: 0.1764 data_time: 0.0082 loss: 1.1867 2023/03/26 14:38:12 - mmengine - INFO - Epoch(train) [206][2500/5005] lr: 7.1541e-04 eta: 23:42:27 time: 0.1766 data_time: 0.0080 loss: 1.1993 2023/03/26 14:38:31 - mmengine - INFO - Epoch(train) [206][2600/5005] lr: 7.1541e-04 eta: 23:42:09 time: 0.1777 data_time: 0.0082 loss: 1.2781 2023/03/26 14:38:49 - mmengine - INFO - Epoch(train) [206][2700/5005] lr: 7.1541e-04 eta: 23:41:51 time: 0.1765 data_time: 0.0082 loss: 1.2321 2023/03/26 14:39:08 - mmengine - INFO - Epoch(train) [206][2800/5005] lr: 7.1541e-04 eta: 23:41:33 time: 0.1774 data_time: 0.0081 loss: 1.2903 2023/03/26 14:39:26 - mmengine - INFO - Epoch(train) [206][2900/5005] lr: 7.1541e-04 eta: 23:41:15 time: 0.1764 data_time: 0.0081 loss: 1.2936 2023/03/26 14:39:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:39:45 - mmengine - INFO - Epoch(train) [206][3000/5005] lr: 7.1541e-04 eta: 23:40:57 time: 0.1769 data_time: 0.0086 loss: 1.2786 2023/03/26 14:40:03 - mmengine - INFO - Epoch(train) [206][3100/5005] lr: 7.1541e-04 eta: 23:40:39 time: 0.1777 data_time: 0.0085 loss: 1.0982 2023/03/26 14:40:22 - mmengine - INFO - Epoch(train) [206][3200/5005] lr: 7.1541e-04 eta: 23:40:21 time: 0.1893 data_time: 0.0082 loss: 1.1688 2023/03/26 14:40:40 - mmengine - INFO - Epoch(train) [206][3300/5005] lr: 7.1541e-04 eta: 23:40:02 time: 0.1767 data_time: 0.0087 loss: 1.0996 2023/03/26 14:40:58 - mmengine - INFO - Epoch(train) [206][3400/5005] lr: 7.1541e-04 eta: 23:39:44 time: 0.1770 data_time: 0.0084 loss: 1.3807 2023/03/26 14:41:17 - mmengine - INFO - Epoch(train) [206][3500/5005] lr: 7.1541e-04 eta: 23:39:26 time: 0.1765 data_time: 0.0082 loss: 1.3493 2023/03/26 14:41:35 - mmengine - INFO - Epoch(train) [206][3600/5005] lr: 7.1541e-04 eta: 23:39:08 time: 0.1777 data_time: 0.0084 loss: 1.2967 2023/03/26 14:41:54 - mmengine - INFO - Epoch(train) [206][3700/5005] lr: 7.1541e-04 eta: 23:38:50 time: 0.1774 data_time: 0.0086 loss: 1.2038 2023/03/26 14:42:12 - mmengine - INFO - Epoch(train) [206][3800/5005] lr: 7.1541e-04 eta: 23:38:32 time: 0.1773 data_time: 0.0082 loss: 1.2946 2023/03/26 14:42:31 - mmengine - INFO - Epoch(train) [206][3900/5005] lr: 7.1541e-04 eta: 23:38:14 time: 0.1767 data_time: 0.0083 loss: 1.2395 2023/03/26 14:42:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:42:49 - mmengine - INFO - Epoch(train) [206][4000/5005] lr: 7.1541e-04 eta: 23:37:56 time: 0.1769 data_time: 0.0085 loss: 1.1627 2023/03/26 14:43:08 - mmengine - INFO - Epoch(train) [206][4100/5005] lr: 7.1541e-04 eta: 23:37:37 time: 0.1780 data_time: 0.0081 loss: 1.2240 2023/03/26 14:43:26 - mmengine - INFO - Epoch(train) [206][4200/5005] lr: 7.1541e-04 eta: 23:37:19 time: 0.1767 data_time: 0.0082 loss: 1.2624 2023/03/26 14:43:44 - mmengine - INFO - Epoch(train) [206][4300/5005] lr: 7.1541e-04 eta: 23:37:01 time: 0.1754 data_time: 0.0084 loss: 1.2412 2023/03/26 14:44:03 - mmengine - INFO - Epoch(train) [206][4400/5005] lr: 7.1541e-04 eta: 23:36:43 time: 0.1775 data_time: 0.0080 loss: 1.2097 2023/03/26 14:44:21 - mmengine - INFO - Epoch(train) [206][4500/5005] lr: 7.1541e-04 eta: 23:36:25 time: 0.1772 data_time: 0.0083 loss: 1.2364 2023/03/26 14:44:40 - mmengine - INFO - Epoch(train) [206][4600/5005] lr: 7.1541e-04 eta: 23:36:07 time: 0.1771 data_time: 0.0082 loss: 1.1302 2023/03/26 14:44:59 - mmengine - INFO - Epoch(train) [206][4700/5005] lr: 7.1541e-04 eta: 23:35:49 time: 0.1890 data_time: 0.0082 loss: 1.1847 2023/03/26 14:45:17 - mmengine - INFO - Epoch(train) [206][4800/5005] lr: 7.1541e-04 eta: 23:35:31 time: 0.1774 data_time: 0.0083 loss: 1.4290 2023/03/26 14:45:35 - mmengine - INFO - Epoch(train) [206][4900/5005] lr: 7.1541e-04 eta: 23:35:13 time: 0.1762 data_time: 0.0083 loss: 1.2765 2023/03/26 14:45:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:45:53 - mmengine - INFO - Epoch(train) [206][5000/5005] lr: 7.1541e-04 eta: 23:34:54 time: 0.1742 data_time: 0.0085 loss: 1.2327 2023/03/26 14:45:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:45:55 - mmengine - INFO - Saving checkpoint at 206 epochs 2023/03/26 14:46:03 - mmengine - INFO - Epoch(val) [206][100/196] eta: 0:00:07 time: 0.0618 data_time: 0.0229 2023/03/26 14:46:32 - mmengine - INFO - Epoch(val) [206][196/196] accuracy/top1: 71.2020 accuracy/top5: 89.9200data_time: 0.0694 time: 0.1014 2023/03/26 14:46:52 - mmengine - INFO - Epoch(train) [207][ 100/5005] lr: 7.0111e-04 eta: 23:34:36 time: 0.2069 data_time: 0.0084 loss: 1.2120 2023/03/26 14:47:10 - mmengine - INFO - Epoch(train) [207][ 200/5005] lr: 7.0111e-04 eta: 23:34:18 time: 0.1766 data_time: 0.0080 loss: 1.1761 2023/03/26 14:47:28 - mmengine - INFO - Epoch(train) [207][ 300/5005] lr: 7.0111e-04 eta: 23:34:00 time: 0.1775 data_time: 0.0083 loss: 1.3116 2023/03/26 14:47:47 - mmengine - INFO - Epoch(train) [207][ 400/5005] lr: 7.0111e-04 eta: 23:33:42 time: 0.1772 data_time: 0.0083 loss: 1.3099 2023/03/26 14:48:05 - mmengine - INFO - Epoch(train) [207][ 500/5005] lr: 7.0111e-04 eta: 23:33:23 time: 0.1772 data_time: 0.0083 loss: 1.3045 2023/03/26 14:48:24 - mmengine - INFO - Epoch(train) [207][ 600/5005] lr: 7.0111e-04 eta: 23:33:06 time: 0.1788 data_time: 0.0083 loss: 1.5268 2023/03/26 14:48:43 - mmengine - INFO - Epoch(train) [207][ 700/5005] lr: 7.0111e-04 eta: 23:32:48 time: 0.1778 data_time: 0.0084 loss: 1.0988 2023/03/26 14:49:01 - mmengine - INFO - Epoch(train) [207][ 800/5005] lr: 7.0111e-04 eta: 23:32:29 time: 0.1773 data_time: 0.0080 loss: 1.1248 2023/03/26 14:49:20 - mmengine - INFO - Epoch(train) [207][ 900/5005] lr: 7.0111e-04 eta: 23:32:11 time: 0.1774 data_time: 0.0082 loss: 1.4789 2023/03/26 14:49:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:49:38 - mmengine - INFO - Epoch(train) [207][1000/5005] lr: 7.0111e-04 eta: 23:31:53 time: 0.1778 data_time: 0.0082 loss: 1.2170 2023/03/26 14:49:56 - mmengine - INFO - Epoch(train) [207][1100/5005] lr: 7.0111e-04 eta: 23:31:35 time: 0.1782 data_time: 0.0083 loss: 1.2906 2023/03/26 14:50:15 - mmengine - INFO - Epoch(train) [207][1200/5005] lr: 7.0111e-04 eta: 23:31:17 time: 0.1776 data_time: 0.0082 loss: 1.3741 2023/03/26 14:50:34 - mmengine - INFO - Epoch(train) [207][1300/5005] lr: 7.0111e-04 eta: 23:30:59 time: 0.1766 data_time: 0.0082 loss: 1.2272 2023/03/26 14:50:52 - mmengine - INFO - Epoch(train) [207][1400/5005] lr: 7.0111e-04 eta: 23:30:41 time: 0.1988 data_time: 0.0079 loss: 1.2173 2023/03/26 14:51:11 - mmengine - INFO - Epoch(train) [207][1500/5005] lr: 7.0111e-04 eta: 23:30:23 time: 0.1773 data_time: 0.0087 loss: 1.5511 2023/03/26 14:51:30 - mmengine - INFO - Epoch(train) [207][1600/5005] lr: 7.0111e-04 eta: 23:30:05 time: 0.1776 data_time: 0.0084 loss: 1.0303 2023/03/26 14:51:48 - mmengine - INFO - Epoch(train) [207][1700/5005] lr: 7.0111e-04 eta: 23:29:47 time: 0.1769 data_time: 0.0081 loss: 1.2005 2023/03/26 14:52:06 - mmengine - INFO - Epoch(train) [207][1800/5005] lr: 7.0111e-04 eta: 23:29:28 time: 0.1777 data_time: 0.0084 loss: 1.4055 2023/03/26 14:52:24 - mmengine - INFO - Epoch(train) [207][1900/5005] lr: 7.0111e-04 eta: 23:29:10 time: 0.1771 data_time: 0.0082 loss: 1.2124 2023/03/26 14:52:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:52:43 - mmengine - INFO - Epoch(train) [207][2000/5005] lr: 7.0111e-04 eta: 23:28:52 time: 0.1772 data_time: 0.0082 loss: 1.2885 2023/03/26 14:53:02 - mmengine - INFO - Epoch(train) [207][2100/5005] lr: 7.0111e-04 eta: 23:28:34 time: 0.1771 data_time: 0.0084 loss: 1.2510 2023/03/26 14:53:20 - mmengine - INFO - Epoch(train) [207][2200/5005] lr: 7.0111e-04 eta: 23:28:16 time: 0.1769 data_time: 0.0083 loss: 1.1782 2023/03/26 14:53:39 - mmengine - INFO - Epoch(train) [207][2300/5005] lr: 7.0111e-04 eta: 23:27:58 time: 0.1769 data_time: 0.0079 loss: 1.1726 2023/03/26 14:53:57 - mmengine - INFO - Epoch(train) [207][2400/5005] lr: 7.0111e-04 eta: 23:27:40 time: 0.1775 data_time: 0.0085 loss: 1.1055 2023/03/26 14:54:15 - mmengine - INFO - Epoch(train) [207][2500/5005] lr: 7.0111e-04 eta: 23:27:22 time: 0.1780 data_time: 0.0086 loss: 1.2453 2023/03/26 14:54:34 - mmengine - INFO - Epoch(train) [207][2600/5005] lr: 7.0111e-04 eta: 23:27:04 time: 0.1780 data_time: 0.0084 loss: 1.2033 2023/03/26 14:54:52 - mmengine - INFO - Epoch(train) [207][2700/5005] lr: 7.0111e-04 eta: 23:26:46 time: 0.1774 data_time: 0.0087 loss: 1.3109 2023/03/26 14:55:11 - mmengine - INFO - Epoch(train) [207][2800/5005] lr: 7.0111e-04 eta: 23:26:28 time: 0.1766 data_time: 0.0080 loss: 1.2907 2023/03/26 14:55:29 - mmengine - INFO - Epoch(train) [207][2900/5005] lr: 7.0111e-04 eta: 23:26:09 time: 0.1791 data_time: 0.0084 loss: 1.1226 2023/03/26 14:55:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:55:48 - mmengine - INFO - Epoch(train) [207][3000/5005] lr: 7.0111e-04 eta: 23:25:51 time: 0.1773 data_time: 0.0084 loss: 1.2179 2023/03/26 14:56:06 - mmengine - INFO - Epoch(train) [207][3100/5005] lr: 7.0111e-04 eta: 23:25:33 time: 0.1783 data_time: 0.0087 loss: 1.1167 2023/03/26 14:56:25 - mmengine - INFO - Epoch(train) [207][3200/5005] lr: 7.0111e-04 eta: 23:25:15 time: 0.1761 data_time: 0.0081 loss: 1.1031 2023/03/26 14:56:43 - mmengine - INFO - Epoch(train) [207][3300/5005] lr: 7.0111e-04 eta: 23:24:57 time: 0.1769 data_time: 0.0082 loss: 1.3184 2023/03/26 14:57:02 - mmengine - INFO - Epoch(train) [207][3400/5005] lr: 7.0111e-04 eta: 23:24:39 time: 0.1781 data_time: 0.0084 loss: 1.4193 2023/03/26 14:57:20 - mmengine - INFO - Epoch(train) [207][3500/5005] lr: 7.0111e-04 eta: 23:24:21 time: 0.1766 data_time: 0.0079 loss: 1.2058 2023/03/26 14:57:39 - mmengine - INFO - Epoch(train) [207][3600/5005] lr: 7.0111e-04 eta: 23:24:03 time: 0.1781 data_time: 0.0083 loss: 1.3311 2023/03/26 14:57:57 - mmengine - INFO - Epoch(train) [207][3700/5005] lr: 7.0111e-04 eta: 23:23:45 time: 0.1776 data_time: 0.0081 loss: 1.2701 2023/03/26 14:58:16 - mmengine - INFO - Epoch(train) [207][3800/5005] lr: 7.0111e-04 eta: 23:23:27 time: 0.1777 data_time: 0.0086 loss: 1.1649 2023/03/26 14:58:34 - mmengine - INFO - Epoch(train) [207][3900/5005] lr: 7.0111e-04 eta: 23:23:08 time: 0.1775 data_time: 0.0084 loss: 1.4030 2023/03/26 14:58:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 14:58:53 - mmengine - INFO - Epoch(train) [207][4000/5005] lr: 7.0111e-04 eta: 23:22:50 time: 0.1771 data_time: 0.0087 loss: 1.2012 2023/03/26 14:59:11 - mmengine - INFO - Epoch(train) [207][4100/5005] lr: 7.0111e-04 eta: 23:22:32 time: 0.1781 data_time: 0.0083 loss: 1.1066 2023/03/26 14:59:30 - mmengine - INFO - Epoch(train) [207][4200/5005] lr: 7.0111e-04 eta: 23:22:14 time: 0.1782 data_time: 0.0083 loss: 1.4455 2023/03/26 14:59:49 - mmengine - INFO - Epoch(train) [207][4300/5005] lr: 7.0111e-04 eta: 23:21:56 time: 0.1959 data_time: 0.0083 loss: 1.1943 2023/03/26 15:00:07 - mmengine - INFO - Epoch(train) [207][4400/5005] lr: 7.0111e-04 eta: 23:21:38 time: 0.1769 data_time: 0.0079 loss: 1.3443 2023/03/26 15:00:25 - mmengine - INFO - Epoch(train) [207][4500/5005] lr: 7.0111e-04 eta: 23:21:20 time: 0.1782 data_time: 0.0082 loss: 1.1507 2023/03/26 15:00:44 - mmengine - INFO - Epoch(train) [207][4600/5005] lr: 7.0111e-04 eta: 23:21:02 time: 0.1786 data_time: 0.0083 loss: 1.0677 2023/03/26 15:01:02 - mmengine - INFO - Epoch(train) [207][4700/5005] lr: 7.0111e-04 eta: 23:20:44 time: 0.1777 data_time: 0.0083 loss: 1.2470 2023/03/26 15:01:21 - mmengine - INFO - Epoch(train) [207][4800/5005] lr: 7.0111e-04 eta: 23:20:26 time: 0.1770 data_time: 0.0084 loss: 1.2210 2023/03/26 15:01:39 - mmengine - INFO - Epoch(train) [207][4900/5005] lr: 7.0111e-04 eta: 23:20:08 time: 0.1777 data_time: 0.0084 loss: 1.1162 2023/03/26 15:01:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:01:58 - mmengine - INFO - Epoch(train) [207][5000/5005] lr: 7.0111e-04 eta: 23:19:50 time: 0.1764 data_time: 0.0087 loss: 1.1125 2023/03/26 15:01:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:01:59 - mmengine - INFO - Saving checkpoint at 207 epochs 2023/03/26 15:02:08 - mmengine - INFO - Epoch(val) [207][100/196] eta: 0:00:07 time: 0.0621 data_time: 0.0257 2023/03/26 15:02:37 - mmengine - INFO - Epoch(val) [207][196/196] accuracy/top1: 71.0880 accuracy/top5: 90.0300data_time: 0.0673 time: 0.1017 2023/03/26 15:02:57 - mmengine - INFO - Epoch(train) [208][ 100/5005] lr: 6.8708e-04 eta: 23:19:31 time: 0.2033 data_time: 0.0086 loss: 0.9327 2023/03/26 15:03:15 - mmengine - INFO - Epoch(train) [208][ 200/5005] lr: 6.8708e-04 eta: 23:19:13 time: 0.1772 data_time: 0.0083 loss: 1.2547 2023/03/26 15:03:34 - mmengine - INFO - Epoch(train) [208][ 300/5005] lr: 6.8708e-04 eta: 23:18:55 time: 0.1768 data_time: 0.0080 loss: 1.0979 2023/03/26 15:03:52 - mmengine - INFO - Epoch(train) [208][ 400/5005] lr: 6.8708e-04 eta: 23:18:37 time: 0.1767 data_time: 0.0084 loss: 1.2882 2023/03/26 15:04:11 - mmengine - INFO - Epoch(train) [208][ 500/5005] lr: 6.8708e-04 eta: 23:18:19 time: 0.1796 data_time: 0.0083 loss: 1.0626 2023/03/26 15:04:29 - mmengine - INFO - Epoch(train) [208][ 600/5005] lr: 6.8708e-04 eta: 23:18:01 time: 0.1796 data_time: 0.0086 loss: 1.1532 2023/03/26 15:04:47 - mmengine - INFO - Epoch(train) [208][ 700/5005] lr: 6.8708e-04 eta: 23:17:42 time: 0.1771 data_time: 0.0087 loss: 1.3561 2023/03/26 15:05:06 - mmengine - INFO - Epoch(train) [208][ 800/5005] lr: 6.8708e-04 eta: 23:17:24 time: 0.1770 data_time: 0.0086 loss: 1.1729 2023/03/26 15:05:24 - mmengine - INFO - Epoch(train) [208][ 900/5005] lr: 6.8708e-04 eta: 23:17:06 time: 0.1783 data_time: 0.0085 loss: 1.1127 2023/03/26 15:05:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:05:43 - mmengine - INFO - Epoch(train) [208][1000/5005] lr: 6.8708e-04 eta: 23:16:48 time: 0.1788 data_time: 0.0085 loss: 1.0635 2023/03/26 15:06:02 - mmengine - INFO - Epoch(train) [208][1100/5005] lr: 6.8708e-04 eta: 23:16:30 time: 0.1779 data_time: 0.0085 loss: 1.2276 2023/03/26 15:06:20 - mmengine - INFO - Epoch(train) [208][1200/5005] lr: 6.8708e-04 eta: 23:16:12 time: 0.1789 data_time: 0.0088 loss: 1.2709 2023/03/26 15:06:38 - mmengine - INFO - Epoch(train) [208][1300/5005] lr: 6.8708e-04 eta: 23:15:54 time: 0.1777 data_time: 0.0086 loss: 1.1152 2023/03/26 15:06:57 - mmengine - INFO - Epoch(train) [208][1400/5005] lr: 6.8708e-04 eta: 23:15:36 time: 0.1772 data_time: 0.0083 loss: 1.1323 2023/03/26 15:07:15 - mmengine - INFO - Epoch(train) [208][1500/5005] lr: 6.8708e-04 eta: 23:15:18 time: 0.1769 data_time: 0.0087 loss: 1.5422 2023/03/26 15:07:34 - mmengine - INFO - Epoch(train) [208][1600/5005] lr: 6.8708e-04 eta: 23:15:00 time: 0.1769 data_time: 0.0085 loss: 1.3066 2023/03/26 15:07:52 - mmengine - INFO - Epoch(train) [208][1700/5005] lr: 6.8708e-04 eta: 23:14:42 time: 0.1960 data_time: 0.0085 loss: 1.3986 2023/03/26 15:08:11 - mmengine - INFO - Epoch(train) [208][1800/5005] lr: 6.8708e-04 eta: 23:14:23 time: 0.1994 data_time: 0.0084 loss: 1.1027 2023/03/26 15:08:29 - mmengine - INFO - Epoch(train) [208][1900/5005] lr: 6.8708e-04 eta: 23:14:05 time: 0.1773 data_time: 0.0086 loss: 1.1781 2023/03/26 15:08:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:08:48 - mmengine - INFO - Epoch(train) [208][2000/5005] lr: 6.8708e-04 eta: 23:13:47 time: 0.1779 data_time: 0.0086 loss: 1.2802 2023/03/26 15:09:06 - mmengine - INFO - Epoch(train) [208][2100/5005] lr: 6.8708e-04 eta: 23:13:29 time: 0.1774 data_time: 0.0082 loss: 1.1954 2023/03/26 15:09:25 - mmengine - INFO - Epoch(train) [208][2200/5005] lr: 6.8708e-04 eta: 23:13:11 time: 0.1777 data_time: 0.0090 loss: 1.1214 2023/03/26 15:09:43 - mmengine - INFO - Epoch(train) [208][2300/5005] lr: 6.8708e-04 eta: 23:12:53 time: 0.1771 data_time: 0.0084 loss: 1.3979 2023/03/26 15:10:02 - mmengine - INFO - Epoch(train) [208][2400/5005] lr: 6.8708e-04 eta: 23:12:35 time: 0.1772 data_time: 0.0085 loss: 1.1139 2023/03/26 15:10:20 - mmengine - INFO - Epoch(train) [208][2500/5005] lr: 6.8708e-04 eta: 23:12:17 time: 0.1782 data_time: 0.0086 loss: 1.2354 2023/03/26 15:10:39 - mmengine - INFO - Epoch(train) [208][2600/5005] lr: 6.8708e-04 eta: 23:11:59 time: 0.1769 data_time: 0.0086 loss: 1.1193 2023/03/26 15:10:58 - mmengine - INFO - Epoch(train) [208][2700/5005] lr: 6.8708e-04 eta: 23:11:41 time: 0.1773 data_time: 0.0083 loss: 1.3808 2023/03/26 15:11:16 - mmengine - INFO - Epoch(train) [208][2800/5005] lr: 6.8708e-04 eta: 23:11:22 time: 0.1774 data_time: 0.0085 loss: 1.2811 2023/03/26 15:11:35 - mmengine - INFO - Epoch(train) [208][2900/5005] lr: 6.8708e-04 eta: 23:11:04 time: 0.1775 data_time: 0.0085 loss: 1.0509 2023/03/26 15:11:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:11:53 - mmengine - INFO - Epoch(train) [208][3000/5005] lr: 6.8708e-04 eta: 23:10:46 time: 0.1791 data_time: 0.0085 loss: 1.2608 2023/03/26 15:12:11 - mmengine - INFO - Epoch(train) [208][3100/5005] lr: 6.8708e-04 eta: 23:10:28 time: 0.1768 data_time: 0.0084 loss: 1.2119 2023/03/26 15:12:30 - mmengine - INFO - Epoch(train) [208][3200/5005] lr: 6.8708e-04 eta: 23:10:10 time: 0.1772 data_time: 0.0086 loss: 1.2582 2023/03/26 15:12:48 - mmengine - INFO - Epoch(train) [208][3300/5005] lr: 6.8708e-04 eta: 23:09:52 time: 0.1760 data_time: 0.0083 loss: 1.1368 2023/03/26 15:13:07 - mmengine - INFO - Epoch(train) [208][3400/5005] lr: 6.8708e-04 eta: 23:09:34 time: 0.1766 data_time: 0.0085 loss: 1.0548 2023/03/26 15:13:25 - mmengine - INFO - Epoch(train) [208][3500/5005] lr: 6.8708e-04 eta: 23:09:16 time: 0.1769 data_time: 0.0081 loss: 1.1847 2023/03/26 15:13:44 - mmengine - INFO - Epoch(train) [208][3600/5005] lr: 6.8708e-04 eta: 23:08:58 time: 0.1784 data_time: 0.0088 loss: 1.2349 2023/03/26 15:14:02 - mmengine - INFO - Epoch(train) [208][3700/5005] lr: 6.8708e-04 eta: 23:08:40 time: 0.1771 data_time: 0.0084 loss: 1.1556 2023/03/26 15:14:21 - mmengine - INFO - Epoch(train) [208][3800/5005] lr: 6.8708e-04 eta: 23:08:22 time: 0.1771 data_time: 0.0084 loss: 1.2079 2023/03/26 15:14:39 - mmengine - INFO - Epoch(train) [208][3900/5005] lr: 6.8708e-04 eta: 23:08:03 time: 0.1773 data_time: 0.0084 loss: 1.2099 2023/03/26 15:14:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:14:58 - mmengine - INFO - Epoch(train) [208][4000/5005] lr: 6.8708e-04 eta: 23:07:45 time: 0.1754 data_time: 0.0090 loss: 1.2836 2023/03/26 15:15:17 - mmengine - INFO - Epoch(train) [208][4100/5005] lr: 6.8708e-04 eta: 23:07:27 time: 0.1780 data_time: 0.0085 loss: 1.2680 2023/03/26 15:15:35 - mmengine - INFO - Epoch(train) [208][4200/5005] lr: 6.8708e-04 eta: 23:07:09 time: 0.1771 data_time: 0.0085 loss: 1.1586 2023/03/26 15:15:53 - mmengine - INFO - Epoch(train) [208][4300/5005] lr: 6.8708e-04 eta: 23:06:51 time: 0.1775 data_time: 0.0085 loss: 1.1557 2023/03/26 15:16:12 - mmengine - INFO - Epoch(train) [208][4400/5005] lr: 6.8708e-04 eta: 23:06:33 time: 0.1777 data_time: 0.0085 loss: 1.1522 2023/03/26 15:16:31 - mmengine - INFO - Epoch(train) [208][4500/5005] lr: 6.8708e-04 eta: 23:06:15 time: 0.1767 data_time: 0.0086 loss: 1.2838 2023/03/26 15:16:49 - mmengine - INFO - Epoch(train) [208][4600/5005] lr: 6.8708e-04 eta: 23:05:57 time: 0.1781 data_time: 0.0085 loss: 1.2769 2023/03/26 15:17:08 - mmengine - INFO - Epoch(train) [208][4700/5005] lr: 6.8708e-04 eta: 23:05:39 time: 0.1800 data_time: 0.0087 loss: 1.2802 2023/03/26 15:17:26 - mmengine - INFO - Epoch(train) [208][4800/5005] lr: 6.8708e-04 eta: 23:05:21 time: 0.1785 data_time: 0.0081 loss: 1.1516 2023/03/26 15:17:45 - mmengine - INFO - Epoch(train) [208][4900/5005] lr: 6.8708e-04 eta: 23:05:03 time: 0.1982 data_time: 0.0082 loss: 1.2224 2023/03/26 15:17:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:18:03 - mmengine - INFO - Epoch(train) [208][5000/5005] lr: 6.8708e-04 eta: 23:04:44 time: 0.1745 data_time: 0.0086 loss: 1.2620 2023/03/26 15:18:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:18:04 - mmengine - INFO - Saving checkpoint at 208 epochs 2023/03/26 15:18:13 - mmengine - INFO - Epoch(val) [208][100/196] eta: 0:00:07 time: 0.0620 data_time: 0.0255 2023/03/26 15:18:42 - mmengine - INFO - Epoch(val) [208][196/196] accuracy/top1: 71.1900 accuracy/top5: 89.9560data_time: 0.0671 time: 0.1006 2023/03/26 15:19:01 - mmengine - INFO - Epoch(train) [209][ 100/5005] lr: 6.7334e-04 eta: 23:04:26 time: 0.1767 data_time: 0.0087 loss: 1.2248 2023/03/26 15:19:20 - mmengine - INFO - Epoch(train) [209][ 200/5005] lr: 6.7334e-04 eta: 23:04:08 time: 0.1769 data_time: 0.0084 loss: 1.1610 2023/03/26 15:19:38 - mmengine - INFO - Epoch(train) [209][ 300/5005] lr: 6.7334e-04 eta: 23:03:50 time: 0.1765 data_time: 0.0083 loss: 1.2154 2023/03/26 15:19:56 - mmengine - INFO - Epoch(train) [209][ 400/5005] lr: 6.7334e-04 eta: 23:03:31 time: 0.1773 data_time: 0.0088 loss: 1.3273 2023/03/26 15:20:15 - mmengine - INFO - Epoch(train) [209][ 500/5005] lr: 6.7334e-04 eta: 23:03:13 time: 0.1771 data_time: 0.0086 loss: 1.1900 2023/03/26 15:20:33 - mmengine - INFO - Epoch(train) [209][ 600/5005] lr: 6.7334e-04 eta: 23:02:55 time: 0.1769 data_time: 0.0086 loss: 1.2184 2023/03/26 15:20:52 - mmengine - INFO - Epoch(train) [209][ 700/5005] lr: 6.7334e-04 eta: 23:02:37 time: 0.1885 data_time: 0.0084 loss: 0.9609 2023/03/26 15:21:10 - mmengine - INFO - Epoch(train) [209][ 800/5005] lr: 6.7334e-04 eta: 23:02:19 time: 0.1758 data_time: 0.0084 loss: 1.1726 2023/03/26 15:21:29 - mmengine - INFO - Epoch(train) [209][ 900/5005] lr: 6.7334e-04 eta: 23:02:01 time: 0.1785 data_time: 0.0086 loss: 1.1778 2023/03/26 15:21:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:21:47 - mmengine - INFO - Epoch(train) [209][1000/5005] lr: 6.7334e-04 eta: 23:01:43 time: 0.1768 data_time: 0.0086 loss: 1.2713 2023/03/26 15:22:06 - mmengine - INFO - Epoch(train) [209][1100/5005] lr: 6.7334e-04 eta: 23:01:25 time: 0.1967 data_time: 0.0085 loss: 1.2758 2023/03/26 15:22:24 - mmengine - INFO - Epoch(train) [209][1200/5005] lr: 6.7334e-04 eta: 23:01:07 time: 0.1776 data_time: 0.0087 loss: 1.3175 2023/03/26 15:22:43 - mmengine - INFO - Epoch(train) [209][1300/5005] lr: 6.7334e-04 eta: 23:00:49 time: 0.1777 data_time: 0.0085 loss: 1.3666 2023/03/26 15:23:01 - mmengine - INFO - Epoch(train) [209][1400/5005] lr: 6.7334e-04 eta: 23:00:30 time: 0.1766 data_time: 0.0085 loss: 1.2318 2023/03/26 15:23:20 - mmengine - INFO - Epoch(train) [209][1500/5005] lr: 6.7334e-04 eta: 23:00:12 time: 0.1772 data_time: 0.0086 loss: 1.1704 2023/03/26 15:23:38 - mmengine - INFO - Epoch(train) [209][1600/5005] lr: 6.7334e-04 eta: 22:59:54 time: 0.1782 data_time: 0.0086 loss: 1.3598 2023/03/26 15:23:57 - mmengine - INFO - Epoch(train) [209][1700/5005] lr: 6.7334e-04 eta: 22:59:36 time: 0.1985 data_time: 0.0084 loss: 1.2751 2023/03/26 15:24:15 - mmengine - INFO - Epoch(train) [209][1800/5005] lr: 6.7334e-04 eta: 22:59:18 time: 0.2001 data_time: 0.0084 loss: 1.2779 2023/03/26 15:24:34 - mmengine - INFO - Epoch(train) [209][1900/5005] lr: 6.7334e-04 eta: 22:59:00 time: 0.1761 data_time: 0.0084 loss: 1.2091 2023/03/26 15:24:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:24:52 - mmengine - INFO - Epoch(train) [209][2000/5005] lr: 6.7334e-04 eta: 22:58:42 time: 0.1770 data_time: 0.0085 loss: 1.2140 2023/03/26 15:25:11 - mmengine - INFO - Epoch(train) [209][2100/5005] lr: 6.7334e-04 eta: 22:58:24 time: 0.1768 data_time: 0.0086 loss: 1.1773 2023/03/26 15:25:29 - mmengine - INFO - Epoch(train) [209][2200/5005] lr: 6.7334e-04 eta: 22:58:06 time: 0.1793 data_time: 0.0089 loss: 1.1113 2023/03/26 15:25:48 - mmengine - INFO - Epoch(train) [209][2300/5005] lr: 6.7334e-04 eta: 22:57:48 time: 0.1766 data_time: 0.0084 loss: 1.0433 2023/03/26 15:26:06 - mmengine - INFO - Epoch(train) [209][2400/5005] lr: 6.7334e-04 eta: 22:57:29 time: 0.1776 data_time: 0.0084 loss: 1.2932 2023/03/26 15:26:24 - mmengine - INFO - Epoch(train) [209][2500/5005] lr: 6.7334e-04 eta: 22:57:11 time: 0.1786 data_time: 0.0086 loss: 1.0636 2023/03/26 15:26:43 - mmengine - INFO - Epoch(train) [209][2600/5005] lr: 6.7334e-04 eta: 22:56:53 time: 0.1780 data_time: 0.0088 loss: 1.2736 2023/03/26 15:27:02 - mmengine - INFO - Epoch(train) [209][2700/5005] lr: 6.7334e-04 eta: 22:56:35 time: 0.1786 data_time: 0.0085 loss: 1.2559 2023/03/26 15:27:20 - mmengine - INFO - Epoch(train) [209][2800/5005] lr: 6.7334e-04 eta: 22:56:17 time: 0.1772 data_time: 0.0085 loss: 1.2298 2023/03/26 15:27:39 - mmengine - INFO - Epoch(train) [209][2900/5005] lr: 6.7334e-04 eta: 22:55:59 time: 0.1768 data_time: 0.0084 loss: 1.3759 2023/03/26 15:27:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:27:57 - mmengine - INFO - Epoch(train) [209][3000/5005] lr: 6.7334e-04 eta: 22:55:41 time: 0.1758 data_time: 0.0084 loss: 1.1552 2023/03/26 15:28:15 - mmengine - INFO - Epoch(train) [209][3100/5005] lr: 6.7334e-04 eta: 22:55:23 time: 0.1784 data_time: 0.0086 loss: 1.3324 2023/03/26 15:28:34 - mmengine - INFO - Epoch(train) [209][3200/5005] lr: 6.7334e-04 eta: 22:55:05 time: 0.1772 data_time: 0.0084 loss: 1.0416 2023/03/26 15:28:52 - mmengine - INFO - Epoch(train) [209][3300/5005] lr: 6.7334e-04 eta: 22:54:47 time: 0.1765 data_time: 0.0083 loss: 1.1433 2023/03/26 15:29:11 - mmengine - INFO - Epoch(train) [209][3400/5005] lr: 6.7334e-04 eta: 22:54:28 time: 0.1767 data_time: 0.0081 loss: 1.2378 2023/03/26 15:29:29 - mmengine - INFO - Epoch(train) [209][3500/5005] lr: 6.7334e-04 eta: 22:54:10 time: 0.1769 data_time: 0.0083 loss: 0.9674 2023/03/26 15:29:48 - mmengine - INFO - Epoch(train) [209][3600/5005] lr: 6.7334e-04 eta: 22:53:52 time: 0.1975 data_time: 0.0084 loss: 1.1417 2023/03/26 15:30:07 - mmengine - INFO - Epoch(train) [209][3700/5005] lr: 6.7334e-04 eta: 22:53:34 time: 0.1773 data_time: 0.0084 loss: 1.1920 2023/03/26 15:30:25 - mmengine - INFO - Epoch(train) [209][3800/5005] lr: 6.7334e-04 eta: 22:53:16 time: 0.1788 data_time: 0.0088 loss: 1.1729 2023/03/26 15:30:44 - mmengine - INFO - Epoch(train) [209][3900/5005] lr: 6.7334e-04 eta: 22:52:58 time: 0.1765 data_time: 0.0083 loss: 1.2752 2023/03/26 15:30:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:31:02 - mmengine - INFO - Epoch(train) [209][4000/5005] lr: 6.7334e-04 eta: 22:52:40 time: 0.1770 data_time: 0.0088 loss: 1.1813 2023/03/26 15:31:21 - mmengine - INFO - Epoch(train) [209][4100/5005] lr: 6.7334e-04 eta: 22:52:22 time: 0.1932 data_time: 0.0086 loss: 1.3728 2023/03/26 15:31:39 - mmengine - INFO - Epoch(train) [209][4200/5005] lr: 6.7334e-04 eta: 22:52:04 time: 0.1766 data_time: 0.0086 loss: 1.1602 2023/03/26 15:31:57 - mmengine - INFO - Epoch(train) [209][4300/5005] lr: 6.7334e-04 eta: 22:51:46 time: 0.1772 data_time: 0.0085 loss: 1.4219 2023/03/26 15:32:16 - mmengine - INFO - Epoch(train) [209][4400/5005] lr: 6.7334e-04 eta: 22:51:28 time: 0.1769 data_time: 0.0087 loss: 1.3057 2023/03/26 15:32:35 - mmengine - INFO - Epoch(train) [209][4500/5005] lr: 6.7334e-04 eta: 22:51:10 time: 0.1765 data_time: 0.0086 loss: 1.0370 2023/03/26 15:32:53 - mmengine - INFO - Epoch(train) [209][4600/5005] lr: 6.7334e-04 eta: 22:50:52 time: 0.1786 data_time: 0.0085 loss: 1.4120 2023/03/26 15:33:12 - mmengine - INFO - Epoch(train) [209][4700/5005] lr: 6.7334e-04 eta: 22:50:33 time: 0.1771 data_time: 0.0085 loss: 1.2377 2023/03/26 15:33:30 - mmengine - INFO - Epoch(train) [209][4800/5005] lr: 6.7334e-04 eta: 22:50:15 time: 0.1770 data_time: 0.0085 loss: 1.1902 2023/03/26 15:33:49 - mmengine - INFO - Epoch(train) [209][4900/5005] lr: 6.7334e-04 eta: 22:49:57 time: 0.1779 data_time: 0.0084 loss: 1.1749 2023/03/26 15:34:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:34:07 - mmengine - INFO - Epoch(train) [209][5000/5005] lr: 6.7334e-04 eta: 22:49:39 time: 0.1740 data_time: 0.0086 loss: 1.1525 2023/03/26 15:34:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:34:08 - mmengine - INFO - Saving checkpoint at 209 epochs 2023/03/26 15:34:17 - mmengine - INFO - Epoch(val) [209][100/196] eta: 0:00:07 time: 0.0624 data_time: 0.0253 2023/03/26 15:34:45 - mmengine - INFO - Epoch(val) [209][196/196] accuracy/top1: 71.2720 accuracy/top5: 90.0520data_time: 0.0667 time: 0.1003 2023/03/26 15:35:05 - mmengine - INFO - Epoch(train) [210][ 100/5005] lr: 6.5988e-04 eta: 22:49:20 time: 0.1775 data_time: 0.0086 loss: 1.2753 2023/03/26 15:35:23 - mmengine - INFO - Epoch(train) [210][ 200/5005] lr: 6.5988e-04 eta: 22:49:02 time: 0.1775 data_time: 0.0090 loss: 1.2912 2023/03/26 15:35:42 - mmengine - INFO - Epoch(train) [210][ 300/5005] lr: 6.5988e-04 eta: 22:48:44 time: 0.1911 data_time: 0.0088 loss: 1.1972 2023/03/26 15:36:00 - mmengine - INFO - Epoch(train) [210][ 400/5005] lr: 6.5988e-04 eta: 22:48:26 time: 0.1769 data_time: 0.0085 loss: 1.2512 2023/03/26 15:36:19 - mmengine - INFO - Epoch(train) [210][ 500/5005] lr: 6.5988e-04 eta: 22:48:08 time: 0.1901 data_time: 0.0085 loss: 1.5579 2023/03/26 15:36:38 - mmengine - INFO - Epoch(train) [210][ 600/5005] lr: 6.5988e-04 eta: 22:47:50 time: 0.1766 data_time: 0.0085 loss: 1.0849 2023/03/26 15:36:56 - mmengine - INFO - Epoch(train) [210][ 700/5005] lr: 6.5988e-04 eta: 22:47:32 time: 0.1771 data_time: 0.0088 loss: 1.2321 2023/03/26 15:37:15 - mmengine - INFO - Epoch(train) [210][ 800/5005] lr: 6.5988e-04 eta: 22:47:14 time: 0.1770 data_time: 0.0088 loss: 1.1952 2023/03/26 15:37:33 - mmengine - INFO - Epoch(train) [210][ 900/5005] lr: 6.5988e-04 eta: 22:46:56 time: 0.1995 data_time: 0.0082 loss: 1.3436 2023/03/26 15:37:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:37:51 - mmengine - INFO - Epoch(train) [210][1000/5005] lr: 6.5988e-04 eta: 22:46:38 time: 0.1774 data_time: 0.0089 loss: 1.3962 2023/03/26 15:38:10 - mmengine - INFO - Epoch(train) [210][1100/5005] lr: 6.5988e-04 eta: 22:46:19 time: 0.1772 data_time: 0.0084 loss: 1.1973 2023/03/26 15:38:28 - mmengine - INFO - Epoch(train) [210][1200/5005] lr: 6.5988e-04 eta: 22:46:01 time: 0.1782 data_time: 0.0088 loss: 1.0650 2023/03/26 15:38:47 - mmengine - INFO - Epoch(train) [210][1300/5005] lr: 6.5988e-04 eta: 22:45:43 time: 0.1782 data_time: 0.0086 loss: 1.3291 2023/03/26 15:39:06 - mmengine - INFO - Epoch(train) [210][1400/5005] lr: 6.5988e-04 eta: 22:45:25 time: 0.1784 data_time: 0.0089 loss: 1.2168 2023/03/26 15:39:24 - mmengine - INFO - Epoch(train) [210][1500/5005] lr: 6.5988e-04 eta: 22:45:07 time: 0.1770 data_time: 0.0083 loss: 1.2334 2023/03/26 15:39:43 - mmengine - INFO - Epoch(train) [210][1600/5005] lr: 6.5988e-04 eta: 22:44:49 time: 0.1765 data_time: 0.0083 loss: 1.1431 2023/03/26 15:40:01 - mmengine - INFO - Epoch(train) [210][1700/5005] lr: 6.5988e-04 eta: 22:44:31 time: 0.1781 data_time: 0.0089 loss: 1.1087 2023/03/26 15:40:20 - mmengine - INFO - Epoch(train) [210][1800/5005] lr: 6.5988e-04 eta: 22:44:13 time: 0.1774 data_time: 0.0086 loss: 1.5132 2023/03/26 15:40:38 - mmengine - INFO - Epoch(train) [210][1900/5005] lr: 6.5988e-04 eta: 22:43:55 time: 0.1777 data_time: 0.0083 loss: 1.0859 2023/03/26 15:40:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:40:57 - mmengine - INFO - Epoch(train) [210][2000/5005] lr: 6.5988e-04 eta: 22:43:37 time: 0.1782 data_time: 0.0083 loss: 1.1239 2023/03/26 15:41:15 - mmengine - INFO - Epoch(train) [210][2100/5005] lr: 6.5988e-04 eta: 22:43:19 time: 0.1768 data_time: 0.0082 loss: 1.0292 2023/03/26 15:41:34 - mmengine - INFO - Epoch(train) [210][2200/5005] lr: 6.5988e-04 eta: 22:43:01 time: 0.1775 data_time: 0.0085 loss: 1.2657 2023/03/26 15:41:53 - mmengine - INFO - Epoch(train) [210][2300/5005] lr: 6.5988e-04 eta: 22:42:43 time: 0.1782 data_time: 0.0081 loss: 1.4428 2023/03/26 15:42:11 - mmengine - INFO - Epoch(train) [210][2400/5005] lr: 6.5988e-04 eta: 22:42:24 time: 0.1786 data_time: 0.0088 loss: 1.2162 2023/03/26 15:42:29 - mmengine - INFO - Epoch(train) [210][2500/5005] lr: 6.5988e-04 eta: 22:42:06 time: 0.1770 data_time: 0.0086 loss: 1.1581 2023/03/26 15:42:48 - mmengine - INFO - Epoch(train) [210][2600/5005] lr: 6.5988e-04 eta: 22:41:48 time: 0.1777 data_time: 0.0082 loss: 1.2568 2023/03/26 15:43:06 - mmengine - INFO - Epoch(train) [210][2700/5005] lr: 6.5988e-04 eta: 22:41:30 time: 0.1778 data_time: 0.0087 loss: 1.2053 2023/03/26 15:43:25 - mmengine - INFO - Epoch(train) [210][2800/5005] lr: 6.5988e-04 eta: 22:41:12 time: 0.1764 data_time: 0.0084 loss: 1.1466 2023/03/26 15:43:43 - mmengine - INFO - Epoch(train) [210][2900/5005] lr: 6.5988e-04 eta: 22:40:54 time: 0.1778 data_time: 0.0083 loss: 1.1365 2023/03/26 15:43:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:44:02 - mmengine - INFO - Epoch(train) [210][3000/5005] lr: 6.5988e-04 eta: 22:40:36 time: 0.1776 data_time: 0.0086 loss: 1.1758 2023/03/26 15:44:21 - mmengine - INFO - Epoch(train) [210][3100/5005] lr: 6.5988e-04 eta: 22:40:18 time: 0.1774 data_time: 0.0083 loss: 1.2990 2023/03/26 15:44:39 - mmengine - INFO - Epoch(train) [210][3200/5005] lr: 6.5988e-04 eta: 22:40:00 time: 0.1779 data_time: 0.0085 loss: 1.2126 2023/03/26 15:44:58 - mmengine - INFO - Epoch(train) [210][3300/5005] lr: 6.5988e-04 eta: 22:39:42 time: 0.1777 data_time: 0.0086 loss: 1.2670 2023/03/26 15:45:16 - mmengine - INFO - Epoch(train) [210][3400/5005] lr: 6.5988e-04 eta: 22:39:24 time: 0.1869 data_time: 0.0083 loss: 1.1763 2023/03/26 15:45:35 - mmengine - INFO - Epoch(train) [210][3500/5005] lr: 6.5988e-04 eta: 22:39:06 time: 0.1774 data_time: 0.0082 loss: 1.0879 2023/03/26 15:45:53 - mmengine - INFO - Epoch(train) [210][3600/5005] lr: 6.5988e-04 eta: 22:38:48 time: 0.1775 data_time: 0.0086 loss: 1.1361 2023/03/26 15:46:12 - mmengine - INFO - Epoch(train) [210][3700/5005] lr: 6.5988e-04 eta: 22:38:29 time: 0.1783 data_time: 0.0085 loss: 1.3672 2023/03/26 15:46:30 - mmengine - INFO - Epoch(train) [210][3800/5005] lr: 6.5988e-04 eta: 22:38:11 time: 0.1778 data_time: 0.0086 loss: 1.3776 2023/03/26 15:46:49 - mmengine - INFO - Epoch(train) [210][3900/5005] lr: 6.5988e-04 eta: 22:37:53 time: 0.1762 data_time: 0.0085 loss: 1.1748 2023/03/26 15:46:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:47:07 - mmengine - INFO - Epoch(train) [210][4000/5005] lr: 6.5988e-04 eta: 22:37:35 time: 0.1773 data_time: 0.0088 loss: 1.2096 2023/03/26 15:47:26 - mmengine - INFO - Epoch(train) [210][4100/5005] lr: 6.5988e-04 eta: 22:37:17 time: 0.1778 data_time: 0.0086 loss: 1.3109 2023/03/26 15:47:45 - mmengine - INFO - Epoch(train) [210][4200/5005] lr: 6.5988e-04 eta: 22:36:59 time: 0.1767 data_time: 0.0082 loss: 1.2202 2023/03/26 15:48:03 - mmengine - INFO - Epoch(train) [210][4300/5005] lr: 6.5988e-04 eta: 22:36:41 time: 0.1772 data_time: 0.0086 loss: 1.1267 2023/03/26 15:48:22 - mmengine - INFO - Epoch(train) [210][4400/5005] lr: 6.5988e-04 eta: 22:36:23 time: 0.1788 data_time: 0.0082 loss: 1.2701 2023/03/26 15:48:40 - mmengine - INFO - Epoch(train) [210][4500/5005] lr: 6.5988e-04 eta: 22:36:05 time: 0.1786 data_time: 0.0083 loss: 1.1935 2023/03/26 15:48:58 - mmengine - INFO - Epoch(train) [210][4600/5005] lr: 6.5988e-04 eta: 22:35:47 time: 0.1786 data_time: 0.0086 loss: 1.1698 2023/03/26 15:49:17 - mmengine - INFO - Epoch(train) [210][4700/5005] lr: 6.5988e-04 eta: 22:35:29 time: 0.1807 data_time: 0.0087 loss: 1.2729 2023/03/26 15:49:36 - mmengine - INFO - Epoch(train) [210][4800/5005] lr: 6.5988e-04 eta: 22:35:10 time: 0.1785 data_time: 0.0088 loss: 1.2672 2023/03/26 15:49:54 - mmengine - INFO - Epoch(train) [210][4900/5005] lr: 6.5988e-04 eta: 22:34:52 time: 0.1766 data_time: 0.0083 loss: 1.2767 2023/03/26 15:50:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:50:13 - mmengine - INFO - Epoch(train) [210][5000/5005] lr: 6.5988e-04 eta: 22:34:34 time: 0.1738 data_time: 0.0086 loss: 1.3152 2023/03/26 15:50:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:50:14 - mmengine - INFO - Saving checkpoint at 210 epochs 2023/03/26 15:50:22 - mmengine - INFO - Epoch(val) [210][100/196] eta: 0:00:07 time: 0.0624 data_time: 0.0257 2023/03/26 15:50:51 - mmengine - INFO - Epoch(val) [210][196/196] accuracy/top1: 71.2280 accuracy/top5: 89.9680data_time: 0.0665 time: 0.0993 2023/03/26 15:51:10 - mmengine - INFO - Epoch(train) [211][ 100/5005] lr: 6.4668e-04 eta: 22:34:16 time: 0.1774 data_time: 0.0087 loss: 1.1558 2023/03/26 15:51:28 - mmengine - INFO - Epoch(train) [211][ 200/5005] lr: 6.4668e-04 eta: 22:33:58 time: 0.1777 data_time: 0.0089 loss: 1.2744 2023/03/26 15:51:47 - mmengine - INFO - Epoch(train) [211][ 300/5005] lr: 6.4668e-04 eta: 22:33:39 time: 0.1780 data_time: 0.0089 loss: 1.1231 2023/03/26 15:52:05 - mmengine - INFO - Epoch(train) [211][ 400/5005] lr: 6.4668e-04 eta: 22:33:21 time: 0.1766 data_time: 0.0086 loss: 1.2503 2023/03/26 15:52:24 - mmengine - INFO - Epoch(train) [211][ 500/5005] lr: 6.4668e-04 eta: 22:33:03 time: 0.1772 data_time: 0.0088 loss: 1.3239 2023/03/26 15:52:42 - mmengine - INFO - Epoch(train) [211][ 600/5005] lr: 6.4668e-04 eta: 22:32:45 time: 0.1773 data_time: 0.0086 loss: 1.2937 2023/03/26 15:53:00 - mmengine - INFO - Epoch(train) [211][ 700/5005] lr: 6.4668e-04 eta: 22:32:27 time: 0.1764 data_time: 0.0088 loss: 1.3082 2023/03/26 15:53:19 - mmengine - INFO - Epoch(train) [211][ 800/5005] lr: 6.4668e-04 eta: 22:32:09 time: 0.1779 data_time: 0.0086 loss: 1.1246 2023/03/26 15:53:37 - mmengine - INFO - Epoch(train) [211][ 900/5005] lr: 6.4668e-04 eta: 22:31:51 time: 0.1793 data_time: 0.0081 loss: 1.3235 2023/03/26 15:53:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:53:56 - mmengine - INFO - Epoch(train) [211][1000/5005] lr: 6.4668e-04 eta: 22:31:33 time: 0.1995 data_time: 0.0084 loss: 1.3555 2023/03/26 15:54:15 - mmengine - INFO - Epoch(train) [211][1100/5005] lr: 6.4668e-04 eta: 22:31:15 time: 0.1775 data_time: 0.0086 loss: 1.0968 2023/03/26 15:54:33 - mmengine - INFO - Epoch(train) [211][1200/5005] lr: 6.4668e-04 eta: 22:30:57 time: 0.1769 data_time: 0.0086 loss: 1.1136 2023/03/26 15:54:52 - mmengine - INFO - Epoch(train) [211][1300/5005] lr: 6.4668e-04 eta: 22:30:38 time: 0.1767 data_time: 0.0086 loss: 1.3222 2023/03/26 15:55:10 - mmengine - INFO - Epoch(train) [211][1400/5005] lr: 6.4668e-04 eta: 22:30:20 time: 0.1787 data_time: 0.0090 loss: 1.0822 2023/03/26 15:55:29 - mmengine - INFO - Epoch(train) [211][1500/5005] lr: 6.4668e-04 eta: 22:30:02 time: 0.1774 data_time: 0.0086 loss: 1.1689 2023/03/26 15:55:47 - mmengine - INFO - Epoch(train) [211][1600/5005] lr: 6.4668e-04 eta: 22:29:44 time: 0.1762 data_time: 0.0084 loss: 1.1725 2023/03/26 15:56:06 - mmengine - INFO - Epoch(train) [211][1700/5005] lr: 6.4668e-04 eta: 22:29:26 time: 0.1759 data_time: 0.0083 loss: 1.2300 2023/03/26 15:56:24 - mmengine - INFO - Epoch(train) [211][1800/5005] lr: 6.4668e-04 eta: 22:29:08 time: 0.1935 data_time: 0.0084 loss: 1.3146 2023/03/26 15:56:43 - mmengine - INFO - Epoch(train) [211][1900/5005] lr: 6.4668e-04 eta: 22:28:50 time: 0.1775 data_time: 0.0085 loss: 1.3974 2023/03/26 15:56:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 15:57:01 - mmengine - INFO - Epoch(train) [211][2000/5005] lr: 6.4668e-04 eta: 22:28:32 time: 0.1780 data_time: 0.0088 loss: 1.0565 2023/03/26 15:57:20 - mmengine - INFO - Epoch(train) [211][2100/5005] lr: 6.4668e-04 eta: 22:28:14 time: 0.1772 data_time: 0.0083 loss: 1.2442 2023/03/26 15:57:38 - mmengine - INFO - Epoch(train) [211][2200/5005] lr: 6.4668e-04 eta: 22:27:56 time: 0.1767 data_time: 0.0086 loss: 1.2071 2023/03/26 15:57:57 - mmengine - INFO - Epoch(train) [211][2300/5005] lr: 6.4668e-04 eta: 22:27:38 time: 0.1764 data_time: 0.0084 loss: 1.1906 2023/03/26 15:58:15 - mmengine - INFO - Epoch(train) [211][2400/5005] lr: 6.4668e-04 eta: 22:27:19 time: 0.1766 data_time: 0.0089 loss: 1.1789 2023/03/26 15:58:33 - mmengine - INFO - Epoch(train) [211][2500/5005] lr: 6.4668e-04 eta: 22:27:01 time: 0.1769 data_time: 0.0085 loss: 1.3535 2023/03/26 15:58:52 - mmengine - INFO - Epoch(train) [211][2600/5005] lr: 6.4668e-04 eta: 22:26:43 time: 0.1766 data_time: 0.0087 loss: 1.1431 2023/03/26 15:59:10 - mmengine - INFO - Epoch(train) [211][2700/5005] lr: 6.4668e-04 eta: 22:26:25 time: 0.1763 data_time: 0.0084 loss: 1.1094 2023/03/26 15:59:29 - mmengine - INFO - Epoch(train) [211][2800/5005] lr: 6.4668e-04 eta: 22:26:07 time: 0.2116 data_time: 0.0086 loss: 1.0827 2023/03/26 15:59:48 - mmengine - INFO - Epoch(train) [211][2900/5005] lr: 6.4668e-04 eta: 22:25:49 time: 0.1768 data_time: 0.0084 loss: 1.0522 2023/03/26 15:59:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:00:06 - mmengine - INFO - Epoch(train) [211][3000/5005] lr: 6.4668e-04 eta: 22:25:31 time: 0.1788 data_time: 0.0089 loss: 1.1427 2023/03/26 16:00:25 - mmengine - INFO - Epoch(train) [211][3100/5005] lr: 6.4668e-04 eta: 22:25:13 time: 0.1767 data_time: 0.0087 loss: 1.1236 2023/03/26 16:00:43 - mmengine - INFO - Epoch(train) [211][3200/5005] lr: 6.4668e-04 eta: 22:24:55 time: 0.1773 data_time: 0.0087 loss: 1.1640 2023/03/26 16:01:01 - mmengine - INFO - Epoch(train) [211][3300/5005] lr: 6.4668e-04 eta: 22:24:36 time: 0.1798 data_time: 0.0090 loss: 1.0633 2023/03/26 16:01:20 - mmengine - INFO - Epoch(train) [211][3400/5005] lr: 6.4668e-04 eta: 22:24:18 time: 0.1772 data_time: 0.0087 loss: 1.2377 2023/03/26 16:01:38 - mmengine - INFO - Epoch(train) [211][3500/5005] lr: 6.4668e-04 eta: 22:24:00 time: 0.1770 data_time: 0.0088 loss: 1.0783 2023/03/26 16:01:57 - mmengine - INFO - Epoch(train) [211][3600/5005] lr: 6.4668e-04 eta: 22:23:42 time: 0.1784 data_time: 0.0086 loss: 1.1148 2023/03/26 16:02:15 - mmengine - INFO - Epoch(train) [211][3700/5005] lr: 6.4668e-04 eta: 22:23:24 time: 0.1764 data_time: 0.0090 loss: 1.3200 2023/03/26 16:02:34 - mmengine - INFO - Epoch(train) [211][3800/5005] lr: 6.4668e-04 eta: 22:23:06 time: 0.1773 data_time: 0.0085 loss: 1.2740 2023/03/26 16:02:52 - mmengine - INFO - Epoch(train) [211][3900/5005] lr: 6.4668e-04 eta: 22:22:48 time: 0.1767 data_time: 0.0084 loss: 1.2245 2023/03/26 16:03:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:03:11 - mmengine - INFO - Epoch(train) [211][4000/5005] lr: 6.4668e-04 eta: 22:22:30 time: 0.1766 data_time: 0.0086 loss: 1.3064 2023/03/26 16:03:29 - mmengine - INFO - Epoch(train) [211][4100/5005] lr: 6.4668e-04 eta: 22:22:12 time: 0.1784 data_time: 0.0086 loss: 1.2375 2023/03/26 16:03:47 - mmengine - INFO - Epoch(train) [211][4200/5005] lr: 6.4668e-04 eta: 22:21:53 time: 0.1781 data_time: 0.0088 loss: 1.2663 2023/03/26 16:04:06 - mmengine - INFO - Epoch(train) [211][4300/5005] lr: 6.4668e-04 eta: 22:21:35 time: 0.1769 data_time: 0.0087 loss: 1.2555 2023/03/26 16:04:24 - mmengine - INFO - Epoch(train) [211][4400/5005] lr: 6.4668e-04 eta: 22:21:17 time: 0.1770 data_time: 0.0084 loss: 1.0860 2023/03/26 16:04:43 - mmengine - INFO - Epoch(train) [211][4500/5005] lr: 6.4668e-04 eta: 22:20:59 time: 0.1777 data_time: 0.0088 loss: 1.3066 2023/03/26 16:05:02 - mmengine - INFO - Epoch(train) [211][4600/5005] lr: 6.4668e-04 eta: 22:20:41 time: 0.1860 data_time: 0.0086 loss: 1.1228 2023/03/26 16:05:20 - mmengine - INFO - Epoch(train) [211][4700/5005] lr: 6.4668e-04 eta: 22:20:23 time: 0.1780 data_time: 0.0081 loss: 1.1065 2023/03/26 16:05:39 - mmengine - INFO - Epoch(train) [211][4800/5005] lr: 6.4668e-04 eta: 22:20:05 time: 0.1779 data_time: 0.0086 loss: 1.2352 2023/03/26 16:05:57 - mmengine - INFO - Epoch(train) [211][4900/5005] lr: 6.4668e-04 eta: 22:19:47 time: 0.1929 data_time: 0.0083 loss: 1.2707 2023/03/26 16:06:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:06:15 - mmengine - INFO - Epoch(train) [211][5000/5005] lr: 6.4668e-04 eta: 22:19:29 time: 0.1742 data_time: 0.0089 loss: 1.2408 2023/03/26 16:06:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:06:17 - mmengine - INFO - Saving checkpoint at 211 epochs 2023/03/26 16:06:25 - mmengine - INFO - Epoch(val) [211][100/196] eta: 0:00:07 time: 0.0990 data_time: 0.0261 2023/03/26 16:06:54 - mmengine - INFO - Epoch(val) [211][196/196] accuracy/top1: 71.3120 accuracy/top5: 90.0160data_time: 0.0687 time: 0.1015 2023/03/26 16:07:14 - mmengine - INFO - Epoch(train) [212][ 100/5005] lr: 6.3374e-04 eta: 22:19:10 time: 0.1764 data_time: 0.0084 loss: 1.2014 2023/03/26 16:07:32 - mmengine - INFO - Epoch(train) [212][ 200/5005] lr: 6.3374e-04 eta: 22:18:52 time: 0.1764 data_time: 0.0082 loss: 1.1983 2023/03/26 16:07:50 - mmengine - INFO - Epoch(train) [212][ 300/5005] lr: 6.3374e-04 eta: 22:18:34 time: 0.2003 data_time: 0.0080 loss: 1.0891 2023/03/26 16:08:09 - mmengine - INFO - Epoch(train) [212][ 400/5005] lr: 6.3374e-04 eta: 22:18:16 time: 0.1765 data_time: 0.0084 loss: 1.3812 2023/03/26 16:08:27 - mmengine - INFO - Epoch(train) [212][ 500/5005] lr: 6.3374e-04 eta: 22:17:58 time: 0.1755 data_time: 0.0078 loss: 1.2701 2023/03/26 16:08:46 - mmengine - INFO - Epoch(train) [212][ 600/5005] lr: 6.3374e-04 eta: 22:17:40 time: 0.1766 data_time: 0.0084 loss: 1.2390 2023/03/26 16:09:04 - mmengine - INFO - Epoch(train) [212][ 700/5005] lr: 6.3374e-04 eta: 22:17:21 time: 0.1770 data_time: 0.0082 loss: 1.2407 2023/03/26 16:09:22 - mmengine - INFO - Epoch(train) [212][ 800/5005] lr: 6.3374e-04 eta: 22:17:03 time: 0.1762 data_time: 0.0081 loss: 1.1494 2023/03/26 16:09:41 - mmengine - INFO - Epoch(train) [212][ 900/5005] lr: 6.3374e-04 eta: 22:16:45 time: 0.1768 data_time: 0.0080 loss: 1.3066 2023/03/26 16:09:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:09:59 - mmengine - INFO - Epoch(train) [212][1000/5005] lr: 6.3374e-04 eta: 22:16:27 time: 0.1772 data_time: 0.0081 loss: 1.2148 2023/03/26 16:10:18 - mmengine - INFO - Epoch(train) [212][1100/5005] lr: 6.3374e-04 eta: 22:16:09 time: 0.1780 data_time: 0.0081 loss: 1.2476 2023/03/26 16:10:36 - mmengine - INFO - Epoch(train) [212][1200/5005] lr: 6.3374e-04 eta: 22:15:51 time: 0.1765 data_time: 0.0081 loss: 1.1243 2023/03/26 16:10:54 - mmengine - INFO - Epoch(train) [212][1300/5005] lr: 6.3374e-04 eta: 22:15:33 time: 0.1767 data_time: 0.0084 loss: 1.3201 2023/03/26 16:11:13 - mmengine - INFO - Epoch(train) [212][1400/5005] lr: 6.3374e-04 eta: 22:15:15 time: 0.1971 data_time: 0.0078 loss: 1.1991 2023/03/26 16:11:32 - mmengine - INFO - Epoch(train) [212][1500/5005] lr: 6.3374e-04 eta: 22:14:56 time: 0.1769 data_time: 0.0082 loss: 1.3261 2023/03/26 16:11:50 - mmengine - INFO - Epoch(train) [212][1600/5005] lr: 6.3374e-04 eta: 22:14:38 time: 0.1777 data_time: 0.0083 loss: 1.0832 2023/03/26 16:12:08 - mmengine - INFO - Epoch(train) [212][1700/5005] lr: 6.3374e-04 eta: 22:14:20 time: 0.1775 data_time: 0.0086 loss: 1.3818 2023/03/26 16:12:27 - mmengine - INFO - Epoch(train) [212][1800/5005] lr: 6.3374e-04 eta: 22:14:02 time: 0.1879 data_time: 0.0082 loss: 1.1285 2023/03/26 16:12:45 - mmengine - INFO - Epoch(train) [212][1900/5005] lr: 6.3374e-04 eta: 22:13:44 time: 0.1768 data_time: 0.0084 loss: 1.2467 2023/03/26 16:12:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:13:04 - mmengine - INFO - Epoch(train) [212][2000/5005] lr: 6.3374e-04 eta: 22:13:26 time: 0.1759 data_time: 0.0082 loss: 1.1424 2023/03/26 16:13:22 - mmengine - INFO - Epoch(train) [212][2100/5005] lr: 6.3374e-04 eta: 22:13:08 time: 0.1773 data_time: 0.0082 loss: 1.2612 2023/03/26 16:13:40 - mmengine - INFO - Epoch(train) [212][2200/5005] lr: 6.3374e-04 eta: 22:12:49 time: 0.1768 data_time: 0.0086 loss: 1.1184 2023/03/26 16:13:59 - mmengine - INFO - Epoch(train) [212][2300/5005] lr: 6.3374e-04 eta: 22:12:31 time: 0.1955 data_time: 0.0082 loss: 1.1385 2023/03/26 16:14:18 - mmengine - INFO - Epoch(train) [212][2400/5005] lr: 6.3374e-04 eta: 22:12:13 time: 0.1760 data_time: 0.0082 loss: 1.2190 2023/03/26 16:14:36 - mmengine - INFO - Epoch(train) [212][2500/5005] lr: 6.3374e-04 eta: 22:11:55 time: 0.1861 data_time: 0.0084 loss: 1.0104 2023/03/26 16:14:54 - mmengine - INFO - Epoch(train) [212][2600/5005] lr: 6.3374e-04 eta: 22:11:37 time: 0.1766 data_time: 0.0083 loss: 1.3453 2023/03/26 16:15:13 - mmengine - INFO - Epoch(train) [212][2700/5005] lr: 6.3374e-04 eta: 22:11:19 time: 0.1782 data_time: 0.0083 loss: 1.2223 2023/03/26 16:15:31 - mmengine - INFO - Epoch(train) [212][2800/5005] lr: 6.3374e-04 eta: 22:11:01 time: 0.1774 data_time: 0.0084 loss: 1.2601 2023/03/26 16:15:50 - mmengine - INFO - Epoch(train) [212][2900/5005] lr: 6.3374e-04 eta: 22:10:43 time: 0.1766 data_time: 0.0082 loss: 1.1054 2023/03/26 16:15:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:16:08 - mmengine - INFO - Epoch(train) [212][3000/5005] lr: 6.3374e-04 eta: 22:10:25 time: 0.1763 data_time: 0.0082 loss: 1.1562 2023/03/26 16:16:26 - mmengine - INFO - Epoch(train) [212][3100/5005] lr: 6.3374e-04 eta: 22:10:06 time: 0.1767 data_time: 0.0083 loss: 1.2953 2023/03/26 16:16:45 - mmengine - INFO - Epoch(train) [212][3200/5005] lr: 6.3374e-04 eta: 22:09:48 time: 0.1788 data_time: 0.0082 loss: 1.2659 2023/03/26 16:17:04 - mmengine - INFO - Epoch(train) [212][3300/5005] lr: 6.3374e-04 eta: 22:09:30 time: 0.1768 data_time: 0.0082 loss: 1.0788 2023/03/26 16:17:22 - mmengine - INFO - Epoch(train) [212][3400/5005] lr: 6.3374e-04 eta: 22:09:12 time: 0.1983 data_time: 0.0085 loss: 1.0695 2023/03/26 16:17:40 - mmengine - INFO - Epoch(train) [212][3500/5005] lr: 6.3374e-04 eta: 22:08:54 time: 0.1777 data_time: 0.0084 loss: 1.3179 2023/03/26 16:17:59 - mmengine - INFO - Epoch(train) [212][3600/5005] lr: 6.3374e-04 eta: 22:08:36 time: 0.1760 data_time: 0.0083 loss: 1.2464 2023/03/26 16:18:17 - mmengine - INFO - Epoch(train) [212][3700/5005] lr: 6.3374e-04 eta: 22:08:18 time: 0.1898 data_time: 0.0083 loss: 1.2922 2023/03/26 16:18:36 - mmengine - INFO - Epoch(train) [212][3800/5005] lr: 6.3374e-04 eta: 22:08:00 time: 0.1762 data_time: 0.0082 loss: 1.2857 2023/03/26 16:18:54 - mmengine - INFO - Epoch(train) [212][3900/5005] lr: 6.3374e-04 eta: 22:07:42 time: 0.1773 data_time: 0.0085 loss: 1.2361 2023/03/26 16:19:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:19:12 - mmengine - INFO - Epoch(train) [212][4000/5005] lr: 6.3374e-04 eta: 22:07:24 time: 0.1763 data_time: 0.0082 loss: 1.2737 2023/03/26 16:19:31 - mmengine - INFO - Epoch(train) [212][4100/5005] lr: 6.3374e-04 eta: 22:07:06 time: 0.1762 data_time: 0.0085 loss: 1.4241 2023/03/26 16:19:50 - mmengine - INFO - Epoch(train) [212][4200/5005] lr: 6.3374e-04 eta: 22:06:48 time: 0.1767 data_time: 0.0083 loss: 1.4025 2023/03/26 16:20:08 - mmengine - INFO - Epoch(train) [212][4300/5005] lr: 6.3374e-04 eta: 22:06:29 time: 0.1761 data_time: 0.0082 loss: 1.2151 2023/03/26 16:20:27 - mmengine - INFO - Epoch(train) [212][4400/5005] lr: 6.3374e-04 eta: 22:06:11 time: 0.1875 data_time: 0.0084 loss: 1.0815 2023/03/26 16:20:45 - mmengine - INFO - Epoch(train) [212][4500/5005] lr: 6.3374e-04 eta: 22:05:53 time: 0.1783 data_time: 0.0086 loss: 1.1886 2023/03/26 16:21:03 - mmengine - INFO - Epoch(train) [212][4600/5005] lr: 6.3374e-04 eta: 22:05:35 time: 0.1759 data_time: 0.0085 loss: 1.2111 2023/03/26 16:21:22 - mmengine - INFO - Epoch(train) [212][4700/5005] lr: 6.3374e-04 eta: 22:05:17 time: 0.1840 data_time: 0.0080 loss: 1.2313 2023/03/26 16:21:40 - mmengine - INFO - Epoch(train) [212][4800/5005] lr: 6.3374e-04 eta: 22:04:59 time: 0.1765 data_time: 0.0083 loss: 1.2714 2023/03/26 16:21:59 - mmengine - INFO - Epoch(train) [212][4900/5005] lr: 6.3374e-04 eta: 22:04:41 time: 0.2007 data_time: 0.0083 loss: 1.0415 2023/03/26 16:22:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:22:18 - mmengine - INFO - Epoch(train) [212][5000/5005] lr: 6.3374e-04 eta: 22:04:23 time: 0.1969 data_time: 0.0084 loss: 1.2880 2023/03/26 16:22:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:22:19 - mmengine - INFO - Saving checkpoint at 212 epochs 2023/03/26 16:22:27 - mmengine - INFO - Epoch(val) [212][100/196] eta: 0:00:07 time: 0.0373 data_time: 0.0009 2023/03/26 16:22:56 - mmengine - INFO - Epoch(val) [212][196/196] accuracy/top1: 71.2960 accuracy/top5: 90.0240data_time: 0.0702 time: 0.1019 2023/03/26 16:23:16 - mmengine - INFO - Epoch(train) [213][ 100/5005] lr: 6.2107e-04 eta: 22:04:04 time: 0.1778 data_time: 0.0087 loss: 1.1610 2023/03/26 16:23:34 - mmengine - INFO - Epoch(train) [213][ 200/5005] lr: 6.2107e-04 eta: 22:03:46 time: 0.1779 data_time: 0.0093 loss: 1.2415 2023/03/26 16:23:53 - mmengine - INFO - Epoch(train) [213][ 300/5005] lr: 6.2107e-04 eta: 22:03:28 time: 0.1772 data_time: 0.0087 loss: 1.3307 2023/03/26 16:24:11 - mmengine - INFO - Epoch(train) [213][ 400/5005] lr: 6.2107e-04 eta: 22:03:10 time: 0.1770 data_time: 0.0087 loss: 1.1126 2023/03/26 16:24:29 - mmengine - INFO - Epoch(train) [213][ 500/5005] lr: 6.2107e-04 eta: 22:02:52 time: 0.1783 data_time: 0.0088 loss: 1.2527 2023/03/26 16:24:48 - mmengine - INFO - Epoch(train) [213][ 600/5005] lr: 6.2107e-04 eta: 22:02:33 time: 0.1788 data_time: 0.0084 loss: 1.3505 2023/03/26 16:25:06 - mmengine - INFO - Epoch(train) [213][ 700/5005] lr: 6.2107e-04 eta: 22:02:15 time: 0.1772 data_time: 0.0090 loss: 1.1087 2023/03/26 16:25:25 - mmengine - INFO - Epoch(train) [213][ 800/5005] lr: 6.2107e-04 eta: 22:01:57 time: 0.1778 data_time: 0.0082 loss: 1.2087 2023/03/26 16:25:43 - mmengine - INFO - Epoch(train) [213][ 900/5005] lr: 6.2107e-04 eta: 22:01:39 time: 0.1775 data_time: 0.0085 loss: 1.1569 2023/03/26 16:25:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:26:02 - mmengine - INFO - Epoch(train) [213][1000/5005] lr: 6.2107e-04 eta: 22:01:21 time: 0.1772 data_time: 0.0084 loss: 1.3917 2023/03/26 16:26:21 - mmengine - INFO - Epoch(train) [213][1100/5005] lr: 6.2107e-04 eta: 22:01:03 time: 0.1775 data_time: 0.0090 loss: 1.3394 2023/03/26 16:26:39 - mmengine - INFO - Epoch(train) [213][1200/5005] lr: 6.2107e-04 eta: 22:00:45 time: 0.1786 data_time: 0.0089 loss: 1.2895 2023/03/26 16:26:58 - mmengine - INFO - Epoch(train) [213][1300/5005] lr: 6.2107e-04 eta: 22:00:27 time: 0.1777 data_time: 0.0088 loss: 1.2653 2023/03/26 16:27:16 - mmengine - INFO - Epoch(train) [213][1400/5005] lr: 6.2107e-04 eta: 22:00:09 time: 0.1778 data_time: 0.0090 loss: 1.1786 2023/03/26 16:27:35 - mmengine - INFO - Epoch(train) [213][1500/5005] lr: 6.2107e-04 eta: 21:59:51 time: 0.1957 data_time: 0.0084 loss: 1.2635 2023/03/26 16:27:53 - mmengine - INFO - Epoch(train) [213][1600/5005] lr: 6.2107e-04 eta: 21:59:33 time: 0.1776 data_time: 0.0084 loss: 1.2843 2023/03/26 16:28:12 - mmengine - INFO - Epoch(train) [213][1700/5005] lr: 6.2107e-04 eta: 21:59:15 time: 0.1775 data_time: 0.0087 loss: 0.9835 2023/03/26 16:28:30 - mmengine - INFO - Epoch(train) [213][1800/5005] lr: 6.2107e-04 eta: 21:58:57 time: 0.1775 data_time: 0.0085 loss: 1.0144 2023/03/26 16:28:49 - mmengine - INFO - Epoch(train) [213][1900/5005] lr: 6.2107e-04 eta: 21:58:39 time: 0.1770 data_time: 0.0087 loss: 1.2356 2023/03/26 16:28:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:29:07 - mmengine - INFO - Epoch(train) [213][2000/5005] lr: 6.2107e-04 eta: 21:58:20 time: 0.1784 data_time: 0.0092 loss: 1.1080 2023/03/26 16:29:26 - mmengine - INFO - Epoch(train) [213][2100/5005] lr: 6.2107e-04 eta: 21:58:02 time: 0.1780 data_time: 0.0088 loss: 1.3666 2023/03/26 16:29:45 - mmengine - INFO - Epoch(train) [213][2200/5005] lr: 6.2107e-04 eta: 21:57:44 time: 0.1775 data_time: 0.0088 loss: 1.2441 2023/03/26 16:30:03 - mmengine - INFO - Epoch(train) [213][2300/5005] lr: 6.2107e-04 eta: 21:57:26 time: 0.1768 data_time: 0.0085 loss: 1.3450 2023/03/26 16:30:22 - mmengine - INFO - Epoch(train) [213][2400/5005] lr: 6.2107e-04 eta: 21:57:08 time: 0.1774 data_time: 0.0085 loss: 1.3525 2023/03/26 16:30:40 - mmengine - INFO - Epoch(train) [213][2500/5005] lr: 6.2107e-04 eta: 21:56:50 time: 0.1768 data_time: 0.0084 loss: 1.1895 2023/03/26 16:30:59 - mmengine - INFO - Epoch(train) [213][2600/5005] lr: 6.2107e-04 eta: 21:56:32 time: 0.1783 data_time: 0.0087 loss: 1.1484 2023/03/26 16:31:17 - mmengine - INFO - Epoch(train) [213][2700/5005] lr: 6.2107e-04 eta: 21:56:14 time: 0.1786 data_time: 0.0087 loss: 1.2518 2023/03/26 16:31:36 - mmengine - INFO - Epoch(train) [213][2800/5005] lr: 6.2107e-04 eta: 21:55:56 time: 0.1782 data_time: 0.0087 loss: 1.2077 2023/03/26 16:31:54 - mmengine - INFO - Epoch(train) [213][2900/5005] lr: 6.2107e-04 eta: 21:55:38 time: 0.1785 data_time: 0.0093 loss: 1.2233 2023/03/26 16:32:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:32:13 - mmengine - INFO - Epoch(train) [213][3000/5005] lr: 6.2107e-04 eta: 21:55:20 time: 0.1805 data_time: 0.0088 loss: 1.1768 2023/03/26 16:32:32 - mmengine - INFO - Epoch(train) [213][3100/5005] lr: 6.2107e-04 eta: 21:55:02 time: 0.1772 data_time: 0.0090 loss: 1.1378 2023/03/26 16:32:50 - mmengine - INFO - Epoch(train) [213][3200/5005] lr: 6.2107e-04 eta: 21:54:44 time: 0.1777 data_time: 0.0086 loss: 1.3436 2023/03/26 16:33:09 - mmengine - INFO - Epoch(train) [213][3300/5005] lr: 6.2107e-04 eta: 21:54:26 time: 0.1783 data_time: 0.0089 loss: 1.0829 2023/03/26 16:33:27 - mmengine - INFO - Epoch(train) [213][3400/5005] lr: 6.2107e-04 eta: 21:54:08 time: 0.1804 data_time: 0.0087 loss: 1.2020 2023/03/26 16:33:46 - mmengine - INFO - Epoch(train) [213][3500/5005] lr: 6.2107e-04 eta: 21:53:50 time: 0.1773 data_time: 0.0084 loss: 1.0849 2023/03/26 16:34:04 - mmengine - INFO - Epoch(train) [213][3600/5005] lr: 6.2107e-04 eta: 21:53:32 time: 0.1779 data_time: 0.0087 loss: 1.2299 2023/03/26 16:34:23 - mmengine - INFO - Epoch(train) [213][3700/5005] lr: 6.2107e-04 eta: 21:53:13 time: 0.1774 data_time: 0.0087 loss: 1.2009 2023/03/26 16:34:41 - mmengine - INFO - Epoch(train) [213][3800/5005] lr: 6.2107e-04 eta: 21:52:55 time: 0.1790 data_time: 0.0090 loss: 1.0949 2023/03/26 16:35:00 - mmengine - INFO - Epoch(train) [213][3900/5005] lr: 6.2107e-04 eta: 21:52:37 time: 0.1997 data_time: 0.0085 loss: 1.4263 2023/03/26 16:35:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:35:18 - mmengine - INFO - Epoch(train) [213][4000/5005] lr: 6.2107e-04 eta: 21:52:19 time: 0.1787 data_time: 0.0088 loss: 1.5551 2023/03/26 16:35:37 - mmengine - INFO - Epoch(train) [213][4100/5005] lr: 6.2107e-04 eta: 21:52:01 time: 0.1775 data_time: 0.0087 loss: 1.2892 2023/03/26 16:35:55 - mmengine - INFO - Epoch(train) [213][4200/5005] lr: 6.2107e-04 eta: 21:51:43 time: 0.1906 data_time: 0.0091 loss: 1.1446 2023/03/26 16:36:14 - mmengine - INFO - Epoch(train) [213][4300/5005] lr: 6.2107e-04 eta: 21:51:25 time: 0.1912 data_time: 0.0088 loss: 1.3002 2023/03/26 16:36:33 - mmengine - INFO - Epoch(train) [213][4400/5005] lr: 6.2107e-04 eta: 21:51:07 time: 0.1775 data_time: 0.0088 loss: 1.1159 2023/03/26 16:36:51 - mmengine - INFO - Epoch(train) [213][4500/5005] lr: 6.2107e-04 eta: 21:50:49 time: 0.1783 data_time: 0.0088 loss: 1.1562 2023/03/26 16:37:10 - mmengine - INFO - Epoch(train) [213][4600/5005] lr: 6.2107e-04 eta: 21:50:31 time: 0.1775 data_time: 0.0086 loss: 1.2425 2023/03/26 16:37:28 - mmengine - INFO - Epoch(train) [213][4700/5005] lr: 6.2107e-04 eta: 21:50:13 time: 0.1828 data_time: 0.0091 loss: 1.4203 2023/03/26 16:37:47 - mmengine - INFO - Epoch(train) [213][4800/5005] lr: 6.2107e-04 eta: 21:49:55 time: 0.1781 data_time: 0.0088 loss: 1.1630 2023/03/26 16:38:06 - mmengine - INFO - Epoch(train) [213][4900/5005] lr: 6.2107e-04 eta: 21:49:37 time: 0.1777 data_time: 0.0087 loss: 1.2929 2023/03/26 16:38:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:38:24 - mmengine - INFO - Epoch(train) [213][5000/5005] lr: 6.2107e-04 eta: 21:49:19 time: 0.1899 data_time: 0.0085 loss: 1.4840 2023/03/26 16:38:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:38:25 - mmengine - INFO - Saving checkpoint at 213 epochs 2023/03/26 16:38:34 - mmengine - INFO - Epoch(val) [213][100/196] eta: 0:00:07 time: 0.0631 data_time: 0.0262 2023/03/26 16:39:02 - mmengine - INFO - Epoch(val) [213][196/196] accuracy/top1: 71.3200 accuracy/top5: 90.0620data_time: 0.0668 time: 0.0988 2023/03/26 16:39:22 - mmengine - INFO - Epoch(train) [214][ 100/5005] lr: 6.0865e-04 eta: 21:49:00 time: 0.1761 data_time: 0.0087 loss: 1.0368 2023/03/26 16:39:40 - mmengine - INFO - Epoch(train) [214][ 200/5005] lr: 6.0865e-04 eta: 21:48:42 time: 0.1771 data_time: 0.0084 loss: 1.1442 2023/03/26 16:39:59 - mmengine - INFO - Epoch(train) [214][ 300/5005] lr: 6.0865e-04 eta: 21:48:24 time: 0.1779 data_time: 0.0088 loss: 1.1719 2023/03/26 16:40:17 - mmengine - INFO - Epoch(train) [214][ 400/5005] lr: 6.0865e-04 eta: 21:48:06 time: 0.1776 data_time: 0.0088 loss: 1.0867 2023/03/26 16:40:36 - mmengine - INFO - Epoch(train) [214][ 500/5005] lr: 6.0865e-04 eta: 21:47:48 time: 0.1771 data_time: 0.0087 loss: 1.1343 2023/03/26 16:40:54 - mmengine - INFO - Epoch(train) [214][ 600/5005] lr: 6.0865e-04 eta: 21:47:30 time: 0.1776 data_time: 0.0086 loss: 1.0854 2023/03/26 16:41:13 - mmengine - INFO - Epoch(train) [214][ 700/5005] lr: 6.0865e-04 eta: 21:47:12 time: 0.1782 data_time: 0.0089 loss: 1.0889 2023/03/26 16:41:32 - mmengine - INFO - Epoch(train) [214][ 800/5005] lr: 6.0865e-04 eta: 21:46:54 time: 0.1774 data_time: 0.0087 loss: 1.1358 2023/03/26 16:41:50 - mmengine - INFO - Epoch(train) [214][ 900/5005] lr: 6.0865e-04 eta: 21:46:36 time: 0.1914 data_time: 0.0094 loss: 1.2553 2023/03/26 16:41:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:42:09 - mmengine - INFO - Epoch(train) [214][1000/5005] lr: 6.0865e-04 eta: 21:46:18 time: 0.1779 data_time: 0.0095 loss: 1.2994 2023/03/26 16:42:27 - mmengine - INFO - Epoch(train) [214][1100/5005] lr: 6.0865e-04 eta: 21:46:00 time: 0.1770 data_time: 0.0090 loss: 1.2248 2023/03/26 16:42:46 - mmengine - INFO - Epoch(train) [214][1200/5005] lr: 6.0865e-04 eta: 21:45:41 time: 0.1776 data_time: 0.0090 loss: 1.2115 2023/03/26 16:43:04 - mmengine - INFO - Epoch(train) [214][1300/5005] lr: 6.0865e-04 eta: 21:45:23 time: 0.1932 data_time: 0.0087 loss: 1.2579 2023/03/26 16:43:23 - mmengine - INFO - Epoch(train) [214][1400/5005] lr: 6.0865e-04 eta: 21:45:05 time: 0.1771 data_time: 0.0087 loss: 1.3375 2023/03/26 16:43:41 - mmengine - INFO - Epoch(train) [214][1500/5005] lr: 6.0865e-04 eta: 21:44:47 time: 0.1776 data_time: 0.0089 loss: 1.1227 2023/03/26 16:44:00 - mmengine - INFO - Epoch(train) [214][1600/5005] lr: 6.0865e-04 eta: 21:44:29 time: 0.1779 data_time: 0.0090 loss: 1.1324 2023/03/26 16:44:19 - mmengine - INFO - Epoch(train) [214][1700/5005] lr: 6.0865e-04 eta: 21:44:11 time: 0.1792 data_time: 0.0090 loss: 1.0820 2023/03/26 16:44:37 - mmengine - INFO - Epoch(train) [214][1800/5005] lr: 6.0865e-04 eta: 21:43:53 time: 0.1775 data_time: 0.0089 loss: 1.2328 2023/03/26 16:44:56 - mmengine - INFO - Epoch(train) [214][1900/5005] lr: 6.0865e-04 eta: 21:43:35 time: 0.1781 data_time: 0.0091 loss: 1.1902 2023/03/26 16:45:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:45:15 - mmengine - INFO - Epoch(train) [214][2000/5005] lr: 6.0865e-04 eta: 21:43:17 time: 0.1774 data_time: 0.0088 loss: 1.2045 2023/03/26 16:45:33 - mmengine - INFO - Epoch(train) [214][2100/5005] lr: 6.0865e-04 eta: 21:42:59 time: 0.1774 data_time: 0.0089 loss: 1.1774 2023/03/26 16:45:52 - mmengine - INFO - Epoch(train) [214][2200/5005] lr: 6.0865e-04 eta: 21:42:41 time: 0.1767 data_time: 0.0086 loss: 1.2366 2023/03/26 16:46:10 - mmengine - INFO - Epoch(train) [214][2300/5005] lr: 6.0865e-04 eta: 21:42:23 time: 0.1780 data_time: 0.0090 loss: 1.1007 2023/03/26 16:46:29 - mmengine - INFO - Epoch(train) [214][2400/5005] lr: 6.0865e-04 eta: 21:42:05 time: 0.1786 data_time: 0.0089 loss: 1.0997 2023/03/26 16:46:47 - mmengine - INFO - Epoch(train) [214][2500/5005] lr: 6.0865e-04 eta: 21:41:47 time: 0.1779 data_time: 0.0087 loss: 1.0400 2023/03/26 16:47:06 - mmengine - INFO - Epoch(train) [214][2600/5005] lr: 6.0865e-04 eta: 21:41:29 time: 0.1785 data_time: 0.0091 loss: 1.1577 2023/03/26 16:47:25 - mmengine - INFO - Epoch(train) [214][2700/5005] lr: 6.0865e-04 eta: 21:41:11 time: 0.1772 data_time: 0.0088 loss: 1.2088 2023/03/26 16:47:43 - mmengine - INFO - Epoch(train) [214][2800/5005] lr: 6.0865e-04 eta: 21:40:53 time: 0.1785 data_time: 0.0089 loss: 1.1655 2023/03/26 16:48:02 - mmengine - INFO - Epoch(train) [214][2900/5005] lr: 6.0865e-04 eta: 21:40:35 time: 0.1761 data_time: 0.0088 loss: 1.1660 2023/03/26 16:48:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:48:20 - mmengine - INFO - Epoch(train) [214][3000/5005] lr: 6.0865e-04 eta: 21:40:16 time: 0.1789 data_time: 0.0091 loss: 1.2212 2023/03/26 16:48:39 - mmengine - INFO - Epoch(train) [214][3100/5005] lr: 6.0865e-04 eta: 21:39:58 time: 0.1767 data_time: 0.0087 loss: 1.1963 2023/03/26 16:48:57 - mmengine - INFO - Epoch(train) [214][3200/5005] lr: 6.0865e-04 eta: 21:39:40 time: 0.1788 data_time: 0.0087 loss: 1.1609 2023/03/26 16:49:16 - mmengine - INFO - Epoch(train) [214][3300/5005] lr: 6.0865e-04 eta: 21:39:22 time: 0.1782 data_time: 0.0089 loss: 1.0535 2023/03/26 16:49:35 - mmengine - INFO - Epoch(train) [214][3400/5005] lr: 6.0865e-04 eta: 21:39:04 time: 0.1776 data_time: 0.0088 loss: 1.0798 2023/03/26 16:49:53 - mmengine - INFO - Epoch(train) [214][3500/5005] lr: 6.0865e-04 eta: 21:38:46 time: 0.1774 data_time: 0.0090 loss: 1.2453 2023/03/26 16:50:12 - mmengine - INFO - Epoch(train) [214][3600/5005] lr: 6.0865e-04 eta: 21:38:28 time: 0.1780 data_time: 0.0087 loss: 1.2882 2023/03/26 16:50:30 - mmengine - INFO - Epoch(train) [214][3700/5005] lr: 6.0865e-04 eta: 21:38:10 time: 0.1776 data_time: 0.0092 loss: 1.2528 2023/03/26 16:50:49 - mmengine - INFO - Epoch(train) [214][3800/5005] lr: 6.0865e-04 eta: 21:37:52 time: 0.1774 data_time: 0.0091 loss: 1.1604 2023/03/26 16:51:07 - mmengine - INFO - Epoch(train) [214][3900/5005] lr: 6.0865e-04 eta: 21:37:34 time: 0.1773 data_time: 0.0089 loss: 1.1928 2023/03/26 16:51:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:51:26 - mmengine - INFO - Epoch(train) [214][4000/5005] lr: 6.0865e-04 eta: 21:37:16 time: 0.1792 data_time: 0.0090 loss: 1.2972 2023/03/26 16:51:44 - mmengine - INFO - Epoch(train) [214][4100/5005] lr: 6.0865e-04 eta: 21:36:58 time: 0.1777 data_time: 0.0091 loss: 1.3560 2023/03/26 16:52:03 - mmengine - INFO - Epoch(train) [214][4200/5005] lr: 6.0865e-04 eta: 21:36:39 time: 0.1770 data_time: 0.0088 loss: 1.1551 2023/03/26 16:52:22 - mmengine - INFO - Epoch(train) [214][4300/5005] lr: 6.0865e-04 eta: 21:36:22 time: 0.2056 data_time: 0.0082 loss: 1.1701 2023/03/26 16:52:40 - mmengine - INFO - Epoch(train) [214][4400/5005] lr: 6.0865e-04 eta: 21:36:04 time: 0.1774 data_time: 0.0089 loss: 1.2689 2023/03/26 16:52:59 - mmengine - INFO - Epoch(train) [214][4500/5005] lr: 6.0865e-04 eta: 21:35:46 time: 0.2112 data_time: 0.0086 loss: 1.2210 2023/03/26 16:53:17 - mmengine - INFO - Epoch(train) [214][4600/5005] lr: 6.0865e-04 eta: 21:35:27 time: 0.1780 data_time: 0.0087 loss: 1.2707 2023/03/26 16:53:36 - mmengine - INFO - Epoch(train) [214][4700/5005] lr: 6.0865e-04 eta: 21:35:09 time: 0.1776 data_time: 0.0090 loss: 1.2279 2023/03/26 16:53:54 - mmengine - INFO - Epoch(train) [214][4800/5005] lr: 6.0865e-04 eta: 21:34:51 time: 0.1781 data_time: 0.0091 loss: 1.1510 2023/03/26 16:54:13 - mmengine - INFO - Epoch(train) [214][4900/5005] lr: 6.0865e-04 eta: 21:34:33 time: 0.1777 data_time: 0.0093 loss: 1.3335 2023/03/26 16:54:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:54:31 - mmengine - INFO - Epoch(train) [214][5000/5005] lr: 6.0865e-04 eta: 21:34:15 time: 0.1760 data_time: 0.0090 loss: 1.1473 2023/03/26 16:54:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:54:32 - mmengine - INFO - Saving checkpoint at 214 epochs 2023/03/26 16:54:41 - mmengine - INFO - Epoch(val) [214][100/196] eta: 0:00:07 time: 0.0842 data_time: 0.0475 2023/03/26 16:55:09 - mmengine - INFO - Epoch(val) [214][196/196] accuracy/top1: 71.2780 accuracy/top5: 90.0960data_time: 0.0664 time: 0.0986 2023/03/26 16:55:29 - mmengine - INFO - Epoch(train) [215][ 100/5005] lr: 5.9648e-04 eta: 21:33:56 time: 0.1771 data_time: 0.0083 loss: 1.0598 2023/03/26 16:55:48 - mmengine - INFO - Epoch(train) [215][ 200/5005] lr: 5.9648e-04 eta: 21:33:38 time: 0.1760 data_time: 0.0081 loss: 1.2352 2023/03/26 16:56:07 - mmengine - INFO - Epoch(train) [215][ 300/5005] lr: 5.9648e-04 eta: 21:33:20 time: 0.1759 data_time: 0.0084 loss: 1.2126 2023/03/26 16:56:25 - mmengine - INFO - Epoch(train) [215][ 400/5005] lr: 5.9648e-04 eta: 21:33:02 time: 0.1757 data_time: 0.0079 loss: 1.0525 2023/03/26 16:56:43 - mmengine - INFO - Epoch(train) [215][ 500/5005] lr: 5.9648e-04 eta: 21:32:44 time: 0.1766 data_time: 0.0080 loss: 1.3035 2023/03/26 16:57:01 - mmengine - INFO - Epoch(train) [215][ 600/5005] lr: 5.9648e-04 eta: 21:32:26 time: 0.1783 data_time: 0.0078 loss: 1.1736 2023/03/26 16:57:19 - mmengine - INFO - Epoch(train) [215][ 700/5005] lr: 5.9648e-04 eta: 21:32:08 time: 0.1763 data_time: 0.0081 loss: 1.1365 2023/03/26 16:57:38 - mmengine - INFO - Epoch(train) [215][ 800/5005] lr: 5.9648e-04 eta: 21:31:49 time: 0.1770 data_time: 0.0079 loss: 1.1563 2023/03/26 16:57:56 - mmengine - INFO - Epoch(train) [215][ 900/5005] lr: 5.9648e-04 eta: 21:31:31 time: 0.1763 data_time: 0.0083 loss: 0.9574 2023/03/26 16:58:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 16:58:15 - mmengine - INFO - Epoch(train) [215][1000/5005] lr: 5.9648e-04 eta: 21:31:13 time: 0.1752 data_time: 0.0078 loss: 1.1879 2023/03/26 16:58:33 - mmengine - INFO - Epoch(train) [215][1100/5005] lr: 5.9648e-04 eta: 21:30:55 time: 0.1767 data_time: 0.0081 loss: 1.2566 2023/03/26 16:58:52 - mmengine - INFO - Epoch(train) [215][1200/5005] lr: 5.9648e-04 eta: 21:30:37 time: 0.1766 data_time: 0.0082 loss: 1.3031 2023/03/26 16:59:10 - mmengine - INFO - Epoch(train) [215][1300/5005] lr: 5.9648e-04 eta: 21:30:19 time: 0.1762 data_time: 0.0080 loss: 1.2448 2023/03/26 16:59:28 - mmengine - INFO - Epoch(train) [215][1400/5005] lr: 5.9648e-04 eta: 21:30:01 time: 0.1767 data_time: 0.0081 loss: 1.1324 2023/03/26 16:59:46 - mmengine - INFO - Epoch(train) [215][1500/5005] lr: 5.9648e-04 eta: 21:29:43 time: 0.1755 data_time: 0.0075 loss: 0.9952 2023/03/26 17:00:05 - mmengine - INFO - Epoch(train) [215][1600/5005] lr: 5.9648e-04 eta: 21:29:24 time: 0.1756 data_time: 0.0078 loss: 1.1410 2023/03/26 17:00:23 - mmengine - INFO - Epoch(train) [215][1700/5005] lr: 5.9648e-04 eta: 21:29:06 time: 0.2010 data_time: 0.0077 loss: 1.1645 2023/03/26 17:00:42 - mmengine - INFO - Epoch(train) [215][1800/5005] lr: 5.9648e-04 eta: 21:28:48 time: 0.1770 data_time: 0.0080 loss: 1.2550 2023/03/26 17:01:00 - mmengine - INFO - Epoch(train) [215][1900/5005] lr: 5.9648e-04 eta: 21:28:30 time: 0.1768 data_time: 0.0083 loss: 1.3936 2023/03/26 17:01:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:01:19 - mmengine - INFO - Epoch(train) [215][2000/5005] lr: 5.9648e-04 eta: 21:28:12 time: 0.1752 data_time: 0.0078 loss: 1.2657 2023/03/26 17:01:37 - mmengine - INFO - Epoch(train) [215][2100/5005] lr: 5.9648e-04 eta: 21:27:54 time: 0.1770 data_time: 0.0079 loss: 1.1012 2023/03/26 17:01:55 - mmengine - INFO - Epoch(train) [215][2200/5005] lr: 5.9648e-04 eta: 21:27:36 time: 0.1764 data_time: 0.0081 loss: 1.3011 2023/03/26 17:02:14 - mmengine - INFO - Epoch(train) [215][2300/5005] lr: 5.9648e-04 eta: 21:27:18 time: 0.1760 data_time: 0.0080 loss: 1.2024 2023/03/26 17:02:32 - mmengine - INFO - Epoch(train) [215][2400/5005] lr: 5.9648e-04 eta: 21:26:59 time: 0.1782 data_time: 0.0082 loss: 1.3609 2023/03/26 17:02:51 - mmengine - INFO - Epoch(train) [215][2500/5005] lr: 5.9648e-04 eta: 21:26:41 time: 0.1765 data_time: 0.0082 loss: 1.2852 2023/03/26 17:03:09 - mmengine - INFO - Epoch(train) [215][2600/5005] lr: 5.9648e-04 eta: 21:26:23 time: 0.1769 data_time: 0.0084 loss: 1.1441 2023/03/26 17:03:27 - mmengine - INFO - Epoch(train) [215][2700/5005] lr: 5.9648e-04 eta: 21:26:05 time: 0.1768 data_time: 0.0082 loss: 1.1384 2023/03/26 17:03:46 - mmengine - INFO - Epoch(train) [215][2800/5005] lr: 5.9648e-04 eta: 21:25:47 time: 0.1769 data_time: 0.0080 loss: 1.2763 2023/03/26 17:04:04 - mmengine - INFO - Epoch(train) [215][2900/5005] lr: 5.9648e-04 eta: 21:25:29 time: 0.1752 data_time: 0.0079 loss: 1.1639 2023/03/26 17:04:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:04:23 - mmengine - INFO - Epoch(train) [215][3000/5005] lr: 5.9648e-04 eta: 21:25:11 time: 0.1765 data_time: 0.0079 loss: 1.4376 2023/03/26 17:04:41 - mmengine - INFO - Epoch(train) [215][3100/5005] lr: 5.9648e-04 eta: 21:24:53 time: 0.1767 data_time: 0.0080 loss: 1.2044 2023/03/26 17:05:00 - mmengine - INFO - Epoch(train) [215][3200/5005] lr: 5.9648e-04 eta: 21:24:34 time: 0.1755 data_time: 0.0079 loss: 1.2197 2023/03/26 17:05:18 - mmengine - INFO - Epoch(train) [215][3300/5005] lr: 5.9648e-04 eta: 21:24:16 time: 0.1763 data_time: 0.0079 loss: 1.4119 2023/03/26 17:05:36 - mmengine - INFO - Epoch(train) [215][3400/5005] lr: 5.9648e-04 eta: 21:23:58 time: 0.1763 data_time: 0.0082 loss: 1.2587 2023/03/26 17:05:54 - mmengine - INFO - Epoch(train) [215][3500/5005] lr: 5.9648e-04 eta: 21:23:40 time: 0.1758 data_time: 0.0081 loss: 1.1174 2023/03/26 17:06:13 - mmengine - INFO - Epoch(train) [215][3600/5005] lr: 5.9648e-04 eta: 21:23:22 time: 0.1759 data_time: 0.0082 loss: 1.2123 2023/03/26 17:06:31 - mmengine - INFO - Epoch(train) [215][3700/5005] lr: 5.9648e-04 eta: 21:23:04 time: 0.1764 data_time: 0.0081 loss: 1.3917 2023/03/26 17:06:50 - mmengine - INFO - Epoch(train) [215][3800/5005] lr: 5.9648e-04 eta: 21:22:46 time: 0.1767 data_time: 0.0079 loss: 1.2522 2023/03/26 17:07:08 - mmengine - INFO - Epoch(train) [215][3900/5005] lr: 5.9648e-04 eta: 21:22:28 time: 0.1778 data_time: 0.0078 loss: 1.3903 2023/03/26 17:07:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:07:27 - mmengine - INFO - Epoch(train) [215][4000/5005] lr: 5.9648e-04 eta: 21:22:10 time: 0.1764 data_time: 0.0080 loss: 1.2384 2023/03/26 17:07:45 - mmengine - INFO - Epoch(train) [215][4100/5005] lr: 5.9648e-04 eta: 21:21:51 time: 0.1754 data_time: 0.0079 loss: 1.1895 2023/03/26 17:08:03 - mmengine - INFO - Epoch(train) [215][4200/5005] lr: 5.9648e-04 eta: 21:21:33 time: 0.1779 data_time: 0.0081 loss: 1.1792 2023/03/26 17:08:22 - mmengine - INFO - Epoch(train) [215][4300/5005] lr: 5.9648e-04 eta: 21:21:15 time: 0.1768 data_time: 0.0082 loss: 1.4372 2023/03/26 17:08:40 - mmengine - INFO - Epoch(train) [215][4400/5005] lr: 5.9648e-04 eta: 21:20:57 time: 0.1767 data_time: 0.0075 loss: 1.1483 2023/03/26 17:08:59 - mmengine - INFO - Epoch(train) [215][4500/5005] lr: 5.9648e-04 eta: 21:20:39 time: 0.1871 data_time: 0.0079 loss: 1.2777 2023/03/26 17:09:17 - mmengine - INFO - Epoch(train) [215][4600/5005] lr: 5.9648e-04 eta: 21:20:21 time: 0.1773 data_time: 0.0081 loss: 1.0435 2023/03/26 17:09:36 - mmengine - INFO - Epoch(train) [215][4700/5005] lr: 5.9648e-04 eta: 21:20:03 time: 0.1756 data_time: 0.0078 loss: 1.3141 2023/03/26 17:09:54 - mmengine - INFO - Epoch(train) [215][4800/5005] lr: 5.9648e-04 eta: 21:19:45 time: 0.1767 data_time: 0.0081 loss: 1.1933 2023/03/26 17:10:13 - mmengine - INFO - Epoch(train) [215][4900/5005] lr: 5.9648e-04 eta: 21:19:27 time: 0.1762 data_time: 0.0079 loss: 1.2929 2023/03/26 17:10:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:10:31 - mmengine - INFO - Epoch(train) [215][5000/5005] lr: 5.9648e-04 eta: 21:19:08 time: 0.1740 data_time: 0.0081 loss: 1.3055 2023/03/26 17:10:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:10:32 - mmengine - INFO - Saving checkpoint at 215 epochs 2023/03/26 17:10:40 - mmengine - INFO - Epoch(val) [215][100/196] eta: 0:00:07 time: 0.0678 data_time: 0.0306 2023/03/26 17:11:10 - mmengine - INFO - Epoch(val) [215][196/196] accuracy/top1: 71.2960 accuracy/top5: 90.0360data_time: 0.0694 time: 0.1029 2023/03/26 17:11:29 - mmengine - INFO - Epoch(train) [216][ 100/5005] lr: 5.8455e-04 eta: 21:18:50 time: 0.1779 data_time: 0.0081 loss: 1.2183 2023/03/26 17:11:48 - mmengine - INFO - Epoch(train) [216][ 200/5005] lr: 5.8455e-04 eta: 21:18:32 time: 0.1763 data_time: 0.0081 loss: 1.1404 2023/03/26 17:12:06 - mmengine - INFO - Epoch(train) [216][ 300/5005] lr: 5.8455e-04 eta: 21:18:13 time: 0.1783 data_time: 0.0084 loss: 1.1156 2023/03/26 17:12:24 - mmengine - INFO - Epoch(train) [216][ 400/5005] lr: 5.8455e-04 eta: 21:17:55 time: 0.1765 data_time: 0.0082 loss: 1.1911 2023/03/26 17:12:43 - mmengine - INFO - Epoch(train) [216][ 500/5005] lr: 5.8455e-04 eta: 21:17:37 time: 0.1764 data_time: 0.0088 loss: 1.4578 2023/03/26 17:13:01 - mmengine - INFO - Epoch(train) [216][ 600/5005] lr: 5.8455e-04 eta: 21:17:19 time: 0.1762 data_time: 0.0082 loss: 1.2024 2023/03/26 17:13:20 - mmengine - INFO - Epoch(train) [216][ 700/5005] lr: 5.8455e-04 eta: 21:17:01 time: 0.1759 data_time: 0.0081 loss: 1.2353 2023/03/26 17:13:38 - mmengine - INFO - Epoch(train) [216][ 800/5005] lr: 5.8455e-04 eta: 21:16:43 time: 0.2025 data_time: 0.0082 loss: 1.2368 2023/03/26 17:13:57 - mmengine - INFO - Epoch(train) [216][ 900/5005] lr: 5.8455e-04 eta: 21:16:25 time: 0.1764 data_time: 0.0079 loss: 1.1487 2023/03/26 17:14:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:14:15 - mmengine - INFO - Epoch(train) [216][1000/5005] lr: 5.8455e-04 eta: 21:16:07 time: 0.1757 data_time: 0.0080 loss: 1.2801 2023/03/26 17:14:33 - mmengine - INFO - Epoch(train) [216][1100/5005] lr: 5.8455e-04 eta: 21:15:48 time: 0.1769 data_time: 0.0077 loss: 1.2895 2023/03/26 17:14:52 - mmengine - INFO - Epoch(train) [216][1200/5005] lr: 5.8455e-04 eta: 21:15:30 time: 0.1765 data_time: 0.0084 loss: 1.2726 2023/03/26 17:15:11 - mmengine - INFO - Epoch(train) [216][1300/5005] lr: 5.8455e-04 eta: 21:15:12 time: 0.1781 data_time: 0.0083 loss: 1.2005 2023/03/26 17:15:29 - mmengine - INFO - Epoch(train) [216][1400/5005] lr: 5.8455e-04 eta: 21:14:54 time: 0.1757 data_time: 0.0081 loss: 1.2459 2023/03/26 17:15:47 - mmengine - INFO - Epoch(train) [216][1500/5005] lr: 5.8455e-04 eta: 21:14:36 time: 0.1766 data_time: 0.0081 loss: 1.3477 2023/03/26 17:16:06 - mmengine - INFO - Epoch(train) [216][1600/5005] lr: 5.8455e-04 eta: 21:14:18 time: 0.1786 data_time: 0.0082 loss: 1.0775 2023/03/26 17:16:24 - mmengine - INFO - Epoch(train) [216][1700/5005] lr: 5.8455e-04 eta: 21:14:00 time: 0.1775 data_time: 0.0087 loss: 1.1701 2023/03/26 17:16:43 - mmengine - INFO - Epoch(train) [216][1800/5005] lr: 5.8455e-04 eta: 21:13:42 time: 0.1766 data_time: 0.0082 loss: 1.0838 2023/03/26 17:17:01 - mmengine - INFO - Epoch(train) [216][1900/5005] lr: 5.8455e-04 eta: 21:13:24 time: 0.1764 data_time: 0.0083 loss: 1.2086 2023/03/26 17:17:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:17:20 - mmengine - INFO - Epoch(train) [216][2000/5005] lr: 5.8455e-04 eta: 21:13:05 time: 0.1764 data_time: 0.0083 loss: 1.1988 2023/03/26 17:17:38 - mmengine - INFO - Epoch(train) [216][2100/5005] lr: 5.8455e-04 eta: 21:12:48 time: 0.1759 data_time: 0.0081 loss: 1.2910 2023/03/26 17:17:57 - mmengine - INFO - Epoch(train) [216][2200/5005] lr: 5.8455e-04 eta: 21:12:29 time: 0.1781 data_time: 0.0083 loss: 1.3200 2023/03/26 17:18:15 - mmengine - INFO - Epoch(train) [216][2300/5005] lr: 5.8455e-04 eta: 21:12:11 time: 0.1781 data_time: 0.0083 loss: 1.0002 2023/03/26 17:18:34 - mmengine - INFO - Epoch(train) [216][2400/5005] lr: 5.8455e-04 eta: 21:11:53 time: 0.1763 data_time: 0.0081 loss: 1.1814 2023/03/26 17:18:52 - mmengine - INFO - Epoch(train) [216][2500/5005] lr: 5.8455e-04 eta: 21:11:35 time: 0.1756 data_time: 0.0078 loss: 1.1106 2023/03/26 17:19:11 - mmengine - INFO - Epoch(train) [216][2600/5005] lr: 5.8455e-04 eta: 21:11:17 time: 0.1771 data_time: 0.0084 loss: 1.0056 2023/03/26 17:19:29 - mmengine - INFO - Epoch(train) [216][2700/5005] lr: 5.8455e-04 eta: 21:10:59 time: 0.1763 data_time: 0.0079 loss: 1.0891 2023/03/26 17:19:47 - mmengine - INFO - Epoch(train) [216][2800/5005] lr: 5.8455e-04 eta: 21:10:41 time: 0.1764 data_time: 0.0080 loss: 1.2153 2023/03/26 17:20:06 - mmengine - INFO - Epoch(train) [216][2900/5005] lr: 5.8455e-04 eta: 21:10:23 time: 0.1770 data_time: 0.0080 loss: 1.2369 2023/03/26 17:20:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:20:25 - mmengine - INFO - Epoch(train) [216][3000/5005] lr: 5.8455e-04 eta: 21:10:05 time: 0.1761 data_time: 0.0080 loss: 1.1911 2023/03/26 17:20:43 - mmengine - INFO - Epoch(train) [216][3100/5005] lr: 5.8455e-04 eta: 21:09:46 time: 0.1757 data_time: 0.0078 loss: 1.0741 2023/03/26 17:21:01 - mmengine - INFO - Epoch(train) [216][3200/5005] lr: 5.8455e-04 eta: 21:09:28 time: 0.1814 data_time: 0.0082 loss: 1.1559 2023/03/26 17:21:20 - mmengine - INFO - Epoch(train) [216][3300/5005] lr: 5.8455e-04 eta: 21:09:10 time: 0.1775 data_time: 0.0081 loss: 1.2677 2023/03/26 17:21:38 - mmengine - INFO - Epoch(train) [216][3400/5005] lr: 5.8455e-04 eta: 21:08:52 time: 0.1769 data_time: 0.0083 loss: 1.1388 2023/03/26 17:21:57 - mmengine - INFO - Epoch(train) [216][3500/5005] lr: 5.8455e-04 eta: 21:08:34 time: 0.1768 data_time: 0.0084 loss: 1.2674 2023/03/26 17:22:15 - mmengine - INFO - Epoch(train) [216][3600/5005] lr: 5.8455e-04 eta: 21:08:16 time: 0.1754 data_time: 0.0079 loss: 1.3732 2023/03/26 17:22:34 - mmengine - INFO - Epoch(train) [216][3700/5005] lr: 5.8455e-04 eta: 21:07:58 time: 0.1768 data_time: 0.0085 loss: 1.1955 2023/03/26 17:22:52 - mmengine - INFO - Epoch(train) [216][3800/5005] lr: 5.8455e-04 eta: 21:07:40 time: 0.1769 data_time: 0.0082 loss: 1.1231 2023/03/26 17:23:11 - mmengine - INFO - Epoch(train) [216][3900/5005] lr: 5.8455e-04 eta: 21:07:22 time: 0.1776 data_time: 0.0079 loss: 1.4762 2023/03/26 17:23:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:23:29 - mmengine - INFO - Epoch(train) [216][4000/5005] lr: 5.8455e-04 eta: 21:07:03 time: 0.1762 data_time: 0.0082 loss: 1.0676 2023/03/26 17:23:47 - mmengine - INFO - Epoch(train) [216][4100/5005] lr: 5.8455e-04 eta: 21:06:45 time: 0.1764 data_time: 0.0080 loss: 1.2235 2023/03/26 17:24:06 - mmengine - INFO - Epoch(train) [216][4200/5005] lr: 5.8455e-04 eta: 21:06:27 time: 0.1771 data_time: 0.0083 loss: 1.1245 2023/03/26 17:24:24 - mmengine - INFO - Epoch(train) [216][4300/5005] lr: 5.8455e-04 eta: 21:06:09 time: 0.1774 data_time: 0.0083 loss: 1.2651 2023/03/26 17:24:43 - mmengine - INFO - Epoch(train) [216][4400/5005] lr: 5.8455e-04 eta: 21:05:51 time: 0.1775 data_time: 0.0082 loss: 1.2837 2023/03/26 17:25:01 - mmengine - INFO - Epoch(train) [216][4500/5005] lr: 5.8455e-04 eta: 21:05:33 time: 0.1780 data_time: 0.0084 loss: 1.1056 2023/03/26 17:25:20 - mmengine - INFO - Epoch(train) [216][4600/5005] lr: 5.8455e-04 eta: 21:05:15 time: 0.1761 data_time: 0.0081 loss: 1.2123 2023/03/26 17:25:39 - mmengine - INFO - Epoch(train) [216][4700/5005] lr: 5.8455e-04 eta: 21:04:57 time: 0.1768 data_time: 0.0084 loss: 1.1702 2023/03/26 17:25:57 - mmengine - INFO - Epoch(train) [216][4800/5005] lr: 5.8455e-04 eta: 21:04:39 time: 0.1771 data_time: 0.0080 loss: 1.2958 2023/03/26 17:26:15 - mmengine - INFO - Epoch(train) [216][4900/5005] lr: 5.8455e-04 eta: 21:04:21 time: 0.1764 data_time: 0.0079 loss: 1.0981 2023/03/26 17:26:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:26:34 - mmengine - INFO - Epoch(train) [216][5000/5005] lr: 5.8455e-04 eta: 21:04:02 time: 0.1741 data_time: 0.0084 loss: 1.2342 2023/03/26 17:26:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:26:35 - mmengine - INFO - Saving checkpoint at 216 epochs 2023/03/26 17:26:43 - mmengine - INFO - Epoch(val) [216][100/196] eta: 0:00:07 time: 0.0642 data_time: 0.0259 2023/03/26 17:27:12 - mmengine - INFO - Epoch(val) [216][196/196] accuracy/top1: 71.3500 accuracy/top5: 90.0040data_time: 0.0667 time: 0.0987 2023/03/26 17:27:32 - mmengine - INFO - Epoch(train) [217][ 100/5005] lr: 5.7286e-04 eta: 21:03:44 time: 0.1769 data_time: 0.0085 loss: 1.2605 2023/03/26 17:27:50 - mmengine - INFO - Epoch(train) [217][ 200/5005] lr: 5.7286e-04 eta: 21:03:26 time: 0.1769 data_time: 0.0084 loss: 1.1890 2023/03/26 17:28:09 - mmengine - INFO - Epoch(train) [217][ 300/5005] lr: 5.7286e-04 eta: 21:03:08 time: 0.2043 data_time: 0.0084 loss: 1.4168 2023/03/26 17:28:27 - mmengine - INFO - Epoch(train) [217][ 400/5005] lr: 5.7286e-04 eta: 21:02:50 time: 0.1771 data_time: 0.0079 loss: 1.2141 2023/03/26 17:28:46 - mmengine - INFO - Epoch(train) [217][ 500/5005] lr: 5.7286e-04 eta: 21:02:32 time: 0.1769 data_time: 0.0082 loss: 1.0666 2023/03/26 17:29:04 - mmengine - INFO - Epoch(train) [217][ 600/5005] lr: 5.7286e-04 eta: 21:02:13 time: 0.1782 data_time: 0.0088 loss: 1.2263 2023/03/26 17:29:22 - mmengine - INFO - Epoch(train) [217][ 700/5005] lr: 5.7286e-04 eta: 21:01:55 time: 0.1767 data_time: 0.0088 loss: 1.3411 2023/03/26 17:29:41 - mmengine - INFO - Epoch(train) [217][ 800/5005] lr: 5.7286e-04 eta: 21:01:37 time: 0.1773 data_time: 0.0084 loss: 1.0692 2023/03/26 17:29:59 - mmengine - INFO - Epoch(train) [217][ 900/5005] lr: 5.7286e-04 eta: 21:01:19 time: 0.1777 data_time: 0.0086 loss: 1.2162 2023/03/26 17:30:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:30:18 - mmengine - INFO - Epoch(train) [217][1000/5005] lr: 5.7286e-04 eta: 21:01:01 time: 0.1976 data_time: 0.0081 loss: 1.1944 2023/03/26 17:30:36 - mmengine - INFO - Epoch(train) [217][1100/5005] lr: 5.7286e-04 eta: 21:00:43 time: 0.2026 data_time: 0.0082 loss: 1.0855 2023/03/26 17:30:55 - mmengine - INFO - Epoch(train) [217][1200/5005] lr: 5.7286e-04 eta: 21:00:25 time: 0.1764 data_time: 0.0081 loss: 1.2099 2023/03/26 17:31:14 - mmengine - INFO - Epoch(train) [217][1300/5005] lr: 5.7286e-04 eta: 21:00:07 time: 0.1768 data_time: 0.0084 loss: 1.0853 2023/03/26 17:31:32 - mmengine - INFO - Epoch(train) [217][1400/5005] lr: 5.7286e-04 eta: 20:59:49 time: 0.1775 data_time: 0.0086 loss: 1.1039 2023/03/26 17:31:51 - mmengine - INFO - Epoch(train) [217][1500/5005] lr: 5.7286e-04 eta: 20:59:31 time: 0.1787 data_time: 0.0086 loss: 0.9713 2023/03/26 17:32:09 - mmengine - INFO - Epoch(train) [217][1600/5005] lr: 5.7286e-04 eta: 20:59:13 time: 0.1791 data_time: 0.0085 loss: 1.1701 2023/03/26 17:32:28 - mmengine - INFO - Epoch(train) [217][1700/5005] lr: 5.7286e-04 eta: 20:58:54 time: 0.1765 data_time: 0.0083 loss: 1.3393 2023/03/26 17:32:46 - mmengine - INFO - Epoch(train) [217][1800/5005] lr: 5.7286e-04 eta: 20:58:36 time: 0.1771 data_time: 0.0081 loss: 1.3779 2023/03/26 17:33:04 - mmengine - INFO - Epoch(train) [217][1900/5005] lr: 5.7286e-04 eta: 20:58:18 time: 0.1820 data_time: 0.0084 loss: 1.2114 2023/03/26 17:33:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:33:23 - mmengine - INFO - Epoch(train) [217][2000/5005] lr: 5.7286e-04 eta: 20:58:00 time: 0.1774 data_time: 0.0084 loss: 1.1395 2023/03/26 17:33:42 - mmengine - INFO - Epoch(train) [217][2100/5005] lr: 5.7286e-04 eta: 20:57:42 time: 0.1972 data_time: 0.0080 loss: 1.3366 2023/03/26 17:34:01 - mmengine - INFO - Epoch(train) [217][2200/5005] lr: 5.7286e-04 eta: 20:57:24 time: 0.1776 data_time: 0.0085 loss: 1.1845 2023/03/26 17:34:19 - mmengine - INFO - Epoch(train) [217][2300/5005] lr: 5.7286e-04 eta: 20:57:06 time: 0.1972 data_time: 0.0078 loss: 1.2997 2023/03/26 17:34:37 - mmengine - INFO - Epoch(train) [217][2400/5005] lr: 5.7286e-04 eta: 20:56:48 time: 0.1778 data_time: 0.0081 loss: 1.1682 2023/03/26 17:34:56 - mmengine - INFO - Epoch(train) [217][2500/5005] lr: 5.7286e-04 eta: 20:56:30 time: 0.1775 data_time: 0.0083 loss: 1.0868 2023/03/26 17:35:14 - mmengine - INFO - Epoch(train) [217][2600/5005] lr: 5.7286e-04 eta: 20:56:12 time: 0.1768 data_time: 0.0083 loss: 1.0664 2023/03/26 17:35:33 - mmengine - INFO - Epoch(train) [217][2700/5005] lr: 5.7286e-04 eta: 20:55:54 time: 0.1778 data_time: 0.0085 loss: 1.1233 2023/03/26 17:35:51 - mmengine - INFO - Epoch(train) [217][2800/5005] lr: 5.7286e-04 eta: 20:55:36 time: 0.1776 data_time: 0.0085 loss: 1.1036 2023/03/26 17:36:10 - mmengine - INFO - Epoch(train) [217][2900/5005] lr: 5.7286e-04 eta: 20:55:18 time: 0.1780 data_time: 0.0083 loss: 1.1301 2023/03/26 17:36:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:36:29 - mmengine - INFO - Epoch(train) [217][3000/5005] lr: 5.7286e-04 eta: 20:55:00 time: 0.1983 data_time: 0.0082 loss: 1.1237 2023/03/26 17:36:47 - mmengine - INFO - Epoch(train) [217][3100/5005] lr: 5.7286e-04 eta: 20:54:41 time: 0.1768 data_time: 0.0082 loss: 1.3321 2023/03/26 17:37:06 - mmengine - INFO - Epoch(train) [217][3200/5005] lr: 5.7286e-04 eta: 20:54:23 time: 0.1768 data_time: 0.0082 loss: 1.0432 2023/03/26 17:37:24 - mmengine - INFO - Epoch(train) [217][3300/5005] lr: 5.7286e-04 eta: 20:54:05 time: 0.1772 data_time: 0.0084 loss: 1.2468 2023/03/26 17:37:43 - mmengine - INFO - Epoch(train) [217][3400/5005] lr: 5.7286e-04 eta: 20:53:47 time: 0.1786 data_time: 0.0086 loss: 1.1387 2023/03/26 17:38:01 - mmengine - INFO - Epoch(train) [217][3500/5005] lr: 5.7286e-04 eta: 20:53:29 time: 0.1786 data_time: 0.0086 loss: 1.1602 2023/03/26 17:38:20 - mmengine - INFO - Epoch(train) [217][3600/5005] lr: 5.7286e-04 eta: 20:53:11 time: 0.1762 data_time: 0.0082 loss: 1.2838 2023/03/26 17:38:38 - mmengine - INFO - Epoch(train) [217][3700/5005] lr: 5.7286e-04 eta: 20:52:53 time: 0.1776 data_time: 0.0080 loss: 1.3155 2023/03/26 17:38:57 - mmengine - INFO - Epoch(train) [217][3800/5005] lr: 5.7286e-04 eta: 20:52:35 time: 0.2034 data_time: 0.0083 loss: 1.0945 2023/03/26 17:39:15 - mmengine - INFO - Epoch(train) [217][3900/5005] lr: 5.7286e-04 eta: 20:52:17 time: 0.2012 data_time: 0.0081 loss: 1.2397 2023/03/26 17:39:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:39:34 - mmengine - INFO - Epoch(train) [217][4000/5005] lr: 5.7286e-04 eta: 20:51:59 time: 0.1773 data_time: 0.0083 loss: 1.1572 2023/03/26 17:39:52 - mmengine - INFO - Epoch(train) [217][4100/5005] lr: 5.7286e-04 eta: 20:51:41 time: 0.1770 data_time: 0.0083 loss: 1.1727 2023/03/26 17:40:11 - mmengine - INFO - Epoch(train) [217][4200/5005] lr: 5.7286e-04 eta: 20:51:22 time: 0.1769 data_time: 0.0081 loss: 1.1515 2023/03/26 17:40:29 - mmengine - INFO - Epoch(train) [217][4300/5005] lr: 5.7286e-04 eta: 20:51:04 time: 0.1773 data_time: 0.0084 loss: 1.1996 2023/03/26 17:40:48 - mmengine - INFO - Epoch(train) [217][4400/5005] lr: 5.7286e-04 eta: 20:50:46 time: 0.1776 data_time: 0.0087 loss: 1.1713 2023/03/26 17:41:06 - mmengine - INFO - Epoch(train) [217][4500/5005] lr: 5.7286e-04 eta: 20:50:28 time: 0.1770 data_time: 0.0084 loss: 1.0692 2023/03/26 17:41:25 - mmengine - INFO - Epoch(train) [217][4600/5005] lr: 5.7286e-04 eta: 20:50:10 time: 0.1768 data_time: 0.0082 loss: 1.2086 2023/03/26 17:41:43 - mmengine - INFO - Epoch(train) [217][4700/5005] lr: 5.7286e-04 eta: 20:49:52 time: 0.1770 data_time: 0.0079 loss: 1.2934 2023/03/26 17:42:02 - mmengine - INFO - Epoch(train) [217][4800/5005] lr: 5.7286e-04 eta: 20:49:34 time: 0.1782 data_time: 0.0083 loss: 1.2216 2023/03/26 17:42:20 - mmengine - INFO - Epoch(train) [217][4900/5005] lr: 5.7286e-04 eta: 20:49:16 time: 0.1785 data_time: 0.0083 loss: 1.0116 2023/03/26 17:42:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:42:39 - mmengine - INFO - Epoch(train) [217][5000/5005] lr: 5.7286e-04 eta: 20:48:58 time: 0.1754 data_time: 0.0087 loss: 1.0692 2023/03/26 17:42:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:42:40 - mmengine - INFO - Saving checkpoint at 217 epochs 2023/03/26 17:42:48 - mmengine - INFO - Epoch(val) [217][100/196] eta: 0:00:07 time: 0.0637 data_time: 0.0265 2023/03/26 17:43:17 - mmengine - INFO - Epoch(val) [217][196/196] accuracy/top1: 71.3640 accuracy/top5: 90.0560data_time: 0.0640 time: 0.0977 2023/03/26 17:43:37 - mmengine - INFO - Epoch(train) [218][ 100/5005] lr: 5.6140e-04 eta: 20:48:39 time: 0.1755 data_time: 0.0080 loss: 1.1226 2023/03/26 17:43:55 - mmengine - INFO - Epoch(train) [218][ 200/5005] lr: 5.6140e-04 eta: 20:48:21 time: 0.1766 data_time: 0.0083 loss: 1.1936 2023/03/26 17:44:13 - mmengine - INFO - Epoch(train) [218][ 300/5005] lr: 5.6140e-04 eta: 20:48:03 time: 0.1777 data_time: 0.0087 loss: 1.1355 2023/03/26 17:44:32 - mmengine - INFO - Epoch(train) [218][ 400/5005] lr: 5.6140e-04 eta: 20:47:45 time: 0.1770 data_time: 0.0083 loss: 1.1772 2023/03/26 17:44:50 - mmengine - INFO - Epoch(train) [218][ 500/5005] lr: 5.6140e-04 eta: 20:47:27 time: 0.1764 data_time: 0.0082 loss: 1.3302 2023/03/26 17:45:09 - mmengine - INFO - Epoch(train) [218][ 600/5005] lr: 5.6140e-04 eta: 20:47:09 time: 0.1770 data_time: 0.0082 loss: 1.0291 2023/03/26 17:45:27 - mmengine - INFO - Epoch(train) [218][ 700/5005] lr: 5.6140e-04 eta: 20:46:50 time: 0.1760 data_time: 0.0083 loss: 1.3121 2023/03/26 17:45:46 - mmengine - INFO - Epoch(train) [218][ 800/5005] lr: 5.6140e-04 eta: 20:46:33 time: 0.2011 data_time: 0.0084 loss: 1.1542 2023/03/26 17:46:04 - mmengine - INFO - Epoch(train) [218][ 900/5005] lr: 5.6140e-04 eta: 20:46:15 time: 0.1771 data_time: 0.0087 loss: 1.1858 2023/03/26 17:46:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:46:23 - mmengine - INFO - Epoch(train) [218][1000/5005] lr: 5.6140e-04 eta: 20:45:56 time: 0.1786 data_time: 0.0083 loss: 1.1806 2023/03/26 17:46:41 - mmengine - INFO - Epoch(train) [218][1100/5005] lr: 5.6140e-04 eta: 20:45:38 time: 0.1765 data_time: 0.0084 loss: 1.3118 2023/03/26 17:47:00 - mmengine - INFO - Epoch(train) [218][1200/5005] lr: 5.6140e-04 eta: 20:45:20 time: 0.1760 data_time: 0.0079 loss: 1.1494 2023/03/26 17:47:18 - mmengine - INFO - Epoch(train) [218][1300/5005] lr: 5.6140e-04 eta: 20:45:02 time: 0.1766 data_time: 0.0082 loss: 1.1245 2023/03/26 17:47:37 - mmengine - INFO - Epoch(train) [218][1400/5005] lr: 5.6140e-04 eta: 20:44:44 time: 0.1782 data_time: 0.0084 loss: 1.1090 2023/03/26 17:47:55 - mmengine - INFO - Epoch(train) [218][1500/5005] lr: 5.6140e-04 eta: 20:44:26 time: 0.1779 data_time: 0.0083 loss: 1.2774 2023/03/26 17:48:14 - mmengine - INFO - Epoch(train) [218][1600/5005] lr: 5.6140e-04 eta: 20:44:08 time: 0.1771 data_time: 0.0082 loss: 1.0544 2023/03/26 17:48:32 - mmengine - INFO - Epoch(train) [218][1700/5005] lr: 5.6140e-04 eta: 20:43:50 time: 0.1869 data_time: 0.0085 loss: 1.1580 2023/03/26 17:48:51 - mmengine - INFO - Epoch(train) [218][1800/5005] lr: 5.6140e-04 eta: 20:43:32 time: 0.1766 data_time: 0.0083 loss: 1.1395 2023/03/26 17:49:10 - mmengine - INFO - Epoch(train) [218][1900/5005] lr: 5.6140e-04 eta: 20:43:14 time: 0.1768 data_time: 0.0084 loss: 1.2565 2023/03/26 17:49:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:49:28 - mmengine - INFO - Epoch(train) [218][2000/5005] lr: 5.6140e-04 eta: 20:42:56 time: 0.1773 data_time: 0.0081 loss: 1.1784 2023/03/26 17:49:46 - mmengine - INFO - Epoch(train) [218][2100/5005] lr: 5.6140e-04 eta: 20:42:37 time: 0.1767 data_time: 0.0081 loss: 1.1991 2023/03/26 17:50:05 - mmengine - INFO - Epoch(train) [218][2200/5005] lr: 5.6140e-04 eta: 20:42:19 time: 0.1773 data_time: 0.0082 loss: 1.1165 2023/03/26 17:50:23 - mmengine - INFO - Epoch(train) [218][2300/5005] lr: 5.6140e-04 eta: 20:42:01 time: 0.1776 data_time: 0.0083 loss: 1.0678 2023/03/26 17:50:42 - mmengine - INFO - Epoch(train) [218][2400/5005] lr: 5.6140e-04 eta: 20:41:43 time: 0.1889 data_time: 0.0081 loss: 1.3413 2023/03/26 17:51:00 - mmengine - INFO - Epoch(train) [218][2500/5005] lr: 5.6140e-04 eta: 20:41:25 time: 0.1799 data_time: 0.0081 loss: 1.0849 2023/03/26 17:51:19 - mmengine - INFO - Epoch(train) [218][2600/5005] lr: 5.6140e-04 eta: 20:41:07 time: 0.1972 data_time: 0.0080 loss: 1.1498 2023/03/26 17:51:38 - mmengine - INFO - Epoch(train) [218][2700/5005] lr: 5.6140e-04 eta: 20:40:49 time: 0.1776 data_time: 0.0085 loss: 1.0289 2023/03/26 17:51:56 - mmengine - INFO - Epoch(train) [218][2800/5005] lr: 5.6140e-04 eta: 20:40:31 time: 0.1792 data_time: 0.0087 loss: 1.1436 2023/03/26 17:52:14 - mmengine - INFO - Epoch(train) [218][2900/5005] lr: 5.6140e-04 eta: 20:40:13 time: 0.1768 data_time: 0.0084 loss: 1.2872 2023/03/26 17:52:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:52:33 - mmengine - INFO - Epoch(train) [218][3000/5005] lr: 5.6140e-04 eta: 20:39:55 time: 0.1878 data_time: 0.0083 loss: 1.2285 2023/03/26 17:52:51 - mmengine - INFO - Epoch(train) [218][3100/5005] lr: 5.6140e-04 eta: 20:39:37 time: 0.1770 data_time: 0.0081 loss: 1.1962 2023/03/26 17:53:10 - mmengine - INFO - Epoch(train) [218][3200/5005] lr: 5.6140e-04 eta: 20:39:18 time: 0.1777 data_time: 0.0083 loss: 1.1251 2023/03/26 17:53:28 - mmengine - INFO - Epoch(train) [218][3300/5005] lr: 5.6140e-04 eta: 20:39:00 time: 0.1957 data_time: 0.0080 loss: 1.1743 2023/03/26 17:53:47 - mmengine - INFO - Epoch(train) [218][3400/5005] lr: 5.6140e-04 eta: 20:38:42 time: 0.1768 data_time: 0.0081 loss: 1.1621 2023/03/26 17:54:05 - mmengine - INFO - Epoch(train) [218][3500/5005] lr: 5.6140e-04 eta: 20:38:24 time: 0.1764 data_time: 0.0082 loss: 1.2820 2023/03/26 17:54:24 - mmengine - INFO - Epoch(train) [218][3600/5005] lr: 5.6140e-04 eta: 20:38:06 time: 0.1784 data_time: 0.0083 loss: 1.2490 2023/03/26 17:54:42 - mmengine - INFO - Epoch(train) [218][3700/5005] lr: 5.6140e-04 eta: 20:37:48 time: 0.1770 data_time: 0.0085 loss: 1.1608 2023/03/26 17:55:01 - mmengine - INFO - Epoch(train) [218][3800/5005] lr: 5.6140e-04 eta: 20:37:30 time: 0.1771 data_time: 0.0084 loss: 1.1855 2023/03/26 17:55:19 - mmengine - INFO - Epoch(train) [218][3900/5005] lr: 5.6140e-04 eta: 20:37:12 time: 0.1773 data_time: 0.0088 loss: 1.2064 2023/03/26 17:55:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:55:38 - mmengine - INFO - Epoch(train) [218][4000/5005] lr: 5.6140e-04 eta: 20:36:54 time: 0.1768 data_time: 0.0082 loss: 1.0867 2023/03/26 17:55:56 - mmengine - INFO - Epoch(train) [218][4100/5005] lr: 5.6140e-04 eta: 20:36:36 time: 0.1781 data_time: 0.0087 loss: 1.2257 2023/03/26 17:56:15 - mmengine - INFO - Epoch(train) [218][4200/5005] lr: 5.6140e-04 eta: 20:36:18 time: 0.1768 data_time: 0.0081 loss: 1.2389 2023/03/26 17:56:33 - mmengine - INFO - Epoch(train) [218][4300/5005] lr: 5.6140e-04 eta: 20:36:00 time: 0.1963 data_time: 0.0081 loss: 1.3652 2023/03/26 17:56:52 - mmengine - INFO - Epoch(train) [218][4400/5005] lr: 5.6140e-04 eta: 20:35:42 time: 0.1772 data_time: 0.0085 loss: 1.2817 2023/03/26 17:57:10 - mmengine - INFO - Epoch(train) [218][4500/5005] lr: 5.6140e-04 eta: 20:35:23 time: 0.1778 data_time: 0.0084 loss: 1.3414 2023/03/26 17:57:29 - mmengine - INFO - Epoch(train) [218][4600/5005] lr: 5.6140e-04 eta: 20:35:05 time: 0.1773 data_time: 0.0083 loss: 1.3441 2023/03/26 17:57:47 - mmengine - INFO - Epoch(train) [218][4700/5005] lr: 5.6140e-04 eta: 20:34:47 time: 0.1774 data_time: 0.0083 loss: 1.1091 2023/03/26 17:58:06 - mmengine - INFO - Epoch(train) [218][4800/5005] lr: 5.6140e-04 eta: 20:34:29 time: 0.1932 data_time: 0.0082 loss: 1.0232 2023/03/26 17:58:24 - mmengine - INFO - Epoch(train) [218][4900/5005] lr: 5.6140e-04 eta: 20:34:11 time: 0.1775 data_time: 0.0081 loss: 1.2883 2023/03/26 17:58:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:58:43 - mmengine - INFO - Epoch(train) [218][5000/5005] lr: 5.6140e-04 eta: 20:33:53 time: 0.1753 data_time: 0.0087 loss: 1.0313 2023/03/26 17:58:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 17:58:44 - mmengine - INFO - Saving checkpoint at 218 epochs 2023/03/26 17:58:53 - mmengine - INFO - Epoch(val) [218][100/196] eta: 0:00:07 time: 0.0640 data_time: 0.0269 2023/03/26 17:59:21 - mmengine - INFO - Epoch(val) [218][196/196] accuracy/top1: 71.2940 accuracy/top5: 90.0220data_time: 0.0677 time: 0.0983 2023/03/26 17:59:40 - mmengine - INFO - Epoch(train) [219][ 100/5005] lr: 5.5017e-04 eta: 20:33:34 time: 0.1770 data_time: 0.0092 loss: 1.2280 2023/03/26 17:59:59 - mmengine - INFO - Epoch(train) [219][ 200/5005] lr: 5.5017e-04 eta: 20:33:16 time: 0.1770 data_time: 0.0089 loss: 1.2190 2023/03/26 18:00:17 - mmengine - INFO - Epoch(train) [219][ 300/5005] lr: 5.5017e-04 eta: 20:32:58 time: 0.1768 data_time: 0.0088 loss: 1.0837 2023/03/26 18:00:36 - mmengine - INFO - Epoch(train) [219][ 400/5005] lr: 5.5017e-04 eta: 20:32:40 time: 0.1786 data_time: 0.0088 loss: 1.1554 2023/03/26 18:00:54 - mmengine - INFO - Epoch(train) [219][ 500/5005] lr: 5.5017e-04 eta: 20:32:22 time: 0.1798 data_time: 0.0090 loss: 1.1818 2023/03/26 18:01:13 - mmengine - INFO - Epoch(train) [219][ 600/5005] lr: 5.5017e-04 eta: 20:32:04 time: 0.1759 data_time: 0.0085 loss: 1.3524 2023/03/26 18:01:31 - mmengine - INFO - Epoch(train) [219][ 700/5005] lr: 5.5017e-04 eta: 20:31:46 time: 0.2042 data_time: 0.0090 loss: 1.3252 2023/03/26 18:01:50 - mmengine - INFO - Epoch(train) [219][ 800/5005] lr: 5.5017e-04 eta: 20:31:28 time: 0.1763 data_time: 0.0086 loss: 1.1102 2023/03/26 18:02:09 - mmengine - INFO - Epoch(train) [219][ 900/5005] lr: 5.5017e-04 eta: 20:31:10 time: 0.1761 data_time: 0.0088 loss: 1.1549 2023/03/26 18:02:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:02:27 - mmengine - INFO - Epoch(train) [219][1000/5005] lr: 5.5017e-04 eta: 20:30:52 time: 0.1758 data_time: 0.0087 loss: 1.2274 2023/03/26 18:02:45 - mmengine - INFO - Epoch(train) [219][1100/5005] lr: 5.5017e-04 eta: 20:30:33 time: 0.1762 data_time: 0.0092 loss: 1.0786 2023/03/26 18:03:04 - mmengine - INFO - Epoch(train) [219][1200/5005] lr: 5.5017e-04 eta: 20:30:15 time: 0.2001 data_time: 0.0085 loss: 1.1293 2023/03/26 18:03:23 - mmengine - INFO - Epoch(train) [219][1300/5005] lr: 5.5017e-04 eta: 20:29:57 time: 0.1768 data_time: 0.0092 loss: 1.1814 2023/03/26 18:03:41 - mmengine - INFO - Epoch(train) [219][1400/5005] lr: 5.5017e-04 eta: 20:29:39 time: 0.1764 data_time: 0.0087 loss: 1.1230 2023/03/26 18:04:00 - mmengine - INFO - Epoch(train) [219][1500/5005] lr: 5.5017e-04 eta: 20:29:21 time: 0.1776 data_time: 0.0094 loss: 1.2636 2023/03/26 18:04:19 - mmengine - INFO - Epoch(train) [219][1600/5005] lr: 5.5017e-04 eta: 20:29:03 time: 0.1762 data_time: 0.0088 loss: 1.1563 2023/03/26 18:04:37 - mmengine - INFO - Epoch(train) [219][1700/5005] lr: 5.5017e-04 eta: 20:28:45 time: 0.1773 data_time: 0.0093 loss: 1.0505 2023/03/26 18:04:56 - mmengine - INFO - Epoch(train) [219][1800/5005] lr: 5.5017e-04 eta: 20:28:27 time: 0.1782 data_time: 0.0090 loss: 1.1723 2023/03/26 18:05:14 - mmengine - INFO - Epoch(train) [219][1900/5005] lr: 5.5017e-04 eta: 20:28:09 time: 0.1768 data_time: 0.0090 loss: 1.2186 2023/03/26 18:05:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:05:32 - mmengine - INFO - Epoch(train) [219][2000/5005] lr: 5.5017e-04 eta: 20:27:51 time: 0.1777 data_time: 0.0089 loss: 1.1845 2023/03/26 18:05:51 - mmengine - INFO - Epoch(train) [219][2100/5005] lr: 5.5017e-04 eta: 20:27:32 time: 0.1777 data_time: 0.0087 loss: 1.1379 2023/03/26 18:06:09 - mmengine - INFO - Epoch(train) [219][2200/5005] lr: 5.5017e-04 eta: 20:27:14 time: 0.1758 data_time: 0.0087 loss: 1.2950 2023/03/26 18:06:28 - mmengine - INFO - Epoch(train) [219][2300/5005] lr: 5.5017e-04 eta: 20:26:56 time: 0.1764 data_time: 0.0084 loss: 1.2268 2023/03/26 18:06:46 - mmengine - INFO - Epoch(train) [219][2400/5005] lr: 5.5017e-04 eta: 20:26:38 time: 0.1765 data_time: 0.0087 loss: 1.1292 2023/03/26 18:07:05 - mmengine - INFO - Epoch(train) [219][2500/5005] lr: 5.5017e-04 eta: 20:26:20 time: 0.1776 data_time: 0.0087 loss: 1.4173 2023/03/26 18:07:24 - mmengine - INFO - Epoch(train) [219][2600/5005] lr: 5.5017e-04 eta: 20:26:02 time: 0.1770 data_time: 0.0086 loss: 1.2557 2023/03/26 18:07:42 - mmengine - INFO - Epoch(train) [219][2700/5005] lr: 5.5017e-04 eta: 20:25:44 time: 0.1773 data_time: 0.0091 loss: 1.2634 2023/03/26 18:08:00 - mmengine - INFO - Epoch(train) [219][2800/5005] lr: 5.5017e-04 eta: 20:25:26 time: 0.1771 data_time: 0.0089 loss: 1.1040 2023/03/26 18:08:19 - mmengine - INFO - Epoch(train) [219][2900/5005] lr: 5.5017e-04 eta: 20:25:08 time: 0.1774 data_time: 0.0092 loss: 1.3605 2023/03/26 18:08:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:08:38 - mmengine - INFO - Epoch(train) [219][3000/5005] lr: 5.5017e-04 eta: 20:24:50 time: 0.1764 data_time: 0.0087 loss: 1.2112 2023/03/26 18:08:56 - mmengine - INFO - Epoch(train) [219][3100/5005] lr: 5.5017e-04 eta: 20:24:32 time: 0.1908 data_time: 0.0093 loss: 1.2277 2023/03/26 18:09:15 - mmengine - INFO - Epoch(train) [219][3200/5005] lr: 5.5017e-04 eta: 20:24:14 time: 0.1979 data_time: 0.0089 loss: 1.0774 2023/03/26 18:09:33 - mmengine - INFO - Epoch(train) [219][3300/5005] lr: 5.5017e-04 eta: 20:23:55 time: 0.1779 data_time: 0.0089 loss: 1.2196 2023/03/26 18:09:52 - mmengine - INFO - Epoch(train) [219][3400/5005] lr: 5.5017e-04 eta: 20:23:37 time: 0.1758 data_time: 0.0087 loss: 1.2556 2023/03/26 18:10:10 - mmengine - INFO - Epoch(train) [219][3500/5005] lr: 5.5017e-04 eta: 20:23:19 time: 0.1765 data_time: 0.0090 loss: 1.3637 2023/03/26 18:10:29 - mmengine - INFO - Epoch(train) [219][3600/5005] lr: 5.5017e-04 eta: 20:23:01 time: 0.1777 data_time: 0.0088 loss: 1.1423 2023/03/26 18:10:47 - mmengine - INFO - Epoch(train) [219][3700/5005] lr: 5.5017e-04 eta: 20:22:43 time: 0.1770 data_time: 0.0088 loss: 1.2698 2023/03/26 18:11:06 - mmengine - INFO - Epoch(train) [219][3800/5005] lr: 5.5017e-04 eta: 20:22:25 time: 0.1759 data_time: 0.0087 loss: 1.1110 2023/03/26 18:11:24 - mmengine - INFO - Epoch(train) [219][3900/5005] lr: 5.5017e-04 eta: 20:22:07 time: 0.1768 data_time: 0.0089 loss: 1.2382 2023/03/26 18:11:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:11:43 - mmengine - INFO - Epoch(train) [219][4000/5005] lr: 5.5017e-04 eta: 20:21:49 time: 0.1763 data_time: 0.0091 loss: 1.2668 2023/03/26 18:12:02 - mmengine - INFO - Epoch(train) [219][4100/5005] lr: 5.5017e-04 eta: 20:21:31 time: 0.1765 data_time: 0.0085 loss: 1.0622 2023/03/26 18:12:20 - mmengine - INFO - Epoch(train) [219][4200/5005] lr: 5.5017e-04 eta: 20:21:13 time: 0.1775 data_time: 0.0086 loss: 1.0385 2023/03/26 18:12:39 - mmengine - INFO - Epoch(train) [219][4300/5005] lr: 5.5017e-04 eta: 20:20:54 time: 0.1769 data_time: 0.0090 loss: 1.2301 2023/03/26 18:12:57 - mmengine - INFO - Epoch(train) [219][4400/5005] lr: 5.5017e-04 eta: 20:20:36 time: 0.1776 data_time: 0.0091 loss: 1.1416 2023/03/26 18:13:15 - mmengine - INFO - Epoch(train) [219][4500/5005] lr: 5.5017e-04 eta: 20:20:18 time: 0.1761 data_time: 0.0088 loss: 1.3954 2023/03/26 18:13:34 - mmengine - INFO - Epoch(train) [219][4600/5005] lr: 5.5017e-04 eta: 20:20:00 time: 0.1781 data_time: 0.0091 loss: 1.0257 2023/03/26 18:13:52 - mmengine - INFO - Epoch(train) [219][4700/5005] lr: 5.5017e-04 eta: 20:19:42 time: 0.1801 data_time: 0.0088 loss: 1.2811 2023/03/26 18:14:11 - mmengine - INFO - Epoch(train) [219][4800/5005] lr: 5.5017e-04 eta: 20:19:24 time: 0.1775 data_time: 0.0089 loss: 1.1927 2023/03/26 18:14:30 - mmengine - INFO - Epoch(train) [219][4900/5005] lr: 5.5017e-04 eta: 20:19:06 time: 0.1783 data_time: 0.0089 loss: 1.1944 2023/03/26 18:14:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:14:48 - mmengine - INFO - Epoch(train) [219][5000/5005] lr: 5.5017e-04 eta: 20:18:48 time: 0.1750 data_time: 0.0092 loss: 1.2273 2023/03/26 18:14:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:14:50 - mmengine - INFO - Saving checkpoint at 219 epochs 2023/03/26 18:14:58 - mmengine - INFO - Epoch(val) [219][100/196] eta: 0:00:07 time: 0.0632 data_time: 0.0264 2023/03/26 18:15:27 - mmengine - INFO - Epoch(val) [219][196/196] accuracy/top1: 71.3820 accuracy/top5: 90.1320data_time: 0.0656 time: 0.0977 2023/03/26 18:15:46 - mmengine - INFO - Epoch(train) [220][ 100/5005] lr: 5.3917e-04 eta: 20:18:29 time: 0.1773 data_time: 0.0086 loss: 1.2308 2023/03/26 18:16:05 - mmengine - INFO - Epoch(train) [220][ 200/5005] lr: 5.3917e-04 eta: 20:18:11 time: 0.1765 data_time: 0.0085 loss: 1.2624 2023/03/26 18:16:23 - mmengine - INFO - Epoch(train) [220][ 300/5005] lr: 5.3917e-04 eta: 20:17:53 time: 0.1785 data_time: 0.0088 loss: 1.1090 2023/03/26 18:16:42 - mmengine - INFO - Epoch(train) [220][ 400/5005] lr: 5.3917e-04 eta: 20:17:35 time: 0.1773 data_time: 0.0083 loss: 1.4640 2023/03/26 18:17:00 - mmengine - INFO - Epoch(train) [220][ 500/5005] lr: 5.3917e-04 eta: 20:17:17 time: 0.1755 data_time: 0.0081 loss: 1.1642 2023/03/26 18:17:19 - mmengine - INFO - Epoch(train) [220][ 600/5005] lr: 5.3917e-04 eta: 20:16:59 time: 0.1767 data_time: 0.0086 loss: 1.0882 2023/03/26 18:17:37 - mmengine - INFO - Epoch(train) [220][ 700/5005] lr: 5.3917e-04 eta: 20:16:41 time: 0.1771 data_time: 0.0088 loss: 1.2480 2023/03/26 18:17:56 - mmengine - INFO - Epoch(train) [220][ 800/5005] lr: 5.3917e-04 eta: 20:16:23 time: 0.1973 data_time: 0.0086 loss: 1.0661 2023/03/26 18:18:15 - mmengine - INFO - Epoch(train) [220][ 900/5005] lr: 5.3917e-04 eta: 20:16:05 time: 0.1771 data_time: 0.0088 loss: 1.0979 2023/03/26 18:18:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:18:33 - mmengine - INFO - Epoch(train) [220][1000/5005] lr: 5.3917e-04 eta: 20:15:47 time: 0.1861 data_time: 0.0086 loss: 1.3555 2023/03/26 18:18:52 - mmengine - INFO - Epoch(train) [220][1100/5005] lr: 5.3917e-04 eta: 20:15:28 time: 0.1782 data_time: 0.0088 loss: 1.3268 2023/03/26 18:19:10 - mmengine - INFO - Epoch(train) [220][1200/5005] lr: 5.3917e-04 eta: 20:15:10 time: 0.1779 data_time: 0.0085 loss: 1.0951 2023/03/26 18:19:29 - mmengine - INFO - Epoch(train) [220][1300/5005] lr: 5.3917e-04 eta: 20:14:52 time: 0.1771 data_time: 0.0087 loss: 1.1372 2023/03/26 18:19:47 - mmengine - INFO - Epoch(train) [220][1400/5005] lr: 5.3917e-04 eta: 20:14:34 time: 0.1771 data_time: 0.0082 loss: 1.0781 2023/03/26 18:20:06 - mmengine - INFO - Epoch(train) [220][1500/5005] lr: 5.3917e-04 eta: 20:14:16 time: 0.1770 data_time: 0.0084 loss: 1.1694 2023/03/26 18:20:24 - mmengine - INFO - Epoch(train) [220][1600/5005] lr: 5.3917e-04 eta: 20:13:58 time: 0.1955 data_time: 0.0085 loss: 1.3903 2023/03/26 18:20:43 - mmengine - INFO - Epoch(train) [220][1700/5005] lr: 5.3917e-04 eta: 20:13:40 time: 0.1794 data_time: 0.0084 loss: 1.1547 2023/03/26 18:21:02 - mmengine - INFO - Epoch(train) [220][1800/5005] lr: 5.3917e-04 eta: 20:13:22 time: 0.1774 data_time: 0.0088 loss: 1.3248 2023/03/26 18:21:20 - mmengine - INFO - Epoch(train) [220][1900/5005] lr: 5.3917e-04 eta: 20:13:04 time: 0.1777 data_time: 0.0090 loss: 1.1786 2023/03/26 18:21:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:21:38 - mmengine - INFO - Epoch(train) [220][2000/5005] lr: 5.3917e-04 eta: 20:12:46 time: 0.1762 data_time: 0.0084 loss: 1.1369 2023/03/26 18:21:57 - mmengine - INFO - Epoch(train) [220][2100/5005] lr: 5.3917e-04 eta: 20:12:28 time: 0.1782 data_time: 0.0086 loss: 1.2317 2023/03/26 18:22:16 - mmengine - INFO - Epoch(train) [220][2200/5005] lr: 5.3917e-04 eta: 20:12:10 time: 0.1772 data_time: 0.0087 loss: 1.2022 2023/03/26 18:22:34 - mmengine - INFO - Epoch(train) [220][2300/5005] lr: 5.3917e-04 eta: 20:11:51 time: 0.1766 data_time: 0.0082 loss: 1.1751 2023/03/26 18:22:53 - mmengine - INFO - Epoch(train) [220][2400/5005] lr: 5.3917e-04 eta: 20:11:33 time: 0.1782 data_time: 0.0086 loss: 1.1786 2023/03/26 18:23:11 - mmengine - INFO - Epoch(train) [220][2500/5005] lr: 5.3917e-04 eta: 20:11:15 time: 0.1776 data_time: 0.0087 loss: 1.1801 2023/03/26 18:23:30 - mmengine - INFO - Epoch(train) [220][2600/5005] lr: 5.3917e-04 eta: 20:10:57 time: 0.1769 data_time: 0.0088 loss: 1.2750 2023/03/26 18:23:49 - mmengine - INFO - Epoch(train) [220][2700/5005] lr: 5.3917e-04 eta: 20:10:39 time: 0.1774 data_time: 0.0090 loss: 1.3270 2023/03/26 18:24:07 - mmengine - INFO - Epoch(train) [220][2800/5005] lr: 5.3917e-04 eta: 20:10:21 time: 0.1761 data_time: 0.0084 loss: 1.1092 2023/03/26 18:24:25 - mmengine - INFO - Epoch(train) [220][2900/5005] lr: 5.3917e-04 eta: 20:10:03 time: 0.1773 data_time: 0.0087 loss: 1.1153 2023/03/26 18:24:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:24:44 - mmengine - INFO - Epoch(train) [220][3000/5005] lr: 5.3917e-04 eta: 20:09:45 time: 0.1781 data_time: 0.0088 loss: 1.1050 2023/03/26 18:25:02 - mmengine - INFO - Epoch(train) [220][3100/5005] lr: 5.3917e-04 eta: 20:09:27 time: 0.1791 data_time: 0.0083 loss: 1.1837 2023/03/26 18:25:21 - mmengine - INFO - Epoch(train) [220][3200/5005] lr: 5.3917e-04 eta: 20:09:09 time: 0.1780 data_time: 0.0086 loss: 1.2404 2023/03/26 18:25:39 - mmengine - INFO - Epoch(train) [220][3300/5005] lr: 5.3917e-04 eta: 20:08:51 time: 0.1774 data_time: 0.0086 loss: 1.2205 2023/03/26 18:25:58 - mmengine - INFO - Epoch(train) [220][3400/5005] lr: 5.3917e-04 eta: 20:08:33 time: 0.1773 data_time: 0.0085 loss: 1.1915 2023/03/26 18:26:16 - mmengine - INFO - Epoch(train) [220][3500/5005] lr: 5.3917e-04 eta: 20:08:15 time: 0.1767 data_time: 0.0083 loss: 1.0518 2023/03/26 18:26:35 - mmengine - INFO - Epoch(train) [220][3600/5005] lr: 5.3917e-04 eta: 20:07:57 time: 0.1766 data_time: 0.0084 loss: 1.1509 2023/03/26 18:26:54 - mmengine - INFO - Epoch(train) [220][3700/5005] lr: 5.3917e-04 eta: 20:07:38 time: 0.1768 data_time: 0.0087 loss: 1.1679 2023/03/26 18:27:12 - mmengine - INFO - Epoch(train) [220][3800/5005] lr: 5.3917e-04 eta: 20:07:20 time: 0.1780 data_time: 0.0088 loss: 1.0077 2023/03/26 18:27:31 - mmengine - INFO - Epoch(train) [220][3900/5005] lr: 5.3917e-04 eta: 20:07:02 time: 0.1784 data_time: 0.0087 loss: 1.1741 2023/03/26 18:27:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:27:49 - mmengine - INFO - Epoch(train) [220][4000/5005] lr: 5.3917e-04 eta: 20:06:44 time: 0.1775 data_time: 0.0084 loss: 1.1579 2023/03/26 18:28:08 - mmengine - INFO - Epoch(train) [220][4100/5005] lr: 5.3917e-04 eta: 20:06:26 time: 0.1783 data_time: 0.0086 loss: 1.0916 2023/03/26 18:28:26 - mmengine - INFO - Epoch(train) [220][4200/5005] lr: 5.3917e-04 eta: 20:06:08 time: 0.1781 data_time: 0.0086 loss: 1.3753 2023/03/26 18:28:45 - mmengine - INFO - Epoch(train) [220][4300/5005] lr: 5.3917e-04 eta: 20:05:50 time: 0.1765 data_time: 0.0084 loss: 1.1391 2023/03/26 18:29:04 - mmengine - INFO - Epoch(train) [220][4400/5005] lr: 5.3917e-04 eta: 20:05:32 time: 0.2043 data_time: 0.0089 loss: 1.0669 2023/03/26 18:29:22 - mmengine - INFO - Epoch(train) [220][4500/5005] lr: 5.3917e-04 eta: 20:05:14 time: 0.1772 data_time: 0.0086 loss: 1.2645 2023/03/26 18:29:41 - mmengine - INFO - Epoch(train) [220][4600/5005] lr: 5.3917e-04 eta: 20:04:56 time: 0.1775 data_time: 0.0086 loss: 1.1825 2023/03/26 18:29:59 - mmengine - INFO - Epoch(train) [220][4700/5005] lr: 5.3917e-04 eta: 20:04:38 time: 0.1762 data_time: 0.0086 loss: 1.1647 2023/03/26 18:30:18 - mmengine - INFO - Epoch(train) [220][4800/5005] lr: 5.3917e-04 eta: 20:04:20 time: 0.1769 data_time: 0.0084 loss: 1.1392 2023/03/26 18:30:36 - mmengine - INFO - Epoch(train) [220][4900/5005] lr: 5.3917e-04 eta: 20:04:02 time: 0.1770 data_time: 0.0086 loss: 1.1504 2023/03/26 18:30:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:30:55 - mmengine - INFO - Epoch(train) [220][5000/5005] lr: 5.3917e-04 eta: 20:03:43 time: 0.1770 data_time: 0.0092 loss: 1.1507 2023/03/26 18:30:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:30:56 - mmengine - INFO - Saving checkpoint at 220 epochs 2023/03/26 18:31:04 - mmengine - INFO - Epoch(val) [220][100/196] eta: 0:00:07 time: 0.0634 data_time: 0.0255 2023/03/26 18:31:34 - mmengine - INFO - Epoch(val) [220][196/196] accuracy/top1: 71.2460 accuracy/top5: 90.1040data_time: 0.0682 time: 0.1025 2023/03/26 18:31:53 - mmengine - INFO - Epoch(train) [221][ 100/5005] lr: 5.2838e-04 eta: 20:03:25 time: 0.1774 data_time: 0.0087 loss: 1.2575 2023/03/26 18:32:12 - mmengine - INFO - Epoch(train) [221][ 200/5005] lr: 5.2838e-04 eta: 20:03:07 time: 0.1768 data_time: 0.0085 loss: 1.1670 2023/03/26 18:32:31 - mmengine - INFO - Epoch(train) [221][ 300/5005] lr: 5.2838e-04 eta: 20:02:49 time: 0.2073 data_time: 0.0085 loss: 1.2566 2023/03/26 18:32:49 - mmengine - INFO - Epoch(train) [221][ 400/5005] lr: 5.2838e-04 eta: 20:02:31 time: 0.1775 data_time: 0.0087 loss: 1.1014 2023/03/26 18:33:07 - mmengine - INFO - Epoch(train) [221][ 500/5005] lr: 5.2838e-04 eta: 20:02:13 time: 0.1770 data_time: 0.0085 loss: 1.3586 2023/03/26 18:33:26 - mmengine - INFO - Epoch(train) [221][ 600/5005] lr: 5.2838e-04 eta: 20:01:54 time: 0.1789 data_time: 0.0089 loss: 1.1641 2023/03/26 18:33:45 - mmengine - INFO - Epoch(train) [221][ 700/5005] lr: 5.2838e-04 eta: 20:01:36 time: 0.1779 data_time: 0.0084 loss: 1.2687 2023/03/26 18:34:03 - mmengine - INFO - Epoch(train) [221][ 800/5005] lr: 5.2838e-04 eta: 20:01:18 time: 0.1767 data_time: 0.0086 loss: 1.1681 2023/03/26 18:34:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:34:21 - mmengine - INFO - Epoch(train) [221][ 900/5005] lr: 5.2838e-04 eta: 20:01:00 time: 0.1769 data_time: 0.0087 loss: 1.2131 2023/03/26 18:34:40 - mmengine - INFO - Epoch(train) [221][1000/5005] lr: 5.2838e-04 eta: 20:00:42 time: 0.1779 data_time: 0.0087 loss: 1.1254 2023/03/26 18:34:59 - mmengine - INFO - Epoch(train) [221][1100/5005] lr: 5.2838e-04 eta: 20:00:24 time: 0.1772 data_time: 0.0087 loss: 1.1423 2023/03/26 18:35:17 - mmengine - INFO - Epoch(train) [221][1200/5005] lr: 5.2838e-04 eta: 20:00:06 time: 0.2012 data_time: 0.0084 loss: 1.0565 2023/03/26 18:35:36 - mmengine - INFO - Epoch(train) [221][1300/5005] lr: 5.2838e-04 eta: 19:59:48 time: 0.1777 data_time: 0.0086 loss: 1.0526 2023/03/26 18:35:54 - mmengine - INFO - Epoch(train) [221][1400/5005] lr: 5.2838e-04 eta: 19:59:30 time: 0.1790 data_time: 0.0084 loss: 1.2580 2023/03/26 18:36:13 - mmengine - INFO - Epoch(train) [221][1500/5005] lr: 5.2838e-04 eta: 19:59:12 time: 0.1757 data_time: 0.0082 loss: 1.1794 2023/03/26 18:36:31 - mmengine - INFO - Epoch(train) [221][1600/5005] lr: 5.2838e-04 eta: 19:58:54 time: 0.1772 data_time: 0.0085 loss: 1.2807 2023/03/26 18:36:50 - mmengine - INFO - Epoch(train) [221][1700/5005] lr: 5.2838e-04 eta: 19:58:36 time: 0.1788 data_time: 0.0088 loss: 1.3329 2023/03/26 18:37:08 - mmengine - INFO - Epoch(train) [221][1800/5005] lr: 5.2838e-04 eta: 19:58:18 time: 0.1864 data_time: 0.0084 loss: 1.1986 2023/03/26 18:37:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:37:27 - mmengine - INFO - Epoch(train) [221][1900/5005] lr: 5.2838e-04 eta: 19:58:00 time: 0.1785 data_time: 0.0087 loss: 1.0241 2023/03/26 18:37:45 - mmengine - INFO - Epoch(train) [221][2000/5005] lr: 5.2838e-04 eta: 19:57:41 time: 0.1776 data_time: 0.0082 loss: 1.1917 2023/03/26 18:38:04 - mmengine - INFO - Epoch(train) [221][2100/5005] lr: 5.2838e-04 eta: 19:57:23 time: 0.1760 data_time: 0.0084 loss: 1.1473 2023/03/26 18:38:22 - mmengine - INFO - Epoch(train) [221][2200/5005] lr: 5.2838e-04 eta: 19:57:05 time: 0.1779 data_time: 0.0091 loss: 1.1119 2023/03/26 18:38:41 - mmengine - INFO - Epoch(train) [221][2300/5005] lr: 5.2838e-04 eta: 19:56:47 time: 0.1987 data_time: 0.0081 loss: 1.1006 2023/03/26 18:38:59 - mmengine - INFO - Epoch(train) [221][2400/5005] lr: 5.2838e-04 eta: 19:56:29 time: 0.1769 data_time: 0.0083 loss: 0.9829 2023/03/26 18:39:18 - mmengine - INFO - Epoch(train) [221][2500/5005] lr: 5.2838e-04 eta: 19:56:11 time: 0.1784 data_time: 0.0086 loss: 1.2685 2023/03/26 18:39:37 - mmengine - INFO - Epoch(train) [221][2600/5005] lr: 5.2838e-04 eta: 19:55:53 time: 0.1780 data_time: 0.0086 loss: 1.1019 2023/03/26 18:39:55 - mmengine - INFO - Epoch(train) [221][2700/5005] lr: 5.2838e-04 eta: 19:55:35 time: 0.1984 data_time: 0.0081 loss: 1.1797 2023/03/26 18:40:14 - mmengine - INFO - Epoch(train) [221][2800/5005] lr: 5.2838e-04 eta: 19:55:17 time: 0.1772 data_time: 0.0089 loss: 1.1779 2023/03/26 18:40:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:40:32 - mmengine - INFO - Epoch(train) [221][2900/5005] lr: 5.2838e-04 eta: 19:54:59 time: 0.1789 data_time: 0.0092 loss: 1.2534 2023/03/26 18:40:51 - mmengine - INFO - Epoch(train) [221][3000/5005] lr: 5.2838e-04 eta: 19:54:41 time: 0.1774 data_time: 0.0085 loss: 1.3827 2023/03/26 18:41:09 - mmengine - INFO - Epoch(train) [221][3100/5005] lr: 5.2838e-04 eta: 19:54:23 time: 0.1768 data_time: 0.0084 loss: 1.1515 2023/03/26 18:41:28 - mmengine - INFO - Epoch(train) [221][3200/5005] lr: 5.2838e-04 eta: 19:54:05 time: 0.2164 data_time: 0.0084 loss: 1.2068 2023/03/26 18:41:47 - mmengine - INFO - Epoch(train) [221][3300/5005] lr: 5.2838e-04 eta: 19:53:47 time: 0.1886 data_time: 0.0084 loss: 1.2172 2023/03/26 18:42:05 - mmengine - INFO - Epoch(train) [221][3400/5005] lr: 5.2838e-04 eta: 19:53:28 time: 0.1778 data_time: 0.0087 loss: 1.1383 2023/03/26 18:42:24 - mmengine - INFO - Epoch(train) [221][3500/5005] lr: 5.2838e-04 eta: 19:53:10 time: 0.1785 data_time: 0.0086 loss: 1.1738 2023/03/26 18:42:42 - mmengine - INFO - Epoch(train) [221][3600/5005] lr: 5.2838e-04 eta: 19:52:52 time: 0.1764 data_time: 0.0088 loss: 1.1420 2023/03/26 18:43:01 - mmengine - INFO - Epoch(train) [221][3700/5005] lr: 5.2838e-04 eta: 19:52:34 time: 0.1790 data_time: 0.0086 loss: 1.1550 2023/03/26 18:43:19 - mmengine - INFO - Epoch(train) [221][3800/5005] lr: 5.2838e-04 eta: 19:52:16 time: 0.1777 data_time: 0.0086 loss: 1.0458 2023/03/26 18:43:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:43:38 - mmengine - INFO - Epoch(train) [221][3900/5005] lr: 5.2838e-04 eta: 19:51:58 time: 0.1787 data_time: 0.0088 loss: 1.2602 2023/03/26 18:43:56 - mmengine - INFO - Epoch(train) [221][4000/5005] lr: 5.2838e-04 eta: 19:51:40 time: 0.1775 data_time: 0.0086 loss: 1.1353 2023/03/26 18:44:15 - mmengine - INFO - Epoch(train) [221][4100/5005] lr: 5.2838e-04 eta: 19:51:22 time: 0.1769 data_time: 0.0086 loss: 1.2195 2023/03/26 18:44:33 - mmengine - INFO - Epoch(train) [221][4200/5005] lr: 5.2838e-04 eta: 19:51:04 time: 0.1776 data_time: 0.0088 loss: 1.2285 2023/03/26 18:44:52 - mmengine - INFO - Epoch(train) [221][4300/5005] lr: 5.2838e-04 eta: 19:50:46 time: 0.2020 data_time: 0.0085 loss: 1.2904 2023/03/26 18:45:10 - mmengine - INFO - Epoch(train) [221][4400/5005] lr: 5.2838e-04 eta: 19:50:28 time: 0.1783 data_time: 0.0088 loss: 1.0292 2023/03/26 18:45:29 - mmengine - INFO - Epoch(train) [221][4500/5005] lr: 5.2838e-04 eta: 19:50:10 time: 0.1780 data_time: 0.0086 loss: 1.2784 2023/03/26 18:45:48 - mmengine - INFO - Epoch(train) [221][4600/5005] lr: 5.2838e-04 eta: 19:49:52 time: 0.1779 data_time: 0.0087 loss: 1.2000 2023/03/26 18:46:06 - mmengine - INFO - Epoch(train) [221][4700/5005] lr: 5.2838e-04 eta: 19:49:33 time: 0.1774 data_time: 0.0085 loss: 1.0922 2023/03/26 18:46:25 - mmengine - INFO - Epoch(train) [221][4800/5005] lr: 5.2838e-04 eta: 19:49:15 time: 0.1978 data_time: 0.0085 loss: 1.1837 2023/03/26 18:46:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:46:43 - mmengine - INFO - Epoch(train) [221][4900/5005] lr: 5.2838e-04 eta: 19:48:57 time: 0.1778 data_time: 0.0091 loss: 1.2354 2023/03/26 18:47:02 - mmengine - INFO - Epoch(train) [221][5000/5005] lr: 5.2838e-04 eta: 19:48:39 time: 0.1752 data_time: 0.0089 loss: 1.1379 2023/03/26 18:47:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:47:03 - mmengine - INFO - Saving checkpoint at 221 epochs 2023/03/26 18:47:11 - mmengine - INFO - Epoch(val) [221][100/196] eta: 0:00:07 time: 0.0626 data_time: 0.0247 2023/03/26 18:47:40 - mmengine - INFO - Epoch(val) [221][196/196] accuracy/top1: 71.4820 accuracy/top5: 90.0200data_time: 0.0686 time: 0.1016 2023/03/26 18:47:59 - mmengine - INFO - Epoch(train) [222][ 100/5005] lr: 5.1782e-04 eta: 19:48:21 time: 0.1766 data_time: 0.0083 loss: 1.1982 2023/03/26 18:48:18 - mmengine - INFO - Epoch(train) [222][ 200/5005] lr: 5.1782e-04 eta: 19:48:02 time: 0.1765 data_time: 0.0088 loss: 1.3426 2023/03/26 18:48:36 - mmengine - INFO - Epoch(train) [222][ 300/5005] lr: 5.1782e-04 eta: 19:47:44 time: 0.1771 data_time: 0.0087 loss: 1.1604 2023/03/26 18:48:55 - mmengine - INFO - Epoch(train) [222][ 400/5005] lr: 5.1782e-04 eta: 19:47:26 time: 0.1766 data_time: 0.0085 loss: 1.2320 2023/03/26 18:49:13 - mmengine - INFO - Epoch(train) [222][ 500/5005] lr: 5.1782e-04 eta: 19:47:08 time: 0.1767 data_time: 0.0084 loss: 1.1610 2023/03/26 18:49:32 - mmengine - INFO - Epoch(train) [222][ 600/5005] lr: 5.1782e-04 eta: 19:46:50 time: 0.1772 data_time: 0.0086 loss: 1.1901 2023/03/26 18:49:50 - mmengine - INFO - Epoch(train) [222][ 700/5005] lr: 5.1782e-04 eta: 19:46:32 time: 0.1778 data_time: 0.0087 loss: 1.3792 2023/03/26 18:50:09 - mmengine - INFO - Epoch(train) [222][ 800/5005] lr: 5.1782e-04 eta: 19:46:14 time: 0.1769 data_time: 0.0087 loss: 1.2354 2023/03/26 18:50:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:50:27 - mmengine - INFO - Epoch(train) [222][ 900/5005] lr: 5.1782e-04 eta: 19:45:56 time: 0.1773 data_time: 0.0087 loss: 1.1803 2023/03/26 18:50:46 - mmengine - INFO - Epoch(train) [222][1000/5005] lr: 5.1782e-04 eta: 19:45:38 time: 0.1789 data_time: 0.0090 loss: 1.2142 2023/03/26 18:51:04 - mmengine - INFO - Epoch(train) [222][1100/5005] lr: 5.1782e-04 eta: 19:45:20 time: 0.1777 data_time: 0.0090 loss: 1.2287 2023/03/26 18:51:23 - mmengine - INFO - Epoch(train) [222][1200/5005] lr: 5.1782e-04 eta: 19:45:02 time: 0.1766 data_time: 0.0084 loss: 1.1748 2023/03/26 18:51:41 - mmengine - INFO - Epoch(train) [222][1300/5005] lr: 5.1782e-04 eta: 19:44:44 time: 0.1765 data_time: 0.0087 loss: 1.1138 2023/03/26 18:52:00 - mmengine - INFO - Epoch(train) [222][1400/5005] lr: 5.1782e-04 eta: 19:44:26 time: 0.1783 data_time: 0.0086 loss: 1.1841 2023/03/26 18:52:19 - mmengine - INFO - Epoch(train) [222][1500/5005] lr: 5.1782e-04 eta: 19:44:07 time: 0.2006 data_time: 0.0084 loss: 1.2391 2023/03/26 18:52:37 - mmengine - INFO - Epoch(train) [222][1600/5005] lr: 5.1782e-04 eta: 19:43:49 time: 0.1774 data_time: 0.0088 loss: 1.2949 2023/03/26 18:52:55 - mmengine - INFO - Epoch(train) [222][1700/5005] lr: 5.1782e-04 eta: 19:43:31 time: 0.1762 data_time: 0.0087 loss: 1.1336 2023/03/26 18:53:14 - mmengine - INFO - Epoch(train) [222][1800/5005] lr: 5.1782e-04 eta: 19:43:13 time: 0.1771 data_time: 0.0084 loss: 1.1764 2023/03/26 18:53:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:53:32 - mmengine - INFO - Epoch(train) [222][1900/5005] lr: 5.1782e-04 eta: 19:42:55 time: 0.1771 data_time: 0.0084 loss: 1.1912 2023/03/26 18:53:51 - mmengine - INFO - Epoch(train) [222][2000/5005] lr: 5.1782e-04 eta: 19:42:37 time: 0.1771 data_time: 0.0086 loss: 1.3083 2023/03/26 18:54:10 - mmengine - INFO - Epoch(train) [222][2100/5005] lr: 5.1782e-04 eta: 19:42:19 time: 0.1773 data_time: 0.0087 loss: 1.2395 2023/03/26 18:54:28 - mmengine - INFO - Epoch(train) [222][2200/5005] lr: 5.1782e-04 eta: 19:42:01 time: 0.1790 data_time: 0.0085 loss: 1.3056 2023/03/26 18:54:46 - mmengine - INFO - Epoch(train) [222][2300/5005] lr: 5.1782e-04 eta: 19:41:43 time: 0.1793 data_time: 0.0085 loss: 1.2141 2023/03/26 18:55:05 - mmengine - INFO - Epoch(train) [222][2400/5005] lr: 5.1782e-04 eta: 19:41:25 time: 0.2076 data_time: 0.0080 loss: 1.2467 2023/03/26 18:55:23 - mmengine - INFO - Epoch(train) [222][2500/5005] lr: 5.1782e-04 eta: 19:41:07 time: 0.1766 data_time: 0.0087 loss: 1.3232 2023/03/26 18:55:42 - mmengine - INFO - Epoch(train) [222][2600/5005] lr: 5.1782e-04 eta: 19:40:48 time: 0.1769 data_time: 0.0088 loss: 1.1455 2023/03/26 18:56:00 - mmengine - INFO - Epoch(train) [222][2700/5005] lr: 5.1782e-04 eta: 19:40:30 time: 0.1768 data_time: 0.0084 loss: 1.2311 2023/03/26 18:56:19 - mmengine - INFO - Epoch(train) [222][2800/5005] lr: 5.1782e-04 eta: 19:40:12 time: 0.1766 data_time: 0.0084 loss: 1.0623 2023/03/26 18:56:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:56:38 - mmengine - INFO - Epoch(train) [222][2900/5005] lr: 5.1782e-04 eta: 19:39:54 time: 0.1985 data_time: 0.0083 loss: 1.2697 2023/03/26 18:56:56 - mmengine - INFO - Epoch(train) [222][3000/5005] lr: 5.1782e-04 eta: 19:39:36 time: 0.1782 data_time: 0.0087 loss: 1.3421 2023/03/26 18:57:15 - mmengine - INFO - Epoch(train) [222][3100/5005] lr: 5.1782e-04 eta: 19:39:18 time: 0.1789 data_time: 0.0084 loss: 1.3615 2023/03/26 18:57:33 - mmengine - INFO - Epoch(train) [222][3200/5005] lr: 5.1782e-04 eta: 19:39:00 time: 0.1772 data_time: 0.0090 loss: 1.2130 2023/03/26 18:57:52 - mmengine - INFO - Epoch(train) [222][3300/5005] lr: 5.1782e-04 eta: 19:38:42 time: 0.1770 data_time: 0.0085 loss: 1.0735 2023/03/26 18:58:10 - mmengine - INFO - Epoch(train) [222][3400/5005] lr: 5.1782e-04 eta: 19:38:24 time: 0.1777 data_time: 0.0081 loss: 1.3340 2023/03/26 18:58:29 - mmengine - INFO - Epoch(train) [222][3500/5005] lr: 5.1782e-04 eta: 19:38:06 time: 0.1904 data_time: 0.0084 loss: 1.1503 2023/03/26 18:58:47 - mmengine - INFO - Epoch(train) [222][3600/5005] lr: 5.1782e-04 eta: 19:37:48 time: 0.1790 data_time: 0.0091 loss: 1.0615 2023/03/26 18:59:06 - mmengine - INFO - Epoch(train) [222][3700/5005] lr: 5.1782e-04 eta: 19:37:30 time: 0.1773 data_time: 0.0086 loss: 1.2658 2023/03/26 18:59:24 - mmengine - INFO - Epoch(train) [222][3800/5005] lr: 5.1782e-04 eta: 19:37:12 time: 0.1781 data_time: 0.0089 loss: 0.9720 2023/03/26 18:59:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 18:59:43 - mmengine - INFO - Epoch(train) [222][3900/5005] lr: 5.1782e-04 eta: 19:36:53 time: 0.1765 data_time: 0.0085 loss: 1.2095 2023/03/26 19:00:01 - mmengine - INFO - Epoch(train) [222][4000/5005] lr: 5.1782e-04 eta: 19:36:35 time: 0.1777 data_time: 0.0091 loss: 1.2418 2023/03/26 19:00:20 - mmengine - INFO - Epoch(train) [222][4100/5005] lr: 5.1782e-04 eta: 19:36:17 time: 0.1780 data_time: 0.0086 loss: 1.2086 2023/03/26 19:00:38 - mmengine - INFO - Epoch(train) [222][4200/5005] lr: 5.1782e-04 eta: 19:35:59 time: 0.1772 data_time: 0.0086 loss: 1.2165 2023/03/26 19:00:57 - mmengine - INFO - Epoch(train) [222][4300/5005] lr: 5.1782e-04 eta: 19:35:41 time: 0.1774 data_time: 0.0085 loss: 1.1941 2023/03/26 19:01:15 - mmengine - INFO - Epoch(train) [222][4400/5005] lr: 5.1782e-04 eta: 19:35:23 time: 0.1760 data_time: 0.0084 loss: 1.0092 2023/03/26 19:01:34 - mmengine - INFO - Epoch(train) [222][4500/5005] lr: 5.1782e-04 eta: 19:35:05 time: 0.1901 data_time: 0.0085 loss: 1.2994 2023/03/26 19:01:53 - mmengine - INFO - Epoch(train) [222][4600/5005] lr: 5.1782e-04 eta: 19:34:47 time: 0.1761 data_time: 0.0088 loss: 1.2997 2023/03/26 19:02:11 - mmengine - INFO - Epoch(train) [222][4700/5005] lr: 5.1782e-04 eta: 19:34:29 time: 0.1783 data_time: 0.0091 loss: 1.3905 2023/03/26 19:02:29 - mmengine - INFO - Epoch(train) [222][4800/5005] lr: 5.1782e-04 eta: 19:34:11 time: 0.1774 data_time: 0.0087 loss: 1.0985 2023/03/26 19:02:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:02:47 - mmengine - INFO - Epoch(train) [222][4900/5005] lr: 5.1782e-04 eta: 19:33:52 time: 0.1777 data_time: 0.0092 loss: 1.1140 2023/03/26 19:03:06 - mmengine - INFO - Epoch(train) [222][5000/5005] lr: 5.1782e-04 eta: 19:33:34 time: 0.1749 data_time: 0.0087 loss: 1.3129 2023/03/26 19:03:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:03:07 - mmengine - INFO - Saving checkpoint at 222 epochs 2023/03/26 19:03:16 - mmengine - INFO - Epoch(val) [222][100/196] eta: 0:00:07 time: 0.0627 data_time: 0.0257 2023/03/26 19:03:44 - mmengine - INFO - Epoch(val) [222][196/196] accuracy/top1: 71.4220 accuracy/top5: 90.0860data_time: 0.0692 time: 0.1023 2023/03/26 19:04:04 - mmengine - INFO - Epoch(train) [223][ 100/5005] lr: 5.0746e-04 eta: 19:33:16 time: 0.1782 data_time: 0.0090 loss: 1.0001 2023/03/26 19:04:23 - mmengine - INFO - Epoch(train) [223][ 200/5005] lr: 5.0746e-04 eta: 19:32:58 time: 0.1792 data_time: 0.0092 loss: 1.1985 2023/03/26 19:04:41 - mmengine - INFO - Epoch(train) [223][ 300/5005] lr: 5.0746e-04 eta: 19:32:40 time: 0.1775 data_time: 0.0089 loss: 1.1608 2023/03/26 19:05:00 - mmengine - INFO - Epoch(train) [223][ 400/5005] lr: 5.0746e-04 eta: 19:32:22 time: 0.2026 data_time: 0.0089 loss: 1.0774 2023/03/26 19:05:19 - mmengine - INFO - Epoch(train) [223][ 500/5005] lr: 5.0746e-04 eta: 19:32:04 time: 0.1780 data_time: 0.0091 loss: 1.2243 2023/03/26 19:05:38 - mmengine - INFO - Epoch(train) [223][ 600/5005] lr: 5.0746e-04 eta: 19:31:46 time: 0.1775 data_time: 0.0091 loss: 1.0511 2023/03/26 19:05:56 - mmengine - INFO - Epoch(train) [223][ 700/5005] lr: 5.0746e-04 eta: 19:31:28 time: 0.1776 data_time: 0.0090 loss: 1.2727 2023/03/26 19:06:15 - mmengine - INFO - Epoch(train) [223][ 800/5005] lr: 5.0746e-04 eta: 19:31:10 time: 0.1793 data_time: 0.0093 loss: 1.2140 2023/03/26 19:06:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:06:33 - mmengine - INFO - Epoch(train) [223][ 900/5005] lr: 5.0746e-04 eta: 19:30:52 time: 0.1786 data_time: 0.0091 loss: 1.2605 2023/03/26 19:06:52 - mmengine - INFO - Epoch(train) [223][1000/5005] lr: 5.0746e-04 eta: 19:30:34 time: 0.1773 data_time: 0.0084 loss: 1.1398 2023/03/26 19:07:11 - mmengine - INFO - Epoch(train) [223][1100/5005] lr: 5.0746e-04 eta: 19:30:15 time: 0.1785 data_time: 0.0089 loss: 1.0913 2023/03/26 19:07:29 - mmengine - INFO - Epoch(train) [223][1200/5005] lr: 5.0746e-04 eta: 19:29:57 time: 0.1795 data_time: 0.0089 loss: 1.1989 2023/03/26 19:07:48 - mmengine - INFO - Epoch(train) [223][1300/5005] lr: 5.0746e-04 eta: 19:29:39 time: 0.1775 data_time: 0.0094 loss: 1.2921 2023/03/26 19:08:07 - mmengine - INFO - Epoch(train) [223][1400/5005] lr: 5.0746e-04 eta: 19:29:21 time: 0.1770 data_time: 0.0087 loss: 1.1578 2023/03/26 19:08:25 - mmengine - INFO - Epoch(train) [223][1500/5005] lr: 5.0746e-04 eta: 19:29:03 time: 0.1772 data_time: 0.0091 loss: 1.2494 2023/03/26 19:08:44 - mmengine - INFO - Epoch(train) [223][1600/5005] lr: 5.0746e-04 eta: 19:28:45 time: 0.1795 data_time: 0.0095 loss: 1.1314 2023/03/26 19:09:03 - mmengine - INFO - Epoch(train) [223][1700/5005] lr: 5.0746e-04 eta: 19:28:27 time: 0.1787 data_time: 0.0092 loss: 1.0320 2023/03/26 19:09:21 - mmengine - INFO - Epoch(train) [223][1800/5005] lr: 5.0746e-04 eta: 19:28:09 time: 0.1785 data_time: 0.0088 loss: 1.2062 2023/03/26 19:09:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:09:40 - mmengine - INFO - Epoch(train) [223][1900/5005] lr: 5.0746e-04 eta: 19:27:51 time: 0.1792 data_time: 0.0090 loss: 1.3133 2023/03/26 19:09:58 - mmengine - INFO - Epoch(train) [223][2000/5005] lr: 5.0746e-04 eta: 19:27:33 time: 0.1773 data_time: 0.0088 loss: 1.2718 2023/03/26 19:10:17 - mmengine - INFO - Epoch(train) [223][2100/5005] lr: 5.0746e-04 eta: 19:27:15 time: 0.1783 data_time: 0.0090 loss: 1.0367 2023/03/26 19:10:36 - mmengine - INFO - Epoch(train) [223][2200/5005] lr: 5.0746e-04 eta: 19:26:57 time: 0.1774 data_time: 0.0090 loss: 1.1486 2023/03/26 19:10:55 - mmengine - INFO - Epoch(train) [223][2300/5005] lr: 5.0746e-04 eta: 19:26:39 time: 0.1910 data_time: 0.0090 loss: 1.3398 2023/03/26 19:11:13 - mmengine - INFO - Epoch(train) [223][2400/5005] lr: 5.0746e-04 eta: 19:26:21 time: 0.1787 data_time: 0.0093 loss: 1.1258 2023/03/26 19:11:32 - mmengine - INFO - Epoch(train) [223][2500/5005] lr: 5.0746e-04 eta: 19:26:03 time: 0.1782 data_time: 0.0094 loss: 1.4027 2023/03/26 19:11:50 - mmengine - INFO - Epoch(train) [223][2600/5005] lr: 5.0746e-04 eta: 19:25:45 time: 0.1772 data_time: 0.0091 loss: 1.2498 2023/03/26 19:12:09 - mmengine - INFO - Epoch(train) [223][2700/5005] lr: 5.0746e-04 eta: 19:25:27 time: 0.1767 data_time: 0.0089 loss: 1.3025 2023/03/26 19:12:27 - mmengine - INFO - Epoch(train) [223][2800/5005] lr: 5.0746e-04 eta: 19:25:09 time: 0.1789 data_time: 0.0093 loss: 1.2101 2023/03/26 19:12:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:12:46 - mmengine - INFO - Epoch(train) [223][2900/5005] lr: 5.0746e-04 eta: 19:24:50 time: 0.1794 data_time: 0.0094 loss: 1.1290 2023/03/26 19:13:05 - mmengine - INFO - Epoch(train) [223][3000/5005] lr: 5.0746e-04 eta: 19:24:33 time: 0.2063 data_time: 0.0087 loss: 1.3225 2023/03/26 19:13:23 - mmengine - INFO - Epoch(train) [223][3100/5005] lr: 5.0746e-04 eta: 19:24:15 time: 0.1786 data_time: 0.0096 loss: 1.2205 2023/03/26 19:13:42 - mmengine - INFO - Epoch(train) [223][3200/5005] lr: 5.0746e-04 eta: 19:23:56 time: 0.1778 data_time: 0.0093 loss: 1.0383 2023/03/26 19:14:01 - mmengine - INFO - Epoch(train) [223][3300/5005] lr: 5.0746e-04 eta: 19:23:38 time: 0.1796 data_time: 0.0094 loss: 1.1958 2023/03/26 19:14:19 - mmengine - INFO - Epoch(train) [223][3400/5005] lr: 5.0746e-04 eta: 19:23:20 time: 0.1782 data_time: 0.0090 loss: 1.2422 2023/03/26 19:14:38 - mmengine - INFO - Epoch(train) [223][3500/5005] lr: 5.0746e-04 eta: 19:23:02 time: 0.1775 data_time: 0.0086 loss: 1.2363 2023/03/26 19:14:56 - mmengine - INFO - Epoch(train) [223][3600/5005] lr: 5.0746e-04 eta: 19:22:44 time: 0.1787 data_time: 0.0092 loss: 1.1241 2023/03/26 19:15:15 - mmengine - INFO - Epoch(train) [223][3700/5005] lr: 5.0746e-04 eta: 19:22:26 time: 0.1772 data_time: 0.0087 loss: 1.1834 2023/03/26 19:15:33 - mmengine - INFO - Epoch(train) [223][3800/5005] lr: 5.0746e-04 eta: 19:22:08 time: 0.1777 data_time: 0.0092 loss: 1.1566 2023/03/26 19:15:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:15:52 - mmengine - INFO - Epoch(train) [223][3900/5005] lr: 5.0746e-04 eta: 19:21:50 time: 0.1785 data_time: 0.0091 loss: 1.0789 2023/03/26 19:16:11 - mmengine - INFO - Epoch(train) [223][4000/5005] lr: 5.0746e-04 eta: 19:21:32 time: 0.1776 data_time: 0.0087 loss: 1.3197 2023/03/26 19:16:30 - mmengine - INFO - Epoch(train) [223][4100/5005] lr: 5.0746e-04 eta: 19:21:14 time: 0.1781 data_time: 0.0089 loss: 1.2395 2023/03/26 19:16:48 - mmengine - INFO - Epoch(train) [223][4200/5005] lr: 5.0746e-04 eta: 19:20:56 time: 0.1780 data_time: 0.0092 loss: 1.3251 2023/03/26 19:17:07 - mmengine - INFO - Epoch(train) [223][4300/5005] lr: 5.0746e-04 eta: 19:20:38 time: 0.1781 data_time: 0.0092 loss: 1.3888 2023/03/26 19:17:25 - mmengine - INFO - Epoch(train) [223][4400/5005] lr: 5.0746e-04 eta: 19:20:20 time: 0.1784 data_time: 0.0091 loss: 1.2710 2023/03/26 19:17:44 - mmengine - INFO - Epoch(train) [223][4500/5005] lr: 5.0746e-04 eta: 19:20:02 time: 0.1795 data_time: 0.0093 loss: 1.1878 2023/03/26 19:18:02 - mmengine - INFO - Epoch(train) [223][4600/5005] lr: 5.0746e-04 eta: 19:19:44 time: 0.1784 data_time: 0.0092 loss: 1.1725 2023/03/26 19:18:21 - mmengine - INFO - Epoch(train) [223][4700/5005] lr: 5.0746e-04 eta: 19:19:26 time: 0.1788 data_time: 0.0090 loss: 1.1175 2023/03/26 19:18:40 - mmengine - INFO - Epoch(train) [223][4800/5005] lr: 5.0746e-04 eta: 19:19:08 time: 0.1781 data_time: 0.0088 loss: 1.1111 2023/03/26 19:18:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:18:59 - mmengine - INFO - Epoch(train) [223][4900/5005] lr: 5.0746e-04 eta: 19:18:50 time: 0.1783 data_time: 0.0092 loss: 1.0996 2023/03/26 19:19:17 - mmengine - INFO - Epoch(train) [223][5000/5005] lr: 5.0746e-04 eta: 19:18:32 time: 0.1755 data_time: 0.0091 loss: 1.2477 2023/03/26 19:19:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:19:18 - mmengine - INFO - Saving checkpoint at 223 epochs 2023/03/26 19:19:27 - mmengine - INFO - Epoch(val) [223][100/196] eta: 0:00:07 time: 0.0634 data_time: 0.0261 2023/03/26 19:19:56 - mmengine - INFO - Epoch(val) [223][196/196] accuracy/top1: 71.3940 accuracy/top5: 90.0940data_time: 0.0710 time: 0.1045 2023/03/26 19:20:16 - mmengine - INFO - Epoch(train) [224][ 100/5005] lr: 4.9731e-04 eta: 19:18:13 time: 0.1768 data_time: 0.0087 loss: 1.0897 2023/03/26 19:20:34 - mmengine - INFO - Epoch(train) [224][ 200/5005] lr: 4.9731e-04 eta: 19:17:55 time: 0.1895 data_time: 0.0086 loss: 1.2429 2023/03/26 19:20:53 - mmengine - INFO - Epoch(train) [224][ 300/5005] lr: 4.9731e-04 eta: 19:17:37 time: 0.1781 data_time: 0.0090 loss: 1.2870 2023/03/26 19:21:11 - mmengine - INFO - Epoch(train) [224][ 400/5005] lr: 4.9731e-04 eta: 19:17:19 time: 0.1774 data_time: 0.0087 loss: 1.2318 2023/03/26 19:21:30 - mmengine - INFO - Epoch(train) [224][ 500/5005] lr: 4.9731e-04 eta: 19:17:01 time: 0.1765 data_time: 0.0083 loss: 1.3936 2023/03/26 19:21:48 - mmengine - INFO - Epoch(train) [224][ 600/5005] lr: 4.9731e-04 eta: 19:16:42 time: 0.1771 data_time: 0.0088 loss: 1.1099 2023/03/26 19:22:07 - mmengine - INFO - Epoch(train) [224][ 700/5005] lr: 4.9731e-04 eta: 19:16:24 time: 0.1776 data_time: 0.0088 loss: 1.2441 2023/03/26 19:22:25 - mmengine - INFO - Epoch(train) [224][ 800/5005] lr: 4.9731e-04 eta: 19:16:06 time: 0.1767 data_time: 0.0087 loss: 1.0893 2023/03/26 19:22:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:22:44 - mmengine - INFO - Epoch(train) [224][ 900/5005] lr: 4.9731e-04 eta: 19:15:48 time: 0.1769 data_time: 0.0085 loss: 1.1221 2023/03/26 19:23:02 - mmengine - INFO - Epoch(train) [224][1000/5005] lr: 4.9731e-04 eta: 19:15:30 time: 0.1777 data_time: 0.0086 loss: 1.2169 2023/03/26 19:23:21 - mmengine - INFO - Epoch(train) [224][1100/5005] lr: 4.9731e-04 eta: 19:15:12 time: 0.1774 data_time: 0.0085 loss: 1.0362 2023/03/26 19:23:39 - mmengine - INFO - Epoch(train) [224][1200/5005] lr: 4.9731e-04 eta: 19:14:54 time: 0.1779 data_time: 0.0089 loss: 1.2525 2023/03/26 19:23:58 - mmengine - INFO - Epoch(train) [224][1300/5005] lr: 4.9731e-04 eta: 19:14:36 time: 0.1768 data_time: 0.0088 loss: 1.3688 2023/03/26 19:24:16 - mmengine - INFO - Epoch(train) [224][1400/5005] lr: 4.9731e-04 eta: 19:14:18 time: 0.1768 data_time: 0.0085 loss: 1.2367 2023/03/26 19:24:35 - mmengine - INFO - Epoch(train) [224][1500/5005] lr: 4.9731e-04 eta: 19:14:00 time: 0.2012 data_time: 0.0086 loss: 1.2698 2023/03/26 19:24:54 - mmengine - INFO - Epoch(train) [224][1600/5005] lr: 4.9731e-04 eta: 19:13:42 time: 0.1884 data_time: 0.0087 loss: 1.2734 2023/03/26 19:25:12 - mmengine - INFO - Epoch(train) [224][1700/5005] lr: 4.9731e-04 eta: 19:13:24 time: 0.2031 data_time: 0.0085 loss: 1.4922 2023/03/26 19:25:31 - mmengine - INFO - Epoch(train) [224][1800/5005] lr: 4.9731e-04 eta: 19:13:06 time: 0.1771 data_time: 0.0082 loss: 1.1208 2023/03/26 19:25:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:25:49 - mmengine - INFO - Epoch(train) [224][1900/5005] lr: 4.9731e-04 eta: 19:12:47 time: 0.1767 data_time: 0.0087 loss: 1.0246 2023/03/26 19:26:08 - mmengine - INFO - Epoch(train) [224][2000/5005] lr: 4.9731e-04 eta: 19:12:29 time: 0.1765 data_time: 0.0086 loss: 1.1817 2023/03/26 19:26:26 - mmengine - INFO - Epoch(train) [224][2100/5005] lr: 4.9731e-04 eta: 19:12:11 time: 0.1832 data_time: 0.0085 loss: 1.2386 2023/03/26 19:26:45 - mmengine - INFO - Epoch(train) [224][2200/5005] lr: 4.9731e-04 eta: 19:11:53 time: 0.1783 data_time: 0.0092 loss: 1.2500 2023/03/26 19:27:04 - mmengine - INFO - Epoch(train) [224][2300/5005] lr: 4.9731e-04 eta: 19:11:35 time: 0.1778 data_time: 0.0087 loss: 1.3491 2023/03/26 19:27:22 - mmengine - INFO - Epoch(train) [224][2400/5005] lr: 4.9731e-04 eta: 19:11:17 time: 0.1774 data_time: 0.0085 loss: 1.2898 2023/03/26 19:27:41 - mmengine - INFO - Epoch(train) [224][2500/5005] lr: 4.9731e-04 eta: 19:10:59 time: 0.1778 data_time: 0.0083 loss: 1.3434 2023/03/26 19:27:59 - mmengine - INFO - Epoch(train) [224][2600/5005] lr: 4.9731e-04 eta: 19:10:41 time: 0.1770 data_time: 0.0088 loss: 1.1879 2023/03/26 19:28:18 - mmengine - INFO - Epoch(train) [224][2700/5005] lr: 4.9731e-04 eta: 19:10:23 time: 0.1787 data_time: 0.0090 loss: 1.1929 2023/03/26 19:28:37 - mmengine - INFO - Epoch(train) [224][2800/5005] lr: 4.9731e-04 eta: 19:10:05 time: 0.1768 data_time: 0.0087 loss: 1.2130 2023/03/26 19:28:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:28:55 - mmengine - INFO - Epoch(train) [224][2900/5005] lr: 4.9731e-04 eta: 19:09:47 time: 0.1766 data_time: 0.0083 loss: 1.1807 2023/03/26 19:29:14 - mmengine - INFO - Epoch(train) [224][3000/5005] lr: 4.9731e-04 eta: 19:09:29 time: 0.2125 data_time: 0.0084 loss: 1.0216 2023/03/26 19:29:32 - mmengine - INFO - Epoch(train) [224][3100/5005] lr: 4.9731e-04 eta: 19:09:11 time: 0.1771 data_time: 0.0087 loss: 1.0973 2023/03/26 19:29:51 - mmengine - INFO - Epoch(train) [224][3200/5005] lr: 4.9731e-04 eta: 19:08:53 time: 0.1780 data_time: 0.0090 loss: 1.1667 2023/03/26 19:30:09 - mmengine - INFO - Epoch(train) [224][3300/5005] lr: 4.9731e-04 eta: 19:08:35 time: 0.1766 data_time: 0.0084 loss: 1.2440 2023/03/26 19:30:28 - mmengine - INFO - Epoch(train) [224][3400/5005] lr: 4.9731e-04 eta: 19:08:16 time: 0.1770 data_time: 0.0084 loss: 1.1877 2023/03/26 19:30:47 - mmengine - INFO - Epoch(train) [224][3500/5005] lr: 4.9731e-04 eta: 19:07:58 time: 0.1990 data_time: 0.0082 loss: 0.9916 2023/03/26 19:31:05 - mmengine - INFO - Epoch(train) [224][3600/5005] lr: 4.9731e-04 eta: 19:07:40 time: 0.1766 data_time: 0.0084 loss: 1.2560 2023/03/26 19:31:24 - mmengine - INFO - Epoch(train) [224][3700/5005] lr: 4.9731e-04 eta: 19:07:22 time: 0.1770 data_time: 0.0085 loss: 1.1672 2023/03/26 19:31:42 - mmengine - INFO - Epoch(train) [224][3800/5005] lr: 4.9731e-04 eta: 19:07:04 time: 0.1879 data_time: 0.0088 loss: 1.1263 2023/03/26 19:31:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:32:01 - mmengine - INFO - Epoch(train) [224][3900/5005] lr: 4.9731e-04 eta: 19:06:46 time: 0.1772 data_time: 0.0089 loss: 1.1953 2023/03/26 19:32:19 - mmengine - INFO - Epoch(train) [224][4000/5005] lr: 4.9731e-04 eta: 19:06:28 time: 0.1777 data_time: 0.0088 loss: 1.0893 2023/03/26 19:32:38 - mmengine - INFO - Epoch(train) [224][4100/5005] lr: 4.9731e-04 eta: 19:06:10 time: 0.1777 data_time: 0.0085 loss: 1.2617 2023/03/26 19:32:56 - mmengine - INFO - Epoch(train) [224][4200/5005] lr: 4.9731e-04 eta: 19:05:52 time: 0.1769 data_time: 0.0085 loss: 1.0826 2023/03/26 19:33:15 - mmengine - INFO - Epoch(train) [224][4300/5005] lr: 4.9731e-04 eta: 19:05:34 time: 0.2009 data_time: 0.0087 loss: 1.3369 2023/03/26 19:33:34 - mmengine - INFO - Epoch(train) [224][4400/5005] lr: 4.9731e-04 eta: 19:05:16 time: 0.1972 data_time: 0.0084 loss: 1.0644 2023/03/26 19:33:52 - mmengine - INFO - Epoch(train) [224][4500/5005] lr: 4.9731e-04 eta: 19:04:58 time: 0.1774 data_time: 0.0090 loss: 1.2198 2023/03/26 19:34:11 - mmengine - INFO - Epoch(train) [224][4600/5005] lr: 4.9731e-04 eta: 19:04:40 time: 0.1763 data_time: 0.0084 loss: 1.3283 2023/03/26 19:34:30 - mmengine - INFO - Epoch(train) [224][4700/5005] lr: 4.9731e-04 eta: 19:04:22 time: 0.1779 data_time: 0.0085 loss: 1.1207 2023/03/26 19:34:48 - mmengine - INFO - Epoch(train) [224][4800/5005] lr: 4.9731e-04 eta: 19:04:04 time: 0.1779 data_time: 0.0081 loss: 1.3056 2023/03/26 19:35:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:35:07 - mmengine - INFO - Epoch(train) [224][4900/5005] lr: 4.9731e-04 eta: 19:03:46 time: 0.1763 data_time: 0.0085 loss: 1.1253 2023/03/26 19:35:25 - mmengine - INFO - Epoch(train) [224][5000/5005] lr: 4.9731e-04 eta: 19:03:27 time: 0.1772 data_time: 0.0090 loss: 1.1536 2023/03/26 19:35:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:35:26 - mmengine - INFO - Saving checkpoint at 224 epochs 2023/03/26 19:35:35 - mmengine - INFO - Epoch(val) [224][100/196] eta: 0:00:07 time: 0.0638 data_time: 0.0273 2023/03/26 19:36:04 - mmengine - INFO - Epoch(val) [224][196/196] accuracy/top1: 71.3940 accuracy/top5: 90.0300data_time: 0.0696 time: 0.1013 2023/03/26 19:36:24 - mmengine - INFO - Epoch(train) [225][ 100/5005] lr: 4.8736e-04 eta: 19:03:09 time: 0.1772 data_time: 0.0092 loss: 1.2487 2023/03/26 19:36:43 - mmengine - INFO - Epoch(train) [225][ 200/5005] lr: 4.8736e-04 eta: 19:02:51 time: 0.1934 data_time: 0.0087 loss: 1.1696 2023/03/26 19:37:01 - mmengine - INFO - Epoch(train) [225][ 300/5005] lr: 4.8736e-04 eta: 19:02:33 time: 0.1807 data_time: 0.0089 loss: 1.3450 2023/03/26 19:37:20 - mmengine - INFO - Epoch(train) [225][ 400/5005] lr: 4.8736e-04 eta: 19:02:15 time: 0.1775 data_time: 0.0093 loss: 1.2154 2023/03/26 19:37:38 - mmengine - INFO - Epoch(train) [225][ 500/5005] lr: 4.8736e-04 eta: 19:01:57 time: 0.1783 data_time: 0.0092 loss: 1.3379 2023/03/26 19:37:57 - mmengine - INFO - Epoch(train) [225][ 600/5005] lr: 4.8736e-04 eta: 19:01:39 time: 0.1766 data_time: 0.0088 loss: 1.1751 2023/03/26 19:38:15 - mmengine - INFO - Epoch(train) [225][ 700/5005] lr: 4.8736e-04 eta: 19:01:20 time: 0.1766 data_time: 0.0088 loss: 1.2443 2023/03/26 19:38:34 - mmengine - INFO - Epoch(train) [225][ 800/5005] lr: 4.8736e-04 eta: 19:01:02 time: 0.1985 data_time: 0.0089 loss: 1.0953 2023/03/26 19:38:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:38:52 - mmengine - INFO - Epoch(train) [225][ 900/5005] lr: 4.8736e-04 eta: 19:00:44 time: 0.1909 data_time: 0.0090 loss: 1.0027 2023/03/26 19:39:11 - mmengine - INFO - Epoch(train) [225][1000/5005] lr: 4.8736e-04 eta: 19:00:26 time: 0.1773 data_time: 0.0090 loss: 1.1550 2023/03/26 19:39:29 - mmengine - INFO - Epoch(train) [225][1100/5005] lr: 4.8736e-04 eta: 19:00:08 time: 0.1774 data_time: 0.0090 loss: 1.1849 2023/03/26 19:39:48 - mmengine - INFO - Epoch(train) [225][1200/5005] lr: 4.8736e-04 eta: 18:59:50 time: 0.1973 data_time: 0.0088 loss: 1.1830 2023/03/26 19:40:06 - mmengine - INFO - Epoch(train) [225][1300/5005] lr: 4.8736e-04 eta: 18:59:32 time: 0.1768 data_time: 0.0091 loss: 1.2528 2023/03/26 19:40:25 - mmengine - INFO - Epoch(train) [225][1400/5005] lr: 4.8736e-04 eta: 18:59:14 time: 0.1770 data_time: 0.0086 loss: 1.1886 2023/03/26 19:40:43 - mmengine - INFO - Epoch(train) [225][1500/5005] lr: 4.8736e-04 eta: 18:58:56 time: 0.1770 data_time: 0.0089 loss: 1.1924 2023/03/26 19:41:02 - mmengine - INFO - Epoch(train) [225][1600/5005] lr: 4.8736e-04 eta: 18:58:38 time: 0.1769 data_time: 0.0089 loss: 1.3717 2023/03/26 19:41:21 - mmengine - INFO - Epoch(train) [225][1700/5005] lr: 4.8736e-04 eta: 18:58:20 time: 0.1781 data_time: 0.0092 loss: 1.1416 2023/03/26 19:41:39 - mmengine - INFO - Epoch(train) [225][1800/5005] lr: 4.8736e-04 eta: 18:58:02 time: 0.1784 data_time: 0.0091 loss: 1.2048 2023/03/26 19:41:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:41:58 - mmengine - INFO - Epoch(train) [225][1900/5005] lr: 4.8736e-04 eta: 18:57:44 time: 0.1769 data_time: 0.0091 loss: 1.1377 2023/03/26 19:42:17 - mmengine - INFO - Epoch(train) [225][2000/5005] lr: 4.8736e-04 eta: 18:57:26 time: 0.1774 data_time: 0.0089 loss: 1.3891 2023/03/26 19:42:35 - mmengine - INFO - Epoch(train) [225][2100/5005] lr: 4.8736e-04 eta: 18:57:08 time: 0.1765 data_time: 0.0090 loss: 1.0510 2023/03/26 19:42:54 - mmengine - INFO - Epoch(train) [225][2200/5005] lr: 4.8736e-04 eta: 18:56:49 time: 0.1772 data_time: 0.0092 loss: 1.2583 2023/03/26 19:43:12 - mmengine - INFO - Epoch(train) [225][2300/5005] lr: 4.8736e-04 eta: 18:56:31 time: 0.1766 data_time: 0.0086 loss: 1.2057 2023/03/26 19:43:31 - mmengine - INFO - Epoch(train) [225][2400/5005] lr: 4.8736e-04 eta: 18:56:13 time: 0.1768 data_time: 0.0087 loss: 1.2726 2023/03/26 19:43:50 - mmengine - INFO - Epoch(train) [225][2500/5005] lr: 4.8736e-04 eta: 18:55:55 time: 0.1770 data_time: 0.0088 loss: 1.2892 2023/03/26 19:44:08 - mmengine - INFO - Epoch(train) [225][2600/5005] lr: 4.8736e-04 eta: 18:55:37 time: 0.1783 data_time: 0.0091 loss: 1.3272 2023/03/26 19:44:26 - mmengine - INFO - Epoch(train) [225][2700/5005] lr: 4.8736e-04 eta: 18:55:19 time: 0.1791 data_time: 0.0093 loss: 1.0398 2023/03/26 19:44:45 - mmengine - INFO - Epoch(train) [225][2800/5005] lr: 4.8736e-04 eta: 18:55:01 time: 0.1770 data_time: 0.0091 loss: 1.3007 2023/03/26 19:45:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:45:03 - mmengine - INFO - Epoch(train) [225][2900/5005] lr: 4.8736e-04 eta: 18:54:43 time: 0.1774 data_time: 0.0089 loss: 1.0336 2023/03/26 19:45:22 - mmengine - INFO - Epoch(train) [225][3000/5005] lr: 4.8736e-04 eta: 18:54:25 time: 0.1773 data_time: 0.0092 loss: 1.3612 2023/03/26 19:45:41 - mmengine - INFO - Epoch(train) [225][3100/5005] lr: 4.8736e-04 eta: 18:54:07 time: 0.1779 data_time: 0.0093 loss: 0.9939 2023/03/26 19:45:59 - mmengine - INFO - Epoch(train) [225][3200/5005] lr: 4.8736e-04 eta: 18:53:49 time: 0.1781 data_time: 0.0093 loss: 1.1000 2023/03/26 19:46:18 - mmengine - INFO - Epoch(train) [225][3300/5005] lr: 4.8736e-04 eta: 18:53:31 time: 0.1770 data_time: 0.0089 loss: 1.0989 2023/03/26 19:46:36 - mmengine - INFO - Epoch(train) [225][3400/5005] lr: 4.8736e-04 eta: 18:53:13 time: 0.1773 data_time: 0.0089 loss: 1.2102 2023/03/26 19:46:55 - mmengine - INFO - Epoch(train) [225][3500/5005] lr: 4.8736e-04 eta: 18:52:54 time: 0.1773 data_time: 0.0089 loss: 1.1612 2023/03/26 19:47:14 - mmengine - INFO - Epoch(train) [225][3600/5005] lr: 4.8736e-04 eta: 18:52:36 time: 0.2023 data_time: 0.0088 loss: 1.3978 2023/03/26 19:47:32 - mmengine - INFO - Epoch(train) [225][3700/5005] lr: 4.8736e-04 eta: 18:52:18 time: 0.1773 data_time: 0.0092 loss: 1.1450 2023/03/26 19:47:50 - mmengine - INFO - Epoch(train) [225][3800/5005] lr: 4.8736e-04 eta: 18:52:00 time: 0.1788 data_time: 0.0088 loss: 1.4229 2023/03/26 19:48:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:48:09 - mmengine - INFO - Epoch(train) [225][3900/5005] lr: 4.8736e-04 eta: 18:51:42 time: 0.1767 data_time: 0.0090 loss: 1.2859 2023/03/26 19:48:28 - mmengine - INFO - Epoch(train) [225][4000/5005] lr: 4.8736e-04 eta: 18:51:24 time: 0.1779 data_time: 0.0094 loss: 1.1133 2023/03/26 19:48:46 - mmengine - INFO - Epoch(train) [225][4100/5005] lr: 4.8736e-04 eta: 18:51:06 time: 0.1998 data_time: 0.0088 loss: 1.1768 2023/03/26 19:49:05 - mmengine - INFO - Epoch(train) [225][4200/5005] lr: 4.8736e-04 eta: 18:50:48 time: 0.1787 data_time: 0.0094 loss: 1.1995 2023/03/26 19:49:23 - mmengine - INFO - Epoch(train) [225][4300/5005] lr: 4.8736e-04 eta: 18:50:30 time: 0.1772 data_time: 0.0088 loss: 1.1817 2023/03/26 19:49:42 - mmengine - INFO - Epoch(train) [225][4400/5005] lr: 4.8736e-04 eta: 18:50:12 time: 0.1778 data_time: 0.0090 loss: 1.3371 2023/03/26 19:50:01 - mmengine - INFO - Epoch(train) [225][4500/5005] lr: 4.8736e-04 eta: 18:49:54 time: 0.1768 data_time: 0.0085 loss: 1.1155 2023/03/26 19:50:19 - mmengine - INFO - Epoch(train) [225][4600/5005] lr: 4.8736e-04 eta: 18:49:36 time: 0.1781 data_time: 0.0091 loss: 1.2882 2023/03/26 19:50:37 - mmengine - INFO - Epoch(train) [225][4700/5005] lr: 4.8736e-04 eta: 18:49:18 time: 0.1923 data_time: 0.0087 loss: 1.2001 2023/03/26 19:50:56 - mmengine - INFO - Epoch(train) [225][4800/5005] lr: 4.8736e-04 eta: 18:49:00 time: 0.1782 data_time: 0.0088 loss: 1.1019 2023/03/26 19:51:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:51:15 - mmengine - INFO - Epoch(train) [225][4900/5005] lr: 4.8736e-04 eta: 18:48:42 time: 0.1749 data_time: 0.0088 loss: 1.1946 2023/03/26 19:51:33 - mmengine - INFO - Epoch(train) [225][5000/5005] lr: 4.8736e-04 eta: 18:48:24 time: 0.1748 data_time: 0.0086 loss: 1.2475 2023/03/26 19:51:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:51:35 - mmengine - INFO - Saving checkpoint at 225 epochs 2023/03/26 19:51:43 - mmengine - INFO - Epoch(val) [225][100/196] eta: 0:00:07 time: 0.1012 data_time: 0.0272 2023/03/26 19:52:12 - mmengine - INFO - Epoch(val) [225][196/196] accuracy/top1: 71.3380 accuracy/top5: 90.0620data_time: 0.0686 time: 0.0994 2023/03/26 19:52:32 - mmengine - INFO - Epoch(train) [226][ 100/5005] lr: 4.7762e-04 eta: 18:48:05 time: 0.1784 data_time: 0.0093 loss: 1.1372 2023/03/26 19:52:50 - mmengine - INFO - Epoch(train) [226][ 200/5005] lr: 4.7762e-04 eta: 18:47:47 time: 0.1772 data_time: 0.0089 loss: 1.1379 2023/03/26 19:53:09 - mmengine - INFO - Epoch(train) [226][ 300/5005] lr: 4.7762e-04 eta: 18:47:29 time: 0.1778 data_time: 0.0091 loss: 1.0929 2023/03/26 19:53:27 - mmengine - INFO - Epoch(train) [226][ 400/5005] lr: 4.7762e-04 eta: 18:47:11 time: 0.1791 data_time: 0.0090 loss: 1.1675 2023/03/26 19:53:46 - mmengine - INFO - Epoch(train) [226][ 500/5005] lr: 4.7762e-04 eta: 18:46:53 time: 0.1782 data_time: 0.0089 loss: 1.1563 2023/03/26 19:54:04 - mmengine - INFO - Epoch(train) [226][ 600/5005] lr: 4.7762e-04 eta: 18:46:35 time: 0.1781 data_time: 0.0089 loss: 1.2648 2023/03/26 19:54:22 - mmengine - INFO - Epoch(train) [226][ 700/5005] lr: 4.7762e-04 eta: 18:46:16 time: 0.1776 data_time: 0.0091 loss: 1.0729 2023/03/26 19:54:41 - mmengine - INFO - Epoch(train) [226][ 800/5005] lr: 4.7762e-04 eta: 18:45:58 time: 0.1795 data_time: 0.0086 loss: 1.2612 2023/03/26 19:54:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:54:59 - mmengine - INFO - Epoch(train) [226][ 900/5005] lr: 4.7762e-04 eta: 18:45:40 time: 0.1781 data_time: 0.0092 loss: 1.1840 2023/03/26 19:55:19 - mmengine - INFO - Epoch(train) [226][1000/5005] lr: 4.7762e-04 eta: 18:45:22 time: 0.1781 data_time: 0.0091 loss: 1.0445 2023/03/26 19:55:37 - mmengine - INFO - Epoch(train) [226][1100/5005] lr: 4.7762e-04 eta: 18:45:04 time: 0.1783 data_time: 0.0088 loss: 1.2514 2023/03/26 19:55:56 - mmengine - INFO - Epoch(train) [226][1200/5005] lr: 4.7762e-04 eta: 18:44:46 time: 0.1767 data_time: 0.0087 loss: 1.0372 2023/03/26 19:56:14 - mmengine - INFO - Epoch(train) [226][1300/5005] lr: 4.7762e-04 eta: 18:44:28 time: 0.1792 data_time: 0.0088 loss: 1.2360 2023/03/26 19:56:33 - mmengine - INFO - Epoch(train) [226][1400/5005] lr: 4.7762e-04 eta: 18:44:10 time: 0.1787 data_time: 0.0095 loss: 1.1285 2023/03/26 19:56:51 - mmengine - INFO - Epoch(train) [226][1500/5005] lr: 4.7762e-04 eta: 18:43:52 time: 0.1776 data_time: 0.0087 loss: 1.2550 2023/03/26 19:57:10 - mmengine - INFO - Epoch(train) [226][1600/5005] lr: 4.7762e-04 eta: 18:43:34 time: 0.1881 data_time: 0.0091 loss: 1.3974 2023/03/26 19:57:28 - mmengine - INFO - Epoch(train) [226][1700/5005] lr: 4.7762e-04 eta: 18:43:16 time: 0.1785 data_time: 0.0089 loss: 1.0556 2023/03/26 19:57:47 - mmengine - INFO - Epoch(train) [226][1800/5005] lr: 4.7762e-04 eta: 18:42:58 time: 0.1767 data_time: 0.0085 loss: 1.1485 2023/03/26 19:58:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 19:58:06 - mmengine - INFO - Epoch(train) [226][1900/5005] lr: 4.7762e-04 eta: 18:42:40 time: 0.1792 data_time: 0.0088 loss: 1.0974 2023/03/26 19:58:25 - mmengine - INFO - Epoch(train) [226][2000/5005] lr: 4.7762e-04 eta: 18:42:22 time: 0.1777 data_time: 0.0087 loss: 1.1904 2023/03/26 19:58:43 - mmengine - INFO - Epoch(train) [226][2100/5005] lr: 4.7762e-04 eta: 18:42:04 time: 0.1766 data_time: 0.0086 loss: 1.1595 2023/03/26 19:59:02 - mmengine - INFO - Epoch(train) [226][2200/5005] lr: 4.7762e-04 eta: 18:41:46 time: 0.1786 data_time: 0.0091 loss: 1.1827 2023/03/26 19:59:20 - mmengine - INFO - Epoch(train) [226][2300/5005] lr: 4.7762e-04 eta: 18:41:28 time: 0.1766 data_time: 0.0090 loss: 1.2374 2023/03/26 19:59:38 - mmengine - INFO - Epoch(train) [226][2400/5005] lr: 4.7762e-04 eta: 18:41:10 time: 0.1780 data_time: 0.0088 loss: 1.2268 2023/03/26 19:59:57 - mmengine - INFO - Epoch(train) [226][2500/5005] lr: 4.7762e-04 eta: 18:40:52 time: 0.1792 data_time: 0.0090 loss: 1.0159 2023/03/26 20:00:16 - mmengine - INFO - Epoch(train) [226][2600/5005] lr: 4.7762e-04 eta: 18:40:34 time: 0.1783 data_time: 0.0088 loss: 1.2756 2023/03/26 20:00:34 - mmengine - INFO - Epoch(train) [226][2700/5005] lr: 4.7762e-04 eta: 18:40:16 time: 0.1876 data_time: 0.0083 loss: 1.1825 2023/03/26 20:00:53 - mmengine - INFO - Epoch(train) [226][2800/5005] lr: 4.7762e-04 eta: 18:39:58 time: 0.1775 data_time: 0.0091 loss: 1.2031 2023/03/26 20:01:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:01:12 - mmengine - INFO - Epoch(train) [226][2900/5005] lr: 4.7762e-04 eta: 18:39:40 time: 0.1777 data_time: 0.0088 loss: 1.0125 2023/03/26 20:01:30 - mmengine - INFO - Epoch(train) [226][3000/5005] lr: 4.7762e-04 eta: 18:39:21 time: 0.1776 data_time: 0.0088 loss: 1.2020 2023/03/26 20:01:49 - mmengine - INFO - Epoch(train) [226][3100/5005] lr: 4.7762e-04 eta: 18:39:03 time: 0.1775 data_time: 0.0091 loss: 1.1300 2023/03/26 20:02:07 - mmengine - INFO - Epoch(train) [226][3200/5005] lr: 4.7762e-04 eta: 18:38:45 time: 0.1774 data_time: 0.0089 loss: 1.3528 2023/03/26 20:02:26 - mmengine - INFO - Epoch(train) [226][3300/5005] lr: 4.7762e-04 eta: 18:38:27 time: 0.1789 data_time: 0.0088 loss: 1.2059 2023/03/26 20:02:44 - mmengine - INFO - Epoch(train) [226][3400/5005] lr: 4.7762e-04 eta: 18:38:09 time: 0.1770 data_time: 0.0087 loss: 1.4354 2023/03/26 20:03:03 - mmengine - INFO - Epoch(train) [226][3500/5005] lr: 4.7762e-04 eta: 18:37:51 time: 0.1771 data_time: 0.0085 loss: 1.5053 2023/03/26 20:03:22 - mmengine - INFO - Epoch(train) [226][3600/5005] lr: 4.7762e-04 eta: 18:37:33 time: 0.1775 data_time: 0.0088 loss: 1.1867 2023/03/26 20:03:40 - mmengine - INFO - Epoch(train) [226][3700/5005] lr: 4.7762e-04 eta: 18:37:15 time: 0.1770 data_time: 0.0085 loss: 1.0313 2023/03/26 20:03:59 - mmengine - INFO - Epoch(train) [226][3800/5005] lr: 4.7762e-04 eta: 18:36:57 time: 0.1796 data_time: 0.0088 loss: 1.1608 2023/03/26 20:04:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:04:17 - mmengine - INFO - Epoch(train) [226][3900/5005] lr: 4.7762e-04 eta: 18:36:39 time: 0.1788 data_time: 0.0092 loss: 1.0320 2023/03/26 20:04:36 - mmengine - INFO - Epoch(train) [226][4000/5005] lr: 4.7762e-04 eta: 18:36:21 time: 0.1990 data_time: 0.0090 loss: 0.9605 2023/03/26 20:04:54 - mmengine - INFO - Epoch(train) [226][4100/5005] lr: 4.7762e-04 eta: 18:36:03 time: 0.1780 data_time: 0.0089 loss: 1.2625 2023/03/26 20:05:13 - mmengine - INFO - Epoch(train) [226][4200/5005] lr: 4.7762e-04 eta: 18:35:45 time: 0.1776 data_time: 0.0087 loss: 1.1740 2023/03/26 20:05:31 - mmengine - INFO - Epoch(train) [226][4300/5005] lr: 4.7762e-04 eta: 18:35:27 time: 0.1785 data_time: 0.0092 loss: 1.4137 2023/03/26 20:05:50 - mmengine - INFO - Epoch(train) [226][4400/5005] lr: 4.7762e-04 eta: 18:35:09 time: 0.1784 data_time: 0.0090 loss: 1.2448 2023/03/26 20:06:09 - mmengine - INFO - Epoch(train) [226][4500/5005] lr: 4.7762e-04 eta: 18:34:51 time: 0.1778 data_time: 0.0088 loss: 1.1186 2023/03/26 20:06:28 - mmengine - INFO - Epoch(train) [226][4600/5005] lr: 4.7762e-04 eta: 18:34:33 time: 0.1767 data_time: 0.0088 loss: 1.4374 2023/03/26 20:06:46 - mmengine - INFO - Epoch(train) [226][4700/5005] lr: 4.7762e-04 eta: 18:34:15 time: 0.1777 data_time: 0.0090 loss: 1.1435 2023/03/26 20:07:05 - mmengine - INFO - Epoch(train) [226][4800/5005] lr: 4.7762e-04 eta: 18:33:57 time: 0.1789 data_time: 0.0090 loss: 1.1838 2023/03/26 20:07:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:07:23 - mmengine - INFO - Epoch(train) [226][4900/5005] lr: 4.7762e-04 eta: 18:33:39 time: 0.1786 data_time: 0.0089 loss: 1.3493 2023/03/26 20:07:42 - mmengine - INFO - Epoch(train) [226][5000/5005] lr: 4.7762e-04 eta: 18:33:21 time: 0.1750 data_time: 0.0092 loss: 1.0915 2023/03/26 20:07:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:07:43 - mmengine - INFO - Saving checkpoint at 226 epochs 2023/03/26 20:07:52 - mmengine - INFO - Epoch(val) [226][100/196] eta: 0:00:07 time: 0.0586 data_time: 0.0213 2023/03/26 20:08:20 - mmengine - INFO - Epoch(val) [226][196/196] accuracy/top1: 71.2740 accuracy/top5: 90.0980data_time: 0.0680 time: 0.0997 2023/03/26 20:08:40 - mmengine - INFO - Epoch(train) [227][ 100/5005] lr: 4.6806e-04 eta: 18:33:02 time: 0.1778 data_time: 0.0088 loss: 1.4318 2023/03/26 20:08:58 - mmengine - INFO - Epoch(train) [227][ 200/5005] lr: 4.6806e-04 eta: 18:32:44 time: 0.1772 data_time: 0.0089 loss: 1.3076 2023/03/26 20:09:17 - mmengine - INFO - Epoch(train) [227][ 300/5005] lr: 4.6806e-04 eta: 18:32:26 time: 0.1771 data_time: 0.0086 loss: 1.0784 2023/03/26 20:09:36 - mmengine - INFO - Epoch(train) [227][ 400/5005] lr: 4.6806e-04 eta: 18:32:08 time: 0.1773 data_time: 0.0087 loss: 1.2354 2023/03/26 20:09:54 - mmengine - INFO - Epoch(train) [227][ 500/5005] lr: 4.6806e-04 eta: 18:31:50 time: 0.2068 data_time: 0.0087 loss: 1.1782 2023/03/26 20:10:13 - mmengine - INFO - Epoch(train) [227][ 600/5005] lr: 4.6806e-04 eta: 18:31:32 time: 0.1967 data_time: 0.0087 loss: 1.0989 2023/03/26 20:10:31 - mmengine - INFO - Epoch(train) [227][ 700/5005] lr: 4.6806e-04 eta: 18:31:14 time: 0.1793 data_time: 0.0088 loss: 1.1107 2023/03/26 20:10:50 - mmengine - INFO - Epoch(train) [227][ 800/5005] lr: 4.6806e-04 eta: 18:30:55 time: 0.1788 data_time: 0.0087 loss: 1.2598 2023/03/26 20:11:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:11:08 - mmengine - INFO - Epoch(train) [227][ 900/5005] lr: 4.6806e-04 eta: 18:30:37 time: 0.1787 data_time: 0.0088 loss: 1.2364 2023/03/26 20:11:27 - mmengine - INFO - Epoch(train) [227][1000/5005] lr: 4.6806e-04 eta: 18:30:19 time: 0.1783 data_time: 0.0088 loss: 1.2274 2023/03/26 20:11:46 - mmengine - INFO - Epoch(train) [227][1100/5005] lr: 4.6806e-04 eta: 18:30:01 time: 0.2011 data_time: 0.0085 loss: 1.1182 2023/03/26 20:12:04 - mmengine - INFO - Epoch(train) [227][1200/5005] lr: 4.6806e-04 eta: 18:29:43 time: 0.1782 data_time: 0.0089 loss: 1.1860 2023/03/26 20:12:23 - mmengine - INFO - Epoch(train) [227][1300/5005] lr: 4.6806e-04 eta: 18:29:25 time: 0.1799 data_time: 0.0089 loss: 1.1426 2023/03/26 20:12:42 - mmengine - INFO - Epoch(train) [227][1400/5005] lr: 4.6806e-04 eta: 18:29:07 time: 0.1771 data_time: 0.0088 loss: 1.1285 2023/03/26 20:13:00 - mmengine - INFO - Epoch(train) [227][1500/5005] lr: 4.6806e-04 eta: 18:28:49 time: 0.1777 data_time: 0.0087 loss: 1.1984 2023/03/26 20:13:19 - mmengine - INFO - Epoch(train) [227][1600/5005] lr: 4.6806e-04 eta: 18:28:31 time: 0.1796 data_time: 0.0090 loss: 1.1889 2023/03/26 20:13:37 - mmengine - INFO - Epoch(train) [227][1700/5005] lr: 4.6806e-04 eta: 18:28:13 time: 0.1798 data_time: 0.0089 loss: 1.1998 2023/03/26 20:13:56 - mmengine - INFO - Epoch(train) [227][1800/5005] lr: 4.6806e-04 eta: 18:27:55 time: 0.1988 data_time: 0.0087 loss: 1.0722 2023/03/26 20:14:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:14:14 - mmengine - INFO - Epoch(train) [227][1900/5005] lr: 4.6806e-04 eta: 18:27:37 time: 0.1779 data_time: 0.0088 loss: 1.1340 2023/03/26 20:14:33 - mmengine - INFO - Epoch(train) [227][2000/5005] lr: 4.6806e-04 eta: 18:27:19 time: 0.1800 data_time: 0.0091 loss: 1.1911 2023/03/26 20:14:52 - mmengine - INFO - Epoch(train) [227][2100/5005] lr: 4.6806e-04 eta: 18:27:01 time: 0.1775 data_time: 0.0090 loss: 1.2797 2023/03/26 20:15:10 - mmengine - INFO - Epoch(train) [227][2200/5005] lr: 4.6806e-04 eta: 18:26:43 time: 0.1790 data_time: 0.0091 loss: 1.1753 2023/03/26 20:15:29 - mmengine - INFO - Epoch(train) [227][2300/5005] lr: 4.6806e-04 eta: 18:26:25 time: 0.1784 data_time: 0.0091 loss: 1.1350 2023/03/26 20:15:48 - mmengine - INFO - Epoch(train) [227][2400/5005] lr: 4.6806e-04 eta: 18:26:07 time: 0.1776 data_time: 0.0088 loss: 1.0787 2023/03/26 20:16:06 - mmengine - INFO - Epoch(train) [227][2500/5005] lr: 4.6806e-04 eta: 18:25:49 time: 0.1777 data_time: 0.0088 loss: 1.2049 2023/03/26 20:16:25 - mmengine - INFO - Epoch(train) [227][2600/5005] lr: 4.6806e-04 eta: 18:25:31 time: 0.1773 data_time: 0.0086 loss: 1.1701 2023/03/26 20:16:43 - mmengine - INFO - Epoch(train) [227][2700/5005] lr: 4.6806e-04 eta: 18:25:13 time: 0.1782 data_time: 0.0089 loss: 1.2908 2023/03/26 20:17:02 - mmengine - INFO - Epoch(train) [227][2800/5005] lr: 4.6806e-04 eta: 18:24:55 time: 0.2016 data_time: 0.0090 loss: 1.0767 2023/03/26 20:17:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:17:21 - mmengine - INFO - Epoch(train) [227][2900/5005] lr: 4.6806e-04 eta: 18:24:37 time: 0.1783 data_time: 0.0091 loss: 0.9515 2023/03/26 20:17:39 - mmengine - INFO - Epoch(train) [227][3000/5005] lr: 4.6806e-04 eta: 18:24:19 time: 0.1756 data_time: 0.0089 loss: 1.0021 2023/03/26 20:17:58 - mmengine - INFO - Epoch(train) [227][3100/5005] lr: 4.6806e-04 eta: 18:24:01 time: 0.1997 data_time: 0.0089 loss: 1.2425 2023/03/26 20:18:17 - mmengine - INFO - Epoch(train) [227][3200/5005] lr: 4.6806e-04 eta: 18:23:43 time: 0.1782 data_time: 0.0091 loss: 1.2876 2023/03/26 20:18:35 - mmengine - INFO - Epoch(train) [227][3300/5005] lr: 4.6806e-04 eta: 18:23:24 time: 0.1786 data_time: 0.0086 loss: 1.1023 2023/03/26 20:18:54 - mmengine - INFO - Epoch(train) [227][3400/5005] lr: 4.6806e-04 eta: 18:23:06 time: 0.1784 data_time: 0.0091 loss: 1.2135 2023/03/26 20:19:12 - mmengine - INFO - Epoch(train) [227][3500/5005] lr: 4.6806e-04 eta: 18:22:48 time: 0.1777 data_time: 0.0088 loss: 1.1311 2023/03/26 20:19:31 - mmengine - INFO - Epoch(train) [227][3600/5005] lr: 4.6806e-04 eta: 18:22:30 time: 0.1785 data_time: 0.0091 loss: 1.2787 2023/03/26 20:19:49 - mmengine - INFO - Epoch(train) [227][3700/5005] lr: 4.6806e-04 eta: 18:22:12 time: 0.1774 data_time: 0.0088 loss: 1.1476 2023/03/26 20:20:08 - mmengine - INFO - Epoch(train) [227][3800/5005] lr: 4.6806e-04 eta: 18:21:54 time: 0.1782 data_time: 0.0091 loss: 1.1144 2023/03/26 20:20:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:20:27 - mmengine - INFO - Epoch(train) [227][3900/5005] lr: 4.6806e-04 eta: 18:21:36 time: 0.1892 data_time: 0.0091 loss: 1.3156 2023/03/26 20:20:45 - mmengine - INFO - Epoch(train) [227][4000/5005] lr: 4.6806e-04 eta: 18:21:18 time: 0.1789 data_time: 0.0089 loss: 1.1058 2023/03/26 20:21:04 - mmengine - INFO - Epoch(train) [227][4100/5005] lr: 4.6806e-04 eta: 18:21:00 time: 0.1783 data_time: 0.0088 loss: 1.1494 2023/03/26 20:21:23 - mmengine - INFO - Epoch(train) [227][4200/5005] lr: 4.6806e-04 eta: 18:20:42 time: 0.1770 data_time: 0.0085 loss: 1.3803 2023/03/26 20:21:41 - mmengine - INFO - Epoch(train) [227][4300/5005] lr: 4.6806e-04 eta: 18:20:24 time: 0.1897 data_time: 0.0086 loss: 1.1148 2023/03/26 20:22:00 - mmengine - INFO - Epoch(train) [227][4400/5005] lr: 4.6806e-04 eta: 18:20:06 time: 0.1780 data_time: 0.0087 loss: 1.2502 2023/03/26 20:22:18 - mmengine - INFO - Epoch(train) [227][4500/5005] lr: 4.6806e-04 eta: 18:19:48 time: 0.1784 data_time: 0.0089 loss: 1.1732 2023/03/26 20:22:37 - mmengine - INFO - Epoch(train) [227][4600/5005] lr: 4.6806e-04 eta: 18:19:30 time: 0.1791 data_time: 0.0094 loss: 1.1935 2023/03/26 20:22:56 - mmengine - INFO - Epoch(train) [227][4700/5005] lr: 4.6806e-04 eta: 18:19:12 time: 0.1786 data_time: 0.0088 loss: 1.2482 2023/03/26 20:23:14 - mmengine - INFO - Epoch(train) [227][4800/5005] lr: 4.6806e-04 eta: 18:18:54 time: 0.1785 data_time: 0.0089 loss: 1.1318 2023/03/26 20:23:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:23:33 - mmengine - INFO - Epoch(train) [227][4900/5005] lr: 4.6806e-04 eta: 18:18:36 time: 0.2012 data_time: 0.0093 loss: 1.0565 2023/03/26 20:23:52 - mmengine - INFO - Epoch(train) [227][5000/5005] lr: 4.6806e-04 eta: 18:18:18 time: 0.1763 data_time: 0.0090 loss: 1.0876 2023/03/26 20:23:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:23:53 - mmengine - INFO - Saving checkpoint at 227 epochs 2023/03/26 20:24:01 - mmengine - INFO - Epoch(val) [227][100/196] eta: 0:00:07 time: 0.0630 data_time: 0.0267 2023/03/26 20:24:31 - mmengine - INFO - Epoch(val) [227][196/196] accuracy/top1: 71.3200 accuracy/top5: 90.0780data_time: 0.0650 time: 0.0984 2023/03/26 20:24:50 - mmengine - INFO - Epoch(train) [228][ 100/5005] lr: 4.5870e-04 eta: 18:17:59 time: 0.1782 data_time: 0.0088 loss: 1.2825 2023/03/26 20:25:09 - mmengine - INFO - Epoch(train) [228][ 200/5005] lr: 4.5870e-04 eta: 18:17:41 time: 0.1786 data_time: 0.0090 loss: 1.1204 2023/03/26 20:25:27 - mmengine - INFO - Epoch(train) [228][ 300/5005] lr: 4.5870e-04 eta: 18:17:23 time: 0.1771 data_time: 0.0091 loss: 1.1026 2023/03/26 20:25:46 - mmengine - INFO - Epoch(train) [228][ 400/5005] lr: 4.5870e-04 eta: 18:17:05 time: 0.1777 data_time: 0.0092 loss: 1.2705 2023/03/26 20:26:04 - mmengine - INFO - Epoch(train) [228][ 500/5005] lr: 4.5870e-04 eta: 18:16:47 time: 0.1761 data_time: 0.0083 loss: 1.1966 2023/03/26 20:26:23 - mmengine - INFO - Epoch(train) [228][ 600/5005] lr: 4.5870e-04 eta: 18:16:29 time: 0.1785 data_time: 0.0091 loss: 1.2639 2023/03/26 20:26:41 - mmengine - INFO - Epoch(train) [228][ 700/5005] lr: 4.5870e-04 eta: 18:16:11 time: 0.1784 data_time: 0.0092 loss: 1.1466 2023/03/26 20:27:00 - mmengine - INFO - Epoch(train) [228][ 800/5005] lr: 4.5870e-04 eta: 18:15:53 time: 0.1779 data_time: 0.0087 loss: 1.2657 2023/03/26 20:27:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:27:19 - mmengine - INFO - Epoch(train) [228][ 900/5005] lr: 4.5870e-04 eta: 18:15:35 time: 0.1775 data_time: 0.0093 loss: 1.3309 2023/03/26 20:27:38 - mmengine - INFO - Epoch(train) [228][1000/5005] lr: 4.5870e-04 eta: 18:15:17 time: 0.1789 data_time: 0.0094 loss: 1.0328 2023/03/26 20:27:56 - mmengine - INFO - Epoch(train) [228][1100/5005] lr: 4.5870e-04 eta: 18:14:59 time: 0.1772 data_time: 0.0089 loss: 1.0835 2023/03/26 20:28:15 - mmengine - INFO - Epoch(train) [228][1200/5005] lr: 4.5870e-04 eta: 18:14:41 time: 0.1789 data_time: 0.0095 loss: 1.1112 2023/03/26 20:28:33 - mmengine - INFO - Epoch(train) [228][1300/5005] lr: 4.5870e-04 eta: 18:14:23 time: 0.1782 data_time: 0.0094 loss: 1.1591 2023/03/26 20:28:52 - mmengine - INFO - Epoch(train) [228][1400/5005] lr: 4.5870e-04 eta: 18:14:05 time: 0.1782 data_time: 0.0090 loss: 1.1404 2023/03/26 20:29:11 - mmengine - INFO - Epoch(train) [228][1500/5005] lr: 4.5870e-04 eta: 18:13:47 time: 0.1788 data_time: 0.0093 loss: 1.1114 2023/03/26 20:29:29 - mmengine - INFO - Epoch(train) [228][1600/5005] lr: 4.5870e-04 eta: 18:13:28 time: 0.1786 data_time: 0.0091 loss: 1.1802 2023/03/26 20:29:48 - mmengine - INFO - Epoch(train) [228][1700/5005] lr: 4.5870e-04 eta: 18:13:10 time: 0.1786 data_time: 0.0094 loss: 0.8898 2023/03/26 20:30:07 - mmengine - INFO - Epoch(train) [228][1800/5005] lr: 4.5870e-04 eta: 18:12:53 time: 0.2007 data_time: 0.0089 loss: 1.1975 2023/03/26 20:30:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:30:25 - mmengine - INFO - Epoch(train) [228][1900/5005] lr: 4.5870e-04 eta: 18:12:34 time: 0.1786 data_time: 0.0089 loss: 1.1264 2023/03/26 20:30:44 - mmengine - INFO - Epoch(train) [228][2000/5005] lr: 4.5870e-04 eta: 18:12:16 time: 0.1793 data_time: 0.0090 loss: 1.2947 2023/03/26 20:31:02 - mmengine - INFO - Epoch(train) [228][2100/5005] lr: 4.5870e-04 eta: 18:11:58 time: 0.1783 data_time: 0.0093 loss: 1.1500 2023/03/26 20:31:21 - mmengine - INFO - Epoch(train) [228][2200/5005] lr: 4.5870e-04 eta: 18:11:40 time: 0.1782 data_time: 0.0093 loss: 1.3235 2023/03/26 20:31:40 - mmengine - INFO - Epoch(train) [228][2300/5005] lr: 4.5870e-04 eta: 18:11:22 time: 0.1770 data_time: 0.0090 loss: 1.0471 2023/03/26 20:31:58 - mmengine - INFO - Epoch(train) [228][2400/5005] lr: 4.5870e-04 eta: 18:11:04 time: 0.1775 data_time: 0.0092 loss: 1.1473 2023/03/26 20:32:17 - mmengine - INFO - Epoch(train) [228][2500/5005] lr: 4.5870e-04 eta: 18:10:46 time: 0.1767 data_time: 0.0086 loss: 1.3740 2023/03/26 20:32:35 - mmengine - INFO - Epoch(train) [228][2600/5005] lr: 4.5870e-04 eta: 18:10:28 time: 0.1778 data_time: 0.0093 loss: 1.0689 2023/03/26 20:32:54 - mmengine - INFO - Epoch(train) [228][2700/5005] lr: 4.5870e-04 eta: 18:10:10 time: 0.1773 data_time: 0.0091 loss: 1.2497 2023/03/26 20:33:13 - mmengine - INFO - Epoch(train) [228][2800/5005] lr: 4.5870e-04 eta: 18:09:52 time: 0.1775 data_time: 0.0090 loss: 1.2444 2023/03/26 20:33:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:33:31 - mmengine - INFO - Epoch(train) [228][2900/5005] lr: 4.5870e-04 eta: 18:09:34 time: 0.1795 data_time: 0.0098 loss: 1.3203 2023/03/26 20:33:50 - mmengine - INFO - Epoch(train) [228][3000/5005] lr: 4.5870e-04 eta: 18:09:16 time: 0.1797 data_time: 0.0089 loss: 1.0623 2023/03/26 20:34:08 - mmengine - INFO - Epoch(train) [228][3100/5005] lr: 4.5870e-04 eta: 18:08:58 time: 0.1975 data_time: 0.0090 loss: 1.2013 2023/03/26 20:34:27 - mmengine - INFO - Epoch(train) [228][3200/5005] lr: 4.5870e-04 eta: 18:08:40 time: 0.1978 data_time: 0.0093 loss: 1.1615 2023/03/26 20:34:45 - mmengine - INFO - Epoch(train) [228][3300/5005] lr: 4.5870e-04 eta: 18:08:22 time: 0.1783 data_time: 0.0093 loss: 1.3601 2023/03/26 20:35:04 - mmengine - INFO - Epoch(train) [228][3400/5005] lr: 4.5870e-04 eta: 18:08:04 time: 0.1990 data_time: 0.0090 loss: 1.0285 2023/03/26 20:35:22 - mmengine - INFO - Epoch(train) [228][3500/5005] lr: 4.5870e-04 eta: 18:07:46 time: 0.1777 data_time: 0.0093 loss: 1.1718 2023/03/26 20:35:41 - mmengine - INFO - Epoch(train) [228][3600/5005] lr: 4.5870e-04 eta: 18:07:28 time: 0.1773 data_time: 0.0091 loss: 1.0893 2023/03/26 20:36:00 - mmengine - INFO - Epoch(train) [228][3700/5005] lr: 4.5870e-04 eta: 18:07:10 time: 0.1789 data_time: 0.0093 loss: 1.1392 2023/03/26 20:36:18 - mmengine - INFO - Epoch(train) [228][3800/5005] lr: 4.5870e-04 eta: 18:06:52 time: 0.1766 data_time: 0.0085 loss: 1.1959 2023/03/26 20:36:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:36:37 - mmengine - INFO - Epoch(train) [228][3900/5005] lr: 4.5870e-04 eta: 18:06:33 time: 0.1780 data_time: 0.0095 loss: 1.1024 2023/03/26 20:36:56 - mmengine - INFO - Epoch(train) [228][4000/5005] lr: 4.5870e-04 eta: 18:06:15 time: 0.1783 data_time: 0.0091 loss: 1.3275 2023/03/26 20:37:14 - mmengine - INFO - Epoch(train) [228][4100/5005] lr: 4.5870e-04 eta: 18:05:57 time: 0.1791 data_time: 0.0090 loss: 0.9685 2023/03/26 20:37:33 - mmengine - INFO - Epoch(train) [228][4200/5005] lr: 4.5870e-04 eta: 18:05:39 time: 0.1944 data_time: 0.0090 loss: 1.2016 2023/03/26 20:37:51 - mmengine - INFO - Epoch(train) [228][4300/5005] lr: 4.5870e-04 eta: 18:05:21 time: 0.1775 data_time: 0.0094 loss: 1.2305 2023/03/26 20:38:10 - mmengine - INFO - Epoch(train) [228][4400/5005] lr: 4.5870e-04 eta: 18:05:03 time: 0.1784 data_time: 0.0095 loss: 1.2705 2023/03/26 20:38:28 - mmengine - INFO - Epoch(train) [228][4500/5005] lr: 4.5870e-04 eta: 18:04:45 time: 0.1774 data_time: 0.0088 loss: 1.3021 2023/03/26 20:38:47 - mmengine - INFO - Epoch(train) [228][4600/5005] lr: 4.5870e-04 eta: 18:04:27 time: 0.1776 data_time: 0.0092 loss: 1.3075 2023/03/26 20:39:06 - mmengine - INFO - Epoch(train) [228][4700/5005] lr: 4.5870e-04 eta: 18:04:09 time: 0.1773 data_time: 0.0089 loss: 1.0949 2023/03/26 20:39:24 - mmengine - INFO - Epoch(train) [228][4800/5005] lr: 4.5870e-04 eta: 18:03:51 time: 0.1769 data_time: 0.0091 loss: 1.1840 2023/03/26 20:39:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:39:43 - mmengine - INFO - Epoch(train) [228][4900/5005] lr: 4.5870e-04 eta: 18:03:33 time: 0.1783 data_time: 0.0091 loss: 1.2281 2023/03/26 20:40:01 - mmengine - INFO - Epoch(train) [228][5000/5005] lr: 4.5870e-04 eta: 18:03:15 time: 0.1745 data_time: 0.0091 loss: 1.3363 2023/03/26 20:40:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:40:03 - mmengine - INFO - Saving checkpoint at 228 epochs 2023/03/26 20:40:11 - mmengine - INFO - Epoch(val) [228][100/196] eta: 0:00:07 time: 0.0634 data_time: 0.0262 2023/03/26 20:40:40 - mmengine - INFO - Epoch(val) [228][196/196] accuracy/top1: 71.4900 accuracy/top5: 90.0420data_time: 0.0681 time: 0.1010 2023/03/26 20:41:00 - mmengine - INFO - Epoch(train) [229][ 100/5005] lr: 4.4953e-04 eta: 18:02:56 time: 0.1818 data_time: 0.0086 loss: 1.1626 2023/03/26 20:41:18 - mmengine - INFO - Epoch(train) [229][ 200/5005] lr: 4.4953e-04 eta: 18:02:38 time: 0.1770 data_time: 0.0088 loss: 1.3411 2023/03/26 20:41:37 - mmengine - INFO - Epoch(train) [229][ 300/5005] lr: 4.4953e-04 eta: 18:02:20 time: 0.1773 data_time: 0.0085 loss: 1.2654 2023/03/26 20:41:55 - mmengine - INFO - Epoch(train) [229][ 400/5005] lr: 4.4953e-04 eta: 18:02:02 time: 0.1795 data_time: 0.0094 loss: 1.3336 2023/03/26 20:42:14 - mmengine - INFO - Epoch(train) [229][ 500/5005] lr: 4.4953e-04 eta: 18:01:44 time: 0.1820 data_time: 0.0091 loss: 1.1330 2023/03/26 20:42:33 - mmengine - INFO - Epoch(train) [229][ 600/5005] lr: 4.4953e-04 eta: 18:01:26 time: 0.1779 data_time: 0.0090 loss: 1.2120 2023/03/26 20:42:51 - mmengine - INFO - Epoch(train) [229][ 700/5005] lr: 4.4953e-04 eta: 18:01:08 time: 0.1780 data_time: 0.0089 loss: 1.2229 2023/03/26 20:43:10 - mmengine - INFO - Epoch(train) [229][ 800/5005] lr: 4.4953e-04 eta: 18:00:50 time: 0.1979 data_time: 0.0090 loss: 1.2353 2023/03/26 20:43:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:43:28 - mmengine - INFO - Epoch(train) [229][ 900/5005] lr: 4.4953e-04 eta: 18:00:32 time: 0.1787 data_time: 0.0090 loss: 1.0900 2023/03/26 20:43:47 - mmengine - INFO - Epoch(train) [229][1000/5005] lr: 4.4953e-04 eta: 18:00:14 time: 0.1774 data_time: 0.0089 loss: 1.2092 2023/03/26 20:44:05 - mmengine - INFO - Epoch(train) [229][1100/5005] lr: 4.4953e-04 eta: 17:59:56 time: 0.1753 data_time: 0.0091 loss: 1.3609 2023/03/26 20:44:24 - mmengine - INFO - Epoch(train) [229][1200/5005] lr: 4.4953e-04 eta: 17:59:38 time: 0.1793 data_time: 0.0093 loss: 0.9546 2023/03/26 20:44:43 - mmengine - INFO - Epoch(train) [229][1300/5005] lr: 4.4953e-04 eta: 17:59:20 time: 0.1781 data_time: 0.0090 loss: 1.2047 2023/03/26 20:45:01 - mmengine - INFO - Epoch(train) [229][1400/5005] lr: 4.4953e-04 eta: 17:59:02 time: 0.1782 data_time: 0.0087 loss: 1.2144 2023/03/26 20:45:20 - mmengine - INFO - Epoch(train) [229][1500/5005] lr: 4.4953e-04 eta: 17:58:44 time: 0.1788 data_time: 0.0094 loss: 1.5790 2023/03/26 20:45:39 - mmengine - INFO - Epoch(train) [229][1600/5005] lr: 4.4953e-04 eta: 17:58:26 time: 0.2048 data_time: 0.0090 loss: 1.2954 2023/03/26 20:45:57 - mmengine - INFO - Epoch(train) [229][1700/5005] lr: 4.4953e-04 eta: 17:58:08 time: 0.1801 data_time: 0.0090 loss: 1.1056 2023/03/26 20:46:16 - mmengine - INFO - Epoch(train) [229][1800/5005] lr: 4.4953e-04 eta: 17:57:50 time: 0.1780 data_time: 0.0095 loss: 1.1938 2023/03/26 20:46:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:46:34 - mmengine - INFO - Epoch(train) [229][1900/5005] lr: 4.4953e-04 eta: 17:57:32 time: 0.2010 data_time: 0.0089 loss: 1.3696 2023/03/26 20:46:53 - mmengine - INFO - Epoch(train) [229][2000/5005] lr: 4.4953e-04 eta: 17:57:13 time: 0.1786 data_time: 0.0090 loss: 1.1707 2023/03/26 20:47:11 - mmengine - INFO - Epoch(train) [229][2100/5005] lr: 4.4953e-04 eta: 17:56:55 time: 0.2021 data_time: 0.0087 loss: 1.4283 2023/03/26 20:47:30 - mmengine - INFO - Epoch(train) [229][2200/5005] lr: 4.4953e-04 eta: 17:56:37 time: 0.1778 data_time: 0.0086 loss: 1.0151 2023/03/26 20:47:49 - mmengine - INFO - Epoch(train) [229][2300/5005] lr: 4.4953e-04 eta: 17:56:19 time: 0.1779 data_time: 0.0089 loss: 1.2540 2023/03/26 20:48:07 - mmengine - INFO - Epoch(train) [229][2400/5005] lr: 4.4953e-04 eta: 17:56:01 time: 0.1788 data_time: 0.0096 loss: 1.2014 2023/03/26 20:48:26 - mmengine - INFO - Epoch(train) [229][2500/5005] lr: 4.4953e-04 eta: 17:55:43 time: 0.1780 data_time: 0.0092 loss: 1.1673 2023/03/26 20:48:44 - mmengine - INFO - Epoch(train) [229][2600/5005] lr: 4.4953e-04 eta: 17:55:25 time: 0.1770 data_time: 0.0088 loss: 1.2430 2023/03/26 20:49:03 - mmengine - INFO - Epoch(train) [229][2700/5005] lr: 4.4953e-04 eta: 17:55:07 time: 0.1776 data_time: 0.0092 loss: 1.4075 2023/03/26 20:49:21 - mmengine - INFO - Epoch(train) [229][2800/5005] lr: 4.4953e-04 eta: 17:54:49 time: 0.1774 data_time: 0.0091 loss: 1.1437 2023/03/26 20:49:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:49:40 - mmengine - INFO - Epoch(train) [229][2900/5005] lr: 4.4953e-04 eta: 17:54:31 time: 0.1779 data_time: 0.0092 loss: 1.1805 2023/03/26 20:49:59 - mmengine - INFO - Epoch(train) [229][3000/5005] lr: 4.4953e-04 eta: 17:54:13 time: 0.1780 data_time: 0.0088 loss: 1.1810 2023/03/26 20:50:17 - mmengine - INFO - Epoch(train) [229][3100/5005] lr: 4.4953e-04 eta: 17:53:55 time: 0.1789 data_time: 0.0090 loss: 1.1451 2023/03/26 20:50:36 - mmengine - INFO - Epoch(train) [229][3200/5005] lr: 4.4953e-04 eta: 17:53:37 time: 0.1781 data_time: 0.0091 loss: 1.2526 2023/03/26 20:50:55 - mmengine - INFO - Epoch(train) [229][3300/5005] lr: 4.4953e-04 eta: 17:53:19 time: 0.1784 data_time: 0.0091 loss: 1.3098 2023/03/26 20:51:13 - mmengine - INFO - Epoch(train) [229][3400/5005] lr: 4.4953e-04 eta: 17:53:01 time: 0.1792 data_time: 0.0091 loss: 1.1397 2023/03/26 20:51:32 - mmengine - INFO - Epoch(train) [229][3500/5005] lr: 4.4953e-04 eta: 17:52:43 time: 0.1784 data_time: 0.0092 loss: 1.1827 2023/03/26 20:51:50 - mmengine - INFO - Epoch(train) [229][3600/5005] lr: 4.4953e-04 eta: 17:52:25 time: 0.1783 data_time: 0.0087 loss: 1.1654 2023/03/26 20:52:09 - mmengine - INFO - Epoch(train) [229][3700/5005] lr: 4.4953e-04 eta: 17:52:07 time: 0.1785 data_time: 0.0092 loss: 1.2740 2023/03/26 20:52:27 - mmengine - INFO - Epoch(train) [229][3800/5005] lr: 4.4953e-04 eta: 17:51:49 time: 0.1783 data_time: 0.0090 loss: 1.0195 2023/03/26 20:52:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:52:46 - mmengine - INFO - Epoch(train) [229][3900/5005] lr: 4.4953e-04 eta: 17:51:31 time: 0.1774 data_time: 0.0091 loss: 1.0849 2023/03/26 20:53:05 - mmengine - INFO - Epoch(train) [229][4000/5005] lr: 4.4953e-04 eta: 17:51:13 time: 0.1784 data_time: 0.0092 loss: 1.2668 2023/03/26 20:53:24 - mmengine - INFO - Epoch(train) [229][4100/5005] lr: 4.4953e-04 eta: 17:50:55 time: 0.1785 data_time: 0.0089 loss: 1.1830 2023/03/26 20:53:42 - mmengine - INFO - Epoch(train) [229][4200/5005] lr: 4.4953e-04 eta: 17:50:37 time: 0.1792 data_time: 0.0092 loss: 1.2676 2023/03/26 20:54:00 - mmengine - INFO - Epoch(train) [229][4300/5005] lr: 4.4953e-04 eta: 17:50:18 time: 0.1782 data_time: 0.0092 loss: 1.2299 2023/03/26 20:54:19 - mmengine - INFO - Epoch(train) [229][4400/5005] lr: 4.4953e-04 eta: 17:50:00 time: 0.1773 data_time: 0.0089 loss: 1.1397 2023/03/26 20:54:38 - mmengine - INFO - Epoch(train) [229][4500/5005] lr: 4.4953e-04 eta: 17:49:42 time: 0.1961 data_time: 0.0085 loss: 1.1451 2023/03/26 20:54:56 - mmengine - INFO - Epoch(train) [229][4600/5005] lr: 4.4953e-04 eta: 17:49:24 time: 0.1841 data_time: 0.0088 loss: 1.1134 2023/03/26 20:55:15 - mmengine - INFO - Epoch(train) [229][4700/5005] lr: 4.4953e-04 eta: 17:49:06 time: 0.1784 data_time: 0.0090 loss: 1.4447 2023/03/26 20:55:34 - mmengine - INFO - Epoch(train) [229][4800/5005] lr: 4.4953e-04 eta: 17:48:48 time: 0.1784 data_time: 0.0089 loss: 1.3426 2023/03/26 20:55:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:55:52 - mmengine - INFO - Epoch(train) [229][4900/5005] lr: 4.4953e-04 eta: 17:48:30 time: 0.1784 data_time: 0.0093 loss: 1.1933 2023/03/26 20:56:11 - mmengine - INFO - Epoch(train) [229][5000/5005] lr: 4.4953e-04 eta: 17:48:12 time: 0.1754 data_time: 0.0089 loss: 1.1186 2023/03/26 20:56:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:56:12 - mmengine - INFO - Saving checkpoint at 229 epochs 2023/03/26 20:56:21 - mmengine - INFO - Epoch(val) [229][100/196] eta: 0:00:07 time: 0.0665 data_time: 0.0285 2023/03/26 20:56:50 - mmengine - INFO - Epoch(val) [229][196/196] accuracy/top1: 71.2580 accuracy/top5: 90.0520data_time: 0.0700 time: 0.1020 2023/03/26 20:57:09 - mmengine - INFO - Epoch(train) [230][ 100/5005] lr: 4.4054e-04 eta: 17:47:54 time: 0.1785 data_time: 0.0090 loss: 1.2225 2023/03/26 20:57:28 - mmengine - INFO - Epoch(train) [230][ 200/5005] lr: 4.4054e-04 eta: 17:47:35 time: 0.1927 data_time: 0.0086 loss: 1.0437 2023/03/26 20:57:46 - mmengine - INFO - Epoch(train) [230][ 300/5005] lr: 4.4054e-04 eta: 17:47:17 time: 0.1777 data_time: 0.0087 loss: 1.1312 2023/03/26 20:58:05 - mmengine - INFO - Epoch(train) [230][ 400/5005] lr: 4.4054e-04 eta: 17:46:59 time: 0.1768 data_time: 0.0088 loss: 1.1924 2023/03/26 20:58:23 - mmengine - INFO - Epoch(train) [230][ 500/5005] lr: 4.4054e-04 eta: 17:46:41 time: 0.1784 data_time: 0.0090 loss: 1.0640 2023/03/26 20:58:42 - mmengine - INFO - Epoch(train) [230][ 600/5005] lr: 4.4054e-04 eta: 17:46:23 time: 0.1774 data_time: 0.0087 loss: 1.2838 2023/03/26 20:59:00 - mmengine - INFO - Epoch(train) [230][ 700/5005] lr: 4.4054e-04 eta: 17:46:05 time: 0.1770 data_time: 0.0087 loss: 1.2081 2023/03/26 20:59:19 - mmengine - INFO - Epoch(train) [230][ 800/5005] lr: 4.4054e-04 eta: 17:45:47 time: 0.1798 data_time: 0.0089 loss: 1.0412 2023/03/26 20:59:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 20:59:37 - mmengine - INFO - Epoch(train) [230][ 900/5005] lr: 4.4054e-04 eta: 17:45:29 time: 0.1782 data_time: 0.0091 loss: 1.1319 2023/03/26 20:59:56 - mmengine - INFO - Epoch(train) [230][1000/5005] lr: 4.4054e-04 eta: 17:45:11 time: 0.1774 data_time: 0.0087 loss: 1.1667 2023/03/26 21:00:15 - mmengine - INFO - Epoch(train) [230][1100/5005] lr: 4.4054e-04 eta: 17:44:53 time: 0.1779 data_time: 0.0092 loss: 1.1722 2023/03/26 21:00:33 - mmengine - INFO - Epoch(train) [230][1200/5005] lr: 4.4054e-04 eta: 17:44:35 time: 0.1786 data_time: 0.0089 loss: 1.2530 2023/03/26 21:00:52 - mmengine - INFO - Epoch(train) [230][1300/5005] lr: 4.4054e-04 eta: 17:44:17 time: 0.1772 data_time: 0.0085 loss: 1.2757 2023/03/26 21:01:10 - mmengine - INFO - Epoch(train) [230][1400/5005] lr: 4.4054e-04 eta: 17:43:59 time: 0.1787 data_time: 0.0091 loss: 1.2054 2023/03/26 21:01:29 - mmengine - INFO - Epoch(train) [230][1500/5005] lr: 4.4054e-04 eta: 17:43:41 time: 0.1782 data_time: 0.0089 loss: 1.1988 2023/03/26 21:01:47 - mmengine - INFO - Epoch(train) [230][1600/5005] lr: 4.4054e-04 eta: 17:43:23 time: 0.1775 data_time: 0.0088 loss: 1.1871 2023/03/26 21:02:06 - mmengine - INFO - Epoch(train) [230][1700/5005] lr: 4.4054e-04 eta: 17:43:05 time: 0.1791 data_time: 0.0095 loss: 1.2403 2023/03/26 21:02:24 - mmengine - INFO - Epoch(train) [230][1800/5005] lr: 4.4054e-04 eta: 17:42:46 time: 0.1770 data_time: 0.0087 loss: 1.2666 2023/03/26 21:02:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:02:43 - mmengine - INFO - Epoch(train) [230][1900/5005] lr: 4.4054e-04 eta: 17:42:29 time: 0.1779 data_time: 0.0089 loss: 1.1750 2023/03/26 21:03:02 - mmengine - INFO - Epoch(train) [230][2000/5005] lr: 4.4054e-04 eta: 17:42:10 time: 0.1783 data_time: 0.0093 loss: 1.1996 2023/03/26 21:03:20 - mmengine - INFO - Epoch(train) [230][2100/5005] lr: 4.4054e-04 eta: 17:41:52 time: 0.1796 data_time: 0.0086 loss: 1.2039 2023/03/26 21:03:38 - mmengine - INFO - Epoch(train) [230][2200/5005] lr: 4.4054e-04 eta: 17:41:34 time: 0.1767 data_time: 0.0088 loss: 1.1644 2023/03/26 21:03:57 - mmengine - INFO - Epoch(train) [230][2300/5005] lr: 4.4054e-04 eta: 17:41:16 time: 0.1778 data_time: 0.0091 loss: 1.0729 2023/03/26 21:04:16 - mmengine - INFO - Epoch(train) [230][2400/5005] lr: 4.4054e-04 eta: 17:40:58 time: 0.1785 data_time: 0.0093 loss: 1.3643 2023/03/26 21:04:34 - mmengine - INFO - Epoch(train) [230][2500/5005] lr: 4.4054e-04 eta: 17:40:40 time: 0.1769 data_time: 0.0085 loss: 1.0889 2023/03/26 21:04:52 - mmengine - INFO - Epoch(train) [230][2600/5005] lr: 4.4054e-04 eta: 17:40:22 time: 0.1792 data_time: 0.0087 loss: 1.2978 2023/03/26 21:05:11 - mmengine - INFO - Epoch(train) [230][2700/5005] lr: 4.4054e-04 eta: 17:40:04 time: 0.1768 data_time: 0.0089 loss: 1.1714 2023/03/26 21:05:30 - mmengine - INFO - Epoch(train) [230][2800/5005] lr: 4.4054e-04 eta: 17:39:46 time: 0.1769 data_time: 0.0091 loss: 1.3321 2023/03/26 21:05:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:05:48 - mmengine - INFO - Epoch(train) [230][2900/5005] lr: 4.4054e-04 eta: 17:39:28 time: 0.1777 data_time: 0.0089 loss: 1.2028 2023/03/26 21:06:07 - mmengine - INFO - Epoch(train) [230][3000/5005] lr: 4.4054e-04 eta: 17:39:10 time: 0.1786 data_time: 0.0091 loss: 1.2052 2023/03/26 21:06:26 - mmengine - INFO - Epoch(train) [230][3100/5005] lr: 4.4054e-04 eta: 17:38:52 time: 0.1772 data_time: 0.0085 loss: 1.2413 2023/03/26 21:06:44 - mmengine - INFO - Epoch(train) [230][3200/5005] lr: 4.4054e-04 eta: 17:38:34 time: 0.1775 data_time: 0.0089 loss: 1.1089 2023/03/26 21:07:02 - mmengine - INFO - Epoch(train) [230][3300/5005] lr: 4.4054e-04 eta: 17:38:16 time: 0.1783 data_time: 0.0090 loss: 1.2464 2023/03/26 21:07:21 - mmengine - INFO - Epoch(train) [230][3400/5005] lr: 4.4054e-04 eta: 17:37:57 time: 0.1787 data_time: 0.0087 loss: 1.2348 2023/03/26 21:07:39 - mmengine - INFO - Epoch(train) [230][3500/5005] lr: 4.4054e-04 eta: 17:37:39 time: 0.1776 data_time: 0.0087 loss: 1.2175 2023/03/26 21:07:58 - mmengine - INFO - Epoch(train) [230][3600/5005] lr: 4.4054e-04 eta: 17:37:21 time: 0.1781 data_time: 0.0087 loss: 1.1311 2023/03/26 21:08:17 - mmengine - INFO - Epoch(train) [230][3700/5005] lr: 4.4054e-04 eta: 17:37:03 time: 0.2032 data_time: 0.0086 loss: 1.1480 2023/03/26 21:08:35 - mmengine - INFO - Epoch(train) [230][3800/5005] lr: 4.4054e-04 eta: 17:36:45 time: 0.1961 data_time: 0.0087 loss: 1.0728 2023/03/26 21:08:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:08:54 - mmengine - INFO - Epoch(train) [230][3900/5005] lr: 4.4054e-04 eta: 17:36:27 time: 0.1758 data_time: 0.0084 loss: 1.3095 2023/03/26 21:09:12 - mmengine - INFO - Epoch(train) [230][4000/5005] lr: 4.4054e-04 eta: 17:36:09 time: 0.1767 data_time: 0.0087 loss: 1.2312 2023/03/26 21:09:31 - mmengine - INFO - Epoch(train) [230][4100/5005] lr: 4.4054e-04 eta: 17:35:51 time: 0.1766 data_time: 0.0086 loss: 1.2072 2023/03/26 21:09:49 - mmengine - INFO - Epoch(train) [230][4200/5005] lr: 4.4054e-04 eta: 17:35:33 time: 0.1937 data_time: 0.0082 loss: 1.3385 2023/03/26 21:10:08 - mmengine - INFO - Epoch(train) [230][4300/5005] lr: 4.4054e-04 eta: 17:35:15 time: 0.1781 data_time: 0.0088 loss: 1.1916 2023/03/26 21:10:26 - mmengine - INFO - Epoch(train) [230][4400/5005] lr: 4.4054e-04 eta: 17:34:57 time: 0.1775 data_time: 0.0089 loss: 1.3182 2023/03/26 21:10:45 - mmengine - INFO - Epoch(train) [230][4500/5005] lr: 4.4054e-04 eta: 17:34:39 time: 0.1963 data_time: 0.0083 loss: 1.0946 2023/03/26 21:11:04 - mmengine - INFO - Epoch(train) [230][4600/5005] lr: 4.4054e-04 eta: 17:34:21 time: 0.1770 data_time: 0.0085 loss: 1.1808 2023/03/26 21:11:22 - mmengine - INFO - Epoch(train) [230][4700/5005] lr: 4.4054e-04 eta: 17:34:03 time: 0.1776 data_time: 0.0083 loss: 1.0425 2023/03/26 21:11:41 - mmengine - INFO - Epoch(train) [230][4800/5005] lr: 4.4054e-04 eta: 17:33:45 time: 0.1774 data_time: 0.0087 loss: 1.1489 2023/03/26 21:11:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:11:59 - mmengine - INFO - Epoch(train) [230][4900/5005] lr: 4.4054e-04 eta: 17:33:27 time: 0.1780 data_time: 0.0089 loss: 1.2098 2023/03/26 21:12:18 - mmengine - INFO - Epoch(train) [230][5000/5005] lr: 4.4054e-04 eta: 17:33:09 time: 0.1756 data_time: 0.0088 loss: 1.2820 2023/03/26 21:12:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:12:19 - mmengine - INFO - Saving checkpoint at 230 epochs 2023/03/26 21:12:27 - mmengine - INFO - Epoch(val) [230][100/196] eta: 0:00:07 time: 0.0378 data_time: 0.0008 2023/03/26 21:12:57 - mmengine - INFO - Epoch(val) [230][196/196] accuracy/top1: 71.3800 accuracy/top5: 90.1540data_time: 0.0690 time: 0.1014 2023/03/26 21:13:16 - mmengine - INFO - Epoch(train) [231][ 100/5005] lr: 4.3173e-04 eta: 17:32:50 time: 0.1758 data_time: 0.0081 loss: 1.0110 2023/03/26 21:13:35 - mmengine - INFO - Epoch(train) [231][ 200/5005] lr: 4.3173e-04 eta: 17:32:32 time: 0.1772 data_time: 0.0086 loss: 1.1681 2023/03/26 21:13:53 - mmengine - INFO - Epoch(train) [231][ 300/5005] lr: 4.3173e-04 eta: 17:32:14 time: 0.1759 data_time: 0.0086 loss: 1.2017 2023/03/26 21:14:12 - mmengine - INFO - Epoch(train) [231][ 400/5005] lr: 4.3173e-04 eta: 17:31:56 time: 0.1763 data_time: 0.0088 loss: 1.0712 2023/03/26 21:14:30 - mmengine - INFO - Epoch(train) [231][ 500/5005] lr: 4.3173e-04 eta: 17:31:38 time: 0.1781 data_time: 0.0087 loss: 1.2994 2023/03/26 21:14:49 - mmengine - INFO - Epoch(train) [231][ 600/5005] lr: 4.3173e-04 eta: 17:31:20 time: 0.1770 data_time: 0.0088 loss: 1.0154 2023/03/26 21:15:07 - mmengine - INFO - Epoch(train) [231][ 700/5005] lr: 4.3173e-04 eta: 17:31:01 time: 0.1763 data_time: 0.0085 loss: 0.9351 2023/03/26 21:15:26 - mmengine - INFO - Epoch(train) [231][ 800/5005] lr: 4.3173e-04 eta: 17:30:43 time: 0.1769 data_time: 0.0084 loss: 1.1724 2023/03/26 21:15:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:15:44 - mmengine - INFO - Epoch(train) [231][ 900/5005] lr: 4.3173e-04 eta: 17:30:25 time: 0.1771 data_time: 0.0087 loss: 1.1992 2023/03/26 21:16:03 - mmengine - INFO - Epoch(train) [231][1000/5005] lr: 4.3173e-04 eta: 17:30:07 time: 0.1770 data_time: 0.0086 loss: 1.1380 2023/03/26 21:16:21 - mmengine - INFO - Epoch(train) [231][1100/5005] lr: 4.3173e-04 eta: 17:29:49 time: 0.1774 data_time: 0.0086 loss: 1.1571 2023/03/26 21:16:40 - mmengine - INFO - Epoch(train) [231][1200/5005] lr: 4.3173e-04 eta: 17:29:31 time: 0.1773 data_time: 0.0092 loss: 1.0665 2023/03/26 21:16:58 - mmengine - INFO - Epoch(train) [231][1300/5005] lr: 4.3173e-04 eta: 17:29:13 time: 0.1770 data_time: 0.0085 loss: 1.0928 2023/03/26 21:17:17 - mmengine - INFO - Epoch(train) [231][1400/5005] lr: 4.3173e-04 eta: 17:28:55 time: 0.1774 data_time: 0.0085 loss: 1.2013 2023/03/26 21:17:36 - mmengine - INFO - Epoch(train) [231][1500/5005] lr: 4.3173e-04 eta: 17:28:37 time: 0.1774 data_time: 0.0091 loss: 1.3429 2023/03/26 21:17:54 - mmengine - INFO - Epoch(train) [231][1600/5005] lr: 4.3173e-04 eta: 17:28:19 time: 0.1767 data_time: 0.0082 loss: 1.2055 2023/03/26 21:18:13 - mmengine - INFO - Epoch(train) [231][1700/5005] lr: 4.3173e-04 eta: 17:28:01 time: 0.1769 data_time: 0.0081 loss: 1.2437 2023/03/26 21:18:31 - mmengine - INFO - Epoch(train) [231][1800/5005] lr: 4.3173e-04 eta: 17:27:43 time: 0.1793 data_time: 0.0084 loss: 1.1278 2023/03/26 21:18:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:18:50 - mmengine - INFO - Epoch(train) [231][1900/5005] lr: 4.3173e-04 eta: 17:27:25 time: 0.1774 data_time: 0.0087 loss: 1.1716 2023/03/26 21:19:08 - mmengine - INFO - Epoch(train) [231][2000/5005] lr: 4.3173e-04 eta: 17:27:07 time: 0.1771 data_time: 0.0088 loss: 1.0714 2023/03/26 21:19:27 - mmengine - INFO - Epoch(train) [231][2100/5005] lr: 4.3173e-04 eta: 17:26:49 time: 0.1769 data_time: 0.0087 loss: 1.0325 2023/03/26 21:19:45 - mmengine - INFO - Epoch(train) [231][2200/5005] lr: 4.3173e-04 eta: 17:26:30 time: 0.1770 data_time: 0.0087 loss: 1.1287 2023/03/26 21:20:04 - mmengine - INFO - Epoch(train) [231][2300/5005] lr: 4.3173e-04 eta: 17:26:12 time: 0.1759 data_time: 0.0084 loss: 1.1172 2023/03/26 21:20:22 - mmengine - INFO - Epoch(train) [231][2400/5005] lr: 4.3173e-04 eta: 17:25:54 time: 0.1771 data_time: 0.0087 loss: 1.0742 2023/03/26 21:20:41 - mmengine - INFO - Epoch(train) [231][2500/5005] lr: 4.3173e-04 eta: 17:25:36 time: 0.1768 data_time: 0.0087 loss: 1.3940 2023/03/26 21:21:00 - mmengine - INFO - Epoch(train) [231][2600/5005] lr: 4.3173e-04 eta: 17:25:18 time: 0.1781 data_time: 0.0086 loss: 1.3368 2023/03/26 21:21:18 - mmengine - INFO - Epoch(train) [231][2700/5005] lr: 4.3173e-04 eta: 17:25:00 time: 0.1803 data_time: 0.0084 loss: 1.2725 2023/03/26 21:21:37 - mmengine - INFO - Epoch(train) [231][2800/5005] lr: 4.3173e-04 eta: 17:24:42 time: 0.1788 data_time: 0.0085 loss: 1.3011 2023/03/26 21:21:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:21:55 - mmengine - INFO - Epoch(train) [231][2900/5005] lr: 4.3173e-04 eta: 17:24:24 time: 0.1765 data_time: 0.0087 loss: 1.0405 2023/03/26 21:22:14 - mmengine - INFO - Epoch(train) [231][3000/5005] lr: 4.3173e-04 eta: 17:24:06 time: 0.1760 data_time: 0.0085 loss: 1.2032 2023/03/26 21:22:32 - mmengine - INFO - Epoch(train) [231][3100/5005] lr: 4.3173e-04 eta: 17:23:48 time: 0.1781 data_time: 0.0086 loss: 1.0843 2023/03/26 21:22:51 - mmengine - INFO - Epoch(train) [231][3200/5005] lr: 4.3173e-04 eta: 17:23:30 time: 0.1788 data_time: 0.0089 loss: 1.0313 2023/03/26 21:23:09 - mmengine - INFO - Epoch(train) [231][3300/5005] lr: 4.3173e-04 eta: 17:23:12 time: 0.1775 data_time: 0.0089 loss: 0.9046 2023/03/26 21:23:28 - mmengine - INFO - Epoch(train) [231][3400/5005] lr: 4.3173e-04 eta: 17:22:54 time: 0.1780 data_time: 0.0087 loss: 1.2147 2023/03/26 21:23:47 - mmengine - INFO - Epoch(train) [231][3500/5005] lr: 4.3173e-04 eta: 17:22:36 time: 0.1778 data_time: 0.0087 loss: 1.0698 2023/03/26 21:24:05 - mmengine - INFO - Epoch(train) [231][3600/5005] lr: 4.3173e-04 eta: 17:22:18 time: 0.2010 data_time: 0.0085 loss: 1.1668 2023/03/26 21:24:24 - mmengine - INFO - Epoch(train) [231][3700/5005] lr: 4.3173e-04 eta: 17:22:00 time: 0.1781 data_time: 0.0086 loss: 1.3738 2023/03/26 21:24:42 - mmengine - INFO - Epoch(train) [231][3800/5005] lr: 4.3173e-04 eta: 17:21:42 time: 0.1767 data_time: 0.0088 loss: 1.2148 2023/03/26 21:24:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:25:01 - mmengine - INFO - Epoch(train) [231][3900/5005] lr: 4.3173e-04 eta: 17:21:24 time: 0.1770 data_time: 0.0085 loss: 1.0984 2023/03/26 21:25:19 - mmengine - INFO - Epoch(train) [231][4000/5005] lr: 4.3173e-04 eta: 17:21:05 time: 0.2003 data_time: 0.0088 loss: 1.1174 2023/03/26 21:25:38 - mmengine - INFO - Epoch(train) [231][4100/5005] lr: 4.3173e-04 eta: 17:20:47 time: 0.2035 data_time: 0.0086 loss: 1.3253 2023/03/26 21:25:57 - mmengine - INFO - Epoch(train) [231][4200/5005] lr: 4.3173e-04 eta: 17:20:29 time: 0.1761 data_time: 0.0084 loss: 1.1402 2023/03/26 21:26:15 - mmengine - INFO - Epoch(train) [231][4300/5005] lr: 4.3173e-04 eta: 17:20:11 time: 0.1771 data_time: 0.0081 loss: 0.9579 2023/03/26 21:26:34 - mmengine - INFO - Epoch(train) [231][4400/5005] lr: 4.3173e-04 eta: 17:19:53 time: 0.1778 data_time: 0.0087 loss: 1.2956 2023/03/26 21:26:52 - mmengine - INFO - Epoch(train) [231][4500/5005] lr: 4.3173e-04 eta: 17:19:35 time: 0.1771 data_time: 0.0086 loss: 1.2920 2023/03/26 21:27:11 - mmengine - INFO - Epoch(train) [231][4600/5005] lr: 4.3173e-04 eta: 17:19:17 time: 0.1781 data_time: 0.0087 loss: 1.4317 2023/03/26 21:27:29 - mmengine - INFO - Epoch(train) [231][4700/5005] lr: 4.3173e-04 eta: 17:18:59 time: 0.1769 data_time: 0.0082 loss: 1.0914 2023/03/26 21:27:48 - mmengine - INFO - Epoch(train) [231][4800/5005] lr: 4.3173e-04 eta: 17:18:41 time: 0.1774 data_time: 0.0084 loss: 1.1653 2023/03/26 21:27:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:28:06 - mmengine - INFO - Epoch(train) [231][4900/5005] lr: 4.3173e-04 eta: 17:18:23 time: 0.1782 data_time: 0.0089 loss: 1.0961 2023/03/26 21:28:25 - mmengine - INFO - Epoch(train) [231][5000/5005] lr: 4.3173e-04 eta: 17:18:05 time: 0.1751 data_time: 0.0089 loss: 1.1827 2023/03/26 21:28:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:28:26 - mmengine - INFO - Saving checkpoint at 231 epochs 2023/03/26 21:28:34 - mmengine - INFO - Epoch(val) [231][100/196] eta: 0:00:07 time: 0.0663 data_time: 0.0286 2023/03/26 21:29:03 - mmengine - INFO - Epoch(val) [231][196/196] accuracy/top1: 71.4440 accuracy/top5: 90.1260data_time: 0.0669 time: 0.1010 2023/03/26 21:29:23 - mmengine - INFO - Epoch(train) [232][ 100/5005] lr: 4.2309e-04 eta: 17:17:46 time: 0.1766 data_time: 0.0089 loss: 1.1985 2023/03/26 21:29:42 - mmengine - INFO - Epoch(train) [232][ 200/5005] lr: 4.2309e-04 eta: 17:17:28 time: 0.1775 data_time: 0.0087 loss: 1.0949 2023/03/26 21:30:00 - mmengine - INFO - Epoch(train) [232][ 300/5005] lr: 4.2309e-04 eta: 17:17:10 time: 0.1778 data_time: 0.0088 loss: 1.2708 2023/03/26 21:30:19 - mmengine - INFO - Epoch(train) [232][ 400/5005] lr: 4.2309e-04 eta: 17:16:52 time: 0.1792 data_time: 0.0085 loss: 1.1629 2023/03/26 21:30:37 - mmengine - INFO - Epoch(train) [232][ 500/5005] lr: 4.2309e-04 eta: 17:16:34 time: 0.1790 data_time: 0.0090 loss: 1.1295 2023/03/26 21:30:56 - mmengine - INFO - Epoch(train) [232][ 600/5005] lr: 4.2309e-04 eta: 17:16:16 time: 0.1782 data_time: 0.0089 loss: 1.2095 2023/03/26 21:31:14 - mmengine - INFO - Epoch(train) [232][ 700/5005] lr: 4.2309e-04 eta: 17:15:58 time: 0.1922 data_time: 0.0086 loss: 1.2743 2023/03/26 21:31:33 - mmengine - INFO - Epoch(train) [232][ 800/5005] lr: 4.2309e-04 eta: 17:15:40 time: 0.1785 data_time: 0.0086 loss: 1.3151 2023/03/26 21:31:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:31:52 - mmengine - INFO - Epoch(train) [232][ 900/5005] lr: 4.2309e-04 eta: 17:15:22 time: 0.1776 data_time: 0.0088 loss: 1.2565 2023/03/26 21:32:10 - mmengine - INFO - Epoch(train) [232][1000/5005] lr: 4.2309e-04 eta: 17:15:04 time: 0.1782 data_time: 0.0087 loss: 1.1349 2023/03/26 21:32:29 - mmengine - INFO - Epoch(train) [232][1100/5005] lr: 4.2309e-04 eta: 17:14:46 time: 0.1776 data_time: 0.0085 loss: 1.0511 2023/03/26 21:32:47 - mmengine - INFO - Epoch(train) [232][1200/5005] lr: 4.2309e-04 eta: 17:14:28 time: 0.1784 data_time: 0.0088 loss: 1.1451 2023/03/26 21:33:06 - mmengine - INFO - Epoch(train) [232][1300/5005] lr: 4.2309e-04 eta: 17:14:10 time: 0.1780 data_time: 0.0087 loss: 1.1503 2023/03/26 21:33:25 - mmengine - INFO - Epoch(train) [232][1400/5005] lr: 4.2309e-04 eta: 17:13:52 time: 0.1784 data_time: 0.0086 loss: 1.1043 2023/03/26 21:33:44 - mmengine - INFO - Epoch(train) [232][1500/5005] lr: 4.2309e-04 eta: 17:13:34 time: 0.1789 data_time: 0.0088 loss: 1.3148 2023/03/26 21:34:02 - mmengine - INFO - Epoch(train) [232][1600/5005] lr: 4.2309e-04 eta: 17:13:16 time: 0.1783 data_time: 0.0087 loss: 1.0933 2023/03/26 21:34:21 - mmengine - INFO - Epoch(train) [232][1700/5005] lr: 4.2309e-04 eta: 17:12:58 time: 0.1783 data_time: 0.0085 loss: 1.1587 2023/03/26 21:34:39 - mmengine - INFO - Epoch(train) [232][1800/5005] lr: 4.2309e-04 eta: 17:12:39 time: 0.1778 data_time: 0.0083 loss: 1.4857 2023/03/26 21:34:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:34:58 - mmengine - INFO - Epoch(train) [232][1900/5005] lr: 4.2309e-04 eta: 17:12:21 time: 0.2052 data_time: 0.0090 loss: 1.4380 2023/03/26 21:35:16 - mmengine - INFO - Epoch(train) [232][2000/5005] lr: 4.2309e-04 eta: 17:12:03 time: 0.1786 data_time: 0.0090 loss: 1.1626 2023/03/26 21:35:35 - mmengine - INFO - Epoch(train) [232][2100/5005] lr: 4.2309e-04 eta: 17:11:45 time: 0.1787 data_time: 0.0087 loss: 1.2476 2023/03/26 21:35:54 - mmengine - INFO - Epoch(train) [232][2200/5005] lr: 4.2309e-04 eta: 17:11:27 time: 0.1780 data_time: 0.0084 loss: 1.0876 2023/03/26 21:36:13 - mmengine - INFO - Epoch(train) [232][2300/5005] lr: 4.2309e-04 eta: 17:11:09 time: 0.1781 data_time: 0.0084 loss: 1.3048 2023/03/26 21:36:31 - mmengine - INFO - Epoch(train) [232][2400/5005] lr: 4.2309e-04 eta: 17:10:51 time: 0.1784 data_time: 0.0088 loss: 1.0737 2023/03/26 21:36:50 - mmengine - INFO - Epoch(train) [232][2500/5005] lr: 4.2309e-04 eta: 17:10:33 time: 0.1780 data_time: 0.0085 loss: 1.1886 2023/03/26 21:37:08 - mmengine - INFO - Epoch(train) [232][2600/5005] lr: 4.2309e-04 eta: 17:10:15 time: 0.1779 data_time: 0.0087 loss: 1.2154 2023/03/26 21:37:27 - mmengine - INFO - Epoch(train) [232][2700/5005] lr: 4.2309e-04 eta: 17:09:57 time: 0.1788 data_time: 0.0085 loss: 1.1734 2023/03/26 21:37:45 - mmengine - INFO - Epoch(train) [232][2800/5005] lr: 4.2309e-04 eta: 17:09:39 time: 0.1782 data_time: 0.0083 loss: 1.1214 2023/03/26 21:37:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:38:04 - mmengine - INFO - Epoch(train) [232][2900/5005] lr: 4.2309e-04 eta: 17:09:21 time: 0.1791 data_time: 0.0091 loss: 1.2005 2023/03/26 21:38:23 - mmengine - INFO - Epoch(train) [232][3000/5005] lr: 4.2309e-04 eta: 17:09:03 time: 0.1780 data_time: 0.0087 loss: 1.3355 2023/03/26 21:38:42 - mmengine - INFO - Epoch(train) [232][3100/5005] lr: 4.2309e-04 eta: 17:08:45 time: 0.1789 data_time: 0.0090 loss: 1.2040 2023/03/26 21:39:00 - mmengine - INFO - Epoch(train) [232][3200/5005] lr: 4.2309e-04 eta: 17:08:27 time: 0.1781 data_time: 0.0087 loss: 1.2235 2023/03/26 21:39:19 - mmengine - INFO - Epoch(train) [232][3300/5005] lr: 4.2309e-04 eta: 17:08:09 time: 0.1786 data_time: 0.0087 loss: 0.9681 2023/03/26 21:39:37 - mmengine - INFO - Epoch(train) [232][3400/5005] lr: 4.2309e-04 eta: 17:07:51 time: 0.1784 data_time: 0.0087 loss: 1.3140 2023/03/26 21:39:56 - mmengine - INFO - Epoch(train) [232][3500/5005] lr: 4.2309e-04 eta: 17:07:33 time: 0.1779 data_time: 0.0087 loss: 1.1859 2023/03/26 21:40:14 - mmengine - INFO - Epoch(train) [232][3600/5005] lr: 4.2309e-04 eta: 17:07:15 time: 0.1789 data_time: 0.0089 loss: 1.2810 2023/03/26 21:40:33 - mmengine - INFO - Epoch(train) [232][3700/5005] lr: 4.2309e-04 eta: 17:06:57 time: 0.1985 data_time: 0.0086 loss: 1.0384 2023/03/26 21:40:52 - mmengine - INFO - Epoch(train) [232][3800/5005] lr: 4.2309e-04 eta: 17:06:39 time: 0.1787 data_time: 0.0089 loss: 1.1188 2023/03/26 21:41:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:41:10 - mmengine - INFO - Epoch(train) [232][3900/5005] lr: 4.2309e-04 eta: 17:06:21 time: 0.1776 data_time: 0.0084 loss: 1.2876 2023/03/26 21:41:29 - mmengine - INFO - Epoch(train) [232][4000/5005] lr: 4.2309e-04 eta: 17:06:03 time: 0.1781 data_time: 0.0086 loss: 1.2372 2023/03/26 21:41:48 - mmengine - INFO - Epoch(train) [232][4100/5005] lr: 4.2309e-04 eta: 17:05:45 time: 0.1802 data_time: 0.0086 loss: 1.0935 2023/03/26 21:42:06 - mmengine - INFO - Epoch(train) [232][4200/5005] lr: 4.2309e-04 eta: 17:05:27 time: 0.1779 data_time: 0.0085 loss: 1.2604 2023/03/26 21:42:25 - mmengine - INFO - Epoch(train) [232][4300/5005] lr: 4.2309e-04 eta: 17:05:09 time: 0.1794 data_time: 0.0088 loss: 1.1746 2023/03/26 21:42:43 - mmengine - INFO - Epoch(train) [232][4400/5005] lr: 4.2309e-04 eta: 17:04:51 time: 0.1771 data_time: 0.0088 loss: 1.0348 2023/03/26 21:43:02 - mmengine - INFO - Epoch(train) [232][4500/5005] lr: 4.2309e-04 eta: 17:04:32 time: 0.1770 data_time: 0.0084 loss: 1.2703 2023/03/26 21:43:21 - mmengine - INFO - Epoch(train) [232][4600/5005] lr: 4.2309e-04 eta: 17:04:14 time: 0.1787 data_time: 0.0090 loss: 1.0586 2023/03/26 21:43:39 - mmengine - INFO - Epoch(train) [232][4700/5005] lr: 4.2309e-04 eta: 17:03:56 time: 0.1788 data_time: 0.0088 loss: 1.4297 2023/03/26 21:43:58 - mmengine - INFO - Epoch(train) [232][4800/5005] lr: 4.2309e-04 eta: 17:03:38 time: 0.1783 data_time: 0.0087 loss: 1.2898 2023/03/26 21:44:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:44:17 - mmengine - INFO - Epoch(train) [232][4900/5005] lr: 4.2309e-04 eta: 17:03:20 time: 0.1782 data_time: 0.0084 loss: 1.0696 2023/03/26 21:44:35 - mmengine - INFO - Epoch(train) [232][5000/5005] lr: 4.2309e-04 eta: 17:03:02 time: 0.1748 data_time: 0.0090 loss: 1.3065 2023/03/26 21:44:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:44:36 - mmengine - INFO - Saving checkpoint at 232 epochs 2023/03/26 21:44:45 - mmengine - INFO - Epoch(val) [232][100/196] eta: 0:00:07 time: 0.0648 data_time: 0.0274 2023/03/26 21:45:13 - mmengine - INFO - Epoch(val) [232][196/196] accuracy/top1: 71.4040 accuracy/top5: 90.0940data_time: 0.0563 time: 0.0888 2023/03/26 21:45:33 - mmengine - INFO - Epoch(train) [233][ 100/5005] lr: 4.1463e-04 eta: 17:02:44 time: 0.1778 data_time: 0.0087 loss: 1.1264 2023/03/26 21:45:52 - mmengine - INFO - Epoch(train) [233][ 200/5005] lr: 4.1463e-04 eta: 17:02:26 time: 0.1794 data_time: 0.0087 loss: 1.3442 2023/03/26 21:46:10 - mmengine - INFO - Epoch(train) [233][ 300/5005] lr: 4.1463e-04 eta: 17:02:08 time: 0.1775 data_time: 0.0087 loss: 1.2084 2023/03/26 21:46:29 - mmengine - INFO - Epoch(train) [233][ 400/5005] lr: 4.1463e-04 eta: 17:01:50 time: 0.1777 data_time: 0.0088 loss: 0.9474 2023/03/26 21:46:47 - mmengine - INFO - Epoch(train) [233][ 500/5005] lr: 4.1463e-04 eta: 17:01:31 time: 0.1789 data_time: 0.0086 loss: 1.1731 2023/03/26 21:47:06 - mmengine - INFO - Epoch(train) [233][ 600/5005] lr: 4.1463e-04 eta: 17:01:13 time: 0.1794 data_time: 0.0086 loss: 1.1825 2023/03/26 21:47:25 - mmengine - INFO - Epoch(train) [233][ 700/5005] lr: 4.1463e-04 eta: 17:00:55 time: 0.1787 data_time: 0.0088 loss: 0.9352 2023/03/26 21:47:43 - mmengine - INFO - Epoch(train) [233][ 800/5005] lr: 4.1463e-04 eta: 17:00:37 time: 0.1788 data_time: 0.0090 loss: 1.0220 2023/03/26 21:47:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:48:02 - mmengine - INFO - Epoch(train) [233][ 900/5005] lr: 4.1463e-04 eta: 17:00:19 time: 0.2013 data_time: 0.0087 loss: 1.0464 2023/03/26 21:48:21 - mmengine - INFO - Epoch(train) [233][1000/5005] lr: 4.1463e-04 eta: 17:00:01 time: 0.1778 data_time: 0.0086 loss: 1.2619 2023/03/26 21:48:40 - mmengine - INFO - Epoch(train) [233][1100/5005] lr: 4.1463e-04 eta: 16:59:43 time: 0.1945 data_time: 0.0086 loss: 1.1516 2023/03/26 21:48:58 - mmengine - INFO - Epoch(train) [233][1200/5005] lr: 4.1463e-04 eta: 16:59:25 time: 0.1800 data_time: 0.0094 loss: 1.1009 2023/03/26 21:49:17 - mmengine - INFO - Epoch(train) [233][1300/5005] lr: 4.1463e-04 eta: 16:59:07 time: 0.1792 data_time: 0.0088 loss: 1.2114 2023/03/26 21:49:35 - mmengine - INFO - Epoch(train) [233][1400/5005] lr: 4.1463e-04 eta: 16:58:49 time: 0.1784 data_time: 0.0090 loss: 1.1964 2023/03/26 21:49:54 - mmengine - INFO - Epoch(train) [233][1500/5005] lr: 4.1463e-04 eta: 16:58:31 time: 0.1789 data_time: 0.0089 loss: 1.0687 2023/03/26 21:50:13 - mmengine - INFO - Epoch(train) [233][1600/5005] lr: 4.1463e-04 eta: 16:58:13 time: 0.1796 data_time: 0.0088 loss: 1.3176 2023/03/26 21:50:32 - mmengine - INFO - Epoch(train) [233][1700/5005] lr: 4.1463e-04 eta: 16:57:55 time: 0.1789 data_time: 0.0090 loss: 1.1417 2023/03/26 21:50:50 - mmengine - INFO - Epoch(train) [233][1800/5005] lr: 4.1463e-04 eta: 16:57:37 time: 0.1822 data_time: 0.0093 loss: 1.2381 2023/03/26 21:50:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:51:09 - mmengine - INFO - Epoch(train) [233][1900/5005] lr: 4.1463e-04 eta: 16:57:19 time: 0.1789 data_time: 0.0092 loss: 1.1286 2023/03/26 21:51:28 - mmengine - INFO - Epoch(train) [233][2000/5005] lr: 4.1463e-04 eta: 16:57:01 time: 0.1789 data_time: 0.0090 loss: 1.3101 2023/03/26 21:51:46 - mmengine - INFO - Epoch(train) [233][2100/5005] lr: 4.1463e-04 eta: 16:56:43 time: 0.1790 data_time: 0.0089 loss: 1.1838 2023/03/26 21:52:05 - mmengine - INFO - Epoch(train) [233][2200/5005] lr: 4.1463e-04 eta: 16:56:25 time: 0.1786 data_time: 0.0091 loss: 1.2360 2023/03/26 21:52:24 - mmengine - INFO - Epoch(train) [233][2300/5005] lr: 4.1463e-04 eta: 16:56:07 time: 0.1790 data_time: 0.0091 loss: 1.2873 2023/03/26 21:52:43 - mmengine - INFO - Epoch(train) [233][2400/5005] lr: 4.1463e-04 eta: 16:55:49 time: 0.1783 data_time: 0.0090 loss: 1.2945 2023/03/26 21:53:01 - mmengine - INFO - Epoch(train) [233][2500/5005] lr: 4.1463e-04 eta: 16:55:31 time: 0.1778 data_time: 0.0089 loss: 1.2598 2023/03/26 21:53:20 - mmengine - INFO - Epoch(train) [233][2600/5005] lr: 4.1463e-04 eta: 16:55:13 time: 0.1783 data_time: 0.0090 loss: 1.2707 2023/03/26 21:53:39 - mmengine - INFO - Epoch(train) [233][2700/5005] lr: 4.1463e-04 eta: 16:54:55 time: 0.2032 data_time: 0.0086 loss: 1.1236 2023/03/26 21:53:57 - mmengine - INFO - Epoch(train) [233][2800/5005] lr: 4.1463e-04 eta: 16:54:37 time: 0.1796 data_time: 0.0091 loss: 1.1971 2023/03/26 21:54:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:54:16 - mmengine - INFO - Epoch(train) [233][2900/5005] lr: 4.1463e-04 eta: 16:54:19 time: 0.1963 data_time: 0.0090 loss: 1.1235 2023/03/26 21:54:35 - mmengine - INFO - Epoch(train) [233][3000/5005] lr: 4.1463e-04 eta: 16:54:01 time: 0.1782 data_time: 0.0083 loss: 1.0878 2023/03/26 21:54:53 - mmengine - INFO - Epoch(train) [233][3100/5005] lr: 4.1463e-04 eta: 16:53:43 time: 0.1789 data_time: 0.0085 loss: 1.2257 2023/03/26 21:55:12 - mmengine - INFO - Epoch(train) [233][3200/5005] lr: 4.1463e-04 eta: 16:53:25 time: 0.1789 data_time: 0.0087 loss: 1.1359 2023/03/26 21:55:31 - mmengine - INFO - Epoch(train) [233][3300/5005] lr: 4.1463e-04 eta: 16:53:07 time: 0.1793 data_time: 0.0093 loss: 1.1274 2023/03/26 21:55:49 - mmengine - INFO - Epoch(train) [233][3400/5005] lr: 4.1463e-04 eta: 16:52:49 time: 0.1785 data_time: 0.0089 loss: 1.1753 2023/03/26 21:56:08 - mmengine - INFO - Epoch(train) [233][3500/5005] lr: 4.1463e-04 eta: 16:52:31 time: 0.1777 data_time: 0.0089 loss: 1.0787 2023/03/26 21:56:27 - mmengine - INFO - Epoch(train) [233][3600/5005] lr: 4.1463e-04 eta: 16:52:13 time: 0.1798 data_time: 0.0094 loss: 1.3034 2023/03/26 21:56:46 - mmengine - INFO - Epoch(train) [233][3700/5005] lr: 4.1463e-04 eta: 16:51:55 time: 0.1786 data_time: 0.0089 loss: 1.1367 2023/03/26 21:57:04 - mmengine - INFO - Epoch(train) [233][3800/5005] lr: 4.1463e-04 eta: 16:51:37 time: 0.1784 data_time: 0.0086 loss: 1.1212 2023/03/26 21:57:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 21:57:23 - mmengine - INFO - Epoch(train) [233][3900/5005] lr: 4.1463e-04 eta: 16:51:19 time: 0.1786 data_time: 0.0089 loss: 1.2184 2023/03/26 21:57:41 - mmengine - INFO - Epoch(train) [233][4000/5005] lr: 4.1463e-04 eta: 16:51:01 time: 0.1796 data_time: 0.0089 loss: 1.1934 2023/03/26 21:58:00 - mmengine - INFO - Epoch(train) [233][4100/5005] lr: 4.1463e-04 eta: 16:50:42 time: 0.1779 data_time: 0.0087 loss: 0.9727 2023/03/26 21:58:19 - mmengine - INFO - Epoch(train) [233][4200/5005] lr: 4.1463e-04 eta: 16:50:24 time: 0.1769 data_time: 0.0085 loss: 1.1749 2023/03/26 21:58:38 - mmengine - INFO - Epoch(train) [233][4300/5005] lr: 4.1463e-04 eta: 16:50:06 time: 0.1778 data_time: 0.0085 loss: 1.0404 2023/03/26 21:58:56 - mmengine - INFO - Epoch(train) [233][4400/5005] lr: 4.1463e-04 eta: 16:49:48 time: 0.1786 data_time: 0.0090 loss: 1.1879 2023/03/26 21:59:15 - mmengine - INFO - Epoch(train) [233][4500/5005] lr: 4.1463e-04 eta: 16:49:30 time: 0.1787 data_time: 0.0090 loss: 1.0244 2023/03/26 21:59:33 - mmengine - INFO - Epoch(train) [233][4600/5005] lr: 4.1463e-04 eta: 16:49:12 time: 0.1780 data_time: 0.0088 loss: 1.1866 2023/03/26 21:59:52 - mmengine - INFO - Epoch(train) [233][4700/5005] lr: 4.1463e-04 eta: 16:48:54 time: 0.1792 data_time: 0.0090 loss: 1.1347 2023/03/26 22:00:11 - mmengine - INFO - Epoch(train) [233][4800/5005] lr: 4.1463e-04 eta: 16:48:36 time: 0.1785 data_time: 0.0090 loss: 1.1351 2023/03/26 22:00:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:00:30 - mmengine - INFO - Epoch(train) [233][4900/5005] lr: 4.1463e-04 eta: 16:48:18 time: 0.1786 data_time: 0.0087 loss: 1.0642 2023/03/26 22:00:48 - mmengine - INFO - Epoch(train) [233][5000/5005] lr: 4.1463e-04 eta: 16:48:00 time: 0.1768 data_time: 0.0090 loss: 1.1635 2023/03/26 22:00:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:00:49 - mmengine - INFO - Saving checkpoint at 233 epochs 2023/03/26 22:00:58 - mmengine - INFO - Epoch(val) [233][100/196] eta: 0:00:07 time: 0.0639 data_time: 0.0271 2023/03/26 22:01:27 - mmengine - INFO - Epoch(val) [233][196/196] accuracy/top1: 71.4880 accuracy/top5: 90.0760data_time: 0.0684 time: 0.1032 2023/03/26 22:01:47 - mmengine - INFO - Epoch(train) [234][ 100/5005] lr: 4.0634e-04 eta: 16:47:42 time: 0.2047 data_time: 0.0091 loss: 1.1329 2023/03/26 22:02:06 - mmengine - INFO - Epoch(train) [234][ 200/5005] lr: 4.0634e-04 eta: 16:47:24 time: 0.1766 data_time: 0.0087 loss: 1.2205 2023/03/26 22:02:24 - mmengine - INFO - Epoch(train) [234][ 300/5005] lr: 4.0634e-04 eta: 16:47:05 time: 0.1773 data_time: 0.0086 loss: 0.9736 2023/03/26 22:02:42 - mmengine - INFO - Epoch(train) [234][ 400/5005] lr: 4.0634e-04 eta: 16:46:47 time: 0.1777 data_time: 0.0089 loss: 1.1870 2023/03/26 22:03:01 - mmengine - INFO - Epoch(train) [234][ 500/5005] lr: 4.0634e-04 eta: 16:46:29 time: 0.1772 data_time: 0.0089 loss: 1.0588 2023/03/26 22:03:19 - mmengine - INFO - Epoch(train) [234][ 600/5005] lr: 4.0634e-04 eta: 16:46:11 time: 0.1777 data_time: 0.0089 loss: 1.2985 2023/03/26 22:03:38 - mmengine - INFO - Epoch(train) [234][ 700/5005] lr: 4.0634e-04 eta: 16:45:53 time: 0.1771 data_time: 0.0086 loss: 1.0959 2023/03/26 22:03:56 - mmengine - INFO - Epoch(train) [234][ 800/5005] lr: 4.0634e-04 eta: 16:45:35 time: 0.1772 data_time: 0.0087 loss: 1.0347 2023/03/26 22:04:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:04:15 - mmengine - INFO - Epoch(train) [234][ 900/5005] lr: 4.0634e-04 eta: 16:45:17 time: 0.1782 data_time: 0.0090 loss: 1.3509 2023/03/26 22:04:34 - mmengine - INFO - Epoch(train) [234][1000/5005] lr: 4.0634e-04 eta: 16:44:59 time: 0.2001 data_time: 0.0087 loss: 1.1240 2023/03/26 22:04:52 - mmengine - INFO - Epoch(train) [234][1100/5005] lr: 4.0634e-04 eta: 16:44:41 time: 0.1780 data_time: 0.0086 loss: 1.2789 2023/03/26 22:05:11 - mmengine - INFO - Epoch(train) [234][1200/5005] lr: 4.0634e-04 eta: 16:44:23 time: 0.1884 data_time: 0.0089 loss: 1.2792 2023/03/26 22:05:29 - mmengine - INFO - Epoch(train) [234][1300/5005] lr: 4.0634e-04 eta: 16:44:05 time: 0.1769 data_time: 0.0088 loss: 1.4046 2023/03/26 22:05:47 - mmengine - INFO - Epoch(train) [234][1400/5005] lr: 4.0634e-04 eta: 16:43:47 time: 0.1785 data_time: 0.0089 loss: 1.1071 2023/03/26 22:06:06 - mmengine - INFO - Epoch(train) [234][1500/5005] lr: 4.0634e-04 eta: 16:43:29 time: 0.1771 data_time: 0.0088 loss: 1.2609 2023/03/26 22:06:25 - mmengine - INFO - Epoch(train) [234][1600/5005] lr: 4.0634e-04 eta: 16:43:11 time: 0.2006 data_time: 0.0087 loss: 0.9971 2023/03/26 22:06:43 - mmengine - INFO - Epoch(train) [234][1700/5005] lr: 4.0634e-04 eta: 16:42:52 time: 0.1775 data_time: 0.0090 loss: 1.1250 2023/03/26 22:07:02 - mmengine - INFO - Epoch(train) [234][1800/5005] lr: 4.0634e-04 eta: 16:42:34 time: 0.1780 data_time: 0.0090 loss: 1.1386 2023/03/26 22:07:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:07:21 - mmengine - INFO - Epoch(train) [234][1900/5005] lr: 4.0634e-04 eta: 16:42:16 time: 0.2222 data_time: 0.0088 loss: 1.2874 2023/03/26 22:07:39 - mmengine - INFO - Epoch(train) [234][2000/5005] lr: 4.0634e-04 eta: 16:41:58 time: 0.1779 data_time: 0.0089 loss: 1.2049 2023/03/26 22:07:57 - mmengine - INFO - Epoch(train) [234][2100/5005] lr: 4.0634e-04 eta: 16:41:40 time: 0.1769 data_time: 0.0086 loss: 1.1585 2023/03/26 22:08:16 - mmengine - INFO - Epoch(train) [234][2200/5005] lr: 4.0634e-04 eta: 16:41:22 time: 0.1775 data_time: 0.0089 loss: 1.0157 2023/03/26 22:08:34 - mmengine - INFO - Epoch(train) [234][2300/5005] lr: 4.0634e-04 eta: 16:41:04 time: 0.1771 data_time: 0.0086 loss: 1.4129 2023/03/26 22:08:53 - mmengine - INFO - Epoch(train) [234][2400/5005] lr: 4.0634e-04 eta: 16:40:46 time: 0.2007 data_time: 0.0089 loss: 1.0392 2023/03/26 22:09:12 - mmengine - INFO - Epoch(train) [234][2500/5005] lr: 4.0634e-04 eta: 16:40:28 time: 0.1787 data_time: 0.0087 loss: 1.1116 2023/03/26 22:09:30 - mmengine - INFO - Epoch(train) [234][2600/5005] lr: 4.0634e-04 eta: 16:40:10 time: 0.1778 data_time: 0.0087 loss: 1.1097 2023/03/26 22:09:49 - mmengine - INFO - Epoch(train) [234][2700/5005] lr: 4.0634e-04 eta: 16:39:52 time: 0.1766 data_time: 0.0084 loss: 1.2826 2023/03/26 22:10:07 - mmengine - INFO - Epoch(train) [234][2800/5005] lr: 4.0634e-04 eta: 16:39:34 time: 0.1777 data_time: 0.0089 loss: 1.2799 2023/03/26 22:10:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:10:26 - mmengine - INFO - Epoch(train) [234][2900/5005] lr: 4.0634e-04 eta: 16:39:16 time: 0.1769 data_time: 0.0090 loss: 1.3002 2023/03/26 22:10:44 - mmengine - INFO - Epoch(train) [234][3000/5005] lr: 4.0634e-04 eta: 16:38:58 time: 0.1779 data_time: 0.0090 loss: 1.2096 2023/03/26 22:11:03 - mmengine - INFO - Epoch(train) [234][3100/5005] lr: 4.0634e-04 eta: 16:38:40 time: 0.1767 data_time: 0.0089 loss: 1.2993 2023/03/26 22:11:22 - mmengine - INFO - Epoch(train) [234][3200/5005] lr: 4.0634e-04 eta: 16:38:22 time: 0.1774 data_time: 0.0089 loss: 1.1800 2023/03/26 22:11:40 - mmengine - INFO - Epoch(train) [234][3300/5005] lr: 4.0634e-04 eta: 16:38:04 time: 0.1775 data_time: 0.0089 loss: 1.1138 2023/03/26 22:11:58 - mmengine - INFO - Epoch(train) [234][3400/5005] lr: 4.0634e-04 eta: 16:37:46 time: 0.1902 data_time: 0.0089 loss: 0.9941 2023/03/26 22:12:17 - mmengine - INFO - Epoch(train) [234][3500/5005] lr: 4.0634e-04 eta: 16:37:27 time: 0.1794 data_time: 0.0088 loss: 1.2924 2023/03/26 22:12:36 - mmengine - INFO - Epoch(train) [234][3600/5005] lr: 4.0634e-04 eta: 16:37:09 time: 0.1774 data_time: 0.0090 loss: 1.1484 2023/03/26 22:12:54 - mmengine - INFO - Epoch(train) [234][3700/5005] lr: 4.0634e-04 eta: 16:36:51 time: 0.1769 data_time: 0.0089 loss: 1.2060 2023/03/26 22:13:13 - mmengine - INFO - Epoch(train) [234][3800/5005] lr: 4.0634e-04 eta: 16:36:33 time: 0.2150 data_time: 0.0087 loss: 1.2012 2023/03/26 22:13:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:13:31 - mmengine - INFO - Epoch(train) [234][3900/5005] lr: 4.0634e-04 eta: 16:36:15 time: 0.1786 data_time: 0.0085 loss: 1.2487 2023/03/26 22:13:50 - mmengine - INFO - Epoch(train) [234][4000/5005] lr: 4.0634e-04 eta: 16:35:57 time: 0.1777 data_time: 0.0089 loss: 1.3067 2023/03/26 22:14:09 - mmengine - INFO - Epoch(train) [234][4100/5005] lr: 4.0634e-04 eta: 16:35:39 time: 0.1770 data_time: 0.0089 loss: 1.1706 2023/03/26 22:14:27 - mmengine - INFO - Epoch(train) [234][4200/5005] lr: 4.0634e-04 eta: 16:35:21 time: 0.1771 data_time: 0.0089 loss: 1.1282 2023/03/26 22:14:45 - mmengine - INFO - Epoch(train) [234][4300/5005] lr: 4.0634e-04 eta: 16:35:03 time: 0.1780 data_time: 0.0088 loss: 1.1522 2023/03/26 22:15:04 - mmengine - INFO - Epoch(train) [234][4400/5005] lr: 4.0634e-04 eta: 16:34:45 time: 0.1773 data_time: 0.0086 loss: 1.1060 2023/03/26 22:15:23 - mmengine - INFO - Epoch(train) [234][4500/5005] lr: 4.0634e-04 eta: 16:34:27 time: 0.1773 data_time: 0.0089 loss: 1.2834 2023/03/26 22:15:41 - mmengine - INFO - Epoch(train) [234][4600/5005] lr: 4.0634e-04 eta: 16:34:09 time: 0.1770 data_time: 0.0089 loss: 1.1848 2023/03/26 22:16:00 - mmengine - INFO - Epoch(train) [234][4700/5005] lr: 4.0634e-04 eta: 16:33:51 time: 0.2020 data_time: 0.0086 loss: 1.3759 2023/03/26 22:16:18 - mmengine - INFO - Epoch(train) [234][4800/5005] lr: 4.0634e-04 eta: 16:33:33 time: 0.1783 data_time: 0.0091 loss: 1.2548 2023/03/26 22:16:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:16:37 - mmengine - INFO - Epoch(train) [234][4900/5005] lr: 4.0634e-04 eta: 16:33:15 time: 0.1989 data_time: 0.0088 loss: 1.0428 2023/03/26 22:16:56 - mmengine - INFO - Epoch(train) [234][5000/5005] lr: 4.0634e-04 eta: 16:32:57 time: 0.1753 data_time: 0.0090 loss: 1.0839 2023/03/26 22:16:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:16:57 - mmengine - INFO - Saving checkpoint at 234 epochs 2023/03/26 22:17:05 - mmengine - INFO - Epoch(val) [234][100/196] eta: 0:00:07 time: 0.0650 data_time: 0.0076 2023/03/26 22:17:34 - mmengine - INFO - Epoch(val) [234][196/196] accuracy/top1: 71.4380 accuracy/top5: 90.1600data_time: 0.0645 time: 0.0988 2023/03/26 22:17:54 - mmengine - INFO - Epoch(train) [235][ 100/5005] lr: 3.9821e-04 eta: 16:32:38 time: 0.1778 data_time: 0.0090 loss: 1.2012 2023/03/26 22:18:12 - mmengine - INFO - Epoch(train) [235][ 200/5005] lr: 3.9821e-04 eta: 16:32:20 time: 0.1795 data_time: 0.0094 loss: 1.1702 2023/03/26 22:18:31 - mmengine - INFO - Epoch(train) [235][ 300/5005] lr: 3.9821e-04 eta: 16:32:02 time: 0.1783 data_time: 0.0090 loss: 1.0615 2023/03/26 22:18:50 - mmengine - INFO - Epoch(train) [235][ 400/5005] lr: 3.9821e-04 eta: 16:31:44 time: 0.1778 data_time: 0.0088 loss: 1.1753 2023/03/26 22:19:08 - mmengine - INFO - Epoch(train) [235][ 500/5005] lr: 3.9821e-04 eta: 16:31:26 time: 0.1771 data_time: 0.0090 loss: 1.3356 2023/03/26 22:19:27 - mmengine - INFO - Epoch(train) [235][ 600/5005] lr: 3.9821e-04 eta: 16:31:08 time: 0.1776 data_time: 0.0090 loss: 1.2900 2023/03/26 22:19:45 - mmengine - INFO - Epoch(train) [235][ 700/5005] lr: 3.9821e-04 eta: 16:30:50 time: 0.2019 data_time: 0.0090 loss: 1.1173 2023/03/26 22:20:04 - mmengine - INFO - Epoch(train) [235][ 800/5005] lr: 3.9821e-04 eta: 16:30:32 time: 0.1806 data_time: 0.0088 loss: 1.1669 2023/03/26 22:20:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:20:23 - mmengine - INFO - Epoch(train) [235][ 900/5005] lr: 3.9821e-04 eta: 16:30:14 time: 0.1773 data_time: 0.0088 loss: 1.2484 2023/03/26 22:20:41 - mmengine - INFO - Epoch(train) [235][1000/5005] lr: 3.9821e-04 eta: 16:29:56 time: 0.2063 data_time: 0.0087 loss: 1.2368 2023/03/26 22:21:00 - mmengine - INFO - Epoch(train) [235][1100/5005] lr: 3.9821e-04 eta: 16:29:38 time: 0.1799 data_time: 0.0088 loss: 1.0769 2023/03/26 22:21:19 - mmengine - INFO - Epoch(train) [235][1200/5005] lr: 3.9821e-04 eta: 16:29:20 time: 0.1781 data_time: 0.0088 loss: 1.0529 2023/03/26 22:21:37 - mmengine - INFO - Epoch(train) [235][1300/5005] lr: 3.9821e-04 eta: 16:29:02 time: 0.1796 data_time: 0.0093 loss: 1.1755 2023/03/26 22:21:56 - mmengine - INFO - Epoch(train) [235][1400/5005] lr: 3.9821e-04 eta: 16:28:43 time: 0.1788 data_time: 0.0093 loss: 1.1476 2023/03/26 22:22:14 - mmengine - INFO - Epoch(train) [235][1500/5005] lr: 3.9821e-04 eta: 16:28:25 time: 0.1778 data_time: 0.0092 loss: 1.3009 2023/03/26 22:22:33 - mmengine - INFO - Epoch(train) [235][1600/5005] lr: 3.9821e-04 eta: 16:28:07 time: 0.1991 data_time: 0.0084 loss: 1.2524 2023/03/26 22:22:52 - mmengine - INFO - Epoch(train) [235][1700/5005] lr: 3.9821e-04 eta: 16:27:49 time: 0.1780 data_time: 0.0089 loss: 1.1596 2023/03/26 22:23:10 - mmengine - INFO - Epoch(train) [235][1800/5005] lr: 3.9821e-04 eta: 16:27:31 time: 0.1780 data_time: 0.0089 loss: 1.0619 2023/03/26 22:23:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:23:29 - mmengine - INFO - Epoch(train) [235][1900/5005] lr: 3.9821e-04 eta: 16:27:13 time: 0.1782 data_time: 0.0092 loss: 1.0670 2023/03/26 22:23:48 - mmengine - INFO - Epoch(train) [235][2000/5005] lr: 3.9821e-04 eta: 16:26:55 time: 0.1794 data_time: 0.0090 loss: 0.9621 2023/03/26 22:24:06 - mmengine - INFO - Epoch(train) [235][2100/5005] lr: 3.9821e-04 eta: 16:26:37 time: 0.1801 data_time: 0.0088 loss: 1.1363 2023/03/26 22:24:25 - mmengine - INFO - Epoch(train) [235][2200/5005] lr: 3.9821e-04 eta: 16:26:19 time: 0.1782 data_time: 0.0091 loss: 1.1339 2023/03/26 22:24:43 - mmengine - INFO - Epoch(train) [235][2300/5005] lr: 3.9821e-04 eta: 16:26:01 time: 0.1779 data_time: 0.0091 loss: 1.2100 2023/03/26 22:25:02 - mmengine - INFO - Epoch(train) [235][2400/5005] lr: 3.9821e-04 eta: 16:25:43 time: 0.1782 data_time: 0.0091 loss: 1.3209 2023/03/26 22:25:21 - mmengine - INFO - Epoch(train) [235][2500/5005] lr: 3.9821e-04 eta: 16:25:25 time: 0.1777 data_time: 0.0092 loss: 1.2517 2023/03/26 22:25:39 - mmengine - INFO - Epoch(train) [235][2600/5005] lr: 3.9821e-04 eta: 16:25:07 time: 0.1776 data_time: 0.0090 loss: 1.1344 2023/03/26 22:25:58 - mmengine - INFO - Epoch(train) [235][2700/5005] lr: 3.9821e-04 eta: 16:24:49 time: 0.1792 data_time: 0.0089 loss: 0.9820 2023/03/26 22:26:16 - mmengine - INFO - Epoch(train) [235][2800/5005] lr: 3.9821e-04 eta: 16:24:31 time: 0.1781 data_time: 0.0089 loss: 1.1788 2023/03/26 22:26:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:26:35 - mmengine - INFO - Epoch(train) [235][2900/5005] lr: 3.9821e-04 eta: 16:24:13 time: 0.1792 data_time: 0.0092 loss: 0.9910 2023/03/26 22:26:54 - mmengine - INFO - Epoch(train) [235][3000/5005] lr: 3.9821e-04 eta: 16:23:55 time: 0.1787 data_time: 0.0090 loss: 1.0345 2023/03/26 22:27:12 - mmengine - INFO - Epoch(train) [235][3100/5005] lr: 3.9821e-04 eta: 16:23:37 time: 0.1782 data_time: 0.0093 loss: 1.0663 2023/03/26 22:27:31 - mmengine - INFO - Epoch(train) [235][3200/5005] lr: 3.9821e-04 eta: 16:23:19 time: 0.1779 data_time: 0.0088 loss: 1.2822 2023/03/26 22:27:50 - mmengine - INFO - Epoch(train) [235][3300/5005] lr: 3.9821e-04 eta: 16:23:01 time: 0.1781 data_time: 0.0091 loss: 1.1886 2023/03/26 22:28:08 - mmengine - INFO - Epoch(train) [235][3400/5005] lr: 3.9821e-04 eta: 16:22:43 time: 0.1794 data_time: 0.0089 loss: 1.3076 2023/03/26 22:28:27 - mmengine - INFO - Epoch(train) [235][3500/5005] lr: 3.9821e-04 eta: 16:22:25 time: 0.1790 data_time: 0.0090 loss: 1.2434 2023/03/26 22:28:45 - mmengine - INFO - Epoch(train) [235][3600/5005] lr: 3.9821e-04 eta: 16:22:07 time: 0.1777 data_time: 0.0089 loss: 1.1289 2023/03/26 22:29:04 - mmengine - INFO - Epoch(train) [235][3700/5005] lr: 3.9821e-04 eta: 16:21:49 time: 0.1798 data_time: 0.0088 loss: 1.0362 2023/03/26 22:29:23 - mmengine - INFO - Epoch(train) [235][3800/5005] lr: 3.9821e-04 eta: 16:21:31 time: 0.1782 data_time: 0.0094 loss: 1.1220 2023/03/26 22:29:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:29:41 - mmengine - INFO - Epoch(train) [235][3900/5005] lr: 3.9821e-04 eta: 16:21:13 time: 0.1793 data_time: 0.0090 loss: 1.3040 2023/03/26 22:30:00 - mmengine - INFO - Epoch(train) [235][4000/5005] lr: 3.9821e-04 eta: 16:20:54 time: 0.1775 data_time: 0.0089 loss: 1.0784 2023/03/26 22:30:18 - mmengine - INFO - Epoch(train) [235][4100/5005] lr: 3.9821e-04 eta: 16:20:36 time: 0.1776 data_time: 0.0088 loss: 1.2481 2023/03/26 22:30:37 - mmengine - INFO - Epoch(train) [235][4200/5005] lr: 3.9821e-04 eta: 16:20:18 time: 0.1779 data_time: 0.0092 loss: 1.2664 2023/03/26 22:30:55 - mmengine - INFO - Epoch(train) [235][4300/5005] lr: 3.9821e-04 eta: 16:20:00 time: 0.1779 data_time: 0.0090 loss: 1.0908 2023/03/26 22:31:14 - mmengine - INFO - Epoch(train) [235][4400/5005] lr: 3.9821e-04 eta: 16:19:42 time: 0.1950 data_time: 0.0091 loss: 1.1974 2023/03/26 22:31:33 - mmengine - INFO - Epoch(train) [235][4500/5005] lr: 3.9821e-04 eta: 16:19:24 time: 0.1774 data_time: 0.0091 loss: 1.0982 2023/03/26 22:31:51 - mmengine - INFO - Epoch(train) [235][4600/5005] lr: 3.9821e-04 eta: 16:19:06 time: 0.1783 data_time: 0.0085 loss: 1.2271 2023/03/26 22:32:10 - mmengine - INFO - Epoch(train) [235][4700/5005] lr: 3.9821e-04 eta: 16:18:48 time: 0.1780 data_time: 0.0089 loss: 1.0602 2023/03/26 22:32:29 - mmengine - INFO - Epoch(train) [235][4800/5005] lr: 3.9821e-04 eta: 16:18:30 time: 0.1788 data_time: 0.0094 loss: 1.3248 2023/03/26 22:32:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:32:47 - mmengine - INFO - Epoch(train) [235][4900/5005] lr: 3.9821e-04 eta: 16:18:12 time: 0.2002 data_time: 0.0093 loss: 1.2877 2023/03/26 22:33:06 - mmengine - INFO - Epoch(train) [235][5000/5005] lr: 3.9821e-04 eta: 16:17:54 time: 0.1748 data_time: 0.0089 loss: 1.1406 2023/03/26 22:33:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:33:07 - mmengine - INFO - Saving checkpoint at 235 epochs 2023/03/26 22:33:16 - mmengine - INFO - Epoch(val) [235][100/196] eta: 0:00:07 time: 0.0642 data_time: 0.0266 2023/03/26 22:33:44 - mmengine - INFO - Epoch(val) [235][196/196] accuracy/top1: 71.3760 accuracy/top5: 90.1840data_time: 0.0704 time: 0.1035 2023/03/26 22:34:04 - mmengine - INFO - Epoch(train) [236][ 100/5005] lr: 3.9025e-04 eta: 16:17:35 time: 0.1794 data_time: 0.0090 loss: 1.2324 2023/03/26 22:34:23 - mmengine - INFO - Epoch(train) [236][ 200/5005] lr: 3.9025e-04 eta: 16:17:17 time: 0.1914 data_time: 0.0085 loss: 1.4502 2023/03/26 22:34:41 - mmengine - INFO - Epoch(train) [236][ 300/5005] lr: 3.9025e-04 eta: 16:16:59 time: 0.1788 data_time: 0.0088 loss: 1.2640 2023/03/26 22:35:00 - mmengine - INFO - Epoch(train) [236][ 400/5005] lr: 3.9025e-04 eta: 16:16:41 time: 0.1785 data_time: 0.0086 loss: 1.0836 2023/03/26 22:35:19 - mmengine - INFO - Epoch(train) [236][ 500/5005] lr: 3.9025e-04 eta: 16:16:23 time: 0.1783 data_time: 0.0084 loss: 1.1577 2023/03/26 22:35:38 - mmengine - INFO - Epoch(train) [236][ 600/5005] lr: 3.9025e-04 eta: 16:16:05 time: 0.1768 data_time: 0.0085 loss: 1.3412 2023/03/26 22:35:56 - mmengine - INFO - Epoch(train) [236][ 700/5005] lr: 3.9025e-04 eta: 16:15:47 time: 0.1777 data_time: 0.0090 loss: 1.2826 2023/03/26 22:36:15 - mmengine - INFO - Epoch(train) [236][ 800/5005] lr: 3.9025e-04 eta: 16:15:29 time: 0.1783 data_time: 0.0087 loss: 1.1569 2023/03/26 22:36:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:36:33 - mmengine - INFO - Epoch(train) [236][ 900/5005] lr: 3.9025e-04 eta: 16:15:11 time: 0.1774 data_time: 0.0084 loss: 1.1427 2023/03/26 22:36:52 - mmengine - INFO - Epoch(train) [236][1000/5005] lr: 3.9025e-04 eta: 16:14:53 time: 0.1787 data_time: 0.0089 loss: 1.1905 2023/03/26 22:37:10 - mmengine - INFO - Epoch(train) [236][1100/5005] lr: 3.9025e-04 eta: 16:14:35 time: 0.1793 data_time: 0.0090 loss: 1.2664 2023/03/26 22:37:29 - mmengine - INFO - Epoch(train) [236][1200/5005] lr: 3.9025e-04 eta: 16:14:17 time: 0.1788 data_time: 0.0085 loss: 1.2966 2023/03/26 22:37:48 - mmengine - INFO - Epoch(train) [236][1300/5005] lr: 3.9025e-04 eta: 16:13:59 time: 0.1777 data_time: 0.0085 loss: 1.1647 2023/03/26 22:38:07 - mmengine - INFO - Epoch(train) [236][1400/5005] lr: 3.9025e-04 eta: 16:13:41 time: 0.1789 data_time: 0.0086 loss: 1.2063 2023/03/26 22:38:25 - mmengine - INFO - Epoch(train) [236][1500/5005] lr: 3.9025e-04 eta: 16:13:23 time: 0.1783 data_time: 0.0085 loss: 1.2794 2023/03/26 22:38:44 - mmengine - INFO - Epoch(train) [236][1600/5005] lr: 3.9025e-04 eta: 16:13:05 time: 0.1784 data_time: 0.0085 loss: 1.1436 2023/03/26 22:39:02 - mmengine - INFO - Epoch(train) [236][1700/5005] lr: 3.9025e-04 eta: 16:12:47 time: 0.1803 data_time: 0.0090 loss: 0.9901 2023/03/26 22:39:21 - mmengine - INFO - Epoch(train) [236][1800/5005] lr: 3.9025e-04 eta: 16:12:29 time: 0.1783 data_time: 0.0085 loss: 1.2889 2023/03/26 22:39:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:39:39 - mmengine - INFO - Epoch(train) [236][1900/5005] lr: 3.9025e-04 eta: 16:12:11 time: 0.1794 data_time: 0.0090 loss: 1.2236 2023/03/26 22:39:58 - mmengine - INFO - Epoch(train) [236][2000/5005] lr: 3.9025e-04 eta: 16:11:53 time: 0.1783 data_time: 0.0087 loss: 1.2099 2023/03/26 22:40:17 - mmengine - INFO - Epoch(train) [236][2100/5005] lr: 3.9025e-04 eta: 16:11:35 time: 0.2000 data_time: 0.0086 loss: 1.1931 2023/03/26 22:40:36 - mmengine - INFO - Epoch(train) [236][2200/5005] lr: 3.9025e-04 eta: 16:11:17 time: 0.1791 data_time: 0.0089 loss: 1.0401 2023/03/26 22:40:54 - mmengine - INFO - Epoch(train) [236][2300/5005] lr: 3.9025e-04 eta: 16:10:59 time: 0.1778 data_time: 0.0086 loss: 1.1275 2023/03/26 22:41:13 - mmengine - INFO - Epoch(train) [236][2400/5005] lr: 3.9025e-04 eta: 16:10:41 time: 0.1785 data_time: 0.0086 loss: 1.1546 2023/03/26 22:41:31 - mmengine - INFO - Epoch(train) [236][2500/5005] lr: 3.9025e-04 eta: 16:10:23 time: 0.1787 data_time: 0.0091 loss: 1.1331 2023/03/26 22:41:50 - mmengine - INFO - Epoch(train) [236][2600/5005] lr: 3.9025e-04 eta: 16:10:05 time: 0.1782 data_time: 0.0085 loss: 0.9974 2023/03/26 22:42:08 - mmengine - INFO - Epoch(train) [236][2700/5005] lr: 3.9025e-04 eta: 16:09:47 time: 0.1791 data_time: 0.0089 loss: 1.2756 2023/03/26 22:42:27 - mmengine - INFO - Epoch(train) [236][2800/5005] lr: 3.9025e-04 eta: 16:09:29 time: 0.1790 data_time: 0.0088 loss: 1.1128 2023/03/26 22:42:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:42:45 - mmengine - INFO - Epoch(train) [236][2900/5005] lr: 3.9025e-04 eta: 16:09:10 time: 0.1788 data_time: 0.0091 loss: 1.2489 2023/03/26 22:43:04 - mmengine - INFO - Epoch(train) [236][3000/5005] lr: 3.9025e-04 eta: 16:08:53 time: 0.1794 data_time: 0.0087 loss: 1.3729 2023/03/26 22:43:23 - mmengine - INFO - Epoch(train) [236][3100/5005] lr: 3.9025e-04 eta: 16:08:35 time: 0.1791 data_time: 0.0088 loss: 1.0578 2023/03/26 22:43:42 - mmengine - INFO - Epoch(train) [236][3200/5005] lr: 3.9025e-04 eta: 16:08:17 time: 0.2006 data_time: 0.0086 loss: 1.3013 2023/03/26 22:44:01 - mmengine - INFO - Epoch(train) [236][3300/5005] lr: 3.9025e-04 eta: 16:07:59 time: 0.1788 data_time: 0.0084 loss: 1.0972 2023/03/26 22:44:19 - mmengine - INFO - Epoch(train) [236][3400/5005] lr: 3.9025e-04 eta: 16:07:40 time: 0.1791 data_time: 0.0088 loss: 1.3071 2023/03/26 22:44:38 - mmengine - INFO - Epoch(train) [236][3500/5005] lr: 3.9025e-04 eta: 16:07:22 time: 0.1788 data_time: 0.0087 loss: 1.1552 2023/03/26 22:44:56 - mmengine - INFO - Epoch(train) [236][3600/5005] lr: 3.9025e-04 eta: 16:07:04 time: 0.1788 data_time: 0.0090 loss: 1.1467 2023/03/26 22:45:15 - mmengine - INFO - Epoch(train) [236][3700/5005] lr: 3.9025e-04 eta: 16:06:46 time: 0.1808 data_time: 0.0089 loss: 1.2878 2023/03/26 22:45:33 - mmengine - INFO - Epoch(train) [236][3800/5005] lr: 3.9025e-04 eta: 16:06:28 time: 0.1791 data_time: 0.0091 loss: 1.2606 2023/03/26 22:45:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:45:52 - mmengine - INFO - Epoch(train) [236][3900/5005] lr: 3.9025e-04 eta: 16:06:10 time: 0.1778 data_time: 0.0087 loss: 1.0903 2023/03/26 22:46:11 - mmengine - INFO - Epoch(train) [236][4000/5005] lr: 3.9025e-04 eta: 16:05:52 time: 0.1779 data_time: 0.0086 loss: 1.1858 2023/03/26 22:46:30 - mmengine - INFO - Epoch(train) [236][4100/5005] lr: 3.9025e-04 eta: 16:05:34 time: 0.1791 data_time: 0.0086 loss: 1.1836 2023/03/26 22:46:48 - mmengine - INFO - Epoch(train) [236][4200/5005] lr: 3.9025e-04 eta: 16:05:16 time: 0.1778 data_time: 0.0089 loss: 1.1291 2023/03/26 22:47:07 - mmengine - INFO - Epoch(train) [236][4300/5005] lr: 3.9025e-04 eta: 16:04:58 time: 0.1785 data_time: 0.0089 loss: 1.2697 2023/03/26 22:47:25 - mmengine - INFO - Epoch(train) [236][4400/5005] lr: 3.9025e-04 eta: 16:04:40 time: 0.1793 data_time: 0.0087 loss: 1.0440 2023/03/26 22:47:44 - mmengine - INFO - Epoch(train) [236][4500/5005] lr: 3.9025e-04 eta: 16:04:22 time: 0.1785 data_time: 0.0088 loss: 1.2161 2023/03/26 22:48:02 - mmengine - INFO - Epoch(train) [236][4600/5005] lr: 3.9025e-04 eta: 16:04:04 time: 0.1783 data_time: 0.0089 loss: 1.3425 2023/03/26 22:48:21 - mmengine - INFO - Epoch(train) [236][4700/5005] lr: 3.9025e-04 eta: 16:03:46 time: 0.1801 data_time: 0.0090 loss: 1.3603 2023/03/26 22:48:40 - mmengine - INFO - Epoch(train) [236][4800/5005] lr: 3.9025e-04 eta: 16:03:28 time: 0.1766 data_time: 0.0083 loss: 1.2852 2023/03/26 22:48:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:48:59 - mmengine - INFO - Epoch(train) [236][4900/5005] lr: 3.9025e-04 eta: 16:03:10 time: 0.1790 data_time: 0.0087 loss: 1.2495 2023/03/26 22:49:17 - mmengine - INFO - Epoch(train) [236][5000/5005] lr: 3.9025e-04 eta: 16:02:52 time: 0.1765 data_time: 0.0092 loss: 1.1192 2023/03/26 22:49:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:49:18 - mmengine - INFO - Saving checkpoint at 236 epochs 2023/03/26 22:49:27 - mmengine - INFO - Epoch(val) [236][100/196] eta: 0:00:07 time: 0.0636 data_time: 0.0258 2023/03/26 22:49:56 - mmengine - INFO - Epoch(val) [236][196/196] accuracy/top1: 71.3880 accuracy/top5: 90.1160data_time: 0.0690 time: 0.1020 2023/03/26 22:50:15 - mmengine - INFO - Epoch(train) [237][ 100/5005] lr: 3.8244e-04 eta: 16:02:33 time: 0.1778 data_time: 0.0087 loss: 1.1614 2023/03/26 22:50:34 - mmengine - INFO - Epoch(train) [237][ 200/5005] lr: 3.8244e-04 eta: 16:02:15 time: 0.1775 data_time: 0.0088 loss: 1.1144 2023/03/26 22:50:52 - mmengine - INFO - Epoch(train) [237][ 300/5005] lr: 3.8244e-04 eta: 16:01:57 time: 0.1770 data_time: 0.0088 loss: 1.0974 2023/03/26 22:51:11 - mmengine - INFO - Epoch(train) [237][ 400/5005] lr: 3.8244e-04 eta: 16:01:39 time: 0.1769 data_time: 0.0084 loss: 1.2662 2023/03/26 22:51:29 - mmengine - INFO - Epoch(train) [237][ 500/5005] lr: 3.8244e-04 eta: 16:01:21 time: 0.1797 data_time: 0.0090 loss: 1.1446 2023/03/26 22:51:48 - mmengine - INFO - Epoch(train) [237][ 600/5005] lr: 3.8244e-04 eta: 16:01:03 time: 0.1785 data_time: 0.0085 loss: 1.2419 2023/03/26 22:52:06 - mmengine - INFO - Epoch(train) [237][ 700/5005] lr: 3.8244e-04 eta: 16:00:45 time: 0.1769 data_time: 0.0087 loss: 1.2167 2023/03/26 22:52:25 - mmengine - INFO - Epoch(train) [237][ 800/5005] lr: 3.8244e-04 eta: 16:00:27 time: 0.1951 data_time: 0.0083 loss: 1.2003 2023/03/26 22:52:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:52:44 - mmengine - INFO - Epoch(train) [237][ 900/5005] lr: 3.8244e-04 eta: 16:00:09 time: 0.1780 data_time: 0.0086 loss: 1.2286 2023/03/26 22:53:02 - mmengine - INFO - Epoch(train) [237][1000/5005] lr: 3.8244e-04 eta: 15:59:51 time: 0.1805 data_time: 0.0087 loss: 1.2769 2023/03/26 22:53:21 - mmengine - INFO - Epoch(train) [237][1100/5005] lr: 3.8244e-04 eta: 15:59:33 time: 0.1778 data_time: 0.0088 loss: 1.3184 2023/03/26 22:53:39 - mmengine - INFO - Epoch(train) [237][1200/5005] lr: 3.8244e-04 eta: 15:59:15 time: 0.1779 data_time: 0.0086 loss: 1.1863 2023/03/26 22:53:58 - mmengine - INFO - Epoch(train) [237][1300/5005] lr: 3.8244e-04 eta: 15:58:57 time: 0.1795 data_time: 0.0087 loss: 1.2059 2023/03/26 22:54:16 - mmengine - INFO - Epoch(train) [237][1400/5005] lr: 3.8244e-04 eta: 15:58:39 time: 0.1784 data_time: 0.0086 loss: 1.1411 2023/03/26 22:54:35 - mmengine - INFO - Epoch(train) [237][1500/5005] lr: 3.8244e-04 eta: 15:58:20 time: 0.1784 data_time: 0.0087 loss: 1.3092 2023/03/26 22:54:54 - mmengine - INFO - Epoch(train) [237][1600/5005] lr: 3.8244e-04 eta: 15:58:02 time: 0.1779 data_time: 0.0086 loss: 1.0240 2023/03/26 22:55:12 - mmengine - INFO - Epoch(train) [237][1700/5005] lr: 3.8244e-04 eta: 15:57:44 time: 0.1785 data_time: 0.0083 loss: 1.0859 2023/03/26 22:55:31 - mmengine - INFO - Epoch(train) [237][1800/5005] lr: 3.8244e-04 eta: 15:57:26 time: 0.1795 data_time: 0.0088 loss: 1.2168 2023/03/26 22:55:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:55:50 - mmengine - INFO - Epoch(train) [237][1900/5005] lr: 3.8244e-04 eta: 15:57:08 time: 0.1785 data_time: 0.0085 loss: 1.0541 2023/03/26 22:56:09 - mmengine - INFO - Epoch(train) [237][2000/5005] lr: 3.8244e-04 eta: 15:56:50 time: 0.1784 data_time: 0.0089 loss: 1.2354 2023/03/26 22:56:27 - mmengine - INFO - Epoch(train) [237][2100/5005] lr: 3.8244e-04 eta: 15:56:32 time: 0.1793 data_time: 0.0087 loss: 1.2780 2023/03/26 22:56:46 - mmengine - INFO - Epoch(train) [237][2200/5005] lr: 3.8244e-04 eta: 15:56:14 time: 0.1789 data_time: 0.0086 loss: 1.0709 2023/03/26 22:57:04 - mmengine - INFO - Epoch(train) [237][2300/5005] lr: 3.8244e-04 eta: 15:55:56 time: 0.1777 data_time: 0.0085 loss: 1.0402 2023/03/26 22:57:23 - mmengine - INFO - Epoch(train) [237][2400/5005] lr: 3.8244e-04 eta: 15:55:38 time: 0.1785 data_time: 0.0089 loss: 1.2569 2023/03/26 22:57:41 - mmengine - INFO - Epoch(train) [237][2500/5005] lr: 3.8244e-04 eta: 15:55:20 time: 0.1776 data_time: 0.0084 loss: 1.3295 2023/03/26 22:58:00 - mmengine - INFO - Epoch(train) [237][2600/5005] lr: 3.8244e-04 eta: 15:55:02 time: 0.1781 data_time: 0.0087 loss: 1.0988 2023/03/26 22:58:19 - mmengine - INFO - Epoch(train) [237][2700/5005] lr: 3.8244e-04 eta: 15:54:44 time: 0.1878 data_time: 0.0087 loss: 1.0562 2023/03/26 22:58:37 - mmengine - INFO - Epoch(train) [237][2800/5005] lr: 3.8244e-04 eta: 15:54:26 time: 0.1786 data_time: 0.0086 loss: 1.1377 2023/03/26 22:58:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 22:58:56 - mmengine - INFO - Epoch(train) [237][2900/5005] lr: 3.8244e-04 eta: 15:54:08 time: 0.1804 data_time: 0.0087 loss: 1.1161 2023/03/26 22:59:15 - mmengine - INFO - Epoch(train) [237][3000/5005] lr: 3.8244e-04 eta: 15:53:50 time: 0.1783 data_time: 0.0087 loss: 1.2100 2023/03/26 22:59:33 - mmengine - INFO - Epoch(train) [237][3100/5005] lr: 3.8244e-04 eta: 15:53:32 time: 0.1772 data_time: 0.0086 loss: 1.3376 2023/03/26 22:59:52 - mmengine - INFO - Epoch(train) [237][3200/5005] lr: 3.8244e-04 eta: 15:53:14 time: 0.2030 data_time: 0.0085 loss: 0.9041 2023/03/26 23:00:10 - mmengine - INFO - Epoch(train) [237][3300/5005] lr: 3.8244e-04 eta: 15:52:56 time: 0.1780 data_time: 0.0086 loss: 1.2600 2023/03/26 23:00:29 - mmengine - INFO - Epoch(train) [237][3400/5005] lr: 3.8244e-04 eta: 15:52:38 time: 0.1776 data_time: 0.0085 loss: 1.1573 2023/03/26 23:00:48 - mmengine - INFO - Epoch(train) [237][3500/5005] lr: 3.8244e-04 eta: 15:52:20 time: 0.1778 data_time: 0.0086 loss: 1.0902 2023/03/26 23:01:06 - mmengine - INFO - Epoch(train) [237][3600/5005] lr: 3.8244e-04 eta: 15:52:02 time: 0.1788 data_time: 0.0090 loss: 1.1127 2023/03/26 23:01:25 - mmengine - INFO - Epoch(train) [237][3700/5005] lr: 3.8244e-04 eta: 15:51:44 time: 0.1779 data_time: 0.0087 loss: 1.0965 2023/03/26 23:01:44 - mmengine - INFO - Epoch(train) [237][3800/5005] lr: 3.8244e-04 eta: 15:51:26 time: 0.1783 data_time: 0.0089 loss: 1.1477 2023/03/26 23:01:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:02:02 - mmengine - INFO - Epoch(train) [237][3900/5005] lr: 3.8244e-04 eta: 15:51:08 time: 0.1785 data_time: 0.0087 loss: 1.1679 2023/03/26 23:02:21 - mmengine - INFO - Epoch(train) [237][4000/5005] lr: 3.8244e-04 eta: 15:50:50 time: 0.1779 data_time: 0.0084 loss: 1.1902 2023/03/26 23:02:39 - mmengine - INFO - Epoch(train) [237][4100/5005] lr: 3.8244e-04 eta: 15:50:32 time: 0.1780 data_time: 0.0084 loss: 1.0602 2023/03/26 23:02:58 - mmengine - INFO - Epoch(train) [237][4200/5005] lr: 3.8244e-04 eta: 15:50:14 time: 0.1798 data_time: 0.0087 loss: 1.1614 2023/03/26 23:03:17 - mmengine - INFO - Epoch(train) [237][4300/5005] lr: 3.8244e-04 eta: 15:49:56 time: 0.2036 data_time: 0.0087 loss: 1.3557 2023/03/26 23:03:35 - mmengine - INFO - Epoch(train) [237][4400/5005] lr: 3.8244e-04 eta: 15:49:38 time: 0.1777 data_time: 0.0084 loss: 1.3035 2023/03/26 23:03:54 - mmengine - INFO - Epoch(train) [237][4500/5005] lr: 3.8244e-04 eta: 15:49:19 time: 0.1911 data_time: 0.0087 loss: 1.0304 2023/03/26 23:04:12 - mmengine - INFO - Epoch(train) [237][4600/5005] lr: 3.8244e-04 eta: 15:49:01 time: 0.1787 data_time: 0.0087 loss: 1.1929 2023/03/26 23:04:31 - mmengine - INFO - Epoch(train) [237][4700/5005] lr: 3.8244e-04 eta: 15:48:43 time: 0.1788 data_time: 0.0085 loss: 1.1596 2023/03/26 23:04:50 - mmengine - INFO - Epoch(train) [237][4800/5005] lr: 3.8244e-04 eta: 15:48:25 time: 0.1792 data_time: 0.0088 loss: 1.3464 2023/03/26 23:04:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:05:08 - mmengine - INFO - Epoch(train) [237][4900/5005] lr: 3.8244e-04 eta: 15:48:07 time: 0.1795 data_time: 0.0091 loss: 1.0924 2023/03/26 23:05:27 - mmengine - INFO - Epoch(train) [237][5000/5005] lr: 3.8244e-04 eta: 15:47:49 time: 0.1773 data_time: 0.0087 loss: 1.1440 2023/03/26 23:05:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:05:28 - mmengine - INFO - Saving checkpoint at 237 epochs 2023/03/26 23:05:37 - mmengine - INFO - Epoch(val) [237][100/196] eta: 0:00:07 time: 0.0630 data_time: 0.0253 2023/03/26 23:06:05 - mmengine - INFO - Epoch(val) [237][196/196] accuracy/top1: 71.5440 accuracy/top5: 90.2080data_time: 0.0667 time: 0.0987 2023/03/26 23:06:25 - mmengine - INFO - Epoch(train) [238][ 100/5005] lr: 3.7479e-04 eta: 15:47:31 time: 0.1775 data_time: 0.0085 loss: 1.3791 2023/03/26 23:06:43 - mmengine - INFO - Epoch(train) [238][ 200/5005] lr: 3.7479e-04 eta: 15:47:13 time: 0.1778 data_time: 0.0084 loss: 1.1857 2023/03/26 23:07:02 - mmengine - INFO - Epoch(train) [238][ 300/5005] lr: 3.7479e-04 eta: 15:46:55 time: 0.1780 data_time: 0.0087 loss: 1.1956 2023/03/26 23:07:20 - mmengine - INFO - Epoch(train) [238][ 400/5005] lr: 3.7479e-04 eta: 15:46:36 time: 0.1781 data_time: 0.0087 loss: 1.1946 2023/03/26 23:07:39 - mmengine - INFO - Epoch(train) [238][ 500/5005] lr: 3.7479e-04 eta: 15:46:18 time: 0.2037 data_time: 0.0082 loss: 1.2366 2023/03/26 23:07:58 - mmengine - INFO - Epoch(train) [238][ 600/5005] lr: 3.7479e-04 eta: 15:46:00 time: 0.1790 data_time: 0.0089 loss: 1.2725 2023/03/26 23:08:16 - mmengine - INFO - Epoch(train) [238][ 700/5005] lr: 3.7479e-04 eta: 15:45:42 time: 0.1798 data_time: 0.0089 loss: 1.2387 2023/03/26 23:08:35 - mmengine - INFO - Epoch(train) [238][ 800/5005] lr: 3.7479e-04 eta: 15:45:24 time: 0.1783 data_time: 0.0084 loss: 1.2281 2023/03/26 23:08:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:08:53 - mmengine - INFO - Epoch(train) [238][ 900/5005] lr: 3.7479e-04 eta: 15:45:06 time: 0.1781 data_time: 0.0089 loss: 1.2681 2023/03/26 23:09:13 - mmengine - INFO - Epoch(train) [238][1000/5005] lr: 3.7479e-04 eta: 15:44:48 time: 0.2034 data_time: 0.0085 loss: 1.0760 2023/03/26 23:09:31 - mmengine - INFO - Epoch(train) [238][1100/5005] lr: 3.7479e-04 eta: 15:44:30 time: 0.1788 data_time: 0.0089 loss: 1.3086 2023/03/26 23:09:50 - mmengine - INFO - Epoch(train) [238][1200/5005] lr: 3.7479e-04 eta: 15:44:12 time: 0.1789 data_time: 0.0083 loss: 1.0419 2023/03/26 23:10:08 - mmengine - INFO - Epoch(train) [238][1300/5005] lr: 3.7479e-04 eta: 15:43:54 time: 0.1773 data_time: 0.0086 loss: 1.2253 2023/03/26 23:10:27 - mmengine - INFO - Epoch(train) [238][1400/5005] lr: 3.7479e-04 eta: 15:43:36 time: 0.1788 data_time: 0.0088 loss: 1.1375 2023/03/26 23:10:45 - mmengine - INFO - Epoch(train) [238][1500/5005] lr: 3.7479e-04 eta: 15:43:18 time: 0.2021 data_time: 0.0081 loss: 1.3022 2023/03/26 23:11:04 - mmengine - INFO - Epoch(train) [238][1600/5005] lr: 3.7479e-04 eta: 15:43:00 time: 0.1782 data_time: 0.0083 loss: 1.1784 2023/03/26 23:11:23 - mmengine - INFO - Epoch(train) [238][1700/5005] lr: 3.7479e-04 eta: 15:42:42 time: 0.1791 data_time: 0.0089 loss: 1.1773 2023/03/26 23:11:42 - mmengine - INFO - Epoch(train) [238][1800/5005] lr: 3.7479e-04 eta: 15:42:24 time: 0.1797 data_time: 0.0089 loss: 1.0970 2023/03/26 23:11:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:12:00 - mmengine - INFO - Epoch(train) [238][1900/5005] lr: 3.7479e-04 eta: 15:42:06 time: 0.1787 data_time: 0.0089 loss: 1.3060 2023/03/26 23:12:19 - mmengine - INFO - Epoch(train) [238][2000/5005] lr: 3.7479e-04 eta: 15:41:48 time: 0.1784 data_time: 0.0087 loss: 1.2179 2023/03/26 23:12:37 - mmengine - INFO - Epoch(train) [238][2100/5005] lr: 3.7479e-04 eta: 15:41:30 time: 0.1797 data_time: 0.0088 loss: 1.2972 2023/03/26 23:12:56 - mmengine - INFO - Epoch(train) [238][2200/5005] lr: 3.7479e-04 eta: 15:41:12 time: 0.1796 data_time: 0.0087 loss: 1.0247 2023/03/26 23:13:14 - mmengine - INFO - Epoch(train) [238][2300/5005] lr: 3.7479e-04 eta: 15:40:54 time: 0.1783 data_time: 0.0088 loss: 1.2354 2023/03/26 23:13:33 - mmengine - INFO - Epoch(train) [238][2400/5005] lr: 3.7479e-04 eta: 15:40:36 time: 0.2031 data_time: 0.0089 loss: 1.2455 2023/03/26 23:13:52 - mmengine - INFO - Epoch(train) [238][2500/5005] lr: 3.7479e-04 eta: 15:40:18 time: 0.1793 data_time: 0.0087 loss: 1.2112 2023/03/26 23:14:11 - mmengine - INFO - Epoch(train) [238][2600/5005] lr: 3.7479e-04 eta: 15:40:00 time: 0.1782 data_time: 0.0084 loss: 0.9943 2023/03/26 23:14:29 - mmengine - INFO - Epoch(train) [238][2700/5005] lr: 3.7479e-04 eta: 15:39:42 time: 0.1782 data_time: 0.0090 loss: 1.0537 2023/03/26 23:14:48 - mmengine - INFO - Epoch(train) [238][2800/5005] lr: 3.7479e-04 eta: 15:39:24 time: 0.1787 data_time: 0.0085 loss: 1.2481 2023/03/26 23:14:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:15:07 - mmengine - INFO - Epoch(train) [238][2900/5005] lr: 3.7479e-04 eta: 15:39:06 time: 0.1784 data_time: 0.0086 loss: 1.2093 2023/03/26 23:15:25 - mmengine - INFO - Epoch(train) [238][3000/5005] lr: 3.7479e-04 eta: 15:38:48 time: 0.1781 data_time: 0.0087 loss: 1.2599 2023/03/26 23:15:44 - mmengine - INFO - Epoch(train) [238][3100/5005] lr: 3.7479e-04 eta: 15:38:30 time: 0.1786 data_time: 0.0090 loss: 1.3538 2023/03/26 23:16:03 - mmengine - INFO - Epoch(train) [238][3200/5005] lr: 3.7479e-04 eta: 15:38:12 time: 0.1791 data_time: 0.0084 loss: 1.1740 2023/03/26 23:16:21 - mmengine - INFO - Epoch(train) [238][3300/5005] lr: 3.7479e-04 eta: 15:37:54 time: 0.1786 data_time: 0.0084 loss: 1.3187 2023/03/26 23:16:40 - mmengine - INFO - Epoch(train) [238][3400/5005] lr: 3.7479e-04 eta: 15:37:36 time: 0.1779 data_time: 0.0086 loss: 1.1798 2023/03/26 23:16:58 - mmengine - INFO - Epoch(train) [238][3500/5005] lr: 3.7479e-04 eta: 15:37:18 time: 0.1794 data_time: 0.0090 loss: 1.1186 2023/03/26 23:17:17 - mmengine - INFO - Epoch(train) [238][3600/5005] lr: 3.7479e-04 eta: 15:37:00 time: 0.1790 data_time: 0.0087 loss: 1.1014 2023/03/26 23:17:36 - mmengine - INFO - Epoch(train) [238][3700/5005] lr: 3.7479e-04 eta: 15:36:41 time: 0.1776 data_time: 0.0087 loss: 1.1662 2023/03/26 23:17:54 - mmengine - INFO - Epoch(train) [238][3800/5005] lr: 3.7479e-04 eta: 15:36:23 time: 0.1789 data_time: 0.0090 loss: 1.2246 2023/03/26 23:17:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:18:13 - mmengine - INFO - Epoch(train) [238][3900/5005] lr: 3.7479e-04 eta: 15:36:05 time: 0.1783 data_time: 0.0088 loss: 0.9735 2023/03/26 23:18:31 - mmengine - INFO - Epoch(train) [238][4000/5005] lr: 3.7479e-04 eta: 15:35:47 time: 0.1785 data_time: 0.0088 loss: 1.1613 2023/03/26 23:18:50 - mmengine - INFO - Epoch(train) [238][4100/5005] lr: 3.7479e-04 eta: 15:35:29 time: 0.1784 data_time: 0.0086 loss: 1.1590 2023/03/26 23:19:09 - mmengine - INFO - Epoch(train) [238][4200/5005] lr: 3.7479e-04 eta: 15:35:11 time: 0.1785 data_time: 0.0085 loss: 1.2933 2023/03/26 23:19:27 - mmengine - INFO - Epoch(train) [238][4300/5005] lr: 3.7479e-04 eta: 15:34:53 time: 0.1985 data_time: 0.0084 loss: 1.1895 2023/03/26 23:19:46 - mmengine - INFO - Epoch(train) [238][4400/5005] lr: 3.7479e-04 eta: 15:34:35 time: 0.1987 data_time: 0.0085 loss: 0.9782 2023/03/26 23:20:05 - mmengine - INFO - Epoch(train) [238][4500/5005] lr: 3.7479e-04 eta: 15:34:17 time: 0.1773 data_time: 0.0086 loss: 1.1888 2023/03/26 23:20:23 - mmengine - INFO - Epoch(train) [238][4600/5005] lr: 3.7479e-04 eta: 15:33:59 time: 0.1787 data_time: 0.0087 loss: 1.1597 2023/03/26 23:20:42 - mmengine - INFO - Epoch(train) [238][4700/5005] lr: 3.7479e-04 eta: 15:33:41 time: 0.1774 data_time: 0.0083 loss: 1.1280 2023/03/26 23:21:00 - mmengine - INFO - Epoch(train) [238][4800/5005] lr: 3.7479e-04 eta: 15:33:23 time: 0.1784 data_time: 0.0086 loss: 1.1540 2023/03/26 23:21:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:21:19 - mmengine - INFO - Epoch(train) [238][4900/5005] lr: 3.7479e-04 eta: 15:33:05 time: 0.1796 data_time: 0.0088 loss: 1.1360 2023/03/26 23:21:38 - mmengine - INFO - Epoch(train) [238][5000/5005] lr: 3.7479e-04 eta: 15:32:47 time: 0.1746 data_time: 0.0085 loss: 1.0638 2023/03/26 23:21:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:21:39 - mmengine - INFO - Saving checkpoint at 238 epochs 2023/03/26 23:21:48 - mmengine - INFO - Epoch(val) [238][100/196] eta: 0:00:07 time: 0.0639 data_time: 0.0274 2023/03/26 23:22:16 - mmengine - INFO - Epoch(val) [238][196/196] accuracy/top1: 71.5020 accuracy/top5: 90.0980data_time: 0.0665 time: 0.0982 2023/03/26 23:22:35 - mmengine - INFO - Epoch(train) [239][ 100/5005] lr: 3.6730e-04 eta: 15:32:28 time: 0.1786 data_time: 0.0094 loss: 1.1213 2023/03/26 23:22:54 - mmengine - INFO - Epoch(train) [239][ 200/5005] lr: 3.6730e-04 eta: 15:32:10 time: 0.1783 data_time: 0.0089 loss: 1.2195 2023/03/26 23:23:13 - mmengine - INFO - Epoch(train) [239][ 300/5005] lr: 3.6730e-04 eta: 15:31:52 time: 0.1783 data_time: 0.0092 loss: 1.0426 2023/03/26 23:23:31 - mmengine - INFO - Epoch(train) [239][ 400/5005] lr: 3.6730e-04 eta: 15:31:34 time: 0.1799 data_time: 0.0089 loss: 1.2056 2023/03/26 23:23:50 - mmengine - INFO - Epoch(train) [239][ 500/5005] lr: 3.6730e-04 eta: 15:31:16 time: 0.1767 data_time: 0.0089 loss: 1.1480 2023/03/26 23:24:08 - mmengine - INFO - Epoch(train) [239][ 600/5005] lr: 3.6730e-04 eta: 15:30:58 time: 0.1786 data_time: 0.0088 loss: 1.1119 2023/03/26 23:24:27 - mmengine - INFO - Epoch(train) [239][ 700/5005] lr: 3.6730e-04 eta: 15:30:40 time: 0.1793 data_time: 0.0092 loss: 1.2489 2023/03/26 23:24:46 - mmengine - INFO - Epoch(train) [239][ 800/5005] lr: 3.6730e-04 eta: 15:30:22 time: 0.1789 data_time: 0.0088 loss: 1.0735 2023/03/26 23:24:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:25:04 - mmengine - INFO - Epoch(train) [239][ 900/5005] lr: 3.6730e-04 eta: 15:30:04 time: 0.1781 data_time: 0.0088 loss: 1.0509 2023/03/26 23:25:23 - mmengine - INFO - Epoch(train) [239][1000/5005] lr: 3.6730e-04 eta: 15:29:46 time: 0.1787 data_time: 0.0087 loss: 1.0602 2023/03/26 23:25:42 - mmengine - INFO - Epoch(train) [239][1100/5005] lr: 3.6730e-04 eta: 15:29:28 time: 0.2068 data_time: 0.0089 loss: 1.3027 2023/03/26 23:26:01 - mmengine - INFO - Epoch(train) [239][1200/5005] lr: 3.6730e-04 eta: 15:29:10 time: 0.1781 data_time: 0.0088 loss: 1.3601 2023/03/26 23:26:19 - mmengine - INFO - Epoch(train) [239][1300/5005] lr: 3.6730e-04 eta: 15:28:52 time: 0.1787 data_time: 0.0089 loss: 1.1676 2023/03/26 23:26:38 - mmengine - INFO - Epoch(train) [239][1400/5005] lr: 3.6730e-04 eta: 15:28:34 time: 0.1792 data_time: 0.0088 loss: 1.0849 2023/03/26 23:26:57 - mmengine - INFO - Epoch(train) [239][1500/5005] lr: 3.6730e-04 eta: 15:28:16 time: 0.1791 data_time: 0.0090 loss: 1.2662 2023/03/26 23:27:15 - mmengine - INFO - Epoch(train) [239][1600/5005] lr: 3.6730e-04 eta: 15:27:58 time: 0.1791 data_time: 0.0093 loss: 1.3638 2023/03/26 23:27:34 - mmengine - INFO - Epoch(train) [239][1700/5005] lr: 3.6730e-04 eta: 15:27:40 time: 0.1796 data_time: 0.0092 loss: 1.0587 2023/03/26 23:27:53 - mmengine - INFO - Epoch(train) [239][1800/5005] lr: 3.6730e-04 eta: 15:27:22 time: 0.1797 data_time: 0.0089 loss: 1.2233 2023/03/26 23:27:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:28:11 - mmengine - INFO - Epoch(train) [239][1900/5005] lr: 3.6730e-04 eta: 15:27:04 time: 0.1785 data_time: 0.0086 loss: 1.2717 2023/03/26 23:28:30 - mmengine - INFO - Epoch(train) [239][2000/5005] lr: 3.6730e-04 eta: 15:26:46 time: 0.1790 data_time: 0.0091 loss: 1.1267 2023/03/26 23:28:49 - mmengine - INFO - Epoch(train) [239][2100/5005] lr: 3.6730e-04 eta: 15:26:28 time: 0.1788 data_time: 0.0093 loss: 1.1296 2023/03/26 23:29:07 - mmengine - INFO - Epoch(train) [239][2200/5005] lr: 3.6730e-04 eta: 15:26:10 time: 0.1784 data_time: 0.0088 loss: 1.2602 2023/03/26 23:29:26 - mmengine - INFO - Epoch(train) [239][2300/5005] lr: 3.6730e-04 eta: 15:25:52 time: 0.1799 data_time: 0.0093 loss: 1.2362 2023/03/26 23:29:45 - mmengine - INFO - Epoch(train) [239][2400/5005] lr: 3.6730e-04 eta: 15:25:34 time: 0.1999 data_time: 0.0087 loss: 1.1084 2023/03/26 23:30:04 - mmengine - INFO - Epoch(train) [239][2500/5005] lr: 3.6730e-04 eta: 15:25:16 time: 0.1795 data_time: 0.0096 loss: 1.2124 2023/03/26 23:30:22 - mmengine - INFO - Epoch(train) [239][2600/5005] lr: 3.6730e-04 eta: 15:24:58 time: 0.1786 data_time: 0.0087 loss: 1.1248 2023/03/26 23:30:41 - mmengine - INFO - Epoch(train) [239][2700/5005] lr: 3.6730e-04 eta: 15:24:40 time: 0.1783 data_time: 0.0090 loss: 1.2210 2023/03/26 23:30:59 - mmengine - INFO - Epoch(train) [239][2800/5005] lr: 3.6730e-04 eta: 15:24:22 time: 0.1791 data_time: 0.0090 loss: 1.2748 2023/03/26 23:31:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:31:18 - mmengine - INFO - Epoch(train) [239][2900/5005] lr: 3.6730e-04 eta: 15:24:04 time: 0.2045 data_time: 0.0090 loss: 1.2149 2023/03/26 23:31:37 - mmengine - INFO - Epoch(train) [239][3000/5005] lr: 3.6730e-04 eta: 15:23:45 time: 0.1791 data_time: 0.0089 loss: 0.9800 2023/03/26 23:31:56 - mmengine - INFO - Epoch(train) [239][3100/5005] lr: 3.6730e-04 eta: 15:23:28 time: 0.1792 data_time: 0.0085 loss: 1.1193 2023/03/26 23:32:15 - mmengine - INFO - Epoch(train) [239][3200/5005] lr: 3.6730e-04 eta: 15:23:10 time: 0.1773 data_time: 0.0088 loss: 1.0475 2023/03/26 23:32:33 - mmengine - INFO - Epoch(train) [239][3300/5005] lr: 3.6730e-04 eta: 15:22:51 time: 0.1779 data_time: 0.0088 loss: 1.1898 2023/03/26 23:32:52 - mmengine - INFO - Epoch(train) [239][3400/5005] lr: 3.6730e-04 eta: 15:22:33 time: 0.1791 data_time: 0.0090 loss: 1.2706 2023/03/26 23:33:10 - mmengine - INFO - Epoch(train) [239][3500/5005] lr: 3.6730e-04 eta: 15:22:15 time: 0.1780 data_time: 0.0086 loss: 1.1018 2023/03/26 23:33:29 - mmengine - INFO - Epoch(train) [239][3600/5005] lr: 3.6730e-04 eta: 15:21:57 time: 0.1796 data_time: 0.0091 loss: 1.2869 2023/03/26 23:33:47 - mmengine - INFO - Epoch(train) [239][3700/5005] lr: 3.6730e-04 eta: 15:21:39 time: 0.1793 data_time: 0.0088 loss: 1.2496 2023/03/26 23:34:06 - mmengine - INFO - Epoch(train) [239][3800/5005] lr: 3.6730e-04 eta: 15:21:21 time: 0.1786 data_time: 0.0089 loss: 1.0360 2023/03/26 23:34:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:34:25 - mmengine - INFO - Epoch(train) [239][3900/5005] lr: 3.6730e-04 eta: 15:21:03 time: 0.1788 data_time: 0.0090 loss: 1.2701 2023/03/26 23:34:44 - mmengine - INFO - Epoch(train) [239][4000/5005] lr: 3.6730e-04 eta: 15:20:45 time: 0.1786 data_time: 0.0090 loss: 1.3345 2023/03/26 23:35:03 - mmengine - INFO - Epoch(train) [239][4100/5005] lr: 3.6730e-04 eta: 15:20:27 time: 0.1780 data_time: 0.0090 loss: 1.2696 2023/03/26 23:35:21 - mmengine - INFO - Epoch(train) [239][4200/5005] lr: 3.6730e-04 eta: 15:20:09 time: 0.1806 data_time: 0.0090 loss: 1.0162 2023/03/26 23:35:40 - mmengine - INFO - Epoch(train) [239][4300/5005] lr: 3.6730e-04 eta: 15:19:51 time: 0.1783 data_time: 0.0090 loss: 1.2889 2023/03/26 23:35:58 - mmengine - INFO - Epoch(train) [239][4400/5005] lr: 3.6730e-04 eta: 15:19:33 time: 0.1787 data_time: 0.0086 loss: 1.3377 2023/03/26 23:36:17 - mmengine - INFO - Epoch(train) [239][4500/5005] lr: 3.6730e-04 eta: 15:19:15 time: 0.1791 data_time: 0.0089 loss: 1.1644 2023/03/26 23:36:36 - mmengine - INFO - Epoch(train) [239][4600/5005] lr: 3.6730e-04 eta: 15:18:57 time: 0.1762 data_time: 0.0083 loss: 0.9990 2023/03/26 23:36:54 - mmengine - INFO - Epoch(train) [239][4700/5005] lr: 3.6730e-04 eta: 15:18:39 time: 0.1780 data_time: 0.0089 loss: 1.4035 2023/03/26 23:37:13 - mmengine - INFO - Epoch(train) [239][4800/5005] lr: 3.6730e-04 eta: 15:18:21 time: 0.1782 data_time: 0.0091 loss: 1.0846 2023/03/26 23:37:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:37:32 - mmengine - INFO - Epoch(train) [239][4900/5005] lr: 3.6730e-04 eta: 15:18:03 time: 0.2009 data_time: 0.0086 loss: 1.0702 2023/03/26 23:37:51 - mmengine - INFO - Epoch(train) [239][5000/5005] lr: 3.6730e-04 eta: 15:17:45 time: 0.1770 data_time: 0.0090 loss: 1.3521 2023/03/26 23:37:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:37:52 - mmengine - INFO - Saving checkpoint at 239 epochs 2023/03/26 23:38:00 - mmengine - INFO - Epoch(val) [239][100/196] eta: 0:00:07 time: 0.0641 data_time: 0.0274 2023/03/26 23:38:29 - mmengine - INFO - Epoch(val) [239][196/196] accuracy/top1: 71.4800 accuracy/top5: 90.1200data_time: 0.0671 time: 0.0985 2023/03/26 23:38:48 - mmengine - INFO - Epoch(train) [240][ 100/5005] lr: 3.5995e-04 eta: 15:17:26 time: 0.1773 data_time: 0.0086 loss: 1.1886 2023/03/26 23:39:07 - mmengine - INFO - Epoch(train) [240][ 200/5005] lr: 3.5995e-04 eta: 15:17:08 time: 0.1770 data_time: 0.0084 loss: 1.3384 2023/03/26 23:39:25 - mmengine - INFO - Epoch(train) [240][ 300/5005] lr: 3.5995e-04 eta: 15:16:50 time: 0.1790 data_time: 0.0088 loss: 1.1717 2023/03/26 23:39:44 - mmengine - INFO - Epoch(train) [240][ 400/5005] lr: 3.5995e-04 eta: 15:16:32 time: 0.2061 data_time: 0.0090 loss: 1.1016 2023/03/26 23:40:02 - mmengine - INFO - Epoch(train) [240][ 500/5005] lr: 3.5995e-04 eta: 15:16:14 time: 0.1779 data_time: 0.0089 loss: 1.1894 2023/03/26 23:40:21 - mmengine - INFO - Epoch(train) [240][ 600/5005] lr: 3.5995e-04 eta: 15:15:56 time: 0.1782 data_time: 0.0089 loss: 1.0525 2023/03/26 23:40:40 - mmengine - INFO - Epoch(train) [240][ 700/5005] lr: 3.5995e-04 eta: 15:15:38 time: 0.2052 data_time: 0.0087 loss: 1.1013 2023/03/26 23:40:58 - mmengine - INFO - Epoch(train) [240][ 800/5005] lr: 3.5995e-04 eta: 15:15:20 time: 0.1767 data_time: 0.0085 loss: 1.1243 2023/03/26 23:40:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:41:17 - mmengine - INFO - Epoch(train) [240][ 900/5005] lr: 3.5995e-04 eta: 15:15:02 time: 0.1769 data_time: 0.0085 loss: 1.1487 2023/03/26 23:41:35 - mmengine - INFO - Epoch(train) [240][1000/5005] lr: 3.5995e-04 eta: 15:14:44 time: 0.1775 data_time: 0.0086 loss: 1.1632 2023/03/26 23:41:54 - mmengine - INFO - Epoch(train) [240][1100/5005] lr: 3.5995e-04 eta: 15:14:26 time: 0.1777 data_time: 0.0086 loss: 1.2268 2023/03/26 23:42:12 - mmengine - INFO - Epoch(train) [240][1200/5005] lr: 3.5995e-04 eta: 15:14:08 time: 0.1762 data_time: 0.0083 loss: 1.0544 2023/03/26 23:42:31 - mmengine - INFO - Epoch(train) [240][1300/5005] lr: 3.5995e-04 eta: 15:13:50 time: 0.1772 data_time: 0.0085 loss: 1.2400 2023/03/26 23:42:50 - mmengine - INFO - Epoch(train) [240][1400/5005] lr: 3.5995e-04 eta: 15:13:32 time: 0.1782 data_time: 0.0084 loss: 1.1978 2023/03/26 23:43:08 - mmengine - INFO - Epoch(train) [240][1500/5005] lr: 3.5995e-04 eta: 15:13:14 time: 0.1790 data_time: 0.0086 loss: 1.1294 2023/03/26 23:43:27 - mmengine - INFO - Epoch(train) [240][1600/5005] lr: 3.5995e-04 eta: 15:12:56 time: 0.1777 data_time: 0.0088 loss: 1.0776 2023/03/26 23:43:46 - mmengine - INFO - Epoch(train) [240][1700/5005] lr: 3.5995e-04 eta: 15:12:37 time: 0.1779 data_time: 0.0086 loss: 1.1786 2023/03/26 23:44:04 - mmengine - INFO - Epoch(train) [240][1800/5005] lr: 3.5995e-04 eta: 15:12:19 time: 0.1784 data_time: 0.0089 loss: 1.2152 2023/03/26 23:44:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:44:23 - mmengine - INFO - Epoch(train) [240][1900/5005] lr: 3.5995e-04 eta: 15:12:01 time: 0.1810 data_time: 0.0086 loss: 1.1936 2023/03/26 23:44:41 - mmengine - INFO - Epoch(train) [240][2000/5005] lr: 3.5995e-04 eta: 15:11:43 time: 0.1796 data_time: 0.0084 loss: 1.0695 2023/03/26 23:45:00 - mmengine - INFO - Epoch(train) [240][2100/5005] lr: 3.5995e-04 eta: 15:11:25 time: 0.2056 data_time: 0.0086 loss: 1.0737 2023/03/26 23:45:18 - mmengine - INFO - Epoch(train) [240][2200/5005] lr: 3.5995e-04 eta: 15:11:07 time: 0.1803 data_time: 0.0092 loss: 1.2876 2023/03/26 23:45:37 - mmengine - INFO - Epoch(train) [240][2300/5005] lr: 3.5995e-04 eta: 15:10:49 time: 0.1783 data_time: 0.0087 loss: 1.0996 2023/03/26 23:45:56 - mmengine - INFO - Epoch(train) [240][2400/5005] lr: 3.5995e-04 eta: 15:10:31 time: 0.1775 data_time: 0.0087 loss: 1.1426 2023/03/26 23:46:14 - mmengine - INFO - Epoch(train) [240][2500/5005] lr: 3.5995e-04 eta: 15:10:13 time: 0.1769 data_time: 0.0088 loss: 1.4747 2023/03/26 23:46:33 - mmengine - INFO - Epoch(train) [240][2600/5005] lr: 3.5995e-04 eta: 15:09:55 time: 0.1783 data_time: 0.0086 loss: 1.1828 2023/03/26 23:46:51 - mmengine - INFO - Epoch(train) [240][2700/5005] lr: 3.5995e-04 eta: 15:09:37 time: 0.1800 data_time: 0.0090 loss: 0.9830 2023/03/26 23:47:10 - mmengine - INFO - Epoch(train) [240][2800/5005] lr: 3.5995e-04 eta: 15:09:19 time: 0.1783 data_time: 0.0088 loss: 1.2220 2023/03/26 23:47:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:47:28 - mmengine - INFO - Epoch(train) [240][2900/5005] lr: 3.5995e-04 eta: 15:09:01 time: 0.1788 data_time: 0.0087 loss: 1.1949 2023/03/26 23:47:47 - mmengine - INFO - Epoch(train) [240][3000/5005] lr: 3.5995e-04 eta: 15:08:43 time: 0.1780 data_time: 0.0084 loss: 1.1089 2023/03/26 23:48:06 - mmengine - INFO - Epoch(train) [240][3100/5005] lr: 3.5995e-04 eta: 15:08:25 time: 0.1782 data_time: 0.0087 loss: 1.1534 2023/03/26 23:48:24 - mmengine - INFO - Epoch(train) [240][3200/5005] lr: 3.5995e-04 eta: 15:08:07 time: 0.1787 data_time: 0.0087 loss: 1.1165 2023/03/26 23:48:43 - mmengine - INFO - Epoch(train) [240][3300/5005] lr: 3.5995e-04 eta: 15:07:49 time: 0.1787 data_time: 0.0089 loss: 1.2339 2023/03/26 23:49:01 - mmengine - INFO - Epoch(train) [240][3400/5005] lr: 3.5995e-04 eta: 15:07:31 time: 0.1781 data_time: 0.0086 loss: 1.3525 2023/03/26 23:49:20 - mmengine - INFO - Epoch(train) [240][3500/5005] lr: 3.5995e-04 eta: 15:07:13 time: 0.1778 data_time: 0.0087 loss: 1.2422 2023/03/26 23:49:38 - mmengine - INFO - Epoch(train) [240][3600/5005] lr: 3.5995e-04 eta: 15:06:55 time: 0.1790 data_time: 0.0091 loss: 1.2665 2023/03/26 23:49:57 - mmengine - INFO - Epoch(train) [240][3700/5005] lr: 3.5995e-04 eta: 15:06:37 time: 0.1781 data_time: 0.0090 loss: 1.0803 2023/03/26 23:50:16 - mmengine - INFO - Epoch(train) [240][3800/5005] lr: 3.5995e-04 eta: 15:06:19 time: 0.1781 data_time: 0.0087 loss: 1.1013 2023/03/26 23:50:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:50:35 - mmengine - INFO - Epoch(train) [240][3900/5005] lr: 3.5995e-04 eta: 15:06:01 time: 0.1947 data_time: 0.0084 loss: 1.3292 2023/03/26 23:50:53 - mmengine - INFO - Epoch(train) [240][4000/5005] lr: 3.5995e-04 eta: 15:05:42 time: 0.1774 data_time: 0.0088 loss: 1.1536 2023/03/26 23:51:11 - mmengine - INFO - Epoch(train) [240][4100/5005] lr: 3.5995e-04 eta: 15:05:24 time: 0.1778 data_time: 0.0084 loss: 1.2886 2023/03/26 23:51:30 - mmengine - INFO - Epoch(train) [240][4200/5005] lr: 3.5995e-04 eta: 15:05:06 time: 0.1777 data_time: 0.0087 loss: 1.1005 2023/03/26 23:51:49 - mmengine - INFO - Epoch(train) [240][4300/5005] lr: 3.5995e-04 eta: 15:04:48 time: 0.1800 data_time: 0.0090 loss: 1.1741 2023/03/26 23:52:07 - mmengine - INFO - Epoch(train) [240][4400/5005] lr: 3.5995e-04 eta: 15:04:30 time: 0.1786 data_time: 0.0092 loss: 1.3561 2023/03/26 23:52:26 - mmengine - INFO - Epoch(train) [240][4500/5005] lr: 3.5995e-04 eta: 15:04:12 time: 0.1775 data_time: 0.0088 loss: 1.0983 2023/03/26 23:52:45 - mmengine - INFO - Epoch(train) [240][4600/5005] lr: 3.5995e-04 eta: 15:03:54 time: 0.1794 data_time: 0.0090 loss: 1.2671 2023/03/26 23:53:03 - mmengine - INFO - Epoch(train) [240][4700/5005] lr: 3.5995e-04 eta: 15:03:36 time: 0.1783 data_time: 0.0088 loss: 1.2572 2023/03/26 23:53:22 - mmengine - INFO - Epoch(train) [240][4800/5005] lr: 3.5995e-04 eta: 15:03:18 time: 0.1786 data_time: 0.0090 loss: 1.1843 2023/03/26 23:53:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:53:40 - mmengine - INFO - Epoch(train) [240][4900/5005] lr: 3.5995e-04 eta: 15:03:00 time: 0.1783 data_time: 0.0087 loss: 1.3087 2023/03/26 23:53:59 - mmengine - INFO - Epoch(train) [240][5000/5005] lr: 3.5995e-04 eta: 15:02:42 time: 0.1750 data_time: 0.0088 loss: 1.1495 2023/03/26 23:54:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:54:00 - mmengine - INFO - Saving checkpoint at 240 epochs 2023/03/26 23:54:08 - mmengine - INFO - Epoch(val) [240][100/196] eta: 0:00:07 time: 0.0642 data_time: 0.0268 2023/03/26 23:54:38 - mmengine - INFO - Epoch(val) [240][196/196] accuracy/top1: 71.4140 accuracy/top5: 90.0920data_time: 0.0501 time: 0.0824 2023/03/26 23:54:58 - mmengine - INFO - Epoch(train) [241][ 100/5005] lr: 3.5275e-04 eta: 15:02:23 time: 0.1785 data_time: 0.0086 loss: 1.2476 2023/03/26 23:55:16 - mmengine - INFO - Epoch(train) [241][ 200/5005] lr: 3.5275e-04 eta: 15:02:05 time: 0.2001 data_time: 0.0086 loss: 1.1591 2023/03/26 23:55:35 - mmengine - INFO - Epoch(train) [241][ 300/5005] lr: 3.5275e-04 eta: 15:01:47 time: 0.2037 data_time: 0.0083 loss: 1.2589 2023/03/26 23:55:54 - mmengine - INFO - Epoch(train) [241][ 400/5005] lr: 3.5275e-04 eta: 15:01:29 time: 0.1779 data_time: 0.0084 loss: 1.1699 2023/03/26 23:56:12 - mmengine - INFO - Epoch(train) [241][ 500/5005] lr: 3.5275e-04 eta: 15:01:11 time: 0.1778 data_time: 0.0086 loss: 1.1983 2023/03/26 23:56:31 - mmengine - INFO - Epoch(train) [241][ 600/5005] lr: 3.5275e-04 eta: 15:00:53 time: 0.1779 data_time: 0.0084 loss: 1.3258 2023/03/26 23:56:49 - mmengine - INFO - Epoch(train) [241][ 700/5005] lr: 3.5275e-04 eta: 15:00:35 time: 0.1790 data_time: 0.0087 loss: 1.2428 2023/03/26 23:57:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/26 23:57:08 - mmengine - INFO - Epoch(train) [241][ 800/5005] lr: 3.5275e-04 eta: 15:00:17 time: 0.1788 data_time: 0.0089 loss: 1.1920 2023/03/26 23:57:26 - mmengine - INFO - Epoch(train) [241][ 900/5005] lr: 3.5275e-04 eta: 14:59:59 time: 0.1785 data_time: 0.0085 loss: 1.3419 2023/03/26 23:57:45 - mmengine - INFO - Epoch(train) [241][1000/5005] lr: 3.5275e-04 eta: 14:59:41 time: 0.1919 data_time: 0.0086 loss: 1.1962 2023/03/26 23:58:04 - mmengine - INFO - Epoch(train) [241][1100/5005] lr: 3.5275e-04 eta: 14:59:23 time: 0.1962 data_time: 0.0084 loss: 1.2858 2023/03/26 23:58:22 - mmengine - INFO - Epoch(train) [241][1200/5005] lr: 3.5275e-04 eta: 14:59:05 time: 0.1791 data_time: 0.0089 loss: 1.1863 2023/03/26 23:58:41 - mmengine - INFO - Epoch(train) [241][1300/5005] lr: 3.5275e-04 eta: 14:58:47 time: 0.1782 data_time: 0.0083 loss: 1.1400 2023/03/26 23:58:59 - mmengine - INFO - Epoch(train) [241][1400/5005] lr: 3.5275e-04 eta: 14:58:29 time: 0.1783 data_time: 0.0086 loss: 1.1013 2023/03/26 23:59:18 - mmengine - INFO - Epoch(train) [241][1500/5005] lr: 3.5275e-04 eta: 14:58:11 time: 0.1786 data_time: 0.0085 loss: 1.2229 2023/03/26 23:59:36 - mmengine - INFO - Epoch(train) [241][1600/5005] lr: 3.5275e-04 eta: 14:57:53 time: 0.1789 data_time: 0.0085 loss: 1.1031 2023/03/26 23:59:55 - mmengine - INFO - Epoch(train) [241][1700/5005] lr: 3.5275e-04 eta: 14:57:35 time: 0.1787 data_time: 0.0090 loss: 1.2310 2023/03/27 00:00:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:00:14 - mmengine - INFO - Epoch(train) [241][1800/5005] lr: 3.5275e-04 eta: 14:57:17 time: 0.1782 data_time: 0.0085 loss: 1.1181 2023/03/27 00:00:32 - mmengine - INFO - Epoch(train) [241][1900/5005] lr: 3.5275e-04 eta: 14:56:59 time: 0.1788 data_time: 0.0091 loss: 1.1447 2023/03/27 00:00:51 - mmengine - INFO - Epoch(train) [241][2000/5005] lr: 3.5275e-04 eta: 14:56:41 time: 0.1805 data_time: 0.0088 loss: 1.2010 2023/03/27 00:01:10 - mmengine - INFO - Epoch(train) [241][2100/5005] lr: 3.5275e-04 eta: 14:56:23 time: 0.1999 data_time: 0.0088 loss: 1.2268 2023/03/27 00:01:28 - mmengine - INFO - Epoch(train) [241][2200/5005] lr: 3.5275e-04 eta: 14:56:04 time: 0.1787 data_time: 0.0084 loss: 1.1721 2023/03/27 00:01:47 - mmengine - INFO - Epoch(train) [241][2300/5005] lr: 3.5275e-04 eta: 14:55:46 time: 0.1777 data_time: 0.0085 loss: 1.0545 2023/03/27 00:02:05 - mmengine - INFO - Epoch(train) [241][2400/5005] lr: 3.5275e-04 eta: 14:55:28 time: 0.1781 data_time: 0.0085 loss: 1.2458 2023/03/27 00:02:24 - mmengine - INFO - Epoch(train) [241][2500/5005] lr: 3.5275e-04 eta: 14:55:10 time: 0.1800 data_time: 0.0083 loss: 1.1192 2023/03/27 00:02:43 - mmengine - INFO - Epoch(train) [241][2600/5005] lr: 3.5275e-04 eta: 14:54:52 time: 0.1791 data_time: 0.0089 loss: 1.0026 2023/03/27 00:03:01 - mmengine - INFO - Epoch(train) [241][2700/5005] lr: 3.5275e-04 eta: 14:54:34 time: 0.1797 data_time: 0.0090 loss: 1.1075 2023/03/27 00:03:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:03:20 - mmengine - INFO - Epoch(train) [241][2800/5005] lr: 3.5275e-04 eta: 14:54:16 time: 0.1784 data_time: 0.0086 loss: 1.1327 2023/03/27 00:03:38 - mmengine - INFO - Epoch(train) [241][2900/5005] lr: 3.5275e-04 eta: 14:53:58 time: 0.1800 data_time: 0.0089 loss: 1.0841 2023/03/27 00:03:57 - mmengine - INFO - Epoch(train) [241][3000/5005] lr: 3.5275e-04 eta: 14:53:40 time: 0.1788 data_time: 0.0086 loss: 1.1812 2023/03/27 00:04:16 - mmengine - INFO - Epoch(train) [241][3100/5005] lr: 3.5275e-04 eta: 14:53:22 time: 0.1790 data_time: 0.0087 loss: 1.3663 2023/03/27 00:04:34 - mmengine - INFO - Epoch(train) [241][3200/5005] lr: 3.5275e-04 eta: 14:53:04 time: 0.1794 data_time: 0.0088 loss: 1.0952 2023/03/27 00:04:53 - mmengine - INFO - Epoch(train) [241][3300/5005] lr: 3.5275e-04 eta: 14:52:46 time: 0.2009 data_time: 0.0085 loss: 1.2328 2023/03/27 00:05:12 - mmengine - INFO - Epoch(train) [241][3400/5005] lr: 3.5275e-04 eta: 14:52:28 time: 0.1772 data_time: 0.0081 loss: 1.2391 2023/03/27 00:05:30 - mmengine - INFO - Epoch(train) [241][3500/5005] lr: 3.5275e-04 eta: 14:52:10 time: 0.1790 data_time: 0.0087 loss: 1.2657 2023/03/27 00:05:49 - mmengine - INFO - Epoch(train) [241][3600/5005] lr: 3.5275e-04 eta: 14:51:52 time: 0.1788 data_time: 0.0085 loss: 1.3769 2023/03/27 00:06:07 - mmengine - INFO - Epoch(train) [241][3700/5005] lr: 3.5275e-04 eta: 14:51:34 time: 0.1791 data_time: 0.0085 loss: 1.1795 2023/03/27 00:06:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:06:26 - mmengine - INFO - Epoch(train) [241][3800/5005] lr: 3.5275e-04 eta: 14:51:16 time: 0.1784 data_time: 0.0085 loss: 1.1523 2023/03/27 00:06:45 - mmengine - INFO - Epoch(train) [241][3900/5005] lr: 3.5275e-04 eta: 14:50:58 time: 0.1782 data_time: 0.0087 loss: 1.0754 2023/03/27 00:07:03 - mmengine - INFO - Epoch(train) [241][4000/5005] lr: 3.5275e-04 eta: 14:50:40 time: 0.1782 data_time: 0.0085 loss: 1.1745 2023/03/27 00:07:22 - mmengine - INFO - Epoch(train) [241][4100/5005] lr: 3.5275e-04 eta: 14:50:22 time: 0.1781 data_time: 0.0085 loss: 1.2009 2023/03/27 00:07:41 - mmengine - INFO - Epoch(train) [241][4200/5005] lr: 3.5275e-04 eta: 14:50:04 time: 0.1825 data_time: 0.0086 loss: 1.1514 2023/03/27 00:07:59 - mmengine - INFO - Epoch(train) [241][4300/5005] lr: 3.5275e-04 eta: 14:49:46 time: 0.1784 data_time: 0.0085 loss: 1.0638 2023/03/27 00:08:17 - mmengine - INFO - Epoch(train) [241][4400/5005] lr: 3.5275e-04 eta: 14:49:28 time: 0.1784 data_time: 0.0085 loss: 1.1013 2023/03/27 00:08:36 - mmengine - INFO - Epoch(train) [241][4500/5005] lr: 3.5275e-04 eta: 14:49:10 time: 0.1792 data_time: 0.0089 loss: 1.1810 2023/03/27 00:08:55 - mmengine - INFO - Epoch(train) [241][4600/5005] lr: 3.5275e-04 eta: 14:48:52 time: 0.1793 data_time: 0.0093 loss: 1.2313 2023/03/27 00:09:13 - mmengine - INFO - Epoch(train) [241][4700/5005] lr: 3.5275e-04 eta: 14:48:34 time: 0.1784 data_time: 0.0087 loss: 1.1871 2023/03/27 00:09:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:09:32 - mmengine - INFO - Epoch(train) [241][4800/5005] lr: 3.5275e-04 eta: 14:48:16 time: 0.1773 data_time: 0.0087 loss: 1.2677 2023/03/27 00:09:50 - mmengine - INFO - Epoch(train) [241][4900/5005] lr: 3.5275e-04 eta: 14:47:58 time: 0.1797 data_time: 0.0086 loss: 1.1074 2023/03/27 00:10:09 - mmengine - INFO - Epoch(train) [241][5000/5005] lr: 3.5275e-04 eta: 14:47:40 time: 0.1756 data_time: 0.0087 loss: 1.1916 2023/03/27 00:10:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:10:11 - mmengine - INFO - Saving checkpoint at 241 epochs 2023/03/27 00:10:19 - mmengine - INFO - Epoch(val) [241][100/196] eta: 0:00:07 time: 0.0646 data_time: 0.0269 2023/03/27 00:10:48 - mmengine - INFO - Epoch(val) [241][196/196] accuracy/top1: 71.4740 accuracy/top5: 90.2140data_time: 0.0692 time: 0.1029 2023/03/27 00:11:08 - mmengine - INFO - Epoch(train) [242][ 100/5005] lr: 3.4570e-04 eta: 14:47:21 time: 0.1795 data_time: 0.0093 loss: 1.1041 2023/03/27 00:11:26 - mmengine - INFO - Epoch(train) [242][ 200/5005] lr: 3.4570e-04 eta: 14:47:03 time: 0.1803 data_time: 0.0097 loss: 1.3004 2023/03/27 00:11:45 - mmengine - INFO - Epoch(train) [242][ 300/5005] lr: 3.4570e-04 eta: 14:46:45 time: 0.1798 data_time: 0.0093 loss: 1.2273 2023/03/27 00:12:03 - mmengine - INFO - Epoch(train) [242][ 400/5005] lr: 3.4570e-04 eta: 14:46:27 time: 0.1796 data_time: 0.0090 loss: 1.4220 2023/03/27 00:12:22 - mmengine - INFO - Epoch(train) [242][ 500/5005] lr: 3.4570e-04 eta: 14:46:09 time: 0.1776 data_time: 0.0086 loss: 1.0345 2023/03/27 00:12:41 - mmengine - INFO - Epoch(train) [242][ 600/5005] lr: 3.4570e-04 eta: 14:45:51 time: 0.1798 data_time: 0.0093 loss: 1.3031 2023/03/27 00:12:59 - mmengine - INFO - Epoch(train) [242][ 700/5005] lr: 3.4570e-04 eta: 14:45:33 time: 0.1796 data_time: 0.0093 loss: 1.0867 2023/03/27 00:13:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:13:18 - mmengine - INFO - Epoch(train) [242][ 800/5005] lr: 3.4570e-04 eta: 14:45:15 time: 0.1759 data_time: 0.0093 loss: 1.1809 2023/03/27 00:13:36 - mmengine - INFO - Epoch(train) [242][ 900/5005] lr: 3.4570e-04 eta: 14:44:57 time: 0.1794 data_time: 0.0091 loss: 1.0731 2023/03/27 00:13:55 - mmengine - INFO - Epoch(train) [242][1000/5005] lr: 3.4570e-04 eta: 14:44:38 time: 0.1771 data_time: 0.0086 loss: 1.2876 2023/03/27 00:14:14 - mmengine - INFO - Epoch(train) [242][1100/5005] lr: 3.4570e-04 eta: 14:44:21 time: 0.1792 data_time: 0.0092 loss: 1.3191 2023/03/27 00:14:33 - mmengine - INFO - Epoch(train) [242][1200/5005] lr: 3.4570e-04 eta: 14:44:02 time: 0.1783 data_time: 0.0092 loss: 1.0753 2023/03/27 00:14:52 - mmengine - INFO - Epoch(train) [242][1300/5005] lr: 3.4570e-04 eta: 14:43:45 time: 0.1797 data_time: 0.0092 loss: 1.1337 2023/03/27 00:15:10 - mmengine - INFO - Epoch(train) [242][1400/5005] lr: 3.4570e-04 eta: 14:43:26 time: 0.1801 data_time: 0.0092 loss: 1.2491 2023/03/27 00:15:29 - mmengine - INFO - Epoch(train) [242][1500/5005] lr: 3.4570e-04 eta: 14:43:08 time: 0.1791 data_time: 0.0091 loss: 1.0041 2023/03/27 00:15:47 - mmengine - INFO - Epoch(train) [242][1600/5005] lr: 3.4570e-04 eta: 14:42:50 time: 0.1778 data_time: 0.0088 loss: 1.0769 2023/03/27 00:16:06 - mmengine - INFO - Epoch(train) [242][1700/5005] lr: 3.4570e-04 eta: 14:42:32 time: 0.1782 data_time: 0.0090 loss: 1.2646 2023/03/27 00:16:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:16:24 - mmengine - INFO - Epoch(train) [242][1800/5005] lr: 3.4570e-04 eta: 14:42:14 time: 0.1787 data_time: 0.0091 loss: 1.3215 2023/03/27 00:16:43 - mmengine - INFO - Epoch(train) [242][1900/5005] lr: 3.4570e-04 eta: 14:41:56 time: 0.2219 data_time: 0.0089 loss: 1.1822 2023/03/27 00:17:02 - mmengine - INFO - Epoch(train) [242][2000/5005] lr: 3.4570e-04 eta: 14:41:38 time: 0.1794 data_time: 0.0091 loss: 1.2480 2023/03/27 00:17:21 - mmengine - INFO - Epoch(train) [242][2100/5005] lr: 3.4570e-04 eta: 14:41:20 time: 0.1776 data_time: 0.0089 loss: 1.0727 2023/03/27 00:17:39 - mmengine - INFO - Epoch(train) [242][2200/5005] lr: 3.4570e-04 eta: 14:41:02 time: 0.1792 data_time: 0.0090 loss: 1.1212 2023/03/27 00:17:58 - mmengine - INFO - Epoch(train) [242][2300/5005] lr: 3.4570e-04 eta: 14:40:44 time: 0.1794 data_time: 0.0092 loss: 1.1575 2023/03/27 00:18:17 - mmengine - INFO - Epoch(train) [242][2400/5005] lr: 3.4570e-04 eta: 14:40:26 time: 0.1795 data_time: 0.0091 loss: 1.1710 2023/03/27 00:18:35 - mmengine - INFO - Epoch(train) [242][2500/5005] lr: 3.4570e-04 eta: 14:40:08 time: 0.1796 data_time: 0.0088 loss: 1.4131 2023/03/27 00:18:54 - mmengine - INFO - Epoch(train) [242][2600/5005] lr: 3.4570e-04 eta: 14:39:50 time: 0.1786 data_time: 0.0091 loss: 1.0272 2023/03/27 00:19:12 - mmengine - INFO - Epoch(train) [242][2700/5005] lr: 3.4570e-04 eta: 14:39:32 time: 0.1791 data_time: 0.0094 loss: 0.9695 2023/03/27 00:19:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:19:31 - mmengine - INFO - Epoch(train) [242][2800/5005] lr: 3.4570e-04 eta: 14:39:14 time: 0.1787 data_time: 0.0093 loss: 1.2105 2023/03/27 00:19:50 - mmengine - INFO - Epoch(train) [242][2900/5005] lr: 3.4570e-04 eta: 14:38:56 time: 0.1795 data_time: 0.0092 loss: 1.2723 2023/03/27 00:20:09 - mmengine - INFO - Epoch(train) [242][3000/5005] lr: 3.4570e-04 eta: 14:38:38 time: 0.1795 data_time: 0.0089 loss: 1.1352 2023/03/27 00:20:28 - mmengine - INFO - Epoch(train) [242][3100/5005] lr: 3.4570e-04 eta: 14:38:20 time: 0.1807 data_time: 0.0091 loss: 1.3182 2023/03/27 00:20:46 - mmengine - INFO - Epoch(train) [242][3200/5005] lr: 3.4570e-04 eta: 14:38:02 time: 0.1784 data_time: 0.0090 loss: 1.2009 2023/03/27 00:21:05 - mmengine - INFO - Epoch(train) [242][3300/5005] lr: 3.4570e-04 eta: 14:37:44 time: 0.1788 data_time: 0.0088 loss: 1.2023 2023/03/27 00:21:23 - mmengine - INFO - Epoch(train) [242][3400/5005] lr: 3.4570e-04 eta: 14:37:26 time: 0.1787 data_time: 0.0089 loss: 1.2109 2023/03/27 00:21:42 - mmengine - INFO - Epoch(train) [242][3500/5005] lr: 3.4570e-04 eta: 14:37:08 time: 0.1796 data_time: 0.0091 loss: 1.1221 2023/03/27 00:22:01 - mmengine - INFO - Epoch(train) [242][3600/5005] lr: 3.4570e-04 eta: 14:36:50 time: 0.1798 data_time: 0.0087 loss: 1.2397 2023/03/27 00:22:19 - mmengine - INFO - Epoch(train) [242][3700/5005] lr: 3.4570e-04 eta: 14:36:32 time: 0.1787 data_time: 0.0086 loss: 1.1167 2023/03/27 00:22:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:22:38 - mmengine - INFO - Epoch(train) [242][3800/5005] lr: 3.4570e-04 eta: 14:36:14 time: 0.1786 data_time: 0.0091 loss: 1.1332 2023/03/27 00:22:57 - mmengine - INFO - Epoch(train) [242][3900/5005] lr: 3.4570e-04 eta: 14:35:56 time: 0.1784 data_time: 0.0092 loss: 1.1851 2023/03/27 00:23:16 - mmengine - INFO - Epoch(train) [242][4000/5005] lr: 3.4570e-04 eta: 14:35:38 time: 0.1789 data_time: 0.0090 loss: 1.1220 2023/03/27 00:23:34 - mmengine - INFO - Epoch(train) [242][4100/5005] lr: 3.4570e-04 eta: 14:35:20 time: 0.1797 data_time: 0.0092 loss: 1.1577 2023/03/27 00:23:53 - mmengine - INFO - Epoch(train) [242][4200/5005] lr: 3.4570e-04 eta: 14:35:02 time: 0.1780 data_time: 0.0088 loss: 1.1983 2023/03/27 00:24:11 - mmengine - INFO - Epoch(train) [242][4300/5005] lr: 3.4570e-04 eta: 14:34:44 time: 0.1788 data_time: 0.0088 loss: 1.1354 2023/03/27 00:24:30 - mmengine - INFO - Epoch(train) [242][4400/5005] lr: 3.4570e-04 eta: 14:34:26 time: 0.1803 data_time: 0.0093 loss: 1.2530 2023/03/27 00:24:49 - mmengine - INFO - Epoch(train) [242][4500/5005] lr: 3.4570e-04 eta: 14:34:08 time: 0.1791 data_time: 0.0091 loss: 1.0465 2023/03/27 00:25:08 - mmengine - INFO - Epoch(train) [242][4600/5005] lr: 3.4570e-04 eta: 14:33:50 time: 0.1798 data_time: 0.0090 loss: 1.1802 2023/03/27 00:25:26 - mmengine - INFO - Epoch(train) [242][4700/5005] lr: 3.4570e-04 eta: 14:33:32 time: 0.1788 data_time: 0.0090 loss: 1.3454 2023/03/27 00:25:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:25:45 - mmengine - INFO - Epoch(train) [242][4800/5005] lr: 3.4570e-04 eta: 14:33:14 time: 0.1828 data_time: 0.0096 loss: 1.1226 2023/03/27 00:26:04 - mmengine - INFO - Epoch(train) [242][4900/5005] lr: 3.4570e-04 eta: 14:32:56 time: 0.1795 data_time: 0.0093 loss: 1.1336 2023/03/27 00:26:22 - mmengine - INFO - Epoch(train) [242][5000/5005] lr: 3.4570e-04 eta: 14:32:38 time: 0.1752 data_time: 0.0088 loss: 1.0549 2023/03/27 00:26:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:26:24 - mmengine - INFO - Saving checkpoint at 242 epochs 2023/03/27 00:26:32 - mmengine - INFO - Epoch(val) [242][100/196] eta: 0:00:07 time: 0.0642 data_time: 0.0261 2023/03/27 00:27:02 - mmengine - INFO - Epoch(val) [242][196/196] accuracy/top1: 71.3860 accuracy/top5: 90.2400data_time: 0.0680 time: 0.1014 2023/03/27 00:27:21 - mmengine - INFO - Epoch(train) [243][ 100/5005] lr: 3.3878e-04 eta: 14:32:19 time: 0.1782 data_time: 0.0091 loss: 1.2849 2023/03/27 00:27:40 - mmengine - INFO - Epoch(train) [243][ 200/5005] lr: 3.3878e-04 eta: 14:32:01 time: 0.1787 data_time: 0.0092 loss: 1.3378 2023/03/27 00:27:59 - mmengine - INFO - Epoch(train) [243][ 300/5005] lr: 3.3878e-04 eta: 14:31:43 time: 0.1819 data_time: 0.0095 loss: 1.2585 2023/03/27 00:28:17 - mmengine - INFO - Epoch(train) [243][ 400/5005] lr: 3.3878e-04 eta: 14:31:25 time: 0.1794 data_time: 0.0093 loss: 1.3010 2023/03/27 00:28:36 - mmengine - INFO - Epoch(train) [243][ 500/5005] lr: 3.3878e-04 eta: 14:31:07 time: 0.1783 data_time: 0.0084 loss: 1.4274 2023/03/27 00:28:54 - mmengine - INFO - Epoch(train) [243][ 600/5005] lr: 3.3878e-04 eta: 14:30:49 time: 0.1788 data_time: 0.0092 loss: 1.2393 2023/03/27 00:29:13 - mmengine - INFO - Epoch(train) [243][ 700/5005] lr: 3.3878e-04 eta: 14:30:31 time: 0.1813 data_time: 0.0090 loss: 1.2321 2023/03/27 00:29:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:29:32 - mmengine - INFO - Epoch(train) [243][ 800/5005] lr: 3.3878e-04 eta: 14:30:13 time: 0.1789 data_time: 0.0094 loss: 1.2052 2023/03/27 00:29:51 - mmengine - INFO - Epoch(train) [243][ 900/5005] lr: 3.3878e-04 eta: 14:29:55 time: 0.1799 data_time: 0.0094 loss: 1.2595 2023/03/27 00:30:09 - mmengine - INFO - Epoch(train) [243][1000/5005] lr: 3.3878e-04 eta: 14:29:37 time: 0.1787 data_time: 0.0093 loss: 1.3544 2023/03/27 00:30:28 - mmengine - INFO - Epoch(train) [243][1100/5005] lr: 3.3878e-04 eta: 14:29:19 time: 0.1798 data_time: 0.0092 loss: 1.1436 2023/03/27 00:30:47 - mmengine - INFO - Epoch(train) [243][1200/5005] lr: 3.3878e-04 eta: 14:29:01 time: 0.1785 data_time: 0.0092 loss: 1.2037 2023/03/27 00:31:06 - mmengine - INFO - Epoch(train) [243][1300/5005] lr: 3.3878e-04 eta: 14:28:43 time: 0.1795 data_time: 0.0091 loss: 1.0017 2023/03/27 00:31:24 - mmengine - INFO - Epoch(train) [243][1400/5005] lr: 3.3878e-04 eta: 14:28:25 time: 0.1783 data_time: 0.0091 loss: 0.9971 2023/03/27 00:31:43 - mmengine - INFO - Epoch(train) [243][1500/5005] lr: 3.3878e-04 eta: 14:28:06 time: 0.1788 data_time: 0.0091 loss: 1.3305 2023/03/27 00:32:02 - mmengine - INFO - Epoch(train) [243][1600/5005] lr: 3.3878e-04 eta: 14:27:49 time: 0.1790 data_time: 0.0088 loss: 1.2806 2023/03/27 00:32:21 - mmengine - INFO - Epoch(train) [243][1700/5005] lr: 3.3878e-04 eta: 14:27:31 time: 0.1801 data_time: 0.0092 loss: 1.2220 2023/03/27 00:32:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:32:39 - mmengine - INFO - Epoch(train) [243][1800/5005] lr: 3.3878e-04 eta: 14:27:13 time: 0.1994 data_time: 0.0090 loss: 1.3288 2023/03/27 00:32:58 - mmengine - INFO - Epoch(train) [243][1900/5005] lr: 3.3878e-04 eta: 14:26:55 time: 0.1794 data_time: 0.0093 loss: 1.0791 2023/03/27 00:33:17 - mmengine - INFO - Epoch(train) [243][2000/5005] lr: 3.3878e-04 eta: 14:26:37 time: 0.1791 data_time: 0.0094 loss: 1.0947 2023/03/27 00:33:35 - mmengine - INFO - Epoch(train) [243][2100/5005] lr: 3.3878e-04 eta: 14:26:18 time: 0.1799 data_time: 0.0095 loss: 1.1949 2023/03/27 00:33:54 - mmengine - INFO - Epoch(train) [243][2200/5005] lr: 3.3878e-04 eta: 14:26:00 time: 0.1788 data_time: 0.0091 loss: 1.0995 2023/03/27 00:34:12 - mmengine - INFO - Epoch(train) [243][2300/5005] lr: 3.3878e-04 eta: 14:25:42 time: 0.1785 data_time: 0.0091 loss: 1.1377 2023/03/27 00:34:31 - mmengine - INFO - Epoch(train) [243][2400/5005] lr: 3.3878e-04 eta: 14:25:24 time: 0.2023 data_time: 0.0088 loss: 1.1349 2023/03/27 00:34:50 - mmengine - INFO - Epoch(train) [243][2500/5005] lr: 3.3878e-04 eta: 14:25:06 time: 0.1790 data_time: 0.0098 loss: 1.0752 2023/03/27 00:35:09 - mmengine - INFO - Epoch(train) [243][2600/5005] lr: 3.3878e-04 eta: 14:24:48 time: 0.1789 data_time: 0.0090 loss: 1.1191 2023/03/27 00:35:28 - mmengine - INFO - Epoch(train) [243][2700/5005] lr: 3.3878e-04 eta: 14:24:30 time: 0.1789 data_time: 0.0093 loss: 1.2587 2023/03/27 00:35:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:35:46 - mmengine - INFO - Epoch(train) [243][2800/5005] lr: 3.3878e-04 eta: 14:24:12 time: 0.1787 data_time: 0.0095 loss: 1.5252 2023/03/27 00:36:05 - mmengine - INFO - Epoch(train) [243][2900/5005] lr: 3.3878e-04 eta: 14:23:54 time: 0.1790 data_time: 0.0093 loss: 1.0887 2023/03/27 00:36:24 - mmengine - INFO - Epoch(train) [243][3000/5005] lr: 3.3878e-04 eta: 14:23:36 time: 0.1906 data_time: 0.0092 loss: 1.3663 2023/03/27 00:36:42 - mmengine - INFO - Epoch(train) [243][3100/5005] lr: 3.3878e-04 eta: 14:23:18 time: 0.1799 data_time: 0.0087 loss: 1.1214 2023/03/27 00:37:01 - mmengine - INFO - Epoch(train) [243][3200/5005] lr: 3.3878e-04 eta: 14:23:00 time: 0.1784 data_time: 0.0088 loss: 1.2757 2023/03/27 00:37:19 - mmengine - INFO - Epoch(train) [243][3300/5005] lr: 3.3878e-04 eta: 14:22:42 time: 0.1796 data_time: 0.0096 loss: 1.1889 2023/03/27 00:37:38 - mmengine - INFO - Epoch(train) [243][3400/5005] lr: 3.3878e-04 eta: 14:22:24 time: 0.1790 data_time: 0.0089 loss: 1.1523 2023/03/27 00:37:57 - mmengine - INFO - Epoch(train) [243][3500/5005] lr: 3.3878e-04 eta: 14:22:06 time: 0.1783 data_time: 0.0087 loss: 1.2968 2023/03/27 00:38:16 - mmengine - INFO - Epoch(train) [243][3600/5005] lr: 3.3878e-04 eta: 14:21:48 time: 0.1780 data_time: 0.0090 loss: 1.1854 2023/03/27 00:38:34 - mmengine - INFO - Epoch(train) [243][3700/5005] lr: 3.3878e-04 eta: 14:21:30 time: 0.1799 data_time: 0.0094 loss: 1.2660 2023/03/27 00:38:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:38:53 - mmengine - INFO - Epoch(train) [243][3800/5005] lr: 3.3878e-04 eta: 14:21:12 time: 0.1791 data_time: 0.0091 loss: 1.1391 2023/03/27 00:39:12 - mmengine - INFO - Epoch(train) [243][3900/5005] lr: 3.3878e-04 eta: 14:20:54 time: 0.1793 data_time: 0.0092 loss: 1.2082 2023/03/27 00:39:30 - mmengine - INFO - Epoch(train) [243][4000/5005] lr: 3.3878e-04 eta: 14:20:36 time: 0.1793 data_time: 0.0090 loss: 1.1582 2023/03/27 00:39:49 - mmengine - INFO - Epoch(train) [243][4100/5005] lr: 3.3878e-04 eta: 14:20:18 time: 0.1796 data_time: 0.0090 loss: 1.1551 2023/03/27 00:40:08 - mmengine - INFO - Epoch(train) [243][4200/5005] lr: 3.3878e-04 eta: 14:20:00 time: 0.1790 data_time: 0.0092 loss: 1.0325 2023/03/27 00:40:27 - mmengine - INFO - Epoch(train) [243][4300/5005] lr: 3.3878e-04 eta: 14:19:42 time: 0.1786 data_time: 0.0093 loss: 1.1837 2023/03/27 00:40:45 - mmengine - INFO - Epoch(train) [243][4400/5005] lr: 3.3878e-04 eta: 14:19:24 time: 0.1792 data_time: 0.0088 loss: 1.1986 2023/03/27 00:41:04 - mmengine - INFO - Epoch(train) [243][4500/5005] lr: 3.3878e-04 eta: 14:19:06 time: 0.1795 data_time: 0.0091 loss: 1.0964 2023/03/27 00:41:23 - mmengine - INFO - Epoch(train) [243][4600/5005] lr: 3.3878e-04 eta: 14:18:48 time: 0.1792 data_time: 0.0091 loss: 1.3168 2023/03/27 00:41:41 - mmengine - INFO - Epoch(train) [243][4700/5005] lr: 3.3878e-04 eta: 14:18:30 time: 0.1781 data_time: 0.0091 loss: 1.2530 2023/03/27 00:41:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:42:00 - mmengine - INFO - Epoch(train) [243][4800/5005] lr: 3.3878e-04 eta: 14:18:12 time: 0.1790 data_time: 0.0089 loss: 1.2735 2023/03/27 00:42:19 - mmengine - INFO - Epoch(train) [243][4900/5005] lr: 3.3878e-04 eta: 14:17:54 time: 0.1789 data_time: 0.0089 loss: 1.2423 2023/03/27 00:42:37 - mmengine - INFO - Epoch(train) [243][5000/5005] lr: 3.3878e-04 eta: 14:17:36 time: 0.1789 data_time: 0.0091 loss: 1.2025 2023/03/27 00:42:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:42:39 - mmengine - INFO - Saving checkpoint at 243 epochs 2023/03/27 00:42:47 - mmengine - INFO - Epoch(val) [243][100/196] eta: 0:00:07 time: 0.0651 data_time: 0.0287 2023/03/27 00:43:16 - mmengine - INFO - Epoch(val) [243][196/196] accuracy/top1: 71.5340 accuracy/top5: 90.1800data_time: 0.0670 time: 0.0989 2023/03/27 00:43:36 - mmengine - INFO - Epoch(train) [244][ 100/5005] lr: 3.3201e-04 eta: 14:17:17 time: 0.1772 data_time: 0.0084 loss: 0.9564 2023/03/27 00:43:55 - mmengine - INFO - Epoch(train) [244][ 200/5005] lr: 3.3201e-04 eta: 14:16:59 time: 0.2069 data_time: 0.0087 loss: 1.1921 2023/03/27 00:44:13 - mmengine - INFO - Epoch(train) [244][ 300/5005] lr: 3.3201e-04 eta: 14:16:41 time: 0.1914 data_time: 0.0083 loss: 1.4463 2023/03/27 00:44:32 - mmengine - INFO - Epoch(train) [244][ 400/5005] lr: 3.3201e-04 eta: 14:16:23 time: 0.1769 data_time: 0.0085 loss: 1.0512 2023/03/27 00:44:50 - mmengine - INFO - Epoch(train) [244][ 500/5005] lr: 3.3201e-04 eta: 14:16:05 time: 0.1765 data_time: 0.0085 loss: 1.1619 2023/03/27 00:45:09 - mmengine - INFO - Epoch(train) [244][ 600/5005] lr: 3.3201e-04 eta: 14:15:47 time: 0.1771 data_time: 0.0082 loss: 1.2227 2023/03/27 00:45:27 - mmengine - INFO - Epoch(train) [244][ 700/5005] lr: 3.3201e-04 eta: 14:15:29 time: 0.1787 data_time: 0.0088 loss: 1.1725 2023/03/27 00:45:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:45:46 - mmengine - INFO - Epoch(train) [244][ 800/5005] lr: 3.3201e-04 eta: 14:15:11 time: 0.1779 data_time: 0.0083 loss: 1.1495 2023/03/27 00:46:05 - mmengine - INFO - Epoch(train) [244][ 900/5005] lr: 3.3201e-04 eta: 14:14:53 time: 0.1789 data_time: 0.0088 loss: 1.0871 2023/03/27 00:46:23 - mmengine - INFO - Epoch(train) [244][1000/5005] lr: 3.3201e-04 eta: 14:14:35 time: 0.1810 data_time: 0.0088 loss: 1.2900 2023/03/27 00:46:41 - mmengine - INFO - Epoch(train) [244][1100/5005] lr: 3.3201e-04 eta: 14:14:17 time: 0.1771 data_time: 0.0083 loss: 1.1235 2023/03/27 00:47:00 - mmengine - INFO - Epoch(train) [244][1200/5005] lr: 3.3201e-04 eta: 14:13:59 time: 0.1785 data_time: 0.0091 loss: 1.2001 2023/03/27 00:47:19 - mmengine - INFO - Epoch(train) [244][1300/5005] lr: 3.3201e-04 eta: 14:13:41 time: 0.1776 data_time: 0.0090 loss: 1.1568 2023/03/27 00:47:37 - mmengine - INFO - Epoch(train) [244][1400/5005] lr: 3.3201e-04 eta: 14:13:22 time: 0.1772 data_time: 0.0084 loss: 1.1056 2023/03/27 00:47:56 - mmengine - INFO - Epoch(train) [244][1500/5005] lr: 3.3201e-04 eta: 14:13:04 time: 0.1770 data_time: 0.0086 loss: 1.2280 2023/03/27 00:48:14 - mmengine - INFO - Epoch(train) [244][1600/5005] lr: 3.3201e-04 eta: 14:12:46 time: 0.1765 data_time: 0.0087 loss: 1.1994 2023/03/27 00:48:33 - mmengine - INFO - Epoch(train) [244][1700/5005] lr: 3.3201e-04 eta: 14:12:28 time: 0.1777 data_time: 0.0088 loss: 1.1945 2023/03/27 00:48:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:48:52 - mmengine - INFO - Epoch(train) [244][1800/5005] lr: 3.3201e-04 eta: 14:12:10 time: 0.1784 data_time: 0.0086 loss: 1.2749 2023/03/27 00:49:10 - mmengine - INFO - Epoch(train) [244][1900/5005] lr: 3.3201e-04 eta: 14:11:52 time: 0.1778 data_time: 0.0086 loss: 1.3048 2023/03/27 00:49:29 - mmengine - INFO - Epoch(train) [244][2000/5005] lr: 3.3201e-04 eta: 14:11:34 time: 0.1792 data_time: 0.0088 loss: 0.9649 2023/03/27 00:49:47 - mmengine - INFO - Epoch(train) [244][2100/5005] lr: 3.3201e-04 eta: 14:11:16 time: 0.1770 data_time: 0.0085 loss: 1.1714 2023/03/27 00:50:06 - mmengine - INFO - Epoch(train) [244][2200/5005] lr: 3.3201e-04 eta: 14:10:58 time: 0.1777 data_time: 0.0089 loss: 0.9894 2023/03/27 00:50:24 - mmengine - INFO - Epoch(train) [244][2300/5005] lr: 3.3201e-04 eta: 14:10:40 time: 0.1787 data_time: 0.0088 loss: 1.0185 2023/03/27 00:50:43 - mmengine - INFO - Epoch(train) [244][2400/5005] lr: 3.3201e-04 eta: 14:10:22 time: 0.1792 data_time: 0.0089 loss: 1.3210 2023/03/27 00:51:02 - mmengine - INFO - Epoch(train) [244][2500/5005] lr: 3.3201e-04 eta: 14:10:04 time: 0.1771 data_time: 0.0083 loss: 1.1075 2023/03/27 00:51:20 - mmengine - INFO - Epoch(train) [244][2600/5005] lr: 3.3201e-04 eta: 14:09:46 time: 0.1777 data_time: 0.0087 loss: 1.1608 2023/03/27 00:51:38 - mmengine - INFO - Epoch(train) [244][2700/5005] lr: 3.3201e-04 eta: 14:09:28 time: 0.1768 data_time: 0.0082 loss: 1.2131 2023/03/27 00:51:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:51:57 - mmengine - INFO - Epoch(train) [244][2800/5005] lr: 3.3201e-04 eta: 14:09:10 time: 0.1782 data_time: 0.0085 loss: 1.2560 2023/03/27 00:52:15 - mmengine - INFO - Epoch(train) [244][2900/5005] lr: 3.3201e-04 eta: 14:08:52 time: 0.1784 data_time: 0.0091 loss: 1.3440 2023/03/27 00:52:35 - mmengine - INFO - Epoch(train) [244][3000/5005] lr: 3.3201e-04 eta: 14:08:34 time: 0.1781 data_time: 0.0090 loss: 1.1470 2023/03/27 00:52:53 - mmengine - INFO - Epoch(train) [244][3100/5005] lr: 3.3201e-04 eta: 14:08:16 time: 0.1771 data_time: 0.0085 loss: 1.0828 2023/03/27 00:53:12 - mmengine - INFO - Epoch(train) [244][3200/5005] lr: 3.3201e-04 eta: 14:07:58 time: 0.1784 data_time: 0.0085 loss: 1.1866 2023/03/27 00:53:30 - mmengine - INFO - Epoch(train) [244][3300/5005] lr: 3.3201e-04 eta: 14:07:40 time: 0.1778 data_time: 0.0086 loss: 1.1489 2023/03/27 00:53:49 - mmengine - INFO - Epoch(train) [244][3400/5005] lr: 3.3201e-04 eta: 14:07:21 time: 0.1781 data_time: 0.0087 loss: 1.2170 2023/03/27 00:54:07 - mmengine - INFO - Epoch(train) [244][3500/5005] lr: 3.3201e-04 eta: 14:07:03 time: 0.1774 data_time: 0.0087 loss: 1.1843 2023/03/27 00:54:25 - mmengine - INFO - Epoch(train) [244][3600/5005] lr: 3.3201e-04 eta: 14:06:45 time: 0.1769 data_time: 0.0084 loss: 1.0226 2023/03/27 00:54:44 - mmengine - INFO - Epoch(train) [244][3700/5005] lr: 3.3201e-04 eta: 14:06:27 time: 0.1769 data_time: 0.0084 loss: 1.3032 2023/03/27 00:55:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:55:03 - mmengine - INFO - Epoch(train) [244][3800/5005] lr: 3.3201e-04 eta: 14:06:09 time: 0.1986 data_time: 0.0083 loss: 1.1266 2023/03/27 00:55:21 - mmengine - INFO - Epoch(train) [244][3900/5005] lr: 3.3201e-04 eta: 14:05:51 time: 0.1778 data_time: 0.0089 loss: 1.2415 2023/03/27 00:55:40 - mmengine - INFO - Epoch(train) [244][4000/5005] lr: 3.3201e-04 eta: 14:05:33 time: 0.1779 data_time: 0.0086 loss: 1.1850 2023/03/27 00:55:59 - mmengine - INFO - Epoch(train) [244][4100/5005] lr: 3.3201e-04 eta: 14:05:15 time: 0.1781 data_time: 0.0088 loss: 1.1288 2023/03/27 00:56:17 - mmengine - INFO - Epoch(train) [244][4200/5005] lr: 3.3201e-04 eta: 14:04:57 time: 0.1785 data_time: 0.0083 loss: 1.2318 2023/03/27 00:56:35 - mmengine - INFO - Epoch(train) [244][4300/5005] lr: 3.3201e-04 eta: 14:04:39 time: 0.1797 data_time: 0.0088 loss: 1.0720 2023/03/27 00:56:54 - mmengine - INFO - Epoch(train) [244][4400/5005] lr: 3.3201e-04 eta: 14:04:21 time: 0.1784 data_time: 0.0085 loss: 1.2469 2023/03/27 00:57:12 - mmengine - INFO - Epoch(train) [244][4500/5005] lr: 3.3201e-04 eta: 14:04:03 time: 0.1772 data_time: 0.0086 loss: 1.1715 2023/03/27 00:57:31 - mmengine - INFO - Epoch(train) [244][4600/5005] lr: 3.3201e-04 eta: 14:03:45 time: 0.1785 data_time: 0.0085 loss: 1.1711 2023/03/27 00:57:50 - mmengine - INFO - Epoch(train) [244][4700/5005] lr: 3.3201e-04 eta: 14:03:27 time: 0.1770 data_time: 0.0090 loss: 1.2289 2023/03/27 00:58:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:58:08 - mmengine - INFO - Epoch(train) [244][4800/5005] lr: 3.3201e-04 eta: 14:03:09 time: 0.1782 data_time: 0.0088 loss: 1.0765 2023/03/27 00:58:27 - mmengine - INFO - Epoch(train) [244][4900/5005] lr: 3.3201e-04 eta: 14:02:51 time: 0.1789 data_time: 0.0088 loss: 1.2108 2023/03/27 00:58:46 - mmengine - INFO - Epoch(train) [244][5000/5005] lr: 3.3201e-04 eta: 14:02:33 time: 0.1746 data_time: 0.0088 loss: 1.0815 2023/03/27 00:58:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 00:58:47 - mmengine - INFO - Saving checkpoint at 244 epochs 2023/03/27 00:58:55 - mmengine - INFO - Epoch(val) [244][100/196] eta: 0:00:07 time: 0.0649 data_time: 0.0282 2023/03/27 00:59:24 - mmengine - INFO - Epoch(val) [244][196/196] accuracy/top1: 71.4820 accuracy/top5: 90.1140data_time: 0.0646 time: 0.0970 2023/03/27 00:59:44 - mmengine - INFO - Epoch(train) [245][ 100/5005] lr: 3.2537e-04 eta: 14:02:14 time: 0.1794 data_time: 0.0089 loss: 1.2049 2023/03/27 01:00:02 - mmengine - INFO - Epoch(train) [245][ 200/5005] lr: 3.2537e-04 eta: 14:01:56 time: 0.1778 data_time: 0.0090 loss: 1.2246 2023/03/27 01:00:21 - mmengine - INFO - Epoch(train) [245][ 300/5005] lr: 3.2537e-04 eta: 14:01:38 time: 0.1784 data_time: 0.0087 loss: 1.2129 2023/03/27 01:00:40 - mmengine - INFO - Epoch(train) [245][ 400/5005] lr: 3.2537e-04 eta: 14:01:20 time: 0.1786 data_time: 0.0088 loss: 1.1056 2023/03/27 01:00:58 - mmengine - INFO - Epoch(train) [245][ 500/5005] lr: 3.2537e-04 eta: 14:01:02 time: 0.1776 data_time: 0.0088 loss: 1.1282 2023/03/27 01:01:16 - mmengine - INFO - Epoch(train) [245][ 600/5005] lr: 3.2537e-04 eta: 14:00:44 time: 0.1785 data_time: 0.0089 loss: 1.0552 2023/03/27 01:01:35 - mmengine - INFO - Epoch(train) [245][ 700/5005] lr: 3.2537e-04 eta: 14:00:26 time: 0.1792 data_time: 0.0090 loss: 1.1824 2023/03/27 01:01:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:01:54 - mmengine - INFO - Epoch(train) [245][ 800/5005] lr: 3.2537e-04 eta: 14:00:08 time: 0.1777 data_time: 0.0086 loss: 1.1272 2023/03/27 01:02:13 - mmengine - INFO - Epoch(train) [245][ 900/5005] lr: 3.2537e-04 eta: 13:59:50 time: 0.1783 data_time: 0.0086 loss: 1.0961 2023/03/27 01:02:31 - mmengine - INFO - Epoch(train) [245][1000/5005] lr: 3.2537e-04 eta: 13:59:31 time: 0.1784 data_time: 0.0090 loss: 1.2309 2023/03/27 01:02:50 - mmengine - INFO - Epoch(train) [245][1100/5005] lr: 3.2537e-04 eta: 13:59:13 time: 0.1788 data_time: 0.0086 loss: 1.3343 2023/03/27 01:03:09 - mmengine - INFO - Epoch(train) [245][1200/5005] lr: 3.2537e-04 eta: 13:58:55 time: 0.1781 data_time: 0.0088 loss: 1.1476 2023/03/27 01:03:27 - mmengine - INFO - Epoch(train) [245][1300/5005] lr: 3.2537e-04 eta: 13:58:37 time: 0.1790 data_time: 0.0091 loss: 1.2566 2023/03/27 01:03:46 - mmengine - INFO - Epoch(train) [245][1400/5005] lr: 3.2537e-04 eta: 13:58:19 time: 0.1896 data_time: 0.0093 loss: 1.1746 2023/03/27 01:04:04 - mmengine - INFO - Epoch(train) [245][1500/5005] lr: 3.2537e-04 eta: 13:58:01 time: 0.1792 data_time: 0.0091 loss: 1.1684 2023/03/27 01:04:23 - mmengine - INFO - Epoch(train) [245][1600/5005] lr: 3.2537e-04 eta: 13:57:43 time: 0.1786 data_time: 0.0088 loss: 1.2639 2023/03/27 01:04:42 - mmengine - INFO - Epoch(train) [245][1700/5005] lr: 3.2537e-04 eta: 13:57:25 time: 0.1780 data_time: 0.0089 loss: 1.1762 2023/03/27 01:04:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:05:01 - mmengine - INFO - Epoch(train) [245][1800/5005] lr: 3.2537e-04 eta: 13:57:07 time: 0.1777 data_time: 0.0087 loss: 1.2089 2023/03/27 01:05:19 - mmengine - INFO - Epoch(train) [245][1900/5005] lr: 3.2537e-04 eta: 13:56:49 time: 0.1782 data_time: 0.0087 loss: 1.2846 2023/03/27 01:05:38 - mmengine - INFO - Epoch(train) [245][2000/5005] lr: 3.2537e-04 eta: 13:56:31 time: 0.1804 data_time: 0.0091 loss: 1.1845 2023/03/27 01:05:56 - mmengine - INFO - Epoch(train) [245][2100/5005] lr: 3.2537e-04 eta: 13:56:13 time: 0.1782 data_time: 0.0089 loss: 1.4191 2023/03/27 01:06:15 - mmengine - INFO - Epoch(train) [245][2200/5005] lr: 3.2537e-04 eta: 13:55:55 time: 0.1785 data_time: 0.0092 loss: 1.3500 2023/03/27 01:06:33 - mmengine - INFO - Epoch(train) [245][2300/5005] lr: 3.2537e-04 eta: 13:55:37 time: 0.1777 data_time: 0.0087 loss: 1.1666 2023/03/27 01:06:52 - mmengine - INFO - Epoch(train) [245][2400/5005] lr: 3.2537e-04 eta: 13:55:19 time: 0.2017 data_time: 0.0086 loss: 1.1314 2023/03/27 01:07:11 - mmengine - INFO - Epoch(train) [245][2500/5005] lr: 3.2537e-04 eta: 13:55:01 time: 0.1800 data_time: 0.0093 loss: 1.0765 2023/03/27 01:07:30 - mmengine - INFO - Epoch(train) [245][2600/5005] lr: 3.2537e-04 eta: 13:54:43 time: 0.1788 data_time: 0.0089 loss: 1.2464 2023/03/27 01:07:49 - mmengine - INFO - Epoch(train) [245][2700/5005] lr: 3.2537e-04 eta: 13:54:25 time: 0.2050 data_time: 0.0089 loss: 1.2366 2023/03/27 01:08:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:08:07 - mmengine - INFO - Epoch(train) [245][2800/5005] lr: 3.2537e-04 eta: 13:54:07 time: 0.1776 data_time: 0.0085 loss: 1.3436 2023/03/27 01:08:26 - mmengine - INFO - Epoch(train) [245][2900/5005] lr: 3.2537e-04 eta: 13:53:49 time: 0.1807 data_time: 0.0092 loss: 1.1293 2023/03/27 01:08:44 - mmengine - INFO - Epoch(train) [245][3000/5005] lr: 3.2537e-04 eta: 13:53:31 time: 0.1792 data_time: 0.0088 loss: 1.3289 2023/03/27 01:09:03 - mmengine - INFO - Epoch(train) [245][3100/5005] lr: 3.2537e-04 eta: 13:53:13 time: 0.1798 data_time: 0.0088 loss: 1.0739 2023/03/27 01:09:21 - mmengine - INFO - Epoch(train) [245][3200/5005] lr: 3.2537e-04 eta: 13:52:55 time: 0.1973 data_time: 0.0085 loss: 1.1293 2023/03/27 01:09:40 - mmengine - INFO - Epoch(train) [245][3300/5005] lr: 3.2537e-04 eta: 13:52:37 time: 0.1776 data_time: 0.0087 loss: 1.2913 2023/03/27 01:09:59 - mmengine - INFO - Epoch(train) [245][3400/5005] lr: 3.2537e-04 eta: 13:52:19 time: 0.1772 data_time: 0.0086 loss: 1.1641 2023/03/27 01:10:18 - mmengine - INFO - Epoch(train) [245][3500/5005] lr: 3.2537e-04 eta: 13:52:01 time: 0.1790 data_time: 0.0090 loss: 1.1024 2023/03/27 01:10:36 - mmengine - INFO - Epoch(train) [245][3600/5005] lr: 3.2537e-04 eta: 13:51:43 time: 0.1784 data_time: 0.0089 loss: 1.2751 2023/03/27 01:10:55 - mmengine - INFO - Epoch(train) [245][3700/5005] lr: 3.2537e-04 eta: 13:51:25 time: 0.1790 data_time: 0.0096 loss: 1.2451 2023/03/27 01:11:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:11:14 - mmengine - INFO - Epoch(train) [245][3800/5005] lr: 3.2537e-04 eta: 13:51:07 time: 0.1785 data_time: 0.0092 loss: 1.2208 2023/03/27 01:11:32 - mmengine - INFO - Epoch(train) [245][3900/5005] lr: 3.2537e-04 eta: 13:50:48 time: 0.1808 data_time: 0.0090 loss: 1.4626 2023/03/27 01:11:51 - mmengine - INFO - Epoch(train) [245][4000/5005] lr: 3.2537e-04 eta: 13:50:30 time: 0.1794 data_time: 0.0088 loss: 1.0506 2023/03/27 01:12:09 - mmengine - INFO - Epoch(train) [245][4100/5005] lr: 3.2537e-04 eta: 13:50:12 time: 0.1904 data_time: 0.0090 loss: 0.9968 2023/03/27 01:12:28 - mmengine - INFO - Epoch(train) [245][4200/5005] lr: 3.2537e-04 eta: 13:49:54 time: 0.1770 data_time: 0.0084 loss: 1.2870 2023/03/27 01:12:47 - mmengine - INFO - Epoch(train) [245][4300/5005] lr: 3.2537e-04 eta: 13:49:36 time: 0.1786 data_time: 0.0089 loss: 1.1816 2023/03/27 01:13:06 - mmengine - INFO - Epoch(train) [245][4400/5005] lr: 3.2537e-04 eta: 13:49:18 time: 0.1790 data_time: 0.0089 loss: 0.9088 2023/03/27 01:13:24 - mmengine - INFO - Epoch(train) [245][4500/5005] lr: 3.2537e-04 eta: 13:49:00 time: 0.1792 data_time: 0.0086 loss: 1.3543 2023/03/27 01:13:43 - mmengine - INFO - Epoch(train) [245][4600/5005] lr: 3.2537e-04 eta: 13:48:42 time: 0.1775 data_time: 0.0086 loss: 1.1965 2023/03/27 01:14:01 - mmengine - INFO - Epoch(train) [245][4700/5005] lr: 3.2537e-04 eta: 13:48:24 time: 0.1791 data_time: 0.0086 loss: 1.2332 2023/03/27 01:14:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:14:20 - mmengine - INFO - Epoch(train) [245][4800/5005] lr: 3.2537e-04 eta: 13:48:06 time: 0.1779 data_time: 0.0087 loss: 1.1719 2023/03/27 01:14:39 - mmengine - INFO - Epoch(train) [245][4900/5005] lr: 3.2537e-04 eta: 13:47:48 time: 0.1796 data_time: 0.0092 loss: 1.0407 2023/03/27 01:14:58 - mmengine - INFO - Epoch(train) [245][5000/5005] lr: 3.2537e-04 eta: 13:47:30 time: 0.1762 data_time: 0.0091 loss: 1.1945 2023/03/27 01:14:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:14:59 - mmengine - INFO - Saving checkpoint at 245 epochs 2023/03/27 01:15:08 - mmengine - INFO - Epoch(val) [245][100/196] eta: 0:00:07 time: 0.0640 data_time: 0.0266 2023/03/27 01:15:36 - mmengine - INFO - Epoch(val) [245][196/196] accuracy/top1: 71.5060 accuracy/top5: 90.1800data_time: 0.0687 time: 0.1002 2023/03/27 01:15:56 - mmengine - INFO - Epoch(train) [246][ 100/5005] lr: 3.1886e-04 eta: 13:47:11 time: 0.1782 data_time: 0.0085 loss: 1.1172 2023/03/27 01:16:14 - mmengine - INFO - Epoch(train) [246][ 200/5005] lr: 3.1886e-04 eta: 13:46:53 time: 0.1782 data_time: 0.0085 loss: 1.2876 2023/03/27 01:16:33 - mmengine - INFO - Epoch(train) [246][ 300/5005] lr: 3.1886e-04 eta: 13:46:35 time: 0.1789 data_time: 0.0086 loss: 0.9737 2023/03/27 01:16:51 - mmengine - INFO - Epoch(train) [246][ 400/5005] lr: 3.1886e-04 eta: 13:46:17 time: 0.1773 data_time: 0.0082 loss: 1.1429 2023/03/27 01:17:10 - mmengine - INFO - Epoch(train) [246][ 500/5005] lr: 3.1886e-04 eta: 13:45:59 time: 0.1821 data_time: 0.0086 loss: 1.4020 2023/03/27 01:17:29 - mmengine - INFO - Epoch(train) [246][ 600/5005] lr: 3.1886e-04 eta: 13:45:41 time: 0.1779 data_time: 0.0083 loss: 1.1338 2023/03/27 01:17:47 - mmengine - INFO - Epoch(train) [246][ 700/5005] lr: 3.1886e-04 eta: 13:45:23 time: 0.1783 data_time: 0.0083 loss: 1.1319 2023/03/27 01:18:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:18:06 - mmengine - INFO - Epoch(train) [246][ 800/5005] lr: 3.1886e-04 eta: 13:45:05 time: 0.1777 data_time: 0.0084 loss: 1.1789 2023/03/27 01:18:25 - mmengine - INFO - Epoch(train) [246][ 900/5005] lr: 3.1886e-04 eta: 13:44:47 time: 0.1999 data_time: 0.0082 loss: 1.1598 2023/03/27 01:18:43 - mmengine - INFO - Epoch(train) [246][1000/5005] lr: 3.1886e-04 eta: 13:44:29 time: 0.1793 data_time: 0.0086 loss: 1.1544 2023/03/27 01:19:02 - mmengine - INFO - Epoch(train) [246][1100/5005] lr: 3.1886e-04 eta: 13:44:11 time: 0.1789 data_time: 0.0084 loss: 1.2486 2023/03/27 01:19:21 - mmengine - INFO - Epoch(train) [246][1200/5005] lr: 3.1886e-04 eta: 13:43:53 time: 0.1798 data_time: 0.0086 loss: 1.1749 2023/03/27 01:19:39 - mmengine - INFO - Epoch(train) [246][1300/5005] lr: 3.1886e-04 eta: 13:43:35 time: 0.1780 data_time: 0.0085 loss: 1.1075 2023/03/27 01:19:58 - mmengine - INFO - Epoch(train) [246][1400/5005] lr: 3.1886e-04 eta: 13:43:17 time: 0.1782 data_time: 0.0084 loss: 1.1561 2023/03/27 01:20:17 - mmengine - INFO - Epoch(train) [246][1500/5005] lr: 3.1886e-04 eta: 13:42:59 time: 0.1984 data_time: 0.0085 loss: 1.1641 2023/03/27 01:20:35 - mmengine - INFO - Epoch(train) [246][1600/5005] lr: 3.1886e-04 eta: 13:42:41 time: 0.1791 data_time: 0.0086 loss: 1.3425 2023/03/27 01:20:54 - mmengine - INFO - Epoch(train) [246][1700/5005] lr: 3.1886e-04 eta: 13:42:23 time: 0.1787 data_time: 0.0085 loss: 1.1230 2023/03/27 01:21:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:21:13 - mmengine - INFO - Epoch(train) [246][1800/5005] lr: 3.1886e-04 eta: 13:42:05 time: 0.1772 data_time: 0.0082 loss: 1.2219 2023/03/27 01:21:31 - mmengine - INFO - Epoch(train) [246][1900/5005] lr: 3.1886e-04 eta: 13:41:47 time: 0.1809 data_time: 0.0090 loss: 1.1531 2023/03/27 01:21:50 - mmengine - INFO - Epoch(train) [246][2000/5005] lr: 3.1886e-04 eta: 13:41:29 time: 0.1999 data_time: 0.0083 loss: 1.2324 2023/03/27 01:22:08 - mmengine - INFO - Epoch(train) [246][2100/5005] lr: 3.1886e-04 eta: 13:41:11 time: 0.1780 data_time: 0.0085 loss: 1.1741 2023/03/27 01:22:27 - mmengine - INFO - Epoch(train) [246][2200/5005] lr: 3.1886e-04 eta: 13:40:53 time: 0.1780 data_time: 0.0084 loss: 1.3528 2023/03/27 01:22:46 - mmengine - INFO - Epoch(train) [246][2300/5005] lr: 3.1886e-04 eta: 13:40:35 time: 0.1784 data_time: 0.0085 loss: 1.1080 2023/03/27 01:23:05 - mmengine - INFO - Epoch(train) [246][2400/5005] lr: 3.1886e-04 eta: 13:40:17 time: 0.1785 data_time: 0.0084 loss: 1.1587 2023/03/27 01:23:23 - mmengine - INFO - Epoch(train) [246][2500/5005] lr: 3.1886e-04 eta: 13:39:59 time: 0.1815 data_time: 0.0083 loss: 1.1289 2023/03/27 01:23:42 - mmengine - INFO - Epoch(train) [246][2600/5005] lr: 3.1886e-04 eta: 13:39:41 time: 0.1786 data_time: 0.0084 loss: 1.1717 2023/03/27 01:24:00 - mmengine - INFO - Epoch(train) [246][2700/5005] lr: 3.1886e-04 eta: 13:39:23 time: 0.1787 data_time: 0.0083 loss: 1.1191 2023/03/27 01:24:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:24:19 - mmengine - INFO - Epoch(train) [246][2800/5005] lr: 3.1886e-04 eta: 13:39:05 time: 0.1785 data_time: 0.0084 loss: 1.1606 2023/03/27 01:24:37 - mmengine - INFO - Epoch(train) [246][2900/5005] lr: 3.1886e-04 eta: 13:38:47 time: 0.1787 data_time: 0.0086 loss: 1.0513 2023/03/27 01:24:56 - mmengine - INFO - Epoch(train) [246][3000/5005] lr: 3.1886e-04 eta: 13:38:29 time: 0.1916 data_time: 0.0087 loss: 1.1494 2023/03/27 01:25:15 - mmengine - INFO - Epoch(train) [246][3100/5005] lr: 3.1886e-04 eta: 13:38:11 time: 0.1801 data_time: 0.0086 loss: 1.2795 2023/03/27 01:25:34 - mmengine - INFO - Epoch(train) [246][3200/5005] lr: 3.1886e-04 eta: 13:37:53 time: 0.1791 data_time: 0.0091 loss: 1.3134 2023/03/27 01:25:52 - mmengine - INFO - Epoch(train) [246][3300/5005] lr: 3.1886e-04 eta: 13:37:35 time: 0.1798 data_time: 0.0089 loss: 1.1487 2023/03/27 01:26:11 - mmengine - INFO - Epoch(train) [246][3400/5005] lr: 3.1886e-04 eta: 13:37:16 time: 0.1804 data_time: 0.0086 loss: 1.1936 2023/03/27 01:26:29 - mmengine - INFO - Epoch(train) [246][3500/5005] lr: 3.1886e-04 eta: 13:36:58 time: 0.1814 data_time: 0.0087 loss: 1.2337 2023/03/27 01:26:48 - mmengine - INFO - Epoch(train) [246][3600/5005] lr: 3.1886e-04 eta: 13:36:40 time: 0.2037 data_time: 0.0082 loss: 1.3932 2023/03/27 01:27:07 - mmengine - INFO - Epoch(train) [246][3700/5005] lr: 3.1886e-04 eta: 13:36:22 time: 0.1784 data_time: 0.0086 loss: 1.0947 2023/03/27 01:27:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:27:25 - mmengine - INFO - Epoch(train) [246][3800/5005] lr: 3.1886e-04 eta: 13:36:04 time: 0.1800 data_time: 0.0086 loss: 1.0935 2023/03/27 01:27:44 - mmengine - INFO - Epoch(train) [246][3900/5005] lr: 3.1886e-04 eta: 13:35:46 time: 0.1790 data_time: 0.0087 loss: 1.2333 2023/03/27 01:28:03 - mmengine - INFO - Epoch(train) [246][4000/5005] lr: 3.1886e-04 eta: 13:35:28 time: 0.1780 data_time: 0.0087 loss: 1.2499 2023/03/27 01:28:21 - mmengine - INFO - Epoch(train) [246][4100/5005] lr: 3.1886e-04 eta: 13:35:10 time: 0.1778 data_time: 0.0082 loss: 1.2241 2023/03/27 01:28:40 - mmengine - INFO - Epoch(train) [246][4200/5005] lr: 3.1886e-04 eta: 13:34:52 time: 0.1787 data_time: 0.0086 loss: 1.2372 2023/03/27 01:28:58 - mmengine - INFO - Epoch(train) [246][4300/5005] lr: 3.1886e-04 eta: 13:34:34 time: 0.1784 data_time: 0.0082 loss: 1.1598 2023/03/27 01:29:17 - mmengine - INFO - Epoch(train) [246][4400/5005] lr: 3.1886e-04 eta: 13:34:16 time: 0.1796 data_time: 0.0085 loss: 1.1696 2023/03/27 01:29:36 - mmengine - INFO - Epoch(train) [246][4500/5005] lr: 3.1886e-04 eta: 13:33:58 time: 0.1794 data_time: 0.0083 loss: 1.2673 2023/03/27 01:29:55 - mmengine - INFO - Epoch(train) [246][4600/5005] lr: 3.1886e-04 eta: 13:33:40 time: 0.1804 data_time: 0.0085 loss: 1.0946 2023/03/27 01:30:13 - mmengine - INFO - Epoch(train) [246][4700/5005] lr: 3.1886e-04 eta: 13:33:22 time: 0.1791 data_time: 0.0087 loss: 1.1931 2023/03/27 01:30:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:30:32 - mmengine - INFO - Epoch(train) [246][4800/5005] lr: 3.1886e-04 eta: 13:33:04 time: 0.1803 data_time: 0.0090 loss: 1.3485 2023/03/27 01:30:50 - mmengine - INFO - Epoch(train) [246][4900/5005] lr: 3.1886e-04 eta: 13:32:46 time: 0.1780 data_time: 0.0089 loss: 1.1135 2023/03/27 01:31:09 - mmengine - INFO - Epoch(train) [246][5000/5005] lr: 3.1886e-04 eta: 13:32:28 time: 0.1751 data_time: 0.0087 loss: 1.0359 2023/03/27 01:31:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:31:10 - mmengine - INFO - Saving checkpoint at 246 epochs 2023/03/27 01:31:19 - mmengine - INFO - Epoch(val) [246][100/196] eta: 0:00:07 time: 0.0638 data_time: 0.0271 2023/03/27 01:31:47 - mmengine - INFO - Epoch(val) [246][196/196] accuracy/top1: 71.5180 accuracy/top5: 90.1300data_time: 0.0674 time: 0.0999 2023/03/27 01:32:07 - mmengine - INFO - Epoch(train) [247][ 100/5005] lr: 3.1248e-04 eta: 13:32:09 time: 0.1916 data_time: 0.0096 loss: 1.1513 2023/03/27 01:32:25 - mmengine - INFO - Epoch(train) [247][ 200/5005] lr: 3.1248e-04 eta: 13:31:51 time: 0.1778 data_time: 0.0093 loss: 1.2102 2023/03/27 01:32:44 - mmengine - INFO - Epoch(train) [247][ 300/5005] lr: 3.1248e-04 eta: 13:31:33 time: 0.1778 data_time: 0.0092 loss: 1.0350 2023/03/27 01:33:02 - mmengine - INFO - Epoch(train) [247][ 400/5005] lr: 3.1248e-04 eta: 13:31:15 time: 0.1796 data_time: 0.0098 loss: 1.0434 2023/03/27 01:33:22 - mmengine - INFO - Epoch(train) [247][ 500/5005] lr: 3.1248e-04 eta: 13:30:57 time: 0.1776 data_time: 0.0092 loss: 1.3152 2023/03/27 01:33:40 - mmengine - INFO - Epoch(train) [247][ 600/5005] lr: 3.1248e-04 eta: 13:30:39 time: 0.1789 data_time: 0.0097 loss: 1.2028 2023/03/27 01:33:59 - mmengine - INFO - Epoch(train) [247][ 700/5005] lr: 3.1248e-04 eta: 13:30:21 time: 0.1790 data_time: 0.0096 loss: 1.0691 2023/03/27 01:34:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:34:18 - mmengine - INFO - Epoch(train) [247][ 800/5005] lr: 3.1248e-04 eta: 13:30:03 time: 0.1804 data_time: 0.0091 loss: 1.1466 2023/03/27 01:34:36 - mmengine - INFO - Epoch(train) [247][ 900/5005] lr: 3.1248e-04 eta: 13:29:45 time: 0.1792 data_time: 0.0094 loss: 1.2774 2023/03/27 01:34:55 - mmengine - INFO - Epoch(train) [247][1000/5005] lr: 3.1248e-04 eta: 13:29:27 time: 0.1798 data_time: 0.0098 loss: 1.2805 2023/03/27 01:35:13 - mmengine - INFO - Epoch(train) [247][1100/5005] lr: 3.1248e-04 eta: 13:29:09 time: 0.1789 data_time: 0.0095 loss: 1.1521 2023/03/27 01:35:32 - mmengine - INFO - Epoch(train) [247][1200/5005] lr: 3.1248e-04 eta: 13:28:51 time: 0.1788 data_time: 0.0093 loss: 1.0227 2023/03/27 01:35:51 - mmengine - INFO - Epoch(train) [247][1300/5005] lr: 3.1248e-04 eta: 13:28:33 time: 0.1781 data_time: 0.0093 loss: 1.1853 2023/03/27 01:36:10 - mmengine - INFO - Epoch(train) [247][1400/5005] lr: 3.1248e-04 eta: 13:28:15 time: 0.1799 data_time: 0.0095 loss: 1.0549 2023/03/27 01:36:29 - mmengine - INFO - Epoch(train) [247][1500/5005] lr: 3.1248e-04 eta: 13:27:57 time: 0.1786 data_time: 0.0093 loss: 1.0878 2023/03/27 01:36:47 - mmengine - INFO - Epoch(train) [247][1600/5005] lr: 3.1248e-04 eta: 13:27:39 time: 0.1790 data_time: 0.0096 loss: 0.8837 2023/03/27 01:37:06 - mmengine - INFO - Epoch(train) [247][1700/5005] lr: 3.1248e-04 eta: 13:27:21 time: 0.1786 data_time: 0.0095 loss: 1.0187 2023/03/27 01:37:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:37:24 - mmengine - INFO - Epoch(train) [247][1800/5005] lr: 3.1248e-04 eta: 13:27:03 time: 0.1900 data_time: 0.0092 loss: 1.2676 2023/03/27 01:37:43 - mmengine - INFO - Epoch(train) [247][1900/5005] lr: 3.1248e-04 eta: 13:26:45 time: 0.1810 data_time: 0.0097 loss: 1.1930 2023/03/27 01:38:02 - mmengine - INFO - Epoch(train) [247][2000/5005] lr: 3.1248e-04 eta: 13:26:27 time: 0.1787 data_time: 0.0089 loss: 1.2876 2023/03/27 01:38:21 - mmengine - INFO - Epoch(train) [247][2100/5005] lr: 3.1248e-04 eta: 13:26:09 time: 0.1775 data_time: 0.0091 loss: 1.0958 2023/03/27 01:38:39 - mmengine - INFO - Epoch(train) [247][2200/5005] lr: 3.1248e-04 eta: 13:25:51 time: 0.1784 data_time: 0.0095 loss: 1.1509 2023/03/27 01:38:58 - mmengine - INFO - Epoch(train) [247][2300/5005] lr: 3.1248e-04 eta: 13:25:33 time: 0.1789 data_time: 0.0092 loss: 1.2137 2023/03/27 01:39:17 - mmengine - INFO - Epoch(train) [247][2400/5005] lr: 3.1248e-04 eta: 13:25:15 time: 0.1782 data_time: 0.0091 loss: 0.9968 2023/03/27 01:39:35 - mmengine - INFO - Epoch(train) [247][2500/5005] lr: 3.1248e-04 eta: 13:24:57 time: 0.1790 data_time: 0.0096 loss: 1.2329 2023/03/27 01:39:54 - mmengine - INFO - Epoch(train) [247][2600/5005] lr: 3.1248e-04 eta: 13:24:39 time: 0.2028 data_time: 0.0093 loss: 1.0284 2023/03/27 01:40:12 - mmengine - INFO - Epoch(train) [247][2700/5005] lr: 3.1248e-04 eta: 13:24:21 time: 0.1785 data_time: 0.0094 loss: 1.2849 2023/03/27 01:40:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:40:31 - mmengine - INFO - Epoch(train) [247][2800/5005] lr: 3.1248e-04 eta: 13:24:03 time: 0.1796 data_time: 0.0095 loss: 1.0850 2023/03/27 01:40:50 - mmengine - INFO - Epoch(train) [247][2900/5005] lr: 3.1248e-04 eta: 13:23:45 time: 0.1786 data_time: 0.0096 loss: 1.1303 2023/03/27 01:41:09 - mmengine - INFO - Epoch(train) [247][3000/5005] lr: 3.1248e-04 eta: 13:23:27 time: 0.1999 data_time: 0.0092 loss: 1.2380 2023/03/27 01:41:28 - mmengine - INFO - Epoch(train) [247][3100/5005] lr: 3.1248e-04 eta: 13:23:09 time: 0.1795 data_time: 0.0092 loss: 1.2190 2023/03/27 01:41:46 - mmengine - INFO - Epoch(train) [247][3200/5005] lr: 3.1248e-04 eta: 13:22:51 time: 0.1787 data_time: 0.0097 loss: 1.1550 2023/03/27 01:42:05 - mmengine - INFO - Epoch(train) [247][3300/5005] lr: 3.1248e-04 eta: 13:22:32 time: 0.1785 data_time: 0.0092 loss: 1.1926 2023/03/27 01:42:23 - mmengine - INFO - Epoch(train) [247][3400/5005] lr: 3.1248e-04 eta: 13:22:14 time: 0.1792 data_time: 0.0095 loss: 1.2179 2023/03/27 01:42:42 - mmengine - INFO - Epoch(train) [247][3500/5005] lr: 3.1248e-04 eta: 13:21:56 time: 0.1788 data_time: 0.0096 loss: 1.0779 2023/03/27 01:43:01 - mmengine - INFO - Epoch(train) [247][3600/5005] lr: 3.1248e-04 eta: 13:21:38 time: 0.1887 data_time: 0.0091 loss: 1.0451 2023/03/27 01:43:19 - mmengine - INFO - Epoch(train) [247][3700/5005] lr: 3.1248e-04 eta: 13:21:20 time: 0.1778 data_time: 0.0093 loss: 1.1841 2023/03/27 01:43:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:43:38 - mmengine - INFO - Epoch(train) [247][3800/5005] lr: 3.1248e-04 eta: 13:21:02 time: 0.1793 data_time: 0.0093 loss: 1.2466 2023/03/27 01:43:57 - mmengine - INFO - Epoch(train) [247][3900/5005] lr: 3.1248e-04 eta: 13:20:44 time: 0.1787 data_time: 0.0093 loss: 1.2009 2023/03/27 01:44:15 - mmengine - INFO - Epoch(train) [247][4000/5005] lr: 3.1248e-04 eta: 13:20:26 time: 0.1782 data_time: 0.0090 loss: 1.2317 2023/03/27 01:44:34 - mmengine - INFO - Epoch(train) [247][4100/5005] lr: 3.1248e-04 eta: 13:20:08 time: 0.1786 data_time: 0.0093 loss: 1.0416 2023/03/27 01:44:53 - mmengine - INFO - Epoch(train) [247][4200/5005] lr: 3.1248e-04 eta: 13:19:50 time: 0.1789 data_time: 0.0092 loss: 1.1786 2023/03/27 01:45:11 - mmengine - INFO - Epoch(train) [247][4300/5005] lr: 3.1248e-04 eta: 13:19:32 time: 0.1783 data_time: 0.0091 loss: 1.2210 2023/03/27 01:45:30 - mmengine - INFO - Epoch(train) [247][4400/5005] lr: 3.1248e-04 eta: 13:19:14 time: 0.1794 data_time: 0.0094 loss: 1.1261 2023/03/27 01:45:49 - mmengine - INFO - Epoch(train) [247][4500/5005] lr: 3.1248e-04 eta: 13:18:56 time: 0.1790 data_time: 0.0096 loss: 1.1860 2023/03/27 01:46:08 - mmengine - INFO - Epoch(train) [247][4600/5005] lr: 3.1248e-04 eta: 13:18:38 time: 0.1771 data_time: 0.0089 loss: 1.1332 2023/03/27 01:46:26 - mmengine - INFO - Epoch(train) [247][4700/5005] lr: 3.1248e-04 eta: 13:18:20 time: 0.1788 data_time: 0.0093 loss: 1.0370 2023/03/27 01:46:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:46:45 - mmengine - INFO - Epoch(train) [247][4800/5005] lr: 3.1248e-04 eta: 13:18:02 time: 0.1779 data_time: 0.0093 loss: 1.3434 2023/03/27 01:47:04 - mmengine - INFO - Epoch(train) [247][4900/5005] lr: 3.1248e-04 eta: 13:17:44 time: 0.1788 data_time: 0.0095 loss: 1.3735 2023/03/27 01:47:23 - mmengine - INFO - Epoch(train) [247][5000/5005] lr: 3.1248e-04 eta: 13:17:26 time: 0.1751 data_time: 0.0092 loss: 1.0448 2023/03/27 01:47:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:47:24 - mmengine - INFO - Saving checkpoint at 247 epochs 2023/03/27 01:47:32 - mmengine - INFO - Epoch(val) [247][100/196] eta: 0:00:07 time: 0.0665 data_time: 0.0289 2023/03/27 01:48:01 - mmengine - INFO - Epoch(val) [247][196/196] accuracy/top1: 71.4420 accuracy/top5: 90.1880data_time: 0.0666 time: 0.0997 2023/03/27 01:48:20 - mmengine - INFO - Epoch(train) [248][ 100/5005] lr: 3.0623e-04 eta: 13:17:07 time: 0.1797 data_time: 0.0094 loss: 1.1063 2023/03/27 01:48:39 - mmengine - INFO - Epoch(train) [248][ 200/5005] lr: 3.0623e-04 eta: 13:16:49 time: 0.1795 data_time: 0.0096 loss: 1.2233 2023/03/27 01:48:58 - mmengine - INFO - Epoch(train) [248][ 300/5005] lr: 3.0623e-04 eta: 13:16:31 time: 0.1783 data_time: 0.0093 loss: 1.2545 2023/03/27 01:49:16 - mmengine - INFO - Epoch(train) [248][ 400/5005] lr: 3.0623e-04 eta: 13:16:13 time: 0.1787 data_time: 0.0091 loss: 1.1519 2023/03/27 01:49:35 - mmengine - INFO - Epoch(train) [248][ 500/5005] lr: 3.0623e-04 eta: 13:15:55 time: 0.1775 data_time: 0.0092 loss: 1.1310 2023/03/27 01:49:53 - mmengine - INFO - Epoch(train) [248][ 600/5005] lr: 3.0623e-04 eta: 13:15:37 time: 0.1777 data_time: 0.0091 loss: 1.0649 2023/03/27 01:50:12 - mmengine - INFO - Epoch(train) [248][ 700/5005] lr: 3.0623e-04 eta: 13:15:19 time: 0.1795 data_time: 0.0092 loss: 1.1589 2023/03/27 01:50:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:50:31 - mmengine - INFO - Epoch(train) [248][ 800/5005] lr: 3.0623e-04 eta: 13:15:01 time: 0.1786 data_time: 0.0091 loss: 1.0256 2023/03/27 01:50:49 - mmengine - INFO - Epoch(train) [248][ 900/5005] lr: 3.0623e-04 eta: 13:14:43 time: 0.1772 data_time: 0.0093 loss: 1.2364 2023/03/27 01:51:08 - mmengine - INFO - Epoch(train) [248][1000/5005] lr: 3.0623e-04 eta: 13:14:25 time: 0.1796 data_time: 0.0096 loss: 1.1123 2023/03/27 01:51:27 - mmengine - INFO - Epoch(train) [248][1100/5005] lr: 3.0623e-04 eta: 13:14:07 time: 0.1797 data_time: 0.0092 loss: 1.2046 2023/03/27 01:51:46 - mmengine - INFO - Epoch(train) [248][1200/5005] lr: 3.0623e-04 eta: 13:13:49 time: 0.1778 data_time: 0.0088 loss: 1.0188 2023/03/27 01:52:04 - mmengine - INFO - Epoch(train) [248][1300/5005] lr: 3.0623e-04 eta: 13:13:31 time: 0.1793 data_time: 0.0092 loss: 1.2205 2023/03/27 01:52:23 - mmengine - INFO - Epoch(train) [248][1400/5005] lr: 3.0623e-04 eta: 13:13:13 time: 0.1787 data_time: 0.0094 loss: 1.0582 2023/03/27 01:52:41 - mmengine - INFO - Epoch(train) [248][1500/5005] lr: 3.0623e-04 eta: 13:12:55 time: 0.1792 data_time: 0.0093 loss: 1.3174 2023/03/27 01:53:00 - mmengine - INFO - Epoch(train) [248][1600/5005] lr: 3.0623e-04 eta: 13:12:37 time: 0.1766 data_time: 0.0089 loss: 1.2468 2023/03/27 01:53:19 - mmengine - INFO - Epoch(train) [248][1700/5005] lr: 3.0623e-04 eta: 13:12:19 time: 0.1795 data_time: 0.0096 loss: 1.0691 2023/03/27 01:53:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:53:37 - mmengine - INFO - Epoch(train) [248][1800/5005] lr: 3.0623e-04 eta: 13:12:01 time: 0.1782 data_time: 0.0096 loss: 1.3784 2023/03/27 01:53:56 - mmengine - INFO - Epoch(train) [248][1900/5005] lr: 3.0623e-04 eta: 13:11:43 time: 0.1792 data_time: 0.0096 loss: 1.1504 2023/03/27 01:54:15 - mmengine - INFO - Epoch(train) [248][2000/5005] lr: 3.0623e-04 eta: 13:11:25 time: 0.1960 data_time: 0.0089 loss: 1.2935 2023/03/27 01:54:33 - mmengine - INFO - Epoch(train) [248][2100/5005] lr: 3.0623e-04 eta: 13:11:07 time: 0.1782 data_time: 0.0095 loss: 1.2139 2023/03/27 01:54:52 - mmengine - INFO - Epoch(train) [248][2200/5005] lr: 3.0623e-04 eta: 13:10:49 time: 0.1784 data_time: 0.0092 loss: 1.2998 2023/03/27 01:55:11 - mmengine - INFO - Epoch(train) [248][2300/5005] lr: 3.0623e-04 eta: 13:10:30 time: 0.1787 data_time: 0.0090 loss: 1.5721 2023/03/27 01:55:29 - mmengine - INFO - Epoch(train) [248][2400/5005] lr: 3.0623e-04 eta: 13:10:12 time: 0.1803 data_time: 0.0094 loss: 1.1917 2023/03/27 01:55:48 - mmengine - INFO - Epoch(train) [248][2500/5005] lr: 3.0623e-04 eta: 13:09:54 time: 0.1786 data_time: 0.0092 loss: 1.1431 2023/03/27 01:56:06 - mmengine - INFO - Epoch(train) [248][2600/5005] lr: 3.0623e-04 eta: 13:09:36 time: 0.1824 data_time: 0.0091 loss: 1.0086 2023/03/27 01:56:25 - mmengine - INFO - Epoch(train) [248][2700/5005] lr: 3.0623e-04 eta: 13:09:18 time: 0.1783 data_time: 0.0089 loss: 1.1872 2023/03/27 01:56:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:56:44 - mmengine - INFO - Epoch(train) [248][2800/5005] lr: 3.0623e-04 eta: 13:09:00 time: 0.2041 data_time: 0.0092 loss: 1.3327 2023/03/27 01:57:03 - mmengine - INFO - Epoch(train) [248][2900/5005] lr: 3.0623e-04 eta: 13:08:42 time: 0.1787 data_time: 0.0094 loss: 0.9595 2023/03/27 01:57:21 - mmengine - INFO - Epoch(train) [248][3000/5005] lr: 3.0623e-04 eta: 13:08:24 time: 0.1784 data_time: 0.0091 loss: 1.1083 2023/03/27 01:57:40 - mmengine - INFO - Epoch(train) [248][3100/5005] lr: 3.0623e-04 eta: 13:08:06 time: 0.1796 data_time: 0.0094 loss: 1.1398 2023/03/27 01:57:58 - mmengine - INFO - Epoch(train) [248][3200/5005] lr: 3.0623e-04 eta: 13:07:48 time: 0.1786 data_time: 0.0090 loss: 1.2526 2023/03/27 01:58:17 - mmengine - INFO - Epoch(train) [248][3300/5005] lr: 3.0623e-04 eta: 13:07:30 time: 0.1784 data_time: 0.0090 loss: 1.3440 2023/03/27 01:58:36 - mmengine - INFO - Epoch(train) [248][3400/5005] lr: 3.0623e-04 eta: 13:07:12 time: 0.1790 data_time: 0.0095 loss: 1.1240 2023/03/27 01:58:54 - mmengine - INFO - Epoch(train) [248][3500/5005] lr: 3.0623e-04 eta: 13:06:54 time: 0.1796 data_time: 0.0095 loss: 1.2207 2023/03/27 01:59:13 - mmengine - INFO - Epoch(train) [248][3600/5005] lr: 3.0623e-04 eta: 13:06:36 time: 0.1964 data_time: 0.0090 loss: 1.1099 2023/03/27 01:59:32 - mmengine - INFO - Epoch(train) [248][3700/5005] lr: 3.0623e-04 eta: 13:06:18 time: 0.2022 data_time: 0.0093 loss: 0.9867 2023/03/27 01:59:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 01:59:51 - mmengine - INFO - Epoch(train) [248][3800/5005] lr: 3.0623e-04 eta: 13:06:00 time: 0.1792 data_time: 0.0098 loss: 1.2056 2023/03/27 02:00:09 - mmengine - INFO - Epoch(train) [248][3900/5005] lr: 3.0623e-04 eta: 13:05:42 time: 0.1796 data_time: 0.0093 loss: 1.2756 2023/03/27 02:00:28 - mmengine - INFO - Epoch(train) [248][4000/5005] lr: 3.0623e-04 eta: 13:05:24 time: 0.1787 data_time: 0.0088 loss: 1.2005 2023/03/27 02:00:46 - mmengine - INFO - Epoch(train) [248][4100/5005] lr: 3.0623e-04 eta: 13:05:06 time: 0.1790 data_time: 0.0094 loss: 1.2542 2023/03/27 02:01:05 - mmengine - INFO - Epoch(train) [248][4200/5005] lr: 3.0623e-04 eta: 13:04:48 time: 0.1780 data_time: 0.0094 loss: 1.1077 2023/03/27 02:01:23 - mmengine - INFO - Epoch(train) [248][4300/5005] lr: 3.0623e-04 eta: 13:04:30 time: 0.1813 data_time: 0.0095 loss: 1.1561 2023/03/27 02:01:42 - mmengine - INFO - Epoch(train) [248][4400/5005] lr: 3.0623e-04 eta: 13:04:12 time: 0.2082 data_time: 0.0090 loss: 1.0714 2023/03/27 02:02:01 - mmengine - INFO - Epoch(train) [248][4500/5005] lr: 3.0623e-04 eta: 13:03:54 time: 0.1805 data_time: 0.0092 loss: 1.1619 2023/03/27 02:02:20 - mmengine - INFO - Epoch(train) [248][4600/5005] lr: 3.0623e-04 eta: 13:03:36 time: 0.1993 data_time: 0.0092 loss: 1.2790 2023/03/27 02:02:39 - mmengine - INFO - Epoch(train) [248][4700/5005] lr: 3.0623e-04 eta: 13:03:18 time: 0.1795 data_time: 0.0097 loss: 1.0386 2023/03/27 02:02:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:02:57 - mmengine - INFO - Epoch(train) [248][4800/5005] lr: 3.0623e-04 eta: 13:03:00 time: 0.1793 data_time: 0.0092 loss: 1.0949 2023/03/27 02:03:16 - mmengine - INFO - Epoch(train) [248][4900/5005] lr: 3.0623e-04 eta: 13:02:42 time: 0.1773 data_time: 0.0090 loss: 1.2892 2023/03/27 02:03:34 - mmengine - INFO - Epoch(train) [248][5000/5005] lr: 3.0623e-04 eta: 13:02:24 time: 0.1752 data_time: 0.0090 loss: 1.1420 2023/03/27 02:03:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:03:36 - mmengine - INFO - Saving checkpoint at 248 epochs 2023/03/27 02:03:44 - mmengine - INFO - Epoch(val) [248][100/196] eta: 0:00:07 time: 0.0640 data_time: 0.0265 2023/03/27 02:04:14 - mmengine - INFO - Epoch(val) [248][196/196] accuracy/top1: 71.4700 accuracy/top5: 90.1640data_time: 0.0699 time: 0.1028 2023/03/27 02:04:33 - mmengine - INFO - Epoch(train) [249][ 100/5005] lr: 3.0011e-04 eta: 13:02:05 time: 0.1815 data_time: 0.0103 loss: 1.1373 2023/03/27 02:04:52 - mmengine - INFO - Epoch(train) [249][ 200/5005] lr: 3.0011e-04 eta: 13:01:47 time: 0.1787 data_time: 0.0097 loss: 1.1564 2023/03/27 02:05:11 - mmengine - INFO - Epoch(train) [249][ 300/5005] lr: 3.0011e-04 eta: 13:01:29 time: 0.1791 data_time: 0.0095 loss: 1.1538 2023/03/27 02:05:30 - mmengine - INFO - Epoch(train) [249][ 400/5005] lr: 3.0011e-04 eta: 13:01:11 time: 0.1779 data_time: 0.0094 loss: 1.0569 2023/03/27 02:05:48 - mmengine - INFO - Epoch(train) [249][ 500/5005] lr: 3.0011e-04 eta: 13:00:53 time: 0.1794 data_time: 0.0099 loss: 1.1748 2023/03/27 02:06:07 - mmengine - INFO - Epoch(train) [249][ 600/5005] lr: 3.0011e-04 eta: 13:00:35 time: 0.1784 data_time: 0.0097 loss: 1.2337 2023/03/27 02:06:26 - mmengine - INFO - Epoch(train) [249][ 700/5005] lr: 3.0011e-04 eta: 13:00:17 time: 0.2005 data_time: 0.0100 loss: 1.1879 2023/03/27 02:06:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:06:44 - mmengine - INFO - Epoch(train) [249][ 800/5005] lr: 3.0011e-04 eta: 12:59:59 time: 0.1792 data_time: 0.0098 loss: 1.2358 2023/03/27 02:07:03 - mmengine - INFO - Epoch(train) [249][ 900/5005] lr: 3.0011e-04 eta: 12:59:41 time: 0.1790 data_time: 0.0099 loss: 1.2399 2023/03/27 02:07:22 - mmengine - INFO - Epoch(train) [249][1000/5005] lr: 3.0011e-04 eta: 12:59:23 time: 0.1779 data_time: 0.0094 loss: 1.2380 2023/03/27 02:07:40 - mmengine - INFO - Epoch(train) [249][1100/5005] lr: 3.0011e-04 eta: 12:59:05 time: 0.1791 data_time: 0.0095 loss: 1.2107 2023/03/27 02:07:59 - mmengine - INFO - Epoch(train) [249][1200/5005] lr: 3.0011e-04 eta: 12:58:47 time: 0.1798 data_time: 0.0100 loss: 1.2257 2023/03/27 02:08:18 - mmengine - INFO - Epoch(train) [249][1300/5005] lr: 3.0011e-04 eta: 12:58:29 time: 0.1792 data_time: 0.0095 loss: 1.3776 2023/03/27 02:08:37 - mmengine - INFO - Epoch(train) [249][1400/5005] lr: 3.0011e-04 eta: 12:58:11 time: 0.1793 data_time: 0.0093 loss: 1.1185 2023/03/27 02:08:56 - mmengine - INFO - Epoch(train) [249][1500/5005] lr: 3.0011e-04 eta: 12:57:53 time: 0.1781 data_time: 0.0097 loss: 1.1937 2023/03/27 02:09:15 - mmengine - INFO - Epoch(train) [249][1600/5005] lr: 3.0011e-04 eta: 12:57:35 time: 0.2123 data_time: 0.0097 loss: 1.0079 2023/03/27 02:09:33 - mmengine - INFO - Epoch(train) [249][1700/5005] lr: 3.0011e-04 eta: 12:57:16 time: 0.1788 data_time: 0.0098 loss: 1.2851 2023/03/27 02:09:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:09:52 - mmengine - INFO - Epoch(train) [249][1800/5005] lr: 3.0011e-04 eta: 12:56:58 time: 0.1792 data_time: 0.0094 loss: 1.2365 2023/03/27 02:10:11 - mmengine - INFO - Epoch(train) [249][1900/5005] lr: 3.0011e-04 eta: 12:56:40 time: 0.1798 data_time: 0.0100 loss: 1.1336 2023/03/27 02:10:29 - mmengine - INFO - Epoch(train) [249][2000/5005] lr: 3.0011e-04 eta: 12:56:22 time: 0.1774 data_time: 0.0094 loss: 1.1784 2023/03/27 02:10:48 - mmengine - INFO - Epoch(train) [249][2100/5005] lr: 3.0011e-04 eta: 12:56:04 time: 0.1785 data_time: 0.0095 loss: 1.0583 2023/03/27 02:11:07 - mmengine - INFO - Epoch(train) [249][2200/5005] lr: 3.0011e-04 eta: 12:55:46 time: 0.1787 data_time: 0.0092 loss: 1.2012 2023/03/27 02:11:26 - mmengine - INFO - Epoch(train) [249][2300/5005] lr: 3.0011e-04 eta: 12:55:28 time: 0.1805 data_time: 0.0099 loss: 1.1295 2023/03/27 02:11:44 - mmengine - INFO - Epoch(train) [249][2400/5005] lr: 3.0011e-04 eta: 12:55:10 time: 0.1797 data_time: 0.0100 loss: 1.1513 2023/03/27 02:12:03 - mmengine - INFO - Epoch(train) [249][2500/5005] lr: 3.0011e-04 eta: 12:54:52 time: 0.1787 data_time: 0.0099 loss: 1.0723 2023/03/27 02:12:22 - mmengine - INFO - Epoch(train) [249][2600/5005] lr: 3.0011e-04 eta: 12:54:34 time: 0.1794 data_time: 0.0097 loss: 1.2678 2023/03/27 02:12:40 - mmengine - INFO - Epoch(train) [249][2700/5005] lr: 3.0011e-04 eta: 12:54:16 time: 0.1799 data_time: 0.0101 loss: 1.0542 2023/03/27 02:12:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:12:59 - mmengine - INFO - Epoch(train) [249][2800/5005] lr: 3.0011e-04 eta: 12:53:58 time: 0.1780 data_time: 0.0099 loss: 1.0839 2023/03/27 02:13:18 - mmengine - INFO - Epoch(train) [249][2900/5005] lr: 3.0011e-04 eta: 12:53:40 time: 0.1781 data_time: 0.0097 loss: 1.1118 2023/03/27 02:13:37 - mmengine - INFO - Epoch(train) [249][3000/5005] lr: 3.0011e-04 eta: 12:53:22 time: 0.1799 data_time: 0.0098 loss: 1.2112 2023/03/27 02:13:56 - mmengine - INFO - Epoch(train) [249][3100/5005] lr: 3.0011e-04 eta: 12:53:04 time: 0.1792 data_time: 0.0098 loss: 1.1642 2023/03/27 02:14:14 - mmengine - INFO - Epoch(train) [249][3200/5005] lr: 3.0011e-04 eta: 12:52:46 time: 0.1789 data_time: 0.0098 loss: 1.2488 2023/03/27 02:14:33 - mmengine - INFO - Epoch(train) [249][3300/5005] lr: 3.0011e-04 eta: 12:52:28 time: 0.1787 data_time: 0.0100 loss: 0.9977 2023/03/27 02:14:52 - mmengine - INFO - Epoch(train) [249][3400/5005] lr: 3.0011e-04 eta: 12:52:10 time: 0.1795 data_time: 0.0098 loss: 1.3276 2023/03/27 02:15:11 - mmengine - INFO - Epoch(train) [249][3500/5005] lr: 3.0011e-04 eta: 12:51:52 time: 0.1816 data_time: 0.0106 loss: 1.0519 2023/03/27 02:15:29 - mmengine - INFO - Epoch(train) [249][3600/5005] lr: 3.0011e-04 eta: 12:51:34 time: 0.1788 data_time: 0.0096 loss: 1.3562 2023/03/27 02:15:48 - mmengine - INFO - Epoch(train) [249][3700/5005] lr: 3.0011e-04 eta: 12:51:16 time: 0.1792 data_time: 0.0100 loss: 1.0937 2023/03/27 02:15:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:16:07 - mmengine - INFO - Epoch(train) [249][3800/5005] lr: 3.0011e-04 eta: 12:50:58 time: 0.1782 data_time: 0.0094 loss: 1.1752 2023/03/27 02:16:25 - mmengine - INFO - Epoch(train) [249][3900/5005] lr: 3.0011e-04 eta: 12:50:40 time: 0.1791 data_time: 0.0103 loss: 1.1984 2023/03/27 02:16:44 - mmengine - INFO - Epoch(train) [249][4000/5005] lr: 3.0011e-04 eta: 12:50:22 time: 0.1790 data_time: 0.0097 loss: 1.1043 2023/03/27 02:17:03 - mmengine - INFO - Epoch(train) [249][4100/5005] lr: 3.0011e-04 eta: 12:50:04 time: 0.1792 data_time: 0.0099 loss: 1.2431 2023/03/27 02:17:22 - mmengine - INFO - Epoch(train) [249][4200/5005] lr: 3.0011e-04 eta: 12:49:46 time: 0.1798 data_time: 0.0099 loss: 1.2415 2023/03/27 02:17:41 - mmengine - INFO - Epoch(train) [249][4300/5005] lr: 3.0011e-04 eta: 12:49:28 time: 0.1789 data_time: 0.0096 loss: 1.2567 2023/03/27 02:17:59 - mmengine - INFO - Epoch(train) [249][4400/5005] lr: 3.0011e-04 eta: 12:49:10 time: 0.1784 data_time: 0.0099 loss: 1.1744 2023/03/27 02:18:18 - mmengine - INFO - Epoch(train) [249][4500/5005] lr: 3.0011e-04 eta: 12:48:52 time: 0.1792 data_time: 0.0094 loss: 1.1438 2023/03/27 02:18:37 - mmengine - INFO - Epoch(train) [249][4600/5005] lr: 3.0011e-04 eta: 12:48:34 time: 0.1962 data_time: 0.0096 loss: 1.3872 2023/03/27 02:18:55 - mmengine - INFO - Epoch(train) [249][4700/5005] lr: 3.0011e-04 eta: 12:48:16 time: 0.1781 data_time: 0.0096 loss: 1.3176 2023/03/27 02:19:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:19:14 - mmengine - INFO - Epoch(train) [249][4800/5005] lr: 3.0011e-04 eta: 12:47:58 time: 0.1903 data_time: 0.0098 loss: 1.1874 2023/03/27 02:19:33 - mmengine - INFO - Epoch(train) [249][4900/5005] lr: 3.0011e-04 eta: 12:47:40 time: 0.1789 data_time: 0.0100 loss: 1.2535 2023/03/27 02:19:52 - mmengine - INFO - Epoch(train) [249][5000/5005] lr: 3.0011e-04 eta: 12:47:22 time: 0.1761 data_time: 0.0095 loss: 0.8863 2023/03/27 02:19:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:19:53 - mmengine - INFO - Saving checkpoint at 249 epochs 2023/03/27 02:20:01 - mmengine - INFO - Epoch(val) [249][100/196] eta: 0:00:07 time: 0.0635 data_time: 0.0262 2023/03/27 02:20:31 - mmengine - INFO - Epoch(val) [249][196/196] accuracy/top1: 71.6300 accuracy/top5: 90.2100data_time: 0.0714 time: 0.1040 2023/03/27 02:20:51 - mmengine - INFO - Epoch(train) [250][ 100/5005] lr: 2.9411e-04 eta: 12:47:03 time: 0.1787 data_time: 0.0091 loss: 1.1282 2023/03/27 02:21:09 - mmengine - INFO - Epoch(train) [250][ 200/5005] lr: 2.9411e-04 eta: 12:46:45 time: 0.1772 data_time: 0.0091 loss: 1.0530 2023/03/27 02:21:28 - mmengine - INFO - Epoch(train) [250][ 300/5005] lr: 2.9411e-04 eta: 12:46:27 time: 0.1787 data_time: 0.0091 loss: 1.3190 2023/03/27 02:21:46 - mmengine - INFO - Epoch(train) [250][ 400/5005] lr: 2.9411e-04 eta: 12:46:09 time: 0.1779 data_time: 0.0091 loss: 1.1125 2023/03/27 02:22:05 - mmengine - INFO - Epoch(train) [250][ 500/5005] lr: 2.9411e-04 eta: 12:45:51 time: 0.1795 data_time: 0.0093 loss: 1.1194 2023/03/27 02:22:23 - mmengine - INFO - Epoch(train) [250][ 600/5005] lr: 2.9411e-04 eta: 12:45:33 time: 0.1929 data_time: 0.0085 loss: 1.2264 2023/03/27 02:22:42 - mmengine - INFO - Epoch(train) [250][ 700/5005] lr: 2.9411e-04 eta: 12:45:15 time: 0.1778 data_time: 0.0089 loss: 1.0566 2023/03/27 02:22:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:23:00 - mmengine - INFO - Epoch(train) [250][ 800/5005] lr: 2.9411e-04 eta: 12:44:57 time: 0.1769 data_time: 0.0086 loss: 1.1813 2023/03/27 02:23:19 - mmengine - INFO - Epoch(train) [250][ 900/5005] lr: 2.9411e-04 eta: 12:44:39 time: 0.1795 data_time: 0.0091 loss: 1.2167 2023/03/27 02:23:38 - mmengine - INFO - Epoch(train) [250][1000/5005] lr: 2.9411e-04 eta: 12:44:21 time: 0.2014 data_time: 0.0089 loss: 1.0916 2023/03/27 02:23:57 - mmengine - INFO - Epoch(train) [250][1100/5005] lr: 2.9411e-04 eta: 12:44:03 time: 0.1784 data_time: 0.0089 loss: 1.0819 2023/03/27 02:24:15 - mmengine - INFO - Epoch(train) [250][1200/5005] lr: 2.9411e-04 eta: 12:43:45 time: 0.1791 data_time: 0.0090 loss: 1.2288 2023/03/27 02:24:34 - mmengine - INFO - Epoch(train) [250][1300/5005] lr: 2.9411e-04 eta: 12:43:26 time: 0.1788 data_time: 0.0090 loss: 1.1835 2023/03/27 02:24:52 - mmengine - INFO - Epoch(train) [250][1400/5005] lr: 2.9411e-04 eta: 12:43:08 time: 0.1778 data_time: 0.0090 loss: 1.1008 2023/03/27 02:25:11 - mmengine - INFO - Epoch(train) [250][1500/5005] lr: 2.9411e-04 eta: 12:42:50 time: 0.1773 data_time: 0.0089 loss: 1.1835 2023/03/27 02:25:29 - mmengine - INFO - Epoch(train) [250][1600/5005] lr: 2.9411e-04 eta: 12:42:32 time: 0.1791 data_time: 0.0092 loss: 1.1290 2023/03/27 02:25:48 - mmengine - INFO - Epoch(train) [250][1700/5005] lr: 2.9411e-04 eta: 12:42:14 time: 0.1783 data_time: 0.0092 loss: 1.1946 2023/03/27 02:25:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:26:06 - mmengine - INFO - Epoch(train) [250][1800/5005] lr: 2.9411e-04 eta: 12:41:56 time: 0.1778 data_time: 0.0091 loss: 1.0371 2023/03/27 02:26:25 - mmengine - INFO - Epoch(train) [250][1900/5005] lr: 2.9411e-04 eta: 12:41:38 time: 0.1781 data_time: 0.0089 loss: 1.1110 2023/03/27 02:26:44 - mmengine - INFO - Epoch(train) [250][2000/5005] lr: 2.9411e-04 eta: 12:41:20 time: 0.1774 data_time: 0.0088 loss: 1.2795 2023/03/27 02:27:03 - mmengine - INFO - Epoch(train) [250][2100/5005] lr: 2.9411e-04 eta: 12:41:02 time: 0.1784 data_time: 0.0092 loss: 1.1085 2023/03/27 02:27:21 - mmengine - INFO - Epoch(train) [250][2200/5005] lr: 2.9411e-04 eta: 12:40:44 time: 0.1776 data_time: 0.0090 loss: 1.3045 2023/03/27 02:27:40 - mmengine - INFO - Epoch(train) [250][2300/5005] lr: 2.9411e-04 eta: 12:40:26 time: 0.1790 data_time: 0.0090 loss: 1.1887 2023/03/27 02:27:59 - mmengine - INFO - Epoch(train) [250][2400/5005] lr: 2.9411e-04 eta: 12:40:08 time: 0.1783 data_time: 0.0091 loss: 1.2350 2023/03/27 02:28:17 - mmengine - INFO - Epoch(train) [250][2500/5005] lr: 2.9411e-04 eta: 12:39:50 time: 0.1791 data_time: 0.0093 loss: 1.1878 2023/03/27 02:28:36 - mmengine - INFO - Epoch(train) [250][2600/5005] lr: 2.9411e-04 eta: 12:39:32 time: 0.1891 data_time: 0.0091 loss: 1.1695 2023/03/27 02:28:54 - mmengine - INFO - Epoch(train) [250][2700/5005] lr: 2.9411e-04 eta: 12:39:14 time: 0.1785 data_time: 0.0091 loss: 1.0434 2023/03/27 02:29:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:29:13 - mmengine - INFO - Epoch(train) [250][2800/5005] lr: 2.9411e-04 eta: 12:38:56 time: 0.2032 data_time: 0.0087 loss: 1.1374 2023/03/27 02:29:32 - mmengine - INFO - Epoch(train) [250][2900/5005] lr: 2.9411e-04 eta: 12:38:38 time: 0.1779 data_time: 0.0089 loss: 1.1517 2023/03/27 02:29:50 - mmengine - INFO - Epoch(train) [250][3000/5005] lr: 2.9411e-04 eta: 12:38:20 time: 0.1789 data_time: 0.0097 loss: 1.2795 2023/03/27 02:30:09 - mmengine - INFO - Epoch(train) [250][3100/5005] lr: 2.9411e-04 eta: 12:38:02 time: 0.1777 data_time: 0.0088 loss: 1.2748 2023/03/27 02:30:27 - mmengine - INFO - Epoch(train) [250][3200/5005] lr: 2.9411e-04 eta: 12:37:44 time: 0.1959 data_time: 0.0085 loss: 1.2759 2023/03/27 02:30:46 - mmengine - INFO - Epoch(train) [250][3300/5005] lr: 2.9411e-04 eta: 12:37:26 time: 0.1795 data_time: 0.0094 loss: 1.0563 2023/03/27 02:31:04 - mmengine - INFO - Epoch(train) [250][3400/5005] lr: 2.9411e-04 eta: 12:37:08 time: 0.1791 data_time: 0.0090 loss: 1.1539 2023/03/27 02:31:23 - mmengine - INFO - Epoch(train) [250][3500/5005] lr: 2.9411e-04 eta: 12:36:50 time: 0.1780 data_time: 0.0089 loss: 1.3152 2023/03/27 02:31:42 - mmengine - INFO - Epoch(train) [250][3600/5005] lr: 2.9411e-04 eta: 12:36:31 time: 0.1785 data_time: 0.0092 loss: 1.2999 2023/03/27 02:32:01 - mmengine - INFO - Epoch(train) [250][3700/5005] lr: 2.9411e-04 eta: 12:36:14 time: 0.1795 data_time: 0.0094 loss: 1.1970 2023/03/27 02:32:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:32:19 - mmengine - INFO - Epoch(train) [250][3800/5005] lr: 2.9411e-04 eta: 12:35:55 time: 0.1784 data_time: 0.0090 loss: 1.2320 2023/03/27 02:32:38 - mmengine - INFO - Epoch(train) [250][3900/5005] lr: 2.9411e-04 eta: 12:35:37 time: 0.1778 data_time: 0.0092 loss: 1.2469 2023/03/27 02:32:56 - mmengine - INFO - Epoch(train) [250][4000/5005] lr: 2.9411e-04 eta: 12:35:19 time: 0.1771 data_time: 0.0090 loss: 1.1288 2023/03/27 02:33:15 - mmengine - INFO - Epoch(train) [250][4100/5005] lr: 2.9411e-04 eta: 12:35:01 time: 0.1773 data_time: 0.0091 loss: 1.2170 2023/03/27 02:33:34 - mmengine - INFO - Epoch(train) [250][4200/5005] lr: 2.9411e-04 eta: 12:34:43 time: 0.1782 data_time: 0.0089 loss: 1.1467 2023/03/27 02:33:52 - mmengine - INFO - Epoch(train) [250][4300/5005] lr: 2.9411e-04 eta: 12:34:25 time: 0.1793 data_time: 0.0088 loss: 1.1870 2023/03/27 02:34:11 - mmengine - INFO - Epoch(train) [250][4400/5005] lr: 2.9411e-04 eta: 12:34:07 time: 0.1782 data_time: 0.0094 loss: 1.4488 2023/03/27 02:34:29 - mmengine - INFO - Epoch(train) [250][4500/5005] lr: 2.9411e-04 eta: 12:33:49 time: 0.1781 data_time: 0.0093 loss: 1.1030 2023/03/27 02:34:48 - mmengine - INFO - Epoch(train) [250][4600/5005] lr: 2.9411e-04 eta: 12:33:31 time: 0.1792 data_time: 0.0089 loss: 1.1542 2023/03/27 02:35:06 - mmengine - INFO - Epoch(train) [250][4700/5005] lr: 2.9411e-04 eta: 12:33:13 time: 0.1792 data_time: 0.0093 loss: 1.0674 2023/03/27 02:35:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:35:25 - mmengine - INFO - Epoch(train) [250][4800/5005] lr: 2.9411e-04 eta: 12:32:55 time: 0.1777 data_time: 0.0090 loss: 1.0728 2023/03/27 02:35:44 - mmengine - INFO - Epoch(train) [250][4900/5005] lr: 2.9411e-04 eta: 12:32:37 time: 0.1778 data_time: 0.0088 loss: 1.1106 2023/03/27 02:36:02 - mmengine - INFO - Epoch(train) [250][5000/5005] lr: 2.9411e-04 eta: 12:32:19 time: 0.1750 data_time: 0.0091 loss: 1.1811 2023/03/27 02:36:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:36:04 - mmengine - INFO - Saving checkpoint at 250 epochs 2023/03/27 02:36:12 - mmengine - INFO - Epoch(val) [250][100/196] eta: 0:00:07 time: 0.0648 data_time: 0.0267 2023/03/27 02:36:41 - mmengine - INFO - Epoch(val) [250][196/196] accuracy/top1: 71.4860 accuracy/top5: 90.1520data_time: 0.0708 time: 0.1043 2023/03/27 02:37:01 - mmengine - INFO - Epoch(train) [251][ 100/5005] lr: 2.8822e-04 eta: 12:32:00 time: 0.1789 data_time: 0.0095 loss: 1.1868 2023/03/27 02:37:20 - mmengine - INFO - Epoch(train) [251][ 200/5005] lr: 2.8822e-04 eta: 12:31:42 time: 0.1803 data_time: 0.0096 loss: 1.1542 2023/03/27 02:37:38 - mmengine - INFO - Epoch(train) [251][ 300/5005] lr: 2.8822e-04 eta: 12:31:24 time: 0.1794 data_time: 0.0092 loss: 1.2371 2023/03/27 02:37:57 - mmengine - INFO - Epoch(train) [251][ 400/5005] lr: 2.8822e-04 eta: 12:31:06 time: 0.1785 data_time: 0.0090 loss: 1.0816 2023/03/27 02:38:16 - mmengine - INFO - Epoch(train) [251][ 500/5005] lr: 2.8822e-04 eta: 12:30:48 time: 0.1792 data_time: 0.0088 loss: 1.2545 2023/03/27 02:38:34 - mmengine - INFO - Epoch(train) [251][ 600/5005] lr: 2.8822e-04 eta: 12:30:30 time: 0.1804 data_time: 0.0093 loss: 1.1726 2023/03/27 02:38:53 - mmengine - INFO - Epoch(train) [251][ 700/5005] lr: 2.8822e-04 eta: 12:30:12 time: 0.1783 data_time: 0.0092 loss: 1.1660 2023/03/27 02:39:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:39:12 - mmengine - INFO - Epoch(train) [251][ 800/5005] lr: 2.8822e-04 eta: 12:29:54 time: 0.1803 data_time: 0.0095 loss: 1.1929 2023/03/27 02:39:31 - mmengine - INFO - Epoch(train) [251][ 900/5005] lr: 2.8822e-04 eta: 12:29:36 time: 0.1953 data_time: 0.0088 loss: 1.1672 2023/03/27 02:39:49 - mmengine - INFO - Epoch(train) [251][1000/5005] lr: 2.8822e-04 eta: 12:29:18 time: 0.1792 data_time: 0.0092 loss: 1.3852 2023/03/27 02:40:08 - mmengine - INFO - Epoch(train) [251][1100/5005] lr: 2.8822e-04 eta: 12:29:00 time: 0.1785 data_time: 0.0091 loss: 1.0742 2023/03/27 02:40:27 - mmengine - INFO - Epoch(train) [251][1200/5005] lr: 2.8822e-04 eta: 12:28:42 time: 0.1783 data_time: 0.0089 loss: 1.0506 2023/03/27 02:40:45 - mmengine - INFO - Epoch(train) [251][1300/5005] lr: 2.8822e-04 eta: 12:28:24 time: 0.1800 data_time: 0.0098 loss: 1.2301 2023/03/27 02:41:04 - mmengine - INFO - Epoch(train) [251][1400/5005] lr: 2.8822e-04 eta: 12:28:06 time: 0.2002 data_time: 0.0089 loss: 1.2870 2023/03/27 02:41:23 - mmengine - INFO - Epoch(train) [251][1500/5005] lr: 2.8822e-04 eta: 12:27:48 time: 0.1793 data_time: 0.0095 loss: 1.2835 2023/03/27 02:41:42 - mmengine - INFO - Epoch(train) [251][1600/5005] lr: 2.8822e-04 eta: 12:27:30 time: 0.1806 data_time: 0.0095 loss: 1.0604 2023/03/27 02:42:00 - mmengine - INFO - Epoch(train) [251][1700/5005] lr: 2.8822e-04 eta: 12:27:12 time: 0.1779 data_time: 0.0091 loss: 1.1914 2023/03/27 02:42:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:42:19 - mmengine - INFO - Epoch(train) [251][1800/5005] lr: 2.8822e-04 eta: 12:26:54 time: 0.1795 data_time: 0.0094 loss: 1.1873 2023/03/27 02:42:38 - mmengine - INFO - Epoch(train) [251][1900/5005] lr: 2.8822e-04 eta: 12:26:36 time: 0.1797 data_time: 0.0094 loss: 1.1891 2023/03/27 02:42:56 - mmengine - INFO - Epoch(train) [251][2000/5005] lr: 2.8822e-04 eta: 12:26:18 time: 0.1802 data_time: 0.0097 loss: 1.1743 2023/03/27 02:43:15 - mmengine - INFO - Epoch(train) [251][2100/5005] lr: 2.8822e-04 eta: 12:26:00 time: 0.1815 data_time: 0.0094 loss: 1.0355 2023/03/27 02:43:34 - mmengine - INFO - Epoch(train) [251][2200/5005] lr: 2.8822e-04 eta: 12:25:42 time: 0.1745 data_time: 0.0089 loss: 1.1684 2023/03/27 02:43:53 - mmengine - INFO - Epoch(train) [251][2300/5005] lr: 2.8822e-04 eta: 12:25:24 time: 0.2020 data_time: 0.0089 loss: 1.3000 2023/03/27 02:44:12 - mmengine - INFO - Epoch(train) [251][2400/5005] lr: 2.8822e-04 eta: 12:25:06 time: 0.1797 data_time: 0.0093 loss: 1.2897 2023/03/27 02:44:30 - mmengine - INFO - Epoch(train) [251][2500/5005] lr: 2.8822e-04 eta: 12:24:48 time: 0.1804 data_time: 0.0096 loss: 1.1395 2023/03/27 02:44:49 - mmengine - INFO - Epoch(train) [251][2600/5005] lr: 2.8822e-04 eta: 12:24:30 time: 0.1789 data_time: 0.0091 loss: 1.1442 2023/03/27 02:45:07 - mmengine - INFO - Epoch(train) [251][2700/5005] lr: 2.8822e-04 eta: 12:24:12 time: 0.1793 data_time: 0.0094 loss: 1.0535 2023/03/27 02:45:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:45:26 - mmengine - INFO - Epoch(train) [251][2800/5005] lr: 2.8822e-04 eta: 12:23:54 time: 0.1996 data_time: 0.0091 loss: 1.2289 2023/03/27 02:45:45 - mmengine - INFO - Epoch(train) [251][2900/5005] lr: 2.8822e-04 eta: 12:23:36 time: 0.1805 data_time: 0.0090 loss: 1.3790 2023/03/27 02:46:04 - mmengine - INFO - Epoch(train) [251][3000/5005] lr: 2.8822e-04 eta: 12:23:18 time: 0.1793 data_time: 0.0095 loss: 1.2379 2023/03/27 02:46:23 - mmengine - INFO - Epoch(train) [251][3100/5005] lr: 2.8822e-04 eta: 12:23:00 time: 0.1782 data_time: 0.0089 loss: 1.4003 2023/03/27 02:46:41 - mmengine - INFO - Epoch(train) [251][3200/5005] lr: 2.8822e-04 eta: 12:22:42 time: 0.1939 data_time: 0.0087 loss: 1.1803 2023/03/27 02:47:00 - mmengine - INFO - Epoch(train) [251][3300/5005] lr: 2.8822e-04 eta: 12:22:24 time: 0.1789 data_time: 0.0090 loss: 1.3096 2023/03/27 02:47:19 - mmengine - INFO - Epoch(train) [251][3400/5005] lr: 2.8822e-04 eta: 12:22:06 time: 0.1791 data_time: 0.0092 loss: 1.1257 2023/03/27 02:47:37 - mmengine - INFO - Epoch(train) [251][3500/5005] lr: 2.8822e-04 eta: 12:21:47 time: 0.1797 data_time: 0.0095 loss: 1.2723 2023/03/27 02:47:56 - mmengine - INFO - Epoch(train) [251][3600/5005] lr: 2.8822e-04 eta: 12:21:29 time: 0.1783 data_time: 0.0091 loss: 1.1666 2023/03/27 02:48:15 - mmengine - INFO - Epoch(train) [251][3700/5005] lr: 2.8822e-04 eta: 12:21:11 time: 0.1800 data_time: 0.0093 loss: 1.0416 2023/03/27 02:48:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:48:33 - mmengine - INFO - Epoch(train) [251][3800/5005] lr: 2.8822e-04 eta: 12:20:53 time: 0.1780 data_time: 0.0091 loss: 1.0834 2023/03/27 02:48:52 - mmengine - INFO - Epoch(train) [251][3900/5005] lr: 2.8822e-04 eta: 12:20:35 time: 0.1969 data_time: 0.0090 loss: 1.1891 2023/03/27 02:49:11 - mmengine - INFO - Epoch(train) [251][4000/5005] lr: 2.8822e-04 eta: 12:20:17 time: 0.1793 data_time: 0.0090 loss: 1.1101 2023/03/27 02:49:30 - mmengine - INFO - Epoch(train) [251][4100/5005] lr: 2.8822e-04 eta: 12:19:59 time: 0.1809 data_time: 0.0095 loss: 1.2373 2023/03/27 02:49:49 - mmengine - INFO - Epoch(train) [251][4200/5005] lr: 2.8822e-04 eta: 12:19:41 time: 0.1799 data_time: 0.0094 loss: 1.0485 2023/03/27 02:50:07 - mmengine - INFO - Epoch(train) [251][4300/5005] lr: 2.8822e-04 eta: 12:19:23 time: 0.1791 data_time: 0.0094 loss: 0.8966 2023/03/27 02:50:26 - mmengine - INFO - Epoch(train) [251][4400/5005] lr: 2.8822e-04 eta: 12:19:05 time: 0.1802 data_time: 0.0092 loss: 1.2208 2023/03/27 02:50:45 - mmengine - INFO - Epoch(train) [251][4500/5005] lr: 2.8822e-04 eta: 12:18:47 time: 0.1787 data_time: 0.0092 loss: 1.1203 2023/03/27 02:51:03 - mmengine - INFO - Epoch(train) [251][4600/5005] lr: 2.8822e-04 eta: 12:18:29 time: 0.1787 data_time: 0.0092 loss: 1.1856 2023/03/27 02:51:22 - mmengine - INFO - Epoch(train) [251][4700/5005] lr: 2.8822e-04 eta: 12:18:11 time: 0.1799 data_time: 0.0095 loss: 1.2814 2023/03/27 02:51:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:51:41 - mmengine - INFO - Epoch(train) [251][4800/5005] lr: 2.8822e-04 eta: 12:17:53 time: 0.1796 data_time: 0.0092 loss: 1.1476 2023/03/27 02:51:59 - mmengine - INFO - Epoch(train) [251][4900/5005] lr: 2.8822e-04 eta: 12:17:35 time: 0.1792 data_time: 0.0092 loss: 1.3106 2023/03/27 02:52:18 - mmengine - INFO - Epoch(train) [251][5000/5005] lr: 2.8822e-04 eta: 12:17:17 time: 0.1759 data_time: 0.0093 loss: 1.2020 2023/03/27 02:52:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:52:19 - mmengine - INFO - Saving checkpoint at 251 epochs 2023/03/27 02:52:28 - mmengine - INFO - Epoch(val) [251][100/196] eta: 0:00:07 time: 0.0588 data_time: 0.0192 2023/03/27 02:52:57 - mmengine - INFO - Epoch(val) [251][196/196] accuracy/top1: 71.6300 accuracy/top5: 90.1880data_time: 0.0681 time: 0.1023 2023/03/27 02:53:17 - mmengine - INFO - Epoch(train) [252][ 100/5005] lr: 2.8246e-04 eta: 12:16:58 time: 0.1781 data_time: 0.0092 loss: 1.1078 2023/03/27 02:53:36 - mmengine - INFO - Epoch(train) [252][ 200/5005] lr: 2.8246e-04 eta: 12:16:40 time: 0.1788 data_time: 0.0093 loss: 1.3893 2023/03/27 02:53:54 - mmengine - INFO - Epoch(train) [252][ 300/5005] lr: 2.8246e-04 eta: 12:16:22 time: 0.1774 data_time: 0.0091 loss: 1.1098 2023/03/27 02:54:13 - mmengine - INFO - Epoch(train) [252][ 400/5005] lr: 2.8246e-04 eta: 12:16:04 time: 0.1837 data_time: 0.0095 loss: 1.1535 2023/03/27 02:54:31 - mmengine - INFO - Epoch(train) [252][ 500/5005] lr: 2.8246e-04 eta: 12:15:46 time: 0.1796 data_time: 0.0096 loss: 1.1491 2023/03/27 02:54:50 - mmengine - INFO - Epoch(train) [252][ 600/5005] lr: 2.8246e-04 eta: 12:15:28 time: 0.1776 data_time: 0.0089 loss: 1.1967 2023/03/27 02:55:08 - mmengine - INFO - Epoch(train) [252][ 700/5005] lr: 2.8246e-04 eta: 12:15:10 time: 0.1775 data_time: 0.0088 loss: 1.2140 2023/03/27 02:55:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:55:27 - mmengine - INFO - Epoch(train) [252][ 800/5005] lr: 2.8246e-04 eta: 12:14:52 time: 0.1775 data_time: 0.0090 loss: 1.1617 2023/03/27 02:55:46 - mmengine - INFO - Epoch(train) [252][ 900/5005] lr: 2.8246e-04 eta: 12:14:34 time: 0.1990 data_time: 0.0088 loss: 1.1097 2023/03/27 02:56:04 - mmengine - INFO - Epoch(train) [252][1000/5005] lr: 2.8246e-04 eta: 12:14:16 time: 0.1786 data_time: 0.0095 loss: 1.0203 2023/03/27 02:56:23 - mmengine - INFO - Epoch(train) [252][1100/5005] lr: 2.8246e-04 eta: 12:13:58 time: 0.1793 data_time: 0.0091 loss: 1.2646 2023/03/27 02:56:42 - mmengine - INFO - Epoch(train) [252][1200/5005] lr: 2.8246e-04 eta: 12:13:40 time: 0.1785 data_time: 0.0086 loss: 1.1500 2023/03/27 02:57:00 - mmengine - INFO - Epoch(train) [252][1300/5005] lr: 2.8246e-04 eta: 12:13:22 time: 0.1789 data_time: 0.0088 loss: 1.0728 2023/03/27 02:57:19 - mmengine - INFO - Epoch(train) [252][1400/5005] lr: 2.8246e-04 eta: 12:13:04 time: 0.1798 data_time: 0.0094 loss: 1.1798 2023/03/27 02:57:38 - mmengine - INFO - Epoch(train) [252][1500/5005] lr: 2.8246e-04 eta: 12:12:46 time: 0.1789 data_time: 0.0092 loss: 1.1643 2023/03/27 02:57:56 - mmengine - INFO - Epoch(train) [252][1600/5005] lr: 2.8246e-04 eta: 12:12:28 time: 0.1777 data_time: 0.0091 loss: 1.1563 2023/03/27 02:58:15 - mmengine - INFO - Epoch(train) [252][1700/5005] lr: 2.8246e-04 eta: 12:12:10 time: 0.1800 data_time: 0.0092 loss: 1.2646 2023/03/27 02:58:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 02:58:34 - mmengine - INFO - Epoch(train) [252][1800/5005] lr: 2.8246e-04 eta: 12:11:52 time: 0.1782 data_time: 0.0092 loss: 1.2020 2023/03/27 02:58:52 - mmengine - INFO - Epoch(train) [252][1900/5005] lr: 2.8246e-04 eta: 12:11:34 time: 0.1805 data_time: 0.0091 loss: 1.2611 2023/03/27 02:59:11 - mmengine - INFO - Epoch(train) [252][2000/5005] lr: 2.8246e-04 eta: 12:11:16 time: 0.1785 data_time: 0.0094 loss: 1.1597 2023/03/27 02:59:30 - mmengine - INFO - Epoch(train) [252][2100/5005] lr: 2.8246e-04 eta: 12:10:58 time: 0.1793 data_time: 0.0095 loss: 1.1125 2023/03/27 02:59:49 - mmengine - INFO - Epoch(train) [252][2200/5005] lr: 2.8246e-04 eta: 12:10:40 time: 0.1783 data_time: 0.0090 loss: 1.0230 2023/03/27 03:00:07 - mmengine - INFO - Epoch(train) [252][2300/5005] lr: 2.8246e-04 eta: 12:10:22 time: 0.1779 data_time: 0.0089 loss: 1.0387 2023/03/27 03:00:26 - mmengine - INFO - Epoch(train) [252][2400/5005] lr: 2.8246e-04 eta: 12:10:04 time: 0.1783 data_time: 0.0091 loss: 1.0621 2023/03/27 03:00:44 - mmengine - INFO - Epoch(train) [252][2500/5005] lr: 2.8246e-04 eta: 12:09:46 time: 0.1777 data_time: 0.0087 loss: 1.2397 2023/03/27 03:01:03 - mmengine - INFO - Epoch(train) [252][2600/5005] lr: 2.8246e-04 eta: 12:09:27 time: 0.1786 data_time: 0.0094 loss: 1.2380 2023/03/27 03:01:22 - mmengine - INFO - Epoch(train) [252][2700/5005] lr: 2.8246e-04 eta: 12:09:09 time: 0.1788 data_time: 0.0092 loss: 1.1061 2023/03/27 03:01:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:01:41 - mmengine - INFO - Epoch(train) [252][2800/5005] lr: 2.8246e-04 eta: 12:08:51 time: 0.1980 data_time: 0.0087 loss: 1.2734 2023/03/27 03:01:59 - mmengine - INFO - Epoch(train) [252][2900/5005] lr: 2.8246e-04 eta: 12:08:33 time: 0.1789 data_time: 0.0092 loss: 1.1275 2023/03/27 03:02:18 - mmengine - INFO - Epoch(train) [252][3000/5005] lr: 2.8246e-04 eta: 12:08:15 time: 0.1794 data_time: 0.0091 loss: 1.0284 2023/03/27 03:02:37 - mmengine - INFO - Epoch(train) [252][3100/5005] lr: 2.8246e-04 eta: 12:07:57 time: 0.1775 data_time: 0.0092 loss: 1.2676 2023/03/27 03:02:55 - mmengine - INFO - Epoch(train) [252][3200/5005] lr: 2.8246e-04 eta: 12:07:39 time: 0.1792 data_time: 0.0086 loss: 1.1586 2023/03/27 03:03:14 - mmengine - INFO - Epoch(train) [252][3300/5005] lr: 2.8246e-04 eta: 12:07:21 time: 0.1789 data_time: 0.0088 loss: 1.3652 2023/03/27 03:03:32 - mmengine - INFO - Epoch(train) [252][3400/5005] lr: 2.8246e-04 eta: 12:07:03 time: 0.1778 data_time: 0.0086 loss: 1.1028 2023/03/27 03:03:51 - mmengine - INFO - Epoch(train) [252][3500/5005] lr: 2.8246e-04 eta: 12:06:45 time: 0.1780 data_time: 0.0089 loss: 1.0866 2023/03/27 03:04:09 - mmengine - INFO - Epoch(train) [252][3600/5005] lr: 2.8246e-04 eta: 12:06:27 time: 0.1835 data_time: 0.0090 loss: 1.2295 2023/03/27 03:04:29 - mmengine - INFO - Epoch(train) [252][3700/5005] lr: 2.8246e-04 eta: 12:06:09 time: 0.1795 data_time: 0.0093 loss: 1.2910 2023/03/27 03:04:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:04:47 - mmengine - INFO - Epoch(train) [252][3800/5005] lr: 2.8246e-04 eta: 12:05:51 time: 0.1767 data_time: 0.0089 loss: 1.1424 2023/03/27 03:05:06 - mmengine - INFO - Epoch(train) [252][3900/5005] lr: 2.8246e-04 eta: 12:05:33 time: 0.1778 data_time: 0.0091 loss: 1.1281 2023/03/27 03:05:25 - mmengine - INFO - Epoch(train) [252][4000/5005] lr: 2.8246e-04 eta: 12:05:15 time: 0.1793 data_time: 0.0089 loss: 1.0648 2023/03/27 03:05:43 - mmengine - INFO - Epoch(train) [252][4100/5005] lr: 2.8246e-04 eta: 12:04:57 time: 0.1799 data_time: 0.0089 loss: 1.3378 2023/03/27 03:06:02 - mmengine - INFO - Epoch(train) [252][4200/5005] lr: 2.8246e-04 eta: 12:04:39 time: 0.1934 data_time: 0.0089 loss: 1.2121 2023/03/27 03:06:20 - mmengine - INFO - Epoch(train) [252][4300/5005] lr: 2.8246e-04 eta: 12:04:21 time: 0.1786 data_time: 0.0091 loss: 1.2392 2023/03/27 03:06:39 - mmengine - INFO - Epoch(train) [252][4400/5005] lr: 2.8246e-04 eta: 12:04:03 time: 0.1775 data_time: 0.0089 loss: 1.1473 2023/03/27 03:06:58 - mmengine - INFO - Epoch(train) [252][4500/5005] lr: 2.8246e-04 eta: 12:03:45 time: 0.1782 data_time: 0.0094 loss: 1.2402 2023/03/27 03:07:17 - mmengine - INFO - Epoch(train) [252][4600/5005] lr: 2.8246e-04 eta: 12:03:27 time: 0.1801 data_time: 0.0091 loss: 1.1925 2023/03/27 03:07:35 - mmengine - INFO - Epoch(train) [252][4700/5005] lr: 2.8246e-04 eta: 12:03:09 time: 0.1795 data_time: 0.0092 loss: 1.2879 2023/03/27 03:07:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:07:54 - mmengine - INFO - Epoch(train) [252][4800/5005] lr: 2.8246e-04 eta: 12:02:51 time: 0.2000 data_time: 0.0089 loss: 1.2271 2023/03/27 03:08:13 - mmengine - INFO - Epoch(train) [252][4900/5005] lr: 2.8246e-04 eta: 12:02:33 time: 0.1788 data_time: 0.0092 loss: 1.2801 2023/03/27 03:08:31 - mmengine - INFO - Epoch(train) [252][5000/5005] lr: 2.8246e-04 eta: 12:02:15 time: 0.1769 data_time: 0.0093 loss: 1.1215 2023/03/27 03:08:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:08:32 - mmengine - INFO - Saving checkpoint at 252 epochs 2023/03/27 03:08:41 - mmengine - INFO - Epoch(val) [252][100/196] eta: 0:00:07 time: 0.0653 data_time: 0.0272 2023/03/27 03:09:09 - mmengine - INFO - Epoch(val) [252][196/196] accuracy/top1: 71.6320 accuracy/top5: 90.1900data_time: 0.0667 time: 0.0995 2023/03/27 03:09:29 - mmengine - INFO - Epoch(train) [253][ 100/5005] lr: 2.7681e-04 eta: 12:01:56 time: 0.1775 data_time: 0.0091 loss: 1.0023 2023/03/27 03:09:48 - mmengine - INFO - Epoch(train) [253][ 200/5005] lr: 2.7681e-04 eta: 12:01:38 time: 0.1785 data_time: 0.0095 loss: 1.2882 2023/03/27 03:10:06 - mmengine - INFO - Epoch(train) [253][ 300/5005] lr: 2.7681e-04 eta: 12:01:20 time: 0.1782 data_time: 0.0092 loss: 1.1969 2023/03/27 03:10:25 - mmengine - INFO - Epoch(train) [253][ 400/5005] lr: 2.7681e-04 eta: 12:01:02 time: 0.1773 data_time: 0.0090 loss: 1.2293 2023/03/27 03:10:44 - mmengine - INFO - Epoch(train) [253][ 500/5005] lr: 2.7681e-04 eta: 12:00:44 time: 0.1981 data_time: 0.0091 loss: 1.0601 2023/03/27 03:11:02 - mmengine - INFO - Epoch(train) [253][ 600/5005] lr: 2.7681e-04 eta: 12:00:26 time: 0.1776 data_time: 0.0095 loss: 1.2266 2023/03/27 03:11:21 - mmengine - INFO - Epoch(train) [253][ 700/5005] lr: 2.7681e-04 eta: 12:00:08 time: 0.1780 data_time: 0.0093 loss: 1.0326 2023/03/27 03:11:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:11:39 - mmengine - INFO - Epoch(train) [253][ 800/5005] lr: 2.7681e-04 eta: 11:59:50 time: 0.1778 data_time: 0.0091 loss: 1.1905 2023/03/27 03:11:58 - mmengine - INFO - Epoch(train) [253][ 900/5005] lr: 2.7681e-04 eta: 11:59:32 time: 0.1770 data_time: 0.0090 loss: 1.1900 2023/03/27 03:12:17 - mmengine - INFO - Epoch(train) [253][1000/5005] lr: 2.7681e-04 eta: 11:59:14 time: 0.1779 data_time: 0.0090 loss: 1.0957 2023/03/27 03:12:36 - mmengine - INFO - Epoch(train) [253][1100/5005] lr: 2.7681e-04 eta: 11:58:56 time: 0.1777 data_time: 0.0089 loss: 1.2709 2023/03/27 03:12:54 - mmengine - INFO - Epoch(train) [253][1200/5005] lr: 2.7681e-04 eta: 11:58:38 time: 0.1784 data_time: 0.0095 loss: 1.3050 2023/03/27 03:13:13 - mmengine - INFO - Epoch(train) [253][1300/5005] lr: 2.7681e-04 eta: 11:58:20 time: 0.1985 data_time: 0.0090 loss: 1.2973 2023/03/27 03:13:32 - mmengine - INFO - Epoch(train) [253][1400/5005] lr: 2.7681e-04 eta: 11:58:01 time: 0.1785 data_time: 0.0097 loss: 1.1118 2023/03/27 03:13:50 - mmengine - INFO - Epoch(train) [253][1500/5005] lr: 2.7681e-04 eta: 11:57:43 time: 0.1798 data_time: 0.0094 loss: 1.3336 2023/03/27 03:14:09 - mmengine - INFO - Epoch(train) [253][1600/5005] lr: 2.7681e-04 eta: 11:57:25 time: 0.1778 data_time: 0.0092 loss: 1.1815 2023/03/27 03:14:28 - mmengine - INFO - Epoch(train) [253][1700/5005] lr: 2.7681e-04 eta: 11:57:07 time: 0.1788 data_time: 0.0092 loss: 1.0257 2023/03/27 03:14:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:14:46 - mmengine - INFO - Epoch(train) [253][1800/5005] lr: 2.7681e-04 eta: 11:56:49 time: 0.1778 data_time: 0.0094 loss: 1.2015 2023/03/27 03:15:05 - mmengine - INFO - Epoch(train) [253][1900/5005] lr: 2.7681e-04 eta: 11:56:31 time: 0.1783 data_time: 0.0094 loss: 1.2095 2023/03/27 03:15:24 - mmengine - INFO - Epoch(train) [253][2000/5005] lr: 2.7681e-04 eta: 11:56:13 time: 0.1774 data_time: 0.0088 loss: 1.2462 2023/03/27 03:15:43 - mmengine - INFO - Epoch(train) [253][2100/5005] lr: 2.7681e-04 eta: 11:55:55 time: 0.1786 data_time: 0.0094 loss: 1.2488 2023/03/27 03:16:01 - mmengine - INFO - Epoch(train) [253][2200/5005] lr: 2.7681e-04 eta: 11:55:37 time: 0.1786 data_time: 0.0092 loss: 1.2119 2023/03/27 03:16:20 - mmengine - INFO - Epoch(train) [253][2300/5005] lr: 2.7681e-04 eta: 11:55:19 time: 0.1787 data_time: 0.0095 loss: 1.1797 2023/03/27 03:16:38 - mmengine - INFO - Epoch(train) [253][2400/5005] lr: 2.7681e-04 eta: 11:55:01 time: 0.1776 data_time: 0.0090 loss: 1.1146 2023/03/27 03:16:57 - mmengine - INFO - Epoch(train) [253][2500/5005] lr: 2.7681e-04 eta: 11:54:43 time: 0.1777 data_time: 0.0091 loss: 1.1045 2023/03/27 03:17:16 - mmengine - INFO - Epoch(train) [253][2600/5005] lr: 2.7681e-04 eta: 11:54:25 time: 0.1773 data_time: 0.0091 loss: 1.3510 2023/03/27 03:17:34 - mmengine - INFO - Epoch(train) [253][2700/5005] lr: 2.7681e-04 eta: 11:54:07 time: 0.1781 data_time: 0.0090 loss: 1.0729 2023/03/27 03:17:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:17:53 - mmengine - INFO - Epoch(train) [253][2800/5005] lr: 2.7681e-04 eta: 11:53:49 time: 0.1790 data_time: 0.0094 loss: 1.0713 2023/03/27 03:18:12 - mmengine - INFO - Epoch(train) [253][2900/5005] lr: 2.7681e-04 eta: 11:53:31 time: 0.1779 data_time: 0.0093 loss: 1.3382 2023/03/27 03:18:31 - mmengine - INFO - Epoch(train) [253][3000/5005] lr: 2.7681e-04 eta: 11:53:13 time: 0.1786 data_time: 0.0088 loss: 1.1528 2023/03/27 03:18:49 - mmengine - INFO - Epoch(train) [253][3100/5005] lr: 2.7681e-04 eta: 11:52:55 time: 0.1782 data_time: 0.0094 loss: 1.0386 2023/03/27 03:19:08 - mmengine - INFO - Epoch(train) [253][3200/5005] lr: 2.7681e-04 eta: 11:52:37 time: 0.1819 data_time: 0.0098 loss: 1.2159 2023/03/27 03:19:26 - mmengine - INFO - Epoch(train) [253][3300/5005] lr: 2.7681e-04 eta: 11:52:19 time: 0.1787 data_time: 0.0092 loss: 1.2358 2023/03/27 03:19:45 - mmengine - INFO - Epoch(train) [253][3400/5005] lr: 2.7681e-04 eta: 11:52:01 time: 0.1780 data_time: 0.0095 loss: 1.1691 2023/03/27 03:20:04 - mmengine - INFO - Epoch(train) [253][3500/5005] lr: 2.7681e-04 eta: 11:51:43 time: 0.1784 data_time: 0.0090 loss: 1.0480 2023/03/27 03:20:22 - mmengine - INFO - Epoch(train) [253][3600/5005] lr: 2.7681e-04 eta: 11:51:25 time: 0.1987 data_time: 0.0089 loss: 1.0927 2023/03/27 03:20:41 - mmengine - INFO - Epoch(train) [253][3700/5005] lr: 2.7681e-04 eta: 11:51:07 time: 0.1777 data_time: 0.0095 loss: 1.2676 2023/03/27 03:20:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:21:00 - mmengine - INFO - Epoch(train) [253][3800/5005] lr: 2.7681e-04 eta: 11:50:49 time: 0.1773 data_time: 0.0089 loss: 1.2423 2023/03/27 03:21:19 - mmengine - INFO - Epoch(train) [253][3900/5005] lr: 2.7681e-04 eta: 11:50:31 time: 0.1782 data_time: 0.0094 loss: 1.2264 2023/03/27 03:21:37 - mmengine - INFO - Epoch(train) [253][4000/5005] lr: 2.7681e-04 eta: 11:50:13 time: 0.1909 data_time: 0.0090 loss: 1.2544 2023/03/27 03:21:56 - mmengine - INFO - Epoch(train) [253][4100/5005] lr: 2.7681e-04 eta: 11:49:54 time: 0.1779 data_time: 0.0093 loss: 1.2185 2023/03/27 03:22:14 - mmengine - INFO - Epoch(train) [253][4200/5005] lr: 2.7681e-04 eta: 11:49:36 time: 0.1780 data_time: 0.0093 loss: 1.0317 2023/03/27 03:22:33 - mmengine - INFO - Epoch(train) [253][4300/5005] lr: 2.7681e-04 eta: 11:49:18 time: 0.1768 data_time: 0.0087 loss: 1.2610 2023/03/27 03:22:51 - mmengine - INFO - Epoch(train) [253][4400/5005] lr: 2.7681e-04 eta: 11:49:00 time: 0.1781 data_time: 0.0091 loss: 1.1148 2023/03/27 03:23:10 - mmengine - INFO - Epoch(train) [253][4500/5005] lr: 2.7681e-04 eta: 11:48:42 time: 0.1784 data_time: 0.0096 loss: 1.1435 2023/03/27 03:23:29 - mmengine - INFO - Epoch(train) [253][4600/5005] lr: 2.7681e-04 eta: 11:48:24 time: 0.1787 data_time: 0.0093 loss: 1.1672 2023/03/27 03:23:48 - mmengine - INFO - Epoch(train) [253][4700/5005] lr: 2.7681e-04 eta: 11:48:06 time: 0.1781 data_time: 0.0094 loss: 1.1342 2023/03/27 03:23:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:24:06 - mmengine - INFO - Epoch(train) [253][4800/5005] lr: 2.7681e-04 eta: 11:47:48 time: 0.1785 data_time: 0.0093 loss: 1.0788 2023/03/27 03:24:25 - mmengine - INFO - Epoch(train) [253][4900/5005] lr: 2.7681e-04 eta: 11:47:30 time: 0.1778 data_time: 0.0091 loss: 1.1375 2023/03/27 03:24:44 - mmengine - INFO - Epoch(train) [253][5000/5005] lr: 2.7681e-04 eta: 11:47:12 time: 0.1746 data_time: 0.0090 loss: 1.2727 2023/03/27 03:24:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:24:45 - mmengine - INFO - Saving checkpoint at 253 epochs 2023/03/27 03:24:53 - mmengine - INFO - Epoch(val) [253][100/196] eta: 0:00:07 time: 0.0453 data_time: 0.0082 2023/03/27 03:25:22 - mmengine - INFO - Epoch(val) [253][196/196] accuracy/top1: 71.5460 accuracy/top5: 90.2000data_time: 0.0663 time: 0.1001 2023/03/27 03:25:42 - mmengine - INFO - Epoch(train) [254][ 100/5005] lr: 2.7127e-04 eta: 11:46:53 time: 0.1786 data_time: 0.0094 loss: 1.2729 2023/03/27 03:26:00 - mmengine - INFO - Epoch(train) [254][ 200/5005] lr: 2.7127e-04 eta: 11:46:35 time: 0.1791 data_time: 0.0095 loss: 1.2026 2023/03/27 03:26:19 - mmengine - INFO - Epoch(train) [254][ 300/5005] lr: 2.7127e-04 eta: 11:46:17 time: 0.1781 data_time: 0.0091 loss: 1.0985 2023/03/27 03:26:37 - mmengine - INFO - Epoch(train) [254][ 400/5005] lr: 2.7127e-04 eta: 11:45:59 time: 0.1796 data_time: 0.0092 loss: 1.1301 2023/03/27 03:26:56 - mmengine - INFO - Epoch(train) [254][ 500/5005] lr: 2.7127e-04 eta: 11:45:41 time: 0.2037 data_time: 0.0094 loss: 1.1767 2023/03/27 03:27:15 - mmengine - INFO - Epoch(train) [254][ 600/5005] lr: 2.7127e-04 eta: 11:45:23 time: 0.1785 data_time: 0.0093 loss: 1.3402 2023/03/27 03:27:34 - mmengine - INFO - Epoch(train) [254][ 700/5005] lr: 2.7127e-04 eta: 11:45:05 time: 0.1778 data_time: 0.0090 loss: 1.0657 2023/03/27 03:27:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:27:52 - mmengine - INFO - Epoch(train) [254][ 800/5005] lr: 2.7127e-04 eta: 11:44:47 time: 0.1784 data_time: 0.0093 loss: 1.0963 2023/03/27 03:28:11 - mmengine - INFO - Epoch(train) [254][ 900/5005] lr: 2.7127e-04 eta: 11:44:29 time: 0.1789 data_time: 0.0093 loss: 1.1774 2023/03/27 03:28:29 - mmengine - INFO - Epoch(train) [254][1000/5005] lr: 2.7127e-04 eta: 11:44:11 time: 0.1791 data_time: 0.0094 loss: 1.0446 2023/03/27 03:28:48 - mmengine - INFO - Epoch(train) [254][1100/5005] lr: 2.7127e-04 eta: 11:43:53 time: 0.1776 data_time: 0.0090 loss: 1.3117 2023/03/27 03:29:07 - mmengine - INFO - Epoch(train) [254][1200/5005] lr: 2.7127e-04 eta: 11:43:35 time: 0.1789 data_time: 0.0090 loss: 1.2563 2023/03/27 03:29:25 - mmengine - INFO - Epoch(train) [254][1300/5005] lr: 2.7127e-04 eta: 11:43:17 time: 0.1782 data_time: 0.0090 loss: 1.0740 2023/03/27 03:29:44 - mmengine - INFO - Epoch(train) [254][1400/5005] lr: 2.7127e-04 eta: 11:42:59 time: 0.1936 data_time: 0.0092 loss: 1.0941 2023/03/27 03:30:03 - mmengine - INFO - Epoch(train) [254][1500/5005] lr: 2.7127e-04 eta: 11:42:41 time: 0.1780 data_time: 0.0089 loss: 1.2066 2023/03/27 03:30:21 - mmengine - INFO - Epoch(train) [254][1600/5005] lr: 2.7127e-04 eta: 11:42:23 time: 0.1781 data_time: 0.0092 loss: 1.2091 2023/03/27 03:30:40 - mmengine - INFO - Epoch(train) [254][1700/5005] lr: 2.7127e-04 eta: 11:42:05 time: 0.1791 data_time: 0.0092 loss: 1.0837 2023/03/27 03:30:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:30:59 - mmengine - INFO - Epoch(train) [254][1800/5005] lr: 2.7127e-04 eta: 11:41:47 time: 0.1784 data_time: 0.0088 loss: 1.2058 2023/03/27 03:31:18 - mmengine - INFO - Epoch(train) [254][1900/5005] lr: 2.7127e-04 eta: 11:41:29 time: 0.1957 data_time: 0.0089 loss: 1.1923 2023/03/27 03:31:36 - mmengine - INFO - Epoch(train) [254][2000/5005] lr: 2.7127e-04 eta: 11:41:11 time: 0.1798 data_time: 0.0095 loss: 1.1909 2023/03/27 03:31:55 - mmengine - INFO - Epoch(train) [254][2100/5005] lr: 2.7127e-04 eta: 11:40:53 time: 0.1788 data_time: 0.0093 loss: 1.2073 2023/03/27 03:32:14 - mmengine - INFO - Epoch(train) [254][2200/5005] lr: 2.7127e-04 eta: 11:40:35 time: 0.1784 data_time: 0.0092 loss: 1.2325 2023/03/27 03:32:32 - mmengine - INFO - Epoch(train) [254][2300/5005] lr: 2.7127e-04 eta: 11:40:17 time: 0.2055 data_time: 0.0090 loss: 1.1206 2023/03/27 03:32:51 - mmengine - INFO - Epoch(train) [254][2400/5005] lr: 2.7127e-04 eta: 11:39:59 time: 0.1750 data_time: 0.0090 loss: 1.1400 2023/03/27 03:33:09 - mmengine - INFO - Epoch(train) [254][2500/5005] lr: 2.7127e-04 eta: 11:39:41 time: 0.1794 data_time: 0.0092 loss: 1.0969 2023/03/27 03:33:28 - mmengine - INFO - Epoch(train) [254][2600/5005] lr: 2.7127e-04 eta: 11:39:23 time: 0.1796 data_time: 0.0091 loss: 1.3334 2023/03/27 03:33:47 - mmengine - INFO - Epoch(train) [254][2700/5005] lr: 2.7127e-04 eta: 11:39:05 time: 0.1801 data_time: 0.0094 loss: 1.1391 2023/03/27 03:33:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:34:06 - mmengine - INFO - Epoch(train) [254][2800/5005] lr: 2.7127e-04 eta: 11:38:46 time: 0.1807 data_time: 0.0091 loss: 1.4061 2023/03/27 03:34:24 - mmengine - INFO - Epoch(train) [254][2900/5005] lr: 2.7127e-04 eta: 11:38:28 time: 0.1780 data_time: 0.0091 loss: 1.1131 2023/03/27 03:34:43 - mmengine - INFO - Epoch(train) [254][3000/5005] lr: 2.7127e-04 eta: 11:38:10 time: 0.1793 data_time: 0.0098 loss: 1.2574 2023/03/27 03:35:02 - mmengine - INFO - Epoch(train) [254][3100/5005] lr: 2.7127e-04 eta: 11:37:52 time: 0.1783 data_time: 0.0091 loss: 1.1343 2023/03/27 03:35:20 - mmengine - INFO - Epoch(train) [254][3200/5005] lr: 2.7127e-04 eta: 11:37:34 time: 0.1786 data_time: 0.0093 loss: 1.0052 2023/03/27 03:35:39 - mmengine - INFO - Epoch(train) [254][3300/5005] lr: 2.7127e-04 eta: 11:37:16 time: 0.1775 data_time: 0.0089 loss: 1.1134 2023/03/27 03:35:58 - mmengine - INFO - Epoch(train) [254][3400/5005] lr: 2.7127e-04 eta: 11:36:58 time: 0.1796 data_time: 0.0091 loss: 1.2083 2023/03/27 03:36:16 - mmengine - INFO - Epoch(train) [254][3500/5005] lr: 2.7127e-04 eta: 11:36:40 time: 0.1786 data_time: 0.0094 loss: 1.1699 2023/03/27 03:36:35 - mmengine - INFO - Epoch(train) [254][3600/5005] lr: 2.7127e-04 eta: 11:36:22 time: 0.1773 data_time: 0.0089 loss: 1.1060 2023/03/27 03:36:54 - mmengine - INFO - Epoch(train) [254][3700/5005] lr: 2.7127e-04 eta: 11:36:04 time: 0.1783 data_time: 0.0092 loss: 1.2760 2023/03/27 03:37:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:37:12 - mmengine - INFO - Epoch(train) [254][3800/5005] lr: 2.7127e-04 eta: 11:35:46 time: 0.1786 data_time: 0.0089 loss: 1.1963 2023/03/27 03:37:31 - mmengine - INFO - Epoch(train) [254][3900/5005] lr: 2.7127e-04 eta: 11:35:28 time: 0.2020 data_time: 0.0089 loss: 1.2193 2023/03/27 03:37:50 - mmengine - INFO - Epoch(train) [254][4000/5005] lr: 2.7127e-04 eta: 11:35:10 time: 0.1799 data_time: 0.0093 loss: 1.2024 2023/03/27 03:38:09 - mmengine - INFO - Epoch(train) [254][4100/5005] lr: 2.7127e-04 eta: 11:34:52 time: 0.1778 data_time: 0.0090 loss: 1.2181 2023/03/27 03:38:27 - mmengine - INFO - Epoch(train) [254][4200/5005] lr: 2.7127e-04 eta: 11:34:34 time: 0.1790 data_time: 0.0091 loss: 1.2167 2023/03/27 03:38:46 - mmengine - INFO - Epoch(train) [254][4300/5005] lr: 2.7127e-04 eta: 11:34:16 time: 0.1795 data_time: 0.0090 loss: 1.3229 2023/03/27 03:39:05 - mmengine - INFO - Epoch(train) [254][4400/5005] lr: 2.7127e-04 eta: 11:33:58 time: 0.1791 data_time: 0.0093 loss: 1.2838 2023/03/27 03:39:23 - mmengine - INFO - Epoch(train) [254][4500/5005] lr: 2.7127e-04 eta: 11:33:40 time: 0.2014 data_time: 0.0085 loss: 1.1696 2023/03/27 03:39:42 - mmengine - INFO - Epoch(train) [254][4600/5005] lr: 2.7127e-04 eta: 11:33:22 time: 0.1778 data_time: 0.0089 loss: 1.0228 2023/03/27 03:40:00 - mmengine - INFO - Epoch(train) [254][4700/5005] lr: 2.7127e-04 eta: 11:33:04 time: 0.2024 data_time: 0.0090 loss: 1.1738 2023/03/27 03:40:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:40:19 - mmengine - INFO - Epoch(train) [254][4800/5005] lr: 2.7127e-04 eta: 11:32:46 time: 0.1775 data_time: 0.0087 loss: 1.1631 2023/03/27 03:40:38 - mmengine - INFO - Epoch(train) [254][4900/5005] lr: 2.7127e-04 eta: 11:32:28 time: 0.1799 data_time: 0.0092 loss: 1.1726 2023/03/27 03:40:56 - mmengine - INFO - Epoch(train) [254][5000/5005] lr: 2.7127e-04 eta: 11:32:10 time: 0.1766 data_time: 0.0092 loss: 1.1664 2023/03/27 03:40:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:40:57 - mmengine - INFO - Saving checkpoint at 254 epochs 2023/03/27 03:41:06 - mmengine - INFO - Epoch(val) [254][100/196] eta: 0:00:07 time: 0.0653 data_time: 0.0283 2023/03/27 03:41:35 - mmengine - INFO - Epoch(val) [254][196/196] accuracy/top1: 71.5460 accuracy/top5: 90.1700data_time: 0.0661 time: 0.0982 2023/03/27 03:41:55 - mmengine - INFO - Epoch(train) [255][ 100/5005] lr: 2.6585e-04 eta: 11:31:51 time: 0.1775 data_time: 0.0095 loss: 1.1781 2023/03/27 03:42:14 - mmengine - INFO - Epoch(train) [255][ 200/5005] lr: 2.6585e-04 eta: 11:31:33 time: 0.1794 data_time: 0.0091 loss: 1.1244 2023/03/27 03:42:33 - mmengine - INFO - Epoch(train) [255][ 300/5005] lr: 2.6585e-04 eta: 11:31:15 time: 0.1794 data_time: 0.0095 loss: 1.2018 2023/03/27 03:42:51 - mmengine - INFO - Epoch(train) [255][ 400/5005] lr: 2.6585e-04 eta: 11:30:57 time: 0.1795 data_time: 0.0095 loss: 1.1037 2023/03/27 03:43:10 - mmengine - INFO - Epoch(train) [255][ 500/5005] lr: 2.6585e-04 eta: 11:30:39 time: 0.1788 data_time: 0.0096 loss: 1.2422 2023/03/27 03:43:29 - mmengine - INFO - Epoch(train) [255][ 600/5005] lr: 2.6585e-04 eta: 11:30:21 time: 0.1795 data_time: 0.0094 loss: 1.1655 2023/03/27 03:43:47 - mmengine - INFO - Epoch(train) [255][ 700/5005] lr: 2.6585e-04 eta: 11:30:03 time: 0.1799 data_time: 0.0095 loss: 1.1105 2023/03/27 03:43:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:44:06 - mmengine - INFO - Epoch(train) [255][ 800/5005] lr: 2.6585e-04 eta: 11:29:45 time: 0.1798 data_time: 0.0096 loss: 1.3972 2023/03/27 03:44:26 - mmengine - INFO - Epoch(train) [255][ 900/5005] lr: 2.6585e-04 eta: 11:29:27 time: 0.1806 data_time: 0.0095 loss: 1.0900 2023/03/27 03:44:44 - mmengine - INFO - Epoch(train) [255][1000/5005] lr: 2.6585e-04 eta: 11:29:09 time: 0.1805 data_time: 0.0096 loss: 1.1792 2023/03/27 03:45:03 - mmengine - INFO - Epoch(train) [255][1100/5005] lr: 2.6585e-04 eta: 11:28:51 time: 0.1824 data_time: 0.0094 loss: 1.1005 2023/03/27 03:45:22 - mmengine - INFO - Epoch(train) [255][1200/5005] lr: 2.6585e-04 eta: 11:28:33 time: 0.1801 data_time: 0.0096 loss: 1.4154 2023/03/27 03:45:40 - mmengine - INFO - Epoch(train) [255][1300/5005] lr: 2.6585e-04 eta: 11:28:15 time: 0.1806 data_time: 0.0096 loss: 1.2792 2023/03/27 03:45:59 - mmengine - INFO - Epoch(train) [255][1400/5005] lr: 2.6585e-04 eta: 11:27:57 time: 0.2039 data_time: 0.0088 loss: 1.2891 2023/03/27 03:46:18 - mmengine - INFO - Epoch(train) [255][1500/5005] lr: 2.6585e-04 eta: 11:27:39 time: 0.1802 data_time: 0.0095 loss: 1.2068 2023/03/27 03:46:37 - mmengine - INFO - Epoch(train) [255][1600/5005] lr: 2.6585e-04 eta: 11:27:21 time: 0.1805 data_time: 0.0098 loss: 1.2322 2023/03/27 03:46:56 - mmengine - INFO - Epoch(train) [255][1700/5005] lr: 2.6585e-04 eta: 11:27:03 time: 0.1789 data_time: 0.0094 loss: 1.2135 2023/03/27 03:47:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:47:15 - mmengine - INFO - Epoch(train) [255][1800/5005] lr: 2.6585e-04 eta: 11:26:45 time: 0.1802 data_time: 0.0093 loss: 1.2413 2023/03/27 03:47:33 - mmengine - INFO - Epoch(train) [255][1900/5005] lr: 2.6585e-04 eta: 11:26:27 time: 0.1806 data_time: 0.0094 loss: 1.2473 2023/03/27 03:47:52 - mmengine - INFO - Epoch(train) [255][2000/5005] lr: 2.6585e-04 eta: 11:26:09 time: 0.1803 data_time: 0.0093 loss: 1.2102 2023/03/27 03:48:11 - mmengine - INFO - Epoch(train) [255][2100/5005] lr: 2.6585e-04 eta: 11:25:51 time: 0.1996 data_time: 0.0089 loss: 1.1513 2023/03/27 03:48:29 - mmengine - INFO - Epoch(train) [255][2200/5005] lr: 2.6585e-04 eta: 11:25:33 time: 0.1798 data_time: 0.0097 loss: 1.0899 2023/03/27 03:48:48 - mmengine - INFO - Epoch(train) [255][2300/5005] lr: 2.6585e-04 eta: 11:25:15 time: 0.1800 data_time: 0.0097 loss: 1.1128 2023/03/27 03:49:07 - mmengine - INFO - Epoch(train) [255][2400/5005] lr: 2.6585e-04 eta: 11:24:57 time: 0.2026 data_time: 0.0095 loss: 1.1728 2023/03/27 03:49:26 - mmengine - INFO - Epoch(train) [255][2500/5005] lr: 2.6585e-04 eta: 11:24:39 time: 0.1808 data_time: 0.0098 loss: 1.1071 2023/03/27 03:49:45 - mmengine - INFO - Epoch(train) [255][2600/5005] lr: 2.6585e-04 eta: 11:24:21 time: 0.1800 data_time: 0.0098 loss: 1.1137 2023/03/27 03:50:04 - mmengine - INFO - Epoch(train) [255][2700/5005] lr: 2.6585e-04 eta: 11:24:03 time: 0.1807 data_time: 0.0096 loss: 1.2520 2023/03/27 03:50:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:50:22 - mmengine - INFO - Epoch(train) [255][2800/5005] lr: 2.6585e-04 eta: 11:23:45 time: 0.1806 data_time: 0.0095 loss: 1.0371 2023/03/27 03:50:41 - mmengine - INFO - Epoch(train) [255][2900/5005] lr: 2.6585e-04 eta: 11:23:27 time: 0.1794 data_time: 0.0089 loss: 1.1870 2023/03/27 03:51:00 - mmengine - INFO - Epoch(train) [255][3000/5005] lr: 2.6585e-04 eta: 11:23:09 time: 0.1801 data_time: 0.0094 loss: 1.2628 2023/03/27 03:51:19 - mmengine - INFO - Epoch(train) [255][3100/5005] lr: 2.6585e-04 eta: 11:22:51 time: 0.1795 data_time: 0.0093 loss: 1.2396 2023/03/27 03:51:38 - mmengine - INFO - Epoch(train) [255][3200/5005] lr: 2.6585e-04 eta: 11:22:33 time: 0.1799 data_time: 0.0096 loss: 0.9751 2023/03/27 03:51:56 - mmengine - INFO - Epoch(train) [255][3300/5005] lr: 2.6585e-04 eta: 11:22:15 time: 0.1805 data_time: 0.0097 loss: 1.1949 2023/03/27 03:52:15 - mmengine - INFO - Epoch(train) [255][3400/5005] lr: 2.6585e-04 eta: 11:21:57 time: 0.1793 data_time: 0.0094 loss: 1.1153 2023/03/27 03:52:34 - mmengine - INFO - Epoch(train) [255][3500/5005] lr: 2.6585e-04 eta: 11:21:39 time: 0.1802 data_time: 0.0094 loss: 1.2087 2023/03/27 03:52:53 - mmengine - INFO - Epoch(train) [255][3600/5005] lr: 2.6585e-04 eta: 11:21:21 time: 0.1798 data_time: 0.0094 loss: 1.1885 2023/03/27 03:53:11 - mmengine - INFO - Epoch(train) [255][3700/5005] lr: 2.6585e-04 eta: 11:21:02 time: 0.1801 data_time: 0.0090 loss: 1.0617 2023/03/27 03:53:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:53:30 - mmengine - INFO - Epoch(train) [255][3800/5005] lr: 2.6585e-04 eta: 11:20:44 time: 0.1809 data_time: 0.0094 loss: 1.1475 2023/03/27 03:53:49 - mmengine - INFO - Epoch(train) [255][3900/5005] lr: 2.6585e-04 eta: 11:20:26 time: 0.1790 data_time: 0.0090 loss: 1.1545 2023/03/27 03:54:08 - mmengine - INFO - Epoch(train) [255][4000/5005] lr: 2.6585e-04 eta: 11:20:09 time: 0.1805 data_time: 0.0097 loss: 1.0352 2023/03/27 03:54:27 - mmengine - INFO - Epoch(train) [255][4100/5005] lr: 2.6585e-04 eta: 11:19:50 time: 0.1801 data_time: 0.0094 loss: 1.0479 2023/03/27 03:54:46 - mmengine - INFO - Epoch(train) [255][4200/5005] lr: 2.6585e-04 eta: 11:19:32 time: 0.2053 data_time: 0.0093 loss: 1.2425 2023/03/27 03:55:04 - mmengine - INFO - Epoch(train) [255][4300/5005] lr: 2.6585e-04 eta: 11:19:14 time: 0.1804 data_time: 0.0094 loss: 1.1284 2023/03/27 03:55:23 - mmengine - INFO - Epoch(train) [255][4400/5005] lr: 2.6585e-04 eta: 11:18:56 time: 0.1787 data_time: 0.0093 loss: 1.2972 2023/03/27 03:55:42 - mmengine - INFO - Epoch(train) [255][4500/5005] lr: 2.6585e-04 eta: 11:18:38 time: 0.1795 data_time: 0.0095 loss: 0.9686 2023/03/27 03:56:00 - mmengine - INFO - Epoch(train) [255][4600/5005] lr: 2.6585e-04 eta: 11:18:20 time: 0.1851 data_time: 0.0099 loss: 1.0469 2023/03/27 03:56:19 - mmengine - INFO - Epoch(train) [255][4700/5005] lr: 2.6585e-04 eta: 11:18:02 time: 0.1802 data_time: 0.0093 loss: 1.1914 2023/03/27 03:56:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:56:39 - mmengine - INFO - Epoch(train) [255][4800/5005] lr: 2.6585e-04 eta: 11:17:44 time: 0.1796 data_time: 0.0093 loss: 1.2650 2023/03/27 03:56:57 - mmengine - INFO - Epoch(train) [255][4900/5005] lr: 2.6585e-04 eta: 11:17:26 time: 0.1791 data_time: 0.0094 loss: 1.1621 2023/03/27 03:57:16 - mmengine - INFO - Epoch(train) [255][5000/5005] lr: 2.6585e-04 eta: 11:17:08 time: 0.1770 data_time: 0.0092 loss: 1.2420 2023/03/27 03:57:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 03:57:17 - mmengine - INFO - Saving checkpoint at 255 epochs 2023/03/27 03:57:26 - mmengine - INFO - Epoch(val) [255][100/196] eta: 0:00:07 time: 0.0660 data_time: 0.0291 2023/03/27 03:57:55 - mmengine - INFO - Epoch(val) [255][196/196] accuracy/top1: 71.4620 accuracy/top5: 90.2540data_time: 0.0699 time: 0.1033 2023/03/27 03:58:15 - mmengine - INFO - Epoch(train) [256][ 100/5005] lr: 2.6053e-04 eta: 11:16:50 time: 0.1790 data_time: 0.0090 loss: 1.1349 2023/03/27 03:58:33 - mmengine - INFO - Epoch(train) [256][ 200/5005] lr: 2.6053e-04 eta: 11:16:32 time: 0.1784 data_time: 0.0091 loss: 1.1866 2023/03/27 03:58:52 - mmengine - INFO - Epoch(train) [256][ 300/5005] lr: 2.6053e-04 eta: 11:16:14 time: 0.1783 data_time: 0.0090 loss: 1.3102 2023/03/27 03:59:10 - mmengine - INFO - Epoch(train) [256][ 400/5005] lr: 2.6053e-04 eta: 11:15:55 time: 0.1917 data_time: 0.0088 loss: 1.1169 2023/03/27 03:59:29 - mmengine - INFO - Epoch(train) [256][ 500/5005] lr: 2.6053e-04 eta: 11:15:37 time: 0.1778 data_time: 0.0091 loss: 1.0839 2023/03/27 03:59:48 - mmengine - INFO - Epoch(train) [256][ 600/5005] lr: 2.6053e-04 eta: 11:15:19 time: 0.1782 data_time: 0.0089 loss: 1.1213 2023/03/27 04:00:06 - mmengine - INFO - Epoch(train) [256][ 700/5005] lr: 2.6053e-04 eta: 11:15:01 time: 0.1774 data_time: 0.0086 loss: 1.2175 2023/03/27 04:00:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:00:25 - mmengine - INFO - Epoch(train) [256][ 800/5005] lr: 2.6053e-04 eta: 11:14:43 time: 0.1796 data_time: 0.0093 loss: 1.0544 2023/03/27 04:00:44 - mmengine - INFO - Epoch(train) [256][ 900/5005] lr: 2.6053e-04 eta: 11:14:25 time: 0.1800 data_time: 0.0087 loss: 1.2384 2023/03/27 04:01:02 - mmengine - INFO - Epoch(train) [256][1000/5005] lr: 2.6053e-04 eta: 11:14:07 time: 0.2018 data_time: 0.0087 loss: 1.0969 2023/03/27 04:01:21 - mmengine - INFO - Epoch(train) [256][1100/5005] lr: 2.6053e-04 eta: 11:13:49 time: 0.1789 data_time: 0.0087 loss: 1.2907 2023/03/27 04:01:39 - mmengine - INFO - Epoch(train) [256][1200/5005] lr: 2.6053e-04 eta: 11:13:31 time: 0.1786 data_time: 0.0089 loss: 1.1033 2023/03/27 04:01:58 - mmengine - INFO - Epoch(train) [256][1300/5005] lr: 2.6053e-04 eta: 11:13:13 time: 0.1798 data_time: 0.0093 loss: 1.1909 2023/03/27 04:02:17 - mmengine - INFO - Epoch(train) [256][1400/5005] lr: 2.6053e-04 eta: 11:12:55 time: 0.1792 data_time: 0.0090 loss: 1.1145 2023/03/27 04:02:35 - mmengine - INFO - Epoch(train) [256][1500/5005] lr: 2.6053e-04 eta: 11:12:37 time: 0.1789 data_time: 0.0087 loss: 1.0894 2023/03/27 04:02:54 - mmengine - INFO - Epoch(train) [256][1600/5005] lr: 2.6053e-04 eta: 11:12:19 time: 0.1902 data_time: 0.0090 loss: 1.1409 2023/03/27 04:03:13 - mmengine - INFO - Epoch(train) [256][1700/5005] lr: 2.6053e-04 eta: 11:12:01 time: 0.1791 data_time: 0.0088 loss: 1.3114 2023/03/27 04:03:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:03:31 - mmengine - INFO - Epoch(train) [256][1800/5005] lr: 2.6053e-04 eta: 11:11:43 time: 0.1793 data_time: 0.0089 loss: 1.1892 2023/03/27 04:03:50 - mmengine - INFO - Epoch(train) [256][1900/5005] lr: 2.6053e-04 eta: 11:11:25 time: 0.1783 data_time: 0.0091 loss: 1.2987 2023/03/27 04:04:09 - mmengine - INFO - Epoch(train) [256][2000/5005] lr: 2.6053e-04 eta: 11:11:07 time: 0.1774 data_time: 0.0087 loss: 1.0930 2023/03/27 04:04:27 - mmengine - INFO - Epoch(train) [256][2100/5005] lr: 2.6053e-04 eta: 11:10:49 time: 0.1788 data_time: 0.0091 loss: 1.1661 2023/03/27 04:04:46 - mmengine - INFO - Epoch(train) [256][2200/5005] lr: 2.6053e-04 eta: 11:10:31 time: 0.2045 data_time: 0.0088 loss: 1.0533 2023/03/27 04:05:05 - mmengine - INFO - Epoch(train) [256][2300/5005] lr: 2.6053e-04 eta: 11:10:13 time: 0.1904 data_time: 0.0087 loss: 1.1903 2023/03/27 04:05:23 - mmengine - INFO - Epoch(train) [256][2400/5005] lr: 2.6053e-04 eta: 11:09:55 time: 0.1806 data_time: 0.0090 loss: 1.2001 2023/03/27 04:05:42 - mmengine - INFO - Epoch(train) [256][2500/5005] lr: 2.6053e-04 eta: 11:09:37 time: 0.1797 data_time: 0.0087 loss: 1.1454 2023/03/27 04:06:00 - mmengine - INFO - Epoch(train) [256][2600/5005] lr: 2.6053e-04 eta: 11:09:19 time: 0.1801 data_time: 0.0093 loss: 1.3150 2023/03/27 04:06:19 - mmengine - INFO - Epoch(train) [256][2700/5005] lr: 2.6053e-04 eta: 11:09:01 time: 0.1981 data_time: 0.0086 loss: 0.9987 2023/03/27 04:06:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:06:38 - mmengine - INFO - Epoch(train) [256][2800/5005] lr: 2.6053e-04 eta: 11:08:43 time: 0.1788 data_time: 0.0090 loss: 1.2406 2023/03/27 04:06:56 - mmengine - INFO - Epoch(train) [256][2900/5005] lr: 2.6053e-04 eta: 11:08:25 time: 0.1790 data_time: 0.0089 loss: 1.0902 2023/03/27 04:07:15 - mmengine - INFO - Epoch(train) [256][3000/5005] lr: 2.6053e-04 eta: 11:08:07 time: 0.1786 data_time: 0.0088 loss: 1.1359 2023/03/27 04:07:34 - mmengine - INFO - Epoch(train) [256][3100/5005] lr: 2.6053e-04 eta: 11:07:49 time: 0.1786 data_time: 0.0084 loss: 1.1871 2023/03/27 04:07:52 - mmengine - INFO - Epoch(train) [256][3200/5005] lr: 2.6053e-04 eta: 11:07:30 time: 0.1782 data_time: 0.0089 loss: 1.1828 2023/03/27 04:08:11 - mmengine - INFO - Epoch(train) [256][3300/5005] lr: 2.6053e-04 eta: 11:07:12 time: 0.1802 data_time: 0.0092 loss: 0.8280 2023/03/27 04:08:30 - mmengine - INFO - Epoch(train) [256][3400/5005] lr: 2.6053e-04 eta: 11:06:54 time: 0.1785 data_time: 0.0091 loss: 1.2111 2023/03/27 04:08:48 - mmengine - INFO - Epoch(train) [256][3500/5005] lr: 2.6053e-04 eta: 11:06:36 time: 0.1784 data_time: 0.0091 loss: 1.1871 2023/03/27 04:09:07 - mmengine - INFO - Epoch(train) [256][3600/5005] lr: 2.6053e-04 eta: 11:06:18 time: 0.1780 data_time: 0.0086 loss: 1.2017 2023/03/27 04:09:26 - mmengine - INFO - Epoch(train) [256][3700/5005] lr: 2.6053e-04 eta: 11:06:00 time: 0.1786 data_time: 0.0086 loss: 0.9789 2023/03/27 04:09:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:09:45 - mmengine - INFO - Epoch(train) [256][3800/5005] lr: 2.6053e-04 eta: 11:05:42 time: 0.1785 data_time: 0.0091 loss: 1.1021 2023/03/27 04:10:03 - mmengine - INFO - Epoch(train) [256][3900/5005] lr: 2.6053e-04 eta: 11:05:24 time: 0.1775 data_time: 0.0091 loss: 1.1797 2023/03/27 04:10:22 - mmengine - INFO - Epoch(train) [256][4000/5005] lr: 2.6053e-04 eta: 11:05:06 time: 0.1788 data_time: 0.0091 loss: 1.1165 2023/03/27 04:10:40 - mmengine - INFO - Epoch(train) [256][4100/5005] lr: 2.6053e-04 eta: 11:04:48 time: 0.1787 data_time: 0.0088 loss: 1.2099 2023/03/27 04:10:59 - mmengine - INFO - Epoch(train) [256][4200/5005] lr: 2.6053e-04 eta: 11:04:30 time: 0.1798 data_time: 0.0089 loss: 1.3587 2023/03/27 04:11:18 - mmengine - INFO - Epoch(train) [256][4300/5005] lr: 2.6053e-04 eta: 11:04:12 time: 0.1799 data_time: 0.0092 loss: 1.1516 2023/03/27 04:11:37 - mmengine - INFO - Epoch(train) [256][4400/5005] lr: 2.6053e-04 eta: 11:03:54 time: 0.1967 data_time: 0.0084 loss: 1.3009 2023/03/27 04:11:55 - mmengine - INFO - Epoch(train) [256][4500/5005] lr: 2.6053e-04 eta: 11:03:36 time: 0.1797 data_time: 0.0088 loss: 1.0040 2023/03/27 04:12:14 - mmengine - INFO - Epoch(train) [256][4600/5005] lr: 2.6053e-04 eta: 11:03:18 time: 0.1786 data_time: 0.0086 loss: 1.2312 2023/03/27 04:12:32 - mmengine - INFO - Epoch(train) [256][4700/5005] lr: 2.6053e-04 eta: 11:03:00 time: 0.1791 data_time: 0.0087 loss: 1.1803 2023/03/27 04:12:37 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:12:51 - mmengine - INFO - Epoch(train) [256][4800/5005] lr: 2.6053e-04 eta: 11:02:42 time: 0.1781 data_time: 0.0085 loss: 1.2024 2023/03/27 04:13:09 - mmengine - INFO - Epoch(train) [256][4900/5005] lr: 2.6053e-04 eta: 11:02:24 time: 0.1794 data_time: 0.0091 loss: 1.3577 2023/03/27 04:13:28 - mmengine - INFO - Epoch(train) [256][5000/5005] lr: 2.6053e-04 eta: 11:02:06 time: 0.1759 data_time: 0.0089 loss: 0.9926 2023/03/27 04:13:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:13:30 - mmengine - INFO - Saving checkpoint at 256 epochs 2023/03/27 04:13:38 - mmengine - INFO - Epoch(val) [256][100/196] eta: 0:00:07 time: 0.0688 data_time: 0.0303 2023/03/27 04:14:07 - mmengine - INFO - Epoch(val) [256][196/196] accuracy/top1: 71.5420 accuracy/top5: 90.1980data_time: 0.0652 time: 0.0978 2023/03/27 04:14:27 - mmengine - INFO - Epoch(train) [257][ 100/5005] lr: 2.5532e-04 eta: 11:01:47 time: 0.1789 data_time: 0.0090 loss: 1.1219 2023/03/27 04:14:45 - mmengine - INFO - Epoch(train) [257][ 200/5005] lr: 2.5532e-04 eta: 11:01:29 time: 0.1789 data_time: 0.0091 loss: 1.0242 2023/03/27 04:15:04 - mmengine - INFO - Epoch(train) [257][ 300/5005] lr: 2.5532e-04 eta: 11:01:11 time: 0.1773 data_time: 0.0092 loss: 1.2184 2023/03/27 04:15:23 - mmengine - INFO - Epoch(train) [257][ 400/5005] lr: 2.5532e-04 eta: 11:00:53 time: 0.1774 data_time: 0.0092 loss: 1.3807 2023/03/27 04:15:42 - mmengine - INFO - Epoch(train) [257][ 500/5005] lr: 2.5532e-04 eta: 11:00:35 time: 0.1781 data_time: 0.0092 loss: 1.2642 2023/03/27 04:16:00 - mmengine - INFO - Epoch(train) [257][ 600/5005] lr: 2.5532e-04 eta: 11:00:17 time: 0.1783 data_time: 0.0091 loss: 1.1632 2023/03/27 04:16:19 - mmengine - INFO - Epoch(train) [257][ 700/5005] lr: 2.5532e-04 eta: 10:59:59 time: 0.1779 data_time: 0.0090 loss: 0.9821 2023/03/27 04:16:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:16:37 - mmengine - INFO - Epoch(train) [257][ 800/5005] lr: 2.5532e-04 eta: 10:59:41 time: 0.1778 data_time: 0.0086 loss: 1.1925 2023/03/27 04:16:56 - mmengine - INFO - Epoch(train) [257][ 900/5005] lr: 2.5532e-04 eta: 10:59:23 time: 0.1790 data_time: 0.0092 loss: 1.1617 2023/03/27 04:17:14 - mmengine - INFO - Epoch(train) [257][1000/5005] lr: 2.5532e-04 eta: 10:59:05 time: 0.1778 data_time: 0.0090 loss: 1.1578 2023/03/27 04:17:33 - mmengine - INFO - Epoch(train) [257][1100/5005] lr: 2.5532e-04 eta: 10:58:47 time: 0.1785 data_time: 0.0093 loss: 1.1361 2023/03/27 04:17:52 - mmengine - INFO - Epoch(train) [257][1200/5005] lr: 2.5532e-04 eta: 10:58:29 time: 0.1782 data_time: 0.0095 loss: 1.1097 2023/03/27 04:18:11 - mmengine - INFO - Epoch(train) [257][1300/5005] lr: 2.5532e-04 eta: 10:58:11 time: 0.1770 data_time: 0.0087 loss: 1.2246 2023/03/27 04:18:29 - mmengine - INFO - Epoch(train) [257][1400/5005] lr: 2.5532e-04 eta: 10:57:53 time: 0.1777 data_time: 0.0091 loss: 1.1084 2023/03/27 04:18:48 - mmengine - INFO - Epoch(train) [257][1500/5005] lr: 2.5532e-04 eta: 10:57:35 time: 0.1794 data_time: 0.0095 loss: 1.1482 2023/03/27 04:19:06 - mmengine - INFO - Epoch(train) [257][1600/5005] lr: 2.5532e-04 eta: 10:57:17 time: 0.1794 data_time: 0.0092 loss: 1.2664 2023/03/27 04:19:25 - mmengine - INFO - Epoch(train) [257][1700/5005] lr: 2.5532e-04 eta: 10:56:58 time: 0.1785 data_time: 0.0092 loss: 1.3198 2023/03/27 04:19:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:19:43 - mmengine - INFO - Epoch(train) [257][1800/5005] lr: 2.5532e-04 eta: 10:56:40 time: 0.1800 data_time: 0.0092 loss: 1.0865 2023/03/27 04:20:02 - mmengine - INFO - Epoch(train) [257][1900/5005] lr: 2.5532e-04 eta: 10:56:22 time: 0.1807 data_time: 0.0094 loss: 1.2490 2023/03/27 04:20:20 - mmengine - INFO - Epoch(train) [257][2000/5005] lr: 2.5532e-04 eta: 10:56:04 time: 0.1769 data_time: 0.0091 loss: 1.1485 2023/03/27 04:20:40 - mmengine - INFO - Epoch(train) [257][2100/5005] lr: 2.5532e-04 eta: 10:55:46 time: 0.1784 data_time: 0.0095 loss: 1.0914 2023/03/27 04:20:59 - mmengine - INFO - Epoch(train) [257][2200/5005] lr: 2.5532e-04 eta: 10:55:28 time: 0.1882 data_time: 0.0094 loss: 1.1887 2023/03/27 04:21:17 - mmengine - INFO - Epoch(train) [257][2300/5005] lr: 2.5532e-04 eta: 10:55:10 time: 0.1791 data_time: 0.0093 loss: 1.2232 2023/03/27 04:21:35 - mmengine - INFO - Epoch(train) [257][2400/5005] lr: 2.5532e-04 eta: 10:54:52 time: 0.1802 data_time: 0.0096 loss: 1.2836 2023/03/27 04:21:54 - mmengine - INFO - Epoch(train) [257][2500/5005] lr: 2.5532e-04 eta: 10:54:34 time: 0.1775 data_time: 0.0090 loss: 1.0764 2023/03/27 04:22:13 - mmengine - INFO - Epoch(train) [257][2600/5005] lr: 2.5532e-04 eta: 10:54:16 time: 0.1976 data_time: 0.0090 loss: 1.2032 2023/03/27 04:22:31 - mmengine - INFO - Epoch(train) [257][2700/5005] lr: 2.5532e-04 eta: 10:53:58 time: 0.1782 data_time: 0.0092 loss: 1.0996 2023/03/27 04:22:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:22:50 - mmengine - INFO - Epoch(train) [257][2800/5005] lr: 2.5532e-04 eta: 10:53:40 time: 0.1787 data_time: 0.0092 loss: 1.3141 2023/03/27 04:23:09 - mmengine - INFO - Epoch(train) [257][2900/5005] lr: 2.5532e-04 eta: 10:53:22 time: 0.1785 data_time: 0.0089 loss: 1.1038 2023/03/27 04:23:28 - mmengine - INFO - Epoch(train) [257][3000/5005] lr: 2.5532e-04 eta: 10:53:04 time: 0.2015 data_time: 0.0089 loss: 1.0842 2023/03/27 04:23:46 - mmengine - INFO - Epoch(train) [257][3100/5005] lr: 2.5532e-04 eta: 10:52:46 time: 0.1789 data_time: 0.0093 loss: 1.2646 2023/03/27 04:24:05 - mmengine - INFO - Epoch(train) [257][3200/5005] lr: 2.5532e-04 eta: 10:52:28 time: 0.1792 data_time: 0.0092 loss: 1.0928 2023/03/27 04:24:23 - mmengine - INFO - Epoch(train) [257][3300/5005] lr: 2.5532e-04 eta: 10:52:10 time: 0.1784 data_time: 0.0092 loss: 1.1242 2023/03/27 04:24:42 - mmengine - INFO - Epoch(train) [257][3400/5005] lr: 2.5532e-04 eta: 10:51:52 time: 0.1781 data_time: 0.0094 loss: 1.2197 2023/03/27 04:25:01 - mmengine - INFO - Epoch(train) [257][3500/5005] lr: 2.5532e-04 eta: 10:51:34 time: 0.1779 data_time: 0.0089 loss: 1.3229 2023/03/27 04:25:19 - mmengine - INFO - Epoch(train) [257][3600/5005] lr: 2.5532e-04 eta: 10:51:16 time: 0.1786 data_time: 0.0092 loss: 1.2718 2023/03/27 04:25:38 - mmengine - INFO - Epoch(train) [257][3700/5005] lr: 2.5532e-04 eta: 10:50:58 time: 0.1789 data_time: 0.0088 loss: 1.2219 2023/03/27 04:25:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:25:57 - mmengine - INFO - Epoch(train) [257][3800/5005] lr: 2.5532e-04 eta: 10:50:40 time: 0.1804 data_time: 0.0099 loss: 1.1887 2023/03/27 04:26:15 - mmengine - INFO - Epoch(train) [257][3900/5005] lr: 2.5532e-04 eta: 10:50:22 time: 0.1771 data_time: 0.0086 loss: 1.2945 2023/03/27 04:26:34 - mmengine - INFO - Epoch(train) [257][4000/5005] lr: 2.5532e-04 eta: 10:50:04 time: 0.1779 data_time: 0.0094 loss: 1.2235 2023/03/27 04:26:52 - mmengine - INFO - Epoch(train) [257][4100/5005] lr: 2.5532e-04 eta: 10:49:46 time: 0.1791 data_time: 0.0094 loss: 1.2473 2023/03/27 04:27:11 - mmengine - INFO - Epoch(train) [257][4200/5005] lr: 2.5532e-04 eta: 10:49:28 time: 0.1990 data_time: 0.0088 loss: 1.1462 2023/03/27 04:27:30 - mmengine - INFO - Epoch(train) [257][4300/5005] lr: 2.5532e-04 eta: 10:49:10 time: 0.1775 data_time: 0.0087 loss: 1.1743 2023/03/27 04:27:48 - mmengine - INFO - Epoch(train) [257][4400/5005] lr: 2.5532e-04 eta: 10:48:51 time: 0.1791 data_time: 0.0092 loss: 0.9969 2023/03/27 04:28:07 - mmengine - INFO - Epoch(train) [257][4500/5005] lr: 2.5532e-04 eta: 10:48:33 time: 0.1783 data_time: 0.0090 loss: 1.5281 2023/03/27 04:28:26 - mmengine - INFO - Epoch(train) [257][4600/5005] lr: 2.5532e-04 eta: 10:48:15 time: 0.1782 data_time: 0.0092 loss: 1.0965 2023/03/27 04:28:44 - mmengine - INFO - Epoch(train) [257][4700/5005] lr: 2.5532e-04 eta: 10:47:57 time: 0.1779 data_time: 0.0090 loss: 1.1970 2023/03/27 04:28:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:29:03 - mmengine - INFO - Epoch(train) [257][4800/5005] lr: 2.5532e-04 eta: 10:47:39 time: 0.2046 data_time: 0.0088 loss: 1.2302 2023/03/27 04:29:22 - mmengine - INFO - Epoch(train) [257][4900/5005] lr: 2.5532e-04 eta: 10:47:21 time: 0.1783 data_time: 0.0093 loss: 1.0329 2023/03/27 04:29:40 - mmengine - INFO - Epoch(train) [257][5000/5005] lr: 2.5532e-04 eta: 10:47:03 time: 0.1770 data_time: 0.0092 loss: 1.1394 2023/03/27 04:29:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:29:42 - mmengine - INFO - Saving checkpoint at 257 epochs 2023/03/27 04:29:50 - mmengine - INFO - Epoch(val) [257][100/196] eta: 0:00:07 time: 0.0644 data_time: 0.0261 2023/03/27 04:30:19 - mmengine - INFO - Epoch(val) [257][196/196] accuracy/top1: 71.5680 accuracy/top5: 90.2600data_time: 0.0655 time: 0.0978 2023/03/27 04:30:39 - mmengine - INFO - Epoch(train) [258][ 100/5005] lr: 2.5022e-04 eta: 10:46:45 time: 0.1782 data_time: 0.0089 loss: 1.1112 2023/03/27 04:30:58 - mmengine - INFO - Epoch(train) [258][ 200/5005] lr: 2.5022e-04 eta: 10:46:26 time: 0.1794 data_time: 0.0087 loss: 1.3135 2023/03/27 04:31:16 - mmengine - INFO - Epoch(train) [258][ 300/5005] lr: 2.5022e-04 eta: 10:46:08 time: 0.1777 data_time: 0.0087 loss: 1.2748 2023/03/27 04:31:35 - mmengine - INFO - Epoch(train) [258][ 400/5005] lr: 2.5022e-04 eta: 10:45:50 time: 0.1794 data_time: 0.0090 loss: 1.2160 2023/03/27 04:31:53 - mmengine - INFO - Epoch(train) [258][ 500/5005] lr: 2.5022e-04 eta: 10:45:32 time: 0.1774 data_time: 0.0089 loss: 1.1301 2023/03/27 04:32:12 - mmengine - INFO - Epoch(train) [258][ 600/5005] lr: 2.5022e-04 eta: 10:45:14 time: 0.1783 data_time: 0.0087 loss: 1.3659 2023/03/27 04:32:30 - mmengine - INFO - Epoch(train) [258][ 700/5005] lr: 2.5022e-04 eta: 10:44:56 time: 0.1776 data_time: 0.0087 loss: 1.1267 2023/03/27 04:32:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:32:49 - mmengine - INFO - Epoch(train) [258][ 800/5005] lr: 2.5022e-04 eta: 10:44:38 time: 0.1773 data_time: 0.0086 loss: 1.1587 2023/03/27 04:33:08 - mmengine - INFO - Epoch(train) [258][ 900/5005] lr: 2.5022e-04 eta: 10:44:20 time: 0.1779 data_time: 0.0090 loss: 1.1570 2023/03/27 04:33:26 - mmengine - INFO - Epoch(train) [258][1000/5005] lr: 2.5022e-04 eta: 10:44:02 time: 0.1783 data_time: 0.0089 loss: 1.2933 2023/03/27 04:33:45 - mmengine - INFO - Epoch(train) [258][1100/5005] lr: 2.5022e-04 eta: 10:43:44 time: 0.1779 data_time: 0.0087 loss: 1.1783 2023/03/27 04:34:03 - mmengine - INFO - Epoch(train) [258][1200/5005] lr: 2.5022e-04 eta: 10:43:26 time: 0.1782 data_time: 0.0090 loss: 1.3615 2023/03/27 04:34:22 - mmengine - INFO - Epoch(train) [258][1300/5005] lr: 2.5022e-04 eta: 10:43:08 time: 0.1786 data_time: 0.0095 loss: 1.2422 2023/03/27 04:34:40 - mmengine - INFO - Epoch(train) [258][1400/5005] lr: 2.5022e-04 eta: 10:42:50 time: 0.1786 data_time: 0.0090 loss: 1.2554 2023/03/27 04:34:59 - mmengine - INFO - Epoch(train) [258][1500/5005] lr: 2.5022e-04 eta: 10:42:32 time: 0.1779 data_time: 0.0087 loss: 1.1089 2023/03/27 04:35:18 - mmengine - INFO - Epoch(train) [258][1600/5005] lr: 2.5022e-04 eta: 10:42:14 time: 0.1780 data_time: 0.0087 loss: 1.0561 2023/03/27 04:35:36 - mmengine - INFO - Epoch(train) [258][1700/5005] lr: 2.5022e-04 eta: 10:41:56 time: 0.1784 data_time: 0.0090 loss: 1.0841 2023/03/27 04:35:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:35:55 - mmengine - INFO - Epoch(train) [258][1800/5005] lr: 2.5022e-04 eta: 10:41:38 time: 0.1812 data_time: 0.0090 loss: 1.1120 2023/03/27 04:36:14 - mmengine - INFO - Epoch(train) [258][1900/5005] lr: 2.5022e-04 eta: 10:41:20 time: 0.1784 data_time: 0.0090 loss: 1.0623 2023/03/27 04:36:32 - mmengine - INFO - Epoch(train) [258][2000/5005] lr: 2.5022e-04 eta: 10:41:02 time: 0.1782 data_time: 0.0088 loss: 1.1968 2023/03/27 04:36:51 - mmengine - INFO - Epoch(train) [258][2100/5005] lr: 2.5022e-04 eta: 10:40:44 time: 0.1780 data_time: 0.0089 loss: 1.2810 2023/03/27 04:37:09 - mmengine - INFO - Epoch(train) [258][2200/5005] lr: 2.5022e-04 eta: 10:40:26 time: 0.1781 data_time: 0.0089 loss: 1.0988 2023/03/27 04:37:28 - mmengine - INFO - Epoch(train) [258][2300/5005] lr: 2.5022e-04 eta: 10:40:08 time: 0.1882 data_time: 0.0089 loss: 1.2446 2023/03/27 04:37:47 - mmengine - INFO - Epoch(train) [258][2400/5005] lr: 2.5022e-04 eta: 10:39:49 time: 0.1785 data_time: 0.0091 loss: 1.2528 2023/03/27 04:38:05 - mmengine - INFO - Epoch(train) [258][2500/5005] lr: 2.5022e-04 eta: 10:39:31 time: 0.1778 data_time: 0.0087 loss: 1.1059 2023/03/27 04:38:24 - mmengine - INFO - Epoch(train) [258][2600/5005] lr: 2.5022e-04 eta: 10:39:13 time: 0.1982 data_time: 0.0086 loss: 1.0653 2023/03/27 04:38:42 - mmengine - INFO - Epoch(train) [258][2700/5005] lr: 2.5022e-04 eta: 10:38:55 time: 0.1782 data_time: 0.0087 loss: 1.0012 2023/03/27 04:38:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:39:01 - mmengine - INFO - Epoch(train) [258][2800/5005] lr: 2.5022e-04 eta: 10:38:37 time: 0.1768 data_time: 0.0087 loss: 1.1516 2023/03/27 04:39:20 - mmengine - INFO - Epoch(train) [258][2900/5005] lr: 2.5022e-04 eta: 10:38:19 time: 0.1782 data_time: 0.0087 loss: 1.1682 2023/03/27 04:39:38 - mmengine - INFO - Epoch(train) [258][3000/5005] lr: 2.5022e-04 eta: 10:38:01 time: 0.1789 data_time: 0.0090 loss: 1.1345 2023/03/27 04:39:57 - mmengine - INFO - Epoch(train) [258][3100/5005] lr: 2.5022e-04 eta: 10:37:43 time: 0.1785 data_time: 0.0089 loss: 1.2841 2023/03/27 04:40:15 - mmengine - INFO - Epoch(train) [258][3200/5005] lr: 2.5022e-04 eta: 10:37:25 time: 0.1780 data_time: 0.0090 loss: 1.1515 2023/03/27 04:40:34 - mmengine - INFO - Epoch(train) [258][3300/5005] lr: 2.5022e-04 eta: 10:37:07 time: 0.1781 data_time: 0.0088 loss: 1.1055 2023/03/27 04:40:52 - mmengine - INFO - Epoch(train) [258][3400/5005] lr: 2.5022e-04 eta: 10:36:49 time: 0.1779 data_time: 0.0086 loss: 1.3451 2023/03/27 04:41:11 - mmengine - INFO - Epoch(train) [258][3500/5005] lr: 2.5022e-04 eta: 10:36:31 time: 0.1782 data_time: 0.0087 loss: 0.9903 2023/03/27 04:41:30 - mmengine - INFO - Epoch(train) [258][3600/5005] lr: 2.5022e-04 eta: 10:36:13 time: 0.1813 data_time: 0.0086 loss: 1.4799 2023/03/27 04:41:48 - mmengine - INFO - Epoch(train) [258][3700/5005] lr: 2.5022e-04 eta: 10:35:55 time: 0.1793 data_time: 0.0084 loss: 1.1137 2023/03/27 04:41:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:42:07 - mmengine - INFO - Epoch(train) [258][3800/5005] lr: 2.5022e-04 eta: 10:35:37 time: 0.1787 data_time: 0.0088 loss: 1.1767 2023/03/27 04:42:25 - mmengine - INFO - Epoch(train) [258][3900/5005] lr: 2.5022e-04 eta: 10:35:19 time: 0.1787 data_time: 0.0089 loss: 1.3866 2023/03/27 04:42:44 - mmengine - INFO - Epoch(train) [258][4000/5005] lr: 2.5022e-04 eta: 10:35:01 time: 0.1784 data_time: 0.0091 loss: 1.2053 2023/03/27 04:43:03 - mmengine - INFO - Epoch(train) [258][4100/5005] lr: 2.5022e-04 eta: 10:34:43 time: 0.1779 data_time: 0.0089 loss: 1.2064 2023/03/27 04:43:21 - mmengine - INFO - Epoch(train) [258][4200/5005] lr: 2.5022e-04 eta: 10:34:25 time: 0.1776 data_time: 0.0088 loss: 1.1350 2023/03/27 04:43:40 - mmengine - INFO - Epoch(train) [258][4300/5005] lr: 2.5022e-04 eta: 10:34:07 time: 0.1787 data_time: 0.0090 loss: 1.0741 2023/03/27 04:43:59 - mmengine - INFO - Epoch(train) [258][4400/5005] lr: 2.5022e-04 eta: 10:33:49 time: 0.2001 data_time: 0.0087 loss: 1.3089 2023/03/27 04:44:17 - mmengine - INFO - Epoch(train) [258][4500/5005] lr: 2.5022e-04 eta: 10:33:31 time: 0.1891 data_time: 0.0089 loss: 1.1936 2023/03/27 04:44:36 - mmengine - INFO - Epoch(train) [258][4600/5005] lr: 2.5022e-04 eta: 10:33:13 time: 0.1780 data_time: 0.0086 loss: 1.0725 2023/03/27 04:44:54 - mmengine - INFO - Epoch(train) [258][4700/5005] lr: 2.5022e-04 eta: 10:32:54 time: 0.1796 data_time: 0.0087 loss: 1.4357 2023/03/27 04:44:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:45:13 - mmengine - INFO - Epoch(train) [258][4800/5005] lr: 2.5022e-04 eta: 10:32:37 time: 0.1994 data_time: 0.0087 loss: 1.0907 2023/03/27 04:45:32 - mmengine - INFO - Epoch(train) [258][4900/5005] lr: 2.5022e-04 eta: 10:32:18 time: 0.1780 data_time: 0.0090 loss: 1.1996 2023/03/27 04:45:50 - mmengine - INFO - Epoch(train) [258][5000/5005] lr: 2.5022e-04 eta: 10:32:00 time: 0.1756 data_time: 0.0091 loss: 1.2462 2023/03/27 04:45:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:45:52 - mmengine - INFO - Saving checkpoint at 258 epochs 2023/03/27 04:46:00 - mmengine - INFO - Epoch(val) [258][100/196] eta: 0:00:07 time: 0.0674 data_time: 0.0290 2023/03/27 04:46:28 - mmengine - INFO - Epoch(val) [258][196/196] accuracy/top1: 71.4460 accuracy/top5: 90.3020data_time: 0.0678 time: 0.1007 2023/03/27 04:46:48 - mmengine - INFO - Epoch(train) [259][ 100/5005] lr: 2.4521e-04 eta: 10:31:42 time: 0.1792 data_time: 0.0098 loss: 1.1967 2023/03/27 04:47:07 - mmengine - INFO - Epoch(train) [259][ 200/5005] lr: 2.4521e-04 eta: 10:31:24 time: 0.1795 data_time: 0.0092 loss: 1.1973 2023/03/27 04:47:25 - mmengine - INFO - Epoch(train) [259][ 300/5005] lr: 2.4521e-04 eta: 10:31:06 time: 0.1793 data_time: 0.0095 loss: 1.3030 2023/03/27 04:47:44 - mmengine - INFO - Epoch(train) [259][ 400/5005] lr: 2.4521e-04 eta: 10:30:48 time: 0.1787 data_time: 0.0095 loss: 1.0905 2023/03/27 04:48:03 - mmengine - INFO - Epoch(train) [259][ 500/5005] lr: 2.4521e-04 eta: 10:30:30 time: 0.1793 data_time: 0.0094 loss: 1.0484 2023/03/27 04:48:22 - mmengine - INFO - Epoch(train) [259][ 600/5005] lr: 2.4521e-04 eta: 10:30:11 time: 0.2060 data_time: 0.0092 loss: 1.2567 2023/03/27 04:48:40 - mmengine - INFO - Epoch(train) [259][ 700/5005] lr: 2.4521e-04 eta: 10:29:53 time: 0.1804 data_time: 0.0093 loss: 1.2960 2023/03/27 04:48:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:48:59 - mmengine - INFO - Epoch(train) [259][ 800/5005] lr: 2.4521e-04 eta: 10:29:35 time: 0.1786 data_time: 0.0095 loss: 1.0504 2023/03/27 04:49:18 - mmengine - INFO - Epoch(train) [259][ 900/5005] lr: 2.4521e-04 eta: 10:29:17 time: 0.1786 data_time: 0.0096 loss: 1.0333 2023/03/27 04:49:37 - mmengine - INFO - Epoch(train) [259][1000/5005] lr: 2.4521e-04 eta: 10:28:59 time: 0.1778 data_time: 0.0093 loss: 1.0364 2023/03/27 04:49:56 - mmengine - INFO - Epoch(train) [259][1100/5005] lr: 2.4521e-04 eta: 10:28:41 time: 0.1786 data_time: 0.0093 loss: 1.3002 2023/03/27 04:50:14 - mmengine - INFO - Epoch(train) [259][1200/5005] lr: 2.4521e-04 eta: 10:28:23 time: 0.1801 data_time: 0.0097 loss: 1.1488 2023/03/27 04:50:33 - mmengine - INFO - Epoch(train) [259][1300/5005] lr: 2.4521e-04 eta: 10:28:05 time: 0.1793 data_time: 0.0095 loss: 1.1965 2023/03/27 04:50:52 - mmengine - INFO - Epoch(train) [259][1400/5005] lr: 2.4521e-04 eta: 10:27:47 time: 0.1796 data_time: 0.0091 loss: 1.1559 2023/03/27 04:51:11 - mmengine - INFO - Epoch(train) [259][1500/5005] lr: 2.4521e-04 eta: 10:27:29 time: 0.1788 data_time: 0.0092 loss: 1.2699 2023/03/27 04:51:30 - mmengine - INFO - Epoch(train) [259][1600/5005] lr: 2.4521e-04 eta: 10:27:11 time: 0.1997 data_time: 0.0089 loss: 1.1515 2023/03/27 04:51:48 - mmengine - INFO - Epoch(train) [259][1700/5005] lr: 2.4521e-04 eta: 10:26:53 time: 0.1782 data_time: 0.0094 loss: 1.1394 2023/03/27 04:51:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:52:07 - mmengine - INFO - Epoch(train) [259][1800/5005] lr: 2.4521e-04 eta: 10:26:35 time: 0.1788 data_time: 0.0093 loss: 1.1933 2023/03/27 04:52:26 - mmengine - INFO - Epoch(train) [259][1900/5005] lr: 2.4521e-04 eta: 10:26:17 time: 0.1787 data_time: 0.0095 loss: 1.1298 2023/03/27 04:52:44 - mmengine - INFO - Epoch(train) [259][2000/5005] lr: 2.4521e-04 eta: 10:25:59 time: 0.1803 data_time: 0.0101 loss: 1.1672 2023/03/27 04:53:03 - mmengine - INFO - Epoch(train) [259][2100/5005] lr: 2.4521e-04 eta: 10:25:41 time: 0.1788 data_time: 0.0093 loss: 1.0601 2023/03/27 04:53:22 - mmengine - INFO - Epoch(train) [259][2200/5005] lr: 2.4521e-04 eta: 10:25:23 time: 0.1790 data_time: 0.0094 loss: 1.1723 2023/03/27 04:53:41 - mmengine - INFO - Epoch(train) [259][2300/5005] lr: 2.4521e-04 eta: 10:25:05 time: 0.1807 data_time: 0.0093 loss: 1.2027 2023/03/27 04:54:00 - mmengine - INFO - Epoch(train) [259][2400/5005] lr: 2.4521e-04 eta: 10:24:47 time: 0.1787 data_time: 0.0091 loss: 1.3371 2023/03/27 04:54:18 - mmengine - INFO - Epoch(train) [259][2500/5005] lr: 2.4521e-04 eta: 10:24:29 time: 0.1796 data_time: 0.0094 loss: 1.1043 2023/03/27 04:54:37 - mmengine - INFO - Epoch(train) [259][2600/5005] lr: 2.4521e-04 eta: 10:24:11 time: 0.1791 data_time: 0.0095 loss: 1.2017 2023/03/27 04:54:56 - mmengine - INFO - Epoch(train) [259][2700/5005] lr: 2.4521e-04 eta: 10:23:53 time: 0.1800 data_time: 0.0100 loss: 1.2286 2023/03/27 04:54:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:55:14 - mmengine - INFO - Epoch(train) [259][2800/5005] lr: 2.4521e-04 eta: 10:23:35 time: 0.1791 data_time: 0.0097 loss: 1.3679 2023/03/27 04:55:33 - mmengine - INFO - Epoch(train) [259][2900/5005] lr: 2.4521e-04 eta: 10:23:17 time: 0.1795 data_time: 0.0097 loss: 0.9967 2023/03/27 04:55:52 - mmengine - INFO - Epoch(train) [259][3000/5005] lr: 2.4521e-04 eta: 10:22:59 time: 0.1804 data_time: 0.0097 loss: 1.1228 2023/03/27 04:56:11 - mmengine - INFO - Epoch(train) [259][3100/5005] lr: 2.4521e-04 eta: 10:22:41 time: 0.1788 data_time: 0.0096 loss: 1.1069 2023/03/27 04:56:30 - mmengine - INFO - Epoch(train) [259][3200/5005] lr: 2.4521e-04 eta: 10:22:23 time: 0.1794 data_time: 0.0093 loss: 1.1925 2023/03/27 04:56:48 - mmengine - INFO - Epoch(train) [259][3300/5005] lr: 2.4521e-04 eta: 10:22:05 time: 0.1794 data_time: 0.0094 loss: 1.2033 2023/03/27 04:57:07 - mmengine - INFO - Epoch(train) [259][3400/5005] lr: 2.4521e-04 eta: 10:21:47 time: 0.1793 data_time: 0.0090 loss: 1.1608 2023/03/27 04:57:26 - mmengine - INFO - Epoch(train) [259][3500/5005] lr: 2.4521e-04 eta: 10:21:29 time: 0.1794 data_time: 0.0094 loss: 1.1790 2023/03/27 04:57:44 - mmengine - INFO - Epoch(train) [259][3600/5005] lr: 2.4521e-04 eta: 10:21:11 time: 0.1792 data_time: 0.0098 loss: 1.1443 2023/03/27 04:58:03 - mmengine - INFO - Epoch(train) [259][3700/5005] lr: 2.4521e-04 eta: 10:20:53 time: 0.1784 data_time: 0.0095 loss: 1.2547 2023/03/27 04:58:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 04:58:22 - mmengine - INFO - Epoch(train) [259][3800/5005] lr: 2.4521e-04 eta: 10:20:35 time: 0.1798 data_time: 0.0095 loss: 1.0501 2023/03/27 04:58:40 - mmengine - INFO - Epoch(train) [259][3900/5005] lr: 2.4521e-04 eta: 10:20:17 time: 0.1786 data_time: 0.0092 loss: 1.1815 2023/03/27 04:59:00 - mmengine - INFO - Epoch(train) [259][4000/5005] lr: 2.4521e-04 eta: 10:19:59 time: 0.1793 data_time: 0.0094 loss: 1.2883 2023/03/27 04:59:18 - mmengine - INFO - Epoch(train) [259][4100/5005] lr: 2.4521e-04 eta: 10:19:41 time: 0.1796 data_time: 0.0095 loss: 1.1242 2023/03/27 04:59:37 - mmengine - INFO - Epoch(train) [259][4200/5005] lr: 2.4521e-04 eta: 10:19:23 time: 0.1801 data_time: 0.0092 loss: 1.1800 2023/03/27 04:59:56 - mmengine - INFO - Epoch(train) [259][4300/5005] lr: 2.4521e-04 eta: 10:19:04 time: 0.1806 data_time: 0.0094 loss: 1.1909 2023/03/27 05:00:14 - mmengine - INFO - Epoch(train) [259][4400/5005] lr: 2.4521e-04 eta: 10:18:46 time: 0.1787 data_time: 0.0089 loss: 1.1526 2023/03/27 05:00:33 - mmengine - INFO - Epoch(train) [259][4500/5005] lr: 2.4521e-04 eta: 10:18:28 time: 0.1787 data_time: 0.0097 loss: 1.0244 2023/03/27 05:00:51 - mmengine - INFO - Epoch(train) [259][4600/5005] lr: 2.4521e-04 eta: 10:18:10 time: 0.1786 data_time: 0.0094 loss: 1.0772 2023/03/27 05:01:10 - mmengine - INFO - Epoch(train) [259][4700/5005] lr: 2.4521e-04 eta: 10:17:52 time: 0.1803 data_time: 0.0095 loss: 1.1386 2023/03/27 05:01:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:01:29 - mmengine - INFO - Epoch(train) [259][4800/5005] lr: 2.4521e-04 eta: 10:17:34 time: 0.1799 data_time: 0.0092 loss: 1.1766 2023/03/27 05:01:48 - mmengine - INFO - Epoch(train) [259][4900/5005] lr: 2.4521e-04 eta: 10:17:16 time: 0.1794 data_time: 0.0094 loss: 1.1523 2023/03/27 05:02:07 - mmengine - INFO - Epoch(train) [259][5000/5005] lr: 2.4521e-04 eta: 10:16:58 time: 0.1758 data_time: 0.0091 loss: 1.2261 2023/03/27 05:02:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:02:08 - mmengine - INFO - Saving checkpoint at 259 epochs 2023/03/27 05:02:16 - mmengine - INFO - Epoch(val) [259][100/196] eta: 0:00:07 time: 0.0651 data_time: 0.0283 2023/03/27 05:02:45 - mmengine - INFO - Epoch(val) [259][196/196] accuracy/top1: 71.6280 accuracy/top5: 90.2000data_time: 0.0669 time: 0.0989 2023/03/27 05:03:04 - mmengine - INFO - Epoch(train) [260][ 100/5005] lr: 2.4031e-04 eta: 10:16:39 time: 0.1788 data_time: 0.0095 loss: 1.1612 2023/03/27 05:03:23 - mmengine - INFO - Epoch(train) [260][ 200/5005] lr: 2.4031e-04 eta: 10:16:21 time: 0.1777 data_time: 0.0089 loss: 1.1139 2023/03/27 05:03:41 - mmengine - INFO - Epoch(train) [260][ 300/5005] lr: 2.4031e-04 eta: 10:16:03 time: 0.1778 data_time: 0.0092 loss: 1.0922 2023/03/27 05:04:00 - mmengine - INFO - Epoch(train) [260][ 400/5005] lr: 2.4031e-04 eta: 10:15:45 time: 0.1787 data_time: 0.0091 loss: 1.2016 2023/03/27 05:04:18 - mmengine - INFO - Epoch(train) [260][ 500/5005] lr: 2.4031e-04 eta: 10:15:27 time: 0.1777 data_time: 0.0090 loss: 1.2097 2023/03/27 05:04:37 - mmengine - INFO - Epoch(train) [260][ 600/5005] lr: 2.4031e-04 eta: 10:15:09 time: 0.1785 data_time: 0.0090 loss: 1.0467 2023/03/27 05:04:56 - mmengine - INFO - Epoch(train) [260][ 700/5005] lr: 2.4031e-04 eta: 10:14:51 time: 0.1771 data_time: 0.0093 loss: 1.0443 2023/03/27 05:04:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:05:14 - mmengine - INFO - Epoch(train) [260][ 800/5005] lr: 2.4031e-04 eta: 10:14:33 time: 0.1776 data_time: 0.0091 loss: 1.3019 2023/03/27 05:05:34 - mmengine - INFO - Epoch(train) [260][ 900/5005] lr: 2.4031e-04 eta: 10:14:15 time: 0.1762 data_time: 0.0089 loss: 1.4390 2023/03/27 05:05:52 - mmengine - INFO - Epoch(train) [260][1000/5005] lr: 2.4031e-04 eta: 10:13:57 time: 0.1783 data_time: 0.0091 loss: 1.1882 2023/03/27 05:06:11 - mmengine - INFO - Epoch(train) [260][1100/5005] lr: 2.4031e-04 eta: 10:13:39 time: 0.1772 data_time: 0.0092 loss: 1.1467 2023/03/27 05:06:30 - mmengine - INFO - Epoch(train) [260][1200/5005] lr: 2.4031e-04 eta: 10:13:21 time: 0.1788 data_time: 0.0093 loss: 1.1695 2023/03/27 05:06:48 - mmengine - INFO - Epoch(train) [260][1300/5005] lr: 2.4031e-04 eta: 10:13:03 time: 0.1786 data_time: 0.0094 loss: 1.2788 2023/03/27 05:07:07 - mmengine - INFO - Epoch(train) [260][1400/5005] lr: 2.4031e-04 eta: 10:12:45 time: 0.1924 data_time: 0.0092 loss: 1.3018 2023/03/27 05:07:25 - mmengine - INFO - Epoch(train) [260][1500/5005] lr: 2.4031e-04 eta: 10:12:27 time: 0.1784 data_time: 0.0094 loss: 1.1919 2023/03/27 05:07:44 - mmengine - INFO - Epoch(train) [260][1600/5005] lr: 2.4031e-04 eta: 10:12:09 time: 0.1789 data_time: 0.0095 loss: 1.1438 2023/03/27 05:08:03 - mmengine - INFO - Epoch(train) [260][1700/5005] lr: 2.4031e-04 eta: 10:11:51 time: 0.2022 data_time: 0.0090 loss: 1.2204 2023/03/27 05:08:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:08:22 - mmengine - INFO - Epoch(train) [260][1800/5005] lr: 2.4031e-04 eta: 10:11:33 time: 0.1775 data_time: 0.0089 loss: 1.2629 2023/03/27 05:08:40 - mmengine - INFO - Epoch(train) [260][1900/5005] lr: 2.4031e-04 eta: 10:11:15 time: 0.1789 data_time: 0.0093 loss: 1.2017 2023/03/27 05:08:59 - mmengine - INFO - Epoch(train) [260][2000/5005] lr: 2.4031e-04 eta: 10:10:57 time: 0.1780 data_time: 0.0086 loss: 1.1902 2023/03/27 05:09:18 - mmengine - INFO - Epoch(train) [260][2100/5005] lr: 2.4031e-04 eta: 10:10:39 time: 0.1780 data_time: 0.0090 loss: 1.1232 2023/03/27 05:09:36 - mmengine - INFO - Epoch(train) [260][2200/5005] lr: 2.4031e-04 eta: 10:10:21 time: 0.1786 data_time: 0.0091 loss: 1.1003 2023/03/27 05:09:55 - mmengine - INFO - Epoch(train) [260][2300/5005] lr: 2.4031e-04 eta: 10:10:03 time: 0.1778 data_time: 0.0091 loss: 1.0480 2023/03/27 05:10:14 - mmengine - INFO - Epoch(train) [260][2400/5005] lr: 2.4031e-04 eta: 10:09:45 time: 0.1796 data_time: 0.0097 loss: 1.3319 2023/03/27 05:10:32 - mmengine - INFO - Epoch(train) [260][2500/5005] lr: 2.4031e-04 eta: 10:09:26 time: 0.1773 data_time: 0.0090 loss: 1.3045 2023/03/27 05:10:51 - mmengine - INFO - Epoch(train) [260][2600/5005] lr: 2.4031e-04 eta: 10:09:08 time: 0.1806 data_time: 0.0095 loss: 1.1686 2023/03/27 05:11:10 - mmengine - INFO - Epoch(train) [260][2700/5005] lr: 2.4031e-04 eta: 10:08:50 time: 0.1783 data_time: 0.0091 loss: 1.1503 2023/03/27 05:11:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:11:28 - mmengine - INFO - Epoch(train) [260][2800/5005] lr: 2.4031e-04 eta: 10:08:32 time: 0.1761 data_time: 0.0097 loss: 1.0688 2023/03/27 05:11:47 - mmengine - INFO - Epoch(train) [260][2900/5005] lr: 2.4031e-04 eta: 10:08:14 time: 0.1784 data_time: 0.0094 loss: 1.1537 2023/03/27 05:12:06 - mmengine - INFO - Epoch(train) [260][3000/5005] lr: 2.4031e-04 eta: 10:07:56 time: 0.1783 data_time: 0.0090 loss: 1.2996 2023/03/27 05:12:24 - mmengine - INFO - Epoch(train) [260][3100/5005] lr: 2.4031e-04 eta: 10:07:38 time: 0.1786 data_time: 0.0091 loss: 1.1456 2023/03/27 05:12:43 - mmengine - INFO - Epoch(train) [260][3200/5005] lr: 2.4031e-04 eta: 10:07:20 time: 0.1781 data_time: 0.0095 loss: 1.1388 2023/03/27 05:13:02 - mmengine - INFO - Epoch(train) [260][3300/5005] lr: 2.4031e-04 eta: 10:07:02 time: 0.1777 data_time: 0.0093 loss: 0.9386 2023/03/27 05:13:20 - mmengine - INFO - Epoch(train) [260][3400/5005] lr: 2.4031e-04 eta: 10:06:44 time: 0.1963 data_time: 0.0090 loss: 1.0801 2023/03/27 05:13:39 - mmengine - INFO - Epoch(train) [260][3500/5005] lr: 2.4031e-04 eta: 10:06:26 time: 0.1781 data_time: 0.0094 loss: 1.2985 2023/03/27 05:13:58 - mmengine - INFO - Epoch(train) [260][3600/5005] lr: 2.4031e-04 eta: 10:06:08 time: 0.1782 data_time: 0.0092 loss: 1.0678 2023/03/27 05:14:16 - mmengine - INFO - Epoch(train) [260][3700/5005] lr: 2.4031e-04 eta: 10:05:50 time: 0.1788 data_time: 0.0090 loss: 1.2092 2023/03/27 05:14:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:14:35 - mmengine - INFO - Epoch(train) [260][3800/5005] lr: 2.4031e-04 eta: 10:05:32 time: 0.1791 data_time: 0.0098 loss: 1.0689 2023/03/27 05:14:54 - mmengine - INFO - Epoch(train) [260][3900/5005] lr: 2.4031e-04 eta: 10:05:14 time: 0.1778 data_time: 0.0089 loss: 1.1025 2023/03/27 05:15:12 - mmengine - INFO - Epoch(train) [260][4000/5005] lr: 2.4031e-04 eta: 10:04:56 time: 0.1779 data_time: 0.0092 loss: 1.2156 2023/03/27 05:15:31 - mmengine - INFO - Epoch(train) [260][4100/5005] lr: 2.4031e-04 eta: 10:04:38 time: 0.1787 data_time: 0.0093 loss: 1.2231 2023/03/27 05:15:49 - mmengine - INFO - Epoch(train) [260][4200/5005] lr: 2.4031e-04 eta: 10:04:20 time: 0.1789 data_time: 0.0097 loss: 1.0920 2023/03/27 05:16:08 - mmengine - INFO - Epoch(train) [260][4300/5005] lr: 2.4031e-04 eta: 10:04:02 time: 0.1779 data_time: 0.0091 loss: 1.1466 2023/03/27 05:16:27 - mmengine - INFO - Epoch(train) [260][4400/5005] lr: 2.4031e-04 eta: 10:03:44 time: 0.1785 data_time: 0.0095 loss: 1.1895 2023/03/27 05:16:46 - mmengine - INFO - Epoch(train) [260][4500/5005] lr: 2.4031e-04 eta: 10:03:26 time: 0.1792 data_time: 0.0090 loss: 1.1969 2023/03/27 05:17:04 - mmengine - INFO - Epoch(train) [260][4600/5005] lr: 2.4031e-04 eta: 10:03:08 time: 0.1788 data_time: 0.0093 loss: 1.1212 2023/03/27 05:17:23 - mmengine - INFO - Epoch(train) [260][4700/5005] lr: 2.4031e-04 eta: 10:02:50 time: 0.2008 data_time: 0.0090 loss: 1.0428 2023/03/27 05:17:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:17:42 - mmengine - INFO - Epoch(train) [260][4800/5005] lr: 2.4031e-04 eta: 10:02:32 time: 0.1790 data_time: 0.0096 loss: 1.3151 2023/03/27 05:18:00 - mmengine - INFO - Epoch(train) [260][4900/5005] lr: 2.4031e-04 eta: 10:02:14 time: 0.1783 data_time: 0.0096 loss: 1.2020 2023/03/27 05:18:19 - mmengine - INFO - Epoch(train) [260][5000/5005] lr: 2.4031e-04 eta: 10:01:55 time: 0.1765 data_time: 0.0092 loss: 1.1181 2023/03/27 05:18:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:18:20 - mmengine - INFO - Saving checkpoint at 260 epochs 2023/03/27 05:18:29 - mmengine - INFO - Epoch(val) [260][100/196] eta: 0:00:07 time: 0.0677 data_time: 0.0312 2023/03/27 05:18:57 - mmengine - INFO - Epoch(val) [260][196/196] accuracy/top1: 71.6040 accuracy/top5: 90.1860data_time: 0.0657 time: 0.0989 2023/03/27 05:19:17 - mmengine - INFO - Epoch(train) [261][ 100/5005] lr: 2.3550e-04 eta: 10:01:37 time: 0.1782 data_time: 0.0086 loss: 1.1878 2023/03/27 05:19:36 - mmengine - INFO - Epoch(train) [261][ 200/5005] lr: 2.3550e-04 eta: 10:01:19 time: 0.1798 data_time: 0.0090 loss: 1.1151 2023/03/27 05:19:54 - mmengine - INFO - Epoch(train) [261][ 300/5005] lr: 2.3550e-04 eta: 10:01:01 time: 0.1783 data_time: 0.0091 loss: 1.2816 2023/03/27 05:20:13 - mmengine - INFO - Epoch(train) [261][ 400/5005] lr: 2.3550e-04 eta: 10:00:43 time: 0.1785 data_time: 0.0093 loss: 1.3706 2023/03/27 05:20:31 - mmengine - INFO - Epoch(train) [261][ 500/5005] lr: 2.3550e-04 eta: 10:00:25 time: 0.1771 data_time: 0.0091 loss: 1.2771 2023/03/27 05:20:50 - mmengine - INFO - Epoch(train) [261][ 600/5005] lr: 2.3550e-04 eta: 10:00:07 time: 0.2038 data_time: 0.0090 loss: 1.0733 2023/03/27 05:21:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:21:09 - mmengine - INFO - Epoch(train) [261][ 700/5005] lr: 2.3550e-04 eta: 9:59:48 time: 0.1775 data_time: 0.0087 loss: 1.0890 2023/03/27 05:21:28 - mmengine - INFO - Epoch(train) [261][ 800/5005] lr: 2.3550e-04 eta: 9:59:31 time: 0.1897 data_time: 0.0087 loss: 1.1355 2023/03/27 05:21:46 - mmengine - INFO - Epoch(train) [261][ 900/5005] lr: 2.3550e-04 eta: 9:59:12 time: 0.1796 data_time: 0.0090 loss: 1.1523 2023/03/27 05:22:05 - mmengine - INFO - Epoch(train) [261][1000/5005] lr: 2.3550e-04 eta: 9:58:54 time: 0.1781 data_time: 0.0089 loss: 1.3213 2023/03/27 05:22:24 - mmengine - INFO - Epoch(train) [261][1100/5005] lr: 2.3550e-04 eta: 9:58:36 time: 0.1784 data_time: 0.0089 loss: 1.2412 2023/03/27 05:22:42 - mmengine - INFO - Epoch(train) [261][1200/5005] lr: 2.3550e-04 eta: 9:58:18 time: 0.1786 data_time: 0.0090 loss: 1.1549 2023/03/27 05:23:01 - mmengine - INFO - Epoch(train) [261][1300/5005] lr: 2.3550e-04 eta: 9:58:00 time: 0.1787 data_time: 0.0091 loss: 0.9866 2023/03/27 05:23:19 - mmengine - INFO - Epoch(train) [261][1400/5005] lr: 2.3550e-04 eta: 9:57:42 time: 0.1777 data_time: 0.0090 loss: 1.1013 2023/03/27 05:23:38 - mmengine - INFO - Epoch(train) [261][1500/5005] lr: 2.3550e-04 eta: 9:57:24 time: 0.1795 data_time: 0.0089 loss: 1.2774 2023/03/27 05:23:57 - mmengine - INFO - Epoch(train) [261][1600/5005] lr: 2.3550e-04 eta: 9:57:06 time: 0.1798 data_time: 0.0090 loss: 1.1803 2023/03/27 05:24:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:24:16 - mmengine - INFO - Epoch(train) [261][1700/5005] lr: 2.3550e-04 eta: 9:56:48 time: 0.1784 data_time: 0.0088 loss: 1.1755 2023/03/27 05:24:34 - mmengine - INFO - Epoch(train) [261][1800/5005] lr: 2.3550e-04 eta: 9:56:30 time: 0.1786 data_time: 0.0094 loss: 1.1868 2023/03/27 05:24:53 - mmengine - INFO - Epoch(train) [261][1900/5005] lr: 2.3550e-04 eta: 9:56:12 time: 0.1801 data_time: 0.0092 loss: 1.3351 2023/03/27 05:25:12 - mmengine - INFO - Epoch(train) [261][2000/5005] lr: 2.3550e-04 eta: 9:55:54 time: 0.1790 data_time: 0.0088 loss: 1.0879 2023/03/27 05:25:30 - mmengine - INFO - Epoch(train) [261][2100/5005] lr: 2.3550e-04 eta: 9:55:36 time: 0.1778 data_time: 0.0090 loss: 1.1113 2023/03/27 05:25:49 - mmengine - INFO - Epoch(train) [261][2200/5005] lr: 2.3550e-04 eta: 9:55:18 time: 0.2004 data_time: 0.0088 loss: 1.2154 2023/03/27 05:26:08 - mmengine - INFO - Epoch(train) [261][2300/5005] lr: 2.3550e-04 eta: 9:55:00 time: 0.1782 data_time: 0.0091 loss: 1.1301 2023/03/27 05:26:26 - mmengine - INFO - Epoch(train) [261][2400/5005] lr: 2.3550e-04 eta: 9:54:42 time: 0.1784 data_time: 0.0090 loss: 1.1852 2023/03/27 05:26:45 - mmengine - INFO - Epoch(train) [261][2500/5005] lr: 2.3550e-04 eta: 9:54:24 time: 0.1792 data_time: 0.0092 loss: 1.1331 2023/03/27 05:27:04 - mmengine - INFO - Epoch(train) [261][2600/5005] lr: 2.3550e-04 eta: 9:54:06 time: 0.1775 data_time: 0.0088 loss: 1.1041 2023/03/27 05:27:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:27:22 - mmengine - INFO - Epoch(train) [261][2700/5005] lr: 2.3550e-04 eta: 9:53:48 time: 0.1790 data_time: 0.0089 loss: 1.3743 2023/03/27 05:27:41 - mmengine - INFO - Epoch(train) [261][2800/5005] lr: 2.3550e-04 eta: 9:53:30 time: 0.1909 data_time: 0.0085 loss: 1.1047 2023/03/27 05:28:00 - mmengine - INFO - Epoch(train) [261][2900/5005] lr: 2.3550e-04 eta: 9:53:12 time: 0.1797 data_time: 0.0092 loss: 1.1227 2023/03/27 05:28:18 - mmengine - INFO - Epoch(train) [261][3000/5005] lr: 2.3550e-04 eta: 9:52:54 time: 0.1776 data_time: 0.0089 loss: 1.1331 2023/03/27 05:28:37 - mmengine - INFO - Epoch(train) [261][3100/5005] lr: 2.3550e-04 eta: 9:52:36 time: 0.1786 data_time: 0.0090 loss: 1.1119 2023/03/27 05:28:56 - mmengine - INFO - Epoch(train) [261][3200/5005] lr: 2.3550e-04 eta: 9:52:18 time: 0.1797 data_time: 0.0095 loss: 1.1882 2023/03/27 05:29:14 - mmengine - INFO - Epoch(train) [261][3300/5005] lr: 2.3550e-04 eta: 9:52:00 time: 0.1777 data_time: 0.0084 loss: 1.1064 2023/03/27 05:29:33 - mmengine - INFO - Epoch(train) [261][3400/5005] lr: 2.3550e-04 eta: 9:51:41 time: 0.1787 data_time: 0.0090 loss: 1.2001 2023/03/27 05:29:51 - mmengine - INFO - Epoch(train) [261][3500/5005] lr: 2.3550e-04 eta: 9:51:23 time: 0.1917 data_time: 0.0088 loss: 1.2263 2023/03/27 05:30:10 - mmengine - INFO - Epoch(train) [261][3600/5005] lr: 2.3550e-04 eta: 9:51:05 time: 0.1787 data_time: 0.0093 loss: 1.0577 2023/03/27 05:30:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:30:29 - mmengine - INFO - Epoch(train) [261][3700/5005] lr: 2.3550e-04 eta: 9:50:47 time: 0.1813 data_time: 0.0091 loss: 1.1184 2023/03/27 05:30:48 - mmengine - INFO - Epoch(train) [261][3800/5005] lr: 2.3550e-04 eta: 9:50:29 time: 0.1788 data_time: 0.0089 loss: 1.1627 2023/03/27 05:31:06 - mmengine - INFO - Epoch(train) [261][3900/5005] lr: 2.3550e-04 eta: 9:50:11 time: 0.1785 data_time: 0.0089 loss: 1.3619 2023/03/27 05:31:25 - mmengine - INFO - Epoch(train) [261][4000/5005] lr: 2.3550e-04 eta: 9:49:53 time: 0.1778 data_time: 0.0090 loss: 1.1740 2023/03/27 05:31:44 - mmengine - INFO - Epoch(train) [261][4100/5005] lr: 2.3550e-04 eta: 9:49:35 time: 0.1800 data_time: 0.0091 loss: 1.3928 2023/03/27 05:32:02 - mmengine - INFO - Epoch(train) [261][4200/5005] lr: 2.3550e-04 eta: 9:49:17 time: 0.1796 data_time: 0.0087 loss: 1.2138 2023/03/27 05:32:21 - mmengine - INFO - Epoch(train) [261][4300/5005] lr: 2.3550e-04 eta: 9:48:59 time: 0.1788 data_time: 0.0091 loss: 1.1570 2023/03/27 05:32:40 - mmengine - INFO - Epoch(train) [261][4400/5005] lr: 2.3550e-04 eta: 9:48:41 time: 0.1784 data_time: 0.0086 loss: 1.1032 2023/03/27 05:32:58 - mmengine - INFO - Epoch(train) [261][4500/5005] lr: 2.3550e-04 eta: 9:48:23 time: 0.1773 data_time: 0.0086 loss: 1.1713 2023/03/27 05:33:17 - mmengine - INFO - Epoch(train) [261][4600/5005] lr: 2.3550e-04 eta: 9:48:05 time: 0.1768 data_time: 0.0088 loss: 1.1322 2023/03/27 05:33:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:33:36 - mmengine - INFO - Epoch(train) [261][4700/5005] lr: 2.3550e-04 eta: 9:47:47 time: 0.1800 data_time: 0.0092 loss: 1.1434 2023/03/27 05:33:55 - mmengine - INFO - Epoch(train) [261][4800/5005] lr: 2.3550e-04 eta: 9:47:29 time: 0.1784 data_time: 0.0088 loss: 1.1993 2023/03/27 05:34:13 - mmengine - INFO - Epoch(train) [261][4900/5005] lr: 2.3550e-04 eta: 9:47:11 time: 0.1793 data_time: 0.0088 loss: 1.2242 2023/03/27 05:34:32 - mmengine - INFO - Epoch(train) [261][5000/5005] lr: 2.3550e-04 eta: 9:46:53 time: 0.1858 data_time: 0.0089 loss: 1.0756 2023/03/27 05:34:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:34:33 - mmengine - INFO - Saving checkpoint at 261 epochs 2023/03/27 05:34:42 - mmengine - INFO - Epoch(val) [261][100/196] eta: 0:00:07 time: 0.0656 data_time: 0.0286 2023/03/27 05:35:10 - mmengine - INFO - Epoch(val) [261][196/196] accuracy/top1: 71.6480 accuracy/top5: 90.1740data_time: 0.0671 time: 0.0993 2023/03/27 05:35:30 - mmengine - INFO - Epoch(train) [262][ 100/5005] lr: 2.3079e-04 eta: 9:46:34 time: 0.1834 data_time: 0.0087 loss: 1.2888 2023/03/27 05:35:48 - mmengine - INFO - Epoch(train) [262][ 200/5005] lr: 2.3079e-04 eta: 9:46:16 time: 0.1785 data_time: 0.0091 loss: 1.2012 2023/03/27 05:36:07 - mmengine - INFO - Epoch(train) [262][ 300/5005] lr: 2.3079e-04 eta: 9:45:58 time: 0.1778 data_time: 0.0090 loss: 1.2892 2023/03/27 05:36:26 - mmengine - INFO - Epoch(train) [262][ 400/5005] lr: 2.3079e-04 eta: 9:45:40 time: 0.1779 data_time: 0.0087 loss: 1.1892 2023/03/27 05:36:44 - mmengine - INFO - Epoch(train) [262][ 500/5005] lr: 2.3079e-04 eta: 9:45:22 time: 0.1792 data_time: 0.0088 loss: 1.2185 2023/03/27 05:37:03 - mmengine - INFO - Epoch(train) [262][ 600/5005] lr: 2.3079e-04 eta: 9:45:04 time: 0.1788 data_time: 0.0091 loss: 1.0987 2023/03/27 05:37:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:37:22 - mmengine - INFO - Epoch(train) [262][ 700/5005] lr: 2.3079e-04 eta: 9:44:46 time: 0.1780 data_time: 0.0089 loss: 1.1439 2023/03/27 05:37:40 - mmengine - INFO - Epoch(train) [262][ 800/5005] lr: 2.3079e-04 eta: 9:44:28 time: 0.2012 data_time: 0.0085 loss: 1.0758 2023/03/27 05:37:59 - mmengine - INFO - Epoch(train) [262][ 900/5005] lr: 2.3079e-04 eta: 9:44:10 time: 0.1796 data_time: 0.0090 loss: 1.2519 2023/03/27 05:38:17 - mmengine - INFO - Epoch(train) [262][1000/5005] lr: 2.3079e-04 eta: 9:43:52 time: 0.1797 data_time: 0.0087 loss: 1.2550 2023/03/27 05:38:36 - mmengine - INFO - Epoch(train) [262][1100/5005] lr: 2.3079e-04 eta: 9:43:34 time: 0.1789 data_time: 0.0089 loss: 1.2391 2023/03/27 05:38:55 - mmengine - INFO - Epoch(train) [262][1200/5005] lr: 2.3079e-04 eta: 9:43:16 time: 0.1796 data_time: 0.0089 loss: 1.2230 2023/03/27 05:39:14 - mmengine - INFO - Epoch(train) [262][1300/5005] lr: 2.3079e-04 eta: 9:42:58 time: 0.1785 data_time: 0.0090 loss: 1.1609 2023/03/27 05:39:33 - mmengine - INFO - Epoch(train) [262][1400/5005] lr: 2.3079e-04 eta: 9:42:40 time: 0.1794 data_time: 0.0091 loss: 1.0767 2023/03/27 05:39:51 - mmengine - INFO - Epoch(train) [262][1500/5005] lr: 2.3079e-04 eta: 9:42:22 time: 0.1778 data_time: 0.0089 loss: 1.1586 2023/03/27 05:40:10 - mmengine - INFO - Epoch(train) [262][1600/5005] lr: 2.3079e-04 eta: 9:42:04 time: 0.1793 data_time: 0.0089 loss: 1.1130 2023/03/27 05:40:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:40:29 - mmengine - INFO - Epoch(train) [262][1700/5005] lr: 2.3079e-04 eta: 9:41:46 time: 0.1884 data_time: 0.0089 loss: 1.0711 2023/03/27 05:40:47 - mmengine - INFO - Epoch(train) [262][1800/5005] lr: 2.3079e-04 eta: 9:41:27 time: 0.1786 data_time: 0.0089 loss: 1.2439 2023/03/27 05:41:06 - mmengine - INFO - Epoch(train) [262][1900/5005] lr: 2.3079e-04 eta: 9:41:09 time: 0.1780 data_time: 0.0087 loss: 1.0638 2023/03/27 05:41:24 - mmengine - INFO - Epoch(train) [262][2000/5005] lr: 2.3079e-04 eta: 9:40:51 time: 0.1787 data_time: 0.0089 loss: 1.1983 2023/03/27 05:41:43 - mmengine - INFO - Epoch(train) [262][2100/5005] lr: 2.3079e-04 eta: 9:40:33 time: 0.1785 data_time: 0.0086 loss: 1.1106 2023/03/27 05:42:02 - mmengine - INFO - Epoch(train) [262][2200/5005] lr: 2.3079e-04 eta: 9:40:15 time: 0.1808 data_time: 0.0092 loss: 1.3099 2023/03/27 05:42:20 - mmengine - INFO - Epoch(train) [262][2300/5005] lr: 2.3079e-04 eta: 9:39:57 time: 0.1791 data_time: 0.0095 loss: 1.1120 2023/03/27 05:42:39 - mmengine - INFO - Epoch(train) [262][2400/5005] lr: 2.3079e-04 eta: 9:39:39 time: 0.1784 data_time: 0.0090 loss: 1.2648 2023/03/27 05:42:58 - mmengine - INFO - Epoch(train) [262][2500/5005] lr: 2.3079e-04 eta: 9:39:21 time: 0.1788 data_time: 0.0091 loss: 1.1360 2023/03/27 05:43:16 - mmengine - INFO - Epoch(train) [262][2600/5005] lr: 2.3079e-04 eta: 9:39:03 time: 0.1791 data_time: 0.0089 loss: 1.1384 2023/03/27 05:43:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:43:35 - mmengine - INFO - Epoch(train) [262][2700/5005] lr: 2.3079e-04 eta: 9:38:45 time: 0.1780 data_time: 0.0090 loss: 1.2090 2023/03/27 05:43:54 - mmengine - INFO - Epoch(train) [262][2800/5005] lr: 2.3079e-04 eta: 9:38:27 time: 0.1795 data_time: 0.0087 loss: 1.0847 2023/03/27 05:44:12 - mmengine - INFO - Epoch(train) [262][2900/5005] lr: 2.3079e-04 eta: 9:38:09 time: 0.1789 data_time: 0.0090 loss: 1.2605 2023/03/27 05:44:31 - mmengine - INFO - Epoch(train) [262][3000/5005] lr: 2.3079e-04 eta: 9:37:51 time: 0.1787 data_time: 0.0088 loss: 1.1336 2023/03/27 05:44:50 - mmengine - INFO - Epoch(train) [262][3100/5005] lr: 2.3079e-04 eta: 9:37:33 time: 0.1794 data_time: 0.0091 loss: 1.2196 2023/03/27 05:45:09 - mmengine - INFO - Epoch(train) [262][3200/5005] lr: 2.3079e-04 eta: 9:37:15 time: 0.1777 data_time: 0.0090 loss: 1.2292 2023/03/27 05:45:27 - mmengine - INFO - Epoch(train) [262][3300/5005] lr: 2.3079e-04 eta: 9:36:57 time: 0.1791 data_time: 0.0090 loss: 1.1362 2023/03/27 05:45:46 - mmengine - INFO - Epoch(train) [262][3400/5005] lr: 2.3079e-04 eta: 9:36:39 time: 0.1787 data_time: 0.0088 loss: 1.1416 2023/03/27 05:46:04 - mmengine - INFO - Epoch(train) [262][3500/5005] lr: 2.3079e-04 eta: 9:36:21 time: 0.1787 data_time: 0.0088 loss: 1.1515 2023/03/27 05:46:23 - mmengine - INFO - Epoch(train) [262][3600/5005] lr: 2.3079e-04 eta: 9:36:03 time: 0.1986 data_time: 0.0090 loss: 1.0714 2023/03/27 05:46:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:46:42 - mmengine - INFO - Epoch(train) [262][3700/5005] lr: 2.3079e-04 eta: 9:35:45 time: 0.1793 data_time: 0.0090 loss: 1.1002 2023/03/27 05:47:01 - mmengine - INFO - Epoch(train) [262][3800/5005] lr: 2.3079e-04 eta: 9:35:27 time: 0.1797 data_time: 0.0090 loss: 1.0096 2023/03/27 05:47:20 - mmengine - INFO - Epoch(train) [262][3900/5005] lr: 2.3079e-04 eta: 9:35:09 time: 0.1779 data_time: 0.0092 loss: 1.2208 2023/03/27 05:47:38 - mmengine - INFO - Epoch(train) [262][4000/5005] lr: 2.3079e-04 eta: 9:34:51 time: 0.1786 data_time: 0.0089 loss: 1.1679 2023/03/27 05:47:57 - mmengine - INFO - Epoch(train) [262][4100/5005] lr: 2.3079e-04 eta: 9:34:33 time: 0.1786 data_time: 0.0089 loss: 1.1024 2023/03/27 05:48:15 - mmengine - INFO - Epoch(train) [262][4200/5005] lr: 2.3079e-04 eta: 9:34:15 time: 0.1778 data_time: 0.0090 loss: 1.1406 2023/03/27 05:48:34 - mmengine - INFO - Epoch(train) [262][4300/5005] lr: 2.3079e-04 eta: 9:33:56 time: 0.1784 data_time: 0.0091 loss: 1.2548 2023/03/27 05:48:53 - mmengine - INFO - Epoch(train) [262][4400/5005] lr: 2.3079e-04 eta: 9:33:38 time: 0.1975 data_time: 0.0086 loss: 1.1786 2023/03/27 05:49:11 - mmengine - INFO - Epoch(train) [262][4500/5005] lr: 2.3079e-04 eta: 9:33:20 time: 0.1781 data_time: 0.0091 loss: 1.2701 2023/03/27 05:49:30 - mmengine - INFO - Epoch(train) [262][4600/5005] lr: 2.3079e-04 eta: 9:33:02 time: 0.1775 data_time: 0.0089 loss: 1.1488 2023/03/27 05:49:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:49:49 - mmengine - INFO - Epoch(train) [262][4700/5005] lr: 2.3079e-04 eta: 9:32:44 time: 0.1776 data_time: 0.0090 loss: 1.1290 2023/03/27 05:50:07 - mmengine - INFO - Epoch(train) [262][4800/5005] lr: 2.3079e-04 eta: 9:32:26 time: 0.1784 data_time: 0.0089 loss: 1.1766 2023/03/27 05:50:26 - mmengine - INFO - Epoch(train) [262][4900/5005] lr: 2.3079e-04 eta: 9:32:08 time: 0.1790 data_time: 0.0095 loss: 1.2256 2023/03/27 05:50:44 - mmengine - INFO - Epoch(train) [262][5000/5005] lr: 2.3079e-04 eta: 9:31:50 time: 0.1747 data_time: 0.0090 loss: 1.0289 2023/03/27 05:50:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:50:46 - mmengine - INFO - Saving checkpoint at 262 epochs 2023/03/27 05:50:54 - mmengine - INFO - Epoch(val) [262][100/196] eta: 0:00:07 time: 0.0647 data_time: 0.0268 2023/03/27 05:51:24 - mmengine - INFO - Epoch(val) [262][196/196] accuracy/top1: 71.5140 accuracy/top5: 90.2060data_time: 0.0711 time: 0.1035 2023/03/27 05:51:43 - mmengine - INFO - Epoch(train) [263][ 100/5005] lr: 2.2617e-04 eta: 9:31:31 time: 0.1791 data_time: 0.0090 loss: 1.0472 2023/03/27 05:52:02 - mmengine - INFO - Epoch(train) [263][ 200/5005] lr: 2.2617e-04 eta: 9:31:13 time: 0.2017 data_time: 0.0093 loss: 1.2382 2023/03/27 05:52:21 - mmengine - INFO - Epoch(train) [263][ 300/5005] lr: 2.2617e-04 eta: 9:30:55 time: 0.1784 data_time: 0.0093 loss: 1.2439 2023/03/27 05:52:40 - mmengine - INFO - Epoch(train) [263][ 400/5005] lr: 2.2617e-04 eta: 9:30:37 time: 0.1786 data_time: 0.0092 loss: 1.1538 2023/03/27 05:52:58 - mmengine - INFO - Epoch(train) [263][ 500/5005] lr: 2.2617e-04 eta: 9:30:19 time: 0.1774 data_time: 0.0087 loss: 1.2126 2023/03/27 05:53:17 - mmengine - INFO - Epoch(train) [263][ 600/5005] lr: 2.2617e-04 eta: 9:30:01 time: 0.1786 data_time: 0.0094 loss: 1.1626 2023/03/27 05:53:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:53:35 - mmengine - INFO - Epoch(train) [263][ 700/5005] lr: 2.2617e-04 eta: 9:29:43 time: 0.1777 data_time: 0.0091 loss: 1.1551 2023/03/27 05:53:54 - mmengine - INFO - Epoch(train) [263][ 800/5005] lr: 2.2617e-04 eta: 9:29:25 time: 0.2033 data_time: 0.0092 loss: 1.0955 2023/03/27 05:54:13 - mmengine - INFO - Epoch(train) [263][ 900/5005] lr: 2.2617e-04 eta: 9:29:07 time: 0.1776 data_time: 0.0088 loss: 1.1341 2023/03/27 05:54:31 - mmengine - INFO - Epoch(train) [263][1000/5005] lr: 2.2617e-04 eta: 9:28:49 time: 0.1785 data_time: 0.0092 loss: 1.2766 2023/03/27 05:54:50 - mmengine - INFO - Epoch(train) [263][1100/5005] lr: 2.2617e-04 eta: 9:28:31 time: 0.2066 data_time: 0.0091 loss: 1.3859 2023/03/27 05:55:09 - mmengine - INFO - Epoch(train) [263][1200/5005] lr: 2.2617e-04 eta: 9:28:13 time: 0.1785 data_time: 0.0092 loss: 1.0579 2023/03/27 05:55:28 - mmengine - INFO - Epoch(train) [263][1300/5005] lr: 2.2617e-04 eta: 9:27:55 time: 0.1787 data_time: 0.0096 loss: 1.0995 2023/03/27 05:55:47 - mmengine - INFO - Epoch(train) [263][1400/5005] lr: 2.2617e-04 eta: 9:27:37 time: 0.1780 data_time: 0.0088 loss: 1.0815 2023/03/27 05:56:05 - mmengine - INFO - Epoch(train) [263][1500/5005] lr: 2.2617e-04 eta: 9:27:19 time: 0.1789 data_time: 0.0092 loss: 1.2050 2023/03/27 05:56:24 - mmengine - INFO - Epoch(train) [263][1600/5005] lr: 2.2617e-04 eta: 9:27:01 time: 0.1791 data_time: 0.0091 loss: 1.1303 2023/03/27 05:56:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:56:42 - mmengine - INFO - Epoch(train) [263][1700/5005] lr: 2.2617e-04 eta: 9:26:43 time: 0.1780 data_time: 0.0093 loss: 1.2763 2023/03/27 05:57:01 - mmengine - INFO - Epoch(train) [263][1800/5005] lr: 2.2617e-04 eta: 9:26:25 time: 0.1784 data_time: 0.0091 loss: 1.1617 2023/03/27 05:57:20 - mmengine - INFO - Epoch(train) [263][1900/5005] lr: 2.2617e-04 eta: 9:26:07 time: 0.1786 data_time: 0.0090 loss: 1.3033 2023/03/27 05:57:39 - mmengine - INFO - Epoch(train) [263][2000/5005] lr: 2.2617e-04 eta: 9:25:49 time: 0.1801 data_time: 0.0093 loss: 1.2246 2023/03/27 05:57:57 - mmengine - INFO - Epoch(train) [263][2100/5005] lr: 2.2617e-04 eta: 9:25:31 time: 0.1797 data_time: 0.0091 loss: 1.2455 2023/03/27 05:58:16 - mmengine - INFO - Epoch(train) [263][2200/5005] lr: 2.2617e-04 eta: 9:25:13 time: 0.1792 data_time: 0.0091 loss: 1.2973 2023/03/27 05:58:35 - mmengine - INFO - Epoch(train) [263][2300/5005] lr: 2.2617e-04 eta: 9:24:55 time: 0.1776 data_time: 0.0091 loss: 1.2947 2023/03/27 05:58:53 - mmengine - INFO - Epoch(train) [263][2400/5005] lr: 2.2617e-04 eta: 9:24:37 time: 0.1790 data_time: 0.0093 loss: 1.0964 2023/03/27 05:59:12 - mmengine - INFO - Epoch(train) [263][2500/5005] lr: 2.2617e-04 eta: 9:24:18 time: 0.1905 data_time: 0.0092 loss: 1.2891 2023/03/27 05:59:31 - mmengine - INFO - Epoch(train) [263][2600/5005] lr: 2.2617e-04 eta: 9:24:00 time: 0.1789 data_time: 0.0092 loss: 0.9729 2023/03/27 05:59:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 05:59:49 - mmengine - INFO - Epoch(train) [263][2700/5005] lr: 2.2617e-04 eta: 9:23:42 time: 0.1790 data_time: 0.0093 loss: 1.3468 2023/03/27 06:00:08 - mmengine - INFO - Epoch(train) [263][2800/5005] lr: 2.2617e-04 eta: 9:23:24 time: 0.1836 data_time: 0.0090 loss: 1.0683 2023/03/27 06:00:27 - mmengine - INFO - Epoch(train) [263][2900/5005] lr: 2.2617e-04 eta: 9:23:06 time: 0.1783 data_time: 0.0088 loss: 1.3887 2023/03/27 06:00:46 - mmengine - INFO - Epoch(train) [263][3000/5005] lr: 2.2617e-04 eta: 9:22:48 time: 0.1777 data_time: 0.0090 loss: 1.0352 2023/03/27 06:01:04 - mmengine - INFO - Epoch(train) [263][3100/5005] lr: 2.2617e-04 eta: 9:22:30 time: 0.1786 data_time: 0.0095 loss: 1.0219 2023/03/27 06:01:23 - mmengine - INFO - Epoch(train) [263][3200/5005] lr: 2.2617e-04 eta: 9:22:12 time: 0.1782 data_time: 0.0091 loss: 1.0256 2023/03/27 06:01:42 - mmengine - INFO - Epoch(train) [263][3300/5005] lr: 2.2617e-04 eta: 9:21:54 time: 0.1792 data_time: 0.0093 loss: 1.1321 2023/03/27 06:02:00 - mmengine - INFO - Epoch(train) [263][3400/5005] lr: 2.2617e-04 eta: 9:21:36 time: 0.1781 data_time: 0.0090 loss: 1.4891 2023/03/27 06:02:19 - mmengine - INFO - Epoch(train) [263][3500/5005] lr: 2.2617e-04 eta: 9:21:18 time: 0.1764 data_time: 0.0094 loss: 1.0600 2023/03/27 06:02:38 - mmengine - INFO - Epoch(train) [263][3600/5005] lr: 2.2617e-04 eta: 9:21:00 time: 0.1803 data_time: 0.0090 loss: 1.2035 2023/03/27 06:02:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:02:56 - mmengine - INFO - Epoch(train) [263][3700/5005] lr: 2.2617e-04 eta: 9:20:42 time: 0.1804 data_time: 0.0093 loss: 1.1739 2023/03/27 06:03:15 - mmengine - INFO - Epoch(train) [263][3800/5005] lr: 2.2617e-04 eta: 9:20:24 time: 0.1783 data_time: 0.0095 loss: 1.0933 2023/03/27 06:03:34 - mmengine - INFO - Epoch(train) [263][3900/5005] lr: 2.2617e-04 eta: 9:20:06 time: 0.1791 data_time: 0.0093 loss: 1.2702 2023/03/27 06:03:53 - mmengine - INFO - Epoch(train) [263][4000/5005] lr: 2.2617e-04 eta: 9:19:48 time: 0.1770 data_time: 0.0091 loss: 1.3128 2023/03/27 06:04:11 - mmengine - INFO - Epoch(train) [263][4100/5005] lr: 2.2617e-04 eta: 9:19:30 time: 0.2007 data_time: 0.0093 loss: 1.2030 2023/03/27 06:04:30 - mmengine - INFO - Epoch(train) [263][4200/5005] lr: 2.2617e-04 eta: 9:19:12 time: 0.1778 data_time: 0.0089 loss: 1.2930 2023/03/27 06:04:49 - mmengine - INFO - Epoch(train) [263][4300/5005] lr: 2.2617e-04 eta: 9:18:54 time: 0.1789 data_time: 0.0091 loss: 1.1984 2023/03/27 06:05:07 - mmengine - INFO - Epoch(train) [263][4400/5005] lr: 2.2617e-04 eta: 9:18:36 time: 0.1779 data_time: 0.0090 loss: 1.1638 2023/03/27 06:05:26 - mmengine - INFO - Epoch(train) [263][4500/5005] lr: 2.2617e-04 eta: 9:18:18 time: 0.1785 data_time: 0.0090 loss: 1.1504 2023/03/27 06:05:45 - mmengine - INFO - Epoch(train) [263][4600/5005] lr: 2.2617e-04 eta: 9:18:00 time: 0.1788 data_time: 0.0092 loss: 1.2033 2023/03/27 06:06:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:06:04 - mmengine - INFO - Epoch(train) [263][4700/5005] lr: 2.2617e-04 eta: 9:17:42 time: 0.1792 data_time: 0.0091 loss: 1.0865 2023/03/27 06:06:22 - mmengine - INFO - Epoch(train) [263][4800/5005] lr: 2.2617e-04 eta: 9:17:24 time: 0.1781 data_time: 0.0089 loss: 0.9890 2023/03/27 06:06:41 - mmengine - INFO - Epoch(train) [263][4900/5005] lr: 2.2617e-04 eta: 9:17:06 time: 0.2017 data_time: 0.0090 loss: 1.1157 2023/03/27 06:07:00 - mmengine - INFO - Epoch(train) [263][5000/5005] lr: 2.2617e-04 eta: 9:16:48 time: 0.1774 data_time: 0.0091 loss: 1.1436 2023/03/27 06:07:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:07:01 - mmengine - INFO - Saving checkpoint at 263 epochs 2023/03/27 06:07:09 - mmengine - INFO - Epoch(val) [263][100/196] eta: 0:00:07 time: 0.0645 data_time: 0.0268 2023/03/27 06:07:38 - mmengine - INFO - Epoch(val) [263][196/196] accuracy/top1: 71.5560 accuracy/top5: 90.2200data_time: 0.0701 time: 0.1038 2023/03/27 06:07:58 - mmengine - INFO - Epoch(train) [264][ 100/5005] lr: 2.2165e-04 eta: 9:16:29 time: 0.1785 data_time: 0.0094 loss: 1.1863 2023/03/27 06:08:17 - mmengine - INFO - Epoch(train) [264][ 200/5005] lr: 2.2165e-04 eta: 9:16:11 time: 0.1782 data_time: 0.0090 loss: 1.3207 2023/03/27 06:08:35 - mmengine - INFO - Epoch(train) [264][ 300/5005] lr: 2.2165e-04 eta: 9:15:53 time: 0.1810 data_time: 0.0089 loss: 1.2971 2023/03/27 06:08:54 - mmengine - INFO - Epoch(train) [264][ 400/5005] lr: 2.2165e-04 eta: 9:15:35 time: 0.1781 data_time: 0.0092 loss: 1.2102 2023/03/27 06:09:13 - mmengine - INFO - Epoch(train) [264][ 500/5005] lr: 2.2165e-04 eta: 9:15:17 time: 0.2040 data_time: 0.0089 loss: 1.1170 2023/03/27 06:09:31 - mmengine - INFO - Epoch(train) [264][ 600/5005] lr: 2.2165e-04 eta: 9:14:59 time: 0.1780 data_time: 0.0090 loss: 1.0925 2023/03/27 06:09:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:09:50 - mmengine - INFO - Epoch(train) [264][ 700/5005] lr: 2.2165e-04 eta: 9:14:41 time: 0.1790 data_time: 0.0087 loss: 1.2324 2023/03/27 06:10:09 - mmengine - INFO - Epoch(train) [264][ 800/5005] lr: 2.2165e-04 eta: 9:14:23 time: 0.1792 data_time: 0.0089 loss: 1.0554 2023/03/27 06:10:28 - mmengine - INFO - Epoch(train) [264][ 900/5005] lr: 2.2165e-04 eta: 9:14:05 time: 0.1793 data_time: 0.0091 loss: 1.1294 2023/03/27 06:10:46 - mmengine - INFO - Epoch(train) [264][1000/5005] lr: 2.2165e-04 eta: 9:13:46 time: 0.1787 data_time: 0.0091 loss: 1.2253 2023/03/27 06:11:05 - mmengine - INFO - Epoch(train) [264][1100/5005] lr: 2.2165e-04 eta: 9:13:28 time: 0.1797 data_time: 0.0089 loss: 1.1570 2023/03/27 06:11:24 - mmengine - INFO - Epoch(train) [264][1200/5005] lr: 2.2165e-04 eta: 9:13:10 time: 0.2014 data_time: 0.0091 loss: 1.1102 2023/03/27 06:11:42 - mmengine - INFO - Epoch(train) [264][1300/5005] lr: 2.2165e-04 eta: 9:12:52 time: 0.1783 data_time: 0.0089 loss: 1.2813 2023/03/27 06:12:01 - mmengine - INFO - Epoch(train) [264][1400/5005] lr: 2.2165e-04 eta: 9:12:34 time: 0.2005 data_time: 0.0088 loss: 1.1196 2023/03/27 06:12:20 - mmengine - INFO - Epoch(train) [264][1500/5005] lr: 2.2165e-04 eta: 9:12:16 time: 0.1790 data_time: 0.0092 loss: 1.2241 2023/03/27 06:12:39 - mmengine - INFO - Epoch(train) [264][1600/5005] lr: 2.2165e-04 eta: 9:11:58 time: 0.1989 data_time: 0.0086 loss: 1.0877 2023/03/27 06:12:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:12:57 - mmengine - INFO - Epoch(train) [264][1700/5005] lr: 2.2165e-04 eta: 9:11:40 time: 0.1792 data_time: 0.0090 loss: 1.2951 2023/03/27 06:13:16 - mmengine - INFO - Epoch(train) [264][1800/5005] lr: 2.2165e-04 eta: 9:11:22 time: 0.1773 data_time: 0.0087 loss: 1.1747 2023/03/27 06:13:35 - mmengine - INFO - Epoch(train) [264][1900/5005] lr: 2.2165e-04 eta: 9:11:04 time: 0.1789 data_time: 0.0092 loss: 1.1982 2023/03/27 06:13:53 - mmengine - INFO - Epoch(train) [264][2000/5005] lr: 2.2165e-04 eta: 9:10:46 time: 0.1791 data_time: 0.0092 loss: 1.2151 2023/03/27 06:14:12 - mmengine - INFO - Epoch(train) [264][2100/5005] lr: 2.2165e-04 eta: 9:10:28 time: 0.1796 data_time: 0.0095 loss: 1.0398 2023/03/27 06:14:31 - mmengine - INFO - Epoch(train) [264][2200/5005] lr: 2.2165e-04 eta: 9:10:10 time: 0.1785 data_time: 0.0092 loss: 1.1251 2023/03/27 06:14:50 - mmengine - INFO - Epoch(train) [264][2300/5005] lr: 2.2165e-04 eta: 9:09:52 time: 0.1796 data_time: 0.0090 loss: 1.1260 2023/03/27 06:15:08 - mmengine - INFO - Epoch(train) [264][2400/5005] lr: 2.2165e-04 eta: 9:09:34 time: 0.1781 data_time: 0.0088 loss: 1.2943 2023/03/27 06:15:27 - mmengine - INFO - Epoch(train) [264][2500/5005] lr: 2.2165e-04 eta: 9:09:16 time: 0.1787 data_time: 0.0091 loss: 1.0046 2023/03/27 06:15:46 - mmengine - INFO - Epoch(train) [264][2600/5005] lr: 2.2165e-04 eta: 9:08:58 time: 0.1791 data_time: 0.0087 loss: 1.1915 2023/03/27 06:16:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:16:04 - mmengine - INFO - Epoch(train) [264][2700/5005] lr: 2.2165e-04 eta: 9:08:40 time: 0.1786 data_time: 0.0094 loss: 1.1597 2023/03/27 06:16:23 - mmengine - INFO - Epoch(train) [264][2800/5005] lr: 2.2165e-04 eta: 9:08:22 time: 0.1804 data_time: 0.0097 loss: 1.2914 2023/03/27 06:16:42 - mmengine - INFO - Epoch(train) [264][2900/5005] lr: 2.2165e-04 eta: 9:08:04 time: 0.1778 data_time: 0.0090 loss: 1.0018 2023/03/27 06:17:01 - mmengine - INFO - Epoch(train) [264][3000/5005] lr: 2.2165e-04 eta: 9:07:46 time: 0.2033 data_time: 0.0086 loss: 1.1995 2023/03/27 06:17:19 - mmengine - INFO - Epoch(train) [264][3100/5005] lr: 2.2165e-04 eta: 9:07:28 time: 0.1786 data_time: 0.0088 loss: 1.4124 2023/03/27 06:17:38 - mmengine - INFO - Epoch(train) [264][3200/5005] lr: 2.2165e-04 eta: 9:07:10 time: 0.1796 data_time: 0.0088 loss: 1.0705 2023/03/27 06:17:57 - mmengine - INFO - Epoch(train) [264][3300/5005] lr: 2.2165e-04 eta: 9:06:52 time: 0.1780 data_time: 0.0088 loss: 1.2767 2023/03/27 06:18:16 - mmengine - INFO - Epoch(train) [264][3400/5005] lr: 2.2165e-04 eta: 9:06:34 time: 0.1780 data_time: 0.0091 loss: 1.2273 2023/03/27 06:18:34 - mmengine - INFO - Epoch(train) [264][3500/5005] lr: 2.2165e-04 eta: 9:06:16 time: 0.1790 data_time: 0.0087 loss: 0.9761 2023/03/27 06:18:53 - mmengine - INFO - Epoch(train) [264][3600/5005] lr: 2.2165e-04 eta: 9:05:58 time: 0.1788 data_time: 0.0091 loss: 1.1024 2023/03/27 06:19:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:19:12 - mmengine - INFO - Epoch(train) [264][3700/5005] lr: 2.2165e-04 eta: 9:05:40 time: 0.1791 data_time: 0.0090 loss: 1.0459 2023/03/27 06:19:30 - mmengine - INFO - Epoch(train) [264][3800/5005] lr: 2.2165e-04 eta: 9:05:22 time: 0.1814 data_time: 0.0094 loss: 1.0024 2023/03/27 06:19:49 - mmengine - INFO - Epoch(train) [264][3900/5005] lr: 2.2165e-04 eta: 9:05:03 time: 0.1994 data_time: 0.0090 loss: 0.9919 2023/03/27 06:20:08 - mmengine - INFO - Epoch(train) [264][4000/5005] lr: 2.2165e-04 eta: 9:04:45 time: 0.1795 data_time: 0.0091 loss: 1.0842 2023/03/27 06:20:27 - mmengine - INFO - Epoch(train) [264][4100/5005] lr: 2.2165e-04 eta: 9:04:27 time: 0.1790 data_time: 0.0089 loss: 1.2417 2023/03/27 06:20:46 - mmengine - INFO - Epoch(train) [264][4200/5005] lr: 2.2165e-04 eta: 9:04:09 time: 0.2016 data_time: 0.0091 loss: 0.9279 2023/03/27 06:21:04 - mmengine - INFO - Epoch(train) [264][4300/5005] lr: 2.2165e-04 eta: 9:03:51 time: 0.1908 data_time: 0.0089 loss: 1.4102 2023/03/27 06:21:23 - mmengine - INFO - Epoch(train) [264][4400/5005] lr: 2.2165e-04 eta: 9:03:33 time: 0.1787 data_time: 0.0092 loss: 1.2013 2023/03/27 06:21:41 - mmengine - INFO - Epoch(train) [264][4500/5005] lr: 2.2165e-04 eta: 9:03:15 time: 0.1801 data_time: 0.0093 loss: 1.2443 2023/03/27 06:22:00 - mmengine - INFO - Epoch(train) [264][4600/5005] lr: 2.2165e-04 eta: 9:02:57 time: 0.1794 data_time: 0.0093 loss: 1.0324 2023/03/27 06:22:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:22:19 - mmengine - INFO - Epoch(train) [264][4700/5005] lr: 2.2165e-04 eta: 9:02:39 time: 0.1783 data_time: 0.0090 loss: 1.3522 2023/03/27 06:22:38 - mmengine - INFO - Epoch(train) [264][4800/5005] lr: 2.2165e-04 eta: 9:02:21 time: 0.1800 data_time: 0.0095 loss: 1.0379 2023/03/27 06:22:57 - mmengine - INFO - Epoch(train) [264][4900/5005] lr: 2.2165e-04 eta: 9:02:03 time: 0.1786 data_time: 0.0089 loss: 1.1861 2023/03/27 06:23:15 - mmengine - INFO - Epoch(train) [264][5000/5005] lr: 2.2165e-04 eta: 9:01:45 time: 0.1939 data_time: 0.0088 loss: 1.1841 2023/03/27 06:23:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:23:17 - mmengine - INFO - Saving checkpoint at 264 epochs 2023/03/27 06:23:25 - mmengine - INFO - Epoch(val) [264][100/196] eta: 0:00:07 time: 0.0678 data_time: 0.0304 2023/03/27 06:23:55 - mmengine - INFO - Epoch(val) [264][196/196] accuracy/top1: 71.6280 accuracy/top5: 90.2800data_time: 0.0647 time: 0.0982 2023/03/27 06:24:15 - mmengine - INFO - Epoch(train) [265][ 100/5005] lr: 2.1722e-04 eta: 9:01:26 time: 0.1780 data_time: 0.0087 loss: 1.0535 2023/03/27 06:24:33 - mmengine - INFO - Epoch(train) [265][ 200/5005] lr: 2.1722e-04 eta: 9:01:08 time: 0.1810 data_time: 0.0085 loss: 1.0846 2023/03/27 06:24:52 - mmengine - INFO - Epoch(train) [265][ 300/5005] lr: 2.1722e-04 eta: 9:00:50 time: 0.1782 data_time: 0.0090 loss: 1.2562 2023/03/27 06:25:10 - mmengine - INFO - Epoch(train) [265][ 400/5005] lr: 2.1722e-04 eta: 9:00:32 time: 0.1778 data_time: 0.0089 loss: 1.1908 2023/03/27 06:25:29 - mmengine - INFO - Epoch(train) [265][ 500/5005] lr: 2.1722e-04 eta: 9:00:14 time: 0.1786 data_time: 0.0092 loss: 1.3437 2023/03/27 06:25:47 - mmengine - INFO - Epoch(train) [265][ 600/5005] lr: 2.1722e-04 eta: 8:59:56 time: 0.1789 data_time: 0.0090 loss: 1.1431 2023/03/27 06:26:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:26:06 - mmengine - INFO - Epoch(train) [265][ 700/5005] lr: 2.1722e-04 eta: 8:59:38 time: 0.1783 data_time: 0.0087 loss: 1.1057 2023/03/27 06:26:25 - mmengine - INFO - Epoch(train) [265][ 800/5005] lr: 2.1722e-04 eta: 8:59:20 time: 0.2003 data_time: 0.0088 loss: 0.9970 2023/03/27 06:26:44 - mmengine - INFO - Epoch(train) [265][ 900/5005] lr: 2.1722e-04 eta: 8:59:02 time: 0.1797 data_time: 0.0085 loss: 1.2097 2023/03/27 06:27:03 - mmengine - INFO - Epoch(train) [265][1000/5005] lr: 2.1722e-04 eta: 8:58:44 time: 0.1788 data_time: 0.0087 loss: 1.1900 2023/03/27 06:27:21 - mmengine - INFO - Epoch(train) [265][1100/5005] lr: 2.1722e-04 eta: 8:58:26 time: 0.1791 data_time: 0.0092 loss: 1.2606 2023/03/27 06:27:40 - mmengine - INFO - Epoch(train) [265][1200/5005] lr: 2.1722e-04 eta: 8:58:08 time: 0.1788 data_time: 0.0089 loss: 1.0027 2023/03/27 06:27:58 - mmengine - INFO - Epoch(train) [265][1300/5005] lr: 2.1722e-04 eta: 8:57:50 time: 0.1793 data_time: 0.0089 loss: 1.1972 2023/03/27 06:28:17 - mmengine - INFO - Epoch(train) [265][1400/5005] lr: 2.1722e-04 eta: 8:57:32 time: 0.1792 data_time: 0.0092 loss: 1.0995 2023/03/27 06:28:36 - mmengine - INFO - Epoch(train) [265][1500/5005] lr: 2.1722e-04 eta: 8:57:14 time: 0.1803 data_time: 0.0090 loss: 1.1330 2023/03/27 06:28:55 - mmengine - INFO - Epoch(train) [265][1600/5005] lr: 2.1722e-04 eta: 8:56:56 time: 0.1786 data_time: 0.0089 loss: 1.1591 2023/03/27 06:29:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:29:13 - mmengine - INFO - Epoch(train) [265][1700/5005] lr: 2.1722e-04 eta: 8:56:38 time: 0.1788 data_time: 0.0088 loss: 1.1950 2023/03/27 06:29:32 - mmengine - INFO - Epoch(train) [265][1800/5005] lr: 2.1722e-04 eta: 8:56:20 time: 0.1808 data_time: 0.0087 loss: 1.0368 2023/03/27 06:29:51 - mmengine - INFO - Epoch(train) [265][1900/5005] lr: 2.1722e-04 eta: 8:56:02 time: 0.1792 data_time: 0.0090 loss: 1.0394 2023/03/27 06:30:09 - mmengine - INFO - Epoch(train) [265][2000/5005] lr: 2.1722e-04 eta: 8:55:44 time: 0.1783 data_time: 0.0089 loss: 1.3550 2023/03/27 06:30:28 - mmengine - INFO - Epoch(train) [265][2100/5005] lr: 2.1722e-04 eta: 8:55:26 time: 0.1984 data_time: 0.0088 loss: 1.2130 2023/03/27 06:30:47 - mmengine - INFO - Epoch(train) [265][2200/5005] lr: 2.1722e-04 eta: 8:55:08 time: 0.1794 data_time: 0.0091 loss: 1.2302 2023/03/27 06:31:05 - mmengine - INFO - Epoch(train) [265][2300/5005] lr: 2.1722e-04 eta: 8:54:50 time: 0.1782 data_time: 0.0089 loss: 1.1857 2023/03/27 06:31:24 - mmengine - INFO - Epoch(train) [265][2400/5005] lr: 2.1722e-04 eta: 8:54:32 time: 0.1769 data_time: 0.0086 loss: 1.0076 2023/03/27 06:31:43 - mmengine - INFO - Epoch(train) [265][2500/5005] lr: 2.1722e-04 eta: 8:54:14 time: 0.1793 data_time: 0.0099 loss: 1.2714 2023/03/27 06:32:01 - mmengine - INFO - Epoch(train) [265][2600/5005] lr: 2.1722e-04 eta: 8:53:55 time: 0.1786 data_time: 0.0087 loss: 1.2355 2023/03/27 06:32:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:32:20 - mmengine - INFO - Epoch(train) [265][2700/5005] lr: 2.1722e-04 eta: 8:53:37 time: 0.1802 data_time: 0.0091 loss: 1.0860 2023/03/27 06:32:39 - mmengine - INFO - Epoch(train) [265][2800/5005] lr: 2.1722e-04 eta: 8:53:19 time: 0.1785 data_time: 0.0088 loss: 1.0085 2023/03/27 06:32:58 - mmengine - INFO - Epoch(train) [265][2900/5005] lr: 2.1722e-04 eta: 8:53:01 time: 0.1783 data_time: 0.0089 loss: 1.0336 2023/03/27 06:33:16 - mmengine - INFO - Epoch(train) [265][3000/5005] lr: 2.1722e-04 eta: 8:52:43 time: 0.1792 data_time: 0.0090 loss: 1.1698 2023/03/27 06:33:35 - mmengine - INFO - Epoch(train) [265][3100/5005] lr: 2.1722e-04 eta: 8:52:25 time: 0.2027 data_time: 0.0087 loss: 1.2170 2023/03/27 06:33:54 - mmengine - INFO - Epoch(train) [265][3200/5005] lr: 2.1722e-04 eta: 8:52:07 time: 0.1781 data_time: 0.0091 loss: 1.0177 2023/03/27 06:34:12 - mmengine - INFO - Epoch(train) [265][3300/5005] lr: 2.1722e-04 eta: 8:51:49 time: 0.1789 data_time: 0.0089 loss: 1.2328 2023/03/27 06:34:31 - mmengine - INFO - Epoch(train) [265][3400/5005] lr: 2.1722e-04 eta: 8:51:31 time: 0.1804 data_time: 0.0092 loss: 1.2958 2023/03/27 06:34:49 - mmengine - INFO - Epoch(train) [265][3500/5005] lr: 2.1722e-04 eta: 8:51:13 time: 0.1795 data_time: 0.0090 loss: 1.1114 2023/03/27 06:35:08 - mmengine - INFO - Epoch(train) [265][3600/5005] lr: 2.1722e-04 eta: 8:50:55 time: 0.1952 data_time: 0.0086 loss: 1.2138 2023/03/27 06:35:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:35:27 - mmengine - INFO - Epoch(train) [265][3700/5005] lr: 2.1722e-04 eta: 8:50:37 time: 0.2007 data_time: 0.0090 loss: 1.2307 2023/03/27 06:35:46 - mmengine - INFO - Epoch(train) [265][3800/5005] lr: 2.1722e-04 eta: 8:50:19 time: 0.1782 data_time: 0.0090 loss: 1.0266 2023/03/27 06:36:05 - mmengine - INFO - Epoch(train) [265][3900/5005] lr: 2.1722e-04 eta: 8:50:01 time: 0.1996 data_time: 0.0089 loss: 1.0816 2023/03/27 06:36:23 - mmengine - INFO - Epoch(train) [265][4000/5005] lr: 2.1722e-04 eta: 8:49:43 time: 0.1783 data_time: 0.0085 loss: 1.1250 2023/03/27 06:36:42 - mmengine - INFO - Epoch(train) [265][4100/5005] lr: 2.1722e-04 eta: 8:49:25 time: 0.1786 data_time: 0.0091 loss: 1.1644 2023/03/27 06:37:01 - mmengine - INFO - Epoch(train) [265][4200/5005] lr: 2.1722e-04 eta: 8:49:07 time: 0.1798 data_time: 0.0090 loss: 1.2552 2023/03/27 06:37:19 - mmengine - INFO - Epoch(train) [265][4300/5005] lr: 2.1722e-04 eta: 8:48:49 time: 0.1798 data_time: 0.0091 loss: 1.2496 2023/03/27 06:37:38 - mmengine - INFO - Epoch(train) [265][4400/5005] lr: 2.1722e-04 eta: 8:48:31 time: 0.1871 data_time: 0.0089 loss: 1.1387 2023/03/27 06:37:57 - mmengine - INFO - Epoch(train) [265][4500/5005] lr: 2.1722e-04 eta: 8:48:13 time: 0.1792 data_time: 0.0090 loss: 1.1592 2023/03/27 06:38:15 - mmengine - INFO - Epoch(train) [265][4600/5005] lr: 2.1722e-04 eta: 8:47:55 time: 0.1782 data_time: 0.0090 loss: 1.2720 2023/03/27 06:38:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:38:34 - mmengine - INFO - Epoch(train) [265][4700/5005] lr: 2.1722e-04 eta: 8:47:37 time: 0.1792 data_time: 0.0090 loss: 1.1067 2023/03/27 06:38:53 - mmengine - INFO - Epoch(train) [265][4800/5005] lr: 2.1722e-04 eta: 8:47:19 time: 0.1788 data_time: 0.0090 loss: 1.2738 2023/03/27 06:39:11 - mmengine - INFO - Epoch(train) [265][4900/5005] lr: 2.1722e-04 eta: 8:47:01 time: 0.1814 data_time: 0.0090 loss: 1.1524 2023/03/27 06:39:30 - mmengine - INFO - Epoch(train) [265][5000/5005] lr: 2.1722e-04 eta: 8:46:43 time: 0.1775 data_time: 0.0089 loss: 1.2685 2023/03/27 06:39:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:39:31 - mmengine - INFO - Saving checkpoint at 265 epochs 2023/03/27 06:39:40 - mmengine - INFO - Epoch(val) [265][100/196] eta: 0:00:07 time: 0.0650 data_time: 0.0277 2023/03/27 06:40:09 - mmengine - INFO - Epoch(val) [265][196/196] accuracy/top1: 71.5320 accuracy/top5: 90.1380data_time: 0.0696 time: 0.1030 2023/03/27 06:40:29 - mmengine - INFO - Epoch(train) [266][ 100/5005] lr: 2.1287e-04 eta: 8:46:24 time: 0.1787 data_time: 0.0089 loss: 1.1359 2023/03/27 06:40:48 - mmengine - INFO - Epoch(train) [266][ 200/5005] lr: 2.1287e-04 eta: 8:46:06 time: 0.1797 data_time: 0.0090 loss: 1.1657 2023/03/27 06:41:06 - mmengine - INFO - Epoch(train) [266][ 300/5005] lr: 2.1287e-04 eta: 8:45:48 time: 0.1789 data_time: 0.0089 loss: 1.2339 2023/03/27 06:41:25 - mmengine - INFO - Epoch(train) [266][ 400/5005] lr: 2.1287e-04 eta: 8:45:30 time: 0.1782 data_time: 0.0087 loss: 1.2109 2023/03/27 06:41:44 - mmengine - INFO - Epoch(train) [266][ 500/5005] lr: 2.1287e-04 eta: 8:45:12 time: 0.2038 data_time: 0.0088 loss: 1.2143 2023/03/27 06:42:03 - mmengine - INFO - Epoch(train) [266][ 600/5005] lr: 2.1287e-04 eta: 8:44:54 time: 0.1784 data_time: 0.0089 loss: 1.2861 2023/03/27 06:42:17 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:42:21 - mmengine - INFO - Epoch(train) [266][ 700/5005] lr: 2.1287e-04 eta: 8:44:36 time: 0.1799 data_time: 0.0088 loss: 1.1945 2023/03/27 06:42:40 - mmengine - INFO - Epoch(train) [266][ 800/5005] lr: 2.1287e-04 eta: 8:44:18 time: 0.1802 data_time: 0.0089 loss: 1.0995 2023/03/27 06:42:58 - mmengine - INFO - Epoch(train) [266][ 900/5005] lr: 2.1287e-04 eta: 8:44:00 time: 0.1785 data_time: 0.0090 loss: 1.0761 2023/03/27 06:43:17 - mmengine - INFO - Epoch(train) [266][1000/5005] lr: 2.1287e-04 eta: 8:43:42 time: 0.1792 data_time: 0.0088 loss: 1.1798 2023/03/27 06:43:36 - mmengine - INFO - Epoch(train) [266][1100/5005] lr: 2.1287e-04 eta: 8:43:24 time: 0.1796 data_time: 0.0090 loss: 0.9296 2023/03/27 06:43:55 - mmengine - INFO - Epoch(train) [266][1200/5005] lr: 2.1287e-04 eta: 8:43:06 time: 0.1804 data_time: 0.0090 loss: 1.2044 2023/03/27 06:44:14 - mmengine - INFO - Epoch(train) [266][1300/5005] lr: 2.1287e-04 eta: 8:42:48 time: 0.1792 data_time: 0.0090 loss: 1.2043 2023/03/27 06:44:32 - mmengine - INFO - Epoch(train) [266][1400/5005] lr: 2.1287e-04 eta: 8:42:30 time: 0.1790 data_time: 0.0087 loss: 1.0992 2023/03/27 06:44:51 - mmengine - INFO - Epoch(train) [266][1500/5005] lr: 2.1287e-04 eta: 8:42:12 time: 0.1790 data_time: 0.0090 loss: 1.2880 2023/03/27 06:45:10 - mmengine - INFO - Epoch(train) [266][1600/5005] lr: 2.1287e-04 eta: 8:41:54 time: 0.1801 data_time: 0.0096 loss: 1.1994 2023/03/27 06:45:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:45:29 - mmengine - INFO - Epoch(train) [266][1700/5005] lr: 2.1287e-04 eta: 8:41:36 time: 0.1797 data_time: 0.0090 loss: 1.1437 2023/03/27 06:45:47 - mmengine - INFO - Epoch(train) [266][1800/5005] lr: 2.1287e-04 eta: 8:41:17 time: 0.1797 data_time: 0.0091 loss: 1.1150 2023/03/27 06:46:06 - mmengine - INFO - Epoch(train) [266][1900/5005] lr: 2.1287e-04 eta: 8:40:59 time: 0.1798 data_time: 0.0092 loss: 1.2216 2023/03/27 06:46:25 - mmengine - INFO - Epoch(train) [266][2000/5005] lr: 2.1287e-04 eta: 8:40:41 time: 0.1798 data_time: 0.0089 loss: 1.1658 2023/03/27 06:46:44 - mmengine - INFO - Epoch(train) [266][2100/5005] lr: 2.1287e-04 eta: 8:40:23 time: 0.1797 data_time: 0.0090 loss: 1.1584 2023/03/27 06:47:02 - mmengine - INFO - Epoch(train) [266][2200/5005] lr: 2.1287e-04 eta: 8:40:05 time: 0.1801 data_time: 0.0091 loss: 1.2520 2023/03/27 06:47:21 - mmengine - INFO - Epoch(train) [266][2300/5005] lr: 2.1287e-04 eta: 8:39:47 time: 0.1796 data_time: 0.0090 loss: 1.2501 2023/03/27 06:47:40 - mmengine - INFO - Epoch(train) [266][2400/5005] lr: 2.1287e-04 eta: 8:39:29 time: 0.1903 data_time: 0.0089 loss: 1.1573 2023/03/27 06:47:59 - mmengine - INFO - Epoch(train) [266][2500/5005] lr: 2.1287e-04 eta: 8:39:11 time: 0.1792 data_time: 0.0091 loss: 1.1397 2023/03/27 06:48:17 - mmengine - INFO - Epoch(train) [266][2600/5005] lr: 2.1287e-04 eta: 8:38:53 time: 0.1800 data_time: 0.0091 loss: 1.0984 2023/03/27 06:48:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:48:36 - mmengine - INFO - Epoch(train) [266][2700/5005] lr: 2.1287e-04 eta: 8:38:35 time: 0.1797 data_time: 0.0090 loss: 0.9806 2023/03/27 06:48:55 - mmengine - INFO - Epoch(train) [266][2800/5005] lr: 2.1287e-04 eta: 8:38:17 time: 0.2017 data_time: 0.0088 loss: 1.1944 2023/03/27 06:49:14 - mmengine - INFO - Epoch(train) [266][2900/5005] lr: 2.1287e-04 eta: 8:37:59 time: 0.1795 data_time: 0.0089 loss: 1.0878 2023/03/27 06:49:32 - mmengine - INFO - Epoch(train) [266][3000/5005] lr: 2.1287e-04 eta: 8:37:41 time: 0.1787 data_time: 0.0088 loss: 1.2700 2023/03/27 06:49:51 - mmengine - INFO - Epoch(train) [266][3100/5005] lr: 2.1287e-04 eta: 8:37:23 time: 0.1794 data_time: 0.0094 loss: 1.1233 2023/03/27 06:50:10 - mmengine - INFO - Epoch(train) [266][3200/5005] lr: 2.1287e-04 eta: 8:37:05 time: 0.1780 data_time: 0.0087 loss: 1.3843 2023/03/27 06:50:29 - mmengine - INFO - Epoch(train) [266][3300/5005] lr: 2.1287e-04 eta: 8:36:47 time: 0.1791 data_time: 0.0091 loss: 1.2544 2023/03/27 06:50:47 - mmengine - INFO - Epoch(train) [266][3400/5005] lr: 2.1287e-04 eta: 8:36:29 time: 0.1792 data_time: 0.0090 loss: 1.2344 2023/03/27 06:51:06 - mmengine - INFO - Epoch(train) [266][3500/5005] lr: 2.1287e-04 eta: 8:36:11 time: 0.1799 data_time: 0.0092 loss: 1.1166 2023/03/27 06:51:25 - mmengine - INFO - Epoch(train) [266][3600/5005] lr: 2.1287e-04 eta: 8:35:53 time: 0.1792 data_time: 0.0090 loss: 1.1314 2023/03/27 06:51:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:51:44 - mmengine - INFO - Epoch(train) [266][3700/5005] lr: 2.1287e-04 eta: 8:35:35 time: 0.1786 data_time: 0.0090 loss: 1.1756 2023/03/27 06:52:02 - mmengine - INFO - Epoch(train) [266][3800/5005] lr: 2.1287e-04 eta: 8:35:17 time: 0.1789 data_time: 0.0090 loss: 1.0314 2023/03/27 06:52:21 - mmengine - INFO - Epoch(train) [266][3900/5005] lr: 2.1287e-04 eta: 8:34:59 time: 0.1798 data_time: 0.0091 loss: 1.1495 2023/03/27 06:52:39 - mmengine - INFO - Epoch(train) [266][4000/5005] lr: 2.1287e-04 eta: 8:34:41 time: 0.1791 data_time: 0.0088 loss: 1.1689 2023/03/27 06:52:58 - mmengine - INFO - Epoch(train) [266][4100/5005] lr: 2.1287e-04 eta: 8:34:23 time: 0.1931 data_time: 0.0085 loss: 1.2805 2023/03/27 06:53:17 - mmengine - INFO - Epoch(train) [266][4200/5005] lr: 2.1287e-04 eta: 8:34:05 time: 0.1799 data_time: 0.0092 loss: 1.1546 2023/03/27 06:53:36 - mmengine - INFO - Epoch(train) [266][4300/5005] lr: 2.1287e-04 eta: 8:33:47 time: 0.1803 data_time: 0.0090 loss: 1.3577 2023/03/27 06:53:55 - mmengine - INFO - Epoch(train) [266][4400/5005] lr: 2.1287e-04 eta: 8:33:29 time: 0.1798 data_time: 0.0091 loss: 1.0519 2023/03/27 06:54:14 - mmengine - INFO - Epoch(train) [266][4500/5005] lr: 2.1287e-04 eta: 8:33:11 time: 0.1800 data_time: 0.0091 loss: 1.0601 2023/03/27 06:54:32 - mmengine - INFO - Epoch(train) [266][4600/5005] lr: 2.1287e-04 eta: 8:32:53 time: 0.1793 data_time: 0.0087 loss: 1.2678 2023/03/27 06:54:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:54:51 - mmengine - INFO - Epoch(train) [266][4700/5005] lr: 2.1287e-04 eta: 8:32:35 time: 0.1802 data_time: 0.0091 loss: 1.1815 2023/03/27 06:55:09 - mmengine - INFO - Epoch(train) [266][4800/5005] lr: 2.1287e-04 eta: 8:32:17 time: 0.1799 data_time: 0.0091 loss: 1.1785 2023/03/27 06:55:28 - mmengine - INFO - Epoch(train) [266][4900/5005] lr: 2.1287e-04 eta: 8:31:59 time: 0.1796 data_time: 0.0092 loss: 1.1778 2023/03/27 06:55:47 - mmengine - INFO - Epoch(train) [266][5000/5005] lr: 2.1287e-04 eta: 8:31:41 time: 0.1768 data_time: 0.0091 loss: 1.0583 2023/03/27 06:55:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:55:48 - mmengine - INFO - Saving checkpoint at 266 epochs 2023/03/27 06:55:57 - mmengine - INFO - Epoch(val) [266][100/196] eta: 0:00:07 time: 0.0375 data_time: 0.0010 2023/03/27 06:56:26 - mmengine - INFO - Epoch(val) [266][196/196] accuracy/top1: 71.5100 accuracy/top5: 90.2200data_time: 0.0708 time: 0.1030 2023/03/27 06:56:46 - mmengine - INFO - Epoch(train) [267][ 100/5005] lr: 2.0862e-04 eta: 8:31:22 time: 0.1793 data_time: 0.0092 loss: 1.1040 2023/03/27 06:57:04 - mmengine - INFO - Epoch(train) [267][ 200/5005] lr: 2.0862e-04 eta: 8:31:04 time: 0.1785 data_time: 0.0094 loss: 1.3089 2023/03/27 06:57:23 - mmengine - INFO - Epoch(train) [267][ 300/5005] lr: 2.0862e-04 eta: 8:30:46 time: 0.1836 data_time: 0.0098 loss: 1.3565 2023/03/27 06:57:42 - mmengine - INFO - Epoch(train) [267][ 400/5005] lr: 2.0862e-04 eta: 8:30:28 time: 0.1786 data_time: 0.0092 loss: 1.1713 2023/03/27 06:58:00 - mmengine - INFO - Epoch(train) [267][ 500/5005] lr: 2.0862e-04 eta: 8:30:10 time: 0.1789 data_time: 0.0091 loss: 1.1357 2023/03/27 06:58:19 - mmengine - INFO - Epoch(train) [267][ 600/5005] lr: 2.0862e-04 eta: 8:29:52 time: 0.1788 data_time: 0.0090 loss: 1.2314 2023/03/27 06:58:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 06:58:37 - mmengine - INFO - Epoch(train) [267][ 700/5005] lr: 2.0862e-04 eta: 8:29:34 time: 0.1794 data_time: 0.0094 loss: 1.3186 2023/03/27 06:58:56 - mmengine - INFO - Epoch(train) [267][ 800/5005] lr: 2.0862e-04 eta: 8:29:15 time: 0.1790 data_time: 0.0092 loss: 1.1821 2023/03/27 06:59:15 - mmengine - INFO - Epoch(train) [267][ 900/5005] lr: 2.0862e-04 eta: 8:28:57 time: 0.1776 data_time: 0.0092 loss: 1.2364 2023/03/27 06:59:34 - mmengine - INFO - Epoch(train) [267][1000/5005] lr: 2.0862e-04 eta: 8:28:39 time: 0.1786 data_time: 0.0094 loss: 1.1552 2023/03/27 06:59:52 - mmengine - INFO - Epoch(train) [267][1100/5005] lr: 2.0862e-04 eta: 8:28:21 time: 0.1794 data_time: 0.0093 loss: 1.2795 2023/03/27 07:00:11 - mmengine - INFO - Epoch(train) [267][1200/5005] lr: 2.0862e-04 eta: 8:28:03 time: 0.2044 data_time: 0.0091 loss: 1.0801 2023/03/27 07:00:30 - mmengine - INFO - Epoch(train) [267][1300/5005] lr: 2.0862e-04 eta: 8:27:45 time: 0.1801 data_time: 0.0093 loss: 1.2368 2023/03/27 07:00:49 - mmengine - INFO - Epoch(train) [267][1400/5005] lr: 2.0862e-04 eta: 8:27:27 time: 0.1787 data_time: 0.0092 loss: 1.1202 2023/03/27 07:01:07 - mmengine - INFO - Epoch(train) [267][1500/5005] lr: 2.0862e-04 eta: 8:27:09 time: 0.1793 data_time: 0.0092 loss: 1.2273 2023/03/27 07:01:26 - mmengine - INFO - Epoch(train) [267][1600/5005] lr: 2.0862e-04 eta: 8:26:51 time: 0.1995 data_time: 0.0094 loss: 1.0144 2023/03/27 07:01:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:01:44 - mmengine - INFO - Epoch(train) [267][1700/5005] lr: 2.0862e-04 eta: 8:26:33 time: 0.1788 data_time: 0.0097 loss: 1.0716 2023/03/27 07:02:03 - mmengine - INFO - Epoch(train) [267][1800/5005] lr: 2.0862e-04 eta: 8:26:15 time: 0.1804 data_time: 0.0094 loss: 1.1590 2023/03/27 07:02:22 - mmengine - INFO - Epoch(train) [267][1900/5005] lr: 2.0862e-04 eta: 8:25:57 time: 0.1792 data_time: 0.0087 loss: 1.1051 2023/03/27 07:02:41 - mmengine - INFO - Epoch(train) [267][2000/5005] lr: 2.0862e-04 eta: 8:25:39 time: 0.1782 data_time: 0.0088 loss: 1.2560 2023/03/27 07:02:59 - mmengine - INFO - Epoch(train) [267][2100/5005] lr: 2.0862e-04 eta: 8:25:21 time: 0.1794 data_time: 0.0091 loss: 1.1048 2023/03/27 07:03:18 - mmengine - INFO - Epoch(train) [267][2200/5005] lr: 2.0862e-04 eta: 8:25:03 time: 0.1783 data_time: 0.0090 loss: 1.1078 2023/03/27 07:03:37 - mmengine - INFO - Epoch(train) [267][2300/5005] lr: 2.0862e-04 eta: 8:24:45 time: 0.1785 data_time: 0.0093 loss: 1.2735 2023/03/27 07:03:56 - mmengine - INFO - Epoch(train) [267][2400/5005] lr: 2.0862e-04 eta: 8:24:27 time: 0.1950 data_time: 0.0090 loss: 0.9918 2023/03/27 07:04:14 - mmengine - INFO - Epoch(train) [267][2500/5005] lr: 2.0862e-04 eta: 8:24:09 time: 0.1783 data_time: 0.0092 loss: 1.1177 2023/03/27 07:04:33 - mmengine - INFO - Epoch(train) [267][2600/5005] lr: 2.0862e-04 eta: 8:23:51 time: 0.1780 data_time: 0.0090 loss: 1.3526 2023/03/27 07:04:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:04:52 - mmengine - INFO - Epoch(train) [267][2700/5005] lr: 2.0862e-04 eta: 8:23:33 time: 0.1792 data_time: 0.0093 loss: 1.0795 2023/03/27 07:05:10 - mmengine - INFO - Epoch(train) [267][2800/5005] lr: 2.0862e-04 eta: 8:23:15 time: 0.1800 data_time: 0.0092 loss: 1.2149 2023/03/27 07:05:29 - mmengine - INFO - Epoch(train) [267][2900/5005] lr: 2.0862e-04 eta: 8:22:57 time: 0.1796 data_time: 0.0094 loss: 1.1794 2023/03/27 07:05:48 - mmengine - INFO - Epoch(train) [267][3000/5005] lr: 2.0862e-04 eta: 8:22:39 time: 0.1788 data_time: 0.0091 loss: 1.0015 2023/03/27 07:06:07 - mmengine - INFO - Epoch(train) [267][3100/5005] lr: 2.0862e-04 eta: 8:22:21 time: 0.1780 data_time: 0.0092 loss: 1.2153 2023/03/27 07:06:25 - mmengine - INFO - Epoch(train) [267][3200/5005] lr: 2.0862e-04 eta: 8:22:03 time: 0.1790 data_time: 0.0092 loss: 1.2609 2023/03/27 07:06:44 - mmengine - INFO - Epoch(train) [267][3300/5005] lr: 2.0862e-04 eta: 8:21:45 time: 0.1796 data_time: 0.0092 loss: 1.1854 2023/03/27 07:07:02 - mmengine - INFO - Epoch(train) [267][3400/5005] lr: 2.0862e-04 eta: 8:21:27 time: 0.1794 data_time: 0.0095 loss: 1.0926 2023/03/27 07:07:21 - mmengine - INFO - Epoch(train) [267][3500/5005] lr: 2.0862e-04 eta: 8:21:09 time: 0.1784 data_time: 0.0092 loss: 1.2640 2023/03/27 07:07:40 - mmengine - INFO - Epoch(train) [267][3600/5005] lr: 2.0862e-04 eta: 8:20:50 time: 0.1787 data_time: 0.0091 loss: 1.1295 2023/03/27 07:07:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:07:59 - mmengine - INFO - Epoch(train) [267][3700/5005] lr: 2.0862e-04 eta: 8:20:32 time: 0.1791 data_time: 0.0092 loss: 1.2019 2023/03/27 07:08:17 - mmengine - INFO - Epoch(train) [267][3800/5005] lr: 2.0862e-04 eta: 8:20:14 time: 0.1793 data_time: 0.0093 loss: 1.2459 2023/03/27 07:08:36 - mmengine - INFO - Epoch(train) [267][3900/5005] lr: 2.0862e-04 eta: 8:19:56 time: 0.1792 data_time: 0.0094 loss: 1.1378 2023/03/27 07:08:55 - mmengine - INFO - Epoch(train) [267][4000/5005] lr: 2.0862e-04 eta: 8:19:38 time: 0.1791 data_time: 0.0092 loss: 1.3138 2023/03/27 07:09:13 - mmengine - INFO - Epoch(train) [267][4100/5005] lr: 2.0862e-04 eta: 8:19:20 time: 0.1785 data_time: 0.0091 loss: 1.2967 2023/03/27 07:09:32 - mmengine - INFO - Epoch(train) [267][4200/5005] lr: 2.0862e-04 eta: 8:19:02 time: 0.1828 data_time: 0.0094 loss: 1.0096 2023/03/27 07:09:50 - mmengine - INFO - Epoch(train) [267][4300/5005] lr: 2.0862e-04 eta: 8:18:44 time: 0.1791 data_time: 0.0090 loss: 1.2641 2023/03/27 07:10:09 - mmengine - INFO - Epoch(train) [267][4400/5005] lr: 2.0862e-04 eta: 8:18:26 time: 0.1792 data_time: 0.0095 loss: 1.1292 2023/03/27 07:10:28 - mmengine - INFO - Epoch(train) [267][4500/5005] lr: 2.0862e-04 eta: 8:18:08 time: 0.1795 data_time: 0.0097 loss: 0.9175 2023/03/27 07:10:47 - mmengine - INFO - Epoch(train) [267][4600/5005] lr: 2.0862e-04 eta: 8:17:50 time: 0.1791 data_time: 0.0093 loss: 1.2429 2023/03/27 07:11:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:11:06 - mmengine - INFO - Epoch(train) [267][4700/5005] lr: 2.0862e-04 eta: 8:17:32 time: 0.1779 data_time: 0.0091 loss: 1.1289 2023/03/27 07:11:24 - mmengine - INFO - Epoch(train) [267][4800/5005] lr: 2.0862e-04 eta: 8:17:14 time: 0.1780 data_time: 0.0089 loss: 1.0468 2023/03/27 07:11:43 - mmengine - INFO - Epoch(train) [267][4900/5005] lr: 2.0862e-04 eta: 8:16:56 time: 0.1792 data_time: 0.0095 loss: 1.2308 2023/03/27 07:12:01 - mmengine - INFO - Epoch(train) [267][5000/5005] lr: 2.0862e-04 eta: 8:16:38 time: 0.1769 data_time: 0.0093 loss: 1.0374 2023/03/27 07:12:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:12:03 - mmengine - INFO - Saving checkpoint at 267 epochs 2023/03/27 07:12:11 - mmengine - INFO - Epoch(val) [267][100/196] eta: 0:00:07 time: 0.0646 data_time: 0.0267 2023/03/27 07:12:41 - mmengine - INFO - Epoch(val) [267][196/196] accuracy/top1: 71.6080 accuracy/top5: 90.1660data_time: 0.0686 time: 0.1024 2023/03/27 07:13:00 - mmengine - INFO - Epoch(train) [268][ 100/5005] lr: 2.0444e-04 eta: 8:16:19 time: 0.1792 data_time: 0.0092 loss: 1.0921 2023/03/27 07:13:19 - mmengine - INFO - Epoch(train) [268][ 200/5005] lr: 2.0444e-04 eta: 8:16:01 time: 0.1793 data_time: 0.0092 loss: 1.1085 2023/03/27 07:13:38 - mmengine - INFO - Epoch(train) [268][ 300/5005] lr: 2.0444e-04 eta: 8:15:43 time: 0.1778 data_time: 0.0091 loss: 1.0641 2023/03/27 07:13:57 - mmengine - INFO - Epoch(train) [268][ 400/5005] lr: 2.0444e-04 eta: 8:15:25 time: 0.1788 data_time: 0.0086 loss: 1.1842 2023/03/27 07:14:15 - mmengine - INFO - Epoch(train) [268][ 500/5005] lr: 2.0444e-04 eta: 8:15:07 time: 0.1802 data_time: 0.0090 loss: 0.9230 2023/03/27 07:14:34 - mmengine - INFO - Epoch(train) [268][ 600/5005] lr: 2.0444e-04 eta: 8:14:49 time: 0.1795 data_time: 0.0090 loss: 1.1985 2023/03/27 07:14:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:14:53 - mmengine - INFO - Epoch(train) [268][ 700/5005] lr: 2.0444e-04 eta: 8:14:31 time: 0.1788 data_time: 0.0094 loss: 1.2365 2023/03/27 07:15:12 - mmengine - INFO - Epoch(train) [268][ 800/5005] lr: 2.0444e-04 eta: 8:14:13 time: 0.1787 data_time: 0.0088 loss: 1.0873 2023/03/27 07:15:30 - mmengine - INFO - Epoch(train) [268][ 900/5005] lr: 2.0444e-04 eta: 8:13:55 time: 0.1799 data_time: 0.0090 loss: 1.0701 2023/03/27 07:15:49 - mmengine - INFO - Epoch(train) [268][1000/5005] lr: 2.0444e-04 eta: 8:13:37 time: 0.1786 data_time: 0.0089 loss: 1.0949 2023/03/27 07:16:08 - mmengine - INFO - Epoch(train) [268][1100/5005] lr: 2.0444e-04 eta: 8:13:19 time: 0.1797 data_time: 0.0093 loss: 1.2347 2023/03/27 07:16:27 - mmengine - INFO - Epoch(train) [268][1200/5005] lr: 2.0444e-04 eta: 8:13:01 time: 0.1787 data_time: 0.0094 loss: 1.3194 2023/03/27 07:16:45 - mmengine - INFO - Epoch(train) [268][1300/5005] lr: 2.0444e-04 eta: 8:12:43 time: 0.1795 data_time: 0.0086 loss: 1.1588 2023/03/27 07:17:04 - mmengine - INFO - Epoch(train) [268][1400/5005] lr: 2.0444e-04 eta: 8:12:25 time: 0.1795 data_time: 0.0092 loss: 1.0706 2023/03/27 07:17:23 - mmengine - INFO - Epoch(train) [268][1500/5005] lr: 2.0444e-04 eta: 8:12:07 time: 0.1796 data_time: 0.0090 loss: 1.2546 2023/03/27 07:17:42 - mmengine - INFO - Epoch(train) [268][1600/5005] lr: 2.0444e-04 eta: 8:11:49 time: 0.1823 data_time: 0.0090 loss: 1.1333 2023/03/27 07:17:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:18:00 - mmengine - INFO - Epoch(train) [268][1700/5005] lr: 2.0444e-04 eta: 8:11:31 time: 0.1796 data_time: 0.0092 loss: 1.1227 2023/03/27 07:18:19 - mmengine - INFO - Epoch(train) [268][1800/5005] lr: 2.0444e-04 eta: 8:11:13 time: 0.1796 data_time: 0.0089 loss: 0.8964 2023/03/27 07:18:38 - mmengine - INFO - Epoch(train) [268][1900/5005] lr: 2.0444e-04 eta: 8:10:55 time: 0.1789 data_time: 0.0089 loss: 1.2568 2023/03/27 07:18:57 - mmengine - INFO - Epoch(train) [268][2000/5005] lr: 2.0444e-04 eta: 8:10:37 time: 0.1786 data_time: 0.0090 loss: 1.2914 2023/03/27 07:19:15 - mmengine - INFO - Epoch(train) [268][2100/5005] lr: 2.0444e-04 eta: 8:10:19 time: 0.1799 data_time: 0.0087 loss: 1.2793 2023/03/27 07:19:34 - mmengine - INFO - Epoch(train) [268][2200/5005] lr: 2.0444e-04 eta: 8:10:01 time: 0.1798 data_time: 0.0092 loss: 1.1317 2023/03/27 07:19:53 - mmengine - INFO - Epoch(train) [268][2300/5005] lr: 2.0444e-04 eta: 8:09:43 time: 0.1800 data_time: 0.0091 loss: 1.0340 2023/03/27 07:20:12 - mmengine - INFO - Epoch(train) [268][2400/5005] lr: 2.0444e-04 eta: 8:09:25 time: 0.2039 data_time: 0.0089 loss: 1.0144 2023/03/27 07:20:30 - mmengine - INFO - Epoch(train) [268][2500/5005] lr: 2.0444e-04 eta: 8:09:06 time: 0.1800 data_time: 0.0090 loss: 1.2191 2023/03/27 07:20:49 - mmengine - INFO - Epoch(train) [268][2600/5005] lr: 2.0444e-04 eta: 8:08:48 time: 0.1797 data_time: 0.0089 loss: 1.1357 2023/03/27 07:21:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:21:08 - mmengine - INFO - Epoch(train) [268][2700/5005] lr: 2.0444e-04 eta: 8:08:30 time: 0.1791 data_time: 0.0088 loss: 1.2885 2023/03/27 07:21:27 - mmengine - INFO - Epoch(train) [268][2800/5005] lr: 2.0444e-04 eta: 8:08:12 time: 0.1792 data_time: 0.0093 loss: 0.9594 2023/03/27 07:21:45 - mmengine - INFO - Epoch(train) [268][2900/5005] lr: 2.0444e-04 eta: 8:07:54 time: 0.1787 data_time: 0.0091 loss: 1.4166 2023/03/27 07:22:04 - mmengine - INFO - Epoch(train) [268][3000/5005] lr: 2.0444e-04 eta: 8:07:36 time: 0.1797 data_time: 0.0092 loss: 1.0971 2023/03/27 07:22:23 - mmengine - INFO - Epoch(train) [268][3100/5005] lr: 2.0444e-04 eta: 8:07:18 time: 0.1795 data_time: 0.0087 loss: 1.2380 2023/03/27 07:22:42 - mmengine - INFO - Epoch(train) [268][3200/5005] lr: 2.0444e-04 eta: 8:07:00 time: 0.1782 data_time: 0.0088 loss: 1.0957 2023/03/27 07:23:00 - mmengine - INFO - Epoch(train) [268][3300/5005] lr: 2.0444e-04 eta: 8:06:42 time: 0.2022 data_time: 0.0093 loss: 1.3396 2023/03/27 07:23:19 - mmengine - INFO - Epoch(train) [268][3400/5005] lr: 2.0444e-04 eta: 8:06:24 time: 0.2046 data_time: 0.0091 loss: 1.1456 2023/03/27 07:23:38 - mmengine - INFO - Epoch(train) [268][3500/5005] lr: 2.0444e-04 eta: 8:06:06 time: 0.1959 data_time: 0.0089 loss: 1.0618 2023/03/27 07:23:57 - mmengine - INFO - Epoch(train) [268][3600/5005] lr: 2.0444e-04 eta: 8:05:48 time: 0.1783 data_time: 0.0092 loss: 1.1850 2023/03/27 07:24:09 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:24:15 - mmengine - INFO - Epoch(train) [268][3700/5005] lr: 2.0444e-04 eta: 8:05:30 time: 0.1876 data_time: 0.0090 loss: 1.0995 2023/03/27 07:24:34 - mmengine - INFO - Epoch(train) [268][3800/5005] lr: 2.0444e-04 eta: 8:05:12 time: 0.1802 data_time: 0.0091 loss: 1.1143 2023/03/27 07:24:53 - mmengine - INFO - Epoch(train) [268][3900/5005] lr: 2.0444e-04 eta: 8:04:54 time: 0.1782 data_time: 0.0088 loss: 1.2651 2023/03/27 07:25:12 - mmengine - INFO - Epoch(train) [268][4000/5005] lr: 2.0444e-04 eta: 8:04:36 time: 0.1798 data_time: 0.0094 loss: 1.0219 2023/03/27 07:25:30 - mmengine - INFO - Epoch(train) [268][4100/5005] lr: 2.0444e-04 eta: 8:04:18 time: 0.1791 data_time: 0.0090 loss: 1.1652 2023/03/27 07:25:49 - mmengine - INFO - Epoch(train) [268][4200/5005] lr: 2.0444e-04 eta: 8:04:00 time: 0.1808 data_time: 0.0094 loss: 1.2732 2023/03/27 07:26:08 - mmengine - INFO - Epoch(train) [268][4300/5005] lr: 2.0444e-04 eta: 8:03:42 time: 0.1971 data_time: 0.0088 loss: 1.0904 2023/03/27 07:26:27 - mmengine - INFO - Epoch(train) [268][4400/5005] lr: 2.0444e-04 eta: 8:03:24 time: 0.1800 data_time: 0.0088 loss: 1.0124 2023/03/27 07:26:45 - mmengine - INFO - Epoch(train) [268][4500/5005] lr: 2.0444e-04 eta: 8:03:06 time: 0.1800 data_time: 0.0091 loss: 1.1819 2023/03/27 07:27:04 - mmengine - INFO - Epoch(train) [268][4600/5005] lr: 2.0444e-04 eta: 8:02:48 time: 0.1793 data_time: 0.0087 loss: 1.1652 2023/03/27 07:27:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:27:23 - mmengine - INFO - Epoch(train) [268][4700/5005] lr: 2.0444e-04 eta: 8:02:30 time: 0.1794 data_time: 0.0092 loss: 1.1693 2023/03/27 07:27:42 - mmengine - INFO - Epoch(train) [268][4800/5005] lr: 2.0444e-04 eta: 8:02:12 time: 0.1797 data_time: 0.0089 loss: 1.1861 2023/03/27 07:28:00 - mmengine - INFO - Epoch(train) [268][4900/5005] lr: 2.0444e-04 eta: 8:01:54 time: 0.1791 data_time: 0.0087 loss: 1.1466 2023/03/27 07:28:19 - mmengine - INFO - Epoch(train) [268][5000/5005] lr: 2.0444e-04 eta: 8:01:36 time: 0.1785 data_time: 0.0093 loss: 1.1351 2023/03/27 07:28:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:28:20 - mmengine - INFO - Saving checkpoint at 268 epochs 2023/03/27 07:28:29 - mmengine - INFO - Epoch(val) [268][100/196] eta: 0:00:07 time: 0.0636 data_time: 0.0268 2023/03/27 07:28:58 - mmengine - INFO - Epoch(val) [268][196/196] accuracy/top1: 71.6760 accuracy/top5: 90.3140data_time: 0.0690 time: 0.1031 2023/03/27 07:29:18 - mmengine - INFO - Epoch(train) [269][ 100/5005] lr: 2.0036e-04 eta: 8:01:17 time: 0.2064 data_time: 0.0086 loss: 1.2361 2023/03/27 07:29:37 - mmengine - INFO - Epoch(train) [269][ 200/5005] lr: 2.0036e-04 eta: 8:00:59 time: 0.1806 data_time: 0.0090 loss: 1.1719 2023/03/27 07:29:56 - mmengine - INFO - Epoch(train) [269][ 300/5005] lr: 2.0036e-04 eta: 8:00:41 time: 0.1787 data_time: 0.0089 loss: 1.1901 2023/03/27 07:30:14 - mmengine - INFO - Epoch(train) [269][ 400/5005] lr: 2.0036e-04 eta: 8:00:23 time: 0.1789 data_time: 0.0086 loss: 1.0402 2023/03/27 07:30:33 - mmengine - INFO - Epoch(train) [269][ 500/5005] lr: 2.0036e-04 eta: 8:00:05 time: 0.1801 data_time: 0.0092 loss: 1.2301 2023/03/27 07:30:52 - mmengine - INFO - Epoch(train) [269][ 600/5005] lr: 2.0036e-04 eta: 7:59:47 time: 0.1801 data_time: 0.0089 loss: 1.3251 2023/03/27 07:31:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:31:11 - mmengine - INFO - Epoch(train) [269][ 700/5005] lr: 2.0036e-04 eta: 7:59:29 time: 0.1795 data_time: 0.0090 loss: 1.0441 2023/03/27 07:31:29 - mmengine - INFO - Epoch(train) [269][ 800/5005] lr: 2.0036e-04 eta: 7:59:11 time: 0.1789 data_time: 0.0087 loss: 1.0952 2023/03/27 07:31:48 - mmengine - INFO - Epoch(train) [269][ 900/5005] lr: 2.0036e-04 eta: 7:58:53 time: 0.1797 data_time: 0.0089 loss: 1.0134 2023/03/27 07:32:07 - mmengine - INFO - Epoch(train) [269][1000/5005] lr: 2.0036e-04 eta: 7:58:35 time: 0.1798 data_time: 0.0092 loss: 1.1848 2023/03/27 07:32:26 - mmengine - INFO - Epoch(train) [269][1100/5005] lr: 2.0036e-04 eta: 7:58:17 time: 0.1795 data_time: 0.0090 loss: 1.3303 2023/03/27 07:32:44 - mmengine - INFO - Epoch(train) [269][1200/5005] lr: 2.0036e-04 eta: 7:57:59 time: 0.1789 data_time: 0.0090 loss: 1.2523 2023/03/27 07:33:03 - mmengine - INFO - Epoch(train) [269][1300/5005] lr: 2.0036e-04 eta: 7:57:41 time: 0.1794 data_time: 0.0092 loss: 1.2108 2023/03/27 07:33:22 - mmengine - INFO - Epoch(train) [269][1400/5005] lr: 2.0036e-04 eta: 7:57:23 time: 0.1802 data_time: 0.0090 loss: 1.0821 2023/03/27 07:33:41 - mmengine - INFO - Epoch(train) [269][1500/5005] lr: 2.0036e-04 eta: 7:57:05 time: 0.1930 data_time: 0.0089 loss: 1.1570 2023/03/27 07:33:59 - mmengine - INFO - Epoch(train) [269][1600/5005] lr: 2.0036e-04 eta: 7:56:47 time: 0.1810 data_time: 0.0091 loss: 1.2018 2023/03/27 07:34:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:34:18 - mmengine - INFO - Epoch(train) [269][1700/5005] lr: 2.0036e-04 eta: 7:56:28 time: 0.1805 data_time: 0.0090 loss: 1.2971 2023/03/27 07:34:37 - mmengine - INFO - Epoch(train) [269][1800/5005] lr: 2.0036e-04 eta: 7:56:10 time: 0.1791 data_time: 0.0091 loss: 1.2889 2023/03/27 07:34:56 - mmengine - INFO - Epoch(train) [269][1900/5005] lr: 2.0036e-04 eta: 7:55:52 time: 0.1790 data_time: 0.0090 loss: 1.0966 2023/03/27 07:35:14 - mmengine - INFO - Epoch(train) [269][2000/5005] lr: 2.0036e-04 eta: 7:55:34 time: 0.1794 data_time: 0.0093 loss: 1.3020 2023/03/27 07:35:33 - mmengine - INFO - Epoch(train) [269][2100/5005] lr: 2.0036e-04 eta: 7:55:16 time: 0.1798 data_time: 0.0091 loss: 1.1761 2023/03/27 07:35:52 - mmengine - INFO - Epoch(train) [269][2200/5005] lr: 2.0036e-04 eta: 7:54:58 time: 0.1797 data_time: 0.0091 loss: 1.2046 2023/03/27 07:36:11 - mmengine - INFO - Epoch(train) [269][2300/5005] lr: 2.0036e-04 eta: 7:54:40 time: 0.1798 data_time: 0.0091 loss: 1.2803 2023/03/27 07:36:29 - mmengine - INFO - Epoch(train) [269][2400/5005] lr: 2.0036e-04 eta: 7:54:22 time: 0.1813 data_time: 0.0095 loss: 0.9644 2023/03/27 07:36:48 - mmengine - INFO - Epoch(train) [269][2500/5005] lr: 2.0036e-04 eta: 7:54:04 time: 0.1790 data_time: 0.0088 loss: 1.1290 2023/03/27 07:37:07 - mmengine - INFO - Epoch(train) [269][2600/5005] lr: 2.0036e-04 eta: 7:53:46 time: 0.1803 data_time: 0.0092 loss: 1.1528 2023/03/27 07:37:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:37:26 - mmengine - INFO - Epoch(train) [269][2700/5005] lr: 2.0036e-04 eta: 7:53:28 time: 0.1796 data_time: 0.0089 loss: 1.1513 2023/03/27 07:37:44 - mmengine - INFO - Epoch(train) [269][2800/5005] lr: 2.0036e-04 eta: 7:53:10 time: 0.1790 data_time: 0.0089 loss: 1.3226 2023/03/27 07:38:03 - mmengine - INFO - Epoch(train) [269][2900/5005] lr: 2.0036e-04 eta: 7:52:52 time: 0.1813 data_time: 0.0092 loss: 1.2755 2023/03/27 07:38:22 - mmengine - INFO - Epoch(train) [269][3000/5005] lr: 2.0036e-04 eta: 7:52:34 time: 0.1800 data_time: 0.0093 loss: 1.2955 2023/03/27 07:38:41 - mmengine - INFO - Epoch(train) [269][3100/5005] lr: 2.0036e-04 eta: 7:52:16 time: 0.1796 data_time: 0.0089 loss: 1.0970 2023/03/27 07:39:00 - mmengine - INFO - Epoch(train) [269][3200/5005] lr: 2.0036e-04 eta: 7:51:58 time: 0.1800 data_time: 0.0090 loss: 1.1743 2023/03/27 07:39:19 - mmengine - INFO - Epoch(train) [269][3300/5005] lr: 2.0036e-04 eta: 7:51:40 time: 0.1795 data_time: 0.0091 loss: 1.0804 2023/03/27 07:39:38 - mmengine - INFO - Epoch(train) [269][3400/5005] lr: 2.0036e-04 eta: 7:51:22 time: 0.1802 data_time: 0.0091 loss: 1.0978 2023/03/27 07:39:56 - mmengine - INFO - Epoch(train) [269][3500/5005] lr: 2.0036e-04 eta: 7:51:04 time: 0.1796 data_time: 0.0087 loss: 1.1651 2023/03/27 07:40:15 - mmengine - INFO - Epoch(train) [269][3600/5005] lr: 2.0036e-04 eta: 7:50:46 time: 0.1797 data_time: 0.0090 loss: 1.1736 2023/03/27 07:40:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:40:34 - mmengine - INFO - Epoch(train) [269][3700/5005] lr: 2.0036e-04 eta: 7:50:28 time: 0.1799 data_time: 0.0092 loss: 1.2275 2023/03/27 07:40:53 - mmengine - INFO - Epoch(train) [269][3800/5005] lr: 2.0036e-04 eta: 7:50:10 time: 0.1798 data_time: 0.0089 loss: 1.0041 2023/03/27 07:41:11 - mmengine - INFO - Epoch(train) [269][3900/5005] lr: 2.0036e-04 eta: 7:49:52 time: 0.1795 data_time: 0.0089 loss: 1.2925 2023/03/27 07:41:30 - mmengine - INFO - Epoch(train) [269][4000/5005] lr: 2.0036e-04 eta: 7:49:34 time: 0.1789 data_time: 0.0087 loss: 1.0501 2023/03/27 07:41:49 - mmengine - INFO - Epoch(train) [269][4100/5005] lr: 2.0036e-04 eta: 7:49:16 time: 0.1798 data_time: 0.0091 loss: 1.1475 2023/03/27 07:42:08 - mmengine - INFO - Epoch(train) [269][4200/5005] lr: 2.0036e-04 eta: 7:48:58 time: 0.1801 data_time: 0.0090 loss: 1.0762 2023/03/27 07:42:27 - mmengine - INFO - Epoch(train) [269][4300/5005] lr: 2.0036e-04 eta: 7:48:40 time: 0.1799 data_time: 0.0091 loss: 1.2450 2023/03/27 07:42:45 - mmengine - INFO - Epoch(train) [269][4400/5005] lr: 2.0036e-04 eta: 7:48:22 time: 0.1814 data_time: 0.0089 loss: 1.1438 2023/03/27 07:43:04 - mmengine - INFO - Epoch(train) [269][4500/5005] lr: 2.0036e-04 eta: 7:48:04 time: 0.1796 data_time: 0.0089 loss: 1.1406 2023/03/27 07:43:23 - mmengine - INFO - Epoch(train) [269][4600/5005] lr: 2.0036e-04 eta: 7:47:46 time: 0.1809 data_time: 0.0091 loss: 1.0842 2023/03/27 07:43:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:43:41 - mmengine - INFO - Epoch(train) [269][4700/5005] lr: 2.0036e-04 eta: 7:47:28 time: 0.1814 data_time: 0.0096 loss: 1.1221 2023/03/27 07:44:00 - mmengine - INFO - Epoch(train) [269][4800/5005] lr: 2.0036e-04 eta: 7:47:10 time: 0.1796 data_time: 0.0087 loss: 1.2058 2023/03/27 07:44:19 - mmengine - INFO - Epoch(train) [269][4900/5005] lr: 2.0036e-04 eta: 7:46:52 time: 0.1802 data_time: 0.0090 loss: 1.2287 2023/03/27 07:44:38 - mmengine - INFO - Epoch(train) [269][5000/5005] lr: 2.0036e-04 eta: 7:46:34 time: 0.1771 data_time: 0.0089 loss: 1.2678 2023/03/27 07:44:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:44:39 - mmengine - INFO - Saving checkpoint at 269 epochs 2023/03/27 07:44:48 - mmengine - INFO - Epoch(val) [269][100/196] eta: 0:00:07 time: 0.0654 data_time: 0.0282 2023/03/27 07:45:17 - mmengine - INFO - Epoch(val) [269][196/196] accuracy/top1: 71.6420 accuracy/top5: 90.2320data_time: 0.0698 time: 0.1019 2023/03/27 07:45:37 - mmengine - INFO - Epoch(train) [270][ 100/5005] lr: 1.9635e-04 eta: 7:46:15 time: 0.1803 data_time: 0.0095 loss: 1.1293 2023/03/27 07:45:55 - mmengine - INFO - Epoch(train) [270][ 200/5005] lr: 1.9635e-04 eta: 7:45:57 time: 0.1793 data_time: 0.0093 loss: 1.3285 2023/03/27 07:46:14 - mmengine - INFO - Epoch(train) [270][ 300/5005] lr: 1.9635e-04 eta: 7:45:39 time: 0.1939 data_time: 0.0092 loss: 1.0885 2023/03/27 07:46:33 - mmengine - INFO - Epoch(train) [270][ 400/5005] lr: 1.9635e-04 eta: 7:45:21 time: 0.1794 data_time: 0.0092 loss: 1.1071 2023/03/27 07:46:51 - mmengine - INFO - Epoch(train) [270][ 500/5005] lr: 1.9635e-04 eta: 7:45:03 time: 0.1798 data_time: 0.0090 loss: 1.3297 2023/03/27 07:47:10 - mmengine - INFO - Epoch(train) [270][ 600/5005] lr: 1.9635e-04 eta: 7:44:45 time: 0.1799 data_time: 0.0089 loss: 1.1310 2023/03/27 07:47:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:47:29 - mmengine - INFO - Epoch(train) [270][ 700/5005] lr: 1.9635e-04 eta: 7:44:27 time: 0.1790 data_time: 0.0094 loss: 1.2178 2023/03/27 07:47:48 - mmengine - INFO - Epoch(train) [270][ 800/5005] lr: 1.9635e-04 eta: 7:44:09 time: 0.1793 data_time: 0.0091 loss: 1.0659 2023/03/27 07:48:07 - mmengine - INFO - Epoch(train) [270][ 900/5005] lr: 1.9635e-04 eta: 7:43:51 time: 0.1794 data_time: 0.0090 loss: 1.2569 2023/03/27 07:48:26 - mmengine - INFO - Epoch(train) [270][1000/5005] lr: 1.9635e-04 eta: 7:43:33 time: 0.1808 data_time: 0.0095 loss: 1.1913 2023/03/27 07:48:45 - mmengine - INFO - Epoch(train) [270][1100/5005] lr: 1.9635e-04 eta: 7:43:15 time: 0.1784 data_time: 0.0092 loss: 1.1956 2023/03/27 07:49:03 - mmengine - INFO - Epoch(train) [270][1200/5005] lr: 1.9635e-04 eta: 7:42:57 time: 0.1800 data_time: 0.0090 loss: 1.2326 2023/03/27 07:49:22 - mmengine - INFO - Epoch(train) [270][1300/5005] lr: 1.9635e-04 eta: 7:42:38 time: 0.1798 data_time: 0.0091 loss: 1.0663 2023/03/27 07:49:41 - mmengine - INFO - Epoch(train) [270][1400/5005] lr: 1.9635e-04 eta: 7:42:20 time: 0.1819 data_time: 0.0092 loss: 1.0830 2023/03/27 07:50:00 - mmengine - INFO - Epoch(train) [270][1500/5005] lr: 1.9635e-04 eta: 7:42:02 time: 0.2045 data_time: 0.0090 loss: 1.2086 2023/03/27 07:50:19 - mmengine - INFO - Epoch(train) [270][1600/5005] lr: 1.9635e-04 eta: 7:41:44 time: 0.1788 data_time: 0.0089 loss: 0.9513 2023/03/27 07:50:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:50:38 - mmengine - INFO - Epoch(train) [270][1700/5005] lr: 1.9635e-04 eta: 7:41:26 time: 0.1797 data_time: 0.0096 loss: 1.0446 2023/03/27 07:50:57 - mmengine - INFO - Epoch(train) [270][1800/5005] lr: 1.9635e-04 eta: 7:41:08 time: 0.1806 data_time: 0.0095 loss: 1.2953 2023/03/27 07:51:16 - mmengine - INFO - Epoch(train) [270][1900/5005] lr: 1.9635e-04 eta: 7:40:50 time: 0.1814 data_time: 0.0092 loss: 1.2328 2023/03/27 07:51:34 - mmengine - INFO - Epoch(train) [270][2000/5005] lr: 1.9635e-04 eta: 7:40:32 time: 0.1791 data_time: 0.0091 loss: 1.1887 2023/03/27 07:51:53 - mmengine - INFO - Epoch(train) [270][2100/5005] lr: 1.9635e-04 eta: 7:40:14 time: 0.1800 data_time: 0.0093 loss: 1.1499 2023/03/27 07:52:12 - mmengine - INFO - Epoch(train) [270][2200/5005] lr: 1.9635e-04 eta: 7:39:56 time: 0.1805 data_time: 0.0092 loss: 1.2452 2023/03/27 07:52:31 - mmengine - INFO - Epoch(train) [270][2300/5005] lr: 1.9635e-04 eta: 7:39:38 time: 0.1813 data_time: 0.0094 loss: 1.1113 2023/03/27 07:52:50 - mmengine - INFO - Epoch(train) [270][2400/5005] lr: 1.9635e-04 eta: 7:39:20 time: 0.2157 data_time: 0.0090 loss: 1.1544 2023/03/27 07:53:09 - mmengine - INFO - Epoch(train) [270][2500/5005] lr: 1.9635e-04 eta: 7:39:02 time: 0.1789 data_time: 0.0091 loss: 1.3160 2023/03/27 07:53:28 - mmengine - INFO - Epoch(train) [270][2600/5005] lr: 1.9635e-04 eta: 7:38:44 time: 0.1803 data_time: 0.0091 loss: 1.1611 2023/03/27 07:53:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:53:47 - mmengine - INFO - Epoch(train) [270][2700/5005] lr: 1.9635e-04 eta: 7:38:26 time: 0.1800 data_time: 0.0091 loss: 1.1088 2023/03/27 07:54:05 - mmengine - INFO - Epoch(train) [270][2800/5005] lr: 1.9635e-04 eta: 7:38:08 time: 0.1798 data_time: 0.0088 loss: 1.1206 2023/03/27 07:54:24 - mmengine - INFO - Epoch(train) [270][2900/5005] lr: 1.9635e-04 eta: 7:37:50 time: 0.1797 data_time: 0.0091 loss: 1.2545 2023/03/27 07:54:43 - mmengine - INFO - Epoch(train) [270][3000/5005] lr: 1.9635e-04 eta: 7:37:32 time: 0.1806 data_time: 0.0096 loss: 1.1988 2023/03/27 07:55:02 - mmengine - INFO - Epoch(train) [270][3100/5005] lr: 1.9635e-04 eta: 7:37:14 time: 0.1788 data_time: 0.0088 loss: 1.1379 2023/03/27 07:55:21 - mmengine - INFO - Epoch(train) [270][3200/5005] lr: 1.9635e-04 eta: 7:36:56 time: 0.1798 data_time: 0.0092 loss: 1.0939 2023/03/27 07:55:40 - mmengine - INFO - Epoch(train) [270][3300/5005] lr: 1.9635e-04 eta: 7:36:38 time: 0.1801 data_time: 0.0094 loss: 1.2272 2023/03/27 07:55:58 - mmengine - INFO - Epoch(train) [270][3400/5005] lr: 1.9635e-04 eta: 7:36:20 time: 0.1799 data_time: 0.0090 loss: 1.1039 2023/03/27 07:56:17 - mmengine - INFO - Epoch(train) [270][3500/5005] lr: 1.9635e-04 eta: 7:36:02 time: 0.1805 data_time: 0.0095 loss: 1.2877 2023/03/27 07:56:36 - mmengine - INFO - Epoch(train) [270][3600/5005] lr: 1.9635e-04 eta: 7:35:44 time: 0.1799 data_time: 0.0093 loss: 1.0580 2023/03/27 07:56:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 07:56:55 - mmengine - INFO - Epoch(train) [270][3700/5005] lr: 1.9635e-04 eta: 7:35:26 time: 0.1794 data_time: 0.0091 loss: 1.1684 2023/03/27 07:57:14 - mmengine - INFO - Epoch(train) [270][3800/5005] lr: 1.9635e-04 eta: 7:35:08 time: 0.1803 data_time: 0.0093 loss: 1.3271 2023/03/27 07:57:32 - mmengine - INFO - Epoch(train) [270][3900/5005] lr: 1.9635e-04 eta: 7:34:50 time: 0.1805 data_time: 0.0094 loss: 1.2144 2023/03/27 07:57:52 - mmengine - INFO - Epoch(train) [270][4000/5005] lr: 1.9635e-04 eta: 7:34:32 time: 0.1796 data_time: 0.0090 loss: 1.1600 2023/03/27 07:58:10 - mmengine - INFO - Epoch(train) [270][4100/5005] lr: 1.9635e-04 eta: 7:34:14 time: 0.1809 data_time: 0.0097 loss: 1.3062 2023/03/27 07:58:29 - mmengine - INFO - Epoch(train) [270][4200/5005] lr: 1.9635e-04 eta: 7:33:56 time: 0.1797 data_time: 0.0093 loss: 1.2230 2023/03/27 07:58:49 - mmengine - INFO - Epoch(train) [270][4300/5005] lr: 1.9635e-04 eta: 7:33:38 time: 0.1928 data_time: 0.0092 loss: 1.2307 2023/03/27 07:59:07 - mmengine - INFO - Epoch(train) [270][4400/5005] lr: 1.9635e-04 eta: 7:33:20 time: 0.1814 data_time: 0.0094 loss: 1.2383 2023/03/27 07:59:26 - mmengine - INFO - Epoch(train) [270][4500/5005] lr: 1.9635e-04 eta: 7:33:02 time: 0.1793 data_time: 0.0089 loss: 1.2075 2023/03/27 07:59:45 - mmengine - INFO - Epoch(train) [270][4600/5005] lr: 1.9635e-04 eta: 7:32:44 time: 0.1805 data_time: 0.0093 loss: 1.2001 2023/03/27 07:59:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:00:03 - mmengine - INFO - Epoch(train) [270][4700/5005] lr: 1.9635e-04 eta: 7:32:26 time: 0.1813 data_time: 0.0097 loss: 1.0944 2023/03/27 08:00:23 - mmengine - INFO - Epoch(train) [270][4800/5005] lr: 1.9635e-04 eta: 7:32:08 time: 0.2002 data_time: 0.0086 loss: 1.1275 2023/03/27 08:00:41 - mmengine - INFO - Epoch(train) [270][4900/5005] lr: 1.9635e-04 eta: 7:31:50 time: 0.1809 data_time: 0.0096 loss: 1.0934 2023/03/27 08:01:00 - mmengine - INFO - Epoch(train) [270][5000/5005] lr: 1.9635e-04 eta: 7:31:32 time: 0.1757 data_time: 0.0093 loss: 1.0649 2023/03/27 08:01:01 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:01:01 - mmengine - INFO - Saving checkpoint at 270 epochs 2023/03/27 08:01:10 - mmengine - INFO - Epoch(val) [270][100/196] eta: 0:00:07 time: 0.0642 data_time: 0.0276 2023/03/27 08:01:39 - mmengine - INFO - Epoch(val) [270][196/196] accuracy/top1: 71.6020 accuracy/top5: 90.2880data_time: 0.0684 time: 0.1008 2023/03/27 08:01:59 - mmengine - INFO - Epoch(train) [271][ 100/5005] lr: 1.9242e-04 eta: 7:31:13 time: 0.2064 data_time: 0.0095 loss: 1.2619 2023/03/27 08:02:18 - mmengine - INFO - Epoch(train) [271][ 200/5005] lr: 1.9242e-04 eta: 7:30:55 time: 0.1802 data_time: 0.0094 loss: 1.3494 2023/03/27 08:02:37 - mmengine - INFO - Epoch(train) [271][ 300/5005] lr: 1.9242e-04 eta: 7:30:37 time: 0.1806 data_time: 0.0091 loss: 1.3125 2023/03/27 08:02:55 - mmengine - INFO - Epoch(train) [271][ 400/5005] lr: 1.9242e-04 eta: 7:30:19 time: 0.1792 data_time: 0.0090 loss: 1.3538 2023/03/27 08:03:14 - mmengine - INFO - Epoch(train) [271][ 500/5005] lr: 1.9242e-04 eta: 7:30:01 time: 0.1810 data_time: 0.0091 loss: 1.2943 2023/03/27 08:03:33 - mmengine - INFO - Epoch(train) [271][ 600/5005] lr: 1.9242e-04 eta: 7:29:43 time: 0.1788 data_time: 0.0089 loss: 1.2588 2023/03/27 08:03:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:03:52 - mmengine - INFO - Epoch(train) [271][ 700/5005] lr: 1.9242e-04 eta: 7:29:25 time: 0.1808 data_time: 0.0092 loss: 1.2284 2023/03/27 08:04:11 - mmengine - INFO - Epoch(train) [271][ 800/5005] lr: 1.9242e-04 eta: 7:29:07 time: 0.1796 data_time: 0.0091 loss: 1.1479 2023/03/27 08:04:29 - mmengine - INFO - Epoch(train) [271][ 900/5005] lr: 1.9242e-04 eta: 7:28:49 time: 0.1789 data_time: 0.0092 loss: 1.3297 2023/03/27 08:04:48 - mmengine - INFO - Epoch(train) [271][1000/5005] lr: 1.9242e-04 eta: 7:28:31 time: 0.1814 data_time: 0.0092 loss: 1.1720 2023/03/27 08:05:07 - mmengine - INFO - Epoch(train) [271][1100/5005] lr: 1.9242e-04 eta: 7:28:13 time: 0.1796 data_time: 0.0090 loss: 1.1555 2023/03/27 08:05:26 - mmengine - INFO - Epoch(train) [271][1200/5005] lr: 1.9242e-04 eta: 7:27:55 time: 0.1788 data_time: 0.0091 loss: 1.0340 2023/03/27 08:05:44 - mmengine - INFO - Epoch(train) [271][1300/5005] lr: 1.9242e-04 eta: 7:27:37 time: 0.1815 data_time: 0.0092 loss: 1.1693 2023/03/27 08:06:03 - mmengine - INFO - Epoch(train) [271][1400/5005] lr: 1.9242e-04 eta: 7:27:19 time: 0.1965 data_time: 0.0086 loss: 1.4216 2023/03/27 08:06:22 - mmengine - INFO - Epoch(train) [271][1500/5005] lr: 1.9242e-04 eta: 7:27:01 time: 0.1791 data_time: 0.0092 loss: 1.1552 2023/03/27 08:06:41 - mmengine - INFO - Epoch(train) [271][1600/5005] lr: 1.9242e-04 eta: 7:26:43 time: 0.1798 data_time: 0.0091 loss: 1.1718 2023/03/27 08:06:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:07:00 - mmengine - INFO - Epoch(train) [271][1700/5005] lr: 1.9242e-04 eta: 7:26:24 time: 0.1794 data_time: 0.0096 loss: 1.0866 2023/03/27 08:07:18 - mmengine - INFO - Epoch(train) [271][1800/5005] lr: 1.9242e-04 eta: 7:26:06 time: 0.1797 data_time: 0.0092 loss: 1.1790 2023/03/27 08:07:37 - mmengine - INFO - Epoch(train) [271][1900/5005] lr: 1.9242e-04 eta: 7:25:48 time: 0.1974 data_time: 0.0088 loss: 1.2788 2023/03/27 08:07:56 - mmengine - INFO - Epoch(train) [271][2000/5005] lr: 1.9242e-04 eta: 7:25:30 time: 0.1797 data_time: 0.0093 loss: 1.0932 2023/03/27 08:08:15 - mmengine - INFO - Epoch(train) [271][2100/5005] lr: 1.9242e-04 eta: 7:25:12 time: 0.1800 data_time: 0.0094 loss: 1.2319 2023/03/27 08:08:34 - mmengine - INFO - Epoch(train) [271][2200/5005] lr: 1.9242e-04 eta: 7:24:54 time: 0.1802 data_time: 0.0092 loss: 1.1341 2023/03/27 08:08:52 - mmengine - INFO - Epoch(train) [271][2300/5005] lr: 1.9242e-04 eta: 7:24:36 time: 0.1796 data_time: 0.0095 loss: 1.1728 2023/03/27 08:09:11 - mmengine - INFO - Epoch(train) [271][2400/5005] lr: 1.9242e-04 eta: 7:24:18 time: 0.1816 data_time: 0.0096 loss: 1.1255 2023/03/27 08:09:30 - mmengine - INFO - Epoch(train) [271][2500/5005] lr: 1.9242e-04 eta: 7:24:00 time: 0.1804 data_time: 0.0096 loss: 1.1104 2023/03/27 08:09:49 - mmengine - INFO - Epoch(train) [271][2600/5005] lr: 1.9242e-04 eta: 7:23:42 time: 0.1796 data_time: 0.0096 loss: 1.2316 2023/03/27 08:09:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:10:07 - mmengine - INFO - Epoch(train) [271][2700/5005] lr: 1.9242e-04 eta: 7:23:24 time: 0.1793 data_time: 0.0090 loss: 1.1835 2023/03/27 08:10:26 - mmengine - INFO - Epoch(train) [271][2800/5005] lr: 1.9242e-04 eta: 7:23:06 time: 0.1797 data_time: 0.0089 loss: 1.2972 2023/03/27 08:10:45 - mmengine - INFO - Epoch(train) [271][2900/5005] lr: 1.9242e-04 eta: 7:22:48 time: 0.1804 data_time: 0.0092 loss: 1.0700 2023/03/27 08:11:04 - mmengine - INFO - Epoch(train) [271][3000/5005] lr: 1.9242e-04 eta: 7:22:30 time: 0.1800 data_time: 0.0093 loss: 1.1428 2023/03/27 08:11:23 - mmengine - INFO - Epoch(train) [271][3100/5005] lr: 1.9242e-04 eta: 7:22:12 time: 0.1790 data_time: 0.0091 loss: 1.0746 2023/03/27 08:11:42 - mmengine - INFO - Epoch(train) [271][3200/5005] lr: 1.9242e-04 eta: 7:21:54 time: 0.1796 data_time: 0.0094 loss: 1.1736 2023/03/27 08:12:00 - mmengine - INFO - Epoch(train) [271][3300/5005] lr: 1.9242e-04 eta: 7:21:36 time: 0.1793 data_time: 0.0094 loss: 1.0487 2023/03/27 08:12:19 - mmengine - INFO - Epoch(train) [271][3400/5005] lr: 1.9242e-04 eta: 7:21:18 time: 0.1802 data_time: 0.0092 loss: 1.2304 2023/03/27 08:12:38 - mmengine - INFO - Epoch(train) [271][3500/5005] lr: 1.9242e-04 eta: 7:21:00 time: 0.1802 data_time: 0.0095 loss: 1.2096 2023/03/27 08:12:57 - mmengine - INFO - Epoch(train) [271][3600/5005] lr: 1.9242e-04 eta: 7:20:42 time: 0.1809 data_time: 0.0095 loss: 1.1003 2023/03/27 08:13:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:13:15 - mmengine - INFO - Epoch(train) [271][3700/5005] lr: 1.9242e-04 eta: 7:20:24 time: 0.1798 data_time: 0.0090 loss: 1.0757 2023/03/27 08:13:34 - mmengine - INFO - Epoch(train) [271][3800/5005] lr: 1.9242e-04 eta: 7:20:06 time: 0.1802 data_time: 0.0090 loss: 1.0296 2023/03/27 08:13:53 - mmengine - INFO - Epoch(train) [271][3900/5005] lr: 1.9242e-04 eta: 7:19:48 time: 0.1799 data_time: 0.0091 loss: 1.1864 2023/03/27 08:14:12 - mmengine - INFO - Epoch(train) [271][4000/5005] lr: 1.9242e-04 eta: 7:19:30 time: 0.1791 data_time: 0.0088 loss: 1.1050 2023/03/27 08:14:30 - mmengine - INFO - Epoch(train) [271][4100/5005] lr: 1.9242e-04 eta: 7:19:12 time: 0.1806 data_time: 0.0094 loss: 1.2942 2023/03/27 08:14:49 - mmengine - INFO - Epoch(train) [271][4200/5005] lr: 1.9242e-04 eta: 7:18:54 time: 0.1820 data_time: 0.0093 loss: 1.1854 2023/03/27 08:15:08 - mmengine - INFO - Epoch(train) [271][4300/5005] lr: 1.9242e-04 eta: 7:18:36 time: 0.1804 data_time: 0.0093 loss: 1.1847 2023/03/27 08:15:27 - mmengine - INFO - Epoch(train) [271][4400/5005] lr: 1.9242e-04 eta: 7:18:18 time: 0.1794 data_time: 0.0093 loss: 1.0755 2023/03/27 08:15:46 - mmengine - INFO - Epoch(train) [271][4500/5005] lr: 1.9242e-04 eta: 7:18:00 time: 0.1791 data_time: 0.0086 loss: 1.1836 2023/03/27 08:16:04 - mmengine - INFO - Epoch(train) [271][4600/5005] lr: 1.9242e-04 eta: 7:17:42 time: 0.2005 data_time: 0.0088 loss: 1.0654 2023/03/27 08:16:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:16:23 - mmengine - INFO - Epoch(train) [271][4700/5005] lr: 1.9242e-04 eta: 7:17:24 time: 0.1789 data_time: 0.0088 loss: 1.0698 2023/03/27 08:16:42 - mmengine - INFO - Epoch(train) [271][4800/5005] lr: 1.9242e-04 eta: 7:17:06 time: 0.1807 data_time: 0.0091 loss: 1.0267 2023/03/27 08:17:00 - mmengine - INFO - Epoch(train) [271][4900/5005] lr: 1.9242e-04 eta: 7:16:48 time: 0.1792 data_time: 0.0090 loss: 1.1438 2023/03/27 08:17:19 - mmengine - INFO - Epoch(train) [271][5000/5005] lr: 1.9242e-04 eta: 7:16:30 time: 0.1774 data_time: 0.0095 loss: 1.2969 2023/03/27 08:17:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:17:20 - mmengine - INFO - Saving checkpoint at 271 epochs 2023/03/27 08:17:29 - mmengine - INFO - Epoch(val) [271][100/196] eta: 0:00:07 time: 0.0660 data_time: 0.0275 2023/03/27 08:17:59 - mmengine - INFO - Epoch(val) [271][196/196] accuracy/top1: 71.6400 accuracy/top5: 90.2480data_time: 0.0692 time: 0.1027 2023/03/27 08:18:19 - mmengine - INFO - Epoch(train) [272][ 100/5005] lr: 1.8857e-04 eta: 7:16:11 time: 0.1915 data_time: 0.0094 loss: 1.1452 2023/03/27 08:18:37 - mmengine - INFO - Epoch(train) [272][ 200/5005] lr: 1.8857e-04 eta: 7:15:53 time: 0.1793 data_time: 0.0092 loss: 1.0876 2023/03/27 08:18:57 - mmengine - INFO - Epoch(train) [272][ 300/5005] lr: 1.8857e-04 eta: 7:15:35 time: 0.2091 data_time: 0.0089 loss: 1.0247 2023/03/27 08:19:15 - mmengine - INFO - Epoch(train) [272][ 400/5005] lr: 1.8857e-04 eta: 7:15:17 time: 0.1798 data_time: 0.0095 loss: 1.2365 2023/03/27 08:19:34 - mmengine - INFO - Epoch(train) [272][ 500/5005] lr: 1.8857e-04 eta: 7:14:59 time: 0.1997 data_time: 0.0091 loss: 1.1128 2023/03/27 08:19:53 - mmengine - INFO - Epoch(train) [272][ 600/5005] lr: 1.8857e-04 eta: 7:14:41 time: 0.1796 data_time: 0.0089 loss: 0.8970 2023/03/27 08:20:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:20:12 - mmengine - INFO - Epoch(train) [272][ 700/5005] lr: 1.8857e-04 eta: 7:14:23 time: 0.1810 data_time: 0.0093 loss: 1.1688 2023/03/27 08:20:31 - mmengine - INFO - Epoch(train) [272][ 800/5005] lr: 1.8857e-04 eta: 7:14:05 time: 0.1789 data_time: 0.0093 loss: 1.1336 2023/03/27 08:20:49 - mmengine - INFO - Epoch(train) [272][ 900/5005] lr: 1.8857e-04 eta: 7:13:46 time: 0.1798 data_time: 0.0094 loss: 1.0471 2023/03/27 08:21:08 - mmengine - INFO - Epoch(train) [272][1000/5005] lr: 1.8857e-04 eta: 7:13:28 time: 0.1805 data_time: 0.0093 loss: 1.2627 2023/03/27 08:21:27 - mmengine - INFO - Epoch(train) [272][1100/5005] lr: 1.8857e-04 eta: 7:13:10 time: 0.1823 data_time: 0.0099 loss: 1.1478 2023/03/27 08:21:46 - mmengine - INFO - Epoch(train) [272][1200/5005] lr: 1.8857e-04 eta: 7:12:52 time: 0.2040 data_time: 0.0091 loss: 1.0590 2023/03/27 08:22:05 - mmengine - INFO - Epoch(train) [272][1300/5005] lr: 1.8857e-04 eta: 7:12:34 time: 0.1799 data_time: 0.0092 loss: 1.1875 2023/03/27 08:22:24 - mmengine - INFO - Epoch(train) [272][1400/5005] lr: 1.8857e-04 eta: 7:12:16 time: 0.1804 data_time: 0.0095 loss: 1.0914 2023/03/27 08:22:42 - mmengine - INFO - Epoch(train) [272][1500/5005] lr: 1.8857e-04 eta: 7:11:58 time: 0.1806 data_time: 0.0094 loss: 1.3546 2023/03/27 08:23:01 - mmengine - INFO - Epoch(train) [272][1600/5005] lr: 1.8857e-04 eta: 7:11:40 time: 0.1816 data_time: 0.0091 loss: 1.0568 2023/03/27 08:23:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:23:20 - mmengine - INFO - Epoch(train) [272][1700/5005] lr: 1.8857e-04 eta: 7:11:22 time: 0.1807 data_time: 0.0098 loss: 1.1585 2023/03/27 08:23:39 - mmengine - INFO - Epoch(train) [272][1800/5005] lr: 1.8857e-04 eta: 7:11:04 time: 0.1807 data_time: 0.0093 loss: 1.3116 2023/03/27 08:23:58 - mmengine - INFO - Epoch(train) [272][1900/5005] lr: 1.8857e-04 eta: 7:10:46 time: 0.1794 data_time: 0.0094 loss: 1.2159 2023/03/27 08:24:16 - mmengine - INFO - Epoch(train) [272][2000/5005] lr: 1.8857e-04 eta: 7:10:28 time: 0.1802 data_time: 0.0098 loss: 1.2319 2023/03/27 08:24:36 - mmengine - INFO - Epoch(train) [272][2100/5005] lr: 1.8857e-04 eta: 7:10:10 time: 0.1798 data_time: 0.0097 loss: 1.2398 2023/03/27 08:24:54 - mmengine - INFO - Epoch(train) [272][2200/5005] lr: 1.8857e-04 eta: 7:09:52 time: 0.1802 data_time: 0.0096 loss: 0.9682 2023/03/27 08:25:13 - mmengine - INFO - Epoch(train) [272][2300/5005] lr: 1.8857e-04 eta: 7:09:34 time: 0.1894 data_time: 0.0090 loss: 1.2185 2023/03/27 08:25:32 - mmengine - INFO - Epoch(train) [272][2400/5005] lr: 1.8857e-04 eta: 7:09:16 time: 0.1806 data_time: 0.0093 loss: 1.1609 2023/03/27 08:25:51 - mmengine - INFO - Epoch(train) [272][2500/5005] lr: 1.8857e-04 eta: 7:08:58 time: 0.1805 data_time: 0.0092 loss: 1.2310 2023/03/27 08:26:10 - mmengine - INFO - Epoch(train) [272][2600/5005] lr: 1.8857e-04 eta: 7:08:40 time: 0.1803 data_time: 0.0094 loss: 1.3308 2023/03/27 08:26:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:26:28 - mmengine - INFO - Epoch(train) [272][2700/5005] lr: 1.8857e-04 eta: 7:08:22 time: 0.1797 data_time: 0.0094 loss: 1.1843 2023/03/27 08:26:47 - mmengine - INFO - Epoch(train) [272][2800/5005] lr: 1.8857e-04 eta: 7:08:04 time: 0.1795 data_time: 0.0097 loss: 1.2606 2023/03/27 08:27:06 - mmengine - INFO - Epoch(train) [272][2900/5005] lr: 1.8857e-04 eta: 7:07:46 time: 0.1818 data_time: 0.0101 loss: 1.1031 2023/03/27 08:27:25 - mmengine - INFO - Epoch(train) [272][3000/5005] lr: 1.8857e-04 eta: 7:07:28 time: 0.1820 data_time: 0.0089 loss: 1.1078 2023/03/27 08:27:44 - mmengine - INFO - Epoch(train) [272][3100/5005] lr: 1.8857e-04 eta: 7:07:10 time: 0.1802 data_time: 0.0095 loss: 1.2855 2023/03/27 08:28:03 - mmengine - INFO - Epoch(train) [272][3200/5005] lr: 1.8857e-04 eta: 7:06:52 time: 0.1793 data_time: 0.0093 loss: 1.2471 2023/03/27 08:28:22 - mmengine - INFO - Epoch(train) [272][3300/5005] lr: 1.8857e-04 eta: 7:06:34 time: 0.1805 data_time: 0.0094 loss: 1.1332 2023/03/27 08:28:40 - mmengine - INFO - Epoch(train) [272][3400/5005] lr: 1.8857e-04 eta: 7:06:16 time: 0.1817 data_time: 0.0097 loss: 1.0724 2023/03/27 08:28:59 - mmengine - INFO - Epoch(train) [272][3500/5005] lr: 1.8857e-04 eta: 7:05:58 time: 0.1815 data_time: 0.0095 loss: 1.1254 2023/03/27 08:29:18 - mmengine - INFO - Epoch(train) [272][3600/5005] lr: 1.8857e-04 eta: 7:05:40 time: 0.1813 data_time: 0.0092 loss: 1.0396 2023/03/27 08:29:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:29:37 - mmengine - INFO - Epoch(train) [272][3700/5005] lr: 1.8857e-04 eta: 7:05:22 time: 0.1808 data_time: 0.0096 loss: 1.0183 2023/03/27 08:29:56 - mmengine - INFO - Epoch(train) [272][3800/5005] lr: 1.8857e-04 eta: 7:05:04 time: 0.1807 data_time: 0.0097 loss: 1.2474 2023/03/27 08:30:15 - mmengine - INFO - Epoch(train) [272][3900/5005] lr: 1.8857e-04 eta: 7:04:46 time: 0.1823 data_time: 0.0091 loss: 1.2266 2023/03/27 08:30:34 - mmengine - INFO - Epoch(train) [272][4000/5005] lr: 1.8857e-04 eta: 7:04:28 time: 0.1798 data_time: 0.0090 loss: 1.0568 2023/03/27 08:30:52 - mmengine - INFO - Epoch(train) [272][4100/5005] lr: 1.8857e-04 eta: 7:04:10 time: 0.1802 data_time: 0.0096 loss: 1.1597 2023/03/27 08:31:11 - mmengine - INFO - Epoch(train) [272][4200/5005] lr: 1.8857e-04 eta: 7:03:52 time: 0.1791 data_time: 0.0093 loss: 1.2437 2023/03/27 08:31:30 - mmengine - INFO - Epoch(train) [272][4300/5005] lr: 1.8857e-04 eta: 7:03:34 time: 0.1799 data_time: 0.0096 loss: 1.0647 2023/03/27 08:31:49 - mmengine - INFO - Epoch(train) [272][4400/5005] lr: 1.8857e-04 eta: 7:03:16 time: 0.1820 data_time: 0.0094 loss: 1.2431 2023/03/27 08:32:08 - mmengine - INFO - Epoch(train) [272][4500/5005] lr: 1.8857e-04 eta: 7:02:58 time: 0.1808 data_time: 0.0090 loss: 1.2138 2023/03/27 08:32:26 - mmengine - INFO - Epoch(train) [272][4600/5005] lr: 1.8857e-04 eta: 7:02:40 time: 0.1799 data_time: 0.0095 loss: 1.1226 2023/03/27 08:32:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:32:45 - mmengine - INFO - Epoch(train) [272][4700/5005] lr: 1.8857e-04 eta: 7:02:22 time: 0.1799 data_time: 0.0091 loss: 1.1308 2023/03/27 08:33:04 - mmengine - INFO - Epoch(train) [272][4800/5005] lr: 1.8857e-04 eta: 7:02:03 time: 0.1797 data_time: 0.0096 loss: 1.1236 2023/03/27 08:33:23 - mmengine - INFO - Epoch(train) [272][4900/5005] lr: 1.8857e-04 eta: 7:01:45 time: 0.1795 data_time: 0.0092 loss: 1.0116 2023/03/27 08:33:42 - mmengine - INFO - Epoch(train) [272][5000/5005] lr: 1.8857e-04 eta: 7:01:27 time: 0.1765 data_time: 0.0093 loss: 1.1207 2023/03/27 08:33:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:33:43 - mmengine - INFO - Saving checkpoint at 272 epochs 2023/03/27 08:33:52 - mmengine - INFO - Epoch(val) [272][100/196] eta: 0:00:07 time: 0.0646 data_time: 0.0274 2023/03/27 08:34:21 - mmengine - INFO - Epoch(val) [272][196/196] accuracy/top1: 71.6360 accuracy/top5: 90.3240data_time: 0.0693 time: 0.1035 2023/03/27 08:34:41 - mmengine - INFO - Epoch(train) [273][ 100/5005] lr: 1.8480e-04 eta: 7:01:09 time: 0.1796 data_time: 0.0089 loss: 1.0285 2023/03/27 08:35:00 - mmengine - INFO - Epoch(train) [273][ 200/5005] lr: 1.8480e-04 eta: 7:00:51 time: 0.1820 data_time: 0.0094 loss: 1.0691 2023/03/27 08:35:18 - mmengine - INFO - Epoch(train) [273][ 300/5005] lr: 1.8480e-04 eta: 7:00:33 time: 0.1784 data_time: 0.0095 loss: 1.2391 2023/03/27 08:35:37 - mmengine - INFO - Epoch(train) [273][ 400/5005] lr: 1.8480e-04 eta: 7:00:14 time: 0.1793 data_time: 0.0093 loss: 1.0544 2023/03/27 08:35:56 - mmengine - INFO - Epoch(train) [273][ 500/5005] lr: 1.8480e-04 eta: 6:59:56 time: 0.1797 data_time: 0.0093 loss: 1.2889 2023/03/27 08:36:15 - mmengine - INFO - Epoch(train) [273][ 600/5005] lr: 1.8480e-04 eta: 6:59:38 time: 0.1799 data_time: 0.0091 loss: 1.1228 2023/03/27 08:36:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:36:33 - mmengine - INFO - Epoch(train) [273][ 700/5005] lr: 1.8480e-04 eta: 6:59:20 time: 0.1797 data_time: 0.0098 loss: 1.0284 2023/03/27 08:36:52 - mmengine - INFO - Epoch(train) [273][ 800/5005] lr: 1.8480e-04 eta: 6:59:02 time: 0.1791 data_time: 0.0096 loss: 1.1591 2023/03/27 08:37:11 - mmengine - INFO - Epoch(train) [273][ 900/5005] lr: 1.8480e-04 eta: 6:58:44 time: 0.1807 data_time: 0.0097 loss: 1.2521 2023/03/27 08:37:30 - mmengine - INFO - Epoch(train) [273][1000/5005] lr: 1.8480e-04 eta: 6:58:26 time: 0.1801 data_time: 0.0097 loss: 1.0712 2023/03/27 08:37:49 - mmengine - INFO - Epoch(train) [273][1100/5005] lr: 1.8480e-04 eta: 6:58:08 time: 0.1800 data_time: 0.0095 loss: 1.1121 2023/03/27 08:38:07 - mmengine - INFO - Epoch(train) [273][1200/5005] lr: 1.8480e-04 eta: 6:57:50 time: 0.1810 data_time: 0.0096 loss: 1.0881 2023/03/27 08:38:26 - mmengine - INFO - Epoch(train) [273][1300/5005] lr: 1.8480e-04 eta: 6:57:32 time: 0.1995 data_time: 0.0091 loss: 1.1734 2023/03/27 08:38:45 - mmengine - INFO - Epoch(train) [273][1400/5005] lr: 1.8480e-04 eta: 6:57:14 time: 0.1785 data_time: 0.0096 loss: 1.1770 2023/03/27 08:39:04 - mmengine - INFO - Epoch(train) [273][1500/5005] lr: 1.8480e-04 eta: 6:56:56 time: 0.1900 data_time: 0.0096 loss: 1.2917 2023/03/27 08:39:22 - mmengine - INFO - Epoch(train) [273][1600/5005] lr: 1.8480e-04 eta: 6:56:38 time: 0.1795 data_time: 0.0101 loss: 1.1348 2023/03/27 08:39:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:39:41 - mmengine - INFO - Epoch(train) [273][1700/5005] lr: 1.8480e-04 eta: 6:56:20 time: 0.1796 data_time: 0.0096 loss: 1.1006 2023/03/27 08:40:00 - mmengine - INFO - Epoch(train) [273][1800/5005] lr: 1.8480e-04 eta: 6:56:02 time: 0.2047 data_time: 0.0092 loss: 1.1362 2023/03/27 08:40:19 - mmengine - INFO - Epoch(train) [273][1900/5005] lr: 1.8480e-04 eta: 6:55:44 time: 0.1799 data_time: 0.0093 loss: 1.2541 2023/03/27 08:40:38 - mmengine - INFO - Epoch(train) [273][2000/5005] lr: 1.8480e-04 eta: 6:55:26 time: 0.1799 data_time: 0.0103 loss: 1.0721 2023/03/27 08:40:56 - mmengine - INFO - Epoch(train) [273][2100/5005] lr: 1.8480e-04 eta: 6:55:08 time: 0.1794 data_time: 0.0094 loss: 1.1310 2023/03/27 08:41:15 - mmengine - INFO - Epoch(train) [273][2200/5005] lr: 1.8480e-04 eta: 6:54:50 time: 0.1789 data_time: 0.0092 loss: 1.0848 2023/03/27 08:41:34 - mmengine - INFO - Epoch(train) [273][2300/5005] lr: 1.8480e-04 eta: 6:54:32 time: 0.1814 data_time: 0.0098 loss: 1.3606 2023/03/27 08:41:53 - mmengine - INFO - Epoch(train) [273][2400/5005] lr: 1.8480e-04 eta: 6:54:14 time: 0.1787 data_time: 0.0095 loss: 1.0348 2023/03/27 08:42:12 - mmengine - INFO - Epoch(train) [273][2500/5005] lr: 1.8480e-04 eta: 6:53:56 time: 0.1799 data_time: 0.0095 loss: 1.1764 2023/03/27 08:42:31 - mmengine - INFO - Epoch(train) [273][2600/5005] lr: 1.8480e-04 eta: 6:53:38 time: 0.1814 data_time: 0.0094 loss: 1.1445 2023/03/27 08:42:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:42:50 - mmengine - INFO - Epoch(train) [273][2700/5005] lr: 1.8480e-04 eta: 6:53:20 time: 0.1864 data_time: 0.0093 loss: 1.1581 2023/03/27 08:43:09 - mmengine - INFO - Epoch(train) [273][2800/5005] lr: 1.8480e-04 eta: 6:53:02 time: 0.1798 data_time: 0.0095 loss: 1.2971 2023/03/27 08:43:27 - mmengine - INFO - Epoch(train) [273][2900/5005] lr: 1.8480e-04 eta: 6:52:44 time: 0.1783 data_time: 0.0093 loss: 1.2637 2023/03/27 08:43:46 - mmengine - INFO - Epoch(train) [273][3000/5005] lr: 1.8480e-04 eta: 6:52:26 time: 0.1788 data_time: 0.0095 loss: 1.1153 2023/03/27 08:44:05 - mmengine - INFO - Epoch(train) [273][3100/5005] lr: 1.8480e-04 eta: 6:52:08 time: 0.1813 data_time: 0.0097 loss: 1.1612 2023/03/27 08:44:23 - mmengine - INFO - Epoch(train) [273][3200/5005] lr: 1.8480e-04 eta: 6:51:50 time: 0.1798 data_time: 0.0096 loss: 1.1619 2023/03/27 08:44:42 - mmengine - INFO - Epoch(train) [273][3300/5005] lr: 1.8480e-04 eta: 6:51:32 time: 0.1772 data_time: 0.0091 loss: 1.1879 2023/03/27 08:45:01 - mmengine - INFO - Epoch(train) [273][3400/5005] lr: 1.8480e-04 eta: 6:51:14 time: 0.1795 data_time: 0.0100 loss: 1.1478 2023/03/27 08:45:20 - mmengine - INFO - Epoch(train) [273][3500/5005] lr: 1.8480e-04 eta: 6:50:55 time: 0.1784 data_time: 0.0092 loss: 1.1910 2023/03/27 08:45:39 - mmengine - INFO - Epoch(train) [273][3600/5005] lr: 1.8480e-04 eta: 6:50:37 time: 0.1795 data_time: 0.0093 loss: 1.0723 2023/03/27 08:45:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:45:58 - mmengine - INFO - Epoch(train) [273][3700/5005] lr: 1.8480e-04 eta: 6:50:19 time: 0.1786 data_time: 0.0095 loss: 1.2629 2023/03/27 08:46:16 - mmengine - INFO - Epoch(train) [273][3800/5005] lr: 1.8480e-04 eta: 6:50:01 time: 0.1808 data_time: 0.0095 loss: 1.0834 2023/03/27 08:46:35 - mmengine - INFO - Epoch(train) [273][3900/5005] lr: 1.8480e-04 eta: 6:49:43 time: 0.1795 data_time: 0.0096 loss: 1.2561 2023/03/27 08:46:54 - mmengine - INFO - Epoch(train) [273][4000/5005] lr: 1.8480e-04 eta: 6:49:25 time: 0.1794 data_time: 0.0096 loss: 1.2550 2023/03/27 08:47:13 - mmengine - INFO - Epoch(train) [273][4100/5005] lr: 1.8480e-04 eta: 6:49:07 time: 0.1803 data_time: 0.0096 loss: 1.1157 2023/03/27 08:47:31 - mmengine - INFO - Epoch(train) [273][4200/5005] lr: 1.8480e-04 eta: 6:48:49 time: 0.1795 data_time: 0.0093 loss: 1.0967 2023/03/27 08:47:50 - mmengine - INFO - Epoch(train) [273][4300/5005] lr: 1.8480e-04 eta: 6:48:31 time: 0.1798 data_time: 0.0092 loss: 1.0275 2023/03/27 08:48:09 - mmengine - INFO - Epoch(train) [273][4400/5005] lr: 1.8480e-04 eta: 6:48:13 time: 0.1794 data_time: 0.0090 loss: 1.1539 2023/03/27 08:48:28 - mmengine - INFO - Epoch(train) [273][4500/5005] lr: 1.8480e-04 eta: 6:47:55 time: 0.1798 data_time: 0.0099 loss: 1.1708 2023/03/27 08:48:47 - mmengine - INFO - Epoch(train) [273][4600/5005] lr: 1.8480e-04 eta: 6:47:37 time: 0.1810 data_time: 0.0096 loss: 1.0821 2023/03/27 08:48:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:49:05 - mmengine - INFO - Epoch(train) [273][4700/5005] lr: 1.8480e-04 eta: 6:47:19 time: 0.1814 data_time: 0.0099 loss: 1.0802 2023/03/27 08:49:24 - mmengine - INFO - Epoch(train) [273][4800/5005] lr: 1.8480e-04 eta: 6:47:01 time: 0.1799 data_time: 0.0093 loss: 1.2387 2023/03/27 08:49:43 - mmengine - INFO - Epoch(train) [273][4900/5005] lr: 1.8480e-04 eta: 6:46:43 time: 0.1800 data_time: 0.0098 loss: 1.3529 2023/03/27 08:50:02 - mmengine - INFO - Epoch(train) [273][5000/5005] lr: 1.8480e-04 eta: 6:46:25 time: 0.1762 data_time: 0.0092 loss: 1.2211 2023/03/27 08:50:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:50:03 - mmengine - INFO - Saving checkpoint at 273 epochs 2023/03/27 08:50:12 - mmengine - INFO - Epoch(val) [273][100/196] eta: 0:00:07 time: 0.0653 data_time: 0.0281 2023/03/27 08:50:40 - mmengine - INFO - Epoch(val) [273][196/196] accuracy/top1: 71.6260 accuracy/top5: 90.2500data_time: 0.0690 time: 0.1021 2023/03/27 08:51:00 - mmengine - INFO - Epoch(train) [274][ 100/5005] lr: 1.8111e-04 eta: 6:46:06 time: 0.1801 data_time: 0.0095 loss: 1.1054 2023/03/27 08:51:19 - mmengine - INFO - Epoch(train) [274][ 200/5005] lr: 1.8111e-04 eta: 6:45:48 time: 0.1790 data_time: 0.0092 loss: 1.2135 2023/03/27 08:51:38 - mmengine - INFO - Epoch(train) [274][ 300/5005] lr: 1.8111e-04 eta: 6:45:30 time: 0.1789 data_time: 0.0093 loss: 1.1337 2023/03/27 08:51:56 - mmengine - INFO - Epoch(train) [274][ 400/5005] lr: 1.8111e-04 eta: 6:45:12 time: 0.1780 data_time: 0.0094 loss: 1.1326 2023/03/27 08:52:15 - mmengine - INFO - Epoch(train) [274][ 500/5005] lr: 1.8111e-04 eta: 6:44:54 time: 0.2075 data_time: 0.0091 loss: 1.2523 2023/03/27 08:52:34 - mmengine - INFO - Epoch(train) [274][ 600/5005] lr: 1.8111e-04 eta: 6:44:36 time: 0.1787 data_time: 0.0092 loss: 1.1597 2023/03/27 08:52:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:52:53 - mmengine - INFO - Epoch(train) [274][ 700/5005] lr: 1.8111e-04 eta: 6:44:18 time: 0.1800 data_time: 0.0090 loss: 1.1568 2023/03/27 08:53:11 - mmengine - INFO - Epoch(train) [274][ 800/5005] lr: 1.8111e-04 eta: 6:44:00 time: 0.1793 data_time: 0.0096 loss: 1.0855 2023/03/27 08:53:30 - mmengine - INFO - Epoch(train) [274][ 900/5005] lr: 1.8111e-04 eta: 6:43:42 time: 0.1781 data_time: 0.0090 loss: 1.0873 2023/03/27 08:53:49 - mmengine - INFO - Epoch(train) [274][1000/5005] lr: 1.8111e-04 eta: 6:43:24 time: 0.1782 data_time: 0.0095 loss: 1.1338 2023/03/27 08:54:08 - mmengine - INFO - Epoch(train) [274][1100/5005] lr: 1.8111e-04 eta: 6:43:06 time: 0.1791 data_time: 0.0092 loss: 1.2580 2023/03/27 08:54:26 - mmengine - INFO - Epoch(train) [274][1200/5005] lr: 1.8111e-04 eta: 6:42:48 time: 0.1788 data_time: 0.0094 loss: 1.0642 2023/03/27 08:54:45 - mmengine - INFO - Epoch(train) [274][1300/5005] lr: 1.8111e-04 eta: 6:42:30 time: 0.1795 data_time: 0.0096 loss: 1.2486 2023/03/27 08:55:04 - mmengine - INFO - Epoch(train) [274][1400/5005] lr: 1.8111e-04 eta: 6:42:12 time: 0.1810 data_time: 0.0090 loss: 1.2924 2023/03/27 08:55:23 - mmengine - INFO - Epoch(train) [274][1500/5005] lr: 1.8111e-04 eta: 6:41:54 time: 0.1793 data_time: 0.0093 loss: 1.0979 2023/03/27 08:55:41 - mmengine - INFO - Epoch(train) [274][1600/5005] lr: 1.8111e-04 eta: 6:41:36 time: 0.1787 data_time: 0.0092 loss: 1.3142 2023/03/27 08:55:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:56:00 - mmengine - INFO - Epoch(train) [274][1700/5005] lr: 1.8111e-04 eta: 6:41:18 time: 0.1814 data_time: 0.0101 loss: 1.1570 2023/03/27 08:56:19 - mmengine - INFO - Epoch(train) [274][1800/5005] lr: 1.8111e-04 eta: 6:41:00 time: 0.1984 data_time: 0.0089 loss: 1.1668 2023/03/27 08:56:38 - mmengine - INFO - Epoch(train) [274][1900/5005] lr: 1.8111e-04 eta: 6:40:41 time: 0.1797 data_time: 0.0092 loss: 1.1767 2023/03/27 08:56:57 - mmengine - INFO - Epoch(train) [274][2000/5005] lr: 1.8111e-04 eta: 6:40:23 time: 0.1874 data_time: 0.0093 loss: 1.1902 2023/03/27 08:57:15 - mmengine - INFO - Epoch(train) [274][2100/5005] lr: 1.8111e-04 eta: 6:40:05 time: 0.1906 data_time: 0.0091 loss: 1.0549 2023/03/27 08:57:34 - mmengine - INFO - Epoch(train) [274][2200/5005] lr: 1.8111e-04 eta: 6:39:47 time: 0.1789 data_time: 0.0094 loss: 0.9984 2023/03/27 08:57:53 - mmengine - INFO - Epoch(train) [274][2300/5005] lr: 1.8111e-04 eta: 6:39:29 time: 0.2005 data_time: 0.0090 loss: 1.2734 2023/03/27 08:58:11 - mmengine - INFO - Epoch(train) [274][2400/5005] lr: 1.8111e-04 eta: 6:39:11 time: 0.1794 data_time: 0.0094 loss: 1.1567 2023/03/27 08:58:30 - mmengine - INFO - Epoch(train) [274][2500/5005] lr: 1.8111e-04 eta: 6:38:53 time: 0.1785 data_time: 0.0091 loss: 1.1490 2023/03/27 08:58:48 - mmengine - INFO - Epoch(train) [274][2600/5005] lr: 1.8111e-04 eta: 6:38:35 time: 0.1784 data_time: 0.0091 loss: 1.2197 2023/03/27 08:58:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 08:59:07 - mmengine - INFO - Epoch(train) [274][2700/5005] lr: 1.8111e-04 eta: 6:38:17 time: 0.1794 data_time: 0.0092 loss: 1.1100 2023/03/27 08:59:26 - mmengine - INFO - Epoch(train) [274][2800/5005] lr: 1.8111e-04 eta: 6:37:59 time: 0.1800 data_time: 0.0094 loss: 1.1437 2023/03/27 08:59:45 - mmengine - INFO - Epoch(train) [274][2900/5005] lr: 1.8111e-04 eta: 6:37:41 time: 0.1791 data_time: 0.0089 loss: 1.1278 2023/03/27 09:00:04 - mmengine - INFO - Epoch(train) [274][3000/5005] lr: 1.8111e-04 eta: 6:37:23 time: 0.1809 data_time: 0.0093 loss: 1.1726 2023/03/27 09:00:22 - mmengine - INFO - Epoch(train) [274][3100/5005] lr: 1.8111e-04 eta: 6:37:05 time: 0.1787 data_time: 0.0092 loss: 1.0894 2023/03/27 09:00:41 - mmengine - INFO - Epoch(train) [274][3200/5005] lr: 1.8111e-04 eta: 6:36:47 time: 0.1786 data_time: 0.0092 loss: 1.0477 2023/03/27 09:01:00 - mmengine - INFO - Epoch(train) [274][3300/5005] lr: 1.8111e-04 eta: 6:36:29 time: 0.1998 data_time: 0.0087 loss: 1.1233 2023/03/27 09:01:18 - mmengine - INFO - Epoch(train) [274][3400/5005] lr: 1.8111e-04 eta: 6:36:11 time: 0.1791 data_time: 0.0095 loss: 1.0692 2023/03/27 09:01:38 - mmengine - INFO - Epoch(train) [274][3500/5005] lr: 1.8111e-04 eta: 6:35:53 time: 0.1785 data_time: 0.0087 loss: 0.9668 2023/03/27 09:01:56 - mmengine - INFO - Epoch(train) [274][3600/5005] lr: 1.8111e-04 eta: 6:35:35 time: 0.1800 data_time: 0.0096 loss: 1.2984 2023/03/27 09:02:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:02:15 - mmengine - INFO - Epoch(train) [274][3700/5005] lr: 1.8111e-04 eta: 6:35:17 time: 0.1987 data_time: 0.0087 loss: 1.1836 2023/03/27 09:02:33 - mmengine - INFO - Epoch(train) [274][3800/5005] lr: 1.8111e-04 eta: 6:34:59 time: 0.1798 data_time: 0.0095 loss: 1.0064 2023/03/27 09:02:52 - mmengine - INFO - Epoch(train) [274][3900/5005] lr: 1.8111e-04 eta: 6:34:41 time: 0.1805 data_time: 0.0090 loss: 1.3726 2023/03/27 09:03:11 - mmengine - INFO - Epoch(train) [274][4000/5005] lr: 1.8111e-04 eta: 6:34:23 time: 0.1781 data_time: 0.0093 loss: 1.1371 2023/03/27 09:03:30 - mmengine - INFO - Epoch(train) [274][4100/5005] lr: 1.8111e-04 eta: 6:34:05 time: 0.1782 data_time: 0.0090 loss: 1.1685 2023/03/27 09:03:48 - mmengine - INFO - Epoch(train) [274][4200/5005] lr: 1.8111e-04 eta: 6:33:47 time: 0.1792 data_time: 0.0092 loss: 1.2925 2023/03/27 09:04:07 - mmengine - INFO - Epoch(train) [274][4300/5005] lr: 1.8111e-04 eta: 6:33:29 time: 0.1786 data_time: 0.0091 loss: 1.0384 2023/03/27 09:04:26 - mmengine - INFO - Epoch(train) [274][4400/5005] lr: 1.8111e-04 eta: 6:33:11 time: 0.1793 data_time: 0.0093 loss: 1.2085 2023/03/27 09:04:44 - mmengine - INFO - Epoch(train) [274][4500/5005] lr: 1.8111e-04 eta: 6:32:52 time: 0.1784 data_time: 0.0090 loss: 1.2099 2023/03/27 09:05:03 - mmengine - INFO - Epoch(train) [274][4600/5005] lr: 1.8111e-04 eta: 6:32:34 time: 0.1794 data_time: 0.0091 loss: 1.2897 2023/03/27 09:05:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:05:22 - mmengine - INFO - Epoch(train) [274][4700/5005] lr: 1.8111e-04 eta: 6:32:16 time: 0.1775 data_time: 0.0087 loss: 1.0128 2023/03/27 09:05:41 - mmengine - INFO - Epoch(train) [274][4800/5005] lr: 1.8111e-04 eta: 6:31:58 time: 0.1998 data_time: 0.0090 loss: 1.1303 2023/03/27 09:06:00 - mmengine - INFO - Epoch(train) [274][4900/5005] lr: 1.8111e-04 eta: 6:31:40 time: 0.1915 data_time: 0.0091 loss: 1.1473 2023/03/27 09:06:18 - mmengine - INFO - Epoch(train) [274][5000/5005] lr: 1.8111e-04 eta: 6:31:22 time: 0.1765 data_time: 0.0091 loss: 1.5076 2023/03/27 09:06:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:06:20 - mmengine - INFO - Saving checkpoint at 274 epochs 2023/03/27 09:06:29 - mmengine - INFO - Epoch(val) [274][100/196] eta: 0:00:07 time: 0.0648 data_time: 0.0279 2023/03/27 09:06:57 - mmengine - INFO - Epoch(val) [274][196/196] accuracy/top1: 71.6040 accuracy/top5: 90.3320data_time: 0.0671 time: 0.1006 2023/03/27 09:07:17 - mmengine - INFO - Epoch(train) [275][ 100/5005] lr: 1.7748e-04 eta: 6:31:03 time: 0.1796 data_time: 0.0101 loss: 1.1035 2023/03/27 09:07:36 - mmengine - INFO - Epoch(train) [275][ 200/5005] lr: 1.7748e-04 eta: 6:30:45 time: 0.1790 data_time: 0.0100 loss: 1.3890 2023/03/27 09:07:55 - mmengine - INFO - Epoch(train) [275][ 300/5005] lr: 1.7748e-04 eta: 6:30:27 time: 0.1786 data_time: 0.0097 loss: 1.2879 2023/03/27 09:08:13 - mmengine - INFO - Epoch(train) [275][ 400/5005] lr: 1.7748e-04 eta: 6:30:09 time: 0.1789 data_time: 0.0100 loss: 1.1372 2023/03/27 09:08:32 - mmengine - INFO - Epoch(train) [275][ 500/5005] lr: 1.7748e-04 eta: 6:29:51 time: 0.1783 data_time: 0.0096 loss: 1.3228 2023/03/27 09:08:51 - mmengine - INFO - Epoch(train) [275][ 600/5005] lr: 1.7748e-04 eta: 6:29:33 time: 0.2052 data_time: 0.0094 loss: 1.1891 2023/03/27 09:08:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:09:09 - mmengine - INFO - Epoch(train) [275][ 700/5005] lr: 1.7748e-04 eta: 6:29:15 time: 0.1804 data_time: 0.0104 loss: 1.1183 2023/03/27 09:09:28 - mmengine - INFO - Epoch(train) [275][ 800/5005] lr: 1.7748e-04 eta: 6:28:57 time: 0.1785 data_time: 0.0101 loss: 1.1155 2023/03/27 09:09:47 - mmengine - INFO - Epoch(train) [275][ 900/5005] lr: 1.7748e-04 eta: 6:28:39 time: 0.1797 data_time: 0.0095 loss: 1.1541 2023/03/27 09:10:06 - mmengine - INFO - Epoch(train) [275][1000/5005] lr: 1.7748e-04 eta: 6:28:21 time: 0.1802 data_time: 0.0100 loss: 0.9790 2023/03/27 09:10:25 - mmengine - INFO - Epoch(train) [275][1100/5005] lr: 1.7748e-04 eta: 6:28:03 time: 0.2014 data_time: 0.0096 loss: 1.1854 2023/03/27 09:10:44 - mmengine - INFO - Epoch(train) [275][1200/5005] lr: 1.7748e-04 eta: 6:27:45 time: 0.1793 data_time: 0.0097 loss: 1.0829 2023/03/27 09:11:02 - mmengine - INFO - Epoch(train) [275][1300/5005] lr: 1.7748e-04 eta: 6:27:27 time: 0.1798 data_time: 0.0097 loss: 1.0577 2023/03/27 09:11:21 - mmengine - INFO - Epoch(train) [275][1400/5005] lr: 1.7748e-04 eta: 6:27:09 time: 0.1798 data_time: 0.0095 loss: 1.2077 2023/03/27 09:11:40 - mmengine - INFO - Epoch(train) [275][1500/5005] lr: 1.7748e-04 eta: 6:26:51 time: 0.1793 data_time: 0.0097 loss: 1.1098 2023/03/27 09:11:59 - mmengine - INFO - Epoch(train) [275][1600/5005] lr: 1.7748e-04 eta: 6:26:33 time: 0.1809 data_time: 0.0096 loss: 1.1089 2023/03/27 09:12:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:12:18 - mmengine - INFO - Epoch(train) [275][1700/5005] lr: 1.7748e-04 eta: 6:26:15 time: 0.2124 data_time: 0.0095 loss: 1.1355 2023/03/27 09:12:37 - mmengine - INFO - Epoch(train) [275][1800/5005] lr: 1.7748e-04 eta: 6:25:57 time: 0.1775 data_time: 0.0093 loss: 1.2321 2023/03/27 09:12:55 - mmengine - INFO - Epoch(train) [275][1900/5005] lr: 1.7748e-04 eta: 6:25:39 time: 0.1794 data_time: 0.0097 loss: 1.3231 2023/03/27 09:13:14 - mmengine - INFO - Epoch(train) [275][2000/5005] lr: 1.7748e-04 eta: 6:25:21 time: 0.1807 data_time: 0.0100 loss: 1.1595 2023/03/27 09:13:32 - mmengine - INFO - Epoch(train) [275][2100/5005] lr: 1.7748e-04 eta: 6:25:03 time: 0.1785 data_time: 0.0092 loss: 1.0397 2023/03/27 09:13:51 - mmengine - INFO - Epoch(train) [275][2200/5005] lr: 1.7748e-04 eta: 6:24:45 time: 0.1791 data_time: 0.0096 loss: 1.1784 2023/03/27 09:14:10 - mmengine - INFO - Epoch(train) [275][2300/5005] lr: 1.7748e-04 eta: 6:24:27 time: 0.1809 data_time: 0.0104 loss: 1.2104 2023/03/27 09:14:29 - mmengine - INFO - Epoch(train) [275][2400/5005] lr: 1.7748e-04 eta: 6:24:09 time: 0.1785 data_time: 0.0095 loss: 1.2386 2023/03/27 09:14:48 - mmengine - INFO - Epoch(train) [275][2500/5005] lr: 1.7748e-04 eta: 6:23:51 time: 0.1783 data_time: 0.0093 loss: 1.1888 2023/03/27 09:15:06 - mmengine - INFO - Epoch(train) [275][2600/5005] lr: 1.7748e-04 eta: 6:23:33 time: 0.1790 data_time: 0.0096 loss: 0.9563 2023/03/27 09:15:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:15:25 - mmengine - INFO - Epoch(train) [275][2700/5005] lr: 1.7748e-04 eta: 6:23:15 time: 0.1809 data_time: 0.0099 loss: 1.0871 2023/03/27 09:15:44 - mmengine - INFO - Epoch(train) [275][2800/5005] lr: 1.7748e-04 eta: 6:22:57 time: 0.1784 data_time: 0.0095 loss: 1.2251 2023/03/27 09:16:03 - mmengine - INFO - Epoch(train) [275][2900/5005] lr: 1.7748e-04 eta: 6:22:38 time: 0.1805 data_time: 0.0101 loss: 1.2156 2023/03/27 09:16:22 - mmengine - INFO - Epoch(train) [275][3000/5005] lr: 1.7748e-04 eta: 6:22:20 time: 0.1798 data_time: 0.0096 loss: 1.2576 2023/03/27 09:16:40 - mmengine - INFO - Epoch(train) [275][3100/5005] lr: 1.7748e-04 eta: 6:22:02 time: 0.1799 data_time: 0.0101 loss: 1.1536 2023/03/27 09:16:59 - mmengine - INFO - Epoch(train) [275][3200/5005] lr: 1.7748e-04 eta: 6:21:44 time: 0.1796 data_time: 0.0098 loss: 1.0916 2023/03/27 09:17:18 - mmengine - INFO - Epoch(train) [275][3300/5005] lr: 1.7748e-04 eta: 6:21:26 time: 0.1800 data_time: 0.0098 loss: 1.1723 2023/03/27 09:17:37 - mmengine - INFO - Epoch(train) [275][3400/5005] lr: 1.7748e-04 eta: 6:21:08 time: 0.1792 data_time: 0.0097 loss: 1.1640 2023/03/27 09:17:56 - mmengine - INFO - Epoch(train) [275][3500/5005] lr: 1.7748e-04 eta: 6:20:50 time: 0.1792 data_time: 0.0092 loss: 1.1429 2023/03/27 09:18:14 - mmengine - INFO - Epoch(train) [275][3600/5005] lr: 1.7748e-04 eta: 6:20:32 time: 0.1792 data_time: 0.0097 loss: 1.1669 2023/03/27 09:18:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:18:33 - mmengine - INFO - Epoch(train) [275][3700/5005] lr: 1.7748e-04 eta: 6:20:14 time: 0.1806 data_time: 0.0099 loss: 1.1431 2023/03/27 09:18:52 - mmengine - INFO - Epoch(train) [275][3800/5005] lr: 1.7748e-04 eta: 6:19:56 time: 0.1790 data_time: 0.0099 loss: 1.0956 2023/03/27 09:19:11 - mmengine - INFO - Epoch(train) [275][3900/5005] lr: 1.7748e-04 eta: 6:19:38 time: 0.1796 data_time: 0.0100 loss: 1.1593 2023/03/27 09:19:29 - mmengine - INFO - Epoch(train) [275][4000/5005] lr: 1.7748e-04 eta: 6:19:20 time: 0.1799 data_time: 0.0099 loss: 1.0897 2023/03/27 09:19:48 - mmengine - INFO - Epoch(train) [275][4100/5005] lr: 1.7748e-04 eta: 6:19:02 time: 0.1786 data_time: 0.0098 loss: 1.0554 2023/03/27 09:20:07 - mmengine - INFO - Epoch(train) [275][4200/5005] lr: 1.7748e-04 eta: 6:18:44 time: 0.1785 data_time: 0.0092 loss: 1.1350 2023/03/27 09:20:26 - mmengine - INFO - Epoch(train) [275][4300/5005] lr: 1.7748e-04 eta: 6:18:26 time: 0.1803 data_time: 0.0099 loss: 1.1738 2023/03/27 09:20:44 - mmengine - INFO - Epoch(train) [275][4400/5005] lr: 1.7748e-04 eta: 6:18:08 time: 0.1792 data_time: 0.0102 loss: 1.2986 2023/03/27 09:21:03 - mmengine - INFO - Epoch(train) [275][4500/5005] lr: 1.7748e-04 eta: 6:17:50 time: 0.1793 data_time: 0.0096 loss: 0.9621 2023/03/27 09:21:22 - mmengine - INFO - Epoch(train) [275][4600/5005] lr: 1.7748e-04 eta: 6:17:32 time: 0.1804 data_time: 0.0097 loss: 1.4039 2023/03/27 09:21:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:21:40 - mmengine - INFO - Epoch(train) [275][4700/5005] lr: 1.7748e-04 eta: 6:17:14 time: 0.1796 data_time: 0.0098 loss: 1.2322 2023/03/27 09:21:59 - mmengine - INFO - Epoch(train) [275][4800/5005] lr: 1.7748e-04 eta: 6:16:56 time: 0.1797 data_time: 0.0100 loss: 1.0161 2023/03/27 09:22:18 - mmengine - INFO - Epoch(train) [275][4900/5005] lr: 1.7748e-04 eta: 6:16:38 time: 0.1804 data_time: 0.0097 loss: 1.2258 2023/03/27 09:22:37 - mmengine - INFO - Epoch(train) [275][5000/5005] lr: 1.7748e-04 eta: 6:16:20 time: 0.1786 data_time: 0.0103 loss: 1.0407 2023/03/27 09:22:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:22:38 - mmengine - INFO - Saving checkpoint at 275 epochs 2023/03/27 09:22:47 - mmengine - INFO - Epoch(val) [275][100/196] eta: 0:00:07 time: 0.0704 data_time: 0.0334 2023/03/27 09:23:15 - mmengine - INFO - Epoch(val) [275][196/196] accuracy/top1: 71.5700 accuracy/top5: 90.2460data_time: 0.0602 time: 0.0916 2023/03/27 09:23:35 - mmengine - INFO - Epoch(train) [276][ 100/5005] lr: 1.7393e-04 eta: 6:16:01 time: 0.1784 data_time: 0.0093 loss: 1.1369 2023/03/27 09:23:54 - mmengine - INFO - Epoch(train) [276][ 200/5005] lr: 1.7393e-04 eta: 6:15:43 time: 0.1791 data_time: 0.0094 loss: 0.9720 2023/03/27 09:24:13 - mmengine - INFO - Epoch(train) [276][ 300/5005] lr: 1.7393e-04 eta: 6:15:25 time: 0.1799 data_time: 0.0093 loss: 1.0139 2023/03/27 09:24:31 - mmengine - INFO - Epoch(train) [276][ 400/5005] lr: 1.7393e-04 eta: 6:15:07 time: 0.1793 data_time: 0.0095 loss: 1.1444 2023/03/27 09:24:50 - mmengine - INFO - Epoch(train) [276][ 500/5005] lr: 1.7393e-04 eta: 6:14:49 time: 0.1789 data_time: 0.0096 loss: 1.1943 2023/03/27 09:25:09 - mmengine - INFO - Epoch(train) [276][ 600/5005] lr: 1.7393e-04 eta: 6:14:31 time: 0.1794 data_time: 0.0092 loss: 1.0151 2023/03/27 09:25:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:25:28 - mmengine - INFO - Epoch(train) [276][ 700/5005] lr: 1.7393e-04 eta: 6:14:13 time: 0.2019 data_time: 0.0095 loss: 1.1237 2023/03/27 09:25:46 - mmengine - INFO - Epoch(train) [276][ 800/5005] lr: 1.7393e-04 eta: 6:13:55 time: 0.1786 data_time: 0.0090 loss: 1.1436 2023/03/27 09:26:05 - mmengine - INFO - Epoch(train) [276][ 900/5005] lr: 1.7393e-04 eta: 6:13:37 time: 0.1791 data_time: 0.0095 loss: 1.0953 2023/03/27 09:26:24 - mmengine - INFO - Epoch(train) [276][1000/5005] lr: 1.7393e-04 eta: 6:13:19 time: 0.1791 data_time: 0.0090 loss: 1.1425 2023/03/27 09:26:43 - mmengine - INFO - Epoch(train) [276][1100/5005] lr: 1.7393e-04 eta: 6:13:01 time: 0.1793 data_time: 0.0095 loss: 1.0097 2023/03/27 09:27:02 - mmengine - INFO - Epoch(train) [276][1200/5005] lr: 1.7393e-04 eta: 6:12:43 time: 0.1906 data_time: 0.0093 loss: 1.2930 2023/03/27 09:27:21 - mmengine - INFO - Epoch(train) [276][1300/5005] lr: 1.7393e-04 eta: 6:12:24 time: 0.1797 data_time: 0.0093 loss: 1.1057 2023/03/27 09:27:39 - mmengine - INFO - Epoch(train) [276][1400/5005] lr: 1.7393e-04 eta: 6:12:06 time: 0.1803 data_time: 0.0095 loss: 1.2781 2023/03/27 09:27:58 - mmengine - INFO - Epoch(train) [276][1500/5005] lr: 1.7393e-04 eta: 6:11:48 time: 0.1805 data_time: 0.0093 loss: 1.0587 2023/03/27 09:28:17 - mmengine - INFO - Epoch(train) [276][1600/5005] lr: 1.7393e-04 eta: 6:11:30 time: 0.1791 data_time: 0.0091 loss: 1.0938 2023/03/27 09:28:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:28:36 - mmengine - INFO - Epoch(train) [276][1700/5005] lr: 1.7393e-04 eta: 6:11:12 time: 0.1799 data_time: 0.0092 loss: 1.1739 2023/03/27 09:28:54 - mmengine - INFO - Epoch(train) [276][1800/5005] lr: 1.7393e-04 eta: 6:10:54 time: 0.1789 data_time: 0.0095 loss: 1.1911 2023/03/27 09:29:13 - mmengine - INFO - Epoch(train) [276][1900/5005] lr: 1.7393e-04 eta: 6:10:36 time: 0.1790 data_time: 0.0090 loss: 1.0177 2023/03/27 09:29:32 - mmengine - INFO - Epoch(train) [276][2000/5005] lr: 1.7393e-04 eta: 6:10:18 time: 0.1794 data_time: 0.0096 loss: 1.2170 2023/03/27 09:29:51 - mmengine - INFO - Epoch(train) [276][2100/5005] lr: 1.7393e-04 eta: 6:10:00 time: 0.1794 data_time: 0.0094 loss: 1.1871 2023/03/27 09:30:10 - mmengine - INFO - Epoch(train) [276][2200/5005] lr: 1.7393e-04 eta: 6:09:42 time: 0.1805 data_time: 0.0096 loss: 1.2418 2023/03/27 09:30:28 - mmengine - INFO - Epoch(train) [276][2300/5005] lr: 1.7393e-04 eta: 6:09:24 time: 0.1795 data_time: 0.0094 loss: 1.2980 2023/03/27 09:30:47 - mmengine - INFO - Epoch(train) [276][2400/5005] lr: 1.7393e-04 eta: 6:09:06 time: 0.1790 data_time: 0.0093 loss: 1.1140 2023/03/27 09:31:06 - mmengine - INFO - Epoch(train) [276][2500/5005] lr: 1.7393e-04 eta: 6:08:48 time: 0.1801 data_time: 0.0095 loss: 1.2129 2023/03/27 09:31:25 - mmengine - INFO - Epoch(train) [276][2600/5005] lr: 1.7393e-04 eta: 6:08:30 time: 0.1798 data_time: 0.0093 loss: 1.2646 2023/03/27 09:31:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:31:44 - mmengine - INFO - Epoch(train) [276][2700/5005] lr: 1.7393e-04 eta: 6:08:12 time: 0.1797 data_time: 0.0093 loss: 1.0883 2023/03/27 09:32:03 - mmengine - INFO - Epoch(train) [276][2800/5005] lr: 1.7393e-04 eta: 6:07:54 time: 0.1788 data_time: 0.0091 loss: 1.0272 2023/03/27 09:32:22 - mmengine - INFO - Epoch(train) [276][2900/5005] lr: 1.7393e-04 eta: 6:07:36 time: 0.1912 data_time: 0.0092 loss: 1.1560 2023/03/27 09:32:40 - mmengine - INFO - Epoch(train) [276][3000/5005] lr: 1.7393e-04 eta: 6:07:18 time: 0.1783 data_time: 0.0092 loss: 1.2179 2023/03/27 09:32:59 - mmengine - INFO - Epoch(train) [276][3100/5005] lr: 1.7393e-04 eta: 6:07:00 time: 0.1788 data_time: 0.0092 loss: 1.0661 2023/03/27 09:33:17 - mmengine - INFO - Epoch(train) [276][3200/5005] lr: 1.7393e-04 eta: 6:06:42 time: 0.1798 data_time: 0.0095 loss: 1.2178 2023/03/27 09:33:36 - mmengine - INFO - Epoch(train) [276][3300/5005] lr: 1.7393e-04 eta: 6:06:24 time: 0.1798 data_time: 0.0091 loss: 1.2661 2023/03/27 09:33:55 - mmengine - INFO - Epoch(train) [276][3400/5005] lr: 1.7393e-04 eta: 6:06:06 time: 0.1816 data_time: 0.0092 loss: 1.1629 2023/03/27 09:34:14 - mmengine - INFO - Epoch(train) [276][3500/5005] lr: 1.7393e-04 eta: 6:05:48 time: 0.2032 data_time: 0.0090 loss: 1.1399 2023/03/27 09:34:33 - mmengine - INFO - Epoch(train) [276][3600/5005] lr: 1.7393e-04 eta: 6:05:30 time: 0.1793 data_time: 0.0095 loss: 1.2302 2023/03/27 09:34:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:34:52 - mmengine - INFO - Epoch(train) [276][3700/5005] lr: 1.7393e-04 eta: 6:05:12 time: 0.1797 data_time: 0.0092 loss: 1.1162 2023/03/27 09:35:11 - mmengine - INFO - Epoch(train) [276][3800/5005] lr: 1.7393e-04 eta: 6:04:54 time: 0.1796 data_time: 0.0095 loss: 1.0992 2023/03/27 09:35:29 - mmengine - INFO - Epoch(train) [276][3900/5005] lr: 1.7393e-04 eta: 6:04:36 time: 0.1801 data_time: 0.0095 loss: 1.2941 2023/03/27 09:35:48 - mmengine - INFO - Epoch(train) [276][4000/5005] lr: 1.7393e-04 eta: 6:04:17 time: 0.1791 data_time: 0.0092 loss: 1.1635 2023/03/27 09:36:07 - mmengine - INFO - Epoch(train) [276][4100/5005] lr: 1.7393e-04 eta: 6:03:59 time: 0.1800 data_time: 0.0094 loss: 1.4106 2023/03/27 09:36:25 - mmengine - INFO - Epoch(train) [276][4200/5005] lr: 1.7393e-04 eta: 6:03:41 time: 0.1814 data_time: 0.0092 loss: 1.0381 2023/03/27 09:36:44 - mmengine - INFO - Epoch(train) [276][4300/5005] lr: 1.7393e-04 eta: 6:03:23 time: 0.1801 data_time: 0.0096 loss: 1.0616 2023/03/27 09:37:03 - mmengine - INFO - Epoch(train) [276][4400/5005] lr: 1.7393e-04 eta: 6:03:05 time: 0.1808 data_time: 0.0094 loss: 1.2555 2023/03/27 09:37:22 - mmengine - INFO - Epoch(train) [276][4500/5005] lr: 1.7393e-04 eta: 6:02:47 time: 0.1801 data_time: 0.0095 loss: 1.1005 2023/03/27 09:37:41 - mmengine - INFO - Epoch(train) [276][4600/5005] lr: 1.7393e-04 eta: 6:02:29 time: 0.1800 data_time: 0.0096 loss: 1.0236 2023/03/27 09:37:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:37:59 - mmengine - INFO - Epoch(train) [276][4700/5005] lr: 1.7393e-04 eta: 6:02:11 time: 0.1791 data_time: 0.0093 loss: 1.2509 2023/03/27 09:38:18 - mmengine - INFO - Epoch(train) [276][4800/5005] lr: 1.7393e-04 eta: 6:01:53 time: 0.1803 data_time: 0.0095 loss: 1.1891 2023/03/27 09:38:37 - mmengine - INFO - Epoch(train) [276][4900/5005] lr: 1.7393e-04 eta: 6:01:35 time: 0.1796 data_time: 0.0098 loss: 1.2995 2023/03/27 09:38:56 - mmengine - INFO - Epoch(train) [276][5000/5005] lr: 1.7393e-04 eta: 6:01:17 time: 0.1789 data_time: 0.0096 loss: 1.3519 2023/03/27 09:38:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:38:57 - mmengine - INFO - Saving checkpoint at 276 epochs 2023/03/27 09:39:06 - mmengine - INFO - Epoch(val) [276][100/196] eta: 0:00:07 time: 0.0648 data_time: 0.0269 2023/03/27 09:39:34 - mmengine - INFO - Epoch(val) [276][196/196] accuracy/top1: 71.6120 accuracy/top5: 90.2260data_time: 0.0667 time: 0.0988 2023/03/27 09:39:54 - mmengine - INFO - Epoch(train) [277][ 100/5005] lr: 1.7045e-04 eta: 6:00:58 time: 0.1798 data_time: 0.0095 loss: 1.2426 2023/03/27 09:40:12 - mmengine - INFO - Epoch(train) [277][ 200/5005] lr: 1.7045e-04 eta: 6:00:40 time: 0.1789 data_time: 0.0095 loss: 1.2230 2023/03/27 09:40:31 - mmengine - INFO - Epoch(train) [277][ 300/5005] lr: 1.7045e-04 eta: 6:00:22 time: 0.1804 data_time: 0.0100 loss: 1.1557 2023/03/27 09:40:50 - mmengine - INFO - Epoch(train) [277][ 400/5005] lr: 1.7045e-04 eta: 6:00:04 time: 0.2024 data_time: 0.0088 loss: 1.2457 2023/03/27 09:41:09 - mmengine - INFO - Epoch(train) [277][ 500/5005] lr: 1.7045e-04 eta: 5:59:46 time: 0.1784 data_time: 0.0092 loss: 1.1670 2023/03/27 09:41:28 - mmengine - INFO - Epoch(train) [277][ 600/5005] lr: 1.7045e-04 eta: 5:59:28 time: 0.1785 data_time: 0.0091 loss: 1.2921 2023/03/27 09:41:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:41:47 - mmengine - INFO - Epoch(train) [277][ 700/5005] lr: 1.7045e-04 eta: 5:59:10 time: 0.2200 data_time: 0.0090 loss: 1.4779 2023/03/27 09:42:06 - mmengine - INFO - Epoch(train) [277][ 800/5005] lr: 1.7045e-04 eta: 5:58:52 time: 0.1979 data_time: 0.0093 loss: 1.2772 2023/03/27 09:42:24 - mmengine - INFO - Epoch(train) [277][ 900/5005] lr: 1.7045e-04 eta: 5:58:34 time: 0.1789 data_time: 0.0098 loss: 1.2163 2023/03/27 09:42:43 - mmengine - INFO - Epoch(train) [277][1000/5005] lr: 1.7045e-04 eta: 5:58:16 time: 0.1806 data_time: 0.0095 loss: 1.1484 2023/03/27 09:43:02 - mmengine - INFO - Epoch(train) [277][1100/5005] lr: 1.7045e-04 eta: 5:57:58 time: 0.1789 data_time: 0.0090 loss: 1.1781 2023/03/27 09:43:20 - mmengine - INFO - Epoch(train) [277][1200/5005] lr: 1.7045e-04 eta: 5:57:40 time: 0.1803 data_time: 0.0097 loss: 1.1703 2023/03/27 09:43:39 - mmengine - INFO - Epoch(train) [277][1300/5005] lr: 1.7045e-04 eta: 5:57:22 time: 0.1796 data_time: 0.0095 loss: 1.1424 2023/03/27 09:43:58 - mmengine - INFO - Epoch(train) [277][1400/5005] lr: 1.7045e-04 eta: 5:57:04 time: 0.1815 data_time: 0.0096 loss: 1.0749 2023/03/27 09:44:17 - mmengine - INFO - Epoch(train) [277][1500/5005] lr: 1.7045e-04 eta: 5:56:46 time: 0.1788 data_time: 0.0092 loss: 1.0689 2023/03/27 09:44:36 - mmengine - INFO - Epoch(train) [277][1600/5005] lr: 1.7045e-04 eta: 5:56:28 time: 0.1802 data_time: 0.0096 loss: 1.1618 2023/03/27 09:44:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:44:54 - mmengine - INFO - Epoch(train) [277][1700/5005] lr: 1.7045e-04 eta: 5:56:10 time: 0.1800 data_time: 0.0093 loss: 1.1221 2023/03/27 09:45:13 - mmengine - INFO - Epoch(train) [277][1800/5005] lr: 1.7045e-04 eta: 5:55:52 time: 0.1803 data_time: 0.0098 loss: 1.1374 2023/03/27 09:45:32 - mmengine - INFO - Epoch(train) [277][1900/5005] lr: 1.7045e-04 eta: 5:55:34 time: 0.1805 data_time: 0.0091 loss: 1.1334 2023/03/27 09:45:50 - mmengine - INFO - Epoch(train) [277][2000/5005] lr: 1.7045e-04 eta: 5:55:16 time: 0.1790 data_time: 0.0098 loss: 1.1314 2023/03/27 09:46:09 - mmengine - INFO - Epoch(train) [277][2100/5005] lr: 1.7045e-04 eta: 5:54:58 time: 0.1798 data_time: 0.0094 loss: 1.0517 2023/03/27 09:46:29 - mmengine - INFO - Epoch(train) [277][2200/5005] lr: 1.7045e-04 eta: 5:54:40 time: 0.1799 data_time: 0.0099 loss: 1.1664 2023/03/27 09:46:47 - mmengine - INFO - Epoch(train) [277][2300/5005] lr: 1.7045e-04 eta: 5:54:22 time: 0.1797 data_time: 0.0090 loss: 1.4267 2023/03/27 09:47:06 - mmengine - INFO - Epoch(train) [277][2400/5005] lr: 1.7045e-04 eta: 5:54:03 time: 0.1792 data_time: 0.0095 loss: 1.1386 2023/03/27 09:47:25 - mmengine - INFO - Epoch(train) [277][2500/5005] lr: 1.7045e-04 eta: 5:53:45 time: 0.1795 data_time: 0.0097 loss: 1.1124 2023/03/27 09:47:43 - mmengine - INFO - Epoch(train) [277][2600/5005] lr: 1.7045e-04 eta: 5:53:27 time: 0.1799 data_time: 0.0095 loss: 1.2301 2023/03/27 09:47:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:48:02 - mmengine - INFO - Epoch(train) [277][2700/5005] lr: 1.7045e-04 eta: 5:53:09 time: 0.1803 data_time: 0.0093 loss: 1.2391 2023/03/27 09:48:21 - mmengine - INFO - Epoch(train) [277][2800/5005] lr: 1.7045e-04 eta: 5:52:51 time: 0.1785 data_time: 0.0093 loss: 1.1450 2023/03/27 09:48:40 - mmengine - INFO - Epoch(train) [277][2900/5005] lr: 1.7045e-04 eta: 5:52:33 time: 0.1791 data_time: 0.0092 loss: 1.1989 2023/03/27 09:48:59 - mmengine - INFO - Epoch(train) [277][3000/5005] lr: 1.7045e-04 eta: 5:52:15 time: 0.1794 data_time: 0.0094 loss: 1.0891 2023/03/27 09:49:18 - mmengine - INFO - Epoch(train) [277][3100/5005] lr: 1.7045e-04 eta: 5:51:57 time: 0.1783 data_time: 0.0092 loss: 1.2174 2023/03/27 09:49:36 - mmengine - INFO - Epoch(train) [277][3200/5005] lr: 1.7045e-04 eta: 5:51:39 time: 0.1795 data_time: 0.0097 loss: 1.1121 2023/03/27 09:49:55 - mmengine - INFO - Epoch(train) [277][3300/5005] lr: 1.7045e-04 eta: 5:51:21 time: 0.1804 data_time: 0.0098 loss: 1.1092 2023/03/27 09:50:14 - mmengine - INFO - Epoch(train) [277][3400/5005] lr: 1.7045e-04 eta: 5:51:03 time: 0.2024 data_time: 0.0091 loss: 1.2072 2023/03/27 09:50:32 - mmengine - INFO - Epoch(train) [277][3500/5005] lr: 1.7045e-04 eta: 5:50:45 time: 0.1815 data_time: 0.0091 loss: 1.0706 2023/03/27 09:50:51 - mmengine - INFO - Epoch(train) [277][3600/5005] lr: 1.7045e-04 eta: 5:50:27 time: 0.1817 data_time: 0.0099 loss: 0.9085 2023/03/27 09:50:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:51:10 - mmengine - INFO - Epoch(train) [277][3700/5005] lr: 1.7045e-04 eta: 5:50:09 time: 0.1789 data_time: 0.0096 loss: 1.2286 2023/03/27 09:51:29 - mmengine - INFO - Epoch(train) [277][3800/5005] lr: 1.7045e-04 eta: 5:49:51 time: 0.1797 data_time: 0.0097 loss: 1.1276 2023/03/27 09:51:48 - mmengine - INFO - Epoch(train) [277][3900/5005] lr: 1.7045e-04 eta: 5:49:33 time: 0.1802 data_time: 0.0099 loss: 1.0310 2023/03/27 09:52:07 - mmengine - INFO - Epoch(train) [277][4000/5005] lr: 1.7045e-04 eta: 5:49:15 time: 0.1807 data_time: 0.0095 loss: 1.1503 2023/03/27 09:52:25 - mmengine - INFO - Epoch(train) [277][4100/5005] lr: 1.7045e-04 eta: 5:48:57 time: 0.1805 data_time: 0.0095 loss: 1.0456 2023/03/27 09:52:44 - mmengine - INFO - Epoch(train) [277][4200/5005] lr: 1.7045e-04 eta: 5:48:39 time: 0.1792 data_time: 0.0095 loss: 1.1961 2023/03/27 09:53:03 - mmengine - INFO - Epoch(train) [277][4300/5005] lr: 1.7045e-04 eta: 5:48:21 time: 0.1796 data_time: 0.0096 loss: 1.2229 2023/03/27 09:53:22 - mmengine - INFO - Epoch(train) [277][4400/5005] lr: 1.7045e-04 eta: 5:48:03 time: 0.1800 data_time: 0.0094 loss: 1.0443 2023/03/27 09:53:41 - mmengine - INFO - Epoch(train) [277][4500/5005] lr: 1.7045e-04 eta: 5:47:45 time: 0.1783 data_time: 0.0092 loss: 1.2091 2023/03/27 09:53:59 - mmengine - INFO - Epoch(train) [277][4600/5005] lr: 1.7045e-04 eta: 5:47:27 time: 0.1787 data_time: 0.0091 loss: 1.1134 2023/03/27 09:54:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:54:18 - mmengine - INFO - Epoch(train) [277][4700/5005] lr: 1.7045e-04 eta: 5:47:09 time: 0.1805 data_time: 0.0098 loss: 1.1691 2023/03/27 09:54:37 - mmengine - INFO - Epoch(train) [277][4800/5005] lr: 1.7045e-04 eta: 5:46:51 time: 0.1792 data_time: 0.0093 loss: 1.2707 2023/03/27 09:54:56 - mmengine - INFO - Epoch(train) [277][4900/5005] lr: 1.7045e-04 eta: 5:46:33 time: 0.1801 data_time: 0.0094 loss: 1.1783 2023/03/27 09:55:14 - mmengine - INFO - Epoch(train) [277][5000/5005] lr: 1.7045e-04 eta: 5:46:15 time: 0.1765 data_time: 0.0094 loss: 1.1701 2023/03/27 09:55:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:55:16 - mmengine - INFO - Saving checkpoint at 277 epochs 2023/03/27 09:55:24 - mmengine - INFO - Epoch(val) [277][100/196] eta: 0:00:07 time: 0.0651 data_time: 0.0271 2023/03/27 09:55:53 - mmengine - INFO - Epoch(val) [277][196/196] accuracy/top1: 71.6220 accuracy/top5: 90.2220data_time: 0.0693 time: 0.1028 2023/03/27 09:56:13 - mmengine - INFO - Epoch(train) [278][ 100/5005] lr: 1.6705e-04 eta: 5:45:56 time: 0.1917 data_time: 0.0090 loss: 1.2596 2023/03/27 09:56:32 - mmengine - INFO - Epoch(train) [278][ 200/5005] lr: 1.6705e-04 eta: 5:45:38 time: 0.1787 data_time: 0.0089 loss: 1.2675 2023/03/27 09:56:51 - mmengine - INFO - Epoch(train) [278][ 300/5005] lr: 1.6705e-04 eta: 5:45:20 time: 0.1787 data_time: 0.0090 loss: 1.1323 2023/03/27 09:57:10 - mmengine - INFO - Epoch(train) [278][ 400/5005] lr: 1.6705e-04 eta: 5:45:02 time: 0.1787 data_time: 0.0088 loss: 0.9672 2023/03/27 09:57:28 - mmengine - INFO - Epoch(train) [278][ 500/5005] lr: 1.6705e-04 eta: 5:44:44 time: 0.1785 data_time: 0.0089 loss: 1.1185 2023/03/27 09:57:47 - mmengine - INFO - Epoch(train) [278][ 600/5005] lr: 1.6705e-04 eta: 5:44:25 time: 0.1802 data_time: 0.0094 loss: 1.1377 2023/03/27 09:57:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 09:58:06 - mmengine - INFO - Epoch(train) [278][ 700/5005] lr: 1.6705e-04 eta: 5:44:07 time: 0.1927 data_time: 0.0090 loss: 1.1206 2023/03/27 09:58:24 - mmengine - INFO - Epoch(train) [278][ 800/5005] lr: 1.6705e-04 eta: 5:43:49 time: 0.1784 data_time: 0.0091 loss: 1.2070 2023/03/27 09:58:43 - mmengine - INFO - Epoch(train) [278][ 900/5005] lr: 1.6705e-04 eta: 5:43:31 time: 0.1796 data_time: 0.0091 loss: 1.3795 2023/03/27 09:59:02 - mmengine - INFO - Epoch(train) [278][1000/5005] lr: 1.6705e-04 eta: 5:43:13 time: 0.1793 data_time: 0.0090 loss: 1.1262 2023/03/27 09:59:20 - mmengine - INFO - Epoch(train) [278][1100/5005] lr: 1.6705e-04 eta: 5:42:55 time: 0.1792 data_time: 0.0089 loss: 1.2946 2023/03/27 09:59:39 - mmengine - INFO - Epoch(train) [278][1200/5005] lr: 1.6705e-04 eta: 5:42:37 time: 0.1990 data_time: 0.0086 loss: 1.3984 2023/03/27 09:59:58 - mmengine - INFO - Epoch(train) [278][1300/5005] lr: 1.6705e-04 eta: 5:42:19 time: 0.1823 data_time: 0.0092 loss: 1.1621 2023/03/27 10:00:17 - mmengine - INFO - Epoch(train) [278][1400/5005] lr: 1.6705e-04 eta: 5:42:01 time: 0.1915 data_time: 0.0087 loss: 1.2994 2023/03/27 10:00:35 - mmengine - INFO - Epoch(train) [278][1500/5005] lr: 1.6705e-04 eta: 5:41:43 time: 0.1779 data_time: 0.0084 loss: 1.2943 2023/03/27 10:00:54 - mmengine - INFO - Epoch(train) [278][1600/5005] lr: 1.6705e-04 eta: 5:41:25 time: 0.1799 data_time: 0.0092 loss: 1.0845 2023/03/27 10:00:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:01:12 - mmengine - INFO - Epoch(train) [278][1700/5005] lr: 1.6705e-04 eta: 5:41:07 time: 0.1804 data_time: 0.0093 loss: 1.1316 2023/03/27 10:01:31 - mmengine - INFO - Epoch(train) [278][1800/5005] lr: 1.6705e-04 eta: 5:40:49 time: 0.1796 data_time: 0.0092 loss: 1.2220 2023/03/27 10:01:50 - mmengine - INFO - Epoch(train) [278][1900/5005] lr: 1.6705e-04 eta: 5:40:31 time: 0.1797 data_time: 0.0093 loss: 1.4171 2023/03/27 10:02:09 - mmengine - INFO - Epoch(train) [278][2000/5005] lr: 1.6705e-04 eta: 5:40:13 time: 0.1780 data_time: 0.0088 loss: 1.0678 2023/03/27 10:02:28 - mmengine - INFO - Epoch(train) [278][2100/5005] lr: 1.6705e-04 eta: 5:39:55 time: 0.1788 data_time: 0.0089 loss: 1.1482 2023/03/27 10:02:46 - mmengine - INFO - Epoch(train) [278][2200/5005] lr: 1.6705e-04 eta: 5:39:37 time: 0.1790 data_time: 0.0090 loss: 1.2207 2023/03/27 10:03:05 - mmengine - INFO - Epoch(train) [278][2300/5005] lr: 1.6705e-04 eta: 5:39:19 time: 0.1789 data_time: 0.0092 loss: 1.2333 2023/03/27 10:03:24 - mmengine - INFO - Epoch(train) [278][2400/5005] lr: 1.6705e-04 eta: 5:39:01 time: 0.1788 data_time: 0.0092 loss: 1.3284 2023/03/27 10:03:42 - mmengine - INFO - Epoch(train) [278][2500/5005] lr: 1.6705e-04 eta: 5:38:43 time: 0.1798 data_time: 0.0094 loss: 1.1853 2023/03/27 10:04:01 - mmengine - INFO - Epoch(train) [278][2600/5005] lr: 1.6705e-04 eta: 5:38:25 time: 0.2023 data_time: 0.0088 loss: 1.1691 2023/03/27 10:04:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:04:20 - mmengine - INFO - Epoch(train) [278][2700/5005] lr: 1.6705e-04 eta: 5:38:07 time: 0.1792 data_time: 0.0093 loss: 0.9919 2023/03/27 10:04:38 - mmengine - INFO - Epoch(train) [278][2800/5005] lr: 1.6705e-04 eta: 5:37:49 time: 0.1795 data_time: 0.0093 loss: 0.9935 2023/03/27 10:04:57 - mmengine - INFO - Epoch(train) [278][2900/5005] lr: 1.6705e-04 eta: 5:37:31 time: 0.2020 data_time: 0.0090 loss: 1.2163 2023/03/27 10:05:16 - mmengine - INFO - Epoch(train) [278][3000/5005] lr: 1.6705e-04 eta: 5:37:13 time: 0.1794 data_time: 0.0095 loss: 1.1615 2023/03/27 10:05:35 - mmengine - INFO - Epoch(train) [278][3100/5005] lr: 1.6705e-04 eta: 5:36:54 time: 0.1784 data_time: 0.0088 loss: 1.0720 2023/03/27 10:05:53 - mmengine - INFO - Epoch(train) [278][3200/5005] lr: 1.6705e-04 eta: 5:36:36 time: 0.1786 data_time: 0.0089 loss: 1.2165 2023/03/27 10:06:12 - mmengine - INFO - Epoch(train) [278][3300/5005] lr: 1.6705e-04 eta: 5:36:18 time: 0.1789 data_time: 0.0090 loss: 1.1187 2023/03/27 10:06:30 - mmengine - INFO - Epoch(train) [278][3400/5005] lr: 1.6705e-04 eta: 5:36:00 time: 0.1798 data_time: 0.0094 loss: 1.1084 2023/03/27 10:06:49 - mmengine - INFO - Epoch(train) [278][3500/5005] lr: 1.6705e-04 eta: 5:35:42 time: 0.1801 data_time: 0.0091 loss: 1.0888 2023/03/27 10:07:08 - mmengine - INFO - Epoch(train) [278][3600/5005] lr: 1.6705e-04 eta: 5:35:24 time: 0.1781 data_time: 0.0088 loss: 1.1076 2023/03/27 10:07:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:07:27 - mmengine - INFO - Epoch(train) [278][3700/5005] lr: 1.6705e-04 eta: 5:35:06 time: 0.1790 data_time: 0.0091 loss: 1.4002 2023/03/27 10:07:46 - mmengine - INFO - Epoch(train) [278][3800/5005] lr: 1.6705e-04 eta: 5:34:48 time: 0.1795 data_time: 0.0092 loss: 1.1133 2023/03/27 10:08:05 - mmengine - INFO - Epoch(train) [278][3900/5005] lr: 1.6705e-04 eta: 5:34:30 time: 0.1799 data_time: 0.0091 loss: 1.0715 2023/03/27 10:08:23 - mmengine - INFO - Epoch(train) [278][4000/5005] lr: 1.6705e-04 eta: 5:34:12 time: 0.1777 data_time: 0.0089 loss: 1.0971 2023/03/27 10:08:42 - mmengine - INFO - Epoch(train) [278][4100/5005] lr: 1.6705e-04 eta: 5:33:54 time: 0.1795 data_time: 0.0087 loss: 1.1428 2023/03/27 10:09:00 - mmengine - INFO - Epoch(train) [278][4200/5005] lr: 1.6705e-04 eta: 5:33:36 time: 0.1905 data_time: 0.0090 loss: 1.1816 2023/03/27 10:09:19 - mmengine - INFO - Epoch(train) [278][4300/5005] lr: 1.6705e-04 eta: 5:33:18 time: 0.1789 data_time: 0.0089 loss: 1.1951 2023/03/27 10:09:38 - mmengine - INFO - Epoch(train) [278][4400/5005] lr: 1.6705e-04 eta: 5:33:00 time: 0.1790 data_time: 0.0096 loss: 1.3117 2023/03/27 10:09:57 - mmengine - INFO - Epoch(train) [278][4500/5005] lr: 1.6705e-04 eta: 5:32:42 time: 0.1793 data_time: 0.0094 loss: 1.1485 2023/03/27 10:10:15 - mmengine - INFO - Epoch(train) [278][4600/5005] lr: 1.6705e-04 eta: 5:32:24 time: 0.1842 data_time: 0.0093 loss: 1.2343 2023/03/27 10:10:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:10:34 - mmengine - INFO - Epoch(train) [278][4700/5005] lr: 1.6705e-04 eta: 5:32:06 time: 0.1785 data_time: 0.0087 loss: 0.9473 2023/03/27 10:10:53 - mmengine - INFO - Epoch(train) [278][4800/5005] lr: 1.6705e-04 eta: 5:31:48 time: 0.1812 data_time: 0.0095 loss: 1.0551 2023/03/27 10:11:12 - mmengine - INFO - Epoch(train) [278][4900/5005] lr: 1.6705e-04 eta: 5:31:30 time: 0.1797 data_time: 0.0094 loss: 1.2824 2023/03/27 10:11:30 - mmengine - INFO - Epoch(train) [278][5000/5005] lr: 1.6705e-04 eta: 5:31:12 time: 0.1760 data_time: 0.0091 loss: 1.0918 2023/03/27 10:11:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:11:31 - mmengine - INFO - Saving checkpoint at 278 epochs 2023/03/27 10:11:40 - mmengine - INFO - Epoch(val) [278][100/196] eta: 0:00:07 time: 0.0640 data_time: 0.0270 2023/03/27 10:12:09 - mmengine - INFO - Epoch(val) [278][196/196] accuracy/top1: 71.6300 accuracy/top5: 90.2260data_time: 0.0701 time: 0.1018 2023/03/27 10:12:29 - mmengine - INFO - Epoch(train) [279][ 100/5005] lr: 1.6370e-04 eta: 5:30:53 time: 0.1777 data_time: 0.0088 loss: 1.0874 2023/03/27 10:12:48 - mmengine - INFO - Epoch(train) [279][ 200/5005] lr: 1.6370e-04 eta: 5:30:35 time: 0.1773 data_time: 0.0087 loss: 1.1301 2023/03/27 10:13:06 - mmengine - INFO - Epoch(train) [279][ 300/5005] lr: 1.6370e-04 eta: 5:30:17 time: 0.1795 data_time: 0.0092 loss: 1.1110 2023/03/27 10:13:25 - mmengine - INFO - Epoch(train) [279][ 400/5005] lr: 1.6370e-04 eta: 5:29:59 time: 0.1799 data_time: 0.0092 loss: 1.0611 2023/03/27 10:13:44 - mmengine - INFO - Epoch(train) [279][ 500/5005] lr: 1.6370e-04 eta: 5:29:41 time: 0.1783 data_time: 0.0087 loss: 1.2205 2023/03/27 10:14:02 - mmengine - INFO - Epoch(train) [279][ 600/5005] lr: 1.6370e-04 eta: 5:29:23 time: 0.1778 data_time: 0.0088 loss: 0.9702 2023/03/27 10:14:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:14:21 - mmengine - INFO - Epoch(train) [279][ 700/5005] lr: 1.6370e-04 eta: 5:29:04 time: 0.1779 data_time: 0.0087 loss: 1.2076 2023/03/27 10:14:40 - mmengine - INFO - Epoch(train) [279][ 800/5005] lr: 1.6370e-04 eta: 5:28:46 time: 0.1785 data_time: 0.0087 loss: 1.0815 2023/03/27 10:14:59 - mmengine - INFO - Epoch(train) [279][ 900/5005] lr: 1.6370e-04 eta: 5:28:28 time: 0.1779 data_time: 0.0088 loss: 1.1379 2023/03/27 10:15:17 - mmengine - INFO - Epoch(train) [279][1000/5005] lr: 1.6370e-04 eta: 5:28:10 time: 0.1788 data_time: 0.0089 loss: 1.1011 2023/03/27 10:15:36 - mmengine - INFO - Epoch(train) [279][1100/5005] lr: 1.6370e-04 eta: 5:27:52 time: 0.1776 data_time: 0.0088 loss: 1.2735 2023/03/27 10:15:55 - mmengine - INFO - Epoch(train) [279][1200/5005] lr: 1.6370e-04 eta: 5:27:34 time: 0.1795 data_time: 0.0090 loss: 1.2003 2023/03/27 10:16:13 - mmengine - INFO - Epoch(train) [279][1300/5005] lr: 1.6370e-04 eta: 5:27:16 time: 0.1807 data_time: 0.0091 loss: 1.0523 2023/03/27 10:16:32 - mmengine - INFO - Epoch(train) [279][1400/5005] lr: 1.6370e-04 eta: 5:26:58 time: 0.1785 data_time: 0.0088 loss: 1.1180 2023/03/27 10:16:51 - mmengine - INFO - Epoch(train) [279][1500/5005] lr: 1.6370e-04 eta: 5:26:40 time: 0.1780 data_time: 0.0089 loss: 1.2543 2023/03/27 10:17:09 - mmengine - INFO - Epoch(train) [279][1600/5005] lr: 1.6370e-04 eta: 5:26:22 time: 0.1783 data_time: 0.0088 loss: 1.1271 2023/03/27 10:17:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:17:28 - mmengine - INFO - Epoch(train) [279][1700/5005] lr: 1.6370e-04 eta: 5:26:04 time: 0.1970 data_time: 0.0085 loss: 1.1958 2023/03/27 10:17:47 - mmengine - INFO - Epoch(train) [279][1800/5005] lr: 1.6370e-04 eta: 5:25:46 time: 0.1796 data_time: 0.0089 loss: 1.1003 2023/03/27 10:18:05 - mmengine - INFO - Epoch(train) [279][1900/5005] lr: 1.6370e-04 eta: 5:25:28 time: 0.1780 data_time: 0.0087 loss: 1.0983 2023/03/27 10:18:24 - mmengine - INFO - Epoch(train) [279][2000/5005] lr: 1.6370e-04 eta: 5:25:10 time: 0.1789 data_time: 0.0089 loss: 1.0827 2023/03/27 10:18:43 - mmengine - INFO - Epoch(train) [279][2100/5005] lr: 1.6370e-04 eta: 5:24:52 time: 0.1774 data_time: 0.0084 loss: 1.2619 2023/03/27 10:19:02 - mmengine - INFO - Epoch(train) [279][2200/5005] lr: 1.6370e-04 eta: 5:24:34 time: 0.1850 data_time: 0.0090 loss: 1.1524 2023/03/27 10:19:20 - mmengine - INFO - Epoch(train) [279][2300/5005] lr: 1.6370e-04 eta: 5:24:16 time: 0.1773 data_time: 0.0088 loss: 1.2893 2023/03/27 10:19:39 - mmengine - INFO - Epoch(train) [279][2400/5005] lr: 1.6370e-04 eta: 5:23:58 time: 0.1786 data_time: 0.0088 loss: 1.2370 2023/03/27 10:19:58 - mmengine - INFO - Epoch(train) [279][2500/5005] lr: 1.6370e-04 eta: 5:23:40 time: 0.1799 data_time: 0.0092 loss: 1.2278 2023/03/27 10:20:17 - mmengine - INFO - Epoch(train) [279][2600/5005] lr: 1.6370e-04 eta: 5:23:22 time: 0.1791 data_time: 0.0091 loss: 1.0451 2023/03/27 10:20:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:20:35 - mmengine - INFO - Epoch(train) [279][2700/5005] lr: 1.6370e-04 eta: 5:23:04 time: 0.1777 data_time: 0.0089 loss: 1.1817 2023/03/27 10:20:54 - mmengine - INFO - Epoch(train) [279][2800/5005] lr: 1.6370e-04 eta: 5:22:46 time: 0.1782 data_time: 0.0089 loss: 1.2944 2023/03/27 10:21:12 - mmengine - INFO - Epoch(train) [279][2900/5005] lr: 1.6370e-04 eta: 5:22:27 time: 0.1787 data_time: 0.0090 loss: 1.0222 2023/03/27 10:21:31 - mmengine - INFO - Epoch(train) [279][3000/5005] lr: 1.6370e-04 eta: 5:22:09 time: 0.1998 data_time: 0.0086 loss: 1.1348 2023/03/27 10:21:50 - mmengine - INFO - Epoch(train) [279][3100/5005] lr: 1.6370e-04 eta: 5:21:51 time: 0.1890 data_time: 0.0085 loss: 1.2890 2023/03/27 10:22:08 - mmengine - INFO - Epoch(train) [279][3200/5005] lr: 1.6370e-04 eta: 5:21:33 time: 0.1782 data_time: 0.0085 loss: 1.1117 2023/03/27 10:22:27 - mmengine - INFO - Epoch(train) [279][3300/5005] lr: 1.6370e-04 eta: 5:21:15 time: 0.1792 data_time: 0.0093 loss: 1.1979 2023/03/27 10:22:46 - mmengine - INFO - Epoch(train) [279][3400/5005] lr: 1.6370e-04 eta: 5:20:57 time: 0.1804 data_time: 0.0094 loss: 1.0326 2023/03/27 10:23:05 - mmengine - INFO - Epoch(train) [279][3500/5005] lr: 1.6370e-04 eta: 5:20:39 time: 0.1788 data_time: 0.0088 loss: 1.2107 2023/03/27 10:23:23 - mmengine - INFO - Epoch(train) [279][3600/5005] lr: 1.6370e-04 eta: 5:20:21 time: 0.1778 data_time: 0.0089 loss: 1.2224 2023/03/27 10:23:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:23:42 - mmengine - INFO - Epoch(train) [279][3700/5005] lr: 1.6370e-04 eta: 5:20:03 time: 0.1779 data_time: 0.0086 loss: 1.1749 2023/03/27 10:24:00 - mmengine - INFO - Epoch(train) [279][3800/5005] lr: 1.6370e-04 eta: 5:19:45 time: 0.1789 data_time: 0.0091 loss: 1.1274 2023/03/27 10:24:19 - mmengine - INFO - Epoch(train) [279][3900/5005] lr: 1.6370e-04 eta: 5:19:27 time: 0.1777 data_time: 0.0086 loss: 1.2267 2023/03/27 10:24:38 - mmengine - INFO - Epoch(train) [279][4000/5005] lr: 1.6370e-04 eta: 5:19:09 time: 0.1983 data_time: 0.0088 loss: 1.2344 2023/03/27 10:24:57 - mmengine - INFO - Epoch(train) [279][4100/5005] lr: 1.6370e-04 eta: 5:18:51 time: 0.1980 data_time: 0.0082 loss: 1.2274 2023/03/27 10:25:15 - mmengine - INFO - Epoch(train) [279][4200/5005] lr: 1.6370e-04 eta: 5:18:33 time: 0.1779 data_time: 0.0087 loss: 1.2208 2023/03/27 10:25:34 - mmengine - INFO - Epoch(train) [279][4300/5005] lr: 1.6370e-04 eta: 5:18:15 time: 0.1920 data_time: 0.0085 loss: 1.1981 2023/03/27 10:25:53 - mmengine - INFO - Epoch(train) [279][4400/5005] lr: 1.6370e-04 eta: 5:17:57 time: 0.1791 data_time: 0.0089 loss: 1.2446 2023/03/27 10:26:11 - mmengine - INFO - Epoch(train) [279][4500/5005] lr: 1.6370e-04 eta: 5:17:39 time: 0.1816 data_time: 0.0086 loss: 1.1330 2023/03/27 10:26:30 - mmengine - INFO - Epoch(train) [279][4600/5005] lr: 1.6370e-04 eta: 5:17:21 time: 0.1792 data_time: 0.0090 loss: 1.0063 2023/03/27 10:26:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:26:49 - mmengine - INFO - Epoch(train) [279][4700/5005] lr: 1.6370e-04 eta: 5:17:03 time: 0.1785 data_time: 0.0090 loss: 0.9556 2023/03/27 10:27:07 - mmengine - INFO - Epoch(train) [279][4800/5005] lr: 1.6370e-04 eta: 5:16:45 time: 0.1778 data_time: 0.0087 loss: 1.1477 2023/03/27 10:27:26 - mmengine - INFO - Epoch(train) [279][4900/5005] lr: 1.6370e-04 eta: 5:16:27 time: 0.1786 data_time: 0.0091 loss: 1.0588 2023/03/27 10:27:45 - mmengine - INFO - Epoch(train) [279][5000/5005] lr: 1.6370e-04 eta: 5:16:08 time: 0.1782 data_time: 0.0091 loss: 1.1903 2023/03/27 10:27:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:27:46 - mmengine - INFO - Saving checkpoint at 279 epochs 2023/03/27 10:27:55 - mmengine - INFO - Epoch(val) [279][100/196] eta: 0:00:07 time: 0.0652 data_time: 0.0274 2023/03/27 10:28:24 - mmengine - INFO - Epoch(val) [279][196/196] accuracy/top1: 71.7240 accuracy/top5: 90.2700data_time: 0.0695 time: 0.1023 2023/03/27 10:28:44 - mmengine - INFO - Epoch(train) [280][ 100/5005] lr: 1.6043e-04 eta: 5:15:50 time: 0.1790 data_time: 0.0094 loss: 1.1160 2023/03/27 10:29:03 - mmengine - INFO - Epoch(train) [280][ 200/5005] lr: 1.6043e-04 eta: 5:15:32 time: 0.1780 data_time: 0.0089 loss: 1.1451 2023/03/27 10:29:21 - mmengine - INFO - Epoch(train) [280][ 300/5005] lr: 1.6043e-04 eta: 5:15:14 time: 0.1785 data_time: 0.0090 loss: 1.3844 2023/03/27 10:29:40 - mmengine - INFO - Epoch(train) [280][ 400/5005] lr: 1.6043e-04 eta: 5:14:56 time: 0.1788 data_time: 0.0093 loss: 1.0525 2023/03/27 10:29:59 - mmengine - INFO - Epoch(train) [280][ 500/5005] lr: 1.6043e-04 eta: 5:14:37 time: 0.1805 data_time: 0.0089 loss: 1.1193 2023/03/27 10:30:18 - mmengine - INFO - Epoch(train) [280][ 600/5005] lr: 1.6043e-04 eta: 5:14:19 time: 0.2069 data_time: 0.0094 loss: 1.2079 2023/03/27 10:30:19 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:30:37 - mmengine - INFO - Epoch(train) [280][ 700/5005] lr: 1.6043e-04 eta: 5:14:01 time: 0.1787 data_time: 0.0090 loss: 1.0759 2023/03/27 10:30:55 - mmengine - INFO - Epoch(train) [280][ 800/5005] lr: 1.6043e-04 eta: 5:13:43 time: 0.1788 data_time: 0.0087 loss: 1.1358 2023/03/27 10:31:14 - mmengine - INFO - Epoch(train) [280][ 900/5005] lr: 1.6043e-04 eta: 5:13:25 time: 0.1794 data_time: 0.0091 loss: 1.1454 2023/03/27 10:31:33 - mmengine - INFO - Epoch(train) [280][1000/5005] lr: 1.6043e-04 eta: 5:13:07 time: 0.1801 data_time: 0.0090 loss: 0.8615 2023/03/27 10:31:52 - mmengine - INFO - Epoch(train) [280][1100/5005] lr: 1.6043e-04 eta: 5:12:49 time: 0.1783 data_time: 0.0090 loss: 1.1637 2023/03/27 10:32:10 - mmengine - INFO - Epoch(train) [280][1200/5005] lr: 1.6043e-04 eta: 5:12:31 time: 0.1791 data_time: 0.0091 loss: 1.2479 2023/03/27 10:32:29 - mmengine - INFO - Epoch(train) [280][1300/5005] lr: 1.6043e-04 eta: 5:12:13 time: 0.1791 data_time: 0.0091 loss: 1.1323 2023/03/27 10:32:48 - mmengine - INFO - Epoch(train) [280][1400/5005] lr: 1.6043e-04 eta: 5:11:55 time: 0.1792 data_time: 0.0093 loss: 1.2055 2023/03/27 10:33:07 - mmengine - INFO - Epoch(train) [280][1500/5005] lr: 1.6043e-04 eta: 5:11:37 time: 0.1795 data_time: 0.0094 loss: 1.0373 2023/03/27 10:33:26 - mmengine - INFO - Epoch(train) [280][1600/5005] lr: 1.6043e-04 eta: 5:11:19 time: 0.1792 data_time: 0.0092 loss: 1.0610 2023/03/27 10:33:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:33:44 - mmengine - INFO - Epoch(train) [280][1700/5005] lr: 1.6043e-04 eta: 5:11:01 time: 0.1797 data_time: 0.0092 loss: 1.2500 2023/03/27 10:34:03 - mmengine - INFO - Epoch(train) [280][1800/5005] lr: 1.6043e-04 eta: 5:10:43 time: 0.1793 data_time: 0.0092 loss: 1.0377 2023/03/27 10:34:22 - mmengine - INFO - Epoch(train) [280][1900/5005] lr: 1.6043e-04 eta: 5:10:25 time: 0.1793 data_time: 0.0094 loss: 1.2051 2023/03/27 10:34:40 - mmengine - INFO - Epoch(train) [280][2000/5005] lr: 1.6043e-04 eta: 5:10:07 time: 0.1785 data_time: 0.0090 loss: 1.3831 2023/03/27 10:34:59 - mmengine - INFO - Epoch(train) [280][2100/5005] lr: 1.6043e-04 eta: 5:09:49 time: 0.1792 data_time: 0.0094 loss: 0.9064 2023/03/27 10:35:18 - mmengine - INFO - Epoch(train) [280][2200/5005] lr: 1.6043e-04 eta: 5:09:31 time: 0.1791 data_time: 0.0089 loss: 0.9767 2023/03/27 10:35:37 - mmengine - INFO - Epoch(train) [280][2300/5005] lr: 1.6043e-04 eta: 5:09:13 time: 0.1796 data_time: 0.0094 loss: 1.2085 2023/03/27 10:35:56 - mmengine - INFO - Epoch(train) [280][2400/5005] lr: 1.6043e-04 eta: 5:08:55 time: 0.1795 data_time: 0.0092 loss: 1.0603 2023/03/27 10:36:14 - mmengine - INFO - Epoch(train) [280][2500/5005] lr: 1.6043e-04 eta: 5:08:37 time: 0.1791 data_time: 0.0091 loss: 1.0504 2023/03/27 10:36:33 - mmengine - INFO - Epoch(train) [280][2600/5005] lr: 1.6043e-04 eta: 5:08:19 time: 0.1783 data_time: 0.0088 loss: 0.9877 2023/03/27 10:36:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:36:52 - mmengine - INFO - Epoch(train) [280][2700/5005] lr: 1.6043e-04 eta: 5:08:01 time: 0.1791 data_time: 0.0091 loss: 1.1757 2023/03/27 10:37:11 - mmengine - INFO - Epoch(train) [280][2800/5005] lr: 1.6043e-04 eta: 5:07:43 time: 0.1792 data_time: 0.0090 loss: 1.0978 2023/03/27 10:37:29 - mmengine - INFO - Epoch(train) [280][2900/5005] lr: 1.6043e-04 eta: 5:07:24 time: 0.1788 data_time: 0.0095 loss: 1.1482 2023/03/27 10:37:48 - mmengine - INFO - Epoch(train) [280][3000/5005] lr: 1.6043e-04 eta: 5:07:06 time: 0.1950 data_time: 0.0093 loss: 1.1299 2023/03/27 10:38:07 - mmengine - INFO - Epoch(train) [280][3100/5005] lr: 1.6043e-04 eta: 5:06:48 time: 0.1796 data_time: 0.0093 loss: 1.0233 2023/03/27 10:38:26 - mmengine - INFO - Epoch(train) [280][3200/5005] lr: 1.6043e-04 eta: 5:06:30 time: 0.1800 data_time: 0.0089 loss: 1.2112 2023/03/27 10:38:45 - mmengine - INFO - Epoch(train) [280][3300/5005] lr: 1.6043e-04 eta: 5:06:12 time: 0.1804 data_time: 0.0092 loss: 1.1718 2023/03/27 10:39:03 - mmengine - INFO - Epoch(train) [280][3400/5005] lr: 1.6043e-04 eta: 5:05:54 time: 0.1793 data_time: 0.0090 loss: 1.1535 2023/03/27 10:39:22 - mmengine - INFO - Epoch(train) [280][3500/5005] lr: 1.6043e-04 eta: 5:05:36 time: 0.1786 data_time: 0.0090 loss: 1.1953 2023/03/27 10:39:41 - mmengine - INFO - Epoch(train) [280][3600/5005] lr: 1.6043e-04 eta: 5:05:18 time: 0.2208 data_time: 0.0092 loss: 1.0527 2023/03/27 10:39:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:40:00 - mmengine - INFO - Epoch(train) [280][3700/5005] lr: 1.6043e-04 eta: 5:05:00 time: 0.1801 data_time: 0.0092 loss: 1.1053 2023/03/27 10:40:18 - mmengine - INFO - Epoch(train) [280][3800/5005] lr: 1.6043e-04 eta: 5:04:42 time: 0.1785 data_time: 0.0092 loss: 1.1711 2023/03/27 10:40:37 - mmengine - INFO - Epoch(train) [280][3900/5005] lr: 1.6043e-04 eta: 5:04:24 time: 0.1795 data_time: 0.0094 loss: 1.2191 2023/03/27 10:40:56 - mmengine - INFO - Epoch(train) [280][4000/5005] lr: 1.6043e-04 eta: 5:04:06 time: 0.2091 data_time: 0.0090 loss: 1.2763 2023/03/27 10:41:15 - mmengine - INFO - Epoch(train) [280][4100/5005] lr: 1.6043e-04 eta: 5:03:48 time: 0.1791 data_time: 0.0093 loss: 1.2175 2023/03/27 10:41:34 - mmengine - INFO - Epoch(train) [280][4200/5005] lr: 1.6043e-04 eta: 5:03:30 time: 0.1801 data_time: 0.0098 loss: 1.1876 2023/03/27 10:41:52 - mmengine - INFO - Epoch(train) [280][4300/5005] lr: 1.6043e-04 eta: 5:03:12 time: 0.1907 data_time: 0.0096 loss: 1.1246 2023/03/27 10:42:11 - mmengine - INFO - Epoch(train) [280][4400/5005] lr: 1.6043e-04 eta: 5:02:54 time: 0.1791 data_time: 0.0089 loss: 1.0557 2023/03/27 10:42:30 - mmengine - INFO - Epoch(train) [280][4500/5005] lr: 1.6043e-04 eta: 5:02:36 time: 0.1793 data_time: 0.0092 loss: 1.0661 2023/03/27 10:42:48 - mmengine - INFO - Epoch(train) [280][4600/5005] lr: 1.6043e-04 eta: 5:02:18 time: 0.1791 data_time: 0.0090 loss: 1.0812 2023/03/27 10:42:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:43:07 - mmengine - INFO - Epoch(train) [280][4700/5005] lr: 1.6043e-04 eta: 5:02:00 time: 0.1788 data_time: 0.0089 loss: 1.0298 2023/03/27 10:43:26 - mmengine - INFO - Epoch(train) [280][4800/5005] lr: 1.6043e-04 eta: 5:01:42 time: 0.1794 data_time: 0.0093 loss: 1.2865 2023/03/27 10:43:45 - mmengine - INFO - Epoch(train) [280][4900/5005] lr: 1.6043e-04 eta: 5:01:24 time: 0.1790 data_time: 0.0092 loss: 1.1111 2023/03/27 10:44:04 - mmengine - INFO - Epoch(train) [280][5000/5005] lr: 1.6043e-04 eta: 5:01:06 time: 0.1774 data_time: 0.0092 loss: 1.0584 2023/03/27 10:44:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:44:05 - mmengine - INFO - Saving checkpoint at 280 epochs 2023/03/27 10:44:14 - mmengine - INFO - Epoch(val) [280][100/196] eta: 0:00:07 time: 0.0665 data_time: 0.0277 2023/03/27 10:44:43 - mmengine - INFO - Epoch(val) [280][196/196] accuracy/top1: 71.6620 accuracy/top5: 90.2240data_time: 0.0685 time: 0.1011 2023/03/27 10:45:02 - mmengine - INFO - Epoch(train) [281][ 100/5005] lr: 1.5722e-04 eta: 5:00:47 time: 0.1788 data_time: 0.0097 loss: 1.3473 2023/03/27 10:45:21 - mmengine - INFO - Epoch(train) [281][ 200/5005] lr: 1.5722e-04 eta: 5:00:29 time: 0.1792 data_time: 0.0096 loss: 1.0451 2023/03/27 10:45:40 - mmengine - INFO - Epoch(train) [281][ 300/5005] lr: 1.5722e-04 eta: 5:00:11 time: 0.1791 data_time: 0.0095 loss: 1.1219 2023/03/27 10:45:58 - mmengine - INFO - Epoch(train) [281][ 400/5005] lr: 1.5722e-04 eta: 4:59:53 time: 0.1772 data_time: 0.0092 loss: 1.1914 2023/03/27 10:46:17 - mmengine - INFO - Epoch(train) [281][ 500/5005] lr: 1.5722e-04 eta: 4:59:35 time: 0.1795 data_time: 0.0095 loss: 1.1010 2023/03/27 10:46:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:46:36 - mmengine - INFO - Epoch(train) [281][ 600/5005] lr: 1.5722e-04 eta: 4:59:17 time: 0.1791 data_time: 0.0099 loss: 1.1627 2023/03/27 10:46:55 - mmengine - INFO - Epoch(train) [281][ 700/5005] lr: 1.5722e-04 eta: 4:58:58 time: 0.1792 data_time: 0.0096 loss: 1.2472 2023/03/27 10:47:14 - mmengine - INFO - Epoch(train) [281][ 800/5005] lr: 1.5722e-04 eta: 4:58:40 time: 0.1781 data_time: 0.0094 loss: 1.3242 2023/03/27 10:47:32 - mmengine - INFO - Epoch(train) [281][ 900/5005] lr: 1.5722e-04 eta: 4:58:22 time: 0.1789 data_time: 0.0102 loss: 1.2120 2023/03/27 10:47:51 - mmengine - INFO - Epoch(train) [281][1000/5005] lr: 1.5722e-04 eta: 4:58:04 time: 0.1787 data_time: 0.0096 loss: 1.0961 2023/03/27 10:48:10 - mmengine - INFO - Epoch(train) [281][1100/5005] lr: 1.5722e-04 eta: 4:57:46 time: 0.1801 data_time: 0.0099 loss: 1.2830 2023/03/27 10:48:29 - mmengine - INFO - Epoch(train) [281][1200/5005] lr: 1.5722e-04 eta: 4:57:28 time: 0.1801 data_time: 0.0099 loss: 1.1658 2023/03/27 10:48:48 - mmengine - INFO - Epoch(train) [281][1300/5005] lr: 1.5722e-04 eta: 4:57:10 time: 0.1802 data_time: 0.0097 loss: 1.1448 2023/03/27 10:49:06 - mmengine - INFO - Epoch(train) [281][1400/5005] lr: 1.5722e-04 eta: 4:56:52 time: 0.1802 data_time: 0.0097 loss: 1.1772 2023/03/27 10:49:25 - mmengine - INFO - Epoch(train) [281][1500/5005] lr: 1.5722e-04 eta: 4:56:34 time: 0.1803 data_time: 0.0101 loss: 1.1180 2023/03/27 10:49:44 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:49:44 - mmengine - INFO - Epoch(train) [281][1600/5005] lr: 1.5722e-04 eta: 4:56:16 time: 0.1826 data_time: 0.0103 loss: 1.2116 2023/03/27 10:50:03 - mmengine - INFO - Epoch(train) [281][1700/5005] lr: 1.5722e-04 eta: 4:55:58 time: 0.1795 data_time: 0.0098 loss: 1.2204 2023/03/27 10:50:22 - mmengine - INFO - Epoch(train) [281][1800/5005] lr: 1.5722e-04 eta: 4:55:40 time: 0.1797 data_time: 0.0097 loss: 1.2111 2023/03/27 10:50:41 - mmengine - INFO - Epoch(train) [281][1900/5005] lr: 1.5722e-04 eta: 4:55:22 time: 0.2026 data_time: 0.0095 loss: 1.1937 2023/03/27 10:50:59 - mmengine - INFO - Epoch(train) [281][2000/5005] lr: 1.5722e-04 eta: 4:55:04 time: 0.1795 data_time: 0.0099 loss: 1.2140 2023/03/27 10:51:18 - mmengine - INFO - Epoch(train) [281][2100/5005] lr: 1.5722e-04 eta: 4:54:46 time: 0.1795 data_time: 0.0097 loss: 1.2285 2023/03/27 10:51:37 - mmengine - INFO - Epoch(train) [281][2200/5005] lr: 1.5722e-04 eta: 4:54:28 time: 0.1789 data_time: 0.0093 loss: 1.0420 2023/03/27 10:51:56 - mmengine - INFO - Epoch(train) [281][2300/5005] lr: 1.5722e-04 eta: 4:54:10 time: 0.1802 data_time: 0.0105 loss: 1.2824 2023/03/27 10:52:14 - mmengine - INFO - Epoch(train) [281][2400/5005] lr: 1.5722e-04 eta: 4:53:52 time: 0.1794 data_time: 0.0100 loss: 1.2283 2023/03/27 10:52:33 - mmengine - INFO - Epoch(train) [281][2500/5005] lr: 1.5722e-04 eta: 4:53:34 time: 0.2028 data_time: 0.0096 loss: 1.1946 2023/03/27 10:52:52 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:52:52 - mmengine - INFO - Epoch(train) [281][2600/5005] lr: 1.5722e-04 eta: 4:53:16 time: 0.1796 data_time: 0.0096 loss: 1.0731 2023/03/27 10:53:11 - mmengine - INFO - Epoch(train) [281][2700/5005] lr: 1.5722e-04 eta: 4:52:58 time: 0.1797 data_time: 0.0098 loss: 1.2787 2023/03/27 10:53:30 - mmengine - INFO - Epoch(train) [281][2800/5005] lr: 1.5722e-04 eta: 4:52:40 time: 0.1809 data_time: 0.0097 loss: 1.0107 2023/03/27 10:53:49 - mmengine - INFO - Epoch(train) [281][2900/5005] lr: 1.5722e-04 eta: 4:52:22 time: 0.1794 data_time: 0.0099 loss: 1.1554 2023/03/27 10:54:07 - mmengine - INFO - Epoch(train) [281][3000/5005] lr: 1.5722e-04 eta: 4:52:04 time: 0.1800 data_time: 0.0100 loss: 1.0718 2023/03/27 10:54:26 - mmengine - INFO - Epoch(train) [281][3100/5005] lr: 1.5722e-04 eta: 4:51:46 time: 0.1792 data_time: 0.0101 loss: 1.1463 2023/03/27 10:54:45 - mmengine - INFO - Epoch(train) [281][3200/5005] lr: 1.5722e-04 eta: 4:51:27 time: 0.1799 data_time: 0.0097 loss: 1.1262 2023/03/27 10:55:03 - mmengine - INFO - Epoch(train) [281][3300/5005] lr: 1.5722e-04 eta: 4:51:09 time: 0.1789 data_time: 0.0100 loss: 1.1619 2023/03/27 10:55:23 - mmengine - INFO - Epoch(train) [281][3400/5005] lr: 1.5722e-04 eta: 4:50:51 time: 0.1785 data_time: 0.0097 loss: 1.3299 2023/03/27 10:55:42 - mmengine - INFO - Epoch(train) [281][3500/5005] lr: 1.5722e-04 eta: 4:50:33 time: 0.1794 data_time: 0.0099 loss: 1.1942 2023/03/27 10:56:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:56:00 - mmengine - INFO - Epoch(train) [281][3600/5005] lr: 1.5722e-04 eta: 4:50:15 time: 0.1798 data_time: 0.0097 loss: 1.4407 2023/03/27 10:56:19 - mmengine - INFO - Epoch(train) [281][3700/5005] lr: 1.5722e-04 eta: 4:49:57 time: 0.1790 data_time: 0.0098 loss: 1.1373 2023/03/27 10:56:38 - mmengine - INFO - Epoch(train) [281][3800/5005] lr: 1.5722e-04 eta: 4:49:39 time: 0.1794 data_time: 0.0096 loss: 1.2135 2023/03/27 10:56:56 - mmengine - INFO - Epoch(train) [281][3900/5005] lr: 1.5722e-04 eta: 4:49:21 time: 0.1802 data_time: 0.0100 loss: 1.0828 2023/03/27 10:57:15 - mmengine - INFO - Epoch(train) [281][4000/5005] lr: 1.5722e-04 eta: 4:49:03 time: 0.1793 data_time: 0.0097 loss: 1.2256 2023/03/27 10:57:34 - mmengine - INFO - Epoch(train) [281][4100/5005] lr: 1.5722e-04 eta: 4:48:45 time: 0.1791 data_time: 0.0094 loss: 1.1746 2023/03/27 10:57:53 - mmengine - INFO - Epoch(train) [281][4200/5005] lr: 1.5722e-04 eta: 4:48:27 time: 0.1787 data_time: 0.0100 loss: 1.1463 2023/03/27 10:58:12 - mmengine - INFO - Epoch(train) [281][4300/5005] lr: 1.5722e-04 eta: 4:48:09 time: 0.1790 data_time: 0.0098 loss: 1.2784 2023/03/27 10:58:30 - mmengine - INFO - Epoch(train) [281][4400/5005] lr: 1.5722e-04 eta: 4:47:51 time: 0.1802 data_time: 0.0096 loss: 0.9574 2023/03/27 10:58:49 - mmengine - INFO - Epoch(train) [281][4500/5005] lr: 1.5722e-04 eta: 4:47:33 time: 0.1793 data_time: 0.0097 loss: 1.1889 2023/03/27 10:59:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 10:59:08 - mmengine - INFO - Epoch(train) [281][4600/5005] lr: 1.5722e-04 eta: 4:47:15 time: 0.1789 data_time: 0.0093 loss: 1.1722 2023/03/27 10:59:26 - mmengine - INFO - Epoch(train) [281][4700/5005] lr: 1.5722e-04 eta: 4:46:57 time: 0.1800 data_time: 0.0094 loss: 1.1628 2023/03/27 10:59:45 - mmengine - INFO - Epoch(train) [281][4800/5005] lr: 1.5722e-04 eta: 4:46:39 time: 0.1798 data_time: 0.0097 loss: 1.3521 2023/03/27 11:00:04 - mmengine - INFO - Epoch(train) [281][4900/5005] lr: 1.5722e-04 eta: 4:46:21 time: 0.1800 data_time: 0.0098 loss: 1.1333 2023/03/27 11:00:23 - mmengine - INFO - Epoch(train) [281][5000/5005] lr: 1.5722e-04 eta: 4:46:03 time: 0.1762 data_time: 0.0096 loss: 0.9902 2023/03/27 11:00:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:00:24 - mmengine - INFO - Saving checkpoint at 281 epochs 2023/03/27 11:00:33 - mmengine - INFO - Epoch(val) [281][100/196] eta: 0:00:07 time: 0.0534 data_time: 0.0149 2023/03/27 11:01:02 - mmengine - INFO - Epoch(val) [281][196/196] accuracy/top1: 71.5300 accuracy/top5: 90.2180data_time: 0.0692 time: 0.1028 2023/03/27 11:01:22 - mmengine - INFO - Epoch(train) [282][ 100/5005] lr: 1.5408e-04 eta: 4:45:44 time: 0.1817 data_time: 0.0102 loss: 1.1435 2023/03/27 11:01:42 - mmengine - INFO - Epoch(train) [282][ 200/5005] lr: 1.5408e-04 eta: 4:45:26 time: 0.1802 data_time: 0.0097 loss: 1.3414 2023/03/27 11:02:00 - mmengine - INFO - Epoch(train) [282][ 300/5005] lr: 1.5408e-04 eta: 4:45:08 time: 0.1788 data_time: 0.0095 loss: 1.0694 2023/03/27 11:02:19 - mmengine - INFO - Epoch(train) [282][ 400/5005] lr: 1.5408e-04 eta: 4:44:50 time: 0.1785 data_time: 0.0094 loss: 1.3810 2023/03/27 11:02:37 - mmengine - INFO - Epoch(train) [282][ 500/5005] lr: 1.5408e-04 eta: 4:44:32 time: 0.1795 data_time: 0.0094 loss: 1.2047 2023/03/27 11:02:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:02:56 - mmengine - INFO - Epoch(train) [282][ 600/5005] lr: 1.5408e-04 eta: 4:44:14 time: 0.1786 data_time: 0.0093 loss: 1.2852 2023/03/27 11:03:14 - mmengine - INFO - Epoch(train) [282][ 700/5005] lr: 1.5408e-04 eta: 4:43:56 time: 0.1802 data_time: 0.0096 loss: 1.0370 2023/03/27 11:03:33 - mmengine - INFO - Epoch(train) [282][ 800/5005] lr: 1.5408e-04 eta: 4:43:38 time: 0.1790 data_time: 0.0092 loss: 1.1363 2023/03/27 11:03:52 - mmengine - INFO - Epoch(train) [282][ 900/5005] lr: 1.5408e-04 eta: 4:43:19 time: 0.1800 data_time: 0.0094 loss: 1.0756 2023/03/27 11:04:11 - mmengine - INFO - Epoch(train) [282][1000/5005] lr: 1.5408e-04 eta: 4:43:01 time: 0.1806 data_time: 0.0095 loss: 1.3948 2023/03/27 11:04:30 - mmengine - INFO - Epoch(train) [282][1100/5005] lr: 1.5408e-04 eta: 4:42:43 time: 0.1794 data_time: 0.0098 loss: 1.2137 2023/03/27 11:04:49 - mmengine - INFO - Epoch(train) [282][1200/5005] lr: 1.5408e-04 eta: 4:42:25 time: 0.1793 data_time: 0.0097 loss: 1.0744 2023/03/27 11:05:07 - mmengine - INFO - Epoch(train) [282][1300/5005] lr: 1.5408e-04 eta: 4:42:07 time: 0.1796 data_time: 0.0095 loss: 1.2347 2023/03/27 11:05:26 - mmengine - INFO - Epoch(train) [282][1400/5005] lr: 1.5408e-04 eta: 4:41:49 time: 0.1796 data_time: 0.0096 loss: 1.1388 2023/03/27 11:05:44 - mmengine - INFO - Epoch(train) [282][1500/5005] lr: 1.5408e-04 eta: 4:41:31 time: 0.1790 data_time: 0.0093 loss: 1.2126 2023/03/27 11:06:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:06:03 - mmengine - INFO - Epoch(train) [282][1600/5005] lr: 1.5408e-04 eta: 4:41:13 time: 0.1983 data_time: 0.0095 loss: 1.1601 2023/03/27 11:06:22 - mmengine - INFO - Epoch(train) [282][1700/5005] lr: 1.5408e-04 eta: 4:40:55 time: 0.1794 data_time: 0.0095 loss: 1.1242 2023/03/27 11:06:41 - mmengine - INFO - Epoch(train) [282][1800/5005] lr: 1.5408e-04 eta: 4:40:37 time: 0.1797 data_time: 0.0097 loss: 1.2337 2023/03/27 11:07:00 - mmengine - INFO - Epoch(train) [282][1900/5005] lr: 1.5408e-04 eta: 4:40:19 time: 0.1792 data_time: 0.0097 loss: 1.1846 2023/03/27 11:07:19 - mmengine - INFO - Epoch(train) [282][2000/5005] lr: 1.5408e-04 eta: 4:40:01 time: 0.1801 data_time: 0.0102 loss: 1.0254 2023/03/27 11:07:38 - mmengine - INFO - Epoch(train) [282][2100/5005] lr: 1.5408e-04 eta: 4:39:43 time: 0.1792 data_time: 0.0095 loss: 1.0370 2023/03/27 11:07:56 - mmengine - INFO - Epoch(train) [282][2200/5005] lr: 1.5408e-04 eta: 4:39:25 time: 0.1794 data_time: 0.0096 loss: 1.2817 2023/03/27 11:08:15 - mmengine - INFO - Epoch(train) [282][2300/5005] lr: 1.5408e-04 eta: 4:39:07 time: 0.1812 data_time: 0.0099 loss: 1.1093 2023/03/27 11:08:34 - mmengine - INFO - Epoch(train) [282][2400/5005] lr: 1.5408e-04 eta: 4:38:49 time: 0.1916 data_time: 0.0092 loss: 1.3154 2023/03/27 11:08:53 - mmengine - INFO - Epoch(train) [282][2500/5005] lr: 1.5408e-04 eta: 4:38:31 time: 0.1795 data_time: 0.0090 loss: 1.2522 2023/03/27 11:09:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:09:11 - mmengine - INFO - Epoch(train) [282][2600/5005] lr: 1.5408e-04 eta: 4:38:13 time: 0.1782 data_time: 0.0091 loss: 1.1452 2023/03/27 11:09:30 - mmengine - INFO - Epoch(train) [282][2700/5005] lr: 1.5408e-04 eta: 4:37:55 time: 0.1794 data_time: 0.0094 loss: 1.0965 2023/03/27 11:09:49 - mmengine - INFO - Epoch(train) [282][2800/5005] lr: 1.5408e-04 eta: 4:37:37 time: 0.1777 data_time: 0.0091 loss: 1.2676 2023/03/27 11:10:08 - mmengine - INFO - Epoch(train) [282][2900/5005] lr: 1.5408e-04 eta: 4:37:19 time: 0.1798 data_time: 0.0095 loss: 1.3635 2023/03/27 11:10:27 - mmengine - INFO - Epoch(train) [282][3000/5005] lr: 1.5408e-04 eta: 4:37:01 time: 0.1786 data_time: 0.0095 loss: 1.1545 2023/03/27 11:10:45 - mmengine - INFO - Epoch(train) [282][3100/5005] lr: 1.5408e-04 eta: 4:36:43 time: 0.1789 data_time: 0.0096 loss: 1.1976 2023/03/27 11:11:04 - mmengine - INFO - Epoch(train) [282][3200/5005] lr: 1.5408e-04 eta: 4:36:24 time: 0.1797 data_time: 0.0096 loss: 1.3143 2023/03/27 11:11:23 - mmengine - INFO - Epoch(train) [282][3300/5005] lr: 1.5408e-04 eta: 4:36:06 time: 0.1786 data_time: 0.0092 loss: 1.2635 2023/03/27 11:11:41 - mmengine - INFO - Epoch(train) [282][3400/5005] lr: 1.5408e-04 eta: 4:35:48 time: 0.1789 data_time: 0.0091 loss: 1.1103 2023/03/27 11:12:00 - mmengine - INFO - Epoch(train) [282][3500/5005] lr: 1.5408e-04 eta: 4:35:30 time: 0.1793 data_time: 0.0097 loss: 1.1612 2023/03/27 11:12:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:12:19 - mmengine - INFO - Epoch(train) [282][3600/5005] lr: 1.5408e-04 eta: 4:35:12 time: 0.1795 data_time: 0.0096 loss: 1.0992 2023/03/27 11:12:38 - mmengine - INFO - Epoch(train) [282][3700/5005] lr: 1.5408e-04 eta: 4:34:54 time: 0.2144 data_time: 0.0094 loss: 1.1605 2023/03/27 11:12:57 - mmengine - INFO - Epoch(train) [282][3800/5005] lr: 1.5408e-04 eta: 4:34:36 time: 0.1794 data_time: 0.0094 loss: 1.0270 2023/03/27 11:13:16 - mmengine - INFO - Epoch(train) [282][3900/5005] lr: 1.5408e-04 eta: 4:34:18 time: 0.1960 data_time: 0.0095 loss: 1.1254 2023/03/27 11:13:34 - mmengine - INFO - Epoch(train) [282][4000/5005] lr: 1.5408e-04 eta: 4:34:00 time: 0.1794 data_time: 0.0093 loss: 1.1384 2023/03/27 11:13:53 - mmengine - INFO - Epoch(train) [282][4100/5005] lr: 1.5408e-04 eta: 4:33:42 time: 0.1791 data_time: 0.0095 loss: 1.0938 2023/03/27 11:14:12 - mmengine - INFO - Epoch(train) [282][4200/5005] lr: 1.5408e-04 eta: 4:33:24 time: 0.1794 data_time: 0.0095 loss: 1.1198 2023/03/27 11:14:30 - mmengine - INFO - Epoch(train) [282][4300/5005] lr: 1.5408e-04 eta: 4:33:06 time: 0.1800 data_time: 0.0092 loss: 1.0147 2023/03/27 11:14:49 - mmengine - INFO - Epoch(train) [282][4400/5005] lr: 1.5408e-04 eta: 4:32:48 time: 0.1795 data_time: 0.0096 loss: 1.0349 2023/03/27 11:15:08 - mmengine - INFO - Epoch(train) [282][4500/5005] lr: 1.5408e-04 eta: 4:32:30 time: 0.1780 data_time: 0.0094 loss: 1.0369 2023/03/27 11:15:26 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:15:27 - mmengine - INFO - Epoch(train) [282][4600/5005] lr: 1.5408e-04 eta: 4:32:12 time: 0.1799 data_time: 0.0092 loss: 1.1569 2023/03/27 11:15:46 - mmengine - INFO - Epoch(train) [282][4700/5005] lr: 1.5408e-04 eta: 4:31:54 time: 0.1991 data_time: 0.0093 loss: 1.1238 2023/03/27 11:16:05 - mmengine - INFO - Epoch(train) [282][4800/5005] lr: 1.5408e-04 eta: 4:31:36 time: 0.1795 data_time: 0.0097 loss: 1.0038 2023/03/27 11:16:23 - mmengine - INFO - Epoch(train) [282][4900/5005] lr: 1.5408e-04 eta: 4:31:18 time: 0.1793 data_time: 0.0094 loss: 1.1581 2023/03/27 11:16:42 - mmengine - INFO - Epoch(train) [282][5000/5005] lr: 1.5408e-04 eta: 4:31:00 time: 0.1765 data_time: 0.0094 loss: 1.1472 2023/03/27 11:16:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:16:43 - mmengine - INFO - Saving checkpoint at 282 epochs 2023/03/27 11:16:52 - mmengine - INFO - Epoch(val) [282][100/196] eta: 0:00:07 time: 0.0680 data_time: 0.0311 2023/03/27 11:17:21 - mmengine - INFO - Epoch(val) [282][196/196] accuracy/top1: 71.6980 accuracy/top5: 90.3220data_time: 0.0650 time: 0.0977 2023/03/27 11:17:41 - mmengine - INFO - Epoch(train) [283][ 100/5005] lr: 1.5100e-04 eta: 4:30:41 time: 0.1793 data_time: 0.0093 loss: 1.1076 2023/03/27 11:18:00 - mmengine - INFO - Epoch(train) [283][ 200/5005] lr: 1.5100e-04 eta: 4:30:23 time: 0.1786 data_time: 0.0098 loss: 1.2039 2023/03/27 11:18:19 - mmengine - INFO - Epoch(train) [283][ 300/5005] lr: 1.5100e-04 eta: 4:30:05 time: 0.1791 data_time: 0.0096 loss: 1.3153 2023/03/27 11:18:38 - mmengine - INFO - Epoch(train) [283][ 400/5005] lr: 1.5100e-04 eta: 4:29:47 time: 0.1787 data_time: 0.0094 loss: 1.0654 2023/03/27 11:18:56 - mmengine - INFO - Epoch(train) [283][ 500/5005] lr: 1.5100e-04 eta: 4:29:29 time: 0.1803 data_time: 0.0108 loss: 1.1456 2023/03/27 11:19:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:19:15 - mmengine - INFO - Epoch(train) [283][ 600/5005] lr: 1.5100e-04 eta: 4:29:11 time: 0.1785 data_time: 0.0096 loss: 1.2025 2023/03/27 11:19:34 - mmengine - INFO - Epoch(train) [283][ 700/5005] lr: 1.5100e-04 eta: 4:28:53 time: 0.1804 data_time: 0.0096 loss: 1.1816 2023/03/27 11:19:53 - mmengine - INFO - Epoch(train) [283][ 800/5005] lr: 1.5100e-04 eta: 4:28:35 time: 0.1794 data_time: 0.0096 loss: 1.1428 2023/03/27 11:20:12 - mmengine - INFO - Epoch(train) [283][ 900/5005] lr: 1.5100e-04 eta: 4:28:16 time: 0.1901 data_time: 0.0100 loss: 1.2695 2023/03/27 11:20:30 - mmengine - INFO - Epoch(train) [283][1000/5005] lr: 1.5100e-04 eta: 4:27:58 time: 0.1797 data_time: 0.0092 loss: 1.1214 2023/03/27 11:20:49 - mmengine - INFO - Epoch(train) [283][1100/5005] lr: 1.5100e-04 eta: 4:27:40 time: 0.1792 data_time: 0.0099 loss: 1.0857 2023/03/27 11:21:08 - mmengine - INFO - Epoch(train) [283][1200/5005] lr: 1.5100e-04 eta: 4:27:22 time: 0.1793 data_time: 0.0093 loss: 1.1732 2023/03/27 11:21:27 - mmengine - INFO - Epoch(train) [283][1300/5005] lr: 1.5100e-04 eta: 4:27:04 time: 0.1786 data_time: 0.0096 loss: 1.4426 2023/03/27 11:21:46 - mmengine - INFO - Epoch(train) [283][1400/5005] lr: 1.5100e-04 eta: 4:26:46 time: 0.1810 data_time: 0.0102 loss: 1.0784 2023/03/27 11:22:05 - mmengine - INFO - Epoch(train) [283][1500/5005] lr: 1.5100e-04 eta: 4:26:28 time: 0.1802 data_time: 0.0095 loss: 1.2082 2023/03/27 11:22:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:22:24 - mmengine - INFO - Epoch(train) [283][1600/5005] lr: 1.5100e-04 eta: 4:26:10 time: 0.1787 data_time: 0.0094 loss: 1.1923 2023/03/27 11:22:42 - mmengine - INFO - Epoch(train) [283][1700/5005] lr: 1.5100e-04 eta: 4:25:52 time: 0.1789 data_time: 0.0096 loss: 1.1905 2023/03/27 11:23:01 - mmengine - INFO - Epoch(train) [283][1800/5005] lr: 1.5100e-04 eta: 4:25:34 time: 0.1791 data_time: 0.0103 loss: 0.9120 2023/03/27 11:23:20 - mmengine - INFO - Epoch(train) [283][1900/5005] lr: 1.5100e-04 eta: 4:25:16 time: 0.1796 data_time: 0.0097 loss: 1.0919 2023/03/27 11:23:39 - mmengine - INFO - Epoch(train) [283][2000/5005] lr: 1.5100e-04 eta: 4:24:58 time: 0.1795 data_time: 0.0097 loss: 1.2090 2023/03/27 11:23:57 - mmengine - INFO - Epoch(train) [283][2100/5005] lr: 1.5100e-04 eta: 4:24:40 time: 0.1807 data_time: 0.0097 loss: 1.2245 2023/03/27 11:24:16 - mmengine - INFO - Epoch(train) [283][2200/5005] lr: 1.5100e-04 eta: 4:24:22 time: 0.1794 data_time: 0.0097 loss: 1.0930 2023/03/27 11:24:35 - mmengine - INFO - Epoch(train) [283][2300/5005] lr: 1.5100e-04 eta: 4:24:04 time: 0.1801 data_time: 0.0095 loss: 1.1740 2023/03/27 11:24:54 - mmengine - INFO - Epoch(train) [283][2400/5005] lr: 1.5100e-04 eta: 4:23:46 time: 0.1797 data_time: 0.0093 loss: 1.1569 2023/03/27 11:25:13 - mmengine - INFO - Epoch(train) [283][2500/5005] lr: 1.5100e-04 eta: 4:23:28 time: 0.1783 data_time: 0.0096 loss: 1.3205 2023/03/27 11:25:30 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:25:32 - mmengine - INFO - Epoch(train) [283][2600/5005] lr: 1.5100e-04 eta: 4:23:10 time: 0.1796 data_time: 0.0101 loss: 1.0683 2023/03/27 11:25:50 - mmengine - INFO - Epoch(train) [283][2700/5005] lr: 1.5100e-04 eta: 4:22:52 time: 0.1799 data_time: 0.0095 loss: 1.1930 2023/03/27 11:26:09 - mmengine - INFO - Epoch(train) [283][2800/5005] lr: 1.5100e-04 eta: 4:22:34 time: 0.1792 data_time: 0.0097 loss: 1.2673 2023/03/27 11:26:28 - mmengine - INFO - Epoch(train) [283][2900/5005] lr: 1.5100e-04 eta: 4:22:16 time: 0.1794 data_time: 0.0097 loss: 1.1554 2023/03/27 11:26:47 - mmengine - INFO - Epoch(train) [283][3000/5005] lr: 1.5100e-04 eta: 4:21:58 time: 0.1786 data_time: 0.0094 loss: 1.1724 2023/03/27 11:27:06 - mmengine - INFO - Epoch(train) [283][3100/5005] lr: 1.5100e-04 eta: 4:21:40 time: 0.1792 data_time: 0.0095 loss: 1.0261 2023/03/27 11:27:24 - mmengine - INFO - Epoch(train) [283][3200/5005] lr: 1.5100e-04 eta: 4:21:21 time: 0.1791 data_time: 0.0097 loss: 0.9113 2023/03/27 11:27:43 - mmengine - INFO - Epoch(train) [283][3300/5005] lr: 1.5100e-04 eta: 4:21:03 time: 0.1785 data_time: 0.0092 loss: 1.2857 2023/03/27 11:28:02 - mmengine - INFO - Epoch(train) [283][3400/5005] lr: 1.5100e-04 eta: 4:20:45 time: 0.2052 data_time: 0.0101 loss: 1.2494 2023/03/27 11:28:21 - mmengine - INFO - Epoch(train) [283][3500/5005] lr: 1.5100e-04 eta: 4:20:27 time: 0.1862 data_time: 0.0096 loss: 1.0966 2023/03/27 11:28:38 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:28:40 - mmengine - INFO - Epoch(train) [283][3600/5005] lr: 1.5100e-04 eta: 4:20:09 time: 0.1804 data_time: 0.0099 loss: 1.1389 2023/03/27 11:28:58 - mmengine - INFO - Epoch(train) [283][3700/5005] lr: 1.5100e-04 eta: 4:19:51 time: 0.1787 data_time: 0.0093 loss: 0.9552 2023/03/27 11:29:17 - mmengine - INFO - Epoch(train) [283][3800/5005] lr: 1.5100e-04 eta: 4:19:33 time: 0.1777 data_time: 0.0091 loss: 1.1027 2023/03/27 11:29:36 - mmengine - INFO - Epoch(train) [283][3900/5005] lr: 1.5100e-04 eta: 4:19:15 time: 0.1794 data_time: 0.0097 loss: 1.0579 2023/03/27 11:29:55 - mmengine - INFO - Epoch(train) [283][4000/5005] lr: 1.5100e-04 eta: 4:18:57 time: 0.1788 data_time: 0.0098 loss: 1.0524 2023/03/27 11:30:14 - mmengine - INFO - Epoch(train) [283][4100/5005] lr: 1.5100e-04 eta: 4:18:39 time: 0.1794 data_time: 0.0096 loss: 1.1440 2023/03/27 11:30:33 - mmengine - INFO - Epoch(train) [283][4200/5005] lr: 1.5100e-04 eta: 4:18:21 time: 0.1792 data_time: 0.0094 loss: 1.2857 2023/03/27 11:30:52 - mmengine - INFO - Epoch(train) [283][4300/5005] lr: 1.5100e-04 eta: 4:18:03 time: 0.1797 data_time: 0.0101 loss: 1.1115 2023/03/27 11:31:11 - mmengine - INFO - Epoch(train) [283][4400/5005] lr: 1.5100e-04 eta: 4:17:45 time: 0.1793 data_time: 0.0096 loss: 1.1994 2023/03/27 11:31:29 - mmengine - INFO - Epoch(train) [283][4500/5005] lr: 1.5100e-04 eta: 4:17:27 time: 0.1788 data_time: 0.0094 loss: 1.1423 2023/03/27 11:31:46 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:31:48 - mmengine - INFO - Epoch(train) [283][4600/5005] lr: 1.5100e-04 eta: 4:17:09 time: 0.1795 data_time: 0.0095 loss: 1.2232 2023/03/27 11:32:07 - mmengine - INFO - Epoch(train) [283][4700/5005] lr: 1.5100e-04 eta: 4:16:51 time: 0.1799 data_time: 0.0100 loss: 1.2604 2023/03/27 11:32:26 - mmengine - INFO - Epoch(train) [283][4800/5005] lr: 1.5100e-04 eta: 4:16:33 time: 0.1790 data_time: 0.0094 loss: 1.5061 2023/03/27 11:32:44 - mmengine - INFO - Epoch(train) [283][4900/5005] lr: 1.5100e-04 eta: 4:16:15 time: 0.1792 data_time: 0.0098 loss: 1.1589 2023/03/27 11:33:03 - mmengine - INFO - Epoch(train) [283][5000/5005] lr: 1.5100e-04 eta: 4:15:57 time: 0.1776 data_time: 0.0097 loss: 1.0207 2023/03/27 11:33:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:33:05 - mmengine - INFO - Saving checkpoint at 283 epochs 2023/03/27 11:33:14 - mmengine - INFO - Epoch(val) [283][100/196] eta: 0:00:07 time: 0.0648 data_time: 0.0260 2023/03/27 11:33:42 - mmengine - INFO - Epoch(val) [283][196/196] accuracy/top1: 71.6440 accuracy/top5: 90.2840data_time: 0.0671 time: 0.0994 2023/03/27 11:34:02 - mmengine - INFO - Epoch(train) [284][ 100/5005] lr: 1.4798e-04 eta: 4:15:38 time: 0.1785 data_time: 0.0089 loss: 1.1725 2023/03/27 11:34:21 - mmengine - INFO - Epoch(train) [284][ 200/5005] lr: 1.4798e-04 eta: 4:15:20 time: 0.1790 data_time: 0.0087 loss: 1.1503 2023/03/27 11:34:39 - mmengine - INFO - Epoch(train) [284][ 300/5005] lr: 1.4798e-04 eta: 4:15:02 time: 0.1785 data_time: 0.0093 loss: 1.1190 2023/03/27 11:34:58 - mmengine - INFO - Epoch(train) [284][ 400/5005] lr: 1.4798e-04 eta: 4:14:44 time: 0.1787 data_time: 0.0091 loss: 1.0983 2023/03/27 11:35:16 - mmengine - INFO - Epoch(train) [284][ 500/5005] lr: 1.4798e-04 eta: 4:14:26 time: 0.1780 data_time: 0.0088 loss: 1.2264 2023/03/27 11:35:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:35:36 - mmengine - INFO - Epoch(train) [284][ 600/5005] lr: 1.4798e-04 eta: 4:14:08 time: 0.2069 data_time: 0.0092 loss: 1.2029 2023/03/27 11:35:54 - mmengine - INFO - Epoch(train) [284][ 700/5005] lr: 1.4798e-04 eta: 4:13:50 time: 0.1801 data_time: 0.0090 loss: 1.2268 2023/03/27 11:36:13 - mmengine - INFO - Epoch(train) [284][ 800/5005] lr: 1.4798e-04 eta: 4:13:32 time: 0.1791 data_time: 0.0091 loss: 1.0560 2023/03/27 11:36:32 - mmengine - INFO - Epoch(train) [284][ 900/5005] lr: 1.4798e-04 eta: 4:13:13 time: 0.1809 data_time: 0.0092 loss: 1.0671 2023/03/27 11:36:51 - mmengine - INFO - Epoch(train) [284][1000/5005] lr: 1.4798e-04 eta: 4:12:55 time: 0.1797 data_time: 0.0092 loss: 1.1675 2023/03/27 11:37:10 - mmengine - INFO - Epoch(train) [284][1100/5005] lr: 1.4798e-04 eta: 4:12:37 time: 0.1786 data_time: 0.0091 loss: 1.0897 2023/03/27 11:37:28 - mmengine - INFO - Epoch(train) [284][1200/5005] lr: 1.4798e-04 eta: 4:12:19 time: 0.1790 data_time: 0.0091 loss: 1.1898 2023/03/27 11:37:47 - mmengine - INFO - Epoch(train) [284][1300/5005] lr: 1.4798e-04 eta: 4:12:01 time: 0.1791 data_time: 0.0090 loss: 1.1767 2023/03/27 11:38:06 - mmengine - INFO - Epoch(train) [284][1400/5005] lr: 1.4798e-04 eta: 4:11:43 time: 0.2021 data_time: 0.0090 loss: 1.0823 2023/03/27 11:38:25 - mmengine - INFO - Epoch(train) [284][1500/5005] lr: 1.4798e-04 eta: 4:11:25 time: 0.1805 data_time: 0.0091 loss: 1.1776 2023/03/27 11:38:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:38:44 - mmengine - INFO - Epoch(train) [284][1600/5005] lr: 1.4798e-04 eta: 4:11:07 time: 0.1799 data_time: 0.0093 loss: 1.0697 2023/03/27 11:39:02 - mmengine - INFO - Epoch(train) [284][1700/5005] lr: 1.4798e-04 eta: 4:10:49 time: 0.1808 data_time: 0.0091 loss: 0.9826 2023/03/27 11:39:21 - mmengine - INFO - Epoch(train) [284][1800/5005] lr: 1.4798e-04 eta: 4:10:31 time: 0.1798 data_time: 0.0092 loss: 1.2270 2023/03/27 11:39:40 - mmengine - INFO - Epoch(train) [284][1900/5005] lr: 1.4798e-04 eta: 4:10:13 time: 0.1795 data_time: 0.0097 loss: 1.2101 2023/03/27 11:39:59 - mmengine - INFO - Epoch(train) [284][2000/5005] lr: 1.4798e-04 eta: 4:09:55 time: 0.1790 data_time: 0.0090 loss: 1.1248 2023/03/27 11:40:17 - mmengine - INFO - Epoch(train) [284][2100/5005] lr: 1.4798e-04 eta: 4:09:37 time: 0.1806 data_time: 0.0090 loss: 1.2260 2023/03/27 11:40:36 - mmengine - INFO - Epoch(train) [284][2200/5005] lr: 1.4798e-04 eta: 4:09:19 time: 0.1795 data_time: 0.0090 loss: 1.0228 2023/03/27 11:40:55 - mmengine - INFO - Epoch(train) [284][2300/5005] lr: 1.4798e-04 eta: 4:09:01 time: 0.1989 data_time: 0.0085 loss: 1.3260 2023/03/27 11:41:14 - mmengine - INFO - Epoch(train) [284][2400/5005] lr: 1.4798e-04 eta: 4:08:43 time: 0.1787 data_time: 0.0091 loss: 1.1265 2023/03/27 11:41:32 - mmengine - INFO - Epoch(train) [284][2500/5005] lr: 1.4798e-04 eta: 4:08:25 time: 0.1790 data_time: 0.0091 loss: 1.1082 2023/03/27 11:41:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:41:51 - mmengine - INFO - Epoch(train) [284][2600/5005] lr: 1.4798e-04 eta: 4:08:07 time: 0.1797 data_time: 0.0090 loss: 1.0963 2023/03/27 11:42:10 - mmengine - INFO - Epoch(train) [284][2700/5005] lr: 1.4798e-04 eta: 4:07:49 time: 0.1794 data_time: 0.0086 loss: 1.0756 2023/03/27 11:42:28 - mmengine - INFO - Epoch(train) [284][2800/5005] lr: 1.4798e-04 eta: 4:07:31 time: 0.1851 data_time: 0.0103 loss: 1.3453 2023/03/27 11:42:47 - mmengine - INFO - Epoch(train) [284][2900/5005] lr: 1.4798e-04 eta: 4:07:13 time: 0.2014 data_time: 0.0092 loss: 1.0919 2023/03/27 11:43:06 - mmengine - INFO - Epoch(train) [284][3000/5005] lr: 1.4798e-04 eta: 4:06:55 time: 0.1792 data_time: 0.0092 loss: 1.1535 2023/03/27 11:43:25 - mmengine - INFO - Epoch(train) [284][3100/5005] lr: 1.4798e-04 eta: 4:06:37 time: 0.1790 data_time: 0.0092 loss: 1.0542 2023/03/27 11:43:44 - mmengine - INFO - Epoch(train) [284][3200/5005] lr: 1.4798e-04 eta: 4:06:18 time: 0.1783 data_time: 0.0089 loss: 1.2417 2023/03/27 11:44:03 - mmengine - INFO - Epoch(train) [284][3300/5005] lr: 1.4798e-04 eta: 4:06:00 time: 0.1805 data_time: 0.0091 loss: 1.1965 2023/03/27 11:44:21 - mmengine - INFO - Epoch(train) [284][3400/5005] lr: 1.4798e-04 eta: 4:05:42 time: 0.1803 data_time: 0.0090 loss: 1.1085 2023/03/27 11:44:40 - mmengine - INFO - Epoch(train) [284][3500/5005] lr: 1.4798e-04 eta: 4:05:24 time: 0.1790 data_time: 0.0092 loss: 1.1526 2023/03/27 11:44:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:44:59 - mmengine - INFO - Epoch(train) [284][3600/5005] lr: 1.4798e-04 eta: 4:05:06 time: 0.1795 data_time: 0.0090 loss: 1.1699 2023/03/27 11:45:18 - mmengine - INFO - Epoch(train) [284][3700/5005] lr: 1.4798e-04 eta: 4:04:48 time: 0.1971 data_time: 0.0089 loss: 1.2047 2023/03/27 11:45:37 - mmengine - INFO - Epoch(train) [284][3800/5005] lr: 1.4798e-04 eta: 4:04:30 time: 0.1793 data_time: 0.0091 loss: 1.1653 2023/03/27 11:45:55 - mmengine - INFO - Epoch(train) [284][3900/5005] lr: 1.4798e-04 eta: 4:04:12 time: 0.1790 data_time: 0.0092 loss: 1.1487 2023/03/27 11:46:14 - mmengine - INFO - Epoch(train) [284][4000/5005] lr: 1.4798e-04 eta: 4:03:54 time: 0.1991 data_time: 0.0087 loss: 1.0820 2023/03/27 11:46:33 - mmengine - INFO - Epoch(train) [284][4100/5005] lr: 1.4798e-04 eta: 4:03:36 time: 0.1793 data_time: 0.0092 loss: 1.2887 2023/03/27 11:46:51 - mmengine - INFO - Epoch(train) [284][4200/5005] lr: 1.4798e-04 eta: 4:03:18 time: 0.1791 data_time: 0.0091 loss: 1.1466 2023/03/27 11:47:10 - mmengine - INFO - Epoch(train) [284][4300/5005] lr: 1.4798e-04 eta: 4:03:00 time: 0.1791 data_time: 0.0092 loss: 1.2466 2023/03/27 11:47:29 - mmengine - INFO - Epoch(train) [284][4400/5005] lr: 1.4798e-04 eta: 4:02:42 time: 0.1940 data_time: 0.0087 loss: 1.1599 2023/03/27 11:47:48 - mmengine - INFO - Epoch(train) [284][4500/5005] lr: 1.4798e-04 eta: 4:02:24 time: 0.1799 data_time: 0.0090 loss: 1.0010 2023/03/27 11:48:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:48:07 - mmengine - INFO - Epoch(train) [284][4600/5005] lr: 1.4798e-04 eta: 4:02:06 time: 0.1786 data_time: 0.0093 loss: 1.2919 2023/03/27 11:48:25 - mmengine - INFO - Epoch(train) [284][4700/5005] lr: 1.4798e-04 eta: 4:01:48 time: 0.1790 data_time: 0.0092 loss: 1.0608 2023/03/27 11:48:44 - mmengine - INFO - Epoch(train) [284][4800/5005] lr: 1.4798e-04 eta: 4:01:30 time: 0.1782 data_time: 0.0090 loss: 1.1633 2023/03/27 11:49:03 - mmengine - INFO - Epoch(train) [284][4900/5005] lr: 1.4798e-04 eta: 4:01:12 time: 0.1791 data_time: 0.0089 loss: 1.0740 2023/03/27 11:49:21 - mmengine - INFO - Epoch(train) [284][5000/5005] lr: 1.4798e-04 eta: 4:00:54 time: 0.1772 data_time: 0.0093 loss: 1.0466 2023/03/27 11:49:22 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:49:23 - mmengine - INFO - Saving checkpoint at 284 epochs 2023/03/27 11:49:31 - mmengine - INFO - Epoch(val) [284][100/196] eta: 0:00:07 time: 0.0665 data_time: 0.0299 2023/03/27 11:50:00 - mmengine - INFO - Epoch(val) [284][196/196] accuracy/top1: 71.5960 accuracy/top5: 90.2820data_time: 0.0703 time: 0.1020 2023/03/27 11:50:20 - mmengine - INFO - Epoch(train) [285][ 100/5005] lr: 1.4502e-04 eta: 4:00:35 time: 0.1799 data_time: 0.0095 loss: 1.1249 2023/03/27 11:50:39 - mmengine - INFO - Epoch(train) [285][ 200/5005] lr: 1.4502e-04 eta: 4:00:17 time: 0.1780 data_time: 0.0095 loss: 1.0226 2023/03/27 11:50:58 - mmengine - INFO - Epoch(train) [285][ 300/5005] lr: 1.4502e-04 eta: 3:59:59 time: 0.1806 data_time: 0.0097 loss: 1.1805 2023/03/27 11:51:17 - mmengine - INFO - Epoch(train) [285][ 400/5005] lr: 1.4502e-04 eta: 3:59:41 time: 0.1784 data_time: 0.0093 loss: 0.9781 2023/03/27 11:51:36 - mmengine - INFO - Epoch(train) [285][ 500/5005] lr: 1.4502e-04 eta: 3:59:23 time: 0.1794 data_time: 0.0096 loss: 1.1203 2023/03/27 11:51:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:51:54 - mmengine - INFO - Epoch(train) [285][ 600/5005] lr: 1.4502e-04 eta: 3:59:05 time: 0.1787 data_time: 0.0092 loss: 1.1160 2023/03/27 11:52:13 - mmengine - INFO - Epoch(train) [285][ 700/5005] lr: 1.4502e-04 eta: 3:58:46 time: 0.1783 data_time: 0.0093 loss: 1.0568 2023/03/27 11:52:32 - mmengine - INFO - Epoch(train) [285][ 800/5005] lr: 1.4502e-04 eta: 3:58:28 time: 0.2011 data_time: 0.0092 loss: 1.1186 2023/03/27 11:52:51 - mmengine - INFO - Epoch(train) [285][ 900/5005] lr: 1.4502e-04 eta: 3:58:10 time: 0.1790 data_time: 0.0096 loss: 1.0696 2023/03/27 11:53:09 - mmengine - INFO - Epoch(train) [285][1000/5005] lr: 1.4502e-04 eta: 3:57:52 time: 0.1794 data_time: 0.0096 loss: 1.1172 2023/03/27 11:53:28 - mmengine - INFO - Epoch(train) [285][1100/5005] lr: 1.4502e-04 eta: 3:57:34 time: 0.1785 data_time: 0.0097 loss: 1.1679 2023/03/27 11:53:47 - mmengine - INFO - Epoch(train) [285][1200/5005] lr: 1.4502e-04 eta: 3:57:16 time: 0.1796 data_time: 0.0098 loss: 1.2748 2023/03/27 11:54:06 - mmengine - INFO - Epoch(train) [285][1300/5005] lr: 1.4502e-04 eta: 3:56:58 time: 0.1803 data_time: 0.0096 loss: 1.1338 2023/03/27 11:54:24 - mmengine - INFO - Epoch(train) [285][1400/5005] lr: 1.4502e-04 eta: 3:56:40 time: 0.1790 data_time: 0.0094 loss: 0.9272 2023/03/27 11:54:43 - mmengine - INFO - Epoch(train) [285][1500/5005] lr: 1.4502e-04 eta: 3:56:22 time: 0.1792 data_time: 0.0093 loss: 1.0617 2023/03/27 11:54:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:55:02 - mmengine - INFO - Epoch(train) [285][1600/5005] lr: 1.4502e-04 eta: 3:56:04 time: 0.1778 data_time: 0.0093 loss: 1.1054 2023/03/27 11:55:21 - mmengine - INFO - Epoch(train) [285][1700/5005] lr: 1.4502e-04 eta: 3:55:46 time: 0.1788 data_time: 0.0094 loss: 1.0273 2023/03/27 11:55:39 - mmengine - INFO - Epoch(train) [285][1800/5005] lr: 1.4502e-04 eta: 3:55:28 time: 0.1809 data_time: 0.0098 loss: 1.0834 2023/03/27 11:55:58 - mmengine - INFO - Epoch(train) [285][1900/5005] lr: 1.4502e-04 eta: 3:55:10 time: 0.1812 data_time: 0.0102 loss: 1.2743 2023/03/27 11:56:17 - mmengine - INFO - Epoch(train) [285][2000/5005] lr: 1.4502e-04 eta: 3:54:52 time: 0.1792 data_time: 0.0099 loss: 1.1383 2023/03/27 11:56:35 - mmengine - INFO - Epoch(train) [285][2100/5005] lr: 1.4502e-04 eta: 3:54:34 time: 0.1794 data_time: 0.0097 loss: 1.1828 2023/03/27 11:56:54 - mmengine - INFO - Epoch(train) [285][2200/5005] lr: 1.4502e-04 eta: 3:54:16 time: 0.1790 data_time: 0.0094 loss: 1.2464 2023/03/27 11:57:13 - mmengine - INFO - Epoch(train) [285][2300/5005] lr: 1.4502e-04 eta: 3:53:58 time: 0.1782 data_time: 0.0094 loss: 1.1986 2023/03/27 11:57:32 - mmengine - INFO - Epoch(train) [285][2400/5005] lr: 1.4502e-04 eta: 3:53:40 time: 0.1796 data_time: 0.0097 loss: 1.1682 2023/03/27 11:57:51 - mmengine - INFO - Epoch(train) [285][2500/5005] lr: 1.4502e-04 eta: 3:53:22 time: 0.1792 data_time: 0.0089 loss: 1.2767 2023/03/27 11:58:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 11:58:10 - mmengine - INFO - Epoch(train) [285][2600/5005] lr: 1.4502e-04 eta: 3:53:04 time: 0.2033 data_time: 0.0090 loss: 1.1643 2023/03/27 11:58:28 - mmengine - INFO - Epoch(train) [285][2700/5005] lr: 1.4502e-04 eta: 3:52:46 time: 0.1793 data_time: 0.0097 loss: 1.1664 2023/03/27 11:58:47 - mmengine - INFO - Epoch(train) [285][2800/5005] lr: 1.4502e-04 eta: 3:52:28 time: 0.1788 data_time: 0.0096 loss: 1.0798 2023/03/27 11:59:05 - mmengine - INFO - Epoch(train) [285][2900/5005] lr: 1.4502e-04 eta: 3:52:09 time: 0.1782 data_time: 0.0093 loss: 1.1029 2023/03/27 11:59:24 - mmengine - INFO - Epoch(train) [285][3000/5005] lr: 1.4502e-04 eta: 3:51:51 time: 0.1886 data_time: 0.0095 loss: 1.2071 2023/03/27 11:59:43 - mmengine - INFO - Epoch(train) [285][3100/5005] lr: 1.4502e-04 eta: 3:51:33 time: 0.1797 data_time: 0.0096 loss: 1.0651 2023/03/27 12:00:02 - mmengine - INFO - Epoch(train) [285][3200/5005] lr: 1.4502e-04 eta: 3:51:15 time: 0.1996 data_time: 0.0090 loss: 1.1363 2023/03/27 12:00:21 - mmengine - INFO - Epoch(train) [285][3300/5005] lr: 1.4502e-04 eta: 3:50:57 time: 0.1796 data_time: 0.0098 loss: 0.9954 2023/03/27 12:00:40 - mmengine - INFO - Epoch(train) [285][3400/5005] lr: 1.4502e-04 eta: 3:50:39 time: 0.1782 data_time: 0.0093 loss: 1.1864 2023/03/27 12:00:59 - mmengine - INFO - Epoch(train) [285][3500/5005] lr: 1.4502e-04 eta: 3:50:21 time: 0.1785 data_time: 0.0093 loss: 1.1875 2023/03/27 12:01:14 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:01:17 - mmengine - INFO - Epoch(train) [285][3600/5005] lr: 1.4502e-04 eta: 3:50:03 time: 0.1782 data_time: 0.0094 loss: 1.2605 2023/03/27 12:01:36 - mmengine - INFO - Epoch(train) [285][3700/5005] lr: 1.4502e-04 eta: 3:49:45 time: 0.1783 data_time: 0.0094 loss: 1.0062 2023/03/27 12:01:55 - mmengine - INFO - Epoch(train) [285][3800/5005] lr: 1.4502e-04 eta: 3:49:27 time: 0.1792 data_time: 0.0095 loss: 1.0696 2023/03/27 12:02:14 - mmengine - INFO - Epoch(train) [285][3900/5005] lr: 1.4502e-04 eta: 3:49:09 time: 0.1786 data_time: 0.0094 loss: 1.0936 2023/03/27 12:02:33 - mmengine - INFO - Epoch(train) [285][4000/5005] lr: 1.4502e-04 eta: 3:48:51 time: 0.1792 data_time: 0.0097 loss: 0.9115 2023/03/27 12:02:51 - mmengine - INFO - Epoch(train) [285][4100/5005] lr: 1.4502e-04 eta: 3:48:33 time: 0.1788 data_time: 0.0095 loss: 1.2106 2023/03/27 12:03:10 - mmengine - INFO - Epoch(train) [285][4200/5005] lr: 1.4502e-04 eta: 3:48:15 time: 0.1793 data_time: 0.0098 loss: 1.1779 2023/03/27 12:03:29 - mmengine - INFO - Epoch(train) [285][4300/5005] lr: 1.4502e-04 eta: 3:47:57 time: 0.1811 data_time: 0.0095 loss: 1.1869 2023/03/27 12:03:48 - mmengine - INFO - Epoch(train) [285][4400/5005] lr: 1.4502e-04 eta: 3:47:39 time: 0.1801 data_time: 0.0095 loss: 1.1782 2023/03/27 12:04:06 - mmengine - INFO - Epoch(train) [285][4500/5005] lr: 1.4502e-04 eta: 3:47:21 time: 0.1797 data_time: 0.0096 loss: 1.1594 2023/03/27 12:04:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:04:25 - mmengine - INFO - Epoch(train) [285][4600/5005] lr: 1.4502e-04 eta: 3:47:03 time: 0.1786 data_time: 0.0092 loss: 1.2011 2023/03/27 12:04:44 - mmengine - INFO - Epoch(train) [285][4700/5005] lr: 1.4502e-04 eta: 3:46:45 time: 0.1946 data_time: 0.0094 loss: 1.2540 2023/03/27 12:05:02 - mmengine - INFO - Epoch(train) [285][4800/5005] lr: 1.4502e-04 eta: 3:46:27 time: 0.1790 data_time: 0.0094 loss: 1.1742 2023/03/27 12:05:21 - mmengine - INFO - Epoch(train) [285][4900/5005] lr: 1.4502e-04 eta: 3:46:09 time: 0.1791 data_time: 0.0095 loss: 1.1228 2023/03/27 12:05:40 - mmengine - INFO - Epoch(train) [285][5000/5005] lr: 1.4502e-04 eta: 3:45:51 time: 0.1763 data_time: 0.0094 loss: 1.0832 2023/03/27 12:05:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:05:41 - mmengine - INFO - Saving checkpoint at 285 epochs 2023/03/27 12:05:50 - mmengine - INFO - Epoch(val) [285][100/196] eta: 0:00:07 time: 0.0651 data_time: 0.0276 2023/03/27 12:06:20 - mmengine - INFO - Epoch(val) [285][196/196] accuracy/top1: 71.6560 accuracy/top5: 90.2960data_time: 0.0346 time: 0.1044 2023/03/27 12:06:39 - mmengine - INFO - Epoch(train) [286][ 100/5005] lr: 1.4212e-04 eta: 3:45:32 time: 0.1786 data_time: 0.0092 loss: 0.8773 2023/03/27 12:06:58 - mmengine - INFO - Epoch(train) [286][ 200/5005] lr: 1.4212e-04 eta: 3:45:14 time: 0.1787 data_time: 0.0094 loss: 1.0196 2023/03/27 12:07:17 - mmengine - INFO - Epoch(train) [286][ 300/5005] lr: 1.4212e-04 eta: 3:44:56 time: 0.1764 data_time: 0.0101 loss: 0.9758 2023/03/27 12:07:36 - mmengine - INFO - Epoch(train) [286][ 400/5005] lr: 1.4212e-04 eta: 3:44:38 time: 0.1788 data_time: 0.0098 loss: 1.0174 2023/03/27 12:07:54 - mmengine - INFO - Epoch(train) [286][ 500/5005] lr: 1.4212e-04 eta: 3:44:19 time: 0.1785 data_time: 0.0096 loss: 1.1429 2023/03/27 12:08:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:08:13 - mmengine - INFO - Epoch(train) [286][ 600/5005] lr: 1.4212e-04 eta: 3:44:01 time: 0.1769 data_time: 0.0097 loss: 1.1903 2023/03/27 12:08:32 - mmengine - INFO - Epoch(train) [286][ 700/5005] lr: 1.4212e-04 eta: 3:43:43 time: 0.1797 data_time: 0.0100 loss: 1.0782 2023/03/27 12:08:50 - mmengine - INFO - Epoch(train) [286][ 800/5005] lr: 1.4212e-04 eta: 3:43:25 time: 0.1787 data_time: 0.0094 loss: 1.0031 2023/03/27 12:09:09 - mmengine - INFO - Epoch(train) [286][ 900/5005] lr: 1.4212e-04 eta: 3:43:07 time: 0.1782 data_time: 0.0096 loss: 1.1717 2023/03/27 12:09:28 - mmengine - INFO - Epoch(train) [286][1000/5005] lr: 1.4212e-04 eta: 3:42:49 time: 0.1791 data_time: 0.0095 loss: 1.0474 2023/03/27 12:09:47 - mmengine - INFO - Epoch(train) [286][1100/5005] lr: 1.4212e-04 eta: 3:42:31 time: 0.1795 data_time: 0.0095 loss: 1.3053 2023/03/27 12:10:06 - mmengine - INFO - Epoch(train) [286][1200/5005] lr: 1.4212e-04 eta: 3:42:13 time: 0.1781 data_time: 0.0094 loss: 1.1155 2023/03/27 12:10:25 - mmengine - INFO - Epoch(train) [286][1300/5005] lr: 1.4212e-04 eta: 3:41:55 time: 0.1805 data_time: 0.0093 loss: 1.0390 2023/03/27 12:10:43 - mmengine - INFO - Epoch(train) [286][1400/5005] lr: 1.4212e-04 eta: 3:41:37 time: 0.1783 data_time: 0.0095 loss: 1.3021 2023/03/27 12:11:02 - mmengine - INFO - Epoch(train) [286][1500/5005] lr: 1.4212e-04 eta: 3:41:19 time: 0.1794 data_time: 0.0096 loss: 1.3108 2023/03/27 12:11:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:11:20 - mmengine - INFO - Epoch(train) [286][1600/5005] lr: 1.4212e-04 eta: 3:41:01 time: 0.1738 data_time: 0.0092 loss: 1.1066 2023/03/27 12:11:39 - mmengine - INFO - Epoch(train) [286][1700/5005] lr: 1.4212e-04 eta: 3:40:43 time: 0.1785 data_time: 0.0094 loss: 1.1433 2023/03/27 12:11:58 - mmengine - INFO - Epoch(train) [286][1800/5005] lr: 1.4212e-04 eta: 3:40:25 time: 0.1783 data_time: 0.0095 loss: 1.0035 2023/03/27 12:12:17 - mmengine - INFO - Epoch(train) [286][1900/5005] lr: 1.4212e-04 eta: 3:40:07 time: 0.1784 data_time: 0.0097 loss: 1.0753 2023/03/27 12:12:36 - mmengine - INFO - Epoch(train) [286][2000/5005] lr: 1.4212e-04 eta: 3:39:49 time: 0.1796 data_time: 0.0096 loss: 1.1467 2023/03/27 12:12:54 - mmengine - INFO - Epoch(train) [286][2100/5005] lr: 1.4212e-04 eta: 3:39:31 time: 0.1798 data_time: 0.0095 loss: 1.1304 2023/03/27 12:13:13 - mmengine - INFO - Epoch(train) [286][2200/5005] lr: 1.4212e-04 eta: 3:39:13 time: 0.1788 data_time: 0.0094 loss: 1.2068 2023/03/27 12:13:32 - mmengine - INFO - Epoch(train) [286][2300/5005] lr: 1.4212e-04 eta: 3:38:55 time: 0.1788 data_time: 0.0093 loss: 1.0520 2023/03/27 12:13:50 - mmengine - INFO - Epoch(train) [286][2400/5005] lr: 1.4212e-04 eta: 3:38:37 time: 0.1781 data_time: 0.0096 loss: 1.0668 2023/03/27 12:14:09 - mmengine - INFO - Epoch(train) [286][2500/5005] lr: 1.4212e-04 eta: 3:38:18 time: 0.1791 data_time: 0.0097 loss: 1.1233 2023/03/27 12:14:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:14:28 - mmengine - INFO - Epoch(train) [286][2600/5005] lr: 1.4212e-04 eta: 3:38:00 time: 0.1782 data_time: 0.0099 loss: 1.0310 2023/03/27 12:14:47 - mmengine - INFO - Epoch(train) [286][2700/5005] lr: 1.4212e-04 eta: 3:37:42 time: 0.1791 data_time: 0.0099 loss: 1.0137 2023/03/27 12:15:05 - mmengine - INFO - Epoch(train) [286][2800/5005] lr: 1.4212e-04 eta: 3:37:24 time: 0.1797 data_time: 0.0097 loss: 1.0858 2023/03/27 12:15:25 - mmengine - INFO - Epoch(train) [286][2900/5005] lr: 1.4212e-04 eta: 3:37:06 time: 0.1781 data_time: 0.0091 loss: 0.8511 2023/03/27 12:15:44 - mmengine - INFO - Epoch(train) [286][3000/5005] lr: 1.4212e-04 eta: 3:36:48 time: 0.1793 data_time: 0.0098 loss: 1.2089 2023/03/27 12:16:02 - mmengine - INFO - Epoch(train) [286][3100/5005] lr: 1.4212e-04 eta: 3:36:30 time: 0.1777 data_time: 0.0094 loss: 1.1757 2023/03/27 12:16:21 - mmengine - INFO - Epoch(train) [286][3200/5005] lr: 1.4212e-04 eta: 3:36:12 time: 0.1793 data_time: 0.0095 loss: 1.0509 2023/03/27 12:16:40 - mmengine - INFO - Epoch(train) [286][3300/5005] lr: 1.4212e-04 eta: 3:35:54 time: 0.1805 data_time: 0.0100 loss: 1.1198 2023/03/27 12:16:59 - mmengine - INFO - Epoch(train) [286][3400/5005] lr: 1.4212e-04 eta: 3:35:36 time: 0.1789 data_time: 0.0093 loss: 1.2322 2023/03/27 12:17:17 - mmengine - INFO - Epoch(train) [286][3500/5005] lr: 1.4212e-04 eta: 3:35:18 time: 0.1792 data_time: 0.0093 loss: 1.0515 2023/03/27 12:17:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:17:36 - mmengine - INFO - Epoch(train) [286][3600/5005] lr: 1.4212e-04 eta: 3:35:00 time: 0.1787 data_time: 0.0096 loss: 1.1853 2023/03/27 12:17:55 - mmengine - INFO - Epoch(train) [286][3700/5005] lr: 1.4212e-04 eta: 3:34:42 time: 0.1780 data_time: 0.0090 loss: 1.1111 2023/03/27 12:18:13 - mmengine - INFO - Epoch(train) [286][3800/5005] lr: 1.4212e-04 eta: 3:34:24 time: 0.1785 data_time: 0.0094 loss: 1.0583 2023/03/27 12:18:32 - mmengine - INFO - Epoch(train) [286][3900/5005] lr: 1.4212e-04 eta: 3:34:06 time: 0.1795 data_time: 0.0097 loss: 1.1528 2023/03/27 12:18:51 - mmengine - INFO - Epoch(train) [286][4000/5005] lr: 1.4212e-04 eta: 3:33:48 time: 0.1786 data_time: 0.0096 loss: 1.0947 2023/03/27 12:19:10 - mmengine - INFO - Epoch(train) [286][4100/5005] lr: 1.4212e-04 eta: 3:33:30 time: 0.1859 data_time: 0.0090 loss: 1.0756 2023/03/27 12:19:29 - mmengine - INFO - Epoch(train) [286][4200/5005] lr: 1.4212e-04 eta: 3:33:12 time: 0.1786 data_time: 0.0097 loss: 1.0597 2023/03/27 12:19:47 - mmengine - INFO - Epoch(train) [286][4300/5005] lr: 1.4212e-04 eta: 3:32:54 time: 0.1793 data_time: 0.0100 loss: 1.1199 2023/03/27 12:20:06 - mmengine - INFO - Epoch(train) [286][4400/5005] lr: 1.4212e-04 eta: 3:32:36 time: 0.1790 data_time: 0.0092 loss: 1.1706 2023/03/27 12:20:25 - mmengine - INFO - Epoch(train) [286][4500/5005] lr: 1.4212e-04 eta: 3:32:18 time: 0.1784 data_time: 0.0096 loss: 1.1654 2023/03/27 12:20:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:20:44 - mmengine - INFO - Epoch(train) [286][4600/5005] lr: 1.4212e-04 eta: 3:32:00 time: 0.1787 data_time: 0.0095 loss: 1.1914 2023/03/27 12:21:02 - mmengine - INFO - Epoch(train) [286][4700/5005] lr: 1.4212e-04 eta: 3:31:41 time: 0.1794 data_time: 0.0100 loss: 1.1881 2023/03/27 12:21:21 - mmengine - INFO - Epoch(train) [286][4800/5005] lr: 1.4212e-04 eta: 3:31:23 time: 0.1844 data_time: 0.0095 loss: 1.1696 2023/03/27 12:21:40 - mmengine - INFO - Epoch(train) [286][4900/5005] lr: 1.4212e-04 eta: 3:31:05 time: 0.1808 data_time: 0.0097 loss: 1.0370 2023/03/27 12:21:59 - mmengine - INFO - Epoch(train) [286][5000/5005] lr: 1.4212e-04 eta: 3:30:47 time: 0.1763 data_time: 0.0096 loss: 1.0772 2023/03/27 12:22:00 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:22:00 - mmengine - INFO - Saving checkpoint at 286 epochs 2023/03/27 12:22:09 - mmengine - INFO - Epoch(val) [286][100/196] eta: 0:00:07 time: 0.0655 data_time: 0.0287 2023/03/27 12:22:37 - mmengine - INFO - Epoch(val) [286][196/196] accuracy/top1: 71.5980 accuracy/top5: 90.1920data_time: 0.0703 time: 0.1024 2023/03/27 12:22:57 - mmengine - INFO - Epoch(train) [287][ 100/5005] lr: 1.3927e-04 eta: 3:30:28 time: 0.1903 data_time: 0.0092 loss: 1.1624 2023/03/27 12:23:16 - mmengine - INFO - Epoch(train) [287][ 200/5005] lr: 1.3927e-04 eta: 3:30:10 time: 0.1784 data_time: 0.0092 loss: 1.0068 2023/03/27 12:23:35 - mmengine - INFO - Epoch(train) [287][ 300/5005] lr: 1.3927e-04 eta: 3:29:52 time: 0.2032 data_time: 0.0092 loss: 1.1480 2023/03/27 12:23:53 - mmengine - INFO - Epoch(train) [287][ 400/5005] lr: 1.3927e-04 eta: 3:29:34 time: 0.1780 data_time: 0.0092 loss: 1.0211 2023/03/27 12:24:12 - mmengine - INFO - Epoch(train) [287][ 500/5005] lr: 1.3927e-04 eta: 3:29:16 time: 0.1785 data_time: 0.0095 loss: 1.1783 2023/03/27 12:24:25 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:24:31 - mmengine - INFO - Epoch(train) [287][ 600/5005] lr: 1.3927e-04 eta: 3:28:58 time: 0.1781 data_time: 0.0095 loss: 1.1445 2023/03/27 12:24:49 - mmengine - INFO - Epoch(train) [287][ 700/5005] lr: 1.3927e-04 eta: 3:28:40 time: 0.1783 data_time: 0.0093 loss: 0.9807 2023/03/27 12:25:08 - mmengine - INFO - Epoch(train) [287][ 800/5005] lr: 1.3927e-04 eta: 3:28:22 time: 0.1779 data_time: 0.0094 loss: 1.1389 2023/03/27 12:25:27 - mmengine - INFO - Epoch(train) [287][ 900/5005] lr: 1.3927e-04 eta: 3:28:04 time: 0.1783 data_time: 0.0093 loss: 1.2239 2023/03/27 12:25:45 - mmengine - INFO - Epoch(train) [287][1000/5005] lr: 1.3927e-04 eta: 3:27:46 time: 0.1780 data_time: 0.0095 loss: 1.0386 2023/03/27 12:26:04 - mmengine - INFO - Epoch(train) [287][1100/5005] lr: 1.3927e-04 eta: 3:27:28 time: 0.1973 data_time: 0.0093 loss: 1.2954 2023/03/27 12:26:23 - mmengine - INFO - Epoch(train) [287][1200/5005] lr: 1.3927e-04 eta: 3:27:10 time: 0.1801 data_time: 0.0095 loss: 1.1743 2023/03/27 12:26:41 - mmengine - INFO - Epoch(train) [287][1300/5005] lr: 1.3927e-04 eta: 3:26:52 time: 0.1781 data_time: 0.0093 loss: 1.3673 2023/03/27 12:27:00 - mmengine - INFO - Epoch(train) [287][1400/5005] lr: 1.3927e-04 eta: 3:26:34 time: 0.1781 data_time: 0.0091 loss: 1.1582 2023/03/27 12:27:19 - mmengine - INFO - Epoch(train) [287][1500/5005] lr: 1.3927e-04 eta: 3:26:16 time: 0.1803 data_time: 0.0093 loss: 1.1348 2023/03/27 12:27:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:27:38 - mmengine - INFO - Epoch(train) [287][1600/5005] lr: 1.3927e-04 eta: 3:25:58 time: 0.1786 data_time: 0.0092 loss: 1.2062 2023/03/27 12:27:56 - mmengine - INFO - Epoch(train) [287][1700/5005] lr: 1.3927e-04 eta: 3:25:40 time: 0.1785 data_time: 0.0093 loss: 1.0486 2023/03/27 12:28:15 - mmengine - INFO - Epoch(train) [287][1800/5005] lr: 1.3927e-04 eta: 3:25:22 time: 0.1976 data_time: 0.0093 loss: 1.1179 2023/03/27 12:28:34 - mmengine - INFO - Epoch(train) [287][1900/5005] lr: 1.3927e-04 eta: 3:25:04 time: 0.1788 data_time: 0.0097 loss: 1.0913 2023/03/27 12:28:53 - mmengine - INFO - Epoch(train) [287][2000/5005] lr: 1.3927e-04 eta: 3:24:45 time: 0.1791 data_time: 0.0093 loss: 0.9177 2023/03/27 12:29:11 - mmengine - INFO - Epoch(train) [287][2100/5005] lr: 1.3927e-04 eta: 3:24:27 time: 0.1812 data_time: 0.0093 loss: 1.2156 2023/03/27 12:29:30 - mmengine - INFO - Epoch(train) [287][2200/5005] lr: 1.3927e-04 eta: 3:24:09 time: 0.1794 data_time: 0.0092 loss: 0.9964 2023/03/27 12:29:49 - mmengine - INFO - Epoch(train) [287][2300/5005] lr: 1.3927e-04 eta: 3:23:51 time: 0.1790 data_time: 0.0098 loss: 1.0308 2023/03/27 12:30:07 - mmengine - INFO - Epoch(train) [287][2400/5005] lr: 1.3927e-04 eta: 3:23:33 time: 0.1790 data_time: 0.0098 loss: 1.1059 2023/03/27 12:30:26 - mmengine - INFO - Epoch(train) [287][2500/5005] lr: 1.3927e-04 eta: 3:23:15 time: 0.1794 data_time: 0.0092 loss: 1.0858 2023/03/27 12:30:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:30:45 - mmengine - INFO - Epoch(train) [287][2600/5005] lr: 1.3927e-04 eta: 3:22:57 time: 0.1782 data_time: 0.0096 loss: 1.0449 2023/03/27 12:31:04 - mmengine - INFO - Epoch(train) [287][2700/5005] lr: 1.3927e-04 eta: 3:22:39 time: 0.1787 data_time: 0.0095 loss: 0.9707 2023/03/27 12:31:23 - mmengine - INFO - Epoch(train) [287][2800/5005] lr: 1.3927e-04 eta: 3:22:21 time: 0.1800 data_time: 0.0095 loss: 1.1489 2023/03/27 12:31:41 - mmengine - INFO - Epoch(train) [287][2900/5005] lr: 1.3927e-04 eta: 3:22:03 time: 0.1788 data_time: 0.0095 loss: 1.2845 2023/03/27 12:32:00 - mmengine - INFO - Epoch(train) [287][3000/5005] lr: 1.3927e-04 eta: 3:21:45 time: 0.1797 data_time: 0.0098 loss: 1.1019 2023/03/27 12:32:18 - mmengine - INFO - Epoch(train) [287][3100/5005] lr: 1.3927e-04 eta: 3:21:27 time: 0.1782 data_time: 0.0093 loss: 1.1192 2023/03/27 12:32:37 - mmengine - INFO - Epoch(train) [287][3200/5005] lr: 1.3927e-04 eta: 3:21:09 time: 0.2009 data_time: 0.0093 loss: 1.0953 2023/03/27 12:32:56 - mmengine - INFO - Epoch(train) [287][3300/5005] lr: 1.3927e-04 eta: 3:20:51 time: 0.1780 data_time: 0.0093 loss: 1.1540 2023/03/27 12:33:15 - mmengine - INFO - Epoch(train) [287][3400/5005] lr: 1.3927e-04 eta: 3:20:33 time: 0.1798 data_time: 0.0093 loss: 1.2720 2023/03/27 12:33:33 - mmengine - INFO - Epoch(train) [287][3500/5005] lr: 1.3927e-04 eta: 3:20:15 time: 0.1785 data_time: 0.0098 loss: 1.1719 2023/03/27 12:33:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:33:52 - mmengine - INFO - Epoch(train) [287][3600/5005] lr: 1.3927e-04 eta: 3:19:57 time: 0.1772 data_time: 0.0094 loss: 1.1777 2023/03/27 12:34:11 - mmengine - INFO - Epoch(train) [287][3700/5005] lr: 1.3927e-04 eta: 3:19:39 time: 0.1784 data_time: 0.0093 loss: 1.1461 2023/03/27 12:34:30 - mmengine - INFO - Epoch(train) [287][3800/5005] lr: 1.3927e-04 eta: 3:19:21 time: 0.1796 data_time: 0.0091 loss: 0.9697 2023/03/27 12:34:48 - mmengine - INFO - Epoch(train) [287][3900/5005] lr: 1.3927e-04 eta: 3:19:03 time: 0.1801 data_time: 0.0092 loss: 1.2365 2023/03/27 12:35:07 - mmengine - INFO - Epoch(train) [287][4000/5005] lr: 1.3927e-04 eta: 3:18:45 time: 0.1885 data_time: 0.0092 loss: 1.2056 2023/03/27 12:35:26 - mmengine - INFO - Epoch(train) [287][4100/5005] lr: 1.3927e-04 eta: 3:18:26 time: 0.1788 data_time: 0.0093 loss: 1.1797 2023/03/27 12:35:44 - mmengine - INFO - Epoch(train) [287][4200/5005] lr: 1.3927e-04 eta: 3:18:08 time: 0.1778 data_time: 0.0094 loss: 1.0972 2023/03/27 12:36:03 - mmengine - INFO - Epoch(train) [287][4300/5005] lr: 1.3927e-04 eta: 3:17:50 time: 0.1802 data_time: 0.0094 loss: 1.2881 2023/03/27 12:36:22 - mmengine - INFO - Epoch(train) [287][4400/5005] lr: 1.3927e-04 eta: 3:17:32 time: 0.1790 data_time: 0.0095 loss: 1.1234 2023/03/27 12:36:41 - mmengine - INFO - Epoch(train) [287][4500/5005] lr: 1.3927e-04 eta: 3:17:14 time: 0.2026 data_time: 0.0091 loss: 1.2393 2023/03/27 12:36:54 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:36:59 - mmengine - INFO - Epoch(train) [287][4600/5005] lr: 1.3927e-04 eta: 3:16:56 time: 0.1797 data_time: 0.0096 loss: 1.1462 2023/03/27 12:37:18 - mmengine - INFO - Epoch(train) [287][4700/5005] lr: 1.3927e-04 eta: 3:16:38 time: 0.1807 data_time: 0.0093 loss: 1.1567 2023/03/27 12:37:37 - mmengine - INFO - Epoch(train) [287][4800/5005] lr: 1.3927e-04 eta: 3:16:20 time: 0.1796 data_time: 0.0094 loss: 1.1836 2023/03/27 12:37:56 - mmengine - INFO - Epoch(train) [287][4900/5005] lr: 1.3927e-04 eta: 3:16:02 time: 0.1784 data_time: 0.0093 loss: 1.1114 2023/03/27 12:38:14 - mmengine - INFO - Epoch(train) [287][5000/5005] lr: 1.3927e-04 eta: 3:15:44 time: 0.1756 data_time: 0.0093 loss: 0.9571 2023/03/27 12:38:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:38:16 - mmengine - INFO - Saving checkpoint at 287 epochs 2023/03/27 12:38:24 - mmengine - INFO - Epoch(val) [287][100/196] eta: 0:00:07 time: 0.0649 data_time: 0.0284 2023/03/27 12:38:53 - mmengine - INFO - Epoch(val) [287][196/196] accuracy/top1: 71.6880 accuracy/top5: 90.2580data_time: 0.0693 time: 0.1036 2023/03/27 12:39:13 - mmengine - INFO - Epoch(train) [288][ 100/5005] lr: 1.3649e-04 eta: 3:15:25 time: 0.1951 data_time: 0.0092 loss: 1.0498 2023/03/27 12:39:31 - mmengine - INFO - Epoch(train) [288][ 200/5005] lr: 1.3649e-04 eta: 3:15:07 time: 0.1791 data_time: 0.0095 loss: 1.0830 2023/03/27 12:39:50 - mmengine - INFO - Epoch(train) [288][ 300/5005] lr: 1.3649e-04 eta: 3:14:49 time: 0.1781 data_time: 0.0092 loss: 1.2515 2023/03/27 12:40:09 - mmengine - INFO - Epoch(train) [288][ 400/5005] lr: 1.3649e-04 eta: 3:14:31 time: 0.1791 data_time: 0.0089 loss: 1.0741 2023/03/27 12:40:28 - mmengine - INFO - Epoch(train) [288][ 500/5005] lr: 1.3649e-04 eta: 3:14:13 time: 0.1774 data_time: 0.0095 loss: 1.1794 2023/03/27 12:40:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:40:47 - mmengine - INFO - Epoch(train) [288][ 600/5005] lr: 1.3649e-04 eta: 3:13:55 time: 0.1787 data_time: 0.0095 loss: 1.0929 2023/03/27 12:41:06 - mmengine - INFO - Epoch(train) [288][ 700/5005] lr: 1.3649e-04 eta: 3:13:37 time: 0.2022 data_time: 0.0092 loss: 1.1082 2023/03/27 12:41:24 - mmengine - INFO - Epoch(train) [288][ 800/5005] lr: 1.3649e-04 eta: 3:13:19 time: 0.1790 data_time: 0.0094 loss: 1.2356 2023/03/27 12:41:43 - mmengine - INFO - Epoch(train) [288][ 900/5005] lr: 1.3649e-04 eta: 3:13:01 time: 0.1784 data_time: 0.0095 loss: 1.0140 2023/03/27 12:42:01 - mmengine - INFO - Epoch(train) [288][1000/5005] lr: 1.3649e-04 eta: 3:12:43 time: 0.1795 data_time: 0.0094 loss: 1.1905 2023/03/27 12:42:20 - mmengine - INFO - Epoch(train) [288][1100/5005] lr: 1.3649e-04 eta: 3:12:25 time: 0.1804 data_time: 0.0094 loss: 1.1191 2023/03/27 12:42:39 - mmengine - INFO - Epoch(train) [288][1200/5005] lr: 1.3649e-04 eta: 3:12:07 time: 0.1793 data_time: 0.0098 loss: 1.1841 2023/03/27 12:42:58 - mmengine - INFO - Epoch(train) [288][1300/5005] lr: 1.3649e-04 eta: 3:11:49 time: 0.1799 data_time: 0.0095 loss: 1.1976 2023/03/27 12:43:17 - mmengine - INFO - Epoch(train) [288][1400/5005] lr: 1.3649e-04 eta: 3:11:31 time: 0.1790 data_time: 0.0098 loss: 1.1136 2023/03/27 12:43:36 - mmengine - INFO - Epoch(train) [288][1500/5005] lr: 1.3649e-04 eta: 3:11:13 time: 0.1904 data_time: 0.0094 loss: 1.1954 2023/03/27 12:43:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:43:54 - mmengine - INFO - Epoch(train) [288][1600/5005] lr: 1.3649e-04 eta: 3:10:54 time: 0.1787 data_time: 0.0096 loss: 1.1673 2023/03/27 12:44:13 - mmengine - INFO - Epoch(train) [288][1700/5005] lr: 1.3649e-04 eta: 3:10:36 time: 0.1797 data_time: 0.0094 loss: 1.2819 2023/03/27 12:44:32 - mmengine - INFO - Epoch(train) [288][1800/5005] lr: 1.3649e-04 eta: 3:10:18 time: 0.1788 data_time: 0.0095 loss: 1.1131 2023/03/27 12:44:50 - mmengine - INFO - Epoch(train) [288][1900/5005] lr: 1.3649e-04 eta: 3:10:00 time: 0.1803 data_time: 0.0095 loss: 1.1544 2023/03/27 12:45:09 - mmengine - INFO - Epoch(train) [288][2000/5005] lr: 1.3649e-04 eta: 3:09:42 time: 0.1790 data_time: 0.0093 loss: 1.1005 2023/03/27 12:45:28 - mmengine - INFO - Epoch(train) [288][2100/5005] lr: 1.3649e-04 eta: 3:09:24 time: 0.1786 data_time: 0.0094 loss: 1.1936 2023/03/27 12:45:47 - mmengine - INFO - Epoch(train) [288][2200/5005] lr: 1.3649e-04 eta: 3:09:06 time: 0.1784 data_time: 0.0094 loss: 1.1451 2023/03/27 12:46:06 - mmengine - INFO - Epoch(train) [288][2300/5005] lr: 1.3649e-04 eta: 3:08:48 time: 0.1776 data_time: 0.0088 loss: 1.1104 2023/03/27 12:46:25 - mmengine - INFO - Epoch(train) [288][2400/5005] lr: 1.3649e-04 eta: 3:08:30 time: 0.1792 data_time: 0.0095 loss: 1.2224 2023/03/27 12:46:43 - mmengine - INFO - Epoch(train) [288][2500/5005] lr: 1.3649e-04 eta: 3:08:12 time: 0.1800 data_time: 0.0098 loss: 1.1351 2023/03/27 12:46:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:47:02 - mmengine - INFO - Epoch(train) [288][2600/5005] lr: 1.3649e-04 eta: 3:07:54 time: 0.1782 data_time: 0.0090 loss: 1.0906 2023/03/27 12:47:20 - mmengine - INFO - Epoch(train) [288][2700/5005] lr: 1.3649e-04 eta: 3:07:36 time: 0.1792 data_time: 0.0093 loss: 1.1088 2023/03/27 12:47:39 - mmengine - INFO - Epoch(train) [288][2800/5005] lr: 1.3649e-04 eta: 3:07:18 time: 0.1781 data_time: 0.0092 loss: 1.1026 2023/03/27 12:47:58 - mmengine - INFO - Epoch(train) [288][2900/5005] lr: 1.3649e-04 eta: 3:07:00 time: 0.1792 data_time: 0.0096 loss: 1.0287 2023/03/27 12:48:17 - mmengine - INFO - Epoch(train) [288][3000/5005] lr: 1.3649e-04 eta: 3:06:42 time: 0.1799 data_time: 0.0092 loss: 1.0384 2023/03/27 12:48:36 - mmengine - INFO - Epoch(train) [288][3100/5005] lr: 1.3649e-04 eta: 3:06:24 time: 0.1806 data_time: 0.0097 loss: 1.1683 2023/03/27 12:48:55 - mmengine - INFO - Epoch(train) [288][3200/5005] lr: 1.3649e-04 eta: 3:06:06 time: 0.1783 data_time: 0.0091 loss: 1.1733 2023/03/27 12:49:13 - mmengine - INFO - Epoch(train) [288][3300/5005] lr: 1.3649e-04 eta: 3:05:48 time: 0.1790 data_time: 0.0095 loss: 1.3149 2023/03/27 12:49:32 - mmengine - INFO - Epoch(train) [288][3400/5005] lr: 1.3649e-04 eta: 3:05:30 time: 0.1786 data_time: 0.0091 loss: 1.0641 2023/03/27 12:49:50 - mmengine - INFO - Epoch(train) [288][3500/5005] lr: 1.3649e-04 eta: 3:05:12 time: 0.1788 data_time: 0.0096 loss: 1.2217 2023/03/27 12:50:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:50:09 - mmengine - INFO - Epoch(train) [288][3600/5005] lr: 1.3649e-04 eta: 3:04:54 time: 0.1793 data_time: 0.0096 loss: 1.2469 2023/03/27 12:50:28 - mmengine - INFO - Epoch(train) [288][3700/5005] lr: 1.3649e-04 eta: 3:04:35 time: 0.1995 data_time: 0.0097 loss: 1.2264 2023/03/27 12:50:47 - mmengine - INFO - Epoch(train) [288][3800/5005] lr: 1.3649e-04 eta: 3:04:17 time: 0.2030 data_time: 0.0089 loss: 1.3596 2023/03/27 12:51:06 - mmengine - INFO - Epoch(train) [288][3900/5005] lr: 1.3649e-04 eta: 3:03:59 time: 0.1772 data_time: 0.0092 loss: 1.1620 2023/03/27 12:51:25 - mmengine - INFO - Epoch(train) [288][4000/5005] lr: 1.3649e-04 eta: 3:03:41 time: 0.1785 data_time: 0.0095 loss: 1.2155 2023/03/27 12:51:43 - mmengine - INFO - Epoch(train) [288][4100/5005] lr: 1.3649e-04 eta: 3:03:23 time: 0.1783 data_time: 0.0091 loss: 1.3271 2023/03/27 12:52:02 - mmengine - INFO - Epoch(train) [288][4200/5005] lr: 1.3649e-04 eta: 3:03:05 time: 0.1782 data_time: 0.0090 loss: 1.1096 2023/03/27 12:52:21 - mmengine - INFO - Epoch(train) [288][4300/5005] lr: 1.3649e-04 eta: 3:02:47 time: 0.1796 data_time: 0.0101 loss: 1.2819 2023/03/27 12:52:39 - mmengine - INFO - Epoch(train) [288][4400/5005] lr: 1.3649e-04 eta: 3:02:29 time: 0.1781 data_time: 0.0093 loss: 0.9906 2023/03/27 12:52:58 - mmengine - INFO - Epoch(train) [288][4500/5005] lr: 1.3649e-04 eta: 3:02:11 time: 0.1776 data_time: 0.0095 loss: 1.1501 2023/03/27 12:53:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:53:17 - mmengine - INFO - Epoch(train) [288][4600/5005] lr: 1.3649e-04 eta: 3:01:53 time: 0.1796 data_time: 0.0093 loss: 1.1006 2023/03/27 12:53:36 - mmengine - INFO - Epoch(train) [288][4700/5005] lr: 1.3649e-04 eta: 3:01:35 time: 0.1790 data_time: 0.0094 loss: 1.0882 2023/03/27 12:53:55 - mmengine - INFO - Epoch(train) [288][4800/5005] lr: 1.3649e-04 eta: 3:01:17 time: 0.1780 data_time: 0.0092 loss: 1.1924 2023/03/27 12:54:13 - mmengine - INFO - Epoch(train) [288][4900/5005] lr: 1.3649e-04 eta: 3:00:59 time: 0.1791 data_time: 0.0096 loss: 1.1561 2023/03/27 12:54:32 - mmengine - INFO - Epoch(train) [288][5000/5005] lr: 1.3649e-04 eta: 3:00:41 time: 0.1754 data_time: 0.0096 loss: 1.2082 2023/03/27 12:54:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:54:33 - mmengine - INFO - Saving checkpoint at 288 epochs 2023/03/27 12:54:42 - mmengine - INFO - Epoch(val) [288][100/196] eta: 0:00:07 time: 0.0716 data_time: 0.0343 2023/03/27 12:55:11 - mmengine - INFO - Epoch(val) [288][196/196] accuracy/top1: 71.5960 accuracy/top5: 90.2940data_time: 0.0692 time: 0.1018 2023/03/27 12:55:31 - mmengine - INFO - Epoch(train) [289][ 100/5005] lr: 1.3376e-04 eta: 3:00:22 time: 0.1785 data_time: 0.0097 loss: 1.1580 2023/03/27 12:55:49 - mmengine - INFO - Epoch(train) [289][ 200/5005] lr: 1.3376e-04 eta: 3:00:04 time: 0.1799 data_time: 0.0098 loss: 1.2775 2023/03/27 12:56:08 - mmengine - INFO - Epoch(train) [289][ 300/5005] lr: 1.3376e-04 eta: 2:59:46 time: 0.1807 data_time: 0.0096 loss: 1.2875 2023/03/27 12:56:27 - mmengine - INFO - Epoch(train) [289][ 400/5005] lr: 1.3376e-04 eta: 2:59:28 time: 0.1785 data_time: 0.0095 loss: 1.1609 2023/03/27 12:56:46 - mmengine - INFO - Epoch(train) [289][ 500/5005] lr: 1.3376e-04 eta: 2:59:10 time: 0.1806 data_time: 0.0097 loss: 1.2249 2023/03/27 12:56:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 12:57:05 - mmengine - INFO - Epoch(train) [289][ 600/5005] lr: 1.3376e-04 eta: 2:58:52 time: 0.1786 data_time: 0.0093 loss: 1.0285 2023/03/27 12:57:23 - mmengine - INFO - Epoch(train) [289][ 700/5005] lr: 1.3376e-04 eta: 2:58:34 time: 0.1795 data_time: 0.0098 loss: 1.1961 2023/03/27 12:57:42 - mmengine - INFO - Epoch(train) [289][ 800/5005] lr: 1.3376e-04 eta: 2:58:16 time: 0.1790 data_time: 0.0097 loss: 1.1383 2023/03/27 12:58:01 - mmengine - INFO - Epoch(train) [289][ 900/5005] lr: 1.3376e-04 eta: 2:57:58 time: 0.1793 data_time: 0.0095 loss: 1.0923 2023/03/27 12:58:19 - mmengine - INFO - Epoch(train) [289][1000/5005] lr: 1.3376e-04 eta: 2:57:40 time: 0.1792 data_time: 0.0094 loss: 1.3327 2023/03/27 12:58:38 - mmengine - INFO - Epoch(train) [289][1100/5005] lr: 1.3376e-04 eta: 2:57:21 time: 0.1798 data_time: 0.0098 loss: 1.3378 2023/03/27 12:58:57 - mmengine - INFO - Epoch(train) [289][1200/5005] lr: 1.3376e-04 eta: 2:57:03 time: 0.1783 data_time: 0.0094 loss: 1.2171 2023/03/27 12:59:16 - mmengine - INFO - Epoch(train) [289][1300/5005] lr: 1.3376e-04 eta: 2:56:45 time: 0.1799 data_time: 0.0098 loss: 1.1321 2023/03/27 12:59:35 - mmengine - INFO - Epoch(train) [289][1400/5005] lr: 1.3376e-04 eta: 2:56:27 time: 0.1802 data_time: 0.0097 loss: 1.3562 2023/03/27 12:59:53 - mmengine - INFO - Epoch(train) [289][1500/5005] lr: 1.3376e-04 eta: 2:56:09 time: 0.1797 data_time: 0.0098 loss: 1.1274 2023/03/27 13:00:05 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:00:12 - mmengine - INFO - Epoch(train) [289][1600/5005] lr: 1.3376e-04 eta: 2:55:51 time: 0.1841 data_time: 0.0099 loss: 1.2404 2023/03/27 13:00:31 - mmengine - INFO - Epoch(train) [289][1700/5005] lr: 1.3376e-04 eta: 2:55:33 time: 0.1799 data_time: 0.0094 loss: 1.1700 2023/03/27 13:00:50 - mmengine - INFO - Epoch(train) [289][1800/5005] lr: 1.3376e-04 eta: 2:55:15 time: 0.1791 data_time: 0.0099 loss: 1.0136 2023/03/27 13:01:09 - mmengine - INFO - Epoch(train) [289][1900/5005] lr: 1.3376e-04 eta: 2:54:57 time: 0.1794 data_time: 0.0095 loss: 1.2059 2023/03/27 13:01:28 - mmengine - INFO - Epoch(train) [289][2000/5005] lr: 1.3376e-04 eta: 2:54:39 time: 0.1797 data_time: 0.0096 loss: 1.0794 2023/03/27 13:01:46 - mmengine - INFO - Epoch(train) [289][2100/5005] lr: 1.3376e-04 eta: 2:54:21 time: 0.1812 data_time: 0.0101 loss: 0.9206 2023/03/27 13:02:05 - mmengine - INFO - Epoch(train) [289][2200/5005] lr: 1.3376e-04 eta: 2:54:03 time: 0.1797 data_time: 0.0095 loss: 1.1559 2023/03/27 13:02:24 - mmengine - INFO - Epoch(train) [289][2300/5005] lr: 1.3376e-04 eta: 2:53:45 time: 0.1799 data_time: 0.0095 loss: 1.0301 2023/03/27 13:02:43 - mmengine - INFO - Epoch(train) [289][2400/5005] lr: 1.3376e-04 eta: 2:53:27 time: 0.1802 data_time: 0.0096 loss: 1.1280 2023/03/27 13:03:02 - mmengine - INFO - Epoch(train) [289][2500/5005] lr: 1.3376e-04 eta: 2:53:09 time: 0.1793 data_time: 0.0097 loss: 1.0949 2023/03/27 13:03:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:03:21 - mmengine - INFO - Epoch(train) [289][2600/5005] lr: 1.3376e-04 eta: 2:52:51 time: 0.1798 data_time: 0.0097 loss: 1.1863 2023/03/27 13:03:39 - mmengine - INFO - Epoch(train) [289][2700/5005] lr: 1.3376e-04 eta: 2:52:33 time: 0.1792 data_time: 0.0093 loss: 1.2110 2023/03/27 13:03:58 - mmengine - INFO - Epoch(train) [289][2800/5005] lr: 1.3376e-04 eta: 2:52:15 time: 0.1800 data_time: 0.0094 loss: 1.1925 2023/03/27 13:04:17 - mmengine - INFO - Epoch(train) [289][2900/5005] lr: 1.3376e-04 eta: 2:51:57 time: 0.1798 data_time: 0.0097 loss: 1.0656 2023/03/27 13:04:36 - mmengine - INFO - Epoch(train) [289][3000/5005] lr: 1.3376e-04 eta: 2:51:39 time: 0.1798 data_time: 0.0102 loss: 1.1008 2023/03/27 13:04:55 - mmengine - INFO - Epoch(train) [289][3100/5005] lr: 1.3376e-04 eta: 2:51:21 time: 0.1804 data_time: 0.0101 loss: 1.2914 2023/03/27 13:05:13 - mmengine - INFO - Epoch(train) [289][3200/5005] lr: 1.3376e-04 eta: 2:51:03 time: 0.1813 data_time: 0.0095 loss: 1.0015 2023/03/27 13:05:32 - mmengine - INFO - Epoch(train) [289][3300/5005] lr: 1.3376e-04 eta: 2:50:44 time: 0.1792 data_time: 0.0094 loss: 1.1058 2023/03/27 13:05:51 - mmengine - INFO - Epoch(train) [289][3400/5005] lr: 1.3376e-04 eta: 2:50:26 time: 0.2017 data_time: 0.0096 loss: 1.2078 2023/03/27 13:06:10 - mmengine - INFO - Epoch(train) [289][3500/5005] lr: 1.3376e-04 eta: 2:50:08 time: 0.1923 data_time: 0.0093 loss: 1.1528 2023/03/27 13:06:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:06:28 - mmengine - INFO - Epoch(train) [289][3600/5005] lr: 1.3376e-04 eta: 2:49:50 time: 0.1803 data_time: 0.0096 loss: 1.1235 2023/03/27 13:06:47 - mmengine - INFO - Epoch(train) [289][3700/5005] lr: 1.3376e-04 eta: 2:49:32 time: 0.1995 data_time: 0.0092 loss: 1.1724 2023/03/27 13:07:06 - mmengine - INFO - Epoch(train) [289][3800/5005] lr: 1.3376e-04 eta: 2:49:14 time: 0.1796 data_time: 0.0096 loss: 1.0602 2023/03/27 13:07:25 - mmengine - INFO - Epoch(train) [289][3900/5005] lr: 1.3376e-04 eta: 2:48:56 time: 0.1799 data_time: 0.0098 loss: 1.1153 2023/03/27 13:07:43 - mmengine - INFO - Epoch(train) [289][4000/5005] lr: 1.3376e-04 eta: 2:48:38 time: 0.1801 data_time: 0.0096 loss: 1.0269 2023/03/27 13:08:03 - mmengine - INFO - Epoch(train) [289][4100/5005] lr: 1.3376e-04 eta: 2:48:20 time: 0.2002 data_time: 0.0090 loss: 1.2225 2023/03/27 13:08:21 - mmengine - INFO - Epoch(train) [289][4200/5005] lr: 1.3376e-04 eta: 2:48:02 time: 0.1813 data_time: 0.0095 loss: 1.0531 2023/03/27 13:08:40 - mmengine - INFO - Epoch(train) [289][4300/5005] lr: 1.3376e-04 eta: 2:47:44 time: 0.1793 data_time: 0.0097 loss: 1.2007 2023/03/27 13:08:59 - mmengine - INFO - Epoch(train) [289][4400/5005] lr: 1.3376e-04 eta: 2:47:26 time: 0.1790 data_time: 0.0093 loss: 1.0443 2023/03/27 13:09:18 - mmengine - INFO - Epoch(train) [289][4500/5005] lr: 1.3376e-04 eta: 2:47:08 time: 0.1811 data_time: 0.0099 loss: 1.3361 2023/03/27 13:09:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:09:37 - mmengine - INFO - Epoch(train) [289][4600/5005] lr: 1.3376e-04 eta: 2:46:50 time: 0.2011 data_time: 0.0091 loss: 1.2139 2023/03/27 13:09:55 - mmengine - INFO - Epoch(train) [289][4700/5005] lr: 1.3376e-04 eta: 2:46:32 time: 0.1797 data_time: 0.0098 loss: 1.0134 2023/03/27 13:10:14 - mmengine - INFO - Epoch(train) [289][4800/5005] lr: 1.3376e-04 eta: 2:46:14 time: 0.1814 data_time: 0.0097 loss: 1.1934 2023/03/27 13:10:33 - mmengine - INFO - Epoch(train) [289][4900/5005] lr: 1.3376e-04 eta: 2:45:56 time: 0.1795 data_time: 0.0096 loss: 1.1896 2023/03/27 13:10:52 - mmengine - INFO - Epoch(train) [289][5000/5005] lr: 1.3376e-04 eta: 2:45:38 time: 0.1770 data_time: 0.0095 loss: 1.0941 2023/03/27 13:10:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:10:53 - mmengine - INFO - Saving checkpoint at 289 epochs 2023/03/27 13:11:02 - mmengine - INFO - Epoch(val) [289][100/196] eta: 0:00:07 time: 0.0660 data_time: 0.0288 2023/03/27 13:11:30 - mmengine - INFO - Epoch(val) [289][196/196] accuracy/top1: 71.6780 accuracy/top5: 90.3480data_time: 0.0677 time: 0.0995 2023/03/27 13:11:50 - mmengine - INFO - Epoch(train) [290][ 100/5005] lr: 1.3108e-04 eta: 2:45:19 time: 0.1806 data_time: 0.0101 loss: 1.2537 2023/03/27 13:12:09 - mmengine - INFO - Epoch(train) [290][ 200/5005] lr: 1.3108e-04 eta: 2:45:01 time: 0.1788 data_time: 0.0096 loss: 1.2615 2023/03/27 13:12:28 - mmengine - INFO - Epoch(train) [290][ 300/5005] lr: 1.3108e-04 eta: 2:44:43 time: 0.1795 data_time: 0.0095 loss: 1.2067 2023/03/27 13:12:47 - mmengine - INFO - Epoch(train) [290][ 400/5005] lr: 1.3108e-04 eta: 2:44:25 time: 0.1751 data_time: 0.0094 loss: 1.0490 2023/03/27 13:13:05 - mmengine - INFO - Epoch(train) [290][ 500/5005] lr: 1.3108e-04 eta: 2:44:07 time: 0.1792 data_time: 0.0092 loss: 1.3301 2023/03/27 13:13:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:13:25 - mmengine - INFO - Epoch(train) [290][ 600/5005] lr: 1.3108e-04 eta: 2:43:49 time: 0.1778 data_time: 0.0095 loss: 1.2634 2023/03/27 13:13:43 - mmengine - INFO - Epoch(train) [290][ 700/5005] lr: 1.3108e-04 eta: 2:43:31 time: 0.1793 data_time: 0.0096 loss: 1.2770 2023/03/27 13:14:02 - mmengine - INFO - Epoch(train) [290][ 800/5005] lr: 1.3108e-04 eta: 2:43:12 time: 0.1786 data_time: 0.0097 loss: 1.0516 2023/03/27 13:14:20 - mmengine - INFO - Epoch(train) [290][ 900/5005] lr: 1.3108e-04 eta: 2:42:54 time: 0.1801 data_time: 0.0098 loss: 1.2967 2023/03/27 13:14:39 - mmengine - INFO - Epoch(train) [290][1000/5005] lr: 1.3108e-04 eta: 2:42:36 time: 0.1794 data_time: 0.0094 loss: 1.1132 2023/03/27 13:14:58 - mmengine - INFO - Epoch(train) [290][1100/5005] lr: 1.3108e-04 eta: 2:42:18 time: 0.1787 data_time: 0.0094 loss: 1.1313 2023/03/27 13:15:17 - mmengine - INFO - Epoch(train) [290][1200/5005] lr: 1.3108e-04 eta: 2:42:00 time: 0.1802 data_time: 0.0097 loss: 1.3711 2023/03/27 13:15:36 - mmengine - INFO - Epoch(train) [290][1300/5005] lr: 1.3108e-04 eta: 2:41:42 time: 0.1783 data_time: 0.0095 loss: 1.1450 2023/03/27 13:15:55 - mmengine - INFO - Epoch(train) [290][1400/5005] lr: 1.3108e-04 eta: 2:41:24 time: 0.1790 data_time: 0.0094 loss: 1.1817 2023/03/27 13:16:14 - mmengine - INFO - Epoch(train) [290][1500/5005] lr: 1.3108e-04 eta: 2:41:06 time: 0.1797 data_time: 0.0101 loss: 1.0779 2023/03/27 13:16:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:16:32 - mmengine - INFO - Epoch(train) [290][1600/5005] lr: 1.3108e-04 eta: 2:40:48 time: 0.1794 data_time: 0.0096 loss: 1.2840 2023/03/27 13:16:51 - mmengine - INFO - Epoch(train) [290][1700/5005] lr: 1.3108e-04 eta: 2:40:30 time: 0.1796 data_time: 0.0096 loss: 0.9977 2023/03/27 13:17:10 - mmengine - INFO - Epoch(train) [290][1800/5005] lr: 1.3108e-04 eta: 2:40:12 time: 0.1808 data_time: 0.0098 loss: 1.1502 2023/03/27 13:17:29 - mmengine - INFO - Epoch(train) [290][1900/5005] lr: 1.3108e-04 eta: 2:39:54 time: 0.1789 data_time: 0.0100 loss: 1.2379 2023/03/27 13:17:48 - mmengine - INFO - Epoch(train) [290][2000/5005] lr: 1.3108e-04 eta: 2:39:36 time: 0.1799 data_time: 0.0098 loss: 1.0177 2023/03/27 13:18:07 - mmengine - INFO - Epoch(train) [290][2100/5005] lr: 1.3108e-04 eta: 2:39:18 time: 0.1810 data_time: 0.0096 loss: 1.1085 2023/03/27 13:18:25 - mmengine - INFO - Epoch(train) [290][2200/5005] lr: 1.3108e-04 eta: 2:39:00 time: 0.1797 data_time: 0.0099 loss: 1.1539 2023/03/27 13:18:44 - mmengine - INFO - Epoch(train) [290][2300/5005] lr: 1.3108e-04 eta: 2:38:42 time: 0.1794 data_time: 0.0094 loss: 1.2461 2023/03/27 13:19:03 - mmengine - INFO - Epoch(train) [290][2400/5005] lr: 1.3108e-04 eta: 2:38:24 time: 0.1790 data_time: 0.0097 loss: 1.3476 2023/03/27 13:19:22 - mmengine - INFO - Epoch(train) [290][2500/5005] lr: 1.3108e-04 eta: 2:38:06 time: 0.1795 data_time: 0.0099 loss: 1.2345 2023/03/27 13:19:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:19:41 - mmengine - INFO - Epoch(train) [290][2600/5005] lr: 1.3108e-04 eta: 2:37:48 time: 0.1797 data_time: 0.0095 loss: 1.0948 2023/03/27 13:19:59 - mmengine - INFO - Epoch(train) [290][2700/5005] lr: 1.3108e-04 eta: 2:37:30 time: 0.1808 data_time: 0.0099 loss: 1.2658 2023/03/27 13:20:18 - mmengine - INFO - Epoch(train) [290][2800/5005] lr: 1.3108e-04 eta: 2:37:12 time: 0.1794 data_time: 0.0096 loss: 1.1584 2023/03/27 13:20:37 - mmengine - INFO - Epoch(train) [290][2900/5005] lr: 1.3108e-04 eta: 2:36:54 time: 0.1796 data_time: 0.0094 loss: 1.0886 2023/03/27 13:20:56 - mmengine - INFO - Epoch(train) [290][3000/5005] lr: 1.3108e-04 eta: 2:36:35 time: 0.1804 data_time: 0.0099 loss: 1.2409 2023/03/27 13:21:15 - mmengine - INFO - Epoch(train) [290][3100/5005] lr: 1.3108e-04 eta: 2:36:17 time: 0.1991 data_time: 0.0099 loss: 1.2100 2023/03/27 13:21:33 - mmengine - INFO - Epoch(train) [290][3200/5005] lr: 1.3108e-04 eta: 2:35:59 time: 0.1803 data_time: 0.0099 loss: 1.0894 2023/03/27 13:21:52 - mmengine - INFO - Epoch(train) [290][3300/5005] lr: 1.3108e-04 eta: 2:35:41 time: 0.1802 data_time: 0.0098 loss: 1.2090 2023/03/27 13:22:11 - mmengine - INFO - Epoch(train) [290][3400/5005] lr: 1.3108e-04 eta: 2:35:23 time: 0.1801 data_time: 0.0097 loss: 1.0407 2023/03/27 13:22:30 - mmengine - INFO - Epoch(train) [290][3500/5005] lr: 1.3108e-04 eta: 2:35:05 time: 0.1804 data_time: 0.0101 loss: 1.1757 2023/03/27 13:22:40 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:22:48 - mmengine - INFO - Epoch(train) [290][3600/5005] lr: 1.3108e-04 eta: 2:34:47 time: 0.1810 data_time: 0.0099 loss: 1.2574 2023/03/27 13:23:07 - mmengine - INFO - Epoch(train) [290][3700/5005] lr: 1.3108e-04 eta: 2:34:29 time: 0.1784 data_time: 0.0092 loss: 0.9906 2023/03/27 13:23:26 - mmengine - INFO - Epoch(train) [290][3800/5005] lr: 1.3108e-04 eta: 2:34:11 time: 0.1790 data_time: 0.0096 loss: 1.0674 2023/03/27 13:23:45 - mmengine - INFO - Epoch(train) [290][3900/5005] lr: 1.3108e-04 eta: 2:33:53 time: 0.1809 data_time: 0.0101 loss: 1.2470 2023/03/27 13:24:03 - mmengine - INFO - Epoch(train) [290][4000/5005] lr: 1.3108e-04 eta: 2:33:35 time: 0.1796 data_time: 0.0097 loss: 0.9723 2023/03/27 13:24:22 - mmengine - INFO - Epoch(train) [290][4100/5005] lr: 1.3108e-04 eta: 2:33:17 time: 0.1799 data_time: 0.0098 loss: 1.1031 2023/03/27 13:24:42 - mmengine - INFO - Epoch(train) [290][4200/5005] lr: 1.3108e-04 eta: 2:32:59 time: 0.1997 data_time: 0.0092 loss: 0.9509 2023/03/27 13:25:00 - mmengine - INFO - Epoch(train) [290][4300/5005] lr: 1.3108e-04 eta: 2:32:41 time: 0.1801 data_time: 0.0098 loss: 1.1559 2023/03/27 13:25:19 - mmengine - INFO - Epoch(train) [290][4400/5005] lr: 1.3108e-04 eta: 2:32:23 time: 0.1765 data_time: 0.0097 loss: 1.3851 2023/03/27 13:25:37 - mmengine - INFO - Epoch(train) [290][4500/5005] lr: 1.3108e-04 eta: 2:32:05 time: 0.1798 data_time: 0.0097 loss: 1.0814 2023/03/27 13:25:48 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:25:56 - mmengine - INFO - Epoch(train) [290][4600/5005] lr: 1.3108e-04 eta: 2:31:47 time: 0.1798 data_time: 0.0101 loss: 1.1043 2023/03/27 13:26:15 - mmengine - INFO - Epoch(train) [290][4700/5005] lr: 1.3108e-04 eta: 2:31:29 time: 0.1794 data_time: 0.0100 loss: 1.0948 2023/03/27 13:26:34 - mmengine - INFO - Epoch(train) [290][4800/5005] lr: 1.3108e-04 eta: 2:31:11 time: 0.1798 data_time: 0.0096 loss: 1.3031 2023/03/27 13:26:53 - mmengine - INFO - Epoch(train) [290][4900/5005] lr: 1.3108e-04 eta: 2:30:53 time: 0.1797 data_time: 0.0101 loss: 1.1742 2023/03/27 13:27:12 - mmengine - INFO - Epoch(train) [290][5000/5005] lr: 1.3108e-04 eta: 2:30:35 time: 0.1763 data_time: 0.0091 loss: 1.2217 2023/03/27 13:27:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:27:13 - mmengine - INFO - Saving checkpoint at 290 epochs 2023/03/27 13:27:22 - mmengine - INFO - Epoch(val) [290][100/196] eta: 0:00:07 time: 0.0649 data_time: 0.0271 2023/03/27 13:27:51 - mmengine - INFO - Epoch(val) [290][196/196] accuracy/top1: 71.6940 accuracy/top5: 90.3380data_time: 0.0700 time: 0.1038 2023/03/27 13:28:11 - mmengine - INFO - Epoch(train) [291][ 100/5005] lr: 1.2846e-04 eta: 2:30:16 time: 0.1783 data_time: 0.0092 loss: 1.1429 2023/03/27 13:28:29 - mmengine - INFO - Epoch(train) [291][ 200/5005] lr: 1.2846e-04 eta: 2:29:58 time: 0.1790 data_time: 0.0097 loss: 1.1852 2023/03/27 13:28:48 - mmengine - INFO - Epoch(train) [291][ 300/5005] lr: 1.2846e-04 eta: 2:29:40 time: 0.1789 data_time: 0.0094 loss: 1.1086 2023/03/27 13:29:06 - mmengine - INFO - Epoch(train) [291][ 400/5005] lr: 1.2846e-04 eta: 2:29:22 time: 0.1801 data_time: 0.0095 loss: 1.1355 2023/03/27 13:29:25 - mmengine - INFO - Epoch(train) [291][ 500/5005] lr: 1.2846e-04 eta: 2:29:03 time: 0.1792 data_time: 0.0098 loss: 1.1326 2023/03/27 13:29:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:29:43 - mmengine - INFO - Epoch(train) [291][ 600/5005] lr: 1.2846e-04 eta: 2:28:45 time: 0.1785 data_time: 0.0095 loss: 1.3295 2023/03/27 13:30:02 - mmengine - INFO - Epoch(train) [291][ 700/5005] lr: 1.2846e-04 eta: 2:28:27 time: 0.1798 data_time: 0.0095 loss: 1.2334 2023/03/27 13:30:21 - mmengine - INFO - Epoch(train) [291][ 800/5005] lr: 1.2846e-04 eta: 2:28:09 time: 0.1797 data_time: 0.0095 loss: 1.0469 2023/03/27 13:30:40 - mmengine - INFO - Epoch(train) [291][ 900/5005] lr: 1.2846e-04 eta: 2:27:51 time: 0.1896 data_time: 0.0091 loss: 1.1019 2023/03/27 13:30:59 - mmengine - INFO - Epoch(train) [291][1000/5005] lr: 1.2846e-04 eta: 2:27:33 time: 0.1791 data_time: 0.0094 loss: 1.2610 2023/03/27 13:31:18 - mmengine - INFO - Epoch(train) [291][1100/5005] lr: 1.2846e-04 eta: 2:27:15 time: 0.1790 data_time: 0.0094 loss: 1.0739 2023/03/27 13:31:36 - mmengine - INFO - Epoch(train) [291][1200/5005] lr: 1.2846e-04 eta: 2:26:57 time: 0.1785 data_time: 0.0097 loss: 0.9949 2023/03/27 13:31:55 - mmengine - INFO - Epoch(train) [291][1300/5005] lr: 1.2846e-04 eta: 2:26:39 time: 0.1797 data_time: 0.0094 loss: 1.0690 2023/03/27 13:32:13 - mmengine - INFO - Epoch(train) [291][1400/5005] lr: 1.2846e-04 eta: 2:26:21 time: 0.1763 data_time: 0.0097 loss: 1.2611 2023/03/27 13:32:32 - mmengine - INFO - Epoch(train) [291][1500/5005] lr: 1.2846e-04 eta: 2:26:03 time: 0.2029 data_time: 0.0095 loss: 0.9629 2023/03/27 13:32:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:32:51 - mmengine - INFO - Epoch(train) [291][1600/5005] lr: 1.2846e-04 eta: 2:25:45 time: 0.1787 data_time: 0.0092 loss: 1.1549 2023/03/27 13:33:10 - mmengine - INFO - Epoch(train) [291][1700/5005] lr: 1.2846e-04 eta: 2:25:27 time: 0.1806 data_time: 0.0099 loss: 1.0718 2023/03/27 13:33:29 - mmengine - INFO - Epoch(train) [291][1800/5005] lr: 1.2846e-04 eta: 2:25:09 time: 0.1789 data_time: 0.0096 loss: 1.4182 2023/03/27 13:33:48 - mmengine - INFO - Epoch(train) [291][1900/5005] lr: 1.2846e-04 eta: 2:24:51 time: 0.1790 data_time: 0.0094 loss: 1.0991 2023/03/27 13:34:06 - mmengine - INFO - Epoch(train) [291][2000/5005] lr: 1.2846e-04 eta: 2:24:33 time: 0.1790 data_time: 0.0093 loss: 0.9232 2023/03/27 13:34:25 - mmengine - INFO - Epoch(train) [291][2100/5005] lr: 1.2846e-04 eta: 2:24:15 time: 0.1789 data_time: 0.0096 loss: 1.1687 2023/03/27 13:34:43 - mmengine - INFO - Epoch(train) [291][2200/5005] lr: 1.2846e-04 eta: 2:23:57 time: 0.1791 data_time: 0.0093 loss: 1.1840 2023/03/27 13:35:02 - mmengine - INFO - Epoch(train) [291][2300/5005] lr: 1.2846e-04 eta: 2:23:39 time: 0.1798 data_time: 0.0094 loss: 0.9616 2023/03/27 13:35:21 - mmengine - INFO - Epoch(train) [291][2400/5005] lr: 1.2846e-04 eta: 2:23:21 time: 0.1789 data_time: 0.0096 loss: 1.2663 2023/03/27 13:35:40 - mmengine - INFO - Epoch(train) [291][2500/5005] lr: 1.2846e-04 eta: 2:23:02 time: 0.1800 data_time: 0.0093 loss: 0.9811 2023/03/27 13:35:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:35:59 - mmengine - INFO - Epoch(train) [291][2600/5005] lr: 1.2846e-04 eta: 2:22:44 time: 0.2030 data_time: 0.0092 loss: 1.1063 2023/03/27 13:36:17 - mmengine - INFO - Epoch(train) [291][2700/5005] lr: 1.2846e-04 eta: 2:22:26 time: 0.1806 data_time: 0.0098 loss: 1.3405 2023/03/27 13:36:36 - mmengine - INFO - Epoch(train) [291][2800/5005] lr: 1.2846e-04 eta: 2:22:08 time: 0.1799 data_time: 0.0095 loss: 1.0892 2023/03/27 13:36:55 - mmengine - INFO - Epoch(train) [291][2900/5005] lr: 1.2846e-04 eta: 2:21:50 time: 0.1806 data_time: 0.0102 loss: 1.1757 2023/03/27 13:37:13 - mmengine - INFO - Epoch(train) [291][3000/5005] lr: 1.2846e-04 eta: 2:21:32 time: 0.1790 data_time: 0.0095 loss: 1.1116 2023/03/27 13:37:32 - mmengine - INFO - Epoch(train) [291][3100/5005] lr: 1.2846e-04 eta: 2:21:14 time: 0.1792 data_time: 0.0093 loss: 1.2000 2023/03/27 13:37:51 - mmengine - INFO - Epoch(train) [291][3200/5005] lr: 1.2846e-04 eta: 2:20:56 time: 0.2005 data_time: 0.0089 loss: 1.2397 2023/03/27 13:38:10 - mmengine - INFO - Epoch(train) [291][3300/5005] lr: 1.2846e-04 eta: 2:20:38 time: 0.1818 data_time: 0.0095 loss: 1.1587 2023/03/27 13:38:29 - mmengine - INFO - Epoch(train) [291][3400/5005] lr: 1.2846e-04 eta: 2:20:20 time: 0.1962 data_time: 0.0091 loss: 1.2197 2023/03/27 13:38:47 - mmengine - INFO - Epoch(train) [291][3500/5005] lr: 1.2846e-04 eta: 2:20:02 time: 0.1786 data_time: 0.0090 loss: 1.2461 2023/03/27 13:38:57 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:39:06 - mmengine - INFO - Epoch(train) [291][3600/5005] lr: 1.2846e-04 eta: 2:19:44 time: 0.1789 data_time: 0.0093 loss: 1.1617 2023/03/27 13:39:25 - mmengine - INFO - Epoch(train) [291][3700/5005] lr: 1.2846e-04 eta: 2:19:26 time: 0.1782 data_time: 0.0090 loss: 1.2602 2023/03/27 13:39:44 - mmengine - INFO - Epoch(train) [291][3800/5005] lr: 1.2846e-04 eta: 2:19:08 time: 0.1781 data_time: 0.0093 loss: 1.1098 2023/03/27 13:40:02 - mmengine - INFO - Epoch(train) [291][3900/5005] lr: 1.2846e-04 eta: 2:18:50 time: 0.1833 data_time: 0.0091 loss: 1.1434 2023/03/27 13:40:21 - mmengine - INFO - Epoch(train) [291][4000/5005] lr: 1.2846e-04 eta: 2:18:32 time: 0.1816 data_time: 0.0092 loss: 1.1219 2023/03/27 13:40:40 - mmengine - INFO - Epoch(train) [291][4100/5005] lr: 1.2846e-04 eta: 2:18:14 time: 0.1807 data_time: 0.0097 loss: 1.0585 2023/03/27 13:40:59 - mmengine - INFO - Epoch(train) [291][4200/5005] lr: 1.2846e-04 eta: 2:17:56 time: 0.1803 data_time: 0.0097 loss: 1.0808 2023/03/27 13:41:17 - mmengine - INFO - Epoch(train) [291][4300/5005] lr: 1.2846e-04 eta: 2:17:38 time: 0.1884 data_time: 0.0093 loss: 1.1109 2023/03/27 13:41:36 - mmengine - INFO - Epoch(train) [291][4400/5005] lr: 1.2846e-04 eta: 2:17:20 time: 0.1783 data_time: 0.0091 loss: 1.3068 2023/03/27 13:41:55 - mmengine - INFO - Epoch(train) [291][4500/5005] lr: 1.2846e-04 eta: 2:17:02 time: 0.1800 data_time: 0.0095 loss: 0.9939 2023/03/27 13:42:04 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:42:14 - mmengine - INFO - Epoch(train) [291][4600/5005] lr: 1.2846e-04 eta: 2:16:43 time: 0.1785 data_time: 0.0089 loss: 1.0759 2023/03/27 13:42:32 - mmengine - INFO - Epoch(train) [291][4700/5005] lr: 1.2846e-04 eta: 2:16:25 time: 0.1795 data_time: 0.0094 loss: 1.0282 2023/03/27 13:42:51 - mmengine - INFO - Epoch(train) [291][4800/5005] lr: 1.2846e-04 eta: 2:16:07 time: 0.1810 data_time: 0.0097 loss: 1.2425 2023/03/27 13:43:10 - mmengine - INFO - Epoch(train) [291][4900/5005] lr: 1.2846e-04 eta: 2:15:49 time: 0.1798 data_time: 0.0093 loss: 1.1390 2023/03/27 13:43:28 - mmengine - INFO - Epoch(train) [291][5000/5005] lr: 1.2846e-04 eta: 2:15:31 time: 0.1762 data_time: 0.0094 loss: 0.9844 2023/03/27 13:43:29 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:43:30 - mmengine - INFO - Saving checkpoint at 291 epochs 2023/03/27 13:43:38 - mmengine - INFO - Epoch(val) [291][100/196] eta: 0:00:07 time: 0.0649 data_time: 0.0279 2023/03/27 13:44:07 - mmengine - INFO - Epoch(val) [291][196/196] accuracy/top1: 71.6920 accuracy/top5: 90.2800data_time: 0.0678 time: 0.1021 2023/03/27 13:44:27 - mmengine - INFO - Epoch(train) [292][ 100/5005] lr: 1.2589e-04 eta: 2:15:12 time: 0.1802 data_time: 0.0093 loss: 1.1822 2023/03/27 13:44:46 - mmengine - INFO - Epoch(train) [292][ 200/5005] lr: 1.2589e-04 eta: 2:14:54 time: 0.1795 data_time: 0.0091 loss: 1.0707 2023/03/27 13:45:05 - mmengine - INFO - Epoch(train) [292][ 300/5005] lr: 1.2589e-04 eta: 2:14:36 time: 0.2049 data_time: 0.0092 loss: 1.1455 2023/03/27 13:45:24 - mmengine - INFO - Epoch(train) [292][ 400/5005] lr: 1.2589e-04 eta: 2:14:18 time: 0.1793 data_time: 0.0093 loss: 1.0764 2023/03/27 13:45:43 - mmengine - INFO - Epoch(train) [292][ 500/5005] lr: 1.2589e-04 eta: 2:14:00 time: 0.1788 data_time: 0.0095 loss: 1.2259 2023/03/27 13:45:51 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:46:02 - mmengine - INFO - Epoch(train) [292][ 600/5005] lr: 1.2589e-04 eta: 2:13:42 time: 0.2057 data_time: 0.0096 loss: 1.2615 2023/03/27 13:46:20 - mmengine - INFO - Epoch(train) [292][ 700/5005] lr: 1.2589e-04 eta: 2:13:24 time: 0.1794 data_time: 0.0096 loss: 1.3071 2023/03/27 13:46:39 - mmengine - INFO - Epoch(train) [292][ 800/5005] lr: 1.2589e-04 eta: 2:13:06 time: 0.1799 data_time: 0.0094 loss: 1.0814 2023/03/27 13:46:58 - mmengine - INFO - Epoch(train) [292][ 900/5005] lr: 1.2589e-04 eta: 2:12:48 time: 0.1803 data_time: 0.0093 loss: 1.1727 2023/03/27 13:47:16 - mmengine - INFO - Epoch(train) [292][1000/5005] lr: 1.2589e-04 eta: 2:12:30 time: 0.1804 data_time: 0.0094 loss: 1.2394 2023/03/27 13:47:35 - mmengine - INFO - Epoch(train) [292][1100/5005] lr: 1.2589e-04 eta: 2:12:12 time: 0.1797 data_time: 0.0088 loss: 1.4628 2023/03/27 13:47:54 - mmengine - INFO - Epoch(train) [292][1200/5005] lr: 1.2589e-04 eta: 2:11:54 time: 0.1794 data_time: 0.0093 loss: 1.1567 2023/03/27 13:48:13 - mmengine - INFO - Epoch(train) [292][1300/5005] lr: 1.2589e-04 eta: 2:11:36 time: 0.1801 data_time: 0.0096 loss: 1.0749 2023/03/27 13:48:32 - mmengine - INFO - Epoch(train) [292][1400/5005] lr: 1.2589e-04 eta: 2:11:18 time: 0.1784 data_time: 0.0092 loss: 1.2143 2023/03/27 13:48:51 - mmengine - INFO - Epoch(train) [292][1500/5005] lr: 1.2589e-04 eta: 2:11:00 time: 0.1788 data_time: 0.0095 loss: 1.0704 2023/03/27 13:48:59 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:49:09 - mmengine - INFO - Epoch(train) [292][1600/5005] lr: 1.2589e-04 eta: 2:10:42 time: 0.1787 data_time: 0.0094 loss: 1.0572 2023/03/27 13:49:28 - mmengine - INFO - Epoch(train) [292][1700/5005] lr: 1.2589e-04 eta: 2:10:24 time: 0.1833 data_time: 0.0093 loss: 1.0859 2023/03/27 13:49:47 - mmengine - INFO - Epoch(train) [292][1800/5005] lr: 1.2589e-04 eta: 2:10:06 time: 0.1792 data_time: 0.0097 loss: 1.1813 2023/03/27 13:50:06 - mmengine - INFO - Epoch(train) [292][1900/5005] lr: 1.2589e-04 eta: 2:09:47 time: 0.1798 data_time: 0.0096 loss: 1.1964 2023/03/27 13:50:24 - mmengine - INFO - Epoch(train) [292][2000/5005] lr: 1.2589e-04 eta: 2:09:29 time: 0.1784 data_time: 0.0098 loss: 1.1077 2023/03/27 13:50:43 - mmengine - INFO - Epoch(train) [292][2100/5005] lr: 1.2589e-04 eta: 2:09:11 time: 0.1996 data_time: 0.0092 loss: 1.0578 2023/03/27 13:51:02 - mmengine - INFO - Epoch(train) [292][2200/5005] lr: 1.2589e-04 eta: 2:08:53 time: 0.1789 data_time: 0.0099 loss: 0.9878 2023/03/27 13:51:21 - mmengine - INFO - Epoch(train) [292][2300/5005] lr: 1.2589e-04 eta: 2:08:35 time: 0.1808 data_time: 0.0095 loss: 0.9912 2023/03/27 13:51:40 - mmengine - INFO - Epoch(train) [292][2400/5005] lr: 1.2589e-04 eta: 2:08:17 time: 0.1819 data_time: 0.0094 loss: 1.2627 2023/03/27 13:51:58 - mmengine - INFO - Epoch(train) [292][2500/5005] lr: 1.2589e-04 eta: 2:07:59 time: 0.1783 data_time: 0.0093 loss: 1.2429 2023/03/27 13:52:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:52:17 - mmengine - INFO - Epoch(train) [292][2600/5005] lr: 1.2589e-04 eta: 2:07:41 time: 0.1800 data_time: 0.0097 loss: 1.2658 2023/03/27 13:52:36 - mmengine - INFO - Epoch(train) [292][2700/5005] lr: 1.2589e-04 eta: 2:07:23 time: 0.1798 data_time: 0.0096 loss: 1.2292 2023/03/27 13:52:55 - mmengine - INFO - Epoch(train) [292][2800/5005] lr: 1.2589e-04 eta: 2:07:05 time: 0.1781 data_time: 0.0091 loss: 1.0595 2023/03/27 13:53:13 - mmengine - INFO - Epoch(train) [292][2900/5005] lr: 1.2589e-04 eta: 2:06:47 time: 0.1789 data_time: 0.0098 loss: 1.0929 2023/03/27 13:53:32 - mmengine - INFO - Epoch(train) [292][3000/5005] lr: 1.2589e-04 eta: 2:06:29 time: 0.1815 data_time: 0.0098 loss: 1.1534 2023/03/27 13:53:51 - mmengine - INFO - Epoch(train) [292][3100/5005] lr: 1.2589e-04 eta: 2:06:11 time: 0.1804 data_time: 0.0099 loss: 1.2103 2023/03/27 13:54:10 - mmengine - INFO - Epoch(train) [292][3200/5005] lr: 1.2589e-04 eta: 2:05:53 time: 0.1997 data_time: 0.0090 loss: 1.2117 2023/03/27 13:54:29 - mmengine - INFO - Epoch(train) [292][3300/5005] lr: 1.2589e-04 eta: 2:05:35 time: 0.1796 data_time: 0.0095 loss: 1.2510 2023/03/27 13:54:47 - mmengine - INFO - Epoch(train) [292][3400/5005] lr: 1.2589e-04 eta: 2:05:17 time: 0.1790 data_time: 0.0096 loss: 1.1108 2023/03/27 13:55:06 - mmengine - INFO - Epoch(train) [292][3500/5005] lr: 1.2589e-04 eta: 2:04:59 time: 0.1795 data_time: 0.0094 loss: 1.2412 2023/03/27 13:55:15 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:55:25 - mmengine - INFO - Epoch(train) [292][3600/5005] lr: 1.2589e-04 eta: 2:04:41 time: 0.1800 data_time: 0.0096 loss: 1.1363 2023/03/27 13:55:44 - mmengine - INFO - Epoch(train) [292][3700/5005] lr: 1.2589e-04 eta: 2:04:23 time: 0.1911 data_time: 0.0097 loss: 1.1400 2023/03/27 13:56:03 - mmengine - INFO - Epoch(train) [292][3800/5005] lr: 1.2589e-04 eta: 2:04:05 time: 0.1805 data_time: 0.0094 loss: 1.1845 2023/03/27 13:56:21 - mmengine - INFO - Epoch(train) [292][3900/5005] lr: 1.2589e-04 eta: 2:03:47 time: 0.1793 data_time: 0.0095 loss: 1.3752 2023/03/27 13:56:40 - mmengine - INFO - Epoch(train) [292][4000/5005] lr: 1.2589e-04 eta: 2:03:28 time: 0.2006 data_time: 0.0095 loss: 1.0401 2023/03/27 13:56:59 - mmengine - INFO - Epoch(train) [292][4100/5005] lr: 1.2589e-04 eta: 2:03:10 time: 0.1787 data_time: 0.0093 loss: 0.9145 2023/03/27 13:57:18 - mmengine - INFO - Epoch(train) [292][4200/5005] lr: 1.2589e-04 eta: 2:02:52 time: 0.1803 data_time: 0.0096 loss: 1.0880 2023/03/27 13:57:37 - mmengine - INFO - Epoch(train) [292][4300/5005] lr: 1.2589e-04 eta: 2:02:34 time: 0.1791 data_time: 0.0093 loss: 1.0764 2023/03/27 13:57:55 - mmengine - INFO - Epoch(train) [292][4400/5005] lr: 1.2589e-04 eta: 2:02:16 time: 0.1785 data_time: 0.0093 loss: 1.0524 2023/03/27 13:58:14 - mmengine - INFO - Epoch(train) [292][4500/5005] lr: 1.2589e-04 eta: 2:01:58 time: 0.1800 data_time: 0.0092 loss: 1.0866 2023/03/27 13:58:23 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:58:33 - mmengine - INFO - Epoch(train) [292][4600/5005] lr: 1.2589e-04 eta: 2:01:40 time: 0.1797 data_time: 0.0095 loss: 1.0672 2023/03/27 13:58:52 - mmengine - INFO - Epoch(train) [292][4700/5005] lr: 1.2589e-04 eta: 2:01:22 time: 0.1794 data_time: 0.0094 loss: 1.2154 2023/03/27 13:59:10 - mmengine - INFO - Epoch(train) [292][4800/5005] lr: 1.2589e-04 eta: 2:01:04 time: 0.1794 data_time: 0.0094 loss: 1.1478 2023/03/27 13:59:29 - mmengine - INFO - Epoch(train) [292][4900/5005] lr: 1.2589e-04 eta: 2:00:46 time: 0.1787 data_time: 0.0092 loss: 1.0288 2023/03/27 13:59:48 - mmengine - INFO - Epoch(train) [292][5000/5005] lr: 1.2589e-04 eta: 2:00:28 time: 0.1966 data_time: 0.0093 loss: 1.2223 2023/03/27 13:59:49 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 13:59:50 - mmengine - INFO - Saving checkpoint at 292 epochs 2023/03/27 13:59:58 - mmengine - INFO - Epoch(val) [292][100/196] eta: 0:00:07 time: 0.0648 data_time: 0.0273 2023/03/27 14:00:27 - mmengine - INFO - Epoch(val) [292][196/196] accuracy/top1: 71.8320 accuracy/top5: 90.3220data_time: 0.0697 time: 0.1016 2023/03/27 14:00:47 - mmengine - INFO - Epoch(train) [293][ 100/5005] lr: 1.2337e-04 eta: 2:00:09 time: 0.1800 data_time: 0.0100 loss: 1.2017 2023/03/27 14:01:06 - mmengine - INFO - Epoch(train) [293][ 200/5005] lr: 1.2337e-04 eta: 1:59:51 time: 0.1931 data_time: 0.0098 loss: 1.3525 2023/03/27 14:01:25 - mmengine - INFO - Epoch(train) [293][ 300/5005] lr: 1.2337e-04 eta: 1:59:33 time: 0.2065 data_time: 0.0096 loss: 1.1426 2023/03/27 14:01:43 - mmengine - INFO - Epoch(train) [293][ 400/5005] lr: 1.2337e-04 eta: 1:59:15 time: 0.1794 data_time: 0.0100 loss: 1.1235 2023/03/27 14:02:02 - mmengine - INFO - Epoch(train) [293][ 500/5005] lr: 1.2337e-04 eta: 1:58:57 time: 0.1801 data_time: 0.0100 loss: 1.1464 2023/03/27 14:02:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:02:21 - mmengine - INFO - Epoch(train) [293][ 600/5005] lr: 1.2337e-04 eta: 1:58:39 time: 0.1802 data_time: 0.0100 loss: 1.1288 2023/03/27 14:02:40 - mmengine - INFO - Epoch(train) [293][ 700/5005] lr: 1.2337e-04 eta: 1:58:21 time: 0.1794 data_time: 0.0095 loss: 1.1413 2023/03/27 14:02:59 - mmengine - INFO - Epoch(train) [293][ 800/5005] lr: 1.2337e-04 eta: 1:58:03 time: 0.1802 data_time: 0.0097 loss: 1.0901 2023/03/27 14:03:18 - mmengine - INFO - Epoch(train) [293][ 900/5005] lr: 1.2337e-04 eta: 1:57:45 time: 0.1792 data_time: 0.0094 loss: 1.1299 2023/03/27 14:03:37 - mmengine - INFO - Epoch(train) [293][1000/5005] lr: 1.2337e-04 eta: 1:57:27 time: 0.2099 data_time: 0.0098 loss: 0.9136 2023/03/27 14:03:56 - mmengine - INFO - Epoch(train) [293][1100/5005] lr: 1.2337e-04 eta: 1:57:09 time: 0.1805 data_time: 0.0097 loss: 1.1590 2023/03/27 14:04:14 - mmengine - INFO - Epoch(train) [293][1200/5005] lr: 1.2337e-04 eta: 1:56:51 time: 0.1803 data_time: 0.0097 loss: 1.3360 2023/03/27 14:04:33 - mmengine - INFO - Epoch(train) [293][1300/5005] lr: 1.2337e-04 eta: 1:56:33 time: 0.1793 data_time: 0.0097 loss: 1.1777 2023/03/27 14:04:52 - mmengine - INFO - Epoch(train) [293][1400/5005] lr: 1.2337e-04 eta: 1:56:14 time: 0.1806 data_time: 0.0099 loss: 1.1228 2023/03/27 14:05:11 - mmengine - INFO - Epoch(train) [293][1500/5005] lr: 1.2337e-04 eta: 1:55:56 time: 0.1827 data_time: 0.0099 loss: 1.2312 2023/03/27 14:05:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:05:30 - mmengine - INFO - Epoch(train) [293][1600/5005] lr: 1.2337e-04 eta: 1:55:38 time: 0.1800 data_time: 0.0099 loss: 1.0688 2023/03/27 14:05:48 - mmengine - INFO - Epoch(train) [293][1700/5005] lr: 1.2337e-04 eta: 1:55:20 time: 0.1919 data_time: 0.0097 loss: 1.1245 2023/03/27 14:06:07 - mmengine - INFO - Epoch(train) [293][1800/5005] lr: 1.2337e-04 eta: 1:55:02 time: 0.1809 data_time: 0.0095 loss: 1.1309 2023/03/27 14:06:26 - mmengine - INFO - Epoch(train) [293][1900/5005] lr: 1.2337e-04 eta: 1:54:44 time: 0.1800 data_time: 0.0099 loss: 1.0754 2023/03/27 14:06:45 - mmengine - INFO - Epoch(train) [293][2000/5005] lr: 1.2337e-04 eta: 1:54:26 time: 0.1807 data_time: 0.0097 loss: 0.9882 2023/03/27 14:07:04 - mmengine - INFO - Epoch(train) [293][2100/5005] lr: 1.2337e-04 eta: 1:54:08 time: 0.1799 data_time: 0.0098 loss: 1.3337 2023/03/27 14:07:23 - mmengine - INFO - Epoch(train) [293][2200/5005] lr: 1.2337e-04 eta: 1:53:50 time: 0.1796 data_time: 0.0097 loss: 1.1220 2023/03/27 14:07:42 - mmengine - INFO - Epoch(train) [293][2300/5005] lr: 1.2337e-04 eta: 1:53:32 time: 0.1811 data_time: 0.0098 loss: 1.1618 2023/03/27 14:08:01 - mmengine - INFO - Epoch(train) [293][2400/5005] lr: 1.2337e-04 eta: 1:53:14 time: 0.1915 data_time: 0.0099 loss: 1.0383 2023/03/27 14:08:19 - mmengine - INFO - Epoch(train) [293][2500/5005] lr: 1.2337e-04 eta: 1:52:56 time: 0.1801 data_time: 0.0099 loss: 1.3089 2023/03/27 14:08:27 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:08:38 - mmengine - INFO - Epoch(train) [293][2600/5005] lr: 1.2337e-04 eta: 1:52:38 time: 0.1789 data_time: 0.0094 loss: 1.1125 2023/03/27 14:08:57 - mmengine - INFO - Epoch(train) [293][2700/5005] lr: 1.2337e-04 eta: 1:52:20 time: 0.1816 data_time: 0.0098 loss: 1.0616 2023/03/27 14:09:16 - mmengine - INFO - Epoch(train) [293][2800/5005] lr: 1.2337e-04 eta: 1:52:02 time: 0.2011 data_time: 0.0093 loss: 1.2917 2023/03/27 14:09:35 - mmengine - INFO - Epoch(train) [293][2900/5005] lr: 1.2337e-04 eta: 1:51:44 time: 0.1809 data_time: 0.0097 loss: 0.9677 2023/03/27 14:09:54 - mmengine - INFO - Epoch(train) [293][3000/5005] lr: 1.2337e-04 eta: 1:51:26 time: 0.1801 data_time: 0.0101 loss: 1.2622 2023/03/27 14:10:13 - mmengine - INFO - Epoch(train) [293][3100/5005] lr: 1.2337e-04 eta: 1:51:08 time: 0.1808 data_time: 0.0097 loss: 1.2971 2023/03/27 14:10:32 - mmengine - INFO - Epoch(train) [293][3200/5005] lr: 1.2337e-04 eta: 1:50:50 time: 0.1800 data_time: 0.0099 loss: 1.2269 2023/03/27 14:10:50 - mmengine - INFO - Epoch(train) [293][3300/5005] lr: 1.2337e-04 eta: 1:50:32 time: 0.1782 data_time: 0.0101 loss: 1.0745 2023/03/27 14:11:09 - mmengine - INFO - Epoch(train) [293][3400/5005] lr: 1.2337e-04 eta: 1:50:14 time: 0.2026 data_time: 0.0094 loss: 1.2898 2023/03/27 14:11:28 - mmengine - INFO - Epoch(train) [293][3500/5005] lr: 1.2337e-04 eta: 1:49:55 time: 0.1806 data_time: 0.0100 loss: 1.0280 2023/03/27 14:11:35 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:11:46 - mmengine - INFO - Epoch(train) [293][3600/5005] lr: 1.2337e-04 eta: 1:49:37 time: 0.1817 data_time: 0.0096 loss: 1.1448 2023/03/27 14:12:05 - mmengine - INFO - Epoch(train) [293][3700/5005] lr: 1.2337e-04 eta: 1:49:19 time: 0.1796 data_time: 0.0097 loss: 1.1340 2023/03/27 14:12:25 - mmengine - INFO - Epoch(train) [293][3800/5005] lr: 1.2337e-04 eta: 1:49:01 time: 0.2032 data_time: 0.0095 loss: 1.1164 2023/03/27 14:12:43 - mmengine - INFO - Epoch(train) [293][3900/5005] lr: 1.2337e-04 eta: 1:48:43 time: 0.1801 data_time: 0.0098 loss: 1.1704 2023/03/27 14:13:02 - mmengine - INFO - Epoch(train) [293][4000/5005] lr: 1.2337e-04 eta: 1:48:25 time: 0.1800 data_time: 0.0096 loss: 1.1018 2023/03/27 14:13:21 - mmengine - INFO - Epoch(train) [293][4100/5005] lr: 1.2337e-04 eta: 1:48:07 time: 0.1796 data_time: 0.0097 loss: 1.2976 2023/03/27 14:13:40 - mmengine - INFO - Epoch(train) [293][4200/5005] lr: 1.2337e-04 eta: 1:47:49 time: 0.1791 data_time: 0.0100 loss: 0.9212 2023/03/27 14:13:58 - mmengine - INFO - Epoch(train) [293][4300/5005] lr: 1.2337e-04 eta: 1:47:31 time: 0.1808 data_time: 0.0098 loss: 1.0347 2023/03/27 14:14:17 - mmengine - INFO - Epoch(train) [293][4400/5005] lr: 1.2337e-04 eta: 1:47:13 time: 0.1811 data_time: 0.0100 loss: 0.9546 2023/03/27 14:14:36 - mmengine - INFO - Epoch(train) [293][4500/5005] lr: 1.2337e-04 eta: 1:46:55 time: 0.1805 data_time: 0.0096 loss: 1.0537 2023/03/27 14:14:43 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:14:55 - mmengine - INFO - Epoch(train) [293][4600/5005] lr: 1.2337e-04 eta: 1:46:37 time: 0.1808 data_time: 0.0102 loss: 1.2130 2023/03/27 14:15:14 - mmengine - INFO - Epoch(train) [293][4700/5005] lr: 1.2337e-04 eta: 1:46:19 time: 0.1791 data_time: 0.0100 loss: 1.1429 2023/03/27 14:15:33 - mmengine - INFO - Epoch(train) [293][4800/5005] lr: 1.2337e-04 eta: 1:46:01 time: 0.1814 data_time: 0.0096 loss: 1.1094 2023/03/27 14:15:52 - mmengine - INFO - Epoch(train) [293][4900/5005] lr: 1.2337e-04 eta: 1:45:43 time: 0.1996 data_time: 0.0093 loss: 1.2425 2023/03/27 14:16:11 - mmengine - INFO - Epoch(train) [293][5000/5005] lr: 1.2337e-04 eta: 1:45:25 time: 0.1776 data_time: 0.0096 loss: 1.2882 2023/03/27 14:16:11 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:16:12 - mmengine - INFO - Saving checkpoint at 293 epochs 2023/03/27 14:16:20 - mmengine - INFO - Epoch(val) [293][100/196] eta: 0:00:07 time: 0.0645 data_time: 0.0257 2023/03/27 14:16:49 - mmengine - INFO - Epoch(val) [293][196/196] accuracy/top1: 71.6840 accuracy/top5: 90.2920data_time: 0.0685 time: 0.1005 2023/03/27 14:17:09 - mmengine - INFO - Epoch(train) [294][ 100/5005] lr: 1.2091e-04 eta: 1:45:06 time: 0.1785 data_time: 0.0094 loss: 1.1708 2023/03/27 14:17:28 - mmengine - INFO - Epoch(train) [294][ 200/5005] lr: 1.2091e-04 eta: 1:44:48 time: 0.1796 data_time: 0.0096 loss: 1.1373 2023/03/27 14:17:47 - mmengine - INFO - Epoch(train) [294][ 300/5005] lr: 1.2091e-04 eta: 1:44:30 time: 0.1786 data_time: 0.0096 loss: 1.1768 2023/03/27 14:18:05 - mmengine - INFO - Epoch(train) [294][ 400/5005] lr: 1.2091e-04 eta: 1:44:12 time: 0.1781 data_time: 0.0093 loss: 1.1307 2023/03/27 14:18:24 - mmengine - INFO - Epoch(train) [294][ 500/5005] lr: 1.2091e-04 eta: 1:43:54 time: 0.1811 data_time: 0.0097 loss: 1.1261 2023/03/27 14:18:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:18:43 - mmengine - INFO - Epoch(train) [294][ 600/5005] lr: 1.2091e-04 eta: 1:43:36 time: 0.1799 data_time: 0.0093 loss: 1.2022 2023/03/27 14:19:02 - mmengine - INFO - Epoch(train) [294][ 700/5005] lr: 1.2091e-04 eta: 1:43:18 time: 0.1829 data_time: 0.0092 loss: 1.1255 2023/03/27 14:19:21 - mmengine - INFO - Epoch(train) [294][ 800/5005] lr: 1.2091e-04 eta: 1:43:00 time: 0.1808 data_time: 0.0094 loss: 1.2495 2023/03/27 14:19:40 - mmengine - INFO - Epoch(train) [294][ 900/5005] lr: 1.2091e-04 eta: 1:42:41 time: 0.1803 data_time: 0.0092 loss: 1.0012 2023/03/27 14:19:58 - mmengine - INFO - Epoch(train) [294][1000/5005] lr: 1.2091e-04 eta: 1:42:23 time: 0.1795 data_time: 0.0093 loss: 1.0936 2023/03/27 14:20:17 - mmengine - INFO - Epoch(train) [294][1100/5005] lr: 1.2091e-04 eta: 1:42:05 time: 0.1795 data_time: 0.0094 loss: 1.0854 2023/03/27 14:20:36 - mmengine - INFO - Epoch(train) [294][1200/5005] lr: 1.2091e-04 eta: 1:41:47 time: 0.1803 data_time: 0.0095 loss: 1.1458 2023/03/27 14:20:55 - mmengine - INFO - Epoch(train) [294][1300/5005] lr: 1.2091e-04 eta: 1:41:29 time: 0.1857 data_time: 0.0097 loss: 1.0013 2023/03/27 14:21:14 - mmengine - INFO - Epoch(train) [294][1400/5005] lr: 1.2091e-04 eta: 1:41:11 time: 0.1806 data_time: 0.0094 loss: 1.0102 2023/03/27 14:21:32 - mmengine - INFO - Epoch(train) [294][1500/5005] lr: 1.2091e-04 eta: 1:40:53 time: 0.1797 data_time: 0.0093 loss: 1.1685 2023/03/27 14:21:39 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:21:52 - mmengine - INFO - Epoch(train) [294][1600/5005] lr: 1.2091e-04 eta: 1:40:35 time: 0.1796 data_time: 0.0092 loss: 1.1109 2023/03/27 14:22:10 - mmengine - INFO - Epoch(train) [294][1700/5005] lr: 1.2091e-04 eta: 1:40:17 time: 0.1792 data_time: 0.0094 loss: 1.1768 2023/03/27 14:22:29 - mmengine - INFO - Epoch(train) [294][1800/5005] lr: 1.2091e-04 eta: 1:39:59 time: 0.1789 data_time: 0.0091 loss: 0.9799 2023/03/27 14:22:48 - mmengine - INFO - Epoch(train) [294][1900/5005] lr: 1.2091e-04 eta: 1:39:41 time: 0.1806 data_time: 0.0094 loss: 1.1171 2023/03/27 14:23:06 - mmengine - INFO - Epoch(train) [294][2000/5005] lr: 1.2091e-04 eta: 1:39:23 time: 0.1803 data_time: 0.0092 loss: 1.0095 2023/03/27 14:23:25 - mmengine - INFO - Epoch(train) [294][2100/5005] lr: 1.2091e-04 eta: 1:39:05 time: 0.1796 data_time: 0.0095 loss: 1.0488 2023/03/27 14:23:44 - mmengine - INFO - Epoch(train) [294][2200/5005] lr: 1.2091e-04 eta: 1:38:47 time: 0.2002 data_time: 0.0088 loss: 1.2906 2023/03/27 14:24:03 - mmengine - INFO - Epoch(train) [294][2300/5005] lr: 1.2091e-04 eta: 1:38:29 time: 0.1772 data_time: 0.0099 loss: 1.0867 2023/03/27 14:24:22 - mmengine - INFO - Epoch(train) [294][2400/5005] lr: 1.2091e-04 eta: 1:38:11 time: 0.1998 data_time: 0.0091 loss: 1.1691 2023/03/27 14:24:41 - mmengine - INFO - Epoch(train) [294][2500/5005] lr: 1.2091e-04 eta: 1:37:53 time: 0.1794 data_time: 0.0092 loss: 1.0684 2023/03/27 14:24:47 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:24:59 - mmengine - INFO - Epoch(train) [294][2600/5005] lr: 1.2091e-04 eta: 1:37:35 time: 0.1799 data_time: 0.0094 loss: 1.1190 2023/03/27 14:25:18 - mmengine - INFO - Epoch(train) [294][2700/5005] lr: 1.2091e-04 eta: 1:37:17 time: 0.1799 data_time: 0.0095 loss: 1.1548 2023/03/27 14:25:37 - mmengine - INFO - Epoch(train) [294][2800/5005] lr: 1.2091e-04 eta: 1:36:59 time: 0.1808 data_time: 0.0094 loss: 0.9290 2023/03/27 14:25:55 - mmengine - INFO - Epoch(train) [294][2900/5005] lr: 1.2091e-04 eta: 1:36:40 time: 0.1808 data_time: 0.0094 loss: 1.0408 2023/03/27 14:26:14 - mmengine - INFO - Epoch(train) [294][3000/5005] lr: 1.2091e-04 eta: 1:36:22 time: 0.1807 data_time: 0.0093 loss: 1.1326 2023/03/27 14:26:33 - mmengine - INFO - Epoch(train) [294][3100/5005] lr: 1.2091e-04 eta: 1:36:04 time: 0.1795 data_time: 0.0090 loss: 1.0294 2023/03/27 14:26:52 - mmengine - INFO - Epoch(train) [294][3200/5005] lr: 1.2091e-04 eta: 1:35:46 time: 0.1792 data_time: 0.0094 loss: 1.2919 2023/03/27 14:27:11 - mmengine - INFO - Epoch(train) [294][3300/5005] lr: 1.2091e-04 eta: 1:35:28 time: 0.1787 data_time: 0.0089 loss: 0.8897 2023/03/27 14:27:30 - mmengine - INFO - Epoch(train) [294][3400/5005] lr: 1.2091e-04 eta: 1:35:10 time: 0.1810 data_time: 0.0094 loss: 1.2308 2023/03/27 14:27:49 - mmengine - INFO - Epoch(train) [294][3500/5005] lr: 1.2091e-04 eta: 1:34:52 time: 0.1800 data_time: 0.0093 loss: 1.1920 2023/03/27 14:27:55 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:28:07 - mmengine - INFO - Epoch(train) [294][3600/5005] lr: 1.2091e-04 eta: 1:34:34 time: 0.1785 data_time: 0.0088 loss: 1.1104 2023/03/27 14:28:26 - mmengine - INFO - Epoch(train) [294][3700/5005] lr: 1.2091e-04 eta: 1:34:16 time: 0.1798 data_time: 0.0093 loss: 1.0971 2023/03/27 14:28:45 - mmengine - INFO - Epoch(train) [294][3800/5005] lr: 1.2091e-04 eta: 1:33:58 time: 0.1802 data_time: 0.0096 loss: 1.0970 2023/03/27 14:29:04 - mmengine - INFO - Epoch(train) [294][3900/5005] lr: 1.2091e-04 eta: 1:33:40 time: 0.2092 data_time: 0.0091 loss: 1.2306 2023/03/27 14:29:22 - mmengine - INFO - Epoch(train) [294][4000/5005] lr: 1.2091e-04 eta: 1:33:22 time: 0.1799 data_time: 0.0095 loss: 1.2074 2023/03/27 14:29:41 - mmengine - INFO - Epoch(train) [294][4100/5005] lr: 1.2091e-04 eta: 1:33:04 time: 0.1812 data_time: 0.0096 loss: 1.2117 2023/03/27 14:30:00 - mmengine - INFO - Epoch(train) [294][4200/5005] lr: 1.2091e-04 eta: 1:32:46 time: 0.1986 data_time: 0.0090 loss: 1.1058 2023/03/27 14:30:19 - mmengine - INFO - Epoch(train) [294][4300/5005] lr: 1.2091e-04 eta: 1:32:28 time: 0.1791 data_time: 0.0091 loss: 1.4113 2023/03/27 14:30:38 - mmengine - INFO - Epoch(train) [294][4400/5005] lr: 1.2091e-04 eta: 1:32:10 time: 0.1801 data_time: 0.0095 loss: 1.1545 2023/03/27 14:30:56 - mmengine - INFO - Epoch(train) [294][4500/5005] lr: 1.2091e-04 eta: 1:31:52 time: 0.1790 data_time: 0.0092 loss: 1.2733 2023/03/27 14:31:03 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:31:15 - mmengine - INFO - Epoch(train) [294][4600/5005] lr: 1.2091e-04 eta: 1:31:34 time: 0.1877 data_time: 0.0093 loss: 1.2705 2023/03/27 14:31:34 - mmengine - INFO - Epoch(train) [294][4700/5005] lr: 1.2091e-04 eta: 1:31:16 time: 0.1799 data_time: 0.0090 loss: 1.0718 2023/03/27 14:31:53 - mmengine - INFO - Epoch(train) [294][4800/5005] lr: 1.2091e-04 eta: 1:30:58 time: 0.1810 data_time: 0.0096 loss: 1.2735 2023/03/27 14:32:11 - mmengine - INFO - Epoch(train) [294][4900/5005] lr: 1.2091e-04 eta: 1:30:39 time: 0.1803 data_time: 0.0096 loss: 1.1821 2023/03/27 14:32:30 - mmengine - INFO - Epoch(train) [294][5000/5005] lr: 1.2091e-04 eta: 1:30:21 time: 0.1756 data_time: 0.0092 loss: 1.2079 2023/03/27 14:32:31 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:32:31 - mmengine - INFO - Saving checkpoint at 294 epochs 2023/03/27 14:32:40 - mmengine - INFO - Epoch(val) [294][100/196] eta: 0:00:07 time: 0.0656 data_time: 0.0278 2023/03/27 14:33:10 - mmengine - INFO - Epoch(val) [294][196/196] accuracy/top1: 71.6320 accuracy/top5: 90.2840data_time: 0.0687 time: 0.1022 2023/03/27 14:33:29 - mmengine - INFO - Epoch(train) [295][ 100/5005] lr: 1.1849e-04 eta: 1:30:03 time: 0.1800 data_time: 0.0090 loss: 1.0192 2023/03/27 14:33:48 - mmengine - INFO - Epoch(train) [295][ 200/5005] lr: 1.1849e-04 eta: 1:29:44 time: 0.1783 data_time: 0.0090 loss: 1.0598 2023/03/27 14:34:07 - mmengine - INFO - Epoch(train) [295][ 300/5005] lr: 1.1849e-04 eta: 1:29:26 time: 0.1782 data_time: 0.0089 loss: 1.2026 2023/03/27 14:34:26 - mmengine - INFO - Epoch(train) [295][ 400/5005] lr: 1.1849e-04 eta: 1:29:08 time: 0.1792 data_time: 0.0092 loss: 1.2676 2023/03/27 14:34:44 - mmengine - INFO - Epoch(train) [295][ 500/5005] lr: 1.1849e-04 eta: 1:28:50 time: 0.1793 data_time: 0.0092 loss: 1.3073 2023/03/27 14:34:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:35:03 - mmengine - INFO - Epoch(train) [295][ 600/5005] lr: 1.1849e-04 eta: 1:28:32 time: 0.2005 data_time: 0.0090 loss: 1.0496 2023/03/27 14:35:22 - mmengine - INFO - Epoch(train) [295][ 700/5005] lr: 1.1849e-04 eta: 1:28:14 time: 0.1796 data_time: 0.0088 loss: 1.2075 2023/03/27 14:35:41 - mmengine - INFO - Epoch(train) [295][ 800/5005] lr: 1.1849e-04 eta: 1:27:56 time: 0.1789 data_time: 0.0090 loss: 1.0030 2023/03/27 14:35:59 - mmengine - INFO - Epoch(train) [295][ 900/5005] lr: 1.1849e-04 eta: 1:27:38 time: 0.1789 data_time: 0.0093 loss: 1.3929 2023/03/27 14:36:18 - mmengine - INFO - Epoch(train) [295][1000/5005] lr: 1.1849e-04 eta: 1:27:20 time: 0.1792 data_time: 0.0094 loss: 1.0336 2023/03/27 14:36:37 - mmengine - INFO - Epoch(train) [295][1100/5005] lr: 1.1849e-04 eta: 1:27:02 time: 0.1794 data_time: 0.0090 loss: 1.1363 2023/03/27 14:36:56 - mmengine - INFO - Epoch(train) [295][1200/5005] lr: 1.1849e-04 eta: 1:26:44 time: 0.2019 data_time: 0.0092 loss: 1.2218 2023/03/27 14:37:15 - mmengine - INFO - Epoch(train) [295][1300/5005] lr: 1.1849e-04 eta: 1:26:26 time: 0.1987 data_time: 0.0087 loss: 1.0414 2023/03/27 14:37:33 - mmengine - INFO - Epoch(train) [295][1400/5005] lr: 1.1849e-04 eta: 1:26:08 time: 0.1764 data_time: 0.0093 loss: 1.0146 2023/03/27 14:37:52 - mmengine - INFO - Epoch(train) [295][1500/5005] lr: 1.1849e-04 eta: 1:25:50 time: 0.1800 data_time: 0.0092 loss: 1.3140 2023/03/27 14:37:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:38:11 - mmengine - INFO - Epoch(train) [295][1600/5005] lr: 1.1849e-04 eta: 1:25:32 time: 0.1856 data_time: 0.0090 loss: 1.1411 2023/03/27 14:38:30 - mmengine - INFO - Epoch(train) [295][1700/5005] lr: 1.1849e-04 eta: 1:25:14 time: 0.1796 data_time: 0.0088 loss: 1.2171 2023/03/27 14:38:48 - mmengine - INFO - Epoch(train) [295][1800/5005] lr: 1.1849e-04 eta: 1:24:56 time: 0.1792 data_time: 0.0089 loss: 1.2578 2023/03/27 14:39:07 - mmengine - INFO - Epoch(train) [295][1900/5005] lr: 1.1849e-04 eta: 1:24:38 time: 0.1794 data_time: 0.0089 loss: 1.0679 2023/03/27 14:39:26 - mmengine - INFO - Epoch(train) [295][2000/5005] lr: 1.1849e-04 eta: 1:24:20 time: 0.1790 data_time: 0.0093 loss: 1.1214 2023/03/27 14:39:45 - mmengine - INFO - Epoch(train) [295][2100/5005] lr: 1.1849e-04 eta: 1:24:01 time: 0.1798 data_time: 0.0095 loss: 1.2080 2023/03/27 14:40:04 - mmengine - INFO - Epoch(train) [295][2200/5005] lr: 1.1849e-04 eta: 1:23:43 time: 0.1788 data_time: 0.0091 loss: 1.1043 2023/03/27 14:40:22 - mmengine - INFO - Epoch(train) [295][2300/5005] lr: 1.1849e-04 eta: 1:23:25 time: 0.1792 data_time: 0.0091 loss: 1.2422 2023/03/27 14:40:41 - mmengine - INFO - Epoch(train) [295][2400/5005] lr: 1.1849e-04 eta: 1:23:07 time: 0.1786 data_time: 0.0087 loss: 1.1979 2023/03/27 14:41:00 - mmengine - INFO - Epoch(train) [295][2500/5005] lr: 1.1849e-04 eta: 1:22:49 time: 0.1790 data_time: 0.0090 loss: 1.0244 2023/03/27 14:41:06 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:41:19 - mmengine - INFO - Epoch(train) [295][2600/5005] lr: 1.1849e-04 eta: 1:22:31 time: 0.1788 data_time: 0.0091 loss: 1.1083 2023/03/27 14:41:37 - mmengine - INFO - Epoch(train) [295][2700/5005] lr: 1.1849e-04 eta: 1:22:13 time: 0.1796 data_time: 0.0091 loss: 1.1624 2023/03/27 14:41:56 - mmengine - INFO - Epoch(train) [295][2800/5005] lr: 1.1849e-04 eta: 1:21:55 time: 0.1801 data_time: 0.0086 loss: 1.1075 2023/03/27 14:42:15 - mmengine - INFO - Epoch(train) [295][2900/5005] lr: 1.1849e-04 eta: 1:21:37 time: 0.1796 data_time: 0.0092 loss: 1.3361 2023/03/27 14:42:34 - mmengine - INFO - Epoch(train) [295][3000/5005] lr: 1.1849e-04 eta: 1:21:19 time: 0.1791 data_time: 0.0093 loss: 1.1343 2023/03/27 14:42:53 - mmengine - INFO - Epoch(train) [295][3100/5005] lr: 1.1849e-04 eta: 1:21:01 time: 0.1802 data_time: 0.0090 loss: 1.0157 2023/03/27 14:43:11 - mmengine - INFO - Epoch(train) [295][3200/5005] lr: 1.1849e-04 eta: 1:20:43 time: 0.1790 data_time: 0.0092 loss: 1.0957 2023/03/27 14:43:30 - mmengine - INFO - Epoch(train) [295][3300/5005] lr: 1.1849e-04 eta: 1:20:25 time: 0.1794 data_time: 0.0094 loss: 1.1263 2023/03/27 14:43:49 - mmengine - INFO - Epoch(train) [295][3400/5005] lr: 1.1849e-04 eta: 1:20:07 time: 0.1827 data_time: 0.0096 loss: 1.0531 2023/03/27 14:44:07 - mmengine - INFO - Epoch(train) [295][3500/5005] lr: 1.1849e-04 eta: 1:19:49 time: 0.1786 data_time: 0.0092 loss: 1.2637 2023/03/27 14:44:13 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:44:26 - mmengine - INFO - Epoch(train) [295][3600/5005] lr: 1.1849e-04 eta: 1:19:31 time: 0.1784 data_time: 0.0091 loss: 1.1609 2023/03/27 14:44:45 - mmengine - INFO - Epoch(train) [295][3700/5005] lr: 1.1849e-04 eta: 1:19:13 time: 0.1788 data_time: 0.0090 loss: 1.2073 2023/03/27 14:45:04 - mmengine - INFO - Epoch(train) [295][3800/5005] lr: 1.1849e-04 eta: 1:18:55 time: 0.1773 data_time: 0.0087 loss: 1.2418 2023/03/27 14:45:22 - mmengine - INFO - Epoch(train) [295][3900/5005] lr: 1.1849e-04 eta: 1:18:37 time: 0.1792 data_time: 0.0091 loss: 1.2094 2023/03/27 14:45:41 - mmengine - INFO - Epoch(train) [295][4000/5005] lr: 1.1849e-04 eta: 1:18:19 time: 0.1788 data_time: 0.0086 loss: 1.2263 2023/03/27 14:46:00 - mmengine - INFO - Epoch(train) [295][4100/5005] lr: 1.1849e-04 eta: 1:18:00 time: 0.1797 data_time: 0.0093 loss: 1.0509 2023/03/27 14:46:19 - mmengine - INFO - Epoch(train) [295][4200/5005] lr: 1.1849e-04 eta: 1:17:42 time: 0.1791 data_time: 0.0089 loss: 1.0488 2023/03/27 14:46:38 - mmengine - INFO - Epoch(train) [295][4300/5005] lr: 1.1849e-04 eta: 1:17:24 time: 0.1983 data_time: 0.0088 loss: 1.1991 2023/03/27 14:46:56 - mmengine - INFO - Epoch(train) [295][4400/5005] lr: 1.1849e-04 eta: 1:17:06 time: 0.1789 data_time: 0.0092 loss: 1.0495 2023/03/27 14:47:15 - mmengine - INFO - Epoch(train) [295][4500/5005] lr: 1.1849e-04 eta: 1:16:48 time: 0.1791 data_time: 0.0091 loss: 1.1411 2023/03/27 14:47:21 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:47:34 - mmengine - INFO - Epoch(train) [295][4600/5005] lr: 1.1849e-04 eta: 1:16:30 time: 0.1799 data_time: 0.0092 loss: 1.1366 2023/03/27 14:47:53 - mmengine - INFO - Epoch(train) [295][4700/5005] lr: 1.1849e-04 eta: 1:16:12 time: 0.1785 data_time: 0.0089 loss: 1.1502 2023/03/27 14:48:11 - mmengine - INFO - Epoch(train) [295][4800/5005] lr: 1.1849e-04 eta: 1:15:54 time: 0.1797 data_time: 0.0089 loss: 1.2374 2023/03/27 14:48:30 - mmengine - INFO - Epoch(train) [295][4900/5005] lr: 1.1849e-04 eta: 1:15:36 time: 0.2048 data_time: 0.0088 loss: 1.1105 2023/03/27 14:48:49 - mmengine - INFO - Epoch(train) [295][5000/5005] lr: 1.1849e-04 eta: 1:15:18 time: 0.1768 data_time: 0.0091 loss: 1.0684 2023/03/27 14:48:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:48:50 - mmengine - INFO - Saving checkpoint at 295 epochs 2023/03/27 14:48:59 - mmengine - INFO - Epoch(val) [295][100/196] eta: 0:00:07 time: 0.0646 data_time: 0.0264 2023/03/27 14:49:28 - mmengine - INFO - Epoch(val) [295][196/196] accuracy/top1: 71.7080 accuracy/top5: 90.2540data_time: 0.0706 time: 0.1030 2023/03/27 14:49:48 - mmengine - INFO - Epoch(train) [296][ 100/5005] lr: 1.1612e-04 eta: 1:14:59 time: 0.1802 data_time: 0.0099 loss: 1.2947 2023/03/27 14:50:07 - mmengine - INFO - Epoch(train) [296][ 200/5005] lr: 1.1612e-04 eta: 1:14:41 time: 0.1803 data_time: 0.0097 loss: 1.1068 2023/03/27 14:50:25 - mmengine - INFO - Epoch(train) [296][ 300/5005] lr: 1.1612e-04 eta: 1:14:23 time: 0.1795 data_time: 0.0089 loss: 1.3216 2023/03/27 14:50:44 - mmengine - INFO - Epoch(train) [296][ 400/5005] lr: 1.1612e-04 eta: 1:14:05 time: 0.1795 data_time: 0.0094 loss: 1.1620 2023/03/27 14:51:03 - mmengine - INFO - Epoch(train) [296][ 500/5005] lr: 1.1612e-04 eta: 1:13:47 time: 0.1806 data_time: 0.0091 loss: 1.3252 2023/03/27 14:51:08 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:51:22 - mmengine - INFO - Epoch(train) [296][ 600/5005] lr: 1.1612e-04 eta: 1:13:29 time: 0.1804 data_time: 0.0100 loss: 1.2203 2023/03/27 14:51:40 - mmengine - INFO - Epoch(train) [296][ 700/5005] lr: 1.1612e-04 eta: 1:13:11 time: 0.1799 data_time: 0.0095 loss: 0.9907 2023/03/27 14:51:59 - mmengine - INFO - Epoch(train) [296][ 800/5005] lr: 1.1612e-04 eta: 1:12:53 time: 0.1789 data_time: 0.0092 loss: 1.1387 2023/03/27 14:52:18 - mmengine - INFO - Epoch(train) [296][ 900/5005] lr: 1.1612e-04 eta: 1:12:35 time: 0.1793 data_time: 0.0092 loss: 1.2249 2023/03/27 14:52:37 - mmengine - INFO - Epoch(train) [296][1000/5005] lr: 1.1612e-04 eta: 1:12:17 time: 0.1796 data_time: 0.0097 loss: 1.1348 2023/03/27 14:52:56 - mmengine - INFO - Epoch(train) [296][1100/5005] lr: 1.1612e-04 eta: 1:11:59 time: 0.1798 data_time: 0.0095 loss: 1.1103 2023/03/27 14:53:15 - mmengine - INFO - Epoch(train) [296][1200/5005] lr: 1.1612e-04 eta: 1:11:41 time: 0.1787 data_time: 0.0095 loss: 1.0407 2023/03/27 14:53:34 - mmengine - INFO - Epoch(train) [296][1300/5005] lr: 1.1612e-04 eta: 1:11:22 time: 0.1808 data_time: 0.0094 loss: 0.9847 2023/03/27 14:53:52 - mmengine - INFO - Epoch(train) [296][1400/5005] lr: 1.1612e-04 eta: 1:11:04 time: 0.1800 data_time: 0.0096 loss: 1.2787 2023/03/27 14:54:11 - mmengine - INFO - Epoch(train) [296][1500/5005] lr: 1.1612e-04 eta: 1:10:46 time: 0.1808 data_time: 0.0096 loss: 1.1084 2023/03/27 14:54:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:54:30 - mmengine - INFO - Epoch(train) [296][1600/5005] lr: 1.1612e-04 eta: 1:10:28 time: 0.1803 data_time: 0.0094 loss: 1.4324 2023/03/27 14:54:49 - mmengine - INFO - Epoch(train) [296][1700/5005] lr: 1.1612e-04 eta: 1:10:10 time: 0.1806 data_time: 0.0099 loss: 1.0277 2023/03/27 14:55:08 - mmengine - INFO - Epoch(train) [296][1800/5005] lr: 1.1612e-04 eta: 1:09:52 time: 0.1811 data_time: 0.0095 loss: 1.0887 2023/03/27 14:55:27 - mmengine - INFO - Epoch(train) [296][1900/5005] lr: 1.1612e-04 eta: 1:09:34 time: 0.1812 data_time: 0.0094 loss: 1.1320 2023/03/27 14:55:45 - mmengine - INFO - Epoch(train) [296][2000/5005] lr: 1.1612e-04 eta: 1:09:16 time: 0.1792 data_time: 0.0091 loss: 1.2458 2023/03/27 14:56:04 - mmengine - INFO - Epoch(train) [296][2100/5005] lr: 1.1612e-04 eta: 1:08:58 time: 0.1813 data_time: 0.0095 loss: 1.1346 2023/03/27 14:56:23 - mmengine - INFO - Epoch(train) [296][2200/5005] lr: 1.1612e-04 eta: 1:08:40 time: 0.1791 data_time: 0.0094 loss: 1.1472 2023/03/27 14:56:42 - mmengine - INFO - Epoch(train) [296][2300/5005] lr: 1.1612e-04 eta: 1:08:22 time: 0.1789 data_time: 0.0091 loss: 1.0680 2023/03/27 14:57:00 - mmengine - INFO - Epoch(train) [296][2400/5005] lr: 1.1612e-04 eta: 1:08:04 time: 0.1794 data_time: 0.0098 loss: 1.2489 2023/03/27 14:57:19 - mmengine - INFO - Epoch(train) [296][2500/5005] lr: 1.1612e-04 eta: 1:07:46 time: 0.1795 data_time: 0.0092 loss: 1.2223 2023/03/27 14:57:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 14:57:38 - mmengine - INFO - Epoch(train) [296][2600/5005] lr: 1.1612e-04 eta: 1:07:28 time: 0.1797 data_time: 0.0093 loss: 1.2225 2023/03/27 14:57:57 - mmengine - INFO - Epoch(train) [296][2700/5005] lr: 1.1612e-04 eta: 1:07:10 time: 0.2024 data_time: 0.0094 loss: 1.0519 2023/03/27 14:58:16 - mmengine - INFO - Epoch(train) [296][2800/5005] lr: 1.1612e-04 eta: 1:06:52 time: 0.1796 data_time: 0.0094 loss: 1.0838 2023/03/27 14:58:35 - mmengine - INFO - Epoch(train) [296][2900/5005] lr: 1.1612e-04 eta: 1:06:34 time: 0.1808 data_time: 0.0098 loss: 1.2045 2023/03/27 14:58:54 - mmengine - INFO - Epoch(train) [296][3000/5005] lr: 1.1612e-04 eta: 1:06:16 time: 0.1794 data_time: 0.0094 loss: 1.1420 2023/03/27 14:59:12 - mmengine - INFO - Epoch(train) [296][3100/5005] lr: 1.1612e-04 eta: 1:05:58 time: 0.1799 data_time: 0.0096 loss: 1.1185 2023/03/27 14:59:31 - mmengine - INFO - Epoch(train) [296][3200/5005] lr: 1.1612e-04 eta: 1:05:40 time: 0.1792 data_time: 0.0091 loss: 1.1090 2023/03/27 14:59:50 - mmengine - INFO - Epoch(train) [296][3300/5005] lr: 1.1612e-04 eta: 1:05:21 time: 0.1805 data_time: 0.0097 loss: 1.0945 2023/03/27 15:00:09 - mmengine - INFO - Epoch(train) [296][3400/5005] lr: 1.1612e-04 eta: 1:05:03 time: 0.1800 data_time: 0.0096 loss: 0.9974 2023/03/27 15:00:27 - mmengine - INFO - Epoch(train) [296][3500/5005] lr: 1.1612e-04 eta: 1:04:45 time: 0.1973 data_time: 0.0090 loss: 1.2201 2023/03/27 15:00:32 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:00:47 - mmengine - INFO - Epoch(train) [296][3600/5005] lr: 1.1612e-04 eta: 1:04:27 time: 0.1799 data_time: 0.0095 loss: 1.0790 2023/03/27 15:01:05 - mmengine - INFO - Epoch(train) [296][3700/5005] lr: 1.1612e-04 eta: 1:04:09 time: 0.1793 data_time: 0.0094 loss: 1.0255 2023/03/27 15:01:24 - mmengine - INFO - Epoch(train) [296][3800/5005] lr: 1.1612e-04 eta: 1:03:51 time: 0.1811 data_time: 0.0098 loss: 1.0645 2023/03/27 15:01:43 - mmengine - INFO - Epoch(train) [296][3900/5005] lr: 1.1612e-04 eta: 1:03:33 time: 0.1789 data_time: 0.0093 loss: 1.3747 2023/03/27 15:02:02 - mmengine - INFO - Epoch(train) [296][4000/5005] lr: 1.1612e-04 eta: 1:03:15 time: 0.1809 data_time: 0.0096 loss: 1.3023 2023/03/27 15:02:20 - mmengine - INFO - Epoch(train) [296][4100/5005] lr: 1.1612e-04 eta: 1:02:57 time: 0.1785 data_time: 0.0092 loss: 1.2799 2023/03/27 15:02:39 - mmengine - INFO - Epoch(train) [296][4200/5005] lr: 1.1612e-04 eta: 1:02:39 time: 0.1797 data_time: 0.0093 loss: 1.1120 2023/03/27 15:02:58 - mmengine - INFO - Epoch(train) [296][4300/5005] lr: 1.1612e-04 eta: 1:02:21 time: 0.1786 data_time: 0.0092 loss: 1.2822 2023/03/27 15:03:17 - mmengine - INFO - Epoch(train) [296][4400/5005] lr: 1.1612e-04 eta: 1:02:03 time: 0.1801 data_time: 0.0098 loss: 0.9129 2023/03/27 15:03:36 - mmengine - INFO - Epoch(train) [296][4500/5005] lr: 1.1612e-04 eta: 1:01:45 time: 0.1921 data_time: 0.0096 loss: 1.1551 2023/03/27 15:03:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:03:55 - mmengine - INFO - Epoch(train) [296][4600/5005] lr: 1.1612e-04 eta: 1:01:27 time: 0.1801 data_time: 0.0095 loss: 1.0832 2023/03/27 15:04:14 - mmengine - INFO - Epoch(train) [296][4700/5005] lr: 1.1612e-04 eta: 1:01:09 time: 0.1802 data_time: 0.0094 loss: 1.1473 2023/03/27 15:04:32 - mmengine - INFO - Epoch(train) [296][4800/5005] lr: 1.1612e-04 eta: 1:00:51 time: 0.1792 data_time: 0.0093 loss: 1.2785 2023/03/27 15:04:51 - mmengine - INFO - Epoch(train) [296][4900/5005] lr: 1.1612e-04 eta: 1:00:33 time: 0.1796 data_time: 0.0093 loss: 1.1969 2023/03/27 15:05:10 - mmengine - INFO - Epoch(train) [296][5000/5005] lr: 1.1612e-04 eta: 1:00:15 time: 0.1760 data_time: 0.0095 loss: 1.0874 2023/03/27 15:05:10 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:05:11 - mmengine - INFO - Saving checkpoint at 296 epochs 2023/03/27 15:05:20 - mmengine - INFO - Epoch(val) [296][100/196] eta: 0:00:07 time: 0.0709 data_time: 0.0329 2023/03/27 15:05:49 - mmengine - INFO - Epoch(val) [296][196/196] accuracy/top1: 71.7420 accuracy/top5: 90.3260data_time: 0.0320 time: 0.0661 2023/03/27 15:06:09 - mmengine - INFO - Epoch(train) [297][ 100/5005] lr: 1.1380e-04 eta: 0:59:56 time: 0.1785 data_time: 0.0091 loss: 1.1272 2023/03/27 15:06:28 - mmengine - INFO - Epoch(train) [297][ 200/5005] lr: 1.1380e-04 eta: 0:59:38 time: 0.1795 data_time: 0.0093 loss: 1.4087 2023/03/27 15:06:47 - mmengine - INFO - Epoch(train) [297][ 300/5005] lr: 1.1380e-04 eta: 0:59:20 time: 0.1811 data_time: 0.0094 loss: 1.1657 2023/03/27 15:07:06 - mmengine - INFO - Epoch(train) [297][ 400/5005] lr: 1.1380e-04 eta: 0:59:01 time: 0.1806 data_time: 0.0094 loss: 1.1240 2023/03/27 15:07:24 - mmengine - INFO - Epoch(train) [297][ 500/5005] lr: 1.1380e-04 eta: 0:58:43 time: 0.1811 data_time: 0.0092 loss: 1.2726 2023/03/27 15:07:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:07:43 - mmengine - INFO - Epoch(train) [297][ 600/5005] lr: 1.1380e-04 eta: 0:58:25 time: 0.1792 data_time: 0.0092 loss: 0.9760 2023/03/27 15:08:02 - mmengine - INFO - Epoch(train) [297][ 700/5005] lr: 1.1380e-04 eta: 0:58:07 time: 0.1800 data_time: 0.0090 loss: 1.0027 2023/03/27 15:08:21 - mmengine - INFO - Epoch(train) [297][ 800/5005] lr: 1.1380e-04 eta: 0:57:49 time: 0.1803 data_time: 0.0094 loss: 1.0263 2023/03/27 15:08:39 - mmengine - INFO - Epoch(train) [297][ 900/5005] lr: 1.1380e-04 eta: 0:57:31 time: 0.1787 data_time: 0.0089 loss: 1.1153 2023/03/27 15:08:58 - mmengine - INFO - Epoch(train) [297][1000/5005] lr: 1.1380e-04 eta: 0:57:13 time: 0.1797 data_time: 0.0095 loss: 1.1677 2023/03/27 15:09:17 - mmengine - INFO - Epoch(train) [297][1100/5005] lr: 1.1380e-04 eta: 0:56:55 time: 0.1787 data_time: 0.0090 loss: 1.1954 2023/03/27 15:09:36 - mmengine - INFO - Epoch(train) [297][1200/5005] lr: 1.1380e-04 eta: 0:56:37 time: 0.1802 data_time: 0.0094 loss: 1.0763 2023/03/27 15:09:55 - mmengine - INFO - Epoch(train) [297][1300/5005] lr: 1.1380e-04 eta: 0:56:19 time: 0.2024 data_time: 0.0093 loss: 1.0784 2023/03/27 15:10:14 - mmengine - INFO - Epoch(train) [297][1400/5005] lr: 1.1380e-04 eta: 0:56:01 time: 0.1799 data_time: 0.0090 loss: 1.2239 2023/03/27 15:10:32 - mmengine - INFO - Epoch(train) [297][1500/5005] lr: 1.1380e-04 eta: 0:55:43 time: 0.1801 data_time: 0.0089 loss: 1.1338 2023/03/27 15:10:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:10:51 - mmengine - INFO - Epoch(train) [297][1600/5005] lr: 1.1380e-04 eta: 0:55:25 time: 0.1803 data_time: 0.0092 loss: 1.1663 2023/03/27 15:11:10 - mmengine - INFO - Epoch(train) [297][1700/5005] lr: 1.1380e-04 eta: 0:55:07 time: 0.1803 data_time: 0.0089 loss: 1.2462 2023/03/27 15:11:29 - mmengine - INFO - Epoch(train) [297][1800/5005] lr: 1.1380e-04 eta: 0:54:49 time: 0.1805 data_time: 0.0092 loss: 1.3552 2023/03/27 15:11:48 - mmengine - INFO - Epoch(train) [297][1900/5005] lr: 1.1380e-04 eta: 0:54:31 time: 0.1807 data_time: 0.0091 loss: 1.1788 2023/03/27 15:12:06 - mmengine - INFO - Epoch(train) [297][2000/5005] lr: 1.1380e-04 eta: 0:54:13 time: 0.1793 data_time: 0.0090 loss: 1.1666 2023/03/27 15:12:26 - mmengine - INFO - Epoch(train) [297][2100/5005] lr: 1.1380e-04 eta: 0:53:55 time: 0.1797 data_time: 0.0088 loss: 1.2184 2023/03/27 15:12:45 - mmengine - INFO - Epoch(train) [297][2200/5005] lr: 1.1380e-04 eta: 0:53:37 time: 0.2033 data_time: 0.0092 loss: 1.1381 2023/03/27 15:13:03 - mmengine - INFO - Epoch(train) [297][2300/5005] lr: 1.1380e-04 eta: 0:53:19 time: 0.1796 data_time: 0.0092 loss: 1.0766 2023/03/27 15:13:23 - mmengine - INFO - Epoch(train) [297][2400/5005] lr: 1.1380e-04 eta: 0:53:00 time: 0.1797 data_time: 0.0092 loss: 1.1446 2023/03/27 15:13:41 - mmengine - INFO - Epoch(train) [297][2500/5005] lr: 1.1380e-04 eta: 0:52:42 time: 0.1805 data_time: 0.0090 loss: 1.2708 2023/03/27 15:13:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:14:00 - mmengine - INFO - Epoch(train) [297][2600/5005] lr: 1.1380e-04 eta: 0:52:24 time: 0.1812 data_time: 0.0093 loss: 1.0821 2023/03/27 15:14:19 - mmengine - INFO - Epoch(train) [297][2700/5005] lr: 1.1380e-04 eta: 0:52:06 time: 0.1791 data_time: 0.0090 loss: 1.2245 2023/03/27 15:14:37 - mmengine - INFO - Epoch(train) [297][2800/5005] lr: 1.1380e-04 eta: 0:51:48 time: 0.1799 data_time: 0.0095 loss: 1.0707 2023/03/27 15:14:56 - mmengine - INFO - Epoch(train) [297][2900/5005] lr: 1.1380e-04 eta: 0:51:30 time: 0.1797 data_time: 0.0093 loss: 1.2011 2023/03/27 15:15:15 - mmengine - INFO - Epoch(train) [297][3000/5005] lr: 1.1380e-04 eta: 0:51:12 time: 0.1796 data_time: 0.0090 loss: 1.2027 2023/03/27 15:15:34 - mmengine - INFO - Epoch(train) [297][3100/5005] lr: 1.1380e-04 eta: 0:50:54 time: 0.1795 data_time: 0.0090 loss: 1.1839 2023/03/27 15:15:53 - mmengine - INFO - Epoch(train) [297][3200/5005] lr: 1.1380e-04 eta: 0:50:36 time: 0.1789 data_time: 0.0092 loss: 1.1681 2023/03/27 15:16:12 - mmengine - INFO - Epoch(train) [297][3300/5005] lr: 1.1380e-04 eta: 0:50:18 time: 0.1796 data_time: 0.0091 loss: 1.0964 2023/03/27 15:16:31 - mmengine - INFO - Epoch(train) [297][3400/5005] lr: 1.1380e-04 eta: 0:50:00 time: 0.1810 data_time: 0.0093 loss: 1.1283 2023/03/27 15:16:50 - mmengine - INFO - Epoch(train) [297][3500/5005] lr: 1.1380e-04 eta: 0:49:42 time: 0.1909 data_time: 0.0091 loss: 1.1856 2023/03/27 15:16:53 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:17:09 - mmengine - INFO - Epoch(train) [297][3600/5005] lr: 1.1380e-04 eta: 0:49:24 time: 0.1803 data_time: 0.0093 loss: 1.2060 2023/03/27 15:17:27 - mmengine - INFO - Epoch(train) [297][3700/5005] lr: 1.1380e-04 eta: 0:49:06 time: 0.1804 data_time: 0.0094 loss: 1.2537 2023/03/27 15:17:46 - mmengine - INFO - Epoch(train) [297][3800/5005] lr: 1.1380e-04 eta: 0:48:48 time: 0.1804 data_time: 0.0091 loss: 1.2119 2023/03/27 15:18:05 - mmengine - INFO - Epoch(train) [297][3900/5005] lr: 1.1380e-04 eta: 0:48:30 time: 0.1795 data_time: 0.0091 loss: 1.1851 2023/03/27 15:18:24 - mmengine - INFO - Epoch(train) [297][4000/5005] lr: 1.1380e-04 eta: 0:48:12 time: 0.2016 data_time: 0.0090 loss: 1.1017 2023/03/27 15:18:43 - mmengine - INFO - Epoch(train) [297][4100/5005] lr: 1.1380e-04 eta: 0:47:54 time: 0.1797 data_time: 0.0092 loss: 1.1959 2023/03/27 15:19:02 - mmengine - INFO - Epoch(train) [297][4200/5005] lr: 1.1380e-04 eta: 0:47:36 time: 0.1798 data_time: 0.0091 loss: 1.0635 2023/03/27 15:19:21 - mmengine - INFO - Epoch(train) [297][4300/5005] lr: 1.1380e-04 eta: 0:47:17 time: 0.1788 data_time: 0.0090 loss: 0.9959 2023/03/27 15:19:39 - mmengine - INFO - Epoch(train) [297][4400/5005] lr: 1.1380e-04 eta: 0:46:59 time: 0.1798 data_time: 0.0094 loss: 1.2715 2023/03/27 15:19:58 - mmengine - INFO - Epoch(train) [297][4500/5005] lr: 1.1380e-04 eta: 0:46:41 time: 0.1803 data_time: 0.0093 loss: 1.0660 2023/03/27 15:20:02 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:20:17 - mmengine - INFO - Epoch(train) [297][4600/5005] lr: 1.1380e-04 eta: 0:46:23 time: 0.1796 data_time: 0.0091 loss: 1.0977 2023/03/27 15:20:36 - mmengine - INFO - Epoch(train) [297][4700/5005] lr: 1.1380e-04 eta: 0:46:05 time: 0.1803 data_time: 0.0095 loss: 1.1116 2023/03/27 15:20:55 - mmengine - INFO - Epoch(train) [297][4800/5005] lr: 1.1380e-04 eta: 0:45:47 time: 0.1812 data_time: 0.0096 loss: 1.1319 2023/03/27 15:21:14 - mmengine - INFO - Epoch(train) [297][4900/5005] lr: 1.1380e-04 eta: 0:45:29 time: 0.1809 data_time: 0.0094 loss: 1.0494 2023/03/27 15:21:33 - mmengine - INFO - Epoch(train) [297][5000/5005] lr: 1.1380e-04 eta: 0:45:11 time: 0.1766 data_time: 0.0095 loss: 1.0540 2023/03/27 15:21:34 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:21:34 - mmengine - INFO - Saving checkpoint at 297 epochs 2023/03/27 15:21:43 - mmengine - INFO - Epoch(val) [297][100/196] eta: 0:00:07 time: 0.0645 data_time: 0.0260 2023/03/27 15:22:12 - mmengine - INFO - Epoch(val) [297][196/196] accuracy/top1: 71.7160 accuracy/top5: 90.2440data_time: 0.0702 time: 0.1032 2023/03/27 15:22:32 - mmengine - INFO - Epoch(train) [298][ 100/5005] lr: 1.1152e-04 eta: 0:44:52 time: 0.1805 data_time: 0.0098 loss: 1.0525 2023/03/27 15:22:51 - mmengine - INFO - Epoch(train) [298][ 200/5005] lr: 1.1152e-04 eta: 0:44:34 time: 0.2024 data_time: 0.0095 loss: 1.0283 2023/03/27 15:23:09 - mmengine - INFO - Epoch(train) [298][ 300/5005] lr: 1.1152e-04 eta: 0:44:16 time: 0.1809 data_time: 0.0093 loss: 0.9630 2023/03/27 15:23:28 - mmengine - INFO - Epoch(train) [298][ 400/5005] lr: 1.1152e-04 eta: 0:43:58 time: 0.1796 data_time: 0.0096 loss: 1.0732 2023/03/27 15:23:47 - mmengine - INFO - Epoch(train) [298][ 500/5005] lr: 1.1152e-04 eta: 0:43:40 time: 0.1802 data_time: 0.0096 loss: 1.1680 2023/03/27 15:23:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:24:06 - mmengine - INFO - Epoch(train) [298][ 600/5005] lr: 1.1152e-04 eta: 0:43:22 time: 0.1799 data_time: 0.0094 loss: 1.2836 2023/03/27 15:24:25 - mmengine - INFO - Epoch(train) [298][ 700/5005] lr: 1.1152e-04 eta: 0:43:04 time: 0.1803 data_time: 0.0094 loss: 1.1493 2023/03/27 15:24:44 - mmengine - INFO - Epoch(train) [298][ 800/5005] lr: 1.1152e-04 eta: 0:42:46 time: 0.1810 data_time: 0.0093 loss: 1.1396 2023/03/27 15:25:03 - mmengine - INFO - Epoch(train) [298][ 900/5005] lr: 1.1152e-04 eta: 0:42:28 time: 0.1797 data_time: 0.0092 loss: 1.2512 2023/03/27 15:25:22 - mmengine - INFO - Epoch(train) [298][1000/5005] lr: 1.1152e-04 eta: 0:42:10 time: 0.1814 data_time: 0.0098 loss: 1.1923 2023/03/27 15:25:40 - mmengine - INFO - Epoch(train) [298][1100/5005] lr: 1.1152e-04 eta: 0:41:52 time: 0.1801 data_time: 0.0095 loss: 1.3489 2023/03/27 15:25:59 - mmengine - INFO - Epoch(train) [298][1200/5005] lr: 1.1152e-04 eta: 0:41:34 time: 0.1822 data_time: 0.0098 loss: 1.0803 2023/03/27 15:26:18 - mmengine - INFO - Epoch(train) [298][1300/5005] lr: 1.1152e-04 eta: 0:41:16 time: 0.1805 data_time: 0.0099 loss: 1.0376 2023/03/27 15:26:37 - mmengine - INFO - Epoch(train) [298][1400/5005] lr: 1.1152e-04 eta: 0:40:58 time: 0.1809 data_time: 0.0096 loss: 1.3116 2023/03/27 15:26:56 - mmengine - INFO - Epoch(train) [298][1500/5005] lr: 1.1152e-04 eta: 0:40:39 time: 0.1804 data_time: 0.0091 loss: 1.1352 2023/03/27 15:26:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:27:15 - mmengine - INFO - Epoch(train) [298][1600/5005] lr: 1.1152e-04 eta: 0:40:21 time: 0.1805 data_time: 0.0098 loss: 1.2550 2023/03/27 15:27:34 - mmengine - INFO - Epoch(train) [298][1700/5005] lr: 1.1152e-04 eta: 0:40:03 time: 0.1794 data_time: 0.0096 loss: 0.9486 2023/03/27 15:27:53 - mmengine - INFO - Epoch(train) [298][1800/5005] lr: 1.1152e-04 eta: 0:39:45 time: 0.1808 data_time: 0.0096 loss: 1.0825 2023/03/27 15:28:11 - mmengine - INFO - Epoch(train) [298][1900/5005] lr: 1.1152e-04 eta: 0:39:27 time: 0.1788 data_time: 0.0090 loss: 1.1179 2023/03/27 15:28:30 - mmengine - INFO - Epoch(train) [298][2000/5005] lr: 1.1152e-04 eta: 0:39:09 time: 0.1802 data_time: 0.0095 loss: 1.1191 2023/03/27 15:28:49 - mmengine - INFO - Epoch(train) [298][2100/5005] lr: 1.1152e-04 eta: 0:38:51 time: 0.1798 data_time: 0.0094 loss: 1.1050 2023/03/27 15:29:08 - mmengine - INFO - Epoch(train) [298][2200/5005] lr: 1.1152e-04 eta: 0:38:33 time: 0.1806 data_time: 0.0097 loss: 1.1206 2023/03/27 15:29:27 - mmengine - INFO - Epoch(train) [298][2300/5005] lr: 1.1152e-04 eta: 0:38:15 time: 0.1801 data_time: 0.0094 loss: 1.1231 2023/03/27 15:29:45 - mmengine - INFO - Epoch(train) [298][2400/5005] lr: 1.1152e-04 eta: 0:37:57 time: 0.1813 data_time: 0.0094 loss: 1.0744 2023/03/27 15:30:05 - mmengine - INFO - Epoch(train) [298][2500/5005] lr: 1.1152e-04 eta: 0:37:39 time: 0.2039 data_time: 0.0094 loss: 1.2377 2023/03/27 15:30:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:30:23 - mmengine - INFO - Epoch(train) [298][2600/5005] lr: 1.1152e-04 eta: 0:37:21 time: 0.1800 data_time: 0.0090 loss: 1.0817 2023/03/27 15:30:42 - mmengine - INFO - Epoch(train) [298][2700/5005] lr: 1.1152e-04 eta: 0:37:03 time: 0.1802 data_time: 0.0099 loss: 1.1986 2023/03/27 15:31:01 - mmengine - INFO - Epoch(train) [298][2800/5005] lr: 1.1152e-04 eta: 0:36:45 time: 0.1804 data_time: 0.0097 loss: 1.3308 2023/03/27 15:31:20 - mmengine - INFO - Epoch(train) [298][2900/5005] lr: 1.1152e-04 eta: 0:36:27 time: 0.1800 data_time: 0.0097 loss: 1.0850 2023/03/27 15:31:38 - mmengine - INFO - Epoch(train) [298][3000/5005] lr: 1.1152e-04 eta: 0:36:09 time: 0.1807 data_time: 0.0097 loss: 1.1894 2023/03/27 15:31:57 - mmengine - INFO - Epoch(train) [298][3100/5005] lr: 1.1152e-04 eta: 0:35:51 time: 0.1810 data_time: 0.0096 loss: 1.0509 2023/03/27 15:32:16 - mmengine - INFO - Epoch(train) [298][3200/5005] lr: 1.1152e-04 eta: 0:35:33 time: 0.2033 data_time: 0.0094 loss: 1.0800 2023/03/27 15:32:35 - mmengine - INFO - Epoch(train) [298][3300/5005] lr: 1.1152e-04 eta: 0:35:15 time: 0.2012 data_time: 0.0094 loss: 1.0274 2023/03/27 15:32:54 - mmengine - INFO - Epoch(train) [298][3400/5005] lr: 1.1152e-04 eta: 0:34:56 time: 0.1800 data_time: 0.0094 loss: 1.1879 2023/03/27 15:33:13 - mmengine - INFO - Epoch(train) [298][3500/5005] lr: 1.1152e-04 eta: 0:34:38 time: 0.1805 data_time: 0.0091 loss: 1.1791 2023/03/27 15:33:16 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:33:32 - mmengine - INFO - Epoch(train) [298][3600/5005] lr: 1.1152e-04 eta: 0:34:20 time: 0.1791 data_time: 0.0091 loss: 1.3188 2023/03/27 15:33:50 - mmengine - INFO - Epoch(train) [298][3700/5005] lr: 1.1152e-04 eta: 0:34:02 time: 0.1806 data_time: 0.0097 loss: 1.1389 2023/03/27 15:34:09 - mmengine - INFO - Epoch(train) [298][3800/5005] lr: 1.1152e-04 eta: 0:33:44 time: 0.1801 data_time: 0.0097 loss: 1.0984 2023/03/27 15:34:28 - mmengine - INFO - Epoch(train) [298][3900/5005] lr: 1.1152e-04 eta: 0:33:26 time: 0.2019 data_time: 0.0091 loss: 1.1857 2023/03/27 15:34:47 - mmengine - INFO - Epoch(train) [298][4000/5005] lr: 1.1152e-04 eta: 0:33:08 time: 0.1804 data_time: 0.0096 loss: 1.0429 2023/03/27 15:35:06 - mmengine - INFO - Epoch(train) [298][4100/5005] lr: 1.1152e-04 eta: 0:32:50 time: 0.1800 data_time: 0.0090 loss: 1.1475 2023/03/27 15:35:25 - mmengine - INFO - Epoch(train) [298][4200/5005] lr: 1.1152e-04 eta: 0:32:32 time: 0.1794 data_time: 0.0095 loss: 1.2047 2023/03/27 15:35:44 - mmengine - INFO - Epoch(train) [298][4300/5005] lr: 1.1152e-04 eta: 0:32:14 time: 0.1801 data_time: 0.0096 loss: 1.2420 2023/03/27 15:36:02 - mmengine - INFO - Epoch(train) [298][4400/5005] lr: 1.1152e-04 eta: 0:31:56 time: 0.1807 data_time: 0.0096 loss: 1.0779 2023/03/27 15:36:21 - mmengine - INFO - Epoch(train) [298][4500/5005] lr: 1.1152e-04 eta: 0:31:38 time: 0.1804 data_time: 0.0095 loss: 1.0283 2023/03/27 15:36:24 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:36:40 - mmengine - INFO - Epoch(train) [298][4600/5005] lr: 1.1152e-04 eta: 0:31:20 time: 0.1817 data_time: 0.0096 loss: 1.1869 2023/03/27 15:36:59 - mmengine - INFO - Epoch(train) [298][4700/5005] lr: 1.1152e-04 eta: 0:31:02 time: 0.1791 data_time: 0.0094 loss: 1.1413 2023/03/27 15:37:18 - mmengine - INFO - Epoch(train) [298][4800/5005] lr: 1.1152e-04 eta: 0:30:44 time: 0.1812 data_time: 0.0099 loss: 1.1706 2023/03/27 15:37:37 - mmengine - INFO - Epoch(train) [298][4900/5005] lr: 1.1152e-04 eta: 0:30:26 time: 0.1807 data_time: 0.0097 loss: 0.9998 2023/03/27 15:37:55 - mmengine - INFO - Epoch(train) [298][5000/5005] lr: 1.1152e-04 eta: 0:30:08 time: 0.1765 data_time: 0.0093 loss: 1.1978 2023/03/27 15:37:56 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:37:57 - mmengine - INFO - Saving checkpoint at 298 epochs 2023/03/27 15:38:05 - mmengine - INFO - Epoch(val) [298][100/196] eta: 0:00:07 time: 0.0655 data_time: 0.0273 2023/03/27 15:38:35 - mmengine - INFO - Epoch(val) [298][196/196] accuracy/top1: 71.7660 accuracy/top5: 90.2580data_time: 0.0705 time: 0.1028 2023/03/27 15:38:55 - mmengine - INFO - Epoch(train) [299][ 100/5005] lr: 1.0929e-04 eta: 0:29:49 time: 0.1785 data_time: 0.0091 loss: 1.1059 2023/03/27 15:39:14 - mmengine - INFO - Epoch(train) [299][ 200/5005] lr: 1.0929e-04 eta: 0:29:31 time: 0.1797 data_time: 0.0091 loss: 1.0738 2023/03/27 15:39:32 - mmengine - INFO - Epoch(train) [299][ 300/5005] lr: 1.0929e-04 eta: 0:29:13 time: 0.1811 data_time: 0.0097 loss: 1.2319 2023/03/27 15:39:51 - mmengine - INFO - Epoch(train) [299][ 400/5005] lr: 1.0929e-04 eta: 0:28:55 time: 0.1781 data_time: 0.0090 loss: 1.1459 2023/03/27 15:40:10 - mmengine - INFO - Epoch(train) [299][ 500/5005] lr: 1.0929e-04 eta: 0:28:36 time: 0.1802 data_time: 0.0093 loss: 1.2446 2023/03/27 15:40:12 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:40:28 - mmengine - INFO - Epoch(train) [299][ 600/5005] lr: 1.0929e-04 eta: 0:28:18 time: 0.1793 data_time: 0.0091 loss: 1.3309 2023/03/27 15:40:47 - mmengine - INFO - Epoch(train) [299][ 700/5005] lr: 1.0929e-04 eta: 0:28:00 time: 0.1794 data_time: 0.0091 loss: 1.0514 2023/03/27 15:41:06 - mmengine - INFO - Epoch(train) [299][ 800/5005] lr: 1.0929e-04 eta: 0:27:42 time: 0.1926 data_time: 0.0096 loss: 1.1911 2023/03/27 15:41:25 - mmengine - INFO - Epoch(train) [299][ 900/5005] lr: 1.0929e-04 eta: 0:27:24 time: 0.1801 data_time: 0.0094 loss: 1.2617 2023/03/27 15:41:44 - mmengine - INFO - Epoch(train) [299][1000/5005] lr: 1.0929e-04 eta: 0:27:06 time: 0.1805 data_time: 0.0094 loss: 1.0676 2023/03/27 15:42:03 - mmengine - INFO - Epoch(train) [299][1100/5005] lr: 1.0929e-04 eta: 0:26:48 time: 0.1801 data_time: 0.0097 loss: 1.1149 2023/03/27 15:42:22 - mmengine - INFO - Epoch(train) [299][1200/5005] lr: 1.0929e-04 eta: 0:26:30 time: 0.2025 data_time: 0.0093 loss: 0.9993 2023/03/27 15:42:40 - mmengine - INFO - Epoch(train) [299][1300/5005] lr: 1.0929e-04 eta: 0:26:12 time: 0.1809 data_time: 0.0094 loss: 1.1372 2023/03/27 15:42:59 - mmengine - INFO - Epoch(train) [299][1400/5005] lr: 1.0929e-04 eta: 0:25:54 time: 0.1805 data_time: 0.0091 loss: 1.2054 2023/03/27 15:43:18 - mmengine - INFO - Epoch(train) [299][1500/5005] lr: 1.0929e-04 eta: 0:25:36 time: 0.1805 data_time: 0.0096 loss: 1.0676 2023/03/27 15:43:20 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:43:37 - mmengine - INFO - Epoch(train) [299][1600/5005] lr: 1.0929e-04 eta: 0:25:18 time: 0.1802 data_time: 0.0092 loss: 1.1956 2023/03/27 15:43:56 - mmengine - INFO - Epoch(train) [299][1700/5005] lr: 1.0929e-04 eta: 0:25:00 time: 0.1800 data_time: 0.0095 loss: 1.0169 2023/03/27 15:44:14 - mmengine - INFO - Epoch(train) [299][1800/5005] lr: 1.0929e-04 eta: 0:24:42 time: 0.1797 data_time: 0.0094 loss: 1.2124 2023/03/27 15:44:33 - mmengine - INFO - Epoch(train) [299][1900/5005] lr: 1.0929e-04 eta: 0:24:24 time: 0.1793 data_time: 0.0093 loss: 1.0478 2023/03/27 15:44:52 - mmengine - INFO - Epoch(train) [299][2000/5005] lr: 1.0929e-04 eta: 0:24:06 time: 0.1794 data_time: 0.0093 loss: 1.2219 2023/03/27 15:45:11 - mmengine - INFO - Epoch(train) [299][2100/5005] lr: 1.0929e-04 eta: 0:23:48 time: 0.1804 data_time: 0.0093 loss: 1.2337 2023/03/27 15:45:29 - mmengine - INFO - Epoch(train) [299][2200/5005] lr: 1.0929e-04 eta: 0:23:30 time: 0.1784 data_time: 0.0092 loss: 0.9928 2023/03/27 15:45:49 - mmengine - INFO - Epoch(train) [299][2300/5005] lr: 1.0929e-04 eta: 0:23:11 time: 0.1802 data_time: 0.0092 loss: 1.0531 2023/03/27 15:46:07 - mmengine - INFO - Epoch(train) [299][2400/5005] lr: 1.0929e-04 eta: 0:22:53 time: 0.1794 data_time: 0.0091 loss: 0.9924 2023/03/27 15:46:26 - mmengine - INFO - Epoch(train) [299][2500/5005] lr: 1.0929e-04 eta: 0:22:35 time: 0.1799 data_time: 0.0095 loss: 1.0386 2023/03/27 15:46:28 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:46:45 - mmengine - INFO - Epoch(train) [299][2600/5005] lr: 1.0929e-04 eta: 0:22:17 time: 0.1806 data_time: 0.0093 loss: 1.2076 2023/03/27 15:47:04 - mmengine - INFO - Epoch(train) [299][2700/5005] lr: 1.0929e-04 eta: 0:21:59 time: 0.1818 data_time: 0.0092 loss: 1.1889 2023/03/27 15:47:23 - mmengine - INFO - Epoch(train) [299][2800/5005] lr: 1.0929e-04 eta: 0:21:41 time: 0.1806 data_time: 0.0095 loss: 1.2231 2023/03/27 15:47:41 - mmengine - INFO - Epoch(train) [299][2900/5005] lr: 1.0929e-04 eta: 0:21:23 time: 0.1810 data_time: 0.0094 loss: 1.1118 2023/03/27 15:48:01 - mmengine - INFO - Epoch(train) [299][3000/5005] lr: 1.0929e-04 eta: 0:21:05 time: 0.1795 data_time: 0.0093 loss: 1.4979 2023/03/27 15:48:20 - mmengine - INFO - Epoch(train) [299][3100/5005] lr: 1.0929e-04 eta: 0:20:47 time: 0.1798 data_time: 0.0093 loss: 1.0964 2023/03/27 15:48:38 - mmengine - INFO - Epoch(train) [299][3200/5005] lr: 1.0929e-04 eta: 0:20:29 time: 0.1815 data_time: 0.0096 loss: 1.0812 2023/03/27 15:48:57 - mmengine - INFO - Epoch(train) [299][3300/5005] lr: 1.0929e-04 eta: 0:20:11 time: 0.1808 data_time: 0.0093 loss: 1.1598 2023/03/27 15:49:16 - mmengine - INFO - Epoch(train) [299][3400/5005] lr: 1.0929e-04 eta: 0:19:53 time: 0.1808 data_time: 0.0094 loss: 1.1188 2023/03/27 15:49:34 - mmengine - INFO - Epoch(train) [299][3500/5005] lr: 1.0929e-04 eta: 0:19:35 time: 0.1796 data_time: 0.0091 loss: 1.1557 2023/03/27 15:49:36 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:49:54 - mmengine - INFO - Epoch(train) [299][3600/5005] lr: 1.0929e-04 eta: 0:19:17 time: 0.1800 data_time: 0.0097 loss: 1.0226 2023/03/27 15:50:13 - mmengine - INFO - Epoch(train) [299][3700/5005] lr: 1.0929e-04 eta: 0:18:59 time: 0.1999 data_time: 0.0092 loss: 1.0424 2023/03/27 15:50:31 - mmengine - INFO - Epoch(train) [299][3800/5005] lr: 1.0929e-04 eta: 0:18:41 time: 0.1917 data_time: 0.0095 loss: 1.1356 2023/03/27 15:50:50 - mmengine - INFO - Epoch(train) [299][3900/5005] lr: 1.0929e-04 eta: 0:18:23 time: 0.1798 data_time: 0.0093 loss: 1.2158 2023/03/27 15:51:09 - mmengine - INFO - Epoch(train) [299][4000/5005] lr: 1.0929e-04 eta: 0:18:05 time: 0.1803 data_time: 0.0093 loss: 1.0463 2023/03/27 15:51:28 - mmengine - INFO - Epoch(train) [299][4100/5005] lr: 1.0929e-04 eta: 0:17:47 time: 0.1809 data_time: 0.0096 loss: 1.2351 2023/03/27 15:51:47 - mmengine - INFO - Epoch(train) [299][4200/5005] lr: 1.0929e-04 eta: 0:17:28 time: 0.1805 data_time: 0.0096 loss: 1.4125 2023/03/27 15:52:05 - mmengine - INFO - Epoch(train) [299][4300/5005] lr: 1.0929e-04 eta: 0:17:10 time: 0.1800 data_time: 0.0095 loss: 1.1560 2023/03/27 15:52:24 - mmengine - INFO - Epoch(train) [299][4400/5005] lr: 1.0929e-04 eta: 0:16:52 time: 0.1800 data_time: 0.0092 loss: 1.2588 2023/03/27 15:52:43 - mmengine - INFO - Epoch(train) [299][4500/5005] lr: 1.0929e-04 eta: 0:16:34 time: 0.1804 data_time: 0.0093 loss: 1.1839 2023/03/27 15:52:45 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:53:02 - mmengine - INFO - Epoch(train) [299][4600/5005] lr: 1.0929e-04 eta: 0:16:16 time: 0.1807 data_time: 0.0095 loss: 1.0920 2023/03/27 15:53:21 - mmengine - INFO - Epoch(train) [299][4700/5005] lr: 1.0929e-04 eta: 0:15:58 time: 0.1795 data_time: 0.0095 loss: 1.1882 2023/03/27 15:53:40 - mmengine - INFO - Epoch(train) [299][4800/5005] lr: 1.0929e-04 eta: 0:15:40 time: 0.1799 data_time: 0.0093 loss: 1.2944 2023/03/27 15:53:59 - mmengine - INFO - Epoch(train) [299][4900/5005] lr: 1.0929e-04 eta: 0:15:22 time: 0.1887 data_time: 0.0092 loss: 1.2522 2023/03/27 15:54:17 - mmengine - INFO - Epoch(train) [299][5000/5005] lr: 1.0929e-04 eta: 0:15:04 time: 0.1763 data_time: 0.0090 loss: 1.0459 2023/03/27 15:54:18 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:54:19 - mmengine - INFO - Saving checkpoint at 299 epochs 2023/03/27 15:54:28 - mmengine - INFO - Epoch(val) [299][100/196] eta: 0:00:07 time: 0.0694 data_time: 0.0322 2023/03/27 15:54:57 - mmengine - INFO - Epoch(val) [299][196/196] accuracy/top1: 71.6340 accuracy/top5: 90.2500data_time: 0.0703 time: 0.1028 2023/03/27 15:55:17 - mmengine - INFO - Epoch(train) [300][ 100/5005] lr: 1.0710e-04 eta: 0:14:45 time: 0.1812 data_time: 0.0094 loss: 1.1190 2023/03/27 15:55:35 - mmengine - INFO - Epoch(train) [300][ 200/5005] lr: 1.0710e-04 eta: 0:14:27 time: 0.1806 data_time: 0.0093 loss: 1.0018 2023/03/27 15:55:54 - mmengine - INFO - Epoch(train) [300][ 300/5005] lr: 1.0710e-04 eta: 0:14:09 time: 0.2025 data_time: 0.0093 loss: 1.0067 2023/03/27 15:56:13 - mmengine - INFO - Epoch(train) [300][ 400/5005] lr: 1.0710e-04 eta: 0:13:51 time: 0.1803 data_time: 0.0095 loss: 1.1185 2023/03/27 15:56:32 - mmengine - INFO - Epoch(train) [300][ 500/5005] lr: 1.0710e-04 eta: 0:13:33 time: 0.2106 data_time: 0.0093 loss: 1.0264 2023/03/27 15:56:33 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 15:56:51 - mmengine - INFO - Epoch(train) [300][ 600/5005] lr: 1.0710e-04 eta: 0:13:15 time: 0.1801 data_time: 0.0094 loss: 1.1433 2023/03/27 15:57:10 - mmengine - INFO - Epoch(train) [300][ 700/5005] lr: 1.0710e-04 eta: 0:12:57 time: 0.1799 data_time: 0.0091 loss: 1.2373 2023/03/27 15:57:29 - mmengine - INFO - Epoch(train) [300][ 800/5005] lr: 1.0710e-04 eta: 0:12:39 time: 0.1942 data_time: 0.0092 loss: 1.2825 2023/03/27 15:57:48 - mmengine - INFO - Epoch(train) [300][ 900/5005] lr: 1.0710e-04 eta: 0:12:21 time: 0.1802 data_time: 0.0092 loss: 1.1918 2023/03/27 15:58:07 - mmengine - INFO - Epoch(train) [300][1000/5005] lr: 1.0710e-04 eta: 0:12:03 time: 0.1810 data_time: 0.0093 loss: 1.1627 2023/03/27 15:58:25 - mmengine - INFO - Epoch(train) [300][1100/5005] lr: 1.0710e-04 eta: 0:11:45 time: 0.1913 data_time: 0.0092 loss: 1.1277 2023/03/27 15:58:44 - mmengine - INFO - Epoch(train) [300][1200/5005] lr: 1.0710e-04 eta: 0:11:26 time: 0.1812 data_time: 0.0091 loss: 1.1037 2023/03/27 15:59:03 - mmengine - INFO - Epoch(train) [300][1300/5005] lr: 1.0710e-04 eta: 0:11:08 time: 0.1797 data_time: 0.0092 loss: 1.1146 2023/03/27 15:59:22 - mmengine - INFO - Epoch(train) [300][1400/5005] lr: 1.0710e-04 eta: 0:10:50 time: 0.2019 data_time: 0.0089 loss: 1.1145 2023/03/27 15:59:41 - mmengine - INFO - Epoch(train) [300][1500/5005] lr: 1.0710e-04 eta: 0:10:32 time: 0.1800 data_time: 0.0090 loss: 1.1722 2023/03/27 15:59:42 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 16:00:00 - mmengine - INFO - Epoch(train) [300][1600/5005] lr: 1.0710e-04 eta: 0:10:14 time: 0.1798 data_time: 0.0094 loss: 1.1175 2023/03/27 16:00:18 - mmengine - INFO - Epoch(train) [300][1700/5005] lr: 1.0710e-04 eta: 0:09:56 time: 0.1797 data_time: 0.0093 loss: 1.1962 2023/03/27 16:00:37 - mmengine - INFO - Epoch(train) [300][1800/5005] lr: 1.0710e-04 eta: 0:09:38 time: 0.1809 data_time: 0.0094 loss: 1.1880 2023/03/27 16:00:56 - mmengine - INFO - Epoch(train) [300][1900/5005] lr: 1.0710e-04 eta: 0:09:20 time: 0.1791 data_time: 0.0090 loss: 1.1148 2023/03/27 16:01:15 - mmengine - INFO - Epoch(train) [300][2000/5005] lr: 1.0710e-04 eta: 0:09:02 time: 0.1799 data_time: 0.0093 loss: 1.2130 2023/03/27 16:01:34 - mmengine - INFO - Epoch(train) [300][2100/5005] lr: 1.0710e-04 eta: 0:08:44 time: 0.1859 data_time: 0.0096 loss: 1.0301 2023/03/27 16:01:53 - mmengine - INFO - Epoch(train) [300][2200/5005] lr: 1.0710e-04 eta: 0:08:26 time: 0.1811 data_time: 0.0091 loss: 1.0755 2023/03/27 16:02:12 - mmengine - INFO - Epoch(train) [300][2300/5005] lr: 1.0710e-04 eta: 0:08:08 time: 0.2004 data_time: 0.0085 loss: 1.2080 2023/03/27 16:02:30 - mmengine - INFO - Epoch(train) [300][2400/5005] lr: 1.0710e-04 eta: 0:07:50 time: 0.1788 data_time: 0.0092 loss: 1.0967 2023/03/27 16:02:49 - mmengine - INFO - Epoch(train) [300][2500/5005] lr: 1.0710e-04 eta: 0:07:32 time: 0.1798 data_time: 0.0091 loss: 1.1598 2023/03/27 16:02:50 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 16:03:08 - mmengine - INFO - Epoch(train) [300][2600/5005] lr: 1.0710e-04 eta: 0:07:14 time: 0.1793 data_time: 0.0090 loss: 1.2259 2023/03/27 16:03:27 - mmengine - INFO - Epoch(train) [300][2700/5005] lr: 1.0710e-04 eta: 0:06:56 time: 0.1811 data_time: 0.0094 loss: 1.1400 2023/03/27 16:03:46 - mmengine - INFO - Epoch(train) [300][2800/5005] lr: 1.0710e-04 eta: 0:06:38 time: 0.1809 data_time: 0.0090 loss: 1.2663 2023/03/27 16:04:04 - mmengine - INFO - Epoch(train) [300][2900/5005] lr: 1.0710e-04 eta: 0:06:20 time: 0.1796 data_time: 0.0090 loss: 1.0288 2023/03/27 16:04:23 - mmengine - INFO - Epoch(train) [300][3000/5005] lr: 1.0710e-04 eta: 0:06:02 time: 0.1795 data_time: 0.0094 loss: 1.1531 2023/03/27 16:04:42 - mmengine - INFO - Epoch(train) [300][3100/5005] lr: 1.0710e-04 eta: 0:05:43 time: 0.1793 data_time: 0.0092 loss: 1.2505 2023/03/27 16:05:01 - mmengine - INFO - Epoch(train) [300][3200/5005] lr: 1.0710e-04 eta: 0:05:25 time: 0.1811 data_time: 0.0094 loss: 1.0439 2023/03/27 16:05:20 - mmengine - INFO - Epoch(train) [300][3300/5005] lr: 1.0710e-04 eta: 0:05:07 time: 0.1795 data_time: 0.0091 loss: 1.0933 2023/03/27 16:05:39 - mmengine - INFO - Epoch(train) [300][3400/5005] lr: 1.0710e-04 eta: 0:04:49 time: 0.1794 data_time: 0.0095 loss: 1.1867 2023/03/27 16:05:58 - mmengine - INFO - Epoch(train) [300][3500/5005] lr: 1.0710e-04 eta: 0:04:31 time: 0.1807 data_time: 0.0091 loss: 1.0782 2023/03/27 16:05:58 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 16:06:16 - mmengine - INFO - Epoch(train) [300][3600/5005] lr: 1.0710e-04 eta: 0:04:13 time: 0.1797 data_time: 0.0089 loss: 1.2588 2023/03/27 16:06:35 - mmengine - INFO - Epoch(train) [300][3700/5005] lr: 1.0710e-04 eta: 0:03:55 time: 0.1813 data_time: 0.0092 loss: 1.0210 2023/03/27 16:06:54 - mmengine - INFO - Epoch(train) [300][3800/5005] lr: 1.0710e-04 eta: 0:03:37 time: 0.1803 data_time: 0.0092 loss: 1.1014 2023/03/27 16:07:13 - mmengine - INFO - Epoch(train) [300][3900/5005] lr: 1.0710e-04 eta: 0:03:19 time: 0.1810 data_time: 0.0094 loss: 1.1295 2023/03/27 16:07:31 - mmengine - INFO - Epoch(train) [300][4000/5005] lr: 1.0710e-04 eta: 0:03:01 time: 0.1802 data_time: 0.0093 loss: 1.2178 2023/03/27 16:07:50 - mmengine - INFO - Epoch(train) [300][4100/5005] lr: 1.0710e-04 eta: 0:02:43 time: 0.1807 data_time: 0.0094 loss: 1.2251 2023/03/27 16:08:09 - mmengine - INFO - Epoch(train) [300][4200/5005] lr: 1.0710e-04 eta: 0:02:25 time: 0.1819 data_time: 0.0096 loss: 1.3200 2023/03/27 16:08:28 - mmengine - INFO - Epoch(train) [300][4300/5005] lr: 1.0710e-04 eta: 0:02:07 time: 0.1804 data_time: 0.0091 loss: 1.0875 2023/03/27 16:08:47 - mmengine - INFO - Epoch(train) [300][4400/5005] lr: 1.0710e-04 eta: 0:01:49 time: 0.1811 data_time: 0.0095 loss: 1.1233 2023/03/27 16:09:06 - mmengine - INFO - Epoch(train) [300][4500/5005] lr: 1.0710e-04 eta: 0:01:31 time: 0.1783 data_time: 0.0089 loss: 1.0920 2023/03/27 16:09:07 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 16:09:25 - mmengine - INFO - Epoch(train) [300][4600/5005] lr: 1.0710e-04 eta: 0:01:13 time: 0.1805 data_time: 0.0096 loss: 1.3373 2023/03/27 16:09:44 - mmengine - INFO - Epoch(train) [300][4700/5005] lr: 1.0710e-04 eta: 0:00:55 time: 0.1819 data_time: 0.0096 loss: 1.0745 2023/03/27 16:10:02 - mmengine - INFO - Epoch(train) [300][4800/5005] lr: 1.0710e-04 eta: 0:00:37 time: 0.1898 data_time: 0.0095 loss: 1.2158 2023/03/27 16:10:21 - mmengine - INFO - Epoch(train) [300][4900/5005] lr: 1.0710e-04 eta: 0:00:18 time: 0.1801 data_time: 0.0092 loss: 1.0916 2023/03/27 16:10:40 - mmengine - INFO - Epoch(train) [300][5000/5005] lr: 1.0710e-04 eta: 0:00:00 time: 0.1770 data_time: 0.0090 loss: 1.1514 2023/03/27 16:10:41 - mmengine - INFO - Exp name: mobilenet-v2_8xb32_in1k_20230324_081624 2023/03/27 16:10:41 - mmengine - INFO - Saving checkpoint at 300 epochs 2023/03/27 16:10:50 - mmengine - INFO - Epoch(val) [300][100/196] eta: 0:00:07 time: 0.0664 data_time: 0.0286 2023/03/27 16:11:19 - mmengine - INFO - Epoch(val) [300][196/196] accuracy/top1: 71.7440 accuracy/top5: 90.2800data_time: 0.0688 time: 0.1011