2022/11/27 01:54:01 - mmengine - INFO - ------------------------------------------------------------ System environment: sys.platform: linux Python: 3.8.15 (default, Nov 24 2022, 15:19:38) [GCC 11.2.0] CUDA available: True numpy_random_seed: 127784808 GPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB CUDA_HOME: /mm_model/yuzhaohui/share_cfg/cuda-11.3 NVCC: Cuda compilation tools, release 11.3, V11.3.109 GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-44) PyTorch: 1.11.0+cu113 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.5.2 (Git Hash a9302535553c73243c632ad3c4c80beec3d19a1e) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.3 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86 - CuDNN 8.2 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.0, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -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-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.11.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, TorchVision: 0.12.0+cu113 OpenCV: 4.6.0 MMEngine: 0.3.2 Runtime environment: cudnn_benchmark: False mp_cfg: {'mp_start_method': 'fork', 'opencv_num_threads': 0} dist_cfg: {'backend': 'nccl'} seed: None Distributed launcher: pytorch Distributed training: True GPU number: 8 ------------------------------------------------------------ 2022/11/27 01:54:01 - mmengine - INFO - Config: model = dict( type='ImageClassifier', backbone=dict(type='RepVGG', arch='A0', out_indices=(3, )), 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=True, 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=True, 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=True, collate_fn=dict(type='default_collate'), batch_size=32, num_workers=5, dataset=dict( type='ImageNet', data_root='data/imagenet', ann_file='meta/val.txt', data_prefix='val', pipeline=[ dict(type='LoadImageFromFile'), dict(type='ResizeEdge', scale=256, edge='short', backend='pillow'), dict(type='CenterCrop', crop_size=224), dict(type='PackClsInputs') ]), sampler=dict(type='DefaultSampler', shuffle=False)) test_evaluator = dict(type='Accuracy', topk=(1, 5)) optim_wrapper = dict( optimizer=dict(type='SGD', lr=0.1, momentum=0.9, weight_decay=0.0001), paramwise_cfg=dict( bias_decay_mult=0.0, custom_keys=dict({ 'branch_3x3.norm': dict(decay_mult=0.0), 'branch_1x1.norm': dict(decay_mult=0.0), 'branch_norm.bias': dict(decay_mult=0.0) }))) param_scheduler = dict( type='CosineAnnealingLR', T_max=120, by_epoch=True, begin=0, end=120, convert_to_iter_based=True) train_cfg = dict(by_epoch=True, max_epochs=120, 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 launcher = 'pytorch' work_dir = 'repvgg/A0' 2022/11/27 01:54:01 - mmengine - INFO - Result has been saved to /mm_model/yuzhaohui/mmlab/repvgg/repvgg/A0/modules_statistic_results.json 2022/11/27 01:54:01 - 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 (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 -------------------- 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.weight:weight_decay=0.0001 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_1x1.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_1x1.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - 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mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_norm.weight:weight_decay=0.0001 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_1x1.norm.weight:lr=0.1 2022/11/27 01:54:08 - 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mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_3x3.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_3x3.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_1x1.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_1x1.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_1x1.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_1x1.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_1x1.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_1x1.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_norm.weight:weight_decay=0.0001 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_3x3.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - 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mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_norm.weight:weight_decay=0.0001 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_norm.weight:weight_decay=0.0001 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_norm.weight:weight_decay=0.0001 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_norm.weight:weight_decay=0.0001 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:weight_decay=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:decay_mult=0.0 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- head.fc.bias:lr=0.1 2022/11/27 01:54:08 - mmengine - INFO - paramwise_options -- head.fc.bias:weight_decay=0.0 Name of parameter - Initialization information backbone.stem.branch_3x3.conv.weight - torch.Size([48, 3, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stem.branch_3x3.norm.weight - torch.Size([48]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stem.branch_3x3.norm.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stem.branch_1x1.conv.weight - torch.Size([48, 3, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stem.branch_1x1.norm.weight - torch.Size([48]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stem.branch_1x1.norm.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_3x3.conv.weight - torch.Size([48, 48, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.0.branch_3x3.norm.weight - torch.Size([48]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_3x3.norm.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_1x1.conv.weight - torch.Size([48, 48, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.0.branch_1x1.norm.weight - torch.Size([48]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_1x1.norm.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_norm.weight - torch.Size([48]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_norm.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_3x3.conv.weight - torch.Size([48, 48, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.1.branch_3x3.norm.weight - torch.Size([48]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_3x3.norm.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_1x1.conv.weight - torch.Size([48, 48, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.1.branch_1x1.norm.weight - torch.Size([48]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_1x1.norm.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_3x3.conv.weight - torch.Size([96, 48, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.0.branch_3x3.norm.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_3x3.norm.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_1x1.conv.weight - torch.Size([96, 48, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.0.branch_1x1.norm.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_1x1.norm.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_norm.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_norm.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_3x3.conv.weight - torch.Size([96, 96, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.1.branch_3x3.norm.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_3x3.norm.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_1x1.conv.weight - torch.Size([96, 96, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.1.branch_1x1.norm.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_1x1.norm.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_norm.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_norm.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_3x3.conv.weight - torch.Size([96, 96, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.2.branch_3x3.norm.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_3x3.norm.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_1x1.conv.weight - torch.Size([96, 96, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.2.branch_1x1.norm.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_1x1.norm.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_norm.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_norm.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_3x3.conv.weight - torch.Size([96, 96, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.3.branch_3x3.norm.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_3x3.norm.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_1x1.conv.weight - torch.Size([96, 96, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.3.branch_1x1.norm.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_1x1.norm.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_3x3.conv.weight - torch.Size([192, 96, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.0.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_1x1.conv.weight - torch.Size([192, 96, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.0.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_3x3.conv.weight - torch.Size([192, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.1.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_1x1.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.1.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_3x3.conv.weight - torch.Size([192, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.2.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_1x1.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.2.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_3x3.conv.weight - torch.Size([192, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.3.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_1x1.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.3.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_3x3.conv.weight - torch.Size([192, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.4.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_1x1.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.4.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_3x3.conv.weight - torch.Size([192, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.5.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_1x1.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.5.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_3x3.conv.weight - torch.Size([192, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.6.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_1x1.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.6.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_3x3.conv.weight - torch.Size([192, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.7.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_1x1.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.7.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_3x3.conv.weight - torch.Size([192, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.8.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_1x1.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.8.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_3x3.conv.weight - torch.Size([192, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.9.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_1x1.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.9.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_3x3.conv.weight - torch.Size([192, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.10.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_1x1.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.10.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_3x3.conv.weight - torch.Size([192, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.11.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_1x1.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.11.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_3x3.conv.weight - torch.Size([192, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.12.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_1x1.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.12.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_3x3.conv.weight - torch.Size([192, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.13.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_1x1.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.13.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_3x3.conv.weight - torch.Size([1280, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_4.0.branch_3x3.norm.weight - torch.Size([1280]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_3x3.norm.bias - torch.Size([1280]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_1x1.conv.weight - torch.Size([1280, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_4.0.branch_1x1.norm.weight - torch.Size([1280]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_1x1.norm.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 2022/11/27 01:54:08 - mmengine - INFO - Checkpoints will be saved to /mm_model/yuzhaohui/mmlab/repvgg/repvgg/A0. 2022/11/27 01:54:14 - mmengine - INFO - Epoch(train) [1][ 100/5005] lr: 1.0000e-01 eta: 8:57:51 time: 0.0397 data_time: 0.0010 memory: 947 loss: 6.8858 2022/11/27 01:54:18 - mmengine - INFO - Epoch(train) [1][ 200/5005] lr: 1.0000e-01 eta: 8:10:17 time: 0.0433 data_time: 0.0007 memory: 947 loss: 6.8223 2022/11/27 01:54:23 - mmengine - INFO - Epoch(train) [1][ 300/5005] lr: 1.0000e-01 eta: 8:10:24 time: 0.0519 data_time: 0.0007 memory: 947 loss: 6.6459 2022/11/27 01:54:27 - mmengine - INFO - Epoch(train) [1][ 400/5005] lr: 1.0000e-01 eta: 8:00:30 time: 0.0443 data_time: 0.0008 memory: 947 loss: 6.5148 2022/11/27 01:54:33 - mmengine - INFO - Epoch(train) [1][ 500/5005] lr: 1.0000e-01 eta: 8:12:48 time: 0.0613 data_time: 0.0007 memory: 947 loss: 6.5133 2022/11/27 01:54:37 - mmengine - INFO - Epoch(train) [1][ 600/5005] lr: 1.0000e-01 eta: 8:06:20 time: 0.0424 data_time: 0.0008 memory: 947 loss: 6.3265 2022/11/27 01:54:42 - mmengine - INFO - Epoch(train) [1][ 700/5005] lr: 1.0000e-01 eta: 8:07:25 time: 0.0552 data_time: 0.0007 memory: 947 loss: 6.2072 2022/11/27 01:54:48 - mmengine - INFO - Epoch(train) [1][ 800/5005] lr: 1.0000e-01 eta: 8:14:14 time: 0.0551 data_time: 0.0007 memory: 947 loss: 6.1484 2022/11/27 01:54:53 - mmengine - INFO - Epoch(train) [1][ 900/5005] lr: 9.9999e-02 eta: 8:15:01 time: 0.0556 data_time: 0.0008 memory: 947 loss: 6.0901 2022/11/27 01:54:58 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 01:54:58 - mmengine - INFO - Epoch(train) [1][1000/5005] lr: 9.9999e-02 eta: 8:13:44 time: 0.0422 data_time: 0.0008 memory: 947 loss: 5.9471 2022/11/27 01:55:03 - mmengine - INFO - Epoch(train) [1][1100/5005] lr: 9.9999e-02 eta: 8:13:11 time: 0.0414 data_time: 0.0007 memory: 947 loss: 5.7839 2022/11/27 01:55:07 - mmengine - INFO - Epoch(train) [1][1200/5005] lr: 9.9999e-02 eta: 8:10:51 time: 0.0377 data_time: 0.0006 memory: 947 loss: 5.7243 2022/11/27 01:55:12 - mmengine - INFO - Epoch(train) [1][1300/5005] lr: 9.9999e-02 eta: 8:06:19 time: 0.0406 data_time: 0.0007 memory: 947 loss: 5.7887 2022/11/27 01:55:16 - mmengine - INFO - Epoch(train) [1][1400/5005] lr: 9.9999e-02 eta: 8:03:55 time: 0.0616 data_time: 0.0007 memory: 947 loss: 5.6844 2022/11/27 01:55:20 - mmengine - INFO - Epoch(train) [1][1500/5005] lr: 9.9998e-02 eta: 8:00:20 time: 0.0403 data_time: 0.0008 memory: 947 loss: 5.5636 2022/11/27 01:55:25 - mmengine - INFO - Epoch(train) [1][1600/5005] lr: 9.9998e-02 eta: 7:58:37 time: 0.0425 data_time: 0.0008 memory: 947 loss: 5.6824 2022/11/27 01:55:29 - mmengine - INFO - Epoch(train) [1][1700/5005] lr: 9.9998e-02 eta: 7:56:54 time: 0.0473 data_time: 0.0006 memory: 947 loss: 5.4922 2022/11/27 01:55:34 - mmengine - INFO - Epoch(train) [1][1800/5005] lr: 9.9998e-02 eta: 7:53:59 time: 0.0383 data_time: 0.0006 memory: 947 loss: 5.2072 2022/11/27 01:55:39 - mmengine - INFO - Epoch(train) [1][1900/5005] lr: 9.9998e-02 eta: 7:55:58 time: 0.0633 data_time: 0.0156 memory: 947 loss: 5.2042 2022/11/27 01:55:43 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 01:55:43 - mmengine - INFO - Epoch(train) [1][2000/5005] lr: 9.9997e-02 eta: 7:54:02 time: 0.0395 data_time: 0.0006 memory: 947 loss: 5.2859 2022/11/27 01:55:48 - mmengine - INFO - Epoch(train) [1][2100/5005] lr: 9.9997e-02 eta: 7:52:27 time: 0.0443 data_time: 0.0009 memory: 947 loss: 5.3674 2022/11/27 01:55:52 - mmengine - INFO - Epoch(train) [1][2200/5005] lr: 9.9997e-02 eta: 7:51:26 time: 0.0449 data_time: 0.0008 memory: 947 loss: 5.1393 2022/11/27 01:55:57 - mmengine - INFO - Epoch(train) [1][2300/5005] lr: 9.9996e-02 eta: 7:50:19 time: 0.0442 data_time: 0.0008 memory: 947 loss: 5.1895 2022/11/27 01:56:01 - mmengine - INFO - Epoch(train) [1][2400/5005] lr: 9.9996e-02 eta: 7:49:53 time: 0.0397 data_time: 0.0007 memory: 947 loss: 5.1525 2022/11/27 01:56:06 - mmengine - INFO - Epoch(train) [1][2500/5005] lr: 9.9996e-02 eta: 7:50:09 time: 0.0553 data_time: 0.0007 memory: 947 loss: 5.0983 2022/11/27 01:56:11 - mmengine - INFO - Epoch(train) [1][2600/5005] lr: 9.9995e-02 eta: 7:49:36 time: 0.0411 data_time: 0.0008 memory: 947 loss: 5.0412 2022/11/27 01:56:15 - mmengine - INFO - Epoch(train) [1][2700/5005] lr: 9.9995e-02 eta: 7:49:07 time: 0.0417 data_time: 0.0008 memory: 947 loss: 4.9744 2022/11/27 01:56:20 - mmengine - INFO - Epoch(train) [1][2800/5005] lr: 9.9995e-02 eta: 7:49:06 time: 0.0434 data_time: 0.0008 memory: 947 loss: 5.0115 2022/11/27 01:56:25 - mmengine - INFO - Epoch(train) [1][2900/5005] lr: 9.9994e-02 eta: 7:48:51 time: 0.0446 data_time: 0.0010 memory: 947 loss: 4.9168 2022/11/27 01:56:29 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 01:56:29 - mmengine - INFO - Epoch(train) [1][3000/5005] lr: 9.9994e-02 eta: 7:48:49 time: 0.0515 data_time: 0.0151 memory: 947 loss: 4.9537 2022/11/27 01:56:34 - mmengine - INFO - Epoch(train) [1][3100/5005] lr: 9.9993e-02 eta: 7:48:32 time: 0.0366 data_time: 0.0007 memory: 947 loss: 4.8247 2022/11/27 01:56:39 - mmengine - INFO - Epoch(train) [1][3200/5005] lr: 9.9993e-02 eta: 7:47:43 time: 0.0393 data_time: 0.0007 memory: 947 loss: 4.7931 2022/11/27 01:56:43 - mmengine - INFO - Epoch(train) [1][3300/5005] lr: 9.9993e-02 eta: 7:47:19 time: 0.0455 data_time: 0.0046 memory: 947 loss: 4.8830 2022/11/27 01:56:48 - mmengine - INFO - Epoch(train) [1][3400/5005] lr: 9.9992e-02 eta: 7:47:01 time: 0.0391 data_time: 0.0008 memory: 947 loss: 4.6806 2022/11/27 01:56:53 - mmengine - INFO - Epoch(train) [1][3500/5005] lr: 9.9992e-02 eta: 7:47:17 time: 0.0466 data_time: 0.0008 memory: 947 loss: 4.8195 2022/11/27 01:56:57 - mmengine - INFO - Epoch(train) [1][3600/5005] lr: 9.9991e-02 eta: 7:47:21 time: 0.0423 data_time: 0.0065 memory: 947 loss: 4.7483 2022/11/27 01:57:02 - mmengine - INFO - Epoch(train) [1][3700/5005] lr: 9.9991e-02 eta: 7:46:09 time: 0.0428 data_time: 0.0007 memory: 947 loss: 4.5855 2022/11/27 01:57:06 - mmengine - INFO - Epoch(train) [1][3800/5005] lr: 9.9990e-02 eta: 7:46:16 time: 0.0386 data_time: 0.0008 memory: 947 loss: 4.6498 2022/11/27 01:57:11 - mmengine - INFO - Epoch(train) [1][3900/5005] lr: 9.9990e-02 eta: 7:45:45 time: 0.0412 data_time: 0.0007 memory: 947 loss: 4.6861 2022/11/27 01:57:16 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 01:57:16 - mmengine - INFO - Epoch(train) [1][4000/5005] lr: 9.9989e-02 eta: 7:45:33 time: 0.0495 data_time: 0.0008 memory: 947 loss: 4.6940 2022/11/27 01:57:20 - mmengine - INFO - Epoch(train) [1][4100/5005] lr: 9.9989e-02 eta: 7:45:43 time: 0.0445 data_time: 0.0008 memory: 947 loss: 4.4563 2022/11/27 01:57:25 - mmengine - INFO - Epoch(train) [1][4200/5005] lr: 9.9988e-02 eta: 7:45:53 time: 0.0444 data_time: 0.0010 memory: 947 loss: 4.5631 2022/11/27 01:57:30 - mmengine - INFO - Epoch(train) [1][4300/5005] lr: 9.9987e-02 eta: 7:45:54 time: 0.0418 data_time: 0.0008 memory: 947 loss: 4.7288 2022/11/27 01:57:34 - mmengine - INFO - Epoch(train) [1][4400/5005] lr: 9.9987e-02 eta: 7:45:34 time: 0.0408 data_time: 0.0024 memory: 947 loss: 4.4498 2022/11/27 01:57:39 - mmengine - INFO - Epoch(train) [1][4500/5005] lr: 9.9986e-02 eta: 7:45:27 time: 0.0452 data_time: 0.0008 memory: 947 loss: 4.7168 2022/11/27 01:57:44 - mmengine - INFO - Epoch(train) [1][4600/5005] lr: 9.9986e-02 eta: 7:44:58 time: 0.0427 data_time: 0.0010 memory: 947 loss: 4.4209 2022/11/27 01:57:48 - mmengine - INFO - Epoch(train) [1][4700/5005] lr: 9.9985e-02 eta: 7:44:18 time: 0.0447 data_time: 0.0011 memory: 947 loss: 4.5524 2022/11/27 01:57:53 - mmengine - INFO - Epoch(train) [1][4800/5005] lr: 9.9984e-02 eta: 7:44:24 time: 0.0408 data_time: 0.0008 memory: 947 loss: 4.4767 2022/11/27 01:57:57 - mmengine - INFO - Epoch(train) [1][4900/5005] lr: 9.9984e-02 eta: 7:44:04 time: 0.0464 data_time: 0.0010 memory: 947 loss: 4.5264 2022/11/27 01:58:02 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 01:58:02 - mmengine - INFO - Epoch(train) [1][5000/5005] lr: 9.9983e-02 eta: 7:43:47 time: 0.0583 data_time: 0.0246 memory: 947 loss: 4.4939 2022/11/27 01:58:02 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 01:58:02 - mmengine - INFO - Saving checkpoint at 1 epochs 2022/11/27 01:58:07 - mmengine - INFO - Epoch(val) [1][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0256 memory: 947 2022/11/27 01:58:20 - mmengine - INFO - Epoch(val) [1][196/196] accuracy/top1: 16.6280 accuracy/top5: 37.1020 2022/11/27 01:58:25 - mmengine - INFO - Epoch(train) [2][ 100/5005] lr: 9.9982e-02 eta: 7:43:42 time: 0.0457 data_time: 0.0080 memory: 947 loss: 4.1639 2022/11/27 01:58:29 - mmengine - INFO - Epoch(train) [2][ 200/5005] lr: 9.9981e-02 eta: 7:43:42 time: 0.0449 data_time: 0.0010 memory: 947 loss: 4.4373 2022/11/27 01:58:34 - mmengine - INFO - Epoch(train) [2][ 300/5005] lr: 9.9981e-02 eta: 7:43:26 time: 0.0449 data_time: 0.0008 memory: 947 loss: 4.4847 2022/11/27 01:58:39 - mmengine - INFO - Epoch(train) [2][ 400/5005] lr: 9.9980e-02 eta: 7:43:24 time: 0.0419 data_time: 0.0055 memory: 947 loss: 4.1373 2022/11/27 01:58:43 - mmengine - INFO - Epoch(train) [2][ 500/5005] lr: 9.9979e-02 eta: 7:42:59 time: 0.0381 data_time: 0.0013 memory: 947 loss: 4.3436 2022/11/27 01:58:47 - mmengine - INFO - Epoch(train) [2][ 600/5005] lr: 9.9979e-02 eta: 7:42:09 time: 0.0424 data_time: 0.0008 memory: 947 loss: 4.1341 2022/11/27 01:58:52 - mmengine - INFO - Epoch(train) [2][ 700/5005] lr: 9.9978e-02 eta: 7:41:44 time: 0.0442 data_time: 0.0008 memory: 947 loss: 4.2600 2022/11/27 01:58:57 - mmengine - INFO - Epoch(train) [2][ 800/5005] lr: 9.9977e-02 eta: 7:41:33 time: 0.0520 data_time: 0.0007 memory: 947 loss: 4.2861 2022/11/27 01:59:01 - mmengine - INFO - Epoch(train) [2][ 900/5005] lr: 9.9976e-02 eta: 7:41:18 time: 0.0457 data_time: 0.0008 memory: 947 loss: 4.2139 2022/11/27 01:59:06 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 01:59:06 - mmengine - INFO - Epoch(train) [2][1000/5005] lr: 9.9975e-02 eta: 7:41:40 time: 0.0521 data_time: 0.0007 memory: 947 loss: 4.1018 2022/11/27 01:59:10 - mmengine - INFO - Epoch(train) [2][1100/5005] lr: 9.9975e-02 eta: 7:41:00 time: 0.0489 data_time: 0.0007 memory: 947 loss: 4.0844 2022/11/27 01:59:15 - mmengine - INFO - Epoch(train) [2][1200/5005] lr: 9.9974e-02 eta: 7:40:34 time: 0.0402 data_time: 0.0007 memory: 947 loss: 4.0934 2022/11/27 01:59:19 - mmengine - INFO - Epoch(train) [2][1300/5005] lr: 9.9973e-02 eta: 7:40:39 time: 0.0497 data_time: 0.0007 memory: 947 loss: 4.0317 2022/11/27 01:59:24 - mmengine - INFO - Epoch(train) [2][1400/5005] lr: 9.9972e-02 eta: 7:40:24 time: 0.0457 data_time: 0.0007 memory: 947 loss: 4.2201 2022/11/27 01:59:28 - mmengine - INFO - Epoch(train) [2][1500/5005] lr: 9.9971e-02 eta: 7:39:57 time: 0.0434 data_time: 0.0009 memory: 947 loss: 4.1802 2022/11/27 01:59:33 - mmengine - INFO - Epoch(train) [2][1600/5005] lr: 9.9970e-02 eta: 7:39:37 time: 0.0404 data_time: 0.0010 memory: 947 loss: 4.1229 2022/11/27 01:59:37 - mmengine - INFO - Epoch(train) [2][1700/5005] lr: 9.9969e-02 eta: 7:39:24 time: 0.0459 data_time: 0.0009 memory: 947 loss: 3.9163 2022/11/27 01:59:42 - mmengine - INFO - Epoch(train) [2][1800/5005] lr: 9.9968e-02 eta: 7:39:21 time: 0.0500 data_time: 0.0008 memory: 947 loss: 3.8939 2022/11/27 01:59:47 - mmengine - INFO - Epoch(train) [2][1900/5005] lr: 9.9967e-02 eta: 7:39:12 time: 0.0479 data_time: 0.0008 memory: 947 loss: 4.0442 2022/11/27 01:59:51 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 01:59:52 - mmengine - INFO - Epoch(train) [2][2000/5005] lr: 9.9966e-02 eta: 7:39:20 time: 0.0458 data_time: 0.0056 memory: 947 loss: 3.9480 2022/11/27 01:59:56 - mmengine - INFO - Epoch(train) [2][2100/5005] lr: 9.9965e-02 eta: 7:38:58 time: 0.0442 data_time: 0.0036 memory: 947 loss: 4.0678 2022/11/27 02:00:00 - mmengine - INFO - Epoch(train) [2][2200/5005] lr: 9.9965e-02 eta: 7:38:38 time: 0.0463 data_time: 0.0007 memory: 947 loss: 4.2051 2022/11/27 02:00:05 - mmengine - INFO - Epoch(train) [2][2300/5005] lr: 9.9964e-02 eta: 7:38:03 time: 0.0386 data_time: 0.0008 memory: 947 loss: 3.8978 2022/11/27 02:00:09 - mmengine - INFO - Epoch(train) [2][2400/5005] lr: 9.9963e-02 eta: 7:37:57 time: 0.0439 data_time: 0.0085 memory: 947 loss: 3.8921 2022/11/27 02:00:14 - mmengine - INFO - Epoch(train) [2][2500/5005] lr: 9.9961e-02 eta: 7:37:53 time: 0.0406 data_time: 0.0008 memory: 947 loss: 4.0610 2022/11/27 02:00:18 - mmengine - INFO - Epoch(train) [2][2600/5005] lr: 9.9960e-02 eta: 7:37:40 time: 0.0435 data_time: 0.0007 memory: 947 loss: 3.8824 2022/11/27 02:00:23 - mmengine - INFO - Epoch(train) [2][2700/5005] lr: 9.9959e-02 eta: 7:37:45 time: 0.0463 data_time: 0.0009 memory: 947 loss: 3.8081 2022/11/27 02:00:28 - mmengine - INFO - Epoch(train) [2][2800/5005] lr: 9.9958e-02 eta: 7:37:27 time: 0.0405 data_time: 0.0007 memory: 947 loss: 3.8373 2022/11/27 02:00:32 - mmengine - INFO - Epoch(train) [2][2900/5005] lr: 9.9957e-02 eta: 7:37:10 time: 0.0406 data_time: 0.0008 memory: 947 loss: 3.8806 2022/11/27 02:00:37 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:00:37 - mmengine - INFO - Epoch(train) [2][3000/5005] lr: 9.9956e-02 eta: 7:37:05 time: 0.0390 data_time: 0.0008 memory: 947 loss: 3.9313 2022/11/27 02:00:41 - mmengine - INFO - Epoch(train) [2][3100/5005] lr: 9.9955e-02 eta: 7:36:44 time: 0.0443 data_time: 0.0008 memory: 947 loss: 3.6887 2022/11/27 02:00:46 - mmengine - INFO - Epoch(train) [2][3200/5005] lr: 9.9954e-02 eta: 7:36:40 time: 0.0436 data_time: 0.0008 memory: 947 loss: 3.9614 2022/11/27 02:00:50 - mmengine - INFO - Epoch(train) [2][3300/5005] lr: 9.9953e-02 eta: 7:36:20 time: 0.0440 data_time: 0.0008 memory: 947 loss: 3.8582 2022/11/27 02:00:55 - mmengine - INFO - Epoch(train) [2][3400/5005] lr: 9.9952e-02 eta: 7:36:19 time: 0.0411 data_time: 0.0010 memory: 947 loss: 3.9847 2022/11/27 02:01:00 - mmengine - INFO - Epoch(train) [2][3500/5005] lr: 9.9951e-02 eta: 7:36:26 time: 0.0705 data_time: 0.0007 memory: 947 loss: 3.8993 2022/11/27 02:01:04 - mmengine - INFO - Epoch(train) [2][3600/5005] lr: 9.9949e-02 eta: 7:36:11 time: 0.0431 data_time: 0.0008 memory: 947 loss: 3.6469 2022/11/27 02:01:09 - mmengine - INFO - Epoch(train) [2][3700/5005] lr: 9.9948e-02 eta: 7:36:11 time: 0.0474 data_time: 0.0008 memory: 947 loss: 3.9828 2022/11/27 02:01:13 - mmengine - INFO - Epoch(train) [2][3800/5005] lr: 9.9947e-02 eta: 7:35:58 time: 0.0432 data_time: 0.0008 memory: 947 loss: 3.8943 2022/11/27 02:01:18 - mmengine - INFO - Epoch(train) [2][3900/5005] lr: 9.9946e-02 eta: 7:35:52 time: 0.0580 data_time: 0.0007 memory: 947 loss: 3.6631 2022/11/27 02:01:23 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:01:23 - mmengine - INFO - Epoch(train) [2][4000/5005] lr: 9.9945e-02 eta: 7:35:55 time: 0.0410 data_time: 0.0008 memory: 947 loss: 3.8517 2022/11/27 02:01:28 - mmengine - INFO - Epoch(train) [2][4100/5005] lr: 9.9943e-02 eta: 7:36:01 time: 0.0413 data_time: 0.0007 memory: 947 loss: 3.7075 2022/11/27 02:01:32 - mmengine - INFO - Epoch(train) [2][4200/5005] lr: 9.9942e-02 eta: 7:35:44 time: 0.0400 data_time: 0.0007 memory: 947 loss: 3.7999 2022/11/27 02:01:36 - mmengine - INFO - Epoch(train) [2][4300/5005] lr: 9.9941e-02 eta: 7:35:29 time: 0.0442 data_time: 0.0008 memory: 947 loss: 3.7076 2022/11/27 02:01:41 - mmengine - INFO - Epoch(train) [2][4400/5005] lr: 9.9940e-02 eta: 7:35:04 time: 0.0482 data_time: 0.0008 memory: 947 loss: 3.6127 2022/11/27 02:01:45 - mmengine - INFO - Epoch(train) [2][4500/5005] lr: 9.9938e-02 eta: 7:34:58 time: 0.0493 data_time: 0.0008 memory: 947 loss: 3.5749 2022/11/27 02:01:50 - mmengine - INFO - Epoch(train) [2][4600/5005] lr: 9.9937e-02 eta: 7:34:52 time: 0.0428 data_time: 0.0010 memory: 947 loss: 3.6960 2022/11/27 02:01:54 - mmengine - INFO - Epoch(train) [2][4700/5005] lr: 9.9936e-02 eta: 7:34:42 time: 0.0394 data_time: 0.0008 memory: 947 loss: 3.7614 2022/11/27 02:01:59 - mmengine - INFO - Epoch(train) [2][4800/5005] lr: 9.9934e-02 eta: 7:34:32 time: 0.0411 data_time: 0.0008 memory: 947 loss: 3.6445 2022/11/27 02:02:04 - mmengine - INFO - Epoch(train) [2][4900/5005] lr: 9.9933e-02 eta: 7:34:27 time: 0.0418 data_time: 0.0008 memory: 947 loss: 3.6338 2022/11/27 02:02:08 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:02:08 - mmengine - INFO - Epoch(train) [2][5000/5005] lr: 9.9932e-02 eta: 7:34:09 time: 0.0389 data_time: 0.0013 memory: 947 loss: 3.6410 2022/11/27 02:02:08 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:02:08 - mmengine - INFO - Saving checkpoint at 2 epochs 2022/11/27 02:02:13 - mmengine - INFO - Epoch(val) [2][100/196] eta: 0:00:03 time: 0.0368 data_time: 0.0263 memory: 947 2022/11/27 02:02:26 - mmengine - INFO - Epoch(val) [2][196/196] accuracy/top1: 25.5860 accuracy/top5: 50.0780 2022/11/27 02:02:30 - mmengine - INFO - Epoch(train) [3][ 100/5005] lr: 9.9930e-02 eta: 7:34:15 time: 0.0398 data_time: 0.0009 memory: 947 loss: 3.7227 2022/11/27 02:02:35 - mmengine - INFO - Epoch(train) [3][ 200/5005] lr: 9.9929e-02 eta: 7:33:52 time: 0.0481 data_time: 0.0007 memory: 947 loss: 3.6418 2022/11/27 02:02:39 - mmengine - INFO - Epoch(train) [3][ 300/5005] lr: 9.9927e-02 eta: 7:33:43 time: 0.0497 data_time: 0.0048 memory: 947 loss: 3.6792 2022/11/27 02:02:44 - mmengine - INFO - Epoch(train) [3][ 400/5005] lr: 9.9926e-02 eta: 7:33:23 time: 0.0513 data_time: 0.0087 memory: 947 loss: 3.6205 2022/11/27 02:02:48 - mmengine - INFO - Epoch(train) [3][ 500/5005] lr: 9.9924e-02 eta: 7:33:06 time: 0.0445 data_time: 0.0008 memory: 947 loss: 3.6713 2022/11/27 02:02:53 - mmengine - INFO - Epoch(train) [3][ 600/5005] lr: 9.9923e-02 eta: 7:33:05 time: 0.0501 data_time: 0.0025 memory: 947 loss: 3.7869 2022/11/27 02:02:57 - mmengine - INFO - Epoch(train) [3][ 700/5005] lr: 9.9922e-02 eta: 7:33:06 time: 0.0470 data_time: 0.0011 memory: 947 loss: 3.2452 2022/11/27 02:03:02 - mmengine - INFO - Epoch(train) [3][ 800/5005] lr: 9.9920e-02 eta: 7:33:05 time: 0.0572 data_time: 0.0135 memory: 947 loss: 3.5593 2022/11/27 02:03:06 - mmengine - INFO - Epoch(train) [3][ 900/5005] lr: 9.9919e-02 eta: 7:32:45 time: 0.0425 data_time: 0.0009 memory: 947 loss: 3.7019 2022/11/27 02:03:11 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:03:11 - mmengine - INFO - Epoch(train) [3][1000/5005] lr: 9.9917e-02 eta: 7:32:46 time: 0.0403 data_time: 0.0009 memory: 947 loss: 3.5649 2022/11/27 02:03:17 - mmengine - INFO - Epoch(train) [3][1100/5005] lr: 9.9916e-02 eta: 7:33:20 time: 0.0401 data_time: 0.0007 memory: 947 loss: 3.5794 2022/11/27 02:03:21 - mmengine - INFO - Epoch(train) [3][1200/5005] lr: 9.9914e-02 eta: 7:33:20 time: 0.0422 data_time: 0.0008 memory: 947 loss: 3.4705 2022/11/27 02:03:26 - mmengine - INFO - Epoch(train) [3][1300/5005] lr: 9.9913e-02 eta: 7:33:21 time: 0.0511 data_time: 0.0008 memory: 947 loss: 3.5749 2022/11/27 02:03:31 - mmengine - INFO - Epoch(train) [3][1400/5005] lr: 9.9911e-02 eta: 7:33:32 time: 0.0443 data_time: 0.0009 memory: 947 loss: 3.3993 2022/11/27 02:03:36 - mmengine - INFO - Epoch(train) [3][1500/5005] lr: 9.9909e-02 eta: 7:33:31 time: 0.0446 data_time: 0.0010 memory: 947 loss: 3.7205 2022/11/27 02:03:40 - mmengine - INFO - Epoch(train) [3][1600/5005] lr: 9.9908e-02 eta: 7:33:30 time: 0.0413 data_time: 0.0008 memory: 947 loss: 3.4222 2022/11/27 02:03:45 - mmengine - INFO - Epoch(train) [3][1700/5005] lr: 9.9906e-02 eta: 7:33:43 time: 0.0406 data_time: 0.0010 memory: 947 loss: 3.5635 2022/11/27 02:03:50 - mmengine - INFO - Epoch(train) [3][1800/5005] lr: 9.9905e-02 eta: 7:33:56 time: 0.0426 data_time: 0.0009 memory: 947 loss: 3.3401 2022/11/27 02:03:56 - mmengine - INFO - Epoch(train) [3][1900/5005] lr: 9.9903e-02 eta: 7:34:31 time: 0.0960 data_time: 0.0543 memory: 947 loss: 3.4889 2022/11/27 02:04:00 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:04:00 - mmengine - INFO - Epoch(train) [3][2000/5005] lr: 9.9901e-02 eta: 7:34:26 time: 0.0570 data_time: 0.0008 memory: 947 loss: 3.8093 2022/11/27 02:04:05 - mmengine - INFO - Epoch(train) [3][2100/5005] lr: 9.9900e-02 eta: 7:34:19 time: 0.0450 data_time: 0.0076 memory: 947 loss: 3.4171 2022/11/27 02:04:10 - mmengine - INFO - Epoch(train) [3][2200/5005] lr: 9.9898e-02 eta: 7:34:21 time: 0.0416 data_time: 0.0009 memory: 947 loss: 3.2635 2022/11/27 02:04:14 - mmengine - INFO - Epoch(train) [3][2300/5005] lr: 9.9896e-02 eta: 7:34:10 time: 0.0434 data_time: 0.0011 memory: 947 loss: 3.3956 2022/11/27 02:04:19 - mmengine - INFO - Epoch(train) [3][2400/5005] lr: 9.9895e-02 eta: 7:34:12 time: 0.0581 data_time: 0.0007 memory: 947 loss: 3.4913 2022/11/27 02:04:24 - mmengine - INFO - Epoch(train) [3][2500/5005] lr: 9.9893e-02 eta: 7:34:14 time: 0.0508 data_time: 0.0007 memory: 947 loss: 3.4593 2022/11/27 02:04:28 - mmengine - INFO - Epoch(train) [3][2600/5005] lr: 9.9891e-02 eta: 7:34:10 time: 0.0433 data_time: 0.0008 memory: 947 loss: 3.3696 2022/11/27 02:04:33 - mmengine - INFO - Epoch(train) [3][2700/5005] lr: 9.9890e-02 eta: 7:34:10 time: 0.0450 data_time: 0.0009 memory: 947 loss: 3.6342 2022/11/27 02:04:38 - mmengine - INFO - Epoch(train) [3][2800/5005] lr: 9.9888e-02 eta: 7:34:05 time: 0.0480 data_time: 0.0009 memory: 947 loss: 3.4681 2022/11/27 02:04:42 - mmengine - INFO - Epoch(train) [3][2900/5005] lr: 9.9886e-02 eta: 7:34:00 time: 0.0419 data_time: 0.0008 memory: 947 loss: 3.4770 2022/11/27 02:04:46 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:04:47 - mmengine - INFO - Epoch(train) [3][3000/5005] lr: 9.9884e-02 eta: 7:33:53 time: 0.0549 data_time: 0.0009 memory: 947 loss: 3.5430 2022/11/27 02:04:52 - mmengine - INFO - Epoch(train) [3][3100/5005] lr: 9.9882e-02 eta: 7:33:46 time: 0.0367 data_time: 0.0008 memory: 947 loss: 3.3920 2022/11/27 02:04:56 - mmengine - INFO - Epoch(train) [3][3200/5005] lr: 9.9881e-02 eta: 7:33:45 time: 0.0436 data_time: 0.0010 memory: 947 loss: 3.5142 2022/11/27 02:05:01 - mmengine - INFO - Epoch(train) [3][3300/5005] lr: 9.9879e-02 eta: 7:33:50 time: 0.0476 data_time: 0.0008 memory: 947 loss: 3.5303 2022/11/27 02:05:06 - mmengine - INFO - Epoch(train) [3][3400/5005] lr: 9.9877e-02 eta: 7:33:39 time: 0.0435 data_time: 0.0024 memory: 947 loss: 3.5283 2022/11/27 02:05:11 - mmengine - INFO - Epoch(train) [3][3500/5005] lr: 9.9875e-02 eta: 7:33:43 time: 0.0581 data_time: 0.0008 memory: 947 loss: 3.4061 2022/11/27 02:05:15 - mmengine - INFO - Epoch(train) [3][3600/5005] lr: 9.9873e-02 eta: 7:33:39 time: 0.0478 data_time: 0.0010 memory: 947 loss: 3.1654 2022/11/27 02:05:20 - mmengine - INFO - Epoch(train) [3][3700/5005] lr: 9.9872e-02 eta: 7:33:45 time: 0.0566 data_time: 0.0009 memory: 947 loss: 3.4524 2022/11/27 02:05:25 - mmengine - INFO - Epoch(train) [3][3800/5005] lr: 9.9870e-02 eta: 7:33:55 time: 0.0437 data_time: 0.0011 memory: 947 loss: 3.7264 2022/11/27 02:05:30 - mmengine - INFO - Epoch(train) [3][3900/5005] lr: 9.9868e-02 eta: 7:34:14 time: 0.0530 data_time: 0.0008 memory: 947 loss: 3.3744 2022/11/27 02:05:35 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:05:35 - mmengine - INFO - Epoch(train) [3][4000/5005] lr: 9.9866e-02 eta: 7:34:19 time: 0.0445 data_time: 0.0009 memory: 947 loss: 3.5562 2022/11/27 02:05:40 - mmengine - INFO - Epoch(train) [3][4100/5005] lr: 9.9864e-02 eta: 7:34:35 time: 0.0496 data_time: 0.0009 memory: 947 loss: 3.5891 2022/11/27 02:05:45 - mmengine - INFO - Epoch(train) [3][4200/5005] lr: 9.9862e-02 eta: 7:34:31 time: 0.0571 data_time: 0.0189 memory: 947 loss: 3.6219 2022/11/27 02:05:50 - mmengine - INFO - Epoch(train) [3][4300/5005] lr: 9.9860e-02 eta: 7:34:45 time: 0.0420 data_time: 0.0009 memory: 947 loss: 3.4762 2022/11/27 02:05:55 - mmengine - INFO - Epoch(train) [3][4400/5005] lr: 9.9858e-02 eta: 7:34:52 time: 0.0700 data_time: 0.0007 memory: 947 loss: 3.5681 2022/11/27 02:06:00 - mmengine - INFO - Epoch(train) [3][4500/5005] lr: 9.9856e-02 eta: 7:34:50 time: 0.0446 data_time: 0.0010 memory: 947 loss: 3.4807 2022/11/27 02:06:04 - mmengine - INFO - Epoch(train) [3][4600/5005] lr: 9.9854e-02 eta: 7:34:41 time: 0.0403 data_time: 0.0009 memory: 947 loss: 3.4377 2022/11/27 02:06:09 - mmengine - INFO - Epoch(train) [3][4700/5005] lr: 9.9852e-02 eta: 7:34:29 time: 0.0544 data_time: 0.0133 memory: 947 loss: 3.2985 2022/11/27 02:06:14 - mmengine - INFO - Epoch(train) [3][4800/5005] lr: 9.9850e-02 eta: 7:34:41 time: 0.0477 data_time: 0.0009 memory: 947 loss: 3.2386 2022/11/27 02:06:19 - mmengine - INFO - Epoch(train) [3][4900/5005] lr: 9.9848e-02 eta: 7:34:52 time: 0.0645 data_time: 0.0106 memory: 947 loss: 3.4706 2022/11/27 02:06:23 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:06:24 - mmengine - INFO - Epoch(train) [3][5000/5005] lr: 9.9846e-02 eta: 7:34:58 time: 0.0488 data_time: 0.0120 memory: 947 loss: 3.3821 2022/11/27 02:06:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:06:24 - mmengine - INFO - Saving checkpoint at 3 epochs 2022/11/27 02:06:28 - mmengine - INFO - Epoch(val) [3][100/196] eta: 0:00:03 time: 0.0360 data_time: 0.0243 memory: 947 2022/11/27 02:06:42 - mmengine - INFO - Epoch(val) [3][196/196] accuracy/top1: 34.9120 accuracy/top5: 61.0960 2022/11/27 02:06:47 - mmengine - INFO - Epoch(train) [4][ 100/5005] lr: 9.9844e-02 eta: 7:35:13 time: 0.0559 data_time: 0.0153 memory: 947 loss: 3.1684 2022/11/27 02:06:52 - mmengine - INFO - Epoch(train) [4][ 200/5005] lr: 9.9842e-02 eta: 7:35:12 time: 0.0471 data_time: 0.0011 memory: 947 loss: 3.4436 2022/11/27 02:06:57 - mmengine - INFO - Epoch(train) [4][ 300/5005] lr: 9.9840e-02 eta: 7:35:18 time: 0.0536 data_time: 0.0008 memory: 947 loss: 3.1845 2022/11/27 02:07:01 - mmengine - INFO - Epoch(train) [4][ 400/5005] lr: 9.9838e-02 eta: 7:35:04 time: 0.0465 data_time: 0.0008 memory: 947 loss: 3.1766 2022/11/27 02:07:06 - mmengine - INFO - Epoch(train) [4][ 500/5005] lr: 9.9835e-02 eta: 7:34:54 time: 0.0495 data_time: 0.0008 memory: 947 loss: 3.1528 2022/11/27 02:07:10 - mmengine - INFO - Epoch(train) [4][ 600/5005] lr: 9.9833e-02 eta: 7:34:55 time: 0.0414 data_time: 0.0009 memory: 947 loss: 3.1787 2022/11/27 02:07:15 - mmengine - INFO - Epoch(train) [4][ 700/5005] lr: 9.9831e-02 eta: 7:34:45 time: 0.0422 data_time: 0.0008 memory: 947 loss: 3.1376 2022/11/27 02:07:20 - mmengine - INFO - Epoch(train) [4][ 800/5005] lr: 9.9829e-02 eta: 7:34:52 time: 0.0390 data_time: 0.0010 memory: 947 loss: 3.3655 2022/11/27 02:07:25 - mmengine - INFO - Epoch(train) [4][ 900/5005] lr: 9.9827e-02 eta: 7:34:46 time: 0.0424 data_time: 0.0009 memory: 947 loss: 3.3390 2022/11/27 02:07:28 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:07:29 - mmengine - INFO - Epoch(train) [4][1000/5005] lr: 9.9825e-02 eta: 7:34:38 time: 0.0499 data_time: 0.0008 memory: 947 loss: 3.2716 2022/11/27 02:07:34 - mmengine - INFO - Epoch(train) [4][1100/5005] lr: 9.9822e-02 eta: 7:34:46 time: 0.0451 data_time: 0.0010 memory: 947 loss: 3.2514 2022/11/27 02:07:39 - mmengine - INFO - Epoch(train) [4][1200/5005] lr: 9.9820e-02 eta: 7:34:48 time: 0.0421 data_time: 0.0008 memory: 947 loss: 3.0935 2022/11/27 02:07:44 - mmengine - INFO - Epoch(train) [4][1300/5005] lr: 9.9818e-02 eta: 7:34:37 time: 0.0479 data_time: 0.0009 memory: 947 loss: 3.2897 2022/11/27 02:07:48 - mmengine - INFO - Epoch(train) [4][1400/5005] lr: 9.9816e-02 eta: 7:34:30 time: 0.0451 data_time: 0.0076 memory: 947 loss: 3.3970 2022/11/27 02:07:53 - mmengine - INFO - Epoch(train) [4][1500/5005] lr: 9.9814e-02 eta: 7:34:29 time: 0.0437 data_time: 0.0008 memory: 947 loss: 3.4657 2022/11/27 02:07:58 - mmengine - INFO - Epoch(train) [4][1600/5005] lr: 9.9811e-02 eta: 7:34:36 time: 0.0478 data_time: 0.0136 memory: 947 loss: 3.3216 2022/11/27 02:08:03 - mmengine - INFO - Epoch(train) [4][1700/5005] lr: 9.9809e-02 eta: 7:34:30 time: 0.0483 data_time: 0.0008 memory: 947 loss: 2.9875 2022/11/27 02:08:07 - mmengine - INFO - Epoch(train) [4][1800/5005] lr: 9.9807e-02 eta: 7:34:29 time: 0.0468 data_time: 0.0008 memory: 947 loss: 3.2405 2022/11/27 02:08:12 - mmengine - INFO - Epoch(train) [4][1900/5005] lr: 9.9804e-02 eta: 7:34:23 time: 0.0386 data_time: 0.0008 memory: 947 loss: 3.2904 2022/11/27 02:08:16 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:08:17 - mmengine - INFO - Epoch(train) [4][2000/5005] lr: 9.9802e-02 eta: 7:34:19 time: 0.0475 data_time: 0.0080 memory: 947 loss: 3.1743 2022/11/27 02:08:22 - mmengine - INFO - Epoch(train) [4][2100/5005] lr: 9.9800e-02 eta: 7:34:21 time: 0.0471 data_time: 0.0017 memory: 947 loss: 3.0782 2022/11/27 02:08:26 - mmengine - INFO - Epoch(train) [4][2200/5005] lr: 9.9797e-02 eta: 7:34:16 time: 0.0422 data_time: 0.0009 memory: 947 loss: 3.2397 2022/11/27 02:08:32 - mmengine - INFO - Epoch(train) [4][2300/5005] lr: 9.9795e-02 eta: 7:34:34 time: 0.0490 data_time: 0.0010 memory: 947 loss: 3.2407 2022/11/27 02:08:36 - mmengine - INFO - Epoch(train) [4][2400/5005] lr: 9.9793e-02 eta: 7:34:32 time: 0.0493 data_time: 0.0008 memory: 947 loss: 3.0463 2022/11/27 02:08:41 - mmengine - INFO - Epoch(train) [4][2500/5005] lr: 9.9790e-02 eta: 7:34:26 time: 0.0496 data_time: 0.0009 memory: 947 loss: 3.2496 2022/11/27 02:08:46 - mmengine - INFO - Epoch(train) [4][2600/5005] lr: 9.9788e-02 eta: 7:34:30 time: 0.0575 data_time: 0.0165 memory: 947 loss: 3.2392 2022/11/27 02:08:51 - mmengine - INFO - Epoch(train) [4][2700/5005] lr: 9.9786e-02 eta: 7:34:40 time: 0.0524 data_time: 0.0143 memory: 947 loss: 3.0960 2022/11/27 02:08:56 - mmengine - INFO - Epoch(train) [4][2800/5005] lr: 9.9783e-02 eta: 7:34:43 time: 0.0508 data_time: 0.0008 memory: 947 loss: 3.1686 2022/11/27 02:09:01 - mmengine - INFO - Epoch(train) [4][2900/5005] lr: 9.9781e-02 eta: 7:34:44 time: 0.0488 data_time: 0.0009 memory: 947 loss: 3.0594 2022/11/27 02:09:05 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:09:06 - mmengine - INFO - Epoch(train) [4][3000/5005] lr: 9.9778e-02 eta: 7:34:36 time: 0.0382 data_time: 0.0008 memory: 947 loss: 3.0876 2022/11/27 02:09:10 - mmengine - INFO - Epoch(train) [4][3100/5005] lr: 9.9776e-02 eta: 7:34:28 time: 0.0446 data_time: 0.0009 memory: 947 loss: 3.1435 2022/11/27 02:09:15 - mmengine - INFO - Epoch(train) [4][3200/5005] lr: 9.9773e-02 eta: 7:34:27 time: 0.0511 data_time: 0.0010 memory: 947 loss: 3.0933 2022/11/27 02:09:20 - mmengine - INFO - Epoch(train) [4][3300/5005] lr: 9.9771e-02 eta: 7:34:25 time: 0.0416 data_time: 0.0008 memory: 947 loss: 2.9323 2022/11/27 02:09:24 - mmengine - INFO - Epoch(train) [4][3400/5005] lr: 9.9768e-02 eta: 7:34:24 time: 0.0512 data_time: 0.0009 memory: 947 loss: 3.2768 2022/11/27 02:09:29 - mmengine - INFO - Epoch(train) [4][3500/5005] lr: 9.9766e-02 eta: 7:34:23 time: 0.0584 data_time: 0.0008 memory: 947 loss: 3.0320 2022/11/27 02:09:34 - mmengine - INFO - Epoch(train) [4][3600/5005] lr: 9.9763e-02 eta: 7:34:27 time: 0.0424 data_time: 0.0010 memory: 947 loss: 3.0665 2022/11/27 02:09:39 - mmengine - INFO - Epoch(train) [4][3700/5005] lr: 9.9761e-02 eta: 7:34:27 time: 0.0531 data_time: 0.0101 memory: 947 loss: 3.3054 2022/11/27 02:09:44 - mmengine - INFO - Epoch(train) [4][3800/5005] lr: 9.9758e-02 eta: 7:34:26 time: 0.0496 data_time: 0.0077 memory: 947 loss: 3.2301 2022/11/27 02:09:49 - mmengine - INFO - Epoch(train) [4][3900/5005] lr: 9.9755e-02 eta: 7:34:22 time: 0.0506 data_time: 0.0010 memory: 947 loss: 3.2402 2022/11/27 02:09:53 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:09:53 - mmengine - INFO - Epoch(train) [4][4000/5005] lr: 9.9753e-02 eta: 7:34:21 time: 0.0467 data_time: 0.0041 memory: 947 loss: 3.3681 2022/11/27 02:09:58 - mmengine - INFO - Epoch(train) [4][4100/5005] lr: 9.9750e-02 eta: 7:34:15 time: 0.0423 data_time: 0.0008 memory: 947 loss: 3.3294 2022/11/27 02:10:03 - mmengine - INFO - Epoch(train) [4][4200/5005] lr: 9.9748e-02 eta: 7:34:11 time: 0.0454 data_time: 0.0010 memory: 947 loss: 3.1258 2022/11/27 02:10:08 - mmengine - INFO - Epoch(train) [4][4300/5005] lr: 9.9745e-02 eta: 7:34:11 time: 0.0454 data_time: 0.0010 memory: 947 loss: 3.2196 2022/11/27 02:10:13 - mmengine - INFO - Epoch(train) [4][4400/5005] lr: 9.9742e-02 eta: 7:34:12 time: 0.0655 data_time: 0.0081 memory: 947 loss: 2.9654 2022/11/27 02:10:17 - mmengine - INFO - Epoch(train) [4][4500/5005] lr: 9.9740e-02 eta: 7:34:12 time: 0.0463 data_time: 0.0009 memory: 947 loss: 3.0204 2022/11/27 02:10:22 - mmengine - INFO - Epoch(train) [4][4600/5005] lr: 9.9737e-02 eta: 7:34:15 time: 0.0449 data_time: 0.0009 memory: 947 loss: 3.1468 2022/11/27 02:10:27 - mmengine - INFO - Epoch(train) [4][4700/5005] lr: 9.9734e-02 eta: 7:34:18 time: 0.0492 data_time: 0.0008 memory: 947 loss: 3.2010 2022/11/27 02:10:32 - mmengine - INFO - Epoch(train) [4][4800/5005] lr: 9.9732e-02 eta: 7:34:09 time: 0.0457 data_time: 0.0011 memory: 947 loss: 3.0555 2022/11/27 02:10:37 - mmengine - INFO - Epoch(train) [4][4900/5005] lr: 9.9729e-02 eta: 7:34:01 time: 0.0433 data_time: 0.0010 memory: 947 loss: 3.0966 2022/11/27 02:10:41 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:10:41 - mmengine - INFO - Epoch(train) [4][5000/5005] lr: 9.9726e-02 eta: 7:33:58 time: 0.0498 data_time: 0.0019 memory: 947 loss: 3.3610 2022/11/27 02:10:41 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:10:41 - mmengine - INFO - Saving checkpoint at 4 epochs 2022/11/27 02:10:46 - mmengine - INFO - Epoch(val) [4][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0254 memory: 947 2022/11/27 02:10:59 - mmengine - INFO - Epoch(val) [4][196/196] accuracy/top1: 36.9940 accuracy/top5: 63.2940 2022/11/27 02:11:04 - mmengine - INFO - Epoch(train) [5][ 100/5005] lr: 9.9723e-02 eta: 7:34:12 time: 0.0437 data_time: 0.0008 memory: 947 loss: 2.9831 2022/11/27 02:11:09 - mmengine - INFO - Epoch(train) [5][ 200/5005] lr: 9.9721e-02 eta: 7:34:19 time: 0.0530 data_time: 0.0008 memory: 947 loss: 2.8103 2022/11/27 02:11:14 - mmengine - INFO - Epoch(train) [5][ 300/5005] lr: 9.9718e-02 eta: 7:34:17 time: 0.0499 data_time: 0.0050 memory: 947 loss: 2.8911 2022/11/27 02:11:19 - mmengine - INFO - Epoch(train) [5][ 400/5005] lr: 9.9715e-02 eta: 7:34:15 time: 0.0428 data_time: 0.0010 memory: 947 loss: 3.0556 2022/11/27 02:11:24 - mmengine - INFO - Epoch(train) [5][ 500/5005] lr: 9.9712e-02 eta: 7:34:14 time: 0.0464 data_time: 0.0012 memory: 947 loss: 3.0728 2022/11/27 02:11:28 - mmengine - INFO - Epoch(train) [5][ 600/5005] lr: 9.9709e-02 eta: 7:34:10 time: 0.0473 data_time: 0.0008 memory: 947 loss: 3.2279 2022/11/27 02:11:34 - mmengine - INFO - Epoch(train) [5][ 700/5005] lr: 9.9707e-02 eta: 7:34:17 time: 0.0425 data_time: 0.0010 memory: 947 loss: 3.0174 2022/11/27 02:11:38 - mmengine - INFO - Epoch(train) [5][ 800/5005] lr: 9.9704e-02 eta: 7:34:15 time: 0.0496 data_time: 0.0064 memory: 947 loss: 3.0975 2022/11/27 02:11:43 - mmengine - INFO - Epoch(train) [5][ 900/5005] lr: 9.9701e-02 eta: 7:34:17 time: 0.0420 data_time: 0.0008 memory: 947 loss: 3.0309 2022/11/27 02:11:47 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:11:48 - mmengine - INFO - Epoch(train) [5][1000/5005] lr: 9.9698e-02 eta: 7:34:17 time: 0.0507 data_time: 0.0009 memory: 947 loss: 2.9780 2022/11/27 02:11:53 - mmengine - INFO - Epoch(train) [5][1100/5005] lr: 9.9695e-02 eta: 7:34:21 time: 0.0532 data_time: 0.0009 memory: 947 loss: 3.1940 2022/11/27 02:11:58 - mmengine - INFO - Epoch(train) [5][1200/5005] lr: 9.9692e-02 eta: 7:34:16 time: 0.0415 data_time: 0.0010 memory: 947 loss: 3.2714 2022/11/27 02:12:03 - mmengine - INFO - Epoch(train) [5][1300/5005] lr: 9.9689e-02 eta: 7:34:23 time: 0.0441 data_time: 0.0009 memory: 947 loss: 3.0377 2022/11/27 02:12:08 - mmengine - INFO - Epoch(train) [5][1400/5005] lr: 9.9687e-02 eta: 7:34:19 time: 0.0388 data_time: 0.0008 memory: 947 loss: 3.1857 2022/11/27 02:12:13 - mmengine - INFO - Epoch(train) [5][1500/5005] lr: 9.9684e-02 eta: 7:34:15 time: 0.0446 data_time: 0.0009 memory: 947 loss: 2.8691 2022/11/27 02:12:17 - mmengine - INFO - Epoch(train) [5][1600/5005] lr: 9.9681e-02 eta: 7:34:11 time: 0.0449 data_time: 0.0010 memory: 947 loss: 2.9888 2022/11/27 02:12:22 - mmengine - INFO - Epoch(train) [5][1700/5005] lr: 9.9678e-02 eta: 7:34:07 time: 0.0420 data_time: 0.0010 memory: 947 loss: 3.1782 2022/11/27 02:12:27 - mmengine - INFO - Epoch(train) [5][1800/5005] lr: 9.9675e-02 eta: 7:34:08 time: 0.0605 data_time: 0.0008 memory: 947 loss: 3.0557 2022/11/27 02:12:32 - mmengine - INFO - Epoch(train) [5][1900/5005] lr: 9.9672e-02 eta: 7:34:12 time: 0.0495 data_time: 0.0009 memory: 947 loss: 2.9632 2022/11/27 02:12:36 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:12:37 - mmengine - INFO - Epoch(train) [5][2000/5005] lr: 9.9669e-02 eta: 7:34:18 time: 0.0431 data_time: 0.0011 memory: 947 loss: 3.0867 2022/11/27 02:12:42 - mmengine - INFO - Epoch(train) [5][2100/5005] lr: 9.9666e-02 eta: 7:34:22 time: 0.0472 data_time: 0.0012 memory: 947 loss: 3.0416 2022/11/27 02:12:48 - mmengine - INFO - Epoch(train) [5][2200/5005] lr: 9.9663e-02 eta: 7:34:36 time: 0.0435 data_time: 0.0009 memory: 947 loss: 2.9413 2022/11/27 02:12:52 - mmengine - INFO - Epoch(train) [5][2300/5005] lr: 9.9660e-02 eta: 7:34:27 time: 0.0455 data_time: 0.0010 memory: 947 loss: 2.8061 2022/11/27 02:12:57 - mmengine - INFO - Epoch(train) [5][2400/5005] lr: 9.9657e-02 eta: 7:34:27 time: 0.0430 data_time: 0.0008 memory: 947 loss: 2.9832 2022/11/27 02:13:02 - mmengine - INFO - Epoch(train) [5][2500/5005] lr: 9.9654e-02 eta: 7:34:24 time: 0.0496 data_time: 0.0009 memory: 947 loss: 2.9683 2022/11/27 02:13:07 - mmengine - INFO - Epoch(train) [5][2600/5005] lr: 9.9650e-02 eta: 7:34:20 time: 0.0481 data_time: 0.0009 memory: 947 loss: 3.2223 2022/11/27 02:13:12 - mmengine - INFO - Epoch(train) [5][2700/5005] lr: 9.9647e-02 eta: 7:34:20 time: 0.0428 data_time: 0.0011 memory: 947 loss: 3.1632 2022/11/27 02:13:17 - mmengine - INFO - Epoch(train) [5][2800/5005] lr: 9.9644e-02 eta: 7:34:27 time: 0.0699 data_time: 0.0009 memory: 947 loss: 3.1074 2022/11/27 02:13:21 - mmengine - INFO - Epoch(train) [5][2900/5005] lr: 9.9641e-02 eta: 7:34:21 time: 0.0499 data_time: 0.0009 memory: 947 loss: 2.9208 2022/11/27 02:13:25 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:13:26 - mmengine - INFO - Epoch(train) [5][3000/5005] lr: 9.9638e-02 eta: 7:34:22 time: 0.0512 data_time: 0.0009 memory: 947 loss: 3.0166 2022/11/27 02:13:31 - mmengine - INFO - Epoch(train) [5][3100/5005] lr: 9.9635e-02 eta: 7:34:16 time: 0.0414 data_time: 0.0009 memory: 947 loss: 2.9773 2022/11/27 02:13:36 - mmengine - INFO - Epoch(train) [5][3200/5005] lr: 9.9632e-02 eta: 7:34:17 time: 0.0518 data_time: 0.0011 memory: 947 loss: 2.7773 2022/11/27 02:13:41 - mmengine - INFO - Epoch(train) [5][3300/5005] lr: 9.9629e-02 eta: 7:34:16 time: 0.0488 data_time: 0.0010 memory: 947 loss: 3.1622 2022/11/27 02:13:46 - mmengine - INFO - Epoch(train) [5][3400/5005] lr: 9.9625e-02 eta: 7:34:15 time: 0.0415 data_time: 0.0009 memory: 947 loss: 2.9293 2022/11/27 02:13:51 - mmengine - INFO - Epoch(train) [5][3500/5005] lr: 9.9622e-02 eta: 7:34:21 time: 0.0478 data_time: 0.0010 memory: 947 loss: 3.1661 2022/11/27 02:13:56 - mmengine - INFO - Epoch(train) [5][3600/5005] lr: 9.9619e-02 eta: 7:34:20 time: 0.0522 data_time: 0.0009 memory: 947 loss: 3.1596 2022/11/27 02:14:01 - mmengine - INFO - Epoch(train) [5][3700/5005] lr: 9.9616e-02 eta: 7:34:20 time: 0.0516 data_time: 0.0009 memory: 947 loss: 3.0638 2022/11/27 02:14:06 - mmengine - INFO - Epoch(train) [5][3800/5005] lr: 9.9612e-02 eta: 7:34:22 time: 0.0544 data_time: 0.0009 memory: 947 loss: 2.9546 2022/11/27 02:14:11 - mmengine - INFO - Epoch(train) [5][3900/5005] lr: 9.9609e-02 eta: 7:34:17 time: 0.0417 data_time: 0.0009 memory: 947 loss: 2.8623 2022/11/27 02:14:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:14:16 - mmengine - INFO - Epoch(train) [5][4000/5005] lr: 9.9606e-02 eta: 7:34:32 time: 0.0452 data_time: 0.0010 memory: 947 loss: 3.1453 2022/11/27 02:14:21 - mmengine - INFO - Epoch(train) [5][4100/5005] lr: 9.9603e-02 eta: 7:34:33 time: 0.0536 data_time: 0.0008 memory: 947 loss: 2.9544 2022/11/27 02:14:26 - mmengine - INFO - Epoch(train) [5][4200/5005] lr: 9.9599e-02 eta: 7:34:26 time: 0.0459 data_time: 0.0010 memory: 947 loss: 3.0845 2022/11/27 02:14:31 - mmengine - INFO - Epoch(train) [5][4300/5005] lr: 9.9596e-02 eta: 7:34:29 time: 0.0534 data_time: 0.0008 memory: 947 loss: 3.0757 2022/11/27 02:14:36 - mmengine - INFO - Epoch(train) [5][4400/5005] lr: 9.9593e-02 eta: 7:34:36 time: 0.0507 data_time: 0.0008 memory: 947 loss: 3.1834 2022/11/27 02:14:41 - mmengine - INFO - Epoch(train) [5][4500/5005] lr: 9.9589e-02 eta: 7:34:34 time: 0.0480 data_time: 0.0009 memory: 947 loss: 3.1384 2022/11/27 02:14:46 - mmengine - INFO - Epoch(train) [5][4600/5005] lr: 9.9586e-02 eta: 7:34:34 time: 0.0508 data_time: 0.0009 memory: 947 loss: 2.8086 2022/11/27 02:14:51 - mmengine - INFO - Epoch(train) [5][4700/5005] lr: 9.9583e-02 eta: 7:34:30 time: 0.0439 data_time: 0.0009 memory: 947 loss: 3.1387 2022/11/27 02:14:56 - mmengine - INFO - Epoch(train) [5][4800/5005] lr: 9.9579e-02 eta: 7:34:30 time: 0.0520 data_time: 0.0009 memory: 947 loss: 2.9835 2022/11/27 02:15:00 - mmengine - INFO - Epoch(train) [5][4900/5005] lr: 9.9576e-02 eta: 7:34:26 time: 0.0490 data_time: 0.0086 memory: 947 loss: 3.0340 2022/11/27 02:15:04 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:15:05 - mmengine - INFO - Epoch(train) [5][5000/5005] lr: 9.9572e-02 eta: 7:34:18 time: 0.0391 data_time: 0.0019 memory: 947 loss: 3.0450 2022/11/27 02:15:05 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:15:05 - mmengine - INFO - Saving checkpoint at 5 epochs 2022/11/27 02:15:10 - mmengine - INFO - Epoch(val) [5][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0251 memory: 947 2022/11/27 02:15:22 - mmengine - INFO - Epoch(val) [5][196/196] accuracy/top1: 40.7720 accuracy/top5: 67.1080 2022/11/27 02:15:28 - mmengine - INFO - Epoch(train) [6][ 100/5005] lr: 9.9569e-02 eta: 7:34:24 time: 0.0485 data_time: 0.0010 memory: 947 loss: 3.0281 2022/11/27 02:15:33 - mmengine - INFO - Epoch(train) [6][ 200/5005] lr: 9.9565e-02 eta: 7:34:30 time: 0.0416 data_time: 0.0010 memory: 947 loss: 2.8716 2022/11/27 02:15:38 - mmengine - INFO - Epoch(train) [6][ 300/5005] lr: 9.9562e-02 eta: 7:34:31 time: 0.0482 data_time: 0.0095 memory: 947 loss: 3.1178 2022/11/27 02:15:43 - mmengine - INFO - Epoch(train) [6][ 400/5005] lr: 9.9559e-02 eta: 7:34:37 time: 0.0461 data_time: 0.0008 memory: 947 loss: 2.8353 2022/11/27 02:15:48 - mmengine - INFO - Epoch(train) [6][ 500/5005] lr: 9.9555e-02 eta: 7:34:34 time: 0.0456 data_time: 0.0009 memory: 947 loss: 3.3026 2022/11/27 02:15:53 - mmengine - INFO - Epoch(train) [6][ 600/5005] lr: 9.9552e-02 eta: 7:34:32 time: 0.0501 data_time: 0.0009 memory: 947 loss: 3.1630 2022/11/27 02:15:58 - mmengine - INFO - Epoch(train) [6][ 700/5005] lr: 9.9548e-02 eta: 7:34:34 time: 0.0455 data_time: 0.0012 memory: 947 loss: 2.9845 2022/11/27 02:16:03 - mmengine - INFO - Epoch(train) [6][ 800/5005] lr: 9.9545e-02 eta: 7:34:28 time: 0.0445 data_time: 0.0010 memory: 947 loss: 2.8587 2022/11/27 02:16:08 - mmengine - INFO - Epoch(train) [6][ 900/5005] lr: 9.9541e-02 eta: 7:34:26 time: 0.0530 data_time: 0.0009 memory: 947 loss: 3.0773 2022/11/27 02:16:11 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:16:12 - mmengine - INFO - Epoch(train) [6][1000/5005] lr: 9.9537e-02 eta: 7:34:25 time: 0.0459 data_time: 0.0011 memory: 947 loss: 2.8697 2022/11/27 02:16:17 - mmengine - INFO - Epoch(train) [6][1100/5005] lr: 9.9534e-02 eta: 7:34:23 time: 0.0425 data_time: 0.0009 memory: 947 loss: 2.8164 2022/11/27 02:16:22 - mmengine - INFO - Epoch(train) [6][1200/5005] lr: 9.9530e-02 eta: 7:34:22 time: 0.0522 data_time: 0.0009 memory: 947 loss: 3.1450 2022/11/27 02:16:27 - mmengine - INFO - Epoch(train) [6][1300/5005] lr: 9.9527e-02 eta: 7:34:15 time: 0.0489 data_time: 0.0104 memory: 947 loss: 2.9770 2022/11/27 02:16:32 - mmengine - INFO - Epoch(train) [6][1400/5005] lr: 9.9523e-02 eta: 7:34:11 time: 0.0471 data_time: 0.0009 memory: 947 loss: 3.0666 2022/11/27 02:16:37 - mmengine - INFO - Epoch(train) [6][1500/5005] lr: 9.9520e-02 eta: 7:34:13 time: 0.0460 data_time: 0.0045 memory: 947 loss: 3.0256 2022/11/27 02:16:42 - mmengine - INFO - Epoch(train) [6][1600/5005] lr: 9.9516e-02 eta: 7:34:09 time: 0.0473 data_time: 0.0053 memory: 947 loss: 3.0608 2022/11/27 02:16:47 - mmengine - INFO - Epoch(train) [6][1700/5005] lr: 9.9512e-02 eta: 7:34:10 time: 0.0533 data_time: 0.0008 memory: 947 loss: 2.8536 2022/11/27 02:16:52 - mmengine - INFO - Epoch(train) [6][1800/5005] lr: 9.9509e-02 eta: 7:34:16 time: 0.0519 data_time: 0.0008 memory: 947 loss: 2.9695 2022/11/27 02:16:57 - mmengine - INFO - Epoch(train) [6][1900/5005] lr: 9.9505e-02 eta: 7:34:16 time: 0.0528 data_time: 0.0008 memory: 947 loss: 2.9632 2022/11/27 02:17:00 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:17:02 - mmengine - INFO - Epoch(train) [6][2000/5005] lr: 9.9501e-02 eta: 7:34:12 time: 0.0539 data_time: 0.0009 memory: 947 loss: 3.2125 2022/11/27 02:17:07 - mmengine - INFO - Epoch(train) [6][2100/5005] lr: 9.9498e-02 eta: 7:34:19 time: 0.0522 data_time: 0.0009 memory: 947 loss: 2.7370 2022/11/27 02:17:12 - mmengine - INFO - Epoch(train) [6][2200/5005] lr: 9.9494e-02 eta: 7:34:15 time: 0.0447 data_time: 0.0010 memory: 947 loss: 2.9951 2022/11/27 02:17:17 - mmengine - INFO - Epoch(train) [6][2300/5005] lr: 9.9490e-02 eta: 7:34:18 time: 0.0688 data_time: 0.0327 memory: 947 loss: 2.5670 2022/11/27 02:17:22 - mmengine - INFO - Epoch(train) [6][2400/5005] lr: 9.9486e-02 eta: 7:34:15 time: 0.0460 data_time: 0.0008 memory: 947 loss: 3.2205 2022/11/27 02:17:27 - mmengine - INFO - Epoch(train) [6][2500/5005] lr: 9.9483e-02 eta: 7:34:11 time: 0.0455 data_time: 0.0035 memory: 947 loss: 2.8618 2022/11/27 02:17:32 - mmengine - INFO - Epoch(train) [6][2600/5005] lr: 9.9479e-02 eta: 7:34:11 time: 0.0495 data_time: 0.0008 memory: 947 loss: 3.0888 2022/11/27 02:17:36 - mmengine - INFO - Epoch(train) [6][2700/5005] lr: 9.9475e-02 eta: 7:34:04 time: 0.0467 data_time: 0.0009 memory: 947 loss: 3.0263 2022/11/27 02:17:41 - mmengine - INFO - Epoch(train) [6][2800/5005] lr: 9.9471e-02 eta: 7:34:02 time: 0.0437 data_time: 0.0009 memory: 947 loss: 3.1724 2022/11/27 02:17:46 - mmengine - INFO - Epoch(train) [6][2900/5005] lr: 9.9468e-02 eta: 7:34:02 time: 0.0490 data_time: 0.0009 memory: 947 loss: 2.8716 2022/11/27 02:17:50 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:17:51 - mmengine - INFO - Epoch(train) [6][3000/5005] lr: 9.9464e-02 eta: 7:34:02 time: 0.0469 data_time: 0.0012 memory: 947 loss: 3.0301 2022/11/27 02:17:56 - mmengine - INFO - Epoch(train) [6][3100/5005] lr: 9.9460e-02 eta: 7:34:07 time: 0.0658 data_time: 0.0008 memory: 947 loss: 3.0823 2022/11/27 02:18:01 - mmengine - INFO - Epoch(train) [6][3200/5005] lr: 9.9456e-02 eta: 7:34:04 time: 0.0535 data_time: 0.0009 memory: 947 loss: 2.8172 2022/11/27 02:18:06 - mmengine - INFO - Epoch(train) [6][3300/5005] lr: 9.9452e-02 eta: 7:33:58 time: 0.0438 data_time: 0.0009 memory: 947 loss: 2.8777 2022/11/27 02:18:11 - mmengine - INFO - Epoch(train) [6][3400/5005] lr: 9.9448e-02 eta: 7:33:57 time: 0.0549 data_time: 0.0010 memory: 947 loss: 3.0827 2022/11/27 02:18:16 - mmengine - INFO - Epoch(train) [6][3500/5005] lr: 9.9444e-02 eta: 7:33:50 time: 0.0453 data_time: 0.0009 memory: 947 loss: 2.6671 2022/11/27 02:18:20 - mmengine - INFO - Epoch(train) [6][3600/5005] lr: 9.9441e-02 eta: 7:33:44 time: 0.0415 data_time: 0.0010 memory: 947 loss: 3.2349 2022/11/27 02:18:25 - mmengine - INFO - Epoch(train) [6][3700/5005] lr: 9.9437e-02 eta: 7:33:41 time: 0.0654 data_time: 0.0010 memory: 947 loss: 2.7430 2022/11/27 02:18:30 - mmengine - INFO - Epoch(train) [6][3800/5005] lr: 9.9433e-02 eta: 7:33:38 time: 0.0665 data_time: 0.0010 memory: 947 loss: 2.9392 2022/11/27 02:18:35 - mmengine - INFO - Epoch(train) [6][3900/5005] lr: 9.9429e-02 eta: 7:33:43 time: 0.0795 data_time: 0.0011 memory: 947 loss: 2.7655 2022/11/27 02:18:39 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:18:40 - mmengine - INFO - Epoch(train) [6][4000/5005] lr: 9.9425e-02 eta: 7:33:40 time: 0.0491 data_time: 0.0008 memory: 947 loss: 3.1614 2022/11/27 02:18:45 - mmengine - INFO - Epoch(train) [6][4100/5005] lr: 9.9421e-02 eta: 7:33:34 time: 0.0404 data_time: 0.0009 memory: 947 loss: 2.9226 2022/11/27 02:18:50 - mmengine - INFO - Epoch(train) [6][4200/5005] lr: 9.9417e-02 eta: 7:33:35 time: 0.0445 data_time: 0.0010 memory: 947 loss: 2.9028 2022/11/27 02:18:55 - mmengine - INFO - Epoch(train) [6][4300/5005] lr: 9.9413e-02 eta: 7:33:36 time: 0.0525 data_time: 0.0025 memory: 947 loss: 2.8885 2022/11/27 02:19:00 - mmengine - INFO - Epoch(train) [6][4400/5005] lr: 9.9409e-02 eta: 7:33:32 time: 0.0426 data_time: 0.0010 memory: 947 loss: 3.0081 2022/11/27 02:19:05 - mmengine - INFO - Epoch(train) [6][4500/5005] lr: 9.9405e-02 eta: 7:33:28 time: 0.0463 data_time: 0.0009 memory: 947 loss: 2.8659 2022/11/27 02:19:10 - mmengine - INFO - Epoch(train) [6][4600/5005] lr: 9.9401e-02 eta: 7:33:26 time: 0.0458 data_time: 0.0011 memory: 947 loss: 2.9589 2022/11/27 02:19:14 - mmengine - INFO - Epoch(train) [6][4700/5005] lr: 9.9397e-02 eta: 7:33:21 time: 0.0453 data_time: 0.0009 memory: 947 loss: 2.8664 2022/11/27 02:19:19 - mmengine - INFO - Epoch(train) [6][4800/5005] lr: 9.9393e-02 eta: 7:33:16 time: 0.0545 data_time: 0.0009 memory: 947 loss: 2.9575 2022/11/27 02:19:24 - mmengine - INFO - Epoch(train) [6][4900/5005] lr: 9.9389e-02 eta: 7:33:16 time: 0.0444 data_time: 0.0010 memory: 947 loss: 2.9760 2022/11/27 02:19:28 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:19:29 - mmengine - INFO - Epoch(train) [6][5000/5005] lr: 9.9385e-02 eta: 7:33:14 time: 0.0474 data_time: 0.0064 memory: 947 loss: 2.7761 2022/11/27 02:19:29 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:19:29 - mmengine - INFO - Saving checkpoint at 6 epochs 2022/11/27 02:19:34 - mmengine - INFO - Epoch(val) [6][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0255 memory: 947 2022/11/27 02:19:47 - mmengine - INFO - Epoch(val) [6][196/196] accuracy/top1: 42.1640 accuracy/top5: 68.2020 2022/11/27 02:19:52 - mmengine - INFO - Epoch(train) [7][ 100/5005] lr: 9.9380e-02 eta: 7:33:21 time: 0.0552 data_time: 0.0009 memory: 947 loss: 2.7376 2022/11/27 02:19:57 - mmengine - INFO - Epoch(train) [7][ 200/5005] lr: 9.9376e-02 eta: 7:33:14 time: 0.0559 data_time: 0.0008 memory: 947 loss: 2.7559 2022/11/27 02:20:02 - mmengine - INFO - Epoch(train) [7][ 300/5005] lr: 9.9372e-02 eta: 7:33:16 time: 0.0484 data_time: 0.0010 memory: 947 loss: 2.8174 2022/11/27 02:20:07 - mmengine - INFO - Epoch(train) [7][ 400/5005] lr: 9.9368e-02 eta: 7:33:12 time: 0.0435 data_time: 0.0009 memory: 947 loss: 2.7912 2022/11/27 02:20:11 - mmengine - INFO - Epoch(train) [7][ 500/5005] lr: 9.9364e-02 eta: 7:33:06 time: 0.0428 data_time: 0.0011 memory: 947 loss: 2.8713 2022/11/27 02:20:16 - mmengine - INFO - Epoch(train) [7][ 600/5005] lr: 9.9360e-02 eta: 7:33:00 time: 0.0433 data_time: 0.0012 memory: 947 loss: 2.8962 2022/11/27 02:20:21 - mmengine - INFO - Epoch(train) [7][ 700/5005] lr: 9.9355e-02 eta: 7:32:51 time: 0.0551 data_time: 0.0179 memory: 947 loss: 2.7664 2022/11/27 02:20:26 - mmengine - INFO - Epoch(train) [7][ 800/5005] lr: 9.9351e-02 eta: 7:32:49 time: 0.0402 data_time: 0.0010 memory: 947 loss: 2.9576 2022/11/27 02:20:31 - mmengine - INFO - Epoch(train) [7][ 900/5005] lr: 9.9347e-02 eta: 7:32:51 time: 0.0468 data_time: 0.0009 memory: 947 loss: 2.9341 2022/11/27 02:20:34 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:20:36 - mmengine - INFO - Epoch(train) [7][1000/5005] lr: 9.9343e-02 eta: 7:32:51 time: 0.0452 data_time: 0.0009 memory: 947 loss: 2.8494 2022/11/27 02:20:41 - mmengine - INFO - Epoch(train) [7][1100/5005] lr: 9.9339e-02 eta: 7:32:49 time: 0.0435 data_time: 0.0010 memory: 947 loss: 2.6215 2022/11/27 02:20:46 - mmengine - INFO - Epoch(train) [7][1200/5005] lr: 9.9334e-02 eta: 7:32:46 time: 0.0456 data_time: 0.0011 memory: 947 loss: 2.8074 2022/11/27 02:20:51 - mmengine - INFO - Epoch(train) [7][1300/5005] lr: 9.9330e-02 eta: 7:32:44 time: 0.0425 data_time: 0.0009 memory: 947 loss: 2.8538 2022/11/27 02:20:55 - mmengine - INFO - Epoch(train) [7][1400/5005] lr: 9.9326e-02 eta: 7:32:35 time: 0.0519 data_time: 0.0042 memory: 947 loss: 2.8870 2022/11/27 02:21:00 - mmengine - INFO - Epoch(train) [7][1500/5005] lr: 9.9322e-02 eta: 7:32:34 time: 0.0424 data_time: 0.0009 memory: 947 loss: 2.8561 2022/11/27 02:21:05 - mmengine - INFO - Epoch(train) [7][1600/5005] lr: 9.9317e-02 eta: 7:32:32 time: 0.0465 data_time: 0.0008 memory: 947 loss: 2.6917 2022/11/27 02:21:10 - mmengine - INFO - Epoch(train) [7][1700/5005] lr: 9.9313e-02 eta: 7:32:26 time: 0.0441 data_time: 0.0011 memory: 947 loss: 2.8326 2022/11/27 02:21:15 - mmengine - INFO - Epoch(train) [7][1800/5005] lr: 9.9309e-02 eta: 7:32:22 time: 0.0445 data_time: 0.0010 memory: 947 loss: 2.7576 2022/11/27 02:21:20 - mmengine - INFO - Epoch(train) [7][1900/5005] lr: 9.9304e-02 eta: 7:32:22 time: 0.0442 data_time: 0.0009 memory: 947 loss: 2.8664 2022/11/27 02:21:23 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:21:24 - mmengine - INFO - Epoch(train) [7][2000/5005] lr: 9.9300e-02 eta: 7:32:15 time: 0.0474 data_time: 0.0009 memory: 947 loss: 2.9120 2022/11/27 02:21:29 - mmengine - INFO - Epoch(train) [7][2100/5005] lr: 9.9296e-02 eta: 7:32:10 time: 0.0438 data_time: 0.0008 memory: 947 loss: 3.0994 2022/11/27 02:21:34 - mmengine - INFO - Epoch(train) [7][2200/5005] lr: 9.9291e-02 eta: 7:32:08 time: 0.0453 data_time: 0.0011 memory: 947 loss: 2.8509 2022/11/27 02:21:39 - mmengine - INFO - Epoch(train) [7][2300/5005] lr: 9.9287e-02 eta: 7:32:04 time: 0.0436 data_time: 0.0009 memory: 947 loss: 2.7312 2022/11/27 02:21:44 - mmengine - INFO - Epoch(train) [7][2400/5005] lr: 9.9282e-02 eta: 7:31:58 time: 0.0563 data_time: 0.0146 memory: 947 loss: 2.8580 2022/11/27 02:21:49 - mmengine - INFO - Epoch(train) [7][2500/5005] lr: 9.9278e-02 eta: 7:31:56 time: 0.0470 data_time: 0.0066 memory: 947 loss: 2.7188 2022/11/27 02:21:54 - mmengine - INFO - Epoch(train) [7][2600/5005] lr: 9.9274e-02 eta: 7:31:54 time: 0.0436 data_time: 0.0009 memory: 947 loss: 2.7694 2022/11/27 02:21:58 - mmengine - INFO - Epoch(train) [7][2700/5005] lr: 9.9269e-02 eta: 7:31:49 time: 0.0533 data_time: 0.0008 memory: 947 loss: 2.8687 2022/11/27 02:22:03 - mmengine - INFO - Epoch(train) [7][2800/5005] lr: 9.9265e-02 eta: 7:31:42 time: 0.0442 data_time: 0.0010 memory: 947 loss: 2.7977 2022/11/27 02:22:08 - mmengine - INFO - Epoch(train) [7][2900/5005] lr: 9.9260e-02 eta: 7:31:34 time: 0.0422 data_time: 0.0010 memory: 947 loss: 2.9582 2022/11/27 02:22:11 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:22:12 - mmengine - INFO - Epoch(train) [7][3000/5005] lr: 9.9256e-02 eta: 7:31:29 time: 0.0537 data_time: 0.0008 memory: 947 loss: 2.8226 2022/11/27 02:22:17 - mmengine - INFO - Epoch(train) [7][3100/5005] lr: 9.9251e-02 eta: 7:31:24 time: 0.0547 data_time: 0.0009 memory: 947 loss: 3.0672 2022/11/27 02:22:22 - mmengine - INFO - Epoch(train) [7][3200/5005] lr: 9.9247e-02 eta: 7:31:13 time: 0.0405 data_time: 0.0011 memory: 947 loss: 2.9392 2022/11/27 02:22:27 - mmengine - INFO - Epoch(train) [7][3300/5005] lr: 9.9242e-02 eta: 7:31:14 time: 0.0535 data_time: 0.0009 memory: 947 loss: 2.7998 2022/11/27 02:22:32 - mmengine - INFO - Epoch(train) [7][3400/5005] lr: 9.9238e-02 eta: 7:31:11 time: 0.0486 data_time: 0.0009 memory: 947 loss: 2.7827 2022/11/27 02:22:36 - mmengine - INFO - Epoch(train) [7][3500/5005] lr: 9.9233e-02 eta: 7:31:07 time: 0.0564 data_time: 0.0010 memory: 947 loss: 2.7578 2022/11/27 02:22:41 - mmengine - INFO - Epoch(train) [7][3600/5005] lr: 9.9228e-02 eta: 7:31:05 time: 0.0502 data_time: 0.0098 memory: 947 loss: 2.7801 2022/11/27 02:22:46 - mmengine - INFO - Epoch(train) [7][3700/5005] lr: 9.9224e-02 eta: 7:31:02 time: 0.0530 data_time: 0.0009 memory: 947 loss: 2.8673 2022/11/27 02:22:51 - mmengine - INFO - Epoch(train) [7][3800/5005] lr: 9.9219e-02 eta: 7:30:55 time: 0.0420 data_time: 0.0010 memory: 947 loss: 2.7068 2022/11/27 02:22:56 - mmengine - INFO - Epoch(train) [7][3900/5005] lr: 9.9215e-02 eta: 7:30:51 time: 0.0467 data_time: 0.0009 memory: 947 loss: 3.0782 2022/11/27 02:22:59 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:23:01 - mmengine - INFO - Epoch(train) [7][4000/5005] lr: 9.9210e-02 eta: 7:30:46 time: 0.0514 data_time: 0.0009 memory: 947 loss: 2.9639 2022/11/27 02:23:06 - mmengine - INFO - Epoch(train) [7][4100/5005] lr: 9.9205e-02 eta: 7:30:45 time: 0.0472 data_time: 0.0009 memory: 947 loss: 3.0068 2022/11/27 02:23:10 - mmengine - INFO - Epoch(train) [7][4200/5005] lr: 9.9201e-02 eta: 7:30:40 time: 0.0485 data_time: 0.0010 memory: 947 loss: 3.0371 2022/11/27 02:23:15 - mmengine - INFO - Epoch(train) [7][4300/5005] lr: 9.9196e-02 eta: 7:30:31 time: 0.0575 data_time: 0.0008 memory: 947 loss: 2.9071 2022/11/27 02:23:19 - mmengine - INFO - Epoch(train) [7][4400/5005] lr: 9.9191e-02 eta: 7:30:23 time: 0.0538 data_time: 0.0029 memory: 947 loss: 2.6611 2022/11/27 02:23:25 - mmengine - INFO - Epoch(train) [7][4500/5005] lr: 9.9187e-02 eta: 7:30:23 time: 0.0434 data_time: 0.0009 memory: 947 loss: 2.9694 2022/11/27 02:23:29 - mmengine - INFO - Epoch(train) [7][4600/5005] lr: 9.9182e-02 eta: 7:30:14 time: 0.0552 data_time: 0.0010 memory: 947 loss: 3.2059 2022/11/27 02:23:34 - mmengine - INFO - Epoch(train) [7][4700/5005] lr: 9.9177e-02 eta: 7:30:07 time: 0.0418 data_time: 0.0010 memory: 947 loss: 2.8927 2022/11/27 02:23:38 - mmengine - INFO - Epoch(train) [7][4800/5005] lr: 9.9173e-02 eta: 7:30:02 time: 0.0418 data_time: 0.0010 memory: 947 loss: 2.9001 2022/11/27 02:23:43 - mmengine - INFO - Epoch(train) [7][4900/5005] lr: 9.9168e-02 eta: 7:29:58 time: 0.0511 data_time: 0.0009 memory: 947 loss: 2.9981 2022/11/27 02:23:47 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:23:49 - mmengine - INFO - Epoch(train) [7][5000/5005] lr: 9.9163e-02 eta: 7:30:00 time: 0.0407 data_time: 0.0021 memory: 947 loss: 2.9139 2022/11/27 02:23:49 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:23:49 - mmengine - INFO - Saving checkpoint at 7 epochs 2022/11/27 02:23:53 - mmengine - INFO - Epoch(val) [7][100/196] eta: 0:00:03 time: 0.0383 data_time: 0.0281 memory: 947 2022/11/27 02:24:06 - mmengine - INFO - Epoch(val) [7][196/196] accuracy/top1: 42.8840 accuracy/top5: 69.0540 2022/11/27 02:24:11 - mmengine - INFO - Epoch(train) [8][ 100/5005] lr: 9.9158e-02 eta: 7:30:01 time: 0.0626 data_time: 0.0011 memory: 947 loss: 2.9573 2022/11/27 02:24:16 - mmengine - INFO - Epoch(train) [8][ 200/5005] lr: 9.9153e-02 eta: 7:29:56 time: 0.0506 data_time: 0.0009 memory: 947 loss: 2.6841 2022/11/27 02:24:21 - mmengine - INFO - Epoch(train) [8][ 300/5005] lr: 9.9148e-02 eta: 7:29:50 time: 0.0447 data_time: 0.0011 memory: 947 loss: 2.8015 2022/11/27 02:24:25 - mmengine - INFO - Epoch(train) [8][ 400/5005] lr: 9.9144e-02 eta: 7:29:46 time: 0.0462 data_time: 0.0009 memory: 947 loss: 2.7528 2022/11/27 02:24:30 - mmengine - INFO - Epoch(train) [8][ 500/5005] lr: 9.9139e-02 eta: 7:29:44 time: 0.0502 data_time: 0.0011 memory: 947 loss: 2.5729 2022/11/27 02:24:35 - mmengine - INFO - Epoch(train) [8][ 600/5005] lr: 9.9134e-02 eta: 7:29:42 time: 0.0557 data_time: 0.0008 memory: 947 loss: 2.8562 2022/11/27 02:24:40 - mmengine - INFO - Epoch(train) [8][ 700/5005] lr: 9.9129e-02 eta: 7:29:39 time: 0.0476 data_time: 0.0031 memory: 947 loss: 2.5353 2022/11/27 02:24:45 - mmengine - INFO - Epoch(train) [8][ 800/5005] lr: 9.9124e-02 eta: 7:29:35 time: 0.0439 data_time: 0.0009 memory: 947 loss: 2.6661 2022/11/27 02:24:50 - mmengine - INFO - Epoch(train) [8][ 900/5005] lr: 9.9119e-02 eta: 7:29:33 time: 0.0555 data_time: 0.0010 memory: 947 loss: 2.9334 2022/11/27 02:24:53 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:24:55 - mmengine - INFO - Epoch(train) [8][1000/5005] lr: 9.9114e-02 eta: 7:29:31 time: 0.0450 data_time: 0.0011 memory: 947 loss: 3.0343 2022/11/27 02:25:00 - mmengine - INFO - Epoch(train) [8][1100/5005] lr: 9.9110e-02 eta: 7:29:24 time: 0.0445 data_time: 0.0008 memory: 947 loss: 2.7133 2022/11/27 02:25:04 - mmengine - INFO - Epoch(train) [8][1200/5005] lr: 9.9105e-02 eta: 7:29:18 time: 0.0501 data_time: 0.0009 memory: 947 loss: 2.9069 2022/11/27 02:25:09 - mmengine - INFO - Epoch(train) [8][1300/5005] lr: 9.9100e-02 eta: 7:29:17 time: 0.0637 data_time: 0.0009 memory: 947 loss: 2.8578 2022/11/27 02:25:14 - mmengine - INFO - Epoch(train) [8][1400/5005] lr: 9.9095e-02 eta: 7:29:10 time: 0.0467 data_time: 0.0008 memory: 947 loss: 2.6928 2022/11/27 02:25:19 - mmengine - INFO - Epoch(train) [8][1500/5005] lr: 9.9090e-02 eta: 7:29:02 time: 0.0446 data_time: 0.0010 memory: 947 loss: 2.9438 2022/11/27 02:25:24 - mmengine - INFO - Epoch(train) [8][1600/5005] lr: 9.9085e-02 eta: 7:29:01 time: 0.0525 data_time: 0.0008 memory: 947 loss: 2.9284 2022/11/27 02:25:28 - mmengine - INFO - Epoch(train) [8][1700/5005] lr: 9.9080e-02 eta: 7:28:52 time: 0.0436 data_time: 0.0009 memory: 947 loss: 2.8543 2022/11/27 02:25:33 - mmengine - INFO - Epoch(train) [8][1800/5005] lr: 9.9075e-02 eta: 7:28:44 time: 0.0531 data_time: 0.0165 memory: 947 loss: 2.8428 2022/11/27 02:25:37 - mmengine - INFO - Epoch(train) [8][1900/5005] lr: 9.9070e-02 eta: 7:28:35 time: 0.0433 data_time: 0.0011 memory: 947 loss: 2.9186 2022/11/27 02:25:41 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:25:42 - mmengine - INFO - Epoch(train) [8][2000/5005] lr: 9.9065e-02 eta: 7:28:35 time: 0.0501 data_time: 0.0059 memory: 947 loss: 2.8230 2022/11/27 02:25:47 - mmengine - INFO - Epoch(train) [8][2100/5005] lr: 9.9060e-02 eta: 7:28:31 time: 0.0406 data_time: 0.0010 memory: 947 loss: 2.5973 2022/11/27 02:25:52 - mmengine - INFO - Epoch(train) [8][2200/5005] lr: 9.9055e-02 eta: 7:28:24 time: 0.0431 data_time: 0.0009 memory: 947 loss: 2.7313 2022/11/27 02:25:57 - mmengine - INFO - Epoch(train) [8][2300/5005] lr: 9.9050e-02 eta: 7:28:23 time: 0.0531 data_time: 0.0009 memory: 947 loss: 2.8689 2022/11/27 02:26:02 - mmengine - INFO - Epoch(train) [8][2400/5005] lr: 9.9045e-02 eta: 7:28:19 time: 0.0448 data_time: 0.0010 memory: 947 loss: 2.9379 2022/11/27 02:26:07 - mmengine - INFO - Epoch(train) [8][2500/5005] lr: 9.9039e-02 eta: 7:28:16 time: 0.0539 data_time: 0.0009 memory: 947 loss: 2.8956 2022/11/27 02:26:12 - mmengine - INFO - Epoch(train) [8][2600/5005] lr: 9.9034e-02 eta: 7:28:15 time: 0.0474 data_time: 0.0008 memory: 947 loss: 2.6947 2022/11/27 02:26:17 - mmengine - INFO - Epoch(train) [8][2700/5005] lr: 9.9029e-02 eta: 7:28:14 time: 0.0659 data_time: 0.0009 memory: 947 loss: 2.7696 2022/11/27 02:26:22 - mmengine - INFO - Epoch(train) [8][2800/5005] lr: 9.9024e-02 eta: 7:28:10 time: 0.0523 data_time: 0.0008 memory: 947 loss: 2.7500 2022/11/27 02:26:26 - mmengine - INFO - Epoch(train) [8][2900/5005] lr: 9.9019e-02 eta: 7:28:04 time: 0.0514 data_time: 0.0011 memory: 947 loss: 2.9459 2022/11/27 02:26:29 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:26:31 - mmengine - INFO - Epoch(train) [8][3000/5005] lr: 9.9014e-02 eta: 7:28:01 time: 0.0562 data_time: 0.0010 memory: 947 loss: 2.8683 2022/11/27 02:26:36 - mmengine - INFO - Epoch(train) [8][3100/5005] lr: 9.9009e-02 eta: 7:28:00 time: 0.0602 data_time: 0.0009 memory: 947 loss: 2.8068 2022/11/27 02:26:41 - mmengine - INFO - Epoch(train) [8][3200/5005] lr: 9.9003e-02 eta: 7:27:53 time: 0.0481 data_time: 0.0009 memory: 947 loss: 2.9176 2022/11/27 02:26:46 - mmengine - INFO - Epoch(train) [8][3300/5005] lr: 9.8998e-02 eta: 7:27:50 time: 0.0424 data_time: 0.0011 memory: 947 loss: 2.7124 2022/11/27 02:26:51 - mmengine - INFO - Epoch(train) [8][3400/5005] lr: 9.8993e-02 eta: 7:27:49 time: 0.0478 data_time: 0.0009 memory: 947 loss: 2.7614 2022/11/27 02:26:56 - mmengine - INFO - Epoch(train) [8][3500/5005] lr: 9.8988e-02 eta: 7:27:47 time: 0.0526 data_time: 0.0010 memory: 947 loss: 2.9274 2022/11/27 02:27:01 - mmengine - INFO - Epoch(train) [8][3600/5005] lr: 9.8983e-02 eta: 7:27:43 time: 0.0527 data_time: 0.0008 memory: 947 loss: 2.7802 2022/11/27 02:27:06 - mmengine - INFO - Epoch(train) [8][3700/5005] lr: 9.8977e-02 eta: 7:27:38 time: 0.0468 data_time: 0.0069 memory: 947 loss: 2.7030 2022/11/27 02:27:11 - mmengine - INFO - Epoch(train) [8][3800/5005] lr: 9.8972e-02 eta: 7:27:36 time: 0.0495 data_time: 0.0011 memory: 947 loss: 2.7902 2022/11/27 02:27:15 - mmengine - INFO - Epoch(train) [8][3900/5005] lr: 9.8967e-02 eta: 7:27:26 time: 0.0419 data_time: 0.0011 memory: 947 loss: 3.0633 2022/11/27 02:27:18 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:27:20 - mmengine - INFO - Epoch(train) [8][4000/5005] lr: 9.8961e-02 eta: 7:27:21 time: 0.0488 data_time: 0.0009 memory: 947 loss: 2.8793 2022/11/27 02:27:25 - mmengine - INFO - Epoch(train) [8][4100/5005] lr: 9.8956e-02 eta: 7:27:17 time: 0.0416 data_time: 0.0021 memory: 947 loss: 3.0056 2022/11/27 02:27:30 - mmengine - INFO - Epoch(train) [8][4200/5005] lr: 9.8951e-02 eta: 7:27:13 time: 0.0435 data_time: 0.0010 memory: 947 loss: 2.8418 2022/11/27 02:27:34 - mmengine - INFO - Epoch(train) [8][4300/5005] lr: 9.8945e-02 eta: 7:27:08 time: 0.0519 data_time: 0.0009 memory: 947 loss: 3.0955 2022/11/27 02:27:39 - mmengine - INFO - Epoch(train) [8][4400/5005] lr: 9.8940e-02 eta: 7:27:04 time: 0.0434 data_time: 0.0009 memory: 947 loss: 2.7416 2022/11/27 02:27:44 - mmengine - INFO - Epoch(train) [8][4500/5005] lr: 9.8935e-02 eta: 7:26:58 time: 0.0580 data_time: 0.0009 memory: 947 loss: 2.7357 2022/11/27 02:27:49 - mmengine - INFO - Epoch(train) [8][4600/5005] lr: 9.8929e-02 eta: 7:26:54 time: 0.0434 data_time: 0.0012 memory: 947 loss: 2.7076 2022/11/27 02:27:53 - mmengine - INFO - Epoch(train) [8][4700/5005] lr: 9.8924e-02 eta: 7:26:48 time: 0.0550 data_time: 0.0010 memory: 947 loss: 2.7943 2022/11/27 02:27:58 - mmengine - INFO - Epoch(train) [8][4800/5005] lr: 9.8919e-02 eta: 7:26:43 time: 0.0492 data_time: 0.0011 memory: 947 loss: 2.6647 2022/11/27 02:28:03 - mmengine - INFO - Epoch(train) [8][4900/5005] lr: 9.8913e-02 eta: 7:26:33 time: 0.0414 data_time: 0.0009 memory: 947 loss: 2.8438 2022/11/27 02:28:06 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:28:07 - mmengine - INFO - Epoch(train) [8][5000/5005] lr: 9.8908e-02 eta: 7:26:24 time: 0.0410 data_time: 0.0015 memory: 947 loss: 2.8159 2022/11/27 02:28:07 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:28:07 - mmengine - INFO - Saving checkpoint at 8 epochs 2022/11/27 02:28:12 - mmengine - INFO - Epoch(val) [8][100/196] eta: 0:00:03 time: 0.0369 data_time: 0.0267 memory: 947 2022/11/27 02:28:25 - mmengine - INFO - Epoch(val) [8][196/196] accuracy/top1: 45.0340 accuracy/top5: 71.1320 2022/11/27 02:28:30 - mmengine - INFO - Epoch(train) [9][ 100/5005] lr: 9.8902e-02 eta: 7:26:19 time: 0.0485 data_time: 0.0010 memory: 947 loss: 2.5683 2022/11/27 02:28:34 - mmengine - INFO - Epoch(train) [9][ 200/5005] lr: 9.8897e-02 eta: 7:26:13 time: 0.0497 data_time: 0.0009 memory: 947 loss: 2.7475 2022/11/27 02:28:39 - mmengine - INFO - Epoch(train) [9][ 300/5005] lr: 9.8891e-02 eta: 7:26:10 time: 0.0501 data_time: 0.0009 memory: 947 loss: 2.7230 2022/11/27 02:28:44 - mmengine - INFO - Epoch(train) [9][ 400/5005] lr: 9.8886e-02 eta: 7:26:04 time: 0.0430 data_time: 0.0011 memory: 947 loss: 2.8158 2022/11/27 02:28:49 - mmengine - INFO - Epoch(train) [9][ 500/5005] lr: 9.8880e-02 eta: 7:26:04 time: 0.0644 data_time: 0.0009 memory: 947 loss: 2.8108 2022/11/27 02:28:54 - mmengine - INFO - Epoch(train) [9][ 600/5005] lr: 9.8875e-02 eta: 7:25:58 time: 0.0430 data_time: 0.0009 memory: 947 loss: 2.8230 2022/11/27 02:28:59 - mmengine - INFO - Epoch(train) [9][ 700/5005] lr: 9.8869e-02 eta: 7:25:53 time: 0.0472 data_time: 0.0011 memory: 947 loss: 2.8298 2022/11/27 02:29:04 - mmengine - INFO - Epoch(train) [9][ 800/5005] lr: 9.8864e-02 eta: 7:25:53 time: 0.0480 data_time: 0.0011 memory: 947 loss: 2.6005 2022/11/27 02:29:09 - mmengine - INFO - Epoch(train) [9][ 900/5005] lr: 9.8858e-02 eta: 7:25:49 time: 0.0492 data_time: 0.0009 memory: 947 loss: 2.6064 2022/11/27 02:29:12 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:29:13 - mmengine - INFO - Epoch(train) [9][1000/5005] lr: 9.8852e-02 eta: 7:25:45 time: 0.0442 data_time: 0.0009 memory: 947 loss: 2.6498 2022/11/27 02:29:18 - mmengine - INFO - Epoch(train) [9][1100/5005] lr: 9.8847e-02 eta: 7:25:42 time: 0.0482 data_time: 0.0011 memory: 947 loss: 2.7274 2022/11/27 02:29:23 - mmengine - INFO - Epoch(train) [9][1200/5005] lr: 9.8841e-02 eta: 7:25:37 time: 0.0473 data_time: 0.0010 memory: 947 loss: 2.6536 2022/11/27 02:29:28 - mmengine - INFO - Epoch(train) [9][1300/5005] lr: 9.8836e-02 eta: 7:25:34 time: 0.0599 data_time: 0.0092 memory: 947 loss: 2.8108 2022/11/27 02:29:33 - mmengine - INFO - Epoch(train) [9][1400/5005] lr: 9.8830e-02 eta: 7:25:30 time: 0.0445 data_time: 0.0010 memory: 947 loss: 2.6553 2022/11/27 02:29:38 - mmengine - INFO - Epoch(train) [9][1500/5005] lr: 9.8824e-02 eta: 7:25:26 time: 0.0560 data_time: 0.0010 memory: 947 loss: 2.7898 2022/11/27 02:29:42 - mmengine - INFO - Epoch(train) [9][1600/5005] lr: 9.8819e-02 eta: 7:25:20 time: 0.0623 data_time: 0.0011 memory: 947 loss: 2.6585 2022/11/27 02:29:47 - mmengine - INFO - Epoch(train) [9][1700/5005] lr: 9.8813e-02 eta: 7:25:15 time: 0.0451 data_time: 0.0009 memory: 947 loss: 2.7817 2022/11/27 02:29:52 - mmengine - INFO - Epoch(train) [9][1800/5005] lr: 9.8807e-02 eta: 7:25:10 time: 0.0500 data_time: 0.0009 memory: 947 loss: 2.8928 2022/11/27 02:29:57 - mmengine - INFO - Epoch(train) [9][1900/5005] lr: 9.8802e-02 eta: 7:25:06 time: 0.0468 data_time: 0.0009 memory: 947 loss: 2.8322 2022/11/27 02:30:00 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:30:02 - mmengine - INFO - Epoch(train) [9][2000/5005] lr: 9.8796e-02 eta: 7:25:03 time: 0.0430 data_time: 0.0010 memory: 947 loss: 2.7155 2022/11/27 02:30:07 - mmengine - INFO - Epoch(train) [9][2100/5005] lr: 9.8790e-02 eta: 7:25:02 time: 0.0466 data_time: 0.0010 memory: 947 loss: 2.6793 2022/11/27 02:30:12 - mmengine - INFO - Epoch(train) [9][2200/5005] lr: 9.8785e-02 eta: 7:24:58 time: 0.0638 data_time: 0.0009 memory: 947 loss: 2.6186 2022/11/27 02:30:17 - mmengine - INFO - Epoch(train) [9][2300/5005] lr: 9.8779e-02 eta: 7:24:56 time: 0.0542 data_time: 0.0039 memory: 947 loss: 2.7554 2022/11/27 02:30:22 - mmengine - INFO - Epoch(train) [9][2400/5005] lr: 9.8773e-02 eta: 7:24:54 time: 0.0614 data_time: 0.0118 memory: 947 loss: 2.6665 2022/11/27 02:30:27 - mmengine - INFO - Epoch(train) [9][2500/5005] lr: 9.8767e-02 eta: 7:24:48 time: 0.0439 data_time: 0.0015 memory: 947 loss: 2.6342 2022/11/27 02:30:31 - mmengine - INFO - Epoch(train) [9][2600/5005] lr: 9.8762e-02 eta: 7:24:42 time: 0.0483 data_time: 0.0009 memory: 947 loss: 2.8827 2022/11/27 02:30:36 - mmengine - INFO - Epoch(train) [9][2700/5005] lr: 9.8756e-02 eta: 7:24:35 time: 0.0511 data_time: 0.0062 memory: 947 loss: 2.4824 2022/11/27 02:30:41 - mmengine - INFO - Epoch(train) [9][2800/5005] lr: 9.8750e-02 eta: 7:24:30 time: 0.0478 data_time: 0.0008 memory: 947 loss: 2.9525 2022/11/27 02:30:45 - mmengine - INFO - Epoch(train) [9][2900/5005] lr: 9.8744e-02 eta: 7:24:24 time: 0.0423 data_time: 0.0010 memory: 947 loss: 2.6316 2022/11/27 02:30:49 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:30:50 - mmengine - INFO - Epoch(train) [9][3000/5005] lr: 9.8738e-02 eta: 7:24:22 time: 0.0497 data_time: 0.0009 memory: 947 loss: 2.7502 2022/11/27 02:30:55 - mmengine - INFO - Epoch(train) [9][3100/5005] lr: 9.8732e-02 eta: 7:24:21 time: 0.0448 data_time: 0.0009 memory: 947 loss: 2.9159 2022/11/27 02:31:00 - mmengine - INFO - Epoch(train) [9][3200/5005] lr: 9.8727e-02 eta: 7:24:16 time: 0.0435 data_time: 0.0022 memory: 947 loss: 2.5953 2022/11/27 02:31:05 - mmengine - INFO - Epoch(train) [9][3300/5005] lr: 9.8721e-02 eta: 7:24:11 time: 0.0616 data_time: 0.0009 memory: 947 loss: 2.8025 2022/11/27 02:31:10 - mmengine - INFO - Epoch(train) [9][3400/5005] lr: 9.8715e-02 eta: 7:24:05 time: 0.0436 data_time: 0.0011 memory: 947 loss: 2.7036 2022/11/27 02:31:14 - mmengine - INFO - Epoch(train) [9][3500/5005] lr: 9.8709e-02 eta: 7:23:55 time: 0.0467 data_time: 0.0009 memory: 947 loss: 2.5827 2022/11/27 02:31:19 - mmengine - INFO - Epoch(train) [9][3600/5005] lr: 9.8703e-02 eta: 7:23:54 time: 0.0555 data_time: 0.0010 memory: 947 loss: 2.6413 2022/11/27 02:31:24 - mmengine - INFO - Epoch(train) [9][3700/5005] lr: 9.8697e-02 eta: 7:23:48 time: 0.0492 data_time: 0.0012 memory: 947 loss: 2.6930 2022/11/27 02:31:29 - mmengine - INFO - Epoch(train) [9][3800/5005] lr: 9.8691e-02 eta: 7:23:47 time: 0.0455 data_time: 0.0012 memory: 947 loss: 2.5908 2022/11/27 02:31:34 - mmengine - INFO - Epoch(train) [9][3900/5005] lr: 9.8685e-02 eta: 7:23:42 time: 0.0441 data_time: 0.0010 memory: 947 loss: 2.7955 2022/11/27 02:31:37 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:31:39 - mmengine - INFO - Epoch(train) [9][4000/5005] lr: 9.8679e-02 eta: 7:23:38 time: 0.0428 data_time: 0.0018 memory: 947 loss: 2.8828 2022/11/27 02:31:43 - mmengine - INFO - Epoch(train) [9][4100/5005] lr: 9.8673e-02 eta: 7:23:33 time: 0.0502 data_time: 0.0062 memory: 947 loss: 2.6343 2022/11/27 02:31:48 - mmengine - INFO - Epoch(train) [9][4200/5005] lr: 9.8667e-02 eta: 7:23:27 time: 0.0499 data_time: 0.0093 memory: 947 loss: 2.8637 2022/11/27 02:31:53 - mmengine - INFO - Epoch(train) [9][4300/5005] lr: 9.8661e-02 eta: 7:23:22 time: 0.0520 data_time: 0.0010 memory: 947 loss: 2.8250 2022/11/27 02:31:57 - mmengine - INFO - Epoch(train) [9][4400/5005] lr: 9.8655e-02 eta: 7:23:14 time: 0.0431 data_time: 0.0022 memory: 947 loss: 3.0939 2022/11/27 02:32:02 - mmengine - INFO - Epoch(train) [9][4500/5005] lr: 9.8649e-02 eta: 7:23:10 time: 0.0456 data_time: 0.0009 memory: 947 loss: 2.7896 2022/11/27 02:32:07 - mmengine - INFO - Epoch(train) [9][4600/5005] lr: 9.8643e-02 eta: 7:23:09 time: 0.0477 data_time: 0.0009 memory: 947 loss: 2.7141 2022/11/27 02:32:12 - mmengine - INFO - Epoch(train) [9][4700/5005] lr: 9.8637e-02 eta: 7:23:01 time: 0.0451 data_time: 0.0046 memory: 947 loss: 2.9970 2022/11/27 02:32:17 - mmengine - INFO - Epoch(train) [9][4800/5005] lr: 9.8631e-02 eta: 7:22:55 time: 0.0501 data_time: 0.0023 memory: 947 loss: 2.4675 2022/11/27 02:32:22 - mmengine - INFO - Epoch(train) [9][4900/5005] lr: 9.8625e-02 eta: 7:22:55 time: 0.0532 data_time: 0.0009 memory: 947 loss: 2.7739 2022/11/27 02:32:25 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:32:27 - mmengine - INFO - Epoch(train) [9][5000/5005] lr: 9.8619e-02 eta: 7:22:52 time: 0.0504 data_time: 0.0171 memory: 947 loss: 2.7548 2022/11/27 02:32:27 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:32:27 - mmengine - INFO - Saving checkpoint at 9 epochs 2022/11/27 02:32:32 - mmengine - INFO - Epoch(val) [9][100/196] eta: 0:00:03 time: 0.0376 data_time: 0.0274 memory: 947 2022/11/27 02:32:44 - mmengine - INFO - Epoch(val) [9][196/196] accuracy/top1: 45.9060 accuracy/top5: 72.1160 2022/11/27 02:32:50 - mmengine - INFO - Epoch(train) [10][ 100/5005] lr: 9.8612e-02 eta: 7:22:52 time: 0.0501 data_time: 0.0010 memory: 947 loss: 2.8796 2022/11/27 02:32:54 - mmengine - INFO - Epoch(train) [10][ 200/5005] lr: 9.8606e-02 eta: 7:22:46 time: 0.0423 data_time: 0.0010 memory: 947 loss: 2.8032 2022/11/27 02:32:59 - mmengine - INFO - Epoch(train) [10][ 300/5005] lr: 9.8600e-02 eta: 7:22:41 time: 0.0446 data_time: 0.0011 memory: 947 loss: 2.6488 2022/11/27 02:33:04 - mmengine - INFO - Epoch(train) [10][ 400/5005] lr: 9.8594e-02 eta: 7:22:37 time: 0.0548 data_time: 0.0012 memory: 947 loss: 2.5799 2022/11/27 02:33:09 - mmengine - INFO - Epoch(train) [10][ 500/5005] lr: 9.8588e-02 eta: 7:22:33 time: 0.0440 data_time: 0.0009 memory: 947 loss: 2.6781 2022/11/27 02:33:14 - mmengine - INFO - Epoch(train) [10][ 600/5005] lr: 9.8582e-02 eta: 7:22:31 time: 0.0488 data_time: 0.0013 memory: 947 loss: 2.6606 2022/11/27 02:33:19 - mmengine - INFO - Epoch(train) [10][ 700/5005] lr: 9.8575e-02 eta: 7:22:29 time: 0.0563 data_time: 0.0009 memory: 947 loss: 2.6344 2022/11/27 02:33:24 - mmengine - INFO - Epoch(train) [10][ 800/5005] lr: 9.8569e-02 eta: 7:22:27 time: 0.0490 data_time: 0.0011 memory: 947 loss: 2.5591 2022/11/27 02:33:29 - mmengine - INFO - Epoch(train) [10][ 900/5005] lr: 9.8563e-02 eta: 7:22:23 time: 0.0469 data_time: 0.0009 memory: 947 loss: 2.7125 2022/11/27 02:33:32 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:33:34 - mmengine - INFO - Epoch(train) [10][1000/5005] lr: 9.8557e-02 eta: 7:22:19 time: 0.0480 data_time: 0.0009 memory: 947 loss: 2.5058 2022/11/27 02:33:39 - mmengine - INFO - Epoch(train) [10][1100/5005] lr: 9.8551e-02 eta: 7:22:16 time: 0.0513 data_time: 0.0027 memory: 947 loss: 2.6660 2022/11/27 02:33:44 - mmengine - INFO - Epoch(train) [10][1200/5005] lr: 9.8544e-02 eta: 7:22:12 time: 0.0442 data_time: 0.0018 memory: 947 loss: 2.5813 2022/11/27 02:33:48 - mmengine - INFO - Epoch(train) [10][1300/5005] lr: 9.8538e-02 eta: 7:22:07 time: 0.0448 data_time: 0.0012 memory: 947 loss: 2.5121 2022/11/27 02:33:54 - mmengine - INFO - Epoch(train) [10][1400/5005] lr: 9.8532e-02 eta: 7:22:07 time: 0.0416 data_time: 0.0010 memory: 947 loss: 2.9168 2022/11/27 02:33:58 - mmengine - INFO - Epoch(train) [10][1500/5005] lr: 9.8525e-02 eta: 7:22:04 time: 0.0533 data_time: 0.0009 memory: 947 loss: 2.8596 2022/11/27 02:34:03 - mmengine - INFO - Epoch(train) [10][1600/5005] lr: 9.8519e-02 eta: 7:21:58 time: 0.0551 data_time: 0.0010 memory: 947 loss: 2.5205 2022/11/27 02:34:08 - mmengine - INFO - Epoch(train) [10][1700/5005] lr: 9.8513e-02 eta: 7:21:52 time: 0.0513 data_time: 0.0012 memory: 947 loss: 2.6215 2022/11/27 02:34:13 - mmengine - INFO - Epoch(train) [10][1800/5005] lr: 9.8507e-02 eta: 7:21:44 time: 0.0432 data_time: 0.0011 memory: 947 loss: 2.4271 2022/11/27 02:34:18 - mmengine - INFO - Epoch(train) [10][1900/5005] lr: 9.8500e-02 eta: 7:21:43 time: 0.0424 data_time: 0.0010 memory: 947 loss: 2.7574 2022/11/27 02:34:20 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:34:23 - mmengine - INFO - Epoch(train) [10][2000/5005] lr: 9.8494e-02 eta: 7:21:39 time: 0.0448 data_time: 0.0025 memory: 947 loss: 2.9179 2022/11/27 02:34:27 - mmengine - INFO - Epoch(train) [10][2100/5005] lr: 9.8487e-02 eta: 7:21:34 time: 0.0477 data_time: 0.0054 memory: 947 loss: 2.5036 2022/11/27 02:34:32 - mmengine - INFO - Epoch(train) [10][2200/5005] lr: 9.8481e-02 eta: 7:21:27 time: 0.0442 data_time: 0.0012 memory: 947 loss: 2.6309 2022/11/27 02:34:37 - mmengine - INFO - Epoch(train) [10][2300/5005] lr: 9.8475e-02 eta: 7:21:22 time: 0.0422 data_time: 0.0011 memory: 947 loss: 2.7144 2022/11/27 02:34:41 - mmengine - INFO - Epoch(train) [10][2400/5005] lr: 9.8468e-02 eta: 7:21:17 time: 0.0436 data_time: 0.0013 memory: 947 loss: 2.6069 2022/11/27 02:34:46 - mmengine - INFO - Epoch(train) [10][2500/5005] lr: 9.8462e-02 eta: 7:21:11 time: 0.0483 data_time: 0.0009 memory: 947 loss: 2.7327 2022/11/27 02:34:51 - mmengine - INFO - Epoch(train) [10][2600/5005] lr: 9.8455e-02 eta: 7:21:07 time: 0.0488 data_time: 0.0020 memory: 947 loss: 2.7140 2022/11/27 02:34:56 - mmengine - INFO - Epoch(train) [10][2700/5005] lr: 9.8449e-02 eta: 7:21:02 time: 0.0543 data_time: 0.0011 memory: 947 loss: 2.7881 2022/11/27 02:35:01 - mmengine - INFO - Epoch(train) [10][2800/5005] lr: 9.8442e-02 eta: 7:20:56 time: 0.0453 data_time: 0.0012 memory: 947 loss: 2.9575 2022/11/27 02:35:05 - mmengine - INFO - Epoch(train) [10][2900/5005] lr: 9.8436e-02 eta: 7:20:52 time: 0.0562 data_time: 0.0178 memory: 947 loss: 2.7061 2022/11/27 02:35:08 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:35:10 - mmengine - INFO - Epoch(train) [10][3000/5005] lr: 9.8429e-02 eta: 7:20:46 time: 0.0534 data_time: 0.0011 memory: 947 loss: 2.7514 2022/11/27 02:35:15 - mmengine - INFO - Epoch(train) [10][3100/5005] lr: 9.8423e-02 eta: 7:20:41 time: 0.0429 data_time: 0.0010 memory: 947 loss: 2.5607 2022/11/27 02:35:20 - mmengine - INFO - Epoch(train) [10][3200/5005] lr: 9.8416e-02 eta: 7:20:37 time: 0.0446 data_time: 0.0012 memory: 947 loss: 2.7584 2022/11/27 02:35:25 - mmengine - INFO - Epoch(train) [10][3300/5005] lr: 9.8410e-02 eta: 7:20:33 time: 0.0453 data_time: 0.0011 memory: 947 loss: 2.5643 2022/11/27 02:35:30 - mmengine - INFO - Epoch(train) [10][3400/5005] lr: 9.8403e-02 eta: 7:20:32 time: 0.0565 data_time: 0.0010 memory: 947 loss: 2.8045 2022/11/27 02:35:35 - mmengine - INFO - Epoch(train) [10][3500/5005] lr: 9.8397e-02 eta: 7:20:27 time: 0.0487 data_time: 0.0013 memory: 947 loss: 2.7368 2022/11/27 02:35:40 - mmengine - INFO - Epoch(train) [10][3600/5005] lr: 9.8390e-02 eta: 7:20:25 time: 0.0557 data_time: 0.0010 memory: 947 loss: 2.7859 2022/11/27 02:35:45 - mmengine - INFO - Epoch(train) [10][3700/5005] lr: 9.8384e-02 eta: 7:20:23 time: 0.0531 data_time: 0.0009 memory: 947 loss: 2.7567 2022/11/27 02:35:50 - mmengine - INFO - Epoch(train) [10][3800/5005] lr: 9.8377e-02 eta: 7:20:19 time: 0.0622 data_time: 0.0010 memory: 947 loss: 2.5892 2022/11/27 02:35:54 - mmengine - INFO - Epoch(train) [10][3900/5005] lr: 9.8370e-02 eta: 7:20:15 time: 0.0458 data_time: 0.0009 memory: 947 loss: 2.6556 2022/11/27 02:35:57 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:36:00 - mmengine - INFO - Epoch(train) [10][4000/5005] lr: 9.8364e-02 eta: 7:20:13 time: 0.0538 data_time: 0.0011 memory: 947 loss: 2.7600 2022/11/27 02:36:04 - mmengine - INFO - Epoch(train) [10][4100/5005] lr: 9.8357e-02 eta: 7:20:08 time: 0.0521 data_time: 0.0010 memory: 947 loss: 2.6999 2022/11/27 02:36:09 - mmengine - INFO - Epoch(train) [10][4200/5005] lr: 9.8350e-02 eta: 7:20:05 time: 0.0421 data_time: 0.0010 memory: 947 loss: 2.9488 2022/11/27 02:36:14 - mmengine - INFO - Epoch(train) [10][4300/5005] lr: 9.8344e-02 eta: 7:20:03 time: 0.0511 data_time: 0.0116 memory: 947 loss: 2.5692 2022/11/27 02:36:19 - mmengine - INFO - Epoch(train) [10][4400/5005] lr: 9.8337e-02 eta: 7:19:59 time: 0.0430 data_time: 0.0012 memory: 947 loss: 2.9522 2022/11/27 02:36:24 - mmengine - INFO - Epoch(train) [10][4500/5005] lr: 9.8330e-02 eta: 7:19:53 time: 0.0466 data_time: 0.0010 memory: 947 loss: 2.5756 2022/11/27 02:36:28 - mmengine - INFO - Epoch(train) [10][4600/5005] lr: 9.8324e-02 eta: 7:19:45 time: 0.0442 data_time: 0.0013 memory: 947 loss: 2.6527 2022/11/27 02:36:34 - mmengine - INFO - Epoch(train) [10][4700/5005] lr: 9.8317e-02 eta: 7:19:44 time: 0.0485 data_time: 0.0030 memory: 947 loss: 2.7609 2022/11/27 02:36:38 - mmengine - INFO - Epoch(train) [10][4800/5005] lr: 9.8310e-02 eta: 7:19:38 time: 0.0449 data_time: 0.0010 memory: 947 loss: 2.6834 2022/11/27 02:36:43 - mmengine - INFO - Epoch(train) [10][4900/5005] lr: 9.8303e-02 eta: 7:19:34 time: 0.0526 data_time: 0.0009 memory: 947 loss: 2.6181 2022/11/27 02:36:46 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:36:48 - mmengine - INFO - Epoch(train) [10][5000/5005] lr: 9.8297e-02 eta: 7:19:29 time: 0.0414 data_time: 0.0015 memory: 947 loss: 2.6896 2022/11/27 02:36:48 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:36:48 - mmengine - INFO - Saving checkpoint at 10 epochs 2022/11/27 02:36:52 - mmengine - INFO - Epoch(val) [10][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0251 memory: 947 2022/11/27 02:37:05 - mmengine - INFO - Epoch(val) [10][196/196] accuracy/top1: 46.5400 accuracy/top5: 72.5160 2022/11/27 02:37:11 - mmengine - INFO - Epoch(train) [11][ 100/5005] lr: 9.8290e-02 eta: 7:19:26 time: 0.0458 data_time: 0.0010 memory: 947 loss: 2.5896 2022/11/27 02:37:16 - mmengine - INFO - Epoch(train) [11][ 200/5005] lr: 9.8283e-02 eta: 7:19:24 time: 0.0546 data_time: 0.0009 memory: 947 loss: 2.7042 2022/11/27 02:37:20 - mmengine - INFO - Epoch(train) [11][ 300/5005] lr: 9.8276e-02 eta: 7:19:18 time: 0.0572 data_time: 0.0063 memory: 947 loss: 2.7194 2022/11/27 02:37:25 - mmengine - INFO - Epoch(train) [11][ 400/5005] lr: 9.8269e-02 eta: 7:19:13 time: 0.0540 data_time: 0.0010 memory: 947 loss: 2.5733 2022/11/27 02:37:30 - mmengine - INFO - Epoch(train) [11][ 500/5005] lr: 9.8262e-02 eta: 7:19:08 time: 0.0478 data_time: 0.0012 memory: 947 loss: 2.8644 2022/11/27 02:37:35 - mmengine - INFO - Epoch(train) [11][ 600/5005] lr: 9.8256e-02 eta: 7:19:08 time: 0.0868 data_time: 0.0009 memory: 947 loss: 2.7965 2022/11/27 02:37:40 - mmengine - INFO - Epoch(train) [11][ 700/5005] lr: 9.8249e-02 eta: 7:19:04 time: 0.0450 data_time: 0.0011 memory: 947 loss: 2.8124 2022/11/27 02:37:45 - mmengine - INFO - Epoch(train) [11][ 800/5005] lr: 9.8242e-02 eta: 7:18:58 time: 0.0498 data_time: 0.0061 memory: 947 loss: 2.6947 2022/11/27 02:37:50 - mmengine - INFO - Epoch(train) [11][ 900/5005] lr: 9.8235e-02 eta: 7:18:54 time: 0.0603 data_time: 0.0123 memory: 947 loss: 2.6756 2022/11/27 02:37:52 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:37:54 - mmengine - INFO - Epoch(train) [11][1000/5005] lr: 9.8228e-02 eta: 7:18:48 time: 0.0401 data_time: 0.0009 memory: 947 loss: 2.8898 2022/11/27 02:37:59 - mmengine - INFO - Epoch(train) [11][1100/5005] lr: 9.8221e-02 eta: 7:18:42 time: 0.0438 data_time: 0.0009 memory: 947 loss: 2.7061 2022/11/27 02:38:04 - mmengine - INFO - Epoch(train) [11][1200/5005] lr: 9.8214e-02 eta: 7:18:38 time: 0.0576 data_time: 0.0009 memory: 947 loss: 2.7033 2022/11/27 02:38:09 - mmengine - INFO - Epoch(train) [11][1300/5005] lr: 9.8207e-02 eta: 7:18:35 time: 0.0544 data_time: 0.0009 memory: 947 loss: 2.7223 2022/11/27 02:38:14 - mmengine - INFO - Epoch(train) [11][1400/5005] lr: 9.8200e-02 eta: 7:18:31 time: 0.0466 data_time: 0.0010 memory: 947 loss: 2.6634 2022/11/27 02:38:19 - mmengine - INFO - Epoch(train) [11][1500/5005] lr: 9.8193e-02 eta: 7:18:28 time: 0.0437 data_time: 0.0010 memory: 947 loss: 2.7375 2022/11/27 02:38:24 - mmengine - INFO - Epoch(train) [11][1600/5005] lr: 9.8186e-02 eta: 7:18:25 time: 0.0433 data_time: 0.0010 memory: 947 loss: 2.6131 2022/11/27 02:38:29 - mmengine - INFO - Epoch(train) [11][1700/5005] lr: 9.8179e-02 eta: 7:18:23 time: 0.0426 data_time: 0.0009 memory: 947 loss: 2.6466 2022/11/27 02:38:34 - mmengine - INFO - Epoch(train) [11][1800/5005] lr: 9.8172e-02 eta: 7:18:17 time: 0.0430 data_time: 0.0013 memory: 947 loss: 2.5203 2022/11/27 02:38:38 - mmengine - INFO - Epoch(train) [11][1900/5005] lr: 9.8165e-02 eta: 7:18:10 time: 0.0413 data_time: 0.0017 memory: 947 loss: 2.6117 2022/11/27 02:38:41 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:38:43 - mmengine - INFO - Epoch(train) [11][2000/5005] lr: 9.8158e-02 eta: 7:18:06 time: 0.0475 data_time: 0.0090 memory: 947 loss: 2.5359 2022/11/27 02:38:48 - mmengine - INFO - Epoch(train) [11][2100/5005] lr: 9.8151e-02 eta: 7:18:05 time: 0.0522 data_time: 0.0035 memory: 947 loss: 2.6957 2022/11/27 02:38:53 - mmengine - INFO - Epoch(train) [11][2200/5005] lr: 9.8144e-02 eta: 7:18:01 time: 0.0406 data_time: 0.0011 memory: 947 loss: 2.7528 2022/11/27 02:38:58 - mmengine - INFO - Epoch(train) [11][2300/5005] lr: 9.8137e-02 eta: 7:17:57 time: 0.0454 data_time: 0.0011 memory: 947 loss: 2.6816 2022/11/27 02:39:03 - mmengine - INFO - Epoch(train) [11][2400/5005] lr: 9.8130e-02 eta: 7:17:52 time: 0.0417 data_time: 0.0010 memory: 947 loss: 2.6078 2022/11/27 02:39:08 - mmengine - INFO - Epoch(train) [11][2500/5005] lr: 9.8123e-02 eta: 7:17:52 time: 0.0520 data_time: 0.0093 memory: 947 loss: 2.9780 2022/11/27 02:39:13 - mmengine - INFO - Epoch(train) [11][2600/5005] lr: 9.8116e-02 eta: 7:17:47 time: 0.0514 data_time: 0.0010 memory: 947 loss: 2.7529 2022/11/27 02:39:18 - mmengine - INFO - Epoch(train) [11][2700/5005] lr: 9.8109e-02 eta: 7:17:46 time: 0.0527 data_time: 0.0012 memory: 947 loss: 2.9183 2022/11/27 02:39:23 - mmengine - INFO - Epoch(train) [11][2800/5005] lr: 9.8102e-02 eta: 7:17:41 time: 0.0519 data_time: 0.0014 memory: 947 loss: 2.6549 2022/11/27 02:39:28 - mmengine - INFO - Epoch(train) [11][2900/5005] lr: 9.8095e-02 eta: 7:17:36 time: 0.0423 data_time: 0.0013 memory: 947 loss: 2.7807 2022/11/27 02:39:30 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:39:32 - mmengine - INFO - Epoch(train) [11][3000/5005] lr: 9.8087e-02 eta: 7:17:31 time: 0.0435 data_time: 0.0010 memory: 947 loss: 2.3641 2022/11/27 02:39:37 - mmengine - INFO - Epoch(train) [11][3100/5005] lr: 9.8080e-02 eta: 7:17:25 time: 0.0494 data_time: 0.0011 memory: 947 loss: 2.4670 2022/11/27 02:39:42 - mmengine - INFO - Epoch(train) [11][3200/5005] lr: 9.8073e-02 eta: 7:17:20 time: 0.0499 data_time: 0.0011 memory: 947 loss: 2.5449 2022/11/27 02:39:47 - mmengine - INFO - Epoch(train) [11][3300/5005] lr: 9.8066e-02 eta: 7:17:17 time: 0.0638 data_time: 0.0009 memory: 947 loss: 2.5891 2022/11/27 02:39:52 - mmengine - INFO - Epoch(train) [11][3400/5005] lr: 9.8059e-02 eta: 7:17:11 time: 0.0488 data_time: 0.0009 memory: 947 loss: 2.8418 2022/11/27 02:39:56 - mmengine - INFO - Epoch(train) [11][3500/5005] lr: 9.8051e-02 eta: 7:17:06 time: 0.0413 data_time: 0.0010 memory: 947 loss: 2.4840 2022/11/27 02:40:01 - mmengine - INFO - Epoch(train) [11][3600/5005] lr: 9.8044e-02 eta: 7:17:03 time: 0.0489 data_time: 0.0012 memory: 947 loss: 2.7591 2022/11/27 02:40:06 - mmengine - INFO - Epoch(train) [11][3700/5005] lr: 9.8037e-02 eta: 7:17:00 time: 0.0488 data_time: 0.0011 memory: 947 loss: 2.5749 2022/11/27 02:40:11 - mmengine - INFO - Epoch(train) [11][3800/5005] lr: 9.8030e-02 eta: 7:16:57 time: 0.0470 data_time: 0.0095 memory: 947 loss: 2.7134 2022/11/27 02:40:16 - mmengine - INFO - Epoch(train) [11][3900/5005] lr: 9.8022e-02 eta: 7:16:54 time: 0.0511 data_time: 0.0011 memory: 947 loss: 2.5640 2022/11/27 02:40:19 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:40:21 - mmengine - INFO - Epoch(train) [11][4000/5005] lr: 9.8015e-02 eta: 7:16:47 time: 0.0471 data_time: 0.0036 memory: 947 loss: 2.6731 2022/11/27 02:40:26 - mmengine - INFO - Epoch(train) [11][4100/5005] lr: 9.8008e-02 eta: 7:16:44 time: 0.0546 data_time: 0.0010 memory: 947 loss: 2.7500 2022/11/27 02:40:31 - mmengine - INFO - Epoch(train) [11][4200/5005] lr: 9.8000e-02 eta: 7:16:42 time: 0.0442 data_time: 0.0013 memory: 947 loss: 2.6399 2022/11/27 02:40:36 - mmengine - INFO - Epoch(train) [11][4300/5005] lr: 9.7993e-02 eta: 7:16:39 time: 0.0421 data_time: 0.0012 memory: 947 loss: 2.6169 2022/11/27 02:40:41 - mmengine - INFO - Epoch(train) [11][4400/5005] lr: 9.7986e-02 eta: 7:16:37 time: 0.0500 data_time: 0.0009 memory: 947 loss: 2.6779 2022/11/27 02:40:46 - mmengine - INFO - Epoch(train) [11][4500/5005] lr: 9.7978e-02 eta: 7:16:32 time: 0.0457 data_time: 0.0012 memory: 947 loss: 2.4428 2022/11/27 02:40:51 - mmengine - INFO - Epoch(train) [11][4600/5005] lr: 9.7971e-02 eta: 7:16:30 time: 0.0490 data_time: 0.0047 memory: 947 loss: 2.7291 2022/11/27 02:40:56 - mmengine - INFO - Epoch(train) [11][4700/5005] lr: 9.7964e-02 eta: 7:16:26 time: 0.0482 data_time: 0.0046 memory: 947 loss: 2.8250 2022/11/27 02:41:01 - mmengine - INFO - Epoch(train) [11][4800/5005] lr: 9.7956e-02 eta: 7:16:24 time: 0.0535 data_time: 0.0011 memory: 947 loss: 2.5304 2022/11/27 02:41:06 - mmengine - INFO - Epoch(train) [11][4900/5005] lr: 9.7949e-02 eta: 7:16:18 time: 0.0451 data_time: 0.0010 memory: 947 loss: 2.6566 2022/11/27 02:41:08 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:41:11 - mmengine - INFO - Epoch(train) [11][5000/5005] lr: 9.7941e-02 eta: 7:16:14 time: 0.0459 data_time: 0.0025 memory: 947 loss: 2.6975 2022/11/27 02:41:11 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:41:11 - mmengine - INFO - Saving checkpoint at 11 epochs 2022/11/27 02:41:15 - mmengine - INFO - Epoch(val) [11][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0256 memory: 947 2022/11/27 02:41:28 - mmengine - INFO - Epoch(val) [11][196/196] accuracy/top1: 45.9760 accuracy/top5: 72.1020 2022/11/27 02:41:33 - mmengine - INFO - Epoch(train) [12][ 100/5005] lr: 9.7934e-02 eta: 7:16:12 time: 0.0455 data_time: 0.0013 memory: 947 loss: 2.6778 2022/11/27 02:41:38 - mmengine - INFO - Epoch(train) [12][ 200/5005] lr: 9.7926e-02 eta: 7:16:07 time: 0.0468 data_time: 0.0036 memory: 947 loss: 2.6404 2022/11/27 02:41:43 - mmengine - INFO - Epoch(train) [12][ 300/5005] lr: 9.7919e-02 eta: 7:16:06 time: 0.0530 data_time: 0.0011 memory: 947 loss: 2.4728 2022/11/27 02:41:48 - mmengine - INFO - Epoch(train) [12][ 400/5005] lr: 9.7911e-02 eta: 7:16:01 time: 0.0565 data_time: 0.0084 memory: 947 loss: 2.7656 2022/11/27 02:41:53 - mmengine - INFO - Epoch(train) [12][ 500/5005] lr: 9.7904e-02 eta: 7:15:55 time: 0.0454 data_time: 0.0013 memory: 947 loss: 2.8254 2022/11/27 02:41:58 - mmengine - INFO - Epoch(train) [12][ 600/5005] lr: 9.7896e-02 eta: 7:15:51 time: 0.0400 data_time: 0.0010 memory: 947 loss: 2.5830 2022/11/27 02:42:03 - mmengine - INFO - Epoch(train) [12][ 700/5005] lr: 9.7889e-02 eta: 7:15:47 time: 0.0549 data_time: 0.0011 memory: 947 loss: 2.5709 2022/11/27 02:42:07 - mmengine - INFO - Epoch(train) [12][ 800/5005] lr: 9.7881e-02 eta: 7:15:41 time: 0.0463 data_time: 0.0019 memory: 947 loss: 2.6478 2022/11/27 02:42:12 - mmengine - INFO - Epoch(train) [12][ 900/5005] lr: 9.7874e-02 eta: 7:15:37 time: 0.0464 data_time: 0.0010 memory: 947 loss: 2.5903 2022/11/27 02:42:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:42:17 - mmengine - INFO - Epoch(train) [12][1000/5005] lr: 9.7866e-02 eta: 7:15:32 time: 0.0486 data_time: 0.0011 memory: 947 loss: 2.5586 2022/11/27 02:42:22 - mmengine - INFO - Epoch(train) [12][1100/5005] lr: 9.7859e-02 eta: 7:15:27 time: 0.0418 data_time: 0.0010 memory: 947 loss: 2.8084 2022/11/27 02:42:27 - mmengine - INFO - Epoch(train) [12][1200/5005] lr: 9.7851e-02 eta: 7:15:22 time: 0.0467 data_time: 0.0010 memory: 947 loss: 2.5994 2022/11/27 02:42:31 - mmengine - INFO - Epoch(train) [12][1300/5005] lr: 9.7843e-02 eta: 7:15:15 time: 0.0429 data_time: 0.0012 memory: 947 loss: 2.6174 2022/11/27 02:42:36 - mmengine - INFO - Epoch(train) [12][1400/5005] lr: 9.7836e-02 eta: 7:15:12 time: 0.0457 data_time: 0.0012 memory: 947 loss: 2.9711 2022/11/27 02:42:41 - mmengine - INFO - Epoch(train) [12][1500/5005] lr: 9.7828e-02 eta: 7:15:06 time: 0.0439 data_time: 0.0013 memory: 947 loss: 2.7045 2022/11/27 02:42:46 - mmengine - INFO - Epoch(train) [12][1600/5005] lr: 9.7821e-02 eta: 7:15:03 time: 0.0464 data_time: 0.0010 memory: 947 loss: 2.7714 2022/11/27 02:42:51 - mmengine - INFO - Epoch(train) [12][1700/5005] lr: 9.7813e-02 eta: 7:14:58 time: 0.0496 data_time: 0.0009 memory: 947 loss: 2.5194 2022/11/27 02:42:56 - mmengine - INFO - Epoch(train) [12][1800/5005] lr: 9.7805e-02 eta: 7:14:54 time: 0.0498 data_time: 0.0012 memory: 947 loss: 2.5801 2022/11/27 02:43:01 - mmengine - INFO - Epoch(train) [12][1900/5005] lr: 9.7798e-02 eta: 7:14:51 time: 0.0477 data_time: 0.0010 memory: 947 loss: 2.7621 2022/11/27 02:43:03 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:43:06 - mmengine - INFO - Epoch(train) [12][2000/5005] lr: 9.7790e-02 eta: 7:14:47 time: 0.0514 data_time: 0.0011 memory: 947 loss: 2.5467 2022/11/27 02:43:11 - mmengine - INFO - Epoch(train) [12][2100/5005] lr: 9.7782e-02 eta: 7:14:43 time: 0.0508 data_time: 0.0012 memory: 947 loss: 2.4441 2022/11/27 02:43:15 - mmengine - INFO - Epoch(train) [12][2200/5005] lr: 9.7774e-02 eta: 7:14:35 time: 0.0419 data_time: 0.0011 memory: 947 loss: 2.7122 2022/11/27 02:43:20 - mmengine - INFO - Epoch(train) [12][2300/5005] lr: 9.7767e-02 eta: 7:14:31 time: 0.0427 data_time: 0.0022 memory: 947 loss: 2.5684 2022/11/27 02:43:25 - mmengine - INFO - Epoch(train) [12][2400/5005] lr: 9.7759e-02 eta: 7:14:24 time: 0.0456 data_time: 0.0037 memory: 947 loss: 2.5458 2022/11/27 02:43:29 - mmengine - INFO - Epoch(train) [12][2500/5005] lr: 9.7751e-02 eta: 7:14:19 time: 0.0452 data_time: 0.0013 memory: 947 loss: 2.6719 2022/11/27 02:43:34 - mmengine - INFO - Epoch(train) [12][2600/5005] lr: 9.7744e-02 eta: 7:14:14 time: 0.0474 data_time: 0.0009 memory: 947 loss: 2.7231 2022/11/27 02:43:39 - mmengine - INFO - Epoch(train) [12][2700/5005] lr: 9.7736e-02 eta: 7:14:08 time: 0.0480 data_time: 0.0012 memory: 947 loss: 2.7599 2022/11/27 02:43:44 - mmengine - INFO - Epoch(train) [12][2800/5005] lr: 9.7728e-02 eta: 7:14:01 time: 0.0414 data_time: 0.0021 memory: 947 loss: 2.8998 2022/11/27 02:43:48 - mmengine - INFO - Epoch(train) [12][2900/5005] lr: 9.7720e-02 eta: 7:13:54 time: 0.0438 data_time: 0.0011 memory: 947 loss: 2.6709 2022/11/27 02:43:50 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:43:53 - mmengine - INFO - Epoch(train) [12][3000/5005] lr: 9.7712e-02 eta: 7:13:49 time: 0.0447 data_time: 0.0013 memory: 947 loss: 2.4765 2022/11/27 02:43:58 - mmengine - INFO - Epoch(train) [12][3100/5005] lr: 9.7705e-02 eta: 7:13:42 time: 0.0443 data_time: 0.0011 memory: 947 loss: 2.6433 2022/11/27 02:44:02 - mmengine - INFO - Epoch(train) [12][3200/5005] lr: 9.7697e-02 eta: 7:13:36 time: 0.0439 data_time: 0.0012 memory: 947 loss: 2.4761 2022/11/27 02:44:07 - mmengine - INFO - Epoch(train) [12][3300/5005] lr: 9.7689e-02 eta: 7:13:28 time: 0.0414 data_time: 0.0011 memory: 947 loss: 2.7814 2022/11/27 02:44:12 - mmengine - INFO - Epoch(train) [12][3400/5005] lr: 9.7681e-02 eta: 7:13:23 time: 0.0434 data_time: 0.0009 memory: 947 loss: 2.5713 2022/11/27 02:44:16 - mmengine - INFO - Epoch(train) [12][3500/5005] lr: 9.7673e-02 eta: 7:13:16 time: 0.0437 data_time: 0.0009 memory: 947 loss: 2.6586 2022/11/27 02:44:21 - mmengine - INFO - Epoch(train) [12][3600/5005] lr: 9.7665e-02 eta: 7:13:11 time: 0.0405 data_time: 0.0010 memory: 947 loss: 2.6564 2022/11/27 02:44:26 - mmengine - INFO - Epoch(train) [12][3700/5005] lr: 9.7657e-02 eta: 7:13:11 time: 0.0403 data_time: 0.0009 memory: 947 loss: 2.9377 2022/11/27 02:44:31 - mmengine - INFO - Epoch(train) [12][3800/5005] lr: 9.7649e-02 eta: 7:13:07 time: 0.0568 data_time: 0.0011 memory: 947 loss: 2.8283 2022/11/27 02:44:36 - mmengine - INFO - Epoch(train) [12][3900/5005] lr: 9.7641e-02 eta: 7:13:01 time: 0.0501 data_time: 0.0081 memory: 947 loss: 2.7340 2022/11/27 02:44:38 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:44:41 - mmengine - INFO - Epoch(train) [12][4000/5005] lr: 9.7633e-02 eta: 7:12:59 time: 0.0434 data_time: 0.0010 memory: 947 loss: 2.3731 2022/11/27 02:44:46 - mmengine - INFO - Epoch(train) [12][4100/5005] lr: 9.7626e-02 eta: 7:12:55 time: 0.0468 data_time: 0.0012 memory: 947 loss: 2.5174 2022/11/27 02:44:51 - mmengine - INFO - Epoch(train) [12][4200/5005] lr: 9.7618e-02 eta: 7:12:50 time: 0.0427 data_time: 0.0009 memory: 947 loss: 2.7750 2022/11/27 02:44:56 - mmengine - INFO - Epoch(train) [12][4300/5005] lr: 9.7610e-02 eta: 7:12:46 time: 0.0490 data_time: 0.0066 memory: 947 loss: 2.5511 2022/11/27 02:45:01 - mmengine - INFO - Epoch(train) [12][4400/5005] lr: 9.7602e-02 eta: 7:12:47 time: 0.0489 data_time: 0.0034 memory: 947 loss: 2.5069 2022/11/27 02:45:06 - mmengine - INFO - Epoch(train) [12][4500/5005] lr: 9.7594e-02 eta: 7:12:48 time: 0.0483 data_time: 0.0010 memory: 947 loss: 2.6820 2022/11/27 02:45:11 - mmengine - INFO - Epoch(train) [12][4600/5005] lr: 9.7586e-02 eta: 7:12:43 time: 0.0448 data_time: 0.0012 memory: 947 loss: 2.2332 2022/11/27 02:45:16 - mmengine - INFO - Epoch(train) [12][4700/5005] lr: 9.7577e-02 eta: 7:12:41 time: 0.0609 data_time: 0.0220 memory: 947 loss: 2.4681 2022/11/27 02:45:21 - mmengine - INFO - Epoch(train) [12][4800/5005] lr: 9.7569e-02 eta: 7:12:37 time: 0.0632 data_time: 0.0010 memory: 947 loss: 2.6743 2022/11/27 02:45:26 - mmengine - INFO - Epoch(train) [12][4900/5005] lr: 9.7561e-02 eta: 7:12:35 time: 0.0525 data_time: 0.0101 memory: 947 loss: 2.7583 2022/11/27 02:45:29 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:45:31 - mmengine - INFO - Epoch(train) [12][5000/5005] lr: 9.7553e-02 eta: 7:12:29 time: 0.0477 data_time: 0.0017 memory: 947 loss: 2.5560 2022/11/27 02:45:31 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:45:31 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/11/27 02:45:36 - mmengine - INFO - Epoch(val) [12][100/196] eta: 0:00:03 time: 0.0388 data_time: 0.0287 memory: 947 2022/11/27 02:45:49 - mmengine - INFO - Epoch(val) [12][196/196] accuracy/top1: 45.7880 accuracy/top5: 71.7340 2022/11/27 02:45:54 - mmengine - INFO - Epoch(train) [13][ 100/5005] lr: 9.7545e-02 eta: 7:12:30 time: 0.0666 data_time: 0.0120 memory: 947 loss: 2.4183 2022/11/27 02:45:59 - mmengine - INFO - Epoch(train) [13][ 200/5005] lr: 9.7537e-02 eta: 7:12:26 time: 0.0467 data_time: 0.0035 memory: 947 loss: 2.6157 2022/11/27 02:46:04 - mmengine - INFO - Epoch(train) [13][ 300/5005] lr: 9.7529e-02 eta: 7:12:22 time: 0.0452 data_time: 0.0011 memory: 947 loss: 2.5553 2022/11/27 02:46:09 - mmengine - INFO - Epoch(train) [13][ 400/5005] lr: 9.7520e-02 eta: 7:12:19 time: 0.0468 data_time: 0.0030 memory: 947 loss: 2.4557 2022/11/27 02:46:14 - mmengine - INFO - Epoch(train) [13][ 500/5005] lr: 9.7512e-02 eta: 7:12:15 time: 0.0430 data_time: 0.0012 memory: 947 loss: 2.5360 2022/11/27 02:46:19 - mmengine - INFO - Epoch(train) [13][ 600/5005] lr: 9.7504e-02 eta: 7:12:10 time: 0.0442 data_time: 0.0013 memory: 947 loss: 2.6733 2022/11/27 02:46:24 - mmengine - INFO - Epoch(train) [13][ 700/5005] lr: 9.7496e-02 eta: 7:12:06 time: 0.0619 data_time: 0.0014 memory: 947 loss: 2.3746 2022/11/27 02:46:28 - mmengine - INFO - Epoch(train) [13][ 800/5005] lr: 9.7488e-02 eta: 7:12:01 time: 0.0626 data_time: 0.0010 memory: 947 loss: 2.8444 2022/11/27 02:46:34 - mmengine - INFO - Epoch(train) [13][ 900/5005] lr: 9.7480e-02 eta: 7:11:59 time: 0.0653 data_time: 0.0011 memory: 947 loss: 2.5918 2022/11/27 02:46:36 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:46:38 - mmengine - INFO - Epoch(train) [13][1000/5005] lr: 9.7471e-02 eta: 7:11:53 time: 0.0457 data_time: 0.0010 memory: 947 loss: 2.5256 2022/11/27 02:46:43 - mmengine - INFO - Epoch(train) [13][1100/5005] lr: 9.7463e-02 eta: 7:11:49 time: 0.0591 data_time: 0.0035 memory: 947 loss: 2.6650 2022/11/27 02:46:48 - mmengine - INFO - Epoch(train) [13][1200/5005] lr: 9.7455e-02 eta: 7:11:42 time: 0.0429 data_time: 0.0011 memory: 947 loss: 2.7360 2022/11/27 02:46:53 - mmengine - INFO - Epoch(train) [13][1300/5005] lr: 9.7447e-02 eta: 7:11:38 time: 0.0478 data_time: 0.0068 memory: 947 loss: 2.5224 2022/11/27 02:46:57 - mmengine - INFO - Epoch(train) [13][1400/5005] lr: 9.7438e-02 eta: 7:11:30 time: 0.0512 data_time: 0.0012 memory: 947 loss: 2.6500 2022/11/27 02:47:02 - mmengine - INFO - Epoch(train) [13][1500/5005] lr: 9.7430e-02 eta: 7:11:26 time: 0.0485 data_time: 0.0013 memory: 947 loss: 2.4589 2022/11/27 02:47:07 - mmengine - INFO - Epoch(train) [13][1600/5005] lr: 9.7422e-02 eta: 7:11:21 time: 0.0534 data_time: 0.0039 memory: 947 loss: 2.8573 2022/11/27 02:47:12 - mmengine - INFO - Epoch(train) [13][1700/5005] lr: 9.7414e-02 eta: 7:11:18 time: 0.0599 data_time: 0.0012 memory: 947 loss: 2.6089 2022/11/27 02:47:17 - mmengine - INFO - Epoch(train) [13][1800/5005] lr: 9.7405e-02 eta: 7:11:14 time: 0.0451 data_time: 0.0058 memory: 947 loss: 2.6125 2022/11/27 02:47:22 - mmengine - INFO - Epoch(train) [13][1900/5005] lr: 9.7397e-02 eta: 7:11:10 time: 0.0461 data_time: 0.0010 memory: 947 loss: 2.6129 2022/11/27 02:47:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:47:27 - mmengine - INFO - Epoch(train) [13][2000/5005] lr: 9.7389e-02 eta: 7:11:06 time: 0.0446 data_time: 0.0012 memory: 947 loss: 2.8737 2022/11/27 02:47:32 - mmengine - INFO - Epoch(train) [13][2100/5005] lr: 9.7380e-02 eta: 7:11:01 time: 0.0458 data_time: 0.0011 memory: 947 loss: 2.4771 2022/11/27 02:47:36 - mmengine - INFO - Epoch(train) [13][2200/5005] lr: 9.7372e-02 eta: 7:10:56 time: 0.0439 data_time: 0.0013 memory: 947 loss: 2.8013 2022/11/27 02:47:41 - mmengine - INFO - Epoch(train) [13][2300/5005] lr: 9.7364e-02 eta: 7:10:53 time: 0.0437 data_time: 0.0012 memory: 947 loss: 2.6203 2022/11/27 02:47:46 - mmengine - INFO - Epoch(train) [13][2400/5005] lr: 9.7355e-02 eta: 7:10:50 time: 0.0441 data_time: 0.0012 memory: 947 loss: 2.5386 2022/11/27 02:47:51 - mmengine - INFO - Epoch(train) [13][2500/5005] lr: 9.7347e-02 eta: 7:10:42 time: 0.0412 data_time: 0.0011 memory: 947 loss: 2.7276 2022/11/27 02:47:56 - mmengine - INFO - Epoch(train) [13][2600/5005] lr: 9.7338e-02 eta: 7:10:39 time: 0.0456 data_time: 0.0013 memory: 947 loss: 2.6059 2022/11/27 02:48:01 - mmengine - INFO - Epoch(train) [13][2700/5005] lr: 9.7330e-02 eta: 7:10:37 time: 0.0513 data_time: 0.0012 memory: 947 loss: 2.5860 2022/11/27 02:48:06 - mmengine - INFO - Epoch(train) [13][2800/5005] lr: 9.7322e-02 eta: 7:10:33 time: 0.0496 data_time: 0.0011 memory: 947 loss: 2.8054 2022/11/27 02:48:11 - mmengine - INFO - Epoch(train) [13][2900/5005] lr: 9.7313e-02 eta: 7:10:30 time: 0.0534 data_time: 0.0060 memory: 947 loss: 2.6322 2022/11/27 02:48:13 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:48:16 - mmengine - INFO - Epoch(train) [13][3000/5005] lr: 9.7305e-02 eta: 7:10:29 time: 0.0483 data_time: 0.0011 memory: 947 loss: 2.5379 2022/11/27 02:48:21 - mmengine - INFO - Epoch(train) [13][3100/5005] lr: 9.7296e-02 eta: 7:10:24 time: 0.0439 data_time: 0.0011 memory: 947 loss: 2.6417 2022/11/27 02:48:26 - mmengine - INFO - Epoch(train) [13][3200/5005] lr: 9.7288e-02 eta: 7:10:19 time: 0.0504 data_time: 0.0010 memory: 947 loss: 2.5895 2022/11/27 02:48:31 - mmengine - INFO - Epoch(train) [13][3300/5005] lr: 9.7279e-02 eta: 7:10:15 time: 0.0602 data_time: 0.0010 memory: 947 loss: 2.5571 2022/11/27 02:48:35 - mmengine - INFO - Epoch(train) [13][3400/5005] lr: 9.7271e-02 eta: 7:10:09 time: 0.0509 data_time: 0.0010 memory: 947 loss: 2.6777 2022/11/27 02:48:41 - mmengine - INFO - Epoch(train) [13][3500/5005] lr: 9.7262e-02 eta: 7:10:06 time: 0.0425 data_time: 0.0010 memory: 947 loss: 2.6803 2022/11/27 02:48:46 - mmengine - INFO - Epoch(train) [13][3600/5005] lr: 9.7254e-02 eta: 7:10:03 time: 0.0423 data_time: 0.0010 memory: 947 loss: 2.4076 2022/11/27 02:48:50 - mmengine - INFO - Epoch(train) [13][3700/5005] lr: 9.7245e-02 eta: 7:09:57 time: 0.0425 data_time: 0.0010 memory: 947 loss: 2.6625 2022/11/27 02:48:55 - mmengine - INFO - Epoch(train) [13][3800/5005] lr: 9.7236e-02 eta: 7:09:51 time: 0.0444 data_time: 0.0012 memory: 947 loss: 2.7453 2022/11/27 02:49:00 - mmengine - INFO - Epoch(train) [13][3900/5005] lr: 9.7228e-02 eta: 7:09:46 time: 0.0472 data_time: 0.0042 memory: 947 loss: 2.6966 2022/11/27 02:49:02 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:49:05 - mmengine - INFO - Epoch(train) [13][4000/5005] lr: 9.7219e-02 eta: 7:09:42 time: 0.0522 data_time: 0.0011 memory: 947 loss: 2.6152 2022/11/27 02:49:10 - mmengine - INFO - Epoch(train) [13][4100/5005] lr: 9.7211e-02 eta: 7:09:38 time: 0.0433 data_time: 0.0013 memory: 947 loss: 2.6496 2022/11/27 02:49:14 - mmengine - INFO - Epoch(train) [13][4200/5005] lr: 9.7202e-02 eta: 7:09:33 time: 0.0423 data_time: 0.0013 memory: 947 loss: 2.8005 2022/11/27 02:49:19 - mmengine - INFO - Epoch(train) [13][4300/5005] lr: 9.7193e-02 eta: 7:09:28 time: 0.0531 data_time: 0.0010 memory: 947 loss: 2.6880 2022/11/27 02:49:24 - mmengine - INFO - Epoch(train) [13][4400/5005] lr: 9.7185e-02 eta: 7:09:23 time: 0.0444 data_time: 0.0011 memory: 947 loss: 2.5021 2022/11/27 02:49:29 - mmengine - INFO - Epoch(train) [13][4500/5005] lr: 9.7176e-02 eta: 7:09:20 time: 0.0425 data_time: 0.0012 memory: 947 loss: 2.5867 2022/11/27 02:49:34 - mmengine - INFO - Epoch(train) [13][4600/5005] lr: 9.7167e-02 eta: 7:09:17 time: 0.0517 data_time: 0.0113 memory: 947 loss: 2.3463 2022/11/27 02:49:39 - mmengine - INFO - Epoch(train) [13][4700/5005] lr: 9.7159e-02 eta: 7:09:14 time: 0.0448 data_time: 0.0109 memory: 947 loss: 2.4463 2022/11/27 02:49:44 - mmengine - INFO - Epoch(train) [13][4800/5005] lr: 9.7150e-02 eta: 7:09:10 time: 0.0424 data_time: 0.0012 memory: 947 loss: 2.5218 2022/11/27 02:49:49 - mmengine - INFO - Epoch(train) [13][4900/5005] lr: 9.7141e-02 eta: 7:09:06 time: 0.0484 data_time: 0.0012 memory: 947 loss: 2.6282 2022/11/27 02:49:51 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:49:54 - mmengine - INFO - Epoch(train) [13][5000/5005] lr: 9.7133e-02 eta: 7:09:02 time: 0.0404 data_time: 0.0021 memory: 947 loss: 2.6468 2022/11/27 02:49:54 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:49:54 - mmengine - INFO - Saving checkpoint at 13 epochs 2022/11/27 02:49:59 - mmengine - INFO - Epoch(val) [13][100/196] eta: 0:00:03 time: 0.0382 data_time: 0.0284 memory: 947 2022/11/27 02:50:11 - mmengine - INFO - Epoch(val) [13][196/196] accuracy/top1: 46.1040 accuracy/top5: 72.0460 2022/11/27 02:50:17 - mmengine - INFO - Epoch(train) [14][ 100/5005] lr: 9.7123e-02 eta: 7:09:01 time: 0.0526 data_time: 0.0009 memory: 947 loss: 2.5156 2022/11/27 02:50:21 - mmengine - INFO - Epoch(train) [14][ 200/5005] lr: 9.7115e-02 eta: 7:08:55 time: 0.0454 data_time: 0.0011 memory: 947 loss: 2.6288 2022/11/27 02:50:26 - mmengine - INFO - Epoch(train) [14][ 300/5005] lr: 9.7106e-02 eta: 7:08:51 time: 0.0441 data_time: 0.0011 memory: 947 loss: 2.5570 2022/11/27 02:50:31 - mmengine - INFO - Epoch(train) [14][ 400/5005] lr: 9.7097e-02 eta: 7:08:45 time: 0.0403 data_time: 0.0011 memory: 947 loss: 2.3900 2022/11/27 02:50:36 - mmengine - INFO - Epoch(train) [14][ 500/5005] lr: 9.7088e-02 eta: 7:08:40 time: 0.0497 data_time: 0.0010 memory: 947 loss: 2.4639 2022/11/27 02:50:41 - mmengine - INFO - Epoch(train) [14][ 600/5005] lr: 9.7080e-02 eta: 7:08:35 time: 0.0466 data_time: 0.0028 memory: 947 loss: 2.4186 2022/11/27 02:50:45 - mmengine - INFO - Epoch(train) [14][ 700/5005] lr: 9.7071e-02 eta: 7:08:26 time: 0.0473 data_time: 0.0010 memory: 947 loss: 2.3938 2022/11/27 02:50:49 - mmengine - INFO - Epoch(train) [14][ 800/5005] lr: 9.7062e-02 eta: 7:08:18 time: 0.0402 data_time: 0.0010 memory: 947 loss: 2.6044 2022/11/27 02:50:54 - mmengine - INFO - Epoch(train) [14][ 900/5005] lr: 9.7053e-02 eta: 7:08:13 time: 0.0487 data_time: 0.0010 memory: 947 loss: 2.6073 2022/11/27 02:50:56 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:50:59 - mmengine - INFO - Epoch(train) [14][1000/5005] lr: 9.7044e-02 eta: 7:08:08 time: 0.0459 data_time: 0.0050 memory: 947 loss: 2.5849 2022/11/27 02:51:04 - mmengine - INFO - Epoch(train) [14][1100/5005] lr: 9.7035e-02 eta: 7:08:06 time: 0.0520 data_time: 0.0009 memory: 947 loss: 2.5219 2022/11/27 02:51:09 - mmengine - INFO - Epoch(train) [14][1200/5005] lr: 9.7026e-02 eta: 7:07:59 time: 0.0389 data_time: 0.0009 memory: 947 loss: 2.5072 2022/11/27 02:51:14 - mmengine - INFO - Epoch(train) [14][1300/5005] lr: 9.7018e-02 eta: 7:07:55 time: 0.0400 data_time: 0.0011 memory: 947 loss: 2.4818 2022/11/27 02:51:18 - mmengine - INFO - Epoch(train) [14][1400/5005] lr: 9.7009e-02 eta: 7:07:50 time: 0.0487 data_time: 0.0013 memory: 947 loss: 2.6044 2022/11/27 02:51:23 - mmengine - INFO - Epoch(train) [14][1500/5005] lr: 9.7000e-02 eta: 7:07:47 time: 0.0468 data_time: 0.0012 memory: 947 loss: 2.4636 2022/11/27 02:51:28 - mmengine - INFO - Epoch(train) [14][1600/5005] lr: 9.6991e-02 eta: 7:07:42 time: 0.0499 data_time: 0.0011 memory: 947 loss: 2.7245 2022/11/27 02:51:33 - mmengine - INFO - Epoch(train) [14][1700/5005] lr: 9.6982e-02 eta: 7:07:36 time: 0.0510 data_time: 0.0111 memory: 947 loss: 2.4329 2022/11/27 02:51:38 - mmengine - INFO - Epoch(train) [14][1800/5005] lr: 9.6973e-02 eta: 7:07:32 time: 0.0512 data_time: 0.0044 memory: 947 loss: 2.3690 2022/11/27 02:51:43 - mmengine - INFO - Epoch(train) [14][1900/5005] lr: 9.6964e-02 eta: 7:07:28 time: 0.0666 data_time: 0.0010 memory: 947 loss: 2.5585 2022/11/27 02:51:45 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:51:48 - mmengine - INFO - Epoch(train) [14][2000/5005] lr: 9.6955e-02 eta: 7:07:24 time: 0.0465 data_time: 0.0010 memory: 947 loss: 2.3579 2022/11/27 02:51:52 - mmengine - INFO - Epoch(train) [14][2100/5005] lr: 9.6946e-02 eta: 7:07:18 time: 0.0410 data_time: 0.0010 memory: 947 loss: 2.8819 2022/11/27 02:51:57 - mmengine - INFO - Epoch(train) [14][2200/5005] lr: 9.6937e-02 eta: 7:07:15 time: 0.0464 data_time: 0.0012 memory: 947 loss: 2.4682 2022/11/27 02:52:02 - mmengine - INFO - Epoch(train) [14][2300/5005] lr: 9.6928e-02 eta: 7:07:11 time: 0.0454 data_time: 0.0014 memory: 947 loss: 2.5079 2022/11/27 02:52:07 - mmengine - INFO - Epoch(train) [14][2400/5005] lr: 9.6919e-02 eta: 7:07:07 time: 0.0529 data_time: 0.0032 memory: 947 loss: 2.5386 2022/11/27 02:52:12 - mmengine - INFO - Epoch(train) [14][2500/5005] lr: 9.6910e-02 eta: 7:07:01 time: 0.0425 data_time: 0.0013 memory: 947 loss: 2.4089 2022/11/27 02:52:17 - mmengine - INFO - Epoch(train) [14][2600/5005] lr: 9.6901e-02 eta: 7:06:57 time: 0.0649 data_time: 0.0010 memory: 947 loss: 2.5579 2022/11/27 02:52:22 - mmengine - INFO - Epoch(train) [14][2700/5005] lr: 9.6892e-02 eta: 7:06:53 time: 0.0376 data_time: 0.0012 memory: 947 loss: 2.5593 2022/11/27 02:52:27 - mmengine - INFO - Epoch(train) [14][2800/5005] lr: 9.6883e-02 eta: 7:06:49 time: 0.0511 data_time: 0.0053 memory: 947 loss: 2.7550 2022/11/27 02:52:32 - mmengine - INFO - Epoch(train) [14][2900/5005] lr: 9.6874e-02 eta: 7:06:44 time: 0.0434 data_time: 0.0010 memory: 947 loss: 2.6456 2022/11/27 02:52:34 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:52:37 - mmengine - INFO - Epoch(train) [14][3000/5005] lr: 9.6864e-02 eta: 7:06:39 time: 0.0433 data_time: 0.0017 memory: 947 loss: 2.7250 2022/11/27 02:52:42 - mmengine - INFO - Epoch(train) [14][3100/5005] lr: 9.6855e-02 eta: 7:06:35 time: 0.0417 data_time: 0.0013 memory: 947 loss: 2.6662 2022/11/27 02:52:46 - mmengine - INFO - Epoch(train) [14][3200/5005] lr: 9.6846e-02 eta: 7:06:31 time: 0.0521 data_time: 0.0011 memory: 947 loss: 2.8154 2022/11/27 02:52:52 - mmengine - INFO - Epoch(train) [14][3300/5005] lr: 9.6837e-02 eta: 7:06:29 time: 0.0636 data_time: 0.0010 memory: 947 loss: 2.5391 2022/11/27 02:52:56 - mmengine - INFO - Epoch(train) [14][3400/5005] lr: 9.6828e-02 eta: 7:06:23 time: 0.0428 data_time: 0.0011 memory: 947 loss: 2.5521 2022/11/27 02:53:01 - mmengine - INFO - Epoch(train) [14][3500/5005] lr: 9.6819e-02 eta: 7:06:19 time: 0.0435 data_time: 0.0014 memory: 947 loss: 2.5950 2022/11/27 02:53:06 - mmengine - INFO - Epoch(train) [14][3600/5005] lr: 9.6810e-02 eta: 7:06:15 time: 0.0505 data_time: 0.0010 memory: 947 loss: 2.6663 2022/11/27 02:53:11 - mmengine - INFO - Epoch(train) [14][3700/5005] lr: 9.6800e-02 eta: 7:06:10 time: 0.0473 data_time: 0.0011 memory: 947 loss: 2.6879 2022/11/27 02:53:16 - mmengine - INFO - Epoch(train) [14][3800/5005] lr: 9.6791e-02 eta: 7:06:06 time: 0.0507 data_time: 0.0011 memory: 947 loss: 2.7049 2022/11/27 02:53:21 - mmengine - INFO - Epoch(train) [14][3900/5005] lr: 9.6782e-02 eta: 7:06:00 time: 0.0437 data_time: 0.0039 memory: 947 loss: 2.1964 2022/11/27 02:53:23 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:53:26 - mmengine - INFO - Epoch(train) [14][4000/5005] lr: 9.6773e-02 eta: 7:05:57 time: 0.0455 data_time: 0.0072 memory: 947 loss: 2.6078 2022/11/27 02:53:31 - mmengine - INFO - Epoch(train) [14][4100/5005] lr: 9.6763e-02 eta: 7:05:54 time: 0.0369 data_time: 0.0009 memory: 947 loss: 2.5329 2022/11/27 02:53:36 - mmengine - INFO - Epoch(train) [14][4200/5005] lr: 9.6754e-02 eta: 7:05:51 time: 0.0432 data_time: 0.0010 memory: 947 loss: 2.6339 2022/11/27 02:53:41 - mmengine - INFO - Epoch(train) [14][4300/5005] lr: 9.6745e-02 eta: 7:05:47 time: 0.0463 data_time: 0.0010 memory: 947 loss: 2.6669 2022/11/27 02:53:46 - mmengine - INFO - Epoch(train) [14][4400/5005] lr: 9.6736e-02 eta: 7:05:42 time: 0.0511 data_time: 0.0010 memory: 947 loss: 2.5073 2022/11/27 02:53:51 - mmengine - INFO - Epoch(train) [14][4500/5005] lr: 9.6726e-02 eta: 7:05:41 time: 0.0755 data_time: 0.0013 memory: 947 loss: 2.4670 2022/11/27 02:53:56 - mmengine - INFO - Epoch(train) [14][4600/5005] lr: 9.6717e-02 eta: 7:05:35 time: 0.0429 data_time: 0.0020 memory: 947 loss: 2.6862 2022/11/27 02:54:01 - mmengine - INFO - Epoch(train) [14][4700/5005] lr: 9.6708e-02 eta: 7:05:32 time: 0.0516 data_time: 0.0133 memory: 947 loss: 2.5396 2022/11/27 02:54:05 - mmengine - INFO - Epoch(train) [14][4800/5005] lr: 9.6698e-02 eta: 7:05:26 time: 0.0447 data_time: 0.0012 memory: 947 loss: 2.5822 2022/11/27 02:54:10 - mmengine - INFO - Epoch(train) [14][4900/5005] lr: 9.6689e-02 eta: 7:05:21 time: 0.0395 data_time: 0.0011 memory: 947 loss: 2.6212 2022/11/27 02:54:12 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:54:15 - mmengine - INFO - Epoch(train) [14][5000/5005] lr: 9.6680e-02 eta: 7:05:16 time: 0.0497 data_time: 0.0015 memory: 947 loss: 2.5135 2022/11/27 02:54:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:54:15 - mmengine - INFO - Saving checkpoint at 14 epochs 2022/11/27 02:54:20 - mmengine - INFO - Epoch(val) [14][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0250 memory: 947 2022/11/27 02:54:33 - mmengine - INFO - Epoch(val) [14][196/196] accuracy/top1: 47.0880 accuracy/top5: 72.8340 2022/11/27 02:54:38 - mmengine - INFO - Epoch(train) [15][ 100/5005] lr: 9.6670e-02 eta: 7:05:17 time: 0.0452 data_time: 0.0032 memory: 947 loss: 2.6133 2022/11/27 02:54:43 - mmengine - INFO - Epoch(train) [15][ 200/5005] lr: 9.6660e-02 eta: 7:05:15 time: 0.0427 data_time: 0.0012 memory: 947 loss: 2.4811 2022/11/27 02:54:49 - mmengine - INFO - Epoch(train) [15][ 300/5005] lr: 9.6651e-02 eta: 7:05:12 time: 0.0591 data_time: 0.0012 memory: 947 loss: 2.7113 2022/11/27 02:54:53 - mmengine - INFO - Epoch(train) [15][ 400/5005] lr: 9.6642e-02 eta: 7:05:08 time: 0.0542 data_time: 0.0012 memory: 947 loss: 2.7179 2022/11/27 02:54:58 - mmengine - INFO - Epoch(train) [15][ 500/5005] lr: 9.6632e-02 eta: 7:05:03 time: 0.0513 data_time: 0.0081 memory: 947 loss: 2.4959 2022/11/27 02:55:03 - mmengine - INFO - Epoch(train) [15][ 600/5005] lr: 9.6623e-02 eta: 7:05:00 time: 0.0419 data_time: 0.0010 memory: 947 loss: 2.5736 2022/11/27 02:55:09 - mmengine - INFO - Epoch(train) [15][ 700/5005] lr: 9.6613e-02 eta: 7:05:01 time: 0.0464 data_time: 0.0012 memory: 947 loss: 2.5839 2022/11/27 02:55:14 - mmengine - INFO - Epoch(train) [15][ 800/5005] lr: 9.6604e-02 eta: 7:05:00 time: 0.0421 data_time: 0.0012 memory: 947 loss: 2.6831 2022/11/27 02:55:19 - mmengine - INFO - Epoch(train) [15][ 900/5005] lr: 9.6594e-02 eta: 7:04:57 time: 0.0453 data_time: 0.0014 memory: 947 loss: 2.3812 2022/11/27 02:55:21 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:55:24 - mmengine - INFO - Epoch(train) [15][1000/5005] lr: 9.6585e-02 eta: 7:04:53 time: 0.0435 data_time: 0.0010 memory: 947 loss: 2.4609 2022/11/27 02:55:29 - mmengine - INFO - Epoch(train) [15][1100/5005] lr: 9.6575e-02 eta: 7:04:49 time: 0.0555 data_time: 0.0011 memory: 947 loss: 2.6633 2022/11/27 02:55:34 - mmengine - INFO - Epoch(train) [15][1200/5005] lr: 9.6566e-02 eta: 7:04:46 time: 0.0525 data_time: 0.0013 memory: 947 loss: 2.3488 2022/11/27 02:55:40 - mmengine - INFO - Epoch(train) [15][1300/5005] lr: 9.6556e-02 eta: 7:04:45 time: 0.0460 data_time: 0.0010 memory: 947 loss: 2.6768 2022/11/27 02:55:45 - mmengine - INFO - Epoch(train) [15][1400/5005] lr: 9.6547e-02 eta: 7:04:42 time: 0.0569 data_time: 0.0086 memory: 947 loss: 2.3989 2022/11/27 02:55:50 - mmengine - INFO - Epoch(train) [15][1500/5005] lr: 9.6537e-02 eta: 7:04:39 time: 0.0456 data_time: 0.0011 memory: 947 loss: 2.3195 2022/11/27 02:55:55 - mmengine - INFO - Epoch(train) [15][1600/5005] lr: 9.6528e-02 eta: 7:04:38 time: 0.0593 data_time: 0.0010 memory: 947 loss: 2.4765 2022/11/27 02:56:00 - mmengine - INFO - Epoch(train) [15][1700/5005] lr: 9.6518e-02 eta: 7:04:35 time: 0.0570 data_time: 0.0011 memory: 947 loss: 2.5319 2022/11/27 02:56:05 - mmengine - INFO - Epoch(train) [15][1800/5005] lr: 9.6508e-02 eta: 7:04:30 time: 0.0453 data_time: 0.0011 memory: 947 loss: 2.5565 2022/11/27 02:56:10 - mmengine - INFO - Epoch(train) [15][1900/5005] lr: 9.6499e-02 eta: 7:04:27 time: 0.0557 data_time: 0.0012 memory: 947 loss: 2.4913 2022/11/27 02:56:12 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:56:16 - mmengine - INFO - Epoch(train) [15][2000/5005] lr: 9.6489e-02 eta: 7:04:25 time: 0.0480 data_time: 0.0012 memory: 947 loss: 2.7646 2022/11/27 02:56:21 - mmengine - INFO - Epoch(train) [15][2100/5005] lr: 9.6479e-02 eta: 7:04:23 time: 0.0545 data_time: 0.0010 memory: 947 loss: 2.5912 2022/11/27 02:56:26 - mmengine - INFO - Epoch(train) [15][2200/5005] lr: 9.6470e-02 eta: 7:04:21 time: 0.0682 data_time: 0.0012 memory: 947 loss: 2.6676 2022/11/27 02:56:31 - mmengine - INFO - Epoch(train) [15][2300/5005] lr: 9.6460e-02 eta: 7:04:16 time: 0.0508 data_time: 0.0012 memory: 947 loss: 2.7354 2022/11/27 02:56:36 - mmengine - INFO - Epoch(train) [15][2400/5005] lr: 9.6451e-02 eta: 7:04:12 time: 0.0419 data_time: 0.0010 memory: 947 loss: 2.5801 2022/11/27 02:56:41 - mmengine - INFO - Epoch(train) [15][2500/5005] lr: 9.6441e-02 eta: 7:04:08 time: 0.0591 data_time: 0.0127 memory: 947 loss: 2.5985 2022/11/27 02:56:46 - mmengine - INFO - Epoch(train) [15][2600/5005] lr: 9.6431e-02 eta: 7:04:03 time: 0.0463 data_time: 0.0011 memory: 947 loss: 2.6946 2022/11/27 02:56:51 - mmengine - INFO - Epoch(train) [15][2700/5005] lr: 9.6421e-02 eta: 7:03:59 time: 0.0506 data_time: 0.0012 memory: 947 loss: 2.8053 2022/11/27 02:56:56 - mmengine - INFO - Epoch(train) [15][2800/5005] lr: 9.6412e-02 eta: 7:03:55 time: 0.0606 data_time: 0.0198 memory: 947 loss: 2.5328 2022/11/27 02:57:01 - mmengine - INFO - Epoch(train) [15][2900/5005] lr: 9.6402e-02 eta: 7:03:52 time: 0.0541 data_time: 0.0013 memory: 947 loss: 2.6961 2022/11/27 02:57:02 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:57:06 - mmengine - INFO - Epoch(train) [15][3000/5005] lr: 9.6392e-02 eta: 7:03:48 time: 0.0447 data_time: 0.0013 memory: 947 loss: 2.6530 2022/11/27 02:57:11 - mmengine - INFO - Epoch(train) [15][3100/5005] lr: 9.6382e-02 eta: 7:03:45 time: 0.0559 data_time: 0.0013 memory: 947 loss: 2.4331 2022/11/27 02:57:16 - mmengine - INFO - Epoch(train) [15][3200/5005] lr: 9.6373e-02 eta: 7:03:43 time: 0.0474 data_time: 0.0012 memory: 947 loss: 2.5855 2022/11/27 02:57:21 - mmengine - INFO - Epoch(train) [15][3300/5005] lr: 9.6363e-02 eta: 7:03:41 time: 0.0491 data_time: 0.0011 memory: 947 loss: 2.7015 2022/11/27 02:57:26 - mmengine - INFO - Epoch(train) [15][3400/5005] lr: 9.6353e-02 eta: 7:03:38 time: 0.0599 data_time: 0.0011 memory: 947 loss: 2.5517 2022/11/27 02:57:31 - mmengine - INFO - Epoch(train) [15][3500/5005] lr: 9.6343e-02 eta: 7:03:35 time: 0.0431 data_time: 0.0010 memory: 947 loss: 2.7205 2022/11/27 02:57:37 - mmengine - INFO - Epoch(train) [15][3600/5005] lr: 9.6333e-02 eta: 7:03:35 time: 0.0660 data_time: 0.0009 memory: 947 loss: 2.5366 2022/11/27 02:57:42 - mmengine - INFO - Epoch(train) [15][3700/5005] lr: 9.6324e-02 eta: 7:03:32 time: 0.0527 data_time: 0.0011 memory: 947 loss: 2.3952 2022/11/27 02:57:47 - mmengine - INFO - Epoch(train) [15][3800/5005] lr: 9.6314e-02 eta: 7:03:29 time: 0.0465 data_time: 0.0010 memory: 947 loss: 2.4646 2022/11/27 02:57:52 - mmengine - INFO - Epoch(train) [15][3900/5005] lr: 9.6304e-02 eta: 7:03:25 time: 0.0442 data_time: 0.0010 memory: 947 loss: 2.6011 2022/11/27 02:57:54 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:57:57 - mmengine - INFO - Epoch(train) [15][4000/5005] lr: 9.6294e-02 eta: 7:03:20 time: 0.0436 data_time: 0.0013 memory: 947 loss: 2.2119 2022/11/27 02:58:02 - mmengine - INFO - Epoch(train) [15][4100/5005] lr: 9.6284e-02 eta: 7:03:18 time: 0.0426 data_time: 0.0029 memory: 947 loss: 2.3455 2022/11/27 02:58:07 - mmengine - INFO - Epoch(train) [15][4200/5005] lr: 9.6274e-02 eta: 7:03:15 time: 0.0519 data_time: 0.0012 memory: 947 loss: 2.6984 2022/11/27 02:58:13 - mmengine - INFO - Epoch(train) [15][4300/5005] lr: 9.6264e-02 eta: 7:03:14 time: 0.0423 data_time: 0.0012 memory: 947 loss: 2.5451 2022/11/27 02:58:18 - mmengine - INFO - Epoch(train) [15][4400/5005] lr: 9.6254e-02 eta: 7:03:09 time: 0.0470 data_time: 0.0056 memory: 947 loss: 2.4895 2022/11/27 02:58:23 - mmengine - INFO - Epoch(train) [15][4500/5005] lr: 9.6244e-02 eta: 7:03:06 time: 0.0517 data_time: 0.0013 memory: 947 loss: 2.6119 2022/11/27 02:58:27 - mmengine - INFO - Epoch(train) [15][4600/5005] lr: 9.6235e-02 eta: 7:03:00 time: 0.0465 data_time: 0.0013 memory: 947 loss: 2.4616 2022/11/27 02:58:32 - mmengine - INFO - Epoch(train) [15][4700/5005] lr: 9.6225e-02 eta: 7:02:57 time: 0.0443 data_time: 0.0028 memory: 947 loss: 2.5927 2022/11/27 02:58:38 - mmengine - INFO - Epoch(train) [15][4800/5005] lr: 9.6215e-02 eta: 7:02:54 time: 0.0635 data_time: 0.0141 memory: 947 loss: 2.3995 2022/11/27 02:58:43 - mmengine - INFO - Epoch(train) [15][4900/5005] lr: 9.6205e-02 eta: 7:02:50 time: 0.0481 data_time: 0.0012 memory: 947 loss: 2.7084 2022/11/27 02:58:44 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:58:48 - mmengine - INFO - Epoch(train) [15][5000/5005] lr: 9.6195e-02 eta: 7:02:46 time: 0.0486 data_time: 0.0021 memory: 947 loss: 2.7924 2022/11/27 02:58:48 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:58:48 - mmengine - INFO - Saving checkpoint at 15 epochs 2022/11/27 02:58:52 - mmengine - INFO - Epoch(val) [15][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0250 memory: 947 2022/11/27 02:59:05 - mmengine - INFO - Epoch(val) [15][196/196] accuracy/top1: 49.7420 accuracy/top5: 74.6840 2022/11/27 02:59:10 - mmengine - INFO - Epoch(train) [16][ 100/5005] lr: 9.6184e-02 eta: 7:02:45 time: 0.0466 data_time: 0.0012 memory: 947 loss: 2.5159 2022/11/27 02:59:15 - mmengine - INFO - Epoch(train) [16][ 200/5005] lr: 9.6174e-02 eta: 7:02:41 time: 0.0540 data_time: 0.0010 memory: 947 loss: 2.7299 2022/11/27 02:59:20 - mmengine - INFO - Epoch(train) [16][ 300/5005] lr: 9.6164e-02 eta: 7:02:38 time: 0.0512 data_time: 0.0014 memory: 947 loss: 2.5868 2022/11/27 02:59:25 - mmengine - INFO - Epoch(train) [16][ 400/5005] lr: 9.6154e-02 eta: 7:02:34 time: 0.0462 data_time: 0.0038 memory: 947 loss: 2.4946 2022/11/27 02:59:31 - mmengine - INFO - Epoch(train) [16][ 500/5005] lr: 9.6144e-02 eta: 7:02:32 time: 0.0650 data_time: 0.0010 memory: 947 loss: 2.4151 2022/11/27 02:59:36 - mmengine - INFO - Epoch(train) [16][ 600/5005] lr: 9.6134e-02 eta: 7:02:28 time: 0.0535 data_time: 0.0011 memory: 947 loss: 2.4358 2022/11/27 02:59:41 - mmengine - INFO - Epoch(train) [16][ 700/5005] lr: 9.6124e-02 eta: 7:02:26 time: 0.0565 data_time: 0.0167 memory: 947 loss: 2.6558 2022/11/27 02:59:46 - mmengine - INFO - Epoch(train) [16][ 800/5005] lr: 9.6114e-02 eta: 7:02:22 time: 0.0444 data_time: 0.0012 memory: 947 loss: 2.5346 2022/11/27 02:59:51 - mmengine - INFO - Epoch(train) [16][ 900/5005] lr: 9.6103e-02 eta: 7:02:21 time: 0.0542 data_time: 0.0012 memory: 947 loss: 2.7284 2022/11/27 02:59:53 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 02:59:56 - mmengine - INFO - Epoch(train) [16][1000/5005] lr: 9.6093e-02 eta: 7:02:17 time: 0.0446 data_time: 0.0013 memory: 947 loss: 2.3512 2022/11/27 03:00:02 - mmengine - INFO - Epoch(train) [16][1100/5005] lr: 9.6083e-02 eta: 7:02:15 time: 0.0695 data_time: 0.0011 memory: 947 loss: 2.3739 2022/11/27 03:00:07 - mmengine - INFO - Epoch(train) [16][1200/5005] lr: 9.6073e-02 eta: 7:02:12 time: 0.0444 data_time: 0.0013 memory: 947 loss: 2.4938 2022/11/27 03:00:12 - mmengine - INFO - Epoch(train) [16][1300/5005] lr: 9.6063e-02 eta: 7:02:11 time: 0.0541 data_time: 0.0013 memory: 947 loss: 2.6896 2022/11/27 03:00:17 - mmengine - INFO - Epoch(train) [16][1400/5005] lr: 9.6053e-02 eta: 7:02:08 time: 0.0440 data_time: 0.0011 memory: 947 loss: 2.6574 2022/11/27 03:00:22 - mmengine - INFO - Epoch(train) [16][1500/5005] lr: 9.6043e-02 eta: 7:02:03 time: 0.0424 data_time: 0.0012 memory: 947 loss: 2.5268 2022/11/27 03:00:27 - mmengine - INFO - Epoch(train) [16][1600/5005] lr: 9.6032e-02 eta: 7:02:02 time: 0.0466 data_time: 0.0012 memory: 947 loss: 2.5050 2022/11/27 03:00:33 - mmengine - INFO - Epoch(train) [16][1700/5005] lr: 9.6022e-02 eta: 7:02:00 time: 0.0454 data_time: 0.0011 memory: 947 loss: 2.9244 2022/11/27 03:00:38 - mmengine - INFO - Epoch(train) [16][1800/5005] lr: 9.6012e-02 eta: 7:01:56 time: 0.0453 data_time: 0.0012 memory: 947 loss: 2.3124 2022/11/27 03:00:43 - mmengine - INFO - Epoch(train) [16][1900/5005] lr: 9.6002e-02 eta: 7:01:50 time: 0.0457 data_time: 0.0013 memory: 947 loss: 2.7402 2022/11/27 03:00:44 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:00:48 - mmengine - INFO - Epoch(train) [16][2000/5005] lr: 9.5991e-02 eta: 7:01:47 time: 0.0498 data_time: 0.0015 memory: 947 loss: 2.7945 2022/11/27 03:00:53 - mmengine - INFO - Epoch(train) [16][2100/5005] lr: 9.5981e-02 eta: 7:01:43 time: 0.0584 data_time: 0.0011 memory: 947 loss: 2.6674 2022/11/27 03:00:58 - mmengine - INFO - Epoch(train) [16][2200/5005] lr: 9.5971e-02 eta: 7:01:39 time: 0.0604 data_time: 0.0011 memory: 947 loss: 2.5670 2022/11/27 03:01:03 - mmengine - INFO - Epoch(train) [16][2300/5005] lr: 9.5961e-02 eta: 7:01:35 time: 0.0461 data_time: 0.0012 memory: 947 loss: 2.6426 2022/11/27 03:01:07 - mmengine - INFO - Epoch(train) [16][2400/5005] lr: 9.5950e-02 eta: 7:01:30 time: 0.0551 data_time: 0.0010 memory: 947 loss: 2.5390 2022/11/27 03:01:12 - mmengine - INFO - Epoch(train) [16][2500/5005] lr: 9.5940e-02 eta: 7:01:26 time: 0.0520 data_time: 0.0012 memory: 947 loss: 2.4634 2022/11/27 03:01:18 - mmengine - INFO - Epoch(train) [16][2600/5005] lr: 9.5930e-02 eta: 7:01:23 time: 0.0673 data_time: 0.0011 memory: 947 loss: 2.6427 2022/11/27 03:01:23 - mmengine - INFO - Epoch(train) [16][2700/5005] lr: 9.5919e-02 eta: 7:01:22 time: 0.0538 data_time: 0.0011 memory: 947 loss: 2.5354 2022/11/27 03:01:28 - mmengine - INFO - Epoch(train) [16][2800/5005] lr: 9.5909e-02 eta: 7:01:16 time: 0.0503 data_time: 0.0061 memory: 947 loss: 2.4504 2022/11/27 03:01:33 - mmengine - INFO - Epoch(train) [16][2900/5005] lr: 9.5899e-02 eta: 7:01:14 time: 0.0447 data_time: 0.0011 memory: 947 loss: 2.6856 2022/11/27 03:01:34 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:01:38 - mmengine - INFO - Epoch(train) [16][3000/5005] lr: 9.5888e-02 eta: 7:01:08 time: 0.0505 data_time: 0.0010 memory: 947 loss: 2.6398 2022/11/27 03:01:43 - mmengine - INFO - Epoch(train) [16][3100/5005] lr: 9.5878e-02 eta: 7:01:04 time: 0.0489 data_time: 0.0012 memory: 947 loss: 2.5275 2022/11/27 03:01:47 - mmengine - INFO - Epoch(train) [16][3200/5005] lr: 9.5867e-02 eta: 7:00:59 time: 0.0418 data_time: 0.0010 memory: 947 loss: 2.8895 2022/11/27 03:01:53 - mmengine - INFO - Epoch(train) [16][3300/5005] lr: 9.5857e-02 eta: 7:00:57 time: 0.0595 data_time: 0.0010 memory: 947 loss: 2.5225 2022/11/27 03:01:58 - mmengine - INFO - Epoch(train) [16][3400/5005] lr: 9.5847e-02 eta: 7:00:53 time: 0.0483 data_time: 0.0010 memory: 947 loss: 2.4584 2022/11/27 03:02:03 - mmengine - INFO - Epoch(train) [16][3500/5005] lr: 9.5836e-02 eta: 7:00:49 time: 0.0530 data_time: 0.0012 memory: 947 loss: 2.6515 2022/11/27 03:02:08 - mmengine - INFO - Epoch(train) [16][3600/5005] lr: 9.5826e-02 eta: 7:00:46 time: 0.0469 data_time: 0.0012 memory: 947 loss: 2.5534 2022/11/27 03:02:13 - mmengine - INFO - Epoch(train) [16][3700/5005] lr: 9.5815e-02 eta: 7:00:42 time: 0.0430 data_time: 0.0013 memory: 947 loss: 2.4743 2022/11/27 03:02:18 - mmengine - INFO - Epoch(train) [16][3800/5005] lr: 9.5805e-02 eta: 7:00:37 time: 0.0466 data_time: 0.0012 memory: 947 loss: 2.5552 2022/11/27 03:02:23 - mmengine - INFO - Epoch(train) [16][3900/5005] lr: 9.5794e-02 eta: 7:00:34 time: 0.0408 data_time: 0.0011 memory: 947 loss: 2.5349 2022/11/27 03:02:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:02:28 - mmengine - INFO - Epoch(train) [16][4000/5005] lr: 9.5784e-02 eta: 7:00:31 time: 0.0532 data_time: 0.0013 memory: 947 loss: 2.6419 2022/11/27 03:02:33 - mmengine - INFO - Epoch(train) [16][4100/5005] lr: 9.5773e-02 eta: 7:00:27 time: 0.0448 data_time: 0.0013 memory: 947 loss: 2.6681 2022/11/27 03:02:38 - mmengine - INFO - Epoch(train) [16][4200/5005] lr: 9.5763e-02 eta: 7:00:24 time: 0.0566 data_time: 0.0011 memory: 947 loss: 2.6086 2022/11/27 03:02:43 - mmengine - INFO - Epoch(train) [16][4300/5005] lr: 9.5752e-02 eta: 7:00:18 time: 0.0512 data_time: 0.0011 memory: 947 loss: 2.4428 2022/11/27 03:02:48 - mmengine - INFO - Epoch(train) [16][4400/5005] lr: 9.5742e-02 eta: 7:00:16 time: 0.0411 data_time: 0.0013 memory: 947 loss: 2.5549 2022/11/27 03:02:53 - mmengine - INFO - Epoch(train) [16][4500/5005] lr: 9.5731e-02 eta: 7:00:12 time: 0.0599 data_time: 0.0197 memory: 947 loss: 2.7287 2022/11/27 03:02:58 - mmengine - INFO - Epoch(train) [16][4600/5005] lr: 9.5720e-02 eta: 7:00:06 time: 0.0420 data_time: 0.0012 memory: 947 loss: 2.6753 2022/11/27 03:03:03 - mmengine - INFO - Epoch(train) [16][4700/5005] lr: 9.5710e-02 eta: 7:00:02 time: 0.0452 data_time: 0.0014 memory: 947 loss: 2.6917 2022/11/27 03:03:08 - mmengine - INFO - Epoch(train) [16][4800/5005] lr: 9.5699e-02 eta: 6:59:58 time: 0.0578 data_time: 0.0062 memory: 947 loss: 2.3440 2022/11/27 03:03:13 - mmengine - INFO - Epoch(train) [16][4900/5005] lr: 9.5689e-02 eta: 6:59:55 time: 0.0471 data_time: 0.0012 memory: 947 loss: 2.6397 2022/11/27 03:03:14 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:03:18 - mmengine - INFO - Epoch(train) [16][5000/5005] lr: 9.5678e-02 eta: 6:59:51 time: 0.0451 data_time: 0.0018 memory: 947 loss: 2.5386 2022/11/27 03:03:18 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:03:18 - mmengine - INFO - Saving checkpoint at 16 epochs 2022/11/27 03:03:23 - mmengine - INFO - Epoch(val) [16][100/196] eta: 0:00:03 time: 0.0359 data_time: 0.0258 memory: 947 2022/11/27 03:03:36 - mmengine - INFO - Epoch(val) [16][196/196] accuracy/top1: 48.1440 accuracy/top5: 73.7420 2022/11/27 03:03:41 - mmengine - INFO - Epoch(train) [17][ 100/5005] lr: 9.5667e-02 eta: 6:59:48 time: 0.0465 data_time: 0.0012 memory: 947 loss: 2.5135 2022/11/27 03:03:46 - mmengine - INFO - Epoch(train) [17][ 200/5005] lr: 9.5656e-02 eta: 6:59:44 time: 0.0568 data_time: 0.0011 memory: 947 loss: 2.4854 2022/11/27 03:03:51 - mmengine - INFO - Epoch(train) [17][ 300/5005] lr: 9.5645e-02 eta: 6:59:41 time: 0.0509 data_time: 0.0087 memory: 947 loss: 2.4271 2022/11/27 03:03:56 - mmengine - INFO - Epoch(train) [17][ 400/5005] lr: 9.5635e-02 eta: 6:59:37 time: 0.0440 data_time: 0.0013 memory: 947 loss: 2.7749 2022/11/27 03:04:01 - mmengine - INFO - Epoch(train) [17][ 500/5005] lr: 9.5624e-02 eta: 6:59:33 time: 0.0418 data_time: 0.0010 memory: 947 loss: 2.5688 2022/11/27 03:04:06 - mmengine - INFO - Epoch(train) [17][ 600/5005] lr: 9.5613e-02 eta: 6:59:27 time: 0.0465 data_time: 0.0058 memory: 947 loss: 2.4273 2022/11/27 03:04:11 - mmengine - INFO - Epoch(train) [17][ 700/5005] lr: 9.5603e-02 eta: 6:59:23 time: 0.0419 data_time: 0.0010 memory: 947 loss: 2.4655 2022/11/27 03:04:16 - mmengine - INFO - Epoch(train) [17][ 800/5005] lr: 9.5592e-02 eta: 6:59:18 time: 0.0470 data_time: 0.0086 memory: 947 loss: 2.4702 2022/11/27 03:04:21 - mmengine - INFO - Epoch(train) [17][ 900/5005] lr: 9.5581e-02 eta: 6:59:14 time: 0.0494 data_time: 0.0013 memory: 947 loss: 2.7731 2022/11/27 03:04:22 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:04:26 - mmengine - INFO - Epoch(train) [17][1000/5005] lr: 9.5570e-02 eta: 6:59:10 time: 0.0436 data_time: 0.0014 memory: 947 loss: 2.3865 2022/11/27 03:04:31 - mmengine - INFO - Epoch(train) [17][1100/5005] lr: 9.5560e-02 eta: 6:59:05 time: 0.0431 data_time: 0.0012 memory: 947 loss: 2.8133 2022/11/27 03:04:36 - mmengine - INFO - Epoch(train) [17][1200/5005] lr: 9.5549e-02 eta: 6:59:02 time: 0.0766 data_time: 0.0384 memory: 947 loss: 2.6288 2022/11/27 03:04:41 - mmengine - INFO - Epoch(train) [17][1300/5005] lr: 9.5538e-02 eta: 6:58:58 time: 0.0598 data_time: 0.0204 memory: 947 loss: 2.7166 2022/11/27 03:04:46 - mmengine - INFO - Epoch(train) [17][1400/5005] lr: 9.5527e-02 eta: 6:58:57 time: 0.0577 data_time: 0.0010 memory: 947 loss: 2.5759 2022/11/27 03:04:51 - mmengine - INFO - Epoch(train) [17][1500/5005] lr: 9.5516e-02 eta: 6:58:53 time: 0.0538 data_time: 0.0011 memory: 947 loss: 2.5080 2022/11/27 03:04:56 - mmengine - INFO - Epoch(train) [17][1600/5005] lr: 9.5506e-02 eta: 6:58:50 time: 0.0438 data_time: 0.0011 memory: 947 loss: 2.6217 2022/11/27 03:05:01 - mmengine - INFO - Epoch(train) [17][1700/5005] lr: 9.5495e-02 eta: 6:58:46 time: 0.0504 data_time: 0.0012 memory: 947 loss: 2.2834 2022/11/27 03:05:06 - mmengine - INFO - Epoch(train) [17][1800/5005] lr: 9.5484e-02 eta: 6:58:43 time: 0.0421 data_time: 0.0036 memory: 947 loss: 2.5204 2022/11/27 03:05:12 - mmengine - INFO - Epoch(train) [17][1900/5005] lr: 9.5473e-02 eta: 6:58:40 time: 0.0567 data_time: 0.0013 memory: 947 loss: 2.3268 2022/11/27 03:05:13 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:05:17 - mmengine - INFO - Epoch(train) [17][2000/5005] lr: 9.5462e-02 eta: 6:58:36 time: 0.0496 data_time: 0.0013 memory: 947 loss: 2.3779 2022/11/27 03:05:22 - mmengine - INFO - Epoch(train) [17][2100/5005] lr: 9.5451e-02 eta: 6:58:33 time: 0.0552 data_time: 0.0134 memory: 947 loss: 2.6073 2022/11/27 03:05:27 - mmengine - INFO - Epoch(train) [17][2200/5005] lr: 9.5440e-02 eta: 6:58:28 time: 0.0553 data_time: 0.0010 memory: 947 loss: 2.3103 2022/11/27 03:05:31 - mmengine - INFO - Epoch(train) [17][2300/5005] lr: 9.5429e-02 eta: 6:58:22 time: 0.0446 data_time: 0.0011 memory: 947 loss: 2.4879 2022/11/27 03:05:36 - mmengine - INFO - Epoch(train) [17][2400/5005] lr: 9.5418e-02 eta: 6:58:18 time: 0.0447 data_time: 0.0025 memory: 947 loss: 2.6101 2022/11/27 03:05:42 - mmengine - INFO - Epoch(train) [17][2500/5005] lr: 9.5408e-02 eta: 6:58:15 time: 0.0730 data_time: 0.0358 memory: 947 loss: 2.2693 2022/11/27 03:05:46 - mmengine - INFO - Epoch(train) [17][2600/5005] lr: 9.5397e-02 eta: 6:58:08 time: 0.0475 data_time: 0.0023 memory: 947 loss: 2.6022 2022/11/27 03:05:51 - mmengine - INFO - Epoch(train) [17][2700/5005] lr: 9.5386e-02 eta: 6:58:04 time: 0.0451 data_time: 0.0014 memory: 947 loss: 2.5564 2022/11/27 03:05:56 - mmengine - INFO - Epoch(train) [17][2800/5005] lr: 9.5375e-02 eta: 6:58:01 time: 0.0510 data_time: 0.0010 memory: 947 loss: 2.5309 2022/11/27 03:06:02 - mmengine - INFO - Epoch(train) [17][2900/5005] lr: 9.5364e-02 eta: 6:57:59 time: 0.0441 data_time: 0.0014 memory: 947 loss: 2.6208 2022/11/27 03:06:03 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:06:07 - mmengine - INFO - Epoch(train) [17][3000/5005] lr: 9.5353e-02 eta: 6:57:55 time: 0.0482 data_time: 0.0013 memory: 947 loss: 2.4566 2022/11/27 03:06:12 - mmengine - INFO - Epoch(train) [17][3100/5005] lr: 9.5342e-02 eta: 6:57:51 time: 0.0620 data_time: 0.0229 memory: 947 loss: 2.8559 2022/11/27 03:06:17 - mmengine - INFO - Epoch(train) [17][3200/5005] lr: 9.5331e-02 eta: 6:57:46 time: 0.0522 data_time: 0.0122 memory: 947 loss: 2.6936 2022/11/27 03:06:22 - mmengine - INFO - Epoch(train) [17][3300/5005] lr: 9.5320e-02 eta: 6:57:42 time: 0.0605 data_time: 0.0032 memory: 947 loss: 2.5310 2022/11/27 03:06:26 - mmengine - INFO - Epoch(train) [17][3400/5005] lr: 9.5308e-02 eta: 6:57:37 time: 0.0481 data_time: 0.0011 memory: 947 loss: 2.7126 2022/11/27 03:06:31 - mmengine - INFO - Epoch(train) [17][3500/5005] lr: 9.5297e-02 eta: 6:57:32 time: 0.0450 data_time: 0.0012 memory: 947 loss: 2.3641 2022/11/27 03:06:36 - mmengine - INFO - Epoch(train) [17][3600/5005] lr: 9.5286e-02 eta: 6:57:28 time: 0.0479 data_time: 0.0062 memory: 947 loss: 2.6910 2022/11/27 03:06:41 - mmengine - INFO - Epoch(train) [17][3700/5005] lr: 9.5275e-02 eta: 6:57:23 time: 0.0415 data_time: 0.0010 memory: 947 loss: 2.4524 2022/11/27 03:06:46 - mmengine - INFO - Epoch(train) [17][3800/5005] lr: 9.5264e-02 eta: 6:57:17 time: 0.0423 data_time: 0.0011 memory: 947 loss: 2.6713 2022/11/27 03:06:51 - mmengine - INFO - Epoch(train) [17][3900/5005] lr: 9.5253e-02 eta: 6:57:11 time: 0.0448 data_time: 0.0013 memory: 947 loss: 2.3515 2022/11/27 03:06:51 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:06:56 - mmengine - INFO - Epoch(train) [17][4000/5005] lr: 9.5242e-02 eta: 6:57:09 time: 0.0470 data_time: 0.0010 memory: 947 loss: 2.4667 2022/11/27 03:07:01 - mmengine - INFO - Epoch(train) [17][4100/5005] lr: 9.5231e-02 eta: 6:57:07 time: 0.0635 data_time: 0.0010 memory: 947 loss: 2.6368 2022/11/27 03:07:07 - mmengine - INFO - Epoch(train) [17][4200/5005] lr: 9.5220e-02 eta: 6:57:05 time: 0.0468 data_time: 0.0011 memory: 947 loss: 2.3912 2022/11/27 03:07:12 - mmengine - INFO - Epoch(train) [17][4300/5005] lr: 9.5208e-02 eta: 6:57:01 time: 0.0580 data_time: 0.0012 memory: 947 loss: 2.5673 2022/11/27 03:07:17 - mmengine - INFO - Epoch(train) [17][4400/5005] lr: 9.5197e-02 eta: 6:56:58 time: 0.0536 data_time: 0.0010 memory: 947 loss: 2.4388 2022/11/27 03:07:22 - mmengine - INFO - Epoch(train) [17][4500/5005] lr: 9.5186e-02 eta: 6:56:54 time: 0.0500 data_time: 0.0013 memory: 947 loss: 2.5511 2022/11/27 03:07:27 - mmengine - INFO - Epoch(train) [17][4600/5005] lr: 9.5175e-02 eta: 6:56:50 time: 0.0455 data_time: 0.0013 memory: 947 loss: 2.4628 2022/11/27 03:07:32 - mmengine - INFO - Epoch(train) [17][4700/5005] lr: 9.5164e-02 eta: 6:56:47 time: 0.0490 data_time: 0.0012 memory: 947 loss: 2.5547 2022/11/27 03:07:37 - mmengine - INFO - Epoch(train) [17][4800/5005] lr: 9.5152e-02 eta: 6:56:42 time: 0.0505 data_time: 0.0010 memory: 947 loss: 2.7342 2022/11/27 03:07:42 - mmengine - INFO - Epoch(train) [17][4900/5005] lr: 9.5141e-02 eta: 6:56:38 time: 0.0486 data_time: 0.0079 memory: 947 loss: 2.4195 2022/11/27 03:07:43 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:07:47 - mmengine - INFO - Epoch(train) [17][5000/5005] lr: 9.5130e-02 eta: 6:56:33 time: 0.0387 data_time: 0.0022 memory: 947 loss: 2.4291 2022/11/27 03:07:47 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:07:47 - mmengine - INFO - Saving checkpoint at 17 epochs 2022/11/27 03:07:51 - mmengine - INFO - Epoch(val) [17][100/196] eta: 0:00:03 time: 0.0349 data_time: 0.0251 memory: 947 2022/11/27 03:08:04 - mmengine - INFO - Epoch(val) [17][196/196] accuracy/top1: 50.0700 accuracy/top5: 75.7180 2022/11/27 03:08:10 - mmengine - INFO - Epoch(train) [18][ 100/5005] lr: 9.5118e-02 eta: 6:56:31 time: 0.0428 data_time: 0.0010 memory: 947 loss: 2.5756 2022/11/27 03:08:15 - mmengine - INFO - Epoch(train) [18][ 200/5005] lr: 9.5107e-02 eta: 6:56:26 time: 0.0537 data_time: 0.0011 memory: 947 loss: 2.5836 2022/11/27 03:08:20 - mmengine - INFO - Epoch(train) [18][ 300/5005] lr: 9.5096e-02 eta: 6:56:22 time: 0.0424 data_time: 0.0012 memory: 947 loss: 2.5915 2022/11/27 03:08:25 - mmengine - INFO - Epoch(train) [18][ 400/5005] lr: 9.5084e-02 eta: 6:56:19 time: 0.0501 data_time: 0.0012 memory: 947 loss: 2.5012 2022/11/27 03:08:30 - mmengine - INFO - Epoch(train) [18][ 500/5005] lr: 9.5073e-02 eta: 6:56:16 time: 0.0510 data_time: 0.0012 memory: 947 loss: 2.3824 2022/11/27 03:08:35 - mmengine - INFO - Epoch(train) [18][ 600/5005] lr: 9.5062e-02 eta: 6:56:11 time: 0.0488 data_time: 0.0010 memory: 947 loss: 2.6150 2022/11/27 03:08:40 - mmengine - INFO - Epoch(train) [18][ 700/5005] lr: 9.5050e-02 eta: 6:56:08 time: 0.0746 data_time: 0.0013 memory: 947 loss: 2.4181 2022/11/27 03:08:45 - mmengine - INFO - Epoch(train) [18][ 800/5005] lr: 9.5039e-02 eta: 6:56:05 time: 0.0602 data_time: 0.0249 memory: 947 loss: 2.2603 2022/11/27 03:08:50 - mmengine - INFO - Epoch(train) [18][ 900/5005] lr: 9.5028e-02 eta: 6:56:01 time: 0.0467 data_time: 0.0014 memory: 947 loss: 2.5321 2022/11/27 03:08:51 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:08:55 - mmengine - INFO - Epoch(train) [18][1000/5005] lr: 9.5016e-02 eta: 6:55:58 time: 0.0574 data_time: 0.0013 memory: 947 loss: 2.6162 2022/11/27 03:09:01 - mmengine - INFO - Epoch(train) [18][1100/5005] lr: 9.5005e-02 eta: 6:55:56 time: 0.0486 data_time: 0.0012 memory: 947 loss: 2.3580 2022/11/27 03:09:06 - mmengine - INFO - Epoch(train) [18][1200/5005] lr: 9.4993e-02 eta: 6:55:52 time: 0.0506 data_time: 0.0093 memory: 947 loss: 2.5110 2022/11/27 03:09:11 - mmengine - INFO - Epoch(train) [18][1300/5005] lr: 9.4982e-02 eta: 6:55:48 time: 0.0528 data_time: 0.0011 memory: 947 loss: 2.5946 2022/11/27 03:09:16 - mmengine - INFO - Epoch(train) [18][1400/5005] lr: 9.4971e-02 eta: 6:55:43 time: 0.0627 data_time: 0.0011 memory: 947 loss: 2.4593 2022/11/27 03:09:21 - mmengine - INFO - Epoch(train) [18][1500/5005] lr: 9.4959e-02 eta: 6:55:40 time: 0.0437 data_time: 0.0013 memory: 947 loss: 2.6473 2022/11/27 03:09:26 - mmengine - INFO - Epoch(train) [18][1600/5005] lr: 9.4948e-02 eta: 6:55:36 time: 0.0472 data_time: 0.0013 memory: 947 loss: 2.6548 2022/11/27 03:09:31 - mmengine - INFO - Epoch(train) [18][1700/5005] lr: 9.4936e-02 eta: 6:55:33 time: 0.0534 data_time: 0.0014 memory: 947 loss: 2.4219 2022/11/27 03:09:36 - mmengine - INFO - Epoch(train) [18][1800/5005] lr: 9.4925e-02 eta: 6:55:30 time: 0.0626 data_time: 0.0012 memory: 947 loss: 2.5271 2022/11/27 03:09:41 - mmengine - INFO - Epoch(train) [18][1900/5005] lr: 9.4913e-02 eta: 6:55:26 time: 0.0729 data_time: 0.0012 memory: 947 loss: 2.4444 2022/11/27 03:09:42 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:09:46 - mmengine - INFO - Epoch(train) [18][2000/5005] lr: 9.4902e-02 eta: 6:55:21 time: 0.0431 data_time: 0.0013 memory: 947 loss: 2.5395 2022/11/27 03:09:51 - mmengine - INFO - Epoch(train) [18][2100/5005] lr: 9.4890e-02 eta: 6:55:17 time: 0.0672 data_time: 0.0012 memory: 947 loss: 2.4098 2022/11/27 03:09:56 - mmengine - INFO - Epoch(train) [18][2200/5005] lr: 9.4879e-02 eta: 6:55:14 time: 0.0658 data_time: 0.0105 memory: 947 loss: 2.4815 2022/11/27 03:10:02 - mmengine - INFO - Epoch(train) [18][2300/5005] lr: 9.4867e-02 eta: 6:55:11 time: 0.0514 data_time: 0.0014 memory: 947 loss: 2.6109 2022/11/27 03:10:07 - mmengine - INFO - Epoch(train) [18][2400/5005] lr: 9.4856e-02 eta: 6:55:07 time: 0.0493 data_time: 0.0013 memory: 947 loss: 2.6881 2022/11/27 03:10:12 - mmengine - INFO - Epoch(train) [18][2500/5005] lr: 9.4844e-02 eta: 6:55:04 time: 0.0458 data_time: 0.0011 memory: 947 loss: 2.5341 2022/11/27 03:10:17 - mmengine - INFO - Epoch(train) [18][2600/5005] lr: 9.4832e-02 eta: 6:55:02 time: 0.0521 data_time: 0.0012 memory: 947 loss: 2.4808 2022/11/27 03:10:22 - mmengine - INFO - Epoch(train) [18][2700/5005] lr: 9.4821e-02 eta: 6:54:58 time: 0.0484 data_time: 0.0011 memory: 947 loss: 2.4438 2022/11/27 03:10:28 - mmengine - INFO - Epoch(train) [18][2800/5005] lr: 9.4809e-02 eta: 6:54:55 time: 0.0603 data_time: 0.0011 memory: 947 loss: 2.5076 2022/11/27 03:10:33 - mmengine - INFO - Epoch(train) [18][2900/5005] lr: 9.4798e-02 eta: 6:54:51 time: 0.0454 data_time: 0.0013 memory: 947 loss: 2.6127 2022/11/27 03:10:33 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:10:38 - mmengine - INFO - Epoch(train) [18][3000/5005] lr: 9.4786e-02 eta: 6:54:48 time: 0.0478 data_time: 0.0012 memory: 947 loss: 2.5546 2022/11/27 03:10:43 - mmengine - INFO - Epoch(train) [18][3100/5005] lr: 9.4774e-02 eta: 6:54:44 time: 0.0474 data_time: 0.0011 memory: 947 loss: 2.4256 2022/11/27 03:10:48 - mmengine - INFO - Epoch(train) [18][3200/5005] lr: 9.4763e-02 eta: 6:54:41 time: 0.0459 data_time: 0.0011 memory: 947 loss: 2.3222 2022/11/27 03:10:53 - mmengine - INFO - Epoch(train) [18][3300/5005] lr: 9.4751e-02 eta: 6:54:39 time: 0.0830 data_time: 0.0457 memory: 947 loss: 2.5050 2022/11/27 03:10:58 - mmengine - INFO - Epoch(train) [18][3400/5005] lr: 9.4739e-02 eta: 6:54:34 time: 0.0458 data_time: 0.0012 memory: 947 loss: 2.4897 2022/11/27 03:11:03 - mmengine - INFO - Epoch(train) [18][3500/5005] lr: 9.4728e-02 eta: 6:54:29 time: 0.0492 data_time: 0.0011 memory: 947 loss: 2.4052 2022/11/27 03:11:08 - mmengine - INFO - Epoch(train) [18][3600/5005] lr: 9.4716e-02 eta: 6:54:25 time: 0.0463 data_time: 0.0031 memory: 947 loss: 2.5557 2022/11/27 03:11:13 - mmengine - INFO - Epoch(train) [18][3700/5005] lr: 9.4704e-02 eta: 6:54:21 time: 0.0468 data_time: 0.0013 memory: 947 loss: 2.5684 2022/11/27 03:11:18 - mmengine - INFO - Epoch(train) [18][3800/5005] lr: 9.4693e-02 eta: 6:54:18 time: 0.0446 data_time: 0.0013 memory: 947 loss: 2.4992 2022/11/27 03:11:23 - mmengine - INFO - Epoch(train) [18][3900/5005] lr: 9.4681e-02 eta: 6:54:13 time: 0.0495 data_time: 0.0011 memory: 947 loss: 2.4619 2022/11/27 03:11:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:11:28 - mmengine - INFO - Epoch(train) [18][4000/5005] lr: 9.4669e-02 eta: 6:54:09 time: 0.0453 data_time: 0.0013 memory: 947 loss: 2.5586 2022/11/27 03:11:33 - mmengine - INFO - Epoch(train) [18][4100/5005] lr: 9.4657e-02 eta: 6:54:05 time: 0.0481 data_time: 0.0016 memory: 947 loss: 2.5726 2022/11/27 03:11:38 - mmengine - INFO - Epoch(train) [18][4200/5005] lr: 9.4646e-02 eta: 6:54:01 time: 0.0425 data_time: 0.0011 memory: 947 loss: 2.7304 2022/11/27 03:11:44 - mmengine - INFO - Epoch(train) [18][4300/5005] lr: 9.4634e-02 eta: 6:53:57 time: 0.0508 data_time: 0.0014 memory: 947 loss: 2.5579 2022/11/27 03:11:48 - mmengine - INFO - Epoch(train) [18][4400/5005] lr: 9.4622e-02 eta: 6:53:52 time: 0.0478 data_time: 0.0013 memory: 947 loss: 2.5531 2022/11/27 03:11:53 - mmengine - INFO - Epoch(train) [18][4500/5005] lr: 9.4610e-02 eta: 6:53:48 time: 0.0433 data_time: 0.0012 memory: 947 loss: 2.6546 2022/11/27 03:11:59 - mmengine - INFO - Epoch(train) [18][4600/5005] lr: 9.4598e-02 eta: 6:53:45 time: 0.0488 data_time: 0.0011 memory: 947 loss: 2.3187 2022/11/27 03:12:04 - mmengine - INFO - Epoch(train) [18][4700/5005] lr: 9.4587e-02 eta: 6:53:41 time: 0.0497 data_time: 0.0012 memory: 947 loss: 2.6009 2022/11/27 03:12:09 - mmengine - INFO - Epoch(train) [18][4800/5005] lr: 9.4575e-02 eta: 6:53:38 time: 0.0539 data_time: 0.0014 memory: 947 loss: 2.2768 2022/11/27 03:12:14 - mmengine - INFO - Epoch(train) [18][4900/5005] lr: 9.4563e-02 eta: 6:53:32 time: 0.0489 data_time: 0.0012 memory: 947 loss: 2.5148 2022/11/27 03:12:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:12:19 - mmengine - INFO - Epoch(train) [18][5000/5005] lr: 9.4551e-02 eta: 6:53:29 time: 0.0405 data_time: 0.0016 memory: 947 loss: 2.5044 2022/11/27 03:12:19 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:12:19 - mmengine - INFO - Saving checkpoint at 18 epochs 2022/11/27 03:12:23 - mmengine - INFO - Epoch(val) [18][100/196] eta: 0:00:03 time: 0.0350 data_time: 0.0251 memory: 947 2022/11/27 03:12:36 - mmengine - INFO - Epoch(val) [18][196/196] accuracy/top1: 49.8840 accuracy/top5: 75.0980 2022/11/27 03:12:42 - mmengine - INFO - Epoch(train) [19][ 100/5005] lr: 9.4539e-02 eta: 6:53:27 time: 0.0506 data_time: 0.0014 memory: 947 loss: 2.5096 2022/11/27 03:12:47 - mmengine - INFO - Epoch(train) [19][ 200/5005] lr: 9.4527e-02 eta: 6:53:24 time: 0.0754 data_time: 0.0393 memory: 947 loss: 2.4014 2022/11/27 03:12:52 - mmengine - INFO - Epoch(train) [19][ 300/5005] lr: 9.4515e-02 eta: 6:53:18 time: 0.0447 data_time: 0.0012 memory: 947 loss: 2.3664 2022/11/27 03:12:57 - mmengine - INFO - Epoch(train) [19][ 400/5005] lr: 9.4503e-02 eta: 6:53:13 time: 0.0440 data_time: 0.0011 memory: 947 loss: 2.3859 2022/11/27 03:13:02 - mmengine - INFO - Epoch(train) [19][ 500/5005] lr: 9.4491e-02 eta: 6:53:11 time: 0.0492 data_time: 0.0010 memory: 947 loss: 2.5862 2022/11/27 03:13:07 - mmengine - INFO - Epoch(train) [19][ 600/5005] lr: 9.4479e-02 eta: 6:53:06 time: 0.0445 data_time: 0.0011 memory: 947 loss: 2.5226 2022/11/27 03:13:12 - mmengine - INFO - Epoch(train) [19][ 700/5005] lr: 9.4467e-02 eta: 6:53:01 time: 0.0532 data_time: 0.0012 memory: 947 loss: 2.5549 2022/11/27 03:13:16 - mmengine - INFO - Epoch(train) [19][ 800/5005] lr: 9.4455e-02 eta: 6:52:54 time: 0.0433 data_time: 0.0012 memory: 947 loss: 2.5983 2022/11/27 03:13:21 - mmengine - INFO - Epoch(train) [19][ 900/5005] lr: 9.4443e-02 eta: 6:52:50 time: 0.0539 data_time: 0.0012 memory: 947 loss: 2.4566 2022/11/27 03:13:22 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:13:26 - mmengine - INFO - Epoch(train) [19][1000/5005] lr: 9.4431e-02 eta: 6:52:44 time: 0.0419 data_time: 0.0012 memory: 947 loss: 2.4507 2022/11/27 03:13:31 - mmengine - INFO - Epoch(train) [19][1100/5005] lr: 9.4419e-02 eta: 6:52:40 time: 0.0493 data_time: 0.0015 memory: 947 loss: 2.2809 2022/11/27 03:13:36 - mmengine - INFO - Epoch(train) [19][1200/5005] lr: 9.4407e-02 eta: 6:52:35 time: 0.0462 data_time: 0.0011 memory: 947 loss: 2.4659 2022/11/27 03:13:41 - mmengine - INFO - Epoch(train) [19][1300/5005] lr: 9.4395e-02 eta: 6:52:30 time: 0.0623 data_time: 0.0044 memory: 947 loss: 2.5368 2022/11/27 03:13:46 - mmengine - INFO - Epoch(train) [19][1400/5005] lr: 9.4383e-02 eta: 6:52:26 time: 0.0519 data_time: 0.0015 memory: 947 loss: 2.3618 2022/11/27 03:13:51 - mmengine - INFO - Epoch(train) [19][1500/5005] lr: 9.4371e-02 eta: 6:52:22 time: 0.0438 data_time: 0.0015 memory: 947 loss: 2.3943 2022/11/27 03:13:56 - mmengine - INFO - Epoch(train) [19][1600/5005] lr: 9.4359e-02 eta: 6:52:20 time: 0.0532 data_time: 0.0011 memory: 947 loss: 2.5780 2022/11/27 03:14:02 - mmengine - INFO - Epoch(train) [19][1700/5005] lr: 9.4347e-02 eta: 6:52:19 time: 0.0638 data_time: 0.0011 memory: 947 loss: 2.3619 2022/11/27 03:14:07 - mmengine - INFO - Epoch(train) [19][1800/5005] lr: 9.4335e-02 eta: 6:52:13 time: 0.0430 data_time: 0.0013 memory: 947 loss: 2.4238 2022/11/27 03:14:12 - mmengine - INFO - Epoch(train) [19][1900/5005] lr: 9.4323e-02 eta: 6:52:09 time: 0.0486 data_time: 0.0089 memory: 947 loss: 2.4070 2022/11/27 03:14:12 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:14:17 - mmengine - INFO - Epoch(train) [19][2000/5005] lr: 9.4311e-02 eta: 6:52:05 time: 0.0584 data_time: 0.0011 memory: 947 loss: 2.4449 2022/11/27 03:14:22 - mmengine - INFO - Epoch(train) [19][2100/5005] lr: 9.4298e-02 eta: 6:52:01 time: 0.0486 data_time: 0.0010 memory: 947 loss: 2.4414 2022/11/27 03:14:27 - mmengine - INFO - Epoch(train) [19][2200/5005] lr: 9.4286e-02 eta: 6:51:56 time: 0.0418 data_time: 0.0011 memory: 947 loss: 2.3174 2022/11/27 03:14:32 - mmengine - INFO - Epoch(train) [19][2300/5005] lr: 9.4274e-02 eta: 6:51:53 time: 0.0431 data_time: 0.0010 memory: 947 loss: 2.6125 2022/11/27 03:14:37 - mmengine - INFO - Epoch(train) [19][2400/5005] lr: 9.4262e-02 eta: 6:51:48 time: 0.0520 data_time: 0.0010 memory: 947 loss: 2.4804 2022/11/27 03:14:41 - mmengine - INFO - Epoch(train) [19][2500/5005] lr: 9.4250e-02 eta: 6:51:42 time: 0.0462 data_time: 0.0012 memory: 947 loss: 2.4835 2022/11/27 03:14:46 - mmengine - INFO - Epoch(train) [19][2600/5005] lr: 9.4238e-02 eta: 6:51:35 time: 0.0453 data_time: 0.0013 memory: 947 loss: 2.7570 2022/11/27 03:14:51 - mmengine - INFO - Epoch(train) [19][2700/5005] lr: 9.4225e-02 eta: 6:51:29 time: 0.0481 data_time: 0.0012 memory: 947 loss: 2.4602 2022/11/27 03:14:56 - mmengine - INFO - Epoch(train) [19][2800/5005] lr: 9.4213e-02 eta: 6:51:24 time: 0.0421 data_time: 0.0010 memory: 947 loss: 2.5377 2022/11/27 03:15:00 - mmengine - INFO - Epoch(train) [19][2900/5005] lr: 9.4201e-02 eta: 6:51:18 time: 0.0436 data_time: 0.0015 memory: 947 loss: 2.4935 2022/11/27 03:15:01 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:15:05 - mmengine - INFO - Epoch(train) [19][3000/5005] lr: 9.4189e-02 eta: 6:51:12 time: 0.0511 data_time: 0.0012 memory: 947 loss: 2.2579 2022/11/27 03:15:10 - mmengine - INFO - Epoch(train) [19][3100/5005] lr: 9.4177e-02 eta: 6:51:05 time: 0.0427 data_time: 0.0012 memory: 947 loss: 2.6778 2022/11/27 03:15:14 - mmengine - INFO - Epoch(train) [19][3200/5005] lr: 9.4164e-02 eta: 6:51:00 time: 0.0416 data_time: 0.0011 memory: 947 loss: 2.4669 2022/11/27 03:15:19 - mmengine - INFO - Epoch(train) [19][3300/5005] lr: 9.4152e-02 eta: 6:50:55 time: 0.0461 data_time: 0.0012 memory: 947 loss: 2.4605 2022/11/27 03:15:24 - mmengine - INFO - Epoch(train) [19][3400/5005] lr: 9.4140e-02 eta: 6:50:49 time: 0.0495 data_time: 0.0014 memory: 947 loss: 2.3124 2022/11/27 03:15:29 - mmengine - INFO - Epoch(train) [19][3500/5005] lr: 9.4127e-02 eta: 6:50:44 time: 0.0427 data_time: 0.0012 memory: 947 loss: 2.4336 2022/11/27 03:15:34 - mmengine - INFO - Epoch(train) [19][3600/5005] lr: 9.4115e-02 eta: 6:50:41 time: 0.0540 data_time: 0.0015 memory: 947 loss: 2.4125 2022/11/27 03:15:39 - mmengine - INFO - Epoch(train) [19][3700/5005] lr: 9.4103e-02 eta: 6:50:37 time: 0.0435 data_time: 0.0010 memory: 947 loss: 2.5349 2022/11/27 03:15:45 - mmengine - INFO - Epoch(train) [19][3800/5005] lr: 9.4090e-02 eta: 6:50:35 time: 0.0436 data_time: 0.0011 memory: 947 loss: 2.4310 2022/11/27 03:15:50 - mmengine - INFO - Epoch(train) [19][3900/5005] lr: 9.4078e-02 eta: 6:50:31 time: 0.0426 data_time: 0.0011 memory: 947 loss: 2.6182 2022/11/27 03:15:50 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:15:55 - mmengine - INFO - Epoch(train) [19][4000/5005] lr: 9.4066e-02 eta: 6:50:28 time: 0.0475 data_time: 0.0014 memory: 947 loss: 2.5753 2022/11/27 03:16:00 - mmengine - INFO - Epoch(train) [19][4100/5005] lr: 9.4053e-02 eta: 6:50:25 time: 0.0879 data_time: 0.0011 memory: 947 loss: 2.4232 2022/11/27 03:16:05 - mmengine - INFO - Epoch(train) [19][4200/5005] lr: 9.4041e-02 eta: 6:50:22 time: 0.0452 data_time: 0.0012 memory: 947 loss: 2.5347 2022/11/27 03:16:10 - mmengine - INFO - Epoch(train) [19][4300/5005] lr: 9.4029e-02 eta: 6:50:18 time: 0.0458 data_time: 0.0011 memory: 947 loss: 2.6364 2022/11/27 03:16:16 - mmengine - INFO - Epoch(train) [19][4400/5005] lr: 9.4016e-02 eta: 6:50:15 time: 0.0716 data_time: 0.0011 memory: 947 loss: 2.6480 2022/11/27 03:16:20 - mmengine - INFO - Epoch(train) [19][4500/5005] lr: 9.4004e-02 eta: 6:50:09 time: 0.0462 data_time: 0.0045 memory: 947 loss: 2.3721 2022/11/27 03:16:25 - mmengine - INFO - Epoch(train) [19][4600/5005] lr: 9.3991e-02 eta: 6:50:06 time: 0.0504 data_time: 0.0011 memory: 947 loss: 2.3577 2022/11/27 03:16:30 - mmengine - INFO - Epoch(train) [19][4700/5005] lr: 9.3979e-02 eta: 6:49:59 time: 0.0425 data_time: 0.0011 memory: 947 loss: 2.4284 2022/11/27 03:16:35 - mmengine - INFO - Epoch(train) [19][4800/5005] lr: 9.3967e-02 eta: 6:49:53 time: 0.0396 data_time: 0.0011 memory: 947 loss: 2.6558 2022/11/27 03:16:40 - mmengine - INFO - Epoch(train) [19][4900/5005] lr: 9.3954e-02 eta: 6:49:48 time: 0.0442 data_time: 0.0011 memory: 947 loss: 2.4862 2022/11/27 03:16:40 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:16:44 - mmengine - INFO - Epoch(train) [19][5000/5005] lr: 9.3942e-02 eta: 6:49:42 time: 0.0423 data_time: 0.0028 memory: 947 loss: 2.3952 2022/11/27 03:16:44 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:16:44 - mmengine - INFO - Saving checkpoint at 19 epochs 2022/11/27 03:16:49 - mmengine - INFO - Epoch(val) [19][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0252 memory: 947 2022/11/27 03:17:02 - mmengine - INFO - Epoch(val) [19][196/196] accuracy/top1: 49.6080 accuracy/top5: 74.9680 2022/11/27 03:17:07 - mmengine - INFO - Epoch(train) [20][ 100/5005] lr: 9.3928e-02 eta: 6:49:38 time: 0.0453 data_time: 0.0014 memory: 947 loss: 2.4030 2022/11/27 03:17:12 - mmengine - INFO - Epoch(train) [20][ 200/5005] lr: 9.3916e-02 eta: 6:49:35 time: 0.0543 data_time: 0.0174 memory: 947 loss: 2.3272 2022/11/27 03:17:17 - mmengine - INFO - Epoch(train) [20][ 300/5005] lr: 9.3903e-02 eta: 6:49:30 time: 0.0455 data_time: 0.0069 memory: 947 loss: 2.5155 2022/11/27 03:17:22 - mmengine - INFO - Epoch(train) [20][ 400/5005] lr: 9.3891e-02 eta: 6:49:26 time: 0.0489 data_time: 0.0012 memory: 947 loss: 2.3872 2022/11/27 03:17:27 - mmengine - INFO - Epoch(train) [20][ 500/5005] lr: 9.3878e-02 eta: 6:49:21 time: 0.0434 data_time: 0.0015 memory: 947 loss: 2.4146 2022/11/27 03:17:32 - mmengine - INFO - Epoch(train) [20][ 600/5005] lr: 9.3866e-02 eta: 6:49:17 time: 0.0543 data_time: 0.0011 memory: 947 loss: 2.8517 2022/11/27 03:17:37 - mmengine - INFO - Epoch(train) [20][ 700/5005] lr: 9.3853e-02 eta: 6:49:15 time: 0.0650 data_time: 0.0274 memory: 947 loss: 2.3198 2022/11/27 03:17:43 - mmengine - INFO - Epoch(train) [20][ 800/5005] lr: 9.3841e-02 eta: 6:49:12 time: 0.0600 data_time: 0.0233 memory: 947 loss: 2.5356 2022/11/27 03:17:48 - mmengine - INFO - Epoch(train) [20][ 900/5005] lr: 9.3828e-02 eta: 6:49:09 time: 0.0628 data_time: 0.0010 memory: 947 loss: 2.4395 2022/11/27 03:17:48 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:17:53 - mmengine - INFO - Epoch(train) [20][1000/5005] lr: 9.3816e-02 eta: 6:49:06 time: 0.0504 data_time: 0.0010 memory: 947 loss: 2.4576 2022/11/27 03:17:58 - mmengine - INFO - Epoch(train) [20][1100/5005] lr: 9.3803e-02 eta: 6:49:03 time: 0.0466 data_time: 0.0033 memory: 947 loss: 2.2673 2022/11/27 03:18:04 - mmengine - INFO - Epoch(train) [20][1200/5005] lr: 9.3790e-02 eta: 6:48:59 time: 0.0526 data_time: 0.0087 memory: 947 loss: 2.7269 2022/11/27 03:18:08 - mmengine - INFO - Epoch(train) [20][1300/5005] lr: 9.3778e-02 eta: 6:48:54 time: 0.0546 data_time: 0.0012 memory: 947 loss: 2.6297 2022/11/27 03:18:13 - mmengine - INFO - Epoch(train) [20][1400/5005] lr: 9.3765e-02 eta: 6:48:49 time: 0.0511 data_time: 0.0012 memory: 947 loss: 2.5053 2022/11/27 03:18:18 - mmengine - INFO - Epoch(train) [20][1500/5005] lr: 9.3752e-02 eta: 6:48:46 time: 0.0544 data_time: 0.0011 memory: 947 loss: 2.5046 2022/11/27 03:18:24 - mmengine - INFO - Epoch(train) [20][1600/5005] lr: 9.3740e-02 eta: 6:48:42 time: 0.0514 data_time: 0.0068 memory: 947 loss: 2.6760 2022/11/27 03:18:29 - mmengine - INFO - Epoch(train) [20][1700/5005] lr: 9.3727e-02 eta: 6:48:38 time: 0.0630 data_time: 0.0011 memory: 947 loss: 2.3135 2022/11/27 03:18:34 - mmengine - INFO - Epoch(train) [20][1800/5005] lr: 9.3714e-02 eta: 6:48:34 time: 0.0613 data_time: 0.0012 memory: 947 loss: 2.5031 2022/11/27 03:18:39 - mmengine - INFO - Epoch(train) [20][1900/5005] lr: 9.3702e-02 eta: 6:48:29 time: 0.0460 data_time: 0.0013 memory: 947 loss: 2.5868 2022/11/27 03:18:39 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:18:44 - mmengine - INFO - Epoch(train) [20][2000/5005] lr: 9.3689e-02 eta: 6:48:25 time: 0.0499 data_time: 0.0012 memory: 947 loss: 2.3654 2022/11/27 03:18:49 - mmengine - INFO - Epoch(train) [20][2100/5005] lr: 9.3676e-02 eta: 6:48:22 time: 0.0610 data_time: 0.0010 memory: 947 loss: 2.6900 2022/11/27 03:18:54 - mmengine - INFO - Epoch(train) [20][2200/5005] lr: 9.3664e-02 eta: 6:48:18 time: 0.0460 data_time: 0.0013 memory: 947 loss: 2.4561 2022/11/27 03:18:59 - mmengine - INFO - Epoch(train) [20][2300/5005] lr: 9.3651e-02 eta: 6:48:15 time: 0.0529 data_time: 0.0012 memory: 947 loss: 2.5580 2022/11/27 03:19:04 - mmengine - INFO - Epoch(train) [20][2400/5005] lr: 9.3638e-02 eta: 6:48:11 time: 0.0464 data_time: 0.0011 memory: 947 loss: 2.4369 2022/11/27 03:19:09 - mmengine - INFO - Epoch(train) [20][2500/5005] lr: 9.3625e-02 eta: 6:48:06 time: 0.0445 data_time: 0.0011 memory: 947 loss: 2.4047 2022/11/27 03:19:14 - mmengine - INFO - Epoch(train) [20][2600/5005] lr: 9.3612e-02 eta: 6:48:01 time: 0.0434 data_time: 0.0012 memory: 947 loss: 2.5286 2022/11/27 03:19:19 - mmengine - INFO - Epoch(train) [20][2700/5005] lr: 9.3600e-02 eta: 6:47:58 time: 0.0474 data_time: 0.0017 memory: 947 loss: 2.5211 2022/11/27 03:19:25 - mmengine - INFO - Epoch(train) [20][2800/5005] lr: 9.3587e-02 eta: 6:47:56 time: 0.0486 data_time: 0.0012 memory: 947 loss: 2.4866 2022/11/27 03:19:30 - mmengine - INFO - Epoch(train) [20][2900/5005] lr: 9.3574e-02 eta: 6:47:52 time: 0.0459 data_time: 0.0014 memory: 947 loss: 2.4558 2022/11/27 03:19:30 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:19:35 - mmengine - INFO - Epoch(train) [20][3000/5005] lr: 9.3561e-02 eta: 6:47:48 time: 0.0504 data_time: 0.0025 memory: 947 loss: 2.3499 2022/11/27 03:19:41 - mmengine - INFO - Epoch(train) [20][3100/5005] lr: 9.3548e-02 eta: 6:47:46 time: 0.0568 data_time: 0.0011 memory: 947 loss: 2.5582 2022/11/27 03:19:46 - mmengine - INFO - Epoch(train) [20][3200/5005] lr: 9.3536e-02 eta: 6:47:43 time: 0.0626 data_time: 0.0012 memory: 947 loss: 2.6003 2022/11/27 03:19:51 - mmengine - INFO - Epoch(train) [20][3300/5005] lr: 9.3523e-02 eta: 6:47:39 time: 0.0623 data_time: 0.0013 memory: 947 loss: 2.2461 2022/11/27 03:19:56 - mmengine - INFO - Epoch(train) [20][3400/5005] lr: 9.3510e-02 eta: 6:47:36 time: 0.0732 data_time: 0.0010 memory: 947 loss: 2.2936 2022/11/27 03:20:01 - mmengine - INFO - Epoch(train) [20][3500/5005] lr: 9.3497e-02 eta: 6:47:32 time: 0.0447 data_time: 0.0075 memory: 947 loss: 2.3562 2022/11/27 03:20:06 - mmengine - INFO - Epoch(train) [20][3600/5005] lr: 9.3484e-02 eta: 6:47:28 time: 0.0543 data_time: 0.0028 memory: 947 loss: 2.4864 2022/11/27 03:20:11 - mmengine - INFO - Epoch(train) [20][3700/5005] lr: 9.3471e-02 eta: 6:47:23 time: 0.0432 data_time: 0.0012 memory: 947 loss: 2.3781 2022/11/27 03:20:16 - mmengine - INFO - Epoch(train) [20][3800/5005] lr: 9.3458e-02 eta: 6:47:19 time: 0.0497 data_time: 0.0013 memory: 947 loss: 2.4649 2022/11/27 03:20:21 - mmengine - INFO - Epoch(train) [20][3900/5005] lr: 9.3445e-02 eta: 6:47:14 time: 0.0512 data_time: 0.0011 memory: 947 loss: 2.4330 2022/11/27 03:20:21 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:20:26 - mmengine - INFO - Epoch(train) [20][4000/5005] lr: 9.3432e-02 eta: 6:47:09 time: 0.0468 data_time: 0.0056 memory: 947 loss: 2.4267 2022/11/27 03:20:31 - mmengine - INFO - Epoch(train) [20][4100/5005] lr: 9.3419e-02 eta: 6:47:07 time: 0.0495 data_time: 0.0012 memory: 947 loss: 2.3002 2022/11/27 03:20:37 - mmengine - INFO - Epoch(train) [20][4200/5005] lr: 9.3406e-02 eta: 6:47:03 time: 0.0455 data_time: 0.0012 memory: 947 loss: 2.3909 2022/11/27 03:20:42 - mmengine - INFO - Epoch(train) [20][4300/5005] lr: 9.3393e-02 eta: 6:46:58 time: 0.0508 data_time: 0.0051 memory: 947 loss: 2.5805 2022/11/27 03:20:47 - mmengine - INFO - Epoch(train) [20][4400/5005] lr: 9.3380e-02 eta: 6:46:54 time: 0.0405 data_time: 0.0011 memory: 947 loss: 2.5316 2022/11/27 03:20:52 - mmengine - INFO - Epoch(train) [20][4500/5005] lr: 9.3367e-02 eta: 6:46:50 time: 0.0479 data_time: 0.0011 memory: 947 loss: 2.3531 2022/11/27 03:20:57 - mmengine - INFO - Epoch(train) [20][4600/5005] lr: 9.3354e-02 eta: 6:46:46 time: 0.0456 data_time: 0.0013 memory: 947 loss: 2.5410 2022/11/27 03:21:02 - mmengine - INFO - Epoch(train) [20][4700/5005] lr: 9.3341e-02 eta: 6:46:42 time: 0.0442 data_time: 0.0012 memory: 947 loss: 2.6485 2022/11/27 03:21:07 - mmengine - INFO - Epoch(train) [20][4800/5005] lr: 9.3328e-02 eta: 6:46:38 time: 0.0615 data_time: 0.0011 memory: 947 loss: 2.4192 2022/11/27 03:21:12 - mmengine - INFO - Epoch(train) [20][4900/5005] lr: 9.3315e-02 eta: 6:46:34 time: 0.0522 data_time: 0.0034 memory: 947 loss: 2.6678 2022/11/27 03:21:12 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:21:17 - mmengine - INFO - Epoch(train) [20][5000/5005] lr: 9.3302e-02 eta: 6:46:31 time: 0.0567 data_time: 0.0019 memory: 947 loss: 2.6432 2022/11/27 03:21:17 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:21:17 - mmengine - INFO - Saving checkpoint at 20 epochs 2022/11/27 03:21:22 - mmengine - INFO - Epoch(val) [20][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0253 memory: 947 2022/11/27 03:21:35 - mmengine - INFO - Epoch(val) [20][196/196] accuracy/top1: 50.1680 accuracy/top5: 75.4920 2022/11/27 03:21:40 - mmengine - INFO - Epoch(train) [21][ 100/5005] lr: 9.3288e-02 eta: 6:46:28 time: 0.0535 data_time: 0.0012 memory: 947 loss: 2.4698 2022/11/27 03:21:45 - mmengine - INFO - Epoch(train) [21][ 200/5005] lr: 9.3275e-02 eta: 6:46:24 time: 0.0445 data_time: 0.0014 memory: 947 loss: 2.6734 2022/11/27 03:21:50 - mmengine - INFO - Epoch(train) [21][ 300/5005] lr: 9.3262e-02 eta: 6:46:20 time: 0.0454 data_time: 0.0013 memory: 947 loss: 2.4453 2022/11/27 03:21:55 - mmengine - INFO - Epoch(train) [21][ 400/5005] lr: 9.3249e-02 eta: 6:46:15 time: 0.0460 data_time: 0.0011 memory: 947 loss: 2.7677 2022/11/27 03:22:00 - mmengine - INFO - Epoch(train) [21][ 500/5005] lr: 9.3236e-02 eta: 6:46:11 time: 0.0562 data_time: 0.0010 memory: 947 loss: 2.6945 2022/11/27 03:22:05 - mmengine - INFO - Epoch(train) [21][ 600/5005] lr: 9.3223e-02 eta: 6:46:07 time: 0.0544 data_time: 0.0014 memory: 947 loss: 2.5387 2022/11/27 03:22:10 - mmengine - INFO - Epoch(train) [21][ 700/5005] lr: 9.3210e-02 eta: 6:46:01 time: 0.0533 data_time: 0.0108 memory: 947 loss: 2.3630 2022/11/27 03:22:15 - mmengine - INFO - Epoch(train) [21][ 800/5005] lr: 9.3196e-02 eta: 6:45:57 time: 0.0496 data_time: 0.0014 memory: 947 loss: 2.3369 2022/11/27 03:22:21 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:22:21 - mmengine - INFO - Epoch(train) [21][ 900/5005] lr: 9.3183e-02 eta: 6:45:56 time: 0.0541 data_time: 0.0011 memory: 947 loss: 2.4262 2022/11/27 03:22:26 - mmengine - INFO - Epoch(train) [21][1000/5005] lr: 9.3170e-02 eta: 6:45:51 time: 0.0535 data_time: 0.0013 memory: 947 loss: 2.5934 2022/11/27 03:22:31 - mmengine - INFO - Epoch(train) [21][1100/5005] lr: 9.3157e-02 eta: 6:45:48 time: 0.0553 data_time: 0.0013 memory: 947 loss: 2.4351 2022/11/27 03:22:36 - mmengine - INFO - Epoch(train) [21][1200/5005] lr: 9.3144e-02 eta: 6:45:45 time: 0.0492 data_time: 0.0012 memory: 947 loss: 2.5895 2022/11/27 03:22:41 - mmengine - INFO - Epoch(train) [21][1300/5005] lr: 9.3130e-02 eta: 6:45:41 time: 0.0579 data_time: 0.0014 memory: 947 loss: 2.4839 2022/11/27 03:22:47 - mmengine - INFO - Epoch(train) [21][1400/5005] lr: 9.3117e-02 eta: 6:45:38 time: 0.0710 data_time: 0.0011 memory: 947 loss: 2.4483 2022/11/27 03:22:52 - mmengine - INFO - Epoch(train) [21][1500/5005] lr: 9.3104e-02 eta: 6:45:34 time: 0.0524 data_time: 0.0013 memory: 947 loss: 2.2989 2022/11/27 03:22:57 - mmengine - INFO - Epoch(train) [21][1600/5005] lr: 9.3091e-02 eta: 6:45:29 time: 0.0427 data_time: 0.0013 memory: 947 loss: 2.4803 2022/11/27 03:23:02 - mmengine - INFO - Epoch(train) [21][1700/5005] lr: 9.3077e-02 eta: 6:45:26 time: 0.0593 data_time: 0.0034 memory: 947 loss: 2.5937 2022/11/27 03:23:07 - mmengine - INFO - Epoch(train) [21][1800/5005] lr: 9.3064e-02 eta: 6:45:22 time: 0.0626 data_time: 0.0012 memory: 947 loss: 2.2053 2022/11/27 03:23:12 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:23:12 - mmengine - INFO - Epoch(train) [21][1900/5005] lr: 9.3051e-02 eta: 6:45:18 time: 0.0523 data_time: 0.0012 memory: 947 loss: 2.4147 2022/11/27 03:23:17 - mmengine - INFO - Epoch(train) [21][2000/5005] lr: 9.3038e-02 eta: 6:45:14 time: 0.0435 data_time: 0.0042 memory: 947 loss: 2.5104 2022/11/27 03:23:22 - mmengine - INFO - Epoch(train) [21][2100/5005] lr: 9.3024e-02 eta: 6:45:09 time: 0.0432 data_time: 0.0012 memory: 947 loss: 2.3514 2022/11/27 03:23:27 - mmengine - INFO - Epoch(train) [21][2200/5005] lr: 9.3011e-02 eta: 6:45:06 time: 0.0447 data_time: 0.0013 memory: 947 loss: 2.6287 2022/11/27 03:23:32 - mmengine - INFO - Epoch(train) [21][2300/5005] lr: 9.2998e-02 eta: 6:45:02 time: 0.0569 data_time: 0.0183 memory: 947 loss: 2.1688 2022/11/27 03:23:37 - mmengine - INFO - Epoch(train) [21][2400/5005] lr: 9.2984e-02 eta: 6:44:56 time: 0.0430 data_time: 0.0016 memory: 947 loss: 2.5110 2022/11/27 03:23:42 - mmengine - INFO - Epoch(train) [21][2500/5005] lr: 9.2971e-02 eta: 6:44:52 time: 0.0461 data_time: 0.0012 memory: 947 loss: 2.6515 2022/11/27 03:23:48 - mmengine - INFO - Epoch(train) [21][2600/5005] lr: 9.2957e-02 eta: 6:44:49 time: 0.0565 data_time: 0.0013 memory: 947 loss: 2.6226 2022/11/27 03:23:53 - mmengine - INFO - Epoch(train) [21][2700/5005] lr: 9.2944e-02 eta: 6:44:46 time: 0.0575 data_time: 0.0012 memory: 947 loss: 2.3435 2022/11/27 03:23:58 - mmengine - INFO - Epoch(train) [21][2800/5005] lr: 9.2931e-02 eta: 6:44:42 time: 0.0481 data_time: 0.0014 memory: 947 loss: 2.6155 2022/11/27 03:24:03 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:24:03 - mmengine - INFO - Epoch(train) [21][2900/5005] lr: 9.2917e-02 eta: 6:44:37 time: 0.0486 data_time: 0.0038 memory: 947 loss: 2.5809 2022/11/27 03:24:08 - mmengine - INFO - Epoch(train) [21][3000/5005] lr: 9.2904e-02 eta: 6:44:32 time: 0.0470 data_time: 0.0023 memory: 947 loss: 2.5917 2022/11/27 03:24:13 - mmengine - INFO - Epoch(train) [21][3100/5005] lr: 9.2890e-02 eta: 6:44:29 time: 0.0474 data_time: 0.0012 memory: 947 loss: 2.5823 2022/11/27 03:24:18 - mmengine - INFO - Epoch(train) [21][3200/5005] lr: 9.2877e-02 eta: 6:44:25 time: 0.0466 data_time: 0.0015 memory: 947 loss: 2.4759 2022/11/27 03:24:23 - mmengine - INFO - Epoch(train) [21][3300/5005] lr: 9.2863e-02 eta: 6:44:21 time: 0.0524 data_time: 0.0012 memory: 947 loss: 2.6797 2022/11/27 03:24:28 - mmengine - INFO - Epoch(train) [21][3400/5005] lr: 9.2850e-02 eta: 6:44:17 time: 0.0440 data_time: 0.0012 memory: 947 loss: 2.5246 2022/11/27 03:24:33 - mmengine - INFO - Epoch(train) [21][3500/5005] lr: 9.2836e-02 eta: 6:44:12 time: 0.0477 data_time: 0.0013 memory: 947 loss: 2.5872 2022/11/27 03:24:39 - mmengine - INFO - Epoch(train) [21][3600/5005] lr: 9.2823e-02 eta: 6:44:09 time: 0.0447 data_time: 0.0012 memory: 947 loss: 2.5185 2022/11/27 03:24:44 - mmengine - INFO - Epoch(train) [21][3700/5005] lr: 9.2809e-02 eta: 6:44:04 time: 0.0489 data_time: 0.0012 memory: 947 loss: 2.3728 2022/11/27 03:24:49 - mmengine - INFO - Epoch(train) [21][3800/5005] lr: 9.2796e-02 eta: 6:43:59 time: 0.0519 data_time: 0.0095 memory: 947 loss: 2.5378 2022/11/27 03:24:54 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:24:54 - mmengine - INFO - Epoch(train) [21][3900/5005] lr: 9.2782e-02 eta: 6:43:56 time: 0.0519 data_time: 0.0012 memory: 947 loss: 2.3723 2022/11/27 03:24:59 - mmengine - INFO - Epoch(train) [21][4000/5005] lr: 9.2769e-02 eta: 6:43:52 time: 0.0472 data_time: 0.0011 memory: 947 loss: 2.3401 2022/11/27 03:25:03 - mmengine - INFO - Epoch(train) [21][4100/5005] lr: 9.2755e-02 eta: 6:43:45 time: 0.0442 data_time: 0.0012 memory: 947 loss: 2.5032 2022/11/27 03:25:08 - mmengine - INFO - Epoch(train) [21][4200/5005] lr: 9.2742e-02 eta: 6:43:41 time: 0.0481 data_time: 0.0012 memory: 947 loss: 2.6264 2022/11/27 03:25:13 - mmengine - INFO - Epoch(train) [21][4300/5005] lr: 9.2728e-02 eta: 6:43:35 time: 0.0640 data_time: 0.0241 memory: 947 loss: 2.4223 2022/11/27 03:25:18 - mmengine - INFO - Epoch(train) [21][4400/5005] lr: 9.2715e-02 eta: 6:43:30 time: 0.0589 data_time: 0.0011 memory: 947 loss: 2.4191 2022/11/27 03:25:23 - mmengine - INFO - Epoch(train) [21][4500/5005] lr: 9.2701e-02 eta: 6:43:24 time: 0.0478 data_time: 0.0057 memory: 947 loss: 2.3447 2022/11/27 03:25:28 - mmengine - INFO - Epoch(train) [21][4600/5005] lr: 9.2687e-02 eta: 6:43:20 time: 0.0466 data_time: 0.0012 memory: 947 loss: 2.4285 2022/11/27 03:25:33 - mmengine - INFO - Epoch(train) [21][4700/5005] lr: 9.2674e-02 eta: 6:43:16 time: 0.0454 data_time: 0.0044 memory: 947 loss: 2.5569 2022/11/27 03:25:38 - mmengine - INFO - Epoch(train) [21][4800/5005] lr: 9.2660e-02 eta: 6:43:12 time: 0.0438 data_time: 0.0010 memory: 947 loss: 2.7848 2022/11/27 03:25:43 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:25:43 - mmengine - INFO - Epoch(train) [21][4900/5005] lr: 9.2646e-02 eta: 6:43:07 time: 0.0476 data_time: 0.0012 memory: 947 loss: 2.5597 2022/11/27 03:25:48 - mmengine - INFO - Epoch(train) [21][5000/5005] lr: 9.2633e-02 eta: 6:43:01 time: 0.0460 data_time: 0.0026 memory: 947 loss: 2.2748 2022/11/27 03:25:48 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:25:48 - mmengine - INFO - Saving checkpoint at 21 epochs 2022/11/27 03:25:52 - mmengine - INFO - Epoch(val) [21][100/196] eta: 0:00:03 time: 0.0362 data_time: 0.0156 memory: 947 2022/11/27 03:26:05 - mmengine - INFO - Epoch(val) [21][196/196] accuracy/top1: 50.0880 accuracy/top5: 75.6520 2022/11/27 03:26:11 - mmengine - INFO - Epoch(train) [22][ 100/5005] lr: 9.2618e-02 eta: 6:42:57 time: 0.0507 data_time: 0.0014 memory: 947 loss: 2.6091 2022/11/27 03:26:16 - mmengine - INFO - Epoch(train) [22][ 200/5005] lr: 9.2605e-02 eta: 6:42:53 time: 0.0646 data_time: 0.0219 memory: 947 loss: 2.5463 2022/11/27 03:26:21 - mmengine - INFO - Epoch(train) [22][ 300/5005] lr: 9.2591e-02 eta: 6:42:49 time: 0.0599 data_time: 0.0011 memory: 947 loss: 2.3893 2022/11/27 03:26:26 - mmengine - INFO - Epoch(train) [22][ 400/5005] lr: 9.2577e-02 eta: 6:42:44 time: 0.0477 data_time: 0.0014 memory: 947 loss: 2.3801 2022/11/27 03:26:31 - mmengine - INFO - Epoch(train) [22][ 500/5005] lr: 9.2564e-02 eta: 6:42:39 time: 0.0541 data_time: 0.0011 memory: 947 loss: 2.4208 2022/11/27 03:26:36 - mmengine - INFO - Epoch(train) [22][ 600/5005] lr: 9.2550e-02 eta: 6:42:36 time: 0.0399 data_time: 0.0013 memory: 947 loss: 2.5262 2022/11/27 03:26:41 - mmengine - INFO - Epoch(train) [22][ 700/5005] lr: 9.2536e-02 eta: 6:42:31 time: 0.0444 data_time: 0.0012 memory: 947 loss: 2.4326 2022/11/27 03:26:46 - mmengine - INFO - Epoch(train) [22][ 800/5005] lr: 9.2522e-02 eta: 6:42:28 time: 0.0459 data_time: 0.0014 memory: 947 loss: 2.3963 2022/11/27 03:26:51 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:26:51 - mmengine - INFO - Epoch(train) [22][ 900/5005] lr: 9.2509e-02 eta: 6:42:23 time: 0.0539 data_time: 0.0013 memory: 947 loss: 2.4381 2022/11/27 03:26:57 - mmengine - INFO - Epoch(train) [22][1000/5005] lr: 9.2495e-02 eta: 6:42:21 time: 0.0642 data_time: 0.0012 memory: 947 loss: 2.4745 2022/11/27 03:27:02 - mmengine - INFO - Epoch(train) [22][1100/5005] lr: 9.2481e-02 eta: 6:42:17 time: 0.0539 data_time: 0.0013 memory: 947 loss: 2.5582 2022/11/27 03:27:07 - mmengine - INFO - Epoch(train) [22][1200/5005] lr: 9.2467e-02 eta: 6:42:12 time: 0.0559 data_time: 0.0012 memory: 947 loss: 2.4583 2022/11/27 03:27:12 - mmengine - INFO - Epoch(train) [22][1300/5005] lr: 9.2454e-02 eta: 6:42:07 time: 0.0548 data_time: 0.0011 memory: 947 loss: 2.4404 2022/11/27 03:27:17 - mmengine - INFO - Epoch(train) [22][1400/5005] lr: 9.2440e-02 eta: 6:42:03 time: 0.0546 data_time: 0.0140 memory: 947 loss: 2.5165 2022/11/27 03:27:22 - mmengine - INFO - Epoch(train) [22][1500/5005] lr: 9.2426e-02 eta: 6:41:59 time: 0.0579 data_time: 0.0011 memory: 947 loss: 2.4396 2022/11/27 03:27:27 - mmengine - INFO - Epoch(train) [22][1600/5005] lr: 9.2412e-02 eta: 6:41:55 time: 0.0429 data_time: 0.0016 memory: 947 loss: 2.5891 2022/11/27 03:27:32 - mmengine - INFO - Epoch(train) [22][1700/5005] lr: 9.2398e-02 eta: 6:41:52 time: 0.0463 data_time: 0.0016 memory: 947 loss: 2.5501 2022/11/27 03:27:37 - mmengine - INFO - Epoch(train) [22][1800/5005] lr: 9.2384e-02 eta: 6:41:48 time: 0.0462 data_time: 0.0013 memory: 947 loss: 2.3577 2022/11/27 03:27:42 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:27:42 - mmengine - INFO - Epoch(train) [22][1900/5005] lr: 9.2370e-02 eta: 6:41:44 time: 0.0560 data_time: 0.0011 memory: 947 loss: 2.3258 2022/11/27 03:27:48 - mmengine - INFO - Epoch(train) [22][2000/5005] lr: 9.2357e-02 eta: 6:41:40 time: 0.0653 data_time: 0.0232 memory: 947 loss: 2.4878 2022/11/27 03:27:53 - mmengine - INFO - Epoch(train) [22][2100/5005] lr: 9.2343e-02 eta: 6:41:37 time: 0.0563 data_time: 0.0010 memory: 947 loss: 2.6481 2022/11/27 03:27:58 - mmengine - INFO - Epoch(train) [22][2200/5005] lr: 9.2329e-02 eta: 6:41:33 time: 0.0471 data_time: 0.0015 memory: 947 loss: 2.4387 2022/11/27 03:28:03 - mmengine - INFO - Epoch(train) [22][2300/5005] lr: 9.2315e-02 eta: 6:41:28 time: 0.0428 data_time: 0.0011 memory: 947 loss: 2.3867 2022/11/27 03:28:08 - mmengine - INFO - Epoch(train) [22][2400/5005] lr: 9.2301e-02 eta: 6:41:24 time: 0.0467 data_time: 0.0012 memory: 947 loss: 2.3208 2022/11/27 03:28:13 - mmengine - INFO - Epoch(train) [22][2500/5005] lr: 9.2287e-02 eta: 6:41:20 time: 0.0485 data_time: 0.0012 memory: 947 loss: 2.4531 2022/11/27 03:28:18 - mmengine - INFO - Epoch(train) [22][2600/5005] lr: 9.2273e-02 eta: 6:41:16 time: 0.0451 data_time: 0.0013 memory: 947 loss: 2.2949 2022/11/27 03:28:23 - mmengine - INFO - Epoch(train) [22][2700/5005] lr: 9.2259e-02 eta: 6:41:12 time: 0.0452 data_time: 0.0014 memory: 947 loss: 2.2773 2022/11/27 03:28:29 - mmengine - INFO - Epoch(train) [22][2800/5005] lr: 9.2245e-02 eta: 6:41:08 time: 0.0493 data_time: 0.0013 memory: 947 loss: 2.3267 2022/11/27 03:28:33 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:28:34 - mmengine - INFO - Epoch(train) [22][2900/5005] lr: 9.2231e-02 eta: 6:41:04 time: 0.0432 data_time: 0.0012 memory: 947 loss: 2.4721 2022/11/27 03:28:39 - mmengine - INFO - Epoch(train) [22][3000/5005] lr: 9.2217e-02 eta: 6:41:02 time: 0.0585 data_time: 0.0204 memory: 947 loss: 2.4142 2022/11/27 03:28:44 - mmengine - INFO - Epoch(train) [22][3100/5005] lr: 9.2203e-02 eta: 6:40:58 time: 0.0474 data_time: 0.0013 memory: 947 loss: 2.1835 2022/11/27 03:28:49 - mmengine - INFO - Epoch(train) [22][3200/5005] lr: 9.2189e-02 eta: 6:40:54 time: 0.0621 data_time: 0.0012 memory: 947 loss: 2.4454 2022/11/27 03:28:54 - mmengine - INFO - Epoch(train) [22][3300/5005] lr: 9.2175e-02 eta: 6:40:50 time: 0.0507 data_time: 0.0012 memory: 947 loss: 2.5661 2022/11/27 03:29:00 - mmengine - INFO - Epoch(train) [22][3400/5005] lr: 9.2161e-02 eta: 6:40:46 time: 0.0554 data_time: 0.0011 memory: 947 loss: 2.5682 2022/11/27 03:29:05 - mmengine - INFO - Epoch(train) [22][3500/5005] lr: 9.2147e-02 eta: 6:40:41 time: 0.0437 data_time: 0.0011 memory: 947 loss: 2.5615 2022/11/27 03:29:10 - mmengine - INFO - Epoch(train) [22][3600/5005] lr: 9.2133e-02 eta: 6:40:38 time: 0.0465 data_time: 0.0015 memory: 947 loss: 2.4032 2022/11/27 03:29:15 - mmengine - INFO - Epoch(train) [22][3700/5005] lr: 9.2119e-02 eta: 6:40:35 time: 0.0530 data_time: 0.0012 memory: 947 loss: 2.4998 2022/11/27 03:29:20 - mmengine - INFO - Epoch(train) [22][3800/5005] lr: 9.2104e-02 eta: 6:40:30 time: 0.0476 data_time: 0.0016 memory: 947 loss: 2.5106 2022/11/27 03:29:25 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:29:25 - mmengine - INFO - Epoch(train) [22][3900/5005] lr: 9.2090e-02 eta: 6:40:25 time: 0.0502 data_time: 0.0014 memory: 947 loss: 2.7154 2022/11/27 03:29:30 - mmengine - INFO - Epoch(train) [22][4000/5005] lr: 9.2076e-02 eta: 6:40:22 time: 0.0680 data_time: 0.0163 memory: 947 loss: 2.3768 2022/11/27 03:29:35 - mmengine - INFO - Epoch(train) [22][4100/5005] lr: 9.2062e-02 eta: 6:40:17 time: 0.0580 data_time: 0.0013 memory: 947 loss: 2.1940 2022/11/27 03:29:41 - mmengine - INFO - Epoch(train) [22][4200/5005] lr: 9.2048e-02 eta: 6:40:14 time: 0.0542 data_time: 0.0011 memory: 947 loss: 2.5066 2022/11/27 03:29:46 - mmengine - INFO - Epoch(train) [22][4300/5005] lr: 9.2034e-02 eta: 6:40:09 time: 0.0606 data_time: 0.0013 memory: 947 loss: 2.3337 2022/11/27 03:29:50 - mmengine - INFO - Epoch(train) [22][4400/5005] lr: 9.2020e-02 eta: 6:40:04 time: 0.0457 data_time: 0.0014 memory: 947 loss: 2.5173 2022/11/27 03:29:55 - mmengine - INFO - Epoch(train) [22][4500/5005] lr: 9.2005e-02 eta: 6:39:58 time: 0.0424 data_time: 0.0012 memory: 947 loss: 2.4793 2022/11/27 03:30:00 - mmengine - INFO - Epoch(train) [22][4600/5005] lr: 9.1991e-02 eta: 6:39:53 time: 0.0494 data_time: 0.0013 memory: 947 loss: 2.5213 2022/11/27 03:30:05 - mmengine - INFO - Epoch(train) [22][4700/5005] lr: 9.1977e-02 eta: 6:39:49 time: 0.0489 data_time: 0.0070 memory: 947 loss: 2.3909 2022/11/27 03:30:11 - mmengine - INFO - Epoch(train) [22][4800/5005] lr: 9.1963e-02 eta: 6:39:46 time: 0.0586 data_time: 0.0011 memory: 947 loss: 2.5128 2022/11/27 03:30:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:30:16 - mmengine - INFO - Epoch(train) [22][4900/5005] lr: 9.1949e-02 eta: 6:39:41 time: 0.0583 data_time: 0.0011 memory: 947 loss: 2.2906 2022/11/27 03:30:21 - mmengine - INFO - Epoch(train) [22][5000/5005] lr: 9.1934e-02 eta: 6:39:37 time: 0.0412 data_time: 0.0015 memory: 947 loss: 2.5627 2022/11/27 03:30:21 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:30:21 - mmengine - INFO - Saving checkpoint at 22 epochs 2022/11/27 03:30:25 - mmengine - INFO - Epoch(val) [22][100/196] eta: 0:00:03 time: 0.0379 data_time: 0.0274 memory: 947 2022/11/27 03:30:38 - mmengine - INFO - Epoch(val) [22][196/196] accuracy/top1: 50.4620 accuracy/top5: 75.7220 2022/11/27 03:30:44 - mmengine - INFO - Epoch(train) [23][ 100/5005] lr: 9.1919e-02 eta: 6:39:34 time: 0.0492 data_time: 0.0013 memory: 947 loss: 2.4386 2022/11/27 03:30:49 - mmengine - INFO - Epoch(train) [23][ 200/5005] lr: 9.1905e-02 eta: 6:39:30 time: 0.0516 data_time: 0.0015 memory: 947 loss: 2.2218 2022/11/27 03:30:54 - mmengine - INFO - Epoch(train) [23][ 300/5005] lr: 9.1891e-02 eta: 6:39:26 time: 0.0442 data_time: 0.0013 memory: 947 loss: 2.4907 2022/11/27 03:31:00 - mmengine - INFO - Epoch(train) [23][ 400/5005] lr: 9.1877e-02 eta: 6:39:23 time: 0.0566 data_time: 0.0109 memory: 947 loss: 2.3308 2022/11/27 03:31:05 - mmengine - INFO - Epoch(train) [23][ 500/5005] lr: 9.1862e-02 eta: 6:39:18 time: 0.0441 data_time: 0.0014 memory: 947 loss: 2.5641 2022/11/27 03:31:10 - mmengine - INFO - Epoch(train) [23][ 600/5005] lr: 9.1848e-02 eta: 6:39:14 time: 0.0497 data_time: 0.0012 memory: 947 loss: 2.5348 2022/11/27 03:31:15 - mmengine - INFO - Epoch(train) [23][ 700/5005] lr: 9.1834e-02 eta: 6:39:10 time: 0.0445 data_time: 0.0012 memory: 947 loss: 2.6164 2022/11/27 03:31:20 - mmengine - INFO - Epoch(train) [23][ 800/5005] lr: 9.1819e-02 eta: 6:39:05 time: 0.0538 data_time: 0.0012 memory: 947 loss: 2.3795 2022/11/27 03:31:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:31:25 - mmengine - INFO - Epoch(train) [23][ 900/5005] lr: 9.1805e-02 eta: 6:39:01 time: 0.0431 data_time: 0.0014 memory: 947 loss: 2.5302 2022/11/27 03:31:30 - mmengine - INFO - Epoch(train) [23][1000/5005] lr: 9.1791e-02 eta: 6:38:57 time: 0.0614 data_time: 0.0013 memory: 947 loss: 2.8176 2022/11/27 03:31:35 - mmengine - INFO - Epoch(train) [23][1100/5005] lr: 9.1776e-02 eta: 6:38:53 time: 0.0424 data_time: 0.0012 memory: 947 loss: 2.5673 2022/11/27 03:31:41 - mmengine - INFO - Epoch(train) [23][1200/5005] lr: 9.1762e-02 eta: 6:38:50 time: 0.0446 data_time: 0.0012 memory: 947 loss: 2.4971 2022/11/27 03:31:46 - mmengine - INFO - Epoch(train) [23][1300/5005] lr: 9.1748e-02 eta: 6:38:46 time: 0.0574 data_time: 0.0012 memory: 947 loss: 2.2247 2022/11/27 03:31:51 - mmengine - INFO - Epoch(train) [23][1400/5005] lr: 9.1733e-02 eta: 6:38:41 time: 0.0501 data_time: 0.0013 memory: 947 loss: 2.2419 2022/11/27 03:31:56 - mmengine - INFO - Epoch(train) [23][1500/5005] lr: 9.1719e-02 eta: 6:38:37 time: 0.0559 data_time: 0.0015 memory: 947 loss: 2.4091 2022/11/27 03:32:00 - mmengine - INFO - Epoch(train) [23][1600/5005] lr: 9.1704e-02 eta: 6:38:30 time: 0.0461 data_time: 0.0013 memory: 947 loss: 2.3196 2022/11/27 03:32:05 - mmengine - INFO - Epoch(train) [23][1700/5005] lr: 9.1690e-02 eta: 6:38:26 time: 0.0501 data_time: 0.0056 memory: 947 loss: 2.4721 2022/11/27 03:32:10 - mmengine - INFO - Epoch(train) [23][1800/5005] lr: 9.1675e-02 eta: 6:38:22 time: 0.0512 data_time: 0.0096 memory: 947 loss: 2.4297 2022/11/27 03:32:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:32:15 - mmengine - INFO - Epoch(train) [23][1900/5005] lr: 9.1661e-02 eta: 6:38:17 time: 0.0538 data_time: 0.0014 memory: 947 loss: 2.4884 2022/11/27 03:32:20 - mmengine - INFO - Epoch(train) [23][2000/5005] lr: 9.1646e-02 eta: 6:38:13 time: 0.0521 data_time: 0.0159 memory: 947 loss: 2.1740 2022/11/27 03:32:25 - mmengine - INFO - Epoch(train) [23][2100/5005] lr: 9.1632e-02 eta: 6:38:08 time: 0.0506 data_time: 0.0016 memory: 947 loss: 2.2605 2022/11/27 03:32:30 - mmengine - INFO - Epoch(train) [23][2200/5005] lr: 9.1618e-02 eta: 6:38:03 time: 0.0478 data_time: 0.0013 memory: 947 loss: 2.3649 2022/11/27 03:32:35 - mmengine - INFO - Epoch(train) [23][2300/5005] lr: 9.1603e-02 eta: 6:37:58 time: 0.0549 data_time: 0.0012 memory: 947 loss: 2.2027 2022/11/27 03:32:40 - mmengine - INFO - Epoch(train) [23][2400/5005] lr: 9.1589e-02 eta: 6:37:54 time: 0.0472 data_time: 0.0012 memory: 947 loss: 2.2602 2022/11/27 03:32:46 - mmengine - INFO - Epoch(train) [23][2500/5005] lr: 9.1574e-02 eta: 6:37:50 time: 0.0553 data_time: 0.0013 memory: 947 loss: 2.6358 2022/11/27 03:32:50 - mmengine - INFO - Epoch(train) [23][2600/5005] lr: 9.1559e-02 eta: 6:37:45 time: 0.0488 data_time: 0.0014 memory: 947 loss: 2.2826 2022/11/27 03:32:55 - mmengine - INFO - Epoch(train) [23][2700/5005] lr: 9.1545e-02 eta: 6:37:40 time: 0.0437 data_time: 0.0011 memory: 947 loss: 2.3104 2022/11/27 03:33:01 - mmengine - INFO - Epoch(train) [23][2800/5005] lr: 9.1530e-02 eta: 6:37:38 time: 0.0407 data_time: 0.0012 memory: 947 loss: 2.6781 2022/11/27 03:33:05 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:33:06 - mmengine - INFO - Epoch(train) [23][2900/5005] lr: 9.1516e-02 eta: 6:37:33 time: 0.0504 data_time: 0.0014 memory: 947 loss: 2.4685 2022/11/27 03:33:11 - mmengine - INFO - Epoch(train) [23][3000/5005] lr: 9.1501e-02 eta: 6:37:29 time: 0.0473 data_time: 0.0035 memory: 947 loss: 2.5855 2022/11/27 03:33:16 - mmengine - INFO - Epoch(train) [23][3100/5005] lr: 9.1487e-02 eta: 6:37:25 time: 0.0648 data_time: 0.0011 memory: 947 loss: 2.4515 2022/11/27 03:33:21 - mmengine - INFO - Epoch(train) [23][3200/5005] lr: 9.1472e-02 eta: 6:37:21 time: 0.0679 data_time: 0.0015 memory: 947 loss: 2.3906 2022/11/27 03:33:26 - mmengine - INFO - Epoch(train) [23][3300/5005] lr: 9.1457e-02 eta: 6:37:16 time: 0.0508 data_time: 0.0015 memory: 947 loss: 2.4146 2022/11/27 03:33:31 - mmengine - INFO - Epoch(train) [23][3400/5005] lr: 9.1443e-02 eta: 6:37:11 time: 0.0532 data_time: 0.0012 memory: 947 loss: 2.4415 2022/11/27 03:33:37 - mmengine - INFO - Epoch(train) [23][3500/5005] lr: 9.1428e-02 eta: 6:37:08 time: 0.0489 data_time: 0.0014 memory: 947 loss: 2.5709 2022/11/27 03:33:42 - mmengine - INFO - Epoch(train) [23][3600/5005] lr: 9.1413e-02 eta: 6:37:05 time: 0.0540 data_time: 0.0155 memory: 947 loss: 2.4343 2022/11/27 03:33:47 - mmengine - INFO - Epoch(train) [23][3700/5005] lr: 9.1399e-02 eta: 6:37:00 time: 0.0526 data_time: 0.0013 memory: 947 loss: 2.4074 2022/11/27 03:33:52 - mmengine - INFO - Epoch(train) [23][3800/5005] lr: 9.1384e-02 eta: 6:36:56 time: 0.0498 data_time: 0.0014 memory: 947 loss: 2.3653 2022/11/27 03:33:57 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:33:57 - mmengine - INFO - Epoch(train) [23][3900/5005] lr: 9.1369e-02 eta: 6:36:53 time: 0.0661 data_time: 0.0014 memory: 947 loss: 2.4235 2022/11/27 03:34:02 - mmengine - INFO - Epoch(train) [23][4000/5005] lr: 9.1355e-02 eta: 6:36:48 time: 0.0484 data_time: 0.0013 memory: 947 loss: 2.5753 2022/11/27 03:34:07 - mmengine - INFO - Epoch(train) [23][4100/5005] lr: 9.1340e-02 eta: 6:36:43 time: 0.0464 data_time: 0.0015 memory: 947 loss: 2.4192 2022/11/27 03:34:12 - mmengine - INFO - Epoch(train) [23][4200/5005] lr: 9.1325e-02 eta: 6:36:38 time: 0.0610 data_time: 0.0011 memory: 947 loss: 2.2746 2022/11/27 03:34:17 - mmengine - INFO - Epoch(train) [23][4300/5005] lr: 9.1311e-02 eta: 6:36:34 time: 0.0526 data_time: 0.0011 memory: 947 loss: 2.4157 2022/11/27 03:34:22 - mmengine - INFO - Epoch(train) [23][4400/5005] lr: 9.1296e-02 eta: 6:36:30 time: 0.0447 data_time: 0.0013 memory: 947 loss: 2.3965 2022/11/27 03:34:28 - mmengine - INFO - Epoch(train) [23][4500/5005] lr: 9.1281e-02 eta: 6:36:27 time: 0.0506 data_time: 0.0016 memory: 947 loss: 2.4163 2022/11/27 03:34:33 - mmengine - INFO - Epoch(train) [23][4600/5005] lr: 9.1266e-02 eta: 6:36:22 time: 0.0532 data_time: 0.0049 memory: 947 loss: 2.3080 2022/11/27 03:34:38 - mmengine - INFO - Epoch(train) [23][4700/5005] lr: 9.1252e-02 eta: 6:36:17 time: 0.0511 data_time: 0.0013 memory: 947 loss: 2.5971 2022/11/27 03:34:43 - mmengine - INFO - Epoch(train) [23][4800/5005] lr: 9.1237e-02 eta: 6:36:13 time: 0.0459 data_time: 0.0016 memory: 947 loss: 2.2754 2022/11/27 03:34:48 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:34:48 - mmengine - INFO - Epoch(train) [23][4900/5005] lr: 9.1222e-02 eta: 6:36:09 time: 0.0411 data_time: 0.0013 memory: 947 loss: 2.4837 2022/11/27 03:34:53 - mmengine - INFO - Epoch(train) [23][5000/5005] lr: 9.1207e-02 eta: 6:36:04 time: 0.0416 data_time: 0.0016 memory: 947 loss: 2.6242 2022/11/27 03:34:53 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:34:53 - mmengine - INFO - Saving checkpoint at 23 epochs 2022/11/27 03:34:58 - mmengine - INFO - Epoch(val) [23][100/196] eta: 0:00:03 time: 0.0366 data_time: 0.0262 memory: 947 2022/11/27 03:35:10 - mmengine - INFO - Epoch(val) [23][196/196] accuracy/top1: 50.0240 accuracy/top5: 75.7500 2022/11/27 03:35:16 - mmengine - INFO - Epoch(train) [24][ 100/5005] lr: 9.1192e-02 eta: 6:36:01 time: 0.0446 data_time: 0.0014 memory: 947 loss: 2.9861 2022/11/27 03:35:21 - mmengine - INFO - Epoch(train) [24][ 200/5005] lr: 9.1177e-02 eta: 6:35:56 time: 0.0578 data_time: 0.0011 memory: 947 loss: 2.2999 2022/11/27 03:35:26 - mmengine - INFO - Epoch(train) [24][ 300/5005] lr: 9.1162e-02 eta: 6:35:52 time: 0.0606 data_time: 0.0052 memory: 947 loss: 2.4127 2022/11/27 03:35:31 - mmengine - INFO - Epoch(train) [24][ 400/5005] lr: 9.1147e-02 eta: 6:35:47 time: 0.0527 data_time: 0.0014 memory: 947 loss: 2.5336 2022/11/27 03:35:36 - mmengine - INFO - Epoch(train) [24][ 500/5005] lr: 9.1132e-02 eta: 6:35:43 time: 0.0420 data_time: 0.0012 memory: 947 loss: 2.3254 2022/11/27 03:35:41 - mmengine - INFO - Epoch(train) [24][ 600/5005] lr: 9.1117e-02 eta: 6:35:37 time: 0.0471 data_time: 0.0012 memory: 947 loss: 2.2883 2022/11/27 03:35:46 - mmengine - INFO - Epoch(train) [24][ 700/5005] lr: 9.1102e-02 eta: 6:35:33 time: 0.0533 data_time: 0.0013 memory: 947 loss: 2.5059 2022/11/27 03:35:51 - mmengine - INFO - Epoch(train) [24][ 800/5005] lr: 9.1088e-02 eta: 6:35:28 time: 0.0450 data_time: 0.0012 memory: 947 loss: 2.6011 2022/11/27 03:35:55 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:35:56 - mmengine - INFO - Epoch(train) [24][ 900/5005] lr: 9.1073e-02 eta: 6:35:25 time: 0.0456 data_time: 0.0014 memory: 947 loss: 2.3319 2022/11/27 03:36:01 - mmengine - INFO - Epoch(train) [24][1000/5005] lr: 9.1058e-02 eta: 6:35:21 time: 0.0588 data_time: 0.0012 memory: 947 loss: 2.6163 2022/11/27 03:36:06 - mmengine - INFO - Epoch(train) [24][1100/5005] lr: 9.1043e-02 eta: 6:35:17 time: 0.0485 data_time: 0.0013 memory: 947 loss: 2.2722 2022/11/27 03:36:12 - mmengine - INFO - Epoch(train) [24][1200/5005] lr: 9.1028e-02 eta: 6:35:13 time: 0.0482 data_time: 0.0015 memory: 947 loss: 2.6304 2022/11/27 03:36:17 - mmengine - INFO - Epoch(train) [24][1300/5005] lr: 9.1013e-02 eta: 6:35:09 time: 0.0555 data_time: 0.0012 memory: 947 loss: 2.3186 2022/11/27 03:36:22 - mmengine - INFO - Epoch(train) [24][1400/5005] lr: 9.0998e-02 eta: 6:35:04 time: 0.0437 data_time: 0.0013 memory: 947 loss: 2.4466 2022/11/27 03:36:27 - mmengine - INFO - Epoch(train) [24][1500/5005] lr: 9.0983e-02 eta: 6:35:00 time: 0.0388 data_time: 0.0011 memory: 947 loss: 2.1817 2022/11/27 03:36:32 - mmengine - INFO - Epoch(train) [24][1600/5005] lr: 9.0968e-02 eta: 6:34:55 time: 0.0448 data_time: 0.0014 memory: 947 loss: 2.5477 2022/11/27 03:36:37 - mmengine - INFO - Epoch(train) [24][1700/5005] lr: 9.0953e-02 eta: 6:34:51 time: 0.0456 data_time: 0.0015 memory: 947 loss: 2.4253 2022/11/27 03:36:42 - mmengine - INFO - Epoch(train) [24][1800/5005] lr: 9.0938e-02 eta: 6:34:46 time: 0.0458 data_time: 0.0012 memory: 947 loss: 2.4059 2022/11/27 03:36:46 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:36:47 - mmengine - INFO - Epoch(train) [24][1900/5005] lr: 9.0923e-02 eta: 6:34:43 time: 0.0568 data_time: 0.0013 memory: 947 loss: 2.3549 2022/11/27 03:36:52 - mmengine - INFO - Epoch(train) [24][2000/5005] lr: 9.0908e-02 eta: 6:34:38 time: 0.0473 data_time: 0.0013 memory: 947 loss: 2.3566 2022/11/27 03:36:57 - mmengine - INFO - Epoch(train) [24][2100/5005] lr: 9.0893e-02 eta: 6:34:34 time: 0.0453 data_time: 0.0015 memory: 947 loss: 2.4971 2022/11/27 03:37:03 - mmengine - INFO - Epoch(train) [24][2200/5005] lr: 9.0878e-02 eta: 6:34:30 time: 0.0464 data_time: 0.0013 memory: 947 loss: 2.3969 2022/11/27 03:37:08 - mmengine - INFO - Epoch(train) [24][2300/5005] lr: 9.0863e-02 eta: 6:34:26 time: 0.0463 data_time: 0.0014 memory: 947 loss: 2.4926 2022/11/27 03:37:13 - mmengine - INFO - Epoch(train) [24][2400/5005] lr: 9.0848e-02 eta: 6:34:22 time: 0.0492 data_time: 0.0012 memory: 947 loss: 2.3183 2022/11/27 03:37:18 - mmengine - INFO - Epoch(train) [24][2500/5005] lr: 9.0833e-02 eta: 6:34:19 time: 0.0479 data_time: 0.0015 memory: 947 loss: 2.5686 2022/11/27 03:37:23 - mmengine - INFO - Epoch(train) [24][2600/5005] lr: 9.0818e-02 eta: 6:34:14 time: 0.0545 data_time: 0.0155 memory: 947 loss: 2.4351 2022/11/27 03:37:28 - mmengine - INFO - Epoch(train) [24][2700/5005] lr: 9.0802e-02 eta: 6:34:10 time: 0.0578 data_time: 0.0014 memory: 947 loss: 2.3934 2022/11/27 03:37:33 - mmengine - INFO - Epoch(train) [24][2800/5005] lr: 9.0787e-02 eta: 6:34:05 time: 0.0498 data_time: 0.0054 memory: 947 loss: 2.3985 2022/11/27 03:37:37 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:37:38 - mmengine - INFO - Epoch(train) [24][2900/5005] lr: 9.0772e-02 eta: 6:34:00 time: 0.0440 data_time: 0.0013 memory: 947 loss: 2.4264 2022/11/27 03:37:43 - mmengine - INFO - Epoch(train) [24][3000/5005] lr: 9.0757e-02 eta: 6:33:56 time: 0.0614 data_time: 0.0163 memory: 947 loss: 2.4821 2022/11/27 03:37:48 - mmengine - INFO - Epoch(train) [24][3100/5005] lr: 9.0742e-02 eta: 6:33:50 time: 0.0440 data_time: 0.0014 memory: 947 loss: 2.4420 2022/11/27 03:37:53 - mmengine - INFO - Epoch(train) [24][3200/5005] lr: 9.0727e-02 eta: 6:33:46 time: 0.0564 data_time: 0.0012 memory: 947 loss: 2.4489 2022/11/27 03:37:58 - mmengine - INFO - Epoch(train) [24][3300/5005] lr: 9.0711e-02 eta: 6:33:40 time: 0.0467 data_time: 0.0015 memory: 947 loss: 2.2251 2022/11/27 03:38:03 - mmengine - INFO - Epoch(train) [24][3400/5005] lr: 9.0696e-02 eta: 6:33:36 time: 0.0475 data_time: 0.0013 memory: 947 loss: 2.3886 2022/11/27 03:38:08 - mmengine - INFO - Epoch(train) [24][3500/5005] lr: 9.0681e-02 eta: 6:33:33 time: 0.0425 data_time: 0.0014 memory: 947 loss: 2.6053 2022/11/27 03:38:14 - mmengine - INFO - Epoch(train) [24][3600/5005] lr: 9.0666e-02 eta: 6:33:29 time: 0.0647 data_time: 0.0015 memory: 947 loss: 2.3769 2022/11/27 03:38:19 - mmengine - INFO - Epoch(train) [24][3700/5005] lr: 9.0651e-02 eta: 6:33:24 time: 0.0458 data_time: 0.0060 memory: 947 loss: 2.3938 2022/11/27 03:38:24 - mmengine - INFO - Epoch(train) [24][3800/5005] lr: 9.0635e-02 eta: 6:33:20 time: 0.0466 data_time: 0.0013 memory: 947 loss: 2.3604 2022/11/27 03:38:28 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:38:29 - mmengine - INFO - Epoch(train) [24][3900/5005] lr: 9.0620e-02 eta: 6:33:15 time: 0.0656 data_time: 0.0183 memory: 947 loss: 2.5154 2022/11/27 03:38:34 - mmengine - INFO - Epoch(train) [24][4000/5005] lr: 9.0605e-02 eta: 6:33:10 time: 0.0457 data_time: 0.0015 memory: 947 loss: 2.4990 2022/11/27 03:38:39 - mmengine - INFO - Epoch(train) [24][4100/5005] lr: 9.0590e-02 eta: 6:33:06 time: 0.0569 data_time: 0.0014 memory: 947 loss: 2.5368 2022/11/27 03:38:44 - mmengine - INFO - Epoch(train) [24][4200/5005] lr: 9.0574e-02 eta: 6:33:01 time: 0.0455 data_time: 0.0013 memory: 947 loss: 1.9740 2022/11/27 03:38:49 - mmengine - INFO - Epoch(train) [24][4300/5005] lr: 9.0559e-02 eta: 6:32:57 time: 0.0489 data_time: 0.0014 memory: 947 loss: 2.4734 2022/11/27 03:38:54 - mmengine - INFO - Epoch(train) [24][4400/5005] lr: 9.0544e-02 eta: 6:32:52 time: 0.0446 data_time: 0.0013 memory: 947 loss: 2.6126 2022/11/27 03:38:59 - mmengine - INFO - Epoch(train) [24][4500/5005] lr: 9.0528e-02 eta: 6:32:48 time: 0.0461 data_time: 0.0014 memory: 947 loss: 2.4501 2022/11/27 03:39:04 - mmengine - INFO - Epoch(train) [24][4600/5005] lr: 9.0513e-02 eta: 6:32:43 time: 0.0487 data_time: 0.0015 memory: 947 loss: 2.6817 2022/11/27 03:39:09 - mmengine - INFO - Epoch(train) [24][4700/5005] lr: 9.0498e-02 eta: 6:32:38 time: 0.0455 data_time: 0.0014 memory: 947 loss: 2.5534 2022/11/27 03:39:14 - mmengine - INFO - Epoch(train) [24][4800/5005] lr: 9.0482e-02 eta: 6:32:35 time: 0.0434 data_time: 0.0012 memory: 947 loss: 2.4933 2022/11/27 03:39:19 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:39:19 - mmengine - INFO - Epoch(train) [24][4900/5005] lr: 9.0467e-02 eta: 6:32:31 time: 0.0472 data_time: 0.0011 memory: 947 loss: 2.4393 2022/11/27 03:39:24 - mmengine - INFO - Epoch(train) [24][5000/5005] lr: 9.0452e-02 eta: 6:32:25 time: 0.0425 data_time: 0.0024 memory: 947 loss: 2.4524 2022/11/27 03:39:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:39:24 - mmengine - INFO - Saving checkpoint at 24 epochs 2022/11/27 03:39:29 - mmengine - INFO - Epoch(val) [24][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0221 memory: 947 2022/11/27 03:39:41 - mmengine - INFO - Epoch(val) [24][196/196] accuracy/top1: 50.5980 accuracy/top5: 75.6700 2022/11/27 03:39:47 - mmengine - INFO - Epoch(train) [25][ 100/5005] lr: 9.0436e-02 eta: 6:32:21 time: 0.0461 data_time: 0.0014 memory: 947 loss: 2.3705 2022/11/27 03:39:52 - mmengine - INFO - Epoch(train) [25][ 200/5005] lr: 9.0420e-02 eta: 6:32:17 time: 0.0425 data_time: 0.0012 memory: 947 loss: 2.4182 2022/11/27 03:39:57 - mmengine - INFO - Epoch(train) [25][ 300/5005] lr: 9.0405e-02 eta: 6:32:13 time: 0.0451 data_time: 0.0013 memory: 947 loss: 2.1518 2022/11/27 03:40:02 - mmengine - INFO - Epoch(train) [25][ 400/5005] lr: 9.0389e-02 eta: 6:32:08 time: 0.0541 data_time: 0.0014 memory: 947 loss: 2.3943 2022/11/27 03:40:07 - mmengine - INFO - Epoch(train) [25][ 500/5005] lr: 9.0374e-02 eta: 6:32:03 time: 0.0444 data_time: 0.0011 memory: 947 loss: 2.3523 2022/11/27 03:40:12 - mmengine - INFO - Epoch(train) [25][ 600/5005] lr: 9.0359e-02 eta: 6:31:59 time: 0.0459 data_time: 0.0015 memory: 947 loss: 2.3756 2022/11/27 03:40:17 - mmengine - INFO - Epoch(train) [25][ 700/5005] lr: 9.0343e-02 eta: 6:31:56 time: 0.0561 data_time: 0.0011 memory: 947 loss: 2.5861 2022/11/27 03:40:22 - mmengine - INFO - Epoch(train) [25][ 800/5005] lr: 9.0328e-02 eta: 6:31:51 time: 0.0497 data_time: 0.0015 memory: 947 loss: 2.4045 2022/11/27 03:40:27 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:40:28 - mmengine - INFO - Epoch(train) [25][ 900/5005] lr: 9.0312e-02 eta: 6:31:47 time: 0.0511 data_time: 0.0016 memory: 947 loss: 2.5722 2022/11/27 03:40:33 - mmengine - INFO - Epoch(train) [25][1000/5005] lr: 9.0297e-02 eta: 6:31:43 time: 0.0519 data_time: 0.0013 memory: 947 loss: 2.5284 2022/11/27 03:40:38 - mmengine - INFO - Epoch(train) [25][1100/5005] lr: 9.0281e-02 eta: 6:31:39 time: 0.0491 data_time: 0.0012 memory: 947 loss: 2.2932 2022/11/27 03:40:43 - mmengine - INFO - Epoch(train) [25][1200/5005] lr: 9.0266e-02 eta: 6:31:36 time: 0.0459 data_time: 0.0015 memory: 947 loss: 2.2525 2022/11/27 03:40:48 - mmengine - INFO - Epoch(train) [25][1300/5005] lr: 9.0250e-02 eta: 6:31:31 time: 0.0479 data_time: 0.0053 memory: 947 loss: 2.5405 2022/11/27 03:40:54 - mmengine - INFO - Epoch(train) [25][1400/5005] lr: 9.0235e-02 eta: 6:31:27 time: 0.0436 data_time: 0.0015 memory: 947 loss: 2.4654 2022/11/27 03:40:59 - mmengine - INFO - Epoch(train) [25][1500/5005] lr: 9.0219e-02 eta: 6:31:24 time: 0.0491 data_time: 0.0013 memory: 947 loss: 2.4021 2022/11/27 03:41:04 - mmengine - INFO - Epoch(train) [25][1600/5005] lr: 9.0204e-02 eta: 6:31:21 time: 0.0505 data_time: 0.0012 memory: 947 loss: 2.3561 2022/11/27 03:41:09 - mmengine - INFO - Epoch(train) [25][1700/5005] lr: 9.0188e-02 eta: 6:31:16 time: 0.0415 data_time: 0.0013 memory: 947 loss: 2.6813 2022/11/27 03:41:15 - mmengine - INFO - Epoch(train) [25][1800/5005] lr: 9.0173e-02 eta: 6:31:14 time: 0.0708 data_time: 0.0015 memory: 947 loss: 2.7942 2022/11/27 03:41:19 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:41:20 - mmengine - INFO - Epoch(train) [25][1900/5005] lr: 9.0157e-02 eta: 6:31:10 time: 0.0454 data_time: 0.0013 memory: 947 loss: 2.2614 2022/11/27 03:41:25 - mmengine - INFO - Epoch(train) [25][2000/5005] lr: 9.0141e-02 eta: 6:31:06 time: 0.0733 data_time: 0.0011 memory: 947 loss: 2.3443 2022/11/27 03:41:30 - mmengine - INFO - Epoch(train) [25][2100/5005] lr: 9.0126e-02 eta: 6:31:01 time: 0.0458 data_time: 0.0012 memory: 947 loss: 2.4700 2022/11/27 03:41:36 - mmengine - INFO - Epoch(train) [25][2200/5005] lr: 9.0110e-02 eta: 6:30:58 time: 0.0554 data_time: 0.0012 memory: 947 loss: 2.3653 2022/11/27 03:41:41 - mmengine - INFO - Epoch(train) [25][2300/5005] lr: 9.0095e-02 eta: 6:30:54 time: 0.0457 data_time: 0.0013 memory: 947 loss: 2.4045 2022/11/27 03:41:46 - mmengine - INFO - Epoch(train) [25][2400/5005] lr: 9.0079e-02 eta: 6:30:49 time: 0.0560 data_time: 0.0015 memory: 947 loss: 2.3772 2022/11/27 03:41:51 - mmengine - INFO - Epoch(train) [25][2500/5005] lr: 9.0063e-02 eta: 6:30:45 time: 0.0468 data_time: 0.0012 memory: 947 loss: 2.4075 2022/11/27 03:41:56 - mmengine - INFO - Epoch(train) [25][2600/5005] lr: 9.0048e-02 eta: 6:30:41 time: 0.0456 data_time: 0.0016 memory: 947 loss: 2.5866 2022/11/27 03:42:01 - mmengine - INFO - Epoch(train) [25][2700/5005] lr: 9.0032e-02 eta: 6:30:37 time: 0.0475 data_time: 0.0014 memory: 947 loss: 2.2724 2022/11/27 03:42:07 - mmengine - INFO - Epoch(train) [25][2800/5005] lr: 9.0016e-02 eta: 6:30:33 time: 0.0546 data_time: 0.0058 memory: 947 loss: 2.6637 2022/11/27 03:42:11 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:42:12 - mmengine - INFO - Epoch(train) [25][2900/5005] lr: 9.0001e-02 eta: 6:30:29 time: 0.0475 data_time: 0.0024 memory: 947 loss: 2.2747 2022/11/27 03:42:17 - mmengine - INFO - Epoch(train) [25][3000/5005] lr: 8.9985e-02 eta: 6:30:25 time: 0.0581 data_time: 0.0012 memory: 947 loss: 2.4689 2022/11/27 03:42:22 - mmengine - INFO - Epoch(train) [25][3100/5005] lr: 8.9969e-02 eta: 6:30:21 time: 0.0498 data_time: 0.0012 memory: 947 loss: 2.1885 2022/11/27 03:42:27 - mmengine - INFO - Epoch(train) [25][3200/5005] lr: 8.9953e-02 eta: 6:30:16 time: 0.0519 data_time: 0.0013 memory: 947 loss: 2.5007 2022/11/27 03:42:32 - mmengine - INFO - Epoch(train) [25][3300/5005] lr: 8.9938e-02 eta: 6:30:13 time: 0.0449 data_time: 0.0015 memory: 947 loss: 2.5266 2022/11/27 03:42:38 - mmengine - INFO - Epoch(train) [25][3400/5005] lr: 8.9922e-02 eta: 6:30:09 time: 0.0449 data_time: 0.0022 memory: 947 loss: 2.2641 2022/11/27 03:42:43 - mmengine - INFO - Epoch(train) [25][3500/5005] lr: 8.9906e-02 eta: 6:30:06 time: 0.0566 data_time: 0.0015 memory: 947 loss: 2.4773 2022/11/27 03:42:48 - mmengine - INFO - Epoch(train) [25][3600/5005] lr: 8.9890e-02 eta: 6:30:02 time: 0.0478 data_time: 0.0052 memory: 947 loss: 2.4159 2022/11/27 03:42:53 - mmengine - INFO - Epoch(train) [25][3700/5005] lr: 8.9875e-02 eta: 6:29:58 time: 0.0543 data_time: 0.0013 memory: 947 loss: 2.7224 2022/11/27 03:42:58 - mmengine - INFO - Epoch(train) [25][3800/5005] lr: 8.9859e-02 eta: 6:29:53 time: 0.0450 data_time: 0.0014 memory: 947 loss: 2.1929 2022/11/27 03:43:03 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:43:04 - mmengine - INFO - Epoch(train) [25][3900/5005] lr: 8.9843e-02 eta: 6:29:50 time: 0.0504 data_time: 0.0017 memory: 947 loss: 2.6722 2022/11/27 03:43:09 - mmengine - INFO - Epoch(train) [25][4000/5005] lr: 8.9827e-02 eta: 6:29:44 time: 0.0495 data_time: 0.0015 memory: 947 loss: 2.5497 2022/11/27 03:43:14 - mmengine - INFO - Epoch(train) [25][4100/5005] lr: 8.9811e-02 eta: 6:29:40 time: 0.0538 data_time: 0.0112 memory: 947 loss: 2.3687 2022/11/27 03:43:19 - mmengine - INFO - Epoch(train) [25][4200/5005] lr: 8.9796e-02 eta: 6:29:36 time: 0.0459 data_time: 0.0015 memory: 947 loss: 2.3745 2022/11/27 03:43:24 - mmengine - INFO - Epoch(train) [25][4300/5005] lr: 8.9780e-02 eta: 6:29:31 time: 0.0472 data_time: 0.0013 memory: 947 loss: 2.4817 2022/11/27 03:43:29 - mmengine - INFO - Epoch(train) [25][4400/5005] lr: 8.9764e-02 eta: 6:29:27 time: 0.0697 data_time: 0.0013 memory: 947 loss: 2.5992 2022/11/27 03:43:34 - mmengine - INFO - Epoch(train) [25][4500/5005] lr: 8.9748e-02 eta: 6:29:23 time: 0.0425 data_time: 0.0013 memory: 947 loss: 2.3336 2022/11/27 03:43:39 - mmengine - INFO - Epoch(train) [25][4600/5005] lr: 8.9732e-02 eta: 6:29:19 time: 0.0550 data_time: 0.0143 memory: 947 loss: 2.2791 2022/11/27 03:43:44 - mmengine - INFO - Epoch(train) [25][4700/5005] lr: 8.9716e-02 eta: 6:29:13 time: 0.0436 data_time: 0.0013 memory: 947 loss: 2.4710 2022/11/27 03:43:49 - mmengine - INFO - Epoch(train) [25][4800/5005] lr: 8.9700e-02 eta: 6:29:09 time: 0.0523 data_time: 0.0015 memory: 947 loss: 2.5366 2022/11/27 03:43:53 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:43:54 - mmengine - INFO - Epoch(train) [25][4900/5005] lr: 8.9685e-02 eta: 6:29:04 time: 0.0439 data_time: 0.0015 memory: 947 loss: 2.3412 2022/11/27 03:44:00 - mmengine - INFO - Epoch(train) [25][5000/5005] lr: 8.9669e-02 eta: 6:29:00 time: 0.0575 data_time: 0.0017 memory: 947 loss: 2.4324 2022/11/27 03:44:00 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:44:00 - mmengine - INFO - Saving checkpoint at 25 epochs 2022/11/27 03:44:04 - mmengine - INFO - Epoch(val) [25][100/196] eta: 0:00:03 time: 0.0380 data_time: 0.0269 memory: 947 2022/11/27 03:44:17 - mmengine - INFO - Epoch(val) [25][196/196] accuracy/top1: 51.5400 accuracy/top5: 76.7240 2022/11/27 03:44:23 - mmengine - INFO - Epoch(train) [26][ 100/5005] lr: 8.9652e-02 eta: 6:28:56 time: 0.0492 data_time: 0.0015 memory: 947 loss: 2.1808 2022/11/27 03:44:28 - mmengine - INFO - Epoch(train) [26][ 200/5005] lr: 8.9636e-02 eta: 6:28:52 time: 0.0573 data_time: 0.0079 memory: 947 loss: 2.3399 2022/11/27 03:44:33 - mmengine - INFO - Epoch(train) [26][ 300/5005] lr: 8.9620e-02 eta: 6:28:47 time: 0.0832 data_time: 0.0077 memory: 947 loss: 2.4264 2022/11/27 03:44:38 - mmengine - INFO - Epoch(train) [26][ 400/5005] lr: 8.9604e-02 eta: 6:28:42 time: 0.0441 data_time: 0.0014 memory: 947 loss: 2.4558 2022/11/27 03:44:43 - mmengine - INFO - Epoch(train) [26][ 500/5005] lr: 8.9588e-02 eta: 6:28:37 time: 0.0465 data_time: 0.0012 memory: 947 loss: 2.1594 2022/11/27 03:44:48 - mmengine - INFO - Epoch(train) [26][ 600/5005] lr: 8.9572e-02 eta: 6:28:35 time: 0.0747 data_time: 0.0014 memory: 947 loss: 2.1454 2022/11/27 03:44:53 - mmengine - INFO - Epoch(train) [26][ 700/5005] lr: 8.9556e-02 eta: 6:28:30 time: 0.0461 data_time: 0.0013 memory: 947 loss: 2.2694 2022/11/27 03:44:58 - mmengine - INFO - Epoch(train) [26][ 800/5005] lr: 8.9540e-02 eta: 6:28:26 time: 0.0450 data_time: 0.0015 memory: 947 loss: 2.3272 2022/11/27 03:45:02 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:45:04 - mmengine - INFO - Epoch(train) [26][ 900/5005] lr: 8.9524e-02 eta: 6:28:21 time: 0.0494 data_time: 0.0012 memory: 947 loss: 2.3164 2022/11/27 03:45:09 - mmengine - INFO - Epoch(train) [26][1000/5005] lr: 8.9508e-02 eta: 6:28:16 time: 0.0437 data_time: 0.0014 memory: 947 loss: 2.4657 2022/11/27 03:45:14 - mmengine - INFO - Epoch(train) [26][1100/5005] lr: 8.9492e-02 eta: 6:28:14 time: 0.0507 data_time: 0.0082 memory: 947 loss: 2.4447 2022/11/27 03:45:19 - mmengine - INFO - Epoch(train) [26][1200/5005] lr: 8.9476e-02 eta: 6:28:09 time: 0.0545 data_time: 0.0060 memory: 947 loss: 2.2952 2022/11/27 03:45:24 - mmengine - INFO - Epoch(train) [26][1300/5005] lr: 8.9460e-02 eta: 6:28:05 time: 0.0548 data_time: 0.0165 memory: 947 loss: 2.3178 2022/11/27 03:45:29 - mmengine - INFO - Epoch(train) [26][1400/5005] lr: 8.9444e-02 eta: 6:27:59 time: 0.0505 data_time: 0.0014 memory: 947 loss: 2.4023 2022/11/27 03:45:34 - mmengine - INFO - Epoch(train) [26][1500/5005] lr: 8.9428e-02 eta: 6:27:55 time: 0.0513 data_time: 0.0015 memory: 947 loss: 2.5921 2022/11/27 03:45:39 - mmengine - INFO - Epoch(train) [26][1600/5005] lr: 8.9412e-02 eta: 6:27:50 time: 0.0497 data_time: 0.0014 memory: 947 loss: 2.4214 2022/11/27 03:45:44 - mmengine - INFO - Epoch(train) [26][1700/5005] lr: 8.9396e-02 eta: 6:27:46 time: 0.0418 data_time: 0.0013 memory: 947 loss: 2.5181 2022/11/27 03:45:50 - mmengine - INFO - Epoch(train) [26][1800/5005] lr: 8.9379e-02 eta: 6:27:42 time: 0.0574 data_time: 0.0116 memory: 947 loss: 2.3874 2022/11/27 03:45:53 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:45:55 - mmengine - INFO - Epoch(train) [26][1900/5005] lr: 8.9363e-02 eta: 6:27:38 time: 0.0481 data_time: 0.0013 memory: 947 loss: 2.4153 2022/11/27 03:46:00 - mmengine - INFO - Epoch(train) [26][2000/5005] lr: 8.9347e-02 eta: 6:27:33 time: 0.0497 data_time: 0.0015 memory: 947 loss: 2.3791 2022/11/27 03:46:05 - mmengine - INFO - Epoch(train) [26][2100/5005] lr: 8.9331e-02 eta: 6:27:29 time: 0.0489 data_time: 0.0013 memory: 947 loss: 2.5001 2022/11/27 03:46:10 - mmengine - INFO - Epoch(train) [26][2200/5005] lr: 8.9315e-02 eta: 6:27:24 time: 0.0446 data_time: 0.0015 memory: 947 loss: 2.4337 2022/11/27 03:46:15 - mmengine - INFO - Epoch(train) [26][2300/5005] lr: 8.9299e-02 eta: 6:27:19 time: 0.0503 data_time: 0.0014 memory: 947 loss: 2.4641 2022/11/27 03:46:20 - mmengine - INFO - Epoch(train) [26][2400/5005] lr: 8.9283e-02 eta: 6:27:15 time: 0.0504 data_time: 0.0082 memory: 947 loss: 2.4071 2022/11/27 03:46:26 - mmengine - INFO - Epoch(train) [26][2500/5005] lr: 8.9266e-02 eta: 6:27:12 time: 0.0673 data_time: 0.0142 memory: 947 loss: 2.2899 2022/11/27 03:46:30 - mmengine - INFO - Epoch(train) [26][2600/5005] lr: 8.9250e-02 eta: 6:27:07 time: 0.0449 data_time: 0.0016 memory: 947 loss: 2.3794 2022/11/27 03:46:36 - mmengine - INFO - Epoch(train) [26][2700/5005] lr: 8.9234e-02 eta: 6:27:03 time: 0.0453 data_time: 0.0015 memory: 947 loss: 2.6137 2022/11/27 03:46:41 - mmengine - INFO - Epoch(train) [26][2800/5005] lr: 8.9218e-02 eta: 6:26:59 time: 0.0462 data_time: 0.0013 memory: 947 loss: 2.2970 2022/11/27 03:46:45 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:46:46 - mmengine - INFO - Epoch(train) [26][2900/5005] lr: 8.9202e-02 eta: 6:26:55 time: 0.0656 data_time: 0.0013 memory: 947 loss: 2.3653 2022/11/27 03:46:51 - mmengine - INFO - Epoch(train) [26][3000/5005] lr: 8.9185e-02 eta: 6:26:51 time: 0.0487 data_time: 0.0012 memory: 947 loss: 2.2756 2022/11/27 03:46:57 - mmengine - INFO - Epoch(train) [26][3100/5005] lr: 8.9169e-02 eta: 6:26:47 time: 0.0479 data_time: 0.0015 memory: 947 loss: 2.3535 2022/11/27 03:47:02 - mmengine - INFO - Epoch(train) [26][3200/5005] lr: 8.9153e-02 eta: 6:26:43 time: 0.0415 data_time: 0.0014 memory: 947 loss: 2.6220 2022/11/27 03:47:07 - mmengine - INFO - Epoch(train) [26][3300/5005] lr: 8.9137e-02 eta: 6:26:38 time: 0.0459 data_time: 0.0014 memory: 947 loss: 2.4669 2022/11/27 03:47:12 - mmengine - INFO - Epoch(train) [26][3400/5005] lr: 8.9120e-02 eta: 6:26:34 time: 0.0576 data_time: 0.0199 memory: 947 loss: 2.3977 2022/11/27 03:47:17 - mmengine - INFO - Epoch(train) [26][3500/5005] lr: 8.9104e-02 eta: 6:26:30 time: 0.0526 data_time: 0.0016 memory: 947 loss: 2.3882 2022/11/27 03:47:22 - mmengine - INFO - Epoch(train) [26][3600/5005] lr: 8.9088e-02 eta: 6:26:26 time: 0.0470 data_time: 0.0013 memory: 947 loss: 2.4518 2022/11/27 03:47:27 - mmengine - INFO - Epoch(train) [26][3700/5005] lr: 8.9071e-02 eta: 6:26:22 time: 0.0599 data_time: 0.0013 memory: 947 loss: 2.3935 2022/11/27 03:47:32 - mmengine - INFO - Epoch(train) [26][3800/5005] lr: 8.9055e-02 eta: 6:26:17 time: 0.0522 data_time: 0.0013 memory: 947 loss: 2.4510 2022/11/27 03:47:36 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:47:37 - mmengine - INFO - Epoch(train) [26][3900/5005] lr: 8.9039e-02 eta: 6:26:12 time: 0.0444 data_time: 0.0016 memory: 947 loss: 2.2943 2022/11/27 03:47:43 - mmengine - INFO - Epoch(train) [26][4000/5005] lr: 8.9022e-02 eta: 6:26:08 time: 0.0538 data_time: 0.0015 memory: 947 loss: 2.3180 2022/11/27 03:47:48 - mmengine - INFO - Epoch(train) [26][4100/5005] lr: 8.9006e-02 eta: 6:26:04 time: 0.0440 data_time: 0.0012 memory: 947 loss: 2.5271 2022/11/27 03:47:53 - mmengine - INFO - Epoch(train) [26][4200/5005] lr: 8.8990e-02 eta: 6:25:59 time: 0.0508 data_time: 0.0014 memory: 947 loss: 2.4415 2022/11/27 03:47:58 - mmengine - INFO - Epoch(train) [26][4300/5005] lr: 8.8973e-02 eta: 6:25:55 time: 0.0483 data_time: 0.0015 memory: 947 loss: 2.6565 2022/11/27 03:48:03 - mmengine - INFO - Epoch(train) [26][4400/5005] lr: 8.8957e-02 eta: 6:25:50 time: 0.0515 data_time: 0.0013 memory: 947 loss: 2.3400 2022/11/27 03:48:08 - mmengine - INFO - Epoch(train) [26][4500/5005] lr: 8.8940e-02 eta: 6:25:44 time: 0.0470 data_time: 0.0012 memory: 947 loss: 2.4933 2022/11/27 03:48:12 - mmengine - INFO - Epoch(train) [26][4600/5005] lr: 8.8924e-02 eta: 6:25:39 time: 0.0459 data_time: 0.0014 memory: 947 loss: 2.5144 2022/11/27 03:48:17 - mmengine - INFO - Epoch(train) [26][4700/5005] lr: 8.8908e-02 eta: 6:25:34 time: 0.0552 data_time: 0.0012 memory: 947 loss: 2.0897 2022/11/27 03:48:22 - mmengine - INFO - Epoch(train) [26][4800/5005] lr: 8.8891e-02 eta: 6:25:29 time: 0.0475 data_time: 0.0017 memory: 947 loss: 2.3324 2022/11/27 03:48:26 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:48:27 - mmengine - INFO - Epoch(train) [26][4900/5005] lr: 8.8875e-02 eta: 6:25:24 time: 0.0463 data_time: 0.0013 memory: 947 loss: 2.4773 2022/11/27 03:48:32 - mmengine - INFO - Epoch(train) [26][5000/5005] lr: 8.8858e-02 eta: 6:25:19 time: 0.0542 data_time: 0.0016 memory: 947 loss: 2.4540 2022/11/27 03:48:32 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:48:32 - mmengine - INFO - Saving checkpoint at 26 epochs 2022/11/27 03:48:37 - mmengine - INFO - Epoch(val) [26][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0251 memory: 947 2022/11/27 03:48:50 - mmengine - INFO - Epoch(val) [26][196/196] accuracy/top1: 50.9040 accuracy/top5: 76.0700 2022/11/27 03:48:55 - mmengine - INFO - Epoch(train) [27][ 100/5005] lr: 8.8841e-02 eta: 6:25:15 time: 0.0439 data_time: 0.0013 memory: 947 loss: 2.4330 2022/11/27 03:49:01 - mmengine - INFO - Epoch(train) [27][ 200/5005] lr: 8.8825e-02 eta: 6:25:11 time: 0.0529 data_time: 0.0012 memory: 947 loss: 2.2163 2022/11/27 03:49:06 - mmengine - INFO - Epoch(train) [27][ 300/5005] lr: 8.8808e-02 eta: 6:25:06 time: 0.0478 data_time: 0.0014 memory: 947 loss: 2.3563 2022/11/27 03:49:11 - mmengine - INFO - Epoch(train) [27][ 400/5005] lr: 8.8792e-02 eta: 6:25:02 time: 0.0431 data_time: 0.0013 memory: 947 loss: 2.5635 2022/11/27 03:49:16 - mmengine - INFO - Epoch(train) [27][ 500/5005] lr: 8.8775e-02 eta: 6:24:59 time: 0.0508 data_time: 0.0015 memory: 947 loss: 2.4387 2022/11/27 03:49:21 - mmengine - INFO - Epoch(train) [27][ 600/5005] lr: 8.8759e-02 eta: 6:24:54 time: 0.0475 data_time: 0.0015 memory: 947 loss: 2.3672 2022/11/27 03:49:26 - mmengine - INFO - Epoch(train) [27][ 700/5005] lr: 8.8742e-02 eta: 6:24:49 time: 0.0431 data_time: 0.0013 memory: 947 loss: 2.3607 2022/11/27 03:49:31 - mmengine - INFO - Epoch(train) [27][ 800/5005] lr: 8.8725e-02 eta: 6:24:45 time: 0.0457 data_time: 0.0021 memory: 947 loss: 2.5498 2022/11/27 03:49:35 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:49:37 - mmengine - INFO - Epoch(train) [27][ 900/5005] lr: 8.8709e-02 eta: 6:24:42 time: 0.0557 data_time: 0.0014 memory: 947 loss: 2.5920 2022/11/27 03:49:42 - mmengine - INFO - Epoch(train) [27][1000/5005] lr: 8.8692e-02 eta: 6:24:37 time: 0.0539 data_time: 0.0016 memory: 947 loss: 2.3716 2022/11/27 03:49:47 - mmengine - INFO - Epoch(train) [27][1100/5005] lr: 8.8676e-02 eta: 6:24:32 time: 0.0637 data_time: 0.0018 memory: 947 loss: 2.4847 2022/11/27 03:49:52 - mmengine - INFO - Epoch(train) [27][1200/5005] lr: 8.8659e-02 eta: 6:24:27 time: 0.0466 data_time: 0.0015 memory: 947 loss: 2.3828 2022/11/27 03:49:57 - mmengine - INFO - Epoch(train) [27][1300/5005] lr: 8.8643e-02 eta: 6:24:22 time: 0.0459 data_time: 0.0013 memory: 947 loss: 2.4003 2022/11/27 03:50:02 - mmengine - INFO - Epoch(train) [27][1400/5005] lr: 8.8626e-02 eta: 6:24:19 time: 0.0444 data_time: 0.0013 memory: 947 loss: 2.5715 2022/11/27 03:50:08 - mmengine - INFO - Epoch(train) [27][1500/5005] lr: 8.8609e-02 eta: 6:24:16 time: 0.0660 data_time: 0.0014 memory: 947 loss: 2.7133 2022/11/27 03:50:13 - mmengine - INFO - Epoch(train) [27][1600/5005] lr: 8.8593e-02 eta: 6:24:11 time: 0.0485 data_time: 0.0013 memory: 947 loss: 2.2651 2022/11/27 03:50:18 - mmengine - INFO - Epoch(train) [27][1700/5005] lr: 8.8576e-02 eta: 6:24:06 time: 0.0561 data_time: 0.0012 memory: 947 loss: 2.3566 2022/11/27 03:50:23 - mmengine - INFO - Epoch(train) [27][1800/5005] lr: 8.8559e-02 eta: 6:24:01 time: 0.0477 data_time: 0.0014 memory: 947 loss: 2.2036 2022/11/27 03:50:26 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:50:28 - mmengine - INFO - Epoch(train) [27][1900/5005] lr: 8.8543e-02 eta: 6:23:57 time: 0.0432 data_time: 0.0016 memory: 947 loss: 2.3747 2022/11/27 03:50:33 - mmengine - INFO - Epoch(train) [27][2000/5005] lr: 8.8526e-02 eta: 6:23:53 time: 0.0548 data_time: 0.0013 memory: 947 loss: 2.4590 2022/11/27 03:50:38 - mmengine - INFO - Epoch(train) [27][2100/5005] lr: 8.8509e-02 eta: 6:23:48 time: 0.0441 data_time: 0.0012 memory: 947 loss: 2.2263 2022/11/27 03:50:43 - mmengine - INFO - Epoch(train) [27][2200/5005] lr: 8.8493e-02 eta: 6:23:45 time: 0.0608 data_time: 0.0174 memory: 947 loss: 2.6503 2022/11/27 03:50:48 - mmengine - INFO - Epoch(train) [27][2300/5005] lr: 8.8476e-02 eta: 6:23:39 time: 0.0455 data_time: 0.0017 memory: 947 loss: 2.3372 2022/11/27 03:50:53 - mmengine - INFO - Epoch(train) [27][2400/5005] lr: 8.8459e-02 eta: 6:23:35 time: 0.0433 data_time: 0.0013 memory: 947 loss: 2.5540 2022/11/27 03:50:58 - mmengine - INFO - Epoch(train) [27][2500/5005] lr: 8.8443e-02 eta: 6:23:30 time: 0.0455 data_time: 0.0012 memory: 947 loss: 2.3998 2022/11/27 03:51:04 - mmengine - INFO - Epoch(train) [27][2600/5005] lr: 8.8426e-02 eta: 6:23:27 time: 0.0504 data_time: 0.0017 memory: 947 loss: 2.5211 2022/11/27 03:51:09 - mmengine - INFO - Epoch(train) [27][2700/5005] lr: 8.8409e-02 eta: 6:23:22 time: 0.0427 data_time: 0.0013 memory: 947 loss: 2.3407 2022/11/27 03:51:14 - mmengine - INFO - Epoch(train) [27][2800/5005] lr: 8.8392e-02 eta: 6:23:17 time: 0.0463 data_time: 0.0015 memory: 947 loss: 2.1875 2022/11/27 03:51:17 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:51:19 - mmengine - INFO - Epoch(train) [27][2900/5005] lr: 8.8376e-02 eta: 6:23:13 time: 0.0472 data_time: 0.0013 memory: 947 loss: 2.3707 2022/11/27 03:51:24 - mmengine - INFO - Epoch(train) [27][3000/5005] lr: 8.8359e-02 eta: 6:23:09 time: 0.0621 data_time: 0.0016 memory: 947 loss: 2.3959 2022/11/27 03:51:29 - mmengine - INFO - Epoch(train) [27][3100/5005] lr: 8.8342e-02 eta: 6:23:05 time: 0.0453 data_time: 0.0012 memory: 947 loss: 2.8064 2022/11/27 03:51:34 - mmengine - INFO - Epoch(train) [27][3200/5005] lr: 8.8325e-02 eta: 6:23:00 time: 0.0452 data_time: 0.0015 memory: 947 loss: 2.3745 2022/11/27 03:51:40 - mmengine - INFO - Epoch(train) [27][3300/5005] lr: 8.8309e-02 eta: 6:22:57 time: 0.0673 data_time: 0.0012 memory: 947 loss: 2.2839 2022/11/27 03:51:45 - mmengine - INFO - Epoch(train) [27][3400/5005] lr: 8.8292e-02 eta: 6:22:53 time: 0.0531 data_time: 0.0134 memory: 947 loss: 2.1541 2022/11/27 03:51:50 - mmengine - INFO - Epoch(train) [27][3500/5005] lr: 8.8275e-02 eta: 6:22:49 time: 0.0515 data_time: 0.0040 memory: 947 loss: 2.3134 2022/11/27 03:51:55 - mmengine - INFO - Epoch(train) [27][3600/5005] lr: 8.8258e-02 eta: 6:22:44 time: 0.0484 data_time: 0.0015 memory: 947 loss: 2.3893 2022/11/27 03:52:00 - mmengine - INFO - Epoch(train) [27][3700/5005] lr: 8.8241e-02 eta: 6:22:38 time: 0.0523 data_time: 0.0013 memory: 947 loss: 2.4880 2022/11/27 03:52:05 - mmengine - INFO - Epoch(train) [27][3800/5005] lr: 8.8224e-02 eta: 6:22:34 time: 0.0701 data_time: 0.0015 memory: 947 loss: 2.2445 2022/11/27 03:52:09 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:52:10 - mmengine - INFO - Epoch(train) [27][3900/5005] lr: 8.8208e-02 eta: 6:22:30 time: 0.0457 data_time: 0.0015 memory: 947 loss: 2.3954 2022/11/27 03:52:16 - mmengine - INFO - Epoch(train) [27][4000/5005] lr: 8.8191e-02 eta: 6:22:26 time: 0.0417 data_time: 0.0012 memory: 947 loss: 2.4657 2022/11/27 03:52:21 - mmengine - INFO - Epoch(train) [27][4100/5005] lr: 8.8174e-02 eta: 6:22:21 time: 0.0525 data_time: 0.0015 memory: 947 loss: 2.5853 2022/11/27 03:52:26 - mmengine - INFO - Epoch(train) [27][4200/5005] lr: 8.8157e-02 eta: 6:22:17 time: 0.0560 data_time: 0.0012 memory: 947 loss: 2.3679 2022/11/27 03:52:31 - mmengine - INFO - Epoch(train) [27][4300/5005] lr: 8.8140e-02 eta: 6:22:14 time: 0.0548 data_time: 0.0013 memory: 947 loss: 2.2864 2022/11/27 03:52:36 - mmengine - INFO - Epoch(train) [27][4400/5005] lr: 8.8123e-02 eta: 6:22:09 time: 0.0479 data_time: 0.0013 memory: 947 loss: 2.3956 2022/11/27 03:52:41 - mmengine - INFO - Epoch(train) [27][4500/5005] lr: 8.8106e-02 eta: 6:22:05 time: 0.0608 data_time: 0.0011 memory: 947 loss: 2.2511 2022/11/27 03:52:46 - mmengine - INFO - Epoch(train) [27][4600/5005] lr: 8.8089e-02 eta: 6:21:59 time: 0.0492 data_time: 0.0015 memory: 947 loss: 2.0856 2022/11/27 03:52:51 - mmengine - INFO - Epoch(train) [27][4700/5005] lr: 8.8072e-02 eta: 6:21:54 time: 0.0599 data_time: 0.0012 memory: 947 loss: 2.3851 2022/11/27 03:52:56 - mmengine - INFO - Epoch(train) [27][4800/5005] lr: 8.8055e-02 eta: 6:21:49 time: 0.0593 data_time: 0.0093 memory: 947 loss: 2.3797 2022/11/27 03:52:59 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:53:01 - mmengine - INFO - Epoch(train) [27][4900/5005] lr: 8.8038e-02 eta: 6:21:43 time: 0.0426 data_time: 0.0016 memory: 947 loss: 2.3794 2022/11/27 03:53:06 - mmengine - INFO - Epoch(train) [27][5000/5005] lr: 8.8021e-02 eta: 6:21:39 time: 0.0538 data_time: 0.0016 memory: 947 loss: 2.3600 2022/11/27 03:53:06 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:53:06 - mmengine - INFO - Saving checkpoint at 27 epochs 2022/11/27 03:53:11 - mmengine - INFO - Epoch(val) [27][100/196] eta: 0:00:03 time: 0.0385 data_time: 0.0283 memory: 947 2022/11/27 03:53:24 - mmengine - INFO - Epoch(val) [27][196/196] accuracy/top1: 51.9260 accuracy/top5: 76.9840 2022/11/27 03:53:29 - mmengine - INFO - Epoch(train) [28][ 100/5005] lr: 8.8003e-02 eta: 6:21:33 time: 0.0456 data_time: 0.0014 memory: 947 loss: 2.3589 2022/11/27 03:53:34 - mmengine - INFO - Epoch(train) [28][ 200/5005] lr: 8.7986e-02 eta: 6:21:29 time: 0.0769 data_time: 0.0014 memory: 947 loss: 2.3218 2022/11/27 03:53:38 - mmengine - INFO - Epoch(train) [28][ 300/5005] lr: 8.7969e-02 eta: 6:21:23 time: 0.0461 data_time: 0.0017 memory: 947 loss: 2.4457 2022/11/27 03:53:43 - mmengine - INFO - Epoch(train) [28][ 400/5005] lr: 8.7952e-02 eta: 6:21:19 time: 0.0645 data_time: 0.0013 memory: 947 loss: 2.3309 2022/11/27 03:53:49 - mmengine - INFO - Epoch(train) [28][ 500/5005] lr: 8.7935e-02 eta: 6:21:14 time: 0.0466 data_time: 0.0016 memory: 947 loss: 2.4020 2022/11/27 03:53:54 - mmengine - INFO - Epoch(train) [28][ 600/5005] lr: 8.7918e-02 eta: 6:21:10 time: 0.0590 data_time: 0.0014 memory: 947 loss: 2.2243 2022/11/27 03:53:59 - mmengine - INFO - Epoch(train) [28][ 700/5005] lr: 8.7901e-02 eta: 6:21:05 time: 0.0548 data_time: 0.0014 memory: 947 loss: 2.4909 2022/11/27 03:54:04 - mmengine - INFO - Epoch(train) [28][ 800/5005] lr: 8.7884e-02 eta: 6:21:00 time: 0.0535 data_time: 0.0144 memory: 947 loss: 2.4321 2022/11/27 03:54:07 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:54:09 - mmengine - INFO - Epoch(train) [28][ 900/5005] lr: 8.7867e-02 eta: 6:20:56 time: 0.0439 data_time: 0.0013 memory: 947 loss: 2.3883 2022/11/27 03:54:14 - mmengine - INFO - Epoch(train) [28][1000/5005] lr: 8.7850e-02 eta: 6:20:51 time: 0.0660 data_time: 0.0012 memory: 947 loss: 2.3997 2022/11/27 03:54:19 - mmengine - INFO - Epoch(train) [28][1100/5005] lr: 8.7833e-02 eta: 6:20:46 time: 0.0460 data_time: 0.0016 memory: 947 loss: 2.3148 2022/11/27 03:54:24 - mmengine - INFO - Epoch(train) [28][1200/5005] lr: 8.7816e-02 eta: 6:20:42 time: 0.0746 data_time: 0.0011 memory: 947 loss: 2.3482 2022/11/27 03:54:29 - mmengine - INFO - Epoch(train) [28][1300/5005] lr: 8.7799e-02 eta: 6:20:38 time: 0.0454 data_time: 0.0015 memory: 947 loss: 2.2540 2022/11/27 03:54:34 - mmengine - INFO - Epoch(train) [28][1400/5005] lr: 8.7782e-02 eta: 6:20:33 time: 0.0520 data_time: 0.0012 memory: 947 loss: 2.3379 2022/11/27 03:54:39 - mmengine - INFO - Epoch(train) [28][1500/5005] lr: 8.7765e-02 eta: 6:20:28 time: 0.0463 data_time: 0.0064 memory: 947 loss: 2.4174 2022/11/27 03:54:44 - mmengine - INFO - Epoch(train) [28][1600/5005] lr: 8.7747e-02 eta: 6:20:23 time: 0.0439 data_time: 0.0013 memory: 947 loss: 2.3377 2022/11/27 03:54:49 - mmengine - INFO - Epoch(train) [28][1700/5005] lr: 8.7730e-02 eta: 6:20:18 time: 0.0622 data_time: 0.0013 memory: 947 loss: 2.2293 2022/11/27 03:54:54 - mmengine - INFO - Epoch(train) [28][1800/5005] lr: 8.7713e-02 eta: 6:20:14 time: 0.0475 data_time: 0.0103 memory: 947 loss: 2.1622 2022/11/27 03:54:57 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:54:59 - mmengine - INFO - Epoch(train) [28][1900/5005] lr: 8.7696e-02 eta: 6:20:09 time: 0.0570 data_time: 0.0012 memory: 947 loss: 2.3359 2022/11/27 03:55:04 - mmengine - INFO - Epoch(train) [28][2000/5005] lr: 8.7679e-02 eta: 6:20:05 time: 0.0480 data_time: 0.0088 memory: 947 loss: 2.2297 2022/11/27 03:55:10 - mmengine - INFO - Epoch(train) [28][2100/5005] lr: 8.7661e-02 eta: 6:20:00 time: 0.0455 data_time: 0.0014 memory: 947 loss: 2.2673 2022/11/27 03:55:15 - mmengine - INFO - Epoch(train) [28][2200/5005] lr: 8.7644e-02 eta: 6:19:55 time: 0.0465 data_time: 0.0012 memory: 947 loss: 2.3538 2022/11/27 03:55:20 - mmengine - INFO - Epoch(train) [28][2300/5005] lr: 8.7627e-02 eta: 6:19:50 time: 0.0481 data_time: 0.0014 memory: 947 loss: 2.2332 2022/11/27 03:55:25 - mmengine - INFO - Epoch(train) [28][2400/5005] lr: 8.7610e-02 eta: 6:19:46 time: 0.0589 data_time: 0.0013 memory: 947 loss: 2.4383 2022/11/27 03:55:30 - mmengine - INFO - Epoch(train) [28][2500/5005] lr: 8.7593e-02 eta: 6:19:41 time: 0.0494 data_time: 0.0076 memory: 947 loss: 2.1368 2022/11/27 03:55:35 - mmengine - INFO - Epoch(train) [28][2600/5005] lr: 8.7575e-02 eta: 6:19:36 time: 0.0459 data_time: 0.0015 memory: 947 loss: 2.2402 2022/11/27 03:55:39 - mmengine - INFO - Epoch(train) [28][2700/5005] lr: 8.7558e-02 eta: 6:19:31 time: 0.0459 data_time: 0.0014 memory: 947 loss: 2.4615 2022/11/27 03:55:45 - mmengine - INFO - Epoch(train) [28][2800/5005] lr: 8.7541e-02 eta: 6:19:26 time: 0.0439 data_time: 0.0016 memory: 947 loss: 2.3944 2022/11/27 03:55:48 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:55:50 - mmengine - INFO - Epoch(train) [28][2900/5005] lr: 8.7524e-02 eta: 6:19:21 time: 0.0442 data_time: 0.0034 memory: 947 loss: 2.2723 2022/11/27 03:55:54 - mmengine - INFO - Epoch(train) [28][3000/5005] lr: 8.7506e-02 eta: 6:19:16 time: 0.0495 data_time: 0.0016 memory: 947 loss: 2.3491 2022/11/27 03:55:59 - mmengine - INFO - Epoch(train) [28][3100/5005] lr: 8.7489e-02 eta: 6:19:11 time: 0.0455 data_time: 0.0016 memory: 947 loss: 2.4717 2022/11/27 03:56:04 - mmengine - INFO - Epoch(train) [28][3200/5005] lr: 8.7472e-02 eta: 6:19:06 time: 0.0445 data_time: 0.0015 memory: 947 loss: 2.4603 2022/11/27 03:56:09 - mmengine - INFO - Epoch(train) [28][3300/5005] lr: 8.7454e-02 eta: 6:19:01 time: 0.0568 data_time: 0.0026 memory: 947 loss: 2.4645 2022/11/27 03:56:14 - mmengine - INFO - Epoch(train) [28][3400/5005] lr: 8.7437e-02 eta: 6:18:56 time: 0.0542 data_time: 0.0014 memory: 947 loss: 2.5151 2022/11/27 03:56:19 - mmengine - INFO - Epoch(train) [28][3500/5005] lr: 8.7420e-02 eta: 6:18:52 time: 0.0553 data_time: 0.0014 memory: 947 loss: 2.3951 2022/11/27 03:56:24 - mmengine - INFO - Epoch(train) [28][3600/5005] lr: 8.7402e-02 eta: 6:18:47 time: 0.0490 data_time: 0.0036 memory: 947 loss: 2.4732 2022/11/27 03:56:29 - mmengine - INFO - Epoch(train) [28][3700/5005] lr: 8.7385e-02 eta: 6:18:42 time: 0.0397 data_time: 0.0011 memory: 947 loss: 2.2218 2022/11/27 03:56:34 - mmengine - INFO - Epoch(train) [28][3800/5005] lr: 8.7368e-02 eta: 6:18:37 time: 0.0742 data_time: 0.0013 memory: 947 loss: 2.3124 2022/11/27 03:56:38 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:56:39 - mmengine - INFO - Epoch(train) [28][3900/5005] lr: 8.7350e-02 eta: 6:18:33 time: 0.0581 data_time: 0.0140 memory: 947 loss: 2.3866 2022/11/27 03:56:44 - mmengine - INFO - Epoch(train) [28][4000/5005] lr: 8.7333e-02 eta: 6:18:27 time: 0.0565 data_time: 0.0014 memory: 947 loss: 2.4206 2022/11/27 03:56:49 - mmengine - INFO - Epoch(train) [28][4100/5005] lr: 8.7315e-02 eta: 6:18:22 time: 0.0510 data_time: 0.0015 memory: 947 loss: 2.6100 2022/11/27 03:56:54 - mmengine - INFO - Epoch(train) [28][4200/5005] lr: 8.7298e-02 eta: 6:18:17 time: 0.0453 data_time: 0.0013 memory: 947 loss: 2.1664 2022/11/27 03:56:59 - mmengine - INFO - Epoch(train) [28][4300/5005] lr: 8.7281e-02 eta: 6:18:12 time: 0.0517 data_time: 0.0074 memory: 947 loss: 2.5410 2022/11/27 03:57:04 - mmengine - INFO - Epoch(train) [28][4400/5005] lr: 8.7263e-02 eta: 6:18:07 time: 0.0467 data_time: 0.0014 memory: 947 loss: 2.5145 2022/11/27 03:57:09 - mmengine - INFO - Epoch(train) [28][4500/5005] lr: 8.7246e-02 eta: 6:18:01 time: 0.0464 data_time: 0.0014 memory: 947 loss: 2.5339 2022/11/27 03:57:13 - mmengine - INFO - Epoch(train) [28][4600/5005] lr: 8.7228e-02 eta: 6:17:55 time: 0.0416 data_time: 0.0014 memory: 947 loss: 2.4973 2022/11/27 03:57:18 - mmengine - INFO - Epoch(train) [28][4700/5005] lr: 8.7211e-02 eta: 6:17:50 time: 0.0432 data_time: 0.0012 memory: 947 loss: 2.4327 2022/11/27 03:57:23 - mmengine - INFO - Epoch(train) [28][4800/5005] lr: 8.7193e-02 eta: 6:17:45 time: 0.0466 data_time: 0.0013 memory: 947 loss: 2.4246 2022/11/27 03:57:26 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:57:28 - mmengine - INFO - Epoch(train) [28][4900/5005] lr: 8.7176e-02 eta: 6:17:40 time: 0.0531 data_time: 0.0013 memory: 947 loss: 2.4488 2022/11/27 03:57:33 - mmengine - INFO - Epoch(train) [28][5000/5005] lr: 8.7158e-02 eta: 6:17:35 time: 0.0497 data_time: 0.0016 memory: 947 loss: 2.3151 2022/11/27 03:57:33 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:57:33 - mmengine - INFO - Saving checkpoint at 28 epochs 2022/11/27 03:57:38 - mmengine - INFO - Epoch(val) [28][100/196] eta: 0:00:03 time: 0.0364 data_time: 0.0256 memory: 947 2022/11/27 03:57:51 - mmengine - INFO - Epoch(val) [28][196/196] accuracy/top1: 51.6160 accuracy/top5: 76.8600 2022/11/27 03:57:56 - mmengine - INFO - Epoch(train) [29][ 100/5005] lr: 8.7140e-02 eta: 6:17:31 time: 0.0502 data_time: 0.0014 memory: 947 loss: 2.3207 2022/11/27 03:58:01 - mmengine - INFO - Epoch(train) [29][ 200/5005] lr: 8.7122e-02 eta: 6:17:26 time: 0.0514 data_time: 0.0060 memory: 947 loss: 2.3926 2022/11/27 03:58:06 - mmengine - INFO - Epoch(train) [29][ 300/5005] lr: 8.7105e-02 eta: 6:17:20 time: 0.0481 data_time: 0.0015 memory: 947 loss: 2.3040 2022/11/27 03:58:11 - mmengine - INFO - Epoch(train) [29][ 400/5005] lr: 8.7087e-02 eta: 6:17:17 time: 0.0731 data_time: 0.0012 memory: 947 loss: 2.2121 2022/11/27 03:58:17 - mmengine - INFO - Epoch(train) [29][ 500/5005] lr: 8.7070e-02 eta: 6:17:13 time: 0.0469 data_time: 0.0015 memory: 947 loss: 2.2062 2022/11/27 03:58:22 - mmengine - INFO - Epoch(train) [29][ 600/5005] lr: 8.7052e-02 eta: 6:17:08 time: 0.0468 data_time: 0.0013 memory: 947 loss: 2.5138 2022/11/27 03:58:27 - mmengine - INFO - Epoch(train) [29][ 700/5005] lr: 8.7035e-02 eta: 6:17:03 time: 0.0460 data_time: 0.0014 memory: 947 loss: 2.3216 2022/11/27 03:58:32 - mmengine - INFO - Epoch(train) [29][ 800/5005] lr: 8.7017e-02 eta: 6:16:59 time: 0.0439 data_time: 0.0013 memory: 947 loss: 2.2860 2022/11/27 03:58:35 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:58:37 - mmengine - INFO - Epoch(train) [29][ 900/5005] lr: 8.7000e-02 eta: 6:16:55 time: 0.0463 data_time: 0.0013 memory: 947 loss: 2.4736 2022/11/27 03:58:42 - mmengine - INFO - Epoch(train) [29][1000/5005] lr: 8.6982e-02 eta: 6:16:50 time: 0.0432 data_time: 0.0014 memory: 947 loss: 2.4897 2022/11/27 03:58:47 - mmengine - INFO - Epoch(train) [29][1100/5005] lr: 8.6964e-02 eta: 6:16:46 time: 0.0458 data_time: 0.0015 memory: 947 loss: 2.3955 2022/11/27 03:58:52 - mmengine - INFO - Epoch(train) [29][1200/5005] lr: 8.6947e-02 eta: 6:16:42 time: 0.0457 data_time: 0.0013 memory: 947 loss: 2.2043 2022/11/27 03:58:57 - mmengine - INFO - Epoch(train) [29][1300/5005] lr: 8.6929e-02 eta: 6:16:37 time: 0.0462 data_time: 0.0015 memory: 947 loss: 2.6849 2022/11/27 03:59:02 - mmengine - INFO - Epoch(train) [29][1400/5005] lr: 8.6911e-02 eta: 6:16:31 time: 0.0454 data_time: 0.0016 memory: 947 loss: 2.2340 2022/11/27 03:59:07 - mmengine - INFO - Epoch(train) [29][1500/5005] lr: 8.6894e-02 eta: 6:16:26 time: 0.0513 data_time: 0.0012 memory: 947 loss: 2.5341 2022/11/27 03:59:12 - mmengine - INFO - Epoch(train) [29][1600/5005] lr: 8.6876e-02 eta: 6:16:21 time: 0.0495 data_time: 0.0015 memory: 947 loss: 2.2871 2022/11/27 03:59:17 - mmengine - INFO - Epoch(train) [29][1700/5005] lr: 8.6858e-02 eta: 6:16:16 time: 0.0486 data_time: 0.0012 memory: 947 loss: 2.5827 2022/11/27 03:59:21 - mmengine - INFO - Epoch(train) [29][1800/5005] lr: 8.6841e-02 eta: 6:16:10 time: 0.0463 data_time: 0.0013 memory: 947 loss: 2.3903 2022/11/27 03:59:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 03:59:26 - mmengine - INFO - Epoch(train) [29][1900/5005] lr: 8.6823e-02 eta: 6:16:04 time: 0.0419 data_time: 0.0012 memory: 947 loss: 2.5012 2022/11/27 03:59:31 - mmengine - INFO - Epoch(train) [29][2000/5005] lr: 8.6805e-02 eta: 6:15:59 time: 0.0440 data_time: 0.0015 memory: 947 loss: 2.5962 2022/11/27 03:59:36 - mmengine - INFO - Epoch(train) [29][2100/5005] lr: 8.6788e-02 eta: 6:15:53 time: 0.0454 data_time: 0.0013 memory: 947 loss: 2.3436 2022/11/27 03:59:41 - mmengine - INFO - Epoch(train) [29][2200/5005] lr: 8.6770e-02 eta: 6:15:50 time: 0.0745 data_time: 0.0013 memory: 947 loss: 2.4092 2022/11/27 03:59:47 - mmengine - INFO - Epoch(train) [29][2300/5005] lr: 8.6752e-02 eta: 6:15:46 time: 0.0521 data_time: 0.0086 memory: 947 loss: 2.4848 2022/11/27 03:59:52 - mmengine - INFO - Epoch(train) [29][2400/5005] lr: 8.6734e-02 eta: 6:15:41 time: 0.0571 data_time: 0.0013 memory: 947 loss: 2.2163 2022/11/27 03:59:57 - mmengine - INFO - Epoch(train) [29][2500/5005] lr: 8.6717e-02 eta: 6:15:37 time: 0.0449 data_time: 0.0014 memory: 947 loss: 2.1666 2022/11/27 04:00:02 - mmengine - INFO - Epoch(train) [29][2600/5005] lr: 8.6699e-02 eta: 6:15:33 time: 0.0585 data_time: 0.0040 memory: 947 loss: 2.3930 2022/11/27 04:00:08 - mmengine - INFO - Epoch(train) [29][2700/5005] lr: 8.6681e-02 eta: 6:15:30 time: 0.0486 data_time: 0.0012 memory: 947 loss: 2.2305 2022/11/27 04:00:13 - mmengine - INFO - Epoch(train) [29][2800/5005] lr: 8.6663e-02 eta: 6:15:25 time: 0.0565 data_time: 0.0015 memory: 947 loss: 2.3821 2022/11/27 04:00:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:00:17 - mmengine - INFO - Epoch(train) [29][2900/5005] lr: 8.6646e-02 eta: 6:15:19 time: 0.0440 data_time: 0.0015 memory: 947 loss: 2.3997 2022/11/27 04:00:22 - mmengine - INFO - Epoch(train) [29][3000/5005] lr: 8.6628e-02 eta: 6:15:15 time: 0.0450 data_time: 0.0016 memory: 947 loss: 2.2545 2022/11/27 04:00:27 - mmengine - INFO - Epoch(train) [29][3100/5005] lr: 8.6610e-02 eta: 6:15:10 time: 0.0487 data_time: 0.0054 memory: 947 loss: 2.2805 2022/11/27 04:00:32 - mmengine - INFO - Epoch(train) [29][3200/5005] lr: 8.6592e-02 eta: 6:15:05 time: 0.0468 data_time: 0.0016 memory: 947 loss: 2.2957 2022/11/27 04:00:37 - mmengine - INFO - Epoch(train) [29][3300/5005] lr: 8.6574e-02 eta: 6:15:00 time: 0.0461 data_time: 0.0013 memory: 947 loss: 2.2920 2022/11/27 04:00:42 - mmengine - INFO - Epoch(train) [29][3400/5005] lr: 8.6557e-02 eta: 6:14:54 time: 0.0425 data_time: 0.0014 memory: 947 loss: 2.2638 2022/11/27 04:00:47 - mmengine - INFO - Epoch(train) [29][3500/5005] lr: 8.6539e-02 eta: 6:14:48 time: 0.0467 data_time: 0.0013 memory: 947 loss: 2.3665 2022/11/27 04:00:51 - mmengine - INFO - Epoch(train) [29][3600/5005] lr: 8.6521e-02 eta: 6:14:43 time: 0.0539 data_time: 0.0012 memory: 947 loss: 2.2209 2022/11/27 04:00:56 - mmengine - INFO - Epoch(train) [29][3700/5005] lr: 8.6503e-02 eta: 6:14:37 time: 0.0464 data_time: 0.0013 memory: 947 loss: 2.3449 2022/11/27 04:01:01 - mmengine - INFO - Epoch(train) [29][3800/5005] lr: 8.6485e-02 eta: 6:14:32 time: 0.0441 data_time: 0.0015 memory: 947 loss: 2.4329 2022/11/27 04:01:04 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:01:07 - mmengine - INFO - Epoch(train) [29][3900/5005] lr: 8.6467e-02 eta: 6:14:29 time: 0.0402 data_time: 0.0012 memory: 947 loss: 2.3138 2022/11/27 04:01:12 - mmengine - INFO - Epoch(train) [29][4000/5005] lr: 8.6449e-02 eta: 6:14:24 time: 0.0602 data_time: 0.0013 memory: 947 loss: 2.4086 2022/11/27 04:01:16 - mmengine - INFO - Epoch(train) [29][4100/5005] lr: 8.6431e-02 eta: 6:14:18 time: 0.0436 data_time: 0.0013 memory: 947 loss: 2.4320 2022/11/27 04:01:22 - mmengine - INFO - Epoch(train) [29][4200/5005] lr: 8.6414e-02 eta: 6:14:15 time: 0.0445 data_time: 0.0015 memory: 947 loss: 2.2021 2022/11/27 04:01:27 - mmengine - INFO - Epoch(train) [29][4300/5005] lr: 8.6396e-02 eta: 6:14:10 time: 0.0535 data_time: 0.0014 memory: 947 loss: 2.3934 2022/11/27 04:01:32 - mmengine - INFO - Epoch(train) [29][4400/5005] lr: 8.6378e-02 eta: 6:14:05 time: 0.0472 data_time: 0.0015 memory: 947 loss: 2.3591 2022/11/27 04:01:37 - mmengine - INFO - Epoch(train) [29][4500/5005] lr: 8.6360e-02 eta: 6:14:00 time: 0.0727 data_time: 0.0346 memory: 947 loss: 2.1969 2022/11/27 04:01:41 - mmengine - INFO - Epoch(train) [29][4600/5005] lr: 8.6342e-02 eta: 6:13:54 time: 0.0455 data_time: 0.0017 memory: 947 loss: 2.6840 2022/11/27 04:01:46 - mmengine - INFO - Epoch(train) [29][4700/5005] lr: 8.6324e-02 eta: 6:13:49 time: 0.0404 data_time: 0.0012 memory: 947 loss: 2.4119 2022/11/27 04:01:52 - mmengine - INFO - Epoch(train) [29][4800/5005] lr: 8.6306e-02 eta: 6:13:45 time: 0.0595 data_time: 0.0013 memory: 947 loss: 2.5178 2022/11/27 04:01:55 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:01:57 - mmengine - INFO - Epoch(train) [29][4900/5005] lr: 8.6288e-02 eta: 6:13:40 time: 0.0476 data_time: 0.0015 memory: 947 loss: 2.2641 2022/11/27 04:02:02 - mmengine - INFO - Epoch(train) [29][5000/5005] lr: 8.6270e-02 eta: 6:13:37 time: 0.0476 data_time: 0.0017 memory: 947 loss: 2.3012 2022/11/27 04:02:02 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:02:02 - mmengine - INFO - Saving checkpoint at 29 epochs 2022/11/27 04:02:07 - mmengine - INFO - Epoch(val) [29][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0248 memory: 947 2022/11/27 04:02:20 - mmengine - INFO - Epoch(val) [29][196/196] accuracy/top1: 52.1180 accuracy/top5: 77.0980 2022/11/27 04:02:25 - mmengine - INFO - Epoch(train) [30][ 100/5005] lr: 8.6251e-02 eta: 6:13:32 time: 0.0584 data_time: 0.0015 memory: 947 loss: 2.1864 2022/11/27 04:02:30 - mmengine - INFO - Epoch(train) [30][ 200/5005] lr: 8.6233e-02 eta: 6:13:28 time: 0.0444 data_time: 0.0014 memory: 947 loss: 2.3708 2022/11/27 04:02:36 - mmengine - INFO - Epoch(train) [30][ 300/5005] lr: 8.6215e-02 eta: 6:13:24 time: 0.0717 data_time: 0.0012 memory: 947 loss: 2.4151 2022/11/27 04:02:41 - mmengine - INFO - Epoch(train) [30][ 400/5005] lr: 8.6197e-02 eta: 6:13:19 time: 0.0448 data_time: 0.0016 memory: 947 loss: 2.4258 2022/11/27 04:02:46 - mmengine - INFO - Epoch(train) [30][ 500/5005] lr: 8.6179e-02 eta: 6:13:15 time: 0.0523 data_time: 0.0013 memory: 947 loss: 2.2588 2022/11/27 04:02:51 - mmengine - INFO - Epoch(train) [30][ 600/5005] lr: 8.6161e-02 eta: 6:13:10 time: 0.0500 data_time: 0.0016 memory: 947 loss: 2.3552 2022/11/27 04:02:56 - mmengine - INFO - Epoch(train) [30][ 700/5005] lr: 8.6143e-02 eta: 6:13:05 time: 0.0442 data_time: 0.0029 memory: 947 loss: 2.5810 2022/11/27 04:03:01 - mmengine - INFO - Epoch(train) [30][ 800/5005] lr: 8.6125e-02 eta: 6:13:00 time: 0.0599 data_time: 0.0047 memory: 947 loss: 2.2152 2022/11/27 04:03:03 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:03:06 - mmengine - INFO - Epoch(train) [30][ 900/5005] lr: 8.6106e-02 eta: 6:12:55 time: 0.0418 data_time: 0.0015 memory: 947 loss: 2.4027 2022/11/27 04:03:11 - mmengine - INFO - Epoch(train) [30][1000/5005] lr: 8.6088e-02 eta: 6:12:50 time: 0.0537 data_time: 0.0013 memory: 947 loss: 2.3228 2022/11/27 04:03:16 - mmengine - INFO - Epoch(train) [30][1100/5005] lr: 8.6070e-02 eta: 6:12:45 time: 0.0500 data_time: 0.0012 memory: 947 loss: 2.4656 2022/11/27 04:03:21 - mmengine - INFO - Epoch(train) [30][1200/5005] lr: 8.6052e-02 eta: 6:12:41 time: 0.0645 data_time: 0.0013 memory: 947 loss: 2.2663 2022/11/27 04:03:26 - mmengine - INFO - Epoch(train) [30][1300/5005] lr: 8.6034e-02 eta: 6:12:36 time: 0.0450 data_time: 0.0013 memory: 947 loss: 2.3234 2022/11/27 04:03:31 - mmengine - INFO - Epoch(train) [30][1400/5005] lr: 8.6016e-02 eta: 6:12:31 time: 0.0495 data_time: 0.0014 memory: 947 loss: 2.3644 2022/11/27 04:03:36 - mmengine - INFO - Epoch(train) [30][1500/5005] lr: 8.5998e-02 eta: 6:12:26 time: 0.0456 data_time: 0.0014 memory: 947 loss: 2.4381 2022/11/27 04:03:41 - mmengine - INFO - Epoch(train) [30][1600/5005] lr: 8.5980e-02 eta: 6:12:22 time: 0.0674 data_time: 0.0016 memory: 947 loss: 2.3478 2022/11/27 04:03:46 - mmengine - INFO - Epoch(train) [30][1700/5005] lr: 8.5961e-02 eta: 6:12:16 time: 0.0494 data_time: 0.0016 memory: 947 loss: 2.5500 2022/11/27 04:03:51 - mmengine - INFO - Epoch(train) [30][1800/5005] lr: 8.5943e-02 eta: 6:12:11 time: 0.0447 data_time: 0.0014 memory: 947 loss: 2.5250 2022/11/27 04:03:53 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:03:56 - mmengine - INFO - Epoch(train) [30][1900/5005] lr: 8.5925e-02 eta: 6:12:06 time: 0.0596 data_time: 0.0012 memory: 947 loss: 2.3918 2022/11/27 04:04:01 - mmengine - INFO - Epoch(train) [30][2000/5005] lr: 8.5907e-02 eta: 6:12:03 time: 0.0560 data_time: 0.0015 memory: 947 loss: 2.3474 2022/11/27 04:04:06 - mmengine - INFO - Epoch(train) [30][2100/5005] lr: 8.5889e-02 eta: 6:11:59 time: 0.0475 data_time: 0.0019 memory: 947 loss: 2.4025 2022/11/27 04:04:12 - mmengine - INFO - Epoch(train) [30][2200/5005] lr: 8.5870e-02 eta: 6:11:54 time: 0.0539 data_time: 0.0127 memory: 947 loss: 2.3646 2022/11/27 04:04:17 - mmengine - INFO - Epoch(train) [30][2300/5005] lr: 8.5852e-02 eta: 6:11:50 time: 0.0640 data_time: 0.0013 memory: 947 loss: 2.4951 2022/11/27 04:04:21 - mmengine - INFO - Epoch(train) [30][2400/5005] lr: 8.5834e-02 eta: 6:11:44 time: 0.0470 data_time: 0.0017 memory: 947 loss: 2.5198 2022/11/27 04:04:27 - mmengine - INFO - Epoch(train) [30][2500/5005] lr: 8.5816e-02 eta: 6:11:40 time: 0.0561 data_time: 0.0013 memory: 947 loss: 2.4871 2022/11/27 04:04:32 - mmengine - INFO - Epoch(train) [30][2600/5005] lr: 8.5797e-02 eta: 6:11:36 time: 0.0448 data_time: 0.0014 memory: 947 loss: 2.2927 2022/11/27 04:04:37 - mmengine - INFO - Epoch(train) [30][2700/5005] lr: 8.5779e-02 eta: 6:11:31 time: 0.0537 data_time: 0.0013 memory: 947 loss: 2.3777 2022/11/27 04:04:42 - mmengine - INFO - Epoch(train) [30][2800/5005] lr: 8.5761e-02 eta: 6:11:26 time: 0.0494 data_time: 0.0064 memory: 947 loss: 2.5216 2022/11/27 04:04:45 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:04:47 - mmengine - INFO - Epoch(train) [30][2900/5005] lr: 8.5743e-02 eta: 6:11:21 time: 0.0462 data_time: 0.0017 memory: 947 loss: 2.4267 2022/11/27 04:04:52 - mmengine - INFO - Epoch(train) [30][3000/5005] lr: 8.5724e-02 eta: 6:11:16 time: 0.0532 data_time: 0.0015 memory: 947 loss: 2.3538 2022/11/27 04:04:57 - mmengine - INFO - Epoch(train) [30][3100/5005] lr: 8.5706e-02 eta: 6:11:12 time: 0.0461 data_time: 0.0015 memory: 947 loss: 2.3517 2022/11/27 04:05:03 - mmengine - INFO - Epoch(train) [30][3200/5005] lr: 8.5688e-02 eta: 6:11:08 time: 0.0543 data_time: 0.0014 memory: 947 loss: 2.3764 2022/11/27 04:05:08 - mmengine - INFO - Epoch(train) [30][3300/5005] lr: 8.5669e-02 eta: 6:11:04 time: 0.0478 data_time: 0.0018 memory: 947 loss: 2.5532 2022/11/27 04:05:13 - mmengine - INFO - Epoch(train) [30][3400/5005] lr: 8.5651e-02 eta: 6:11:00 time: 0.0659 data_time: 0.0013 memory: 947 loss: 2.3232 2022/11/27 04:05:18 - mmengine - INFO - Epoch(train) [30][3500/5005] lr: 8.5633e-02 eta: 6:10:55 time: 0.0717 data_time: 0.0243 memory: 947 loss: 2.4530 2022/11/27 04:05:23 - mmengine - INFO - Epoch(train) [30][3600/5005] lr: 8.5614e-02 eta: 6:10:52 time: 0.0471 data_time: 0.0046 memory: 947 loss: 2.5278 2022/11/27 04:05:28 - mmengine - INFO - Epoch(train) [30][3700/5005] lr: 8.5596e-02 eta: 6:10:47 time: 0.0458 data_time: 0.0014 memory: 947 loss: 2.1562 2022/11/27 04:05:33 - mmengine - INFO - Epoch(train) [30][3800/5005] lr: 8.5578e-02 eta: 6:10:42 time: 0.0535 data_time: 0.0015 memory: 947 loss: 2.4058 2022/11/27 04:05:36 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:05:39 - mmengine - INFO - Epoch(train) [30][3900/5005] lr: 8.5559e-02 eta: 6:10:37 time: 0.0609 data_time: 0.0015 memory: 947 loss: 2.4736 2022/11/27 04:05:43 - mmengine - INFO - Epoch(train) [30][4000/5005] lr: 8.5541e-02 eta: 6:10:32 time: 0.0451 data_time: 0.0015 memory: 947 loss: 2.1600 2022/11/27 04:05:48 - mmengine - INFO - Epoch(train) [30][4100/5005] lr: 8.5522e-02 eta: 6:10:27 time: 0.0456 data_time: 0.0058 memory: 947 loss: 2.3296 2022/11/27 04:05:54 - mmengine - INFO - Epoch(train) [30][4200/5005] lr: 8.5504e-02 eta: 6:10:23 time: 0.0463 data_time: 0.0015 memory: 947 loss: 2.5594 2022/11/27 04:05:59 - mmengine - INFO - Epoch(train) [30][4300/5005] lr: 8.5486e-02 eta: 6:10:18 time: 0.0448 data_time: 0.0017 memory: 947 loss: 2.4036 2022/11/27 04:06:04 - mmengine - INFO - Epoch(train) [30][4400/5005] lr: 8.5467e-02 eta: 6:10:14 time: 0.0546 data_time: 0.0015 memory: 947 loss: 2.3136 2022/11/27 04:06:09 - mmengine - INFO - Epoch(train) [30][4500/5005] lr: 8.5449e-02 eta: 6:10:09 time: 0.0444 data_time: 0.0017 memory: 947 loss: 2.4795 2022/11/27 04:06:14 - mmengine - INFO - Epoch(train) [30][4600/5005] lr: 8.5430e-02 eta: 6:10:04 time: 0.0491 data_time: 0.0015 memory: 947 loss: 2.5929 2022/11/27 04:06:19 - mmengine - INFO - Epoch(train) [30][4700/5005] lr: 8.5412e-02 eta: 6:10:00 time: 0.0460 data_time: 0.0014 memory: 947 loss: 2.2643 2022/11/27 04:06:24 - mmengine - INFO - Epoch(train) [30][4800/5005] lr: 8.5393e-02 eta: 6:09:56 time: 0.0480 data_time: 0.0013 memory: 947 loss: 2.6862 2022/11/27 04:06:27 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:06:29 - mmengine - INFO - Epoch(train) [30][4900/5005] lr: 8.5375e-02 eta: 6:09:51 time: 0.0540 data_time: 0.0152 memory: 947 loss: 2.2361 2022/11/27 04:06:34 - mmengine - INFO - Epoch(train) [30][5000/5005] lr: 8.5356e-02 eta: 6:09:46 time: 0.0442 data_time: 0.0023 memory: 947 loss: 2.3189 2022/11/27 04:06:34 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:06:34 - mmengine - INFO - Saving checkpoint at 30 epochs 2022/11/27 04:06:39 - mmengine - INFO - Epoch(val) [30][100/196] eta: 0:00:03 time: 0.0360 data_time: 0.0254 memory: 947 2022/11/27 04:06:52 - mmengine - INFO - Epoch(val) [30][196/196] accuracy/top1: 52.4140 accuracy/top5: 77.0520 2022/11/27 04:06:58 - mmengine - INFO - Epoch(train) [31][ 100/5005] lr: 8.5337e-02 eta: 6:09:43 time: 0.0609 data_time: 0.0052 memory: 947 loss: 2.3301 2022/11/27 04:07:02 - mmengine - INFO - Epoch(train) [31][ 200/5005] lr: 8.5319e-02 eta: 6:09:38 time: 0.0481 data_time: 0.0017 memory: 947 loss: 2.2749 2022/11/27 04:07:08 - mmengine - INFO - Epoch(train) [31][ 300/5005] lr: 8.5300e-02 eta: 6:09:33 time: 0.0454 data_time: 0.0013 memory: 947 loss: 2.2686 2022/11/27 04:07:13 - mmengine - INFO - Epoch(train) [31][ 400/5005] lr: 8.5281e-02 eta: 6:09:29 time: 0.0519 data_time: 0.0012 memory: 947 loss: 2.2212 2022/11/27 04:07:18 - mmengine - INFO - Epoch(train) [31][ 500/5005] lr: 8.5263e-02 eta: 6:09:24 time: 0.0613 data_time: 0.0265 memory: 947 loss: 2.3370 2022/11/27 04:07:23 - mmengine - INFO - Epoch(train) [31][ 600/5005] lr: 8.5244e-02 eta: 6:09:19 time: 0.0435 data_time: 0.0015 memory: 947 loss: 2.6348 2022/11/27 04:07:28 - mmengine - INFO - Epoch(train) [31][ 700/5005] lr: 8.5226e-02 eta: 6:09:15 time: 0.0470 data_time: 0.0013 memory: 947 loss: 2.3418 2022/11/27 04:07:33 - mmengine - INFO - Epoch(train) [31][ 800/5005] lr: 8.5207e-02 eta: 6:09:10 time: 0.0440 data_time: 0.0014 memory: 947 loss: 2.3223 2022/11/27 04:07:35 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:07:38 - mmengine - INFO - Epoch(train) [31][ 900/5005] lr: 8.5189e-02 eta: 6:09:05 time: 0.0572 data_time: 0.0013 memory: 947 loss: 2.4209 2022/11/27 04:07:43 - mmengine - INFO - Epoch(train) [31][1000/5005] lr: 8.5170e-02 eta: 6:09:00 time: 0.0516 data_time: 0.0012 memory: 947 loss: 2.4826 2022/11/27 04:07:48 - mmengine - INFO - Epoch(train) [31][1100/5005] lr: 8.5152e-02 eta: 6:08:56 time: 0.0513 data_time: 0.0013 memory: 947 loss: 2.4909 2022/11/27 04:07:53 - mmengine - INFO - Epoch(train) [31][1200/5005] lr: 8.5133e-02 eta: 6:08:51 time: 0.0508 data_time: 0.0015 memory: 947 loss: 2.5790 2022/11/27 04:07:58 - mmengine - INFO - Epoch(train) [31][1300/5005] lr: 8.5114e-02 eta: 6:08:46 time: 0.0457 data_time: 0.0016 memory: 947 loss: 2.0418 2022/11/27 04:08:03 - mmengine - INFO - Epoch(train) [31][1400/5005] lr: 8.5096e-02 eta: 6:08:41 time: 0.0473 data_time: 0.0014 memory: 947 loss: 2.2966 2022/11/27 04:08:08 - mmengine - INFO - Epoch(train) [31][1500/5005] lr: 8.5077e-02 eta: 6:08:36 time: 0.0498 data_time: 0.0084 memory: 947 loss: 2.5842 2022/11/27 04:08:13 - mmengine - INFO - Epoch(train) [31][1600/5005] lr: 8.5058e-02 eta: 6:08:31 time: 0.0456 data_time: 0.0014 memory: 947 loss: 2.4264 2022/11/27 04:08:18 - mmengine - INFO - Epoch(train) [31][1700/5005] lr: 8.5040e-02 eta: 6:08:27 time: 0.0495 data_time: 0.0014 memory: 947 loss: 2.6117 2022/11/27 04:08:23 - mmengine - INFO - Epoch(train) [31][1800/5005] lr: 8.5021e-02 eta: 6:08:22 time: 0.0662 data_time: 0.0013 memory: 947 loss: 2.1829 2022/11/27 04:08:26 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:08:28 - mmengine - INFO - Epoch(train) [31][1900/5005] lr: 8.5002e-02 eta: 6:08:17 time: 0.0443 data_time: 0.0017 memory: 947 loss: 2.7029 2022/11/27 04:08:33 - mmengine - INFO - Epoch(train) [31][2000/5005] lr: 8.4984e-02 eta: 6:08:12 time: 0.0561 data_time: 0.0050 memory: 947 loss: 2.3496 2022/11/27 04:08:39 - mmengine - INFO - Epoch(train) [31][2100/5005] lr: 8.4965e-02 eta: 6:08:08 time: 0.0652 data_time: 0.0014 memory: 947 loss: 2.2965 2022/11/27 04:08:44 - mmengine - INFO - Epoch(train) [31][2200/5005] lr: 8.4946e-02 eta: 6:08:03 time: 0.0438 data_time: 0.0017 memory: 947 loss: 2.2801 2022/11/27 04:08:49 - mmengine - INFO - Epoch(train) [31][2300/5005] lr: 8.4928e-02 eta: 6:07:59 time: 0.0505 data_time: 0.0013 memory: 947 loss: 2.2391 2022/11/27 04:08:54 - mmengine - INFO - Epoch(train) [31][2400/5005] lr: 8.4909e-02 eta: 6:07:54 time: 0.0542 data_time: 0.0013 memory: 947 loss: 2.4497 2022/11/27 04:08:59 - mmengine - INFO - Epoch(train) [31][2500/5005] lr: 8.4890e-02 eta: 6:07:49 time: 0.0431 data_time: 0.0013 memory: 947 loss: 2.2506 2022/11/27 04:09:04 - mmengine - INFO - Epoch(train) [31][2600/5005] lr: 8.4871e-02 eta: 6:07:44 time: 0.0500 data_time: 0.0012 memory: 947 loss: 2.3039 2022/11/27 04:09:09 - mmengine - INFO - Epoch(train) [31][2700/5005] lr: 8.4853e-02 eta: 6:07:39 time: 0.0459 data_time: 0.0017 memory: 947 loss: 2.1347 2022/11/27 04:09:14 - mmengine - INFO - Epoch(train) [31][2800/5005] lr: 8.4834e-02 eta: 6:07:36 time: 0.0474 data_time: 0.0018 memory: 947 loss: 2.3000 2022/11/27 04:09:17 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:09:19 - mmengine - INFO - Epoch(train) [31][2900/5005] lr: 8.4815e-02 eta: 6:07:31 time: 0.0514 data_time: 0.0054 memory: 947 loss: 2.3266 2022/11/27 04:09:25 - mmengine - INFO - Epoch(train) [31][3000/5005] lr: 8.4796e-02 eta: 6:07:27 time: 0.0532 data_time: 0.0015 memory: 947 loss: 2.3831 2022/11/27 04:09:30 - mmengine - INFO - Epoch(train) [31][3100/5005] lr: 8.4778e-02 eta: 6:07:22 time: 0.0471 data_time: 0.0014 memory: 947 loss: 2.4683 2022/11/27 04:09:35 - mmengine - INFO - Epoch(train) [31][3200/5005] lr: 8.4759e-02 eta: 6:07:18 time: 0.0540 data_time: 0.0013 memory: 947 loss: 2.1802 2022/11/27 04:09:40 - mmengine - INFO - Epoch(train) [31][3300/5005] lr: 8.4740e-02 eta: 6:07:15 time: 0.0437 data_time: 0.0014 memory: 947 loss: 2.4199 2022/11/27 04:09:45 - mmengine - INFO - Epoch(train) [31][3400/5005] lr: 8.4721e-02 eta: 6:07:09 time: 0.0459 data_time: 0.0014 memory: 947 loss: 2.5306 2022/11/27 04:09:50 - mmengine - INFO - Epoch(train) [31][3500/5005] lr: 8.4702e-02 eta: 6:07:04 time: 0.0466 data_time: 0.0015 memory: 947 loss: 2.1925 2022/11/27 04:09:55 - mmengine - INFO - Epoch(train) [31][3600/5005] lr: 8.4684e-02 eta: 6:06:59 time: 0.0463 data_time: 0.0017 memory: 947 loss: 2.3155 2022/11/27 04:10:00 - mmengine - INFO - Epoch(train) [31][3700/5005] lr: 8.4665e-02 eta: 6:06:55 time: 0.0530 data_time: 0.0120 memory: 947 loss: 2.2439 2022/11/27 04:10:05 - mmengine - INFO - Epoch(train) [31][3800/5005] lr: 8.4646e-02 eta: 6:06:51 time: 0.0607 data_time: 0.0014 memory: 947 loss: 2.4167 2022/11/27 04:10:08 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:10:11 - mmengine - INFO - Epoch(train) [31][3900/5005] lr: 8.4627e-02 eta: 6:06:46 time: 0.0490 data_time: 0.0063 memory: 947 loss: 2.4111 2022/11/27 04:10:16 - mmengine - INFO - Epoch(train) [31][4000/5005] lr: 8.4608e-02 eta: 6:06:43 time: 0.0548 data_time: 0.0017 memory: 947 loss: 2.4418 2022/11/27 04:10:21 - mmengine - INFO - Epoch(train) [31][4100/5005] lr: 8.4589e-02 eta: 6:06:37 time: 0.0513 data_time: 0.0014 memory: 947 loss: 2.3599 2022/11/27 04:10:26 - mmengine - INFO - Epoch(train) [31][4200/5005] lr: 8.4570e-02 eta: 6:06:33 time: 0.0567 data_time: 0.0013 memory: 947 loss: 2.4301 2022/11/27 04:10:31 - mmengine - INFO - Epoch(train) [31][4300/5005] lr: 8.4551e-02 eta: 6:06:28 time: 0.0450 data_time: 0.0016 memory: 947 loss: 2.3913 2022/11/27 04:10:36 - mmengine - INFO - Epoch(train) [31][4400/5005] lr: 8.4533e-02 eta: 6:06:24 time: 0.0488 data_time: 0.0013 memory: 947 loss: 2.4198 2022/11/27 04:10:42 - mmengine - INFO - Epoch(train) [31][4500/5005] lr: 8.4514e-02 eta: 6:06:20 time: 0.0457 data_time: 0.0017 memory: 947 loss: 2.4521 2022/11/27 04:10:46 - mmengine - INFO - Epoch(train) [31][4600/5005] lr: 8.4495e-02 eta: 6:06:14 time: 0.0457 data_time: 0.0013 memory: 947 loss: 2.2706 2022/11/27 04:10:52 - mmengine - INFO - Epoch(train) [31][4700/5005] lr: 8.4476e-02 eta: 6:06:10 time: 0.0588 data_time: 0.0013 memory: 947 loss: 2.3318 2022/11/27 04:10:57 - mmengine - INFO - Epoch(train) [31][4800/5005] lr: 8.4457e-02 eta: 6:06:06 time: 0.0532 data_time: 0.0122 memory: 947 loss: 2.2669 2022/11/27 04:10:59 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:11:02 - mmengine - INFO - Epoch(train) [31][4900/5005] lr: 8.4438e-02 eta: 6:06:01 time: 0.0467 data_time: 0.0013 memory: 947 loss: 2.3112 2022/11/27 04:11:07 - mmengine - INFO - Epoch(train) [31][5000/5005] lr: 8.4419e-02 eta: 6:05:56 time: 0.0458 data_time: 0.0018 memory: 947 loss: 2.1392 2022/11/27 04:11:07 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:11:07 - mmengine - INFO - Saving checkpoint at 31 epochs 2022/11/27 04:11:11 - mmengine - INFO - Epoch(val) [31][100/196] eta: 0:00:03 time: 0.0360 data_time: 0.0228 memory: 947 2022/11/27 04:11:24 - mmengine - INFO - Epoch(val) [31][196/196] accuracy/top1: 51.8040 accuracy/top5: 76.9780 2022/11/27 04:11:30 - mmengine - INFO - Epoch(train) [32][ 100/5005] lr: 8.4399e-02 eta: 6:05:52 time: 0.0520 data_time: 0.0015 memory: 947 loss: 2.6016 2022/11/27 04:11:35 - mmengine - INFO - Epoch(train) [32][ 200/5005] lr: 8.4380e-02 eta: 6:05:47 time: 0.0471 data_time: 0.0015 memory: 947 loss: 2.3908 2022/11/27 04:11:40 - mmengine - INFO - Epoch(train) [32][ 300/5005] lr: 8.4361e-02 eta: 6:05:43 time: 0.0448 data_time: 0.0015 memory: 947 loss: 2.2954 2022/11/27 04:11:45 - mmengine - INFO - Epoch(train) [32][ 400/5005] lr: 8.4342e-02 eta: 6:05:38 time: 0.0599 data_time: 0.0015 memory: 947 loss: 2.3959 2022/11/27 04:11:50 - mmengine - INFO - Epoch(train) [32][ 500/5005] lr: 8.4323e-02 eta: 6:05:33 time: 0.0479 data_time: 0.0016 memory: 947 loss: 2.2933 2022/11/27 04:11:55 - mmengine - INFO - Epoch(train) [32][ 600/5005] lr: 8.4304e-02 eta: 6:05:28 time: 0.0453 data_time: 0.0014 memory: 947 loss: 2.4273 2022/11/27 04:12:00 - mmengine - INFO - Epoch(train) [32][ 700/5005] lr: 8.4285e-02 eta: 6:05:24 time: 0.0706 data_time: 0.0012 memory: 947 loss: 2.4850 2022/11/27 04:12:05 - mmengine - INFO - Epoch(train) [32][ 800/5005] lr: 8.4266e-02 eta: 6:05:19 time: 0.0392 data_time: 0.0013 memory: 947 loss: 2.5888 2022/11/27 04:12:08 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:12:10 - mmengine - INFO - Epoch(train) [32][ 900/5005] lr: 8.4247e-02 eta: 6:05:15 time: 0.0630 data_time: 0.0013 memory: 947 loss: 2.2972 2022/11/27 04:12:15 - mmengine - INFO - Epoch(train) [32][1000/5005] lr: 8.4228e-02 eta: 6:05:10 time: 0.0485 data_time: 0.0016 memory: 947 loss: 2.2503 2022/11/27 04:12:21 - mmengine - INFO - Epoch(train) [32][1100/5005] lr: 8.4209e-02 eta: 6:05:06 time: 0.0476 data_time: 0.0016 memory: 947 loss: 2.6635 2022/11/27 04:12:26 - mmengine - INFO - Epoch(train) [32][1200/5005] lr: 8.4190e-02 eta: 6:05:01 time: 0.0577 data_time: 0.0017 memory: 947 loss: 2.5469 2022/11/27 04:12:31 - mmengine - INFO - Epoch(train) [32][1300/5005] lr: 8.4170e-02 eta: 6:04:56 time: 0.0454 data_time: 0.0015 memory: 947 loss: 2.3312 2022/11/27 04:12:36 - mmengine - INFO - Epoch(train) [32][1400/5005] lr: 8.4151e-02 eta: 6:04:51 time: 0.0511 data_time: 0.0015 memory: 947 loss: 2.3163 2022/11/27 04:12:41 - mmengine - INFO - Epoch(train) [32][1500/5005] lr: 8.4132e-02 eta: 6:04:47 time: 0.0501 data_time: 0.0013 memory: 947 loss: 2.2081 2022/11/27 04:12:46 - mmengine - INFO - Epoch(train) [32][1600/5005] lr: 8.4113e-02 eta: 6:04:43 time: 0.0583 data_time: 0.0014 memory: 947 loss: 2.4797 2022/11/27 04:12:51 - mmengine - INFO - Epoch(train) [32][1700/5005] lr: 8.4094e-02 eta: 6:04:38 time: 0.0541 data_time: 0.0016 memory: 947 loss: 2.6614 2022/11/27 04:12:57 - mmengine - INFO - Epoch(train) [32][1800/5005] lr: 8.4075e-02 eta: 6:04:34 time: 0.0765 data_time: 0.0374 memory: 947 loss: 2.1024 2022/11/27 04:12:59 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:13:02 - mmengine - INFO - Epoch(train) [32][1900/5005] lr: 8.4056e-02 eta: 6:04:30 time: 0.0445 data_time: 0.0013 memory: 947 loss: 2.5152 2022/11/27 04:13:07 - mmengine - INFO - Epoch(train) [32][2000/5005] lr: 8.4037e-02 eta: 6:04:26 time: 0.0457 data_time: 0.0027 memory: 947 loss: 2.4142 2022/11/27 04:13:13 - mmengine - INFO - Epoch(train) [32][2100/5005] lr: 8.4017e-02 eta: 6:04:23 time: 0.0540 data_time: 0.0013 memory: 947 loss: 2.3524 2022/11/27 04:13:18 - mmengine - INFO - Epoch(train) [32][2200/5005] lr: 8.3998e-02 eta: 6:04:18 time: 0.0468 data_time: 0.0019 memory: 947 loss: 2.4638 2022/11/27 04:13:23 - mmengine - INFO - Epoch(train) [32][2300/5005] lr: 8.3979e-02 eta: 6:04:13 time: 0.0440 data_time: 0.0015 memory: 947 loss: 2.4126 2022/11/27 04:13:28 - mmengine - INFO - Epoch(train) [32][2400/5005] lr: 8.3960e-02 eta: 6:04:08 time: 0.0459 data_time: 0.0014 memory: 947 loss: 2.4309 2022/11/27 04:13:33 - mmengine - INFO - Epoch(train) [32][2500/5005] lr: 8.3941e-02 eta: 6:04:05 time: 0.0625 data_time: 0.0012 memory: 947 loss: 2.5073 2022/11/27 04:13:38 - mmengine - INFO - Epoch(train) [32][2600/5005] lr: 8.3921e-02 eta: 6:04:00 time: 0.0438 data_time: 0.0015 memory: 947 loss: 2.4613 2022/11/27 04:13:44 - mmengine - INFO - Epoch(train) [32][2700/5005] lr: 8.3902e-02 eta: 6:03:56 time: 0.0431 data_time: 0.0014 memory: 947 loss: 2.4587 2022/11/27 04:13:49 - mmengine - INFO - Epoch(train) [32][2800/5005] lr: 8.3883e-02 eta: 6:03:51 time: 0.0453 data_time: 0.0013 memory: 947 loss: 2.2552 2022/11/27 04:13:51 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:13:54 - mmengine - INFO - Epoch(train) [32][2900/5005] lr: 8.3864e-02 eta: 6:03:46 time: 0.0482 data_time: 0.0013 memory: 947 loss: 2.4373 2022/11/27 04:13:59 - mmengine - INFO - Epoch(train) [32][3000/5005] lr: 8.3845e-02 eta: 6:03:43 time: 0.0504 data_time: 0.0012 memory: 947 loss: 2.3055 2022/11/27 04:14:04 - mmengine - INFO - Epoch(train) [32][3100/5005] lr: 8.3825e-02 eta: 6:03:38 time: 0.0480 data_time: 0.0056 memory: 947 loss: 2.3723 2022/11/27 04:14:10 - mmengine - INFO - Epoch(train) [32][3200/5005] lr: 8.3806e-02 eta: 6:03:34 time: 0.0449 data_time: 0.0015 memory: 947 loss: 2.4084 2022/11/27 04:14:15 - mmengine - INFO - Epoch(train) [32][3300/5005] lr: 8.3787e-02 eta: 6:03:30 time: 0.0630 data_time: 0.0013 memory: 947 loss: 2.3525 2022/11/27 04:14:20 - mmengine - INFO - Epoch(train) [32][3400/5005] lr: 8.3767e-02 eta: 6:03:25 time: 0.0507 data_time: 0.0013 memory: 947 loss: 1.9228 2022/11/27 04:14:25 - mmengine - INFO - Epoch(train) [32][3500/5005] lr: 8.3748e-02 eta: 6:03:21 time: 0.0467 data_time: 0.0015 memory: 947 loss: 2.5785 2022/11/27 04:14:30 - mmengine - INFO - Epoch(train) [32][3600/5005] lr: 8.3729e-02 eta: 6:03:16 time: 0.0473 data_time: 0.0018 memory: 947 loss: 2.1641 2022/11/27 04:14:35 - mmengine - INFO - Epoch(train) [32][3700/5005] lr: 8.3710e-02 eta: 6:03:11 time: 0.0463 data_time: 0.0015 memory: 947 loss: 2.4551 2022/11/27 04:14:40 - mmengine - INFO - Epoch(train) [32][3800/5005] lr: 8.3690e-02 eta: 6:03:06 time: 0.0481 data_time: 0.0036 memory: 947 loss: 2.4967 2022/11/27 04:14:43 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:14:46 - mmengine - INFO - Epoch(train) [32][3900/5005] lr: 8.3671e-02 eta: 6:03:02 time: 0.0445 data_time: 0.0015 memory: 947 loss: 2.1250 2022/11/27 04:14:51 - mmengine - INFO - Epoch(train) [32][4000/5005] lr: 8.3652e-02 eta: 6:02:58 time: 0.0458 data_time: 0.0017 memory: 947 loss: 2.5995 2022/11/27 04:14:56 - mmengine - INFO - Epoch(train) [32][4100/5005] lr: 8.3632e-02 eta: 6:02:53 time: 0.0445 data_time: 0.0016 memory: 947 loss: 2.3445 2022/11/27 04:15:01 - mmengine - INFO - Epoch(train) [32][4200/5005] lr: 8.3613e-02 eta: 6:02:48 time: 0.0462 data_time: 0.0014 memory: 947 loss: 2.1798 2022/11/27 04:15:06 - mmengine - INFO - Epoch(train) [32][4300/5005] lr: 8.3594e-02 eta: 6:02:43 time: 0.0563 data_time: 0.0013 memory: 947 loss: 2.3662 2022/11/27 04:15:11 - mmengine - INFO - Epoch(train) [32][4400/5005] lr: 8.3574e-02 eta: 6:02:38 time: 0.0463 data_time: 0.0016 memory: 947 loss: 2.4890 2022/11/27 04:15:16 - mmengine - INFO - Epoch(train) [32][4500/5005] lr: 8.3555e-02 eta: 6:02:32 time: 0.0426 data_time: 0.0014 memory: 947 loss: 2.3855 2022/11/27 04:15:20 - mmengine - INFO - Epoch(train) [32][4600/5005] lr: 8.3535e-02 eta: 6:02:27 time: 0.0472 data_time: 0.0016 memory: 947 loss: 2.3096 2022/11/27 04:15:26 - mmengine - INFO - Epoch(train) [32][4700/5005] lr: 8.3516e-02 eta: 6:02:23 time: 0.0543 data_time: 0.0016 memory: 947 loss: 2.3175 2022/11/27 04:15:31 - mmengine - INFO - Epoch(train) [32][4800/5005] lr: 8.3497e-02 eta: 6:02:19 time: 0.0465 data_time: 0.0015 memory: 947 loss: 2.3515 2022/11/27 04:15:33 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:15:36 - mmengine - INFO - Epoch(train) [32][4900/5005] lr: 8.3477e-02 eta: 6:02:14 time: 0.0454 data_time: 0.0014 memory: 947 loss: 2.0952 2022/11/27 04:15:41 - mmengine - INFO - Epoch(train) [32][5000/5005] lr: 8.3458e-02 eta: 6:02:09 time: 0.0528 data_time: 0.0018 memory: 947 loss: 2.4249 2022/11/27 04:15:41 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:15:41 - mmengine - INFO - Saving checkpoint at 32 epochs 2022/11/27 04:15:46 - mmengine - INFO - Epoch(val) [32][100/196] eta: 0:00:03 time: 0.0368 data_time: 0.0256 memory: 947 2022/11/27 04:15:59 - mmengine - INFO - Epoch(val) [32][196/196] accuracy/top1: 52.8720 accuracy/top5: 77.6040 2022/11/27 04:16:04 - mmengine - INFO - Epoch(train) [33][ 100/5005] lr: 8.3437e-02 eta: 6:02:04 time: 0.0449 data_time: 0.0030 memory: 947 loss: 2.4036 2022/11/27 04:16:09 - mmengine - INFO - Epoch(train) [33][ 200/5005] lr: 8.3418e-02 eta: 6:01:59 time: 0.0460 data_time: 0.0017 memory: 947 loss: 2.2358 2022/11/27 04:16:14 - mmengine - INFO - Epoch(train) [33][ 300/5005] lr: 8.3398e-02 eta: 6:01:55 time: 0.0520 data_time: 0.0125 memory: 947 loss: 2.4925 2022/11/27 04:16:19 - mmengine - INFO - Epoch(train) [33][ 400/5005] lr: 8.3379e-02 eta: 6:01:50 time: 0.0586 data_time: 0.0014 memory: 947 loss: 2.6322 2022/11/27 04:16:24 - mmengine - INFO - Epoch(train) [33][ 500/5005] lr: 8.3359e-02 eta: 6:01:45 time: 0.0534 data_time: 0.0018 memory: 947 loss: 2.1776 2022/11/27 04:16:29 - mmengine - INFO - Epoch(train) [33][ 600/5005] lr: 8.3340e-02 eta: 6:01:40 time: 0.0453 data_time: 0.0019 memory: 947 loss: 2.4101 2022/11/27 04:16:34 - mmengine - INFO - Epoch(train) [33][ 700/5005] lr: 8.3320e-02 eta: 6:01:35 time: 0.0424 data_time: 0.0014 memory: 947 loss: 2.2078 2022/11/27 04:16:39 - mmengine - INFO - Epoch(train) [33][ 800/5005] lr: 8.3301e-02 eta: 6:01:30 time: 0.0482 data_time: 0.0054 memory: 947 loss: 2.1684 2022/11/27 04:16:41 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:16:44 - mmengine - INFO - Epoch(train) [33][ 900/5005] lr: 8.3281e-02 eta: 6:01:25 time: 0.0445 data_time: 0.0013 memory: 947 loss: 2.4476 2022/11/27 04:16:49 - mmengine - INFO - Epoch(train) [33][1000/5005] lr: 8.3262e-02 eta: 6:01:21 time: 0.0576 data_time: 0.0014 memory: 947 loss: 2.2426 2022/11/27 04:16:54 - mmengine - INFO - Epoch(train) [33][1100/5005] lr: 8.3242e-02 eta: 6:01:16 time: 0.0480 data_time: 0.0018 memory: 947 loss: 2.3142 2022/11/27 04:16:59 - mmengine - INFO - Epoch(train) [33][1200/5005] lr: 8.3223e-02 eta: 6:01:11 time: 0.0520 data_time: 0.0013 memory: 947 loss: 2.2432 2022/11/27 04:17:04 - mmengine - INFO - Epoch(train) [33][1300/5005] lr: 8.3203e-02 eta: 6:01:06 time: 0.0626 data_time: 0.0014 memory: 947 loss: 2.4283 2022/11/27 04:17:09 - mmengine - INFO - Epoch(train) [33][1400/5005] lr: 8.3184e-02 eta: 6:01:01 time: 0.0455 data_time: 0.0012 memory: 947 loss: 2.4016 2022/11/27 04:17:14 - mmengine - INFO - Epoch(train) [33][1500/5005] lr: 8.3164e-02 eta: 6:00:57 time: 0.0494 data_time: 0.0064 memory: 947 loss: 2.2945 2022/11/27 04:17:19 - mmengine - INFO - Epoch(train) [33][1600/5005] lr: 8.3145e-02 eta: 6:00:52 time: 0.0457 data_time: 0.0016 memory: 947 loss: 2.3839 2022/11/27 04:17:24 - mmengine - INFO - Epoch(train) [33][1700/5005] lr: 8.3125e-02 eta: 6:00:47 time: 0.0452 data_time: 0.0016 memory: 947 loss: 2.2337 2022/11/27 04:17:30 - mmengine - INFO - Epoch(train) [33][1800/5005] lr: 8.3105e-02 eta: 6:00:43 time: 0.0454 data_time: 0.0018 memory: 947 loss: 2.1852 2022/11/27 04:17:32 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:17:35 - mmengine - INFO - Epoch(train) [33][1900/5005] lr: 8.3086e-02 eta: 6:00:38 time: 0.0443 data_time: 0.0015 memory: 947 loss: 2.3010 2022/11/27 04:17:40 - mmengine - INFO - Epoch(train) [33][2000/5005] lr: 8.3066e-02 eta: 6:00:34 time: 0.0534 data_time: 0.0014 memory: 947 loss: 2.4863 2022/11/27 04:17:45 - mmengine - INFO - Epoch(train) [33][2100/5005] lr: 8.3047e-02 eta: 6:00:30 time: 0.0446 data_time: 0.0017 memory: 947 loss: 2.1326 2022/11/27 04:17:50 - mmengine - INFO - Epoch(train) [33][2200/5005] lr: 8.3027e-02 eta: 6:00:25 time: 0.0427 data_time: 0.0014 memory: 947 loss: 2.4802 2022/11/27 04:17:56 - mmengine - INFO - Epoch(train) [33][2300/5005] lr: 8.3007e-02 eta: 6:00:21 time: 0.0470 data_time: 0.0052 memory: 947 loss: 2.3179 2022/11/27 04:18:01 - mmengine - INFO - Epoch(train) [33][2400/5005] lr: 8.2988e-02 eta: 6:00:16 time: 0.0588 data_time: 0.0185 memory: 947 loss: 2.5297 2022/11/27 04:18:06 - mmengine - INFO - Epoch(train) [33][2500/5005] lr: 8.2968e-02 eta: 6:00:12 time: 0.0464 data_time: 0.0014 memory: 947 loss: 2.2151 2022/11/27 04:18:11 - mmengine - INFO - Epoch(train) [33][2600/5005] lr: 8.2948e-02 eta: 6:00:07 time: 0.0653 data_time: 0.0019 memory: 947 loss: 2.3126 2022/11/27 04:18:16 - mmengine - INFO - Epoch(train) [33][2700/5005] lr: 8.2929e-02 eta: 6:00:03 time: 0.0779 data_time: 0.0013 memory: 947 loss: 2.4765 2022/11/27 04:18:21 - mmengine - INFO - Epoch(train) [33][2800/5005] lr: 8.2909e-02 eta: 5:59:58 time: 0.0453 data_time: 0.0015 memory: 947 loss: 2.2857 2022/11/27 04:18:23 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:18:26 - mmengine - INFO - Epoch(train) [33][2900/5005] lr: 8.2889e-02 eta: 5:59:53 time: 0.0513 data_time: 0.0014 memory: 947 loss: 2.4282 2022/11/27 04:18:31 - mmengine - INFO - Epoch(train) [33][3000/5005] lr: 8.2870e-02 eta: 5:59:48 time: 0.0448 data_time: 0.0015 memory: 947 loss: 2.2809 2022/11/27 04:18:36 - mmengine - INFO - Epoch(train) [33][3100/5005] lr: 8.2850e-02 eta: 5:59:43 time: 0.0487 data_time: 0.0019 memory: 947 loss: 2.3910 2022/11/27 04:18:41 - mmengine - INFO - Epoch(train) [33][3200/5005] lr: 8.2830e-02 eta: 5:59:39 time: 0.0546 data_time: 0.0015 memory: 947 loss: 2.3371 2022/11/27 04:18:47 - mmengine - INFO - Epoch(train) [33][3300/5005] lr: 8.2810e-02 eta: 5:59:34 time: 0.0500 data_time: 0.0085 memory: 947 loss: 2.3675 2022/11/27 04:18:52 - mmengine - INFO - Epoch(train) [33][3400/5005] lr: 8.2791e-02 eta: 5:59:29 time: 0.0490 data_time: 0.0017 memory: 947 loss: 2.3306 2022/11/27 04:18:57 - mmengine - INFO - Epoch(train) [33][3500/5005] lr: 8.2771e-02 eta: 5:59:24 time: 0.0467 data_time: 0.0013 memory: 947 loss: 2.5673 2022/11/27 04:19:02 - mmengine - INFO - Epoch(train) [33][3600/5005] lr: 8.2751e-02 eta: 5:59:19 time: 0.0541 data_time: 0.0013 memory: 947 loss: 2.2596 2022/11/27 04:19:07 - mmengine - INFO - Epoch(train) [33][3700/5005] lr: 8.2731e-02 eta: 5:59:15 time: 0.0583 data_time: 0.0016 memory: 947 loss: 2.3762 2022/11/27 04:19:12 - mmengine - INFO - Epoch(train) [33][3800/5005] lr: 8.2712e-02 eta: 5:59:10 time: 0.0455 data_time: 0.0015 memory: 947 loss: 2.2049 2022/11/27 04:19:14 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:19:17 - mmengine - INFO - Epoch(train) [33][3900/5005] lr: 8.2692e-02 eta: 5:59:06 time: 0.0475 data_time: 0.0016 memory: 947 loss: 2.3261 2022/11/27 04:19:22 - mmengine - INFO - Epoch(train) [33][4000/5005] lr: 8.2672e-02 eta: 5:59:02 time: 0.0487 data_time: 0.0043 memory: 947 loss: 2.4194 2022/11/27 04:19:27 - mmengine - INFO - Epoch(train) [33][4100/5005] lr: 8.2652e-02 eta: 5:58:57 time: 0.0430 data_time: 0.0017 memory: 947 loss: 2.6055 2022/11/27 04:19:33 - mmengine - INFO - Epoch(train) [33][4200/5005] lr: 8.2632e-02 eta: 5:58:52 time: 0.0471 data_time: 0.0027 memory: 947 loss: 2.4020 2022/11/27 04:19:38 - mmengine - INFO - Epoch(train) [33][4300/5005] lr: 8.2613e-02 eta: 5:58:48 time: 0.0533 data_time: 0.0132 memory: 947 loss: 2.5153 2022/11/27 04:19:43 - mmengine - INFO - Epoch(train) [33][4400/5005] lr: 8.2593e-02 eta: 5:58:43 time: 0.0457 data_time: 0.0018 memory: 947 loss: 2.5355 2022/11/27 04:19:48 - mmengine - INFO - Epoch(train) [33][4500/5005] lr: 8.2573e-02 eta: 5:58:38 time: 0.0601 data_time: 0.0016 memory: 947 loss: 2.3880 2022/11/27 04:19:53 - mmengine - INFO - Epoch(train) [33][4600/5005] lr: 8.2553e-02 eta: 5:58:34 time: 0.0443 data_time: 0.0014 memory: 947 loss: 2.2865 2022/11/27 04:19:58 - mmengine - INFO - Epoch(train) [33][4700/5005] lr: 8.2533e-02 eta: 5:58:29 time: 0.0443 data_time: 0.0016 memory: 947 loss: 2.2134 2022/11/27 04:20:03 - mmengine - INFO - Epoch(train) [33][4800/5005] lr: 8.2513e-02 eta: 5:58:24 time: 0.0553 data_time: 0.0015 memory: 947 loss: 2.2825 2022/11/27 04:20:05 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:20:09 - mmengine - INFO - Epoch(train) [33][4900/5005] lr: 8.2493e-02 eta: 5:58:21 time: 0.0423 data_time: 0.0013 memory: 947 loss: 2.5280 2022/11/27 04:20:14 - mmengine - INFO - Epoch(train) [33][5000/5005] lr: 8.2474e-02 eta: 5:58:16 time: 0.0452 data_time: 0.0026 memory: 947 loss: 2.1039 2022/11/27 04:20:14 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:20:14 - mmengine - INFO - Saving checkpoint at 33 epochs 2022/11/27 04:20:18 - mmengine - INFO - Epoch(val) [33][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0252 memory: 947 2022/11/27 04:20:31 - mmengine - INFO - Epoch(val) [33][196/196] accuracy/top1: 53.3800 accuracy/top5: 78.1580 2022/11/27 04:20:37 - mmengine - INFO - Epoch(train) [34][ 100/5005] lr: 8.2453e-02 eta: 5:58:11 time: 0.0519 data_time: 0.0013 memory: 947 loss: 2.3960 2022/11/27 04:20:42 - mmengine - INFO - Epoch(train) [34][ 200/5005] lr: 8.2433e-02 eta: 5:58:07 time: 0.0717 data_time: 0.0013 memory: 947 loss: 2.2812 2022/11/27 04:20:47 - mmengine - INFO - Epoch(train) [34][ 300/5005] lr: 8.2413e-02 eta: 5:58:02 time: 0.0505 data_time: 0.0014 memory: 947 loss: 2.5137 2022/11/27 04:20:52 - mmengine - INFO - Epoch(train) [34][ 400/5005] lr: 8.2393e-02 eta: 5:57:57 time: 0.0479 data_time: 0.0013 memory: 947 loss: 2.2755 2022/11/27 04:20:57 - mmengine - INFO - Epoch(train) [34][ 500/5005] lr: 8.2373e-02 eta: 5:57:52 time: 0.0574 data_time: 0.0013 memory: 947 loss: 2.0714 2022/11/27 04:21:02 - mmengine - INFO - Epoch(train) [34][ 600/5005] lr: 8.2353e-02 eta: 5:57:47 time: 0.0534 data_time: 0.0014 memory: 947 loss: 2.3269 2022/11/27 04:21:07 - mmengine - INFO - Epoch(train) [34][ 700/5005] lr: 8.2333e-02 eta: 5:57:42 time: 0.0468 data_time: 0.0034 memory: 947 loss: 2.4187 2022/11/27 04:21:12 - mmengine - INFO - Epoch(train) [34][ 800/5005] lr: 8.2313e-02 eta: 5:57:37 time: 0.0515 data_time: 0.0014 memory: 947 loss: 2.2386 2022/11/27 04:21:14 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:21:17 - mmengine - INFO - Epoch(train) [34][ 900/5005] lr: 8.2293e-02 eta: 5:57:33 time: 0.0721 data_time: 0.0096 memory: 947 loss: 2.2947 2022/11/27 04:21:22 - mmengine - INFO - Epoch(train) [34][1000/5005] lr: 8.2273e-02 eta: 5:57:28 time: 0.0506 data_time: 0.0095 memory: 947 loss: 2.1299 2022/11/27 04:21:27 - mmengine - INFO - Epoch(train) [34][1100/5005] lr: 8.2253e-02 eta: 5:57:24 time: 0.0537 data_time: 0.0014 memory: 947 loss: 2.3073 2022/11/27 04:21:32 - mmengine - INFO - Epoch(train) [34][1200/5005] lr: 8.2233e-02 eta: 5:57:19 time: 0.0532 data_time: 0.0015 memory: 947 loss: 2.3660 2022/11/27 04:21:37 - mmengine - INFO - Epoch(train) [34][1300/5005] lr: 8.2213e-02 eta: 5:57:13 time: 0.0461 data_time: 0.0048 memory: 947 loss: 2.2386 2022/11/27 04:21:42 - mmengine - INFO - Epoch(train) [34][1400/5005] lr: 8.2193e-02 eta: 5:57:09 time: 0.0491 data_time: 0.0015 memory: 947 loss: 2.3247 2022/11/27 04:21:47 - mmengine - INFO - Epoch(train) [34][1500/5005] lr: 8.2173e-02 eta: 5:57:04 time: 0.0663 data_time: 0.0014 memory: 947 loss: 2.3234 2022/11/27 04:21:52 - mmengine - INFO - Epoch(train) [34][1600/5005] lr: 8.2153e-02 eta: 5:56:59 time: 0.0471 data_time: 0.0014 memory: 947 loss: 2.1436 2022/11/27 04:21:58 - mmengine - INFO - Epoch(train) [34][1700/5005] lr: 8.2133e-02 eta: 5:56:56 time: 0.0623 data_time: 0.0013 memory: 947 loss: 2.4149 2022/11/27 04:22:03 - mmengine - INFO - Epoch(train) [34][1800/5005] lr: 8.2113e-02 eta: 5:56:51 time: 0.0519 data_time: 0.0013 memory: 947 loss: 2.1567 2022/11/27 04:22:05 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:22:08 - mmengine - INFO - Epoch(train) [34][1900/5005] lr: 8.2093e-02 eta: 5:56:45 time: 0.0475 data_time: 0.0014 memory: 947 loss: 2.3571 2022/11/27 04:22:13 - mmengine - INFO - Epoch(train) [34][2000/5005] lr: 8.2073e-02 eta: 5:56:41 time: 0.0560 data_time: 0.0017 memory: 947 loss: 2.1042 2022/11/27 04:22:18 - mmengine - INFO - Epoch(train) [34][2100/5005] lr: 8.2053e-02 eta: 5:56:37 time: 0.0482 data_time: 0.0069 memory: 947 loss: 2.4231 2022/11/27 04:22:23 - mmengine - INFO - Epoch(train) [34][2200/5005] lr: 8.2033e-02 eta: 5:56:32 time: 0.0480 data_time: 0.0018 memory: 947 loss: 2.3986 2022/11/27 04:22:28 - mmengine - INFO - Epoch(train) [34][2300/5005] lr: 8.2013e-02 eta: 5:56:26 time: 0.0428 data_time: 0.0014 memory: 947 loss: 2.1285 2022/11/27 04:22:33 - mmengine - INFO - Epoch(train) [34][2400/5005] lr: 8.1993e-02 eta: 5:56:22 time: 0.0455 data_time: 0.0015 memory: 947 loss: 2.3355 2022/11/27 04:22:39 - mmengine - INFO - Epoch(train) [34][2500/5005] lr: 8.1973e-02 eta: 5:56:18 time: 0.0556 data_time: 0.0015 memory: 947 loss: 2.4836 2022/11/27 04:22:44 - mmengine - INFO - Epoch(train) [34][2600/5005] lr: 8.1953e-02 eta: 5:56:13 time: 0.0426 data_time: 0.0013 memory: 947 loss: 2.5008 2022/11/27 04:22:49 - mmengine - INFO - Epoch(train) [34][2700/5005] lr: 8.1932e-02 eta: 5:56:09 time: 0.0525 data_time: 0.0014 memory: 947 loss: 2.1580 2022/11/27 04:22:54 - mmengine - INFO - Epoch(train) [34][2800/5005] lr: 8.1912e-02 eta: 5:56:04 time: 0.0436 data_time: 0.0018 memory: 947 loss: 2.2790 2022/11/27 04:22:56 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:22:59 - mmengine - INFO - Epoch(train) [34][2900/5005] lr: 8.1892e-02 eta: 5:55:59 time: 0.0437 data_time: 0.0015 memory: 947 loss: 2.3000 2022/11/27 04:23:04 - mmengine - INFO - Epoch(train) [34][3000/5005] lr: 8.1872e-02 eta: 5:55:54 time: 0.0424 data_time: 0.0017 memory: 947 loss: 2.3778 2022/11/27 04:23:09 - mmengine - INFO - Epoch(train) [34][3100/5005] lr: 8.1852e-02 eta: 5:55:49 time: 0.0461 data_time: 0.0014 memory: 947 loss: 2.3302 2022/11/27 04:23:13 - mmengine - INFO - Epoch(train) [34][3200/5005] lr: 8.1832e-02 eta: 5:55:43 time: 0.0425 data_time: 0.0016 memory: 947 loss: 2.6289 2022/11/27 04:23:18 - mmengine - INFO - Epoch(train) [34][3300/5005] lr: 8.1812e-02 eta: 5:55:37 time: 0.0450 data_time: 0.0014 memory: 947 loss: 2.1829 2022/11/27 04:23:23 - mmengine - INFO - Epoch(train) [34][3400/5005] lr: 8.1791e-02 eta: 5:55:32 time: 0.0422 data_time: 0.0016 memory: 947 loss: 2.3724 2022/11/27 04:23:28 - mmengine - INFO - Epoch(train) [34][3500/5005] lr: 8.1771e-02 eta: 5:55:27 time: 0.0452 data_time: 0.0017 memory: 947 loss: 2.5477 2022/11/27 04:23:33 - mmengine - INFO - Epoch(train) [34][3600/5005] lr: 8.1751e-02 eta: 5:55:22 time: 0.0467 data_time: 0.0014 memory: 947 loss: 2.5528 2022/11/27 04:23:38 - mmengine - INFO - Epoch(train) [34][3700/5005] lr: 8.1731e-02 eta: 5:55:16 time: 0.0503 data_time: 0.0018 memory: 947 loss: 2.1058 2022/11/27 04:23:43 - mmengine - INFO - Epoch(train) [34][3800/5005] lr: 8.1711e-02 eta: 5:55:12 time: 0.0448 data_time: 0.0016 memory: 947 loss: 2.3228 2022/11/27 04:23:45 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:23:48 - mmengine - INFO - Epoch(train) [34][3900/5005] lr: 8.1690e-02 eta: 5:55:08 time: 0.0540 data_time: 0.0013 memory: 947 loss: 2.1138 2022/11/27 04:23:54 - mmengine - INFO - Epoch(train) [34][4000/5005] lr: 8.1670e-02 eta: 5:55:04 time: 0.0431 data_time: 0.0015 memory: 947 loss: 2.5309 2022/11/27 04:23:59 - mmengine - INFO - Epoch(train) [34][4100/5005] lr: 8.1650e-02 eta: 5:55:00 time: 0.0571 data_time: 0.0017 memory: 947 loss: 2.4069 2022/11/27 04:24:04 - mmengine - INFO - Epoch(train) [34][4200/5005] lr: 8.1630e-02 eta: 5:54:55 time: 0.0471 data_time: 0.0017 memory: 947 loss: 2.3888 2022/11/27 04:24:09 - mmengine - INFO - Epoch(train) [34][4300/5005] lr: 8.1609e-02 eta: 5:54:50 time: 0.0444 data_time: 0.0017 memory: 947 loss: 2.3000 2022/11/27 04:24:14 - mmengine - INFO - Epoch(train) [34][4400/5005] lr: 8.1589e-02 eta: 5:54:45 time: 0.0554 data_time: 0.0015 memory: 947 loss: 2.2401 2022/11/27 04:24:19 - mmengine - INFO - Epoch(train) [34][4500/5005] lr: 8.1569e-02 eta: 5:54:40 time: 0.0438 data_time: 0.0016 memory: 947 loss: 2.4928 2022/11/27 04:24:24 - mmengine - INFO - Epoch(train) [34][4600/5005] lr: 8.1548e-02 eta: 5:54:36 time: 0.0656 data_time: 0.0250 memory: 947 loss: 2.3663 2022/11/27 04:24:29 - mmengine - INFO - Epoch(train) [34][4700/5005] lr: 8.1528e-02 eta: 5:54:31 time: 0.0497 data_time: 0.0014 memory: 947 loss: 2.3317 2022/11/27 04:24:34 - mmengine - INFO - Epoch(train) [34][4800/5005] lr: 8.1508e-02 eta: 5:54:26 time: 0.0433 data_time: 0.0016 memory: 947 loss: 2.2117 2022/11/27 04:24:36 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:24:39 - mmengine - INFO - Epoch(train) [34][4900/5005] lr: 8.1488e-02 eta: 5:54:21 time: 0.0439 data_time: 0.0014 memory: 947 loss: 2.2310 2022/11/27 04:24:44 - mmengine - INFO - Epoch(train) [34][5000/5005] lr: 8.1467e-02 eta: 5:54:16 time: 0.0587 data_time: 0.0022 memory: 947 loss: 2.2740 2022/11/27 04:24:45 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:24:45 - mmengine - INFO - Saving checkpoint at 34 epochs 2022/11/27 04:24:49 - mmengine - INFO - Epoch(val) [34][100/196] eta: 0:00:03 time: 0.0386 data_time: 0.0274 memory: 947 2022/11/27 04:25:02 - mmengine - INFO - Epoch(val) [34][196/196] accuracy/top1: 54.1580 accuracy/top5: 78.5800 2022/11/27 04:25:07 - mmengine - INFO - Epoch(train) [35][ 100/5005] lr: 8.1446e-02 eta: 5:54:11 time: 0.0465 data_time: 0.0015 memory: 947 loss: 2.3124 2022/11/27 04:25:12 - mmengine - INFO - Epoch(train) [35][ 200/5005] lr: 8.1426e-02 eta: 5:54:06 time: 0.0506 data_time: 0.0014 memory: 947 loss: 2.1871 2022/11/27 04:25:17 - mmengine - INFO - Epoch(train) [35][ 300/5005] lr: 8.1405e-02 eta: 5:54:01 time: 0.0489 data_time: 0.0016 memory: 947 loss: 2.1774 2022/11/27 04:25:22 - mmengine - INFO - Epoch(train) [35][ 400/5005] lr: 8.1385e-02 eta: 5:53:56 time: 0.0592 data_time: 0.0015 memory: 947 loss: 2.5645 2022/11/27 04:25:27 - mmengine - INFO - Epoch(train) [35][ 500/5005] lr: 8.1364e-02 eta: 5:53:51 time: 0.0447 data_time: 0.0014 memory: 947 loss: 2.2352 2022/11/27 04:25:32 - mmengine - INFO - Epoch(train) [35][ 600/5005] lr: 8.1344e-02 eta: 5:53:46 time: 0.0479 data_time: 0.0014 memory: 947 loss: 2.4087 2022/11/27 04:25:37 - mmengine - INFO - Epoch(train) [35][ 700/5005] lr: 8.1324e-02 eta: 5:53:41 time: 0.0456 data_time: 0.0014 memory: 947 loss: 2.5165 2022/11/27 04:25:42 - mmengine - INFO - Epoch(train) [35][ 800/5005] lr: 8.1303e-02 eta: 5:53:36 time: 0.0577 data_time: 0.0085 memory: 947 loss: 2.3289 2022/11/27 04:25:43 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:25:47 - mmengine - INFO - Epoch(train) [35][ 900/5005] lr: 8.1283e-02 eta: 5:53:31 time: 0.0459 data_time: 0.0015 memory: 947 loss: 2.4330 2022/11/27 04:25:52 - mmengine - INFO - Epoch(train) [35][1000/5005] lr: 8.1263e-02 eta: 5:53:26 time: 0.0480 data_time: 0.0016 memory: 947 loss: 2.3160 2022/11/27 04:25:57 - mmengine - INFO - Epoch(train) [35][1100/5005] lr: 8.1242e-02 eta: 5:53:20 time: 0.0476 data_time: 0.0030 memory: 947 loss: 2.2744 2022/11/27 04:26:02 - mmengine - INFO - Epoch(train) [35][1200/5005] lr: 8.1222e-02 eta: 5:53:16 time: 0.0544 data_time: 0.0018 memory: 947 loss: 2.4992 2022/11/27 04:26:07 - mmengine - INFO - Epoch(train) [35][1300/5005] lr: 8.1201e-02 eta: 5:53:12 time: 0.0457 data_time: 0.0016 memory: 947 loss: 2.2437 2022/11/27 04:26:12 - mmengine - INFO - Epoch(train) [35][1400/5005] lr: 8.1181e-02 eta: 5:53:07 time: 0.0457 data_time: 0.0017 memory: 947 loss: 2.3557 2022/11/27 04:26:17 - mmengine - INFO - Epoch(train) [35][1500/5005] lr: 8.1160e-02 eta: 5:53:03 time: 0.0637 data_time: 0.0014 memory: 947 loss: 2.3471 2022/11/27 04:26:22 - mmengine - INFO - Epoch(train) [35][1600/5005] lr: 8.1140e-02 eta: 5:52:58 time: 0.0445 data_time: 0.0017 memory: 947 loss: 2.4970 2022/11/27 04:26:27 - mmengine - INFO - Epoch(train) [35][1700/5005] lr: 8.1119e-02 eta: 5:52:53 time: 0.0448 data_time: 0.0017 memory: 947 loss: 2.2701 2022/11/27 04:26:32 - mmengine - INFO - Epoch(train) [35][1800/5005] lr: 8.1099e-02 eta: 5:52:48 time: 0.0556 data_time: 0.0191 memory: 947 loss: 2.1244 2022/11/27 04:26:34 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:26:37 - mmengine - INFO - Epoch(train) [35][1900/5005] lr: 8.1078e-02 eta: 5:52:42 time: 0.0439 data_time: 0.0015 memory: 947 loss: 2.3900 2022/11/27 04:26:42 - mmengine - INFO - Epoch(train) [35][2000/5005] lr: 8.1058e-02 eta: 5:52:38 time: 0.0489 data_time: 0.0015 memory: 947 loss: 2.3174 2022/11/27 04:26:47 - mmengine - INFO - Epoch(train) [35][2100/5005] lr: 8.1038e-02 eta: 5:52:33 time: 0.0510 data_time: 0.0015 memory: 947 loss: 2.3724 2022/11/27 04:26:52 - mmengine - INFO - Epoch(train) [35][2200/5005] lr: 8.1017e-02 eta: 5:52:28 time: 0.0491 data_time: 0.0013 memory: 947 loss: 2.2569 2022/11/27 04:26:58 - mmengine - INFO - Epoch(train) [35][2300/5005] lr: 8.0996e-02 eta: 5:52:24 time: 0.0454 data_time: 0.0016 memory: 947 loss: 2.6075 2022/11/27 04:27:03 - mmengine - INFO - Epoch(train) [35][2400/5005] lr: 8.0976e-02 eta: 5:52:19 time: 0.0439 data_time: 0.0015 memory: 947 loss: 2.6107 2022/11/27 04:27:08 - mmengine - INFO - Epoch(train) [35][2500/5005] lr: 8.0955e-02 eta: 5:52:15 time: 0.0658 data_time: 0.0040 memory: 947 loss: 2.3069 2022/11/27 04:27:13 - mmengine - INFO - Epoch(train) [35][2600/5005] lr: 8.0935e-02 eta: 5:52:11 time: 0.0616 data_time: 0.0013 memory: 947 loss: 2.2615 2022/11/27 04:27:19 - mmengine - INFO - Epoch(train) [35][2700/5005] lr: 8.0914e-02 eta: 5:52:06 time: 0.0611 data_time: 0.0014 memory: 947 loss: 2.0679 2022/11/27 04:27:24 - mmengine - INFO - Epoch(train) [35][2800/5005] lr: 8.0894e-02 eta: 5:52:02 time: 0.0466 data_time: 0.0016 memory: 947 loss: 2.2303 2022/11/27 04:27:25 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:27:29 - mmengine - INFO - Epoch(train) [35][2900/5005] lr: 8.0873e-02 eta: 5:51:56 time: 0.0427 data_time: 0.0015 memory: 947 loss: 2.4249 2022/11/27 04:27:34 - mmengine - INFO - Epoch(train) [35][3000/5005] lr: 8.0853e-02 eta: 5:51:52 time: 0.0470 data_time: 0.0017 memory: 947 loss: 2.1767 2022/11/27 04:27:39 - mmengine - INFO - Epoch(train) [35][3100/5005] lr: 8.0832e-02 eta: 5:51:46 time: 0.0436 data_time: 0.0015 memory: 947 loss: 2.4672 2022/11/27 04:27:44 - mmengine - INFO - Epoch(train) [35][3200/5005] lr: 8.0811e-02 eta: 5:51:42 time: 0.0556 data_time: 0.0014 memory: 947 loss: 2.1860 2022/11/27 04:27:49 - mmengine - INFO - Epoch(train) [35][3300/5005] lr: 8.0791e-02 eta: 5:51:37 time: 0.0510 data_time: 0.0014 memory: 947 loss: 2.5905 2022/11/27 04:27:54 - mmengine - INFO - Epoch(train) [35][3400/5005] lr: 8.0770e-02 eta: 5:51:32 time: 0.0516 data_time: 0.0037 memory: 947 loss: 2.4630 2022/11/27 04:27:59 - mmengine - INFO - Epoch(train) [35][3500/5005] lr: 8.0750e-02 eta: 5:51:28 time: 0.0650 data_time: 0.0013 memory: 947 loss: 2.4157 2022/11/27 04:28:04 - mmengine - INFO - Epoch(train) [35][3600/5005] lr: 8.0729e-02 eta: 5:51:23 time: 0.0460 data_time: 0.0015 memory: 947 loss: 2.1959 2022/11/27 04:28:09 - mmengine - INFO - Epoch(train) [35][3700/5005] lr: 8.0708e-02 eta: 5:51:18 time: 0.0521 data_time: 0.0015 memory: 947 loss: 1.9658 2022/11/27 04:28:14 - mmengine - INFO - Epoch(train) [35][3800/5005] lr: 8.0688e-02 eta: 5:51:12 time: 0.0472 data_time: 0.0016 memory: 947 loss: 2.4470 2022/11/27 04:28:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:28:18 - mmengine - INFO - Epoch(train) [35][3900/5005] lr: 8.0667e-02 eta: 5:51:06 time: 0.0483 data_time: 0.0032 memory: 947 loss: 2.1254 2022/11/27 04:28:23 - mmengine - INFO - Epoch(train) [35][4000/5005] lr: 8.0646e-02 eta: 5:51:01 time: 0.0531 data_time: 0.0018 memory: 947 loss: 2.3924 2022/11/27 04:28:28 - mmengine - INFO - Epoch(train) [35][4100/5005] lr: 8.0626e-02 eta: 5:50:56 time: 0.0478 data_time: 0.0016 memory: 947 loss: 2.3086 2022/11/27 04:28:33 - mmengine - INFO - Epoch(train) [35][4200/5005] lr: 8.0605e-02 eta: 5:50:51 time: 0.0592 data_time: 0.0208 memory: 947 loss: 2.3044 2022/11/27 04:28:38 - mmengine - INFO - Epoch(train) [35][4300/5005] lr: 8.0584e-02 eta: 5:50:47 time: 0.0535 data_time: 0.0017 memory: 947 loss: 2.4233 2022/11/27 04:28:43 - mmengine - INFO - Epoch(train) [35][4400/5005] lr: 8.0564e-02 eta: 5:50:41 time: 0.0427 data_time: 0.0014 memory: 947 loss: 2.3765 2022/11/27 04:28:48 - mmengine - INFO - Epoch(train) [35][4500/5005] lr: 8.0543e-02 eta: 5:50:37 time: 0.0467 data_time: 0.0016 memory: 947 loss: 2.1505 2022/11/27 04:28:53 - mmengine - INFO - Epoch(train) [35][4600/5005] lr: 8.0522e-02 eta: 5:50:32 time: 0.0449 data_time: 0.0018 memory: 947 loss: 2.3548 2022/11/27 04:28:58 - mmengine - INFO - Epoch(train) [35][4700/5005] lr: 8.0502e-02 eta: 5:50:27 time: 0.0516 data_time: 0.0018 memory: 947 loss: 2.3283 2022/11/27 04:29:03 - mmengine - INFO - Epoch(train) [35][4800/5005] lr: 8.0481e-02 eta: 5:50:22 time: 0.0469 data_time: 0.0072 memory: 947 loss: 2.5084 2022/11/27 04:29:05 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:29:08 - mmengine - INFO - Epoch(train) [35][4900/5005] lr: 8.0460e-02 eta: 5:50:17 time: 0.0449 data_time: 0.0016 memory: 947 loss: 2.3492 2022/11/27 04:29:13 - mmengine - INFO - Epoch(train) [35][5000/5005] lr: 8.0439e-02 eta: 5:50:12 time: 0.0579 data_time: 0.0018 memory: 947 loss: 2.2056 2022/11/27 04:29:14 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:29:14 - mmengine - INFO - Saving checkpoint at 35 epochs 2022/11/27 04:29:18 - mmengine - INFO - Epoch(val) [35][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0232 memory: 947 2022/11/27 04:29:31 - mmengine - INFO - Epoch(val) [35][196/196] accuracy/top1: 53.9200 accuracy/top5: 78.5820 2022/11/27 04:29:36 - mmengine - INFO - Epoch(train) [36][ 100/5005] lr: 8.0418e-02 eta: 5:50:08 time: 0.0551 data_time: 0.0014 memory: 947 loss: 2.1849 2022/11/27 04:29:41 - mmengine - INFO - Epoch(train) [36][ 200/5005] lr: 8.0397e-02 eta: 5:50:03 time: 0.0706 data_time: 0.0017 memory: 947 loss: 2.1582 2022/11/27 04:29:46 - mmengine - INFO - Epoch(train) [36][ 300/5005] lr: 8.0376e-02 eta: 5:49:58 time: 0.0456 data_time: 0.0014 memory: 947 loss: 2.2182 2022/11/27 04:29:51 - mmengine - INFO - Epoch(train) [36][ 400/5005] lr: 8.0355e-02 eta: 5:49:53 time: 0.0534 data_time: 0.0016 memory: 947 loss: 2.2286 2022/11/27 04:29:56 - mmengine - INFO - Epoch(train) [36][ 500/5005] lr: 8.0334e-02 eta: 5:49:48 time: 0.0424 data_time: 0.0014 memory: 947 loss: 2.3019 2022/11/27 04:30:01 - mmengine - INFO - Epoch(train) [36][ 600/5005] lr: 8.0314e-02 eta: 5:49:43 time: 0.0425 data_time: 0.0014 memory: 947 loss: 2.4051 2022/11/27 04:30:06 - mmengine - INFO - Epoch(train) [36][ 700/5005] lr: 8.0293e-02 eta: 5:49:38 time: 0.0472 data_time: 0.0015 memory: 947 loss: 2.2511 2022/11/27 04:30:11 - mmengine - INFO - Epoch(train) [36][ 800/5005] lr: 8.0272e-02 eta: 5:49:33 time: 0.0456 data_time: 0.0014 memory: 947 loss: 2.2833 2022/11/27 04:30:12 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:30:16 - mmengine - INFO - Epoch(train) [36][ 900/5005] lr: 8.0251e-02 eta: 5:49:28 time: 0.0472 data_time: 0.0014 memory: 947 loss: 2.0945 2022/11/27 04:30:21 - mmengine - INFO - Epoch(train) [36][1000/5005] lr: 8.0230e-02 eta: 5:49:24 time: 0.0447 data_time: 0.0015 memory: 947 loss: 2.4442 2022/11/27 04:30:27 - mmengine - INFO - Epoch(train) [36][1100/5005] lr: 8.0210e-02 eta: 5:49:19 time: 0.0497 data_time: 0.0014 memory: 947 loss: 2.4918 2022/11/27 04:30:32 - mmengine - INFO - Epoch(train) [36][1200/5005] lr: 8.0189e-02 eta: 5:49:15 time: 0.0604 data_time: 0.0014 memory: 947 loss: 2.2469 2022/11/27 04:30:37 - mmengine - INFO - Epoch(train) [36][1300/5005] lr: 8.0168e-02 eta: 5:49:10 time: 0.0570 data_time: 0.0017 memory: 947 loss: 2.0891 2022/11/27 04:30:42 - mmengine - INFO - Epoch(train) [36][1400/5005] lr: 8.0147e-02 eta: 5:49:05 time: 0.0535 data_time: 0.0014 memory: 947 loss: 2.5240 2022/11/27 04:30:47 - mmengine - INFO - Epoch(train) [36][1500/5005] lr: 8.0126e-02 eta: 5:49:00 time: 0.0445 data_time: 0.0015 memory: 947 loss: 2.1979 2022/11/27 04:30:52 - mmengine - INFO - Epoch(train) [36][1600/5005] lr: 8.0105e-02 eta: 5:48:56 time: 0.0487 data_time: 0.0017 memory: 947 loss: 2.4736 2022/11/27 04:30:57 - mmengine - INFO - Epoch(train) [36][1700/5005] lr: 8.0084e-02 eta: 5:48:50 time: 0.0495 data_time: 0.0054 memory: 947 loss: 2.3514 2022/11/27 04:31:02 - mmengine - INFO - Epoch(train) [36][1800/5005] lr: 8.0063e-02 eta: 5:48:46 time: 0.0677 data_time: 0.0290 memory: 947 loss: 2.0847 2022/11/27 04:31:03 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:31:07 - mmengine - INFO - Epoch(train) [36][1900/5005] lr: 8.0043e-02 eta: 5:48:41 time: 0.0445 data_time: 0.0016 memory: 947 loss: 2.3674 2022/11/27 04:31:12 - mmengine - INFO - Epoch(train) [36][2000/5005] lr: 8.0022e-02 eta: 5:48:36 time: 0.0551 data_time: 0.0013 memory: 947 loss: 2.2362 2022/11/27 04:31:17 - mmengine - INFO - Epoch(train) [36][2100/5005] lr: 8.0001e-02 eta: 5:48:31 time: 0.0435 data_time: 0.0017 memory: 947 loss: 2.3102 2022/11/27 04:31:22 - mmengine - INFO - Epoch(train) [36][2200/5005] lr: 7.9980e-02 eta: 5:48:26 time: 0.0468 data_time: 0.0014 memory: 947 loss: 2.3751 2022/11/27 04:31:27 - mmengine - INFO - Epoch(train) [36][2300/5005] lr: 7.9959e-02 eta: 5:48:21 time: 0.0482 data_time: 0.0014 memory: 947 loss: 2.3938 2022/11/27 04:31:32 - mmengine - INFO - Epoch(train) [36][2400/5005] lr: 7.9938e-02 eta: 5:48:16 time: 0.0494 data_time: 0.0014 memory: 947 loss: 2.4191 2022/11/27 04:31:37 - mmengine - INFO - Epoch(train) [36][2500/5005] lr: 7.9917e-02 eta: 5:48:11 time: 0.0497 data_time: 0.0016 memory: 947 loss: 2.4979 2022/11/27 04:31:42 - mmengine - INFO - Epoch(train) [36][2600/5005] lr: 7.9896e-02 eta: 5:48:06 time: 0.0521 data_time: 0.0015 memory: 947 loss: 2.4021 2022/11/27 04:31:47 - mmengine - INFO - Epoch(train) [36][2700/5005] lr: 7.9875e-02 eta: 5:48:01 time: 0.0441 data_time: 0.0017 memory: 947 loss: 2.4653 2022/11/27 04:31:52 - mmengine - INFO - Epoch(train) [36][2800/5005] lr: 7.9854e-02 eta: 5:47:56 time: 0.0497 data_time: 0.0015 memory: 947 loss: 2.1460 2022/11/27 04:31:53 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:31:57 - mmengine - INFO - Epoch(train) [36][2900/5005] lr: 7.9833e-02 eta: 5:47:50 time: 0.0443 data_time: 0.0015 memory: 947 loss: 2.4009 2022/11/27 04:32:02 - mmengine - INFO - Epoch(train) [36][3000/5005] lr: 7.9812e-02 eta: 5:47:46 time: 0.0516 data_time: 0.0081 memory: 947 loss: 2.4351 2022/11/27 04:32:07 - mmengine - INFO - Epoch(train) [36][3100/5005] lr: 7.9791e-02 eta: 5:47:40 time: 0.0445 data_time: 0.0016 memory: 947 loss: 2.1705 2022/11/27 04:32:12 - mmengine - INFO - Epoch(train) [36][3200/5005] lr: 7.9770e-02 eta: 5:47:36 time: 0.0443 data_time: 0.0014 memory: 947 loss: 2.2166 2022/11/27 04:32:17 - mmengine - INFO - Epoch(train) [36][3300/5005] lr: 7.9749e-02 eta: 5:47:31 time: 0.0518 data_time: 0.0013 memory: 947 loss: 2.4017 2022/11/27 04:32:22 - mmengine - INFO - Epoch(train) [36][3400/5005] lr: 7.9728e-02 eta: 5:47:26 time: 0.0455 data_time: 0.0016 memory: 947 loss: 2.6220 2022/11/27 04:32:27 - mmengine - INFO - Epoch(train) [36][3500/5005] lr: 7.9707e-02 eta: 5:47:21 time: 0.0535 data_time: 0.0017 memory: 947 loss: 2.3694 2022/11/27 04:32:32 - mmengine - INFO - Epoch(train) [36][3600/5005] lr: 7.9686e-02 eta: 5:47:17 time: 0.0658 data_time: 0.0271 memory: 947 loss: 2.4441 2022/11/27 04:32:37 - mmengine - INFO - Epoch(train) [36][3700/5005] lr: 7.9665e-02 eta: 5:47:11 time: 0.0479 data_time: 0.0016 memory: 947 loss: 2.0968 2022/11/27 04:32:42 - mmengine - INFO - Epoch(train) [36][3800/5005] lr: 7.9644e-02 eta: 5:47:05 time: 0.0410 data_time: 0.0015 memory: 947 loss: 2.2645 2022/11/27 04:32:43 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:32:47 - mmengine - INFO - Epoch(train) [36][3900/5005] lr: 7.9623e-02 eta: 5:47:01 time: 0.0469 data_time: 0.0022 memory: 947 loss: 2.2643 2022/11/27 04:32:51 - mmengine - INFO - Epoch(train) [36][4000/5005] lr: 7.9602e-02 eta: 5:46:55 time: 0.0433 data_time: 0.0016 memory: 947 loss: 2.1960 2022/11/27 04:32:56 - mmengine - INFO - Epoch(train) [36][4100/5005] lr: 7.9581e-02 eta: 5:46:49 time: 0.0445 data_time: 0.0018 memory: 947 loss: 2.4906 2022/11/27 04:33:01 - mmengine - INFO - Epoch(train) [36][4200/5005] lr: 7.9560e-02 eta: 5:46:45 time: 0.0440 data_time: 0.0017 memory: 947 loss: 2.5752 2022/11/27 04:33:06 - mmengine - INFO - Epoch(train) [36][4300/5005] lr: 7.9538e-02 eta: 5:46:40 time: 0.0437 data_time: 0.0014 memory: 947 loss: 2.5297 2022/11/27 04:33:12 - mmengine - INFO - Epoch(train) [36][4400/5005] lr: 7.9517e-02 eta: 5:46:36 time: 0.0521 data_time: 0.0015 memory: 947 loss: 2.2915 2022/11/27 04:33:16 - mmengine - INFO - Epoch(train) [36][4500/5005] lr: 7.9496e-02 eta: 5:46:31 time: 0.0529 data_time: 0.0150 memory: 947 loss: 2.4273 2022/11/27 04:33:22 - mmengine - INFO - Epoch(train) [36][4600/5005] lr: 7.9475e-02 eta: 5:46:26 time: 0.0553 data_time: 0.0013 memory: 947 loss: 2.3522 2022/11/27 04:33:27 - mmengine - INFO - Epoch(train) [36][4700/5005] lr: 7.9454e-02 eta: 5:46:21 time: 0.0585 data_time: 0.0015 memory: 947 loss: 2.2433 2022/11/27 04:33:32 - mmengine - INFO - Epoch(train) [36][4800/5005] lr: 7.9433e-02 eta: 5:46:16 time: 0.0483 data_time: 0.0014 memory: 947 loss: 1.9701 2022/11/27 04:33:33 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:33:37 - mmengine - INFO - Epoch(train) [36][4900/5005] lr: 7.9412e-02 eta: 5:46:12 time: 0.0520 data_time: 0.0015 memory: 947 loss: 2.1474 2022/11/27 04:33:42 - mmengine - INFO - Epoch(train) [36][5000/5005] lr: 7.9391e-02 eta: 5:46:08 time: 0.0409 data_time: 0.0018 memory: 947 loss: 2.3686 2022/11/27 04:33:43 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:33:43 - mmengine - INFO - Saving checkpoint at 36 epochs 2022/11/27 04:33:47 - mmengine - INFO - Epoch(val) [36][100/196] eta: 0:00:03 time: 0.0361 data_time: 0.0254 memory: 947 2022/11/27 04:34:00 - mmengine - INFO - Epoch(val) [36][196/196] accuracy/top1: 53.8400 accuracy/top5: 78.3960 2022/11/27 04:34:05 - mmengine - INFO - Epoch(train) [37][ 100/5005] lr: 7.9368e-02 eta: 5:46:03 time: 0.0571 data_time: 0.0015 memory: 947 loss: 2.2127 2022/11/27 04:34:10 - mmengine - INFO - Epoch(train) [37][ 200/5005] lr: 7.9347e-02 eta: 5:45:58 time: 0.0447 data_time: 0.0016 memory: 947 loss: 2.4516 2022/11/27 04:34:16 - mmengine - INFO - Epoch(train) [37][ 300/5005] lr: 7.9326e-02 eta: 5:45:55 time: 0.0604 data_time: 0.0015 memory: 947 loss: 2.2322 2022/11/27 04:34:21 - mmengine - INFO - Epoch(train) [37][ 400/5005] lr: 7.9305e-02 eta: 5:45:50 time: 0.0537 data_time: 0.0015 memory: 947 loss: 2.1532 2022/11/27 04:34:26 - mmengine - INFO - Epoch(train) [37][ 500/5005] lr: 7.9284e-02 eta: 5:45:45 time: 0.0478 data_time: 0.0013 memory: 947 loss: 2.1957 2022/11/27 04:34:31 - mmengine - INFO - Epoch(train) [37][ 600/5005] lr: 7.9262e-02 eta: 5:45:40 time: 0.0552 data_time: 0.0020 memory: 947 loss: 2.2975 2022/11/27 04:34:36 - mmengine - INFO - Epoch(train) [37][ 700/5005] lr: 7.9241e-02 eta: 5:45:36 time: 0.0512 data_time: 0.0061 memory: 947 loss: 2.3159 2022/11/27 04:34:41 - mmengine - INFO - Epoch(train) [37][ 800/5005] lr: 7.9220e-02 eta: 5:45:31 time: 0.0458 data_time: 0.0018 memory: 947 loss: 2.4729 2022/11/27 04:34:42 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:34:46 - mmengine - INFO - Epoch(train) [37][ 900/5005] lr: 7.9199e-02 eta: 5:45:26 time: 0.0482 data_time: 0.0016 memory: 947 loss: 2.2078 2022/11/27 04:34:52 - mmengine - INFO - Epoch(train) [37][1000/5005] lr: 7.9177e-02 eta: 5:45:22 time: 0.0560 data_time: 0.0014 memory: 947 loss: 2.4981 2022/11/27 04:34:57 - mmengine - INFO - Epoch(train) [37][1100/5005] lr: 7.9156e-02 eta: 5:45:18 time: 0.0519 data_time: 0.0028 memory: 947 loss: 2.4523 2022/11/27 04:35:02 - mmengine - INFO - Epoch(train) [37][1200/5005] lr: 7.9135e-02 eta: 5:45:13 time: 0.0536 data_time: 0.0016 memory: 947 loss: 2.2050 2022/11/27 04:35:08 - mmengine - INFO - Epoch(train) [37][1300/5005] lr: 7.9114e-02 eta: 5:45:09 time: 0.0513 data_time: 0.0016 memory: 947 loss: 2.1906 2022/11/27 04:35:13 - mmengine - INFO - Epoch(train) [37][1400/5005] lr: 7.9092e-02 eta: 5:45:05 time: 0.0568 data_time: 0.0150 memory: 947 loss: 2.3778 2022/11/27 04:35:18 - mmengine - INFO - Epoch(train) [37][1500/5005] lr: 7.9071e-02 eta: 5:44:59 time: 0.0451 data_time: 0.0018 memory: 947 loss: 2.2630 2022/11/27 04:35:23 - mmengine - INFO - Epoch(train) [37][1600/5005] lr: 7.9050e-02 eta: 5:44:55 time: 0.0449 data_time: 0.0016 memory: 947 loss: 2.5142 2022/11/27 04:35:28 - mmengine - INFO - Epoch(train) [37][1700/5005] lr: 7.9029e-02 eta: 5:44:50 time: 0.0462 data_time: 0.0018 memory: 947 loss: 2.2561 2022/11/27 04:35:33 - mmengine - INFO - Epoch(train) [37][1800/5005] lr: 7.9007e-02 eta: 5:44:45 time: 0.0502 data_time: 0.0015 memory: 947 loss: 2.3005 2022/11/27 04:35:34 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:35:38 - mmengine - INFO - Epoch(train) [37][1900/5005] lr: 7.8986e-02 eta: 5:44:41 time: 0.0465 data_time: 0.0019 memory: 947 loss: 2.1844 2022/11/27 04:35:43 - mmengine - INFO - Epoch(train) [37][2000/5005] lr: 7.8965e-02 eta: 5:44:35 time: 0.0509 data_time: 0.0015 memory: 947 loss: 2.2468 2022/11/27 04:35:48 - mmengine - INFO - Epoch(train) [37][2100/5005] lr: 7.8943e-02 eta: 5:44:30 time: 0.0541 data_time: 0.0014 memory: 947 loss: 2.3753 2022/11/27 04:35:53 - mmengine - INFO - Epoch(train) [37][2200/5005] lr: 7.8922e-02 eta: 5:44:25 time: 0.0422 data_time: 0.0016 memory: 947 loss: 2.4376 2022/11/27 04:35:58 - mmengine - INFO - Epoch(train) [37][2300/5005] lr: 7.8901e-02 eta: 5:44:21 time: 0.0423 data_time: 0.0016 memory: 947 loss: 2.3448 2022/11/27 04:36:03 - mmengine - INFO - Epoch(train) [37][2400/5005] lr: 7.8879e-02 eta: 5:44:15 time: 0.0441 data_time: 0.0015 memory: 947 loss: 2.2843 2022/11/27 04:36:08 - mmengine - INFO - Epoch(train) [37][2500/5005] lr: 7.8858e-02 eta: 5:44:10 time: 0.0528 data_time: 0.0015 memory: 947 loss: 2.3067 2022/11/27 04:36:13 - mmengine - INFO - Epoch(train) [37][2600/5005] lr: 7.8837e-02 eta: 5:44:05 time: 0.0477 data_time: 0.0054 memory: 947 loss: 2.1867 2022/11/27 04:36:18 - mmengine - INFO - Epoch(train) [37][2700/5005] lr: 7.8815e-02 eta: 5:44:00 time: 0.0513 data_time: 0.0017 memory: 947 loss: 2.3423 2022/11/27 04:36:23 - mmengine - INFO - Epoch(train) [37][2800/5005] lr: 7.8794e-02 eta: 5:43:56 time: 0.0594 data_time: 0.0016 memory: 947 loss: 2.2017 2022/11/27 04:36:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:36:28 - mmengine - INFO - Epoch(train) [37][2900/5005] lr: 7.8773e-02 eta: 5:43:51 time: 0.0529 data_time: 0.0017 memory: 947 loss: 2.3409 2022/11/27 04:36:33 - mmengine - INFO - Epoch(train) [37][3000/5005] lr: 7.8751e-02 eta: 5:43:46 time: 0.0515 data_time: 0.0015 memory: 947 loss: 2.3785 2022/11/27 04:36:38 - mmengine - INFO - Epoch(train) [37][3100/5005] lr: 7.8730e-02 eta: 5:43:41 time: 0.0557 data_time: 0.0016 memory: 947 loss: 2.3775 2022/11/27 04:36:43 - mmengine - INFO - Epoch(train) [37][3200/5005] lr: 7.8708e-02 eta: 5:43:36 time: 0.0474 data_time: 0.0017 memory: 947 loss: 2.2095 2022/11/27 04:36:48 - mmengine - INFO - Epoch(train) [37][3300/5005] lr: 7.8687e-02 eta: 5:43:31 time: 0.0455 data_time: 0.0025 memory: 947 loss: 2.3185 2022/11/27 04:36:53 - mmengine - INFO - Epoch(train) [37][3400/5005] lr: 7.8665e-02 eta: 5:43:27 time: 0.0548 data_time: 0.0158 memory: 947 loss: 2.4071 2022/11/27 04:36:58 - mmengine - INFO - Epoch(train) [37][3500/5005] lr: 7.8644e-02 eta: 5:43:22 time: 0.0490 data_time: 0.0013 memory: 947 loss: 2.4592 2022/11/27 04:37:03 - mmengine - INFO - Epoch(train) [37][3600/5005] lr: 7.8623e-02 eta: 5:43:17 time: 0.0443 data_time: 0.0015 memory: 947 loss: 2.1846 2022/11/27 04:37:09 - mmengine - INFO - Epoch(train) [37][3700/5005] lr: 7.8601e-02 eta: 5:43:13 time: 0.0477 data_time: 0.0015 memory: 947 loss: 2.2218 2022/11/27 04:37:14 - mmengine - INFO - Epoch(train) [37][3800/5005] lr: 7.8580e-02 eta: 5:43:08 time: 0.0493 data_time: 0.0090 memory: 947 loss: 2.3815 2022/11/27 04:37:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:37:19 - mmengine - INFO - Epoch(train) [37][3900/5005] lr: 7.8558e-02 eta: 5:43:03 time: 0.0546 data_time: 0.0100 memory: 947 loss: 2.1690 2022/11/27 04:37:24 - mmengine - INFO - Epoch(train) [37][4000/5005] lr: 7.8537e-02 eta: 5:42:58 time: 0.0638 data_time: 0.0072 memory: 947 loss: 2.2807 2022/11/27 04:37:29 - mmengine - INFO - Epoch(train) [37][4100/5005] lr: 7.8515e-02 eta: 5:42:53 time: 0.0453 data_time: 0.0017 memory: 947 loss: 2.2169 2022/11/27 04:37:34 - mmengine - INFO - Epoch(train) [37][4200/5005] lr: 7.8494e-02 eta: 5:42:48 time: 0.0547 data_time: 0.0016 memory: 947 loss: 2.4817 2022/11/27 04:37:39 - mmengine - INFO - Epoch(train) [37][4300/5005] lr: 7.8472e-02 eta: 5:42:43 time: 0.0616 data_time: 0.0014 memory: 947 loss: 2.4971 2022/11/27 04:37:44 - mmengine - INFO - Epoch(train) [37][4400/5005] lr: 7.8451e-02 eta: 5:42:38 time: 0.0460 data_time: 0.0016 memory: 947 loss: 2.3452 2022/11/27 04:37:49 - mmengine - INFO - Epoch(train) [37][4500/5005] lr: 7.8429e-02 eta: 5:42:33 time: 0.0459 data_time: 0.0019 memory: 947 loss: 2.3703 2022/11/27 04:37:54 - mmengine - INFO - Epoch(train) [37][4600/5005] lr: 7.8408e-02 eta: 5:42:28 time: 0.0451 data_time: 0.0017 memory: 947 loss: 2.2432 2022/11/27 04:37:59 - mmengine - INFO - Epoch(train) [37][4700/5005] lr: 7.8386e-02 eta: 5:42:23 time: 0.0447 data_time: 0.0018 memory: 947 loss: 2.2232 2022/11/27 04:38:04 - mmengine - INFO - Epoch(train) [37][4800/5005] lr: 7.8365e-02 eta: 5:42:18 time: 0.0571 data_time: 0.0015 memory: 947 loss: 2.4850 2022/11/27 04:38:04 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:38:08 - mmengine - INFO - Epoch(train) [37][4900/5005] lr: 7.8343e-02 eta: 5:42:13 time: 0.0610 data_time: 0.0013 memory: 947 loss: 2.2633 2022/11/27 04:38:13 - mmengine - INFO - Epoch(train) [37][5000/5005] lr: 7.8322e-02 eta: 5:42:07 time: 0.0407 data_time: 0.0025 memory: 947 loss: 2.1097 2022/11/27 04:38:14 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:38:14 - mmengine - INFO - Saving checkpoint at 37 epochs 2022/11/27 04:38:18 - mmengine - INFO - Epoch(val) [37][100/196] eta: 0:00:03 time: 0.0362 data_time: 0.0253 memory: 947 2022/11/27 04:38:31 - mmengine - INFO - Epoch(val) [37][196/196] accuracy/top1: 54.4760 accuracy/top5: 78.8660 2022/11/27 04:38:36 - mmengine - INFO - Epoch(train) [38][ 100/5005] lr: 7.8299e-02 eta: 5:42:03 time: 0.0585 data_time: 0.0018 memory: 947 loss: 2.4002 2022/11/27 04:38:41 - mmengine - INFO - Epoch(train) [38][ 200/5005] lr: 7.8277e-02 eta: 5:41:58 time: 0.0493 data_time: 0.0049 memory: 947 loss: 2.0881 2022/11/27 04:38:47 - mmengine - INFO - Epoch(train) [38][ 300/5005] lr: 7.8256e-02 eta: 5:41:54 time: 0.0442 data_time: 0.0016 memory: 947 loss: 2.3765 2022/11/27 04:38:52 - mmengine - INFO - Epoch(train) [38][ 400/5005] lr: 7.8234e-02 eta: 5:41:49 time: 0.0464 data_time: 0.0013 memory: 947 loss: 2.1905 2022/11/27 04:38:57 - mmengine - INFO - Epoch(train) [38][ 500/5005] lr: 7.8213e-02 eta: 5:41:44 time: 0.0462 data_time: 0.0018 memory: 947 loss: 2.1726 2022/11/27 04:39:02 - mmengine - INFO - Epoch(train) [38][ 600/5005] lr: 7.8191e-02 eta: 5:41:40 time: 0.0540 data_time: 0.0017 memory: 947 loss: 2.4561 2022/11/27 04:39:07 - mmengine - INFO - Epoch(train) [38][ 700/5005] lr: 7.8169e-02 eta: 5:41:35 time: 0.0559 data_time: 0.0175 memory: 947 loss: 2.3738 2022/11/27 04:39:12 - mmengine - INFO - Epoch(train) [38][ 800/5005] lr: 7.8148e-02 eta: 5:41:30 time: 0.0534 data_time: 0.0164 memory: 947 loss: 2.2838 2022/11/27 04:39:13 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:39:17 - mmengine - INFO - Epoch(train) [38][ 900/5005] lr: 7.8126e-02 eta: 5:41:26 time: 0.0507 data_time: 0.0079 memory: 947 loss: 2.1904 2022/11/27 04:39:22 - mmengine - INFO - Epoch(train) [38][1000/5005] lr: 7.8105e-02 eta: 5:41:21 time: 0.0509 data_time: 0.0015 memory: 947 loss: 2.3682 2022/11/27 04:39:28 - mmengine - INFO - Epoch(train) [38][1100/5005] lr: 7.8083e-02 eta: 5:41:16 time: 0.0694 data_time: 0.0282 memory: 947 loss: 2.1597 2022/11/27 04:39:33 - mmengine - INFO - Epoch(train) [38][1200/5005] lr: 7.8061e-02 eta: 5:41:12 time: 0.0482 data_time: 0.0018 memory: 947 loss: 2.4923 2022/11/27 04:39:38 - mmengine - INFO - Epoch(train) [38][1300/5005] lr: 7.8040e-02 eta: 5:41:07 time: 0.0504 data_time: 0.0017 memory: 947 loss: 2.5590 2022/11/27 04:39:43 - mmengine - INFO - Epoch(train) [38][1400/5005] lr: 7.8018e-02 eta: 5:41:02 time: 0.0523 data_time: 0.0017 memory: 947 loss: 2.1921 2022/11/27 04:39:48 - mmengine - INFO - Epoch(train) [38][1500/5005] lr: 7.7996e-02 eta: 5:40:56 time: 0.0484 data_time: 0.0068 memory: 947 loss: 2.0646 2022/11/27 04:39:53 - mmengine - INFO - Epoch(train) [38][1600/5005] lr: 7.7975e-02 eta: 5:40:51 time: 0.0432 data_time: 0.0016 memory: 947 loss: 2.2818 2022/11/27 04:39:57 - mmengine - INFO - Epoch(train) [38][1700/5005] lr: 7.7953e-02 eta: 5:40:46 time: 0.0560 data_time: 0.0014 memory: 947 loss: 2.1816 2022/11/27 04:40:03 - mmengine - INFO - Epoch(train) [38][1800/5005] lr: 7.7931e-02 eta: 5:40:41 time: 0.0554 data_time: 0.0016 memory: 947 loss: 2.2367 2022/11/27 04:40:03 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:40:08 - mmengine - INFO - Epoch(train) [38][1900/5005] lr: 7.7910e-02 eta: 5:40:37 time: 0.0474 data_time: 0.0014 memory: 947 loss: 2.3510 2022/11/27 04:40:13 - mmengine - INFO - Epoch(train) [38][2000/5005] lr: 7.7888e-02 eta: 5:40:32 time: 0.0453 data_time: 0.0015 memory: 947 loss: 2.2912 2022/11/27 04:40:17 - mmengine - INFO - Epoch(train) [38][2100/5005] lr: 7.7866e-02 eta: 5:40:26 time: 0.0424 data_time: 0.0017 memory: 947 loss: 2.2341 2022/11/27 04:40:22 - mmengine - INFO - Epoch(train) [38][2200/5005] lr: 7.7844e-02 eta: 5:40:21 time: 0.0431 data_time: 0.0014 memory: 947 loss: 2.3919 2022/11/27 04:40:28 - mmengine - INFO - Epoch(train) [38][2300/5005] lr: 7.7823e-02 eta: 5:40:17 time: 0.0425 data_time: 0.0013 memory: 947 loss: 2.3669 2022/11/27 04:40:32 - mmengine - INFO - Epoch(train) [38][2400/5005] lr: 7.7801e-02 eta: 5:40:11 time: 0.0489 data_time: 0.0015 memory: 947 loss: 2.2641 2022/11/27 04:40:37 - mmengine - INFO - Epoch(train) [38][2500/5005] lr: 7.7779e-02 eta: 5:40:06 time: 0.0450 data_time: 0.0014 memory: 947 loss: 2.1566 2022/11/27 04:40:42 - mmengine - INFO - Epoch(train) [38][2600/5005] lr: 7.7758e-02 eta: 5:40:01 time: 0.0535 data_time: 0.0017 memory: 947 loss: 2.5046 2022/11/27 04:40:47 - mmengine - INFO - Epoch(train) [38][2700/5005] lr: 7.7736e-02 eta: 5:39:57 time: 0.0492 data_time: 0.0014 memory: 947 loss: 2.3458 2022/11/27 04:40:53 - mmengine - INFO - Epoch(train) [38][2800/5005] lr: 7.7714e-02 eta: 5:39:52 time: 0.0553 data_time: 0.0018 memory: 947 loss: 2.4590 2022/11/27 04:40:54 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:40:58 - mmengine - INFO - Epoch(train) [38][2900/5005] lr: 7.7692e-02 eta: 5:39:48 time: 0.0494 data_time: 0.0015 memory: 947 loss: 2.4303 2022/11/27 04:41:03 - mmengine - INFO - Epoch(train) [38][3000/5005] lr: 7.7670e-02 eta: 5:39:43 time: 0.0577 data_time: 0.0013 memory: 947 loss: 2.4209 2022/11/27 04:41:08 - mmengine - INFO - Epoch(train) [38][3100/5005] lr: 7.7649e-02 eta: 5:39:38 time: 0.0491 data_time: 0.0015 memory: 947 loss: 2.3216 2022/11/27 04:41:13 - mmengine - INFO - Epoch(train) [38][3200/5005] lr: 7.7627e-02 eta: 5:39:33 time: 0.0553 data_time: 0.0015 memory: 947 loss: 2.2586 2022/11/27 04:41:18 - mmengine - INFO - Epoch(train) [38][3300/5005] lr: 7.7605e-02 eta: 5:39:29 time: 0.0473 data_time: 0.0016 memory: 947 loss: 2.2473 2022/11/27 04:41:23 - mmengine - INFO - Epoch(train) [38][3400/5005] lr: 7.7583e-02 eta: 5:39:23 time: 0.0447 data_time: 0.0016 memory: 947 loss: 2.4227 2022/11/27 04:41:28 - mmengine - INFO - Epoch(train) [38][3500/5005] lr: 7.7561e-02 eta: 5:39:18 time: 0.0473 data_time: 0.0015 memory: 947 loss: 2.3773 2022/11/27 04:41:33 - mmengine - INFO - Epoch(train) [38][3600/5005] lr: 7.7540e-02 eta: 5:39:14 time: 0.0436 data_time: 0.0014 memory: 947 loss: 2.4945 2022/11/27 04:41:38 - mmengine - INFO - Epoch(train) [38][3700/5005] lr: 7.7518e-02 eta: 5:39:09 time: 0.0493 data_time: 0.0015 memory: 947 loss: 2.1133 2022/11/27 04:41:43 - mmengine - INFO - Epoch(train) [38][3800/5005] lr: 7.7496e-02 eta: 5:39:04 time: 0.0445 data_time: 0.0015 memory: 947 loss: 2.3622 2022/11/27 04:41:44 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:41:48 - mmengine - INFO - Epoch(train) [38][3900/5005] lr: 7.7474e-02 eta: 5:38:59 time: 0.0468 data_time: 0.0016 memory: 947 loss: 2.5555 2022/11/27 04:41:53 - mmengine - INFO - Epoch(train) [38][4000/5005] lr: 7.7452e-02 eta: 5:38:54 time: 0.0469 data_time: 0.0015 memory: 947 loss: 2.2287 2022/11/27 04:41:59 - mmengine - INFO - Epoch(train) [38][4100/5005] lr: 7.7430e-02 eta: 5:38:50 time: 0.0433 data_time: 0.0015 memory: 947 loss: 2.0852 2022/11/27 04:42:04 - mmengine - INFO - Epoch(train) [38][4200/5005] lr: 7.7409e-02 eta: 5:38:45 time: 0.0439 data_time: 0.0015 memory: 947 loss: 1.9708 2022/11/27 04:42:09 - mmengine - INFO - Epoch(train) [38][4300/5005] lr: 7.7387e-02 eta: 5:38:40 time: 0.0577 data_time: 0.0015 memory: 947 loss: 2.3789 2022/11/27 04:42:14 - mmengine - INFO - Epoch(train) [38][4400/5005] lr: 7.7365e-02 eta: 5:38:35 time: 0.0473 data_time: 0.0017 memory: 947 loss: 2.4006 2022/11/27 04:42:19 - mmengine - INFO - Epoch(train) [38][4500/5005] lr: 7.7343e-02 eta: 5:38:30 time: 0.0499 data_time: 0.0093 memory: 947 loss: 2.3102 2022/11/27 04:42:24 - mmengine - INFO - Epoch(train) [38][4600/5005] lr: 7.7321e-02 eta: 5:38:25 time: 0.0436 data_time: 0.0020 memory: 947 loss: 2.2912 2022/11/27 04:42:29 - mmengine - INFO - Epoch(train) [38][4700/5005] lr: 7.7299e-02 eta: 5:38:21 time: 0.0581 data_time: 0.0016 memory: 947 loss: 2.1054 2022/11/27 04:42:34 - mmengine - INFO - Epoch(train) [38][4800/5005] lr: 7.7277e-02 eta: 5:38:16 time: 0.0434 data_time: 0.0015 memory: 947 loss: 2.5075 2022/11/27 04:42:35 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:42:39 - mmengine - INFO - Epoch(train) [38][4900/5005] lr: 7.7255e-02 eta: 5:38:11 time: 0.0469 data_time: 0.0015 memory: 947 loss: 2.3248 2022/11/27 04:42:44 - mmengine - INFO - Epoch(train) [38][5000/5005] lr: 7.7233e-02 eta: 5:38:06 time: 0.0489 data_time: 0.0127 memory: 947 loss: 2.3727 2022/11/27 04:42:44 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:42:44 - mmengine - INFO - Saving checkpoint at 38 epochs 2022/11/27 04:42:49 - mmengine - INFO - Epoch(val) [38][100/196] eta: 0:00:03 time: 0.0359 data_time: 0.0252 memory: 947 2022/11/27 04:43:02 - mmengine - INFO - Epoch(val) [38][196/196] accuracy/top1: 54.0540 accuracy/top5: 78.8280 2022/11/27 04:43:07 - mmengine - INFO - Epoch(train) [39][ 100/5005] lr: 7.7210e-02 eta: 5:38:01 time: 0.0467 data_time: 0.0014 memory: 947 loss: 2.0813 2022/11/27 04:43:12 - mmengine - INFO - Epoch(train) [39][ 200/5005] lr: 7.7188e-02 eta: 5:37:57 time: 0.0493 data_time: 0.0067 memory: 947 loss: 2.1145 2022/11/27 04:43:17 - mmengine - INFO - Epoch(train) [39][ 300/5005] lr: 7.7166e-02 eta: 5:37:51 time: 0.0440 data_time: 0.0017 memory: 947 loss: 2.2097 2022/11/27 04:43:22 - mmengine - INFO - Epoch(train) [39][ 400/5005] lr: 7.7144e-02 eta: 5:37:46 time: 0.0441 data_time: 0.0014 memory: 947 loss: 2.2513 2022/11/27 04:43:27 - mmengine - INFO - Epoch(train) [39][ 500/5005] lr: 7.7122e-02 eta: 5:37:41 time: 0.0446 data_time: 0.0016 memory: 947 loss: 2.2642 2022/11/27 04:43:32 - mmengine - INFO - Epoch(train) [39][ 600/5005] lr: 7.7100e-02 eta: 5:37:36 time: 0.0566 data_time: 0.0096 memory: 947 loss: 2.2131 2022/11/27 04:43:37 - mmengine - INFO - Epoch(train) [39][ 700/5005] lr: 7.7078e-02 eta: 5:37:31 time: 0.0517 data_time: 0.0015 memory: 947 loss: 2.2447 2022/11/27 04:43:42 - mmengine - INFO - Epoch(train) [39][ 800/5005] lr: 7.7056e-02 eta: 5:37:26 time: 0.0499 data_time: 0.0085 memory: 947 loss: 2.3049 2022/11/27 04:43:42 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:43:47 - mmengine - INFO - Epoch(train) [39][ 900/5005] lr: 7.7034e-02 eta: 5:37:21 time: 0.0602 data_time: 0.0105 memory: 947 loss: 1.9623 2022/11/27 04:43:52 - mmengine - INFO - Epoch(train) [39][1000/5005] lr: 7.7012e-02 eta: 5:37:17 time: 0.0586 data_time: 0.0015 memory: 947 loss: 2.4473 2022/11/27 04:43:57 - mmengine - INFO - Epoch(train) [39][1100/5005] lr: 7.6990e-02 eta: 5:37:12 time: 0.0556 data_time: 0.0151 memory: 947 loss: 2.0951 2022/11/27 04:44:02 - mmengine - INFO - Epoch(train) [39][1200/5005] lr: 7.6968e-02 eta: 5:37:07 time: 0.0485 data_time: 0.0015 memory: 947 loss: 2.4478 2022/11/27 04:44:08 - mmengine - INFO - Epoch(train) [39][1300/5005] lr: 7.6946e-02 eta: 5:37:03 time: 0.0543 data_time: 0.0015 memory: 947 loss: 2.2675 2022/11/27 04:44:13 - mmengine - INFO - Epoch(train) [39][1400/5005] lr: 7.6924e-02 eta: 5:36:59 time: 0.0501 data_time: 0.0014 memory: 947 loss: 2.0382 2022/11/27 04:44:18 - mmengine - INFO - Epoch(train) [39][1500/5005] lr: 7.6902e-02 eta: 5:36:54 time: 0.0474 data_time: 0.0015 memory: 947 loss: 2.3132 2022/11/27 04:44:23 - mmengine - INFO - Epoch(train) [39][1600/5005] lr: 7.6880e-02 eta: 5:36:49 time: 0.0437 data_time: 0.0015 memory: 947 loss: 2.3466 2022/11/27 04:44:28 - mmengine - INFO - Epoch(train) [39][1700/5005] lr: 7.6858e-02 eta: 5:36:44 time: 0.0455 data_time: 0.0016 memory: 947 loss: 2.5109 2022/11/27 04:44:33 - mmengine - INFO - Epoch(train) [39][1800/5005] lr: 7.6836e-02 eta: 5:36:39 time: 0.0468 data_time: 0.0015 memory: 947 loss: 2.3311 2022/11/27 04:44:34 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:44:38 - mmengine - INFO - Epoch(train) [39][1900/5005] lr: 7.6814e-02 eta: 5:36:35 time: 0.0502 data_time: 0.0016 memory: 947 loss: 2.4347 2022/11/27 04:44:44 - mmengine - INFO - Epoch(train) [39][2000/5005] lr: 7.6792e-02 eta: 5:36:30 time: 0.0433 data_time: 0.0014 memory: 947 loss: 2.2507 2022/11/27 04:44:48 - mmengine - INFO - Epoch(train) [39][2100/5005] lr: 7.6770e-02 eta: 5:36:25 time: 0.0461 data_time: 0.0015 memory: 947 loss: 2.4240 2022/11/27 04:44:53 - mmengine - INFO - Epoch(train) [39][2200/5005] lr: 7.6748e-02 eta: 5:36:20 time: 0.0435 data_time: 0.0015 memory: 947 loss: 2.1959 2022/11/27 04:44:59 - mmengine - INFO - Epoch(train) [39][2300/5005] lr: 7.6726e-02 eta: 5:36:15 time: 0.0524 data_time: 0.0017 memory: 947 loss: 2.1254 2022/11/27 04:45:04 - mmengine - INFO - Epoch(train) [39][2400/5005] lr: 7.6704e-02 eta: 5:36:11 time: 0.0446 data_time: 0.0014 memory: 947 loss: 2.2828 2022/11/27 04:45:09 - mmengine - INFO - Epoch(train) [39][2500/5005] lr: 7.6681e-02 eta: 5:36:07 time: 0.0450 data_time: 0.0014 memory: 947 loss: 2.3328 2022/11/27 04:45:14 - mmengine - INFO - Epoch(train) [39][2600/5005] lr: 7.6659e-02 eta: 5:36:02 time: 0.0653 data_time: 0.0144 memory: 947 loss: 2.2108 2022/11/27 04:45:19 - mmengine - INFO - Epoch(train) [39][2700/5005] lr: 7.6637e-02 eta: 5:35:57 time: 0.0453 data_time: 0.0015 memory: 947 loss: 2.0730 2022/11/27 04:45:24 - mmengine - INFO - Epoch(train) [39][2800/5005] lr: 7.6615e-02 eta: 5:35:52 time: 0.0512 data_time: 0.0016 memory: 947 loss: 2.3333 2022/11/27 04:45:25 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:45:30 - mmengine - INFO - Epoch(train) [39][2900/5005] lr: 7.6593e-02 eta: 5:35:48 time: 0.0438 data_time: 0.0016 memory: 947 loss: 2.3339 2022/11/27 04:45:35 - mmengine - INFO - Epoch(train) [39][3000/5005] lr: 7.6571e-02 eta: 5:35:43 time: 0.0496 data_time: 0.0018 memory: 947 loss: 2.2208 2022/11/27 04:45:40 - mmengine - INFO - Epoch(train) [39][3100/5005] lr: 7.6549e-02 eta: 5:35:38 time: 0.0442 data_time: 0.0018 memory: 947 loss: 2.2395 2022/11/27 04:45:45 - mmengine - INFO - Epoch(train) [39][3200/5005] lr: 7.6526e-02 eta: 5:35:33 time: 0.0464 data_time: 0.0014 memory: 947 loss: 2.3194 2022/11/27 04:45:50 - mmengine - INFO - Epoch(train) [39][3300/5005] lr: 7.6504e-02 eta: 5:35:28 time: 0.0553 data_time: 0.0017 memory: 947 loss: 2.3476 2022/11/27 04:45:55 - mmengine - INFO - Epoch(train) [39][3400/5005] lr: 7.6482e-02 eta: 5:35:23 time: 0.0472 data_time: 0.0015 memory: 947 loss: 2.1891 2022/11/27 04:46:00 - mmengine - INFO - Epoch(train) [39][3500/5005] lr: 7.6460e-02 eta: 5:35:18 time: 0.0534 data_time: 0.0103 memory: 947 loss: 2.1428 2022/11/27 04:46:05 - mmengine - INFO - Epoch(train) [39][3600/5005] lr: 7.6438e-02 eta: 5:35:13 time: 0.0440 data_time: 0.0043 memory: 947 loss: 2.3028 2022/11/27 04:46:10 - mmengine - INFO - Epoch(train) [39][3700/5005] lr: 7.6416e-02 eta: 5:35:07 time: 0.0507 data_time: 0.0014 memory: 947 loss: 2.4590 2022/11/27 04:46:14 - mmengine - INFO - Epoch(train) [39][3800/5005] lr: 7.6393e-02 eta: 5:35:02 time: 0.0551 data_time: 0.0015 memory: 947 loss: 2.2628 2022/11/27 04:46:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:46:19 - mmengine - INFO - Epoch(train) [39][3900/5005] lr: 7.6371e-02 eta: 5:34:57 time: 0.0642 data_time: 0.0014 memory: 947 loss: 2.2039 2022/11/27 04:46:24 - mmengine - INFO - Epoch(train) [39][4000/5005] lr: 7.6349e-02 eta: 5:34:52 time: 0.0441 data_time: 0.0014 memory: 947 loss: 2.2823 2022/11/27 04:46:29 - mmengine - INFO - Epoch(train) [39][4100/5005] lr: 7.6327e-02 eta: 5:34:47 time: 0.0433 data_time: 0.0016 memory: 947 loss: 2.4442 2022/11/27 04:46:34 - mmengine - INFO - Epoch(train) [39][4200/5005] lr: 7.6304e-02 eta: 5:34:42 time: 0.0533 data_time: 0.0016 memory: 947 loss: 2.3125 2022/11/27 04:46:39 - mmengine - INFO - Epoch(train) [39][4300/5005] lr: 7.6282e-02 eta: 5:34:36 time: 0.0465 data_time: 0.0017 memory: 947 loss: 2.3042 2022/11/27 04:46:44 - mmengine - INFO - Epoch(train) [39][4400/5005] lr: 7.6260e-02 eta: 5:34:31 time: 0.0553 data_time: 0.0014 memory: 947 loss: 2.1635 2022/11/27 04:46:49 - mmengine - INFO - Epoch(train) [39][4500/5005] lr: 7.6238e-02 eta: 5:34:26 time: 0.0468 data_time: 0.0017 memory: 947 loss: 2.2188 2022/11/27 04:46:54 - mmengine - INFO - Epoch(train) [39][4600/5005] lr: 7.6215e-02 eta: 5:34:21 time: 0.0595 data_time: 0.0014 memory: 947 loss: 2.0607 2022/11/27 04:46:59 - mmengine - INFO - Epoch(train) [39][4700/5005] lr: 7.6193e-02 eta: 5:34:17 time: 0.0518 data_time: 0.0014 memory: 947 loss: 2.0518 2022/11/27 04:47:04 - mmengine - INFO - Epoch(train) [39][4800/5005] lr: 7.6171e-02 eta: 5:34:12 time: 0.0485 data_time: 0.0015 memory: 947 loss: 2.2441 2022/11/27 04:47:05 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:47:09 - mmengine - INFO - Epoch(train) [39][4900/5005] lr: 7.6149e-02 eta: 5:34:07 time: 0.0476 data_time: 0.0017 memory: 947 loss: 2.4094 2022/11/27 04:47:15 - mmengine - INFO - Epoch(train) [39][5000/5005] lr: 7.6126e-02 eta: 5:34:03 time: 0.0421 data_time: 0.0024 memory: 947 loss: 2.3767 2022/11/27 04:47:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:47:15 - mmengine - INFO - Saving checkpoint at 39 epochs 2022/11/27 04:47:19 - mmengine - INFO - Epoch(val) [39][100/196] eta: 0:00:03 time: 0.0363 data_time: 0.0260 memory: 947 2022/11/27 04:47:32 - mmengine - INFO - Epoch(val) [39][196/196] accuracy/top1: 54.0020 accuracy/top5: 78.4520 2022/11/27 04:47:37 - mmengine - INFO - Epoch(train) [40][ 100/5005] lr: 7.6103e-02 eta: 5:33:58 time: 0.0449 data_time: 0.0015 memory: 947 loss: 2.2019 2022/11/27 04:47:42 - mmengine - INFO - Epoch(train) [40][ 200/5005] lr: 7.6081e-02 eta: 5:33:53 time: 0.0479 data_time: 0.0017 memory: 947 loss: 2.3564 2022/11/27 04:47:47 - mmengine - INFO - Epoch(train) [40][ 300/5005] lr: 7.6058e-02 eta: 5:33:48 time: 0.0556 data_time: 0.0014 memory: 947 loss: 2.4720 2022/11/27 04:47:52 - mmengine - INFO - Epoch(train) [40][ 400/5005] lr: 7.6036e-02 eta: 5:33:43 time: 0.0461 data_time: 0.0014 memory: 947 loss: 2.2886 2022/11/27 04:47:57 - mmengine - INFO - Epoch(train) [40][ 500/5005] lr: 7.6014e-02 eta: 5:33:38 time: 0.0540 data_time: 0.0015 memory: 947 loss: 2.4475 2022/11/27 04:48:02 - mmengine - INFO - Epoch(train) [40][ 600/5005] lr: 7.5991e-02 eta: 5:33:33 time: 0.0469 data_time: 0.0018 memory: 947 loss: 2.4440 2022/11/27 04:48:07 - mmengine - INFO - Epoch(train) [40][ 700/5005] lr: 7.5969e-02 eta: 5:33:28 time: 0.0792 data_time: 0.0017 memory: 947 loss: 2.2107 2022/11/27 04:48:12 - mmengine - INFO - Epoch(train) [40][ 800/5005] lr: 7.5947e-02 eta: 5:33:23 time: 0.0524 data_time: 0.0077 memory: 947 loss: 2.1304 2022/11/27 04:48:13 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:48:17 - mmengine - INFO - Epoch(train) [40][ 900/5005] lr: 7.5924e-02 eta: 5:33:19 time: 0.0520 data_time: 0.0014 memory: 947 loss: 2.1496 2022/11/27 04:48:23 - mmengine - INFO - Epoch(train) [40][1000/5005] lr: 7.5902e-02 eta: 5:33:14 time: 0.0410 data_time: 0.0013 memory: 947 loss: 2.4115 2022/11/27 04:48:28 - mmengine - INFO - Epoch(train) [40][1100/5005] lr: 7.5879e-02 eta: 5:33:09 time: 0.0658 data_time: 0.0019 memory: 947 loss: 2.3387 2022/11/27 04:48:33 - mmengine - INFO - Epoch(train) [40][1200/5005] lr: 7.5857e-02 eta: 5:33:04 time: 0.0533 data_time: 0.0100 memory: 947 loss: 2.4183 2022/11/27 04:48:38 - mmengine - INFO - Epoch(train) [40][1300/5005] lr: 7.5835e-02 eta: 5:33:01 time: 0.0495 data_time: 0.0014 memory: 947 loss: 2.1735 2022/11/27 04:48:44 - mmengine - INFO - Epoch(train) [40][1400/5005] lr: 7.5812e-02 eta: 5:32:56 time: 0.0469 data_time: 0.0015 memory: 947 loss: 2.1115 2022/11/27 04:48:49 - mmengine - INFO - Epoch(train) [40][1500/5005] lr: 7.5790e-02 eta: 5:32:51 time: 0.0474 data_time: 0.0028 memory: 947 loss: 2.2793 2022/11/27 04:48:54 - mmengine - INFO - Epoch(train) [40][1600/5005] lr: 7.5767e-02 eta: 5:32:46 time: 0.0439 data_time: 0.0014 memory: 947 loss: 2.2355 2022/11/27 04:48:59 - mmengine - INFO - Epoch(train) [40][1700/5005] lr: 7.5745e-02 eta: 5:32:42 time: 0.0631 data_time: 0.0142 memory: 947 loss: 2.3984 2022/11/27 04:49:04 - mmengine - INFO - Epoch(train) [40][1800/5005] lr: 7.5723e-02 eta: 5:32:38 time: 0.0645 data_time: 0.0035 memory: 947 loss: 2.2895 2022/11/27 04:49:05 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:49:10 - mmengine - INFO - Epoch(train) [40][1900/5005] lr: 7.5700e-02 eta: 5:32:33 time: 0.0461 data_time: 0.0017 memory: 947 loss: 2.2286 2022/11/27 04:49:15 - mmengine - INFO - Epoch(train) [40][2000/5005] lr: 7.5678e-02 eta: 5:32:28 time: 0.0409 data_time: 0.0016 memory: 947 loss: 2.1741 2022/11/27 04:49:20 - mmengine - INFO - Epoch(train) [40][2100/5005] lr: 7.5655e-02 eta: 5:32:23 time: 0.0455 data_time: 0.0017 memory: 947 loss: 2.3776 2022/11/27 04:49:25 - mmengine - INFO - Epoch(train) [40][2200/5005] lr: 7.5633e-02 eta: 5:32:19 time: 0.0452 data_time: 0.0018 memory: 947 loss: 2.3383 2022/11/27 04:49:30 - mmengine - INFO - Epoch(train) [40][2300/5005] lr: 7.5610e-02 eta: 5:32:14 time: 0.0681 data_time: 0.0308 memory: 947 loss: 2.3532 2022/11/27 04:49:35 - mmengine - INFO - Epoch(train) [40][2400/5005] lr: 7.5588e-02 eta: 5:32:09 time: 0.0453 data_time: 0.0018 memory: 947 loss: 2.1920 2022/11/27 04:49:40 - mmengine - INFO - Epoch(train) [40][2500/5005] lr: 7.5565e-02 eta: 5:32:05 time: 0.0598 data_time: 0.0016 memory: 947 loss: 2.4880 2022/11/27 04:49:45 - mmengine - INFO - Epoch(train) [40][2600/5005] lr: 7.5543e-02 eta: 5:32:00 time: 0.0551 data_time: 0.0016 memory: 947 loss: 2.1646 2022/11/27 04:49:50 - mmengine - INFO - Epoch(train) [40][2700/5005] lr: 7.5520e-02 eta: 5:31:55 time: 0.0461 data_time: 0.0019 memory: 947 loss: 2.3251 2022/11/27 04:49:56 - mmengine - INFO - Epoch(train) [40][2800/5005] lr: 7.5498e-02 eta: 5:31:50 time: 0.0557 data_time: 0.0026 memory: 947 loss: 2.2273 2022/11/27 04:49:56 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:50:01 - mmengine - INFO - Epoch(train) [40][2900/5005] lr: 7.5475e-02 eta: 5:31:46 time: 0.0569 data_time: 0.0015 memory: 947 loss: 2.6178 2022/11/27 04:50:06 - mmengine - INFO - Epoch(train) [40][3000/5005] lr: 7.5453e-02 eta: 5:31:41 time: 0.0429 data_time: 0.0015 memory: 947 loss: 2.3091 2022/11/27 04:50:11 - mmengine - INFO - Epoch(train) [40][3100/5005] lr: 7.5430e-02 eta: 5:31:36 time: 0.0461 data_time: 0.0020 memory: 947 loss: 2.2532 2022/11/27 04:50:16 - mmengine - INFO - Epoch(train) [40][3200/5005] lr: 7.5408e-02 eta: 5:31:32 time: 0.0575 data_time: 0.0015 memory: 947 loss: 2.3166 2022/11/27 04:50:21 - mmengine - INFO - Epoch(train) [40][3300/5005] lr: 7.5385e-02 eta: 5:31:27 time: 0.0550 data_time: 0.0016 memory: 947 loss: 2.2388 2022/11/27 04:50:27 - mmengine - INFO - Epoch(train) [40][3400/5005] lr: 7.5363e-02 eta: 5:31:22 time: 0.0456 data_time: 0.0018 memory: 947 loss: 2.2662 2022/11/27 04:50:32 - mmengine - INFO - Epoch(train) [40][3500/5005] lr: 7.5340e-02 eta: 5:31:18 time: 0.0554 data_time: 0.0020 memory: 947 loss: 2.1602 2022/11/27 04:50:37 - mmengine - INFO - Epoch(train) [40][3600/5005] lr: 7.5318e-02 eta: 5:31:14 time: 0.0649 data_time: 0.0279 memory: 947 loss: 2.1847 2022/11/27 04:50:42 - mmengine - INFO - Epoch(train) [40][3700/5005] lr: 7.5295e-02 eta: 5:31:08 time: 0.0539 data_time: 0.0015 memory: 947 loss: 2.3249 2022/11/27 04:50:47 - mmengine - INFO - Epoch(train) [40][3800/5005] lr: 7.5273e-02 eta: 5:31:04 time: 0.0453 data_time: 0.0018 memory: 947 loss: 2.5062 2022/11/27 04:50:48 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:50:52 - mmengine - INFO - Epoch(train) [40][3900/5005] lr: 7.5250e-02 eta: 5:30:59 time: 0.0552 data_time: 0.0014 memory: 947 loss: 2.2799 2022/11/27 04:50:57 - mmengine - INFO - Epoch(train) [40][4000/5005] lr: 7.5228e-02 eta: 5:30:54 time: 0.0427 data_time: 0.0017 memory: 947 loss: 2.4077 2022/11/27 04:51:03 - mmengine - INFO - Epoch(train) [40][4100/5005] lr: 7.5205e-02 eta: 5:30:49 time: 0.0446 data_time: 0.0016 memory: 947 loss: 2.2411 2022/11/27 04:51:08 - mmengine - INFO - Epoch(train) [40][4200/5005] lr: 7.5182e-02 eta: 5:30:45 time: 0.0464 data_time: 0.0014 memory: 947 loss: 2.0873 2022/11/27 04:51:13 - mmengine - INFO - Epoch(train) [40][4300/5005] lr: 7.5160e-02 eta: 5:30:41 time: 0.0790 data_time: 0.0015 memory: 947 loss: 2.0989 2022/11/27 04:51:19 - mmengine - INFO - Epoch(train) [40][4400/5005] lr: 7.5137e-02 eta: 5:30:36 time: 0.0543 data_time: 0.0018 memory: 947 loss: 2.3569 2022/11/27 04:51:24 - mmengine - INFO - Epoch(train) [40][4500/5005] lr: 7.5115e-02 eta: 5:30:31 time: 0.0453 data_time: 0.0018 memory: 947 loss: 2.2677 2022/11/27 04:51:28 - mmengine - INFO - Epoch(train) [40][4600/5005] lr: 7.5092e-02 eta: 5:30:26 time: 0.0484 data_time: 0.0015 memory: 947 loss: 2.1905 2022/11/27 04:51:34 - mmengine - INFO - Epoch(train) [40][4700/5005] lr: 7.5069e-02 eta: 5:30:22 time: 0.0438 data_time: 0.0016 memory: 947 loss: 2.4200 2022/11/27 04:51:39 - mmengine - INFO - Epoch(train) [40][4800/5005] lr: 7.5047e-02 eta: 5:30:17 time: 0.0500 data_time: 0.0017 memory: 947 loss: 2.4186 2022/11/27 04:51:39 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:51:44 - mmengine - INFO - Epoch(train) [40][4900/5005] lr: 7.5024e-02 eta: 5:30:12 time: 0.0492 data_time: 0.0016 memory: 947 loss: 2.4225 2022/11/27 04:51:49 - mmengine - INFO - Epoch(train) [40][5000/5005] lr: 7.5001e-02 eta: 5:30:08 time: 0.0476 data_time: 0.0025 memory: 947 loss: 2.3397 2022/11/27 04:51:49 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:51:49 - mmengine - INFO - Saving checkpoint at 40 epochs 2022/11/27 04:51:54 - mmengine - INFO - Epoch(val) [40][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0251 memory: 947 2022/11/27 04:52:07 - mmengine - INFO - Epoch(val) [40][196/196] accuracy/top1: 53.9300 accuracy/top5: 78.8100 2022/11/27 04:52:12 - mmengine - INFO - Epoch(train) [41][ 100/5005] lr: 7.4978e-02 eta: 5:30:03 time: 0.0562 data_time: 0.0021 memory: 947 loss: 2.1437 2022/11/27 04:52:17 - mmengine - INFO - Epoch(train) [41][ 200/5005] lr: 7.4955e-02 eta: 5:29:58 time: 0.0539 data_time: 0.0112 memory: 947 loss: 2.4168 2022/11/27 04:52:22 - mmengine - INFO - Epoch(train) [41][ 300/5005] lr: 7.4932e-02 eta: 5:29:54 time: 0.0470 data_time: 0.0019 memory: 947 loss: 2.1912 2022/11/27 04:52:27 - mmengine - INFO - Epoch(train) [41][ 400/5005] lr: 7.4910e-02 eta: 5:29:49 time: 0.0560 data_time: 0.0148 memory: 947 loss: 2.2084 2022/11/27 04:52:32 - mmengine - INFO - Epoch(train) [41][ 500/5005] lr: 7.4887e-02 eta: 5:29:43 time: 0.0453 data_time: 0.0015 memory: 947 loss: 2.5454 2022/11/27 04:52:38 - mmengine - INFO - Epoch(train) [41][ 600/5005] lr: 7.4864e-02 eta: 5:29:40 time: 0.0477 data_time: 0.0018 memory: 947 loss: 2.2961 2022/11/27 04:52:43 - mmengine - INFO - Epoch(train) [41][ 700/5005] lr: 7.4842e-02 eta: 5:29:35 time: 0.0457 data_time: 0.0017 memory: 947 loss: 2.3296 2022/11/27 04:52:48 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:52:48 - mmengine - INFO - Epoch(train) [41][ 800/5005] lr: 7.4819e-02 eta: 5:29:31 time: 0.0518 data_time: 0.0014 memory: 947 loss: 2.3203 2022/11/27 04:52:54 - mmengine - INFO - Epoch(train) [41][ 900/5005] lr: 7.4796e-02 eta: 5:29:26 time: 0.0682 data_time: 0.0014 memory: 947 loss: 2.3968 2022/11/27 04:52:59 - mmengine - INFO - Epoch(train) [41][1000/5005] lr: 7.4773e-02 eta: 5:29:21 time: 0.0491 data_time: 0.0021 memory: 947 loss: 2.0303 2022/11/27 04:53:04 - mmengine - INFO - Epoch(train) [41][1100/5005] lr: 7.4751e-02 eta: 5:29:17 time: 0.0509 data_time: 0.0017 memory: 947 loss: 2.2086 2022/11/27 04:53:09 - mmengine - INFO - Epoch(train) [41][1200/5005] lr: 7.4728e-02 eta: 5:29:12 time: 0.0498 data_time: 0.0018 memory: 947 loss: 2.2620 2022/11/27 04:53:14 - mmengine - INFO - Epoch(train) [41][1300/5005] lr: 7.4705e-02 eta: 5:29:07 time: 0.0482 data_time: 0.0041 memory: 947 loss: 2.2359 2022/11/27 04:53:19 - mmengine - INFO - Epoch(train) [41][1400/5005] lr: 7.4682e-02 eta: 5:29:03 time: 0.0449 data_time: 0.0015 memory: 947 loss: 2.0945 2022/11/27 04:53:24 - mmengine - INFO - Epoch(train) [41][1500/5005] lr: 7.4660e-02 eta: 5:28:57 time: 0.0430 data_time: 0.0015 memory: 947 loss: 2.0067 2022/11/27 04:53:29 - mmengine - INFO - Epoch(train) [41][1600/5005] lr: 7.4637e-02 eta: 5:28:52 time: 0.0445 data_time: 0.0017 memory: 947 loss: 2.0741 2022/11/27 04:53:34 - mmengine - INFO - Epoch(train) [41][1700/5005] lr: 7.4614e-02 eta: 5:28:47 time: 0.0459 data_time: 0.0014 memory: 947 loss: 2.3144 2022/11/27 04:53:39 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:53:39 - mmengine - INFO - Epoch(train) [41][1800/5005] lr: 7.4591e-02 eta: 5:28:42 time: 0.0476 data_time: 0.0018 memory: 947 loss: 2.3389 2022/11/27 04:53:44 - mmengine - INFO - Epoch(train) [41][1900/5005] lr: 7.4569e-02 eta: 5:28:36 time: 0.0543 data_time: 0.0017 memory: 947 loss: 2.3273 2022/11/27 04:53:49 - mmengine - INFO - Epoch(train) [41][2000/5005] lr: 7.4546e-02 eta: 5:28:32 time: 0.0433 data_time: 0.0043 memory: 947 loss: 2.2676 2022/11/27 04:53:54 - mmengine - INFO - Epoch(train) [41][2100/5005] lr: 7.4523e-02 eta: 5:28:27 time: 0.0443 data_time: 0.0018 memory: 947 loss: 2.2067 2022/11/27 04:54:00 - mmengine - INFO - Epoch(train) [41][2200/5005] lr: 7.4500e-02 eta: 5:28:23 time: 0.0460 data_time: 0.0016 memory: 947 loss: 2.2728 2022/11/27 04:54:05 - mmengine - INFO - Epoch(train) [41][2300/5005] lr: 7.4477e-02 eta: 5:28:18 time: 0.0658 data_time: 0.0097 memory: 947 loss: 2.2604 2022/11/27 04:54:10 - mmengine - INFO - Epoch(train) [41][2400/5005] lr: 7.4455e-02 eta: 5:28:14 time: 0.0502 data_time: 0.0015 memory: 947 loss: 2.2124 2022/11/27 04:54:16 - mmengine - INFO - Epoch(train) [41][2500/5005] lr: 7.4432e-02 eta: 5:28:11 time: 0.0986 data_time: 0.0017 memory: 947 loss: 2.1732 2022/11/27 04:54:21 - mmengine - INFO - Epoch(train) [41][2600/5005] lr: 7.4409e-02 eta: 5:28:06 time: 0.0468 data_time: 0.0019 memory: 947 loss: 2.0532 2022/11/27 04:54:26 - mmengine - INFO - Epoch(train) [41][2700/5005] lr: 7.4386e-02 eta: 5:28:01 time: 0.0452 data_time: 0.0018 memory: 947 loss: 2.4324 2022/11/27 04:54:31 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:54:31 - mmengine - INFO - Epoch(train) [41][2800/5005] lr: 7.4363e-02 eta: 5:27:56 time: 0.0461 data_time: 0.0017 memory: 947 loss: 2.0815 2022/11/27 04:54:36 - mmengine - INFO - Epoch(train) [41][2900/5005] lr: 7.4341e-02 eta: 5:27:51 time: 0.0493 data_time: 0.0018 memory: 947 loss: 2.2612 2022/11/27 04:54:41 - mmengine - INFO - Epoch(train) [41][3000/5005] lr: 7.4318e-02 eta: 5:27:46 time: 0.0451 data_time: 0.0017 memory: 947 loss: 2.5684 2022/11/27 04:54:47 - mmengine - INFO - Epoch(train) [41][3100/5005] lr: 7.4295e-02 eta: 5:27:42 time: 0.0463 data_time: 0.0017 memory: 947 loss: 2.3448 2022/11/27 04:54:52 - mmengine - INFO - Epoch(train) [41][3200/5005] lr: 7.4272e-02 eta: 5:27:37 time: 0.0457 data_time: 0.0016 memory: 947 loss: 2.0479 2022/11/27 04:54:57 - mmengine - INFO - Epoch(train) [41][3300/5005] lr: 7.4249e-02 eta: 5:27:33 time: 0.0504 data_time: 0.0091 memory: 947 loss: 2.2214 2022/11/27 04:55:02 - mmengine - INFO - Epoch(train) [41][3400/5005] lr: 7.4226e-02 eta: 5:27:28 time: 0.0475 data_time: 0.0016 memory: 947 loss: 2.3249 2022/11/27 04:55:07 - mmengine - INFO - Epoch(train) [41][3500/5005] lr: 7.4203e-02 eta: 5:27:23 time: 0.0529 data_time: 0.0016 memory: 947 loss: 2.1645 2022/11/27 04:55:12 - mmengine - INFO - Epoch(train) [41][3600/5005] lr: 7.4180e-02 eta: 5:27:18 time: 0.0635 data_time: 0.0236 memory: 947 loss: 2.2167 2022/11/27 04:55:17 - mmengine - INFO - Epoch(train) [41][3700/5005] lr: 7.4158e-02 eta: 5:27:13 time: 0.0568 data_time: 0.0017 memory: 947 loss: 2.2874 2022/11/27 04:55:22 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:55:22 - mmengine - INFO - Epoch(train) [41][3800/5005] lr: 7.4135e-02 eta: 5:27:08 time: 0.0441 data_time: 0.0016 memory: 947 loss: 2.4163 2022/11/27 04:55:28 - mmengine - INFO - Epoch(train) [41][3900/5005] lr: 7.4112e-02 eta: 5:27:04 time: 0.0604 data_time: 0.0015 memory: 947 loss: 2.3339 2022/11/27 04:55:33 - mmengine - INFO - Epoch(train) [41][4000/5005] lr: 7.4089e-02 eta: 5:26:59 time: 0.0459 data_time: 0.0016 memory: 947 loss: 2.2505 2022/11/27 04:55:38 - mmengine - INFO - Epoch(train) [41][4100/5005] lr: 7.4066e-02 eta: 5:26:55 time: 0.0557 data_time: 0.0019 memory: 947 loss: 2.4851 2022/11/27 04:55:43 - mmengine - INFO - Epoch(train) [41][4200/5005] lr: 7.4043e-02 eta: 5:26:50 time: 0.0444 data_time: 0.0015 memory: 947 loss: 2.2523 2022/11/27 04:55:48 - mmengine - INFO - Epoch(train) [41][4300/5005] lr: 7.4020e-02 eta: 5:26:45 time: 0.0500 data_time: 0.0014 memory: 947 loss: 2.5193 2022/11/27 04:55:53 - mmengine - INFO - Epoch(train) [41][4400/5005] lr: 7.3997e-02 eta: 5:26:40 time: 0.0460 data_time: 0.0014 memory: 947 loss: 2.1155 2022/11/27 04:55:58 - mmengine - INFO - Epoch(train) [41][4500/5005] lr: 7.3974e-02 eta: 5:26:35 time: 0.0483 data_time: 0.0017 memory: 947 loss: 2.2749 2022/11/27 04:56:03 - mmengine - INFO - Epoch(train) [41][4600/5005] lr: 7.3951e-02 eta: 5:26:29 time: 0.0494 data_time: 0.0018 memory: 947 loss: 2.3709 2022/11/27 04:56:08 - mmengine - INFO - Epoch(train) [41][4700/5005] lr: 7.3928e-02 eta: 5:26:25 time: 0.0448 data_time: 0.0016 memory: 947 loss: 2.3264 2022/11/27 04:56:13 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:56:13 - mmengine - INFO - Epoch(train) [41][4800/5005] lr: 7.3905e-02 eta: 5:26:20 time: 0.0505 data_time: 0.0018 memory: 947 loss: 2.3633 2022/11/27 04:56:18 - mmengine - INFO - Epoch(train) [41][4900/5005] lr: 7.3882e-02 eta: 5:26:15 time: 0.0505 data_time: 0.0020 memory: 947 loss: 2.2998 2022/11/27 04:56:23 - mmengine - INFO - Epoch(train) [41][5000/5005] lr: 7.3859e-02 eta: 5:26:10 time: 0.0411 data_time: 0.0019 memory: 947 loss: 2.1650 2022/11/27 04:56:23 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:56:23 - mmengine - INFO - Saving checkpoint at 41 epochs 2022/11/27 04:56:28 - mmengine - INFO - Epoch(val) [41][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0218 memory: 947 2022/11/27 04:56:41 - mmengine - INFO - Epoch(val) [41][196/196] accuracy/top1: 53.2040 accuracy/top5: 77.9520 2022/11/27 04:56:46 - mmengine - INFO - Epoch(train) [42][ 100/5005] lr: 7.3835e-02 eta: 5:26:05 time: 0.0451 data_time: 0.0016 memory: 947 loss: 2.3351 2022/11/27 04:56:51 - mmengine - INFO - Epoch(train) [42][ 200/5005] lr: 7.3812e-02 eta: 5:26:01 time: 0.0511 data_time: 0.0016 memory: 947 loss: 2.2096 2022/11/27 04:56:56 - mmengine - INFO - Epoch(train) [42][ 300/5005] lr: 7.3789e-02 eta: 5:25:56 time: 0.0458 data_time: 0.0015 memory: 947 loss: 2.3977 2022/11/27 04:57:01 - mmengine - INFO - Epoch(train) [42][ 400/5005] lr: 7.3766e-02 eta: 5:25:51 time: 0.0513 data_time: 0.0016 memory: 947 loss: 2.0026 2022/11/27 04:57:06 - mmengine - INFO - Epoch(train) [42][ 500/5005] lr: 7.3743e-02 eta: 5:25:46 time: 0.0499 data_time: 0.0017 memory: 947 loss: 2.1767 2022/11/27 04:57:12 - mmengine - INFO - Epoch(train) [42][ 600/5005] lr: 7.3720e-02 eta: 5:25:42 time: 0.0471 data_time: 0.0019 memory: 947 loss: 2.1016 2022/11/27 04:57:17 - mmengine - INFO - Epoch(train) [42][ 700/5005] lr: 7.3697e-02 eta: 5:25:37 time: 0.0470 data_time: 0.0014 memory: 947 loss: 2.4528 2022/11/27 04:57:22 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:57:22 - mmengine - INFO - Epoch(train) [42][ 800/5005] lr: 7.3674e-02 eta: 5:25:32 time: 0.0670 data_time: 0.0015 memory: 947 loss: 2.0716 2022/11/27 04:57:27 - mmengine - INFO - Epoch(train) [42][ 900/5005] lr: 7.3651e-02 eta: 5:25:28 time: 0.0598 data_time: 0.0015 memory: 947 loss: 2.2633 2022/11/27 04:57:32 - mmengine - INFO - Epoch(train) [42][1000/5005] lr: 7.3628e-02 eta: 5:25:23 time: 0.0455 data_time: 0.0019 memory: 947 loss: 2.1379 2022/11/27 04:57:37 - mmengine - INFO - Epoch(train) [42][1100/5005] lr: 7.3605e-02 eta: 5:25:18 time: 0.0454 data_time: 0.0016 memory: 947 loss: 2.2925 2022/11/27 04:57:42 - mmengine - INFO - Epoch(train) [42][1200/5005] lr: 7.3582e-02 eta: 5:25:13 time: 0.0508 data_time: 0.0015 memory: 947 loss: 2.2088 2022/11/27 04:57:47 - mmengine - INFO - Epoch(train) [42][1300/5005] lr: 7.3559e-02 eta: 5:25:08 time: 0.0454 data_time: 0.0017 memory: 947 loss: 2.1353 2022/11/27 04:57:52 - mmengine - INFO - Epoch(train) [42][1400/5005] lr: 7.3536e-02 eta: 5:25:03 time: 0.0517 data_time: 0.0016 memory: 947 loss: 2.1925 2022/11/27 04:57:58 - mmengine - INFO - Epoch(train) [42][1500/5005] lr: 7.3513e-02 eta: 5:24:59 time: 0.0469 data_time: 0.0017 memory: 947 loss: 2.4217 2022/11/27 04:58:03 - mmengine - INFO - Epoch(train) [42][1600/5005] lr: 7.3490e-02 eta: 5:24:54 time: 0.0460 data_time: 0.0015 memory: 947 loss: 2.1288 2022/11/27 04:58:08 - mmengine - INFO - Epoch(train) [42][1700/5005] lr: 7.3466e-02 eta: 5:24:49 time: 0.0555 data_time: 0.0016 memory: 947 loss: 2.3047 2022/11/27 04:58:13 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:58:13 - mmengine - INFO - Epoch(train) [42][1800/5005] lr: 7.3443e-02 eta: 5:24:44 time: 0.0502 data_time: 0.0017 memory: 947 loss: 2.1621 2022/11/27 04:58:18 - mmengine - INFO - Epoch(train) [42][1900/5005] lr: 7.3420e-02 eta: 5:24:39 time: 0.0557 data_time: 0.0015 memory: 947 loss: 2.3438 2022/11/27 04:58:23 - mmengine - INFO - Epoch(train) [42][2000/5005] lr: 7.3397e-02 eta: 5:24:35 time: 0.0461 data_time: 0.0015 memory: 947 loss: 2.3251 2022/11/27 04:58:28 - mmengine - INFO - Epoch(train) [42][2100/5005] lr: 7.3374e-02 eta: 5:24:30 time: 0.0449 data_time: 0.0015 memory: 947 loss: 2.3472 2022/11/27 04:58:33 - mmengine - INFO - Epoch(train) [42][2200/5005] lr: 7.3351e-02 eta: 5:24:24 time: 0.0509 data_time: 0.0014 memory: 947 loss: 2.4294 2022/11/27 04:58:38 - mmengine - INFO - Epoch(train) [42][2300/5005] lr: 7.3328e-02 eta: 5:24:19 time: 0.0570 data_time: 0.0014 memory: 947 loss: 2.1721 2022/11/27 04:58:43 - mmengine - INFO - Epoch(train) [42][2400/5005] lr: 7.3305e-02 eta: 5:24:14 time: 0.0484 data_time: 0.0014 memory: 947 loss: 2.2213 2022/11/27 04:58:48 - mmengine - INFO - Epoch(train) [42][2500/5005] lr: 7.3282e-02 eta: 5:24:09 time: 0.0463 data_time: 0.0020 memory: 947 loss: 2.2919 2022/11/27 04:58:53 - mmengine - INFO - Epoch(train) [42][2600/5005] lr: 7.3258e-02 eta: 5:24:04 time: 0.0470 data_time: 0.0016 memory: 947 loss: 2.3070 2022/11/27 04:58:58 - mmengine - INFO - Epoch(train) [42][2700/5005] lr: 7.3235e-02 eta: 5:23:59 time: 0.0655 data_time: 0.0196 memory: 947 loss: 2.4151 2022/11/27 04:59:03 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:59:03 - mmengine - INFO - Epoch(train) [42][2800/5005] lr: 7.3212e-02 eta: 5:23:54 time: 0.0569 data_time: 0.0015 memory: 947 loss: 2.4247 2022/11/27 04:59:08 - mmengine - INFO - Epoch(train) [42][2900/5005] lr: 7.3189e-02 eta: 5:23:50 time: 0.0444 data_time: 0.0015 memory: 947 loss: 2.3867 2022/11/27 04:59:13 - mmengine - INFO - Epoch(train) [42][3000/5005] lr: 7.3166e-02 eta: 5:23:45 time: 0.0494 data_time: 0.0016 memory: 947 loss: 2.1768 2022/11/27 04:59:18 - mmengine - INFO - Epoch(train) [42][3100/5005] lr: 7.3143e-02 eta: 5:23:39 time: 0.0434 data_time: 0.0016 memory: 947 loss: 2.4775 2022/11/27 04:59:23 - mmengine - INFO - Epoch(train) [42][3200/5005] lr: 7.3119e-02 eta: 5:23:34 time: 0.0686 data_time: 0.0015 memory: 947 loss: 2.2960 2022/11/27 04:59:28 - mmengine - INFO - Epoch(train) [42][3300/5005] lr: 7.3096e-02 eta: 5:23:30 time: 0.0545 data_time: 0.0016 memory: 947 loss: 2.2412 2022/11/27 04:59:33 - mmengine - INFO - Epoch(train) [42][3400/5005] lr: 7.3073e-02 eta: 5:23:25 time: 0.0487 data_time: 0.0018 memory: 947 loss: 2.4113 2022/11/27 04:59:38 - mmengine - INFO - Epoch(train) [42][3500/5005] lr: 7.3050e-02 eta: 5:23:20 time: 0.0479 data_time: 0.0015 memory: 947 loss: 2.5242 2022/11/27 04:59:43 - mmengine - INFO - Epoch(train) [42][3600/5005] lr: 7.3027e-02 eta: 5:23:15 time: 0.0448 data_time: 0.0019 memory: 947 loss: 2.4747 2022/11/27 04:59:48 - mmengine - INFO - Epoch(train) [42][3700/5005] lr: 7.3003e-02 eta: 5:23:10 time: 0.0610 data_time: 0.0014 memory: 947 loss: 2.1005 2022/11/27 04:59:53 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 04:59:53 - mmengine - INFO - Epoch(train) [42][3800/5005] lr: 7.2980e-02 eta: 5:23:05 time: 0.0450 data_time: 0.0016 memory: 947 loss: 2.3093 2022/11/27 04:59:58 - mmengine - INFO - Epoch(train) [42][3900/5005] lr: 7.2957e-02 eta: 5:23:00 time: 0.0445 data_time: 0.0017 memory: 947 loss: 2.2342 2022/11/27 05:00:04 - mmengine - INFO - Epoch(train) [42][4000/5005] lr: 7.2934e-02 eta: 5:22:55 time: 0.0516 data_time: 0.0015 memory: 947 loss: 2.3565 2022/11/27 05:00:08 - mmengine - INFO - Epoch(train) [42][4100/5005] lr: 7.2910e-02 eta: 5:22:50 time: 0.0491 data_time: 0.0055 memory: 947 loss: 2.1850 2022/11/27 05:00:13 - mmengine - INFO - Epoch(train) [42][4200/5005] lr: 7.2887e-02 eta: 5:22:45 time: 0.0457 data_time: 0.0018 memory: 947 loss: 2.1586 2022/11/27 05:00:18 - mmengine - INFO - Epoch(train) [42][4300/5005] lr: 7.2864e-02 eta: 5:22:40 time: 0.0455 data_time: 0.0016 memory: 947 loss: 2.3926 2022/11/27 05:00:23 - mmengine - INFO - Epoch(train) [42][4400/5005] lr: 7.2841e-02 eta: 5:22:35 time: 0.0439 data_time: 0.0015 memory: 947 loss: 2.6910 2022/11/27 05:00:28 - mmengine - INFO - Epoch(train) [42][4500/5005] lr: 7.2817e-02 eta: 5:22:30 time: 0.0479 data_time: 0.0016 memory: 947 loss: 2.4540 2022/11/27 05:00:33 - mmengine - INFO - Epoch(train) [42][4600/5005] lr: 7.2794e-02 eta: 5:22:25 time: 0.0440 data_time: 0.0015 memory: 947 loss: 2.3054 2022/11/27 05:00:38 - mmengine - INFO - Epoch(train) [42][4700/5005] lr: 7.2771e-02 eta: 5:22:20 time: 0.0459 data_time: 0.0014 memory: 947 loss: 2.2049 2022/11/27 05:00:43 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:00:43 - mmengine - INFO - Epoch(train) [42][4800/5005] lr: 7.2748e-02 eta: 5:22:15 time: 0.0711 data_time: 0.0352 memory: 947 loss: 1.9533 2022/11/27 05:00:48 - mmengine - INFO - Epoch(train) [42][4900/5005] lr: 7.2724e-02 eta: 5:22:10 time: 0.0579 data_time: 0.0013 memory: 947 loss: 2.2210 2022/11/27 05:00:53 - mmengine - INFO - Epoch(train) [42][5000/5005] lr: 7.2701e-02 eta: 5:22:05 time: 0.0411 data_time: 0.0018 memory: 947 loss: 2.2903 2022/11/27 05:00:53 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:00:53 - mmengine - INFO - Saving checkpoint at 42 epochs 2022/11/27 05:00:58 - mmengine - INFO - Epoch(val) [42][100/196] eta: 0:00:03 time: 0.0360 data_time: 0.0259 memory: 947 2022/11/27 05:01:10 - mmengine - INFO - Epoch(val) [42][196/196] accuracy/top1: 54.2780 accuracy/top5: 78.4020 2022/11/27 05:01:16 - mmengine - INFO - Epoch(train) [43][ 100/5005] lr: 7.2676e-02 eta: 5:22:00 time: 0.0552 data_time: 0.0018 memory: 947 loss: 1.9846 2022/11/27 05:01:21 - mmengine - INFO - Epoch(train) [43][ 200/5005] lr: 7.2653e-02 eta: 5:21:55 time: 0.0532 data_time: 0.0103 memory: 947 loss: 2.1622 2022/11/27 05:01:26 - mmengine - INFO - Epoch(train) [43][ 300/5005] lr: 7.2630e-02 eta: 5:21:50 time: 0.0475 data_time: 0.0018 memory: 947 loss: 2.1732 2022/11/27 05:01:31 - mmengine - INFO - Epoch(train) [43][ 400/5005] lr: 7.2606e-02 eta: 5:21:45 time: 0.0509 data_time: 0.0017 memory: 947 loss: 2.4335 2022/11/27 05:01:36 - mmengine - INFO - Epoch(train) [43][ 500/5005] lr: 7.2583e-02 eta: 5:21:41 time: 0.0459 data_time: 0.0018 memory: 947 loss: 2.0590 2022/11/27 05:01:41 - mmengine - INFO - Epoch(train) [43][ 600/5005] lr: 7.2560e-02 eta: 5:21:36 time: 0.0519 data_time: 0.0143 memory: 947 loss: 2.0955 2022/11/27 05:01:46 - mmengine - INFO - Epoch(train) [43][ 700/5005] lr: 7.2536e-02 eta: 5:21:31 time: 0.0465 data_time: 0.0017 memory: 947 loss: 2.2843 2022/11/27 05:01:51 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:01:51 - mmengine - INFO - Epoch(train) [43][ 800/5005] lr: 7.2513e-02 eta: 5:21:26 time: 0.0468 data_time: 0.0015 memory: 947 loss: 2.0884 2022/11/27 05:01:56 - mmengine - INFO - Epoch(train) [43][ 900/5005] lr: 7.2490e-02 eta: 5:21:21 time: 0.0453 data_time: 0.0017 memory: 947 loss: 2.4577 2022/11/27 05:02:02 - mmengine - INFO - Epoch(train) [43][1000/5005] lr: 7.2466e-02 eta: 5:21:16 time: 0.0424 data_time: 0.0017 memory: 947 loss: 2.1128 2022/11/27 05:02:06 - mmengine - INFO - Epoch(train) [43][1100/5005] lr: 7.2443e-02 eta: 5:21:11 time: 0.0484 data_time: 0.0016 memory: 947 loss: 2.2294 2022/11/27 05:02:11 - mmengine - INFO - Epoch(train) [43][1200/5005] lr: 7.2420e-02 eta: 5:21:06 time: 0.0483 data_time: 0.0018 memory: 947 loss: 2.1996 2022/11/27 05:02:16 - mmengine - INFO - Epoch(train) [43][1300/5005] lr: 7.2396e-02 eta: 5:21:01 time: 0.0527 data_time: 0.0015 memory: 947 loss: 2.3181 2022/11/27 05:02:22 - mmengine - INFO - Epoch(train) [43][1400/5005] lr: 7.2373e-02 eta: 5:20:56 time: 0.0463 data_time: 0.0017 memory: 947 loss: 2.2183 2022/11/27 05:02:27 - mmengine - INFO - Epoch(train) [43][1500/5005] lr: 7.2350e-02 eta: 5:20:51 time: 0.0450 data_time: 0.0017 memory: 947 loss: 2.1694 2022/11/27 05:02:32 - mmengine - INFO - Epoch(train) [43][1600/5005] lr: 7.2326e-02 eta: 5:20:48 time: 0.0482 data_time: 0.0016 memory: 947 loss: 2.2833 2022/11/27 05:02:37 - mmengine - INFO - Epoch(train) [43][1700/5005] lr: 7.2303e-02 eta: 5:20:43 time: 0.0473 data_time: 0.0056 memory: 947 loss: 2.3536 2022/11/27 05:02:42 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:02:43 - mmengine - INFO - Epoch(train) [43][1800/5005] lr: 7.2279e-02 eta: 5:20:38 time: 0.0459 data_time: 0.0015 memory: 947 loss: 2.1313 2022/11/27 05:02:48 - mmengine - INFO - Epoch(train) [43][1900/5005] lr: 7.2256e-02 eta: 5:20:33 time: 0.0442 data_time: 0.0016 memory: 947 loss: 2.3789 2022/11/27 05:02:53 - mmengine - INFO - Epoch(train) [43][2000/5005] lr: 7.2232e-02 eta: 5:20:29 time: 0.0499 data_time: 0.0017 memory: 947 loss: 2.0726 2022/11/27 05:02:58 - mmengine - INFO - Epoch(train) [43][2100/5005] lr: 7.2209e-02 eta: 5:20:24 time: 0.0514 data_time: 0.0018 memory: 947 loss: 2.1749 2022/11/27 05:03:03 - mmengine - INFO - Epoch(train) [43][2200/5005] lr: 7.2186e-02 eta: 5:20:19 time: 0.0486 data_time: 0.0015 memory: 947 loss: 2.2292 2022/11/27 05:03:08 - mmengine - INFO - Epoch(train) [43][2300/5005] lr: 7.2162e-02 eta: 5:20:15 time: 0.0611 data_time: 0.0016 memory: 947 loss: 2.4623 2022/11/27 05:03:13 - mmengine - INFO - Epoch(train) [43][2400/5005] lr: 7.2139e-02 eta: 5:20:10 time: 0.0445 data_time: 0.0019 memory: 947 loss: 2.1441 2022/11/27 05:03:18 - mmengine - INFO - Epoch(train) [43][2500/5005] lr: 7.2115e-02 eta: 5:20:05 time: 0.0454 data_time: 0.0020 memory: 947 loss: 2.1966 2022/11/27 05:03:24 - mmengine - INFO - Epoch(train) [43][2600/5005] lr: 7.2092e-02 eta: 5:20:00 time: 0.0494 data_time: 0.0016 memory: 947 loss: 2.2947 2022/11/27 05:03:29 - mmengine - INFO - Epoch(train) [43][2700/5005] lr: 7.2068e-02 eta: 5:19:55 time: 0.0495 data_time: 0.0014 memory: 947 loss: 2.3653 2022/11/27 05:03:33 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:03:34 - mmengine - INFO - Epoch(train) [43][2800/5005] lr: 7.2045e-02 eta: 5:19:51 time: 0.0511 data_time: 0.0014 memory: 947 loss: 2.2329 2022/11/27 05:03:39 - mmengine - INFO - Epoch(train) [43][2900/5005] lr: 7.2021e-02 eta: 5:19:45 time: 0.0445 data_time: 0.0014 memory: 947 loss: 2.2593 2022/11/27 05:03:44 - mmengine - INFO - Epoch(train) [43][3000/5005] lr: 7.1998e-02 eta: 5:19:40 time: 0.0486 data_time: 0.0019 memory: 947 loss: 2.3136 2022/11/27 05:03:49 - mmengine - INFO - Epoch(train) [43][3100/5005] lr: 7.1974e-02 eta: 5:19:35 time: 0.0451 data_time: 0.0018 memory: 947 loss: 2.1915 2022/11/27 05:03:53 - mmengine - INFO - Epoch(train) [43][3200/5005] lr: 7.1951e-02 eta: 5:19:30 time: 0.0407 data_time: 0.0019 memory: 947 loss: 2.4016 2022/11/27 05:03:58 - mmengine - INFO - Epoch(train) [43][3300/5005] lr: 7.1927e-02 eta: 5:19:24 time: 0.0458 data_time: 0.0019 memory: 947 loss: 1.9821 2022/11/27 05:04:03 - mmengine - INFO - Epoch(train) [43][3400/5005] lr: 7.1904e-02 eta: 5:19:19 time: 0.0504 data_time: 0.0095 memory: 947 loss: 2.4178 2022/11/27 05:04:08 - mmengine - INFO - Epoch(train) [43][3500/5005] lr: 7.1880e-02 eta: 5:19:15 time: 0.0474 data_time: 0.0016 memory: 947 loss: 2.4399 2022/11/27 05:04:14 - mmengine - INFO - Epoch(train) [43][3600/5005] lr: 7.1857e-02 eta: 5:19:11 time: 0.0443 data_time: 0.0018 memory: 947 loss: 2.4879 2022/11/27 05:04:19 - mmengine - INFO - Epoch(train) [43][3700/5005] lr: 7.1833e-02 eta: 5:19:06 time: 0.0523 data_time: 0.0016 memory: 947 loss: 2.2268 2022/11/27 05:04:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:04:24 - mmengine - INFO - Epoch(train) [43][3800/5005] lr: 7.1810e-02 eta: 5:19:01 time: 0.0452 data_time: 0.0017 memory: 947 loss: 2.3093 2022/11/27 05:04:29 - mmengine - INFO - Epoch(train) [43][3900/5005] lr: 7.1786e-02 eta: 5:18:56 time: 0.0485 data_time: 0.0017 memory: 947 loss: 2.2721 2022/11/27 05:04:34 - mmengine - INFO - Epoch(train) [43][4000/5005] lr: 7.1763e-02 eta: 5:18:51 time: 0.0505 data_time: 0.0017 memory: 947 loss: 2.1545 2022/11/27 05:04:39 - mmengine - INFO - Epoch(train) [43][4100/5005] lr: 7.1739e-02 eta: 5:18:46 time: 0.0504 data_time: 0.0015 memory: 947 loss: 2.2056 2022/11/27 05:04:44 - mmengine - INFO - Epoch(train) [43][4200/5005] lr: 7.1716e-02 eta: 5:18:41 time: 0.0540 data_time: 0.0015 memory: 947 loss: 2.1875 2022/11/27 05:04:49 - mmengine - INFO - Epoch(train) [43][4300/5005] lr: 7.1692e-02 eta: 5:18:36 time: 0.0516 data_time: 0.0019 memory: 947 loss: 2.1930 2022/11/27 05:04:54 - mmengine - INFO - Epoch(train) [43][4400/5005] lr: 7.1668e-02 eta: 5:18:31 time: 0.0457 data_time: 0.0017 memory: 947 loss: 2.1334 2022/11/27 05:04:59 - mmengine - INFO - Epoch(train) [43][4500/5005] lr: 7.1645e-02 eta: 5:18:26 time: 0.0452 data_time: 0.0017 memory: 947 loss: 1.9910 2022/11/27 05:05:04 - mmengine - INFO - Epoch(train) [43][4600/5005] lr: 7.1621e-02 eta: 5:18:21 time: 0.0465 data_time: 0.0019 memory: 947 loss: 2.1250 2022/11/27 05:05:09 - mmengine - INFO - Epoch(train) [43][4700/5005] lr: 7.1598e-02 eta: 5:18:16 time: 0.0452 data_time: 0.0016 memory: 947 loss: 2.4359 2022/11/27 05:05:13 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:05:14 - mmengine - INFO - Epoch(train) [43][4800/5005] lr: 7.1574e-02 eta: 5:18:11 time: 0.0422 data_time: 0.0016 memory: 947 loss: 2.2191 2022/11/27 05:05:19 - mmengine - INFO - Epoch(train) [43][4900/5005] lr: 7.1551e-02 eta: 5:18:06 time: 0.0460 data_time: 0.0018 memory: 947 loss: 2.3819 2022/11/27 05:05:24 - mmengine - INFO - Epoch(train) [43][5000/5005] lr: 7.1527e-02 eta: 5:18:00 time: 0.0500 data_time: 0.0079 memory: 947 loss: 2.3484 2022/11/27 05:05:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:05:24 - mmengine - INFO - Saving checkpoint at 43 epochs 2022/11/27 05:05:28 - mmengine - INFO - Epoch(val) [43][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0250 memory: 947 2022/11/27 05:05:41 - mmengine - INFO - Epoch(val) [43][196/196] accuracy/top1: 55.0640 accuracy/top5: 79.4580 2022/11/27 05:05:47 - mmengine - INFO - Epoch(train) [44][ 100/5005] lr: 7.1502e-02 eta: 5:17:56 time: 0.0464 data_time: 0.0018 memory: 947 loss: 2.2858 2022/11/27 05:05:52 - mmengine - INFO - Epoch(train) [44][ 200/5005] lr: 7.1479e-02 eta: 5:17:51 time: 0.0468 data_time: 0.0016 memory: 947 loss: 2.2767 2022/11/27 05:05:57 - mmengine - INFO - Epoch(train) [44][ 300/5005] lr: 7.1455e-02 eta: 5:17:46 time: 0.0467 data_time: 0.0018 memory: 947 loss: 2.2023 2022/11/27 05:06:02 - mmengine - INFO - Epoch(train) [44][ 400/5005] lr: 7.1431e-02 eta: 5:17:41 time: 0.0444 data_time: 0.0019 memory: 947 loss: 2.2843 2022/11/27 05:06:07 - mmengine - INFO - Epoch(train) [44][ 500/5005] lr: 7.1408e-02 eta: 5:17:36 time: 0.0454 data_time: 0.0037 memory: 947 loss: 2.1044 2022/11/27 05:06:12 - mmengine - INFO - Epoch(train) [44][ 600/5005] lr: 7.1384e-02 eta: 5:17:31 time: 0.0450 data_time: 0.0018 memory: 947 loss: 2.0566 2022/11/27 05:06:17 - mmengine - INFO - Epoch(train) [44][ 700/5005] lr: 7.1360e-02 eta: 5:17:26 time: 0.0458 data_time: 0.0018 memory: 947 loss: 2.3835 2022/11/27 05:06:21 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:06:22 - mmengine - INFO - Epoch(train) [44][ 800/5005] lr: 7.1337e-02 eta: 5:17:21 time: 0.0448 data_time: 0.0018 memory: 947 loss: 2.1270 2022/11/27 05:06:27 - mmengine - INFO - Epoch(train) [44][ 900/5005] lr: 7.1313e-02 eta: 5:17:16 time: 0.0454 data_time: 0.0018 memory: 947 loss: 2.2019 2022/11/27 05:06:32 - mmengine - INFO - Epoch(train) [44][1000/5005] lr: 7.1289e-02 eta: 5:17:12 time: 0.0477 data_time: 0.0018 memory: 947 loss: 2.1668 2022/11/27 05:06:37 - mmengine - INFO - Epoch(train) [44][1100/5005] lr: 7.1266e-02 eta: 5:17:07 time: 0.0587 data_time: 0.0017 memory: 947 loss: 2.1703 2022/11/27 05:06:43 - mmengine - INFO - Epoch(train) [44][1200/5005] lr: 7.1242e-02 eta: 5:17:02 time: 0.0506 data_time: 0.0015 memory: 947 loss: 2.2524 2022/11/27 05:06:48 - mmengine - INFO - Epoch(train) [44][1300/5005] lr: 7.1218e-02 eta: 5:16:57 time: 0.0471 data_time: 0.0020 memory: 947 loss: 2.2952 2022/11/27 05:06:53 - mmengine - INFO - Epoch(train) [44][1400/5005] lr: 7.1195e-02 eta: 5:16:52 time: 0.0521 data_time: 0.0018 memory: 947 loss: 2.3550 2022/11/27 05:06:58 - mmengine - INFO - Epoch(train) [44][1500/5005] lr: 7.1171e-02 eta: 5:16:48 time: 0.0534 data_time: 0.0018 memory: 947 loss: 2.3772 2022/11/27 05:07:03 - mmengine - INFO - Epoch(train) [44][1600/5005] lr: 7.1147e-02 eta: 5:16:43 time: 0.0584 data_time: 0.0014 memory: 947 loss: 2.2107 2022/11/27 05:07:08 - mmengine - INFO - Epoch(train) [44][1700/5005] lr: 7.1124e-02 eta: 5:16:38 time: 0.0453 data_time: 0.0018 memory: 947 loss: 2.2272 2022/11/27 05:07:12 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:07:13 - mmengine - INFO - Epoch(train) [44][1800/5005] lr: 7.1100e-02 eta: 5:16:33 time: 0.0425 data_time: 0.0017 memory: 947 loss: 2.4574 2022/11/27 05:07:18 - mmengine - INFO - Epoch(train) [44][1900/5005] lr: 7.1076e-02 eta: 5:16:29 time: 0.0555 data_time: 0.0016 memory: 947 loss: 2.2449 2022/11/27 05:07:24 - mmengine - INFO - Epoch(train) [44][2000/5005] lr: 7.1053e-02 eta: 5:16:24 time: 0.0473 data_time: 0.0018 memory: 947 loss: 2.2946 2022/11/27 05:07:29 - mmengine - INFO - Epoch(train) [44][2100/5005] lr: 7.1029e-02 eta: 5:16:19 time: 0.0461 data_time: 0.0018 memory: 947 loss: 2.4428 2022/11/27 05:07:34 - mmengine - INFO - Epoch(train) [44][2200/5005] lr: 7.1005e-02 eta: 5:16:14 time: 0.0426 data_time: 0.0016 memory: 947 loss: 2.3444 2022/11/27 05:07:39 - mmengine - INFO - Epoch(train) [44][2300/5005] lr: 7.0981e-02 eta: 5:16:09 time: 0.0439 data_time: 0.0019 memory: 947 loss: 2.2678 2022/11/27 05:07:44 - mmengine - INFO - Epoch(train) [44][2400/5005] lr: 7.0958e-02 eta: 5:16:05 time: 0.0621 data_time: 0.0014 memory: 947 loss: 2.1145 2022/11/27 05:07:49 - mmengine - INFO - Epoch(train) [44][2500/5005] lr: 7.0934e-02 eta: 5:16:00 time: 0.0459 data_time: 0.0019 memory: 947 loss: 2.4853 2022/11/27 05:07:54 - mmengine - INFO - Epoch(train) [44][2600/5005] lr: 7.0910e-02 eta: 5:15:55 time: 0.0447 data_time: 0.0018 memory: 947 loss: 2.3556 2022/11/27 05:07:59 - mmengine - INFO - Epoch(train) [44][2700/5005] lr: 7.0886e-02 eta: 5:15:50 time: 0.0519 data_time: 0.0020 memory: 947 loss: 2.3212 2022/11/27 05:08:03 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:08:04 - mmengine - INFO - Epoch(train) [44][2800/5005] lr: 7.0863e-02 eta: 5:15:45 time: 0.0537 data_time: 0.0016 memory: 947 loss: 2.2861 2022/11/27 05:08:09 - mmengine - INFO - Epoch(train) [44][2900/5005] lr: 7.0839e-02 eta: 5:15:39 time: 0.0541 data_time: 0.0015 memory: 947 loss: 2.3093 2022/11/27 05:08:14 - mmengine - INFO - Epoch(train) [44][3000/5005] lr: 7.0815e-02 eta: 5:15:34 time: 0.0452 data_time: 0.0020 memory: 947 loss: 2.2956 2022/11/27 05:08:19 - mmengine - INFO - Epoch(train) [44][3100/5005] lr: 7.0791e-02 eta: 5:15:29 time: 0.0455 data_time: 0.0022 memory: 947 loss: 2.6396 2022/11/27 05:08:24 - mmengine - INFO - Epoch(train) [44][3200/5005] lr: 7.0767e-02 eta: 5:15:25 time: 0.0622 data_time: 0.0043 memory: 947 loss: 2.2729 2022/11/27 05:08:29 - mmengine - INFO - Epoch(train) [44][3300/5005] lr: 7.0744e-02 eta: 5:15:20 time: 0.0606 data_time: 0.0166 memory: 947 loss: 2.2496 2022/11/27 05:08:34 - mmengine - INFO - Epoch(train) [44][3400/5005] lr: 7.0720e-02 eta: 5:15:15 time: 0.0454 data_time: 0.0016 memory: 947 loss: 2.3856 2022/11/27 05:08:40 - mmengine - INFO - Epoch(train) [44][3500/5005] lr: 7.0696e-02 eta: 5:15:11 time: 0.0466 data_time: 0.0019 memory: 947 loss: 2.2398 2022/11/27 05:08:45 - mmengine - INFO - Epoch(train) [44][3600/5005] lr: 7.0672e-02 eta: 5:15:07 time: 0.0723 data_time: 0.0357 memory: 947 loss: 2.3091 2022/11/27 05:08:50 - mmengine - INFO - Epoch(train) [44][3700/5005] lr: 7.0648e-02 eta: 5:15:02 time: 0.0462 data_time: 0.0014 memory: 947 loss: 1.9556 2022/11/27 05:08:55 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:08:55 - mmengine - INFO - Epoch(train) [44][3800/5005] lr: 7.0625e-02 eta: 5:14:57 time: 0.0536 data_time: 0.0099 memory: 947 loss: 2.2480 2022/11/27 05:09:01 - mmengine - INFO - Epoch(train) [44][3900/5005] lr: 7.0601e-02 eta: 5:14:52 time: 0.0474 data_time: 0.0015 memory: 947 loss: 2.1230 2022/11/27 05:09:06 - mmengine - INFO - Epoch(train) [44][4000/5005] lr: 7.0577e-02 eta: 5:14:48 time: 0.0571 data_time: 0.0018 memory: 947 loss: 2.2266 2022/11/27 05:09:11 - mmengine - INFO - Epoch(train) [44][4100/5005] lr: 7.0553e-02 eta: 5:14:43 time: 0.0470 data_time: 0.0021 memory: 947 loss: 2.3274 2022/11/27 05:09:16 - mmengine - INFO - Epoch(train) [44][4200/5005] lr: 7.0529e-02 eta: 5:14:38 time: 0.0455 data_time: 0.0032 memory: 947 loss: 2.1485 2022/11/27 05:09:21 - mmengine - INFO - Epoch(train) [44][4300/5005] lr: 7.0505e-02 eta: 5:14:33 time: 0.0577 data_time: 0.0047 memory: 947 loss: 2.1908 2022/11/27 05:09:26 - mmengine - INFO - Epoch(train) [44][4400/5005] lr: 7.0482e-02 eta: 5:14:28 time: 0.0601 data_time: 0.0138 memory: 947 loss: 2.2732 2022/11/27 05:09:31 - mmengine - INFO - Epoch(train) [44][4500/5005] lr: 7.0458e-02 eta: 5:14:23 time: 0.0434 data_time: 0.0018 memory: 947 loss: 2.1373 2022/11/27 05:09:36 - mmengine - INFO - Epoch(train) [44][4600/5005] lr: 7.0434e-02 eta: 5:14:17 time: 0.0479 data_time: 0.0019 memory: 947 loss: 2.3075 2022/11/27 05:09:41 - mmengine - INFO - Epoch(train) [44][4700/5005] lr: 7.0410e-02 eta: 5:14:12 time: 0.0445 data_time: 0.0018 memory: 947 loss: 2.3422 2022/11/27 05:09:45 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:09:46 - mmengine - INFO - Epoch(train) [44][4800/5005] lr: 7.0386e-02 eta: 5:14:07 time: 0.0409 data_time: 0.0016 memory: 947 loss: 2.1971 2022/11/27 05:09:51 - mmengine - INFO - Epoch(train) [44][4900/5005] lr: 7.0362e-02 eta: 5:14:03 time: 0.0552 data_time: 0.0016 memory: 947 loss: 2.3527 2022/11/27 05:09:56 - mmengine - INFO - Epoch(train) [44][5000/5005] lr: 7.0338e-02 eta: 5:13:58 time: 0.0465 data_time: 0.0019 memory: 947 loss: 2.2382 2022/11/27 05:09:56 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:09:56 - mmengine - INFO - Saving checkpoint at 44 epochs 2022/11/27 05:10:00 - mmengine - INFO - Epoch(val) [44][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0176 memory: 947 2022/11/27 05:10:13 - mmengine - INFO - Epoch(val) [44][196/196] accuracy/top1: 54.2060 accuracy/top5: 78.8200 2022/11/27 05:10:19 - mmengine - INFO - Epoch(train) [45][ 100/5005] lr: 7.0313e-02 eta: 5:13:53 time: 0.0458 data_time: 0.0017 memory: 947 loss: 2.4216 2022/11/27 05:10:24 - mmengine - INFO - Epoch(train) [45][ 200/5005] lr: 7.0289e-02 eta: 5:13:49 time: 0.0471 data_time: 0.0016 memory: 947 loss: 2.3034 2022/11/27 05:10:29 - mmengine - INFO - Epoch(train) [45][ 300/5005] lr: 7.0265e-02 eta: 5:13:44 time: 0.0459 data_time: 0.0018 memory: 947 loss: 2.0222 2022/11/27 05:10:35 - mmengine - INFO - Epoch(train) [45][ 400/5005] lr: 7.0241e-02 eta: 5:13:39 time: 0.0689 data_time: 0.0014 memory: 947 loss: 1.9629 2022/11/27 05:10:40 - mmengine - INFO - Epoch(train) [45][ 500/5005] lr: 7.0218e-02 eta: 5:13:35 time: 0.0511 data_time: 0.0016 memory: 947 loss: 2.0057 2022/11/27 05:10:45 - mmengine - INFO - Epoch(train) [45][ 600/5005] lr: 7.0194e-02 eta: 5:13:30 time: 0.0513 data_time: 0.0017 memory: 947 loss: 2.2365 2022/11/27 05:10:50 - mmengine - INFO - Epoch(train) [45][ 700/5005] lr: 7.0170e-02 eta: 5:13:25 time: 0.0483 data_time: 0.0046 memory: 947 loss: 2.2793 2022/11/27 05:10:54 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:10:55 - mmengine - INFO - Epoch(train) [45][ 800/5005] lr: 7.0146e-02 eta: 5:13:20 time: 0.0432 data_time: 0.0014 memory: 947 loss: 2.0730 2022/11/27 05:11:00 - mmengine - INFO - Epoch(train) [45][ 900/5005] lr: 7.0122e-02 eta: 5:13:16 time: 0.0548 data_time: 0.0014 memory: 947 loss: 2.3985 2022/11/27 05:11:05 - mmengine - INFO - Epoch(train) [45][1000/5005] lr: 7.0098e-02 eta: 5:13:10 time: 0.0479 data_time: 0.0014 memory: 947 loss: 2.1440 2022/11/27 05:11:11 - mmengine - INFO - Epoch(train) [45][1100/5005] lr: 7.0074e-02 eta: 5:13:06 time: 0.0670 data_time: 0.0016 memory: 947 loss: 2.0616 2022/11/27 05:11:16 - mmengine - INFO - Epoch(train) [45][1200/5005] lr: 7.0050e-02 eta: 5:13:01 time: 0.0646 data_time: 0.0211 memory: 947 loss: 2.3335 2022/11/27 05:11:20 - mmengine - INFO - Epoch(train) [45][1300/5005] lr: 7.0026e-02 eta: 5:12:56 time: 0.0473 data_time: 0.0019 memory: 947 loss: 2.3351 2022/11/27 05:11:25 - mmengine - INFO - Epoch(train) [45][1400/5005] lr: 7.0002e-02 eta: 5:12:51 time: 0.0501 data_time: 0.0018 memory: 947 loss: 2.2156 2022/11/27 05:11:30 - mmengine - INFO - Epoch(train) [45][1500/5005] lr: 6.9978e-02 eta: 5:12:46 time: 0.0472 data_time: 0.0016 memory: 947 loss: 2.0965 2022/11/27 05:11:35 - mmengine - INFO - Epoch(train) [45][1600/5005] lr: 6.9954e-02 eta: 5:12:41 time: 0.0610 data_time: 0.0015 memory: 947 loss: 2.2443 2022/11/27 05:11:40 - mmengine - INFO - Epoch(train) [45][1700/5005] lr: 6.9930e-02 eta: 5:12:36 time: 0.0448 data_time: 0.0018 memory: 947 loss: 2.1197 2022/11/27 05:11:44 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:11:45 - mmengine - INFO - Epoch(train) [45][1800/5005] lr: 6.9906e-02 eta: 5:12:31 time: 0.0440 data_time: 0.0016 memory: 947 loss: 1.9754 2022/11/27 05:11:50 - mmengine - INFO - Epoch(train) [45][1900/5005] lr: 6.9882e-02 eta: 5:12:26 time: 0.0475 data_time: 0.0021 memory: 947 loss: 2.2425 2022/11/27 05:11:55 - mmengine - INFO - Epoch(train) [45][2000/5005] lr: 6.9858e-02 eta: 5:12:21 time: 0.0570 data_time: 0.0015 memory: 947 loss: 2.0598 2022/11/27 05:12:00 - mmengine - INFO - Epoch(train) [45][2100/5005] lr: 6.9834e-02 eta: 5:12:16 time: 0.0494 data_time: 0.0058 memory: 947 loss: 2.2937 2022/11/27 05:12:05 - mmengine - INFO - Epoch(train) [45][2200/5005] lr: 6.9810e-02 eta: 5:12:11 time: 0.0510 data_time: 0.0126 memory: 947 loss: 2.0787 2022/11/27 05:12:11 - mmengine - INFO - Epoch(train) [45][2300/5005] lr: 6.9786e-02 eta: 5:12:06 time: 0.0439 data_time: 0.0016 memory: 947 loss: 2.3236 2022/11/27 05:12:16 - mmengine - INFO - Epoch(train) [45][2400/5005] lr: 6.9762e-02 eta: 5:12:01 time: 0.0515 data_time: 0.0016 memory: 947 loss: 2.4170 2022/11/27 05:12:21 - mmengine - INFO - Epoch(train) [45][2500/5005] lr: 6.9738e-02 eta: 5:11:56 time: 0.0462 data_time: 0.0057 memory: 947 loss: 2.1102 2022/11/27 05:12:26 - mmengine - INFO - Epoch(train) [45][2600/5005] lr: 6.9714e-02 eta: 5:11:52 time: 0.0465 data_time: 0.0019 memory: 947 loss: 1.9731 2022/11/27 05:12:31 - mmengine - INFO - Epoch(train) [45][2700/5005] lr: 6.9690e-02 eta: 5:11:47 time: 0.0467 data_time: 0.0017 memory: 947 loss: 2.3332 2022/11/27 05:12:35 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:12:36 - mmengine - INFO - Epoch(train) [45][2800/5005] lr: 6.9666e-02 eta: 5:11:42 time: 0.0442 data_time: 0.0018 memory: 947 loss: 2.2745 2022/11/27 05:12:41 - mmengine - INFO - Epoch(train) [45][2900/5005] lr: 6.9642e-02 eta: 5:11:37 time: 0.0408 data_time: 0.0015 memory: 947 loss: 2.3640 2022/11/27 05:12:46 - mmengine - INFO - Epoch(train) [45][3000/5005] lr: 6.9618e-02 eta: 5:11:32 time: 0.0522 data_time: 0.0016 memory: 947 loss: 2.2211 2022/11/27 05:12:51 - mmengine - INFO - Epoch(train) [45][3100/5005] lr: 6.9594e-02 eta: 5:11:27 time: 0.0495 data_time: 0.0017 memory: 947 loss: 2.1871 2022/11/27 05:12:57 - mmengine - INFO - Epoch(train) [45][3200/5005] lr: 6.9570e-02 eta: 5:11:23 time: 0.0743 data_time: 0.0037 memory: 947 loss: 2.1568 2022/11/27 05:13:02 - mmengine - INFO - Epoch(train) [45][3300/5005] lr: 6.9546e-02 eta: 5:11:18 time: 0.0650 data_time: 0.0017 memory: 947 loss: 2.0098 2022/11/27 05:13:07 - mmengine - INFO - Epoch(train) [45][3400/5005] lr: 6.9522e-02 eta: 5:11:14 time: 0.0449 data_time: 0.0015 memory: 947 loss: 2.2295 2022/11/27 05:13:12 - mmengine - INFO - Epoch(train) [45][3500/5005] lr: 6.9497e-02 eta: 5:11:09 time: 0.0607 data_time: 0.0016 memory: 947 loss: 2.2160 2022/11/27 05:13:18 - mmengine - INFO - Epoch(train) [45][3600/5005] lr: 6.9473e-02 eta: 5:11:05 time: 0.0555 data_time: 0.0017 memory: 947 loss: 2.0430 2022/11/27 05:13:23 - mmengine - INFO - Epoch(train) [45][3700/5005] lr: 6.9449e-02 eta: 5:11:00 time: 0.0501 data_time: 0.0083 memory: 947 loss: 2.1321 2022/11/27 05:13:27 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:13:28 - mmengine - INFO - Epoch(train) [45][3800/5005] lr: 6.9425e-02 eta: 5:10:55 time: 0.0572 data_time: 0.0025 memory: 947 loss: 2.6697 2022/11/27 05:13:33 - mmengine - INFO - Epoch(train) [45][3900/5005] lr: 6.9401e-02 eta: 5:10:51 time: 0.0472 data_time: 0.0019 memory: 947 loss: 2.3603 2022/11/27 05:13:38 - mmengine - INFO - Epoch(train) [45][4000/5005] lr: 6.9377e-02 eta: 5:10:46 time: 0.0499 data_time: 0.0017 memory: 947 loss: 2.2153 2022/11/27 05:13:44 - mmengine - INFO - Epoch(train) [45][4100/5005] lr: 6.9353e-02 eta: 5:10:42 time: 0.0517 data_time: 0.0018 memory: 947 loss: 2.0278 2022/11/27 05:13:49 - mmengine - INFO - Epoch(train) [45][4200/5005] lr: 6.9329e-02 eta: 5:10:37 time: 0.0589 data_time: 0.0015 memory: 947 loss: 2.2381 2022/11/27 05:13:54 - mmengine - INFO - Epoch(train) [45][4300/5005] lr: 6.9305e-02 eta: 5:10:32 time: 0.0513 data_time: 0.0017 memory: 947 loss: 2.2082 2022/11/27 05:13:59 - mmengine - INFO - Epoch(train) [45][4400/5005] lr: 6.9281e-02 eta: 5:10:27 time: 0.0491 data_time: 0.0016 memory: 947 loss: 2.2797 2022/11/27 05:14:05 - mmengine - INFO - Epoch(train) [45][4500/5005] lr: 6.9256e-02 eta: 5:10:22 time: 0.0424 data_time: 0.0019 memory: 947 loss: 2.4376 2022/11/27 05:14:10 - mmengine - INFO - Epoch(train) [45][4600/5005] lr: 6.9232e-02 eta: 5:10:18 time: 0.0541 data_time: 0.0015 memory: 947 loss: 2.3333 2022/11/27 05:14:15 - mmengine - INFO - Epoch(train) [45][4700/5005] lr: 6.9208e-02 eta: 5:10:13 time: 0.0548 data_time: 0.0021 memory: 947 loss: 2.1724 2022/11/27 05:14:19 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:14:20 - mmengine - INFO - Epoch(train) [45][4800/5005] lr: 6.9184e-02 eta: 5:10:08 time: 0.0658 data_time: 0.0019 memory: 947 loss: 2.2212 2022/11/27 05:14:25 - mmengine - INFO - Epoch(train) [45][4900/5005] lr: 6.9160e-02 eta: 5:10:03 time: 0.0449 data_time: 0.0018 memory: 947 loss: 2.1984 2022/11/27 05:14:30 - mmengine - INFO - Epoch(train) [45][5000/5005] lr: 6.9136e-02 eta: 5:09:58 time: 0.0417 data_time: 0.0025 memory: 947 loss: 2.0136 2022/11/27 05:14:30 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:14:30 - mmengine - INFO - Saving checkpoint at 45 epochs 2022/11/27 05:14:35 - mmengine - INFO - Epoch(val) [45][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0255 memory: 947 2022/11/27 05:14:48 - mmengine - INFO - Epoch(val) [45][196/196] accuracy/top1: 55.8620 accuracy/top5: 80.1940 2022/11/27 05:14:53 - mmengine - INFO - Epoch(train) [46][ 100/5005] lr: 6.9110e-02 eta: 5:09:54 time: 0.0507 data_time: 0.0018 memory: 947 loss: 2.2476 2022/11/27 05:14:58 - mmengine - INFO - Epoch(train) [46][ 200/5005] lr: 6.9086e-02 eta: 5:09:49 time: 0.0567 data_time: 0.0016 memory: 947 loss: 2.4919 2022/11/27 05:15:04 - mmengine - INFO - Epoch(train) [46][ 300/5005] lr: 6.9062e-02 eta: 5:09:45 time: 0.0468 data_time: 0.0016 memory: 947 loss: 1.9802 2022/11/27 05:15:09 - mmengine - INFO - Epoch(train) [46][ 400/5005] lr: 6.9038e-02 eta: 5:09:40 time: 0.0463 data_time: 0.0016 memory: 947 loss: 2.2417 2022/11/27 05:15:13 - mmengine - INFO - Epoch(train) [46][ 500/5005] lr: 6.9014e-02 eta: 5:09:34 time: 0.0470 data_time: 0.0016 memory: 947 loss: 2.3135 2022/11/27 05:15:18 - mmengine - INFO - Epoch(train) [46][ 600/5005] lr: 6.8989e-02 eta: 5:09:29 time: 0.0418 data_time: 0.0016 memory: 947 loss: 2.0278 2022/11/27 05:15:23 - mmengine - INFO - Epoch(train) [46][ 700/5005] lr: 6.8965e-02 eta: 5:09:24 time: 0.0477 data_time: 0.0017 memory: 947 loss: 2.1711 2022/11/27 05:15:27 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:15:28 - mmengine - INFO - Epoch(train) [46][ 800/5005] lr: 6.8941e-02 eta: 5:09:19 time: 0.0440 data_time: 0.0015 memory: 947 loss: 2.1876 2022/11/27 05:15:33 - mmengine - INFO - Epoch(train) [46][ 900/5005] lr: 6.8917e-02 eta: 5:09:14 time: 0.0434 data_time: 0.0016 memory: 947 loss: 2.1528 2022/11/27 05:15:38 - mmengine - INFO - Epoch(train) [46][1000/5005] lr: 6.8893e-02 eta: 5:09:09 time: 0.0482 data_time: 0.0048 memory: 947 loss: 2.3563 2022/11/27 05:15:43 - mmengine - INFO - Epoch(train) [46][1100/5005] lr: 6.8868e-02 eta: 5:09:04 time: 0.0520 data_time: 0.0015 memory: 947 loss: 2.0785 2022/11/27 05:15:48 - mmengine - INFO - Epoch(train) [46][1200/5005] lr: 6.8844e-02 eta: 5:08:59 time: 0.0469 data_time: 0.0016 memory: 947 loss: 2.1547 2022/11/27 05:15:53 - mmengine - INFO - Epoch(train) [46][1300/5005] lr: 6.8820e-02 eta: 5:08:54 time: 0.0447 data_time: 0.0016 memory: 947 loss: 2.3806 2022/11/27 05:15:58 - mmengine - INFO - Epoch(train) [46][1400/5005] lr: 6.8796e-02 eta: 5:08:49 time: 0.0515 data_time: 0.0020 memory: 947 loss: 2.0996 2022/11/27 05:16:03 - mmengine - INFO - Epoch(train) [46][1500/5005] lr: 6.8771e-02 eta: 5:08:44 time: 0.0450 data_time: 0.0017 memory: 947 loss: 2.2769 2022/11/27 05:16:08 - mmengine - INFO - Epoch(train) [46][1600/5005] lr: 6.8747e-02 eta: 5:08:39 time: 0.0449 data_time: 0.0016 memory: 947 loss: 2.4076 2022/11/27 05:16:13 - mmengine - INFO - Epoch(train) [46][1700/5005] lr: 6.8723e-02 eta: 5:08:34 time: 0.0450 data_time: 0.0017 memory: 947 loss: 2.3692 2022/11/27 05:16:17 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:16:18 - mmengine - INFO - Epoch(train) [46][1800/5005] lr: 6.8699e-02 eta: 5:08:29 time: 0.0500 data_time: 0.0018 memory: 947 loss: 2.2916 2022/11/27 05:16:23 - mmengine - INFO - Epoch(train) [46][1900/5005] lr: 6.8674e-02 eta: 5:08:24 time: 0.0453 data_time: 0.0019 memory: 947 loss: 2.3188 2022/11/27 05:16:28 - mmengine - INFO - Epoch(train) [46][2000/5005] lr: 6.8650e-02 eta: 5:08:18 time: 0.0468 data_time: 0.0016 memory: 947 loss: 2.5001 2022/11/27 05:16:33 - mmengine - INFO - Epoch(train) [46][2100/5005] lr: 6.8626e-02 eta: 5:08:13 time: 0.0491 data_time: 0.0018 memory: 947 loss: 2.3289 2022/11/27 05:16:38 - mmengine - INFO - Epoch(train) [46][2200/5005] lr: 6.8602e-02 eta: 5:08:08 time: 0.0445 data_time: 0.0016 memory: 947 loss: 2.1783 2022/11/27 05:16:43 - mmengine - INFO - Epoch(train) [46][2300/5005] lr: 6.8577e-02 eta: 5:08:03 time: 0.0451 data_time: 0.0017 memory: 947 loss: 2.0550 2022/11/27 05:16:48 - mmengine - INFO - Epoch(train) [46][2400/5005] lr: 6.8553e-02 eta: 5:07:58 time: 0.0719 data_time: 0.0014 memory: 947 loss: 2.1466 2022/11/27 05:16:53 - mmengine - INFO - Epoch(train) [46][2500/5005] lr: 6.8529e-02 eta: 5:07:53 time: 0.0568 data_time: 0.0016 memory: 947 loss: 2.1706 2022/11/27 05:16:58 - mmengine - INFO - Epoch(train) [46][2600/5005] lr: 6.8504e-02 eta: 5:07:48 time: 0.0447 data_time: 0.0016 memory: 947 loss: 2.0855 2022/11/27 05:17:03 - mmengine - INFO - Epoch(train) [46][2700/5005] lr: 6.8480e-02 eta: 5:07:43 time: 0.0484 data_time: 0.0029 memory: 947 loss: 2.0910 2022/11/27 05:17:07 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:17:08 - mmengine - INFO - Epoch(train) [46][2800/5005] lr: 6.8456e-02 eta: 5:07:39 time: 0.0513 data_time: 0.0016 memory: 947 loss: 2.3605 2022/11/27 05:17:13 - mmengine - INFO - Epoch(train) [46][2900/5005] lr: 6.8432e-02 eta: 5:07:34 time: 0.0513 data_time: 0.0016 memory: 947 loss: 1.9813 2022/11/27 05:17:19 - mmengine - INFO - Epoch(train) [46][3000/5005] lr: 6.8407e-02 eta: 5:07:29 time: 0.0486 data_time: 0.0019 memory: 947 loss: 2.0488 2022/11/27 05:17:24 - mmengine - INFO - Epoch(train) [46][3100/5005] lr: 6.8383e-02 eta: 5:07:24 time: 0.0497 data_time: 0.0017 memory: 947 loss: 2.2920 2022/11/27 05:17:29 - mmengine - INFO - Epoch(train) [46][3200/5005] lr: 6.8359e-02 eta: 5:07:19 time: 0.0477 data_time: 0.0044 memory: 947 loss: 2.2845 2022/11/27 05:17:34 - mmengine - INFO - Epoch(train) [46][3300/5005] lr: 6.8334e-02 eta: 5:07:14 time: 0.0479 data_time: 0.0019 memory: 947 loss: 2.4680 2022/11/27 05:17:39 - mmengine - INFO - Epoch(train) [46][3400/5005] lr: 6.8310e-02 eta: 5:07:10 time: 0.0720 data_time: 0.0018 memory: 947 loss: 2.2315 2022/11/27 05:17:44 - mmengine - INFO - Epoch(train) [46][3500/5005] lr: 6.8286e-02 eta: 5:07:05 time: 0.0468 data_time: 0.0015 memory: 947 loss: 2.0696 2022/11/27 05:17:49 - mmengine - INFO - Epoch(train) [46][3600/5005] lr: 6.8261e-02 eta: 5:07:00 time: 0.0488 data_time: 0.0016 memory: 947 loss: 2.2295 2022/11/27 05:17:54 - mmengine - INFO - Epoch(train) [46][3700/5005] lr: 6.8237e-02 eta: 5:06:55 time: 0.0447 data_time: 0.0018 memory: 947 loss: 2.2628 2022/11/27 05:17:58 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:17:59 - mmengine - INFO - Epoch(train) [46][3800/5005] lr: 6.8213e-02 eta: 5:06:50 time: 0.0421 data_time: 0.0016 memory: 947 loss: 2.4186 2022/11/27 05:18:04 - mmengine - INFO - Epoch(train) [46][3900/5005] lr: 6.8188e-02 eta: 5:06:45 time: 0.0447 data_time: 0.0017 memory: 947 loss: 2.0167 2022/11/27 05:18:09 - mmengine - INFO - Epoch(train) [46][4000/5005] lr: 6.8164e-02 eta: 5:06:40 time: 0.0431 data_time: 0.0018 memory: 947 loss: 2.0530 2022/11/27 05:18:14 - mmengine - INFO - Epoch(train) [46][4100/5005] lr: 6.8139e-02 eta: 5:06:35 time: 0.0572 data_time: 0.0015 memory: 947 loss: 2.2382 2022/11/27 05:18:19 - mmengine - INFO - Epoch(train) [46][4200/5005] lr: 6.8115e-02 eta: 5:06:30 time: 0.0454 data_time: 0.0018 memory: 947 loss: 2.2234 2022/11/27 05:18:24 - mmengine - INFO - Epoch(train) [46][4300/5005] lr: 6.8091e-02 eta: 5:06:25 time: 0.0487 data_time: 0.0019 memory: 947 loss: 2.2141 2022/11/27 05:18:30 - mmengine - INFO - Epoch(train) [46][4400/5005] lr: 6.8066e-02 eta: 5:06:21 time: 0.0468 data_time: 0.0028 memory: 947 loss: 2.3246 2022/11/27 05:18:35 - mmengine - INFO - Epoch(train) [46][4500/5005] lr: 6.8042e-02 eta: 5:06:17 time: 0.0647 data_time: 0.0014 memory: 947 loss: 2.2860 2022/11/27 05:18:40 - mmengine - INFO - Epoch(train) [46][4600/5005] lr: 6.8017e-02 eta: 5:06:12 time: 0.0486 data_time: 0.0074 memory: 947 loss: 2.0666 2022/11/27 05:18:45 - mmengine - INFO - Epoch(train) [46][4700/5005] lr: 6.7993e-02 eta: 5:06:07 time: 0.0581 data_time: 0.0016 memory: 947 loss: 2.3576 2022/11/27 05:18:49 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:18:50 - mmengine - INFO - Epoch(train) [46][4800/5005] lr: 6.7969e-02 eta: 5:06:02 time: 0.0450 data_time: 0.0016 memory: 947 loss: 2.2950 2022/11/27 05:18:55 - mmengine - INFO - Epoch(train) [46][4900/5005] lr: 6.7944e-02 eta: 5:05:57 time: 0.0458 data_time: 0.0015 memory: 947 loss: 2.3851 2022/11/27 05:19:00 - mmengine - INFO - Epoch(train) [46][5000/5005] lr: 6.7920e-02 eta: 5:05:52 time: 0.0422 data_time: 0.0027 memory: 947 loss: 2.2416 2022/11/27 05:19:01 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:19:01 - mmengine - INFO - Saving checkpoint at 46 epochs 2022/11/27 05:19:05 - mmengine - INFO - Epoch(val) [46][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0248 memory: 947 2022/11/27 05:19:18 - mmengine - INFO - Epoch(val) [46][196/196] accuracy/top1: 55.9680 accuracy/top5: 79.9440 2022/11/27 05:19:24 - mmengine - INFO - Epoch(train) [47][ 100/5005] lr: 6.7894e-02 eta: 5:05:47 time: 0.0476 data_time: 0.0018 memory: 947 loss: 2.0620 2022/11/27 05:19:29 - mmengine - INFO - Epoch(train) [47][ 200/5005] lr: 6.7870e-02 eta: 5:05:42 time: 0.0472 data_time: 0.0019 memory: 947 loss: 2.2645 2022/11/27 05:19:33 - mmengine - INFO - Epoch(train) [47][ 300/5005] lr: 6.7845e-02 eta: 5:05:37 time: 0.0492 data_time: 0.0018 memory: 947 loss: 2.4187 2022/11/27 05:19:39 - mmengine - INFO - Epoch(train) [47][ 400/5005] lr: 6.7821e-02 eta: 5:05:32 time: 0.0443 data_time: 0.0017 memory: 947 loss: 2.3379 2022/11/27 05:19:44 - mmengine - INFO - Epoch(train) [47][ 500/5005] lr: 6.7796e-02 eta: 5:05:27 time: 0.0471 data_time: 0.0016 memory: 947 loss: 2.1696 2022/11/27 05:19:49 - mmengine - INFO - Epoch(train) [47][ 600/5005] lr: 6.7772e-02 eta: 5:05:22 time: 0.0425 data_time: 0.0016 memory: 947 loss: 2.3916 2022/11/27 05:19:53 - mmengine - INFO - Epoch(train) [47][ 700/5005] lr: 6.7748e-02 eta: 5:05:17 time: 0.0451 data_time: 0.0016 memory: 947 loss: 2.3035 2022/11/27 05:19:57 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:19:59 - mmengine - INFO - Epoch(train) [47][ 800/5005] lr: 6.7723e-02 eta: 5:05:12 time: 0.0429 data_time: 0.0014 memory: 947 loss: 2.1499 2022/11/27 05:20:03 - mmengine - INFO - Epoch(train) [47][ 900/5005] lr: 6.7699e-02 eta: 5:05:07 time: 0.0507 data_time: 0.0017 memory: 947 loss: 2.0517 2022/11/27 05:20:09 - mmengine - INFO - Epoch(train) [47][1000/5005] lr: 6.7674e-02 eta: 5:05:02 time: 0.0695 data_time: 0.0319 memory: 947 loss: 2.0979 2022/11/27 05:20:14 - mmengine - INFO - Epoch(train) [47][1100/5005] lr: 6.7650e-02 eta: 5:04:57 time: 0.0489 data_time: 0.0019 memory: 947 loss: 2.1708 2022/11/27 05:20:19 - mmengine - INFO - Epoch(train) [47][1200/5005] lr: 6.7625e-02 eta: 5:04:53 time: 0.0483 data_time: 0.0064 memory: 947 loss: 2.0717 2022/11/27 05:20:24 - mmengine - INFO - Epoch(train) [47][1300/5005] lr: 6.7601e-02 eta: 5:04:48 time: 0.0460 data_time: 0.0017 memory: 947 loss: 2.2219 2022/11/27 05:20:29 - mmengine - INFO - Epoch(train) [47][1400/5005] lr: 6.7576e-02 eta: 5:04:43 time: 0.0453 data_time: 0.0016 memory: 947 loss: 2.1831 2022/11/27 05:20:34 - mmengine - INFO - Epoch(train) [47][1500/5005] lr: 6.7552e-02 eta: 5:04:38 time: 0.0461 data_time: 0.0018 memory: 947 loss: 2.0843 2022/11/27 05:20:39 - mmengine - INFO - Epoch(train) [47][1600/5005] lr: 6.7527e-02 eta: 5:04:33 time: 0.0481 data_time: 0.0020 memory: 947 loss: 2.1770 2022/11/27 05:20:44 - mmengine - INFO - Epoch(train) [47][1700/5005] lr: 6.7503e-02 eta: 5:04:28 time: 0.0464 data_time: 0.0018 memory: 947 loss: 2.1272 2022/11/27 05:20:48 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:20:49 - mmengine - INFO - Epoch(train) [47][1800/5005] lr: 6.7478e-02 eta: 5:04:23 time: 0.0510 data_time: 0.0018 memory: 947 loss: 2.0384 2022/11/27 05:20:54 - mmengine - INFO - Epoch(train) [47][1900/5005] lr: 6.7454e-02 eta: 5:04:18 time: 0.0458 data_time: 0.0017 memory: 947 loss: 2.1287 2022/11/27 05:21:00 - mmengine - INFO - Epoch(train) [47][2000/5005] lr: 6.7429e-02 eta: 5:04:13 time: 0.0562 data_time: 0.0020 memory: 947 loss: 2.2337 2022/11/27 05:21:05 - mmengine - INFO - Epoch(train) [47][2100/5005] lr: 6.7405e-02 eta: 5:04:08 time: 0.0500 data_time: 0.0018 memory: 947 loss: 2.3181 2022/11/27 05:21:10 - mmengine - INFO - Epoch(train) [47][2200/5005] lr: 6.7380e-02 eta: 5:04:03 time: 0.0527 data_time: 0.0119 memory: 947 loss: 2.2391 2022/11/27 05:21:15 - mmengine - INFO - Epoch(train) [47][2300/5005] lr: 6.7356e-02 eta: 5:03:58 time: 0.0432 data_time: 0.0017 memory: 947 loss: 2.1454 2022/11/27 05:21:20 - mmengine - INFO - Epoch(train) [47][2400/5005] lr: 6.7331e-02 eta: 5:03:54 time: 0.0483 data_time: 0.0015 memory: 947 loss: 2.1714 2022/11/27 05:21:25 - mmengine - INFO - Epoch(train) [47][2500/5005] lr: 6.7307e-02 eta: 5:03:49 time: 0.0440 data_time: 0.0017 memory: 947 loss: 2.0964 2022/11/27 05:21:30 - mmengine - INFO - Epoch(train) [47][2600/5005] lr: 6.7282e-02 eta: 5:03:44 time: 0.0634 data_time: 0.0017 memory: 947 loss: 2.1065 2022/11/27 05:21:35 - mmengine - INFO - Epoch(train) [47][2700/5005] lr: 6.7258e-02 eta: 5:03:39 time: 0.0678 data_time: 0.0109 memory: 947 loss: 2.1761 2022/11/27 05:21:39 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:21:41 - mmengine - INFO - Epoch(train) [47][2800/5005] lr: 6.7233e-02 eta: 5:03:35 time: 0.0445 data_time: 0.0021 memory: 947 loss: 2.1319 2022/11/27 05:21:45 - mmengine - INFO - Epoch(train) [47][2900/5005] lr: 6.7209e-02 eta: 5:03:29 time: 0.0436 data_time: 0.0019 memory: 947 loss: 2.2674 2022/11/27 05:21:51 - mmengine - INFO - Epoch(train) [47][3000/5005] lr: 6.7184e-02 eta: 5:03:25 time: 0.0588 data_time: 0.0015 memory: 947 loss: 2.1308 2022/11/27 05:21:55 - mmengine - INFO - Epoch(train) [47][3100/5005] lr: 6.7159e-02 eta: 5:03:19 time: 0.0532 data_time: 0.0015 memory: 947 loss: 2.1379 2022/11/27 05:22:00 - mmengine - INFO - Epoch(train) [47][3200/5005] lr: 6.7135e-02 eta: 5:03:14 time: 0.0492 data_time: 0.0015 memory: 947 loss: 2.1111 2022/11/27 05:22:05 - mmengine - INFO - Epoch(train) [47][3300/5005] lr: 6.7110e-02 eta: 5:03:09 time: 0.0456 data_time: 0.0016 memory: 947 loss: 2.2130 2022/11/27 05:22:10 - mmengine - INFO - Epoch(train) [47][3400/5005] lr: 6.7086e-02 eta: 5:03:04 time: 0.0449 data_time: 0.0017 memory: 947 loss: 2.2364 2022/11/27 05:22:16 - mmengine - INFO - Epoch(train) [47][3500/5005] lr: 6.7061e-02 eta: 5:03:00 time: 0.0508 data_time: 0.0016 memory: 947 loss: 2.3117 2022/11/27 05:22:21 - mmengine - INFO - Epoch(train) [47][3600/5005] lr: 6.7037e-02 eta: 5:02:55 time: 0.0540 data_time: 0.0016 memory: 947 loss: 2.1092 2022/11/27 05:22:26 - mmengine - INFO - Epoch(train) [47][3700/5005] lr: 6.7012e-02 eta: 5:02:50 time: 0.0574 data_time: 0.0149 memory: 947 loss: 1.9958 2022/11/27 05:22:29 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:22:31 - mmengine - INFO - Epoch(train) [47][3800/5005] lr: 6.6987e-02 eta: 5:02:45 time: 0.0523 data_time: 0.0017 memory: 947 loss: 2.0022 2022/11/27 05:22:36 - mmengine - INFO - Epoch(train) [47][3900/5005] lr: 6.6963e-02 eta: 5:02:40 time: 0.0429 data_time: 0.0018 memory: 947 loss: 2.2016 2022/11/27 05:22:41 - mmengine - INFO - Epoch(train) [47][4000/5005] lr: 6.6938e-02 eta: 5:02:35 time: 0.0502 data_time: 0.0076 memory: 947 loss: 2.2138 2022/11/27 05:22:46 - mmengine - INFO - Epoch(train) [47][4100/5005] lr: 6.6914e-02 eta: 5:02:31 time: 0.0456 data_time: 0.0019 memory: 947 loss: 2.1392 2022/11/27 05:22:52 - mmengine - INFO - Epoch(train) [47][4200/5005] lr: 6.6889e-02 eta: 5:02:26 time: 0.0458 data_time: 0.0018 memory: 947 loss: 2.1247 2022/11/27 05:22:57 - mmengine - INFO - Epoch(train) [47][4300/5005] lr: 6.6864e-02 eta: 5:02:21 time: 0.0447 data_time: 0.0016 memory: 947 loss: 2.0553 2022/11/27 05:23:01 - mmengine - INFO - Epoch(train) [47][4400/5005] lr: 6.6840e-02 eta: 5:02:16 time: 0.0459 data_time: 0.0016 memory: 947 loss: 2.1438 2022/11/27 05:23:07 - mmengine - INFO - Epoch(train) [47][4500/5005] lr: 6.6815e-02 eta: 5:02:11 time: 0.0438 data_time: 0.0015 memory: 947 loss: 2.3103 2022/11/27 05:23:12 - mmengine - INFO - Epoch(train) [47][4600/5005] lr: 6.6790e-02 eta: 5:02:06 time: 0.0456 data_time: 0.0016 memory: 947 loss: 2.1382 2022/11/27 05:23:16 - mmengine - INFO - Epoch(train) [47][4700/5005] lr: 6.6766e-02 eta: 5:02:01 time: 0.0488 data_time: 0.0020 memory: 947 loss: 2.2713 2022/11/27 05:23:20 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:23:21 - mmengine - INFO - Epoch(train) [47][4800/5005] lr: 6.6741e-02 eta: 5:01:55 time: 0.0447 data_time: 0.0019 memory: 947 loss: 2.1154 2022/11/27 05:23:26 - mmengine - INFO - Epoch(train) [47][4900/5005] lr: 6.6716e-02 eta: 5:01:50 time: 0.0582 data_time: 0.0018 memory: 947 loss: 2.0430 2022/11/27 05:23:31 - mmengine - INFO - Epoch(train) [47][5000/5005] lr: 6.6692e-02 eta: 5:01:45 time: 0.0583 data_time: 0.0026 memory: 947 loss: 2.5034 2022/11/27 05:23:32 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:23:32 - mmengine - INFO - Saving checkpoint at 47 epochs 2022/11/27 05:23:36 - mmengine - INFO - Epoch(val) [47][100/196] eta: 0:00:03 time: 0.0361 data_time: 0.0253 memory: 947 2022/11/27 05:23:49 - mmengine - INFO - Epoch(val) [47][196/196] accuracy/top1: 55.0680 accuracy/top5: 79.4220 2022/11/27 05:23:54 - mmengine - INFO - Epoch(train) [48][ 100/5005] lr: 6.6666e-02 eta: 5:01:40 time: 0.0479 data_time: 0.0039 memory: 947 loss: 2.0913 2022/11/27 05:24:00 - mmengine - INFO - Epoch(train) [48][ 200/5005] lr: 6.6641e-02 eta: 5:01:36 time: 0.0565 data_time: 0.0014 memory: 947 loss: 2.4382 2022/11/27 05:24:05 - mmengine - INFO - Epoch(train) [48][ 300/5005] lr: 6.6617e-02 eta: 5:01:31 time: 0.0410 data_time: 0.0013 memory: 947 loss: 2.2610 2022/11/27 05:24:09 - mmengine - INFO - Epoch(train) [48][ 400/5005] lr: 6.6592e-02 eta: 5:01:25 time: 0.0508 data_time: 0.0013 memory: 947 loss: 2.2173 2022/11/27 05:24:14 - mmengine - INFO - Epoch(train) [48][ 500/5005] lr: 6.6567e-02 eta: 5:01:20 time: 0.0433 data_time: 0.0013 memory: 947 loss: 2.0483 2022/11/27 05:24:19 - mmengine - INFO - Epoch(train) [48][ 600/5005] lr: 6.6543e-02 eta: 5:01:15 time: 0.0502 data_time: 0.0013 memory: 947 loss: 2.2567 2022/11/27 05:24:25 - mmengine - INFO - Epoch(train) [48][ 700/5005] lr: 6.6518e-02 eta: 5:01:11 time: 0.0452 data_time: 0.0014 memory: 947 loss: 2.2842 2022/11/27 05:24:28 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:24:30 - mmengine - INFO - Epoch(train) [48][ 800/5005] lr: 6.6493e-02 eta: 5:01:06 time: 0.0459 data_time: 0.0014 memory: 947 loss: 2.0909 2022/11/27 05:24:34 - mmengine - INFO - Epoch(train) [48][ 900/5005] lr: 6.6469e-02 eta: 5:01:00 time: 0.0441 data_time: 0.0014 memory: 947 loss: 2.2270 2022/11/27 05:24:39 - mmengine - INFO - Epoch(train) [48][1000/5005] lr: 6.6444e-02 eta: 5:00:55 time: 0.0409 data_time: 0.0013 memory: 947 loss: 2.2902 2022/11/27 05:24:44 - mmengine - INFO - Epoch(train) [48][1100/5005] lr: 6.6419e-02 eta: 5:00:50 time: 0.0459 data_time: 0.0013 memory: 947 loss: 2.1450 2022/11/27 05:24:49 - mmengine - INFO - Epoch(train) [48][1200/5005] lr: 6.6394e-02 eta: 5:00:44 time: 0.0406 data_time: 0.0015 memory: 947 loss: 2.2284 2022/11/27 05:24:53 - mmengine - INFO - Epoch(train) [48][1300/5005] lr: 6.6370e-02 eta: 5:00:39 time: 0.0439 data_time: 0.0019 memory: 947 loss: 2.2617 2022/11/27 05:24:59 - mmengine - INFO - Epoch(train) [48][1400/5005] lr: 6.6345e-02 eta: 5:00:34 time: 0.0443 data_time: 0.0015 memory: 947 loss: 2.4702 2022/11/27 05:25:03 - mmengine - INFO - Epoch(train) [48][1500/5005] lr: 6.6320e-02 eta: 5:00:28 time: 0.0490 data_time: 0.0014 memory: 947 loss: 1.9267 2022/11/27 05:25:08 - mmengine - INFO - Epoch(train) [48][1600/5005] lr: 6.6296e-02 eta: 5:00:23 time: 0.0486 data_time: 0.0013 memory: 947 loss: 2.4406 2022/11/27 05:25:12 - mmengine - INFO - Epoch(train) [48][1700/5005] lr: 6.6271e-02 eta: 5:00:17 time: 0.0403 data_time: 0.0014 memory: 947 loss: 2.2361 2022/11/27 05:25:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:25:17 - mmengine - INFO - Epoch(train) [48][1800/5005] lr: 6.6246e-02 eta: 5:00:11 time: 0.0509 data_time: 0.0014 memory: 947 loss: 2.1754 2022/11/27 05:25:21 - mmengine - INFO - Epoch(train) [48][1900/5005] lr: 6.6221e-02 eta: 5:00:06 time: 0.0471 data_time: 0.0013 memory: 947 loss: 2.3051 2022/11/27 05:25:26 - mmengine - INFO - Epoch(train) [48][2000/5005] lr: 6.6197e-02 eta: 5:00:00 time: 0.0491 data_time: 0.0124 memory: 947 loss: 2.1985 2022/11/27 05:25:30 - mmengine - INFO - Epoch(train) [48][2100/5005] lr: 6.6172e-02 eta: 4:59:54 time: 0.0455 data_time: 0.0014 memory: 947 loss: 2.5155 2022/11/27 05:25:35 - mmengine - INFO - Epoch(train) [48][2200/5005] lr: 6.6147e-02 eta: 4:59:48 time: 0.0537 data_time: 0.0018 memory: 947 loss: 2.1150 2022/11/27 05:25:39 - mmengine - INFO - Epoch(train) [48][2300/5005] lr: 6.6122e-02 eta: 4:59:43 time: 0.0469 data_time: 0.0015 memory: 947 loss: 2.2609 2022/11/27 05:25:44 - mmengine - INFO - Epoch(train) [48][2400/5005] lr: 6.6098e-02 eta: 4:59:37 time: 0.0414 data_time: 0.0017 memory: 947 loss: 2.2008 2022/11/27 05:25:48 - mmengine - INFO - Epoch(train) [48][2500/5005] lr: 6.6073e-02 eta: 4:59:31 time: 0.0465 data_time: 0.0016 memory: 947 loss: 2.3875 2022/11/27 05:25:53 - mmengine - INFO - Epoch(train) [48][2600/5005] lr: 6.6048e-02 eta: 4:59:26 time: 0.0431 data_time: 0.0016 memory: 947 loss: 2.1547 2022/11/27 05:25:58 - mmengine - INFO - Epoch(train) [48][2700/5005] lr: 6.6023e-02 eta: 4:59:20 time: 0.0398 data_time: 0.0015 memory: 947 loss: 2.4008 2022/11/27 05:26:01 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:26:03 - mmengine - INFO - Epoch(train) [48][2800/5005] lr: 6.5999e-02 eta: 4:59:15 time: 0.0470 data_time: 0.0015 memory: 947 loss: 2.2293 2022/11/27 05:26:07 - mmengine - INFO - Epoch(train) [48][2900/5005] lr: 6.5974e-02 eta: 4:59:10 time: 0.0435 data_time: 0.0017 memory: 947 loss: 2.2143 2022/11/27 05:26:13 - mmengine - INFO - Epoch(train) [48][3000/5005] lr: 6.5949e-02 eta: 4:59:05 time: 0.0470 data_time: 0.0020 memory: 947 loss: 2.0209 2022/11/27 05:26:17 - mmengine - INFO - Epoch(train) [48][3100/5005] lr: 6.5924e-02 eta: 4:59:00 time: 0.0505 data_time: 0.0096 memory: 947 loss: 2.2185 2022/11/27 05:26:22 - mmengine - INFO - Epoch(train) [48][3200/5005] lr: 6.5899e-02 eta: 4:58:55 time: 0.0470 data_time: 0.0057 memory: 947 loss: 2.1773 2022/11/27 05:26:27 - mmengine - INFO - Epoch(train) [48][3300/5005] lr: 6.5875e-02 eta: 4:58:49 time: 0.0449 data_time: 0.0018 memory: 947 loss: 2.2587 2022/11/27 05:26:32 - mmengine - INFO - Epoch(train) [48][3400/5005] lr: 6.5850e-02 eta: 4:58:44 time: 0.0439 data_time: 0.0016 memory: 947 loss: 2.0817 2022/11/27 05:26:38 - mmengine - INFO - Epoch(train) [48][3500/5005] lr: 6.5825e-02 eta: 4:58:40 time: 0.0652 data_time: 0.0016 memory: 947 loss: 1.8999 2022/11/27 05:26:43 - mmengine - INFO - Epoch(train) [48][3600/5005] lr: 6.5800e-02 eta: 4:58:35 time: 0.0595 data_time: 0.0015 memory: 947 loss: 2.3305 2022/11/27 05:26:48 - mmengine - INFO - Epoch(train) [48][3700/5005] lr: 6.5775e-02 eta: 4:58:30 time: 0.0498 data_time: 0.0016 memory: 947 loss: 2.3006 2022/11/27 05:26:51 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:26:53 - mmengine - INFO - Epoch(train) [48][3800/5005] lr: 6.5751e-02 eta: 4:58:25 time: 0.0567 data_time: 0.0018 memory: 947 loss: 2.4203 2022/11/27 05:26:58 - mmengine - INFO - Epoch(train) [48][3900/5005] lr: 6.5726e-02 eta: 4:58:20 time: 0.0528 data_time: 0.0040 memory: 947 loss: 2.0889 2022/11/27 05:27:03 - mmengine - INFO - Epoch(train) [48][4000/5005] lr: 6.5701e-02 eta: 4:58:15 time: 0.0442 data_time: 0.0016 memory: 947 loss: 1.9925 2022/11/27 05:27:08 - mmengine - INFO - Epoch(train) [48][4100/5005] lr: 6.5676e-02 eta: 4:58:10 time: 0.0535 data_time: 0.0018 memory: 947 loss: 2.2953 2022/11/27 05:27:13 - mmengine - INFO - Epoch(train) [48][4200/5005] lr: 6.5651e-02 eta: 4:58:05 time: 0.0481 data_time: 0.0022 memory: 947 loss: 2.1102 2022/11/27 05:27:18 - mmengine - INFO - Epoch(train) [48][4300/5005] lr: 6.5626e-02 eta: 4:58:00 time: 0.0470 data_time: 0.0017 memory: 947 loss: 2.1503 2022/11/27 05:27:23 - mmengine - INFO - Epoch(train) [48][4400/5005] lr: 6.5602e-02 eta: 4:57:55 time: 0.0455 data_time: 0.0015 memory: 947 loss: 2.1418 2022/11/27 05:27:28 - mmengine - INFO - Epoch(train) [48][4500/5005] lr: 6.5577e-02 eta: 4:57:51 time: 0.0498 data_time: 0.0014 memory: 947 loss: 2.3635 2022/11/27 05:27:33 - mmengine - INFO - Epoch(train) [48][4600/5005] lr: 6.5552e-02 eta: 4:57:46 time: 0.0494 data_time: 0.0017 memory: 947 loss: 2.2088 2022/11/27 05:27:38 - mmengine - INFO - Epoch(train) [48][4700/5005] lr: 6.5527e-02 eta: 4:57:41 time: 0.0439 data_time: 0.0020 memory: 947 loss: 2.3433 2022/11/27 05:27:42 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:27:43 - mmengine - INFO - Epoch(train) [48][4800/5005] lr: 6.5502e-02 eta: 4:57:36 time: 0.0538 data_time: 0.0015 memory: 947 loss: 2.2236 2022/11/27 05:27:48 - mmengine - INFO - Epoch(train) [48][4900/5005] lr: 6.5477e-02 eta: 4:57:31 time: 0.0495 data_time: 0.0016 memory: 947 loss: 2.0862 2022/11/27 05:27:53 - mmengine - INFO - Epoch(train) [48][5000/5005] lr: 6.5452e-02 eta: 4:57:26 time: 0.0439 data_time: 0.0024 memory: 947 loss: 1.9856 2022/11/27 05:27:54 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:27:54 - mmengine - INFO - Saving checkpoint at 48 epochs 2022/11/27 05:27:58 - mmengine - INFO - Epoch(val) [48][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0253 memory: 947 2022/11/27 05:28:11 - mmengine - INFO - Epoch(val) [48][196/196] accuracy/top1: 55.8140 accuracy/top5: 80.0040 2022/11/27 05:28:17 - mmengine - INFO - Epoch(train) [49][ 100/5005] lr: 6.5426e-02 eta: 4:57:21 time: 0.0539 data_time: 0.0110 memory: 947 loss: 2.0963 2022/11/27 05:28:22 - mmengine - INFO - Epoch(train) [49][ 200/5005] lr: 6.5401e-02 eta: 4:57:16 time: 0.0465 data_time: 0.0017 memory: 947 loss: 2.1659 2022/11/27 05:28:27 - mmengine - INFO - Epoch(train) [49][ 300/5005] lr: 6.5376e-02 eta: 4:57:12 time: 0.0463 data_time: 0.0016 memory: 947 loss: 2.3872 2022/11/27 05:28:32 - mmengine - INFO - Epoch(train) [49][ 400/5005] lr: 6.5352e-02 eta: 4:57:07 time: 0.0504 data_time: 0.0017 memory: 947 loss: 2.2443 2022/11/27 05:28:37 - mmengine - INFO - Epoch(train) [49][ 500/5005] lr: 6.5327e-02 eta: 4:57:02 time: 0.0478 data_time: 0.0022 memory: 947 loss: 2.0493 2022/11/27 05:28:42 - mmengine - INFO - Epoch(train) [49][ 600/5005] lr: 6.5302e-02 eta: 4:56:57 time: 0.0465 data_time: 0.0048 memory: 947 loss: 2.0305 2022/11/27 05:28:47 - mmengine - INFO - Epoch(train) [49][ 700/5005] lr: 6.5277e-02 eta: 4:56:52 time: 0.0549 data_time: 0.0018 memory: 947 loss: 2.4719 2022/11/27 05:28:50 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:28:52 - mmengine - INFO - Epoch(train) [49][ 800/5005] lr: 6.5252e-02 eta: 4:56:47 time: 0.0452 data_time: 0.0016 memory: 947 loss: 2.1215 2022/11/27 05:28:57 - mmengine - INFO - Epoch(train) [49][ 900/5005] lr: 6.5227e-02 eta: 4:56:42 time: 0.0571 data_time: 0.0015 memory: 947 loss: 2.4876 2022/11/27 05:29:02 - mmengine - INFO - Epoch(train) [49][1000/5005] lr: 6.5202e-02 eta: 4:56:37 time: 0.0473 data_time: 0.0022 memory: 947 loss: 2.0603 2022/11/27 05:29:07 - mmengine - INFO - Epoch(train) [49][1100/5005] lr: 6.5177e-02 eta: 4:56:32 time: 0.0435 data_time: 0.0018 memory: 947 loss: 2.0089 2022/11/27 05:29:13 - mmengine - INFO - Epoch(train) [49][1200/5005] lr: 6.5152e-02 eta: 4:56:27 time: 0.0482 data_time: 0.0020 memory: 947 loss: 2.2114 2022/11/27 05:29:17 - mmengine - INFO - Epoch(train) [49][1300/5005] lr: 6.5127e-02 eta: 4:56:22 time: 0.0518 data_time: 0.0019 memory: 947 loss: 2.0912 2022/11/27 05:29:22 - mmengine - INFO - Epoch(train) [49][1400/5005] lr: 6.5102e-02 eta: 4:56:17 time: 0.0475 data_time: 0.0018 memory: 947 loss: 2.1133 2022/11/27 05:29:28 - mmengine - INFO - Epoch(train) [49][1500/5005] lr: 6.5078e-02 eta: 4:56:12 time: 0.0448 data_time: 0.0017 memory: 947 loss: 2.1334 2022/11/27 05:29:33 - mmengine - INFO - Epoch(train) [49][1600/5005] lr: 6.5053e-02 eta: 4:56:08 time: 0.0466 data_time: 0.0018 memory: 947 loss: 2.0512 2022/11/27 05:29:38 - mmengine - INFO - Epoch(train) [49][1700/5005] lr: 6.5028e-02 eta: 4:56:04 time: 0.0458 data_time: 0.0025 memory: 947 loss: 1.9657 2022/11/27 05:29:42 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:29:44 - mmengine - INFO - Epoch(train) [49][1800/5005] lr: 6.5003e-02 eta: 4:55:59 time: 0.0717 data_time: 0.0020 memory: 947 loss: 2.1808 2022/11/27 05:29:49 - mmengine - INFO - Epoch(train) [49][1900/5005] lr: 6.4978e-02 eta: 4:55:54 time: 0.0660 data_time: 0.0018 memory: 947 loss: 2.2059 2022/11/27 05:29:54 - mmengine - INFO - Epoch(train) [49][2000/5005] lr: 6.4953e-02 eta: 4:55:50 time: 0.0474 data_time: 0.0019 memory: 947 loss: 2.3586 2022/11/27 05:29:59 - mmengine - INFO - Epoch(train) [49][2100/5005] lr: 6.4928e-02 eta: 4:55:44 time: 0.0606 data_time: 0.0016 memory: 947 loss: 2.0896 2022/11/27 05:30:04 - mmengine - INFO - Epoch(train) [49][2200/5005] lr: 6.4903e-02 eta: 4:55:40 time: 0.0643 data_time: 0.0253 memory: 947 loss: 2.3471 2022/11/27 05:30:09 - mmengine - INFO - Epoch(train) [49][2300/5005] lr: 6.4878e-02 eta: 4:55:34 time: 0.0475 data_time: 0.0016 memory: 947 loss: 2.1747 2022/11/27 05:30:14 - mmengine - INFO - Epoch(train) [49][2400/5005] lr: 6.4853e-02 eta: 4:55:29 time: 0.0509 data_time: 0.0017 memory: 947 loss: 2.1281 2022/11/27 05:30:19 - mmengine - INFO - Epoch(train) [49][2500/5005] lr: 6.4828e-02 eta: 4:55:24 time: 0.0591 data_time: 0.0015 memory: 947 loss: 2.1637 2022/11/27 05:30:24 - mmengine - INFO - Epoch(train) [49][2600/5005] lr: 6.4803e-02 eta: 4:55:19 time: 0.0501 data_time: 0.0019 memory: 947 loss: 2.2524 2022/11/27 05:30:29 - mmengine - INFO - Epoch(train) [49][2700/5005] lr: 6.4778e-02 eta: 4:55:14 time: 0.0462 data_time: 0.0021 memory: 947 loss: 2.1010 2022/11/27 05:30:32 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:30:34 - mmengine - INFO - Epoch(train) [49][2800/5005] lr: 6.4753e-02 eta: 4:55:09 time: 0.0447 data_time: 0.0016 memory: 947 loss: 2.1852 2022/11/27 05:30:39 - mmengine - INFO - Epoch(train) [49][2900/5005] lr: 6.4728e-02 eta: 4:55:05 time: 0.0551 data_time: 0.0015 memory: 947 loss: 2.3006 2022/11/27 05:30:45 - mmengine - INFO - Epoch(train) [49][3000/5005] lr: 6.4703e-02 eta: 4:55:01 time: 0.0473 data_time: 0.0018 memory: 947 loss: 2.4304 2022/11/27 05:30:50 - mmengine - INFO - Epoch(train) [49][3100/5005] lr: 6.4678e-02 eta: 4:54:56 time: 0.0461 data_time: 0.0017 memory: 947 loss: 2.1278 2022/11/27 05:30:55 - mmengine - INFO - Epoch(train) [49][3200/5005] lr: 6.4653e-02 eta: 4:54:51 time: 0.0544 data_time: 0.0016 memory: 947 loss: 2.3611 2022/11/27 05:31:00 - mmengine - INFO - Epoch(train) [49][3300/5005] lr: 6.4628e-02 eta: 4:54:45 time: 0.0428 data_time: 0.0016 memory: 947 loss: 2.3460 2022/11/27 05:31:05 - mmengine - INFO - Epoch(train) [49][3400/5005] lr: 6.4603e-02 eta: 4:54:41 time: 0.0600 data_time: 0.0015 memory: 947 loss: 2.2727 2022/11/27 05:31:10 - mmengine - INFO - Epoch(train) [49][3500/5005] lr: 6.4578e-02 eta: 4:54:36 time: 0.0435 data_time: 0.0020 memory: 947 loss: 2.0300 2022/11/27 05:31:15 - mmengine - INFO - Epoch(train) [49][3600/5005] lr: 6.4553e-02 eta: 4:54:31 time: 0.0488 data_time: 0.0074 memory: 947 loss: 2.2219 2022/11/27 05:31:20 - mmengine - INFO - Epoch(train) [49][3700/5005] lr: 6.4528e-02 eta: 4:54:26 time: 0.0619 data_time: 0.0016 memory: 947 loss: 2.2988 2022/11/27 05:31:23 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:31:25 - mmengine - INFO - Epoch(train) [49][3800/5005] lr: 6.4503e-02 eta: 4:54:21 time: 0.0448 data_time: 0.0019 memory: 947 loss: 2.2901 2022/11/27 05:31:30 - mmengine - INFO - Epoch(train) [49][3900/5005] lr: 6.4478e-02 eta: 4:54:16 time: 0.0482 data_time: 0.0054 memory: 947 loss: 2.0681 2022/11/27 05:31:35 - mmengine - INFO - Epoch(train) [49][4000/5005] lr: 6.4453e-02 eta: 4:54:11 time: 0.0552 data_time: 0.0017 memory: 947 loss: 2.3941 2022/11/27 05:31:40 - mmengine - INFO - Epoch(train) [49][4100/5005] lr: 6.4428e-02 eta: 4:54:06 time: 0.0480 data_time: 0.0017 memory: 947 loss: 2.2760 2022/11/27 05:31:45 - mmengine - INFO - Epoch(train) [49][4200/5005] lr: 6.4403e-02 eta: 4:54:01 time: 0.0513 data_time: 0.0016 memory: 947 loss: 2.2418 2022/11/27 05:31:50 - mmengine - INFO - Epoch(train) [49][4300/5005] lr: 6.4378e-02 eta: 4:53:56 time: 0.0486 data_time: 0.0021 memory: 947 loss: 2.2474 2022/11/27 05:31:55 - mmengine - INFO - Epoch(train) [49][4400/5005] lr: 6.4353e-02 eta: 4:53:51 time: 0.0454 data_time: 0.0017 memory: 947 loss: 2.2443 2022/11/27 05:32:00 - mmengine - INFO - Epoch(train) [49][4500/5005] lr: 6.4328e-02 eta: 4:53:46 time: 0.0553 data_time: 0.0017 memory: 947 loss: 2.2909 2022/11/27 05:32:05 - mmengine - INFO - Epoch(train) [49][4600/5005] lr: 6.4303e-02 eta: 4:53:41 time: 0.0552 data_time: 0.0017 memory: 947 loss: 1.9601 2022/11/27 05:32:10 - mmengine - INFO - Epoch(train) [49][4700/5005] lr: 6.4277e-02 eta: 4:53:36 time: 0.0554 data_time: 0.0018 memory: 947 loss: 1.9697 2022/11/27 05:32:13 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:32:15 - mmengine - INFO - Epoch(train) [49][4800/5005] lr: 6.4252e-02 eta: 4:53:31 time: 0.0481 data_time: 0.0018 memory: 947 loss: 2.3274 2022/11/27 05:32:20 - mmengine - INFO - Epoch(train) [49][4900/5005] lr: 6.4227e-02 eta: 4:53:26 time: 0.0505 data_time: 0.0070 memory: 947 loss: 2.4292 2022/11/27 05:32:25 - mmengine - INFO - Epoch(train) [49][5000/5005] lr: 6.4202e-02 eta: 4:53:21 time: 0.0471 data_time: 0.0074 memory: 947 loss: 2.0810 2022/11/27 05:32:26 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:32:26 - mmengine - INFO - Saving checkpoint at 49 epochs 2022/11/27 05:32:30 - mmengine - INFO - Epoch(val) [49][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0254 memory: 947 2022/11/27 05:32:43 - mmengine - INFO - Epoch(val) [49][196/196] accuracy/top1: 56.6900 accuracy/top5: 80.3280 2022/11/27 05:32:48 - mmengine - INFO - Epoch(train) [50][ 100/5005] lr: 6.4176e-02 eta: 4:53:16 time: 0.0471 data_time: 0.0018 memory: 947 loss: 2.0050 2022/11/27 05:32:53 - mmengine - INFO - Epoch(train) [50][ 200/5005] lr: 6.4151e-02 eta: 4:53:11 time: 0.0475 data_time: 0.0016 memory: 947 loss: 2.0788 2022/11/27 05:32:58 - mmengine - INFO - Epoch(train) [50][ 300/5005] lr: 6.4126e-02 eta: 4:53:06 time: 0.0474 data_time: 0.0017 memory: 947 loss: 2.1168 2022/11/27 05:33:04 - mmengine - INFO - Epoch(train) [50][ 400/5005] lr: 6.4101e-02 eta: 4:53:02 time: 0.0484 data_time: 0.0054 memory: 947 loss: 2.1571 2022/11/27 05:33:09 - mmengine - INFO - Epoch(train) [50][ 500/5005] lr: 6.4076e-02 eta: 4:52:57 time: 0.0622 data_time: 0.0022 memory: 947 loss: 2.2100 2022/11/27 05:33:14 - mmengine - INFO - Epoch(train) [50][ 600/5005] lr: 6.4050e-02 eta: 4:52:52 time: 0.0574 data_time: 0.0019 memory: 947 loss: 2.1348 2022/11/27 05:33:19 - mmengine - INFO - Epoch(train) [50][ 700/5005] lr: 6.4025e-02 eta: 4:52:46 time: 0.0463 data_time: 0.0018 memory: 947 loss: 2.0190 2022/11/27 05:33:21 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:33:24 - mmengine - INFO - Epoch(train) [50][ 800/5005] lr: 6.4000e-02 eta: 4:52:41 time: 0.0462 data_time: 0.0016 memory: 947 loss: 2.4824 2022/11/27 05:33:28 - mmengine - INFO - Epoch(train) [50][ 900/5005] lr: 6.3975e-02 eta: 4:52:36 time: 0.0494 data_time: 0.0015 memory: 947 loss: 2.1299 2022/11/27 05:33:33 - mmengine - INFO - Epoch(train) [50][1000/5005] lr: 6.3950e-02 eta: 4:52:31 time: 0.0454 data_time: 0.0020 memory: 947 loss: 2.3590 2022/11/27 05:33:38 - mmengine - INFO - Epoch(train) [50][1100/5005] lr: 6.3925e-02 eta: 4:52:26 time: 0.0471 data_time: 0.0015 memory: 947 loss: 2.3006 2022/11/27 05:33:44 - mmengine - INFO - Epoch(train) [50][1200/5005] lr: 6.3900e-02 eta: 4:52:21 time: 0.0463 data_time: 0.0017 memory: 947 loss: 2.2137 2022/11/27 05:33:49 - mmengine - INFO - Epoch(train) [50][1300/5005] lr: 6.3875e-02 eta: 4:52:16 time: 0.0479 data_time: 0.0021 memory: 947 loss: 1.9501 2022/11/27 05:33:53 - mmengine - INFO - Epoch(train) [50][1400/5005] lr: 6.3850e-02 eta: 4:52:11 time: 0.0494 data_time: 0.0016 memory: 947 loss: 2.0715 2022/11/27 05:33:59 - mmengine - INFO - Epoch(train) [50][1500/5005] lr: 6.3824e-02 eta: 4:52:07 time: 0.0652 data_time: 0.0015 memory: 947 loss: 2.1040 2022/11/27 05:34:04 - mmengine - INFO - Epoch(train) [50][1600/5005] lr: 6.3799e-02 eta: 4:52:01 time: 0.0525 data_time: 0.0127 memory: 947 loss: 2.2462 2022/11/27 05:34:09 - mmengine - INFO - Epoch(train) [50][1700/5005] lr: 6.3774e-02 eta: 4:51:56 time: 0.0510 data_time: 0.0074 memory: 947 loss: 2.1858 2022/11/27 05:34:11 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:34:13 - mmengine - INFO - Epoch(train) [50][1800/5005] lr: 6.3749e-02 eta: 4:51:51 time: 0.0616 data_time: 0.0015 memory: 947 loss: 2.1185 2022/11/27 05:34:18 - mmengine - INFO - Epoch(train) [50][1900/5005] lr: 6.3724e-02 eta: 4:51:46 time: 0.0469 data_time: 0.0018 memory: 947 loss: 2.1970 2022/11/27 05:34:24 - mmengine - INFO - Epoch(train) [50][2000/5005] lr: 6.3699e-02 eta: 4:51:42 time: 0.0511 data_time: 0.0019 memory: 947 loss: 2.4299 2022/11/27 05:34:29 - mmengine - INFO - Epoch(train) [50][2100/5005] lr: 6.3674e-02 eta: 4:51:36 time: 0.0443 data_time: 0.0018 memory: 947 loss: 2.2611 2022/11/27 05:34:34 - mmengine - INFO - Epoch(train) [50][2200/5005] lr: 6.3648e-02 eta: 4:51:31 time: 0.0525 data_time: 0.0015 memory: 947 loss: 2.2206 2022/11/27 05:34:39 - mmengine - INFO - Epoch(train) [50][2300/5005] lr: 6.3623e-02 eta: 4:51:26 time: 0.0474 data_time: 0.0017 memory: 947 loss: 1.9453 2022/11/27 05:34:44 - mmengine - INFO - Epoch(train) [50][2400/5005] lr: 6.3598e-02 eta: 4:51:21 time: 0.0485 data_time: 0.0017 memory: 947 loss: 1.9938 2022/11/27 05:34:49 - mmengine - INFO - Epoch(train) [50][2500/5005] lr: 6.3573e-02 eta: 4:51:16 time: 0.0449 data_time: 0.0018 memory: 947 loss: 2.3259 2022/11/27 05:34:53 - mmengine - INFO - Epoch(train) [50][2600/5005] lr: 6.3548e-02 eta: 4:51:11 time: 0.0449 data_time: 0.0016 memory: 947 loss: 2.2397 2022/11/27 05:34:58 - mmengine - INFO - Epoch(train) [50][2700/5005] lr: 6.3523e-02 eta: 4:51:06 time: 0.0457 data_time: 0.0017 memory: 947 loss: 1.9776 2022/11/27 05:35:01 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:35:04 - mmengine - INFO - Epoch(train) [50][2800/5005] lr: 6.3497e-02 eta: 4:51:01 time: 0.0448 data_time: 0.0016 memory: 947 loss: 2.0805 2022/11/27 05:35:08 - mmengine - INFO - Epoch(train) [50][2900/5005] lr: 6.3472e-02 eta: 4:50:56 time: 0.0503 data_time: 0.0019 memory: 947 loss: 2.0503 2022/11/27 05:35:13 - mmengine - INFO - Epoch(train) [50][3000/5005] lr: 6.3447e-02 eta: 4:50:51 time: 0.0486 data_time: 0.0019 memory: 947 loss: 2.2124 2022/11/27 05:35:18 - mmengine - INFO - Epoch(train) [50][3100/5005] lr: 6.3422e-02 eta: 4:50:46 time: 0.0500 data_time: 0.0017 memory: 947 loss: 1.8529 2022/11/27 05:35:24 - mmengine - INFO - Epoch(train) [50][3200/5005] lr: 6.3397e-02 eta: 4:50:41 time: 0.0458 data_time: 0.0020 memory: 947 loss: 2.3216 2022/11/27 05:35:29 - mmengine - INFO - Epoch(train) [50][3300/5005] lr: 6.3371e-02 eta: 4:50:37 time: 0.0415 data_time: 0.0017 memory: 947 loss: 1.9873 2022/11/27 05:35:34 - mmengine - INFO - Epoch(train) [50][3400/5005] lr: 6.3346e-02 eta: 4:50:32 time: 0.0560 data_time: 0.0102 memory: 947 loss: 2.1103 2022/11/27 05:35:39 - mmengine - INFO - Epoch(train) [50][3500/5005] lr: 6.3321e-02 eta: 4:50:26 time: 0.0454 data_time: 0.0018 memory: 947 loss: 2.3472 2022/11/27 05:35:44 - mmengine - INFO - Epoch(train) [50][3600/5005] lr: 6.3296e-02 eta: 4:50:22 time: 0.0518 data_time: 0.0072 memory: 947 loss: 2.3371 2022/11/27 05:35:49 - mmengine - INFO - Epoch(train) [50][3700/5005] lr: 6.3271e-02 eta: 4:50:17 time: 0.0448 data_time: 0.0017 memory: 947 loss: 2.0939 2022/11/27 05:35:52 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:35:54 - mmengine - INFO - Epoch(train) [50][3800/5005] lr: 6.3245e-02 eta: 4:50:12 time: 0.0489 data_time: 0.0021 memory: 947 loss: 2.1782 2022/11/27 05:35:59 - mmengine - INFO - Epoch(train) [50][3900/5005] lr: 6.3220e-02 eta: 4:50:07 time: 0.0454 data_time: 0.0018 memory: 947 loss: 2.2702 2022/11/27 05:36:04 - mmengine - INFO - Epoch(train) [50][4000/5005] lr: 6.3195e-02 eta: 4:50:02 time: 0.0626 data_time: 0.0018 memory: 947 loss: 2.2005 2022/11/27 05:36:09 - mmengine - INFO - Epoch(train) [50][4100/5005] lr: 6.3170e-02 eta: 4:49:57 time: 0.0640 data_time: 0.0020 memory: 947 loss: 2.0992 2022/11/27 05:36:14 - mmengine - INFO - Epoch(train) [50][4200/5005] lr: 6.3144e-02 eta: 4:49:52 time: 0.0560 data_time: 0.0016 memory: 947 loss: 2.1372 2022/11/27 05:36:19 - mmengine - INFO - Epoch(train) [50][4300/5005] lr: 6.3119e-02 eta: 4:49:47 time: 0.0447 data_time: 0.0019 memory: 947 loss: 2.1053 2022/11/27 05:36:24 - mmengine - INFO - Epoch(train) [50][4400/5005] lr: 6.3094e-02 eta: 4:49:42 time: 0.0466 data_time: 0.0019 memory: 947 loss: 2.0884 2022/11/27 05:36:29 - mmengine - INFO - Epoch(train) [50][4500/5005] lr: 6.3069e-02 eta: 4:49:37 time: 0.0457 data_time: 0.0016 memory: 947 loss: 2.1363 2022/11/27 05:36:34 - mmengine - INFO - Epoch(train) [50][4600/5005] lr: 6.3043e-02 eta: 4:49:31 time: 0.0498 data_time: 0.0016 memory: 947 loss: 2.1864 2022/11/27 05:36:39 - mmengine - INFO - Epoch(train) [50][4700/5005] lr: 6.3018e-02 eta: 4:49:26 time: 0.0424 data_time: 0.0018 memory: 947 loss: 2.1048 2022/11/27 05:36:42 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:36:44 - mmengine - INFO - Epoch(train) [50][4800/5005] lr: 6.2993e-02 eta: 4:49:21 time: 0.0429 data_time: 0.0015 memory: 947 loss: 2.1681 2022/11/27 05:36:49 - mmengine - INFO - Epoch(train) [50][4900/5005] lr: 6.2968e-02 eta: 4:49:17 time: 0.0627 data_time: 0.0014 memory: 947 loss: 2.2343 2022/11/27 05:36:54 - mmengine - INFO - Epoch(train) [50][5000/5005] lr: 6.2942e-02 eta: 4:49:12 time: 0.0419 data_time: 0.0028 memory: 947 loss: 2.3205 2022/11/27 05:36:54 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:36:54 - mmengine - INFO - Saving checkpoint at 50 epochs 2022/11/27 05:36:59 - mmengine - INFO - Epoch(val) [50][100/196] eta: 0:00:03 time: 0.0374 data_time: 0.0273 memory: 947 2022/11/27 05:37:12 - mmengine - INFO - Epoch(val) [50][196/196] accuracy/top1: 56.1940 accuracy/top5: 80.0680 2022/11/27 05:37:17 - mmengine - INFO - Epoch(train) [51][ 100/5005] lr: 6.2916e-02 eta: 4:49:07 time: 0.0535 data_time: 0.0017 memory: 947 loss: 2.4196 2022/11/27 05:37:22 - mmengine - INFO - Epoch(train) [51][ 200/5005] lr: 6.2891e-02 eta: 4:49:03 time: 0.0510 data_time: 0.0018 memory: 947 loss: 2.0180 2022/11/27 05:37:27 - mmengine - INFO - Epoch(train) [51][ 300/5005] lr: 6.2865e-02 eta: 4:48:58 time: 0.0488 data_time: 0.0019 memory: 947 loss: 2.2076 2022/11/27 05:37:33 - mmengine - INFO - Epoch(train) [51][ 400/5005] lr: 6.2840e-02 eta: 4:48:53 time: 0.0456 data_time: 0.0018 memory: 947 loss: 2.1786 2022/11/27 05:37:37 - mmengine - INFO - Epoch(train) [51][ 500/5005] lr: 6.2815e-02 eta: 4:48:48 time: 0.0423 data_time: 0.0018 memory: 947 loss: 2.2928 2022/11/27 05:37:42 - mmengine - INFO - Epoch(train) [51][ 600/5005] lr: 6.2790e-02 eta: 4:48:43 time: 0.0467 data_time: 0.0016 memory: 947 loss: 1.8400 2022/11/27 05:37:47 - mmengine - INFO - Epoch(train) [51][ 700/5005] lr: 6.2764e-02 eta: 4:48:38 time: 0.0454 data_time: 0.0019 memory: 947 loss: 2.3218 2022/11/27 05:37:50 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:37:52 - mmengine - INFO - Epoch(train) [51][ 800/5005] lr: 6.2739e-02 eta: 4:48:32 time: 0.0458 data_time: 0.0016 memory: 947 loss: 2.1515 2022/11/27 05:37:58 - mmengine - INFO - Epoch(train) [51][ 900/5005] lr: 6.2714e-02 eta: 4:48:28 time: 0.0529 data_time: 0.0016 memory: 947 loss: 2.1919 2022/11/27 05:38:03 - mmengine - INFO - Epoch(train) [51][1000/5005] lr: 6.2688e-02 eta: 4:48:23 time: 0.0462 data_time: 0.0021 memory: 947 loss: 2.3049 2022/11/27 05:38:08 - mmengine - INFO - Epoch(train) [51][1100/5005] lr: 6.2663e-02 eta: 4:48:18 time: 0.0508 data_time: 0.0016 memory: 947 loss: 2.1667 2022/11/27 05:38:13 - mmengine - INFO - Epoch(train) [51][1200/5005] lr: 6.2638e-02 eta: 4:48:13 time: 0.0501 data_time: 0.0017 memory: 947 loss: 1.9386 2022/11/27 05:38:18 - mmengine - INFO - Epoch(train) [51][1300/5005] lr: 6.2612e-02 eta: 4:48:08 time: 0.0484 data_time: 0.0018 memory: 947 loss: 2.1288 2022/11/27 05:38:23 - mmengine - INFO - Epoch(train) [51][1400/5005] lr: 6.2587e-02 eta: 4:48:04 time: 0.0414 data_time: 0.0016 memory: 947 loss: 2.1473 2022/11/27 05:38:28 - mmengine - INFO - Epoch(train) [51][1500/5005] lr: 6.2562e-02 eta: 4:47:59 time: 0.0423 data_time: 0.0015 memory: 947 loss: 2.2211 2022/11/27 05:38:33 - mmengine - INFO - Epoch(train) [51][1600/5005] lr: 6.2537e-02 eta: 4:47:54 time: 0.0588 data_time: 0.0021 memory: 947 loss: 2.1011 2022/11/27 05:38:38 - mmengine - INFO - Epoch(train) [51][1700/5005] lr: 6.2511e-02 eta: 4:47:49 time: 0.0450 data_time: 0.0019 memory: 947 loss: 2.2378 2022/11/27 05:38:41 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:38:43 - mmengine - INFO - Epoch(train) [51][1800/5005] lr: 6.2486e-02 eta: 4:47:44 time: 0.0492 data_time: 0.0017 memory: 947 loss: 2.1361 2022/11/27 05:38:49 - mmengine - INFO - Epoch(train) [51][1900/5005] lr: 6.2461e-02 eta: 4:47:39 time: 0.0441 data_time: 0.0019 memory: 947 loss: 2.2252 2022/11/27 05:38:54 - mmengine - INFO - Epoch(train) [51][2000/5005] lr: 6.2435e-02 eta: 4:47:34 time: 0.0689 data_time: 0.0310 memory: 947 loss: 2.2698 2022/11/27 05:38:59 - mmengine - INFO - Epoch(train) [51][2100/5005] lr: 6.2410e-02 eta: 4:47:30 time: 0.0602 data_time: 0.0021 memory: 947 loss: 2.2499 2022/11/27 05:39:04 - mmengine - INFO - Epoch(train) [51][2200/5005] lr: 6.2385e-02 eta: 4:47:25 time: 0.0571 data_time: 0.0016 memory: 947 loss: 1.9645 2022/11/27 05:39:09 - mmengine - INFO - Epoch(train) [51][2300/5005] lr: 6.2359e-02 eta: 4:47:20 time: 0.0589 data_time: 0.0046 memory: 947 loss: 2.1769 2022/11/27 05:39:14 - mmengine - INFO - Epoch(train) [51][2400/5005] lr: 6.2334e-02 eta: 4:47:15 time: 0.0454 data_time: 0.0018 memory: 947 loss: 2.1583 2022/11/27 05:39:19 - mmengine - INFO - Epoch(train) [51][2500/5005] lr: 6.2309e-02 eta: 4:47:09 time: 0.0463 data_time: 0.0017 memory: 947 loss: 2.2366 2022/11/27 05:39:24 - mmengine - INFO - Epoch(train) [51][2600/5005] lr: 6.2283e-02 eta: 4:47:04 time: 0.0420 data_time: 0.0018 memory: 947 loss: 2.3144 2022/11/27 05:39:28 - mmengine - INFO - Epoch(train) [51][2700/5005] lr: 6.2258e-02 eta: 4:46:59 time: 0.0452 data_time: 0.0017 memory: 947 loss: 2.0352 2022/11/27 05:39:31 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:39:33 - mmengine - INFO - Epoch(train) [51][2800/5005] lr: 6.2232e-02 eta: 4:46:54 time: 0.0441 data_time: 0.0021 memory: 947 loss: 2.2418 2022/11/27 05:39:39 - mmengine - INFO - Epoch(train) [51][2900/5005] lr: 6.2207e-02 eta: 4:46:49 time: 0.0555 data_time: 0.0019 memory: 947 loss: 2.1393 2022/11/27 05:39:44 - mmengine - INFO - Epoch(train) [51][3000/5005] lr: 6.2182e-02 eta: 4:46:44 time: 0.0443 data_time: 0.0016 memory: 947 loss: 2.0593 2022/11/27 05:39:49 - mmengine - INFO - Epoch(train) [51][3100/5005] lr: 6.2156e-02 eta: 4:46:39 time: 0.0532 data_time: 0.0019 memory: 947 loss: 2.2842 2022/11/27 05:39:54 - mmengine - INFO - Epoch(train) [51][3200/5005] lr: 6.2131e-02 eta: 4:46:34 time: 0.0465 data_time: 0.0018 memory: 947 loss: 2.1349 2022/11/27 05:39:58 - mmengine - INFO - Epoch(train) [51][3300/5005] lr: 6.2106e-02 eta: 4:46:29 time: 0.0459 data_time: 0.0019 memory: 947 loss: 2.1444 2022/11/27 05:40:03 - mmengine - INFO - Epoch(train) [51][3400/5005] lr: 6.2080e-02 eta: 4:46:24 time: 0.0461 data_time: 0.0022 memory: 947 loss: 2.3377 2022/11/27 05:40:09 - mmengine - INFO - Epoch(train) [51][3500/5005] lr: 6.2055e-02 eta: 4:46:19 time: 0.0632 data_time: 0.0021 memory: 947 loss: 2.1743 2022/11/27 05:40:14 - mmengine - INFO - Epoch(train) [51][3600/5005] lr: 6.2030e-02 eta: 4:46:14 time: 0.0573 data_time: 0.0016 memory: 947 loss: 2.3262 2022/11/27 05:40:19 - mmengine - INFO - Epoch(train) [51][3700/5005] lr: 6.2004e-02 eta: 4:46:10 time: 0.0630 data_time: 0.0185 memory: 947 loss: 2.1638 2022/11/27 05:40:22 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:40:24 - mmengine - INFO - Epoch(train) [51][3800/5005] lr: 6.1979e-02 eta: 4:46:05 time: 0.0469 data_time: 0.0048 memory: 947 loss: 2.3405 2022/11/27 05:40:29 - mmengine - INFO - Epoch(train) [51][3900/5005] lr: 6.1953e-02 eta: 4:46:00 time: 0.0450 data_time: 0.0017 memory: 947 loss: 2.3308 2022/11/27 05:40:35 - mmengine - INFO - Epoch(train) [51][4000/5005] lr: 6.1928e-02 eta: 4:45:55 time: 0.0606 data_time: 0.0018 memory: 947 loss: 2.3288 2022/11/27 05:40:40 - mmengine - INFO - Epoch(train) [51][4100/5005] lr: 6.1903e-02 eta: 4:45:50 time: 0.0611 data_time: 0.0017 memory: 947 loss: 2.4358 2022/11/27 05:40:45 - mmengine - INFO - Epoch(train) [51][4200/5005] lr: 6.1877e-02 eta: 4:45:45 time: 0.0423 data_time: 0.0018 memory: 947 loss: 2.0294 2022/11/27 05:40:50 - mmengine - INFO - Epoch(train) [51][4300/5005] lr: 6.1852e-02 eta: 4:45:40 time: 0.0523 data_time: 0.0017 memory: 947 loss: 2.2370 2022/11/27 05:40:55 - mmengine - INFO - Epoch(train) [51][4400/5005] lr: 6.1826e-02 eta: 4:45:35 time: 0.0457 data_time: 0.0017 memory: 947 loss: 2.1839 2022/11/27 05:41:00 - mmengine - INFO - Epoch(train) [51][4500/5005] lr: 6.1801e-02 eta: 4:45:30 time: 0.0472 data_time: 0.0020 memory: 947 loss: 2.2298 2022/11/27 05:41:04 - mmengine - INFO - Epoch(train) [51][4600/5005] lr: 6.1775e-02 eta: 4:45:25 time: 0.0457 data_time: 0.0018 memory: 947 loss: 2.3078 2022/11/27 05:41:09 - mmengine - INFO - Epoch(train) [51][4700/5005] lr: 6.1750e-02 eta: 4:45:20 time: 0.0516 data_time: 0.0018 memory: 947 loss: 2.1524 2022/11/27 05:41:12 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:41:15 - mmengine - INFO - Epoch(train) [51][4800/5005] lr: 6.1725e-02 eta: 4:45:16 time: 0.0571 data_time: 0.0016 memory: 947 loss: 2.2356 2022/11/27 05:41:20 - mmengine - INFO - Epoch(train) [51][4900/5005] lr: 6.1699e-02 eta: 4:45:11 time: 0.0622 data_time: 0.0105 memory: 947 loss: 2.0892 2022/11/27 05:41:25 - mmengine - INFO - Epoch(train) [51][5000/5005] lr: 6.1674e-02 eta: 4:45:06 time: 0.0432 data_time: 0.0056 memory: 947 loss: 2.2166 2022/11/27 05:41:25 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:41:25 - mmengine - INFO - Saving checkpoint at 51 epochs 2022/11/27 05:41:30 - mmengine - INFO - Epoch(val) [51][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0251 memory: 947 2022/11/27 05:41:43 - mmengine - INFO - Epoch(val) [51][196/196] accuracy/top1: 56.8740 accuracy/top5: 80.5160 2022/11/27 05:41:48 - mmengine - INFO - Epoch(train) [52][ 100/5005] lr: 6.1647e-02 eta: 4:45:01 time: 0.0545 data_time: 0.0017 memory: 947 loss: 1.8620 2022/11/27 05:41:53 - mmengine - INFO - Epoch(train) [52][ 200/5005] lr: 6.1622e-02 eta: 4:44:56 time: 0.0463 data_time: 0.0057 memory: 947 loss: 2.2019 2022/11/27 05:41:58 - mmengine - INFO - Epoch(train) [52][ 300/5005] lr: 6.1596e-02 eta: 4:44:51 time: 0.0483 data_time: 0.0061 memory: 947 loss: 2.4384 2022/11/27 05:42:04 - mmengine - INFO - Epoch(train) [52][ 400/5005] lr: 6.1571e-02 eta: 4:44:46 time: 0.0710 data_time: 0.0015 memory: 947 loss: 2.1185 2022/11/27 05:42:09 - mmengine - INFO - Epoch(train) [52][ 500/5005] lr: 6.1545e-02 eta: 4:44:41 time: 0.0473 data_time: 0.0016 memory: 947 loss: 2.1963 2022/11/27 05:42:14 - mmengine - INFO - Epoch(train) [52][ 600/5005] lr: 6.1520e-02 eta: 4:44:37 time: 0.0458 data_time: 0.0016 memory: 947 loss: 2.3246 2022/11/27 05:42:19 - mmengine - INFO - Epoch(train) [52][ 700/5005] lr: 6.1494e-02 eta: 4:44:32 time: 0.0464 data_time: 0.0018 memory: 947 loss: 2.1178 2022/11/27 05:42:21 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:42:25 - mmengine - INFO - Epoch(train) [52][ 800/5005] lr: 6.1469e-02 eta: 4:44:28 time: 0.0603 data_time: 0.0031 memory: 947 loss: 2.0393 2022/11/27 05:42:30 - mmengine - INFO - Epoch(train) [52][ 900/5005] lr: 6.1444e-02 eta: 4:44:23 time: 0.0462 data_time: 0.0015 memory: 947 loss: 2.1359 2022/11/27 05:42:35 - mmengine - INFO - Epoch(train) [52][1000/5005] lr: 6.1418e-02 eta: 4:44:18 time: 0.0466 data_time: 0.0020 memory: 947 loss: 2.2201 2022/11/27 05:42:40 - mmengine - INFO - Epoch(train) [52][1100/5005] lr: 6.1393e-02 eta: 4:44:13 time: 0.0523 data_time: 0.0018 memory: 947 loss: 2.0302 2022/11/27 05:42:45 - mmengine - INFO - Epoch(train) [52][1200/5005] lr: 6.1367e-02 eta: 4:44:08 time: 0.0466 data_time: 0.0017 memory: 947 loss: 2.0352 2022/11/27 05:42:50 - mmengine - INFO - Epoch(train) [52][1300/5005] lr: 6.1342e-02 eta: 4:44:03 time: 0.0473 data_time: 0.0049 memory: 947 loss: 2.1043 2022/11/27 05:42:55 - mmengine - INFO - Epoch(train) [52][1400/5005] lr: 6.1316e-02 eta: 4:43:58 time: 0.0473 data_time: 0.0021 memory: 947 loss: 2.1745 2022/11/27 05:43:00 - mmengine - INFO - Epoch(train) [52][1500/5005] lr: 6.1291e-02 eta: 4:43:53 time: 0.0533 data_time: 0.0015 memory: 947 loss: 2.1833 2022/11/27 05:43:05 - mmengine - INFO - Epoch(train) [52][1600/5005] lr: 6.1265e-02 eta: 4:43:48 time: 0.0511 data_time: 0.0021 memory: 947 loss: 2.1575 2022/11/27 05:43:10 - mmengine - INFO - Epoch(train) [52][1700/5005] lr: 6.1240e-02 eta: 4:43:43 time: 0.0444 data_time: 0.0018 memory: 947 loss: 2.1398 2022/11/27 05:43:12 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:43:15 - mmengine - INFO - Epoch(train) [52][1800/5005] lr: 6.1214e-02 eta: 4:43:38 time: 0.0472 data_time: 0.0020 memory: 947 loss: 2.1086 2022/11/27 05:43:20 - mmengine - INFO - Epoch(train) [52][1900/5005] lr: 6.1189e-02 eta: 4:43:34 time: 0.0446 data_time: 0.0017 memory: 947 loss: 2.1938 2022/11/27 05:43:25 - mmengine - INFO - Epoch(train) [52][2000/5005] lr: 6.1163e-02 eta: 4:43:29 time: 0.0512 data_time: 0.0029 memory: 947 loss: 2.2224 2022/11/27 05:43:30 - mmengine - INFO - Epoch(train) [52][2100/5005] lr: 6.1138e-02 eta: 4:43:24 time: 0.0437 data_time: 0.0016 memory: 947 loss: 2.1749 2022/11/27 05:43:36 - mmengine - INFO - Epoch(train) [52][2200/5005] lr: 6.1112e-02 eta: 4:43:19 time: 0.0558 data_time: 0.0039 memory: 947 loss: 2.2389 2022/11/27 05:43:41 - mmengine - INFO - Epoch(train) [52][2300/5005] lr: 6.1087e-02 eta: 4:43:14 time: 0.0494 data_time: 0.0022 memory: 947 loss: 2.2519 2022/11/27 05:43:46 - mmengine - INFO - Epoch(train) [52][2400/5005] lr: 6.1061e-02 eta: 4:43:10 time: 0.0697 data_time: 0.0016 memory: 947 loss: 2.0014 2022/11/27 05:43:51 - mmengine - INFO - Epoch(train) [52][2500/5005] lr: 6.1036e-02 eta: 4:43:05 time: 0.0504 data_time: 0.0020 memory: 947 loss: 2.4091 2022/11/27 05:43:56 - mmengine - INFO - Epoch(train) [52][2600/5005] lr: 6.1010e-02 eta: 4:43:00 time: 0.0554 data_time: 0.0019 memory: 947 loss: 2.3002 2022/11/27 05:44:01 - mmengine - INFO - Epoch(train) [52][2700/5005] lr: 6.0985e-02 eta: 4:42:55 time: 0.0612 data_time: 0.0133 memory: 947 loss: 2.3348 2022/11/27 05:44:04 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:44:06 - mmengine - INFO - Epoch(train) [52][2800/5005] lr: 6.0959e-02 eta: 4:42:50 time: 0.0538 data_time: 0.0115 memory: 947 loss: 2.1144 2022/11/27 05:44:12 - mmengine - INFO - Epoch(train) [52][2900/5005] lr: 6.0934e-02 eta: 4:42:45 time: 0.0506 data_time: 0.0018 memory: 947 loss: 2.2158 2022/11/27 05:44:17 - mmengine - INFO - Epoch(train) [52][3000/5005] lr: 6.0908e-02 eta: 4:42:40 time: 0.0555 data_time: 0.0016 memory: 947 loss: 2.1877 2022/11/27 05:44:22 - mmengine - INFO - Epoch(train) [52][3100/5005] lr: 6.0883e-02 eta: 4:42:35 time: 0.0489 data_time: 0.0055 memory: 947 loss: 2.2338 2022/11/27 05:44:27 - mmengine - INFO - Epoch(train) [52][3200/5005] lr: 6.0857e-02 eta: 4:42:30 time: 0.0455 data_time: 0.0018 memory: 947 loss: 2.2476 2022/11/27 05:44:32 - mmengine - INFO - Epoch(train) [52][3300/5005] lr: 6.0832e-02 eta: 4:42:26 time: 0.0679 data_time: 0.0016 memory: 947 loss: 2.4478 2022/11/27 05:44:37 - mmengine - INFO - Epoch(train) [52][3400/5005] lr: 6.0806e-02 eta: 4:42:21 time: 0.0524 data_time: 0.0038 memory: 947 loss: 2.2160 2022/11/27 05:44:42 - mmengine - INFO - Epoch(train) [52][3500/5005] lr: 6.0781e-02 eta: 4:42:16 time: 0.0478 data_time: 0.0016 memory: 947 loss: 2.1795 2022/11/27 05:44:47 - mmengine - INFO - Epoch(train) [52][3600/5005] lr: 6.0755e-02 eta: 4:42:10 time: 0.0451 data_time: 0.0016 memory: 947 loss: 2.2556 2022/11/27 05:44:52 - mmengine - INFO - Epoch(train) [52][3700/5005] lr: 6.0729e-02 eta: 4:42:06 time: 0.0452 data_time: 0.0019 memory: 947 loss: 2.1371 2022/11/27 05:44:55 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:44:57 - mmengine - INFO - Epoch(train) [52][3800/5005] lr: 6.0704e-02 eta: 4:42:01 time: 0.0465 data_time: 0.0016 memory: 947 loss: 2.1022 2022/11/27 05:45:02 - mmengine - INFO - Epoch(train) [52][3900/5005] lr: 6.0678e-02 eta: 4:41:56 time: 0.0578 data_time: 0.0017 memory: 947 loss: 2.2509 2022/11/27 05:45:07 - mmengine - INFO - Epoch(train) [52][4000/5005] lr: 6.0653e-02 eta: 4:41:51 time: 0.0544 data_time: 0.0045 memory: 947 loss: 2.3518 2022/11/27 05:45:12 - mmengine - INFO - Epoch(train) [52][4100/5005] lr: 6.0627e-02 eta: 4:41:46 time: 0.0450 data_time: 0.0017 memory: 947 loss: 2.1404 2022/11/27 05:45:17 - mmengine - INFO - Epoch(train) [52][4200/5005] lr: 6.0602e-02 eta: 4:41:40 time: 0.0452 data_time: 0.0021 memory: 947 loss: 2.3528 2022/11/27 05:45:22 - mmengine - INFO - Epoch(train) [52][4300/5005] lr: 6.0576e-02 eta: 4:41:35 time: 0.0431 data_time: 0.0018 memory: 947 loss: 2.2294 2022/11/27 05:45:27 - mmengine - INFO - Epoch(train) [52][4400/5005] lr: 6.0551e-02 eta: 4:41:30 time: 0.0435 data_time: 0.0017 memory: 947 loss: 2.2399 2022/11/27 05:45:32 - mmengine - INFO - Epoch(train) [52][4500/5005] lr: 6.0525e-02 eta: 4:41:25 time: 0.0464 data_time: 0.0018 memory: 947 loss: 2.3644 2022/11/27 05:45:37 - mmengine - INFO - Epoch(train) [52][4600/5005] lr: 6.0499e-02 eta: 4:41:20 time: 0.0452 data_time: 0.0023 memory: 947 loss: 2.5038 2022/11/27 05:45:42 - mmengine - INFO - Epoch(train) [52][4700/5005] lr: 6.0474e-02 eta: 4:41:15 time: 0.0430 data_time: 0.0016 memory: 947 loss: 2.4032 2022/11/27 05:45:44 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:45:47 - mmengine - INFO - Epoch(train) [52][4800/5005] lr: 6.0448e-02 eta: 4:41:10 time: 0.0447 data_time: 0.0017 memory: 947 loss: 2.1316 2022/11/27 05:45:52 - mmengine - INFO - Epoch(train) [52][4900/5005] lr: 6.0423e-02 eta: 4:41:06 time: 0.0491 data_time: 0.0018 memory: 947 loss: 2.1949 2022/11/27 05:45:57 - mmengine - INFO - Epoch(train) [52][5000/5005] lr: 6.0397e-02 eta: 4:41:00 time: 0.0398 data_time: 0.0020 memory: 947 loss: 2.1640 2022/11/27 05:45:57 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:45:57 - mmengine - INFO - Saving checkpoint at 52 epochs 2022/11/27 05:46:02 - mmengine - INFO - Epoch(val) [52][100/196] eta: 0:00:03 time: 0.0360 data_time: 0.0251 memory: 947 2022/11/27 05:46:15 - mmengine - INFO - Epoch(val) [52][196/196] accuracy/top1: 56.5600 accuracy/top5: 80.4780 2022/11/27 05:46:20 - mmengine - INFO - Epoch(train) [53][ 100/5005] lr: 6.0370e-02 eta: 4:40:55 time: 0.0542 data_time: 0.0016 memory: 947 loss: 2.1112 2022/11/27 05:46:25 - mmengine - INFO - Epoch(train) [53][ 200/5005] lr: 6.0345e-02 eta: 4:40:50 time: 0.0502 data_time: 0.0072 memory: 947 loss: 2.0401 2022/11/27 05:46:30 - mmengine - INFO - Epoch(train) [53][ 300/5005] lr: 6.0319e-02 eta: 4:40:45 time: 0.0460 data_time: 0.0019 memory: 947 loss: 2.0964 2022/11/27 05:46:35 - mmengine - INFO - Epoch(train) [53][ 400/5005] lr: 6.0293e-02 eta: 4:40:40 time: 0.0592 data_time: 0.0015 memory: 947 loss: 2.1493 2022/11/27 05:46:39 - mmengine - INFO - Epoch(train) [53][ 500/5005] lr: 6.0268e-02 eta: 4:40:35 time: 0.0425 data_time: 0.0017 memory: 947 loss: 2.1286 2022/11/27 05:46:44 - mmengine - INFO - Epoch(train) [53][ 600/5005] lr: 6.0242e-02 eta: 4:40:30 time: 0.0433 data_time: 0.0022 memory: 947 loss: 2.1029 2022/11/27 05:46:49 - mmengine - INFO - Epoch(train) [53][ 700/5005] lr: 6.0217e-02 eta: 4:40:24 time: 0.0455 data_time: 0.0019 memory: 947 loss: 1.9649 2022/11/27 05:46:51 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:46:54 - mmengine - INFO - Epoch(train) [53][ 800/5005] lr: 6.0191e-02 eta: 4:40:19 time: 0.0477 data_time: 0.0017 memory: 947 loss: 1.9244 2022/11/27 05:46:59 - mmengine - INFO - Epoch(train) [53][ 900/5005] lr: 6.0165e-02 eta: 4:40:14 time: 0.0467 data_time: 0.0021 memory: 947 loss: 2.0977 2022/11/27 05:47:04 - mmengine - INFO - Epoch(train) [53][1000/5005] lr: 6.0140e-02 eta: 4:40:09 time: 0.0486 data_time: 0.0016 memory: 947 loss: 2.1639 2022/11/27 05:47:09 - mmengine - INFO - Epoch(train) [53][1100/5005] lr: 6.0114e-02 eta: 4:40:05 time: 0.0527 data_time: 0.0018 memory: 947 loss: 2.1043 2022/11/27 05:47:14 - mmengine - INFO - Epoch(train) [53][1200/5005] lr: 6.0089e-02 eta: 4:40:00 time: 0.0472 data_time: 0.0016 memory: 947 loss: 2.3984 2022/11/27 05:47:20 - mmengine - INFO - Epoch(train) [53][1300/5005] lr: 6.0063e-02 eta: 4:39:55 time: 0.0503 data_time: 0.0065 memory: 947 loss: 2.0799 2022/11/27 05:47:25 - mmengine - INFO - Epoch(train) [53][1400/5005] lr: 6.0037e-02 eta: 4:39:50 time: 0.0443 data_time: 0.0018 memory: 947 loss: 2.0247 2022/11/27 05:47:30 - mmengine - INFO - Epoch(train) [53][1500/5005] lr: 6.0012e-02 eta: 4:39:45 time: 0.0431 data_time: 0.0018 memory: 947 loss: 2.0675 2022/11/27 05:47:35 - mmengine - INFO - Epoch(train) [53][1600/5005] lr: 5.9986e-02 eta: 4:39:40 time: 0.0574 data_time: 0.0139 memory: 947 loss: 2.0102 2022/11/27 05:47:40 - mmengine - INFO - Epoch(train) [53][1700/5005] lr: 5.9961e-02 eta: 4:39:35 time: 0.0522 data_time: 0.0017 memory: 947 loss: 2.0855 2022/11/27 05:47:42 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:47:45 - mmengine - INFO - Epoch(train) [53][1800/5005] lr: 5.9935e-02 eta: 4:39:30 time: 0.0454 data_time: 0.0017 memory: 947 loss: 2.2068 2022/11/27 05:47:50 - mmengine - INFO - Epoch(train) [53][1900/5005] lr: 5.9909e-02 eta: 4:39:25 time: 0.0485 data_time: 0.0021 memory: 947 loss: 2.2051 2022/11/27 05:47:55 - mmengine - INFO - Epoch(train) [53][2000/5005] lr: 5.9884e-02 eta: 4:39:20 time: 0.0421 data_time: 0.0018 memory: 947 loss: 1.9325 2022/11/27 05:48:00 - mmengine - INFO - Epoch(train) [53][2100/5005] lr: 5.9858e-02 eta: 4:39:15 time: 0.0528 data_time: 0.0017 memory: 947 loss: 2.0089 2022/11/27 05:48:05 - mmengine - INFO - Epoch(train) [53][2200/5005] lr: 5.9832e-02 eta: 4:39:10 time: 0.0499 data_time: 0.0018 memory: 947 loss: 2.1893 2022/11/27 05:48:10 - mmengine - INFO - Epoch(train) [53][2300/5005] lr: 5.9807e-02 eta: 4:39:06 time: 0.0585 data_time: 0.0019 memory: 947 loss: 2.3685 2022/11/27 05:48:16 - mmengine - INFO - Epoch(train) [53][2400/5005] lr: 5.9781e-02 eta: 4:39:01 time: 0.0458 data_time: 0.0019 memory: 947 loss: 2.2494 2022/11/27 05:48:21 - mmengine - INFO - Epoch(train) [53][2500/5005] lr: 5.9755e-02 eta: 4:38:56 time: 0.0514 data_time: 0.0018 memory: 947 loss: 2.0803 2022/11/27 05:48:26 - mmengine - INFO - Epoch(train) [53][2600/5005] lr: 5.9730e-02 eta: 4:38:51 time: 0.0465 data_time: 0.0031 memory: 947 loss: 2.0687 2022/11/27 05:48:31 - mmengine - INFO - Epoch(train) [53][2700/5005] lr: 5.9704e-02 eta: 4:38:46 time: 0.0456 data_time: 0.0018 memory: 947 loss: 2.2366 2022/11/27 05:48:33 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:48:36 - mmengine - INFO - Epoch(train) [53][2800/5005] lr: 5.9678e-02 eta: 4:38:41 time: 0.0546 data_time: 0.0017 memory: 947 loss: 2.1770 2022/11/27 05:48:41 - mmengine - INFO - Epoch(train) [53][2900/5005] lr: 5.9653e-02 eta: 4:38:36 time: 0.0466 data_time: 0.0017 memory: 947 loss: 2.3171 2022/11/27 05:48:46 - mmengine - INFO - Epoch(train) [53][3000/5005] lr: 5.9627e-02 eta: 4:38:32 time: 0.0683 data_time: 0.0015 memory: 947 loss: 2.1553 2022/11/27 05:48:52 - mmengine - INFO - Epoch(train) [53][3100/5005] lr: 5.9601e-02 eta: 4:38:27 time: 0.0479 data_time: 0.0017 memory: 947 loss: 2.6237 2022/11/27 05:48:57 - mmengine - INFO - Epoch(train) [53][3200/5005] lr: 5.9576e-02 eta: 4:38:22 time: 0.0467 data_time: 0.0084 memory: 947 loss: 2.1629 2022/11/27 05:49:02 - mmengine - INFO - Epoch(train) [53][3300/5005] lr: 5.9550e-02 eta: 4:38:18 time: 0.0630 data_time: 0.0017 memory: 947 loss: 2.1017 2022/11/27 05:49:07 - mmengine - INFO - Epoch(train) [53][3400/5005] lr: 5.9524e-02 eta: 4:38:13 time: 0.0461 data_time: 0.0019 memory: 947 loss: 1.9101 2022/11/27 05:49:12 - mmengine - INFO - Epoch(train) [53][3500/5005] lr: 5.9499e-02 eta: 4:38:08 time: 0.0639 data_time: 0.0016 memory: 947 loss: 1.9916 2022/11/27 05:49:17 - mmengine - INFO - Epoch(train) [53][3600/5005] lr: 5.9473e-02 eta: 4:38:03 time: 0.0455 data_time: 0.0017 memory: 947 loss: 2.1606 2022/11/27 05:49:22 - mmengine - INFO - Epoch(train) [53][3700/5005] lr: 5.9447e-02 eta: 4:37:58 time: 0.0474 data_time: 0.0018 memory: 947 loss: 2.2097 2022/11/27 05:49:25 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:49:28 - mmengine - INFO - Epoch(train) [53][3800/5005] lr: 5.9422e-02 eta: 4:37:54 time: 0.0631 data_time: 0.0183 memory: 947 loss: 2.3539 2022/11/27 05:49:33 - mmengine - INFO - Epoch(train) [53][3900/5005] lr: 5.9396e-02 eta: 4:37:49 time: 0.0474 data_time: 0.0017 memory: 947 loss: 2.2103 2022/11/27 05:49:38 - mmengine - INFO - Epoch(train) [53][4000/5005] lr: 5.9370e-02 eta: 4:37:44 time: 0.0690 data_time: 0.0015 memory: 947 loss: 2.0678 2022/11/27 05:49:43 - mmengine - INFO - Epoch(train) [53][4100/5005] lr: 5.9345e-02 eta: 4:37:39 time: 0.0463 data_time: 0.0018 memory: 947 loss: 2.1660 2022/11/27 05:49:48 - mmengine - INFO - Epoch(train) [53][4200/5005] lr: 5.9319e-02 eta: 4:37:34 time: 0.0621 data_time: 0.0015 memory: 947 loss: 2.2399 2022/11/27 05:49:53 - mmengine - INFO - Epoch(train) [53][4300/5005] lr: 5.9293e-02 eta: 4:37:29 time: 0.0465 data_time: 0.0022 memory: 947 loss: 2.2566 2022/11/27 05:49:59 - mmengine - INFO - Epoch(train) [53][4400/5005] lr: 5.9268e-02 eta: 4:37:25 time: 0.0473 data_time: 0.0018 memory: 947 loss: 2.1136 2022/11/27 05:50:04 - mmengine - INFO - Epoch(train) [53][4500/5005] lr: 5.9242e-02 eta: 4:37:20 time: 0.0454 data_time: 0.0017 memory: 947 loss: 2.1804 2022/11/27 05:50:08 - mmengine - INFO - Epoch(train) [53][4600/5005] lr: 5.9216e-02 eta: 4:37:14 time: 0.0443 data_time: 0.0019 memory: 947 loss: 2.2112 2022/11/27 05:50:13 - mmengine - INFO - Epoch(train) [53][4700/5005] lr: 5.9190e-02 eta: 4:37:09 time: 0.0472 data_time: 0.0018 memory: 947 loss: 1.9364 2022/11/27 05:50:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:50:19 - mmengine - INFO - Epoch(train) [53][4800/5005] lr: 5.9165e-02 eta: 4:37:05 time: 0.0716 data_time: 0.0302 memory: 947 loss: 1.9489 2022/11/27 05:50:23 - mmengine - INFO - Epoch(train) [53][4900/5005] lr: 5.9139e-02 eta: 4:36:59 time: 0.0452 data_time: 0.0016 memory: 947 loss: 2.1484 2022/11/27 05:50:29 - mmengine - INFO - Epoch(train) [53][5000/5005] lr: 5.9113e-02 eta: 4:36:55 time: 0.0473 data_time: 0.0024 memory: 947 loss: 2.0862 2022/11/27 05:50:29 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:50:29 - mmengine - INFO - Saving checkpoint at 53 epochs 2022/11/27 05:50:34 - mmengine - INFO - Epoch(val) [53][100/196] eta: 0:00:04 time: 0.0444 data_time: 0.0301 memory: 947 2022/11/27 05:50:46 - mmengine - INFO - Epoch(val) [53][196/196] accuracy/top1: 56.7160 accuracy/top5: 80.3280 2022/11/27 05:50:52 - mmengine - INFO - Epoch(train) [54][ 100/5005] lr: 5.9086e-02 eta: 4:36:50 time: 0.0462 data_time: 0.0019 memory: 947 loss: 2.1480 2022/11/27 05:50:57 - mmengine - INFO - Epoch(train) [54][ 200/5005] lr: 5.9061e-02 eta: 4:36:45 time: 0.0447 data_time: 0.0021 memory: 947 loss: 2.2351 2022/11/27 05:51:02 - mmengine - INFO - Epoch(train) [54][ 300/5005] lr: 5.9035e-02 eta: 4:36:40 time: 0.0489 data_time: 0.0054 memory: 947 loss: 2.1541 2022/11/27 05:51:07 - mmengine - INFO - Epoch(train) [54][ 400/5005] lr: 5.9009e-02 eta: 4:36:35 time: 0.0483 data_time: 0.0019 memory: 947 loss: 2.3138 2022/11/27 05:51:12 - mmengine - INFO - Epoch(train) [54][ 500/5005] lr: 5.8983e-02 eta: 4:36:30 time: 0.0536 data_time: 0.0060 memory: 947 loss: 2.0326 2022/11/27 05:51:17 - mmengine - INFO - Epoch(train) [54][ 600/5005] lr: 5.8958e-02 eta: 4:36:25 time: 0.0552 data_time: 0.0020 memory: 947 loss: 2.1042 2022/11/27 05:51:22 - mmengine - INFO - Epoch(train) [54][ 700/5005] lr: 5.8932e-02 eta: 4:36:21 time: 0.0453 data_time: 0.0017 memory: 947 loss: 2.3918 2022/11/27 05:51:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:51:28 - mmengine - INFO - Epoch(train) [54][ 800/5005] lr: 5.8906e-02 eta: 4:36:16 time: 0.0519 data_time: 0.0086 memory: 947 loss: 2.2044 2022/11/27 05:51:33 - mmengine - INFO - Epoch(train) [54][ 900/5005] lr: 5.8880e-02 eta: 4:36:11 time: 0.0455 data_time: 0.0021 memory: 947 loss: 2.0368 2022/11/27 05:51:38 - mmengine - INFO - Epoch(train) [54][1000/5005] lr: 5.8855e-02 eta: 4:36:06 time: 0.0494 data_time: 0.0016 memory: 947 loss: 2.0934 2022/11/27 05:51:43 - mmengine - INFO - Epoch(train) [54][1100/5005] lr: 5.8829e-02 eta: 4:36:01 time: 0.0571 data_time: 0.0017 memory: 947 loss: 2.3211 2022/11/27 05:51:48 - mmengine - INFO - Epoch(train) [54][1200/5005] lr: 5.8803e-02 eta: 4:35:56 time: 0.0497 data_time: 0.0018 memory: 947 loss: 2.1481 2022/11/27 05:51:53 - mmengine - INFO - Epoch(train) [54][1300/5005] lr: 5.8778e-02 eta: 4:35:51 time: 0.0568 data_time: 0.0019 memory: 947 loss: 2.1184 2022/11/27 05:51:58 - mmengine - INFO - Epoch(train) [54][1400/5005] lr: 5.8752e-02 eta: 4:35:46 time: 0.0443 data_time: 0.0017 memory: 947 loss: 2.2743 2022/11/27 05:52:03 - mmengine - INFO - Epoch(train) [54][1500/5005] lr: 5.8726e-02 eta: 4:35:40 time: 0.0433 data_time: 0.0017 memory: 947 loss: 1.9756 2022/11/27 05:52:07 - mmengine - INFO - Epoch(train) [54][1600/5005] lr: 5.8700e-02 eta: 4:35:35 time: 0.0478 data_time: 0.0017 memory: 947 loss: 2.2499 2022/11/27 05:52:12 - mmengine - INFO - Epoch(train) [54][1700/5005] lr: 5.8675e-02 eta: 4:35:30 time: 0.0443 data_time: 0.0017 memory: 947 loss: 2.0616 2022/11/27 05:52:14 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:52:17 - mmengine - INFO - Epoch(train) [54][1800/5005] lr: 5.8649e-02 eta: 4:35:25 time: 0.0476 data_time: 0.0060 memory: 947 loss: 2.0347 2022/11/27 05:52:22 - mmengine - INFO - Epoch(train) [54][1900/5005] lr: 5.8623e-02 eta: 4:35:20 time: 0.0435 data_time: 0.0017 memory: 947 loss: 2.2399 2022/11/27 05:52:27 - mmengine - INFO - Epoch(train) [54][2000/5005] lr: 5.8597e-02 eta: 4:35:15 time: 0.0484 data_time: 0.0020 memory: 947 loss: 2.3448 2022/11/27 05:52:32 - mmengine - INFO - Epoch(train) [54][2100/5005] lr: 5.8571e-02 eta: 4:35:10 time: 0.0456 data_time: 0.0022 memory: 947 loss: 2.1818 2022/11/27 05:52:37 - mmengine - INFO - Epoch(train) [54][2200/5005] lr: 5.8546e-02 eta: 4:35:05 time: 0.0455 data_time: 0.0018 memory: 947 loss: 2.3231 2022/11/27 05:52:42 - mmengine - INFO - Epoch(train) [54][2300/5005] lr: 5.8520e-02 eta: 4:35:00 time: 0.0432 data_time: 0.0019 memory: 947 loss: 2.0363 2022/11/27 05:52:47 - mmengine - INFO - Epoch(train) [54][2400/5005] lr: 5.8494e-02 eta: 4:34:54 time: 0.0485 data_time: 0.0021 memory: 947 loss: 2.1176 2022/11/27 05:52:52 - mmengine - INFO - Epoch(train) [54][2500/5005] lr: 5.8468e-02 eta: 4:34:49 time: 0.0485 data_time: 0.0018 memory: 947 loss: 2.3437 2022/11/27 05:52:56 - mmengine - INFO - Epoch(train) [54][2600/5005] lr: 5.8443e-02 eta: 4:34:44 time: 0.0457 data_time: 0.0026 memory: 947 loss: 2.1879 2022/11/27 05:53:02 - mmengine - INFO - Epoch(train) [54][2700/5005] lr: 5.8417e-02 eta: 4:34:39 time: 0.0574 data_time: 0.0018 memory: 947 loss: 2.0898 2022/11/27 05:53:03 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:53:07 - mmengine - INFO - Epoch(train) [54][2800/5005] lr: 5.8391e-02 eta: 4:34:34 time: 0.0474 data_time: 0.0019 memory: 947 loss: 1.9657 2022/11/27 05:53:12 - mmengine - INFO - Epoch(train) [54][2900/5005] lr: 5.8365e-02 eta: 4:34:29 time: 0.0611 data_time: 0.0015 memory: 947 loss: 2.1796 2022/11/27 05:53:17 - mmengine - INFO - Epoch(train) [54][3000/5005] lr: 5.8339e-02 eta: 4:34:25 time: 0.0486 data_time: 0.0018 memory: 947 loss: 2.1051 2022/11/27 05:53:22 - mmengine - INFO - Epoch(train) [54][3100/5005] lr: 5.8314e-02 eta: 4:34:20 time: 0.0561 data_time: 0.0149 memory: 947 loss: 2.1177 2022/11/27 05:53:27 - mmengine - INFO - Epoch(train) [54][3200/5005] lr: 5.8288e-02 eta: 4:34:15 time: 0.0549 data_time: 0.0041 memory: 947 loss: 2.2523 2022/11/27 05:53:33 - mmengine - INFO - Epoch(train) [54][3300/5005] lr: 5.8262e-02 eta: 4:34:10 time: 0.0535 data_time: 0.0015 memory: 947 loss: 2.2758 2022/11/27 05:53:38 - mmengine - INFO - Epoch(train) [54][3400/5005] lr: 5.8236e-02 eta: 4:34:06 time: 0.0453 data_time: 0.0019 memory: 947 loss: 2.2143 2022/11/27 05:53:43 - mmengine - INFO - Epoch(train) [54][3500/5005] lr: 5.8211e-02 eta: 4:34:01 time: 0.0467 data_time: 0.0021 memory: 947 loss: 2.2792 2022/11/27 05:53:49 - mmengine - INFO - Epoch(train) [54][3600/5005] lr: 5.8185e-02 eta: 4:33:57 time: 0.0574 data_time: 0.0017 memory: 947 loss: 2.0672 2022/11/27 05:53:54 - mmengine - INFO - Epoch(train) [54][3700/5005] lr: 5.8159e-02 eta: 4:33:52 time: 0.0454 data_time: 0.0015 memory: 947 loss: 2.0359 2022/11/27 05:53:55 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:53:58 - mmengine - INFO - Epoch(train) [54][3800/5005] lr: 5.8133e-02 eta: 4:33:46 time: 0.0480 data_time: 0.0019 memory: 947 loss: 2.0427 2022/11/27 05:54:04 - mmengine - INFO - Epoch(train) [54][3900/5005] lr: 5.8107e-02 eta: 4:33:42 time: 0.0757 data_time: 0.0018 memory: 947 loss: 2.3394 2022/11/27 05:54:08 - mmengine - INFO - Epoch(train) [54][4000/5005] lr: 5.8081e-02 eta: 4:33:36 time: 0.0543 data_time: 0.0017 memory: 947 loss: 2.0006 2022/11/27 05:54:13 - mmengine - INFO - Epoch(train) [54][4100/5005] lr: 5.8056e-02 eta: 4:33:31 time: 0.0517 data_time: 0.0053 memory: 947 loss: 2.2434 2022/11/27 05:54:18 - mmengine - INFO - Epoch(train) [54][4200/5005] lr: 5.8030e-02 eta: 4:33:26 time: 0.0465 data_time: 0.0019 memory: 947 loss: 2.2088 2022/11/27 05:54:23 - mmengine - INFO - Epoch(train) [54][4300/5005] lr: 5.8004e-02 eta: 4:33:21 time: 0.0506 data_time: 0.0019 memory: 947 loss: 2.2145 2022/11/27 05:54:28 - mmengine - INFO - Epoch(train) [54][4400/5005] lr: 5.7978e-02 eta: 4:33:16 time: 0.0539 data_time: 0.0016 memory: 947 loss: 2.0631 2022/11/27 05:54:33 - mmengine - INFO - Epoch(train) [54][4500/5005] lr: 5.7952e-02 eta: 4:33:11 time: 0.0445 data_time: 0.0017 memory: 947 loss: 2.1714 2022/11/27 05:54:38 - mmengine - INFO - Epoch(train) [54][4600/5005] lr: 5.7927e-02 eta: 4:33:06 time: 0.0487 data_time: 0.0019 memory: 947 loss: 2.3624 2022/11/27 05:54:43 - mmengine - INFO - Epoch(train) [54][4700/5005] lr: 5.7901e-02 eta: 4:33:01 time: 0.0533 data_time: 0.0018 memory: 947 loss: 2.2309 2022/11/27 05:54:45 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:54:48 - mmengine - INFO - Epoch(train) [54][4800/5005] lr: 5.7875e-02 eta: 4:32:56 time: 0.0453 data_time: 0.0020 memory: 947 loss: 2.1634 2022/11/27 05:54:53 - mmengine - INFO - Epoch(train) [54][4900/5005] lr: 5.7849e-02 eta: 4:32:51 time: 0.0467 data_time: 0.0019 memory: 947 loss: 2.1714 2022/11/27 05:54:58 - mmengine - INFO - Epoch(train) [54][5000/5005] lr: 5.7823e-02 eta: 4:32:46 time: 0.0439 data_time: 0.0024 memory: 947 loss: 2.1737 2022/11/27 05:54:58 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:54:58 - mmengine - INFO - Saving checkpoint at 54 epochs 2022/11/27 05:55:03 - mmengine - INFO - Epoch(val) [54][100/196] eta: 0:00:03 time: 0.0361 data_time: 0.0259 memory: 947 2022/11/27 05:55:15 - mmengine - INFO - Epoch(val) [54][196/196] accuracy/top1: 56.8560 accuracy/top5: 80.8840 2022/11/27 05:55:21 - mmengine - INFO - Epoch(train) [55][ 100/5005] lr: 5.7796e-02 eta: 4:32:41 time: 0.0478 data_time: 0.0016 memory: 947 loss: 2.0869 2022/11/27 05:55:26 - mmengine - INFO - Epoch(train) [55][ 200/5005] lr: 5.7770e-02 eta: 4:32:36 time: 0.0413 data_time: 0.0016 memory: 947 loss: 2.0191 2022/11/27 05:55:31 - mmengine - INFO - Epoch(train) [55][ 300/5005] lr: 5.7744e-02 eta: 4:32:31 time: 0.0644 data_time: 0.0018 memory: 947 loss: 2.1102 2022/11/27 05:55:36 - mmengine - INFO - Epoch(train) [55][ 400/5005] lr: 5.7719e-02 eta: 4:32:26 time: 0.0456 data_time: 0.0018 memory: 947 loss: 2.1262 2022/11/27 05:55:41 - mmengine - INFO - Epoch(train) [55][ 500/5005] lr: 5.7693e-02 eta: 4:32:21 time: 0.0486 data_time: 0.0021 memory: 947 loss: 1.9971 2022/11/27 05:55:46 - mmengine - INFO - Epoch(train) [55][ 600/5005] lr: 5.7667e-02 eta: 4:32:16 time: 0.0463 data_time: 0.0016 memory: 947 loss: 2.2096 2022/11/27 05:55:51 - mmengine - INFO - Epoch(train) [55][ 700/5005] lr: 5.7641e-02 eta: 4:32:11 time: 0.0437 data_time: 0.0017 memory: 947 loss: 1.9958 2022/11/27 05:55:53 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:55:56 - mmengine - INFO - Epoch(train) [55][ 800/5005] lr: 5.7615e-02 eta: 4:32:06 time: 0.0430 data_time: 0.0017 memory: 947 loss: 2.0657 2022/11/27 05:56:01 - mmengine - INFO - Epoch(train) [55][ 900/5005] lr: 5.7589e-02 eta: 4:32:01 time: 0.0644 data_time: 0.0019 memory: 947 loss: 2.3749 2022/11/27 05:56:06 - mmengine - INFO - Epoch(train) [55][1000/5005] lr: 5.7564e-02 eta: 4:31:56 time: 0.0460 data_time: 0.0018 memory: 947 loss: 1.9197 2022/11/27 05:56:11 - mmengine - INFO - Epoch(train) [55][1100/5005] lr: 5.7538e-02 eta: 4:31:51 time: 0.0460 data_time: 0.0020 memory: 947 loss: 2.2631 2022/11/27 05:56:17 - mmengine - INFO - Epoch(train) [55][1200/5005] lr: 5.7512e-02 eta: 4:31:47 time: 0.0444 data_time: 0.0019 memory: 947 loss: 2.1729 2022/11/27 05:56:22 - mmengine - INFO - Epoch(train) [55][1300/5005] lr: 5.7486e-02 eta: 4:31:42 time: 0.0504 data_time: 0.0017 memory: 947 loss: 2.0671 2022/11/27 05:56:27 - mmengine - INFO - Epoch(train) [55][1400/5005] lr: 5.7460e-02 eta: 4:31:37 time: 0.0466 data_time: 0.0021 memory: 947 loss: 2.2331 2022/11/27 05:56:32 - mmengine - INFO - Epoch(train) [55][1500/5005] lr: 5.7434e-02 eta: 4:31:32 time: 0.0536 data_time: 0.0016 memory: 947 loss: 2.3130 2022/11/27 05:56:37 - mmengine - INFO - Epoch(train) [55][1600/5005] lr: 5.7408e-02 eta: 4:31:27 time: 0.0463 data_time: 0.0022 memory: 947 loss: 2.1100 2022/11/27 05:56:42 - mmengine - INFO - Epoch(train) [55][1700/5005] lr: 5.7383e-02 eta: 4:31:22 time: 0.0456 data_time: 0.0017 memory: 947 loss: 2.3002 2022/11/27 05:56:43 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:56:47 - mmengine - INFO - Epoch(train) [55][1800/5005] lr: 5.7357e-02 eta: 4:31:17 time: 0.0655 data_time: 0.0059 memory: 947 loss: 2.3338 2022/11/27 05:56:52 - mmengine - INFO - Epoch(train) [55][1900/5005] lr: 5.7331e-02 eta: 4:31:12 time: 0.0459 data_time: 0.0017 memory: 947 loss: 2.0790 2022/11/27 05:56:57 - mmengine - INFO - Epoch(train) [55][2000/5005] lr: 5.7305e-02 eta: 4:31:06 time: 0.0478 data_time: 0.0022 memory: 947 loss: 2.1735 2022/11/27 05:57:01 - mmengine - INFO - Epoch(train) [55][2100/5005] lr: 5.7279e-02 eta: 4:31:01 time: 0.0447 data_time: 0.0017 memory: 947 loss: 1.9255 2022/11/27 05:57:06 - mmengine - INFO - Epoch(train) [55][2200/5005] lr: 5.7253e-02 eta: 4:30:56 time: 0.0483 data_time: 0.0018 memory: 947 loss: 2.0542 2022/11/27 05:57:11 - mmengine - INFO - Epoch(train) [55][2300/5005] lr: 5.7227e-02 eta: 4:30:51 time: 0.0490 data_time: 0.0022 memory: 947 loss: 1.9417 2022/11/27 05:57:16 - mmengine - INFO - Epoch(train) [55][2400/5005] lr: 5.7201e-02 eta: 4:30:46 time: 0.0457 data_time: 0.0016 memory: 947 loss: 2.3602 2022/11/27 05:57:21 - mmengine - INFO - Epoch(train) [55][2500/5005] lr: 5.7176e-02 eta: 4:30:41 time: 0.0416 data_time: 0.0016 memory: 947 loss: 2.1570 2022/11/27 05:57:26 - mmengine - INFO - Epoch(train) [55][2600/5005] lr: 5.7150e-02 eta: 4:30:36 time: 0.0470 data_time: 0.0018 memory: 947 loss: 2.1912 2022/11/27 05:57:32 - mmengine - INFO - Epoch(train) [55][2700/5005] lr: 5.7124e-02 eta: 4:30:31 time: 0.0482 data_time: 0.0021 memory: 947 loss: 2.2300 2022/11/27 05:57:33 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:57:36 - mmengine - INFO - Epoch(train) [55][2800/5005] lr: 5.7098e-02 eta: 4:30:26 time: 0.0449 data_time: 0.0019 memory: 947 loss: 2.2061 2022/11/27 05:57:42 - mmengine - INFO - Epoch(train) [55][2900/5005] lr: 5.7072e-02 eta: 4:30:22 time: 0.0447 data_time: 0.0021 memory: 947 loss: 2.0369 2022/11/27 05:57:47 - mmengine - INFO - Epoch(train) [55][3000/5005] lr: 5.7046e-02 eta: 4:30:17 time: 0.0426 data_time: 0.0017 memory: 947 loss: 1.9071 2022/11/27 05:57:52 - mmengine - INFO - Epoch(train) [55][3100/5005] lr: 5.7020e-02 eta: 4:30:12 time: 0.0567 data_time: 0.0018 memory: 947 loss: 2.0963 2022/11/27 05:57:57 - mmengine - INFO - Epoch(train) [55][3200/5005] lr: 5.6994e-02 eta: 4:30:07 time: 0.0536 data_time: 0.0016 memory: 947 loss: 2.1452 2022/11/27 05:58:03 - mmengine - INFO - Epoch(train) [55][3300/5005] lr: 5.6968e-02 eta: 4:30:02 time: 0.0549 data_time: 0.0018 memory: 947 loss: 2.0098 2022/11/27 05:58:08 - mmengine - INFO - Epoch(train) [55][3400/5005] lr: 5.6943e-02 eta: 4:29:58 time: 0.0497 data_time: 0.0018 memory: 947 loss: 2.0756 2022/11/27 05:58:13 - mmengine - INFO - Epoch(train) [55][3500/5005] lr: 5.6917e-02 eta: 4:29:53 time: 0.0533 data_time: 0.0016 memory: 947 loss: 2.3622 2022/11/27 05:58:18 - mmengine - INFO - Epoch(train) [55][3600/5005] lr: 5.6891e-02 eta: 4:29:48 time: 0.0473 data_time: 0.0021 memory: 947 loss: 2.1268 2022/11/27 05:58:23 - mmengine - INFO - Epoch(train) [55][3700/5005] lr: 5.6865e-02 eta: 4:29:43 time: 0.0651 data_time: 0.0016 memory: 947 loss: 1.8824 2022/11/27 05:58:25 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:58:29 - mmengine - INFO - Epoch(train) [55][3800/5005] lr: 5.6839e-02 eta: 4:29:38 time: 0.0470 data_time: 0.0018 memory: 947 loss: 1.9789 2022/11/27 05:58:34 - mmengine - INFO - Epoch(train) [55][3900/5005] lr: 5.6813e-02 eta: 4:29:33 time: 0.0577 data_time: 0.0017 memory: 947 loss: 2.0660 2022/11/27 05:58:39 - mmengine - INFO - Epoch(train) [55][4000/5005] lr: 5.6787e-02 eta: 4:29:28 time: 0.0531 data_time: 0.0017 memory: 947 loss: 2.1397 2022/11/27 05:58:44 - mmengine - INFO - Epoch(train) [55][4100/5005] lr: 5.6761e-02 eta: 4:29:24 time: 0.0762 data_time: 0.0017 memory: 947 loss: 2.1832 2022/11/27 05:58:49 - mmengine - INFO - Epoch(train) [55][4200/5005] lr: 5.6735e-02 eta: 4:29:19 time: 0.0501 data_time: 0.0020 memory: 947 loss: 2.0437 2022/11/27 05:58:54 - mmengine - INFO - Epoch(train) [55][4300/5005] lr: 5.6709e-02 eta: 4:29:14 time: 0.0487 data_time: 0.0019 memory: 947 loss: 2.3205 2022/11/27 05:58:59 - mmengine - INFO - Epoch(train) [55][4400/5005] lr: 5.6683e-02 eta: 4:29:09 time: 0.0440 data_time: 0.0018 memory: 947 loss: 2.1060 2022/11/27 05:59:04 - mmengine - INFO - Epoch(train) [55][4500/5005] lr: 5.6657e-02 eta: 4:29:04 time: 0.0469 data_time: 0.0017 memory: 947 loss: 2.2861 2022/11/27 05:59:09 - mmengine - INFO - Epoch(train) [55][4600/5005] lr: 5.6632e-02 eta: 4:28:59 time: 0.0459 data_time: 0.0017 memory: 947 loss: 2.3428 2022/11/27 05:59:14 - mmengine - INFO - Epoch(train) [55][4700/5005] lr: 5.6606e-02 eta: 4:28:54 time: 0.0472 data_time: 0.0019 memory: 947 loss: 2.1020 2022/11/27 05:59:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:59:19 - mmengine - INFO - Epoch(train) [55][4800/5005] lr: 5.6580e-02 eta: 4:28:49 time: 0.0420 data_time: 0.0020 memory: 947 loss: 2.2202 2022/11/27 05:59:24 - mmengine - INFO - Epoch(train) [55][4900/5005] lr: 5.6554e-02 eta: 4:28:44 time: 0.0497 data_time: 0.0017 memory: 947 loss: 2.3515 2022/11/27 05:59:29 - mmengine - INFO - Epoch(train) [55][5000/5005] lr: 5.6528e-02 eta: 4:28:39 time: 0.0435 data_time: 0.0024 memory: 947 loss: 2.2208 2022/11/27 05:59:29 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 05:59:29 - mmengine - INFO - Saving checkpoint at 55 epochs 2022/11/27 05:59:34 - mmengine - INFO - Epoch(val) [55][100/196] eta: 0:00:03 time: 0.0369 data_time: 0.0253 memory: 947 2022/11/27 05:59:47 - mmengine - INFO - Epoch(val) [55][196/196] accuracy/top1: 57.0320 accuracy/top5: 80.7820 2022/11/27 05:59:52 - mmengine - INFO - Epoch(train) [56][ 100/5005] lr: 5.6501e-02 eta: 4:28:34 time: 0.0484 data_time: 0.0017 memory: 947 loss: 1.8941 2022/11/27 05:59:57 - mmengine - INFO - Epoch(train) [56][ 200/5005] lr: 5.6475e-02 eta: 4:28:29 time: 0.0468 data_time: 0.0020 memory: 947 loss: 2.0189 2022/11/27 06:00:02 - mmengine - INFO - Epoch(train) [56][ 300/5005] lr: 5.6449e-02 eta: 4:28:24 time: 0.0474 data_time: 0.0019 memory: 947 loss: 2.2816 2022/11/27 06:00:07 - mmengine - INFO - Epoch(train) [56][ 400/5005] lr: 5.6423e-02 eta: 4:28:19 time: 0.0672 data_time: 0.0016 memory: 947 loss: 2.1426 2022/11/27 06:00:12 - mmengine - INFO - Epoch(train) [56][ 500/5005] lr: 5.6397e-02 eta: 4:28:14 time: 0.0485 data_time: 0.0017 memory: 947 loss: 1.8889 2022/11/27 06:00:17 - mmengine - INFO - Epoch(train) [56][ 600/5005] lr: 5.6371e-02 eta: 4:28:09 time: 0.0531 data_time: 0.0019 memory: 947 loss: 2.1497 2022/11/27 06:00:22 - mmengine - INFO - Epoch(train) [56][ 700/5005] lr: 5.6345e-02 eta: 4:28:04 time: 0.0459 data_time: 0.0019 memory: 947 loss: 2.1046 2022/11/27 06:00:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:00:27 - mmengine - INFO - Epoch(train) [56][ 800/5005] lr: 5.6319e-02 eta: 4:27:59 time: 0.0444 data_time: 0.0021 memory: 947 loss: 2.1181 2022/11/27 06:00:32 - mmengine - INFO - Epoch(train) [56][ 900/5005] lr: 5.6293e-02 eta: 4:27:54 time: 0.0481 data_time: 0.0020 memory: 947 loss: 1.9203 2022/11/27 06:00:37 - mmengine - INFO - Epoch(train) [56][1000/5005] lr: 5.6267e-02 eta: 4:27:50 time: 0.0510 data_time: 0.0018 memory: 947 loss: 2.1495 2022/11/27 06:00:43 - mmengine - INFO - Epoch(train) [56][1100/5005] lr: 5.6241e-02 eta: 4:27:45 time: 0.0562 data_time: 0.0016 memory: 947 loss: 1.9065 2022/11/27 06:00:48 - mmengine - INFO - Epoch(train) [56][1200/5005] lr: 5.6215e-02 eta: 4:27:40 time: 0.0468 data_time: 0.0021 memory: 947 loss: 2.0222 2022/11/27 06:00:53 - mmengine - INFO - Epoch(train) [56][1300/5005] lr: 5.6189e-02 eta: 4:27:35 time: 0.0446 data_time: 0.0018 memory: 947 loss: 2.0552 2022/11/27 06:00:58 - mmengine - INFO - Epoch(train) [56][1400/5005] lr: 5.6163e-02 eta: 4:27:30 time: 0.0430 data_time: 0.0017 memory: 947 loss: 2.1728 2022/11/27 06:01:03 - mmengine - INFO - Epoch(train) [56][1500/5005] lr: 5.6137e-02 eta: 4:27:25 time: 0.0463 data_time: 0.0023 memory: 947 loss: 1.9904 2022/11/27 06:01:08 - mmengine - INFO - Epoch(train) [56][1600/5005] lr: 5.6111e-02 eta: 4:27:20 time: 0.0458 data_time: 0.0017 memory: 947 loss: 2.3960 2022/11/27 06:01:13 - mmengine - INFO - Epoch(train) [56][1700/5005] lr: 5.6086e-02 eta: 4:27:15 time: 0.0505 data_time: 0.0017 memory: 947 loss: 2.2798 2022/11/27 06:01:14 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:01:18 - mmengine - INFO - Epoch(train) [56][1800/5005] lr: 5.6060e-02 eta: 4:27:10 time: 0.0505 data_time: 0.0017 memory: 947 loss: 2.0698 2022/11/27 06:01:23 - mmengine - INFO - Epoch(train) [56][1900/5005] lr: 5.6034e-02 eta: 4:27:05 time: 0.0478 data_time: 0.0018 memory: 947 loss: 2.2927 2022/11/27 06:01:29 - mmengine - INFO - Epoch(train) [56][2000/5005] lr: 5.6008e-02 eta: 4:27:01 time: 0.0666 data_time: 0.0018 memory: 947 loss: 2.1760 2022/11/27 06:01:34 - mmengine - INFO - Epoch(train) [56][2100/5005] lr: 5.5982e-02 eta: 4:26:56 time: 0.0443 data_time: 0.0018 memory: 947 loss: 2.0757 2022/11/27 06:01:39 - mmengine - INFO - Epoch(train) [56][2200/5005] lr: 5.5956e-02 eta: 4:26:51 time: 0.0456 data_time: 0.0019 memory: 947 loss: 2.0610 2022/11/27 06:01:44 - mmengine - INFO - Epoch(train) [56][2300/5005] lr: 5.5930e-02 eta: 4:26:46 time: 0.0549 data_time: 0.0022 memory: 947 loss: 1.9670 2022/11/27 06:01:49 - mmengine - INFO - Epoch(train) [56][2400/5005] lr: 5.5904e-02 eta: 4:26:41 time: 0.0769 data_time: 0.0017 memory: 947 loss: 2.1878 2022/11/27 06:01:54 - mmengine - INFO - Epoch(train) [56][2500/5005] lr: 5.5878e-02 eta: 4:26:36 time: 0.0490 data_time: 0.0020 memory: 947 loss: 2.0714 2022/11/27 06:01:59 - mmengine - INFO - Epoch(train) [56][2600/5005] lr: 5.5852e-02 eta: 4:26:31 time: 0.0469 data_time: 0.0019 memory: 947 loss: 2.0045 2022/11/27 06:02:04 - mmengine - INFO - Epoch(train) [56][2700/5005] lr: 5.5826e-02 eta: 4:26:26 time: 0.0516 data_time: 0.0018 memory: 947 loss: 2.2129 2022/11/27 06:02:05 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:02:09 - mmengine - INFO - Epoch(train) [56][2800/5005] lr: 5.5800e-02 eta: 4:26:21 time: 0.0553 data_time: 0.0017 memory: 947 loss: 2.3579 2022/11/27 06:02:14 - mmengine - INFO - Epoch(train) [56][2900/5005] lr: 5.5774e-02 eta: 4:26:16 time: 0.0507 data_time: 0.0019 memory: 947 loss: 2.0668 2022/11/27 06:02:19 - mmengine - INFO - Epoch(train) [56][3000/5005] lr: 5.5748e-02 eta: 4:26:11 time: 0.0462 data_time: 0.0017 memory: 947 loss: 2.1348 2022/11/27 06:02:24 - mmengine - INFO - Epoch(train) [56][3100/5005] lr: 5.5722e-02 eta: 4:26:06 time: 0.0508 data_time: 0.0030 memory: 947 loss: 2.1549 2022/11/27 06:02:29 - mmengine - INFO - Epoch(train) [56][3200/5005] lr: 5.5696e-02 eta: 4:26:01 time: 0.0455 data_time: 0.0019 memory: 947 loss: 2.1676 2022/11/27 06:02:34 - mmengine - INFO - Epoch(train) [56][3300/5005] lr: 5.5670e-02 eta: 4:25:57 time: 0.0512 data_time: 0.0017 memory: 947 loss: 2.3229 2022/11/27 06:02:40 - mmengine - INFO - Epoch(train) [56][3400/5005] lr: 5.5644e-02 eta: 4:25:52 time: 0.0447 data_time: 0.0016 memory: 947 loss: 2.2125 2022/11/27 06:02:44 - mmengine - INFO - Epoch(train) [56][3500/5005] lr: 5.5618e-02 eta: 4:25:47 time: 0.0523 data_time: 0.0022 memory: 947 loss: 2.1247 2022/11/27 06:02:49 - mmengine - INFO - Epoch(train) [56][3600/5005] lr: 5.5592e-02 eta: 4:25:41 time: 0.0481 data_time: 0.0018 memory: 947 loss: 2.0578 2022/11/27 06:02:55 - mmengine - INFO - Epoch(train) [56][3700/5005] lr: 5.5566e-02 eta: 4:25:37 time: 0.0507 data_time: 0.0022 memory: 947 loss: 1.9849 2022/11/27 06:02:56 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:03:00 - mmengine - INFO - Epoch(train) [56][3800/5005] lr: 5.5540e-02 eta: 4:25:32 time: 0.0445 data_time: 0.0022 memory: 947 loss: 2.0233 2022/11/27 06:03:05 - mmengine - INFO - Epoch(train) [56][3900/5005] lr: 5.5514e-02 eta: 4:25:27 time: 0.0692 data_time: 0.0017 memory: 947 loss: 2.0603 2022/11/27 06:03:10 - mmengine - INFO - Epoch(train) [56][4000/5005] lr: 5.5488e-02 eta: 4:25:22 time: 0.0464 data_time: 0.0019 memory: 947 loss: 2.2013 2022/11/27 06:03:15 - mmengine - INFO - Epoch(train) [56][4100/5005] lr: 5.5462e-02 eta: 4:25:17 time: 0.0519 data_time: 0.0018 memory: 947 loss: 2.0858 2022/11/27 06:03:20 - mmengine - INFO - Epoch(train) [56][4200/5005] lr: 5.5436e-02 eta: 4:25:12 time: 0.0479 data_time: 0.0019 memory: 947 loss: 2.2666 2022/11/27 06:03:25 - mmengine - INFO - Epoch(train) [56][4300/5005] lr: 5.5410e-02 eta: 4:25:07 time: 0.0620 data_time: 0.0018 memory: 947 loss: 1.9612 2022/11/27 06:03:30 - mmengine - INFO - Epoch(train) [56][4400/5005] lr: 5.5384e-02 eta: 4:25:02 time: 0.0496 data_time: 0.0017 memory: 947 loss: 1.9390 2022/11/27 06:03:35 - mmengine - INFO - Epoch(train) [56][4500/5005] lr: 5.5358e-02 eta: 4:24:57 time: 0.0471 data_time: 0.0017 memory: 947 loss: 1.9306 2022/11/27 06:03:41 - mmengine - INFO - Epoch(train) [56][4600/5005] lr: 5.5332e-02 eta: 4:24:53 time: 0.0758 data_time: 0.0016 memory: 947 loss: 2.3866 2022/11/27 06:03:45 - mmengine - INFO - Epoch(train) [56][4700/5005] lr: 5.5306e-02 eta: 4:24:47 time: 0.0459 data_time: 0.0021 memory: 947 loss: 2.1647 2022/11/27 06:03:47 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:03:51 - mmengine - INFO - Epoch(train) [56][4800/5005] lr: 5.5280e-02 eta: 4:24:43 time: 0.0456 data_time: 0.0018 memory: 947 loss: 2.4393 2022/11/27 06:03:56 - mmengine - INFO - Epoch(train) [56][4900/5005] lr: 5.5254e-02 eta: 4:24:38 time: 0.0550 data_time: 0.0018 memory: 947 loss: 1.8550 2022/11/27 06:04:01 - mmengine - INFO - Epoch(train) [56][5000/5005] lr: 5.5228e-02 eta: 4:24:33 time: 0.0416 data_time: 0.0026 memory: 947 loss: 2.2553 2022/11/27 06:04:01 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:04:01 - mmengine - INFO - Saving checkpoint at 56 epochs 2022/11/27 06:04:05 - mmengine - INFO - Epoch(val) [56][100/196] eta: 0:00:03 time: 0.0382 data_time: 0.0281 memory: 947 2022/11/27 06:04:18 - mmengine - INFO - Epoch(val) [56][196/196] accuracy/top1: 57.4400 accuracy/top5: 81.2780 2022/11/27 06:04:23 - mmengine - INFO - Epoch(train) [57][ 100/5005] lr: 5.5201e-02 eta: 4:24:28 time: 0.0470 data_time: 0.0022 memory: 947 loss: 2.1627 2022/11/27 06:04:29 - mmengine - INFO - Epoch(train) [57][ 200/5005] lr: 5.5175e-02 eta: 4:24:23 time: 0.0486 data_time: 0.0020 memory: 947 loss: 2.2780 2022/11/27 06:04:34 - mmengine - INFO - Epoch(train) [57][ 300/5005] lr: 5.5149e-02 eta: 4:24:18 time: 0.0580 data_time: 0.0034 memory: 947 loss: 2.2219 2022/11/27 06:04:39 - mmengine - INFO - Epoch(train) [57][ 400/5005] lr: 5.5123e-02 eta: 4:24:13 time: 0.0561 data_time: 0.0019 memory: 947 loss: 2.2087 2022/11/27 06:04:44 - mmengine - INFO - Epoch(train) [57][ 500/5005] lr: 5.5097e-02 eta: 4:24:08 time: 0.0515 data_time: 0.0091 memory: 947 loss: 2.1742 2022/11/27 06:04:49 - mmengine - INFO - Epoch(train) [57][ 600/5005] lr: 5.5071e-02 eta: 4:24:03 time: 0.0444 data_time: 0.0016 memory: 947 loss: 2.0255 2022/11/27 06:04:53 - mmengine - INFO - Epoch(train) [57][ 700/5005] lr: 5.5045e-02 eta: 4:23:58 time: 0.0461 data_time: 0.0021 memory: 947 loss: 2.1093 2022/11/27 06:04:55 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:04:59 - mmengine - INFO - Epoch(train) [57][ 800/5005] lr: 5.5019e-02 eta: 4:23:53 time: 0.0460 data_time: 0.0019 memory: 947 loss: 2.1549 2022/11/27 06:05:04 - mmengine - INFO - Epoch(train) [57][ 900/5005] lr: 5.4993e-02 eta: 4:23:48 time: 0.0460 data_time: 0.0020 memory: 947 loss: 1.9452 2022/11/27 06:05:09 - mmengine - INFO - Epoch(train) [57][1000/5005] lr: 5.4967e-02 eta: 4:23:43 time: 0.0442 data_time: 0.0018 memory: 947 loss: 2.0330 2022/11/27 06:05:13 - mmengine - INFO - Epoch(train) [57][1100/5005] lr: 5.4940e-02 eta: 4:23:37 time: 0.0510 data_time: 0.0018 memory: 947 loss: 2.0009 2022/11/27 06:05:18 - mmengine - INFO - Epoch(train) [57][1200/5005] lr: 5.4914e-02 eta: 4:23:32 time: 0.0487 data_time: 0.0017 memory: 947 loss: 1.9275 2022/11/27 06:05:23 - mmengine - INFO - Epoch(train) [57][1300/5005] lr: 5.4888e-02 eta: 4:23:28 time: 0.0478 data_time: 0.0020 memory: 947 loss: 2.1019 2022/11/27 06:05:28 - mmengine - INFO - Epoch(train) [57][1400/5005] lr: 5.4862e-02 eta: 4:23:23 time: 0.0434 data_time: 0.0020 memory: 947 loss: 2.2712 2022/11/27 06:05:34 - mmengine - INFO - Epoch(train) [57][1500/5005] lr: 5.4836e-02 eta: 4:23:18 time: 0.0421 data_time: 0.0018 memory: 947 loss: 2.2987 2022/11/27 06:05:39 - mmengine - INFO - Epoch(train) [57][1600/5005] lr: 5.4810e-02 eta: 4:23:13 time: 0.0454 data_time: 0.0021 memory: 947 loss: 2.2010 2022/11/27 06:05:44 - mmengine - INFO - Epoch(train) [57][1700/5005] lr: 5.4784e-02 eta: 4:23:08 time: 0.0610 data_time: 0.0019 memory: 947 loss: 1.9805 2022/11/27 06:05:45 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:05:49 - mmengine - INFO - Epoch(train) [57][1800/5005] lr: 5.4758e-02 eta: 4:23:03 time: 0.0487 data_time: 0.0016 memory: 947 loss: 2.1876 2022/11/27 06:05:54 - mmengine - INFO - Epoch(train) [57][1900/5005] lr: 5.4732e-02 eta: 4:22:58 time: 0.0552 data_time: 0.0018 memory: 947 loss: 2.3337 2022/11/27 06:06:00 - mmengine - INFO - Epoch(train) [57][2000/5005] lr: 5.4706e-02 eta: 4:22:54 time: 0.0436 data_time: 0.0018 memory: 947 loss: 2.0699 2022/11/27 06:06:05 - mmengine - INFO - Epoch(train) [57][2100/5005] lr: 5.4680e-02 eta: 4:22:49 time: 0.0465 data_time: 0.0040 memory: 947 loss: 2.2348 2022/11/27 06:06:10 - mmengine - INFO - Epoch(train) [57][2200/5005] lr: 5.4654e-02 eta: 4:22:44 time: 0.0443 data_time: 0.0022 memory: 947 loss: 2.0909 2022/11/27 06:06:15 - mmengine - INFO - Epoch(train) [57][2300/5005] lr: 5.4628e-02 eta: 4:22:39 time: 0.0482 data_time: 0.0053 memory: 947 loss: 2.1307 2022/11/27 06:06:20 - mmengine - INFO - Epoch(train) [57][2400/5005] lr: 5.4602e-02 eta: 4:22:34 time: 0.0545 data_time: 0.0021 memory: 947 loss: 1.9634 2022/11/27 06:06:25 - mmengine - INFO - Epoch(train) [57][2500/5005] lr: 5.4576e-02 eta: 4:22:29 time: 0.0468 data_time: 0.0019 memory: 947 loss: 2.1097 2022/11/27 06:06:30 - mmengine - INFO - Epoch(train) [57][2600/5005] lr: 5.4550e-02 eta: 4:22:24 time: 0.0453 data_time: 0.0021 memory: 947 loss: 2.0883 2022/11/27 06:06:35 - mmengine - INFO - Epoch(train) [57][2700/5005] lr: 5.4524e-02 eta: 4:22:19 time: 0.0525 data_time: 0.0020 memory: 947 loss: 1.9122 2022/11/27 06:06:36 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:06:40 - mmengine - INFO - Epoch(train) [57][2800/5005] lr: 5.4498e-02 eta: 4:22:14 time: 0.0474 data_time: 0.0022 memory: 947 loss: 2.2547 2022/11/27 06:06:45 - mmengine - INFO - Epoch(train) [57][2900/5005] lr: 5.4472e-02 eta: 4:22:09 time: 0.0615 data_time: 0.0232 memory: 947 loss: 2.5747 2022/11/27 06:06:50 - mmengine - INFO - Epoch(train) [57][3000/5005] lr: 5.4446e-02 eta: 4:22:04 time: 0.0464 data_time: 0.0021 memory: 947 loss: 2.1858 2022/11/27 06:06:55 - mmengine - INFO - Epoch(train) [57][3100/5005] lr: 5.4420e-02 eta: 4:21:59 time: 0.0417 data_time: 0.0017 memory: 947 loss: 2.1593 2022/11/27 06:06:59 - mmengine - INFO - Epoch(train) [57][3200/5005] lr: 5.4394e-02 eta: 4:21:53 time: 0.0469 data_time: 0.0018 memory: 947 loss: 2.2257 2022/11/27 06:07:04 - mmengine - INFO - Epoch(train) [57][3300/5005] lr: 5.4368e-02 eta: 4:21:48 time: 0.0493 data_time: 0.0018 memory: 947 loss: 2.2029 2022/11/27 06:07:10 - mmengine - INFO - Epoch(train) [57][3400/5005] lr: 5.4342e-02 eta: 4:21:44 time: 0.0491 data_time: 0.0019 memory: 947 loss: 2.2658 2022/11/27 06:07:15 - mmengine - INFO - Epoch(train) [57][3500/5005] lr: 5.4315e-02 eta: 4:21:39 time: 0.0450 data_time: 0.0019 memory: 947 loss: 2.2310 2022/11/27 06:07:20 - mmengine - INFO - Epoch(train) [57][3600/5005] lr: 5.4289e-02 eta: 4:21:35 time: 0.0499 data_time: 0.0017 memory: 947 loss: 2.3399 2022/11/27 06:07:25 - mmengine - INFO - Epoch(train) [57][3700/5005] lr: 5.4263e-02 eta: 4:21:29 time: 0.0445 data_time: 0.0019 memory: 947 loss: 2.1040 2022/11/27 06:07:26 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:07:30 - mmengine - INFO - Epoch(train) [57][3800/5005] lr: 5.4237e-02 eta: 4:21:24 time: 0.0473 data_time: 0.0018 memory: 947 loss: 2.2055 2022/11/27 06:07:35 - mmengine - INFO - Epoch(train) [57][3900/5005] lr: 5.4211e-02 eta: 4:21:19 time: 0.0588 data_time: 0.0018 memory: 947 loss: 2.2833 2022/11/27 06:07:40 - mmengine - INFO - Epoch(train) [57][4000/5005] lr: 5.4185e-02 eta: 4:21:14 time: 0.0465 data_time: 0.0019 memory: 947 loss: 2.1107 2022/11/27 06:07:45 - mmengine - INFO - Epoch(train) [57][4100/5005] lr: 5.4159e-02 eta: 4:21:09 time: 0.0464 data_time: 0.0019 memory: 947 loss: 2.0747 2022/11/27 06:07:50 - mmengine - INFO - Epoch(train) [57][4200/5005] lr: 5.4133e-02 eta: 4:21:04 time: 0.0441 data_time: 0.0019 memory: 947 loss: 1.8151 2022/11/27 06:07:56 - mmengine - INFO - Epoch(train) [57][4300/5005] lr: 5.4107e-02 eta: 4:20:59 time: 0.0483 data_time: 0.0018 memory: 947 loss: 2.1798 2022/11/27 06:08:01 - mmengine - INFO - Epoch(train) [57][4400/5005] lr: 5.4081e-02 eta: 4:20:55 time: 0.0463 data_time: 0.0018 memory: 947 loss: 2.0558 2022/11/27 06:08:06 - mmengine - INFO - Epoch(train) [57][4500/5005] lr: 5.4055e-02 eta: 4:20:50 time: 0.0579 data_time: 0.0017 memory: 947 loss: 1.9973 2022/11/27 06:08:11 - mmengine - INFO - Epoch(train) [57][4600/5005] lr: 5.4029e-02 eta: 4:20:45 time: 0.0476 data_time: 0.0017 memory: 947 loss: 2.0703 2022/11/27 06:08:16 - mmengine - INFO - Epoch(train) [57][4700/5005] lr: 5.4003e-02 eta: 4:20:39 time: 0.0448 data_time: 0.0017 memory: 947 loss: 2.2683 2022/11/27 06:08:16 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:08:20 - mmengine - INFO - Epoch(train) [57][4800/5005] lr: 5.3977e-02 eta: 4:20:34 time: 0.0442 data_time: 0.0021 memory: 947 loss: 2.0526 2022/11/27 06:08:26 - mmengine - INFO - Epoch(train) [57][4900/5005] lr: 5.3951e-02 eta: 4:20:30 time: 0.0470 data_time: 0.0019 memory: 947 loss: 2.2025 2022/11/27 06:08:31 - mmengine - INFO - Epoch(train) [57][5000/5005] lr: 5.3925e-02 eta: 4:20:25 time: 0.0458 data_time: 0.0020 memory: 947 loss: 2.3172 2022/11/27 06:08:31 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:08:31 - mmengine - INFO - Saving checkpoint at 57 epochs 2022/11/27 06:08:36 - mmengine - INFO - Epoch(val) [57][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0237 memory: 947 2022/11/27 06:08:48 - mmengine - INFO - Epoch(val) [57][196/196] accuracy/top1: 57.6220 accuracy/top5: 81.6180 2022/11/27 06:08:54 - mmengine - INFO - Epoch(train) [58][ 100/5005] lr: 5.3897e-02 eta: 4:20:20 time: 0.0458 data_time: 0.0024 memory: 947 loss: 1.9645 2022/11/27 06:08:59 - mmengine - INFO - Epoch(train) [58][ 200/5005] lr: 5.3871e-02 eta: 4:20:15 time: 0.0451 data_time: 0.0019 memory: 947 loss: 2.1278 2022/11/27 06:09:04 - mmengine - INFO - Epoch(train) [58][ 300/5005] lr: 5.3845e-02 eta: 4:20:10 time: 0.0424 data_time: 0.0018 memory: 947 loss: 2.2111 2022/11/27 06:09:09 - mmengine - INFO - Epoch(train) [58][ 400/5005] lr: 5.3819e-02 eta: 4:20:05 time: 0.0513 data_time: 0.0017 memory: 947 loss: 2.1465 2022/11/27 06:09:14 - mmengine - INFO - Epoch(train) [58][ 500/5005] lr: 5.3793e-02 eta: 4:20:00 time: 0.0567 data_time: 0.0016 memory: 947 loss: 1.9623 2022/11/27 06:09:19 - mmengine - INFO - Epoch(train) [58][ 600/5005] lr: 5.3767e-02 eta: 4:19:55 time: 0.0445 data_time: 0.0018 memory: 947 loss: 2.1414 2022/11/27 06:09:24 - mmengine - INFO - Epoch(train) [58][ 700/5005] lr: 5.3741e-02 eta: 4:19:50 time: 0.0450 data_time: 0.0040 memory: 947 loss: 2.1495 2022/11/27 06:09:25 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:09:29 - mmengine - INFO - Epoch(train) [58][ 800/5005] lr: 5.3715e-02 eta: 4:19:45 time: 0.0459 data_time: 0.0019 memory: 947 loss: 2.2169 2022/11/27 06:09:34 - mmengine - INFO - Epoch(train) [58][ 900/5005] lr: 5.3689e-02 eta: 4:19:41 time: 0.0512 data_time: 0.0021 memory: 947 loss: 2.2410 2022/11/27 06:09:40 - mmengine - INFO - Epoch(train) [58][1000/5005] lr: 5.3662e-02 eta: 4:19:36 time: 0.0464 data_time: 0.0018 memory: 947 loss: 2.0825 2022/11/27 06:09:45 - mmengine - INFO - Epoch(train) [58][1100/5005] lr: 5.3636e-02 eta: 4:19:31 time: 0.0467 data_time: 0.0059 memory: 947 loss: 2.3221 2022/11/27 06:09:50 - mmengine - INFO - Epoch(train) [58][1200/5005] lr: 5.3610e-02 eta: 4:19:26 time: 0.0481 data_time: 0.0018 memory: 947 loss: 2.2602 2022/11/27 06:09:55 - mmengine - INFO - Epoch(train) [58][1300/5005] lr: 5.3584e-02 eta: 4:19:21 time: 0.0497 data_time: 0.0060 memory: 947 loss: 1.9173 2022/11/27 06:10:00 - mmengine - INFO - Epoch(train) [58][1400/5005] lr: 5.3558e-02 eta: 4:19:16 time: 0.0585 data_time: 0.0016 memory: 947 loss: 2.0155 2022/11/27 06:10:05 - mmengine - INFO - Epoch(train) [58][1500/5005] lr: 5.3532e-02 eta: 4:19:11 time: 0.0489 data_time: 0.0022 memory: 947 loss: 2.0529 2022/11/27 06:10:10 - mmengine - INFO - Epoch(train) [58][1600/5005] lr: 5.3506e-02 eta: 4:19:06 time: 0.0449 data_time: 0.0027 memory: 947 loss: 2.1660 2022/11/27 06:10:15 - mmengine - INFO - Epoch(train) [58][1700/5005] lr: 5.3480e-02 eta: 4:19:01 time: 0.0545 data_time: 0.0017 memory: 947 loss: 1.8922 2022/11/27 06:10:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:10:20 - mmengine - INFO - Epoch(train) [58][1800/5005] lr: 5.3454e-02 eta: 4:18:56 time: 0.0468 data_time: 0.0019 memory: 947 loss: 1.9665 2022/11/27 06:10:24 - mmengine - INFO - Epoch(train) [58][1900/5005] lr: 5.3428e-02 eta: 4:18:50 time: 0.0437 data_time: 0.0018 memory: 947 loss: 1.7910 2022/11/27 06:10:29 - mmengine - INFO - Epoch(train) [58][2000/5005] lr: 5.3402e-02 eta: 4:18:45 time: 0.0470 data_time: 0.0018 memory: 947 loss: 2.0014 2022/11/27 06:10:34 - mmengine - INFO - Epoch(train) [58][2100/5005] lr: 5.3375e-02 eta: 4:18:40 time: 0.0453 data_time: 0.0031 memory: 947 loss: 2.1001 2022/11/27 06:10:39 - mmengine - INFO - Epoch(train) [58][2200/5005] lr: 5.3349e-02 eta: 4:18:35 time: 0.0446 data_time: 0.0018 memory: 947 loss: 1.9471 2022/11/27 06:10:44 - mmengine - INFO - Epoch(train) [58][2300/5005] lr: 5.3323e-02 eta: 4:18:30 time: 0.0485 data_time: 0.0017 memory: 947 loss: 2.1491 2022/11/27 06:10:49 - mmengine - INFO - Epoch(train) [58][2400/5005] lr: 5.3297e-02 eta: 4:18:25 time: 0.0467 data_time: 0.0017 memory: 947 loss: 2.1956 2022/11/27 06:10:55 - mmengine - INFO - Epoch(train) [58][2500/5005] lr: 5.3271e-02 eta: 4:18:21 time: 0.0459 data_time: 0.0024 memory: 947 loss: 2.0783 2022/11/27 06:11:00 - mmengine - INFO - Epoch(train) [58][2600/5005] lr: 5.3245e-02 eta: 4:18:16 time: 0.0454 data_time: 0.0019 memory: 947 loss: 2.3071 2022/11/27 06:11:05 - mmengine - INFO - Epoch(train) [58][2700/5005] lr: 5.3219e-02 eta: 4:18:11 time: 0.0527 data_time: 0.0017 memory: 947 loss: 2.2273 2022/11/27 06:11:06 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:11:10 - mmengine - INFO - Epoch(train) [58][2800/5005] lr: 5.3193e-02 eta: 4:18:06 time: 0.0454 data_time: 0.0021 memory: 947 loss: 2.0964 2022/11/27 06:11:15 - mmengine - INFO - Epoch(train) [58][2900/5005] lr: 5.3167e-02 eta: 4:18:01 time: 0.0449 data_time: 0.0018 memory: 947 loss: 2.2311 2022/11/27 06:11:21 - mmengine - INFO - Epoch(train) [58][3000/5005] lr: 5.3141e-02 eta: 4:17:56 time: 0.0400 data_time: 0.0016 memory: 947 loss: 1.8780 2022/11/27 06:11:26 - mmengine - INFO - Epoch(train) [58][3100/5005] lr: 5.3114e-02 eta: 4:17:52 time: 0.0461 data_time: 0.0020 memory: 947 loss: 2.0408 2022/11/27 06:11:30 - mmengine - INFO - Epoch(train) [58][3200/5005] lr: 5.3088e-02 eta: 4:17:46 time: 0.0459 data_time: 0.0019 memory: 947 loss: 2.2265 2022/11/27 06:11:36 - mmengine - INFO - Epoch(train) [58][3300/5005] lr: 5.3062e-02 eta: 4:17:42 time: 0.0531 data_time: 0.0017 memory: 947 loss: 2.1957 2022/11/27 06:11:41 - mmengine - INFO - Epoch(train) [58][3400/5005] lr: 5.3036e-02 eta: 4:17:37 time: 0.0472 data_time: 0.0019 memory: 947 loss: 2.0688 2022/11/27 06:11:46 - mmengine - INFO - Epoch(train) [58][3500/5005] lr: 5.3010e-02 eta: 4:17:32 time: 0.0478 data_time: 0.0057 memory: 947 loss: 2.0055 2022/11/27 06:11:51 - mmengine - INFO - Epoch(train) [58][3600/5005] lr: 5.2984e-02 eta: 4:17:27 time: 0.0443 data_time: 0.0020 memory: 947 loss: 2.1901 2022/11/27 06:11:56 - mmengine - INFO - Epoch(train) [58][3700/5005] lr: 5.2958e-02 eta: 4:17:22 time: 0.0508 data_time: 0.0019 memory: 947 loss: 2.1200 2022/11/27 06:11:57 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:12:01 - mmengine - INFO - Epoch(train) [58][3800/5005] lr: 5.2932e-02 eta: 4:17:17 time: 0.0440 data_time: 0.0019 memory: 947 loss: 1.9940 2022/11/27 06:12:06 - mmengine - INFO - Epoch(train) [58][3900/5005] lr: 5.2906e-02 eta: 4:17:12 time: 0.0592 data_time: 0.0019 memory: 947 loss: 2.1544 2022/11/27 06:12:11 - mmengine - INFO - Epoch(train) [58][4000/5005] lr: 5.2880e-02 eta: 4:17:07 time: 0.0555 data_time: 0.0019 memory: 947 loss: 2.0018 2022/11/27 06:12:16 - mmengine - INFO - Epoch(train) [58][4100/5005] lr: 5.2853e-02 eta: 4:17:02 time: 0.0434 data_time: 0.0019 memory: 947 loss: 2.2327 2022/11/27 06:12:21 - mmengine - INFO - Epoch(train) [58][4200/5005] lr: 5.2827e-02 eta: 4:16:57 time: 0.0454 data_time: 0.0018 memory: 947 loss: 2.0991 2022/11/27 06:12:26 - mmengine - INFO - Epoch(train) [58][4300/5005] lr: 5.2801e-02 eta: 4:16:52 time: 0.0488 data_time: 0.0033 memory: 947 loss: 2.1121 2022/11/27 06:12:31 - mmengine - INFO - Epoch(train) [58][4400/5005] lr: 5.2775e-02 eta: 4:16:47 time: 0.0403 data_time: 0.0018 memory: 947 loss: 2.1676 2022/11/27 06:12:36 - mmengine - INFO - Epoch(train) [58][4500/5005] lr: 5.2749e-02 eta: 4:16:42 time: 0.0657 data_time: 0.0278 memory: 947 loss: 2.1565 2022/11/27 06:12:41 - mmengine - INFO - Epoch(train) [58][4600/5005] lr: 5.2723e-02 eta: 4:16:37 time: 0.0440 data_time: 0.0018 memory: 947 loss: 2.2195 2022/11/27 06:12:46 - mmengine - INFO - Epoch(train) [58][4700/5005] lr: 5.2697e-02 eta: 4:16:32 time: 0.0452 data_time: 0.0017 memory: 947 loss: 1.9636 2022/11/27 06:12:47 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:12:51 - mmengine - INFO - Epoch(train) [58][4800/5005] lr: 5.2671e-02 eta: 4:16:27 time: 0.0432 data_time: 0.0018 memory: 947 loss: 2.1825 2022/11/27 06:12:56 - mmengine - INFO - Epoch(train) [58][4900/5005] lr: 5.2644e-02 eta: 4:16:22 time: 0.0483 data_time: 0.0018 memory: 947 loss: 2.0027 2022/11/27 06:13:01 - mmengine - INFO - Epoch(train) [58][5000/5005] lr: 5.2618e-02 eta: 4:16:17 time: 0.0440 data_time: 0.0024 memory: 947 loss: 1.7969 2022/11/27 06:13:01 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:13:01 - mmengine - INFO - Saving checkpoint at 58 epochs 2022/11/27 06:13:06 - mmengine - INFO - Epoch(val) [58][100/196] eta: 0:00:04 time: 0.0374 data_time: 0.0235 memory: 947 2022/11/27 06:13:19 - mmengine - INFO - Epoch(val) [58][196/196] accuracy/top1: 57.5860 accuracy/top5: 81.2560 2022/11/27 06:13:25 - mmengine - INFO - Epoch(train) [59][ 100/5005] lr: 5.2591e-02 eta: 4:16:12 time: 0.0729 data_time: 0.0016 memory: 947 loss: 2.0949 2022/11/27 06:13:30 - mmengine - INFO - Epoch(train) [59][ 200/5005] lr: 5.2565e-02 eta: 4:16:07 time: 0.0435 data_time: 0.0017 memory: 947 loss: 1.9788 2022/11/27 06:13:35 - mmengine - INFO - Epoch(train) [59][ 300/5005] lr: 5.2539e-02 eta: 4:16:02 time: 0.0459 data_time: 0.0017 memory: 947 loss: 2.1874 2022/11/27 06:13:40 - mmengine - INFO - Epoch(train) [59][ 400/5005] lr: 5.2513e-02 eta: 4:15:57 time: 0.0453 data_time: 0.0020 memory: 947 loss: 2.0065 2022/11/27 06:13:44 - mmengine - INFO - Epoch(train) [59][ 500/5005] lr: 5.2486e-02 eta: 4:15:52 time: 0.0470 data_time: 0.0018 memory: 947 loss: 2.3235 2022/11/27 06:13:49 - mmengine - INFO - Epoch(train) [59][ 600/5005] lr: 5.2460e-02 eta: 4:15:47 time: 0.0509 data_time: 0.0019 memory: 947 loss: 2.0593 2022/11/27 06:13:54 - mmengine - INFO - Epoch(train) [59][ 700/5005] lr: 5.2434e-02 eta: 4:15:42 time: 0.0480 data_time: 0.0017 memory: 947 loss: 2.0467 2022/11/27 06:13:55 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:14:00 - mmengine - INFO - Epoch(train) [59][ 800/5005] lr: 5.2408e-02 eta: 4:15:37 time: 0.0558 data_time: 0.0039 memory: 947 loss: 2.2154 2022/11/27 06:14:05 - mmengine - INFO - Epoch(train) [59][ 900/5005] lr: 5.2382e-02 eta: 4:15:32 time: 0.0461 data_time: 0.0018 memory: 947 loss: 2.1443 2022/11/27 06:14:09 - mmengine - INFO - Epoch(train) [59][1000/5005] lr: 5.2356e-02 eta: 4:15:27 time: 0.0434 data_time: 0.0018 memory: 947 loss: 1.8052 2022/11/27 06:14:15 - mmengine - INFO - Epoch(train) [59][1100/5005] lr: 5.2330e-02 eta: 4:15:22 time: 0.0422 data_time: 0.0018 memory: 947 loss: 2.0898 2022/11/27 06:14:19 - mmengine - INFO - Epoch(train) [59][1200/5005] lr: 5.2304e-02 eta: 4:15:17 time: 0.0516 data_time: 0.0022 memory: 947 loss: 2.1121 2022/11/27 06:14:25 - mmengine - INFO - Epoch(train) [59][1300/5005] lr: 5.2277e-02 eta: 4:15:12 time: 0.0458 data_time: 0.0018 memory: 947 loss: 2.3958 2022/11/27 06:14:30 - mmengine - INFO - Epoch(train) [59][1400/5005] lr: 5.2251e-02 eta: 4:15:07 time: 0.0524 data_time: 0.0018 memory: 947 loss: 2.1796 2022/11/27 06:14:35 - mmengine - INFO - Epoch(train) [59][1500/5005] lr: 5.2225e-02 eta: 4:15:02 time: 0.0466 data_time: 0.0023 memory: 947 loss: 2.1588 2022/11/27 06:14:40 - mmengine - INFO - Epoch(train) [59][1600/5005] lr: 5.2199e-02 eta: 4:14:57 time: 0.0572 data_time: 0.0016 memory: 947 loss: 1.9798 2022/11/27 06:14:45 - mmengine - INFO - Epoch(train) [59][1700/5005] lr: 5.2173e-02 eta: 4:14:52 time: 0.0490 data_time: 0.0060 memory: 947 loss: 2.1214 2022/11/27 06:14:45 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:14:50 - mmengine - INFO - Epoch(train) [59][1800/5005] lr: 5.2147e-02 eta: 4:14:47 time: 0.0482 data_time: 0.0021 memory: 947 loss: 2.0448 2022/11/27 06:14:55 - mmengine - INFO - Epoch(train) [59][1900/5005] lr: 5.2121e-02 eta: 4:14:42 time: 0.0529 data_time: 0.0020 memory: 947 loss: 2.1482 2022/11/27 06:15:00 - mmengine - INFO - Epoch(train) [59][2000/5005] lr: 5.2095e-02 eta: 4:14:37 time: 0.0470 data_time: 0.0020 memory: 947 loss: 2.2618 2022/11/27 06:15:05 - mmengine - INFO - Epoch(train) [59][2100/5005] lr: 5.2068e-02 eta: 4:14:32 time: 0.0473 data_time: 0.0017 memory: 947 loss: 2.1601 2022/11/27 06:15:10 - mmengine - INFO - Epoch(train) [59][2200/5005] lr: 5.2042e-02 eta: 4:14:27 time: 0.0549 data_time: 0.0037 memory: 947 loss: 1.9865 2022/11/27 06:15:15 - mmengine - INFO - Epoch(train) [59][2300/5005] lr: 5.2016e-02 eta: 4:14:23 time: 0.0510 data_time: 0.0018 memory: 947 loss: 2.2000 2022/11/27 06:15:20 - mmengine - INFO - Epoch(train) [59][2400/5005] lr: 5.1990e-02 eta: 4:14:18 time: 0.0549 data_time: 0.0018 memory: 947 loss: 2.2332 2022/11/27 06:15:26 - mmengine - INFO - Epoch(train) [59][2500/5005] lr: 5.1964e-02 eta: 4:14:13 time: 0.0477 data_time: 0.0016 memory: 947 loss: 2.1305 2022/11/27 06:15:31 - mmengine - INFO - Epoch(train) [59][2600/5005] lr: 5.1938e-02 eta: 4:14:08 time: 0.0484 data_time: 0.0020 memory: 947 loss: 2.0615 2022/11/27 06:15:36 - mmengine - INFO - Epoch(train) [59][2700/5005] lr: 5.1912e-02 eta: 4:14:03 time: 0.0448 data_time: 0.0019 memory: 947 loss: 2.1928 2022/11/27 06:15:36 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:15:41 - mmengine - INFO - Epoch(train) [59][2800/5005] lr: 5.1886e-02 eta: 4:13:58 time: 0.0624 data_time: 0.0017 memory: 947 loss: 2.2004 2022/11/27 06:15:46 - mmengine - INFO - Epoch(train) [59][2900/5005] lr: 5.1859e-02 eta: 4:13:53 time: 0.0466 data_time: 0.0018 memory: 947 loss: 2.1129 2022/11/27 06:15:51 - mmengine - INFO - Epoch(train) [59][3000/5005] lr: 5.1833e-02 eta: 4:13:48 time: 0.0490 data_time: 0.0073 memory: 947 loss: 2.1825 2022/11/27 06:15:56 - mmengine - INFO - Epoch(train) [59][3100/5005] lr: 5.1807e-02 eta: 4:13:43 time: 0.0471 data_time: 0.0019 memory: 947 loss: 2.0811 2022/11/27 06:16:01 - mmengine - INFO - Epoch(train) [59][3200/5005] lr: 5.1781e-02 eta: 4:13:39 time: 0.0631 data_time: 0.0016 memory: 947 loss: 2.1360 2022/11/27 06:16:06 - mmengine - INFO - Epoch(train) [59][3300/5005] lr: 5.1755e-02 eta: 4:13:34 time: 0.0505 data_time: 0.0017 memory: 947 loss: 1.9189 2022/11/27 06:16:11 - mmengine - INFO - Epoch(train) [59][3400/5005] lr: 5.1729e-02 eta: 4:13:29 time: 0.0458 data_time: 0.0018 memory: 947 loss: 1.9745 2022/11/27 06:16:16 - mmengine - INFO - Epoch(train) [59][3500/5005] lr: 5.1703e-02 eta: 4:13:23 time: 0.0441 data_time: 0.0020 memory: 947 loss: 1.9665 2022/11/27 06:16:21 - mmengine - INFO - Epoch(train) [59][3600/5005] lr: 5.1676e-02 eta: 4:13:18 time: 0.0476 data_time: 0.0018 memory: 947 loss: 2.1410 2022/11/27 06:16:26 - mmengine - INFO - Epoch(train) [59][3700/5005] lr: 5.1650e-02 eta: 4:13:13 time: 0.0519 data_time: 0.0019 memory: 947 loss: 2.3255 2022/11/27 06:16:26 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:16:31 - mmengine - INFO - Epoch(train) [59][3800/5005] lr: 5.1624e-02 eta: 4:13:08 time: 0.0420 data_time: 0.0016 memory: 947 loss: 2.1938 2022/11/27 06:16:36 - mmengine - INFO - Epoch(train) [59][3900/5005] lr: 5.1598e-02 eta: 4:13:03 time: 0.0475 data_time: 0.0019 memory: 947 loss: 2.0205 2022/11/27 06:16:41 - mmengine - INFO - Epoch(train) [59][4000/5005] lr: 5.1572e-02 eta: 4:12:58 time: 0.0663 data_time: 0.0266 memory: 947 loss: 2.0967 2022/11/27 06:16:46 - mmengine - INFO - Epoch(train) [59][4100/5005] lr: 5.1546e-02 eta: 4:12:53 time: 0.0505 data_time: 0.0017 memory: 947 loss: 2.1746 2022/11/27 06:16:51 - mmengine - INFO - Epoch(train) [59][4200/5005] lr: 5.1520e-02 eta: 4:12:48 time: 0.0456 data_time: 0.0019 memory: 947 loss: 2.2241 2022/11/27 06:16:56 - mmengine - INFO - Epoch(train) [59][4300/5005] lr: 5.1493e-02 eta: 4:12:43 time: 0.0483 data_time: 0.0021 memory: 947 loss: 2.1308 2022/11/27 06:17:02 - mmengine - INFO - Epoch(train) [59][4400/5005] lr: 5.1467e-02 eta: 4:12:39 time: 0.0679 data_time: 0.0018 memory: 947 loss: 2.1314 2022/11/27 06:17:06 - mmengine - INFO - Epoch(train) [59][4500/5005] lr: 5.1441e-02 eta: 4:12:33 time: 0.0462 data_time: 0.0019 memory: 947 loss: 2.2502 2022/11/27 06:17:12 - mmengine - INFO - Epoch(train) [59][4600/5005] lr: 5.1415e-02 eta: 4:12:29 time: 0.0543 data_time: 0.0017 memory: 947 loss: 2.0439 2022/11/27 06:17:17 - mmengine - INFO - Epoch(train) [59][4700/5005] lr: 5.1389e-02 eta: 4:12:24 time: 0.0483 data_time: 0.0017 memory: 947 loss: 2.1683 2022/11/27 06:17:17 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:17:22 - mmengine - INFO - Epoch(train) [59][4800/5005] lr: 5.1363e-02 eta: 4:12:19 time: 0.0453 data_time: 0.0018 memory: 947 loss: 2.2148 2022/11/27 06:17:27 - mmengine - INFO - Epoch(train) [59][4900/5005] lr: 5.1337e-02 eta: 4:12:14 time: 0.0464 data_time: 0.0018 memory: 947 loss: 2.2312 2022/11/27 06:17:32 - mmengine - INFO - Epoch(train) [59][5000/5005] lr: 5.1310e-02 eta: 4:12:09 time: 0.0497 data_time: 0.0020 memory: 947 loss: 2.0573 2022/11/27 06:17:32 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:17:32 - mmengine - INFO - Saving checkpoint at 59 epochs 2022/11/27 06:17:37 - mmengine - INFO - Epoch(val) [59][100/196] eta: 0:00:03 time: 0.0428 data_time: 0.0320 memory: 947 2022/11/27 06:17:50 - mmengine - INFO - Epoch(val) [59][196/196] accuracy/top1: 58.2120 accuracy/top5: 81.6700 2022/11/27 06:17:55 - mmengine - INFO - Epoch(train) [60][ 100/5005] lr: 5.1283e-02 eta: 4:12:04 time: 0.0497 data_time: 0.0020 memory: 947 loss: 2.2484 2022/11/27 06:18:00 - mmengine - INFO - Epoch(train) [60][ 200/5005] lr: 5.1257e-02 eta: 4:11:59 time: 0.0479 data_time: 0.0020 memory: 947 loss: 2.2100 2022/11/27 06:18:05 - mmengine - INFO - Epoch(train) [60][ 300/5005] lr: 5.1231e-02 eta: 4:11:54 time: 0.0459 data_time: 0.0021 memory: 947 loss: 2.0016 2022/11/27 06:18:10 - mmengine - INFO - Epoch(train) [60][ 400/5005] lr: 5.1205e-02 eta: 4:11:49 time: 0.0449 data_time: 0.0021 memory: 947 loss: 2.1017 2022/11/27 06:18:15 - mmengine - INFO - Epoch(train) [60][ 500/5005] lr: 5.1178e-02 eta: 4:11:44 time: 0.0462 data_time: 0.0019 memory: 947 loss: 2.1758 2022/11/27 06:18:20 - mmengine - INFO - Epoch(train) [60][ 600/5005] lr: 5.1152e-02 eta: 4:11:39 time: 0.0441 data_time: 0.0020 memory: 947 loss: 1.9055 2022/11/27 06:18:25 - mmengine - INFO - Epoch(train) [60][ 700/5005] lr: 5.1126e-02 eta: 4:11:34 time: 0.0451 data_time: 0.0021 memory: 947 loss: 2.0778 2022/11/27 06:18:26 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:18:31 - mmengine - INFO - Epoch(train) [60][ 800/5005] lr: 5.1100e-02 eta: 4:11:29 time: 0.0437 data_time: 0.0025 memory: 947 loss: 1.9680 2022/11/27 06:18:36 - mmengine - INFO - Epoch(train) [60][ 900/5005] lr: 5.1074e-02 eta: 4:11:25 time: 0.0515 data_time: 0.0020 memory: 947 loss: 1.8323 2022/11/27 06:18:41 - mmengine - INFO - Epoch(train) [60][1000/5005] lr: 5.1048e-02 eta: 4:11:20 time: 0.0479 data_time: 0.0018 memory: 947 loss: 2.2086 2022/11/27 06:18:46 - mmengine - INFO - Epoch(train) [60][1100/5005] lr: 5.1021e-02 eta: 4:11:15 time: 0.0423 data_time: 0.0018 memory: 947 loss: 2.1491 2022/11/27 06:18:51 - mmengine - INFO - Epoch(train) [60][1200/5005] lr: 5.0995e-02 eta: 4:11:10 time: 0.0464 data_time: 0.0016 memory: 947 loss: 1.7727 2022/11/27 06:18:56 - mmengine - INFO - Epoch(train) [60][1300/5005] lr: 5.0969e-02 eta: 4:11:05 time: 0.0546 data_time: 0.0018 memory: 947 loss: 1.9634 2022/11/27 06:19:01 - mmengine - INFO - Epoch(train) [60][1400/5005] lr: 5.0943e-02 eta: 4:11:00 time: 0.0483 data_time: 0.0022 memory: 947 loss: 2.1126 2022/11/27 06:19:06 - mmengine - INFO - Epoch(train) [60][1500/5005] lr: 5.0917e-02 eta: 4:10:55 time: 0.0470 data_time: 0.0017 memory: 947 loss: 2.1679 2022/11/27 06:19:11 - mmengine - INFO - Epoch(train) [60][1600/5005] lr: 5.0891e-02 eta: 4:10:50 time: 0.0575 data_time: 0.0017 memory: 947 loss: 2.0673 2022/11/27 06:19:16 - mmengine - INFO - Epoch(train) [60][1700/5005] lr: 5.0865e-02 eta: 4:10:45 time: 0.0527 data_time: 0.0018 memory: 947 loss: 2.2037 2022/11/27 06:19:16 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:19:21 - mmengine - INFO - Epoch(train) [60][1800/5005] lr: 5.0838e-02 eta: 4:10:40 time: 0.0504 data_time: 0.0017 memory: 947 loss: 1.9887 2022/11/27 06:19:26 - mmengine - INFO - Epoch(train) [60][1900/5005] lr: 5.0812e-02 eta: 4:10:35 time: 0.0512 data_time: 0.0018 memory: 947 loss: 2.0094 2022/11/27 06:19:32 - mmengine - INFO - Epoch(train) [60][2000/5005] lr: 5.0786e-02 eta: 4:10:30 time: 0.0575 data_time: 0.0019 memory: 947 loss: 1.7981 2022/11/27 06:19:36 - mmengine - INFO - Epoch(train) [60][2100/5005] lr: 5.0760e-02 eta: 4:10:25 time: 0.0463 data_time: 0.0020 memory: 947 loss: 2.1653 2022/11/27 06:19:41 - mmengine - INFO - Epoch(train) [60][2200/5005] lr: 5.0734e-02 eta: 4:10:20 time: 0.0448 data_time: 0.0019 memory: 947 loss: 2.1414 2022/11/27 06:19:46 - mmengine - INFO - Epoch(train) [60][2300/5005] lr: 5.0708e-02 eta: 4:10:15 time: 0.0477 data_time: 0.0019 memory: 947 loss: 1.8127 2022/11/27 06:19:51 - mmengine - INFO - Epoch(train) [60][2400/5005] lr: 5.0682e-02 eta: 4:10:10 time: 0.0517 data_time: 0.0017 memory: 947 loss: 2.0549 2022/11/27 06:19:56 - mmengine - INFO - Epoch(train) [60][2500/5005] lr: 5.0655e-02 eta: 4:10:05 time: 0.0479 data_time: 0.0020 memory: 947 loss: 2.1103 2022/11/27 06:20:02 - mmengine - INFO - Epoch(train) [60][2600/5005] lr: 5.0629e-02 eta: 4:10:00 time: 0.0500 data_time: 0.0020 memory: 947 loss: 1.9321 2022/11/27 06:20:06 - mmengine - INFO - Epoch(train) [60][2700/5005] lr: 5.0603e-02 eta: 4:09:55 time: 0.0461 data_time: 0.0019 memory: 947 loss: 1.9949 2022/11/27 06:20:07 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:20:12 - mmengine - INFO - Epoch(train) [60][2800/5005] lr: 5.0577e-02 eta: 4:09:50 time: 0.0499 data_time: 0.0018 memory: 947 loss: 2.0648 2022/11/27 06:20:17 - mmengine - INFO - Epoch(train) [60][2900/5005] lr: 5.0551e-02 eta: 4:09:45 time: 0.0460 data_time: 0.0018 memory: 947 loss: 2.2189 2022/11/27 06:20:22 - mmengine - INFO - Epoch(train) [60][3000/5005] lr: 5.0525e-02 eta: 4:09:40 time: 0.0422 data_time: 0.0019 memory: 947 loss: 1.8211 2022/11/27 06:20:27 - mmengine - INFO - Epoch(train) [60][3100/5005] lr: 5.0498e-02 eta: 4:09:35 time: 0.0516 data_time: 0.0018 memory: 947 loss: 2.0400 2022/11/27 06:20:32 - mmengine - INFO - Epoch(train) [60][3200/5005] lr: 5.0472e-02 eta: 4:09:30 time: 0.0440 data_time: 0.0017 memory: 947 loss: 2.1762 2022/11/27 06:20:36 - mmengine - INFO - Epoch(train) [60][3300/5005] lr: 5.0446e-02 eta: 4:09:25 time: 0.0429 data_time: 0.0016 memory: 947 loss: 2.0140 2022/11/27 06:20:41 - mmengine - INFO - Epoch(train) [60][3400/5005] lr: 5.0420e-02 eta: 4:09:20 time: 0.0498 data_time: 0.0017 memory: 947 loss: 2.1272 2022/11/27 06:20:46 - mmengine - INFO - Epoch(train) [60][3500/5005] lr: 5.0394e-02 eta: 4:09:15 time: 0.0454 data_time: 0.0020 memory: 947 loss: 2.1912 2022/11/27 06:20:51 - mmengine - INFO - Epoch(train) [60][3600/5005] lr: 5.0368e-02 eta: 4:09:10 time: 0.0569 data_time: 0.0018 memory: 947 loss: 1.9478 2022/11/27 06:20:56 - mmengine - INFO - Epoch(train) [60][3700/5005] lr: 5.0342e-02 eta: 4:09:04 time: 0.0487 data_time: 0.0016 memory: 947 loss: 1.9422 2022/11/27 06:20:56 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:21:01 - mmengine - INFO - Epoch(train) [60][3800/5005] lr: 5.0315e-02 eta: 4:08:59 time: 0.0460 data_time: 0.0021 memory: 947 loss: 2.0192 2022/11/27 06:21:06 - mmengine - INFO - Epoch(train) [60][3900/5005] lr: 5.0289e-02 eta: 4:08:54 time: 0.0447 data_time: 0.0018 memory: 947 loss: 2.2962 2022/11/27 06:21:11 - mmengine - INFO - Epoch(train) [60][4000/5005] lr: 5.0263e-02 eta: 4:08:50 time: 0.0452 data_time: 0.0017 memory: 947 loss: 2.0951 2022/11/27 06:21:16 - mmengine - INFO - Epoch(train) [60][4100/5005] lr: 5.0237e-02 eta: 4:08:45 time: 0.0463 data_time: 0.0018 memory: 947 loss: 1.8895 2022/11/27 06:21:21 - mmengine - INFO - Epoch(train) [60][4200/5005] lr: 5.0211e-02 eta: 4:08:40 time: 0.0647 data_time: 0.0017 memory: 947 loss: 2.2559 2022/11/27 06:21:26 - mmengine - INFO - Epoch(train) [60][4300/5005] lr: 5.0185e-02 eta: 4:08:35 time: 0.0465 data_time: 0.0028 memory: 947 loss: 2.0846 2022/11/27 06:21:31 - mmengine - INFO - Epoch(train) [60][4400/5005] lr: 5.0158e-02 eta: 4:08:30 time: 0.0488 data_time: 0.0018 memory: 947 loss: 2.0105 2022/11/27 06:21:36 - mmengine - INFO - Epoch(train) [60][4500/5005] lr: 5.0132e-02 eta: 4:08:25 time: 0.0465 data_time: 0.0018 memory: 947 loss: 2.0859 2022/11/27 06:21:41 - mmengine - INFO - Epoch(train) [60][4600/5005] lr: 5.0106e-02 eta: 4:08:20 time: 0.0460 data_time: 0.0018 memory: 947 loss: 2.1567 2022/11/27 06:21:47 - mmengine - INFO - Epoch(train) [60][4700/5005] lr: 5.0080e-02 eta: 4:08:15 time: 0.0471 data_time: 0.0018 memory: 947 loss: 2.2693 2022/11/27 06:21:47 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:21:52 - mmengine - INFO - Epoch(train) [60][4800/5005] lr: 5.0054e-02 eta: 4:08:10 time: 0.0558 data_time: 0.0019 memory: 947 loss: 2.0950 2022/11/27 06:21:57 - mmengine - INFO - Epoch(train) [60][4900/5005] lr: 5.0028e-02 eta: 4:08:05 time: 0.0475 data_time: 0.0019 memory: 947 loss: 2.1054 2022/11/27 06:22:02 - mmengine - INFO - Epoch(train) [60][5000/5005] lr: 5.0002e-02 eta: 4:08:00 time: 0.0528 data_time: 0.0026 memory: 947 loss: 2.2258 2022/11/27 06:22:02 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:22:02 - mmengine - INFO - Saving checkpoint at 60 epochs 2022/11/27 06:22:07 - mmengine - INFO - Epoch(val) [60][100/196] eta: 0:00:03 time: 0.0377 data_time: 0.0269 memory: 947 2022/11/27 06:22:20 - mmengine - INFO - Epoch(val) [60][196/196] accuracy/top1: 58.0440 accuracy/top5: 81.9120 2022/11/27 06:22:25 - mmengine - INFO - Epoch(train) [61][ 100/5005] lr: 4.9974e-02 eta: 4:07:56 time: 0.0671 data_time: 0.0297 memory: 947 loss: 2.1570 2022/11/27 06:22:30 - mmengine - INFO - Epoch(train) [61][ 200/5005] lr: 4.9948e-02 eta: 4:07:50 time: 0.0461 data_time: 0.0020 memory: 947 loss: 1.9487 2022/11/27 06:22:35 - mmengine - INFO - Epoch(train) [61][ 300/5005] lr: 4.9922e-02 eta: 4:07:45 time: 0.0461 data_time: 0.0020 memory: 947 loss: 1.9852 2022/11/27 06:22:40 - mmengine - INFO - Epoch(train) [61][ 400/5005] lr: 4.9896e-02 eta: 4:07:40 time: 0.0477 data_time: 0.0020 memory: 947 loss: 2.2147 2022/11/27 06:22:45 - mmengine - INFO - Epoch(train) [61][ 500/5005] lr: 4.9869e-02 eta: 4:07:36 time: 0.0626 data_time: 0.0018 memory: 947 loss: 1.9189 2022/11/27 06:22:50 - mmengine - INFO - Epoch(train) [61][ 600/5005] lr: 4.9843e-02 eta: 4:07:31 time: 0.0458 data_time: 0.0017 memory: 947 loss: 2.0133 2022/11/27 06:22:55 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:22:55 - mmengine - INFO - Epoch(train) [61][ 700/5005] lr: 4.9817e-02 eta: 4:07:26 time: 0.0498 data_time: 0.0018 memory: 947 loss: 2.0680 2022/11/27 06:23:00 - mmengine - INFO - Epoch(train) [61][ 800/5005] lr: 4.9791e-02 eta: 4:07:21 time: 0.0455 data_time: 0.0021 memory: 947 loss: 2.3582 2022/11/27 06:23:06 - mmengine - INFO - Epoch(train) [61][ 900/5005] lr: 4.9765e-02 eta: 4:07:16 time: 0.0605 data_time: 0.0044 memory: 947 loss: 2.1016 2022/11/27 06:23:11 - mmengine - INFO - Epoch(train) [61][1000/5005] lr: 4.9739e-02 eta: 4:07:11 time: 0.0460 data_time: 0.0017 memory: 947 loss: 1.9822 2022/11/27 06:23:16 - mmengine - INFO - Epoch(train) [61][1100/5005] lr: 4.9713e-02 eta: 4:07:06 time: 0.0588 data_time: 0.0017 memory: 947 loss: 2.1349 2022/11/27 06:23:21 - mmengine - INFO - Epoch(train) [61][1200/5005] lr: 4.9686e-02 eta: 4:07:02 time: 0.0441 data_time: 0.0026 memory: 947 loss: 2.0231 2022/11/27 06:23:26 - mmengine - INFO - Epoch(train) [61][1300/5005] lr: 4.9660e-02 eta: 4:06:57 time: 0.0429 data_time: 0.0017 memory: 947 loss: 1.9631 2022/11/27 06:23:31 - mmengine - INFO - Epoch(train) [61][1400/5005] lr: 4.9634e-02 eta: 4:06:52 time: 0.0486 data_time: 0.0021 memory: 947 loss: 2.1785 2022/11/27 06:23:36 - mmengine - INFO - Epoch(train) [61][1500/5005] lr: 4.9608e-02 eta: 4:06:47 time: 0.0420 data_time: 0.0018 memory: 947 loss: 2.2612 2022/11/27 06:23:41 - mmengine - INFO - Epoch(train) [61][1600/5005] lr: 4.9582e-02 eta: 4:06:41 time: 0.0432 data_time: 0.0020 memory: 947 loss: 2.0669 2022/11/27 06:23:46 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:23:46 - mmengine - INFO - Epoch(train) [61][1700/5005] lr: 4.9556e-02 eta: 4:06:37 time: 0.0430 data_time: 0.0019 memory: 947 loss: 2.2041 2022/11/27 06:23:51 - mmengine - INFO - Epoch(train) [61][1800/5005] lr: 4.9530e-02 eta: 4:06:31 time: 0.0597 data_time: 0.0017 memory: 947 loss: 2.0881 2022/11/27 06:23:56 - mmengine - INFO - Epoch(train) [61][1900/5005] lr: 4.9503e-02 eta: 4:06:26 time: 0.0517 data_time: 0.0020 memory: 947 loss: 1.9987 2022/11/27 06:24:01 - mmengine - INFO - Epoch(train) [61][2000/5005] lr: 4.9477e-02 eta: 4:06:21 time: 0.0478 data_time: 0.0017 memory: 947 loss: 1.9956 2022/11/27 06:24:06 - mmengine - INFO - Epoch(train) [61][2100/5005] lr: 4.9451e-02 eta: 4:06:16 time: 0.0495 data_time: 0.0019 memory: 947 loss: 2.0849 2022/11/27 06:24:11 - mmengine - INFO - Epoch(train) [61][2200/5005] lr: 4.9425e-02 eta: 4:06:11 time: 0.0493 data_time: 0.0020 memory: 947 loss: 2.0782 2022/11/27 06:24:16 - mmengine - INFO - Epoch(train) [61][2300/5005] lr: 4.9399e-02 eta: 4:06:06 time: 0.0458 data_time: 0.0017 memory: 947 loss: 2.0023 2022/11/27 06:24:21 - mmengine - INFO - Epoch(train) [61][2400/5005] lr: 4.9373e-02 eta: 4:06:01 time: 0.0462 data_time: 0.0019 memory: 947 loss: 2.0248 2022/11/27 06:24:26 - mmengine - INFO - Epoch(train) [61][2500/5005] lr: 4.9346e-02 eta: 4:05:56 time: 0.0452 data_time: 0.0018 memory: 947 loss: 1.9525 2022/11/27 06:24:31 - mmengine - INFO - Epoch(train) [61][2600/5005] lr: 4.9320e-02 eta: 4:05:51 time: 0.0485 data_time: 0.0017 memory: 947 loss: 2.0200 2022/11/27 06:24:36 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:24:36 - mmengine - INFO - Epoch(train) [61][2700/5005] lr: 4.9294e-02 eta: 4:05:46 time: 0.0548 data_time: 0.0017 memory: 947 loss: 1.9578 2022/11/27 06:24:41 - mmengine - INFO - Epoch(train) [61][2800/5005] lr: 4.9268e-02 eta: 4:05:41 time: 0.0493 data_time: 0.0020 memory: 947 loss: 2.3125 2022/11/27 06:24:46 - mmengine - INFO - Epoch(train) [61][2900/5005] lr: 4.9242e-02 eta: 4:05:36 time: 0.0469 data_time: 0.0022 memory: 947 loss: 1.9869 2022/11/27 06:24:51 - mmengine - INFO - Epoch(train) [61][3000/5005] lr: 4.9216e-02 eta: 4:05:31 time: 0.0506 data_time: 0.0017 memory: 947 loss: 1.8616 2022/11/27 06:24:56 - mmengine - INFO - Epoch(train) [61][3100/5005] lr: 4.9190e-02 eta: 4:05:26 time: 0.0501 data_time: 0.0018 memory: 947 loss: 2.1553 2022/11/27 06:25:01 - mmengine - INFO - Epoch(train) [61][3200/5005] lr: 4.9163e-02 eta: 4:05:21 time: 0.0453 data_time: 0.0018 memory: 947 loss: 2.0123 2022/11/27 06:25:06 - mmengine - INFO - Epoch(train) [61][3300/5005] lr: 4.9137e-02 eta: 4:05:16 time: 0.0452 data_time: 0.0020 memory: 947 loss: 2.0983 2022/11/27 06:25:12 - mmengine - INFO - Epoch(train) [61][3400/5005] lr: 4.9111e-02 eta: 4:05:12 time: 0.0474 data_time: 0.0020 memory: 947 loss: 2.1001 2022/11/27 06:25:17 - mmengine - INFO - Epoch(train) [61][3500/5005] lr: 4.9085e-02 eta: 4:05:07 time: 0.0551 data_time: 0.0138 memory: 947 loss: 2.0515 2022/11/27 06:25:22 - mmengine - INFO - Epoch(train) [61][3600/5005] lr: 4.9059e-02 eta: 4:05:02 time: 0.0575 data_time: 0.0020 memory: 947 loss: 2.1681 2022/11/27 06:25:27 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:25:27 - mmengine - INFO - Epoch(train) [61][3700/5005] lr: 4.9033e-02 eta: 4:04:57 time: 0.0600 data_time: 0.0017 memory: 947 loss: 2.1790 2022/11/27 06:25:32 - mmengine - INFO - Epoch(train) [61][3800/5005] lr: 4.9006e-02 eta: 4:04:52 time: 0.0461 data_time: 0.0022 memory: 947 loss: 2.0931 2022/11/27 06:25:37 - mmengine - INFO - Epoch(train) [61][3900/5005] lr: 4.8980e-02 eta: 4:04:47 time: 0.0559 data_time: 0.0018 memory: 947 loss: 2.1436 2022/11/27 06:25:42 - mmengine - INFO - Epoch(train) [61][4000/5005] lr: 4.8954e-02 eta: 4:04:42 time: 0.0606 data_time: 0.0021 memory: 947 loss: 2.2152 2022/11/27 06:25:47 - mmengine - INFO - Epoch(train) [61][4100/5005] lr: 4.8928e-02 eta: 4:04:37 time: 0.0447 data_time: 0.0018 memory: 947 loss: 2.0093 2022/11/27 06:25:52 - mmengine - INFO - Epoch(train) [61][4200/5005] lr: 4.8902e-02 eta: 4:04:32 time: 0.0449 data_time: 0.0018 memory: 947 loss: 1.9757 2022/11/27 06:25:57 - mmengine - INFO - Epoch(train) [61][4300/5005] lr: 4.8876e-02 eta: 4:04:27 time: 0.0447 data_time: 0.0019 memory: 947 loss: 2.1268 2022/11/27 06:26:02 - mmengine - INFO - Epoch(train) [61][4400/5005] lr: 4.8850e-02 eta: 4:04:21 time: 0.0452 data_time: 0.0017 memory: 947 loss: 2.4250 2022/11/27 06:26:07 - mmengine - INFO - Epoch(train) [61][4500/5005] lr: 4.8823e-02 eta: 4:04:17 time: 0.0593 data_time: 0.0018 memory: 947 loss: 2.3310 2022/11/27 06:26:12 - mmengine - INFO - Epoch(train) [61][4600/5005] lr: 4.8797e-02 eta: 4:04:12 time: 0.0470 data_time: 0.0020 memory: 947 loss: 2.2010 2022/11/27 06:26:17 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:26:17 - mmengine - INFO - Epoch(train) [61][4700/5005] lr: 4.8771e-02 eta: 4:04:07 time: 0.0449 data_time: 0.0019 memory: 947 loss: 2.0660 2022/11/27 06:26:22 - mmengine - INFO - Epoch(train) [61][4800/5005] lr: 4.8745e-02 eta: 4:04:01 time: 0.0418 data_time: 0.0021 memory: 947 loss: 2.1492 2022/11/27 06:26:26 - mmengine - INFO - Epoch(train) [61][4900/5005] lr: 4.8719e-02 eta: 4:03:56 time: 0.0476 data_time: 0.0021 memory: 947 loss: 2.1734 2022/11/27 06:26:32 - mmengine - INFO - Epoch(train) [61][5000/5005] lr: 4.8693e-02 eta: 4:03:51 time: 0.0447 data_time: 0.0024 memory: 947 loss: 1.9388 2022/11/27 06:26:32 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:26:32 - mmengine - INFO - Saving checkpoint at 61 epochs 2022/11/27 06:26:36 - mmengine - INFO - Epoch(val) [61][100/196] eta: 0:00:03 time: 0.0365 data_time: 0.0257 memory: 947 2022/11/27 06:26:49 - mmengine - INFO - Epoch(val) [61][196/196] accuracy/top1: 57.4200 accuracy/top5: 81.1080 2022/11/27 06:26:55 - mmengine - INFO - Epoch(train) [62][ 100/5005] lr: 4.8665e-02 eta: 4:03:47 time: 0.0442 data_time: 0.0021 memory: 947 loss: 1.9776 2022/11/27 06:27:00 - mmengine - INFO - Epoch(train) [62][ 200/5005] lr: 4.8639e-02 eta: 4:03:42 time: 0.0458 data_time: 0.0018 memory: 947 loss: 2.1133 2022/11/27 06:27:05 - mmengine - INFO - Epoch(train) [62][ 300/5005] lr: 4.8613e-02 eta: 4:03:37 time: 0.0636 data_time: 0.0018 memory: 947 loss: 1.9219 2022/11/27 06:27:11 - mmengine - INFO - Epoch(train) [62][ 400/5005] lr: 4.8587e-02 eta: 4:03:32 time: 0.0576 data_time: 0.0017 memory: 947 loss: 2.1266 2022/11/27 06:27:15 - mmengine - INFO - Epoch(train) [62][ 500/5005] lr: 4.8561e-02 eta: 4:03:27 time: 0.0488 data_time: 0.0020 memory: 947 loss: 2.1767 2022/11/27 06:27:21 - mmengine - INFO - Epoch(train) [62][ 600/5005] lr: 4.8535e-02 eta: 4:03:22 time: 0.0499 data_time: 0.0020 memory: 947 loss: 1.6787 2022/11/27 06:27:26 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:27:26 - mmengine - INFO - Epoch(train) [62][ 700/5005] lr: 4.8508e-02 eta: 4:03:17 time: 0.0555 data_time: 0.0022 memory: 947 loss: 2.0481 2022/11/27 06:27:31 - mmengine - INFO - Epoch(train) [62][ 800/5005] lr: 4.8482e-02 eta: 4:03:13 time: 0.0439 data_time: 0.0038 memory: 947 loss: 2.1571 2022/11/27 06:27:36 - mmengine - INFO - Epoch(train) [62][ 900/5005] lr: 4.8456e-02 eta: 4:03:08 time: 0.0551 data_time: 0.0144 memory: 947 loss: 1.9788 2022/11/27 06:27:42 - mmengine - INFO - Epoch(train) [62][1000/5005] lr: 4.8430e-02 eta: 4:03:03 time: 0.0928 data_time: 0.0017 memory: 947 loss: 2.1117 2022/11/27 06:27:47 - mmengine - INFO - Epoch(train) [62][1100/5005] lr: 4.8404e-02 eta: 4:02:58 time: 0.0415 data_time: 0.0019 memory: 947 loss: 1.9348 2022/11/27 06:27:52 - mmengine - INFO - Epoch(train) [62][1200/5005] lr: 4.8378e-02 eta: 4:02:53 time: 0.0478 data_time: 0.0022 memory: 947 loss: 2.1642 2022/11/27 06:27:57 - mmengine - INFO - Epoch(train) [62][1300/5005] lr: 4.8352e-02 eta: 4:02:48 time: 0.0456 data_time: 0.0020 memory: 947 loss: 2.1430 2022/11/27 06:28:01 - mmengine - INFO - Epoch(train) [62][1400/5005] lr: 4.8325e-02 eta: 4:02:43 time: 0.0476 data_time: 0.0025 memory: 947 loss: 2.0031 2022/11/27 06:28:06 - mmengine - INFO - Epoch(train) [62][1500/5005] lr: 4.8299e-02 eta: 4:02:38 time: 0.0451 data_time: 0.0018 memory: 947 loss: 1.9343 2022/11/27 06:28:11 - mmengine - INFO - Epoch(train) [62][1600/5005] lr: 4.8273e-02 eta: 4:02:33 time: 0.0473 data_time: 0.0018 memory: 947 loss: 2.1683 2022/11/27 06:28:16 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:28:16 - mmengine - INFO - Epoch(train) [62][1700/5005] lr: 4.8247e-02 eta: 4:02:28 time: 0.0484 data_time: 0.0017 memory: 947 loss: 1.9166 2022/11/27 06:28:22 - mmengine - INFO - Epoch(train) [62][1800/5005] lr: 4.8221e-02 eta: 4:02:23 time: 0.0502 data_time: 0.0018 memory: 947 loss: 2.0192 2022/11/27 06:28:27 - mmengine - INFO - Epoch(train) [62][1900/5005] lr: 4.8195e-02 eta: 4:02:18 time: 0.0489 data_time: 0.0019 memory: 947 loss: 1.8198 2022/11/27 06:28:32 - mmengine - INFO - Epoch(train) [62][2000/5005] lr: 4.8169e-02 eta: 4:02:13 time: 0.0596 data_time: 0.0181 memory: 947 loss: 2.0773 2022/11/27 06:28:37 - mmengine - INFO - Epoch(train) [62][2100/5005] lr: 4.8142e-02 eta: 4:02:09 time: 0.0470 data_time: 0.0048 memory: 947 loss: 2.2625 2022/11/27 06:28:42 - mmengine - INFO - Epoch(train) [62][2200/5005] lr: 4.8116e-02 eta: 4:02:04 time: 0.0465 data_time: 0.0019 memory: 947 loss: 2.2766 2022/11/27 06:28:47 - mmengine - INFO - Epoch(train) [62][2300/5005] lr: 4.8090e-02 eta: 4:01:59 time: 0.0554 data_time: 0.0018 memory: 947 loss: 2.2638 2022/11/27 06:28:52 - mmengine - INFO - Epoch(train) [62][2400/5005] lr: 4.8064e-02 eta: 4:01:54 time: 0.0460 data_time: 0.0023 memory: 947 loss: 1.9823 2022/11/27 06:28:58 - mmengine - INFO - Epoch(train) [62][2500/5005] lr: 4.8038e-02 eta: 4:01:49 time: 0.0457 data_time: 0.0017 memory: 947 loss: 2.1203 2022/11/27 06:29:03 - mmengine - INFO - Epoch(train) [62][2600/5005] lr: 4.8012e-02 eta: 4:01:44 time: 0.0460 data_time: 0.0018 memory: 947 loss: 1.9542 2022/11/27 06:29:07 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:29:08 - mmengine - INFO - Epoch(train) [62][2700/5005] lr: 4.7986e-02 eta: 4:01:39 time: 0.0435 data_time: 0.0019 memory: 947 loss: 2.0203 2022/11/27 06:29:13 - mmengine - INFO - Epoch(train) [62][2800/5005] lr: 4.7960e-02 eta: 4:01:34 time: 0.0474 data_time: 0.0021 memory: 947 loss: 2.1839 2022/11/27 06:29:18 - mmengine - INFO - Epoch(train) [62][2900/5005] lr: 4.7933e-02 eta: 4:01:29 time: 0.0439 data_time: 0.0043 memory: 947 loss: 2.1363 2022/11/27 06:29:23 - mmengine - INFO - Epoch(train) [62][3000/5005] lr: 4.7907e-02 eta: 4:01:24 time: 0.0450 data_time: 0.0018 memory: 947 loss: 2.0931 2022/11/27 06:29:28 - mmengine - INFO - Epoch(train) [62][3100/5005] lr: 4.7881e-02 eta: 4:01:19 time: 0.0447 data_time: 0.0020 memory: 947 loss: 2.1031 2022/11/27 06:29:33 - mmengine - INFO - Epoch(train) [62][3200/5005] lr: 4.7855e-02 eta: 4:01:15 time: 0.0452 data_time: 0.0027 memory: 947 loss: 1.9794 2022/11/27 06:29:38 - mmengine - INFO - Epoch(train) [62][3300/5005] lr: 4.7829e-02 eta: 4:01:09 time: 0.0450 data_time: 0.0019 memory: 947 loss: 2.1033 2022/11/27 06:29:43 - mmengine - INFO - Epoch(train) [62][3400/5005] lr: 4.7803e-02 eta: 4:01:05 time: 0.0480 data_time: 0.0018 memory: 947 loss: 2.2007 2022/11/27 06:29:49 - mmengine - INFO - Epoch(train) [62][3500/5005] lr: 4.7777e-02 eta: 4:01:00 time: 0.0587 data_time: 0.0016 memory: 947 loss: 2.1744 2022/11/27 06:29:54 - mmengine - INFO - Epoch(train) [62][3600/5005] lr: 4.7750e-02 eta: 4:00:55 time: 0.0456 data_time: 0.0023 memory: 947 loss: 2.0392 2022/11/27 06:29:58 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:29:59 - mmengine - INFO - Epoch(train) [62][3700/5005] lr: 4.7724e-02 eta: 4:00:50 time: 0.0443 data_time: 0.0018 memory: 947 loss: 1.7819 2022/11/27 06:30:04 - mmengine - INFO - Epoch(train) [62][3800/5005] lr: 4.7698e-02 eta: 4:00:45 time: 0.0535 data_time: 0.0022 memory: 947 loss: 1.9859 2022/11/27 06:30:09 - mmengine - INFO - Epoch(train) [62][3900/5005] lr: 4.7672e-02 eta: 4:00:40 time: 0.0486 data_time: 0.0021 memory: 947 loss: 2.0932 2022/11/27 06:30:13 - mmengine - INFO - Epoch(train) [62][4000/5005] lr: 4.7646e-02 eta: 4:00:35 time: 0.0465 data_time: 0.0018 memory: 947 loss: 2.2618 2022/11/27 06:30:18 - mmengine - INFO - Epoch(train) [62][4100/5005] lr: 4.7620e-02 eta: 4:00:30 time: 0.0472 data_time: 0.0020 memory: 947 loss: 1.7924 2022/11/27 06:30:24 - mmengine - INFO - Epoch(train) [62][4200/5005] lr: 4.7594e-02 eta: 4:00:25 time: 0.0568 data_time: 0.0136 memory: 947 loss: 2.0605 2022/11/27 06:30:29 - mmengine - INFO - Epoch(train) [62][4300/5005] lr: 4.7568e-02 eta: 4:00:20 time: 0.0477 data_time: 0.0017 memory: 947 loss: 2.1307 2022/11/27 06:30:34 - mmengine - INFO - Epoch(train) [62][4400/5005] lr: 4.7541e-02 eta: 4:00:15 time: 0.0450 data_time: 0.0018 memory: 947 loss: 2.0780 2022/11/27 06:30:39 - mmengine - INFO - Epoch(train) [62][4500/5005] lr: 4.7515e-02 eta: 4:00:10 time: 0.0505 data_time: 0.0018 memory: 947 loss: 2.0884 2022/11/27 06:30:44 - mmengine - INFO - Epoch(train) [62][4600/5005] lr: 4.7489e-02 eta: 4:00:05 time: 0.0700 data_time: 0.0017 memory: 947 loss: 2.2909 2022/11/27 06:30:50 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:30:50 - mmengine - INFO - Epoch(train) [62][4700/5005] lr: 4.7463e-02 eta: 4:00:01 time: 0.0478 data_time: 0.0065 memory: 947 loss: 2.0338 2022/11/27 06:30:55 - mmengine - INFO - Epoch(train) [62][4800/5005] lr: 4.7437e-02 eta: 3:59:56 time: 0.0424 data_time: 0.0017 memory: 947 loss: 1.8114 2022/11/27 06:31:00 - mmengine - INFO - Epoch(train) [62][4900/5005] lr: 4.7411e-02 eta: 3:59:51 time: 0.0475 data_time: 0.0021 memory: 947 loss: 2.2629 2022/11/27 06:31:05 - mmengine - INFO - Epoch(train) [62][5000/5005] lr: 4.7385e-02 eta: 3:59:46 time: 0.0517 data_time: 0.0027 memory: 947 loss: 2.0585 2022/11/27 06:31:05 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:31:05 - mmengine - INFO - Saving checkpoint at 62 epochs 2022/11/27 06:31:10 - mmengine - INFO - Epoch(val) [62][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0252 memory: 947 2022/11/27 06:31:23 - mmengine - INFO - Epoch(val) [62][196/196] accuracy/top1: 58.4360 accuracy/top5: 82.0680 2022/11/27 06:31:28 - mmengine - INFO - Epoch(train) [63][ 100/5005] lr: 4.7357e-02 eta: 3:59:41 time: 0.0461 data_time: 0.0017 memory: 947 loss: 2.1757 2022/11/27 06:31:33 - mmengine - INFO - Epoch(train) [63][ 200/5005] lr: 4.7331e-02 eta: 3:59:36 time: 0.0459 data_time: 0.0019 memory: 947 loss: 2.0878 2022/11/27 06:31:38 - mmengine - INFO - Epoch(train) [63][ 300/5005] lr: 4.7305e-02 eta: 3:59:31 time: 0.0479 data_time: 0.0022 memory: 947 loss: 1.9998 2022/11/27 06:31:44 - mmengine - INFO - Epoch(train) [63][ 400/5005] lr: 4.7279e-02 eta: 3:59:27 time: 0.0523 data_time: 0.0017 memory: 947 loss: 2.0856 2022/11/27 06:31:49 - mmengine - INFO - Epoch(train) [63][ 500/5005] lr: 4.7253e-02 eta: 3:59:22 time: 0.0589 data_time: 0.0021 memory: 947 loss: 2.0432 2022/11/27 06:31:54 - mmengine - INFO - Epoch(train) [63][ 600/5005] lr: 4.7227e-02 eta: 3:59:17 time: 0.0586 data_time: 0.0017 memory: 947 loss: 2.0272 2022/11/27 06:31:58 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:31:59 - mmengine - INFO - Epoch(train) [63][ 700/5005] lr: 4.7201e-02 eta: 3:59:12 time: 0.0522 data_time: 0.0019 memory: 947 loss: 2.0010 2022/11/27 06:32:04 - mmengine - INFO - Epoch(train) [63][ 800/5005] lr: 4.7175e-02 eta: 3:59:07 time: 0.0450 data_time: 0.0020 memory: 947 loss: 2.1991 2022/11/27 06:32:10 - mmengine - INFO - Epoch(train) [63][ 900/5005] lr: 4.7148e-02 eta: 3:59:02 time: 0.0446 data_time: 0.0018 memory: 947 loss: 2.1409 2022/11/27 06:32:15 - mmengine - INFO - Epoch(train) [63][1000/5005] lr: 4.7122e-02 eta: 3:58:58 time: 0.0472 data_time: 0.0018 memory: 947 loss: 2.0583 2022/11/27 06:32:20 - mmengine - INFO - Epoch(train) [63][1100/5005] lr: 4.7096e-02 eta: 3:58:53 time: 0.0458 data_time: 0.0022 memory: 947 loss: 2.0576 2022/11/27 06:32:25 - mmengine - INFO - Epoch(train) [63][1200/5005] lr: 4.7070e-02 eta: 3:58:48 time: 0.0432 data_time: 0.0019 memory: 947 loss: 2.2157 2022/11/27 06:32:30 - mmengine - INFO - Epoch(train) [63][1300/5005] lr: 4.7044e-02 eta: 3:58:43 time: 0.0495 data_time: 0.0021 memory: 947 loss: 2.0153 2022/11/27 06:32:35 - mmengine - INFO - Epoch(train) [63][1400/5005] lr: 4.7018e-02 eta: 3:58:38 time: 0.0484 data_time: 0.0021 memory: 947 loss: 2.0105 2022/11/27 06:32:40 - mmengine - INFO - Epoch(train) [63][1500/5005] lr: 4.6992e-02 eta: 3:58:33 time: 0.0546 data_time: 0.0017 memory: 947 loss: 1.9450 2022/11/27 06:32:45 - mmengine - INFO - Epoch(train) [63][1600/5005] lr: 4.6966e-02 eta: 3:58:28 time: 0.0438 data_time: 0.0019 memory: 947 loss: 2.3028 2022/11/27 06:32:49 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:32:50 - mmengine - INFO - Epoch(train) [63][1700/5005] lr: 4.6940e-02 eta: 3:58:23 time: 0.0423 data_time: 0.0019 memory: 947 loss: 2.1036 2022/11/27 06:32:55 - mmengine - INFO - Epoch(train) [63][1800/5005] lr: 4.6913e-02 eta: 3:58:17 time: 0.0447 data_time: 0.0019 memory: 947 loss: 2.0382 2022/11/27 06:32:59 - mmengine - INFO - Epoch(train) [63][1900/5005] lr: 4.6887e-02 eta: 3:58:12 time: 0.0456 data_time: 0.0023 memory: 947 loss: 2.0773 2022/11/27 06:33:04 - mmengine - INFO - Epoch(train) [63][2000/5005] lr: 4.6861e-02 eta: 3:58:07 time: 0.0509 data_time: 0.0019 memory: 947 loss: 2.1065 2022/11/27 06:33:09 - mmengine - INFO - Epoch(train) [63][2100/5005] lr: 4.6835e-02 eta: 3:58:02 time: 0.0465 data_time: 0.0018 memory: 947 loss: 1.9946 2022/11/27 06:33:14 - mmengine - INFO - Epoch(train) [63][2200/5005] lr: 4.6809e-02 eta: 3:57:57 time: 0.0450 data_time: 0.0020 memory: 947 loss: 2.2219 2022/11/27 06:33:19 - mmengine - INFO - Epoch(train) [63][2300/5005] lr: 4.6783e-02 eta: 3:57:52 time: 0.0422 data_time: 0.0020 memory: 947 loss: 2.0457 2022/11/27 06:33:24 - mmengine - INFO - Epoch(train) [63][2400/5005] lr: 4.6757e-02 eta: 3:57:47 time: 0.0454 data_time: 0.0021 memory: 947 loss: 2.0553 2022/11/27 06:33:29 - mmengine - INFO - Epoch(train) [63][2500/5005] lr: 4.6731e-02 eta: 3:57:42 time: 0.0464 data_time: 0.0018 memory: 947 loss: 2.0265 2022/11/27 06:33:34 - mmengine - INFO - Epoch(train) [63][2600/5005] lr: 4.6705e-02 eta: 3:57:37 time: 0.0490 data_time: 0.0017 memory: 947 loss: 2.0284 2022/11/27 06:33:39 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:33:39 - mmengine - INFO - Epoch(train) [63][2700/5005] lr: 4.6679e-02 eta: 3:57:32 time: 0.0569 data_time: 0.0020 memory: 947 loss: 2.1938 2022/11/27 06:33:44 - mmengine - INFO - Epoch(train) [63][2800/5005] lr: 4.6652e-02 eta: 3:57:27 time: 0.0522 data_time: 0.0017 memory: 947 loss: 2.0777 2022/11/27 06:33:49 - mmengine - INFO - Epoch(train) [63][2900/5005] lr: 4.6626e-02 eta: 3:57:22 time: 0.0532 data_time: 0.0019 memory: 947 loss: 1.9569 2022/11/27 06:33:54 - mmengine - INFO - Epoch(train) [63][3000/5005] lr: 4.6600e-02 eta: 3:57:17 time: 0.0454 data_time: 0.0017 memory: 947 loss: 2.1212 2022/11/27 06:33:59 - mmengine - INFO - Epoch(train) [63][3100/5005] lr: 4.6574e-02 eta: 3:57:12 time: 0.0547 data_time: 0.0017 memory: 947 loss: 2.0256 2022/11/27 06:34:05 - mmengine - INFO - Epoch(train) [63][3200/5005] lr: 4.6548e-02 eta: 3:57:07 time: 0.0461 data_time: 0.0020 memory: 947 loss: 2.0389 2022/11/27 06:34:10 - mmengine - INFO - Epoch(train) [63][3300/5005] lr: 4.6522e-02 eta: 3:57:02 time: 0.0493 data_time: 0.0017 memory: 947 loss: 1.9673 2022/11/27 06:34:15 - mmengine - INFO - Epoch(train) [63][3400/5005] lr: 4.6496e-02 eta: 3:56:57 time: 0.0477 data_time: 0.0021 memory: 947 loss: 2.2426 2022/11/27 06:34:20 - mmengine - INFO - Epoch(train) [63][3500/5005] lr: 4.6470e-02 eta: 3:56:52 time: 0.0460 data_time: 0.0021 memory: 947 loss: 2.1616 2022/11/27 06:34:24 - mmengine - INFO - Epoch(train) [63][3600/5005] lr: 4.6444e-02 eta: 3:56:47 time: 0.0436 data_time: 0.0018 memory: 947 loss: 1.9405 2022/11/27 06:34:29 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:34:30 - mmengine - INFO - Epoch(train) [63][3700/5005] lr: 4.6418e-02 eta: 3:56:42 time: 0.0424 data_time: 0.0019 memory: 947 loss: 2.1166 2022/11/27 06:34:34 - mmengine - INFO - Epoch(train) [63][3800/5005] lr: 4.6392e-02 eta: 3:56:37 time: 0.0464 data_time: 0.0041 memory: 947 loss: 2.4131 2022/11/27 06:34:39 - mmengine - INFO - Epoch(train) [63][3900/5005] lr: 4.6365e-02 eta: 3:56:32 time: 0.0492 data_time: 0.0018 memory: 947 loss: 2.1114 2022/11/27 06:34:44 - mmengine - INFO - Epoch(train) [63][4000/5005] lr: 4.6339e-02 eta: 3:56:27 time: 0.0619 data_time: 0.0020 memory: 947 loss: 2.1541 2022/11/27 06:34:50 - mmengine - INFO - Epoch(train) [63][4100/5005] lr: 4.6313e-02 eta: 3:56:22 time: 0.0625 data_time: 0.0021 memory: 947 loss: 2.1170 2022/11/27 06:34:55 - mmengine - INFO - Epoch(train) [63][4200/5005] lr: 4.6287e-02 eta: 3:56:17 time: 0.0514 data_time: 0.0021 memory: 947 loss: 2.1469 2022/11/27 06:35:00 - mmengine - INFO - Epoch(train) [63][4300/5005] lr: 4.6261e-02 eta: 3:56:12 time: 0.0518 data_time: 0.0020 memory: 947 loss: 2.1055 2022/11/27 06:35:05 - mmengine - INFO - Epoch(train) [63][4400/5005] lr: 4.6235e-02 eta: 3:56:07 time: 0.0450 data_time: 0.0021 memory: 947 loss: 1.9423 2022/11/27 06:35:10 - mmengine - INFO - Epoch(train) [63][4500/5005] lr: 4.6209e-02 eta: 3:56:02 time: 0.0600 data_time: 0.0019 memory: 947 loss: 2.3886 2022/11/27 06:35:15 - mmengine - INFO - Epoch(train) [63][4600/5005] lr: 4.6183e-02 eta: 3:55:57 time: 0.0494 data_time: 0.0020 memory: 947 loss: 1.9890 2022/11/27 06:35:19 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:35:19 - mmengine - INFO - Epoch(train) [63][4700/5005] lr: 4.6157e-02 eta: 3:55:52 time: 0.0488 data_time: 0.0020 memory: 947 loss: 1.8995 2022/11/27 06:35:25 - mmengine - INFO - Epoch(train) [63][4800/5005] lr: 4.6131e-02 eta: 3:55:47 time: 0.0699 data_time: 0.0017 memory: 947 loss: 2.3276 2022/11/27 06:35:30 - mmengine - INFO - Epoch(train) [63][4900/5005] lr: 4.6105e-02 eta: 3:55:42 time: 0.0579 data_time: 0.0021 memory: 947 loss: 2.0994 2022/11/27 06:35:35 - mmengine - INFO - Epoch(train) [63][5000/5005] lr: 4.6079e-02 eta: 3:55:37 time: 0.0454 data_time: 0.0024 memory: 947 loss: 2.1042 2022/11/27 06:35:35 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:35:35 - mmengine - INFO - Saving checkpoint at 63 epochs 2022/11/27 06:35:40 - mmengine - INFO - Epoch(val) [63][100/196] eta: 0:00:03 time: 0.0432 data_time: 0.0321 memory: 947 2022/11/27 06:35:53 - mmengine - INFO - Epoch(val) [63][196/196] accuracy/top1: 59.2620 accuracy/top5: 82.3780 2022/11/27 06:35:58 - mmengine - INFO - Epoch(train) [64][ 100/5005] lr: 4.6051e-02 eta: 3:55:32 time: 0.0502 data_time: 0.0100 memory: 947 loss: 2.1036 2022/11/27 06:36:03 - mmengine - INFO - Epoch(train) [64][ 200/5005] lr: 4.6025e-02 eta: 3:55:28 time: 0.0647 data_time: 0.0017 memory: 947 loss: 2.2328 2022/11/27 06:36:08 - mmengine - INFO - Epoch(train) [64][ 300/5005] lr: 4.5999e-02 eta: 3:55:22 time: 0.0460 data_time: 0.0017 memory: 947 loss: 1.9255 2022/11/27 06:36:13 - mmengine - INFO - Epoch(train) [64][ 400/5005] lr: 4.5973e-02 eta: 3:55:17 time: 0.0534 data_time: 0.0123 memory: 947 loss: 1.9043 2022/11/27 06:36:18 - mmengine - INFO - Epoch(train) [64][ 500/5005] lr: 4.5947e-02 eta: 3:55:13 time: 0.0508 data_time: 0.0028 memory: 947 loss: 1.9231 2022/11/27 06:36:23 - mmengine - INFO - Epoch(train) [64][ 600/5005] lr: 4.5921e-02 eta: 3:55:08 time: 0.0493 data_time: 0.0021 memory: 947 loss: 1.8340 2022/11/27 06:36:28 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:36:29 - mmengine - INFO - Epoch(train) [64][ 700/5005] lr: 4.5895e-02 eta: 3:55:03 time: 0.0463 data_time: 0.0023 memory: 947 loss: 2.1171 2022/11/27 06:36:34 - mmengine - INFO - Epoch(train) [64][ 800/5005] lr: 4.5869e-02 eta: 3:54:58 time: 0.0501 data_time: 0.0020 memory: 947 loss: 1.9601 2022/11/27 06:36:39 - mmengine - INFO - Epoch(train) [64][ 900/5005] lr: 4.5843e-02 eta: 3:54:53 time: 0.0560 data_time: 0.0017 memory: 947 loss: 2.1022 2022/11/27 06:36:44 - mmengine - INFO - Epoch(train) [64][1000/5005] lr: 4.5817e-02 eta: 3:54:48 time: 0.0533 data_time: 0.0018 memory: 947 loss: 2.0218 2022/11/27 06:36:49 - mmengine - INFO - Epoch(train) [64][1100/5005] lr: 4.5791e-02 eta: 3:54:43 time: 0.0450 data_time: 0.0020 memory: 947 loss: 1.8899 2022/11/27 06:36:54 - mmengine - INFO - Epoch(train) [64][1200/5005] lr: 4.5765e-02 eta: 3:54:38 time: 0.0494 data_time: 0.0089 memory: 947 loss: 2.0417 2022/11/27 06:36:59 - mmengine - INFO - Epoch(train) [64][1300/5005] lr: 4.5738e-02 eta: 3:54:33 time: 0.0544 data_time: 0.0035 memory: 947 loss: 2.0964 2022/11/27 06:37:04 - mmengine - INFO - Epoch(train) [64][1400/5005] lr: 4.5712e-02 eta: 3:54:28 time: 0.0493 data_time: 0.0020 memory: 947 loss: 2.2354 2022/11/27 06:37:09 - mmengine - INFO - Epoch(train) [64][1500/5005] lr: 4.5686e-02 eta: 3:54:23 time: 0.0451 data_time: 0.0018 memory: 947 loss: 1.9868 2022/11/27 06:37:15 - mmengine - INFO - Epoch(train) [64][1600/5005] lr: 4.5660e-02 eta: 3:54:19 time: 0.0817 data_time: 0.0017 memory: 947 loss: 1.8906 2022/11/27 06:37:19 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:37:20 - mmengine - INFO - Epoch(train) [64][1700/5005] lr: 4.5634e-02 eta: 3:54:14 time: 0.0479 data_time: 0.0020 memory: 947 loss: 1.9500 2022/11/27 06:37:25 - mmengine - INFO - Epoch(train) [64][1800/5005] lr: 4.5608e-02 eta: 3:54:09 time: 0.0618 data_time: 0.0017 memory: 947 loss: 2.2331 2022/11/27 06:37:30 - mmengine - INFO - Epoch(train) [64][1900/5005] lr: 4.5582e-02 eta: 3:54:04 time: 0.0497 data_time: 0.0020 memory: 947 loss: 2.1652 2022/11/27 06:37:35 - mmengine - INFO - Epoch(train) [64][2000/5005] lr: 4.5556e-02 eta: 3:53:59 time: 0.0447 data_time: 0.0019 memory: 947 loss: 2.0890 2022/11/27 06:37:40 - mmengine - INFO - Epoch(train) [64][2100/5005] lr: 4.5530e-02 eta: 3:53:54 time: 0.0547 data_time: 0.0021 memory: 947 loss: 2.0210 2022/11/27 06:37:45 - mmengine - INFO - Epoch(train) [64][2200/5005] lr: 4.5504e-02 eta: 3:53:49 time: 0.0513 data_time: 0.0021 memory: 947 loss: 2.1942 2022/11/27 06:37:50 - mmengine - INFO - Epoch(train) [64][2300/5005] lr: 4.5478e-02 eta: 3:53:44 time: 0.0559 data_time: 0.0016 memory: 947 loss: 2.1664 2022/11/27 06:37:56 - mmengine - INFO - Epoch(train) [64][2400/5005] lr: 4.5452e-02 eta: 3:53:39 time: 0.0460 data_time: 0.0018 memory: 947 loss: 1.8509 2022/11/27 06:38:01 - mmengine - INFO - Epoch(train) [64][2500/5005] lr: 4.5426e-02 eta: 3:53:35 time: 0.0489 data_time: 0.0017 memory: 947 loss: 2.0988 2022/11/27 06:38:06 - mmengine - INFO - Epoch(train) [64][2600/5005] lr: 4.5400e-02 eta: 3:53:30 time: 0.0426 data_time: 0.0018 memory: 947 loss: 1.8415 2022/11/27 06:38:10 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:38:11 - mmengine - INFO - Epoch(train) [64][2700/5005] lr: 4.5374e-02 eta: 3:53:25 time: 0.0519 data_time: 0.0023 memory: 947 loss: 1.7715 2022/11/27 06:38:16 - mmengine - INFO - Epoch(train) [64][2800/5005] lr: 4.5348e-02 eta: 3:53:20 time: 0.0473 data_time: 0.0017 memory: 947 loss: 2.0540 2022/11/27 06:38:21 - mmengine - INFO - Epoch(train) [64][2900/5005] lr: 4.5322e-02 eta: 3:53:15 time: 0.0637 data_time: 0.0018 memory: 947 loss: 2.1176 2022/11/27 06:38:26 - mmengine - INFO - Epoch(train) [64][3000/5005] lr: 4.5296e-02 eta: 3:53:10 time: 0.0469 data_time: 0.0018 memory: 947 loss: 2.1656 2022/11/27 06:38:32 - mmengine - INFO - Epoch(train) [64][3100/5005] lr: 4.5270e-02 eta: 3:53:05 time: 0.0527 data_time: 0.0088 memory: 947 loss: 2.2584 2022/11/27 06:38:37 - mmengine - INFO - Epoch(train) [64][3200/5005] lr: 4.5244e-02 eta: 3:53:01 time: 0.0448 data_time: 0.0020 memory: 947 loss: 2.1259 2022/11/27 06:38:42 - mmengine - INFO - Epoch(train) [64][3300/5005] lr: 4.5218e-02 eta: 3:52:56 time: 0.0447 data_time: 0.0024 memory: 947 loss: 2.0185 2022/11/27 06:38:48 - mmengine - INFO - Epoch(train) [64][3400/5005] lr: 4.5191e-02 eta: 3:52:51 time: 0.0455 data_time: 0.0020 memory: 947 loss: 2.0551 2022/11/27 06:38:53 - mmengine - INFO - Epoch(train) [64][3500/5005] lr: 4.5165e-02 eta: 3:52:46 time: 0.0566 data_time: 0.0083 memory: 947 loss: 1.9236 2022/11/27 06:38:58 - mmengine - INFO - Epoch(train) [64][3600/5005] lr: 4.5139e-02 eta: 3:52:41 time: 0.0489 data_time: 0.0019 memory: 947 loss: 1.9149 2022/11/27 06:39:02 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:39:03 - mmengine - INFO - Epoch(train) [64][3700/5005] lr: 4.5113e-02 eta: 3:52:36 time: 0.0543 data_time: 0.0018 memory: 947 loss: 2.0963 2022/11/27 06:39:08 - mmengine - INFO - Epoch(train) [64][3800/5005] lr: 4.5087e-02 eta: 3:52:31 time: 0.0480 data_time: 0.0021 memory: 947 loss: 2.0326 2022/11/27 06:39:14 - mmengine - INFO - Epoch(train) [64][3900/5005] lr: 4.5061e-02 eta: 3:52:27 time: 0.0753 data_time: 0.0016 memory: 947 loss: 1.9337 2022/11/27 06:39:19 - mmengine - INFO - Epoch(train) [64][4000/5005] lr: 4.5035e-02 eta: 3:52:22 time: 0.0464 data_time: 0.0023 memory: 947 loss: 2.1450 2022/11/27 06:39:24 - mmengine - INFO - Epoch(train) [64][4100/5005] lr: 4.5009e-02 eta: 3:52:17 time: 0.0473 data_time: 0.0023 memory: 947 loss: 2.0160 2022/11/27 06:39:30 - mmengine - INFO - Epoch(train) [64][4200/5005] lr: 4.4983e-02 eta: 3:52:13 time: 0.0659 data_time: 0.0018 memory: 947 loss: 2.1508 2022/11/27 06:39:35 - mmengine - INFO - Epoch(train) [64][4300/5005] lr: 4.4957e-02 eta: 3:52:08 time: 0.0484 data_time: 0.0021 memory: 947 loss: 2.2233 2022/11/27 06:39:40 - mmengine - INFO - Epoch(train) [64][4400/5005] lr: 4.4931e-02 eta: 3:52:03 time: 0.0484 data_time: 0.0059 memory: 947 loss: 2.0605 2022/11/27 06:39:45 - mmengine - INFO - Epoch(train) [64][4500/5005] lr: 4.4905e-02 eta: 3:51:58 time: 0.0468 data_time: 0.0018 memory: 947 loss: 2.2793 2022/11/27 06:39:50 - mmengine - INFO - Epoch(train) [64][4600/5005] lr: 4.4879e-02 eta: 3:51:53 time: 0.0512 data_time: 0.0017 memory: 947 loss: 2.0315 2022/11/27 06:39:54 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:39:55 - mmengine - INFO - Epoch(train) [64][4700/5005] lr: 4.4853e-02 eta: 3:51:48 time: 0.0489 data_time: 0.0018 memory: 947 loss: 2.1346 2022/11/27 06:40:00 - mmengine - INFO - Epoch(train) [64][4800/5005] lr: 4.4827e-02 eta: 3:51:43 time: 0.0474 data_time: 0.0019 memory: 947 loss: 2.0215 2022/11/27 06:40:05 - mmengine - INFO - Epoch(train) [64][4900/5005] lr: 4.4801e-02 eta: 3:51:38 time: 0.0461 data_time: 0.0020 memory: 947 loss: 2.2483 2022/11/27 06:40:10 - mmengine - INFO - Epoch(train) [64][5000/5005] lr: 4.4775e-02 eta: 3:51:33 time: 0.0440 data_time: 0.0025 memory: 947 loss: 2.3017 2022/11/27 06:40:11 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:40:11 - mmengine - INFO - Saving checkpoint at 64 epochs 2022/11/27 06:40:15 - mmengine - INFO - Epoch(val) [64][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0244 memory: 947 2022/11/27 06:40:28 - mmengine - INFO - Epoch(val) [64][196/196] accuracy/top1: 59.0300 accuracy/top5: 82.3320 2022/11/27 06:40:33 - mmengine - INFO - Epoch(train) [65][ 100/5005] lr: 4.4748e-02 eta: 3:51:28 time: 0.0538 data_time: 0.0152 memory: 947 loss: 1.9743 2022/11/27 06:40:39 - mmengine - INFO - Epoch(train) [65][ 200/5005] lr: 4.4722e-02 eta: 3:51:23 time: 0.0535 data_time: 0.0135 memory: 947 loss: 2.0690 2022/11/27 06:40:44 - mmengine - INFO - Epoch(train) [65][ 300/5005] lr: 4.4696e-02 eta: 3:51:18 time: 0.0449 data_time: 0.0018 memory: 947 loss: 2.0121 2022/11/27 06:40:49 - mmengine - INFO - Epoch(train) [65][ 400/5005] lr: 4.4670e-02 eta: 3:51:13 time: 0.0459 data_time: 0.0019 memory: 947 loss: 2.0149 2022/11/27 06:40:54 - mmengine - INFO - Epoch(train) [65][ 500/5005] lr: 4.4644e-02 eta: 3:51:08 time: 0.0559 data_time: 0.0025 memory: 947 loss: 2.1518 2022/11/27 06:40:59 - mmengine - INFO - Epoch(train) [65][ 600/5005] lr: 4.4618e-02 eta: 3:51:03 time: 0.0463 data_time: 0.0023 memory: 947 loss: 2.0070 2022/11/27 06:41:03 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:41:04 - mmengine - INFO - Epoch(train) [65][ 700/5005] lr: 4.4592e-02 eta: 3:50:58 time: 0.0476 data_time: 0.0019 memory: 947 loss: 1.9687 2022/11/27 06:41:09 - mmengine - INFO - Epoch(train) [65][ 800/5005] lr: 4.4566e-02 eta: 3:50:54 time: 0.0475 data_time: 0.0019 memory: 947 loss: 2.1237 2022/11/27 06:41:14 - mmengine - INFO - Epoch(train) [65][ 900/5005] lr: 4.4540e-02 eta: 3:50:49 time: 0.0521 data_time: 0.0021 memory: 947 loss: 2.0100 2022/11/27 06:41:19 - mmengine - INFO - Epoch(train) [65][1000/5005] lr: 4.4514e-02 eta: 3:50:44 time: 0.0439 data_time: 0.0022 memory: 947 loss: 1.9781 2022/11/27 06:41:24 - mmengine - INFO - Epoch(train) [65][1100/5005] lr: 4.4488e-02 eta: 3:50:39 time: 0.0477 data_time: 0.0021 memory: 947 loss: 2.2335 2022/11/27 06:41:29 - mmengine - INFO - Epoch(train) [65][1200/5005] lr: 4.4462e-02 eta: 3:50:34 time: 0.0432 data_time: 0.0022 memory: 947 loss: 2.0150 2022/11/27 06:41:35 - mmengine - INFO - Epoch(train) [65][1300/5005] lr: 4.4436e-02 eta: 3:50:29 time: 0.0565 data_time: 0.0026 memory: 947 loss: 2.0296 2022/11/27 06:41:40 - mmengine - INFO - Epoch(train) [65][1400/5005] lr: 4.4410e-02 eta: 3:50:24 time: 0.0526 data_time: 0.0017 memory: 947 loss: 1.9784 2022/11/27 06:41:45 - mmengine - INFO - Epoch(train) [65][1500/5005] lr: 4.4384e-02 eta: 3:50:20 time: 0.0550 data_time: 0.0134 memory: 947 loss: 2.0273 2022/11/27 06:41:50 - mmengine - INFO - Epoch(train) [65][1600/5005] lr: 4.4358e-02 eta: 3:50:15 time: 0.0457 data_time: 0.0018 memory: 947 loss: 1.7885 2022/11/27 06:41:54 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:41:55 - mmengine - INFO - Epoch(train) [65][1700/5005] lr: 4.4332e-02 eta: 3:50:10 time: 0.0462 data_time: 0.0034 memory: 947 loss: 2.1045 2022/11/27 06:42:01 - mmengine - INFO - Epoch(train) [65][1800/5005] lr: 4.4306e-02 eta: 3:50:05 time: 0.0541 data_time: 0.0019 memory: 947 loss: 2.0305 2022/11/27 06:42:06 - mmengine - INFO - Epoch(train) [65][1900/5005] lr: 4.4280e-02 eta: 3:50:00 time: 0.0466 data_time: 0.0020 memory: 947 loss: 2.1900 2022/11/27 06:42:10 - mmengine - INFO - Epoch(train) [65][2000/5005] lr: 4.4254e-02 eta: 3:49:55 time: 0.0467 data_time: 0.0019 memory: 947 loss: 2.1289 2022/11/27 06:42:15 - mmengine - INFO - Epoch(train) [65][2100/5005] lr: 4.4228e-02 eta: 3:49:50 time: 0.0470 data_time: 0.0022 memory: 947 loss: 1.9331 2022/11/27 06:42:20 - mmengine - INFO - Epoch(train) [65][2200/5005] lr: 4.4202e-02 eta: 3:49:45 time: 0.0469 data_time: 0.0021 memory: 947 loss: 1.9790 2022/11/27 06:42:26 - mmengine - INFO - Epoch(train) [65][2300/5005] lr: 4.4176e-02 eta: 3:49:40 time: 0.0518 data_time: 0.0021 memory: 947 loss: 2.3212 2022/11/27 06:42:31 - mmengine - INFO - Epoch(train) [65][2400/5005] lr: 4.4150e-02 eta: 3:49:35 time: 0.0448 data_time: 0.0019 memory: 947 loss: 2.0831 2022/11/27 06:42:36 - mmengine - INFO - Epoch(train) [65][2500/5005] lr: 4.4124e-02 eta: 3:49:30 time: 0.0479 data_time: 0.0019 memory: 947 loss: 1.8732 2022/11/27 06:42:41 - mmengine - INFO - Epoch(train) [65][2600/5005] lr: 4.4098e-02 eta: 3:49:25 time: 0.0493 data_time: 0.0018 memory: 947 loss: 1.8289 2022/11/27 06:42:45 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:42:46 - mmengine - INFO - Epoch(train) [65][2700/5005] lr: 4.4072e-02 eta: 3:49:20 time: 0.0470 data_time: 0.0023 memory: 947 loss: 2.2898 2022/11/27 06:42:51 - mmengine - INFO - Epoch(train) [65][2800/5005] lr: 4.4046e-02 eta: 3:49:15 time: 0.0684 data_time: 0.0030 memory: 947 loss: 1.9946 2022/11/27 06:42:56 - mmengine - INFO - Epoch(train) [65][2900/5005] lr: 4.4020e-02 eta: 3:49:10 time: 0.0491 data_time: 0.0019 memory: 947 loss: 2.0113 2022/11/27 06:43:01 - mmengine - INFO - Epoch(train) [65][3000/5005] lr: 4.3994e-02 eta: 3:49:05 time: 0.0499 data_time: 0.0076 memory: 947 loss: 2.1705 2022/11/27 06:43:06 - mmengine - INFO - Epoch(train) [65][3100/5005] lr: 4.3968e-02 eta: 3:49:00 time: 0.0454 data_time: 0.0021 memory: 947 loss: 1.9158 2022/11/27 06:43:11 - mmengine - INFO - Epoch(train) [65][3200/5005] lr: 4.3942e-02 eta: 3:48:55 time: 0.0449 data_time: 0.0017 memory: 947 loss: 2.1942 2022/11/27 06:43:17 - mmengine - INFO - Epoch(train) [65][3300/5005] lr: 4.3916e-02 eta: 3:48:51 time: 0.0508 data_time: 0.0020 memory: 947 loss: 2.0084 2022/11/27 06:43:22 - mmengine - INFO - Epoch(train) [65][3400/5005] lr: 4.3890e-02 eta: 3:48:46 time: 0.0548 data_time: 0.0021 memory: 947 loss: 1.9444 2022/11/27 06:43:27 - mmengine - INFO - Epoch(train) [65][3500/5005] lr: 4.3864e-02 eta: 3:48:41 time: 0.0442 data_time: 0.0020 memory: 947 loss: 1.9478 2022/11/27 06:43:32 - mmengine - INFO - Epoch(train) [65][3600/5005] lr: 4.3838e-02 eta: 3:48:36 time: 0.0577 data_time: 0.0020 memory: 947 loss: 1.9694 2022/11/27 06:43:36 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:43:37 - mmengine - INFO - Epoch(train) [65][3700/5005] lr: 4.3812e-02 eta: 3:48:31 time: 0.0541 data_time: 0.0023 memory: 947 loss: 2.1123 2022/11/27 06:43:42 - mmengine - INFO - Epoch(train) [65][3800/5005] lr: 4.3787e-02 eta: 3:48:26 time: 0.0477 data_time: 0.0026 memory: 947 loss: 2.1700 2022/11/27 06:43:47 - mmengine - INFO - Epoch(train) [65][3900/5005] lr: 4.3761e-02 eta: 3:48:21 time: 0.0477 data_time: 0.0021 memory: 947 loss: 1.9394 2022/11/27 06:43:52 - mmengine - INFO - Epoch(train) [65][4000/5005] lr: 4.3735e-02 eta: 3:48:16 time: 0.0462 data_time: 0.0020 memory: 947 loss: 2.1023 2022/11/27 06:43:58 - mmengine - INFO - Epoch(train) [65][4100/5005] lr: 4.3709e-02 eta: 3:48:11 time: 0.0498 data_time: 0.0018 memory: 947 loss: 2.1004 2022/11/27 06:44:03 - mmengine - INFO - Epoch(train) [65][4200/5005] lr: 4.3683e-02 eta: 3:48:06 time: 0.0494 data_time: 0.0017 memory: 947 loss: 1.9371 2022/11/27 06:44:08 - mmengine - INFO - Epoch(train) [65][4300/5005] lr: 4.3657e-02 eta: 3:48:01 time: 0.0470 data_time: 0.0020 memory: 947 loss: 2.0157 2022/11/27 06:44:13 - mmengine - INFO - Epoch(train) [65][4400/5005] lr: 4.3631e-02 eta: 3:47:57 time: 0.0464 data_time: 0.0020 memory: 947 loss: 2.0732 2022/11/27 06:44:18 - mmengine - INFO - Epoch(train) [65][4500/5005] lr: 4.3605e-02 eta: 3:47:52 time: 0.0479 data_time: 0.0020 memory: 947 loss: 1.9730 2022/11/27 06:44:23 - mmengine - INFO - Epoch(train) [65][4600/5005] lr: 4.3579e-02 eta: 3:47:47 time: 0.0458 data_time: 0.0020 memory: 947 loss: 2.2317 2022/11/27 06:44:27 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:44:28 - mmengine - INFO - Epoch(train) [65][4700/5005] lr: 4.3553e-02 eta: 3:47:42 time: 0.0453 data_time: 0.0020 memory: 947 loss: 1.7974 2022/11/27 06:44:34 - mmengine - INFO - Epoch(train) [65][4800/5005] lr: 4.3527e-02 eta: 3:47:37 time: 0.0463 data_time: 0.0023 memory: 947 loss: 2.0952 2022/11/27 06:44:39 - mmengine - INFO - Epoch(train) [65][4900/5005] lr: 4.3501e-02 eta: 3:47:32 time: 0.0427 data_time: 0.0020 memory: 947 loss: 1.9523 2022/11/27 06:44:44 - mmengine - INFO - Epoch(train) [65][5000/5005] lr: 4.3475e-02 eta: 3:47:27 time: 0.0436 data_time: 0.0036 memory: 947 loss: 2.0426 2022/11/27 06:44:44 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:44:44 - mmengine - INFO - Saving checkpoint at 65 epochs 2022/11/27 06:44:49 - mmengine - INFO - Epoch(val) [65][100/196] eta: 0:00:03 time: 0.0362 data_time: 0.0257 memory: 947 2022/11/27 06:45:01 - mmengine - INFO - Epoch(val) [65][196/196] accuracy/top1: 58.9580 accuracy/top5: 81.8920 2022/11/27 06:45:07 - mmengine - INFO - Epoch(train) [66][ 100/5005] lr: 4.3448e-02 eta: 3:47:22 time: 0.0473 data_time: 0.0019 memory: 947 loss: 2.0888 2022/11/27 06:45:12 - mmengine - INFO - Epoch(train) [66][ 200/5005] lr: 4.3422e-02 eta: 3:47:17 time: 0.0474 data_time: 0.0020 memory: 947 loss: 2.2345 2022/11/27 06:45:17 - mmengine - INFO - Epoch(train) [66][ 300/5005] lr: 4.3396e-02 eta: 3:47:13 time: 0.0480 data_time: 0.0019 memory: 947 loss: 1.9905 2022/11/27 06:45:22 - mmengine - INFO - Epoch(train) [66][ 400/5005] lr: 4.3370e-02 eta: 3:47:08 time: 0.0489 data_time: 0.0019 memory: 947 loss: 1.8063 2022/11/27 06:45:27 - mmengine - INFO - Epoch(train) [66][ 500/5005] lr: 4.3344e-02 eta: 3:47:03 time: 0.0534 data_time: 0.0021 memory: 947 loss: 2.0006 2022/11/27 06:45:32 - mmengine - INFO - Epoch(train) [66][ 600/5005] lr: 4.3318e-02 eta: 3:46:58 time: 0.0465 data_time: 0.0021 memory: 947 loss: 1.9995 2022/11/27 06:45:36 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:45:38 - mmengine - INFO - Epoch(train) [66][ 700/5005] lr: 4.3292e-02 eta: 3:46:53 time: 0.0666 data_time: 0.0186 memory: 947 loss: 1.9598 2022/11/27 06:45:43 - mmengine - INFO - Epoch(train) [66][ 800/5005] lr: 4.3267e-02 eta: 3:46:48 time: 0.0448 data_time: 0.0019 memory: 947 loss: 2.0677 2022/11/27 06:45:48 - mmengine - INFO - Epoch(train) [66][ 900/5005] lr: 4.3241e-02 eta: 3:46:43 time: 0.0515 data_time: 0.0022 memory: 947 loss: 2.0877 2022/11/27 06:45:53 - mmengine - INFO - Epoch(train) [66][1000/5005] lr: 4.3215e-02 eta: 3:46:38 time: 0.0492 data_time: 0.0019 memory: 947 loss: 2.0839 2022/11/27 06:45:58 - mmengine - INFO - Epoch(train) [66][1100/5005] lr: 4.3189e-02 eta: 3:46:33 time: 0.0490 data_time: 0.0018 memory: 947 loss: 2.1175 2022/11/27 06:46:03 - mmengine - INFO - Epoch(train) [66][1200/5005] lr: 4.3163e-02 eta: 3:46:28 time: 0.0509 data_time: 0.0018 memory: 947 loss: 1.9462 2022/11/27 06:46:08 - mmengine - INFO - Epoch(train) [66][1300/5005] lr: 4.3137e-02 eta: 3:46:23 time: 0.0459 data_time: 0.0024 memory: 947 loss: 1.9461 2022/11/27 06:46:13 - mmengine - INFO - Epoch(train) [66][1400/5005] lr: 4.3111e-02 eta: 3:46:18 time: 0.0438 data_time: 0.0022 memory: 947 loss: 1.9023 2022/11/27 06:46:18 - mmengine - INFO - Epoch(train) [66][1500/5005] lr: 4.3085e-02 eta: 3:46:13 time: 0.0476 data_time: 0.0021 memory: 947 loss: 2.1157 2022/11/27 06:46:23 - mmengine - INFO - Epoch(train) [66][1600/5005] lr: 4.3059e-02 eta: 3:46:08 time: 0.0526 data_time: 0.0091 memory: 947 loss: 1.6999 2022/11/27 06:46:27 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:46:28 - mmengine - INFO - Epoch(train) [66][1700/5005] lr: 4.3033e-02 eta: 3:46:03 time: 0.0448 data_time: 0.0019 memory: 947 loss: 1.9718 2022/11/27 06:46:33 - mmengine - INFO - Epoch(train) [66][1800/5005] lr: 4.3008e-02 eta: 3:45:58 time: 0.0456 data_time: 0.0019 memory: 947 loss: 2.0105 2022/11/27 06:46:39 - mmengine - INFO - Epoch(train) [66][1900/5005] lr: 4.2982e-02 eta: 3:45:53 time: 0.0451 data_time: 0.0022 memory: 947 loss: 1.9867 2022/11/27 06:46:44 - mmengine - INFO - Epoch(train) [66][2000/5005] lr: 4.2956e-02 eta: 3:45:49 time: 0.0672 data_time: 0.0020 memory: 947 loss: 1.8887 2022/11/27 06:46:49 - mmengine - INFO - Epoch(train) [66][2100/5005] lr: 4.2930e-02 eta: 3:45:44 time: 0.0582 data_time: 0.0017 memory: 947 loss: 1.9155 2022/11/27 06:46:54 - mmengine - INFO - Epoch(train) [66][2200/5005] lr: 4.2904e-02 eta: 3:45:39 time: 0.0501 data_time: 0.0017 memory: 947 loss: 1.8745 2022/11/27 06:46:59 - mmengine - INFO - Epoch(train) [66][2300/5005] lr: 4.2878e-02 eta: 3:45:34 time: 0.0437 data_time: 0.0018 memory: 947 loss: 1.9520 2022/11/27 06:47:04 - mmengine - INFO - Epoch(train) [66][2400/5005] lr: 4.2852e-02 eta: 3:45:29 time: 0.0522 data_time: 0.0093 memory: 947 loss: 1.7708 2022/11/27 06:47:09 - mmengine - INFO - Epoch(train) [66][2500/5005] lr: 4.2826e-02 eta: 3:45:24 time: 0.0469 data_time: 0.0024 memory: 947 loss: 2.0388 2022/11/27 06:47:14 - mmengine - INFO - Epoch(train) [66][2600/5005] lr: 4.2800e-02 eta: 3:45:19 time: 0.0558 data_time: 0.0020 memory: 947 loss: 2.0940 2022/11/27 06:47:18 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:47:19 - mmengine - INFO - Epoch(train) [66][2700/5005] lr: 4.2775e-02 eta: 3:45:14 time: 0.0470 data_time: 0.0032 memory: 947 loss: 1.9776 2022/11/27 06:47:24 - mmengine - INFO - Epoch(train) [66][2800/5005] lr: 4.2749e-02 eta: 3:45:09 time: 0.0476 data_time: 0.0020 memory: 947 loss: 1.9026 2022/11/27 06:47:29 - mmengine - INFO - Epoch(train) [66][2900/5005] lr: 4.2723e-02 eta: 3:45:04 time: 0.0470 data_time: 0.0018 memory: 947 loss: 2.1290 2022/11/27 06:47:34 - mmengine - INFO - Epoch(train) [66][3000/5005] lr: 4.2697e-02 eta: 3:44:59 time: 0.0480 data_time: 0.0018 memory: 947 loss: 2.1364 2022/11/27 06:47:39 - mmengine - INFO - Epoch(train) [66][3100/5005] lr: 4.2671e-02 eta: 3:44:54 time: 0.0461 data_time: 0.0018 memory: 947 loss: 2.0967 2022/11/27 06:47:44 - mmengine - INFO - Epoch(train) [66][3200/5005] lr: 4.2645e-02 eta: 3:44:49 time: 0.0559 data_time: 0.0018 memory: 947 loss: 1.9766 2022/11/27 06:47:49 - mmengine - INFO - Epoch(train) [66][3300/5005] lr: 4.2619e-02 eta: 3:44:44 time: 0.0482 data_time: 0.0021 memory: 947 loss: 2.1130 2022/11/27 06:47:55 - mmengine - INFO - Epoch(train) [66][3400/5005] lr: 4.2593e-02 eta: 3:44:39 time: 0.0465 data_time: 0.0019 memory: 947 loss: 2.0389 2022/11/27 06:48:00 - mmengine - INFO - Epoch(train) [66][3500/5005] lr: 4.2568e-02 eta: 3:44:34 time: 0.0566 data_time: 0.0021 memory: 947 loss: 1.9825 2022/11/27 06:48:05 - mmengine - INFO - Epoch(train) [66][3600/5005] lr: 4.2542e-02 eta: 3:44:29 time: 0.0469 data_time: 0.0049 memory: 947 loss: 2.1434 2022/11/27 06:48:09 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:48:10 - mmengine - INFO - Epoch(train) [66][3700/5005] lr: 4.2516e-02 eta: 3:44:24 time: 0.0519 data_time: 0.0075 memory: 947 loss: 2.0715 2022/11/27 06:48:15 - mmengine - INFO - Epoch(train) [66][3800/5005] lr: 4.2490e-02 eta: 3:44:20 time: 0.0447 data_time: 0.0020 memory: 947 loss: 1.9862 2022/11/27 06:48:20 - mmengine - INFO - Epoch(train) [66][3900/5005] lr: 4.2464e-02 eta: 3:44:15 time: 0.0522 data_time: 0.0024 memory: 947 loss: 1.9888 2022/11/27 06:48:26 - mmengine - INFO - Epoch(train) [66][4000/5005] lr: 4.2438e-02 eta: 3:44:10 time: 0.0435 data_time: 0.0020 memory: 947 loss: 2.1927 2022/11/27 06:48:31 - mmengine - INFO - Epoch(train) [66][4100/5005] lr: 4.2412e-02 eta: 3:44:05 time: 0.0493 data_time: 0.0019 memory: 947 loss: 2.0005 2022/11/27 06:48:36 - mmengine - INFO - Epoch(train) [66][4200/5005] lr: 4.2387e-02 eta: 3:44:00 time: 0.0547 data_time: 0.0020 memory: 947 loss: 2.2688 2022/11/27 06:48:41 - mmengine - INFO - Epoch(train) [66][4300/5005] lr: 4.2361e-02 eta: 3:43:55 time: 0.0461 data_time: 0.0021 memory: 947 loss: 1.9497 2022/11/27 06:48:46 - mmengine - INFO - Epoch(train) [66][4400/5005] lr: 4.2335e-02 eta: 3:43:50 time: 0.0498 data_time: 0.0019 memory: 947 loss: 2.1480 2022/11/27 06:48:51 - mmengine - INFO - Epoch(train) [66][4500/5005] lr: 4.2309e-02 eta: 3:43:45 time: 0.0549 data_time: 0.0019 memory: 947 loss: 2.1201 2022/11/27 06:48:56 - mmengine - INFO - Epoch(train) [66][4600/5005] lr: 4.2283e-02 eta: 3:43:40 time: 0.0498 data_time: 0.0017 memory: 947 loss: 1.8940 2022/11/27 06:49:00 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:49:01 - mmengine - INFO - Epoch(train) [66][4700/5005] lr: 4.2257e-02 eta: 3:43:35 time: 0.0587 data_time: 0.0019 memory: 947 loss: 2.1376 2022/11/27 06:49:07 - mmengine - INFO - Epoch(train) [66][4800/5005] lr: 4.2231e-02 eta: 3:43:31 time: 0.0552 data_time: 0.0024 memory: 947 loss: 2.0268 2022/11/27 06:49:12 - mmengine - INFO - Epoch(train) [66][4900/5005] lr: 4.2206e-02 eta: 3:43:26 time: 0.0436 data_time: 0.0021 memory: 947 loss: 1.8993 2022/11/27 06:49:17 - mmengine - INFO - Epoch(train) [66][5000/5005] lr: 4.2180e-02 eta: 3:43:21 time: 0.0418 data_time: 0.0024 memory: 947 loss: 1.9489 2022/11/27 06:49:17 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:49:17 - mmengine - INFO - Saving checkpoint at 66 epochs 2022/11/27 06:49:22 - mmengine - INFO - Epoch(val) [66][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0252 memory: 947 2022/11/27 06:49:35 - mmengine - INFO - Epoch(val) [66][196/196] accuracy/top1: 59.8320 accuracy/top5: 82.7860 2022/11/27 06:49:40 - mmengine - INFO - Epoch(train) [67][ 100/5005] lr: 4.2153e-02 eta: 3:43:16 time: 0.0525 data_time: 0.0021 memory: 947 loss: 1.7480 2022/11/27 06:49:45 - mmengine - INFO - Epoch(train) [67][ 200/5005] lr: 4.2127e-02 eta: 3:43:11 time: 0.0563 data_time: 0.0018 memory: 947 loss: 1.9665 2022/11/27 06:49:50 - mmengine - INFO - Epoch(train) [67][ 300/5005] lr: 4.2101e-02 eta: 3:43:06 time: 0.0430 data_time: 0.0022 memory: 947 loss: 2.0141 2022/11/27 06:49:55 - mmengine - INFO - Epoch(train) [67][ 400/5005] lr: 4.2075e-02 eta: 3:43:01 time: 0.0502 data_time: 0.0020 memory: 947 loss: 1.9930 2022/11/27 06:50:00 - mmengine - INFO - Epoch(train) [67][ 500/5005] lr: 4.2049e-02 eta: 3:42:56 time: 0.0466 data_time: 0.0024 memory: 947 loss: 2.1074 2022/11/27 06:50:05 - mmengine - INFO - Epoch(train) [67][ 600/5005] lr: 4.2024e-02 eta: 3:42:51 time: 0.0756 data_time: 0.0019 memory: 947 loss: 2.2446 2022/11/27 06:50:09 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:50:11 - mmengine - INFO - Epoch(train) [67][ 700/5005] lr: 4.1998e-02 eta: 3:42:46 time: 0.0457 data_time: 0.0018 memory: 947 loss: 1.8961 2022/11/27 06:50:16 - mmengine - INFO - Epoch(train) [67][ 800/5005] lr: 4.1972e-02 eta: 3:42:41 time: 0.0501 data_time: 0.0020 memory: 947 loss: 1.9432 2022/11/27 06:50:21 - mmengine - INFO - Epoch(train) [67][ 900/5005] lr: 4.1946e-02 eta: 3:42:36 time: 0.0532 data_time: 0.0018 memory: 947 loss: 1.9912 2022/11/27 06:50:26 - mmengine - INFO - Epoch(train) [67][1000/5005] lr: 4.1920e-02 eta: 3:42:31 time: 0.0602 data_time: 0.0104 memory: 947 loss: 1.9665 2022/11/27 06:50:31 - mmengine - INFO - Epoch(train) [67][1100/5005] lr: 4.1895e-02 eta: 3:42:27 time: 0.0526 data_time: 0.0107 memory: 947 loss: 1.9183 2022/11/27 06:50:36 - mmengine - INFO - Epoch(train) [67][1200/5005] lr: 4.1869e-02 eta: 3:42:22 time: 0.0465 data_time: 0.0023 memory: 947 loss: 1.9513 2022/11/27 06:50:41 - mmengine - INFO - Epoch(train) [67][1300/5005] lr: 4.1843e-02 eta: 3:42:17 time: 0.0489 data_time: 0.0020 memory: 947 loss: 1.6657 2022/11/27 06:50:46 - mmengine - INFO - Epoch(train) [67][1400/5005] lr: 4.1817e-02 eta: 3:42:12 time: 0.0534 data_time: 0.0019 memory: 947 loss: 2.3016 2022/11/27 06:50:51 - mmengine - INFO - Epoch(train) [67][1500/5005] lr: 4.1791e-02 eta: 3:42:07 time: 0.0490 data_time: 0.0018 memory: 947 loss: 2.1417 2022/11/27 06:50:56 - mmengine - INFO - Epoch(train) [67][1600/5005] lr: 4.1766e-02 eta: 3:42:02 time: 0.0503 data_time: 0.0023 memory: 947 loss: 1.8916 2022/11/27 06:51:00 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:51:02 - mmengine - INFO - Epoch(train) [67][1700/5005] lr: 4.1740e-02 eta: 3:41:57 time: 0.0482 data_time: 0.0019 memory: 947 loss: 1.9024 2022/11/27 06:51:07 - mmengine - INFO - Epoch(train) [67][1800/5005] lr: 4.1714e-02 eta: 3:41:52 time: 0.0422 data_time: 0.0019 memory: 947 loss: 1.8978 2022/11/27 06:51:11 - mmengine - INFO - Epoch(train) [67][1900/5005] lr: 4.1688e-02 eta: 3:41:47 time: 0.0432 data_time: 0.0021 memory: 947 loss: 2.0834 2022/11/27 06:51:16 - mmengine - INFO - Epoch(train) [67][2000/5005] lr: 4.1662e-02 eta: 3:41:41 time: 0.0445 data_time: 0.0020 memory: 947 loss: 1.9844 2022/11/27 06:51:21 - mmengine - INFO - Epoch(train) [67][2100/5005] lr: 4.1637e-02 eta: 3:41:36 time: 0.0480 data_time: 0.0022 memory: 947 loss: 2.0886 2022/11/27 06:51:26 - mmengine - INFO - Epoch(train) [67][2200/5005] lr: 4.1611e-02 eta: 3:41:31 time: 0.0459 data_time: 0.0020 memory: 947 loss: 1.9397 2022/11/27 06:51:31 - mmengine - INFO - Epoch(train) [67][2300/5005] lr: 4.1585e-02 eta: 3:41:26 time: 0.0471 data_time: 0.0017 memory: 947 loss: 2.0790 2022/11/27 06:51:36 - mmengine - INFO - Epoch(train) [67][2400/5005] lr: 4.1559e-02 eta: 3:41:22 time: 0.0543 data_time: 0.0058 memory: 947 loss: 2.1491 2022/11/27 06:51:41 - mmengine - INFO - Epoch(train) [67][2500/5005] lr: 4.1533e-02 eta: 3:41:17 time: 0.0507 data_time: 0.0018 memory: 947 loss: 2.2987 2022/11/27 06:51:46 - mmengine - INFO - Epoch(train) [67][2600/5005] lr: 4.1508e-02 eta: 3:41:12 time: 0.0478 data_time: 0.0018 memory: 947 loss: 2.2187 2022/11/27 06:51:50 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:51:51 - mmengine - INFO - Epoch(train) [67][2700/5005] lr: 4.1482e-02 eta: 3:41:07 time: 0.0474 data_time: 0.0018 memory: 947 loss: 2.0733 2022/11/27 06:51:57 - mmengine - INFO - Epoch(train) [67][2800/5005] lr: 4.1456e-02 eta: 3:41:02 time: 0.0599 data_time: 0.0018 memory: 947 loss: 2.0801 2022/11/27 06:52:02 - mmengine - INFO - Epoch(train) [67][2900/5005] lr: 4.1430e-02 eta: 3:40:57 time: 0.0449 data_time: 0.0020 memory: 947 loss: 2.0394 2022/11/27 06:52:07 - mmengine - INFO - Epoch(train) [67][3000/5005] lr: 4.1405e-02 eta: 3:40:52 time: 0.0536 data_time: 0.0105 memory: 947 loss: 2.0186 2022/11/27 06:52:12 - mmengine - INFO - Epoch(train) [67][3100/5005] lr: 4.1379e-02 eta: 3:40:47 time: 0.0479 data_time: 0.0020 memory: 947 loss: 2.1341 2022/11/27 06:52:17 - mmengine - INFO - Epoch(train) [67][3200/5005] lr: 4.1353e-02 eta: 3:40:42 time: 0.0463 data_time: 0.0019 memory: 947 loss: 2.0737 2022/11/27 06:52:22 - mmengine - INFO - Epoch(train) [67][3300/5005] lr: 4.1327e-02 eta: 3:40:37 time: 0.0481 data_time: 0.0019 memory: 947 loss: 2.0682 2022/11/27 06:52:27 - mmengine - INFO - Epoch(train) [67][3400/5005] lr: 4.1302e-02 eta: 3:40:32 time: 0.0461 data_time: 0.0021 memory: 947 loss: 2.0566 2022/11/27 06:52:32 - mmengine - INFO - Epoch(train) [67][3500/5005] lr: 4.1276e-02 eta: 3:40:27 time: 0.0509 data_time: 0.0019 memory: 947 loss: 1.9522 2022/11/27 06:52:37 - mmengine - INFO - Epoch(train) [67][3600/5005] lr: 4.1250e-02 eta: 3:40:22 time: 0.0491 data_time: 0.0018 memory: 947 loss: 1.8698 2022/11/27 06:52:40 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:52:41 - mmengine - INFO - Epoch(train) [67][3700/5005] lr: 4.1224e-02 eta: 3:40:17 time: 0.0444 data_time: 0.0019 memory: 947 loss: 1.9717 2022/11/27 06:52:46 - mmengine - INFO - Epoch(train) [67][3800/5005] lr: 4.1199e-02 eta: 3:40:11 time: 0.0488 data_time: 0.0018 memory: 947 loss: 1.8475 2022/11/27 06:52:51 - mmengine - INFO - Epoch(train) [67][3900/5005] lr: 4.1173e-02 eta: 3:40:06 time: 0.0480 data_time: 0.0017 memory: 947 loss: 1.8625 2022/11/27 06:52:56 - mmengine - INFO - Epoch(train) [67][4000/5005] lr: 4.1147e-02 eta: 3:40:01 time: 0.0464 data_time: 0.0020 memory: 947 loss: 2.1674 2022/11/27 06:53:01 - mmengine - INFO - Epoch(train) [67][4100/5005] lr: 4.1121e-02 eta: 3:39:56 time: 0.0520 data_time: 0.0019 memory: 947 loss: 1.8159 2022/11/27 06:53:06 - mmengine - INFO - Epoch(train) [67][4200/5005] lr: 4.1096e-02 eta: 3:39:51 time: 0.0531 data_time: 0.0097 memory: 947 loss: 2.1076 2022/11/27 06:53:12 - mmengine - INFO - Epoch(train) [67][4300/5005] lr: 4.1070e-02 eta: 3:39:47 time: 0.0454 data_time: 0.0022 memory: 947 loss: 2.1949 2022/11/27 06:53:16 - mmengine - INFO - Epoch(train) [67][4400/5005] lr: 4.1044e-02 eta: 3:39:41 time: 0.0462 data_time: 0.0018 memory: 947 loss: 1.8644 2022/11/27 06:53:21 - mmengine - INFO - Epoch(train) [67][4500/5005] lr: 4.1018e-02 eta: 3:39:36 time: 0.0469 data_time: 0.0022 memory: 947 loss: 2.0572 2022/11/27 06:53:26 - mmengine - INFO - Epoch(train) [67][4600/5005] lr: 4.0993e-02 eta: 3:39:31 time: 0.0597 data_time: 0.0019 memory: 947 loss: 1.9090 2022/11/27 06:53:30 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:53:31 - mmengine - INFO - Epoch(train) [67][4700/5005] lr: 4.0967e-02 eta: 3:39:26 time: 0.0459 data_time: 0.0020 memory: 947 loss: 2.1135 2022/11/27 06:53:36 - mmengine - INFO - Epoch(train) [67][4800/5005] lr: 4.0941e-02 eta: 3:39:21 time: 0.0451 data_time: 0.0021 memory: 947 loss: 2.0773 2022/11/27 06:53:41 - mmengine - INFO - Epoch(train) [67][4900/5005] lr: 4.0915e-02 eta: 3:39:16 time: 0.0462 data_time: 0.0019 memory: 947 loss: 2.1184 2022/11/27 06:53:47 - mmengine - INFO - Epoch(train) [67][5000/5005] lr: 4.0890e-02 eta: 3:39:11 time: 0.0416 data_time: 0.0025 memory: 947 loss: 2.0950 2022/11/27 06:53:47 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:53:47 - mmengine - INFO - Saving checkpoint at 67 epochs 2022/11/27 06:53:51 - mmengine - INFO - Epoch(val) [67][100/196] eta: 0:00:03 time: 0.0384 data_time: 0.0274 memory: 947 2022/11/27 06:54:04 - mmengine - INFO - Epoch(val) [67][196/196] accuracy/top1: 59.7340 accuracy/top5: 82.6180 2022/11/27 06:54:09 - mmengine - INFO - Epoch(train) [68][ 100/5005] lr: 4.0863e-02 eta: 3:39:06 time: 0.0488 data_time: 0.0020 memory: 947 loss: 1.6678 2022/11/27 06:54:15 - mmengine - INFO - Epoch(train) [68][ 200/5005] lr: 4.0837e-02 eta: 3:39:02 time: 0.0454 data_time: 0.0019 memory: 947 loss: 2.2047 2022/11/27 06:54:20 - mmengine - INFO - Epoch(train) [68][ 300/5005] lr: 4.0811e-02 eta: 3:38:57 time: 0.0514 data_time: 0.0022 memory: 947 loss: 1.8657 2022/11/27 06:54:25 - mmengine - INFO - Epoch(train) [68][ 400/5005] lr: 4.0786e-02 eta: 3:38:52 time: 0.0480 data_time: 0.0064 memory: 947 loss: 2.1326 2022/11/27 06:54:30 - mmengine - INFO - Epoch(train) [68][ 500/5005] lr: 4.0760e-02 eta: 3:38:47 time: 0.0468 data_time: 0.0020 memory: 947 loss: 1.9504 2022/11/27 06:54:35 - mmengine - INFO - Epoch(train) [68][ 600/5005] lr: 4.0734e-02 eta: 3:38:42 time: 0.0482 data_time: 0.0019 memory: 947 loss: 1.9386 2022/11/27 06:54:38 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:54:40 - mmengine - INFO - Epoch(train) [68][ 700/5005] lr: 4.0709e-02 eta: 3:38:37 time: 0.0482 data_time: 0.0020 memory: 947 loss: 1.9920 2022/11/27 06:54:45 - mmengine - INFO - Epoch(train) [68][ 800/5005] lr: 4.0683e-02 eta: 3:38:32 time: 0.0442 data_time: 0.0017 memory: 947 loss: 1.9971 2022/11/27 06:54:50 - mmengine - INFO - Epoch(train) [68][ 900/5005] lr: 4.0657e-02 eta: 3:38:27 time: 0.0475 data_time: 0.0025 memory: 947 loss: 1.9575 2022/11/27 06:54:55 - mmengine - INFO - Epoch(train) [68][1000/5005] lr: 4.0631e-02 eta: 3:38:22 time: 0.0530 data_time: 0.0028 memory: 947 loss: 1.9537 2022/11/27 06:55:00 - mmengine - INFO - Epoch(train) [68][1100/5005] lr: 4.0606e-02 eta: 3:38:17 time: 0.0437 data_time: 0.0019 memory: 947 loss: 2.0211 2022/11/27 06:55:05 - mmengine - INFO - Epoch(train) [68][1200/5005] lr: 4.0580e-02 eta: 3:38:12 time: 0.0460 data_time: 0.0020 memory: 947 loss: 2.0380 2022/11/27 06:55:10 - mmengine - INFO - Epoch(train) [68][1300/5005] lr: 4.0554e-02 eta: 3:38:07 time: 0.0458 data_time: 0.0023 memory: 947 loss: 2.0415 2022/11/27 06:55:15 - mmengine - INFO - Epoch(train) [68][1400/5005] lr: 4.0529e-02 eta: 3:38:02 time: 0.0538 data_time: 0.0022 memory: 947 loss: 2.0384 2022/11/27 06:55:21 - mmengine - INFO - Epoch(train) [68][1500/5005] lr: 4.0503e-02 eta: 3:37:57 time: 0.0496 data_time: 0.0018 memory: 947 loss: 2.1017 2022/11/27 06:55:26 - mmengine - INFO - Epoch(train) [68][1600/5005] lr: 4.0477e-02 eta: 3:37:52 time: 0.0532 data_time: 0.0018 memory: 947 loss: 1.9798 2022/11/27 06:55:29 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:55:31 - mmengine - INFO - Epoch(train) [68][1700/5005] lr: 4.0452e-02 eta: 3:37:47 time: 0.0490 data_time: 0.0025 memory: 947 loss: 2.2170 2022/11/27 06:55:36 - mmengine - INFO - Epoch(train) [68][1800/5005] lr: 4.0426e-02 eta: 3:37:42 time: 0.0478 data_time: 0.0018 memory: 947 loss: 1.9509 2022/11/27 06:55:41 - mmengine - INFO - Epoch(train) [68][1900/5005] lr: 4.0400e-02 eta: 3:37:37 time: 0.0470 data_time: 0.0021 memory: 947 loss: 2.0893 2022/11/27 06:55:46 - mmengine - INFO - Epoch(train) [68][2000/5005] lr: 4.0375e-02 eta: 3:37:32 time: 0.0466 data_time: 0.0021 memory: 947 loss: 2.1065 2022/11/27 06:55:51 - mmengine - INFO - Epoch(train) [68][2100/5005] lr: 4.0349e-02 eta: 3:37:27 time: 0.0717 data_time: 0.0019 memory: 947 loss: 1.8458 2022/11/27 06:55:56 - mmengine - INFO - Epoch(train) [68][2200/5005] lr: 4.0323e-02 eta: 3:37:22 time: 0.0473 data_time: 0.0019 memory: 947 loss: 1.9358 2022/11/27 06:56:01 - mmengine - INFO - Epoch(train) [68][2300/5005] lr: 4.0298e-02 eta: 3:37:17 time: 0.0464 data_time: 0.0019 memory: 947 loss: 1.8874 2022/11/27 06:56:06 - mmengine - INFO - Epoch(train) [68][2400/5005] lr: 4.0272e-02 eta: 3:37:12 time: 0.0433 data_time: 0.0023 memory: 947 loss: 2.1192 2022/11/27 06:56:11 - mmengine - INFO - Epoch(train) [68][2500/5005] lr: 4.0246e-02 eta: 3:37:07 time: 0.0455 data_time: 0.0018 memory: 947 loss: 2.0342 2022/11/27 06:56:16 - mmengine - INFO - Epoch(train) [68][2600/5005] lr: 4.0221e-02 eta: 3:37:02 time: 0.0632 data_time: 0.0017 memory: 947 loss: 2.1285 2022/11/27 06:56:19 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:56:21 - mmengine - INFO - Epoch(train) [68][2700/5005] lr: 4.0195e-02 eta: 3:36:57 time: 0.0449 data_time: 0.0018 memory: 947 loss: 2.2148 2022/11/27 06:56:26 - mmengine - INFO - Epoch(train) [68][2800/5005] lr: 4.0169e-02 eta: 3:36:52 time: 0.0482 data_time: 0.0022 memory: 947 loss: 1.7551 2022/11/27 06:56:31 - mmengine - INFO - Epoch(train) [68][2900/5005] lr: 4.0144e-02 eta: 3:36:47 time: 0.0492 data_time: 0.0021 memory: 947 loss: 1.7811 2022/11/27 06:56:36 - mmengine - INFO - Epoch(train) [68][3000/5005] lr: 4.0118e-02 eta: 3:36:42 time: 0.0465 data_time: 0.0020 memory: 947 loss: 2.2315 2022/11/27 06:56:41 - mmengine - INFO - Epoch(train) [68][3100/5005] lr: 4.0093e-02 eta: 3:36:37 time: 0.0491 data_time: 0.0019 memory: 947 loss: 1.9661 2022/11/27 06:56:46 - mmengine - INFO - Epoch(train) [68][3200/5005] lr: 4.0067e-02 eta: 3:36:32 time: 0.0453 data_time: 0.0021 memory: 947 loss: 2.0750 2022/11/27 06:56:51 - mmengine - INFO - Epoch(train) [68][3300/5005] lr: 4.0041e-02 eta: 3:36:27 time: 0.0439 data_time: 0.0017 memory: 947 loss: 2.0098 2022/11/27 06:56:56 - mmengine - INFO - Epoch(train) [68][3400/5005] lr: 4.0016e-02 eta: 3:36:22 time: 0.0508 data_time: 0.0019 memory: 947 loss: 1.9461 2022/11/27 06:57:01 - mmengine - INFO - Epoch(train) [68][3500/5005] lr: 3.9990e-02 eta: 3:36:17 time: 0.0479 data_time: 0.0024 memory: 947 loss: 1.9857 2022/11/27 06:57:06 - mmengine - INFO - Epoch(train) [68][3600/5005] lr: 3.9964e-02 eta: 3:36:13 time: 0.0490 data_time: 0.0024 memory: 947 loss: 1.8542 2022/11/27 06:57:10 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:57:12 - mmengine - INFO - Epoch(train) [68][3700/5005] lr: 3.9939e-02 eta: 3:36:08 time: 0.0530 data_time: 0.0018 memory: 947 loss: 1.9530 2022/11/27 06:57:17 - mmengine - INFO - Epoch(train) [68][3800/5005] lr: 3.9913e-02 eta: 3:36:03 time: 0.0458 data_time: 0.0018 memory: 947 loss: 2.0574 2022/11/27 06:57:22 - mmengine - INFO - Epoch(train) [68][3900/5005] lr: 3.9888e-02 eta: 3:35:58 time: 0.0529 data_time: 0.0020 memory: 947 loss: 1.8765 2022/11/27 06:57:27 - mmengine - INFO - Epoch(train) [68][4000/5005] lr: 3.9862e-02 eta: 3:35:53 time: 0.0461 data_time: 0.0019 memory: 947 loss: 2.0922 2022/11/27 06:57:32 - mmengine - INFO - Epoch(train) [68][4100/5005] lr: 3.9836e-02 eta: 3:35:48 time: 0.0509 data_time: 0.0021 memory: 947 loss: 1.8548 2022/11/27 06:57:37 - mmengine - INFO - Epoch(train) [68][4200/5005] lr: 3.9811e-02 eta: 3:35:43 time: 0.0487 data_time: 0.0023 memory: 947 loss: 1.8102 2022/11/27 06:57:42 - mmengine - INFO - Epoch(train) [68][4300/5005] lr: 3.9785e-02 eta: 3:35:38 time: 0.0518 data_time: 0.0022 memory: 947 loss: 1.9397 2022/11/27 06:57:47 - mmengine - INFO - Epoch(train) [68][4400/5005] lr: 3.9759e-02 eta: 3:35:33 time: 0.0481 data_time: 0.0019 memory: 947 loss: 2.0553 2022/11/27 06:57:53 - mmengine - INFO - Epoch(train) [68][4500/5005] lr: 3.9734e-02 eta: 3:35:28 time: 0.0538 data_time: 0.0023 memory: 947 loss: 2.1097 2022/11/27 06:57:57 - mmengine - INFO - Epoch(train) [68][4600/5005] lr: 3.9708e-02 eta: 3:35:23 time: 0.0503 data_time: 0.0021 memory: 947 loss: 1.9458 2022/11/27 06:58:01 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:58:03 - mmengine - INFO - Epoch(train) [68][4700/5005] lr: 3.9683e-02 eta: 3:35:18 time: 0.0568 data_time: 0.0092 memory: 947 loss: 2.0982 2022/11/27 06:58:07 - mmengine - INFO - Epoch(train) [68][4800/5005] lr: 3.9657e-02 eta: 3:35:13 time: 0.0499 data_time: 0.0018 memory: 947 loss: 1.8904 2022/11/27 06:58:12 - mmengine - INFO - Epoch(train) [68][4900/5005] lr: 3.9632e-02 eta: 3:35:08 time: 0.0473 data_time: 0.0023 memory: 947 loss: 2.0997 2022/11/27 06:58:17 - mmengine - INFO - Epoch(train) [68][5000/5005] lr: 3.9606e-02 eta: 3:35:03 time: 0.0404 data_time: 0.0029 memory: 947 loss: 1.9371 2022/11/27 06:58:17 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:58:17 - mmengine - INFO - Saving checkpoint at 68 epochs 2022/11/27 06:58:22 - mmengine - INFO - Epoch(val) [68][100/196] eta: 0:00:03 time: 0.0363 data_time: 0.0238 memory: 947 2022/11/27 06:58:35 - mmengine - INFO - Epoch(val) [68][196/196] accuracy/top1: 60.4740 accuracy/top5: 83.2440 2022/11/27 06:58:40 - mmengine - INFO - Epoch(train) [69][ 100/5005] lr: 3.9579e-02 eta: 3:34:58 time: 0.0446 data_time: 0.0019 memory: 947 loss: 1.8139 2022/11/27 06:58:45 - mmengine - INFO - Epoch(train) [69][ 200/5005] lr: 3.9554e-02 eta: 3:34:53 time: 0.0469 data_time: 0.0020 memory: 947 loss: 1.9818 2022/11/27 06:58:51 - mmengine - INFO - Epoch(train) [69][ 300/5005] lr: 3.9528e-02 eta: 3:34:48 time: 0.0442 data_time: 0.0017 memory: 947 loss: 1.8721 2022/11/27 06:58:56 - mmengine - INFO - Epoch(train) [69][ 400/5005] lr: 3.9502e-02 eta: 3:34:43 time: 0.0558 data_time: 0.0021 memory: 947 loss: 2.0873 2022/11/27 06:59:01 - mmengine - INFO - Epoch(train) [69][ 500/5005] lr: 3.9477e-02 eta: 3:34:38 time: 0.0429 data_time: 0.0019 memory: 947 loss: 1.8694 2022/11/27 06:59:06 - mmengine - INFO - Epoch(train) [69][ 600/5005] lr: 3.9451e-02 eta: 3:34:33 time: 0.0466 data_time: 0.0021 memory: 947 loss: 2.0548 2022/11/27 06:59:09 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 06:59:11 - mmengine - INFO - Epoch(train) [69][ 700/5005] lr: 3.9426e-02 eta: 3:34:28 time: 0.0466 data_time: 0.0020 memory: 947 loss: 1.9427 2022/11/27 06:59:16 - mmengine - INFO - Epoch(train) [69][ 800/5005] lr: 3.9400e-02 eta: 3:34:23 time: 0.0456 data_time: 0.0019 memory: 947 loss: 2.0852 2022/11/27 06:59:21 - mmengine - INFO - Epoch(train) [69][ 900/5005] lr: 3.9375e-02 eta: 3:34:19 time: 0.0459 data_time: 0.0018 memory: 947 loss: 1.8638 2022/11/27 06:59:26 - mmengine - INFO - Epoch(train) [69][1000/5005] lr: 3.9349e-02 eta: 3:34:14 time: 0.0476 data_time: 0.0018 memory: 947 loss: 2.0091 2022/11/27 06:59:31 - mmengine - INFO - Epoch(train) [69][1100/5005] lr: 3.9323e-02 eta: 3:34:09 time: 0.0581 data_time: 0.0019 memory: 947 loss: 2.0255 2022/11/27 06:59:36 - mmengine - INFO - Epoch(train) [69][1200/5005] lr: 3.9298e-02 eta: 3:34:03 time: 0.0450 data_time: 0.0018 memory: 947 loss: 1.9558 2022/11/27 06:59:41 - mmengine - INFO - Epoch(train) [69][1300/5005] lr: 3.9272e-02 eta: 3:33:58 time: 0.0535 data_time: 0.0103 memory: 947 loss: 1.9545 2022/11/27 06:59:46 - mmengine - INFO - Epoch(train) [69][1400/5005] lr: 3.9247e-02 eta: 3:33:53 time: 0.0446 data_time: 0.0024 memory: 947 loss: 1.9424 2022/11/27 06:59:51 - mmengine - INFO - Epoch(train) [69][1500/5005] lr: 3.9221e-02 eta: 3:33:48 time: 0.0439 data_time: 0.0020 memory: 947 loss: 2.0251 2022/11/27 06:59:56 - mmengine - INFO - Epoch(train) [69][1600/5005] lr: 3.9196e-02 eta: 3:33:43 time: 0.0442 data_time: 0.0018 memory: 947 loss: 1.9917 2022/11/27 06:59:59 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:00:01 - mmengine - INFO - Epoch(train) [69][1700/5005] lr: 3.9170e-02 eta: 3:33:38 time: 0.0472 data_time: 0.0018 memory: 947 loss: 1.9618 2022/11/27 07:00:06 - mmengine - INFO - Epoch(train) [69][1800/5005] lr: 3.9145e-02 eta: 3:33:33 time: 0.0467 data_time: 0.0020 memory: 947 loss: 2.0490 2022/11/27 07:00:11 - mmengine - INFO - Epoch(train) [69][1900/5005] lr: 3.9119e-02 eta: 3:33:28 time: 0.0515 data_time: 0.0054 memory: 947 loss: 1.8386 2022/11/27 07:00:16 - mmengine - INFO - Epoch(train) [69][2000/5005] lr: 3.9094e-02 eta: 3:33:23 time: 0.0467 data_time: 0.0022 memory: 947 loss: 2.0360 2022/11/27 07:00:21 - mmengine - INFO - Epoch(train) [69][2100/5005] lr: 3.9068e-02 eta: 3:33:19 time: 0.0458 data_time: 0.0020 memory: 947 loss: 2.0107 2022/11/27 07:00:27 - mmengine - INFO - Epoch(train) [69][2200/5005] lr: 3.9043e-02 eta: 3:33:14 time: 0.0586 data_time: 0.0155 memory: 947 loss: 1.9761 2022/11/27 07:00:32 - mmengine - INFO - Epoch(train) [69][2300/5005] lr: 3.9017e-02 eta: 3:33:09 time: 0.0515 data_time: 0.0018 memory: 947 loss: 1.8801 2022/11/27 07:00:37 - mmengine - INFO - Epoch(train) [69][2400/5005] lr: 3.8992e-02 eta: 3:33:04 time: 0.0538 data_time: 0.0018 memory: 947 loss: 2.1729 2022/11/27 07:00:42 - mmengine - INFO - Epoch(train) [69][2500/5005] lr: 3.8966e-02 eta: 3:32:59 time: 0.0456 data_time: 0.0020 memory: 947 loss: 1.8450 2022/11/27 07:00:47 - mmengine - INFO - Epoch(train) [69][2600/5005] lr: 3.8941e-02 eta: 3:32:54 time: 0.0556 data_time: 0.0020 memory: 947 loss: 1.9896 2022/11/27 07:00:50 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:00:52 - mmengine - INFO - Epoch(train) [69][2700/5005] lr: 3.8915e-02 eta: 3:32:49 time: 0.0475 data_time: 0.0023 memory: 947 loss: 1.8610 2022/11/27 07:00:56 - mmengine - INFO - Epoch(train) [69][2800/5005] lr: 3.8890e-02 eta: 3:32:43 time: 0.0456 data_time: 0.0020 memory: 947 loss: 2.0660 2022/11/27 07:01:02 - mmengine - INFO - Epoch(train) [69][2900/5005] lr: 3.8864e-02 eta: 3:32:39 time: 0.0468 data_time: 0.0018 memory: 947 loss: 1.8919 2022/11/27 07:01:07 - mmengine - INFO - Epoch(train) [69][3000/5005] lr: 3.8839e-02 eta: 3:32:34 time: 0.0439 data_time: 0.0017 memory: 947 loss: 1.9973 2022/11/27 07:01:12 - mmengine - INFO - Epoch(train) [69][3100/5005] lr: 3.8813e-02 eta: 3:32:29 time: 0.0456 data_time: 0.0020 memory: 947 loss: 1.8416 2022/11/27 07:01:17 - mmengine - INFO - Epoch(train) [69][3200/5005] lr: 3.8788e-02 eta: 3:32:24 time: 0.0429 data_time: 0.0019 memory: 947 loss: 1.9613 2022/11/27 07:01:22 - mmengine - INFO - Epoch(train) [69][3300/5005] lr: 3.8762e-02 eta: 3:32:19 time: 0.0551 data_time: 0.0019 memory: 947 loss: 1.8761 2022/11/27 07:01:27 - mmengine - INFO - Epoch(train) [69][3400/5005] lr: 3.8737e-02 eta: 3:32:14 time: 0.0461 data_time: 0.0018 memory: 947 loss: 2.0510 2022/11/27 07:01:32 - mmengine - INFO - Epoch(train) [69][3500/5005] lr: 3.8711e-02 eta: 3:32:09 time: 0.0529 data_time: 0.0106 memory: 947 loss: 1.9905 2022/11/27 07:01:38 - mmengine - INFO - Epoch(train) [69][3600/5005] lr: 3.8686e-02 eta: 3:32:04 time: 0.0494 data_time: 0.0060 memory: 947 loss: 1.9871 2022/11/27 07:01:41 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:01:43 - mmengine - INFO - Epoch(train) [69][3700/5005] lr: 3.8660e-02 eta: 3:31:59 time: 0.0457 data_time: 0.0020 memory: 947 loss: 1.9327 2022/11/27 07:01:48 - mmengine - INFO - Epoch(train) [69][3800/5005] lr: 3.8635e-02 eta: 3:31:54 time: 0.0542 data_time: 0.0019 memory: 947 loss: 1.9573 2022/11/27 07:01:53 - mmengine - INFO - Epoch(train) [69][3900/5005] lr: 3.8609e-02 eta: 3:31:50 time: 0.0500 data_time: 0.0021 memory: 947 loss: 1.8965 2022/11/27 07:01:58 - mmengine - INFO - Epoch(train) [69][4000/5005] lr: 3.8584e-02 eta: 3:31:45 time: 0.0526 data_time: 0.0019 memory: 947 loss: 1.9554 2022/11/27 07:02:03 - mmengine - INFO - Epoch(train) [69][4100/5005] lr: 3.8558e-02 eta: 3:31:40 time: 0.0470 data_time: 0.0023 memory: 947 loss: 1.9782 2022/11/27 07:02:09 - mmengine - INFO - Epoch(train) [69][4200/5005] lr: 3.8533e-02 eta: 3:31:35 time: 0.0422 data_time: 0.0020 memory: 947 loss: 1.9899 2022/11/27 07:02:13 - mmengine - INFO - Epoch(train) [69][4300/5005] lr: 3.8507e-02 eta: 3:31:30 time: 0.0454 data_time: 0.0019 memory: 947 loss: 1.9963 2022/11/27 07:02:18 - mmengine - INFO - Epoch(train) [69][4400/5005] lr: 3.8482e-02 eta: 3:31:25 time: 0.0441 data_time: 0.0020 memory: 947 loss: 2.1687 2022/11/27 07:02:24 - mmengine - INFO - Epoch(train) [69][4500/5005] lr: 3.8456e-02 eta: 3:31:20 time: 0.0505 data_time: 0.0019 memory: 947 loss: 2.0673 2022/11/27 07:02:29 - mmengine - INFO - Epoch(train) [69][4600/5005] lr: 3.8431e-02 eta: 3:31:15 time: 0.0508 data_time: 0.0018 memory: 947 loss: 1.9547 2022/11/27 07:02:32 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:02:34 - mmengine - INFO - Epoch(train) [69][4700/5005] lr: 3.8406e-02 eta: 3:31:10 time: 0.0484 data_time: 0.0024 memory: 947 loss: 1.9212 2022/11/27 07:02:39 - mmengine - INFO - Epoch(train) [69][4800/5005] lr: 3.8380e-02 eta: 3:31:05 time: 0.0634 data_time: 0.0018 memory: 947 loss: 2.0969 2022/11/27 07:02:44 - mmengine - INFO - Epoch(train) [69][4900/5005] lr: 3.8355e-02 eta: 3:31:00 time: 0.0475 data_time: 0.0024 memory: 947 loss: 1.7720 2022/11/27 07:02:49 - mmengine - INFO - Epoch(train) [69][5000/5005] lr: 3.8329e-02 eta: 3:30:55 time: 0.0521 data_time: 0.0022 memory: 947 loss: 2.0486 2022/11/27 07:02:49 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:02:49 - mmengine - INFO - Saving checkpoint at 69 epochs 2022/11/27 07:02:54 - mmengine - INFO - Epoch(val) [69][100/196] eta: 0:00:03 time: 0.0289 data_time: 0.0181 memory: 947 2022/11/27 07:03:07 - mmengine - INFO - Epoch(val) [69][196/196] accuracy/top1: 60.3260 accuracy/top5: 83.3120 2022/11/27 07:03:12 - mmengine - INFO - Epoch(train) [70][ 100/5005] lr: 3.8303e-02 eta: 3:30:51 time: 0.0467 data_time: 0.0020 memory: 947 loss: 2.0051 2022/11/27 07:03:18 - mmengine - INFO - Epoch(train) [70][ 200/5005] lr: 3.8277e-02 eta: 3:30:46 time: 0.0581 data_time: 0.0020 memory: 947 loss: 1.7533 2022/11/27 07:03:23 - mmengine - INFO - Epoch(train) [70][ 300/5005] lr: 3.8252e-02 eta: 3:30:41 time: 0.0503 data_time: 0.0021 memory: 947 loss: 1.8479 2022/11/27 07:03:28 - mmengine - INFO - Epoch(train) [70][ 400/5005] lr: 3.8226e-02 eta: 3:30:36 time: 0.0564 data_time: 0.0037 memory: 947 loss: 1.8756 2022/11/27 07:03:33 - mmengine - INFO - Epoch(train) [70][ 500/5005] lr: 3.8201e-02 eta: 3:30:31 time: 0.0477 data_time: 0.0036 memory: 947 loss: 1.9809 2022/11/27 07:03:38 - mmengine - INFO - Epoch(train) [70][ 600/5005] lr: 3.8175e-02 eta: 3:30:26 time: 0.0464 data_time: 0.0023 memory: 947 loss: 1.9329 2022/11/27 07:03:41 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:03:43 - mmengine - INFO - Epoch(train) [70][ 700/5005] lr: 3.8150e-02 eta: 3:30:21 time: 0.0510 data_time: 0.0025 memory: 947 loss: 2.0504 2022/11/27 07:03:48 - mmengine - INFO - Epoch(train) [70][ 800/5005] lr: 3.8125e-02 eta: 3:30:16 time: 0.0516 data_time: 0.0022 memory: 947 loss: 1.9806 2022/11/27 07:03:53 - mmengine - INFO - Epoch(train) [70][ 900/5005] lr: 3.8099e-02 eta: 3:30:11 time: 0.0469 data_time: 0.0021 memory: 947 loss: 1.7333 2022/11/27 07:03:58 - mmengine - INFO - Epoch(train) [70][1000/5005] lr: 3.8074e-02 eta: 3:30:06 time: 0.0468 data_time: 0.0019 memory: 947 loss: 1.9635 2022/11/27 07:04:03 - mmengine - INFO - Epoch(train) [70][1100/5005] lr: 3.8048e-02 eta: 3:30:01 time: 0.0459 data_time: 0.0019 memory: 947 loss: 1.8877 2022/11/27 07:04:08 - mmengine - INFO - Epoch(train) [70][1200/5005] lr: 3.8023e-02 eta: 3:29:56 time: 0.0458 data_time: 0.0019 memory: 947 loss: 2.2300 2022/11/27 07:04:14 - mmengine - INFO - Epoch(train) [70][1300/5005] lr: 3.7998e-02 eta: 3:29:51 time: 0.0559 data_time: 0.0147 memory: 947 loss: 2.0167 2022/11/27 07:04:19 - mmengine - INFO - Epoch(train) [70][1400/5005] lr: 3.7972e-02 eta: 3:29:46 time: 0.0437 data_time: 0.0018 memory: 947 loss: 1.8699 2022/11/27 07:04:24 - mmengine - INFO - Epoch(train) [70][1500/5005] lr: 3.7947e-02 eta: 3:29:41 time: 0.0493 data_time: 0.0020 memory: 947 loss: 2.0094 2022/11/27 07:04:29 - mmengine - INFO - Epoch(train) [70][1600/5005] lr: 3.7922e-02 eta: 3:29:36 time: 0.0435 data_time: 0.0020 memory: 947 loss: 2.0686 2022/11/27 07:04:31 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:04:34 - mmengine - INFO - Epoch(train) [70][1700/5005] lr: 3.7896e-02 eta: 3:29:31 time: 0.0464 data_time: 0.0019 memory: 947 loss: 2.1216 2022/11/27 07:04:38 - mmengine - INFO - Epoch(train) [70][1800/5005] lr: 3.7871e-02 eta: 3:29:26 time: 0.0441 data_time: 0.0020 memory: 947 loss: 2.0394 2022/11/27 07:04:43 - mmengine - INFO - Epoch(train) [70][1900/5005] lr: 3.7845e-02 eta: 3:29:21 time: 0.0596 data_time: 0.0020 memory: 947 loss: 1.8735 2022/11/27 07:04:48 - mmengine - INFO - Epoch(train) [70][2000/5005] lr: 3.7820e-02 eta: 3:29:16 time: 0.0454 data_time: 0.0018 memory: 947 loss: 2.0240 2022/11/27 07:04:53 - mmengine - INFO - Epoch(train) [70][2100/5005] lr: 3.7795e-02 eta: 3:29:11 time: 0.0492 data_time: 0.0018 memory: 947 loss: 1.8923 2022/11/27 07:04:58 - mmengine - INFO - Epoch(train) [70][2200/5005] lr: 3.7769e-02 eta: 3:29:05 time: 0.0532 data_time: 0.0019 memory: 947 loss: 2.2369 2022/11/27 07:05:03 - mmengine - INFO - Epoch(train) [70][2300/5005] lr: 3.7744e-02 eta: 3:29:01 time: 0.0455 data_time: 0.0018 memory: 947 loss: 1.7269 2022/11/27 07:05:08 - mmengine - INFO - Epoch(train) [70][2400/5005] lr: 3.7719e-02 eta: 3:28:56 time: 0.0495 data_time: 0.0021 memory: 947 loss: 2.0522 2022/11/27 07:05:13 - mmengine - INFO - Epoch(train) [70][2500/5005] lr: 3.7693e-02 eta: 3:28:51 time: 0.0687 data_time: 0.0018 memory: 947 loss: 2.1899 2022/11/27 07:05:19 - mmengine - INFO - Epoch(train) [70][2600/5005] lr: 3.7668e-02 eta: 3:28:46 time: 0.0833 data_time: 0.0019 memory: 947 loss: 2.2036 2022/11/27 07:05:21 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:05:23 - mmengine - INFO - Epoch(train) [70][2700/5005] lr: 3.7643e-02 eta: 3:28:41 time: 0.0443 data_time: 0.0021 memory: 947 loss: 2.0523 2022/11/27 07:05:29 - mmengine - INFO - Epoch(train) [70][2800/5005] lr: 3.7617e-02 eta: 3:28:36 time: 0.0525 data_time: 0.0018 memory: 947 loss: 1.7297 2022/11/27 07:05:33 - mmengine - INFO - Epoch(train) [70][2900/5005] lr: 3.7592e-02 eta: 3:28:31 time: 0.0462 data_time: 0.0022 memory: 947 loss: 2.0645 2022/11/27 07:05:38 - mmengine - INFO - Epoch(train) [70][3000/5005] lr: 3.7567e-02 eta: 3:28:26 time: 0.0481 data_time: 0.0020 memory: 947 loss: 2.2716 2022/11/27 07:05:43 - mmengine - INFO - Epoch(train) [70][3100/5005] lr: 3.7541e-02 eta: 3:28:21 time: 0.0435 data_time: 0.0018 memory: 947 loss: 1.8938 2022/11/27 07:05:48 - mmengine - INFO - Epoch(train) [70][3200/5005] lr: 3.7516e-02 eta: 3:28:16 time: 0.0515 data_time: 0.0018 memory: 947 loss: 2.0603 2022/11/27 07:05:53 - mmengine - INFO - Epoch(train) [70][3300/5005] lr: 3.7491e-02 eta: 3:28:11 time: 0.0416 data_time: 0.0018 memory: 947 loss: 2.0697 2022/11/27 07:05:58 - mmengine - INFO - Epoch(train) [70][3400/5005] lr: 3.7465e-02 eta: 3:28:06 time: 0.0469 data_time: 0.0018 memory: 947 loss: 2.0704 2022/11/27 07:06:03 - mmengine - INFO - Epoch(train) [70][3500/5005] lr: 3.7440e-02 eta: 3:28:01 time: 0.0444 data_time: 0.0019 memory: 947 loss: 2.0537 2022/11/27 07:06:08 - mmengine - INFO - Epoch(train) [70][3600/5005] lr: 3.7415e-02 eta: 3:27:56 time: 0.0461 data_time: 0.0049 memory: 947 loss: 1.9041 2022/11/27 07:06:11 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:06:13 - mmengine - INFO - Epoch(train) [70][3700/5005] lr: 3.7389e-02 eta: 3:27:51 time: 0.0454 data_time: 0.0018 memory: 947 loss: 2.0453 2022/11/27 07:06:18 - mmengine - INFO - Epoch(train) [70][3800/5005] lr: 3.7364e-02 eta: 3:27:46 time: 0.0451 data_time: 0.0020 memory: 947 loss: 1.9482 2022/11/27 07:06:23 - mmengine - INFO - Epoch(train) [70][3900/5005] lr: 3.7339e-02 eta: 3:27:41 time: 0.0445 data_time: 0.0020 memory: 947 loss: 1.8286 2022/11/27 07:06:28 - mmengine - INFO - Epoch(train) [70][4000/5005] lr: 3.7313e-02 eta: 3:27:36 time: 0.0482 data_time: 0.0019 memory: 947 loss: 2.2529 2022/11/27 07:06:33 - mmengine - INFO - Epoch(train) [70][4100/5005] lr: 3.7288e-02 eta: 3:27:31 time: 0.0553 data_time: 0.0020 memory: 947 loss: 1.8749 2022/11/27 07:06:38 - mmengine - INFO - Epoch(train) [70][4200/5005] lr: 3.7263e-02 eta: 3:27:25 time: 0.0464 data_time: 0.0019 memory: 947 loss: 1.9791 2022/11/27 07:06:43 - mmengine - INFO - Epoch(train) [70][4300/5005] lr: 3.7237e-02 eta: 3:27:20 time: 0.0462 data_time: 0.0020 memory: 947 loss: 1.9849 2022/11/27 07:06:47 - mmengine - INFO - Epoch(train) [70][4400/5005] lr: 3.7212e-02 eta: 3:27:15 time: 0.0570 data_time: 0.0020 memory: 947 loss: 1.9495 2022/11/27 07:06:52 - mmengine - INFO - Epoch(train) [70][4500/5005] lr: 3.7187e-02 eta: 3:27:10 time: 0.0449 data_time: 0.0020 memory: 947 loss: 1.6829 2022/11/27 07:06:57 - mmengine - INFO - Epoch(train) [70][4600/5005] lr: 3.7162e-02 eta: 3:27:05 time: 0.0608 data_time: 0.0022 memory: 947 loss: 1.8858 2022/11/27 07:07:00 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:07:02 - mmengine - INFO - Epoch(train) [70][4700/5005] lr: 3.7136e-02 eta: 3:27:00 time: 0.0561 data_time: 0.0020 memory: 947 loss: 1.9693 2022/11/27 07:07:07 - mmengine - INFO - Epoch(train) [70][4800/5005] lr: 3.7111e-02 eta: 3:26:55 time: 0.0449 data_time: 0.0018 memory: 947 loss: 2.0306 2022/11/27 07:07:12 - mmengine - INFO - Epoch(train) [70][4900/5005] lr: 3.7086e-02 eta: 3:26:49 time: 0.0461 data_time: 0.0023 memory: 947 loss: 2.0187 2022/11/27 07:07:17 - mmengine - INFO - Epoch(train) [70][5000/5005] lr: 3.7061e-02 eta: 3:26:44 time: 0.0425 data_time: 0.0029 memory: 947 loss: 1.9890 2022/11/27 07:07:17 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:07:17 - mmengine - INFO - Saving checkpoint at 70 epochs 2022/11/27 07:07:21 - mmengine - INFO - Epoch(val) [70][100/196] eta: 0:00:03 time: 0.0381 data_time: 0.0275 memory: 947 2022/11/27 07:07:34 - mmengine - INFO - Epoch(val) [70][196/196] accuracy/top1: 60.0060 accuracy/top5: 83.1320 2022/11/27 07:07:39 - mmengine - INFO - Epoch(train) [71][ 100/5005] lr: 3.7034e-02 eta: 3:26:39 time: 0.0440 data_time: 0.0018 memory: 947 loss: 1.8596 2022/11/27 07:07:44 - mmengine - INFO - Epoch(train) [71][ 200/5005] lr: 3.7009e-02 eta: 3:26:34 time: 0.0462 data_time: 0.0019 memory: 947 loss: 2.0471 2022/11/27 07:07:50 - mmengine - INFO - Epoch(train) [71][ 300/5005] lr: 3.6984e-02 eta: 3:26:30 time: 0.0809 data_time: 0.0019 memory: 947 loss: 1.9340 2022/11/27 07:07:55 - mmengine - INFO - Epoch(train) [71][ 400/5005] lr: 3.6958e-02 eta: 3:26:24 time: 0.0456 data_time: 0.0021 memory: 947 loss: 1.7502 2022/11/27 07:08:00 - mmengine - INFO - Epoch(train) [71][ 500/5005] lr: 3.6933e-02 eta: 3:26:20 time: 0.0585 data_time: 0.0019 memory: 947 loss: 2.0238 2022/11/27 07:08:05 - mmengine - INFO - Epoch(train) [71][ 600/5005] lr: 3.6908e-02 eta: 3:26:15 time: 0.0561 data_time: 0.0021 memory: 947 loss: 1.7693 2022/11/27 07:08:08 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:08:10 - mmengine - INFO - Epoch(train) [71][ 700/5005] lr: 3.6883e-02 eta: 3:26:10 time: 0.0502 data_time: 0.0064 memory: 947 loss: 1.8054 2022/11/27 07:08:15 - mmengine - INFO - Epoch(train) [71][ 800/5005] lr: 3.6857e-02 eta: 3:26:05 time: 0.0527 data_time: 0.0022 memory: 947 loss: 1.9875 2022/11/27 07:08:21 - mmengine - INFO - Epoch(train) [71][ 900/5005] lr: 3.6832e-02 eta: 3:26:00 time: 0.0796 data_time: 0.0018 memory: 947 loss: 1.9217 2022/11/27 07:08:26 - mmengine - INFO - Epoch(train) [71][1000/5005] lr: 3.6807e-02 eta: 3:25:55 time: 0.0494 data_time: 0.0021 memory: 947 loss: 1.9783 2022/11/27 07:08:31 - mmengine - INFO - Epoch(train) [71][1100/5005] lr: 3.6782e-02 eta: 3:25:50 time: 0.0451 data_time: 0.0020 memory: 947 loss: 1.9221 2022/11/27 07:08:36 - mmengine - INFO - Epoch(train) [71][1200/5005] lr: 3.6756e-02 eta: 3:25:45 time: 0.0468 data_time: 0.0020 memory: 947 loss: 1.9649 2022/11/27 07:08:41 - mmengine - INFO - Epoch(train) [71][1300/5005] lr: 3.6731e-02 eta: 3:25:40 time: 0.0520 data_time: 0.0020 memory: 947 loss: 2.0935 2022/11/27 07:08:46 - mmengine - INFO - Epoch(train) [71][1400/5005] lr: 3.6706e-02 eta: 3:25:35 time: 0.0522 data_time: 0.0021 memory: 947 loss: 1.9501 2022/11/27 07:08:51 - mmengine - INFO - Epoch(train) [71][1500/5005] lr: 3.6681e-02 eta: 3:25:30 time: 0.0470 data_time: 0.0026 memory: 947 loss: 2.0535 2022/11/27 07:08:56 - mmengine - INFO - Epoch(train) [71][1600/5005] lr: 3.6656e-02 eta: 3:25:25 time: 0.0541 data_time: 0.0020 memory: 947 loss: 1.7198 2022/11/27 07:08:58 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:09:00 - mmengine - INFO - Epoch(train) [71][1700/5005] lr: 3.6630e-02 eta: 3:25:20 time: 0.0550 data_time: 0.0019 memory: 947 loss: 1.7756 2022/11/27 07:09:05 - mmengine - INFO - Epoch(train) [71][1800/5005] lr: 3.6605e-02 eta: 3:25:15 time: 0.0416 data_time: 0.0018 memory: 947 loss: 2.0890 2022/11/27 07:09:11 - mmengine - INFO - Epoch(train) [71][1900/5005] lr: 3.6580e-02 eta: 3:25:10 time: 0.0460 data_time: 0.0018 memory: 947 loss: 2.0242 2022/11/27 07:09:16 - mmengine - INFO - Epoch(train) [71][2000/5005] lr: 3.6555e-02 eta: 3:25:05 time: 0.0469 data_time: 0.0024 memory: 947 loss: 2.0229 2022/11/27 07:09:21 - mmengine - INFO - Epoch(train) [71][2100/5005] lr: 3.6530e-02 eta: 3:25:00 time: 0.0458 data_time: 0.0027 memory: 947 loss: 1.9634 2022/11/27 07:09:26 - mmengine - INFO - Epoch(train) [71][2200/5005] lr: 3.6504e-02 eta: 3:24:55 time: 0.0617 data_time: 0.0020 memory: 947 loss: 2.1381 2022/11/27 07:09:32 - mmengine - INFO - Epoch(train) [71][2300/5005] lr: 3.6479e-02 eta: 3:24:51 time: 0.0475 data_time: 0.0022 memory: 947 loss: 1.7495 2022/11/27 07:09:37 - mmengine - INFO - Epoch(train) [71][2400/5005] lr: 3.6454e-02 eta: 3:24:46 time: 0.0470 data_time: 0.0059 memory: 947 loss: 2.0427 2022/11/27 07:09:42 - mmengine - INFO - Epoch(train) [71][2500/5005] lr: 3.6429e-02 eta: 3:24:41 time: 0.0422 data_time: 0.0018 memory: 947 loss: 2.1765 2022/11/27 07:09:47 - mmengine - INFO - Epoch(train) [71][2600/5005] lr: 3.6404e-02 eta: 3:24:36 time: 0.0512 data_time: 0.0025 memory: 947 loss: 2.0196 2022/11/27 07:09:50 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:09:52 - mmengine - INFO - Epoch(train) [71][2700/5005] lr: 3.6379e-02 eta: 3:24:31 time: 0.0472 data_time: 0.0021 memory: 947 loss: 1.9858 2022/11/27 07:09:57 - mmengine - INFO - Epoch(train) [71][2800/5005] lr: 3.6353e-02 eta: 3:24:26 time: 0.0475 data_time: 0.0018 memory: 947 loss: 1.9842 2022/11/27 07:10:02 - mmengine - INFO - Epoch(train) [71][2900/5005] lr: 3.6328e-02 eta: 3:24:21 time: 0.0471 data_time: 0.0019 memory: 947 loss: 2.1850 2022/11/27 07:10:07 - mmengine - INFO - Epoch(train) [71][3000/5005] lr: 3.6303e-02 eta: 3:24:16 time: 0.0452 data_time: 0.0021 memory: 947 loss: 2.0478 2022/11/27 07:10:12 - mmengine - INFO - Epoch(train) [71][3100/5005] lr: 3.6278e-02 eta: 3:24:11 time: 0.0475 data_time: 0.0019 memory: 947 loss: 2.1386 2022/11/27 07:10:17 - mmengine - INFO - Epoch(train) [71][3200/5005] lr: 3.6253e-02 eta: 3:24:06 time: 0.0503 data_time: 0.0021 memory: 947 loss: 1.8522 2022/11/27 07:10:23 - mmengine - INFO - Epoch(train) [71][3300/5005] lr: 3.6228e-02 eta: 3:24:01 time: 0.0457 data_time: 0.0021 memory: 947 loss: 1.8419 2022/11/27 07:10:28 - mmengine - INFO - Epoch(train) [71][3400/5005] lr: 3.6202e-02 eta: 3:23:56 time: 0.0501 data_time: 0.0024 memory: 947 loss: 1.9981 2022/11/27 07:10:33 - mmengine - INFO - Epoch(train) [71][3500/5005] lr: 3.6177e-02 eta: 3:23:51 time: 0.0588 data_time: 0.0020 memory: 947 loss: 1.8715 2022/11/27 07:10:38 - mmengine - INFO - Epoch(train) [71][3600/5005] lr: 3.6152e-02 eta: 3:23:46 time: 0.0454 data_time: 0.0033 memory: 947 loss: 1.8674 2022/11/27 07:10:40 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:10:43 - mmengine - INFO - Epoch(train) [71][3700/5005] lr: 3.6127e-02 eta: 3:23:41 time: 0.0499 data_time: 0.0025 memory: 947 loss: 1.7263 2022/11/27 07:10:48 - mmengine - INFO - Epoch(train) [71][3800/5005] lr: 3.6102e-02 eta: 3:23:37 time: 0.0523 data_time: 0.0075 memory: 947 loss: 2.1600 2022/11/27 07:10:53 - mmengine - INFO - Epoch(train) [71][3900/5005] lr: 3.6077e-02 eta: 3:23:31 time: 0.0489 data_time: 0.0063 memory: 947 loss: 1.9427 2022/11/27 07:10:58 - mmengine - INFO - Epoch(train) [71][4000/5005] lr: 3.6052e-02 eta: 3:23:26 time: 0.0461 data_time: 0.0022 memory: 947 loss: 2.1490 2022/11/27 07:11:03 - mmengine - INFO - Epoch(train) [71][4100/5005] lr: 3.6027e-02 eta: 3:23:21 time: 0.0458 data_time: 0.0018 memory: 947 loss: 1.9367 2022/11/27 07:11:08 - mmengine - INFO - Epoch(train) [71][4200/5005] lr: 3.6001e-02 eta: 3:23:16 time: 0.0611 data_time: 0.0183 memory: 947 loss: 2.0518 2022/11/27 07:11:13 - mmengine - INFO - Epoch(train) [71][4300/5005] lr: 3.5976e-02 eta: 3:23:11 time: 0.0459 data_time: 0.0019 memory: 947 loss: 2.2454 2022/11/27 07:11:18 - mmengine - INFO - Epoch(train) [71][4400/5005] lr: 3.5951e-02 eta: 3:23:06 time: 0.0480 data_time: 0.0018 memory: 947 loss: 2.1547 2022/11/27 07:11:23 - mmengine - INFO - Epoch(train) [71][4500/5005] lr: 3.5926e-02 eta: 3:23:01 time: 0.0476 data_time: 0.0020 memory: 947 loss: 1.7934 2022/11/27 07:11:28 - mmengine - INFO - Epoch(train) [71][4600/5005] lr: 3.5901e-02 eta: 3:22:56 time: 0.0460 data_time: 0.0020 memory: 947 loss: 1.9618 2022/11/27 07:11:30 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:11:33 - mmengine - INFO - Epoch(train) [71][4700/5005] lr: 3.5876e-02 eta: 3:22:51 time: 0.0559 data_time: 0.0019 memory: 947 loss: 1.8314 2022/11/27 07:11:38 - mmengine - INFO - Epoch(train) [71][4800/5005] lr: 3.5851e-02 eta: 3:22:46 time: 0.0447 data_time: 0.0021 memory: 947 loss: 2.0471 2022/11/27 07:11:43 - mmengine - INFO - Epoch(train) [71][4900/5005] lr: 3.5826e-02 eta: 3:22:41 time: 0.0439 data_time: 0.0021 memory: 947 loss: 2.1265 2022/11/27 07:11:48 - mmengine - INFO - Epoch(train) [71][5000/5005] lr: 3.5801e-02 eta: 3:22:36 time: 0.0504 data_time: 0.0021 memory: 947 loss: 1.9306 2022/11/27 07:11:48 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:11:48 - mmengine - INFO - Saving checkpoint at 71 epochs 2022/11/27 07:11:53 - mmengine - INFO - Epoch(val) [71][100/196] eta: 0:00:03 time: 0.0371 data_time: 0.0261 memory: 947 2022/11/27 07:12:06 - mmengine - INFO - Epoch(val) [71][196/196] accuracy/top1: 60.0920 accuracy/top5: 82.9100 2022/11/27 07:12:11 - mmengine - INFO - Epoch(train) [72][ 100/5005] lr: 3.5774e-02 eta: 3:22:31 time: 0.0450 data_time: 0.0022 memory: 947 loss: 1.9881 2022/11/27 07:12:16 - mmengine - INFO - Epoch(train) [72][ 200/5005] lr: 3.5749e-02 eta: 3:22:26 time: 0.0486 data_time: 0.0021 memory: 947 loss: 2.0298 2022/11/27 07:12:21 - mmengine - INFO - Epoch(train) [72][ 300/5005] lr: 3.5724e-02 eta: 3:22:22 time: 0.0473 data_time: 0.0024 memory: 947 loss: 2.0000 2022/11/27 07:12:26 - mmengine - INFO - Epoch(train) [72][ 400/5005] lr: 3.5699e-02 eta: 3:22:16 time: 0.0477 data_time: 0.0022 memory: 947 loss: 1.8461 2022/11/27 07:12:31 - mmengine - INFO - Epoch(train) [72][ 500/5005] lr: 3.5674e-02 eta: 3:22:11 time: 0.0512 data_time: 0.0025 memory: 947 loss: 1.7322 2022/11/27 07:12:36 - mmengine - INFO - Epoch(train) [72][ 600/5005] lr: 3.5649e-02 eta: 3:22:06 time: 0.0613 data_time: 0.0022 memory: 947 loss: 1.8276 2022/11/27 07:12:39 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:12:42 - mmengine - INFO - Epoch(train) [72][ 700/5005] lr: 3.5624e-02 eta: 3:22:02 time: 0.0528 data_time: 0.0024 memory: 947 loss: 2.0900 2022/11/27 07:12:47 - mmengine - INFO - Epoch(train) [72][ 800/5005] lr: 3.5599e-02 eta: 3:21:57 time: 0.0450 data_time: 0.0019 memory: 947 loss: 1.9392 2022/11/27 07:12:52 - mmengine - INFO - Epoch(train) [72][ 900/5005] lr: 3.5574e-02 eta: 3:21:52 time: 0.0457 data_time: 0.0018 memory: 947 loss: 1.7880 2022/11/27 07:12:57 - mmengine - INFO - Epoch(train) [72][1000/5005] lr: 3.5549e-02 eta: 3:21:47 time: 0.0435 data_time: 0.0020 memory: 947 loss: 2.2573 2022/11/27 07:13:02 - mmengine - INFO - Epoch(train) [72][1100/5005] lr: 3.5524e-02 eta: 3:21:42 time: 0.0465 data_time: 0.0023 memory: 947 loss: 1.8135 2022/11/27 07:13:07 - mmengine - INFO - Epoch(train) [72][1200/5005] lr: 3.5499e-02 eta: 3:21:37 time: 0.0464 data_time: 0.0020 memory: 947 loss: 1.9960 2022/11/27 07:13:12 - mmengine - INFO - Epoch(train) [72][1300/5005] lr: 3.5474e-02 eta: 3:21:32 time: 0.0592 data_time: 0.0146 memory: 947 loss: 1.7861 2022/11/27 07:13:18 - mmengine - INFO - Epoch(train) [72][1400/5005] lr: 3.5449e-02 eta: 3:21:27 time: 0.0594 data_time: 0.0017 memory: 947 loss: 2.0389 2022/11/27 07:13:23 - mmengine - INFO - Epoch(train) [72][1500/5005] lr: 3.5424e-02 eta: 3:21:22 time: 0.0464 data_time: 0.0022 memory: 947 loss: 1.9094 2022/11/27 07:13:28 - mmengine - INFO - Epoch(train) [72][1600/5005] lr: 3.5399e-02 eta: 3:21:17 time: 0.0481 data_time: 0.0022 memory: 947 loss: 1.9153 2022/11/27 07:13:30 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:13:33 - mmengine - INFO - Epoch(train) [72][1700/5005] lr: 3.5374e-02 eta: 3:21:12 time: 0.0483 data_time: 0.0021 memory: 947 loss: 1.9128 2022/11/27 07:13:38 - mmengine - INFO - Epoch(train) [72][1800/5005] lr: 3.5349e-02 eta: 3:21:07 time: 0.0487 data_time: 0.0023 memory: 947 loss: 1.9334 2022/11/27 07:13:43 - mmengine - INFO - Epoch(train) [72][1900/5005] lr: 3.5324e-02 eta: 3:21:02 time: 0.0488 data_time: 0.0020 memory: 947 loss: 1.9555 2022/11/27 07:13:48 - mmengine - INFO - Epoch(train) [72][2000/5005] lr: 3.5299e-02 eta: 3:20:58 time: 0.0501 data_time: 0.0019 memory: 947 loss: 1.9248 2022/11/27 07:13:53 - mmengine - INFO - Epoch(train) [72][2100/5005] lr: 3.5274e-02 eta: 3:20:53 time: 0.0492 data_time: 0.0021 memory: 947 loss: 2.0240 2022/11/27 07:13:59 - mmengine - INFO - Epoch(train) [72][2200/5005] lr: 3.5249e-02 eta: 3:20:48 time: 0.0491 data_time: 0.0022 memory: 947 loss: 2.0965 2022/11/27 07:14:04 - mmengine - INFO - Epoch(train) [72][2300/5005] lr: 3.5224e-02 eta: 3:20:43 time: 0.0516 data_time: 0.0021 memory: 947 loss: 1.8930 2022/11/27 07:14:09 - mmengine - INFO - Epoch(train) [72][2400/5005] lr: 3.5199e-02 eta: 3:20:38 time: 0.0462 data_time: 0.0020 memory: 947 loss: 1.9048 2022/11/27 07:14:14 - mmengine - INFO - Epoch(train) [72][2500/5005] lr: 3.5174e-02 eta: 3:20:33 time: 0.0527 data_time: 0.0020 memory: 947 loss: 1.8725 2022/11/27 07:14:19 - mmengine - INFO - Epoch(train) [72][2600/5005] lr: 3.5149e-02 eta: 3:20:28 time: 0.0466 data_time: 0.0020 memory: 947 loss: 1.9465 2022/11/27 07:14:21 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:14:24 - mmengine - INFO - Epoch(train) [72][2700/5005] lr: 3.5124e-02 eta: 3:20:23 time: 0.0468 data_time: 0.0020 memory: 947 loss: 1.9985 2022/11/27 07:14:29 - mmengine - INFO - Epoch(train) [72][2800/5005] lr: 3.5099e-02 eta: 3:20:18 time: 0.0552 data_time: 0.0019 memory: 947 loss: 2.0402 2022/11/27 07:14:34 - mmengine - INFO - Epoch(train) [72][2900/5005] lr: 3.5074e-02 eta: 3:20:13 time: 0.0501 data_time: 0.0028 memory: 947 loss: 1.9400 2022/11/27 07:14:39 - mmengine - INFO - Epoch(train) [72][3000/5005] lr: 3.5049e-02 eta: 3:20:08 time: 0.0489 data_time: 0.0021 memory: 947 loss: 2.1032 2022/11/27 07:14:44 - mmengine - INFO - Epoch(train) [72][3100/5005] lr: 3.5024e-02 eta: 3:20:03 time: 0.0571 data_time: 0.0019 memory: 947 loss: 1.7973 2022/11/27 07:14:49 - mmengine - INFO - Epoch(train) [72][3200/5005] lr: 3.4999e-02 eta: 3:19:58 time: 0.0452 data_time: 0.0020 memory: 947 loss: 1.8554 2022/11/27 07:14:54 - mmengine - INFO - Epoch(train) [72][3300/5005] lr: 3.4974e-02 eta: 3:19:53 time: 0.0550 data_time: 0.0020 memory: 947 loss: 2.0105 2022/11/27 07:14:59 - mmengine - INFO - Epoch(train) [72][3400/5005] lr: 3.4949e-02 eta: 3:19:48 time: 0.0500 data_time: 0.0026 memory: 947 loss: 1.8591 2022/11/27 07:15:04 - mmengine - INFO - Epoch(train) [72][3500/5005] lr: 3.4924e-02 eta: 3:19:43 time: 0.0532 data_time: 0.0023 memory: 947 loss: 1.9779 2022/11/27 07:15:10 - mmengine - INFO - Epoch(train) [72][3600/5005] lr: 3.4899e-02 eta: 3:19:39 time: 0.0458 data_time: 0.0022 memory: 947 loss: 1.8978 2022/11/27 07:15:12 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:15:15 - mmengine - INFO - Epoch(train) [72][3700/5005] lr: 3.4874e-02 eta: 3:19:34 time: 0.0457 data_time: 0.0019 memory: 947 loss: 2.0133 2022/11/27 07:15:20 - mmengine - INFO - Epoch(train) [72][3800/5005] lr: 3.4849e-02 eta: 3:19:29 time: 0.0471 data_time: 0.0024 memory: 947 loss: 1.8220 2022/11/27 07:15:25 - mmengine - INFO - Epoch(train) [72][3900/5005] lr: 3.4825e-02 eta: 3:19:24 time: 0.0441 data_time: 0.0020 memory: 947 loss: 1.7824 2022/11/27 07:15:31 - mmengine - INFO - Epoch(train) [72][4000/5005] lr: 3.4800e-02 eta: 3:19:19 time: 0.0442 data_time: 0.0020 memory: 947 loss: 1.8639 2022/11/27 07:15:36 - mmengine - INFO - Epoch(train) [72][4100/5005] lr: 3.4775e-02 eta: 3:19:14 time: 0.0484 data_time: 0.0020 memory: 947 loss: 1.8665 2022/11/27 07:15:41 - mmengine - INFO - Epoch(train) [72][4200/5005] lr: 3.4750e-02 eta: 3:19:09 time: 0.0505 data_time: 0.0020 memory: 947 loss: 2.1117 2022/11/27 07:15:46 - mmengine - INFO - Epoch(train) [72][4300/5005] lr: 3.4725e-02 eta: 3:19:04 time: 0.0417 data_time: 0.0020 memory: 947 loss: 2.0641 2022/11/27 07:15:51 - mmengine - INFO - Epoch(train) [72][4400/5005] lr: 3.4700e-02 eta: 3:19:00 time: 0.0634 data_time: 0.0022 memory: 947 loss: 1.8864 2022/11/27 07:15:57 - mmengine - INFO - Epoch(train) [72][4500/5005] lr: 3.4675e-02 eta: 3:18:55 time: 0.0587 data_time: 0.0020 memory: 947 loss: 2.0349 2022/11/27 07:16:01 - mmengine - INFO - Epoch(train) [72][4600/5005] lr: 3.4650e-02 eta: 3:18:50 time: 0.0439 data_time: 0.0022 memory: 947 loss: 1.8760 2022/11/27 07:16:04 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:16:06 - mmengine - INFO - Epoch(train) [72][4700/5005] lr: 3.4625e-02 eta: 3:18:45 time: 0.0454 data_time: 0.0021 memory: 947 loss: 2.0038 2022/11/27 07:16:11 - mmengine - INFO - Epoch(train) [72][4800/5005] lr: 3.4600e-02 eta: 3:18:39 time: 0.0459 data_time: 0.0018 memory: 947 loss: 2.0675 2022/11/27 07:16:16 - mmengine - INFO - Epoch(train) [72][4900/5005] lr: 3.4576e-02 eta: 3:18:35 time: 0.0524 data_time: 0.0117 memory: 947 loss: 2.0350 2022/11/27 07:16:21 - mmengine - INFO - Epoch(train) [72][5000/5005] lr: 3.4551e-02 eta: 3:18:29 time: 0.0412 data_time: 0.0027 memory: 947 loss: 1.9099 2022/11/27 07:16:21 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:16:21 - mmengine - INFO - Saving checkpoint at 72 epochs 2022/11/27 07:16:26 - mmengine - INFO - Epoch(val) [72][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0255 memory: 947 2022/11/27 07:16:38 - mmengine - INFO - Epoch(val) [72][196/196] accuracy/top1: 61.0900 accuracy/top5: 83.7820 2022/11/27 07:16:43 - mmengine - INFO - Epoch(train) [73][ 100/5005] lr: 3.4525e-02 eta: 3:18:24 time: 0.0410 data_time: 0.0018 memory: 947 loss: 2.0036 2022/11/27 07:16:48 - mmengine - INFO - Epoch(train) [73][ 200/5005] lr: 3.4500e-02 eta: 3:18:19 time: 0.0500 data_time: 0.0022 memory: 947 loss: 1.9473 2022/11/27 07:16:53 - mmengine - INFO - Epoch(train) [73][ 300/5005] lr: 3.4475e-02 eta: 3:18:14 time: 0.0460 data_time: 0.0022 memory: 947 loss: 1.9085 2022/11/27 07:16:58 - mmengine - INFO - Epoch(train) [73][ 400/5005] lr: 3.4450e-02 eta: 3:18:09 time: 0.0443 data_time: 0.0023 memory: 947 loss: 2.0581 2022/11/27 07:17:03 - mmengine - INFO - Epoch(train) [73][ 500/5005] lr: 3.4425e-02 eta: 3:18:04 time: 0.0554 data_time: 0.0018 memory: 947 loss: 1.8394 2022/11/27 07:17:08 - mmengine - INFO - Epoch(train) [73][ 600/5005] lr: 3.4400e-02 eta: 3:17:59 time: 0.0471 data_time: 0.0018 memory: 947 loss: 1.7933 2022/11/27 07:17:10 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:17:13 - mmengine - INFO - Epoch(train) [73][ 700/5005] lr: 3.4375e-02 eta: 3:17:54 time: 0.0468 data_time: 0.0023 memory: 947 loss: 1.7136 2022/11/27 07:17:18 - mmengine - INFO - Epoch(train) [73][ 800/5005] lr: 3.4351e-02 eta: 3:17:49 time: 0.0519 data_time: 0.0077 memory: 947 loss: 2.0244 2022/11/27 07:17:23 - mmengine - INFO - Epoch(train) [73][ 900/5005] lr: 3.4326e-02 eta: 3:17:44 time: 0.0520 data_time: 0.0020 memory: 947 loss: 1.6846 2022/11/27 07:17:28 - mmengine - INFO - Epoch(train) [73][1000/5005] lr: 3.4301e-02 eta: 3:17:39 time: 0.0559 data_time: 0.0018 memory: 947 loss: 1.9073 2022/11/27 07:17:33 - mmengine - INFO - Epoch(train) [73][1100/5005] lr: 3.4276e-02 eta: 3:17:33 time: 0.0457 data_time: 0.0022 memory: 947 loss: 1.7728 2022/11/27 07:17:38 - mmengine - INFO - Epoch(train) [73][1200/5005] lr: 3.4251e-02 eta: 3:17:29 time: 0.0502 data_time: 0.0024 memory: 947 loss: 1.9662 2022/11/27 07:17:43 - mmengine - INFO - Epoch(train) [73][1300/5005] lr: 3.4226e-02 eta: 3:17:24 time: 0.0692 data_time: 0.0021 memory: 947 loss: 1.9743 2022/11/27 07:17:48 - mmengine - INFO - Epoch(train) [73][1400/5005] lr: 3.4202e-02 eta: 3:17:19 time: 0.0525 data_time: 0.0030 memory: 947 loss: 1.8852 2022/11/27 07:17:53 - mmengine - INFO - Epoch(train) [73][1500/5005] lr: 3.4177e-02 eta: 3:17:14 time: 0.0521 data_time: 0.0021 memory: 947 loss: 1.6995 2022/11/27 07:17:58 - mmengine - INFO - Epoch(train) [73][1600/5005] lr: 3.4152e-02 eta: 3:17:09 time: 0.0492 data_time: 0.0027 memory: 947 loss: 1.8068 2022/11/27 07:18:00 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:18:03 - mmengine - INFO - Epoch(train) [73][1700/5005] lr: 3.4127e-02 eta: 3:17:04 time: 0.0489 data_time: 0.0024 memory: 947 loss: 2.0803 2022/11/27 07:18:08 - mmengine - INFO - Epoch(train) [73][1800/5005] lr: 3.4102e-02 eta: 3:16:59 time: 0.0491 data_time: 0.0023 memory: 947 loss: 1.9715 2022/11/27 07:18:13 - mmengine - INFO - Epoch(train) [73][1900/5005] lr: 3.4078e-02 eta: 3:16:54 time: 0.0504 data_time: 0.0057 memory: 947 loss: 1.9543 2022/11/27 07:18:18 - mmengine - INFO - Epoch(train) [73][2000/5005] lr: 3.4053e-02 eta: 3:16:49 time: 0.0465 data_time: 0.0027 memory: 947 loss: 1.9955 2022/11/27 07:18:24 - mmengine - INFO - Epoch(train) [73][2100/5005] lr: 3.4028e-02 eta: 3:16:44 time: 0.0464 data_time: 0.0019 memory: 947 loss: 1.8507 2022/11/27 07:18:28 - mmengine - INFO - Epoch(train) [73][2200/5005] lr: 3.4003e-02 eta: 3:16:39 time: 0.0498 data_time: 0.0019 memory: 947 loss: 2.0580 2022/11/27 07:18:33 - mmengine - INFO - Epoch(train) [73][2300/5005] lr: 3.3978e-02 eta: 3:16:34 time: 0.0505 data_time: 0.0020 memory: 947 loss: 2.0771 2022/11/27 07:18:38 - mmengine - INFO - Epoch(train) [73][2400/5005] lr: 3.3954e-02 eta: 3:16:29 time: 0.0456 data_time: 0.0020 memory: 947 loss: 1.8861 2022/11/27 07:18:44 - mmengine - INFO - Epoch(train) [73][2500/5005] lr: 3.3929e-02 eta: 3:16:24 time: 0.0593 data_time: 0.0020 memory: 947 loss: 1.9151 2022/11/27 07:18:48 - mmengine - INFO - Epoch(train) [73][2600/5005] lr: 3.3904e-02 eta: 3:16:19 time: 0.0469 data_time: 0.0019 memory: 947 loss: 1.9552 2022/11/27 07:18:50 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:18:53 - mmengine - INFO - Epoch(train) [73][2700/5005] lr: 3.3879e-02 eta: 3:16:14 time: 0.0459 data_time: 0.0020 memory: 947 loss: 2.0947 2022/11/27 07:18:58 - mmengine - INFO - Epoch(train) [73][2800/5005] lr: 3.3855e-02 eta: 3:16:09 time: 0.0442 data_time: 0.0020 memory: 947 loss: 2.0826 2022/11/27 07:19:03 - mmengine - INFO - Epoch(train) [73][2900/5005] lr: 3.3830e-02 eta: 3:16:04 time: 0.0585 data_time: 0.0131 memory: 947 loss: 2.0168 2022/11/27 07:19:08 - mmengine - INFO - Epoch(train) [73][3000/5005] lr: 3.3805e-02 eta: 3:15:59 time: 0.0536 data_time: 0.0023 memory: 947 loss: 1.8394 2022/11/27 07:19:13 - mmengine - INFO - Epoch(train) [73][3100/5005] lr: 3.3780e-02 eta: 3:15:54 time: 0.0454 data_time: 0.0018 memory: 947 loss: 1.8691 2022/11/27 07:19:18 - mmengine - INFO - Epoch(train) [73][3200/5005] lr: 3.3756e-02 eta: 3:15:49 time: 0.0469 data_time: 0.0021 memory: 947 loss: 1.7300 2022/11/27 07:19:23 - mmengine - INFO - Epoch(train) [73][3300/5005] lr: 3.3731e-02 eta: 3:15:44 time: 0.0467 data_time: 0.0021 memory: 947 loss: 1.7727 2022/11/27 07:19:28 - mmengine - INFO - Epoch(train) [73][3400/5005] lr: 3.3706e-02 eta: 3:15:39 time: 0.0489 data_time: 0.0023 memory: 947 loss: 1.6978 2022/11/27 07:19:33 - mmengine - INFO - Epoch(train) [73][3500/5005] lr: 3.3681e-02 eta: 3:15:34 time: 0.0459 data_time: 0.0023 memory: 947 loss: 1.9036 2022/11/27 07:19:38 - mmengine - INFO - Epoch(train) [73][3600/5005] lr: 3.3657e-02 eta: 3:15:29 time: 0.0590 data_time: 0.0020 memory: 947 loss: 2.0766 2022/11/27 07:19:41 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:19:44 - mmengine - INFO - Epoch(train) [73][3700/5005] lr: 3.3632e-02 eta: 3:15:24 time: 0.0458 data_time: 0.0019 memory: 947 loss: 1.8428 2022/11/27 07:19:49 - mmengine - INFO - Epoch(train) [73][3800/5005] lr: 3.3607e-02 eta: 3:15:19 time: 0.0498 data_time: 0.0019 memory: 947 loss: 1.9473 2022/11/27 07:19:54 - mmengine - INFO - Epoch(train) [73][3900/5005] lr: 3.3583e-02 eta: 3:15:14 time: 0.0495 data_time: 0.0019 memory: 947 loss: 1.9963 2022/11/27 07:20:00 - mmengine - INFO - Epoch(train) [73][4000/5005] lr: 3.3558e-02 eta: 3:15:09 time: 0.0411 data_time: 0.0018 memory: 947 loss: 2.0370 2022/11/27 07:20:05 - mmengine - INFO - Epoch(train) [73][4100/5005] lr: 3.3533e-02 eta: 3:15:05 time: 0.0473 data_time: 0.0024 memory: 947 loss: 1.8455 2022/11/27 07:20:10 - mmengine - INFO - Epoch(train) [73][4200/5005] lr: 3.3509e-02 eta: 3:15:00 time: 0.0463 data_time: 0.0025 memory: 947 loss: 1.6735 2022/11/27 07:20:15 - mmengine - INFO - Epoch(train) [73][4300/5005] lr: 3.3484e-02 eta: 3:14:54 time: 0.0449 data_time: 0.0022 memory: 947 loss: 1.8901 2022/11/27 07:20:19 - mmengine - INFO - Epoch(train) [73][4400/5005] lr: 3.3459e-02 eta: 3:14:49 time: 0.0478 data_time: 0.0018 memory: 947 loss: 1.9797 2022/11/27 07:20:25 - mmengine - INFO - Epoch(train) [73][4500/5005] lr: 3.3434e-02 eta: 3:14:44 time: 0.0600 data_time: 0.0022 memory: 947 loss: 1.9807 2022/11/27 07:20:29 - mmengine - INFO - Epoch(train) [73][4600/5005] lr: 3.3410e-02 eta: 3:14:39 time: 0.0469 data_time: 0.0019 memory: 947 loss: 2.1166 2022/11/27 07:20:31 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:20:35 - mmengine - INFO - Epoch(train) [73][4700/5005] lr: 3.3385e-02 eta: 3:14:34 time: 0.0456 data_time: 0.0019 memory: 947 loss: 2.0065 2022/11/27 07:20:40 - mmengine - INFO - Epoch(train) [73][4800/5005] lr: 3.3360e-02 eta: 3:14:30 time: 0.0552 data_time: 0.0025 memory: 947 loss: 1.9433 2022/11/27 07:20:45 - mmengine - INFO - Epoch(train) [73][4900/5005] lr: 3.3336e-02 eta: 3:14:25 time: 0.0451 data_time: 0.0024 memory: 947 loss: 2.1564 2022/11/27 07:20:50 - mmengine - INFO - Epoch(train) [73][5000/5005] lr: 3.3311e-02 eta: 3:14:20 time: 0.0438 data_time: 0.0030 memory: 947 loss: 2.0564 2022/11/27 07:20:50 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:20:50 - mmengine - INFO - Saving checkpoint at 73 epochs 2022/11/27 07:20:54 - mmengine - INFO - Epoch(val) [73][100/196] eta: 0:00:03 time: 0.0359 data_time: 0.0249 memory: 947 2022/11/27 07:21:07 - mmengine - INFO - Epoch(val) [73][196/196] accuracy/top1: 60.4260 accuracy/top5: 83.4760 2022/11/27 07:21:13 - mmengine - INFO - Epoch(train) [74][ 100/5005] lr: 3.3285e-02 eta: 3:14:15 time: 0.0442 data_time: 0.0020 memory: 947 loss: 1.9172 2022/11/27 07:21:18 - mmengine - INFO - Epoch(train) [74][ 200/5005] lr: 3.3261e-02 eta: 3:14:10 time: 0.0485 data_time: 0.0019 memory: 947 loss: 1.7743 2022/11/27 07:21:23 - mmengine - INFO - Epoch(train) [74][ 300/5005] lr: 3.3236e-02 eta: 3:14:05 time: 0.0480 data_time: 0.0020 memory: 947 loss: 2.0366 2022/11/27 07:21:28 - mmengine - INFO - Epoch(train) [74][ 400/5005] lr: 3.3211e-02 eta: 3:14:00 time: 0.0454 data_time: 0.0024 memory: 947 loss: 1.8602 2022/11/27 07:21:33 - mmengine - INFO - Epoch(train) [74][ 500/5005] lr: 3.3187e-02 eta: 3:13:55 time: 0.0479 data_time: 0.0027 memory: 947 loss: 1.7856 2022/11/27 07:21:38 - mmengine - INFO - Epoch(train) [74][ 600/5005] lr: 3.3162e-02 eta: 3:13:50 time: 0.0460 data_time: 0.0020 memory: 947 loss: 2.0443 2022/11/27 07:21:40 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:21:43 - mmengine - INFO - Epoch(train) [74][ 700/5005] lr: 3.3137e-02 eta: 3:13:45 time: 0.0437 data_time: 0.0019 memory: 947 loss: 2.0818 2022/11/27 07:21:48 - mmengine - INFO - Epoch(train) [74][ 800/5005] lr: 3.3113e-02 eta: 3:13:40 time: 0.0428 data_time: 0.0020 memory: 947 loss: 1.8568 2022/11/27 07:21:53 - mmengine - INFO - Epoch(train) [74][ 900/5005] lr: 3.3088e-02 eta: 3:13:35 time: 0.0465 data_time: 0.0022 memory: 947 loss: 1.9645 2022/11/27 07:21:58 - mmengine - INFO - Epoch(train) [74][1000/5005] lr: 3.3064e-02 eta: 3:13:30 time: 0.0425 data_time: 0.0019 memory: 947 loss: 1.8119 2022/11/27 07:22:03 - mmengine - INFO - Epoch(train) [74][1100/5005] lr: 3.3039e-02 eta: 3:13:25 time: 0.0588 data_time: 0.0018 memory: 947 loss: 2.0117 2022/11/27 07:22:08 - mmengine - INFO - Epoch(train) [74][1200/5005] lr: 3.3014e-02 eta: 3:13:20 time: 0.0492 data_time: 0.0020 memory: 947 loss: 1.8317 2022/11/27 07:22:13 - mmengine - INFO - Epoch(train) [74][1300/5005] lr: 3.2990e-02 eta: 3:13:15 time: 0.0452 data_time: 0.0021 memory: 947 loss: 1.8195 2022/11/27 07:22:19 - mmengine - INFO - Epoch(train) [74][1400/5005] lr: 3.2965e-02 eta: 3:13:10 time: 0.0624 data_time: 0.0019 memory: 947 loss: 1.9820 2022/11/27 07:22:24 - mmengine - INFO - Epoch(train) [74][1500/5005] lr: 3.2941e-02 eta: 3:13:05 time: 0.0458 data_time: 0.0020 memory: 947 loss: 1.8136 2022/11/27 07:22:29 - mmengine - INFO - Epoch(train) [74][1600/5005] lr: 3.2916e-02 eta: 3:13:00 time: 0.0508 data_time: 0.0024 memory: 947 loss: 1.7990 2022/11/27 07:22:31 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:22:34 - mmengine - INFO - Epoch(train) [74][1700/5005] lr: 3.2891e-02 eta: 3:12:55 time: 0.0456 data_time: 0.0019 memory: 947 loss: 1.9433 2022/11/27 07:22:39 - mmengine - INFO - Epoch(train) [74][1800/5005] lr: 3.2867e-02 eta: 3:12:50 time: 0.0643 data_time: 0.0023 memory: 947 loss: 1.8602 2022/11/27 07:22:44 - mmengine - INFO - Epoch(train) [74][1900/5005] lr: 3.2842e-02 eta: 3:12:45 time: 0.0455 data_time: 0.0020 memory: 947 loss: 1.7924 2022/11/27 07:22:49 - mmengine - INFO - Epoch(train) [74][2000/5005] lr: 3.2818e-02 eta: 3:12:40 time: 0.0485 data_time: 0.0020 memory: 947 loss: 2.0946 2022/11/27 07:22:54 - mmengine - INFO - Epoch(train) [74][2100/5005] lr: 3.2793e-02 eta: 3:12:35 time: 0.0516 data_time: 0.0019 memory: 947 loss: 1.7814 2022/11/27 07:22:59 - mmengine - INFO - Epoch(train) [74][2200/5005] lr: 3.2769e-02 eta: 3:12:31 time: 0.0491 data_time: 0.0018 memory: 947 loss: 1.8395 2022/11/27 07:23:05 - mmengine - INFO - Epoch(train) [74][2300/5005] lr: 3.2744e-02 eta: 3:12:26 time: 0.0564 data_time: 0.0023 memory: 947 loss: 2.0472 2022/11/27 07:23:10 - mmengine - INFO - Epoch(train) [74][2400/5005] lr: 3.2720e-02 eta: 3:12:21 time: 0.0469 data_time: 0.0023 memory: 947 loss: 1.9524 2022/11/27 07:23:15 - mmengine - INFO - Epoch(train) [74][2500/5005] lr: 3.2695e-02 eta: 3:12:16 time: 0.0455 data_time: 0.0022 memory: 947 loss: 1.8939 2022/11/27 07:23:21 - mmengine - INFO - Epoch(train) [74][2600/5005] lr: 3.2670e-02 eta: 3:12:11 time: 0.0465 data_time: 0.0021 memory: 947 loss: 1.8003 2022/11/27 07:23:23 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:23:26 - mmengine - INFO - Epoch(train) [74][2700/5005] lr: 3.2646e-02 eta: 3:12:06 time: 0.0461 data_time: 0.0022 memory: 947 loss: 1.7223 2022/11/27 07:23:31 - mmengine - INFO - Epoch(train) [74][2800/5005] lr: 3.2621e-02 eta: 3:12:01 time: 0.0476 data_time: 0.0020 memory: 947 loss: 1.7883 2022/11/27 07:23:36 - mmengine - INFO - Epoch(train) [74][2900/5005] lr: 3.2597e-02 eta: 3:11:56 time: 0.0454 data_time: 0.0020 memory: 947 loss: 1.7741 2022/11/27 07:23:41 - mmengine - INFO - Epoch(train) [74][3000/5005] lr: 3.2572e-02 eta: 3:11:52 time: 0.0494 data_time: 0.0021 memory: 947 loss: 1.8433 2022/11/27 07:23:46 - mmengine - INFO - Epoch(train) [74][3100/5005] lr: 3.2548e-02 eta: 3:11:47 time: 0.0472 data_time: 0.0026 memory: 947 loss: 1.9137 2022/11/27 07:23:51 - mmengine - INFO - Epoch(train) [74][3200/5005] lr: 3.2523e-02 eta: 3:11:42 time: 0.0447 data_time: 0.0019 memory: 947 loss: 2.0076 2022/11/27 07:23:56 - mmengine - INFO - Epoch(train) [74][3300/5005] lr: 3.2499e-02 eta: 3:11:37 time: 0.0489 data_time: 0.0024 memory: 947 loss: 2.0107 2022/11/27 07:24:01 - mmengine - INFO - Epoch(train) [74][3400/5005] lr: 3.2474e-02 eta: 3:11:32 time: 0.0468 data_time: 0.0019 memory: 947 loss: 1.5706 2022/11/27 07:24:06 - mmengine - INFO - Epoch(train) [74][3500/5005] lr: 3.2450e-02 eta: 3:11:27 time: 0.0456 data_time: 0.0019 memory: 947 loss: 1.8830 2022/11/27 07:24:11 - mmengine - INFO - Epoch(train) [74][3600/5005] lr: 3.2425e-02 eta: 3:11:21 time: 0.0448 data_time: 0.0019 memory: 947 loss: 1.8614 2022/11/27 07:24:13 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:24:16 - mmengine - INFO - Epoch(train) [74][3700/5005] lr: 3.2401e-02 eta: 3:11:16 time: 0.0514 data_time: 0.0020 memory: 947 loss: 1.9794 2022/11/27 07:24:21 - mmengine - INFO - Epoch(train) [74][3800/5005] lr: 3.2376e-02 eta: 3:11:11 time: 0.0572 data_time: 0.0018 memory: 947 loss: 1.7714 2022/11/27 07:24:26 - mmengine - INFO - Epoch(train) [74][3900/5005] lr: 3.2352e-02 eta: 3:11:06 time: 0.0433 data_time: 0.0021 memory: 947 loss: 1.8986 2022/11/27 07:24:31 - mmengine - INFO - Epoch(train) [74][4000/5005] lr: 3.2327e-02 eta: 3:11:01 time: 0.0454 data_time: 0.0020 memory: 947 loss: 2.1996 2022/11/27 07:24:36 - mmengine - INFO - Epoch(train) [74][4100/5005] lr: 3.2303e-02 eta: 3:10:56 time: 0.0464 data_time: 0.0022 memory: 947 loss: 1.9905 2022/11/27 07:24:40 - mmengine - INFO - Epoch(train) [74][4200/5005] lr: 3.2279e-02 eta: 3:10:51 time: 0.0426 data_time: 0.0019 memory: 947 loss: 1.9101 2022/11/27 07:24:45 - mmengine - INFO - Epoch(train) [74][4300/5005] lr: 3.2254e-02 eta: 3:10:46 time: 0.0556 data_time: 0.0019 memory: 947 loss: 1.8572 2022/11/27 07:24:50 - mmengine - INFO - Epoch(train) [74][4400/5005] lr: 3.2230e-02 eta: 3:10:41 time: 0.0456 data_time: 0.0020 memory: 947 loss: 2.0638 2022/11/27 07:24:55 - mmengine - INFO - Epoch(train) [74][4500/5005] lr: 3.2205e-02 eta: 3:10:36 time: 0.0435 data_time: 0.0023 memory: 947 loss: 1.8098 2022/11/27 07:25:00 - mmengine - INFO - Epoch(train) [74][4600/5005] lr: 3.2181e-02 eta: 3:10:31 time: 0.0464 data_time: 0.0020 memory: 947 loss: 1.9743 2022/11/27 07:25:01 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:25:05 - mmengine - INFO - Epoch(train) [74][4700/5005] lr: 3.2156e-02 eta: 3:10:26 time: 0.0450 data_time: 0.0023 memory: 947 loss: 1.8042 2022/11/27 07:25:09 - mmengine - INFO - Epoch(train) [74][4800/5005] lr: 3.2132e-02 eta: 3:10:20 time: 0.0470 data_time: 0.0020 memory: 947 loss: 1.8722 2022/11/27 07:25:14 - mmengine - INFO - Epoch(train) [74][4900/5005] lr: 3.2107e-02 eta: 3:10:15 time: 0.0467 data_time: 0.0018 memory: 947 loss: 1.8122 2022/11/27 07:25:19 - mmengine - INFO - Epoch(train) [74][5000/5005] lr: 3.2083e-02 eta: 3:10:11 time: 0.0486 data_time: 0.0032 memory: 947 loss: 1.9974 2022/11/27 07:25:20 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:25:20 - mmengine - INFO - Saving checkpoint at 74 epochs 2022/11/27 07:25:24 - mmengine - INFO - Epoch(val) [74][100/196] eta: 0:00:03 time: 0.0371 data_time: 0.0265 memory: 947 2022/11/27 07:25:37 - mmengine - INFO - Epoch(val) [74][196/196] accuracy/top1: 61.7140 accuracy/top5: 83.9940 2022/11/27 07:25:42 - mmengine - INFO - Epoch(train) [75][ 100/5005] lr: 3.2057e-02 eta: 3:10:05 time: 0.0474 data_time: 0.0069 memory: 947 loss: 1.9072 2022/11/27 07:25:47 - mmengine - INFO - Epoch(train) [75][ 200/5005] lr: 3.2033e-02 eta: 3:10:00 time: 0.0456 data_time: 0.0020 memory: 947 loss: 1.7937 2022/11/27 07:25:52 - mmengine - INFO - Epoch(train) [75][ 300/5005] lr: 3.2009e-02 eta: 3:09:55 time: 0.0471 data_time: 0.0023 memory: 947 loss: 1.8128 2022/11/27 07:25:57 - mmengine - INFO - Epoch(train) [75][ 400/5005] lr: 3.1984e-02 eta: 3:09:50 time: 0.0460 data_time: 0.0020 memory: 947 loss: 1.8343 2022/11/27 07:26:02 - mmengine - INFO - Epoch(train) [75][ 500/5005] lr: 3.1960e-02 eta: 3:09:45 time: 0.0459 data_time: 0.0022 memory: 947 loss: 2.1262 2022/11/27 07:26:07 - mmengine - INFO - Epoch(train) [75][ 600/5005] lr: 3.1935e-02 eta: 3:09:40 time: 0.0438 data_time: 0.0020 memory: 947 loss: 1.8211 2022/11/27 07:26:08 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:26:12 - mmengine - INFO - Epoch(train) [75][ 700/5005] lr: 3.1911e-02 eta: 3:09:35 time: 0.0495 data_time: 0.0071 memory: 947 loss: 1.7854 2022/11/27 07:26:17 - mmengine - INFO - Epoch(train) [75][ 800/5005] lr: 3.1887e-02 eta: 3:09:30 time: 0.0550 data_time: 0.0020 memory: 947 loss: 2.0920 2022/11/27 07:26:22 - mmengine - INFO - Epoch(train) [75][ 900/5005] lr: 3.1862e-02 eta: 3:09:25 time: 0.0390 data_time: 0.0019 memory: 947 loss: 1.8389 2022/11/27 07:26:27 - mmengine - INFO - Epoch(train) [75][1000/5005] lr: 3.1838e-02 eta: 3:09:20 time: 0.0471 data_time: 0.0022 memory: 947 loss: 1.7385 2022/11/27 07:26:32 - mmengine - INFO - Epoch(train) [75][1100/5005] lr: 3.1814e-02 eta: 3:09:15 time: 0.0492 data_time: 0.0019 memory: 947 loss: 1.9054 2022/11/27 07:26:37 - mmengine - INFO - Epoch(train) [75][1200/5005] lr: 3.1789e-02 eta: 3:09:10 time: 0.0476 data_time: 0.0025 memory: 947 loss: 1.8651 2022/11/27 07:26:42 - mmengine - INFO - Epoch(train) [75][1300/5005] lr: 3.1765e-02 eta: 3:09:05 time: 0.0456 data_time: 0.0019 memory: 947 loss: 1.7817 2022/11/27 07:26:47 - mmengine - INFO - Epoch(train) [75][1400/5005] lr: 3.1740e-02 eta: 3:09:00 time: 0.0455 data_time: 0.0021 memory: 947 loss: 2.1199 2022/11/27 07:26:52 - mmengine - INFO - Epoch(train) [75][1500/5005] lr: 3.1716e-02 eta: 3:08:55 time: 0.0524 data_time: 0.0021 memory: 947 loss: 1.9921 2022/11/27 07:26:57 - mmengine - INFO - Epoch(train) [75][1600/5005] lr: 3.1692e-02 eta: 3:08:50 time: 0.0490 data_time: 0.0020 memory: 947 loss: 1.9599 2022/11/27 07:26:58 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:27:02 - mmengine - INFO - Epoch(train) [75][1700/5005] lr: 3.1667e-02 eta: 3:08:45 time: 0.0473 data_time: 0.0025 memory: 947 loss: 1.9336 2022/11/27 07:27:07 - mmengine - INFO - Epoch(train) [75][1800/5005] lr: 3.1643e-02 eta: 3:08:40 time: 0.0543 data_time: 0.0018 memory: 947 loss: 1.7687 2022/11/27 07:27:13 - mmengine - INFO - Epoch(train) [75][1900/5005] lr: 3.1619e-02 eta: 3:08:35 time: 0.0432 data_time: 0.0020 memory: 947 loss: 1.8542 2022/11/27 07:27:18 - mmengine - INFO - Epoch(train) [75][2000/5005] lr: 3.1595e-02 eta: 3:08:31 time: 0.0455 data_time: 0.0020 memory: 947 loss: 1.7901 2022/11/27 07:27:23 - mmengine - INFO - Epoch(train) [75][2100/5005] lr: 3.1570e-02 eta: 3:08:26 time: 0.0454 data_time: 0.0022 memory: 947 loss: 1.9892 2022/11/27 07:27:28 - mmengine - INFO - Epoch(train) [75][2200/5005] lr: 3.1546e-02 eta: 3:08:21 time: 0.0442 data_time: 0.0023 memory: 947 loss: 2.0515 2022/11/27 07:27:33 - mmengine - INFO - Epoch(train) [75][2300/5005] lr: 3.1522e-02 eta: 3:08:16 time: 0.0559 data_time: 0.0022 memory: 947 loss: 1.8921 2022/11/27 07:27:39 - mmengine - INFO - Epoch(train) [75][2400/5005] lr: 3.1497e-02 eta: 3:08:11 time: 0.0471 data_time: 0.0024 memory: 947 loss: 1.8017 2022/11/27 07:27:44 - mmengine - INFO - Epoch(train) [75][2500/5005] lr: 3.1473e-02 eta: 3:08:06 time: 0.0694 data_time: 0.0254 memory: 947 loss: 1.8726 2022/11/27 07:27:49 - mmengine - INFO - Epoch(train) [75][2600/5005] lr: 3.1449e-02 eta: 3:08:01 time: 0.0466 data_time: 0.0018 memory: 947 loss: 1.9054 2022/11/27 07:27:51 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:27:54 - mmengine - INFO - Epoch(train) [75][2700/5005] lr: 3.1424e-02 eta: 3:07:56 time: 0.0531 data_time: 0.0027 memory: 947 loss: 1.9145 2022/11/27 07:27:59 - mmengine - INFO - Epoch(train) [75][2800/5005] lr: 3.1400e-02 eta: 3:07:51 time: 0.0521 data_time: 0.0022 memory: 947 loss: 1.9908 2022/11/27 07:28:04 - mmengine - INFO - Epoch(train) [75][2900/5005] lr: 3.1376e-02 eta: 3:07:46 time: 0.0464 data_time: 0.0022 memory: 947 loss: 2.0797 2022/11/27 07:28:09 - mmengine - INFO - Epoch(train) [75][3000/5005] lr: 3.1352e-02 eta: 3:07:41 time: 0.0455 data_time: 0.0018 memory: 947 loss: 1.8412 2022/11/27 07:28:15 - mmengine - INFO - Epoch(train) [75][3100/5005] lr: 3.1327e-02 eta: 3:07:37 time: 0.0490 data_time: 0.0021 memory: 947 loss: 1.9171 2022/11/27 07:28:20 - mmengine - INFO - Epoch(train) [75][3200/5005] lr: 3.1303e-02 eta: 3:07:32 time: 0.0602 data_time: 0.0019 memory: 947 loss: 2.1044 2022/11/27 07:28:25 - mmengine - INFO - Epoch(train) [75][3300/5005] lr: 3.1279e-02 eta: 3:07:27 time: 0.0493 data_time: 0.0022 memory: 947 loss: 1.8429 2022/11/27 07:28:30 - mmengine - INFO - Epoch(train) [75][3400/5005] lr: 3.1255e-02 eta: 3:07:22 time: 0.0534 data_time: 0.0020 memory: 947 loss: 1.7032 2022/11/27 07:28:35 - mmengine - INFO - Epoch(train) [75][3500/5005] lr: 3.1230e-02 eta: 3:07:17 time: 0.0458 data_time: 0.0018 memory: 947 loss: 2.0184 2022/11/27 07:28:40 - mmengine - INFO - Epoch(train) [75][3600/5005] lr: 3.1206e-02 eta: 3:07:12 time: 0.0504 data_time: 0.0022 memory: 947 loss: 1.9893 2022/11/27 07:28:42 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:28:45 - mmengine - INFO - Epoch(train) [75][3700/5005] lr: 3.1182e-02 eta: 3:07:07 time: 0.0460 data_time: 0.0027 memory: 947 loss: 1.7720 2022/11/27 07:28:50 - mmengine - INFO - Epoch(train) [75][3800/5005] lr: 3.1158e-02 eta: 3:07:02 time: 0.0479 data_time: 0.0019 memory: 947 loss: 1.9084 2022/11/27 07:28:56 - mmengine - INFO - Epoch(train) [75][3900/5005] lr: 3.1133e-02 eta: 3:06:57 time: 0.0452 data_time: 0.0021 memory: 947 loss: 1.7529 2022/11/27 07:29:01 - mmengine - INFO - Epoch(train) [75][4000/5005] lr: 3.1109e-02 eta: 3:06:53 time: 0.0469 data_time: 0.0019 memory: 947 loss: 2.2390 2022/11/27 07:29:06 - mmengine - INFO - Epoch(train) [75][4100/5005] lr: 3.1085e-02 eta: 3:06:48 time: 0.0482 data_time: 0.0021 memory: 947 loss: 2.0536 2022/11/27 07:29:12 - mmengine - INFO - Epoch(train) [75][4200/5005] lr: 3.1061e-02 eta: 3:06:43 time: 0.0460 data_time: 0.0019 memory: 947 loss: 1.9814 2022/11/27 07:29:17 - mmengine - INFO - Epoch(train) [75][4300/5005] lr: 3.1037e-02 eta: 3:06:38 time: 0.0483 data_time: 0.0021 memory: 947 loss: 1.8867 2022/11/27 07:29:22 - mmengine - INFO - Epoch(train) [75][4400/5005] lr: 3.1012e-02 eta: 3:06:33 time: 0.0467 data_time: 0.0022 memory: 947 loss: 1.9436 2022/11/27 07:29:27 - mmengine - INFO - Epoch(train) [75][4500/5005] lr: 3.0988e-02 eta: 3:06:28 time: 0.0454 data_time: 0.0021 memory: 947 loss: 1.8114 2022/11/27 07:29:32 - mmengine - INFO - Epoch(train) [75][4600/5005] lr: 3.0964e-02 eta: 3:06:23 time: 0.0475 data_time: 0.0024 memory: 947 loss: 1.6143 2022/11/27 07:29:33 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:29:37 - mmengine - INFO - Epoch(train) [75][4700/5005] lr: 3.0940e-02 eta: 3:06:18 time: 0.0730 data_time: 0.0018 memory: 947 loss: 2.0334 2022/11/27 07:29:42 - mmengine - INFO - Epoch(train) [75][4800/5005] lr: 3.0916e-02 eta: 3:06:13 time: 0.0460 data_time: 0.0019 memory: 947 loss: 1.9319 2022/11/27 07:29:48 - mmengine - INFO - Epoch(train) [75][4900/5005] lr: 3.0891e-02 eta: 3:06:08 time: 0.0494 data_time: 0.0019 memory: 947 loss: 1.8350 2022/11/27 07:29:53 - mmengine - INFO - Epoch(train) [75][5000/5005] lr: 3.0867e-02 eta: 3:06:03 time: 0.0466 data_time: 0.0023 memory: 947 loss: 1.7566 2022/11/27 07:29:53 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:29:53 - mmengine - INFO - Saving checkpoint at 75 epochs 2022/11/27 07:29:57 - mmengine - INFO - Epoch(val) [75][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0254 memory: 947 2022/11/27 07:30:10 - mmengine - INFO - Epoch(val) [75][196/196] accuracy/top1: 61.7180 accuracy/top5: 84.2640 2022/11/27 07:30:16 - mmengine - INFO - Epoch(train) [76][ 100/5005] lr: 3.0842e-02 eta: 3:05:58 time: 0.0571 data_time: 0.0018 memory: 947 loss: 1.9842 2022/11/27 07:30:21 - mmengine - INFO - Epoch(train) [76][ 200/5005] lr: 3.0818e-02 eta: 3:05:54 time: 0.0460 data_time: 0.0020 memory: 947 loss: 1.7062 2022/11/27 07:30:26 - mmengine - INFO - Epoch(train) [76][ 300/5005] lr: 3.0794e-02 eta: 3:05:49 time: 0.0434 data_time: 0.0019 memory: 947 loss: 1.7924 2022/11/27 07:30:32 - mmengine - INFO - Epoch(train) [76][ 400/5005] lr: 3.0769e-02 eta: 3:05:44 time: 0.0571 data_time: 0.0020 memory: 947 loss: 1.4580 2022/11/27 07:30:37 - mmengine - INFO - Epoch(train) [76][ 500/5005] lr: 3.0745e-02 eta: 3:05:39 time: 0.0549 data_time: 0.0021 memory: 947 loss: 1.8680 2022/11/27 07:30:42 - mmengine - INFO - Epoch(train) [76][ 600/5005] lr: 3.0721e-02 eta: 3:05:34 time: 0.0449 data_time: 0.0019 memory: 947 loss: 1.8633 2022/11/27 07:30:43 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:30:47 - mmengine - INFO - Epoch(train) [76][ 700/5005] lr: 3.0697e-02 eta: 3:05:29 time: 0.0444 data_time: 0.0019 memory: 947 loss: 1.9691 2022/11/27 07:30:52 - mmengine - INFO - Epoch(train) [76][ 800/5005] lr: 3.0673e-02 eta: 3:05:24 time: 0.0478 data_time: 0.0020 memory: 947 loss: 1.6910 2022/11/27 07:30:57 - mmengine - INFO - Epoch(train) [76][ 900/5005] lr: 3.0649e-02 eta: 3:05:19 time: 0.0431 data_time: 0.0021 memory: 947 loss: 1.9929 2022/11/27 07:31:01 - mmengine - INFO - Epoch(train) [76][1000/5005] lr: 3.0625e-02 eta: 3:05:14 time: 0.0444 data_time: 0.0022 memory: 947 loss: 1.7427 2022/11/27 07:31:06 - mmengine - INFO - Epoch(train) [76][1100/5005] lr: 3.0601e-02 eta: 3:05:09 time: 0.0463 data_time: 0.0024 memory: 947 loss: 1.8313 2022/11/27 07:31:11 - mmengine - INFO - Epoch(train) [76][1200/5005] lr: 3.0576e-02 eta: 3:05:04 time: 0.0442 data_time: 0.0023 memory: 947 loss: 2.0091 2022/11/27 07:31:16 - mmengine - INFO - Epoch(train) [76][1300/5005] lr: 3.0552e-02 eta: 3:04:59 time: 0.0471 data_time: 0.0019 memory: 947 loss: 2.1315 2022/11/27 07:31:22 - mmengine - INFO - Epoch(train) [76][1400/5005] lr: 3.0528e-02 eta: 3:04:54 time: 0.0492 data_time: 0.0019 memory: 947 loss: 1.7880 2022/11/27 07:31:27 - mmengine - INFO - Epoch(train) [76][1500/5005] lr: 3.0504e-02 eta: 3:04:49 time: 0.0476 data_time: 0.0025 memory: 947 loss: 1.9705 2022/11/27 07:31:32 - mmengine - INFO - Epoch(train) [76][1600/5005] lr: 3.0480e-02 eta: 3:04:44 time: 0.0492 data_time: 0.0019 memory: 947 loss: 1.8391 2022/11/27 07:31:33 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:31:37 - mmengine - INFO - Epoch(train) [76][1700/5005] lr: 3.0456e-02 eta: 3:04:39 time: 0.0443 data_time: 0.0021 memory: 947 loss: 1.9536 2022/11/27 07:31:42 - mmengine - INFO - Epoch(train) [76][1800/5005] lr: 3.0432e-02 eta: 3:04:34 time: 0.0455 data_time: 0.0019 memory: 947 loss: 1.6901 2022/11/27 07:31:47 - mmengine - INFO - Epoch(train) [76][1900/5005] lr: 3.0408e-02 eta: 3:04:29 time: 0.0518 data_time: 0.0021 memory: 947 loss: 1.7818 2022/11/27 07:31:52 - mmengine - INFO - Epoch(train) [76][2000/5005] lr: 3.0384e-02 eta: 3:04:24 time: 0.0435 data_time: 0.0019 memory: 947 loss: 1.9815 2022/11/27 07:31:57 - mmengine - INFO - Epoch(train) [76][2100/5005] lr: 3.0360e-02 eta: 3:04:19 time: 0.0532 data_time: 0.0018 memory: 947 loss: 1.9337 2022/11/27 07:32:02 - mmengine - INFO - Epoch(train) [76][2200/5005] lr: 3.0336e-02 eta: 3:04:14 time: 0.0467 data_time: 0.0024 memory: 947 loss: 1.9507 2022/11/27 07:32:07 - mmengine - INFO - Epoch(train) [76][2300/5005] lr: 3.0312e-02 eta: 3:04:09 time: 0.0479 data_time: 0.0020 memory: 947 loss: 1.9402 2022/11/27 07:32:12 - mmengine - INFO - Epoch(train) [76][2400/5005] lr: 3.0288e-02 eta: 3:04:04 time: 0.0448 data_time: 0.0023 memory: 947 loss: 1.9398 2022/11/27 07:32:17 - mmengine - INFO - Epoch(train) [76][2500/5005] lr: 3.0264e-02 eta: 3:03:59 time: 0.0460 data_time: 0.0021 memory: 947 loss: 1.9343 2022/11/27 07:32:22 - mmengine - INFO - Epoch(train) [76][2600/5005] lr: 3.0240e-02 eta: 3:03:54 time: 0.0509 data_time: 0.0032 memory: 947 loss: 1.9865 2022/11/27 07:32:23 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:32:27 - mmengine - INFO - Epoch(train) [76][2700/5005] lr: 3.0216e-02 eta: 3:03:49 time: 0.0488 data_time: 0.0019 memory: 947 loss: 1.8123 2022/11/27 07:32:32 - mmengine - INFO - Epoch(train) [76][2800/5005] lr: 3.0192e-02 eta: 3:03:44 time: 0.0473 data_time: 0.0021 memory: 947 loss: 2.0051 2022/11/27 07:32:37 - mmengine - INFO - Epoch(train) [76][2900/5005] lr: 3.0168e-02 eta: 3:03:39 time: 0.0488 data_time: 0.0020 memory: 947 loss: 1.7161 2022/11/27 07:32:42 - mmengine - INFO - Epoch(train) [76][3000/5005] lr: 3.0144e-02 eta: 3:03:34 time: 0.0528 data_time: 0.0019 memory: 947 loss: 1.8692 2022/11/27 07:32:47 - mmengine - INFO - Epoch(train) [76][3100/5005] lr: 3.0120e-02 eta: 3:03:29 time: 0.0457 data_time: 0.0023 memory: 947 loss: 1.9608 2022/11/27 07:32:53 - mmengine - INFO - Epoch(train) [76][3200/5005] lr: 3.0096e-02 eta: 3:03:24 time: 0.0458 data_time: 0.0021 memory: 947 loss: 1.7750 2022/11/27 07:32:57 - mmengine - INFO - Epoch(train) [76][3300/5005] lr: 3.0072e-02 eta: 3:03:19 time: 0.0438 data_time: 0.0021 memory: 947 loss: 1.8487 2022/11/27 07:33:03 - mmengine - INFO - Epoch(train) [76][3400/5005] lr: 3.0048e-02 eta: 3:03:14 time: 0.0505 data_time: 0.0019 memory: 947 loss: 1.7393 2022/11/27 07:33:08 - mmengine - INFO - Epoch(train) [76][3500/5005] lr: 3.0024e-02 eta: 3:03:10 time: 0.0512 data_time: 0.0021 memory: 947 loss: 1.8834 2022/11/27 07:33:13 - mmengine - INFO - Epoch(train) [76][3600/5005] lr: 3.0000e-02 eta: 3:03:05 time: 0.0488 data_time: 0.0019 memory: 947 loss: 1.7870 2022/11/27 07:33:14 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:33:18 - mmengine - INFO - Epoch(train) [76][3700/5005] lr: 2.9976e-02 eta: 3:03:00 time: 0.0519 data_time: 0.0020 memory: 947 loss: 1.7848 2022/11/27 07:33:23 - mmengine - INFO - Epoch(train) [76][3800/5005] lr: 2.9952e-02 eta: 3:02:55 time: 0.0470 data_time: 0.0019 memory: 947 loss: 1.8269 2022/11/27 07:33:28 - mmengine - INFO - Epoch(train) [76][3900/5005] lr: 2.9928e-02 eta: 3:02:50 time: 0.0452 data_time: 0.0023 memory: 947 loss: 1.9467 2022/11/27 07:33:33 - mmengine - INFO - Epoch(train) [76][4000/5005] lr: 2.9904e-02 eta: 3:02:45 time: 0.0459 data_time: 0.0022 memory: 947 loss: 2.0174 2022/11/27 07:33:38 - mmengine - INFO - Epoch(train) [76][4100/5005] lr: 2.9880e-02 eta: 3:02:40 time: 0.0477 data_time: 0.0023 memory: 947 loss: 1.7936 2022/11/27 07:33:43 - mmengine - INFO - Epoch(train) [76][4200/5005] lr: 2.9856e-02 eta: 3:02:35 time: 0.0519 data_time: 0.0098 memory: 947 loss: 2.0082 2022/11/27 07:33:49 - mmengine - INFO - Epoch(train) [76][4300/5005] lr: 2.9832e-02 eta: 3:02:30 time: 0.0571 data_time: 0.0024 memory: 947 loss: 1.9162 2022/11/27 07:33:54 - mmengine - INFO - Epoch(train) [76][4400/5005] lr: 2.9808e-02 eta: 3:02:25 time: 0.0463 data_time: 0.0022 memory: 947 loss: 1.8969 2022/11/27 07:33:59 - mmengine - INFO - Epoch(train) [76][4500/5005] lr: 2.9784e-02 eta: 3:02:20 time: 0.0523 data_time: 0.0021 memory: 947 loss: 1.9570 2022/11/27 07:34:04 - mmengine - INFO - Epoch(train) [76][4600/5005] lr: 2.9760e-02 eta: 3:02:15 time: 0.0524 data_time: 0.0020 memory: 947 loss: 1.9733 2022/11/27 07:34:05 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:34:09 - mmengine - INFO - Epoch(train) [76][4700/5005] lr: 2.9736e-02 eta: 3:02:10 time: 0.0447 data_time: 0.0022 memory: 947 loss: 1.8068 2022/11/27 07:34:14 - mmengine - INFO - Epoch(train) [76][4800/5005] lr: 2.9712e-02 eta: 3:02:05 time: 0.0450 data_time: 0.0020 memory: 947 loss: 1.9072 2022/11/27 07:34:19 - mmengine - INFO - Epoch(train) [76][4900/5005] lr: 2.9688e-02 eta: 3:02:00 time: 0.0463 data_time: 0.0026 memory: 947 loss: 2.0566 2022/11/27 07:34:24 - mmengine - INFO - Epoch(train) [76][5000/5005] lr: 2.9665e-02 eta: 3:01:55 time: 0.0431 data_time: 0.0027 memory: 947 loss: 2.0068 2022/11/27 07:34:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:34:24 - mmengine - INFO - Saving checkpoint at 76 epochs 2022/11/27 07:34:29 - mmengine - INFO - Epoch(val) [76][100/196] eta: 0:00:03 time: 0.0363 data_time: 0.0259 memory: 947 2022/11/27 07:34:42 - mmengine - INFO - Epoch(val) [76][196/196] accuracy/top1: 62.5820 accuracy/top5: 84.3500 2022/11/27 07:34:47 - mmengine - INFO - Epoch(train) [77][ 100/5005] lr: 2.9640e-02 eta: 3:01:50 time: 0.0524 data_time: 0.0097 memory: 947 loss: 2.0751 2022/11/27 07:34:52 - mmengine - INFO - Epoch(train) [77][ 200/5005] lr: 2.9616e-02 eta: 3:01:45 time: 0.0449 data_time: 0.0019 memory: 947 loss: 2.1006 2022/11/27 07:34:57 - mmengine - INFO - Epoch(train) [77][ 300/5005] lr: 2.9592e-02 eta: 3:01:40 time: 0.0485 data_time: 0.0023 memory: 947 loss: 1.8067 2022/11/27 07:35:02 - mmengine - INFO - Epoch(train) [77][ 400/5005] lr: 2.9568e-02 eta: 3:01:35 time: 0.0478 data_time: 0.0024 memory: 947 loss: 1.9355 2022/11/27 07:35:07 - mmengine - INFO - Epoch(train) [77][ 500/5005] lr: 2.9544e-02 eta: 3:01:30 time: 0.0527 data_time: 0.0020 memory: 947 loss: 1.8256 2022/11/27 07:35:12 - mmengine - INFO - Epoch(train) [77][ 600/5005] lr: 2.9520e-02 eta: 3:01:25 time: 0.0499 data_time: 0.0021 memory: 947 loss: 1.7519 2022/11/27 07:35:13 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:35:17 - mmengine - INFO - Epoch(train) [77][ 700/5005] lr: 2.9496e-02 eta: 3:01:20 time: 0.0478 data_time: 0.0024 memory: 947 loss: 1.8905 2022/11/27 07:35:22 - mmengine - INFO - Epoch(train) [77][ 800/5005] lr: 2.9472e-02 eta: 3:01:15 time: 0.0537 data_time: 0.0022 memory: 947 loss: 2.1367 2022/11/27 07:35:28 - mmengine - INFO - Epoch(train) [77][ 900/5005] lr: 2.9449e-02 eta: 3:01:10 time: 0.0540 data_time: 0.0046 memory: 947 loss: 1.8244 2022/11/27 07:35:32 - mmengine - INFO - Epoch(train) [77][1000/5005] lr: 2.9425e-02 eta: 3:01:05 time: 0.0477 data_time: 0.0027 memory: 947 loss: 1.7907 2022/11/27 07:35:38 - mmengine - INFO - Epoch(train) [77][1100/5005] lr: 2.9401e-02 eta: 3:01:01 time: 0.0501 data_time: 0.0020 memory: 947 loss: 2.1681 2022/11/27 07:35:43 - mmengine - INFO - Epoch(train) [77][1200/5005] lr: 2.9377e-02 eta: 3:00:56 time: 0.0458 data_time: 0.0020 memory: 947 loss: 1.7928 2022/11/27 07:35:48 - mmengine - INFO - Epoch(train) [77][1300/5005] lr: 2.9353e-02 eta: 3:00:51 time: 0.0561 data_time: 0.0020 memory: 947 loss: 1.9493 2022/11/27 07:35:53 - mmengine - INFO - Epoch(train) [77][1400/5005] lr: 2.9329e-02 eta: 3:00:46 time: 0.0477 data_time: 0.0020 memory: 947 loss: 1.7452 2022/11/27 07:35:58 - mmengine - INFO - Epoch(train) [77][1500/5005] lr: 2.9306e-02 eta: 3:00:41 time: 0.0506 data_time: 0.0021 memory: 947 loss: 1.8464 2022/11/27 07:36:04 - mmengine - INFO - Epoch(train) [77][1600/5005] lr: 2.9282e-02 eta: 3:00:36 time: 0.0516 data_time: 0.0024 memory: 947 loss: 1.9490 2022/11/27 07:36:05 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:36:09 - mmengine - INFO - Epoch(train) [77][1700/5005] lr: 2.9258e-02 eta: 3:00:31 time: 0.0753 data_time: 0.0023 memory: 947 loss: 1.7614 2022/11/27 07:36:14 - mmengine - INFO - Epoch(train) [77][1800/5005] lr: 2.9234e-02 eta: 3:00:26 time: 0.0464 data_time: 0.0020 memory: 947 loss: 1.8121 2022/11/27 07:36:19 - mmengine - INFO - Epoch(train) [77][1900/5005] lr: 2.9210e-02 eta: 3:00:21 time: 0.0516 data_time: 0.0021 memory: 947 loss: 1.8939 2022/11/27 07:36:24 - mmengine - INFO - Epoch(train) [77][2000/5005] lr: 2.9187e-02 eta: 3:00:17 time: 0.0460 data_time: 0.0022 memory: 947 loss: 1.5990 2022/11/27 07:36:29 - mmengine - INFO - Epoch(train) [77][2100/5005] lr: 2.9163e-02 eta: 3:00:12 time: 0.0475 data_time: 0.0021 memory: 947 loss: 2.0245 2022/11/27 07:36:34 - mmengine - INFO - Epoch(train) [77][2200/5005] lr: 2.9139e-02 eta: 3:00:07 time: 0.0529 data_time: 0.0021 memory: 947 loss: 2.0059 2022/11/27 07:36:40 - mmengine - INFO - Epoch(train) [77][2300/5005] lr: 2.9115e-02 eta: 3:00:02 time: 0.0510 data_time: 0.0022 memory: 947 loss: 2.0832 2022/11/27 07:36:44 - mmengine - INFO - Epoch(train) [77][2400/5005] lr: 2.9092e-02 eta: 2:59:57 time: 0.0451 data_time: 0.0023 memory: 947 loss: 1.7510 2022/11/27 07:36:49 - mmengine - INFO - Epoch(train) [77][2500/5005] lr: 2.9068e-02 eta: 2:59:52 time: 0.0471 data_time: 0.0022 memory: 947 loss: 1.6481 2022/11/27 07:36:55 - mmengine - INFO - Epoch(train) [77][2600/5005] lr: 2.9044e-02 eta: 2:59:47 time: 0.0433 data_time: 0.0019 memory: 947 loss: 2.0290 2022/11/27 07:36:56 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:37:00 - mmengine - INFO - Epoch(train) [77][2700/5005] lr: 2.9020e-02 eta: 2:59:42 time: 0.0465 data_time: 0.0025 memory: 947 loss: 1.8870 2022/11/27 07:37:05 - mmengine - INFO - Epoch(train) [77][2800/5005] lr: 2.8997e-02 eta: 2:59:37 time: 0.0595 data_time: 0.0163 memory: 947 loss: 1.6564 2022/11/27 07:37:10 - mmengine - INFO - Epoch(train) [77][2900/5005] lr: 2.8973e-02 eta: 2:59:32 time: 0.0538 data_time: 0.0019 memory: 947 loss: 2.1916 2022/11/27 07:37:15 - mmengine - INFO - Epoch(train) [77][3000/5005] lr: 2.8949e-02 eta: 2:59:27 time: 0.0501 data_time: 0.0022 memory: 947 loss: 1.8539 2022/11/27 07:37:21 - mmengine - INFO - Epoch(train) [77][3100/5005] lr: 2.8925e-02 eta: 2:59:22 time: 0.0464 data_time: 0.0028 memory: 947 loss: 2.1669 2022/11/27 07:37:25 - mmengine - INFO - Epoch(train) [77][3200/5005] lr: 2.8902e-02 eta: 2:59:17 time: 0.0453 data_time: 0.0020 memory: 947 loss: 1.7484 2022/11/27 07:37:31 - mmengine - INFO - Epoch(train) [77][3300/5005] lr: 2.8878e-02 eta: 2:59:12 time: 0.0477 data_time: 0.0022 memory: 947 loss: 1.9100 2022/11/27 07:37:36 - mmengine - INFO - Epoch(train) [77][3400/5005] lr: 2.8854e-02 eta: 2:59:07 time: 0.0476 data_time: 0.0023 memory: 947 loss: 2.1271 2022/11/27 07:37:41 - mmengine - INFO - Epoch(train) [77][3500/5005] lr: 2.8831e-02 eta: 2:59:02 time: 0.0492 data_time: 0.0022 memory: 947 loss: 1.9202 2022/11/27 07:37:46 - mmengine - INFO - Epoch(train) [77][3600/5005] lr: 2.8807e-02 eta: 2:58:57 time: 0.0559 data_time: 0.0019 memory: 947 loss: 1.9699 2022/11/27 07:37:47 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:37:51 - mmengine - INFO - Epoch(train) [77][3700/5005] lr: 2.8783e-02 eta: 2:58:52 time: 0.0542 data_time: 0.0019 memory: 947 loss: 1.8837 2022/11/27 07:37:56 - mmengine - INFO - Epoch(train) [77][3800/5005] lr: 2.8760e-02 eta: 2:58:48 time: 0.0496 data_time: 0.0019 memory: 947 loss: 1.8100 2022/11/27 07:38:02 - mmengine - INFO - Epoch(train) [77][3900/5005] lr: 2.8736e-02 eta: 2:58:43 time: 0.0468 data_time: 0.0023 memory: 947 loss: 1.8287 2022/11/27 07:38:07 - mmengine - INFO - Epoch(train) [77][4000/5005] lr: 2.8712e-02 eta: 2:58:38 time: 0.0446 data_time: 0.0019 memory: 947 loss: 1.7608 2022/11/27 07:38:11 - mmengine - INFO - Epoch(train) [77][4100/5005] lr: 2.8689e-02 eta: 2:58:33 time: 0.0558 data_time: 0.0026 memory: 947 loss: 1.9763 2022/11/27 07:38:17 - mmengine - INFO - Epoch(train) [77][4200/5005] lr: 2.8665e-02 eta: 2:58:28 time: 0.0481 data_time: 0.0025 memory: 947 loss: 2.0855 2022/11/27 07:38:22 - mmengine - INFO - Epoch(train) [77][4300/5005] lr: 2.8641e-02 eta: 2:58:23 time: 0.0575 data_time: 0.0019 memory: 947 loss: 1.7295 2022/11/27 07:38:27 - mmengine - INFO - Epoch(train) [77][4400/5005] lr: 2.8618e-02 eta: 2:58:18 time: 0.0453 data_time: 0.0025 memory: 947 loss: 1.9125 2022/11/27 07:38:32 - mmengine - INFO - Epoch(train) [77][4500/5005] lr: 2.8594e-02 eta: 2:58:13 time: 0.0460 data_time: 0.0022 memory: 947 loss: 1.7901 2022/11/27 07:38:37 - mmengine - INFO - Epoch(train) [77][4600/5005] lr: 2.8570e-02 eta: 2:58:08 time: 0.0470 data_time: 0.0025 memory: 947 loss: 1.7782 2022/11/27 07:38:38 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:38:42 - mmengine - INFO - Epoch(train) [77][4700/5005] lr: 2.8547e-02 eta: 2:58:03 time: 0.0526 data_time: 0.0024 memory: 947 loss: 1.8486 2022/11/27 07:38:47 - mmengine - INFO - Epoch(train) [77][4800/5005] lr: 2.8523e-02 eta: 2:57:58 time: 0.0483 data_time: 0.0021 memory: 947 loss: 1.8272 2022/11/27 07:38:53 - mmengine - INFO - Epoch(train) [77][4900/5005] lr: 2.8499e-02 eta: 2:57:53 time: 0.0445 data_time: 0.0021 memory: 947 loss: 1.9530 2022/11/27 07:38:58 - mmengine - INFO - Epoch(train) [77][5000/5005] lr: 2.8476e-02 eta: 2:57:48 time: 0.0443 data_time: 0.0034 memory: 947 loss: 1.8460 2022/11/27 07:38:58 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:38:58 - mmengine - INFO - Saving checkpoint at 77 epochs 2022/11/27 07:39:02 - mmengine - INFO - Epoch(val) [77][100/196] eta: 0:00:03 time: 0.0393 data_time: 0.0284 memory: 947 2022/11/27 07:39:15 - mmengine - INFO - Epoch(val) [77][196/196] accuracy/top1: 62.5580 accuracy/top5: 84.6880 2022/11/27 07:39:21 - mmengine - INFO - Epoch(train) [78][ 100/5005] lr: 2.8451e-02 eta: 2:57:43 time: 0.0461 data_time: 0.0022 memory: 947 loss: 1.7522 2022/11/27 07:39:25 - mmengine - INFO - Epoch(train) [78][ 200/5005] lr: 2.8427e-02 eta: 2:57:38 time: 0.0458 data_time: 0.0024 memory: 947 loss: 1.9044 2022/11/27 07:39:31 - mmengine - INFO - Epoch(train) [78][ 300/5005] lr: 2.8404e-02 eta: 2:57:33 time: 0.0611 data_time: 0.0021 memory: 947 loss: 1.6908 2022/11/27 07:39:36 - mmengine - INFO - Epoch(train) [78][ 400/5005] lr: 2.8380e-02 eta: 2:57:28 time: 0.0651 data_time: 0.0245 memory: 947 loss: 1.7049 2022/11/27 07:39:41 - mmengine - INFO - Epoch(train) [78][ 500/5005] lr: 2.8357e-02 eta: 2:57:23 time: 0.0470 data_time: 0.0020 memory: 947 loss: 1.8217 2022/11/27 07:39:46 - mmengine - INFO - Epoch(train) [78][ 600/5005] lr: 2.8333e-02 eta: 2:57:18 time: 0.0462 data_time: 0.0022 memory: 947 loss: 1.7927 2022/11/27 07:39:47 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:39:52 - mmengine - INFO - Epoch(train) [78][ 700/5005] lr: 2.8310e-02 eta: 2:57:14 time: 0.0538 data_time: 0.0022 memory: 947 loss: 1.8630 2022/11/27 07:39:57 - mmengine - INFO - Epoch(train) [78][ 800/5005] lr: 2.8286e-02 eta: 2:57:09 time: 0.0467 data_time: 0.0021 memory: 947 loss: 2.0200 2022/11/27 07:40:02 - mmengine - INFO - Epoch(train) [78][ 900/5005] lr: 2.8262e-02 eta: 2:57:04 time: 0.0437 data_time: 0.0019 memory: 947 loss: 1.6624 2022/11/27 07:40:07 - mmengine - INFO - Epoch(train) [78][1000/5005] lr: 2.8239e-02 eta: 2:56:59 time: 0.0459 data_time: 0.0026 memory: 947 loss: 1.7153 2022/11/27 07:40:12 - mmengine - INFO - Epoch(train) [78][1100/5005] lr: 2.8215e-02 eta: 2:56:54 time: 0.0624 data_time: 0.0020 memory: 947 loss: 1.9161 2022/11/27 07:40:17 - mmengine - INFO - Epoch(train) [78][1200/5005] lr: 2.8192e-02 eta: 2:56:49 time: 0.0443 data_time: 0.0035 memory: 947 loss: 2.0017 2022/11/27 07:40:22 - mmengine - INFO - Epoch(train) [78][1300/5005] lr: 2.8168e-02 eta: 2:56:44 time: 0.0450 data_time: 0.0020 memory: 947 loss: 1.8043 2022/11/27 07:40:26 - mmengine - INFO - Epoch(train) [78][1400/5005] lr: 2.8145e-02 eta: 2:56:38 time: 0.0439 data_time: 0.0020 memory: 947 loss: 1.6791 2022/11/27 07:40:31 - mmengine - INFO - Epoch(train) [78][1500/5005] lr: 2.8121e-02 eta: 2:56:33 time: 0.0456 data_time: 0.0022 memory: 947 loss: 1.8182 2022/11/27 07:40:36 - mmengine - INFO - Epoch(train) [78][1600/5005] lr: 2.8098e-02 eta: 2:56:28 time: 0.0446 data_time: 0.0021 memory: 947 loss: 1.8938 2022/11/27 07:40:37 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:40:41 - mmengine - INFO - Epoch(train) [78][1700/5005] lr: 2.8074e-02 eta: 2:56:23 time: 0.0494 data_time: 0.0021 memory: 947 loss: 1.8750 2022/11/27 07:40:46 - mmengine - INFO - Epoch(train) [78][1800/5005] lr: 2.8051e-02 eta: 2:56:18 time: 0.0475 data_time: 0.0022 memory: 947 loss: 1.9390 2022/11/27 07:40:51 - mmengine - INFO - Epoch(train) [78][1900/5005] lr: 2.8027e-02 eta: 2:56:13 time: 0.0589 data_time: 0.0019 memory: 947 loss: 1.7398 2022/11/27 07:40:56 - mmengine - INFO - Epoch(train) [78][2000/5005] lr: 2.8004e-02 eta: 2:56:08 time: 0.0471 data_time: 0.0027 memory: 947 loss: 1.8974 2022/11/27 07:41:01 - mmengine - INFO - Epoch(train) [78][2100/5005] lr: 2.7980e-02 eta: 2:56:03 time: 0.0461 data_time: 0.0022 memory: 947 loss: 1.8303 2022/11/27 07:41:06 - mmengine - INFO - Epoch(train) [78][2200/5005] lr: 2.7957e-02 eta: 2:55:58 time: 0.0695 data_time: 0.0288 memory: 947 loss: 1.9937 2022/11/27 07:41:12 - mmengine - INFO - Epoch(train) [78][2300/5005] lr: 2.7933e-02 eta: 2:55:54 time: 0.0466 data_time: 0.0020 memory: 947 loss: 1.8375 2022/11/27 07:41:17 - mmengine - INFO - Epoch(train) [78][2400/5005] lr: 2.7910e-02 eta: 2:55:49 time: 0.0542 data_time: 0.0023 memory: 947 loss: 1.8252 2022/11/27 07:41:22 - mmengine - INFO - Epoch(train) [78][2500/5005] lr: 2.7886e-02 eta: 2:55:44 time: 0.0471 data_time: 0.0022 memory: 947 loss: 1.9743 2022/11/27 07:41:27 - mmengine - INFO - Epoch(train) [78][2600/5005] lr: 2.7863e-02 eta: 2:55:39 time: 0.0478 data_time: 0.0020 memory: 947 loss: 1.8185 2022/11/27 07:41:27 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:41:32 - mmengine - INFO - Epoch(train) [78][2700/5005] lr: 2.7839e-02 eta: 2:55:34 time: 0.0473 data_time: 0.0041 memory: 947 loss: 1.7119 2022/11/27 07:41:37 - mmengine - INFO - Epoch(train) [78][2800/5005] lr: 2.7816e-02 eta: 2:55:29 time: 0.0596 data_time: 0.0034 memory: 947 loss: 1.6743 2022/11/27 07:41:43 - mmengine - INFO - Epoch(train) [78][2900/5005] lr: 2.7793e-02 eta: 2:55:24 time: 0.0494 data_time: 0.0028 memory: 947 loss: 1.7787 2022/11/27 07:41:48 - mmengine - INFO - Epoch(train) [78][3000/5005] lr: 2.7769e-02 eta: 2:55:19 time: 0.0480 data_time: 0.0021 memory: 947 loss: 1.9269 2022/11/27 07:41:53 - mmengine - INFO - Epoch(train) [78][3100/5005] lr: 2.7746e-02 eta: 2:55:14 time: 0.0490 data_time: 0.0021 memory: 947 loss: 2.0314 2022/11/27 07:41:58 - mmengine - INFO - Epoch(train) [78][3200/5005] lr: 2.7722e-02 eta: 2:55:09 time: 0.0455 data_time: 0.0025 memory: 947 loss: 1.7910 2022/11/27 07:42:03 - mmengine - INFO - Epoch(train) [78][3300/5005] lr: 2.7699e-02 eta: 2:55:04 time: 0.0526 data_time: 0.0020 memory: 947 loss: 1.9903 2022/11/27 07:42:08 - mmengine - INFO - Epoch(train) [78][3400/5005] lr: 2.7676e-02 eta: 2:54:59 time: 0.0547 data_time: 0.0022 memory: 947 loss: 1.8319 2022/11/27 07:42:14 - mmengine - INFO - Epoch(train) [78][3500/5005] lr: 2.7652e-02 eta: 2:54:55 time: 0.0555 data_time: 0.0167 memory: 947 loss: 2.0423 2022/11/27 07:42:18 - mmengine - INFO - Epoch(train) [78][3600/5005] lr: 2.7629e-02 eta: 2:54:50 time: 0.0478 data_time: 0.0025 memory: 947 loss: 1.7283 2022/11/27 07:42:19 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:42:24 - mmengine - INFO - Epoch(train) [78][3700/5005] lr: 2.7605e-02 eta: 2:54:45 time: 0.0510 data_time: 0.0023 memory: 947 loss: 1.9697 2022/11/27 07:42:28 - mmengine - INFO - Epoch(train) [78][3800/5005] lr: 2.7582e-02 eta: 2:54:40 time: 0.0480 data_time: 0.0023 memory: 947 loss: 2.0577 2022/11/27 07:42:34 - mmengine - INFO - Epoch(train) [78][3900/5005] lr: 2.7559e-02 eta: 2:54:35 time: 0.0421 data_time: 0.0019 memory: 947 loss: 1.9247 2022/11/27 07:42:39 - mmengine - INFO - Epoch(train) [78][4000/5005] lr: 2.7535e-02 eta: 2:54:30 time: 0.0482 data_time: 0.0025 memory: 947 loss: 1.8550 2022/11/27 07:42:44 - mmengine - INFO - Epoch(train) [78][4100/5005] lr: 2.7512e-02 eta: 2:54:25 time: 0.0421 data_time: 0.0022 memory: 947 loss: 1.9516 2022/11/27 07:42:49 - mmengine - INFO - Epoch(train) [78][4200/5005] lr: 2.7488e-02 eta: 2:54:20 time: 0.0469 data_time: 0.0021 memory: 947 loss: 1.8463 2022/11/27 07:42:54 - mmengine - INFO - Epoch(train) [78][4300/5005] lr: 2.7465e-02 eta: 2:54:15 time: 0.0513 data_time: 0.0024 memory: 947 loss: 1.8550 2022/11/27 07:42:59 - mmengine - INFO - Epoch(train) [78][4400/5005] lr: 2.7442e-02 eta: 2:54:10 time: 0.0440 data_time: 0.0022 memory: 947 loss: 1.8975 2022/11/27 07:43:04 - mmengine - INFO - Epoch(train) [78][4500/5005] lr: 2.7418e-02 eta: 2:54:05 time: 0.0495 data_time: 0.0025 memory: 947 loss: 1.7711 2022/11/27 07:43:10 - mmengine - INFO - Epoch(train) [78][4600/5005] lr: 2.7395e-02 eta: 2:54:00 time: 0.0469 data_time: 0.0021 memory: 947 loss: 1.8901 2022/11/27 07:43:10 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:43:15 - mmengine - INFO - Epoch(train) [78][4700/5005] lr: 2.7372e-02 eta: 2:53:55 time: 0.0471 data_time: 0.0021 memory: 947 loss: 1.7641 2022/11/27 07:43:20 - mmengine - INFO - Epoch(train) [78][4800/5005] lr: 2.7348e-02 eta: 2:53:50 time: 0.0470 data_time: 0.0020 memory: 947 loss: 1.9482 2022/11/27 07:43:25 - mmengine - INFO - Epoch(train) [78][4900/5005] lr: 2.7325e-02 eta: 2:53:45 time: 0.0464 data_time: 0.0024 memory: 947 loss: 1.8452 2022/11/27 07:43:30 - mmengine - INFO - Epoch(train) [78][5000/5005] lr: 2.7302e-02 eta: 2:53:40 time: 0.0452 data_time: 0.0028 memory: 947 loss: 1.8608 2022/11/27 07:43:30 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:43:30 - mmengine - INFO - Saving checkpoint at 78 epochs 2022/11/27 07:43:35 - mmengine - INFO - Epoch(val) [78][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0248 memory: 947 2022/11/27 07:43:48 - mmengine - INFO - Epoch(val) [78][196/196] accuracy/top1: 62.3540 accuracy/top5: 84.6040 2022/11/27 07:43:53 - mmengine - INFO - Epoch(train) [79][ 100/5005] lr: 2.7277e-02 eta: 2:53:35 time: 0.0461 data_time: 0.0024 memory: 947 loss: 1.8612 2022/11/27 07:43:58 - mmengine - INFO - Epoch(train) [79][ 200/5005] lr: 2.7254e-02 eta: 2:53:30 time: 0.0501 data_time: 0.0021 memory: 947 loss: 1.7495 2022/11/27 07:44:03 - mmengine - INFO - Epoch(train) [79][ 300/5005] lr: 2.7231e-02 eta: 2:53:25 time: 0.0668 data_time: 0.0019 memory: 947 loss: 1.8685 2022/11/27 07:44:08 - mmengine - INFO - Epoch(train) [79][ 400/5005] lr: 2.7208e-02 eta: 2:53:20 time: 0.0524 data_time: 0.0020 memory: 947 loss: 1.9309 2022/11/27 07:44:12 - mmengine - INFO - Epoch(train) [79][ 500/5005] lr: 2.7184e-02 eta: 2:53:15 time: 0.0468 data_time: 0.0021 memory: 947 loss: 1.8525 2022/11/27 07:44:17 - mmengine - INFO - Epoch(train) [79][ 600/5005] lr: 2.7161e-02 eta: 2:53:10 time: 0.0473 data_time: 0.0025 memory: 947 loss: 1.8260 2022/11/27 07:44:18 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:44:22 - mmengine - INFO - Epoch(train) [79][ 700/5005] lr: 2.7138e-02 eta: 2:53:05 time: 0.0434 data_time: 0.0020 memory: 947 loss: 2.0091 2022/11/27 07:44:27 - mmengine - INFO - Epoch(train) [79][ 800/5005] lr: 2.7114e-02 eta: 2:52:59 time: 0.0438 data_time: 0.0022 memory: 947 loss: 1.8310 2022/11/27 07:44:32 - mmengine - INFO - Epoch(train) [79][ 900/5005] lr: 2.7091e-02 eta: 2:52:54 time: 0.0585 data_time: 0.0019 memory: 947 loss: 1.8177 2022/11/27 07:44:37 - mmengine - INFO - Epoch(train) [79][1000/5005] lr: 2.7068e-02 eta: 2:52:49 time: 0.0486 data_time: 0.0074 memory: 947 loss: 1.9847 2022/11/27 07:44:42 - mmengine - INFO - Epoch(train) [79][1100/5005] lr: 2.7045e-02 eta: 2:52:45 time: 0.0477 data_time: 0.0059 memory: 947 loss: 1.7057 2022/11/27 07:44:47 - mmengine - INFO - Epoch(train) [79][1200/5005] lr: 2.7022e-02 eta: 2:52:39 time: 0.0474 data_time: 0.0022 memory: 947 loss: 1.7307 2022/11/27 07:44:52 - mmengine - INFO - Epoch(train) [79][1300/5005] lr: 2.6998e-02 eta: 2:52:34 time: 0.0457 data_time: 0.0021 memory: 947 loss: 1.9093 2022/11/27 07:44:57 - mmengine - INFO - Epoch(train) [79][1400/5005] lr: 2.6975e-02 eta: 2:52:30 time: 0.0543 data_time: 0.0019 memory: 947 loss: 1.7293 2022/11/27 07:45:02 - mmengine - INFO - Epoch(train) [79][1500/5005] lr: 2.6952e-02 eta: 2:52:25 time: 0.0474 data_time: 0.0021 memory: 947 loss: 1.8657 2022/11/27 07:45:07 - mmengine - INFO - Epoch(train) [79][1600/5005] lr: 2.6929e-02 eta: 2:52:20 time: 0.0481 data_time: 0.0023 memory: 947 loss: 2.2451 2022/11/27 07:45:07 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:45:12 - mmengine - INFO - Epoch(train) [79][1700/5005] lr: 2.6905e-02 eta: 2:52:14 time: 0.0444 data_time: 0.0020 memory: 947 loss: 1.7863 2022/11/27 07:45:17 - mmengine - INFO - Epoch(train) [79][1800/5005] lr: 2.6882e-02 eta: 2:52:09 time: 0.0423 data_time: 0.0020 memory: 947 loss: 1.7929 2022/11/27 07:45:21 - mmengine - INFO - Epoch(train) [79][1900/5005] lr: 2.6859e-02 eta: 2:52:04 time: 0.0461 data_time: 0.0019 memory: 947 loss: 1.7730 2022/11/27 07:45:26 - mmengine - INFO - Epoch(train) [79][2000/5005] lr: 2.6836e-02 eta: 2:51:59 time: 0.0519 data_time: 0.0111 memory: 947 loss: 2.0520 2022/11/27 07:45:31 - mmengine - INFO - Epoch(train) [79][2100/5005] lr: 2.6813e-02 eta: 2:51:54 time: 0.0457 data_time: 0.0020 memory: 947 loss: 1.6108 2022/11/27 07:45:36 - mmengine - INFO - Epoch(train) [79][2200/5005] lr: 2.6790e-02 eta: 2:51:49 time: 0.0468 data_time: 0.0024 memory: 947 loss: 1.9388 2022/11/27 07:45:41 - mmengine - INFO - Epoch(train) [79][2300/5005] lr: 2.6766e-02 eta: 2:51:44 time: 0.0434 data_time: 0.0021 memory: 947 loss: 1.7622 2022/11/27 07:45:46 - mmengine - INFO - Epoch(train) [79][2400/5005] lr: 2.6743e-02 eta: 2:51:39 time: 0.0496 data_time: 0.0019 memory: 947 loss: 1.9864 2022/11/27 07:45:51 - mmengine - INFO - Epoch(train) [79][2500/5005] lr: 2.6720e-02 eta: 2:51:34 time: 0.0493 data_time: 0.0020 memory: 947 loss: 1.8893 2022/11/27 07:45:56 - mmengine - INFO - Epoch(train) [79][2600/5005] lr: 2.6697e-02 eta: 2:51:29 time: 0.0468 data_time: 0.0026 memory: 947 loss: 1.9707 2022/11/27 07:45:57 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:46:01 - mmengine - INFO - Epoch(train) [79][2700/5005] lr: 2.6674e-02 eta: 2:51:24 time: 0.0485 data_time: 0.0023 memory: 947 loss: 1.8450 2022/11/27 07:46:06 - mmengine - INFO - Epoch(train) [79][2800/5005] lr: 2.6651e-02 eta: 2:51:19 time: 0.0467 data_time: 0.0023 memory: 947 loss: 1.9542 2022/11/27 07:46:12 - mmengine - INFO - Epoch(train) [79][2900/5005] lr: 2.6628e-02 eta: 2:51:14 time: 0.0518 data_time: 0.0027 memory: 947 loss: 1.7578 2022/11/27 07:46:17 - mmengine - INFO - Epoch(train) [79][3000/5005] lr: 2.6604e-02 eta: 2:51:09 time: 0.0436 data_time: 0.0023 memory: 947 loss: 1.9101 2022/11/27 07:46:22 - mmengine - INFO - Epoch(train) [79][3100/5005] lr: 2.6581e-02 eta: 2:51:04 time: 0.0481 data_time: 0.0022 memory: 947 loss: 1.9185 2022/11/27 07:46:27 - mmengine - INFO - Epoch(train) [79][3200/5005] lr: 2.6558e-02 eta: 2:50:59 time: 0.0506 data_time: 0.0023 memory: 947 loss: 2.0818 2022/11/27 07:46:32 - mmengine - INFO - Epoch(train) [79][3300/5005] lr: 2.6535e-02 eta: 2:50:54 time: 0.0545 data_time: 0.0019 memory: 947 loss: 1.7617 2022/11/27 07:46:37 - mmengine - INFO - Epoch(train) [79][3400/5005] lr: 2.6512e-02 eta: 2:50:50 time: 0.0487 data_time: 0.0024 memory: 947 loss: 2.0426 2022/11/27 07:46:42 - mmengine - INFO - Epoch(train) [79][3500/5005] lr: 2.6489e-02 eta: 2:50:45 time: 0.0532 data_time: 0.0020 memory: 947 loss: 1.9277 2022/11/27 07:46:47 - mmengine - INFO - Epoch(train) [79][3600/5005] lr: 2.6466e-02 eta: 2:50:40 time: 0.0450 data_time: 0.0020 memory: 947 loss: 1.6115 2022/11/27 07:46:47 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:46:52 - mmengine - INFO - Epoch(train) [79][3700/5005] lr: 2.6443e-02 eta: 2:50:34 time: 0.0462 data_time: 0.0042 memory: 947 loss: 1.9093 2022/11/27 07:46:56 - mmengine - INFO - Epoch(train) [79][3800/5005] lr: 2.6420e-02 eta: 2:50:29 time: 0.0493 data_time: 0.0023 memory: 947 loss: 1.8346 2022/11/27 07:47:01 - mmengine - INFO - Epoch(train) [79][3900/5005] lr: 2.6397e-02 eta: 2:50:24 time: 0.0480 data_time: 0.0020 memory: 947 loss: 1.7839 2022/11/27 07:47:06 - mmengine - INFO - Epoch(train) [79][4000/5005] lr: 2.6374e-02 eta: 2:50:19 time: 0.0447 data_time: 0.0020 memory: 947 loss: 1.9399 2022/11/27 07:47:11 - mmengine - INFO - Epoch(train) [79][4100/5005] lr: 2.6351e-02 eta: 2:50:14 time: 0.0422 data_time: 0.0021 memory: 947 loss: 1.7042 2022/11/27 07:47:15 - mmengine - INFO - Epoch(train) [79][4200/5005] lr: 2.6328e-02 eta: 2:50:09 time: 0.0442 data_time: 0.0021 memory: 947 loss: 2.0759 2022/11/27 07:47:20 - mmengine - INFO - Epoch(train) [79][4300/5005] lr: 2.6304e-02 eta: 2:50:04 time: 0.0446 data_time: 0.0022 memory: 947 loss: 1.8208 2022/11/27 07:47:26 - mmengine - INFO - Epoch(train) [79][4400/5005] lr: 2.6281e-02 eta: 2:49:59 time: 0.0458 data_time: 0.0020 memory: 947 loss: 1.9444 2022/11/27 07:47:31 - mmengine - INFO - Epoch(train) [79][4500/5005] lr: 2.6258e-02 eta: 2:49:54 time: 0.0427 data_time: 0.0020 memory: 947 loss: 1.9001 2022/11/27 07:47:36 - mmengine - INFO - Epoch(train) [79][4600/5005] lr: 2.6235e-02 eta: 2:49:49 time: 0.0466 data_time: 0.0023 memory: 947 loss: 1.7937 2022/11/27 07:47:36 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:47:41 - mmengine - INFO - Epoch(train) [79][4700/5005] lr: 2.6212e-02 eta: 2:49:44 time: 0.0612 data_time: 0.0019 memory: 947 loss: 1.8697 2022/11/27 07:47:46 - mmengine - INFO - Epoch(train) [79][4800/5005] lr: 2.6189e-02 eta: 2:49:39 time: 0.0449 data_time: 0.0023 memory: 947 loss: 1.7039 2022/11/27 07:47:51 - mmengine - INFO - Epoch(train) [79][4900/5005] lr: 2.6166e-02 eta: 2:49:34 time: 0.0450 data_time: 0.0053 memory: 947 loss: 1.7755 2022/11/27 07:47:56 - mmengine - INFO - Epoch(train) [79][5000/5005] lr: 2.6143e-02 eta: 2:49:29 time: 0.0433 data_time: 0.0024 memory: 947 loss: 1.9070 2022/11/27 07:47:56 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:47:56 - mmengine - INFO - Saving checkpoint at 79 epochs 2022/11/27 07:48:01 - mmengine - INFO - Epoch(val) [79][100/196] eta: 0:00:03 time: 0.0362 data_time: 0.0256 memory: 947 2022/11/27 07:48:14 - mmengine - INFO - Epoch(val) [79][196/196] accuracy/top1: 63.1280 accuracy/top5: 85.1920 2022/11/27 07:48:19 - mmengine - INFO - Epoch(train) [80][ 100/5005] lr: 2.6119e-02 eta: 2:49:24 time: 0.0706 data_time: 0.0021 memory: 947 loss: 1.8092 2022/11/27 07:48:24 - mmengine - INFO - Epoch(train) [80][ 200/5005] lr: 2.6096e-02 eta: 2:49:19 time: 0.0580 data_time: 0.0106 memory: 947 loss: 2.0423 2022/11/27 07:48:30 - mmengine - INFO - Epoch(train) [80][ 300/5005] lr: 2.6073e-02 eta: 2:49:14 time: 0.0445 data_time: 0.0020 memory: 947 loss: 1.9130 2022/11/27 07:48:35 - mmengine - INFO - Epoch(train) [80][ 400/5005] lr: 2.6050e-02 eta: 2:49:10 time: 0.0471 data_time: 0.0022 memory: 947 loss: 1.8844 2022/11/27 07:48:40 - mmengine - INFO - Epoch(train) [80][ 500/5005] lr: 2.6027e-02 eta: 2:49:05 time: 0.0564 data_time: 0.0020 memory: 947 loss: 1.6349 2022/11/27 07:48:45 - mmengine - INFO - Epoch(train) [80][ 600/5005] lr: 2.6005e-02 eta: 2:49:00 time: 0.0560 data_time: 0.0020 memory: 947 loss: 1.7009 2022/11/27 07:48:46 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:48:51 - mmengine - INFO - Epoch(train) [80][ 700/5005] lr: 2.5982e-02 eta: 2:48:55 time: 0.0496 data_time: 0.0020 memory: 947 loss: 1.7330 2022/11/27 07:48:56 - mmengine - INFO - Epoch(train) [80][ 800/5005] lr: 2.5959e-02 eta: 2:48:50 time: 0.0453 data_time: 0.0021 memory: 947 loss: 1.6808 2022/11/27 07:49:01 - mmengine - INFO - Epoch(train) [80][ 900/5005] lr: 2.5936e-02 eta: 2:48:45 time: 0.0485 data_time: 0.0022 memory: 947 loss: 1.7044 2022/11/27 07:49:06 - mmengine - INFO - Epoch(train) [80][1000/5005] lr: 2.5913e-02 eta: 2:48:40 time: 0.0449 data_time: 0.0021 memory: 947 loss: 1.7671 2022/11/27 07:49:11 - mmengine - INFO - Epoch(train) [80][1100/5005] lr: 2.5890e-02 eta: 2:48:35 time: 0.0470 data_time: 0.0022 memory: 947 loss: 1.9202 2022/11/27 07:49:16 - mmengine - INFO - Epoch(train) [80][1200/5005] lr: 2.5867e-02 eta: 2:48:30 time: 0.0480 data_time: 0.0019 memory: 947 loss: 2.1687 2022/11/27 07:49:21 - mmengine - INFO - Epoch(train) [80][1300/5005] lr: 2.5844e-02 eta: 2:48:25 time: 0.0461 data_time: 0.0021 memory: 947 loss: 1.9016 2022/11/27 07:49:26 - mmengine - INFO - Epoch(train) [80][1400/5005] lr: 2.5821e-02 eta: 2:48:20 time: 0.0465 data_time: 0.0021 memory: 947 loss: 1.7873 2022/11/27 07:49:31 - mmengine - INFO - Epoch(train) [80][1500/5005] lr: 2.5798e-02 eta: 2:48:15 time: 0.0541 data_time: 0.0021 memory: 947 loss: 1.7699 2022/11/27 07:49:37 - mmengine - INFO - Epoch(train) [80][1600/5005] lr: 2.5775e-02 eta: 2:48:10 time: 0.0562 data_time: 0.0018 memory: 947 loss: 1.6732 2022/11/27 07:49:37 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:49:42 - mmengine - INFO - Epoch(train) [80][1700/5005] lr: 2.5753e-02 eta: 2:48:05 time: 0.0496 data_time: 0.0021 memory: 947 loss: 1.7385 2022/11/27 07:49:47 - mmengine - INFO - Epoch(train) [80][1800/5005] lr: 2.5730e-02 eta: 2:48:01 time: 0.0445 data_time: 0.0021 memory: 947 loss: 1.9368 2022/11/27 07:49:52 - mmengine - INFO - Epoch(train) [80][1900/5005] lr: 2.5707e-02 eta: 2:47:56 time: 0.0721 data_time: 0.0343 memory: 947 loss: 1.8412 2022/11/27 07:49:58 - mmengine - INFO - Epoch(train) [80][2000/5005] lr: 2.5684e-02 eta: 2:47:51 time: 0.0564 data_time: 0.0022 memory: 947 loss: 1.9498 2022/11/27 07:50:03 - mmengine - INFO - Epoch(train) [80][2100/5005] lr: 2.5661e-02 eta: 2:47:46 time: 0.0548 data_time: 0.0019 memory: 947 loss: 1.9729 2022/11/27 07:50:08 - mmengine - INFO - Epoch(train) [80][2200/5005] lr: 2.5638e-02 eta: 2:47:41 time: 0.0533 data_time: 0.0019 memory: 947 loss: 1.8964 2022/11/27 07:50:13 - mmengine - INFO - Epoch(train) [80][2300/5005] lr: 2.5615e-02 eta: 2:47:36 time: 0.0501 data_time: 0.0025 memory: 947 loss: 1.6596 2022/11/27 07:50:18 - mmengine - INFO - Epoch(train) [80][2400/5005] lr: 2.5593e-02 eta: 2:47:31 time: 0.0475 data_time: 0.0022 memory: 947 loss: 1.6465 2022/11/27 07:50:24 - mmengine - INFO - Epoch(train) [80][2500/5005] lr: 2.5570e-02 eta: 2:47:26 time: 0.0521 data_time: 0.0021 memory: 947 loss: 1.7475 2022/11/27 07:50:29 - mmengine - INFO - Epoch(train) [80][2600/5005] lr: 2.5547e-02 eta: 2:47:22 time: 0.0544 data_time: 0.0019 memory: 947 loss: 1.8349 2022/11/27 07:50:29 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:50:34 - mmengine - INFO - Epoch(train) [80][2700/5005] lr: 2.5524e-02 eta: 2:47:17 time: 0.0497 data_time: 0.0057 memory: 947 loss: 1.9530 2022/11/27 07:50:39 - mmengine - INFO - Epoch(train) [80][2800/5005] lr: 2.5501e-02 eta: 2:47:12 time: 0.0484 data_time: 0.0024 memory: 947 loss: 1.7099 2022/11/27 07:50:44 - mmengine - INFO - Epoch(train) [80][2900/5005] lr: 2.5479e-02 eta: 2:47:07 time: 0.0434 data_time: 0.0019 memory: 947 loss: 1.5500 2022/11/27 07:50:49 - mmengine - INFO - Epoch(train) [80][3000/5005] lr: 2.5456e-02 eta: 2:47:02 time: 0.0601 data_time: 0.0020 memory: 947 loss: 1.7869 2022/11/27 07:50:54 - mmengine - INFO - Epoch(train) [80][3100/5005] lr: 2.5433e-02 eta: 2:46:57 time: 0.0498 data_time: 0.0024 memory: 947 loss: 1.6568 2022/11/27 07:51:00 - mmengine - INFO - Epoch(train) [80][3200/5005] lr: 2.5410e-02 eta: 2:46:52 time: 0.0424 data_time: 0.0020 memory: 947 loss: 2.0916 2022/11/27 07:51:04 - mmengine - INFO - Epoch(train) [80][3300/5005] lr: 2.5387e-02 eta: 2:46:47 time: 0.0499 data_time: 0.0023 memory: 947 loss: 2.0100 2022/11/27 07:51:09 - mmengine - INFO - Epoch(train) [80][3400/5005] lr: 2.5365e-02 eta: 2:46:42 time: 0.0447 data_time: 0.0022 memory: 947 loss: 1.8359 2022/11/27 07:51:14 - mmengine - INFO - Epoch(train) [80][3500/5005] lr: 2.5342e-02 eta: 2:46:37 time: 0.0416 data_time: 0.0024 memory: 947 loss: 1.7860 2022/11/27 07:51:19 - mmengine - INFO - Epoch(train) [80][3600/5005] lr: 2.5319e-02 eta: 2:46:32 time: 0.0470 data_time: 0.0026 memory: 947 loss: 1.8727 2022/11/27 07:51:19 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:51:24 - mmengine - INFO - Epoch(train) [80][3700/5005] lr: 2.5296e-02 eta: 2:46:27 time: 0.0479 data_time: 0.0020 memory: 947 loss: 1.9989 2022/11/27 07:51:29 - mmengine - INFO - Epoch(train) [80][3800/5005] lr: 2.5274e-02 eta: 2:46:22 time: 0.0466 data_time: 0.0028 memory: 947 loss: 1.9498 2022/11/27 07:51:34 - mmengine - INFO - Epoch(train) [80][3900/5005] lr: 2.5251e-02 eta: 2:46:17 time: 0.0468 data_time: 0.0023 memory: 947 loss: 1.8780 2022/11/27 07:51:40 - mmengine - INFO - Epoch(train) [80][4000/5005] lr: 2.5228e-02 eta: 2:46:12 time: 0.0542 data_time: 0.0023 memory: 947 loss: 1.8161 2022/11/27 07:51:45 - mmengine - INFO - Epoch(train) [80][4100/5005] lr: 2.5205e-02 eta: 2:46:07 time: 0.0528 data_time: 0.0021 memory: 947 loss: 2.0421 2022/11/27 07:51:50 - mmengine - INFO - Epoch(train) [80][4200/5005] lr: 2.5183e-02 eta: 2:46:02 time: 0.0567 data_time: 0.0020 memory: 947 loss: 2.0049 2022/11/27 07:51:55 - mmengine - INFO - Epoch(train) [80][4300/5005] lr: 2.5160e-02 eta: 2:45:57 time: 0.0487 data_time: 0.0025 memory: 947 loss: 1.7321 2022/11/27 07:52:00 - mmengine - INFO - Epoch(train) [80][4400/5005] lr: 2.5137e-02 eta: 2:45:52 time: 0.0456 data_time: 0.0022 memory: 947 loss: 1.9174 2022/11/27 07:52:05 - mmengine - INFO - Epoch(train) [80][4500/5005] lr: 2.5115e-02 eta: 2:45:47 time: 0.0529 data_time: 0.0021 memory: 947 loss: 1.9368 2022/11/27 07:52:10 - mmengine - INFO - Epoch(train) [80][4600/5005] lr: 2.5092e-02 eta: 2:45:42 time: 0.0490 data_time: 0.0020 memory: 947 loss: 1.9677 2022/11/27 07:52:10 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:52:15 - mmengine - INFO - Epoch(train) [80][4700/5005] lr: 2.5069e-02 eta: 2:45:37 time: 0.0497 data_time: 0.0026 memory: 947 loss: 1.8168 2022/11/27 07:52:20 - mmengine - INFO - Epoch(train) [80][4800/5005] lr: 2.5047e-02 eta: 2:45:32 time: 0.0490 data_time: 0.0024 memory: 947 loss: 1.5941 2022/11/27 07:52:25 - mmengine - INFO - Epoch(train) [80][4900/5005] lr: 2.5024e-02 eta: 2:45:27 time: 0.0458 data_time: 0.0020 memory: 947 loss: 1.8682 2022/11/27 07:52:30 - mmengine - INFO - Epoch(train) [80][5000/5005] lr: 2.5001e-02 eta: 2:45:22 time: 0.0432 data_time: 0.0032 memory: 947 loss: 2.0561 2022/11/27 07:52:30 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:52:30 - mmengine - INFO - Saving checkpoint at 80 epochs 2022/11/27 07:52:35 - mmengine - INFO - Epoch(val) [80][100/196] eta: 0:00:03 time: 0.0361 data_time: 0.0260 memory: 947 2022/11/27 07:52:48 - mmengine - INFO - Epoch(val) [80][196/196] accuracy/top1: 63.1360 accuracy/top5: 84.9840 2022/11/27 07:52:53 - mmengine - INFO - Epoch(train) [81][ 100/5005] lr: 2.4978e-02 eta: 2:45:17 time: 0.0468 data_time: 0.0018 memory: 947 loss: 1.7543 2022/11/27 07:52:58 - mmengine - INFO - Epoch(train) [81][ 200/5005] lr: 2.4955e-02 eta: 2:45:12 time: 0.0466 data_time: 0.0022 memory: 947 loss: 1.5588 2022/11/27 07:53:03 - mmengine - INFO - Epoch(train) [81][ 300/5005] lr: 2.4932e-02 eta: 2:45:07 time: 0.0440 data_time: 0.0023 memory: 947 loss: 1.6744 2022/11/27 07:53:08 - mmengine - INFO - Epoch(train) [81][ 400/5005] lr: 2.4910e-02 eta: 2:45:02 time: 0.0471 data_time: 0.0019 memory: 947 loss: 1.9922 2022/11/27 07:53:13 - mmengine - INFO - Epoch(train) [81][ 500/5005] lr: 2.4887e-02 eta: 2:44:57 time: 0.0471 data_time: 0.0025 memory: 947 loss: 1.8758 2022/11/27 07:53:18 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:53:18 - mmengine - INFO - Epoch(train) [81][ 600/5005] lr: 2.4864e-02 eta: 2:44:52 time: 0.0472 data_time: 0.0022 memory: 947 loss: 1.8636 2022/11/27 07:53:23 - mmengine - INFO - Epoch(train) [81][ 700/5005] lr: 2.4842e-02 eta: 2:44:47 time: 0.0484 data_time: 0.0024 memory: 947 loss: 1.9772 2022/11/27 07:53:28 - mmengine - INFO - Epoch(train) [81][ 800/5005] lr: 2.4819e-02 eta: 2:44:42 time: 0.0475 data_time: 0.0019 memory: 947 loss: 1.9791 2022/11/27 07:53:33 - mmengine - INFO - Epoch(train) [81][ 900/5005] lr: 2.4797e-02 eta: 2:44:37 time: 0.0560 data_time: 0.0024 memory: 947 loss: 1.7152 2022/11/27 07:53:38 - mmengine - INFO - Epoch(train) [81][1000/5005] lr: 2.4774e-02 eta: 2:44:32 time: 0.0489 data_time: 0.0021 memory: 947 loss: 1.7546 2022/11/27 07:53:44 - mmengine - INFO - Epoch(train) [81][1100/5005] lr: 2.4751e-02 eta: 2:44:27 time: 0.0624 data_time: 0.0020 memory: 947 loss: 1.8606 2022/11/27 07:53:49 - mmengine - INFO - Epoch(train) [81][1200/5005] lr: 2.4729e-02 eta: 2:44:22 time: 0.0437 data_time: 0.0021 memory: 947 loss: 1.7288 2022/11/27 07:53:53 - mmengine - INFO - Epoch(train) [81][1300/5005] lr: 2.4706e-02 eta: 2:44:17 time: 0.0447 data_time: 0.0022 memory: 947 loss: 1.7386 2022/11/27 07:53:58 - mmengine - INFO - Epoch(train) [81][1400/5005] lr: 2.4684e-02 eta: 2:44:12 time: 0.0467 data_time: 0.0021 memory: 947 loss: 1.7009 2022/11/27 07:54:03 - mmengine - INFO - Epoch(train) [81][1500/5005] lr: 2.4661e-02 eta: 2:44:07 time: 0.0458 data_time: 0.0022 memory: 947 loss: 1.9969 2022/11/27 07:54:08 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:54:08 - mmengine - INFO - Epoch(train) [81][1600/5005] lr: 2.4639e-02 eta: 2:44:02 time: 0.0447 data_time: 0.0022 memory: 947 loss: 1.8153 2022/11/27 07:54:13 - mmengine - INFO - Epoch(train) [81][1700/5005] lr: 2.4616e-02 eta: 2:43:57 time: 0.0494 data_time: 0.0022 memory: 947 loss: 1.8127 2022/11/27 07:54:18 - mmengine - INFO - Epoch(train) [81][1800/5005] lr: 2.4594e-02 eta: 2:43:52 time: 0.0472 data_time: 0.0024 memory: 947 loss: 1.9536 2022/11/27 07:54:23 - mmengine - INFO - Epoch(train) [81][1900/5005] lr: 2.4571e-02 eta: 2:43:47 time: 0.0448 data_time: 0.0024 memory: 947 loss: 1.8282 2022/11/27 07:54:28 - mmengine - INFO - Epoch(train) [81][2000/5005] lr: 2.4549e-02 eta: 2:43:42 time: 0.0518 data_time: 0.0020 memory: 947 loss: 1.6735 2022/11/27 07:54:33 - mmengine - INFO - Epoch(train) [81][2100/5005] lr: 2.4526e-02 eta: 2:43:37 time: 0.0510 data_time: 0.0021 memory: 947 loss: 1.7485 2022/11/27 07:54:38 - mmengine - INFO - Epoch(train) [81][2200/5005] lr: 2.4504e-02 eta: 2:43:32 time: 0.0439 data_time: 0.0023 memory: 947 loss: 2.0070 2022/11/27 07:54:43 - mmengine - INFO - Epoch(train) [81][2300/5005] lr: 2.4481e-02 eta: 2:43:27 time: 0.0471 data_time: 0.0024 memory: 947 loss: 1.6495 2022/11/27 07:54:49 - mmengine - INFO - Epoch(train) [81][2400/5005] lr: 2.4459e-02 eta: 2:43:22 time: 0.0475 data_time: 0.0020 memory: 947 loss: 1.7695 2022/11/27 07:54:54 - mmengine - INFO - Epoch(train) [81][2500/5005] lr: 2.4436e-02 eta: 2:43:17 time: 0.0481 data_time: 0.0027 memory: 947 loss: 1.7236 2022/11/27 07:55:00 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:55:00 - mmengine - INFO - Epoch(train) [81][2600/5005] lr: 2.4414e-02 eta: 2:43:13 time: 0.0619 data_time: 0.0208 memory: 947 loss: 2.0686 2022/11/27 07:55:05 - mmengine - INFO - Epoch(train) [81][2700/5005] lr: 2.4391e-02 eta: 2:43:08 time: 0.0471 data_time: 0.0021 memory: 947 loss: 1.6995 2022/11/27 07:55:10 - mmengine - INFO - Epoch(train) [81][2800/5005] lr: 2.4369e-02 eta: 2:43:03 time: 0.0473 data_time: 0.0027 memory: 947 loss: 1.7830 2022/11/27 07:55:15 - mmengine - INFO - Epoch(train) [81][2900/5005] lr: 2.4346e-02 eta: 2:42:58 time: 0.0481 data_time: 0.0022 memory: 947 loss: 1.9199 2022/11/27 07:55:20 - mmengine - INFO - Epoch(train) [81][3000/5005] lr: 2.4324e-02 eta: 2:42:53 time: 0.0540 data_time: 0.0024 memory: 947 loss: 2.0123 2022/11/27 07:55:25 - mmengine - INFO - Epoch(train) [81][3100/5005] lr: 2.4301e-02 eta: 2:42:48 time: 0.0443 data_time: 0.0022 memory: 947 loss: 1.8846 2022/11/27 07:55:30 - mmengine - INFO - Epoch(train) [81][3200/5005] lr: 2.4279e-02 eta: 2:42:43 time: 0.0472 data_time: 0.0024 memory: 947 loss: 2.1289 2022/11/27 07:55:35 - mmengine - INFO - Epoch(train) [81][3300/5005] lr: 2.4257e-02 eta: 2:42:38 time: 0.0489 data_time: 0.0021 memory: 947 loss: 1.8358 2022/11/27 07:55:39 - mmengine - INFO - Epoch(train) [81][3400/5005] lr: 2.4234e-02 eta: 2:42:33 time: 0.0486 data_time: 0.0023 memory: 947 loss: 1.8816 2022/11/27 07:55:44 - mmengine - INFO - Epoch(train) [81][3500/5005] lr: 2.4212e-02 eta: 2:42:28 time: 0.0518 data_time: 0.0022 memory: 947 loss: 1.8240 2022/11/27 07:55:49 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:55:49 - mmengine - INFO - Epoch(train) [81][3600/5005] lr: 2.4189e-02 eta: 2:42:23 time: 0.0427 data_time: 0.0022 memory: 947 loss: 1.8986 2022/11/27 07:55:54 - mmengine - INFO - Epoch(train) [81][3700/5005] lr: 2.4167e-02 eta: 2:42:17 time: 0.0445 data_time: 0.0022 memory: 947 loss: 1.5864 2022/11/27 07:55:59 - mmengine - INFO - Epoch(train) [81][3800/5005] lr: 2.4145e-02 eta: 2:42:12 time: 0.0432 data_time: 0.0019 memory: 947 loss: 1.9610 2022/11/27 07:56:04 - mmengine - INFO - Epoch(train) [81][3900/5005] lr: 2.4122e-02 eta: 2:42:07 time: 0.0577 data_time: 0.0020 memory: 947 loss: 1.7719 2022/11/27 07:56:09 - mmengine - INFO - Epoch(train) [81][4000/5005] lr: 2.4100e-02 eta: 2:42:02 time: 0.0458 data_time: 0.0021 memory: 947 loss: 1.8267 2022/11/27 07:56:14 - mmengine - INFO - Epoch(train) [81][4100/5005] lr: 2.4077e-02 eta: 2:41:57 time: 0.0456 data_time: 0.0023 memory: 947 loss: 1.9069 2022/11/27 07:56:19 - mmengine - INFO - Epoch(train) [81][4200/5005] lr: 2.4055e-02 eta: 2:41:52 time: 0.0513 data_time: 0.0020 memory: 947 loss: 1.6662 2022/11/27 07:56:24 - mmengine - INFO - Epoch(train) [81][4300/5005] lr: 2.4033e-02 eta: 2:41:47 time: 0.0526 data_time: 0.0021 memory: 947 loss: 1.8189 2022/11/27 07:56:29 - mmengine - INFO - Epoch(train) [81][4400/5005] lr: 2.4010e-02 eta: 2:41:42 time: 0.0468 data_time: 0.0023 memory: 947 loss: 1.7944 2022/11/27 07:56:33 - mmengine - INFO - Epoch(train) [81][4500/5005] lr: 2.3988e-02 eta: 2:41:37 time: 0.0469 data_time: 0.0025 memory: 947 loss: 1.7878 2022/11/27 07:56:38 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:56:38 - mmengine - INFO - Epoch(train) [81][4600/5005] lr: 2.3966e-02 eta: 2:41:32 time: 0.0475 data_time: 0.0023 memory: 947 loss: 1.8535 2022/11/27 07:56:43 - mmengine - INFO - Epoch(train) [81][4700/5005] lr: 2.3943e-02 eta: 2:41:27 time: 0.0465 data_time: 0.0024 memory: 947 loss: 1.8665 2022/11/27 07:56:49 - mmengine - INFO - Epoch(train) [81][4800/5005] lr: 2.3921e-02 eta: 2:41:22 time: 0.0431 data_time: 0.0021 memory: 947 loss: 1.8022 2022/11/27 07:56:54 - mmengine - INFO - Epoch(train) [81][4900/5005] lr: 2.3899e-02 eta: 2:41:17 time: 0.0582 data_time: 0.0223 memory: 947 loss: 1.5946 2022/11/27 07:56:59 - mmengine - INFO - Epoch(train) [81][5000/5005] lr: 2.3876e-02 eta: 2:41:12 time: 0.0424 data_time: 0.0031 memory: 947 loss: 1.9522 2022/11/27 07:56:59 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:56:59 - mmengine - INFO - Saving checkpoint at 81 epochs 2022/11/27 07:57:04 - mmengine - INFO - Epoch(val) [81][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0236 memory: 947 2022/11/27 07:57:17 - mmengine - INFO - Epoch(val) [81][196/196] accuracy/top1: 63.5260 accuracy/top5: 85.3100 2022/11/27 07:57:22 - mmengine - INFO - Epoch(train) [82][ 100/5005] lr: 2.3853e-02 eta: 2:41:07 time: 0.0500 data_time: 0.0024 memory: 947 loss: 1.8289 2022/11/27 07:57:27 - mmengine - INFO - Epoch(train) [82][ 200/5005] lr: 2.3831e-02 eta: 2:41:02 time: 0.0462 data_time: 0.0023 memory: 947 loss: 1.9729 2022/11/27 07:57:33 - mmengine - INFO - Epoch(train) [82][ 300/5005] lr: 2.3808e-02 eta: 2:40:57 time: 0.0596 data_time: 0.0027 memory: 947 loss: 1.6771 2022/11/27 07:57:38 - mmengine - INFO - Epoch(train) [82][ 400/5005] lr: 2.3786e-02 eta: 2:40:53 time: 0.0646 data_time: 0.0025 memory: 947 loss: 1.7816 2022/11/27 07:57:43 - mmengine - INFO - Epoch(train) [82][ 500/5005] lr: 2.3764e-02 eta: 2:40:48 time: 0.0484 data_time: 0.0027 memory: 947 loss: 2.0699 2022/11/27 07:57:48 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:57:48 - mmengine - INFO - Epoch(train) [82][ 600/5005] lr: 2.3742e-02 eta: 2:40:43 time: 0.0595 data_time: 0.0021 memory: 947 loss: 1.7185 2022/11/27 07:57:53 - mmengine - INFO - Epoch(train) [82][ 700/5005] lr: 2.3719e-02 eta: 2:40:38 time: 0.0487 data_time: 0.0024 memory: 947 loss: 1.6553 2022/11/27 07:57:58 - mmengine - INFO - Epoch(train) [82][ 800/5005] lr: 2.3697e-02 eta: 2:40:33 time: 0.0495 data_time: 0.0028 memory: 947 loss: 1.8127 2022/11/27 07:58:03 - mmengine - INFO - Epoch(train) [82][ 900/5005] lr: 2.3675e-02 eta: 2:40:28 time: 0.0477 data_time: 0.0024 memory: 947 loss: 1.9453 2022/11/27 07:58:08 - mmengine - INFO - Epoch(train) [82][1000/5005] lr: 2.3653e-02 eta: 2:40:23 time: 0.0517 data_time: 0.0020 memory: 947 loss: 1.6651 2022/11/27 07:58:13 - mmengine - INFO - Epoch(train) [82][1100/5005] lr: 2.3630e-02 eta: 2:40:18 time: 0.0480 data_time: 0.0025 memory: 947 loss: 1.9478 2022/11/27 07:58:18 - mmengine - INFO - Epoch(train) [82][1200/5005] lr: 2.3608e-02 eta: 2:40:13 time: 0.0498 data_time: 0.0025 memory: 947 loss: 1.7021 2022/11/27 07:58:23 - mmengine - INFO - Epoch(train) [82][1300/5005] lr: 2.3586e-02 eta: 2:40:08 time: 0.0472 data_time: 0.0023 memory: 947 loss: 1.7529 2022/11/27 07:58:28 - mmengine - INFO - Epoch(train) [82][1400/5005] lr: 2.3564e-02 eta: 2:40:03 time: 0.0485 data_time: 0.0024 memory: 947 loss: 1.7071 2022/11/27 07:58:34 - mmengine - INFO - Epoch(train) [82][1500/5005] lr: 2.3542e-02 eta: 2:39:58 time: 0.0439 data_time: 0.0027 memory: 947 loss: 2.1391 2022/11/27 07:58:38 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:58:38 - mmengine - INFO - Epoch(train) [82][1600/5005] lr: 2.3519e-02 eta: 2:39:53 time: 0.0513 data_time: 0.0022 memory: 947 loss: 1.6153 2022/11/27 07:58:43 - mmengine - INFO - Epoch(train) [82][1700/5005] lr: 2.3497e-02 eta: 2:39:48 time: 0.0458 data_time: 0.0024 memory: 947 loss: 1.9896 2022/11/27 07:58:48 - mmengine - INFO - Epoch(train) [82][1800/5005] lr: 2.3475e-02 eta: 2:39:43 time: 0.0479 data_time: 0.0026 memory: 947 loss: 1.7887 2022/11/27 07:58:53 - mmengine - INFO - Epoch(train) [82][1900/5005] lr: 2.3453e-02 eta: 2:39:38 time: 0.0570 data_time: 0.0020 memory: 947 loss: 1.8432 2022/11/27 07:58:58 - mmengine - INFO - Epoch(train) [82][2000/5005] lr: 2.3431e-02 eta: 2:39:33 time: 0.0448 data_time: 0.0023 memory: 947 loss: 1.9971 2022/11/27 07:59:03 - mmengine - INFO - Epoch(train) [82][2100/5005] lr: 2.3409e-02 eta: 2:39:28 time: 0.0455 data_time: 0.0020 memory: 947 loss: 1.7319 2022/11/27 07:59:08 - mmengine - INFO - Epoch(train) [82][2200/5005] lr: 2.3386e-02 eta: 2:39:23 time: 0.0411 data_time: 0.0020 memory: 947 loss: 1.8310 2022/11/27 07:59:13 - mmengine - INFO - Epoch(train) [82][2300/5005] lr: 2.3364e-02 eta: 2:39:18 time: 0.0563 data_time: 0.0019 memory: 947 loss: 1.8458 2022/11/27 07:59:18 - mmengine - INFO - Epoch(train) [82][2400/5005] lr: 2.3342e-02 eta: 2:39:13 time: 0.0531 data_time: 0.0028 memory: 947 loss: 1.9924 2022/11/27 07:59:23 - mmengine - INFO - Epoch(train) [82][2500/5005] lr: 2.3320e-02 eta: 2:39:08 time: 0.0482 data_time: 0.0058 memory: 947 loss: 1.8692 2022/11/27 07:59:28 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 07:59:28 - mmengine - INFO - Epoch(train) [82][2600/5005] lr: 2.3298e-02 eta: 2:39:03 time: 0.0653 data_time: 0.0021 memory: 947 loss: 1.7395 2022/11/27 07:59:33 - mmengine - INFO - Epoch(train) [82][2700/5005] lr: 2.3276e-02 eta: 2:38:58 time: 0.0578 data_time: 0.0020 memory: 947 loss: 1.8754 2022/11/27 07:59:38 - mmengine - INFO - Epoch(train) [82][2800/5005] lr: 2.3254e-02 eta: 2:38:53 time: 0.0469 data_time: 0.0020 memory: 947 loss: 1.9246 2022/11/27 07:59:44 - mmengine - INFO - Epoch(train) [82][2900/5005] lr: 2.3232e-02 eta: 2:38:48 time: 0.0644 data_time: 0.0024 memory: 947 loss: 1.8292 2022/11/27 07:59:49 - mmengine - INFO - Epoch(train) [82][3000/5005] lr: 2.3210e-02 eta: 2:38:43 time: 0.0457 data_time: 0.0024 memory: 947 loss: 1.8090 2022/11/27 07:59:54 - mmengine - INFO - Epoch(train) [82][3100/5005] lr: 2.3187e-02 eta: 2:38:38 time: 0.0443 data_time: 0.0023 memory: 947 loss: 2.0007 2022/11/27 07:59:59 - mmengine - INFO - Epoch(train) [82][3200/5005] lr: 2.3165e-02 eta: 2:38:33 time: 0.0516 data_time: 0.0022 memory: 947 loss: 1.9358 2022/11/27 08:00:04 - mmengine - INFO - Epoch(train) [82][3300/5005] lr: 2.3143e-02 eta: 2:38:28 time: 0.0446 data_time: 0.0021 memory: 947 loss: 1.8346 2022/11/27 08:00:09 - mmengine - INFO - Epoch(train) [82][3400/5005] lr: 2.3121e-02 eta: 2:38:23 time: 0.0413 data_time: 0.0021 memory: 947 loss: 1.9161 2022/11/27 08:00:14 - mmengine - INFO - Epoch(train) [82][3500/5005] lr: 2.3099e-02 eta: 2:38:18 time: 0.0471 data_time: 0.0022 memory: 947 loss: 1.7818 2022/11/27 08:00:19 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:00:19 - mmengine - INFO - Epoch(train) [82][3600/5005] lr: 2.3077e-02 eta: 2:38:13 time: 0.0454 data_time: 0.0022 memory: 947 loss: 1.8405 2022/11/27 08:00:24 - mmengine - INFO - Epoch(train) [82][3700/5005] lr: 2.3055e-02 eta: 2:38:08 time: 0.0460 data_time: 0.0022 memory: 947 loss: 1.6989 2022/11/27 08:00:29 - mmengine - INFO - Epoch(train) [82][3800/5005] lr: 2.3033e-02 eta: 2:38:03 time: 0.0464 data_time: 0.0019 memory: 947 loss: 1.9164 2022/11/27 08:00:34 - mmengine - INFO - Epoch(train) [82][3900/5005] lr: 2.3011e-02 eta: 2:37:58 time: 0.0645 data_time: 0.0020 memory: 947 loss: 1.7087 2022/11/27 08:00:39 - mmengine - INFO - Epoch(train) [82][4000/5005] lr: 2.2989e-02 eta: 2:37:53 time: 0.0457 data_time: 0.0023 memory: 947 loss: 1.8667 2022/11/27 08:00:45 - mmengine - INFO - Epoch(train) [82][4100/5005] lr: 2.2967e-02 eta: 2:37:49 time: 0.0647 data_time: 0.0020 memory: 947 loss: 2.0237 2022/11/27 08:00:50 - mmengine - INFO - Epoch(train) [82][4200/5005] lr: 2.2945e-02 eta: 2:37:44 time: 0.0504 data_time: 0.0058 memory: 947 loss: 2.0030 2022/11/27 08:00:55 - mmengine - INFO - Epoch(train) [82][4300/5005] lr: 2.2923e-02 eta: 2:37:39 time: 0.0464 data_time: 0.0020 memory: 947 loss: 1.6859 2022/11/27 08:01:00 - mmengine - INFO - Epoch(train) [82][4400/5005] lr: 2.2901e-02 eta: 2:37:34 time: 0.0476 data_time: 0.0019 memory: 947 loss: 1.7621 2022/11/27 08:01:05 - mmengine - INFO - Epoch(train) [82][4500/5005] lr: 2.2879e-02 eta: 2:37:29 time: 0.0538 data_time: 0.0020 memory: 947 loss: 1.9082 2022/11/27 08:01:10 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:01:10 - mmengine - INFO - Epoch(train) [82][4600/5005] lr: 2.2857e-02 eta: 2:37:24 time: 0.0467 data_time: 0.0025 memory: 947 loss: 1.9118 2022/11/27 08:01:15 - mmengine - INFO - Epoch(train) [82][4700/5005] lr: 2.2835e-02 eta: 2:37:19 time: 0.0504 data_time: 0.0068 memory: 947 loss: 2.0311 2022/11/27 08:01:21 - mmengine - INFO - Epoch(train) [82][4800/5005] lr: 2.2813e-02 eta: 2:37:14 time: 0.0962 data_time: 0.0019 memory: 947 loss: 1.6578 2022/11/27 08:01:26 - mmengine - INFO - Epoch(train) [82][4900/5005] lr: 2.2791e-02 eta: 2:37:09 time: 0.0525 data_time: 0.0020 memory: 947 loss: 1.9544 2022/11/27 08:01:31 - mmengine - INFO - Epoch(train) [82][5000/5005] lr: 2.2769e-02 eta: 2:37:04 time: 0.0455 data_time: 0.0023 memory: 947 loss: 1.9861 2022/11/27 08:01:31 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:01:31 - mmengine - INFO - Saving checkpoint at 82 epochs 2022/11/27 08:01:36 - mmengine - INFO - Epoch(val) [82][100/196] eta: 0:00:03 time: 0.0377 data_time: 0.0267 memory: 947 2022/11/27 08:01:49 - mmengine - INFO - Epoch(val) [82][196/196] accuracy/top1: 63.7280 accuracy/top5: 85.3180 2022/11/27 08:01:55 - mmengine - INFO - Epoch(train) [83][ 100/5005] lr: 2.2746e-02 eta: 2:36:59 time: 0.0448 data_time: 0.0017 memory: 947 loss: 1.8223 2022/11/27 08:01:59 - mmengine - INFO - Epoch(train) [83][ 200/5005] lr: 2.2724e-02 eta: 2:36:54 time: 0.0435 data_time: 0.0017 memory: 947 loss: 1.8939 2022/11/27 08:02:04 - mmengine - INFO - Epoch(train) [83][ 300/5005] lr: 2.2702e-02 eta: 2:36:49 time: 0.0465 data_time: 0.0017 memory: 947 loss: 1.8909 2022/11/27 08:02:09 - mmengine - INFO - Epoch(train) [83][ 400/5005] lr: 2.2681e-02 eta: 2:36:44 time: 0.0483 data_time: 0.0019 memory: 947 loss: 1.6573 2022/11/27 08:02:14 - mmengine - INFO - Epoch(train) [83][ 500/5005] lr: 2.2659e-02 eta: 2:36:39 time: 0.0475 data_time: 0.0024 memory: 947 loss: 1.6631 2022/11/27 08:02:19 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:02:19 - mmengine - INFO - Epoch(train) [83][ 600/5005] lr: 2.2637e-02 eta: 2:36:34 time: 0.0474 data_time: 0.0023 memory: 947 loss: 1.6921 2022/11/27 08:02:24 - mmengine - INFO - Epoch(train) [83][ 700/5005] lr: 2.2615e-02 eta: 2:36:29 time: 0.0514 data_time: 0.0029 memory: 947 loss: 1.7979 2022/11/27 08:02:29 - mmengine - INFO - Epoch(train) [83][ 800/5005] lr: 2.2593e-02 eta: 2:36:24 time: 0.0477 data_time: 0.0020 memory: 947 loss: 1.6652 2022/11/27 08:02:34 - mmengine - INFO - Epoch(train) [83][ 900/5005] lr: 2.2571e-02 eta: 2:36:19 time: 0.0481 data_time: 0.0020 memory: 947 loss: 1.6460 2022/11/27 08:02:39 - mmengine - INFO - Epoch(train) [83][1000/5005] lr: 2.2549e-02 eta: 2:36:14 time: 0.0485 data_time: 0.0025 memory: 947 loss: 1.7616 2022/11/27 08:02:45 - mmengine - INFO - Epoch(train) [83][1100/5005] lr: 2.2527e-02 eta: 2:36:09 time: 0.0496 data_time: 0.0022 memory: 947 loss: 1.6445 2022/11/27 08:02:50 - mmengine - INFO - Epoch(train) [83][1200/5005] lr: 2.2506e-02 eta: 2:36:04 time: 0.0453 data_time: 0.0022 memory: 947 loss: 1.9263 2022/11/27 08:02:55 - mmengine - INFO - Epoch(train) [83][1300/5005] lr: 2.2484e-02 eta: 2:36:00 time: 0.0473 data_time: 0.0021 memory: 947 loss: 1.8857 2022/11/27 08:03:00 - mmengine - INFO - Epoch(train) [83][1400/5005] lr: 2.2462e-02 eta: 2:35:55 time: 0.0597 data_time: 0.0019 memory: 947 loss: 1.9408 2022/11/27 08:03:06 - mmengine - INFO - Epoch(train) [83][1500/5005] lr: 2.2440e-02 eta: 2:35:50 time: 0.0551 data_time: 0.0025 memory: 947 loss: 1.8387 2022/11/27 08:03:10 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:03:11 - mmengine - INFO - Epoch(train) [83][1600/5005] lr: 2.2418e-02 eta: 2:35:45 time: 0.0534 data_time: 0.0020 memory: 947 loss: 1.8611 2022/11/27 08:03:16 - mmengine - INFO - Epoch(train) [83][1700/5005] lr: 2.2396e-02 eta: 2:35:40 time: 0.0456 data_time: 0.0020 memory: 947 loss: 1.6194 2022/11/27 08:03:21 - mmengine - INFO - Epoch(train) [83][1800/5005] lr: 2.2375e-02 eta: 2:35:35 time: 0.0560 data_time: 0.0020 memory: 947 loss: 2.0038 2022/11/27 08:03:26 - mmengine - INFO - Epoch(train) [83][1900/5005] lr: 2.2353e-02 eta: 2:35:30 time: 0.0460 data_time: 0.0021 memory: 947 loss: 1.7035 2022/11/27 08:03:31 - mmengine - INFO - Epoch(train) [83][2000/5005] lr: 2.2331e-02 eta: 2:35:25 time: 0.0542 data_time: 0.0021 memory: 947 loss: 1.8306 2022/11/27 08:03:36 - mmengine - INFO - Epoch(train) [83][2100/5005] lr: 2.2309e-02 eta: 2:35:20 time: 0.0536 data_time: 0.0026 memory: 947 loss: 1.9127 2022/11/27 08:03:41 - mmengine - INFO - Epoch(train) [83][2200/5005] lr: 2.2288e-02 eta: 2:35:15 time: 0.0536 data_time: 0.0020 memory: 947 loss: 1.9230 2022/11/27 08:03:46 - mmengine - INFO - Epoch(train) [83][2300/5005] lr: 2.2266e-02 eta: 2:35:10 time: 0.0460 data_time: 0.0023 memory: 947 loss: 1.5955 2022/11/27 08:03:51 - mmengine - INFO - Epoch(train) [83][2400/5005] lr: 2.2244e-02 eta: 2:35:05 time: 0.0502 data_time: 0.0021 memory: 947 loss: 1.6419 2022/11/27 08:03:56 - mmengine - INFO - Epoch(train) [83][2500/5005] lr: 2.2222e-02 eta: 2:35:00 time: 0.0643 data_time: 0.0023 memory: 947 loss: 1.8131 2022/11/27 08:04:01 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:04:01 - mmengine - INFO - Epoch(train) [83][2600/5005] lr: 2.2201e-02 eta: 2:34:55 time: 0.0474 data_time: 0.0022 memory: 947 loss: 1.9654 2022/11/27 08:04:06 - mmengine - INFO - Epoch(train) [83][2700/5005] lr: 2.2179e-02 eta: 2:34:50 time: 0.0467 data_time: 0.0021 memory: 947 loss: 1.9552 2022/11/27 08:04:12 - mmengine - INFO - Epoch(train) [83][2800/5005] lr: 2.2157e-02 eta: 2:34:45 time: 0.0588 data_time: 0.0019 memory: 947 loss: 1.7963 2022/11/27 08:04:17 - mmengine - INFO - Epoch(train) [83][2900/5005] lr: 2.2135e-02 eta: 2:34:41 time: 0.0580 data_time: 0.0020 memory: 947 loss: 2.0057 2022/11/27 08:04:22 - mmengine - INFO - Epoch(train) [83][3000/5005] lr: 2.2114e-02 eta: 2:34:36 time: 0.0451 data_time: 0.0028 memory: 947 loss: 1.9436 2022/11/27 08:04:27 - mmengine - INFO - Epoch(train) [83][3100/5005] lr: 2.2092e-02 eta: 2:34:31 time: 0.0475 data_time: 0.0021 memory: 947 loss: 1.7734 2022/11/27 08:04:32 - mmengine - INFO - Epoch(train) [83][3200/5005] lr: 2.2070e-02 eta: 2:34:26 time: 0.0458 data_time: 0.0020 memory: 947 loss: 1.5881 2022/11/27 08:04:37 - mmengine - INFO - Epoch(train) [83][3300/5005] lr: 2.2049e-02 eta: 2:34:21 time: 0.0446 data_time: 0.0021 memory: 947 loss: 1.9966 2022/11/27 08:04:42 - mmengine - INFO - Epoch(train) [83][3400/5005] lr: 2.2027e-02 eta: 2:34:16 time: 0.0586 data_time: 0.0020 memory: 947 loss: 1.8881 2022/11/27 08:04:47 - mmengine - INFO - Epoch(train) [83][3500/5005] lr: 2.2005e-02 eta: 2:34:11 time: 0.0546 data_time: 0.0020 memory: 947 loss: 2.0013 2022/11/27 08:04:52 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:04:52 - mmengine - INFO - Epoch(train) [83][3600/5005] lr: 2.1984e-02 eta: 2:34:06 time: 0.0476 data_time: 0.0024 memory: 947 loss: 1.7577 2022/11/27 08:04:57 - mmengine - INFO - Epoch(train) [83][3700/5005] lr: 2.1962e-02 eta: 2:34:01 time: 0.0482 data_time: 0.0020 memory: 947 loss: 1.5259 2022/11/27 08:05:02 - mmengine - INFO - Epoch(train) [83][3800/5005] lr: 2.1940e-02 eta: 2:33:56 time: 0.0467 data_time: 0.0022 memory: 947 loss: 1.8929 2022/11/27 08:05:07 - mmengine - INFO - Epoch(train) [83][3900/5005] lr: 2.1919e-02 eta: 2:33:51 time: 0.0489 data_time: 0.0023 memory: 947 loss: 1.6657 2022/11/27 08:05:12 - mmengine - INFO - Epoch(train) [83][4000/5005] lr: 2.1897e-02 eta: 2:33:46 time: 0.0488 data_time: 0.0023 memory: 947 loss: 1.8508 2022/11/27 08:05:17 - mmengine - INFO - Epoch(train) [83][4100/5005] lr: 2.1875e-02 eta: 2:33:41 time: 0.0563 data_time: 0.0022 memory: 947 loss: 1.6424 2022/11/27 08:05:22 - mmengine - INFO - Epoch(train) [83][4200/5005] lr: 2.1854e-02 eta: 2:33:36 time: 0.0468 data_time: 0.0024 memory: 947 loss: 1.8073 2022/11/27 08:05:27 - mmengine - INFO - Epoch(train) [83][4300/5005] lr: 2.1832e-02 eta: 2:33:31 time: 0.0461 data_time: 0.0023 memory: 947 loss: 1.9341 2022/11/27 08:05:32 - mmengine - INFO - Epoch(train) [83][4400/5005] lr: 2.1810e-02 eta: 2:33:26 time: 0.0461 data_time: 0.0023 memory: 947 loss: 2.1393 2022/11/27 08:05:37 - mmengine - INFO - Epoch(train) [83][4500/5005] lr: 2.1789e-02 eta: 2:33:20 time: 0.0445 data_time: 0.0020 memory: 947 loss: 1.7953 2022/11/27 08:05:41 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:05:42 - mmengine - INFO - Epoch(train) [83][4600/5005] lr: 2.1767e-02 eta: 2:33:16 time: 0.0453 data_time: 0.0021 memory: 947 loss: 1.8613 2022/11/27 08:05:47 - mmengine - INFO - Epoch(train) [83][4700/5005] lr: 2.1746e-02 eta: 2:33:11 time: 0.0474 data_time: 0.0049 memory: 947 loss: 1.6776 2022/11/27 08:05:52 - mmengine - INFO - Epoch(train) [83][4800/5005] lr: 2.1724e-02 eta: 2:33:06 time: 0.0682 data_time: 0.0022 memory: 947 loss: 1.9862 2022/11/27 08:05:57 - mmengine - INFO - Epoch(train) [83][4900/5005] lr: 2.1703e-02 eta: 2:33:01 time: 0.0543 data_time: 0.0103 memory: 947 loss: 1.9550 2022/11/27 08:06:02 - mmengine - INFO - Epoch(train) [83][5000/5005] lr: 2.1681e-02 eta: 2:32:56 time: 0.0435 data_time: 0.0027 memory: 947 loss: 1.8812 2022/11/27 08:06:02 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:06:02 - mmengine - INFO - Saving checkpoint at 83 epochs 2022/11/27 08:06:07 - mmengine - INFO - Epoch(val) [83][100/196] eta: 0:00:03 time: 0.0458 data_time: 0.0342 memory: 947 2022/11/27 08:06:21 - mmengine - INFO - Epoch(val) [83][196/196] accuracy/top1: 63.9900 accuracy/top5: 85.7200 2022/11/27 08:06:26 - mmengine - INFO - Epoch(train) [84][ 100/5005] lr: 2.1658e-02 eta: 2:32:51 time: 0.0451 data_time: 0.0022 memory: 947 loss: 1.6459 2022/11/27 08:06:31 - mmengine - INFO - Epoch(train) [84][ 200/5005] lr: 2.1637e-02 eta: 2:32:46 time: 0.0484 data_time: 0.0022 memory: 947 loss: 1.8121 2022/11/27 08:06:37 - mmengine - INFO - Epoch(train) [84][ 300/5005] lr: 2.1615e-02 eta: 2:32:41 time: 0.0450 data_time: 0.0025 memory: 947 loss: 1.7037 2022/11/27 08:06:41 - mmengine - INFO - Epoch(train) [84][ 400/5005] lr: 2.1594e-02 eta: 2:32:36 time: 0.0481 data_time: 0.0023 memory: 947 loss: 1.8002 2022/11/27 08:06:46 - mmengine - INFO - Epoch(train) [84][ 500/5005] lr: 2.1572e-02 eta: 2:32:31 time: 0.0471 data_time: 0.0023 memory: 947 loss: 1.6277 2022/11/27 08:06:51 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:06:52 - mmengine - INFO - Epoch(train) [84][ 600/5005] lr: 2.1551e-02 eta: 2:32:26 time: 0.0480 data_time: 0.0027 memory: 947 loss: 1.7660 2022/11/27 08:06:57 - mmengine - INFO - Epoch(train) [84][ 700/5005] lr: 2.1529e-02 eta: 2:32:21 time: 0.0485 data_time: 0.0023 memory: 947 loss: 1.7316 2022/11/27 08:07:02 - mmengine - INFO - Epoch(train) [84][ 800/5005] lr: 2.1508e-02 eta: 2:32:16 time: 0.0478 data_time: 0.0024 memory: 947 loss: 1.8739 2022/11/27 08:07:07 - mmengine - INFO - Epoch(train) [84][ 900/5005] lr: 2.1486e-02 eta: 2:32:11 time: 0.0515 data_time: 0.0105 memory: 947 loss: 1.5717 2022/11/27 08:07:12 - mmengine - INFO - Epoch(train) [84][1000/5005] lr: 2.1465e-02 eta: 2:32:06 time: 0.0484 data_time: 0.0028 memory: 947 loss: 1.8113 2022/11/27 08:07:17 - mmengine - INFO - Epoch(train) [84][1100/5005] lr: 2.1443e-02 eta: 2:32:01 time: 0.0466 data_time: 0.0021 memory: 947 loss: 1.5001 2022/11/27 08:07:22 - mmengine - INFO - Epoch(train) [84][1200/5005] lr: 2.1422e-02 eta: 2:31:56 time: 0.0494 data_time: 0.0020 memory: 947 loss: 1.6781 2022/11/27 08:07:27 - mmengine - INFO - Epoch(train) [84][1300/5005] lr: 2.1400e-02 eta: 2:31:51 time: 0.0463 data_time: 0.0024 memory: 947 loss: 1.4760 2022/11/27 08:07:32 - mmengine - INFO - Epoch(train) [84][1400/5005] lr: 2.1379e-02 eta: 2:31:46 time: 0.0466 data_time: 0.0032 memory: 947 loss: 1.7685 2022/11/27 08:07:37 - mmengine - INFO - Epoch(train) [84][1500/5005] lr: 2.1357e-02 eta: 2:31:41 time: 0.0446 data_time: 0.0022 memory: 947 loss: 1.8177 2022/11/27 08:07:41 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:07:42 - mmengine - INFO - Epoch(train) [84][1600/5005] lr: 2.1336e-02 eta: 2:31:36 time: 0.0458 data_time: 0.0022 memory: 947 loss: 1.5731 2022/11/27 08:07:47 - mmengine - INFO - Epoch(train) [84][1700/5005] lr: 2.1315e-02 eta: 2:31:31 time: 0.0490 data_time: 0.0021 memory: 947 loss: 1.8436 2022/11/27 08:07:53 - mmengine - INFO - Epoch(train) [84][1800/5005] lr: 2.1293e-02 eta: 2:31:27 time: 0.0538 data_time: 0.0021 memory: 947 loss: 1.7297 2022/11/27 08:07:58 - mmengine - INFO - Epoch(train) [84][1900/5005] lr: 2.1272e-02 eta: 2:31:22 time: 0.0471 data_time: 0.0039 memory: 947 loss: 1.6590 2022/11/27 08:08:03 - mmengine - INFO - Epoch(train) [84][2000/5005] lr: 2.1250e-02 eta: 2:31:17 time: 0.0474 data_time: 0.0021 memory: 947 loss: 1.6608 2022/11/27 08:08:08 - mmengine - INFO - Epoch(train) [84][2100/5005] lr: 2.1229e-02 eta: 2:31:12 time: 0.0589 data_time: 0.0020 memory: 947 loss: 1.8336 2022/11/27 08:08:13 - mmengine - INFO - Epoch(train) [84][2200/5005] lr: 2.1208e-02 eta: 2:31:07 time: 0.0474 data_time: 0.0040 memory: 947 loss: 1.8275 2022/11/27 08:08:18 - mmengine - INFO - Epoch(train) [84][2300/5005] lr: 2.1186e-02 eta: 2:31:02 time: 0.0622 data_time: 0.0020 memory: 947 loss: 1.7184 2022/11/27 08:08:23 - mmengine - INFO - Epoch(train) [84][2400/5005] lr: 2.1165e-02 eta: 2:30:57 time: 0.0602 data_time: 0.0019 memory: 947 loss: 1.7937 2022/11/27 08:08:28 - mmengine - INFO - Epoch(train) [84][2500/5005] lr: 2.1143e-02 eta: 2:30:52 time: 0.0460 data_time: 0.0021 memory: 947 loss: 1.9088 2022/11/27 08:08:33 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:08:33 - mmengine - INFO - Epoch(train) [84][2600/5005] lr: 2.1122e-02 eta: 2:30:47 time: 0.0613 data_time: 0.0120 memory: 947 loss: 1.7309 2022/11/27 08:08:38 - mmengine - INFO - Epoch(train) [84][2700/5005] lr: 2.1101e-02 eta: 2:30:42 time: 0.0456 data_time: 0.0021 memory: 947 loss: 1.5924 2022/11/27 08:08:44 - mmengine - INFO - Epoch(train) [84][2800/5005] lr: 2.1079e-02 eta: 2:30:37 time: 0.0641 data_time: 0.0020 memory: 947 loss: 1.8693 2022/11/27 08:08:49 - mmengine - INFO - Epoch(train) [84][2900/5005] lr: 2.1058e-02 eta: 2:30:32 time: 0.0445 data_time: 0.0021 memory: 947 loss: 1.8516 2022/11/27 08:08:53 - mmengine - INFO - Epoch(train) [84][3000/5005] lr: 2.1037e-02 eta: 2:30:27 time: 0.0460 data_time: 0.0021 memory: 947 loss: 1.6731 2022/11/27 08:08:59 - mmengine - INFO - Epoch(train) [84][3100/5005] lr: 2.1015e-02 eta: 2:30:22 time: 0.0454 data_time: 0.0020 memory: 947 loss: 1.7381 2022/11/27 08:09:04 - mmengine - INFO - Epoch(train) [84][3200/5005] lr: 2.0994e-02 eta: 2:30:17 time: 0.0464 data_time: 0.0024 memory: 947 loss: 1.9244 2022/11/27 08:09:09 - mmengine - INFO - Epoch(train) [84][3300/5005] lr: 2.0973e-02 eta: 2:30:12 time: 0.0464 data_time: 0.0021 memory: 947 loss: 1.8109 2022/11/27 08:09:14 - mmengine - INFO - Epoch(train) [84][3400/5005] lr: 2.0952e-02 eta: 2:30:07 time: 0.0433 data_time: 0.0021 memory: 947 loss: 1.9107 2022/11/27 08:09:19 - mmengine - INFO - Epoch(train) [84][3500/5005] lr: 2.0930e-02 eta: 2:30:02 time: 0.0460 data_time: 0.0023 memory: 947 loss: 1.9538 2022/11/27 08:09:23 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:09:24 - mmengine - INFO - Epoch(train) [84][3600/5005] lr: 2.0909e-02 eta: 2:29:57 time: 0.0461 data_time: 0.0023 memory: 947 loss: 1.8575 2022/11/27 08:09:28 - mmengine - INFO - Epoch(train) [84][3700/5005] lr: 2.0888e-02 eta: 2:29:52 time: 0.0479 data_time: 0.0026 memory: 947 loss: 1.7665 2022/11/27 08:09:34 - mmengine - INFO - Epoch(train) [84][3800/5005] lr: 2.0866e-02 eta: 2:29:47 time: 0.0450 data_time: 0.0021 memory: 947 loss: 1.8466 2022/11/27 08:09:39 - mmengine - INFO - Epoch(train) [84][3900/5005] lr: 2.0845e-02 eta: 2:29:42 time: 0.0546 data_time: 0.0021 memory: 947 loss: 2.0535 2022/11/27 08:09:44 - mmengine - INFO - Epoch(train) [84][4000/5005] lr: 2.0824e-02 eta: 2:29:37 time: 0.0533 data_time: 0.0105 memory: 947 loss: 1.7890 2022/11/27 08:09:49 - mmengine - INFO - Epoch(train) [84][4100/5005] lr: 2.0803e-02 eta: 2:29:32 time: 0.0628 data_time: 0.0019 memory: 947 loss: 1.7019 2022/11/27 08:09:54 - mmengine - INFO - Epoch(train) [84][4200/5005] lr: 2.0782e-02 eta: 2:29:27 time: 0.0572 data_time: 0.0022 memory: 947 loss: 1.8399 2022/11/27 08:09:59 - mmengine - INFO - Epoch(train) [84][4300/5005] lr: 2.0760e-02 eta: 2:29:22 time: 0.0538 data_time: 0.0022 memory: 947 loss: 1.7187 2022/11/27 08:10:04 - mmengine - INFO - Epoch(train) [84][4400/5005] lr: 2.0739e-02 eta: 2:29:17 time: 0.0464 data_time: 0.0023 memory: 947 loss: 2.0672 2022/11/27 08:10:09 - mmengine - INFO - Epoch(train) [84][4500/5005] lr: 2.0718e-02 eta: 2:29:12 time: 0.0437 data_time: 0.0023 memory: 947 loss: 1.9123 2022/11/27 08:10:13 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:10:14 - mmengine - INFO - Epoch(train) [84][4600/5005] lr: 2.0697e-02 eta: 2:29:07 time: 0.0462 data_time: 0.0021 memory: 947 loss: 1.7508 2022/11/27 08:10:19 - mmengine - INFO - Epoch(train) [84][4700/5005] lr: 2.0676e-02 eta: 2:29:02 time: 0.0472 data_time: 0.0021 memory: 947 loss: 1.8601 2022/11/27 08:10:24 - mmengine - INFO - Epoch(train) [84][4800/5005] lr: 2.0654e-02 eta: 2:28:57 time: 0.0425 data_time: 0.0021 memory: 947 loss: 1.7302 2022/11/27 08:10:28 - mmengine - INFO - Epoch(train) [84][4900/5005] lr: 2.0633e-02 eta: 2:28:52 time: 0.0453 data_time: 0.0025 memory: 947 loss: 1.7907 2022/11/27 08:10:33 - mmengine - INFO - Epoch(train) [84][5000/5005] lr: 2.0612e-02 eta: 2:28:47 time: 0.0482 data_time: 0.0024 memory: 947 loss: 1.6629 2022/11/27 08:10:34 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:10:34 - mmengine - INFO - Saving checkpoint at 84 epochs 2022/11/27 08:10:38 - mmengine - INFO - Epoch(val) [84][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0227 memory: 947 2022/11/27 08:10:51 - mmengine - INFO - Epoch(val) [84][196/196] accuracy/top1: 64.1300 accuracy/top5: 85.5640 2022/11/27 08:10:57 - mmengine - INFO - Epoch(train) [85][ 100/5005] lr: 2.0590e-02 eta: 2:28:42 time: 0.0512 data_time: 0.0020 memory: 947 loss: 1.6933 2022/11/27 08:11:02 - mmengine - INFO - Epoch(train) [85][ 200/5005] lr: 2.0569e-02 eta: 2:28:37 time: 0.0465 data_time: 0.0025 memory: 947 loss: 1.7300 2022/11/27 08:11:07 - mmengine - INFO - Epoch(train) [85][ 300/5005] lr: 2.0548e-02 eta: 2:28:32 time: 0.0471 data_time: 0.0025 memory: 947 loss: 1.7185 2022/11/27 08:11:12 - mmengine - INFO - Epoch(train) [85][ 400/5005] lr: 2.0526e-02 eta: 2:28:27 time: 0.0435 data_time: 0.0024 memory: 947 loss: 1.8616 2022/11/27 08:11:16 - mmengine - INFO - Epoch(train) [85][ 500/5005] lr: 2.0505e-02 eta: 2:28:22 time: 0.0454 data_time: 0.0022 memory: 947 loss: 1.6957 2022/11/27 08:11:20 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:11:21 - mmengine - INFO - Epoch(train) [85][ 600/5005] lr: 2.0484e-02 eta: 2:28:17 time: 0.0506 data_time: 0.0024 memory: 947 loss: 1.8346 2022/11/27 08:11:26 - mmengine - INFO - Epoch(train) [85][ 700/5005] lr: 2.0463e-02 eta: 2:28:12 time: 0.0546 data_time: 0.0022 memory: 947 loss: 1.5621 2022/11/27 08:11:31 - mmengine - INFO - Epoch(train) [85][ 800/5005] lr: 2.0442e-02 eta: 2:28:07 time: 0.0438 data_time: 0.0022 memory: 947 loss: 2.0321 2022/11/27 08:11:37 - mmengine - INFO - Epoch(train) [85][ 900/5005] lr: 2.0421e-02 eta: 2:28:02 time: 0.0468 data_time: 0.0023 memory: 947 loss: 1.7551 2022/11/27 08:11:41 - mmengine - INFO - Epoch(train) [85][1000/5005] lr: 2.0400e-02 eta: 2:27:57 time: 0.0457 data_time: 0.0024 memory: 947 loss: 1.7261 2022/11/27 08:11:46 - mmengine - INFO - Epoch(train) [85][1100/5005] lr: 2.0379e-02 eta: 2:27:52 time: 0.0447 data_time: 0.0024 memory: 947 loss: 1.8175 2022/11/27 08:11:51 - mmengine - INFO - Epoch(train) [85][1200/5005] lr: 2.0358e-02 eta: 2:27:47 time: 0.0445 data_time: 0.0024 memory: 947 loss: 1.6322 2022/11/27 08:11:56 - mmengine - INFO - Epoch(train) [85][1300/5005] lr: 2.0337e-02 eta: 2:27:42 time: 0.0479 data_time: 0.0024 memory: 947 loss: 1.8925 2022/11/27 08:12:02 - mmengine - INFO - Epoch(train) [85][1400/5005] lr: 2.0316e-02 eta: 2:27:37 time: 0.0465 data_time: 0.0024 memory: 947 loss: 1.7066 2022/11/27 08:12:07 - mmengine - INFO - Epoch(train) [85][1500/5005] lr: 2.0294e-02 eta: 2:27:32 time: 0.0492 data_time: 0.0023 memory: 947 loss: 1.7967 2022/11/27 08:12:11 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:12:12 - mmengine - INFO - Epoch(train) [85][1600/5005] lr: 2.0273e-02 eta: 2:27:27 time: 0.0418 data_time: 0.0022 memory: 947 loss: 1.8521 2022/11/27 08:12:17 - mmengine - INFO - Epoch(train) [85][1700/5005] lr: 2.0252e-02 eta: 2:27:22 time: 0.0470 data_time: 0.0026 memory: 947 loss: 1.8688 2022/11/27 08:12:23 - mmengine - INFO - Epoch(train) [85][1800/5005] lr: 2.0231e-02 eta: 2:27:17 time: 0.0493 data_time: 0.0021 memory: 947 loss: 1.7631 2022/11/27 08:12:28 - mmengine - INFO - Epoch(train) [85][1900/5005] lr: 2.0210e-02 eta: 2:27:12 time: 0.0490 data_time: 0.0023 memory: 947 loss: 1.8371 2022/11/27 08:12:33 - mmengine - INFO - Epoch(train) [85][2000/5005] lr: 2.0189e-02 eta: 2:27:07 time: 0.0469 data_time: 0.0021 memory: 947 loss: 1.8213 2022/11/27 08:12:38 - mmengine - INFO - Epoch(train) [85][2100/5005] lr: 2.0168e-02 eta: 2:27:03 time: 0.0549 data_time: 0.0023 memory: 947 loss: 1.7642 2022/11/27 08:12:43 - mmengine - INFO - Epoch(train) [85][2200/5005] lr: 2.0147e-02 eta: 2:26:58 time: 0.0603 data_time: 0.0090 memory: 947 loss: 1.8846 2022/11/27 08:12:48 - mmengine - INFO - Epoch(train) [85][2300/5005] lr: 2.0126e-02 eta: 2:26:53 time: 0.0475 data_time: 0.0024 memory: 947 loss: 1.5618 2022/11/27 08:12:53 - mmengine - INFO - Epoch(train) [85][2400/5005] lr: 2.0105e-02 eta: 2:26:48 time: 0.0426 data_time: 0.0021 memory: 947 loss: 1.9033 2022/11/27 08:12:59 - mmengine - INFO - Epoch(train) [85][2500/5005] lr: 2.0085e-02 eta: 2:26:43 time: 0.0471 data_time: 0.0019 memory: 947 loss: 1.7633 2022/11/27 08:13:03 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:13:04 - mmengine - INFO - Epoch(train) [85][2600/5005] lr: 2.0064e-02 eta: 2:26:38 time: 0.0452 data_time: 0.0024 memory: 947 loss: 1.7840 2022/11/27 08:13:08 - mmengine - INFO - Epoch(train) [85][2700/5005] lr: 2.0043e-02 eta: 2:26:33 time: 0.0455 data_time: 0.0022 memory: 947 loss: 1.8673 2022/11/27 08:13:13 - mmengine - INFO - Epoch(train) [85][2800/5005] lr: 2.0022e-02 eta: 2:26:28 time: 0.0468 data_time: 0.0029 memory: 947 loss: 1.8107 2022/11/27 08:13:18 - mmengine - INFO - Epoch(train) [85][2900/5005] lr: 2.0001e-02 eta: 2:26:23 time: 0.0458 data_time: 0.0023 memory: 947 loss: 2.1011 2022/11/27 08:13:23 - mmengine - INFO - Epoch(train) [85][3000/5005] lr: 1.9980e-02 eta: 2:26:18 time: 0.0481 data_time: 0.0022 memory: 947 loss: 1.8378 2022/11/27 08:13:28 - mmengine - INFO - Epoch(train) [85][3100/5005] lr: 1.9959e-02 eta: 2:26:13 time: 0.0446 data_time: 0.0022 memory: 947 loss: 1.8699 2022/11/27 08:13:33 - mmengine - INFO - Epoch(train) [85][3200/5005] lr: 1.9938e-02 eta: 2:26:08 time: 0.0528 data_time: 0.0102 memory: 947 loss: 1.9862 2022/11/27 08:13:39 - mmengine - INFO - Epoch(train) [85][3300/5005] lr: 1.9917e-02 eta: 2:26:03 time: 0.0500 data_time: 0.0025 memory: 947 loss: 1.8358 2022/11/27 08:13:44 - mmengine - INFO - Epoch(train) [85][3400/5005] lr: 1.9896e-02 eta: 2:25:58 time: 0.0509 data_time: 0.0022 memory: 947 loss: 1.6342 2022/11/27 08:13:49 - mmengine - INFO - Epoch(train) [85][3500/5005] lr: 1.9875e-02 eta: 2:25:53 time: 0.0481 data_time: 0.0026 memory: 947 loss: 1.8304 2022/11/27 08:13:53 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:13:54 - mmengine - INFO - Epoch(train) [85][3600/5005] lr: 1.9854e-02 eta: 2:25:48 time: 0.0516 data_time: 0.0020 memory: 947 loss: 1.7379 2022/11/27 08:13:59 - mmengine - INFO - Epoch(train) [85][3700/5005] lr: 1.9834e-02 eta: 2:25:43 time: 0.0468 data_time: 0.0022 memory: 947 loss: 1.7939 2022/11/27 08:14:04 - mmengine - INFO - Epoch(train) [85][3800/5005] lr: 1.9813e-02 eta: 2:25:38 time: 0.0480 data_time: 0.0024 memory: 947 loss: 1.8486 2022/11/27 08:14:09 - mmengine - INFO - Epoch(train) [85][3900/5005] lr: 1.9792e-02 eta: 2:25:33 time: 0.0471 data_time: 0.0024 memory: 947 loss: 1.7141 2022/11/27 08:14:14 - mmengine - INFO - Epoch(train) [85][4000/5005] lr: 1.9771e-02 eta: 2:25:28 time: 0.0471 data_time: 0.0022 memory: 947 loss: 1.7842 2022/11/27 08:14:19 - mmengine - INFO - Epoch(train) [85][4100/5005] lr: 1.9750e-02 eta: 2:25:23 time: 0.0504 data_time: 0.0022 memory: 947 loss: 1.7756 2022/11/27 08:14:24 - mmengine - INFO - Epoch(train) [85][4200/5005] lr: 1.9729e-02 eta: 2:25:18 time: 0.0480 data_time: 0.0020 memory: 947 loss: 1.7322 2022/11/27 08:14:30 - mmengine - INFO - Epoch(train) [85][4300/5005] lr: 1.9709e-02 eta: 2:25:13 time: 0.0455 data_time: 0.0021 memory: 947 loss: 1.7409 2022/11/27 08:14:35 - mmengine - INFO - Epoch(train) [85][4400/5005] lr: 1.9688e-02 eta: 2:25:09 time: 0.0523 data_time: 0.0021 memory: 947 loss: 1.6852 2022/11/27 08:14:40 - mmengine - INFO - Epoch(train) [85][4500/5005] lr: 1.9667e-02 eta: 2:25:04 time: 0.0465 data_time: 0.0025 memory: 947 loss: 1.6039 2022/11/27 08:14:44 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:14:45 - mmengine - INFO - Epoch(train) [85][4600/5005] lr: 1.9646e-02 eta: 2:24:59 time: 0.0482 data_time: 0.0024 memory: 947 loss: 1.6226 2022/11/27 08:14:50 - mmengine - INFO - Epoch(train) [85][4700/5005] lr: 1.9625e-02 eta: 2:24:54 time: 0.0457 data_time: 0.0021 memory: 947 loss: 1.9577 2022/11/27 08:14:55 - mmengine - INFO - Epoch(train) [85][4800/5005] lr: 1.9605e-02 eta: 2:24:49 time: 0.0488 data_time: 0.0022 memory: 947 loss: 1.7178 2022/11/27 08:15:00 - mmengine - INFO - Epoch(train) [85][4900/5005] lr: 1.9584e-02 eta: 2:24:44 time: 0.0476 data_time: 0.0023 memory: 947 loss: 1.7255 2022/11/27 08:15:05 - mmengine - INFO - Epoch(train) [85][5000/5005] lr: 1.9563e-02 eta: 2:24:39 time: 0.0422 data_time: 0.0027 memory: 947 loss: 1.5592 2022/11/27 08:15:05 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:15:05 - mmengine - INFO - Saving checkpoint at 85 epochs 2022/11/27 08:15:10 - mmengine - INFO - Epoch(val) [85][100/196] eta: 0:00:03 time: 0.0377 data_time: 0.0265 memory: 947 2022/11/27 08:15:23 - mmengine - INFO - Epoch(val) [85][196/196] accuracy/top1: 64.0480 accuracy/top5: 85.6660 2022/11/27 08:15:28 - mmengine - INFO - Epoch(train) [86][ 100/5005] lr: 1.9541e-02 eta: 2:24:34 time: 0.0481 data_time: 0.0018 memory: 947 loss: 1.7625 2022/11/27 08:15:33 - mmengine - INFO - Epoch(train) [86][ 200/5005] lr: 1.9521e-02 eta: 2:24:29 time: 0.0487 data_time: 0.0024 memory: 947 loss: 1.6749 2022/11/27 08:15:38 - mmengine - INFO - Epoch(train) [86][ 300/5005] lr: 1.9500e-02 eta: 2:24:24 time: 0.0448 data_time: 0.0022 memory: 947 loss: 1.4378 2022/11/27 08:15:43 - mmengine - INFO - Epoch(train) [86][ 400/5005] lr: 1.9479e-02 eta: 2:24:18 time: 0.0471 data_time: 0.0025 memory: 947 loss: 1.7105 2022/11/27 08:15:48 - mmengine - INFO - Epoch(train) [86][ 500/5005] lr: 1.9458e-02 eta: 2:24:14 time: 0.0458 data_time: 0.0022 memory: 947 loss: 1.9727 2022/11/27 08:15:52 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:15:53 - mmengine - INFO - Epoch(train) [86][ 600/5005] lr: 1.9438e-02 eta: 2:24:09 time: 0.0485 data_time: 0.0025 memory: 947 loss: 1.6915 2022/11/27 08:15:58 - mmengine - INFO - Epoch(train) [86][ 700/5005] lr: 1.9417e-02 eta: 2:24:04 time: 0.0483 data_time: 0.0021 memory: 947 loss: 1.7257 2022/11/27 08:16:03 - mmengine - INFO - Epoch(train) [86][ 800/5005] lr: 1.9396e-02 eta: 2:23:59 time: 0.0538 data_time: 0.0022 memory: 947 loss: 1.8269 2022/11/27 08:16:08 - mmengine - INFO - Epoch(train) [86][ 900/5005] lr: 1.9376e-02 eta: 2:23:54 time: 0.0490 data_time: 0.0026 memory: 947 loss: 1.8364 2022/11/27 08:16:14 - mmengine - INFO - Epoch(train) [86][1000/5005] lr: 1.9355e-02 eta: 2:23:49 time: 0.0482 data_time: 0.0028 memory: 947 loss: 1.9069 2022/11/27 08:16:19 - mmengine - INFO - Epoch(train) [86][1100/5005] lr: 1.9334e-02 eta: 2:23:44 time: 0.0540 data_time: 0.0022 memory: 947 loss: 1.6869 2022/11/27 08:16:24 - mmengine - INFO - Epoch(train) [86][1200/5005] lr: 1.9314e-02 eta: 2:23:39 time: 0.0464 data_time: 0.0022 memory: 947 loss: 1.7405 2022/11/27 08:16:29 - mmengine - INFO - Epoch(train) [86][1300/5005] lr: 1.9293e-02 eta: 2:23:34 time: 0.0448 data_time: 0.0026 memory: 947 loss: 1.6598 2022/11/27 08:16:34 - mmengine - INFO - Epoch(train) [86][1400/5005] lr: 1.9272e-02 eta: 2:23:29 time: 0.0461 data_time: 0.0022 memory: 947 loss: 1.6080 2022/11/27 08:16:39 - mmengine - INFO - Epoch(train) [86][1500/5005] lr: 1.9252e-02 eta: 2:23:24 time: 0.0523 data_time: 0.0021 memory: 947 loss: 1.6932 2022/11/27 08:16:43 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:16:44 - mmengine - INFO - Epoch(train) [86][1600/5005] lr: 1.9231e-02 eta: 2:23:19 time: 0.0492 data_time: 0.0024 memory: 947 loss: 1.8176 2022/11/27 08:16:49 - mmengine - INFO - Epoch(train) [86][1700/5005] lr: 1.9211e-02 eta: 2:23:14 time: 0.0468 data_time: 0.0022 memory: 947 loss: 1.7500 2022/11/27 08:16:54 - mmengine - INFO - Epoch(train) [86][1800/5005] lr: 1.9190e-02 eta: 2:23:09 time: 0.0474 data_time: 0.0024 memory: 947 loss: 1.7064 2022/11/27 08:17:00 - mmengine - INFO - Epoch(train) [86][1900/5005] lr: 1.9169e-02 eta: 2:23:04 time: 0.0517 data_time: 0.0019 memory: 947 loss: 1.9657 2022/11/27 08:17:05 - mmengine - INFO - Epoch(train) [86][2000/5005] lr: 1.9149e-02 eta: 2:22:59 time: 0.0476 data_time: 0.0021 memory: 947 loss: 1.6122 2022/11/27 08:17:09 - mmengine - INFO - Epoch(train) [86][2100/5005] lr: 1.9128e-02 eta: 2:22:54 time: 0.0491 data_time: 0.0023 memory: 947 loss: 1.9423 2022/11/27 08:17:15 - mmengine - INFO - Epoch(train) [86][2200/5005] lr: 1.9108e-02 eta: 2:22:49 time: 0.0449 data_time: 0.0022 memory: 947 loss: 1.7844 2022/11/27 08:17:20 - mmengine - INFO - Epoch(train) [86][2300/5005] lr: 1.9087e-02 eta: 2:22:44 time: 0.0481 data_time: 0.0020 memory: 947 loss: 1.8145 2022/11/27 08:17:24 - mmengine - INFO - Epoch(train) [86][2400/5005] lr: 1.9067e-02 eta: 2:22:39 time: 0.0477 data_time: 0.0025 memory: 947 loss: 1.6756 2022/11/27 08:17:29 - mmengine - INFO - Epoch(train) [86][2500/5005] lr: 1.9046e-02 eta: 2:22:34 time: 0.0448 data_time: 0.0025 memory: 947 loss: 1.5894 2022/11/27 08:17:33 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:17:34 - mmengine - INFO - Epoch(train) [86][2600/5005] lr: 1.9025e-02 eta: 2:22:29 time: 0.0641 data_time: 0.0190 memory: 947 loss: 1.6683 2022/11/27 08:17:39 - mmengine - INFO - Epoch(train) [86][2700/5005] lr: 1.9005e-02 eta: 2:22:24 time: 0.0591 data_time: 0.0022 memory: 947 loss: 1.6089 2022/11/27 08:17:44 - mmengine - INFO - Epoch(train) [86][2800/5005] lr: 1.8984e-02 eta: 2:22:19 time: 0.0455 data_time: 0.0024 memory: 947 loss: 1.6481 2022/11/27 08:17:49 - mmengine - INFO - Epoch(train) [86][2900/5005] lr: 1.8964e-02 eta: 2:22:14 time: 0.0491 data_time: 0.0022 memory: 947 loss: 1.8401 2022/11/27 08:17:54 - mmengine - INFO - Epoch(train) [86][3000/5005] lr: 1.8943e-02 eta: 2:22:09 time: 0.0443 data_time: 0.0021 memory: 947 loss: 1.8411 2022/11/27 08:17:59 - mmengine - INFO - Epoch(train) [86][3100/5005] lr: 1.8923e-02 eta: 2:22:04 time: 0.0452 data_time: 0.0021 memory: 947 loss: 1.7060 2022/11/27 08:18:04 - mmengine - INFO - Epoch(train) [86][3200/5005] lr: 1.8902e-02 eta: 2:21:59 time: 0.0437 data_time: 0.0022 memory: 947 loss: 1.8313 2022/11/27 08:18:09 - mmengine - INFO - Epoch(train) [86][3300/5005] lr: 1.8882e-02 eta: 2:21:54 time: 0.0480 data_time: 0.0020 memory: 947 loss: 1.6263 2022/11/27 08:18:14 - mmengine - INFO - Epoch(train) [86][3400/5005] lr: 1.8862e-02 eta: 2:21:49 time: 0.0683 data_time: 0.0022 memory: 947 loss: 1.7025 2022/11/27 08:18:20 - mmengine - INFO - Epoch(train) [86][3500/5005] lr: 1.8841e-02 eta: 2:21:44 time: 0.0553 data_time: 0.0021 memory: 947 loss: 1.7804 2022/11/27 08:18:23 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:18:25 - mmengine - INFO - Epoch(train) [86][3600/5005] lr: 1.8821e-02 eta: 2:21:39 time: 0.0464 data_time: 0.0023 memory: 947 loss: 1.8470 2022/11/27 08:18:30 - mmengine - INFO - Epoch(train) [86][3700/5005] lr: 1.8800e-02 eta: 2:21:35 time: 0.0472 data_time: 0.0024 memory: 947 loss: 1.7210 2022/11/27 08:18:35 - mmengine - INFO - Epoch(train) [86][3800/5005] lr: 1.8780e-02 eta: 2:21:30 time: 0.0491 data_time: 0.0022 memory: 947 loss: 1.6888 2022/11/27 08:18:40 - mmengine - INFO - Epoch(train) [86][3900/5005] lr: 1.8759e-02 eta: 2:21:25 time: 0.0466 data_time: 0.0023 memory: 947 loss: 1.7416 2022/11/27 08:18:45 - mmengine - INFO - Epoch(train) [86][4000/5005] lr: 1.8739e-02 eta: 2:21:20 time: 0.0423 data_time: 0.0033 memory: 947 loss: 1.8545 2022/11/27 08:18:50 - mmengine - INFO - Epoch(train) [86][4100/5005] lr: 1.8718e-02 eta: 2:21:15 time: 0.0506 data_time: 0.0024 memory: 947 loss: 1.6418 2022/11/27 08:18:55 - mmengine - INFO - Epoch(train) [86][4200/5005] lr: 1.8698e-02 eta: 2:21:10 time: 0.0473 data_time: 0.0024 memory: 947 loss: 1.8469 2022/11/27 08:19:01 - mmengine - INFO - Epoch(train) [86][4300/5005] lr: 1.8678e-02 eta: 2:21:05 time: 0.0470 data_time: 0.0025 memory: 947 loss: 1.8788 2022/11/27 08:19:06 - mmengine - INFO - Epoch(train) [86][4400/5005] lr: 1.8657e-02 eta: 2:21:00 time: 0.0675 data_time: 0.0019 memory: 947 loss: 1.4747 2022/11/27 08:19:11 - mmengine - INFO - Epoch(train) [86][4500/5005] lr: 1.8637e-02 eta: 2:20:55 time: 0.0482 data_time: 0.0019 memory: 947 loss: 1.7664 2022/11/27 08:19:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:19:16 - mmengine - INFO - Epoch(train) [86][4600/5005] lr: 1.8617e-02 eta: 2:20:50 time: 0.0477 data_time: 0.0020 memory: 947 loss: 1.7305 2022/11/27 08:19:21 - mmengine - INFO - Epoch(train) [86][4700/5005] lr: 1.8596e-02 eta: 2:20:45 time: 0.0531 data_time: 0.0021 memory: 947 loss: 1.7223 2022/11/27 08:19:26 - mmengine - INFO - Epoch(train) [86][4800/5005] lr: 1.8576e-02 eta: 2:20:40 time: 0.0485 data_time: 0.0023 memory: 947 loss: 1.7676 2022/11/27 08:19:31 - mmengine - INFO - Epoch(train) [86][4900/5005] lr: 1.8556e-02 eta: 2:20:35 time: 0.0635 data_time: 0.0070 memory: 947 loss: 1.9755 2022/11/27 08:19:36 - mmengine - INFO - Epoch(train) [86][5000/5005] lr: 1.8535e-02 eta: 2:20:30 time: 0.0433 data_time: 0.0043 memory: 947 loss: 2.0024 2022/11/27 08:19:36 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:19:36 - mmengine - INFO - Saving checkpoint at 86 epochs 2022/11/27 08:19:41 - mmengine - INFO - Epoch(val) [86][100/196] eta: 0:00:03 time: 0.0395 data_time: 0.0284 memory: 947 2022/11/27 08:19:54 - mmengine - INFO - Epoch(val) [86][196/196] accuracy/top1: 64.5980 accuracy/top5: 86.0440 2022/11/27 08:20:00 - mmengine - INFO - Epoch(train) [87][ 100/5005] lr: 1.8514e-02 eta: 2:20:25 time: 0.0504 data_time: 0.0019 memory: 947 loss: 1.8182 2022/11/27 08:20:05 - mmengine - INFO - Epoch(train) [87][ 200/5005] lr: 1.8494e-02 eta: 2:20:20 time: 0.0515 data_time: 0.0026 memory: 947 loss: 1.8538 2022/11/27 08:20:10 - mmengine - INFO - Epoch(train) [87][ 300/5005] lr: 1.8473e-02 eta: 2:20:15 time: 0.0485 data_time: 0.0021 memory: 947 loss: 1.6815 2022/11/27 08:20:15 - mmengine - INFO - Epoch(train) [87][ 400/5005] lr: 1.8453e-02 eta: 2:20:10 time: 0.0489 data_time: 0.0022 memory: 947 loss: 1.9383 2022/11/27 08:20:20 - mmengine - INFO - Epoch(train) [87][ 500/5005] lr: 1.8433e-02 eta: 2:20:05 time: 0.0458 data_time: 0.0022 memory: 947 loss: 1.5330 2022/11/27 08:20:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:20:25 - mmengine - INFO - Epoch(train) [87][ 600/5005] lr: 1.8412e-02 eta: 2:20:00 time: 0.0467 data_time: 0.0023 memory: 947 loss: 1.8679 2022/11/27 08:20:30 - mmengine - INFO - Epoch(train) [87][ 700/5005] lr: 1.8392e-02 eta: 2:19:56 time: 0.0476 data_time: 0.0025 memory: 947 loss: 1.5546 2022/11/27 08:20:36 - mmengine - INFO - Epoch(train) [87][ 800/5005] lr: 1.8372e-02 eta: 2:19:51 time: 0.0489 data_time: 0.0021 memory: 947 loss: 1.7148 2022/11/27 08:20:41 - mmengine - INFO - Epoch(train) [87][ 900/5005] lr: 1.8352e-02 eta: 2:19:46 time: 0.0472 data_time: 0.0023 memory: 947 loss: 1.8825 2022/11/27 08:20:46 - mmengine - INFO - Epoch(train) [87][1000/5005] lr: 1.8331e-02 eta: 2:19:41 time: 0.0595 data_time: 0.0214 memory: 947 loss: 1.6699 2022/11/27 08:20:51 - mmengine - INFO - Epoch(train) [87][1100/5005] lr: 1.8311e-02 eta: 2:19:36 time: 0.0479 data_time: 0.0024 memory: 947 loss: 1.6086 2022/11/27 08:20:56 - mmengine - INFO - Epoch(train) [87][1200/5005] lr: 1.8291e-02 eta: 2:19:31 time: 0.0459 data_time: 0.0022 memory: 947 loss: 1.9473 2022/11/27 08:21:01 - mmengine - INFO - Epoch(train) [87][1300/5005] lr: 1.8271e-02 eta: 2:19:26 time: 0.0506 data_time: 0.0020 memory: 947 loss: 1.7448 2022/11/27 08:21:06 - mmengine - INFO - Epoch(train) [87][1400/5005] lr: 1.8250e-02 eta: 2:19:21 time: 0.0500 data_time: 0.0024 memory: 947 loss: 1.8431 2022/11/27 08:21:11 - mmengine - INFO - Epoch(train) [87][1500/5005] lr: 1.8230e-02 eta: 2:19:16 time: 0.0503 data_time: 0.0027 memory: 947 loss: 1.6495 2022/11/27 08:21:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:21:16 - mmengine - INFO - Epoch(train) [87][1600/5005] lr: 1.8210e-02 eta: 2:19:11 time: 0.0481 data_time: 0.0025 memory: 947 loss: 1.6923 2022/11/27 08:21:21 - mmengine - INFO - Epoch(train) [87][1700/5005] lr: 1.8190e-02 eta: 2:19:06 time: 0.0480 data_time: 0.0036 memory: 947 loss: 1.7316 2022/11/27 08:21:26 - mmengine - INFO - Epoch(train) [87][1800/5005] lr: 1.8170e-02 eta: 2:19:01 time: 0.0530 data_time: 0.0023 memory: 947 loss: 1.8491 2022/11/27 08:21:32 - mmengine - INFO - Epoch(train) [87][1900/5005] lr: 1.8150e-02 eta: 2:18:56 time: 0.0458 data_time: 0.0022 memory: 947 loss: 1.7598 2022/11/27 08:21:37 - mmengine - INFO - Epoch(train) [87][2000/5005] lr: 1.8129e-02 eta: 2:18:51 time: 0.0475 data_time: 0.0036 memory: 947 loss: 1.8103 2022/11/27 08:21:42 - mmengine - INFO - Epoch(train) [87][2100/5005] lr: 1.8109e-02 eta: 2:18:46 time: 0.0536 data_time: 0.0023 memory: 947 loss: 1.7797 2022/11/27 08:21:47 - mmengine - INFO - Epoch(train) [87][2200/5005] lr: 1.8089e-02 eta: 2:18:41 time: 0.0461 data_time: 0.0020 memory: 947 loss: 1.6597 2022/11/27 08:21:52 - mmengine - INFO - Epoch(train) [87][2300/5005] lr: 1.8069e-02 eta: 2:18:36 time: 0.0547 data_time: 0.0020 memory: 947 loss: 1.7342 2022/11/27 08:21:57 - mmengine - INFO - Epoch(train) [87][2400/5005] lr: 1.8049e-02 eta: 2:18:31 time: 0.0506 data_time: 0.0020 memory: 947 loss: 1.6991 2022/11/27 08:22:03 - mmengine - INFO - Epoch(train) [87][2500/5005] lr: 1.8029e-02 eta: 2:18:27 time: 0.0475 data_time: 0.0020 memory: 947 loss: 1.7559 2022/11/27 08:22:06 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:22:08 - mmengine - INFO - Epoch(train) [87][2600/5005] lr: 1.8009e-02 eta: 2:18:22 time: 0.0521 data_time: 0.0024 memory: 947 loss: 1.7420 2022/11/27 08:22:13 - mmengine - INFO - Epoch(train) [87][2700/5005] lr: 1.7989e-02 eta: 2:18:17 time: 0.0463 data_time: 0.0024 memory: 947 loss: 1.7447 2022/11/27 08:22:18 - mmengine - INFO - Epoch(train) [87][2800/5005] lr: 1.7968e-02 eta: 2:18:12 time: 0.0487 data_time: 0.0021 memory: 947 loss: 1.8429 2022/11/27 08:22:23 - mmengine - INFO - Epoch(train) [87][2900/5005] lr: 1.7948e-02 eta: 2:18:07 time: 0.0460 data_time: 0.0021 memory: 947 loss: 1.6957 2022/11/27 08:22:29 - mmengine - INFO - Epoch(train) [87][3000/5005] lr: 1.7928e-02 eta: 2:18:02 time: 0.0444 data_time: 0.0026 memory: 947 loss: 1.8972 2022/11/27 08:22:34 - mmengine - INFO - Epoch(train) [87][3100/5005] lr: 1.7908e-02 eta: 2:17:57 time: 0.0453 data_time: 0.0022 memory: 947 loss: 1.8434 2022/11/27 08:22:39 - mmengine - INFO - Epoch(train) [87][3200/5005] lr: 1.7888e-02 eta: 2:17:52 time: 0.0471 data_time: 0.0021 memory: 947 loss: 1.6494 2022/11/27 08:22:44 - mmengine - INFO - Epoch(train) [87][3300/5005] lr: 1.7868e-02 eta: 2:17:47 time: 0.0477 data_time: 0.0071 memory: 947 loss: 1.8200 2022/11/27 08:22:49 - mmengine - INFO - Epoch(train) [87][3400/5005] lr: 1.7848e-02 eta: 2:17:42 time: 0.0468 data_time: 0.0021 memory: 947 loss: 1.6248 2022/11/27 08:22:54 - mmengine - INFO - Epoch(train) [87][3500/5005] lr: 1.7828e-02 eta: 2:17:37 time: 0.0480 data_time: 0.0022 memory: 947 loss: 1.7260 2022/11/27 08:22:57 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:22:59 - mmengine - INFO - Epoch(train) [87][3600/5005] lr: 1.7808e-02 eta: 2:17:32 time: 0.0447 data_time: 0.0021 memory: 947 loss: 1.8539 2022/11/27 08:23:04 - mmengine - INFO - Epoch(train) [87][3700/5005] lr: 1.7788e-02 eta: 2:17:27 time: 0.0505 data_time: 0.0048 memory: 947 loss: 1.7146 2022/11/27 08:23:09 - mmengine - INFO - Epoch(train) [87][3800/5005] lr: 1.7768e-02 eta: 2:17:22 time: 0.0468 data_time: 0.0022 memory: 947 loss: 1.4903 2022/11/27 08:23:14 - mmengine - INFO - Epoch(train) [87][3900/5005] lr: 1.7748e-02 eta: 2:17:17 time: 0.0539 data_time: 0.0024 memory: 947 loss: 1.8717 2022/11/27 08:23:19 - mmengine - INFO - Epoch(train) [87][4000/5005] lr: 1.7728e-02 eta: 2:17:12 time: 0.0461 data_time: 0.0022 memory: 947 loss: 1.9386 2022/11/27 08:23:24 - mmengine - INFO - Epoch(train) [87][4100/5005] lr: 1.7708e-02 eta: 2:17:07 time: 0.0429 data_time: 0.0023 memory: 947 loss: 1.6887 2022/11/27 08:23:29 - mmengine - INFO - Epoch(train) [87][4200/5005] lr: 1.7688e-02 eta: 2:17:02 time: 0.0515 data_time: 0.0040 memory: 947 loss: 1.7782 2022/11/27 08:23:34 - mmengine - INFO - Epoch(train) [87][4300/5005] lr: 1.7668e-02 eta: 2:16:57 time: 0.0552 data_time: 0.0130 memory: 947 loss: 1.7838 2022/11/27 08:23:40 - mmengine - INFO - Epoch(train) [87][4400/5005] lr: 1.7648e-02 eta: 2:16:52 time: 0.0600 data_time: 0.0022 memory: 947 loss: 1.7083 2022/11/27 08:23:45 - mmengine - INFO - Epoch(train) [87][4500/5005] lr: 1.7628e-02 eta: 2:16:48 time: 0.0458 data_time: 0.0022 memory: 947 loss: 1.8678 2022/11/27 08:23:48 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:23:50 - mmengine - INFO - Epoch(train) [87][4600/5005] lr: 1.7608e-02 eta: 2:16:43 time: 0.0455 data_time: 0.0023 memory: 947 loss: 1.5731 2022/11/27 08:23:55 - mmengine - INFO - Epoch(train) [87][4700/5005] lr: 1.7588e-02 eta: 2:16:38 time: 0.0479 data_time: 0.0025 memory: 947 loss: 1.6701 2022/11/27 08:24:00 - mmengine - INFO - Epoch(train) [87][4800/5005] lr: 1.7569e-02 eta: 2:16:33 time: 0.0476 data_time: 0.0029 memory: 947 loss: 1.5483 2022/11/27 08:24:05 - mmengine - INFO - Epoch(train) [87][4900/5005] lr: 1.7549e-02 eta: 2:16:28 time: 0.0562 data_time: 0.0032 memory: 947 loss: 1.7152 2022/11/27 08:24:10 - mmengine - INFO - Epoch(train) [87][5000/5005] lr: 1.7529e-02 eta: 2:16:23 time: 0.0416 data_time: 0.0028 memory: 947 loss: 1.7094 2022/11/27 08:24:10 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:24:10 - mmengine - INFO - Saving checkpoint at 87 epochs 2022/11/27 08:24:15 - mmengine - INFO - Epoch(val) [87][100/196] eta: 0:00:03 time: 0.0363 data_time: 0.0258 memory: 947 2022/11/27 08:24:28 - mmengine - INFO - Epoch(val) [87][196/196] accuracy/top1: 64.5460 accuracy/top5: 86.1920 2022/11/27 08:24:33 - mmengine - INFO - Epoch(train) [88][ 100/5005] lr: 1.7508e-02 eta: 2:16:17 time: 0.0477 data_time: 0.0026 memory: 947 loss: 1.7742 2022/11/27 08:24:38 - mmengine - INFO - Epoch(train) [88][ 200/5005] lr: 1.7488e-02 eta: 2:16:13 time: 0.0566 data_time: 0.0022 memory: 947 loss: 1.7540 2022/11/27 08:24:43 - mmengine - INFO - Epoch(train) [88][ 300/5005] lr: 1.7468e-02 eta: 2:16:07 time: 0.0449 data_time: 0.0024 memory: 947 loss: 1.6171 2022/11/27 08:24:48 - mmengine - INFO - Epoch(train) [88][ 400/5005] lr: 1.7448e-02 eta: 2:16:03 time: 0.0568 data_time: 0.0022 memory: 947 loss: 1.7671 2022/11/27 08:24:53 - mmengine - INFO - Epoch(train) [88][ 500/5005] lr: 1.7428e-02 eta: 2:15:57 time: 0.0464 data_time: 0.0027 memory: 947 loss: 1.7264 2022/11/27 08:24:56 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:24:58 - mmengine - INFO - Epoch(train) [88][ 600/5005] lr: 1.7409e-02 eta: 2:15:53 time: 0.0552 data_time: 0.0020 memory: 947 loss: 1.7403 2022/11/27 08:25:04 - mmengine - INFO - Epoch(train) [88][ 700/5005] lr: 1.7389e-02 eta: 2:15:48 time: 0.0587 data_time: 0.0159 memory: 947 loss: 1.5446 2022/11/27 08:25:09 - mmengine - INFO - Epoch(train) [88][ 800/5005] lr: 1.7369e-02 eta: 2:15:43 time: 0.0481 data_time: 0.0073 memory: 947 loss: 1.6822 2022/11/27 08:25:14 - mmengine - INFO - Epoch(train) [88][ 900/5005] lr: 1.7349e-02 eta: 2:15:38 time: 0.0483 data_time: 0.0024 memory: 947 loss: 1.6365 2022/11/27 08:25:19 - mmengine - INFO - Epoch(train) [88][1000/5005] lr: 1.7329e-02 eta: 2:15:33 time: 0.0466 data_time: 0.0024 memory: 947 loss: 1.5844 2022/11/27 08:25:24 - mmengine - INFO - Epoch(train) [88][1100/5005] lr: 1.7310e-02 eta: 2:15:28 time: 0.0491 data_time: 0.0023 memory: 947 loss: 1.6673 2022/11/27 08:25:29 - mmengine - INFO - Epoch(train) [88][1200/5005] lr: 1.7290e-02 eta: 2:15:23 time: 0.0475 data_time: 0.0026 memory: 947 loss: 1.7307 2022/11/27 08:25:34 - mmengine - INFO - Epoch(train) [88][1300/5005] lr: 1.7270e-02 eta: 2:15:18 time: 0.0472 data_time: 0.0025 memory: 947 loss: 1.5390 2022/11/27 08:25:39 - mmengine - INFO - Epoch(train) [88][1400/5005] lr: 1.7250e-02 eta: 2:15:13 time: 0.0479 data_time: 0.0026 memory: 947 loss: 1.6783 2022/11/27 08:25:44 - mmengine - INFO - Epoch(train) [88][1500/5005] lr: 1.7230e-02 eta: 2:15:08 time: 0.0452 data_time: 0.0023 memory: 947 loss: 1.6373 2022/11/27 08:25:47 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:25:49 - mmengine - INFO - Epoch(train) [88][1600/5005] lr: 1.7211e-02 eta: 2:15:03 time: 0.0486 data_time: 0.0021 memory: 947 loss: 1.8910 2022/11/27 08:25:53 - mmengine - INFO - Epoch(train) [88][1700/5005] lr: 1.7191e-02 eta: 2:14:58 time: 0.0486 data_time: 0.0026 memory: 947 loss: 1.7968 2022/11/27 08:25:58 - mmengine - INFO - Epoch(train) [88][1800/5005] lr: 1.7171e-02 eta: 2:14:53 time: 0.0562 data_time: 0.0021 memory: 947 loss: 1.7246 2022/11/27 08:26:03 - mmengine - INFO - Epoch(train) [88][1900/5005] lr: 1.7152e-02 eta: 2:14:48 time: 0.0485 data_time: 0.0025 memory: 947 loss: 1.7609 2022/11/27 08:26:08 - mmengine - INFO - Epoch(train) [88][2000/5005] lr: 1.7132e-02 eta: 2:14:43 time: 0.0462 data_time: 0.0023 memory: 947 loss: 1.7189 2022/11/27 08:26:13 - mmengine - INFO - Epoch(train) [88][2100/5005] lr: 1.7112e-02 eta: 2:14:38 time: 0.0533 data_time: 0.0086 memory: 947 loss: 1.6986 2022/11/27 08:26:18 - mmengine - INFO - Epoch(train) [88][2200/5005] lr: 1.7092e-02 eta: 2:14:33 time: 0.0456 data_time: 0.0023 memory: 947 loss: 1.8124 2022/11/27 08:26:24 - mmengine - INFO - Epoch(train) [88][2300/5005] lr: 1.7073e-02 eta: 2:14:28 time: 0.0542 data_time: 0.0072 memory: 947 loss: 1.8784 2022/11/27 08:26:29 - mmengine - INFO - Epoch(train) [88][2400/5005] lr: 1.7053e-02 eta: 2:14:23 time: 0.0515 data_time: 0.0025 memory: 947 loss: 1.5504 2022/11/27 08:26:34 - mmengine - INFO - Epoch(train) [88][2500/5005] lr: 1.7033e-02 eta: 2:14:18 time: 0.0810 data_time: 0.0044 memory: 947 loss: 1.7548 2022/11/27 08:26:37 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:26:39 - mmengine - INFO - Epoch(train) [88][2600/5005] lr: 1.7014e-02 eta: 2:14:13 time: 0.0469 data_time: 0.0023 memory: 947 loss: 1.6542 2022/11/27 08:26:44 - mmengine - INFO - Epoch(train) [88][2700/5005] lr: 1.6994e-02 eta: 2:14:08 time: 0.0510 data_time: 0.0021 memory: 947 loss: 1.7121 2022/11/27 08:26:49 - mmengine - INFO - Epoch(train) [88][2800/5005] lr: 1.6974e-02 eta: 2:14:03 time: 0.0513 data_time: 0.0028 memory: 947 loss: 1.6554 2022/11/27 08:26:54 - mmengine - INFO - Epoch(train) [88][2900/5005] lr: 1.6955e-02 eta: 2:13:58 time: 0.0445 data_time: 0.0023 memory: 947 loss: 1.6915 2022/11/27 08:26:59 - mmengine - INFO - Epoch(train) [88][3000/5005] lr: 1.6935e-02 eta: 2:13:53 time: 0.0451 data_time: 0.0026 memory: 947 loss: 1.7830 2022/11/27 08:27:04 - mmengine - INFO - Epoch(train) [88][3100/5005] lr: 1.6916e-02 eta: 2:13:48 time: 0.0454 data_time: 0.0022 memory: 947 loss: 1.6160 2022/11/27 08:27:09 - mmengine - INFO - Epoch(train) [88][3200/5005] lr: 1.6896e-02 eta: 2:13:43 time: 0.0513 data_time: 0.0028 memory: 947 loss: 1.9841 2022/11/27 08:27:14 - mmengine - INFO - Epoch(train) [88][3300/5005] lr: 1.6876e-02 eta: 2:13:38 time: 0.0484 data_time: 0.0049 memory: 947 loss: 1.7554 2022/11/27 08:27:19 - mmengine - INFO - Epoch(train) [88][3400/5005] lr: 1.6857e-02 eta: 2:13:33 time: 0.0438 data_time: 0.0021 memory: 947 loss: 1.6904 2022/11/27 08:27:24 - mmengine - INFO - Epoch(train) [88][3500/5005] lr: 1.6837e-02 eta: 2:13:28 time: 0.0464 data_time: 0.0024 memory: 947 loss: 1.7177 2022/11/27 08:27:27 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:27:29 - mmengine - INFO - Epoch(train) [88][3600/5005] lr: 1.6818e-02 eta: 2:13:23 time: 0.0547 data_time: 0.0023 memory: 947 loss: 1.6119 2022/11/27 08:27:34 - mmengine - INFO - Epoch(train) [88][3700/5005] lr: 1.6798e-02 eta: 2:13:18 time: 0.0468 data_time: 0.0022 memory: 947 loss: 1.6184 2022/11/27 08:27:38 - mmengine - INFO - Epoch(train) [88][3800/5005] lr: 1.6779e-02 eta: 2:13:13 time: 0.0457 data_time: 0.0026 memory: 947 loss: 1.5620 2022/11/27 08:27:44 - mmengine - INFO - Epoch(train) [88][3900/5005] lr: 1.6759e-02 eta: 2:13:08 time: 0.0558 data_time: 0.0076 memory: 947 loss: 1.6377 2022/11/27 08:27:49 - mmengine - INFO - Epoch(train) [88][4000/5005] lr: 1.6739e-02 eta: 2:13:03 time: 0.0452 data_time: 0.0026 memory: 947 loss: 1.7595 2022/11/27 08:27:54 - mmengine - INFO - Epoch(train) [88][4100/5005] lr: 1.6720e-02 eta: 2:12:58 time: 0.0601 data_time: 0.0022 memory: 947 loss: 1.7856 2022/11/27 08:27:59 - mmengine - INFO - Epoch(train) [88][4200/5005] lr: 1.6700e-02 eta: 2:12:53 time: 0.0468 data_time: 0.0022 memory: 947 loss: 1.5827 2022/11/27 08:28:04 - mmengine - INFO - Epoch(train) [88][4300/5005] lr: 1.6681e-02 eta: 2:12:48 time: 0.0470 data_time: 0.0026 memory: 947 loss: 1.7297 2022/11/27 08:28:09 - mmengine - INFO - Epoch(train) [88][4400/5005] lr: 1.6661e-02 eta: 2:12:43 time: 0.0536 data_time: 0.0023 memory: 947 loss: 1.6698 2022/11/27 08:28:14 - mmengine - INFO - Epoch(train) [88][4500/5005] lr: 1.6642e-02 eta: 2:12:38 time: 0.0438 data_time: 0.0023 memory: 947 loss: 1.6796 2022/11/27 08:28:17 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:28:19 - mmengine - INFO - Epoch(train) [88][4600/5005] lr: 1.6622e-02 eta: 2:12:33 time: 0.0468 data_time: 0.0022 memory: 947 loss: 1.7040 2022/11/27 08:28:24 - mmengine - INFO - Epoch(train) [88][4700/5005] lr: 1.6603e-02 eta: 2:12:28 time: 0.0468 data_time: 0.0023 memory: 947 loss: 1.7489 2022/11/27 08:28:29 - mmengine - INFO - Epoch(train) [88][4800/5005] lr: 1.6584e-02 eta: 2:12:23 time: 0.0536 data_time: 0.0021 memory: 947 loss: 1.7012 2022/11/27 08:28:34 - mmengine - INFO - Epoch(train) [88][4900/5005] lr: 1.6564e-02 eta: 2:12:18 time: 0.0493 data_time: 0.0027 memory: 947 loss: 1.5890 2022/11/27 08:28:39 - mmengine - INFO - Epoch(train) [88][5000/5005] lr: 1.6545e-02 eta: 2:12:13 time: 0.0431 data_time: 0.0033 memory: 947 loss: 1.6434 2022/11/27 08:28:39 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:28:39 - mmengine - INFO - Saving checkpoint at 88 epochs 2022/11/27 08:28:44 - mmengine - INFO - Epoch(val) [88][100/196] eta: 0:00:03 time: 0.0364 data_time: 0.0254 memory: 947 2022/11/27 08:28:57 - mmengine - INFO - Epoch(val) [88][196/196] accuracy/top1: 64.7560 accuracy/top5: 86.2860 2022/11/27 08:29:03 - mmengine - INFO - Epoch(train) [89][ 100/5005] lr: 1.6524e-02 eta: 2:12:08 time: 0.0472 data_time: 0.0018 memory: 947 loss: 1.5591 2022/11/27 08:29:07 - mmengine - INFO - Epoch(train) [89][ 200/5005] lr: 1.6505e-02 eta: 2:12:03 time: 0.0527 data_time: 0.0018 memory: 947 loss: 1.7154 2022/11/27 08:29:13 - mmengine - INFO - Epoch(train) [89][ 300/5005] lr: 1.6485e-02 eta: 2:11:58 time: 0.0442 data_time: 0.0048 memory: 947 loss: 1.6595 2022/11/27 08:29:18 - mmengine - INFO - Epoch(train) [89][ 400/5005] lr: 1.6466e-02 eta: 2:11:53 time: 0.0465 data_time: 0.0019 memory: 947 loss: 1.9742 2022/11/27 08:29:23 - mmengine - INFO - Epoch(train) [89][ 500/5005] lr: 1.6447e-02 eta: 2:11:48 time: 0.0445 data_time: 0.0026 memory: 947 loss: 1.8146 2022/11/27 08:29:26 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:29:28 - mmengine - INFO - Epoch(train) [89][ 600/5005] lr: 1.6427e-02 eta: 2:11:44 time: 0.0479 data_time: 0.0022 memory: 947 loss: 1.6643 2022/11/27 08:29:33 - mmengine - INFO - Epoch(train) [89][ 700/5005] lr: 1.6408e-02 eta: 2:11:38 time: 0.0474 data_time: 0.0023 memory: 947 loss: 1.6928 2022/11/27 08:29:38 - mmengine - INFO - Epoch(train) [89][ 800/5005] lr: 1.6388e-02 eta: 2:11:34 time: 0.0451 data_time: 0.0025 memory: 947 loss: 1.6294 2022/11/27 08:29:43 - mmengine - INFO - Epoch(train) [89][ 900/5005] lr: 1.6369e-02 eta: 2:11:29 time: 0.0548 data_time: 0.0024 memory: 947 loss: 1.6021 2022/11/27 08:29:48 - mmengine - INFO - Epoch(train) [89][1000/5005] lr: 1.6350e-02 eta: 2:11:24 time: 0.0547 data_time: 0.0021 memory: 947 loss: 1.6780 2022/11/27 08:29:53 - mmengine - INFO - Epoch(train) [89][1100/5005] lr: 1.6330e-02 eta: 2:11:19 time: 0.0459 data_time: 0.0024 memory: 947 loss: 1.7797 2022/11/27 08:29:58 - mmengine - INFO - Epoch(train) [89][1200/5005] lr: 1.6311e-02 eta: 2:11:14 time: 0.0478 data_time: 0.0021 memory: 947 loss: 1.7191 2022/11/27 08:30:04 - mmengine - INFO - Epoch(train) [89][1300/5005] lr: 1.6292e-02 eta: 2:11:09 time: 0.0518 data_time: 0.0023 memory: 947 loss: 1.5290 2022/11/27 08:30:09 - mmengine - INFO - Epoch(train) [89][1400/5005] lr: 1.6272e-02 eta: 2:11:04 time: 0.0461 data_time: 0.0023 memory: 947 loss: 1.7715 2022/11/27 08:30:14 - mmengine - INFO - Epoch(train) [89][1500/5005] lr: 1.6253e-02 eta: 2:10:59 time: 0.0461 data_time: 0.0030 memory: 947 loss: 1.5754 2022/11/27 08:30:17 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:30:19 - mmengine - INFO - Epoch(train) [89][1600/5005] lr: 1.6234e-02 eta: 2:10:54 time: 0.0446 data_time: 0.0024 memory: 947 loss: 1.8194 2022/11/27 08:30:24 - mmengine - INFO - Epoch(train) [89][1700/5005] lr: 1.6215e-02 eta: 2:10:49 time: 0.0479 data_time: 0.0073 memory: 947 loss: 1.8588 2022/11/27 08:30:29 - mmengine - INFO - Epoch(train) [89][1800/5005] lr: 1.6195e-02 eta: 2:10:44 time: 0.0427 data_time: 0.0023 memory: 947 loss: 1.5990 2022/11/27 08:30:34 - mmengine - INFO - Epoch(train) [89][1900/5005] lr: 1.6176e-02 eta: 2:10:39 time: 0.0424 data_time: 0.0020 memory: 947 loss: 1.5694 2022/11/27 08:30:39 - mmengine - INFO - Epoch(train) [89][2000/5005] lr: 1.6157e-02 eta: 2:10:34 time: 0.0448 data_time: 0.0022 memory: 947 loss: 1.6331 2022/11/27 08:30:44 - mmengine - INFO - Epoch(train) [89][2100/5005] lr: 1.6138e-02 eta: 2:10:29 time: 0.0543 data_time: 0.0020 memory: 947 loss: 1.8479 2022/11/27 08:30:49 - mmengine - INFO - Epoch(train) [89][2200/5005] lr: 1.6118e-02 eta: 2:10:24 time: 0.0447 data_time: 0.0021 memory: 947 loss: 1.8060 2022/11/27 08:30:54 - mmengine - INFO - Epoch(train) [89][2300/5005] lr: 1.6099e-02 eta: 2:10:19 time: 0.0455 data_time: 0.0023 memory: 947 loss: 1.6536 2022/11/27 08:30:59 - mmengine - INFO - Epoch(train) [89][2400/5005] lr: 1.6080e-02 eta: 2:10:14 time: 0.0445 data_time: 0.0019 memory: 947 loss: 1.8135 2022/11/27 08:31:04 - mmengine - INFO - Epoch(train) [89][2500/5005] lr: 1.6061e-02 eta: 2:10:09 time: 0.0479 data_time: 0.0025 memory: 947 loss: 1.7727 2022/11/27 08:31:07 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:31:09 - mmengine - INFO - Epoch(train) [89][2600/5005] lr: 1.6041e-02 eta: 2:10:04 time: 0.0471 data_time: 0.0023 memory: 947 loss: 1.5802 2022/11/27 08:31:14 - mmengine - INFO - Epoch(train) [89][2700/5005] lr: 1.6022e-02 eta: 2:09:59 time: 0.0482 data_time: 0.0021 memory: 947 loss: 1.7556 2022/11/27 08:31:19 - mmengine - INFO - Epoch(train) [89][2800/5005] lr: 1.6003e-02 eta: 2:09:54 time: 0.0463 data_time: 0.0022 memory: 947 loss: 1.7364 2022/11/27 08:31:24 - mmengine - INFO - Epoch(train) [89][2900/5005] lr: 1.5984e-02 eta: 2:09:49 time: 0.0461 data_time: 0.0022 memory: 947 loss: 1.8228 2022/11/27 08:31:30 - mmengine - INFO - Epoch(train) [89][3000/5005] lr: 1.5965e-02 eta: 2:09:44 time: 0.0525 data_time: 0.0092 memory: 947 loss: 1.8134 2022/11/27 08:31:35 - mmengine - INFO - Epoch(train) [89][3100/5005] lr: 1.5946e-02 eta: 2:09:40 time: 0.0451 data_time: 0.0020 memory: 947 loss: 1.7575 2022/11/27 08:31:40 - mmengine - INFO - Epoch(train) [89][3200/5005] lr: 1.5926e-02 eta: 2:09:35 time: 0.0519 data_time: 0.0023 memory: 947 loss: 1.8848 2022/11/27 08:31:45 - mmengine - INFO - Epoch(train) [89][3300/5005] lr: 1.5907e-02 eta: 2:09:30 time: 0.0523 data_time: 0.0021 memory: 947 loss: 1.6019 2022/11/27 08:31:50 - mmengine - INFO - Epoch(train) [89][3400/5005] lr: 1.5888e-02 eta: 2:09:25 time: 0.0492 data_time: 0.0027 memory: 947 loss: 1.6554 2022/11/27 08:31:55 - mmengine - INFO - Epoch(train) [89][3500/5005] lr: 1.5869e-02 eta: 2:09:20 time: 0.0477 data_time: 0.0039 memory: 947 loss: 1.6429 2022/11/27 08:31:58 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:32:00 - mmengine - INFO - Epoch(train) [89][3600/5005] lr: 1.5850e-02 eta: 2:09:15 time: 0.0482 data_time: 0.0024 memory: 947 loss: 1.7726 2022/11/27 08:32:05 - mmengine - INFO - Epoch(train) [89][3700/5005] lr: 1.5831e-02 eta: 2:09:10 time: 0.0450 data_time: 0.0021 memory: 947 loss: 1.7902 2022/11/27 08:32:10 - mmengine - INFO - Epoch(train) [89][3800/5005] lr: 1.5812e-02 eta: 2:09:05 time: 0.0485 data_time: 0.0023 memory: 947 loss: 1.5875 2022/11/27 08:32:15 - mmengine - INFO - Epoch(train) [89][3900/5005] lr: 1.5793e-02 eta: 2:09:00 time: 0.0478 data_time: 0.0056 memory: 947 loss: 1.5327 2022/11/27 08:32:20 - mmengine - INFO - Epoch(train) [89][4000/5005] lr: 1.5774e-02 eta: 2:08:55 time: 0.0463 data_time: 0.0022 memory: 947 loss: 1.8103 2022/11/27 08:32:25 - mmengine - INFO - Epoch(train) [89][4100/5005] lr: 1.5755e-02 eta: 2:08:50 time: 0.0440 data_time: 0.0024 memory: 947 loss: 1.8368 2022/11/27 08:32:30 - mmengine - INFO - Epoch(train) [89][4200/5005] lr: 1.5735e-02 eta: 2:08:45 time: 0.0442 data_time: 0.0021 memory: 947 loss: 1.7062 2022/11/27 08:32:35 - mmengine - INFO - Epoch(train) [89][4300/5005] lr: 1.5716e-02 eta: 2:08:40 time: 0.0430 data_time: 0.0024 memory: 947 loss: 1.7633 2022/11/27 08:32:40 - mmengine - INFO - Epoch(train) [89][4400/5005] lr: 1.5697e-02 eta: 2:08:35 time: 0.0528 data_time: 0.0025 memory: 947 loss: 1.7485 2022/11/27 08:32:45 - mmengine - INFO - Epoch(train) [89][4500/5005] lr: 1.5678e-02 eta: 2:08:30 time: 0.0459 data_time: 0.0020 memory: 947 loss: 1.6184 2022/11/27 08:32:48 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:32:50 - mmengine - INFO - Epoch(train) [89][4600/5005] lr: 1.5659e-02 eta: 2:08:25 time: 0.0504 data_time: 0.0022 memory: 947 loss: 1.8631 2022/11/27 08:32:55 - mmengine - INFO - Epoch(train) [89][4700/5005] lr: 1.5640e-02 eta: 2:08:20 time: 0.0447 data_time: 0.0026 memory: 947 loss: 1.7011 2022/11/27 08:33:00 - mmengine - INFO - Epoch(train) [89][4800/5005] lr: 1.5621e-02 eta: 2:08:15 time: 0.0603 data_time: 0.0018 memory: 947 loss: 1.8483 2022/11/27 08:33:05 - mmengine - INFO - Epoch(train) [89][4900/5005] lr: 1.5602e-02 eta: 2:08:10 time: 0.0524 data_time: 0.0020 memory: 947 loss: 1.7170 2022/11/27 08:33:10 - mmengine - INFO - Epoch(train) [89][5000/5005] lr: 1.5583e-02 eta: 2:08:05 time: 0.0431 data_time: 0.0028 memory: 947 loss: 1.7408 2022/11/27 08:33:10 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:33:10 - mmengine - INFO - Saving checkpoint at 89 epochs 2022/11/27 08:33:15 - mmengine - INFO - Epoch(val) [89][100/196] eta: 0:00:03 time: 0.0387 data_time: 0.0275 memory: 947 2022/11/27 08:33:28 - mmengine - INFO - Epoch(val) [89][196/196] accuracy/top1: 65.4140 accuracy/top5: 86.3460 2022/11/27 08:33:33 - mmengine - INFO - Epoch(train) [90][ 100/5005] lr: 1.5563e-02 eta: 2:08:00 time: 0.0470 data_time: 0.0021 memory: 947 loss: 1.5083 2022/11/27 08:33:38 - mmengine - INFO - Epoch(train) [90][ 200/5005] lr: 1.5545e-02 eta: 2:07:55 time: 0.0503 data_time: 0.0023 memory: 947 loss: 1.8296 2022/11/27 08:33:44 - mmengine - INFO - Epoch(train) [90][ 300/5005] lr: 1.5526e-02 eta: 2:07:50 time: 0.0480 data_time: 0.0022 memory: 947 loss: 1.6567 2022/11/27 08:33:49 - mmengine - INFO - Epoch(train) [90][ 400/5005] lr: 1.5507e-02 eta: 2:07:45 time: 0.0475 data_time: 0.0019 memory: 947 loss: 1.5903 2022/11/27 08:33:53 - mmengine - INFO - Epoch(train) [90][ 500/5005] lr: 1.5488e-02 eta: 2:07:40 time: 0.0554 data_time: 0.0020 memory: 947 loss: 1.7399 2022/11/27 08:33:56 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:33:58 - mmengine - INFO - Epoch(train) [90][ 600/5005] lr: 1.5469e-02 eta: 2:07:35 time: 0.0481 data_time: 0.0021 memory: 947 loss: 1.6484 2022/11/27 08:34:04 - mmengine - INFO - Epoch(train) [90][ 700/5005] lr: 1.5450e-02 eta: 2:07:30 time: 0.0444 data_time: 0.0023 memory: 947 loss: 1.5894 2022/11/27 08:34:09 - mmengine - INFO - Epoch(train) [90][ 800/5005] lr: 1.5431e-02 eta: 2:07:25 time: 0.0443 data_time: 0.0021 memory: 947 loss: 1.8295 2022/11/27 08:34:14 - mmengine - INFO - Epoch(train) [90][ 900/5005] lr: 1.5412e-02 eta: 2:07:20 time: 0.0525 data_time: 0.0022 memory: 947 loss: 1.7608 2022/11/27 08:34:19 - mmengine - INFO - Epoch(train) [90][1000/5005] lr: 1.5393e-02 eta: 2:07:15 time: 0.0418 data_time: 0.0019 memory: 947 loss: 1.8868 2022/11/27 08:34:23 - mmengine - INFO - Epoch(train) [90][1100/5005] lr: 1.5374e-02 eta: 2:07:10 time: 0.0477 data_time: 0.0023 memory: 947 loss: 1.6144 2022/11/27 08:34:28 - mmengine - INFO - Epoch(train) [90][1200/5005] lr: 1.5355e-02 eta: 2:07:05 time: 0.0468 data_time: 0.0023 memory: 947 loss: 1.8629 2022/11/27 08:34:33 - mmengine - INFO - Epoch(train) [90][1300/5005] lr: 1.5337e-02 eta: 2:07:00 time: 0.0495 data_time: 0.0022 memory: 947 loss: 1.6725 2022/11/27 08:34:38 - mmengine - INFO - Epoch(train) [90][1400/5005] lr: 1.5318e-02 eta: 2:06:55 time: 0.0477 data_time: 0.0019 memory: 947 loss: 1.6235 2022/11/27 08:34:43 - mmengine - INFO - Epoch(train) [90][1500/5005] lr: 1.5299e-02 eta: 2:06:50 time: 0.0452 data_time: 0.0023 memory: 947 loss: 1.6627 2022/11/27 08:34:45 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:34:48 - mmengine - INFO - Epoch(train) [90][1600/5005] lr: 1.5280e-02 eta: 2:06:45 time: 0.0549 data_time: 0.0123 memory: 947 loss: 1.7074 2022/11/27 08:34:52 - mmengine - INFO - Epoch(train) [90][1700/5005] lr: 1.5261e-02 eta: 2:06:40 time: 0.0440 data_time: 0.0021 memory: 947 loss: 1.7835 2022/11/27 08:34:58 - mmengine - INFO - Epoch(train) [90][1800/5005] lr: 1.5243e-02 eta: 2:06:35 time: 0.0517 data_time: 0.0023 memory: 947 loss: 1.7743 2022/11/27 08:35:02 - mmengine - INFO - Epoch(train) [90][1900/5005] lr: 1.5224e-02 eta: 2:06:30 time: 0.0523 data_time: 0.0021 memory: 947 loss: 1.6558 2022/11/27 08:35:07 - mmengine - INFO - Epoch(train) [90][2000/5005] lr: 1.5205e-02 eta: 2:06:25 time: 0.0523 data_time: 0.0023 memory: 947 loss: 1.6129 2022/11/27 08:35:13 - mmengine - INFO - Epoch(train) [90][2100/5005] lr: 1.5186e-02 eta: 2:06:20 time: 0.0464 data_time: 0.0022 memory: 947 loss: 1.8196 2022/11/27 08:35:18 - mmengine - INFO - Epoch(train) [90][2200/5005] lr: 1.5167e-02 eta: 2:06:15 time: 0.0512 data_time: 0.0020 memory: 947 loss: 1.4991 2022/11/27 08:35:23 - mmengine - INFO - Epoch(train) [90][2300/5005] lr: 1.5149e-02 eta: 2:06:10 time: 0.0498 data_time: 0.0024 memory: 947 loss: 1.9257 2022/11/27 08:35:28 - mmengine - INFO - Epoch(train) [90][2400/5005] lr: 1.5130e-02 eta: 2:06:05 time: 0.0502 data_time: 0.0022 memory: 947 loss: 1.7917 2022/11/27 08:35:33 - mmengine - INFO - Epoch(train) [90][2500/5005] lr: 1.5111e-02 eta: 2:06:00 time: 0.0467 data_time: 0.0067 memory: 947 loss: 1.4790 2022/11/27 08:35:36 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:35:38 - mmengine - INFO - Epoch(train) [90][2600/5005] lr: 1.5092e-02 eta: 2:05:55 time: 0.0476 data_time: 0.0028 memory: 947 loss: 1.7450 2022/11/27 08:35:44 - mmengine - INFO - Epoch(train) [90][2700/5005] lr: 1.5074e-02 eta: 2:05:51 time: 0.0548 data_time: 0.0019 memory: 947 loss: 1.6399 2022/11/27 08:35:49 - mmengine - INFO - Epoch(train) [90][2800/5005] lr: 1.5055e-02 eta: 2:05:46 time: 0.0451 data_time: 0.0022 memory: 947 loss: 1.5592 2022/11/27 08:35:54 - mmengine - INFO - Epoch(train) [90][2900/5005] lr: 1.5036e-02 eta: 2:05:41 time: 0.0736 data_time: 0.0318 memory: 947 loss: 1.5867 2022/11/27 08:35:59 - mmengine - INFO - Epoch(train) [90][3000/5005] lr: 1.5018e-02 eta: 2:05:36 time: 0.0471 data_time: 0.0025 memory: 947 loss: 1.7752 2022/11/27 08:36:04 - mmengine - INFO - Epoch(train) [90][3100/5005] lr: 1.4999e-02 eta: 2:05:31 time: 0.0475 data_time: 0.0022 memory: 947 loss: 1.6589 2022/11/27 08:36:09 - mmengine - INFO - Epoch(train) [90][3200/5005] lr: 1.4980e-02 eta: 2:05:26 time: 0.0462 data_time: 0.0025 memory: 947 loss: 1.8140 2022/11/27 08:36:14 - mmengine - INFO - Epoch(train) [90][3300/5005] lr: 1.4962e-02 eta: 2:05:21 time: 0.0480 data_time: 0.0022 memory: 947 loss: 1.6524 2022/11/27 08:36:19 - mmengine - INFO - Epoch(train) [90][3400/5005] lr: 1.4943e-02 eta: 2:05:16 time: 0.0489 data_time: 0.0095 memory: 947 loss: 1.7851 2022/11/27 08:36:24 - mmengine - INFO - Epoch(train) [90][3500/5005] lr: 1.4924e-02 eta: 2:05:11 time: 0.0478 data_time: 0.0020 memory: 947 loss: 1.7182 2022/11/27 08:36:27 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:36:29 - mmengine - INFO - Epoch(train) [90][3600/5005] lr: 1.4906e-02 eta: 2:05:06 time: 0.0468 data_time: 0.0021 memory: 947 loss: 1.8011 2022/11/27 08:36:34 - mmengine - INFO - Epoch(train) [90][3700/5005] lr: 1.4887e-02 eta: 2:05:01 time: 0.0471 data_time: 0.0021 memory: 947 loss: 1.6202 2022/11/27 08:36:39 - mmengine - INFO - Epoch(train) [90][3800/5005] lr: 1.4868e-02 eta: 2:04:56 time: 0.0477 data_time: 0.0023 memory: 947 loss: 1.6822 2022/11/27 08:36:44 - mmengine - INFO - Epoch(train) [90][3900/5005] lr: 1.4850e-02 eta: 2:04:51 time: 0.0455 data_time: 0.0023 memory: 947 loss: 1.5719 2022/11/27 08:36:49 - mmengine - INFO - Epoch(train) [90][4000/5005] lr: 1.4831e-02 eta: 2:04:46 time: 0.0457 data_time: 0.0023 memory: 947 loss: 1.5517 2022/11/27 08:36:54 - mmengine - INFO - Epoch(train) [90][4100/5005] lr: 1.4813e-02 eta: 2:04:41 time: 0.0536 data_time: 0.0020 memory: 947 loss: 1.7487 2022/11/27 08:36:59 - mmengine - INFO - Epoch(train) [90][4200/5005] lr: 1.4794e-02 eta: 2:04:36 time: 0.0461 data_time: 0.0021 memory: 947 loss: 1.5765 2022/11/27 08:37:04 - mmengine - INFO - Epoch(train) [90][4300/5005] lr: 1.4775e-02 eta: 2:04:31 time: 0.0560 data_time: 0.0019 memory: 947 loss: 1.5231 2022/11/27 08:37:09 - mmengine - INFO - Epoch(train) [90][4400/5005] lr: 1.4757e-02 eta: 2:04:26 time: 0.0489 data_time: 0.0020 memory: 947 loss: 1.6301 2022/11/27 08:37:14 - mmengine - INFO - Epoch(train) [90][4500/5005] lr: 1.4738e-02 eta: 2:04:21 time: 0.0511 data_time: 0.0022 memory: 947 loss: 1.5778 2022/11/27 08:37:17 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:37:19 - mmengine - INFO - Epoch(train) [90][4600/5005] lr: 1.4720e-02 eta: 2:04:16 time: 0.0486 data_time: 0.0022 memory: 947 loss: 1.4360 2022/11/27 08:37:24 - mmengine - INFO - Epoch(train) [90][4700/5005] lr: 1.4701e-02 eta: 2:04:11 time: 0.0467 data_time: 0.0021 memory: 947 loss: 1.6865 2022/11/27 08:37:29 - mmengine - INFO - Epoch(train) [90][4800/5005] lr: 1.4683e-02 eta: 2:04:06 time: 0.0490 data_time: 0.0062 memory: 947 loss: 1.6457 2022/11/27 08:37:34 - mmengine - INFO - Epoch(train) [90][4900/5005] lr: 1.4664e-02 eta: 2:04:01 time: 0.0457 data_time: 0.0020 memory: 947 loss: 1.6750 2022/11/27 08:37:39 - mmengine - INFO - Epoch(train) [90][5000/5005] lr: 1.4646e-02 eta: 2:03:56 time: 0.0456 data_time: 0.0034 memory: 947 loss: 1.4977 2022/11/27 08:37:39 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:37:39 - mmengine - INFO - Saving checkpoint at 90 epochs 2022/11/27 08:37:44 - mmengine - INFO - Epoch(val) [90][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0250 memory: 947 2022/11/27 08:37:57 - mmengine - INFO - Epoch(val) [90][196/196] accuracy/top1: 65.7620 accuracy/top5: 86.5900 2022/11/27 08:38:03 - mmengine - INFO - Epoch(train) [91][ 100/5005] lr: 1.4626e-02 eta: 2:03:51 time: 0.0537 data_time: 0.0016 memory: 947 loss: 1.6226 2022/11/27 08:38:08 - mmengine - INFO - Epoch(train) [91][ 200/5005] lr: 1.4608e-02 eta: 2:03:46 time: 0.0462 data_time: 0.0018 memory: 947 loss: 1.7527 2022/11/27 08:38:12 - mmengine - INFO - Epoch(train) [91][ 300/5005] lr: 1.4589e-02 eta: 2:03:41 time: 0.0449 data_time: 0.0018 memory: 947 loss: 1.6450 2022/11/27 08:38:17 - mmengine - INFO - Epoch(train) [91][ 400/5005] lr: 1.4571e-02 eta: 2:03:36 time: 0.0466 data_time: 0.0016 memory: 947 loss: 1.8203 2022/11/27 08:38:22 - mmengine - INFO - Epoch(train) [91][ 500/5005] lr: 1.4552e-02 eta: 2:03:31 time: 0.0450 data_time: 0.0017 memory: 947 loss: 1.6360 2022/11/27 08:38:25 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:38:27 - mmengine - INFO - Epoch(train) [91][ 600/5005] lr: 1.4534e-02 eta: 2:03:26 time: 0.0447 data_time: 0.0016 memory: 947 loss: 1.7499 2022/11/27 08:38:32 - mmengine - INFO - Epoch(train) [91][ 700/5005] lr: 1.4516e-02 eta: 2:03:21 time: 0.0485 data_time: 0.0018 memory: 947 loss: 1.8515 2022/11/27 08:38:37 - mmengine - INFO - Epoch(train) [91][ 800/5005] lr: 1.4497e-02 eta: 2:03:16 time: 0.0458 data_time: 0.0024 memory: 947 loss: 1.4674 2022/11/27 08:38:42 - mmengine - INFO - Epoch(train) [91][ 900/5005] lr: 1.4479e-02 eta: 2:03:11 time: 0.0687 data_time: 0.0025 memory: 947 loss: 1.6052 2022/11/27 08:38:47 - mmengine - INFO - Epoch(train) [91][1000/5005] lr: 1.4460e-02 eta: 2:03:06 time: 0.0471 data_time: 0.0020 memory: 947 loss: 1.7500 2022/11/27 08:38:52 - mmengine - INFO - Epoch(train) [91][1100/5005] lr: 1.4442e-02 eta: 2:03:01 time: 0.0471 data_time: 0.0024 memory: 947 loss: 1.6185 2022/11/27 08:38:58 - mmengine - INFO - Epoch(train) [91][1200/5005] lr: 1.4424e-02 eta: 2:02:56 time: 0.0561 data_time: 0.0019 memory: 947 loss: 1.5251 2022/11/27 08:39:03 - mmengine - INFO - Epoch(train) [91][1300/5005] lr: 1.4405e-02 eta: 2:02:51 time: 0.0477 data_time: 0.0021 memory: 947 loss: 1.6519 2022/11/27 08:39:08 - mmengine - INFO - Epoch(train) [91][1400/5005] lr: 1.4387e-02 eta: 2:02:46 time: 0.0477 data_time: 0.0020 memory: 947 loss: 1.5079 2022/11/27 08:39:13 - mmengine - INFO - Epoch(train) [91][1500/5005] lr: 1.4369e-02 eta: 2:02:41 time: 0.0548 data_time: 0.0112 memory: 947 loss: 1.8832 2022/11/27 08:39:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:39:18 - mmengine - INFO - Epoch(train) [91][1600/5005] lr: 1.4350e-02 eta: 2:02:36 time: 0.0483 data_time: 0.0021 memory: 947 loss: 1.6127 2022/11/27 08:39:24 - mmengine - INFO - Epoch(train) [91][1700/5005] lr: 1.4332e-02 eta: 2:02:32 time: 0.0609 data_time: 0.0205 memory: 947 loss: 1.8118 2022/11/27 08:39:29 - mmengine - INFO - Epoch(train) [91][1800/5005] lr: 1.4314e-02 eta: 2:02:27 time: 0.0657 data_time: 0.0267 memory: 947 loss: 1.6965 2022/11/27 08:39:34 - mmengine - INFO - Epoch(train) [91][1900/5005] lr: 1.4295e-02 eta: 2:02:22 time: 0.0487 data_time: 0.0024 memory: 947 loss: 1.6036 2022/11/27 08:39:39 - mmengine - INFO - Epoch(train) [91][2000/5005] lr: 1.4277e-02 eta: 2:02:17 time: 0.0494 data_time: 0.0022 memory: 947 loss: 1.6358 2022/11/27 08:39:44 - mmengine - INFO - Epoch(train) [91][2100/5005] lr: 1.4259e-02 eta: 2:02:12 time: 0.0456 data_time: 0.0024 memory: 947 loss: 1.7202 2022/11/27 08:39:49 - mmengine - INFO - Epoch(train) [91][2200/5005] lr: 1.4240e-02 eta: 2:02:07 time: 0.0450 data_time: 0.0023 memory: 947 loss: 1.5828 2022/11/27 08:39:54 - mmengine - INFO - Epoch(train) [91][2300/5005] lr: 1.4222e-02 eta: 2:02:02 time: 0.0469 data_time: 0.0021 memory: 947 loss: 1.8080 2022/11/27 08:39:59 - mmengine - INFO - Epoch(train) [91][2400/5005] lr: 1.4204e-02 eta: 2:01:57 time: 0.0686 data_time: 0.0021 memory: 947 loss: 1.5149 2022/11/27 08:40:05 - mmengine - INFO - Epoch(train) [91][2500/5005] lr: 1.4186e-02 eta: 2:01:52 time: 0.0641 data_time: 0.0022 memory: 947 loss: 1.6963 2022/11/27 08:40:07 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:40:10 - mmengine - INFO - Epoch(train) [91][2600/5005] lr: 1.4167e-02 eta: 2:01:47 time: 0.0497 data_time: 0.0041 memory: 947 loss: 1.7995 2022/11/27 08:40:15 - mmengine - INFO - Epoch(train) [91][2700/5005] lr: 1.4149e-02 eta: 2:01:42 time: 0.0453 data_time: 0.0023 memory: 947 loss: 1.8268 2022/11/27 08:40:20 - mmengine - INFO - Epoch(train) [91][2800/5005] lr: 1.4131e-02 eta: 2:01:37 time: 0.0461 data_time: 0.0025 memory: 947 loss: 1.5995 2022/11/27 08:40:25 - mmengine - INFO - Epoch(train) [91][2900/5005] lr: 1.4113e-02 eta: 2:01:32 time: 0.0465 data_time: 0.0021 memory: 947 loss: 1.7085 2022/11/27 08:40:31 - mmengine - INFO - Epoch(train) [91][3000/5005] lr: 1.4094e-02 eta: 2:01:28 time: 0.0441 data_time: 0.0020 memory: 947 loss: 1.5609 2022/11/27 08:40:36 - mmengine - INFO - Epoch(train) [91][3100/5005] lr: 1.4076e-02 eta: 2:01:23 time: 0.0498 data_time: 0.0022 memory: 947 loss: 1.7795 2022/11/27 08:40:41 - mmengine - INFO - Epoch(train) [91][3200/5005] lr: 1.4058e-02 eta: 2:01:18 time: 0.0438 data_time: 0.0027 memory: 947 loss: 1.9040 2022/11/27 08:40:45 - mmengine - INFO - Epoch(train) [91][3300/5005] lr: 1.4040e-02 eta: 2:01:13 time: 0.0499 data_time: 0.0026 memory: 947 loss: 1.6572 2022/11/27 08:40:50 - mmengine - INFO - Epoch(train) [91][3400/5005] lr: 1.4022e-02 eta: 2:01:08 time: 0.0482 data_time: 0.0030 memory: 947 loss: 1.7180 2022/11/27 08:40:55 - mmengine - INFO - Epoch(train) [91][3500/5005] lr: 1.4004e-02 eta: 2:01:03 time: 0.0552 data_time: 0.0023 memory: 947 loss: 1.6744 2022/11/27 08:40:58 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:41:00 - mmengine - INFO - Epoch(train) [91][3600/5005] lr: 1.3985e-02 eta: 2:00:58 time: 0.0547 data_time: 0.0021 memory: 947 loss: 1.7813 2022/11/27 08:41:06 - mmengine - INFO - Epoch(train) [91][3700/5005] lr: 1.3967e-02 eta: 2:00:53 time: 0.0546 data_time: 0.0021 memory: 947 loss: 1.4241 2022/11/27 08:41:11 - mmengine - INFO - Epoch(train) [91][3800/5005] lr: 1.3949e-02 eta: 2:00:48 time: 0.0465 data_time: 0.0021 memory: 947 loss: 1.4339 2022/11/27 08:41:16 - mmengine - INFO - Epoch(train) [91][3900/5005] lr: 1.3931e-02 eta: 2:00:43 time: 0.0509 data_time: 0.0021 memory: 947 loss: 1.8516 2022/11/27 08:41:21 - mmengine - INFO - Epoch(train) [91][4000/5005] lr: 1.3913e-02 eta: 2:00:38 time: 0.0463 data_time: 0.0025 memory: 947 loss: 1.6665 2022/11/27 08:41:26 - mmengine - INFO - Epoch(train) [91][4100/5005] lr: 1.3895e-02 eta: 2:00:33 time: 0.0463 data_time: 0.0028 memory: 947 loss: 1.6122 2022/11/27 08:41:31 - mmengine - INFO - Epoch(train) [91][4200/5005] lr: 1.3877e-02 eta: 2:00:28 time: 0.0463 data_time: 0.0024 memory: 947 loss: 1.6385 2022/11/27 08:41:36 - mmengine - INFO - Epoch(train) [91][4300/5005] lr: 1.3859e-02 eta: 2:00:23 time: 0.0468 data_time: 0.0021 memory: 947 loss: 1.7409 2022/11/27 08:41:41 - mmengine - INFO - Epoch(train) [91][4400/5005] lr: 1.3841e-02 eta: 2:00:18 time: 0.0455 data_time: 0.0026 memory: 947 loss: 1.8162 2022/11/27 08:41:46 - mmengine - INFO - Epoch(train) [91][4500/5005] lr: 1.3823e-02 eta: 2:00:13 time: 0.0472 data_time: 0.0024 memory: 947 loss: 1.7463 2022/11/27 08:41:49 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:41:52 - mmengine - INFO - Epoch(train) [91][4600/5005] lr: 1.3804e-02 eta: 2:00:08 time: 0.0471 data_time: 0.0020 memory: 947 loss: 1.6727 2022/11/27 08:41:57 - mmengine - INFO - Epoch(train) [91][4700/5005] lr: 1.3786e-02 eta: 2:00:03 time: 0.0472 data_time: 0.0024 memory: 947 loss: 1.6782 2022/11/27 08:42:02 - mmengine - INFO - Epoch(train) [91][4800/5005] lr: 1.3768e-02 eta: 1:59:58 time: 0.0498 data_time: 0.0105 memory: 947 loss: 1.5823 2022/11/27 08:42:07 - mmengine - INFO - Epoch(train) [91][4900/5005] lr: 1.3750e-02 eta: 1:59:53 time: 0.0489 data_time: 0.0020 memory: 947 loss: 1.5530 2022/11/27 08:42:12 - mmengine - INFO - Epoch(train) [91][5000/5005] lr: 1.3732e-02 eta: 1:59:49 time: 0.0428 data_time: 0.0028 memory: 947 loss: 1.5674 2022/11/27 08:42:13 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:42:13 - mmengine - INFO - Saving checkpoint at 91 epochs 2022/11/27 08:42:17 - mmengine - INFO - Epoch(val) [91][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0249 memory: 947 2022/11/27 08:42:30 - mmengine - INFO - Epoch(val) [91][196/196] accuracy/top1: 65.8900 accuracy/top5: 86.8340 2022/11/27 08:42:36 - mmengine - INFO - Epoch(train) [92][ 100/5005] lr: 1.3713e-02 eta: 1:59:43 time: 0.0490 data_time: 0.0023 memory: 947 loss: 1.6332 2022/11/27 08:42:41 - mmengine - INFO - Epoch(train) [92][ 200/5005] lr: 1.3695e-02 eta: 1:59:39 time: 0.0474 data_time: 0.0023 memory: 947 loss: 1.6003 2022/11/27 08:42:46 - mmengine - INFO - Epoch(train) [92][ 300/5005] lr: 1.3677e-02 eta: 1:59:34 time: 0.0524 data_time: 0.0022 memory: 947 loss: 1.6148 2022/11/27 08:42:51 - mmengine - INFO - Epoch(train) [92][ 400/5005] lr: 1.3660e-02 eta: 1:59:29 time: 0.0459 data_time: 0.0020 memory: 947 loss: 1.5936 2022/11/27 08:42:56 - mmengine - INFO - Epoch(train) [92][ 500/5005] lr: 1.3642e-02 eta: 1:59:24 time: 0.0456 data_time: 0.0023 memory: 947 loss: 1.6434 2022/11/27 08:42:59 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:43:01 - mmengine - INFO - Epoch(train) [92][ 600/5005] lr: 1.3624e-02 eta: 1:59:19 time: 0.0482 data_time: 0.0022 memory: 947 loss: 1.5989 2022/11/27 08:43:07 - mmengine - INFO - Epoch(train) [92][ 700/5005] lr: 1.3606e-02 eta: 1:59:14 time: 0.0489 data_time: 0.0023 memory: 947 loss: 1.7594 2022/11/27 08:43:12 - mmengine - INFO - Epoch(train) [92][ 800/5005] lr: 1.3588e-02 eta: 1:59:09 time: 0.0452 data_time: 0.0022 memory: 947 loss: 1.3734 2022/11/27 08:43:17 - mmengine - INFO - Epoch(train) [92][ 900/5005] lr: 1.3570e-02 eta: 1:59:04 time: 0.0456 data_time: 0.0021 memory: 947 loss: 1.6276 2022/11/27 08:43:22 - mmengine - INFO - Epoch(train) [92][1000/5005] lr: 1.3552e-02 eta: 1:58:59 time: 0.0463 data_time: 0.0024 memory: 947 loss: 1.8008 2022/11/27 08:43:27 - mmengine - INFO - Epoch(train) [92][1100/5005] lr: 1.3534e-02 eta: 1:58:54 time: 0.0512 data_time: 0.0020 memory: 947 loss: 1.7094 2022/11/27 08:43:32 - mmengine - INFO - Epoch(train) [92][1200/5005] lr: 1.3516e-02 eta: 1:58:49 time: 0.0608 data_time: 0.0020 memory: 947 loss: 1.6787 2022/11/27 08:43:37 - mmengine - INFO - Epoch(train) [92][1300/5005] lr: 1.3498e-02 eta: 1:58:44 time: 0.0460 data_time: 0.0024 memory: 947 loss: 1.5914 2022/11/27 08:43:42 - mmengine - INFO - Epoch(train) [92][1400/5005] lr: 1.3480e-02 eta: 1:58:39 time: 0.0430 data_time: 0.0050 memory: 947 loss: 1.5281 2022/11/27 08:43:47 - mmengine - INFO - Epoch(train) [92][1500/5005] lr: 1.3463e-02 eta: 1:58:34 time: 0.0513 data_time: 0.0022 memory: 947 loss: 1.7035 2022/11/27 08:43:49 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:43:52 - mmengine - INFO - Epoch(train) [92][1600/5005] lr: 1.3445e-02 eta: 1:58:29 time: 0.0498 data_time: 0.0019 memory: 947 loss: 1.8628 2022/11/27 08:43:57 - mmengine - INFO - Epoch(train) [92][1700/5005] lr: 1.3427e-02 eta: 1:58:24 time: 0.0450 data_time: 0.0023 memory: 947 loss: 1.7482 2022/11/27 08:44:02 - mmengine - INFO - Epoch(train) [92][1800/5005] lr: 1.3409e-02 eta: 1:58:19 time: 0.0450 data_time: 0.0020 memory: 947 loss: 1.6190 2022/11/27 08:44:07 - mmengine - INFO - Epoch(train) [92][1900/5005] lr: 1.3391e-02 eta: 1:58:14 time: 0.0473 data_time: 0.0026 memory: 947 loss: 1.5569 2022/11/27 08:44:12 - mmengine - INFO - Epoch(train) [92][2000/5005] lr: 1.3373e-02 eta: 1:58:09 time: 0.0510 data_time: 0.0026 memory: 947 loss: 1.6802 2022/11/27 08:44:17 - mmengine - INFO - Epoch(train) [92][2100/5005] lr: 1.3356e-02 eta: 1:58:04 time: 0.0462 data_time: 0.0022 memory: 947 loss: 1.6199 2022/11/27 08:44:22 - mmengine - INFO - Epoch(train) [92][2200/5005] lr: 1.3338e-02 eta: 1:57:59 time: 0.0473 data_time: 0.0024 memory: 947 loss: 1.8462 2022/11/27 08:44:27 - mmengine - INFO - Epoch(train) [92][2300/5005] lr: 1.3320e-02 eta: 1:57:54 time: 0.0433 data_time: 0.0046 memory: 947 loss: 1.4847 2022/11/27 08:44:33 - mmengine - INFO - Epoch(train) [92][2400/5005] lr: 1.3302e-02 eta: 1:57:49 time: 0.0463 data_time: 0.0022 memory: 947 loss: 1.6089 2022/11/27 08:44:37 - mmengine - INFO - Epoch(train) [92][2500/5005] lr: 1.3284e-02 eta: 1:57:44 time: 0.0462 data_time: 0.0021 memory: 947 loss: 1.4699 2022/11/27 08:44:40 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:44:43 - mmengine - INFO - Epoch(train) [92][2600/5005] lr: 1.3267e-02 eta: 1:57:40 time: 0.0474 data_time: 0.0027 memory: 947 loss: 1.7080 2022/11/27 08:44:48 - mmengine - INFO - Epoch(train) [92][2700/5005] lr: 1.3249e-02 eta: 1:57:35 time: 0.0524 data_time: 0.0030 memory: 947 loss: 1.7103 2022/11/27 08:44:53 - mmengine - INFO - Epoch(train) [92][2800/5005] lr: 1.3231e-02 eta: 1:57:30 time: 0.0506 data_time: 0.0021 memory: 947 loss: 1.6636 2022/11/27 08:44:58 - mmengine - INFO - Epoch(train) [92][2900/5005] lr: 1.3214e-02 eta: 1:57:25 time: 0.0562 data_time: 0.0026 memory: 947 loss: 1.6670 2022/11/27 08:45:02 - mmengine - INFO - Epoch(train) [92][3000/5005] lr: 1.3196e-02 eta: 1:57:20 time: 0.0462 data_time: 0.0022 memory: 947 loss: 1.5794 2022/11/27 08:45:07 - mmengine - INFO - Epoch(train) [92][3100/5005] lr: 1.3178e-02 eta: 1:57:15 time: 0.0454 data_time: 0.0023 memory: 947 loss: 1.6221 2022/11/27 08:45:13 - mmengine - INFO - Epoch(train) [92][3200/5005] lr: 1.3160e-02 eta: 1:57:10 time: 0.0469 data_time: 0.0030 memory: 947 loss: 1.6969 2022/11/27 08:45:18 - mmengine - INFO - Epoch(train) [92][3300/5005] lr: 1.3143e-02 eta: 1:57:05 time: 0.0585 data_time: 0.0145 memory: 947 loss: 1.7383 2022/11/27 08:45:23 - mmengine - INFO - Epoch(train) [92][3400/5005] lr: 1.3125e-02 eta: 1:57:00 time: 0.0522 data_time: 0.0027 memory: 947 loss: 1.8180 2022/11/27 08:45:28 - mmengine - INFO - Epoch(train) [92][3500/5005] lr: 1.3107e-02 eta: 1:56:55 time: 0.0449 data_time: 0.0025 memory: 947 loss: 1.7327 2022/11/27 08:45:30 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:45:33 - mmengine - INFO - Epoch(train) [92][3600/5005] lr: 1.3090e-02 eta: 1:56:50 time: 0.0441 data_time: 0.0024 memory: 947 loss: 1.4925 2022/11/27 08:45:38 - mmengine - INFO - Epoch(train) [92][3700/5005] lr: 1.3072e-02 eta: 1:56:45 time: 0.0467 data_time: 0.0024 memory: 947 loss: 1.6528 2022/11/27 08:45:43 - mmengine - INFO - Epoch(train) [92][3800/5005] lr: 1.3055e-02 eta: 1:56:40 time: 0.0460 data_time: 0.0019 memory: 947 loss: 1.8103 2022/11/27 08:45:48 - mmengine - INFO - Epoch(train) [92][3900/5005] lr: 1.3037e-02 eta: 1:56:35 time: 0.0729 data_time: 0.0020 memory: 947 loss: 1.5784 2022/11/27 08:45:53 - mmengine - INFO - Epoch(train) [92][4000/5005] lr: 1.3019e-02 eta: 1:56:30 time: 0.0454 data_time: 0.0020 memory: 947 loss: 1.6748 2022/11/27 08:45:58 - mmengine - INFO - Epoch(train) [92][4100/5005] lr: 1.3002e-02 eta: 1:56:25 time: 0.0455 data_time: 0.0024 memory: 947 loss: 1.7785 2022/11/27 08:46:03 - mmengine - INFO - Epoch(train) [92][4200/5005] lr: 1.2984e-02 eta: 1:56:20 time: 0.0563 data_time: 0.0019 memory: 947 loss: 1.9537 2022/11/27 08:46:08 - mmengine - INFO - Epoch(train) [92][4300/5005] lr: 1.2967e-02 eta: 1:56:15 time: 0.0445 data_time: 0.0023 memory: 947 loss: 1.6757 2022/11/27 08:46:13 - mmengine - INFO - Epoch(train) [92][4400/5005] lr: 1.2949e-02 eta: 1:56:10 time: 0.0438 data_time: 0.0026 memory: 947 loss: 1.5001 2022/11/27 08:46:18 - mmengine - INFO - Epoch(train) [92][4500/5005] lr: 1.2931e-02 eta: 1:56:05 time: 0.0472 data_time: 0.0023 memory: 947 loss: 1.5993 2022/11/27 08:46:20 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:46:23 - mmengine - INFO - Epoch(train) [92][4600/5005] lr: 1.2914e-02 eta: 1:56:00 time: 0.0429 data_time: 0.0021 memory: 947 loss: 1.5990 2022/11/27 08:46:28 - mmengine - INFO - Epoch(train) [92][4700/5005] lr: 1.2896e-02 eta: 1:55:55 time: 0.0474 data_time: 0.0022 memory: 947 loss: 1.7630 2022/11/27 08:46:33 - mmengine - INFO - Epoch(train) [92][4800/5005] lr: 1.2879e-02 eta: 1:55:50 time: 0.0501 data_time: 0.0021 memory: 947 loss: 1.6599 2022/11/27 08:46:38 - mmengine - INFO - Epoch(train) [92][4900/5005] lr: 1.2861e-02 eta: 1:55:45 time: 0.0453 data_time: 0.0026 memory: 947 loss: 1.6417 2022/11/27 08:46:43 - mmengine - INFO - Epoch(train) [92][5000/5005] lr: 1.2844e-02 eta: 1:55:40 time: 0.0446 data_time: 0.0068 memory: 947 loss: 1.5516 2022/11/27 08:46:43 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:46:43 - mmengine - INFO - Saving checkpoint at 92 epochs 2022/11/27 08:46:48 - mmengine - INFO - Epoch(val) [92][100/196] eta: 0:00:03 time: 0.0406 data_time: 0.0297 memory: 947 2022/11/27 08:47:01 - mmengine - INFO - Epoch(val) [92][196/196] accuracy/top1: 66.3160 accuracy/top5: 87.0740 2022/11/27 08:47:06 - mmengine - INFO - Epoch(train) [93][ 100/5005] lr: 1.2825e-02 eta: 1:55:35 time: 0.0493 data_time: 0.0022 memory: 947 loss: 1.4609 2022/11/27 08:47:11 - mmengine - INFO - Epoch(train) [93][ 200/5005] lr: 1.2808e-02 eta: 1:55:30 time: 0.0502 data_time: 0.0020 memory: 947 loss: 1.4746 2022/11/27 08:47:16 - mmengine - INFO - Epoch(train) [93][ 300/5005] lr: 1.2790e-02 eta: 1:55:25 time: 0.0457 data_time: 0.0022 memory: 947 loss: 1.6895 2022/11/27 08:47:21 - mmengine - INFO - Epoch(train) [93][ 400/5005] lr: 1.2773e-02 eta: 1:55:20 time: 0.0462 data_time: 0.0022 memory: 947 loss: 1.4871 2022/11/27 08:47:27 - mmengine - INFO - Epoch(train) [93][ 500/5005] lr: 1.2756e-02 eta: 1:55:15 time: 0.0464 data_time: 0.0024 memory: 947 loss: 1.4684 2022/11/27 08:47:29 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:47:32 - mmengine - INFO - Epoch(train) [93][ 600/5005] lr: 1.2738e-02 eta: 1:55:10 time: 0.0573 data_time: 0.0023 memory: 947 loss: 1.6455 2022/11/27 08:47:37 - mmengine - INFO - Epoch(train) [93][ 700/5005] lr: 1.2721e-02 eta: 1:55:05 time: 0.0455 data_time: 0.0020 memory: 947 loss: 1.4758 2022/11/27 08:47:42 - mmengine - INFO - Epoch(train) [93][ 800/5005] lr: 1.2703e-02 eta: 1:55:00 time: 0.0557 data_time: 0.0022 memory: 947 loss: 1.6883 2022/11/27 08:47:47 - mmengine - INFO - Epoch(train) [93][ 900/5005] lr: 1.2686e-02 eta: 1:54:55 time: 0.0463 data_time: 0.0020 memory: 947 loss: 1.6971 2022/11/27 08:47:52 - mmengine - INFO - Epoch(train) [93][1000/5005] lr: 1.2668e-02 eta: 1:54:51 time: 0.0465 data_time: 0.0022 memory: 947 loss: 1.5965 2022/11/27 08:47:57 - mmengine - INFO - Epoch(train) [93][1100/5005] lr: 1.2651e-02 eta: 1:54:46 time: 0.0454 data_time: 0.0020 memory: 947 loss: 1.7400 2022/11/27 08:48:02 - mmengine - INFO - Epoch(train) [93][1200/5005] lr: 1.2634e-02 eta: 1:54:41 time: 0.0445 data_time: 0.0022 memory: 947 loss: 1.4146 2022/11/27 08:48:07 - mmengine - INFO - Epoch(train) [93][1300/5005] lr: 1.2616e-02 eta: 1:54:36 time: 0.0464 data_time: 0.0023 memory: 947 loss: 1.6984 2022/11/27 08:48:13 - mmengine - INFO - Epoch(train) [93][1400/5005] lr: 1.2599e-02 eta: 1:54:31 time: 0.0460 data_time: 0.0025 memory: 947 loss: 1.7427 2022/11/27 08:48:18 - mmengine - INFO - Epoch(train) [93][1500/5005] lr: 1.2582e-02 eta: 1:54:26 time: 0.0473 data_time: 0.0023 memory: 947 loss: 1.5979 2022/11/27 08:48:19 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:48:22 - mmengine - INFO - Epoch(train) [93][1600/5005] lr: 1.2564e-02 eta: 1:54:21 time: 0.0483 data_time: 0.0024 memory: 947 loss: 1.4762 2022/11/27 08:48:28 - mmengine - INFO - Epoch(train) [93][1700/5005] lr: 1.2547e-02 eta: 1:54:16 time: 0.0469 data_time: 0.0023 memory: 947 loss: 1.5830 2022/11/27 08:48:33 - mmengine - INFO - Epoch(train) [93][1800/5005] lr: 1.2530e-02 eta: 1:54:11 time: 0.0438 data_time: 0.0021 memory: 947 loss: 1.6462 2022/11/27 08:48:38 - mmengine - INFO - Epoch(train) [93][1900/5005] lr: 1.2512e-02 eta: 1:54:06 time: 0.0465 data_time: 0.0025 memory: 947 loss: 1.6033 2022/11/27 08:48:43 - mmengine - INFO - Epoch(train) [93][2000/5005] lr: 1.2495e-02 eta: 1:54:01 time: 0.0453 data_time: 0.0025 memory: 947 loss: 1.6663 2022/11/27 08:48:48 - mmengine - INFO - Epoch(train) [93][2100/5005] lr: 1.2478e-02 eta: 1:53:56 time: 0.0494 data_time: 0.0022 memory: 947 loss: 1.5420 2022/11/27 08:48:53 - mmengine - INFO - Epoch(train) [93][2200/5005] lr: 1.2460e-02 eta: 1:53:51 time: 0.0485 data_time: 0.0022 memory: 947 loss: 1.5958 2022/11/27 08:48:58 - mmengine - INFO - Epoch(train) [93][2300/5005] lr: 1.2443e-02 eta: 1:53:46 time: 0.0456 data_time: 0.0024 memory: 947 loss: 1.5136 2022/11/27 08:49:04 - mmengine - INFO - Epoch(train) [93][2400/5005] lr: 1.2426e-02 eta: 1:53:41 time: 0.0464 data_time: 0.0023 memory: 947 loss: 1.7272 2022/11/27 08:49:09 - mmengine - INFO - Epoch(train) [93][2500/5005] lr: 1.2409e-02 eta: 1:53:36 time: 0.0537 data_time: 0.0023 memory: 947 loss: 1.5028 2022/11/27 08:49:11 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:49:14 - mmengine - INFO - Epoch(train) [93][2600/5005] lr: 1.2391e-02 eta: 1:53:31 time: 0.0454 data_time: 0.0021 memory: 947 loss: 1.4684 2022/11/27 08:49:19 - mmengine - INFO - Epoch(train) [93][2700/5005] lr: 1.2374e-02 eta: 1:53:26 time: 0.0502 data_time: 0.0021 memory: 947 loss: 1.6271 2022/11/27 08:49:24 - mmengine - INFO - Epoch(train) [93][2800/5005] lr: 1.2357e-02 eta: 1:53:21 time: 0.0440 data_time: 0.0021 memory: 947 loss: 1.4693 2022/11/27 08:49:29 - mmengine - INFO - Epoch(train) [93][2900/5005] lr: 1.2340e-02 eta: 1:53:17 time: 0.0599 data_time: 0.0022 memory: 947 loss: 1.7858 2022/11/27 08:49:35 - mmengine - INFO - Epoch(train) [93][3000/5005] lr: 1.2323e-02 eta: 1:53:12 time: 0.0556 data_time: 0.0022 memory: 947 loss: 1.6386 2022/11/27 08:49:40 - mmengine - INFO - Epoch(train) [93][3100/5005] lr: 1.2305e-02 eta: 1:53:07 time: 0.0499 data_time: 0.0021 memory: 947 loss: 1.8236 2022/11/27 08:49:45 - mmengine - INFO - Epoch(train) [93][3200/5005] lr: 1.2288e-02 eta: 1:53:02 time: 0.0519 data_time: 0.0022 memory: 947 loss: 1.7012 2022/11/27 08:49:50 - mmengine - INFO - Epoch(train) [93][3300/5005] lr: 1.2271e-02 eta: 1:52:57 time: 0.0512 data_time: 0.0019 memory: 947 loss: 1.5089 2022/11/27 08:49:55 - mmengine - INFO - Epoch(train) [93][3400/5005] lr: 1.2254e-02 eta: 1:52:52 time: 0.0476 data_time: 0.0022 memory: 947 loss: 1.4501 2022/11/27 08:50:00 - mmengine - INFO - Epoch(train) [93][3500/5005] lr: 1.2237e-02 eta: 1:52:47 time: 0.0462 data_time: 0.0022 memory: 947 loss: 1.6307 2022/11/27 08:50:02 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:50:05 - mmengine - INFO - Epoch(train) [93][3600/5005] lr: 1.2220e-02 eta: 1:52:42 time: 0.0458 data_time: 0.0025 memory: 947 loss: 1.5373 2022/11/27 08:50:10 - mmengine - INFO - Epoch(train) [93][3700/5005] lr: 1.2202e-02 eta: 1:52:37 time: 0.0460 data_time: 0.0020 memory: 947 loss: 1.7037 2022/11/27 08:50:15 - mmengine - INFO - Epoch(train) [93][3800/5005] lr: 1.2185e-02 eta: 1:52:32 time: 0.0467 data_time: 0.0025 memory: 947 loss: 1.8957 2022/11/27 08:50:20 - mmengine - INFO - Epoch(train) [93][3900/5005] lr: 1.2168e-02 eta: 1:52:27 time: 0.0619 data_time: 0.0022 memory: 947 loss: 1.6986 2022/11/27 08:50:25 - mmengine - INFO - Epoch(train) [93][4000/5005] lr: 1.2151e-02 eta: 1:52:22 time: 0.0548 data_time: 0.0019 memory: 947 loss: 1.8014 2022/11/27 08:50:30 - mmengine - INFO - Epoch(train) [93][4100/5005] lr: 1.2134e-02 eta: 1:52:17 time: 0.0473 data_time: 0.0020 memory: 947 loss: 1.6023 2022/11/27 08:50:35 - mmengine - INFO - Epoch(train) [93][4200/5005] lr: 1.2117e-02 eta: 1:52:12 time: 0.0465 data_time: 0.0023 memory: 947 loss: 1.5609 2022/11/27 08:50:40 - mmengine - INFO - Epoch(train) [93][4300/5005] lr: 1.2100e-02 eta: 1:52:07 time: 0.0448 data_time: 0.0020 memory: 947 loss: 1.6644 2022/11/27 08:50:45 - mmengine - INFO - Epoch(train) [93][4400/5005] lr: 1.2083e-02 eta: 1:52:02 time: 0.0461 data_time: 0.0023 memory: 947 loss: 1.4637 2022/11/27 08:50:50 - mmengine - INFO - Epoch(train) [93][4500/5005] lr: 1.2066e-02 eta: 1:51:57 time: 0.0477 data_time: 0.0019 memory: 947 loss: 1.6599 2022/11/27 08:50:52 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:50:55 - mmengine - INFO - Epoch(train) [93][4600/5005] lr: 1.2049e-02 eta: 1:51:52 time: 0.0460 data_time: 0.0020 memory: 947 loss: 1.7171 2022/11/27 08:51:00 - mmengine - INFO - Epoch(train) [93][4700/5005] lr: 1.2032e-02 eta: 1:51:47 time: 0.0422 data_time: 0.0022 memory: 947 loss: 1.5318 2022/11/27 08:51:05 - mmengine - INFO - Epoch(train) [93][4800/5005] lr: 1.2015e-02 eta: 1:51:42 time: 0.0440 data_time: 0.0021 memory: 947 loss: 1.5057 2022/11/27 08:51:10 - mmengine - INFO - Epoch(train) [93][4900/5005] lr: 1.1998e-02 eta: 1:51:37 time: 0.0452 data_time: 0.0024 memory: 947 loss: 1.5161 2022/11/27 08:51:15 - mmengine - INFO - Epoch(train) [93][5000/5005] lr: 1.1981e-02 eta: 1:51:32 time: 0.0452 data_time: 0.0028 memory: 947 loss: 1.5581 2022/11/27 08:51:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:51:15 - mmengine - INFO - Saving checkpoint at 93 epochs 2022/11/27 08:51:19 - mmengine - INFO - Epoch(val) [93][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0239 memory: 947 2022/11/27 08:51:33 - mmengine - INFO - Epoch(val) [93][196/196] accuracy/top1: 66.6060 accuracy/top5: 87.3220 2022/11/27 08:51:38 - mmengine - INFO - Epoch(train) [94][ 100/5005] lr: 1.1963e-02 eta: 1:51:27 time: 0.0452 data_time: 0.0022 memory: 947 loss: 1.7764 2022/11/27 08:51:43 - mmengine - INFO - Epoch(train) [94][ 200/5005] lr: 1.1946e-02 eta: 1:51:22 time: 0.0479 data_time: 0.0023 memory: 947 loss: 1.5634 2022/11/27 08:51:48 - mmengine - INFO - Epoch(train) [94][ 300/5005] lr: 1.1929e-02 eta: 1:51:17 time: 0.0492 data_time: 0.0025 memory: 947 loss: 1.6227 2022/11/27 08:51:53 - mmengine - INFO - Epoch(train) [94][ 400/5005] lr: 1.1912e-02 eta: 1:51:12 time: 0.0548 data_time: 0.0021 memory: 947 loss: 1.5079 2022/11/27 08:51:59 - mmengine - INFO - Epoch(train) [94][ 500/5005] lr: 1.1895e-02 eta: 1:51:07 time: 0.0465 data_time: 0.0024 memory: 947 loss: 1.5830 2022/11/27 08:52:00 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:52:04 - mmengine - INFO - Epoch(train) [94][ 600/5005] lr: 1.1878e-02 eta: 1:51:02 time: 0.0488 data_time: 0.0024 memory: 947 loss: 1.5476 2022/11/27 08:52:09 - mmengine - INFO - Epoch(train) [94][ 700/5005] lr: 1.1861e-02 eta: 1:50:57 time: 0.0462 data_time: 0.0021 memory: 947 loss: 1.6025 2022/11/27 08:52:14 - mmengine - INFO - Epoch(train) [94][ 800/5005] lr: 1.1844e-02 eta: 1:50:52 time: 0.0616 data_time: 0.0020 memory: 947 loss: 1.6665 2022/11/27 08:52:19 - mmengine - INFO - Epoch(train) [94][ 900/5005] lr: 1.1827e-02 eta: 1:50:47 time: 0.0443 data_time: 0.0022 memory: 947 loss: 1.5949 2022/11/27 08:52:24 - mmengine - INFO - Epoch(train) [94][1000/5005] lr: 1.1811e-02 eta: 1:50:42 time: 0.0463 data_time: 0.0020 memory: 947 loss: 1.4470 2022/11/27 08:52:29 - mmengine - INFO - Epoch(train) [94][1100/5005] lr: 1.1794e-02 eta: 1:50:37 time: 0.0470 data_time: 0.0024 memory: 947 loss: 1.6542 2022/11/27 08:52:34 - mmengine - INFO - Epoch(train) [94][1200/5005] lr: 1.1777e-02 eta: 1:50:33 time: 0.0473 data_time: 0.0025 memory: 947 loss: 1.5217 2022/11/27 08:52:39 - mmengine - INFO - Epoch(train) [94][1300/5005] lr: 1.1760e-02 eta: 1:50:28 time: 0.0492 data_time: 0.0023 memory: 947 loss: 1.6689 2022/11/27 08:52:44 - mmengine - INFO - Epoch(train) [94][1400/5005] lr: 1.1743e-02 eta: 1:50:23 time: 0.0476 data_time: 0.0022 memory: 947 loss: 1.5988 2022/11/27 08:52:49 - mmengine - INFO - Epoch(train) [94][1500/5005] lr: 1.1726e-02 eta: 1:50:18 time: 0.0475 data_time: 0.0023 memory: 947 loss: 1.5435 2022/11/27 08:52:51 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:52:54 - mmengine - INFO - Epoch(train) [94][1600/5005] lr: 1.1709e-02 eta: 1:50:13 time: 0.0485 data_time: 0.0023 memory: 947 loss: 1.5782 2022/11/27 08:52:59 - mmengine - INFO - Epoch(train) [94][1700/5005] lr: 1.1693e-02 eta: 1:50:08 time: 0.0524 data_time: 0.0025 memory: 947 loss: 1.4425 2022/11/27 08:53:04 - mmengine - INFO - Epoch(train) [94][1800/5005] lr: 1.1676e-02 eta: 1:50:03 time: 0.0485 data_time: 0.0027 memory: 947 loss: 1.5650 2022/11/27 08:53:09 - mmengine - INFO - Epoch(train) [94][1900/5005] lr: 1.1659e-02 eta: 1:49:58 time: 0.0514 data_time: 0.0024 memory: 947 loss: 1.7455 2022/11/27 08:53:14 - mmengine - INFO - Epoch(train) [94][2000/5005] lr: 1.1642e-02 eta: 1:49:53 time: 0.0429 data_time: 0.0023 memory: 947 loss: 1.6286 2022/11/27 08:53:19 - mmengine - INFO - Epoch(train) [94][2100/5005] lr: 1.1625e-02 eta: 1:49:48 time: 0.0464 data_time: 0.0020 memory: 947 loss: 1.4886 2022/11/27 08:53:24 - mmengine - INFO - Epoch(train) [94][2200/5005] lr: 1.1609e-02 eta: 1:49:43 time: 0.0469 data_time: 0.0022 memory: 947 loss: 1.4587 2022/11/27 08:53:29 - mmengine - INFO - Epoch(train) [94][2300/5005] lr: 1.1592e-02 eta: 1:49:38 time: 0.0476 data_time: 0.0021 memory: 947 loss: 1.9316 2022/11/27 08:53:34 - mmengine - INFO - Epoch(train) [94][2400/5005] lr: 1.1575e-02 eta: 1:49:33 time: 0.0465 data_time: 0.0022 memory: 947 loss: 1.7701 2022/11/27 08:53:39 - mmengine - INFO - Epoch(train) [94][2500/5005] lr: 1.1558e-02 eta: 1:49:28 time: 0.0478 data_time: 0.0022 memory: 947 loss: 1.5519 2022/11/27 08:53:41 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:53:44 - mmengine - INFO - Epoch(train) [94][2600/5005] lr: 1.1542e-02 eta: 1:49:23 time: 0.0511 data_time: 0.0021 memory: 947 loss: 1.5700 2022/11/27 08:53:49 - mmengine - INFO - Epoch(train) [94][2700/5005] lr: 1.1525e-02 eta: 1:49:18 time: 0.0537 data_time: 0.0020 memory: 947 loss: 1.5639 2022/11/27 08:53:54 - mmengine - INFO - Epoch(train) [94][2800/5005] lr: 1.1508e-02 eta: 1:49:13 time: 0.0493 data_time: 0.0027 memory: 947 loss: 1.5510 2022/11/27 08:53:59 - mmengine - INFO - Epoch(train) [94][2900/5005] lr: 1.1492e-02 eta: 1:49:08 time: 0.0489 data_time: 0.0019 memory: 947 loss: 1.6608 2022/11/27 08:54:05 - mmengine - INFO - Epoch(train) [94][3000/5005] lr: 1.1475e-02 eta: 1:49:03 time: 0.0625 data_time: 0.0022 memory: 947 loss: 1.5944 2022/11/27 08:54:10 - mmengine - INFO - Epoch(train) [94][3100/5005] lr: 1.1458e-02 eta: 1:48:58 time: 0.0462 data_time: 0.0027 memory: 947 loss: 1.6616 2022/11/27 08:54:15 - mmengine - INFO - Epoch(train) [94][3200/5005] lr: 1.1442e-02 eta: 1:48:53 time: 0.0476 data_time: 0.0020 memory: 947 loss: 1.6443 2022/11/27 08:54:20 - mmengine - INFO - Epoch(train) [94][3300/5005] lr: 1.1425e-02 eta: 1:48:48 time: 0.0432 data_time: 0.0022 memory: 947 loss: 1.5970 2022/11/27 08:54:25 - mmengine - INFO - Epoch(train) [94][3400/5005] lr: 1.1408e-02 eta: 1:48:43 time: 0.0470 data_time: 0.0027 memory: 947 loss: 1.4963 2022/11/27 08:54:30 - mmengine - INFO - Epoch(train) [94][3500/5005] lr: 1.1392e-02 eta: 1:48:38 time: 0.0459 data_time: 0.0022 memory: 947 loss: 1.6272 2022/11/27 08:54:32 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:54:35 - mmengine - INFO - Epoch(train) [94][3600/5005] lr: 1.1375e-02 eta: 1:48:33 time: 0.0470 data_time: 0.0025 memory: 947 loss: 1.6071 2022/11/27 08:54:40 - mmengine - INFO - Epoch(train) [94][3700/5005] lr: 1.1359e-02 eta: 1:48:28 time: 0.0480 data_time: 0.0022 memory: 947 loss: 1.4338 2022/11/27 08:54:45 - mmengine - INFO - Epoch(train) [94][3800/5005] lr: 1.1342e-02 eta: 1:48:23 time: 0.0668 data_time: 0.0237 memory: 947 loss: 1.7438 2022/11/27 08:54:50 - mmengine - INFO - Epoch(train) [94][3900/5005] lr: 1.1325e-02 eta: 1:48:18 time: 0.0615 data_time: 0.0022 memory: 947 loss: 1.5967 2022/11/27 08:54:55 - mmengine - INFO - Epoch(train) [94][4000/5005] lr: 1.1309e-02 eta: 1:48:14 time: 0.0466 data_time: 0.0024 memory: 947 loss: 1.4909 2022/11/27 08:55:00 - mmengine - INFO - Epoch(train) [94][4100/5005] lr: 1.1292e-02 eta: 1:48:09 time: 0.0485 data_time: 0.0020 memory: 947 loss: 1.4500 2022/11/27 08:55:05 - mmengine - INFO - Epoch(train) [94][4200/5005] lr: 1.1276e-02 eta: 1:48:04 time: 0.0537 data_time: 0.0144 memory: 947 loss: 1.5970 2022/11/27 08:55:10 - mmengine - INFO - Epoch(train) [94][4300/5005] lr: 1.1259e-02 eta: 1:47:59 time: 0.0451 data_time: 0.0021 memory: 947 loss: 1.4872 2022/11/27 08:55:16 - mmengine - INFO - Epoch(train) [94][4400/5005] lr: 1.1243e-02 eta: 1:47:54 time: 0.0507 data_time: 0.0021 memory: 947 loss: 1.5832 2022/11/27 08:55:20 - mmengine - INFO - Epoch(train) [94][4500/5005] lr: 1.1226e-02 eta: 1:47:49 time: 0.0451 data_time: 0.0023 memory: 947 loss: 1.8750 2022/11/27 08:55:22 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:55:25 - mmengine - INFO - Epoch(train) [94][4600/5005] lr: 1.1210e-02 eta: 1:47:44 time: 0.0458 data_time: 0.0023 memory: 947 loss: 1.5605 2022/11/27 08:55:30 - mmengine - INFO - Epoch(train) [94][4700/5005] lr: 1.1193e-02 eta: 1:47:39 time: 0.0484 data_time: 0.0091 memory: 947 loss: 1.5975 2022/11/27 08:55:35 - mmengine - INFO - Epoch(train) [94][4800/5005] lr: 1.1177e-02 eta: 1:47:34 time: 0.0471 data_time: 0.0022 memory: 947 loss: 1.5292 2022/11/27 08:55:40 - mmengine - INFO - Epoch(train) [94][4900/5005] lr: 1.1160e-02 eta: 1:47:29 time: 0.0616 data_time: 0.0022 memory: 947 loss: 1.6219 2022/11/27 08:55:45 - mmengine - INFO - Epoch(train) [94][5000/5005] lr: 1.1144e-02 eta: 1:47:24 time: 0.0430 data_time: 0.0030 memory: 947 loss: 1.4862 2022/11/27 08:55:45 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:55:45 - mmengine - INFO - Saving checkpoint at 94 epochs 2022/11/27 08:55:50 - mmengine - INFO - Epoch(val) [94][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0248 memory: 947 2022/11/27 08:56:02 - mmengine - INFO - Epoch(val) [94][196/196] accuracy/top1: 67.0900 accuracy/top5: 87.4960 2022/11/27 08:56:08 - mmengine - INFO - Epoch(train) [95][ 100/5005] lr: 1.1126e-02 eta: 1:47:19 time: 0.0525 data_time: 0.0115 memory: 947 loss: 1.4575 2022/11/27 08:56:13 - mmengine - INFO - Epoch(train) [95][ 200/5005] lr: 1.1110e-02 eta: 1:47:14 time: 0.0475 data_time: 0.0021 memory: 947 loss: 1.5780 2022/11/27 08:56:18 - mmengine - INFO - Epoch(train) [95][ 300/5005] lr: 1.1094e-02 eta: 1:47:09 time: 0.0612 data_time: 0.0019 memory: 947 loss: 1.7128 2022/11/27 08:56:23 - mmengine - INFO - Epoch(train) [95][ 400/5005] lr: 1.1077e-02 eta: 1:47:04 time: 0.0451 data_time: 0.0022 memory: 947 loss: 1.6152 2022/11/27 08:56:28 - mmengine - INFO - Epoch(train) [95][ 500/5005] lr: 1.1061e-02 eta: 1:46:59 time: 0.0445 data_time: 0.0027 memory: 947 loss: 1.5352 2022/11/27 08:56:30 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:56:33 - mmengine - INFO - Epoch(train) [95][ 600/5005] lr: 1.1044e-02 eta: 1:46:54 time: 0.0490 data_time: 0.0020 memory: 947 loss: 1.7915 2022/11/27 08:56:38 - mmengine - INFO - Epoch(train) [95][ 700/5005] lr: 1.1028e-02 eta: 1:46:49 time: 0.0512 data_time: 0.0020 memory: 947 loss: 1.4930 2022/11/27 08:56:43 - mmengine - INFO - Epoch(train) [95][ 800/5005] lr: 1.1012e-02 eta: 1:46:44 time: 0.0469 data_time: 0.0043 memory: 947 loss: 1.5362 2022/11/27 08:56:48 - mmengine - INFO - Epoch(train) [95][ 900/5005] lr: 1.0995e-02 eta: 1:46:39 time: 0.0480 data_time: 0.0024 memory: 947 loss: 1.5841 2022/11/27 08:56:53 - mmengine - INFO - Epoch(train) [95][1000/5005] lr: 1.0979e-02 eta: 1:46:34 time: 0.0530 data_time: 0.0020 memory: 947 loss: 1.6041 2022/11/27 08:56:58 - mmengine - INFO - Epoch(train) [95][1100/5005] lr: 1.0962e-02 eta: 1:46:29 time: 0.0482 data_time: 0.0021 memory: 947 loss: 1.6117 2022/11/27 08:57:03 - mmengine - INFO - Epoch(train) [95][1200/5005] lr: 1.0946e-02 eta: 1:46:24 time: 0.0472 data_time: 0.0023 memory: 947 loss: 1.5634 2022/11/27 08:57:08 - mmengine - INFO - Epoch(train) [95][1300/5005] lr: 1.0930e-02 eta: 1:46:19 time: 0.0572 data_time: 0.0019 memory: 947 loss: 1.6526 2022/11/27 08:57:13 - mmengine - INFO - Epoch(train) [95][1400/5005] lr: 1.0913e-02 eta: 1:46:14 time: 0.0434 data_time: 0.0022 memory: 947 loss: 1.5292 2022/11/27 08:57:18 - mmengine - INFO - Epoch(train) [95][1500/5005] lr: 1.0897e-02 eta: 1:46:09 time: 0.0445 data_time: 0.0024 memory: 947 loss: 1.6027 2022/11/27 08:57:20 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:57:23 - mmengine - INFO - Epoch(train) [95][1600/5005] lr: 1.0881e-02 eta: 1:46:04 time: 0.0632 data_time: 0.0028 memory: 947 loss: 1.4478 2022/11/27 08:57:28 - mmengine - INFO - Epoch(train) [95][1700/5005] lr: 1.0865e-02 eta: 1:45:59 time: 0.0505 data_time: 0.0027 memory: 947 loss: 1.5977 2022/11/27 08:57:33 - mmengine - INFO - Epoch(train) [95][1800/5005] lr: 1.0848e-02 eta: 1:45:54 time: 0.0527 data_time: 0.0023 memory: 947 loss: 1.2812 2022/11/27 08:57:38 - mmengine - INFO - Epoch(train) [95][1900/5005] lr: 1.0832e-02 eta: 1:45:49 time: 0.0474 data_time: 0.0024 memory: 947 loss: 1.6339 2022/11/27 08:57:43 - mmengine - INFO - Epoch(train) [95][2000/5005] lr: 1.0816e-02 eta: 1:45:44 time: 0.0452 data_time: 0.0028 memory: 947 loss: 1.7664 2022/11/27 08:57:48 - mmengine - INFO - Epoch(train) [95][2100/5005] lr: 1.0800e-02 eta: 1:45:39 time: 0.0565 data_time: 0.0022 memory: 947 loss: 1.5033 2022/11/27 08:57:53 - mmengine - INFO - Epoch(train) [95][2200/5005] lr: 1.0783e-02 eta: 1:45:34 time: 0.0460 data_time: 0.0024 memory: 947 loss: 1.4711 2022/11/27 08:57:58 - mmengine - INFO - Epoch(train) [95][2300/5005] lr: 1.0767e-02 eta: 1:45:29 time: 0.0469 data_time: 0.0021 memory: 947 loss: 1.6410 2022/11/27 08:58:03 - mmengine - INFO - Epoch(train) [95][2400/5005] lr: 1.0751e-02 eta: 1:45:24 time: 0.0471 data_time: 0.0021 memory: 947 loss: 1.6263 2022/11/27 08:58:08 - mmengine - INFO - Epoch(train) [95][2500/5005] lr: 1.0735e-02 eta: 1:45:19 time: 0.0451 data_time: 0.0022 memory: 947 loss: 1.6475 2022/11/27 08:58:09 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:58:13 - mmengine - INFO - Epoch(train) [95][2600/5005] lr: 1.0719e-02 eta: 1:45:14 time: 0.0440 data_time: 0.0021 memory: 947 loss: 1.5985 2022/11/27 08:58:18 - mmengine - INFO - Epoch(train) [95][2700/5005] lr: 1.0702e-02 eta: 1:45:09 time: 0.0427 data_time: 0.0022 memory: 947 loss: 1.8624 2022/11/27 08:58:23 - mmengine - INFO - Epoch(train) [95][2800/5005] lr: 1.0686e-02 eta: 1:45:04 time: 0.0458 data_time: 0.0024 memory: 947 loss: 1.3834 2022/11/27 08:58:27 - mmengine - INFO - Epoch(train) [95][2900/5005] lr: 1.0670e-02 eta: 1:44:59 time: 0.0429 data_time: 0.0024 memory: 947 loss: 1.6530 2022/11/27 08:58:32 - mmengine - INFO - Epoch(train) [95][3000/5005] lr: 1.0654e-02 eta: 1:44:54 time: 0.0482 data_time: 0.0024 memory: 947 loss: 1.6066 2022/11/27 08:58:37 - mmengine - INFO - Epoch(train) [95][3100/5005] lr: 1.0638e-02 eta: 1:44:49 time: 0.0474 data_time: 0.0023 memory: 947 loss: 1.9421 2022/11/27 08:58:43 - mmengine - INFO - Epoch(train) [95][3200/5005] lr: 1.0622e-02 eta: 1:44:44 time: 0.0441 data_time: 0.0021 memory: 947 loss: 1.7262 2022/11/27 08:58:47 - mmengine - INFO - Epoch(train) [95][3300/5005] lr: 1.0606e-02 eta: 1:44:39 time: 0.0558 data_time: 0.0021 memory: 947 loss: 1.5642 2022/11/27 08:58:53 - mmengine - INFO - Epoch(train) [95][3400/5005] lr: 1.0589e-02 eta: 1:44:34 time: 0.0465 data_time: 0.0024 memory: 947 loss: 1.6452 2022/11/27 08:58:58 - mmengine - INFO - Epoch(train) [95][3500/5005] lr: 1.0573e-02 eta: 1:44:29 time: 0.0635 data_time: 0.0020 memory: 947 loss: 1.7102 2022/11/27 08:58:59 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:59:03 - mmengine - INFO - Epoch(train) [95][3600/5005] lr: 1.0557e-02 eta: 1:44:24 time: 0.0541 data_time: 0.0024 memory: 947 loss: 1.6245 2022/11/27 08:59:08 - mmengine - INFO - Epoch(train) [95][3700/5005] lr: 1.0541e-02 eta: 1:44:19 time: 0.0522 data_time: 0.0072 memory: 947 loss: 1.5496 2022/11/27 08:59:13 - mmengine - INFO - Epoch(train) [95][3800/5005] lr: 1.0525e-02 eta: 1:44:14 time: 0.0461 data_time: 0.0028 memory: 947 loss: 1.7284 2022/11/27 08:59:18 - mmengine - INFO - Epoch(train) [95][3900/5005] lr: 1.0509e-02 eta: 1:44:10 time: 0.0474 data_time: 0.0021 memory: 947 loss: 1.6761 2022/11/27 08:59:23 - mmengine - INFO - Epoch(train) [95][4000/5005] lr: 1.0493e-02 eta: 1:44:05 time: 0.0501 data_time: 0.0023 memory: 947 loss: 1.9414 2022/11/27 08:59:28 - mmengine - INFO - Epoch(train) [95][4100/5005] lr: 1.0477e-02 eta: 1:44:00 time: 0.0506 data_time: 0.0025 memory: 947 loss: 1.6850 2022/11/27 08:59:33 - mmengine - INFO - Epoch(train) [95][4200/5005] lr: 1.0461e-02 eta: 1:43:55 time: 0.0451 data_time: 0.0023 memory: 947 loss: 1.5154 2022/11/27 08:59:38 - mmengine - INFO - Epoch(train) [95][4300/5005] lr: 1.0445e-02 eta: 1:43:50 time: 0.0455 data_time: 0.0026 memory: 947 loss: 1.4192 2022/11/27 08:59:43 - mmengine - INFO - Epoch(train) [95][4400/5005] lr: 1.0429e-02 eta: 1:43:45 time: 0.0576 data_time: 0.0026 memory: 947 loss: 1.7984 2022/11/27 08:59:48 - mmengine - INFO - Epoch(train) [95][4500/5005] lr: 1.0413e-02 eta: 1:43:40 time: 0.0489 data_time: 0.0029 memory: 947 loss: 1.3387 2022/11/27 08:59:50 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 08:59:53 - mmengine - INFO - Epoch(train) [95][4600/5005] lr: 1.0397e-02 eta: 1:43:35 time: 0.0479 data_time: 0.0023 memory: 947 loss: 1.5452 2022/11/27 08:59:59 - mmengine - INFO - Epoch(train) [95][4700/5005] lr: 1.0381e-02 eta: 1:43:30 time: 0.0488 data_time: 0.0026 memory: 947 loss: 1.3801 2022/11/27 09:00:04 - mmengine - INFO - Epoch(train) [95][4800/5005] lr: 1.0365e-02 eta: 1:43:25 time: 0.0469 data_time: 0.0023 memory: 947 loss: 1.5556 2022/11/27 09:00:09 - mmengine - INFO - Epoch(train) [95][4900/5005] lr: 1.0349e-02 eta: 1:43:20 time: 0.0485 data_time: 0.0023 memory: 947 loss: 1.5760 2022/11/27 09:00:14 - mmengine - INFO - Epoch(train) [95][5000/5005] lr: 1.0333e-02 eta: 1:43:15 time: 0.0440 data_time: 0.0030 memory: 947 loss: 1.5084 2022/11/27 09:00:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:00:15 - mmengine - INFO - Saving checkpoint at 95 epochs 2022/11/27 09:00:19 - mmengine - INFO - Epoch(val) [95][100/196] eta: 0:00:04 time: 0.0387 data_time: 0.0281 memory: 947 2022/11/27 09:00:32 - mmengine - INFO - Epoch(val) [95][196/196] accuracy/top1: 67.0660 accuracy/top5: 87.5380 2022/11/27 09:00:37 - mmengine - INFO - Epoch(train) [96][ 100/5005] lr: 1.0317e-02 eta: 1:43:10 time: 0.0449 data_time: 0.0022 memory: 947 loss: 1.5004 2022/11/27 09:00:43 - mmengine - INFO - Epoch(train) [96][ 200/5005] lr: 1.0301e-02 eta: 1:43:05 time: 0.0477 data_time: 0.0021 memory: 947 loss: 1.6567 2022/11/27 09:00:48 - mmengine - INFO - Epoch(train) [96][ 300/5005] lr: 1.0285e-02 eta: 1:43:00 time: 0.0473 data_time: 0.0021 memory: 947 loss: 1.5280 2022/11/27 09:00:53 - mmengine - INFO - Epoch(train) [96][ 400/5005] lr: 1.0269e-02 eta: 1:42:55 time: 0.0465 data_time: 0.0035 memory: 947 loss: 1.3512 2022/11/27 09:00:58 - mmengine - INFO - Epoch(train) [96][ 500/5005] lr: 1.0253e-02 eta: 1:42:50 time: 0.0462 data_time: 0.0022 memory: 947 loss: 1.3165 2022/11/27 09:00:59 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:01:03 - mmengine - INFO - Epoch(train) [96][ 600/5005] lr: 1.0237e-02 eta: 1:42:45 time: 0.0481 data_time: 0.0025 memory: 947 loss: 1.4443 2022/11/27 09:01:08 - mmengine - INFO - Epoch(train) [96][ 700/5005] lr: 1.0221e-02 eta: 1:42:40 time: 0.0483 data_time: 0.0028 memory: 947 loss: 1.6283 2022/11/27 09:01:13 - mmengine - INFO - Epoch(train) [96][ 800/5005] lr: 1.0205e-02 eta: 1:42:35 time: 0.0508 data_time: 0.0022 memory: 947 loss: 1.5637 2022/11/27 09:01:18 - mmengine - INFO - Epoch(train) [96][ 900/5005] lr: 1.0190e-02 eta: 1:42:30 time: 0.0553 data_time: 0.0023 memory: 947 loss: 1.5260 2022/11/27 09:01:24 - mmengine - INFO - Epoch(train) [96][1000/5005] lr: 1.0174e-02 eta: 1:42:25 time: 0.0464 data_time: 0.0022 memory: 947 loss: 1.6023 2022/11/27 09:01:29 - mmengine - INFO - Epoch(train) [96][1100/5005] lr: 1.0158e-02 eta: 1:42:21 time: 0.0493 data_time: 0.0027 memory: 947 loss: 1.7650 2022/11/27 09:01:34 - mmengine - INFO - Epoch(train) [96][1200/5005] lr: 1.0142e-02 eta: 1:42:16 time: 0.0464 data_time: 0.0022 memory: 947 loss: 1.4319 2022/11/27 09:01:39 - mmengine - INFO - Epoch(train) [96][1300/5005] lr: 1.0126e-02 eta: 1:42:11 time: 0.0458 data_time: 0.0025 memory: 947 loss: 1.6016 2022/11/27 09:01:44 - mmengine - INFO - Epoch(train) [96][1400/5005] lr: 1.0111e-02 eta: 1:42:06 time: 0.0454 data_time: 0.0021 memory: 947 loss: 1.6654 2022/11/27 09:01:49 - mmengine - INFO - Epoch(train) [96][1500/5005] lr: 1.0095e-02 eta: 1:42:01 time: 0.0504 data_time: 0.0022 memory: 947 loss: 1.4243 2022/11/27 09:01:50 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:01:54 - mmengine - INFO - Epoch(train) [96][1600/5005] lr: 1.0079e-02 eta: 1:41:56 time: 0.0475 data_time: 0.0021 memory: 947 loss: 1.6354 2022/11/27 09:01:59 - mmengine - INFO - Epoch(train) [96][1700/5005] lr: 1.0063e-02 eta: 1:41:51 time: 0.0563 data_time: 0.0025 memory: 947 loss: 1.8560 2022/11/27 09:02:04 - mmengine - INFO - Epoch(train) [96][1800/5005] lr: 1.0048e-02 eta: 1:41:46 time: 0.0478 data_time: 0.0023 memory: 947 loss: 1.5906 2022/11/27 09:02:10 - mmengine - INFO - Epoch(train) [96][1900/5005] lr: 1.0032e-02 eta: 1:41:41 time: 0.0565 data_time: 0.0024 memory: 947 loss: 1.5047 2022/11/27 09:02:15 - mmengine - INFO - Epoch(train) [96][2000/5005] lr: 1.0016e-02 eta: 1:41:36 time: 0.0459 data_time: 0.0021 memory: 947 loss: 1.4790 2022/11/27 09:02:20 - mmengine - INFO - Epoch(train) [96][2100/5005] lr: 1.0001e-02 eta: 1:41:31 time: 0.0475 data_time: 0.0022 memory: 947 loss: 1.7649 2022/11/27 09:02:25 - mmengine - INFO - Epoch(train) [96][2200/5005] lr: 9.9849e-03 eta: 1:41:26 time: 0.0598 data_time: 0.0022 memory: 947 loss: 1.4538 2022/11/27 09:02:30 - mmengine - INFO - Epoch(train) [96][2300/5005] lr: 9.9692e-03 eta: 1:41:21 time: 0.0455 data_time: 0.0021 memory: 947 loss: 1.5618 2022/11/27 09:02:34 - mmengine - INFO - Epoch(train) [96][2400/5005] lr: 9.9535e-03 eta: 1:41:16 time: 0.0439 data_time: 0.0023 memory: 947 loss: 1.5677 2022/11/27 09:02:39 - mmengine - INFO - Epoch(train) [96][2500/5005] lr: 9.9379e-03 eta: 1:41:11 time: 0.0442 data_time: 0.0024 memory: 947 loss: 1.5826 2022/11/27 09:02:40 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:02:44 - mmengine - INFO - Epoch(train) [96][2600/5005] lr: 9.9222e-03 eta: 1:41:06 time: 0.0449 data_time: 0.0022 memory: 947 loss: 1.5495 2022/11/27 09:02:49 - mmengine - INFO - Epoch(train) [96][2700/5005] lr: 9.9066e-03 eta: 1:41:01 time: 0.0483 data_time: 0.0075 memory: 947 loss: 1.4938 2022/11/27 09:02:54 - mmengine - INFO - Epoch(train) [96][2800/5005] lr: 9.8910e-03 eta: 1:40:56 time: 0.0520 data_time: 0.0022 memory: 947 loss: 1.5803 2022/11/27 09:02:58 - mmengine - INFO - Epoch(train) [96][2900/5005] lr: 9.8753e-03 eta: 1:40:51 time: 0.0442 data_time: 0.0024 memory: 947 loss: 1.5542 2022/11/27 09:03:03 - mmengine - INFO - Epoch(train) [96][3000/5005] lr: 9.8597e-03 eta: 1:40:46 time: 0.0521 data_time: 0.0025 memory: 947 loss: 1.5192 2022/11/27 09:03:08 - mmengine - INFO - Epoch(train) [96][3100/5005] lr: 9.8442e-03 eta: 1:40:41 time: 0.0436 data_time: 0.0022 memory: 947 loss: 1.5731 2022/11/27 09:03:13 - mmengine - INFO - Epoch(train) [96][3200/5005] lr: 9.8286e-03 eta: 1:40:36 time: 0.0440 data_time: 0.0024 memory: 947 loss: 1.5951 2022/11/27 09:03:18 - mmengine - INFO - Epoch(train) [96][3300/5005] lr: 9.8130e-03 eta: 1:40:31 time: 0.0550 data_time: 0.0021 memory: 947 loss: 1.4096 2022/11/27 09:03:23 - mmengine - INFO - Epoch(train) [96][3400/5005] lr: 9.7975e-03 eta: 1:40:26 time: 0.0459 data_time: 0.0024 memory: 947 loss: 1.5785 2022/11/27 09:03:28 - mmengine - INFO - Epoch(train) [96][3500/5005] lr: 9.7819e-03 eta: 1:40:21 time: 0.0480 data_time: 0.0025 memory: 947 loss: 1.7073 2022/11/27 09:03:29 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:03:33 - mmengine - INFO - Epoch(train) [96][3600/5005] lr: 9.7664e-03 eta: 1:40:16 time: 0.0470 data_time: 0.0026 memory: 947 loss: 1.6440 2022/11/27 09:03:38 - mmengine - INFO - Epoch(train) [96][3700/5005] lr: 9.7509e-03 eta: 1:40:11 time: 0.0473 data_time: 0.0021 memory: 947 loss: 1.5535 2022/11/27 09:03:44 - mmengine - INFO - Epoch(train) [96][3800/5005] lr: 9.7353e-03 eta: 1:40:06 time: 0.0499 data_time: 0.0024 memory: 947 loss: 1.6790 2022/11/27 09:03:49 - mmengine - INFO - Epoch(train) [96][3900/5005] lr: 9.7198e-03 eta: 1:40:01 time: 0.0517 data_time: 0.0020 memory: 947 loss: 1.5541 2022/11/27 09:03:54 - mmengine - INFO - Epoch(train) [96][4000/5005] lr: 9.7044e-03 eta: 1:39:56 time: 0.0483 data_time: 0.0021 memory: 947 loss: 1.7014 2022/11/27 09:03:59 - mmengine - INFO - Epoch(train) [96][4100/5005] lr: 9.6889e-03 eta: 1:39:51 time: 0.0475 data_time: 0.0022 memory: 947 loss: 1.4809 2022/11/27 09:04:04 - mmengine - INFO - Epoch(train) [96][4200/5005] lr: 9.6734e-03 eta: 1:39:46 time: 0.0453 data_time: 0.0024 memory: 947 loss: 1.8670 2022/11/27 09:04:09 - mmengine - INFO - Epoch(train) [96][4300/5005] lr: 9.6580e-03 eta: 1:39:41 time: 0.0490 data_time: 0.0023 memory: 947 loss: 1.4861 2022/11/27 09:04:14 - mmengine - INFO - Epoch(train) [96][4400/5005] lr: 9.6425e-03 eta: 1:39:36 time: 0.0475 data_time: 0.0023 memory: 947 loss: 1.6018 2022/11/27 09:04:19 - mmengine - INFO - Epoch(train) [96][4500/5005] lr: 9.6271e-03 eta: 1:39:31 time: 0.0455 data_time: 0.0021 memory: 947 loss: 1.5880 2022/11/27 09:04:20 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:04:24 - mmengine - INFO - Epoch(train) [96][4600/5005] lr: 9.6117e-03 eta: 1:39:27 time: 0.0568 data_time: 0.0021 memory: 947 loss: 1.7260 2022/11/27 09:04:29 - mmengine - INFO - Epoch(train) [96][4700/5005] lr: 9.5962e-03 eta: 1:39:22 time: 0.0476 data_time: 0.0026 memory: 947 loss: 1.3512 2022/11/27 09:04:34 - mmengine - INFO - Epoch(train) [96][4800/5005] lr: 9.5808e-03 eta: 1:39:17 time: 0.0462 data_time: 0.0024 memory: 947 loss: 1.5001 2022/11/27 09:04:39 - mmengine - INFO - Epoch(train) [96][4900/5005] lr: 9.5655e-03 eta: 1:39:12 time: 0.0510 data_time: 0.0022 memory: 947 loss: 1.6151 2022/11/27 09:04:45 - mmengine - INFO - Epoch(train) [96][5000/5005] lr: 9.5501e-03 eta: 1:39:07 time: 0.0441 data_time: 0.0025 memory: 947 loss: 1.3541 2022/11/27 09:04:45 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:04:45 - mmengine - INFO - Saving checkpoint at 96 epochs 2022/11/27 09:04:50 - mmengine - INFO - Epoch(val) [96][100/196] eta: 0:00:03 time: 0.0368 data_time: 0.0261 memory: 947 2022/11/27 09:05:03 - mmengine - INFO - Epoch(val) [96][196/196] accuracy/top1: 67.4900 accuracy/top5: 87.8560 2022/11/27 09:05:08 - mmengine - INFO - Epoch(train) [97][ 100/5005] lr: 9.5339e-03 eta: 1:39:02 time: 0.0473 data_time: 0.0022 memory: 947 loss: 1.4521 2022/11/27 09:05:13 - mmengine - INFO - Epoch(train) [97][ 200/5005] lr: 9.5186e-03 eta: 1:38:57 time: 0.0554 data_time: 0.0069 memory: 947 loss: 1.6106 2022/11/27 09:05:18 - mmengine - INFO - Epoch(train) [97][ 300/5005] lr: 9.5032e-03 eta: 1:38:52 time: 0.0460 data_time: 0.0024 memory: 947 loss: 1.4980 2022/11/27 09:05:23 - mmengine - INFO - Epoch(train) [97][ 400/5005] lr: 9.4879e-03 eta: 1:38:47 time: 0.0478 data_time: 0.0025 memory: 947 loss: 1.8583 2022/11/27 09:05:28 - mmengine - INFO - Epoch(train) [97][ 500/5005] lr: 9.4726e-03 eta: 1:38:42 time: 0.0501 data_time: 0.0023 memory: 947 loss: 1.4692 2022/11/27 09:05:29 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:05:33 - mmengine - INFO - Epoch(train) [97][ 600/5005] lr: 9.4573e-03 eta: 1:38:37 time: 0.0487 data_time: 0.0022 memory: 947 loss: 1.4254 2022/11/27 09:05:38 - mmengine - INFO - Epoch(train) [97][ 700/5005] lr: 9.4420e-03 eta: 1:38:32 time: 0.0468 data_time: 0.0027 memory: 947 loss: 1.3734 2022/11/27 09:05:44 - mmengine - INFO - Epoch(train) [97][ 800/5005] lr: 9.4267e-03 eta: 1:38:27 time: 0.0527 data_time: 0.0023 memory: 947 loss: 1.7456 2022/11/27 09:05:49 - mmengine - INFO - Epoch(train) [97][ 900/5005] lr: 9.4114e-03 eta: 1:38:22 time: 0.0565 data_time: 0.0021 memory: 947 loss: 1.4667 2022/11/27 09:05:54 - mmengine - INFO - Epoch(train) [97][1000/5005] lr: 9.3961e-03 eta: 1:38:17 time: 0.0462 data_time: 0.0023 memory: 947 loss: 1.4670 2022/11/27 09:05:58 - mmengine - INFO - Epoch(train) [97][1100/5005] lr: 9.3809e-03 eta: 1:38:12 time: 0.0489 data_time: 0.0022 memory: 947 loss: 1.4801 2022/11/27 09:06:04 - mmengine - INFO - Epoch(train) [97][1200/5005] lr: 9.3656e-03 eta: 1:38:07 time: 0.0485 data_time: 0.0024 memory: 947 loss: 1.5126 2022/11/27 09:06:09 - mmengine - INFO - Epoch(train) [97][1300/5005] lr: 9.3504e-03 eta: 1:38:02 time: 0.0467 data_time: 0.0022 memory: 947 loss: 1.6553 2022/11/27 09:06:14 - mmengine - INFO - Epoch(train) [97][1400/5005] lr: 9.3352e-03 eta: 1:37:57 time: 0.0462 data_time: 0.0023 memory: 947 loss: 1.4717 2022/11/27 09:06:19 - mmengine - INFO - Epoch(train) [97][1500/5005] lr: 9.3200e-03 eta: 1:37:52 time: 0.0488 data_time: 0.0021 memory: 947 loss: 1.4370 2022/11/27 09:06:20 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:06:24 - mmengine - INFO - Epoch(train) [97][1600/5005] lr: 9.3048e-03 eta: 1:37:47 time: 0.0484 data_time: 0.0023 memory: 947 loss: 1.4590 2022/11/27 09:06:29 - mmengine - INFO - Epoch(train) [97][1700/5005] lr: 9.2896e-03 eta: 1:37:42 time: 0.0483 data_time: 0.0022 memory: 947 loss: 1.5900 2022/11/27 09:06:34 - mmengine - INFO - Epoch(train) [97][1800/5005] lr: 9.2744e-03 eta: 1:37:37 time: 0.0467 data_time: 0.0025 memory: 947 loss: 1.6549 2022/11/27 09:06:40 - mmengine - INFO - Epoch(train) [97][1900/5005] lr: 9.2592e-03 eta: 1:37:33 time: 0.0466 data_time: 0.0020 memory: 947 loss: 1.4184 2022/11/27 09:06:45 - mmengine - INFO - Epoch(train) [97][2000/5005] lr: 9.2441e-03 eta: 1:37:28 time: 0.0490 data_time: 0.0024 memory: 947 loss: 1.6563 2022/11/27 09:06:50 - mmengine - INFO - Epoch(train) [97][2100/5005] lr: 9.2289e-03 eta: 1:37:23 time: 0.0667 data_time: 0.0022 memory: 947 loss: 1.6407 2022/11/27 09:06:55 - mmengine - INFO - Epoch(train) [97][2200/5005] lr: 9.2138e-03 eta: 1:37:18 time: 0.0501 data_time: 0.0024 memory: 947 loss: 1.4980 2022/11/27 09:07:00 - mmengine - INFO - Epoch(train) [97][2300/5005] lr: 9.1987e-03 eta: 1:37:13 time: 0.0488 data_time: 0.0065 memory: 947 loss: 1.4529 2022/11/27 09:07:05 - mmengine - INFO - Epoch(train) [97][2400/5005] lr: 9.1836e-03 eta: 1:37:08 time: 0.0480 data_time: 0.0022 memory: 947 loss: 1.3145 2022/11/27 09:07:10 - mmengine - INFO - Epoch(train) [97][2500/5005] lr: 9.1685e-03 eta: 1:37:03 time: 0.0434 data_time: 0.0022 memory: 947 loss: 1.6050 2022/11/27 09:07:11 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:07:16 - mmengine - INFO - Epoch(train) [97][2600/5005] lr: 9.1534e-03 eta: 1:36:58 time: 0.0540 data_time: 0.0027 memory: 947 loss: 1.6082 2022/11/27 09:07:21 - mmengine - INFO - Epoch(train) [97][2700/5005] lr: 9.1383e-03 eta: 1:36:53 time: 0.0561 data_time: 0.0021 memory: 947 loss: 1.5931 2022/11/27 09:07:26 - mmengine - INFO - Epoch(train) [97][2800/5005] lr: 9.1232e-03 eta: 1:36:48 time: 0.0443 data_time: 0.0026 memory: 947 loss: 1.6651 2022/11/27 09:07:31 - mmengine - INFO - Epoch(train) [97][2900/5005] lr: 9.1082e-03 eta: 1:36:43 time: 0.0487 data_time: 0.0021 memory: 947 loss: 1.6006 2022/11/27 09:07:36 - mmengine - INFO - Epoch(train) [97][3000/5005] lr: 9.0931e-03 eta: 1:36:38 time: 0.0552 data_time: 0.0020 memory: 947 loss: 1.5887 2022/11/27 09:07:41 - mmengine - INFO - Epoch(train) [97][3100/5005] lr: 9.0781e-03 eta: 1:36:33 time: 0.0511 data_time: 0.0110 memory: 947 loss: 1.5423 2022/11/27 09:07:46 - mmengine - INFO - Epoch(train) [97][3200/5005] lr: 9.0631e-03 eta: 1:36:28 time: 0.0424 data_time: 0.0020 memory: 947 loss: 1.6765 2022/11/27 09:07:51 - mmengine - INFO - Epoch(train) [97][3300/5005] lr: 9.0480e-03 eta: 1:36:23 time: 0.0467 data_time: 0.0024 memory: 947 loss: 1.4361 2022/11/27 09:07:56 - mmengine - INFO - Epoch(train) [97][3400/5005] lr: 9.0330e-03 eta: 1:36:18 time: 0.0486 data_time: 0.0026 memory: 947 loss: 1.4898 2022/11/27 09:08:01 - mmengine - INFO - Epoch(train) [97][3500/5005] lr: 9.0181e-03 eta: 1:36:13 time: 0.0486 data_time: 0.0023 memory: 947 loss: 1.7329 2022/11/27 09:08:02 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:08:06 - mmengine - INFO - Epoch(train) [97][3600/5005] lr: 9.0031e-03 eta: 1:36:08 time: 0.0458 data_time: 0.0021 memory: 947 loss: 1.6655 2022/11/27 09:08:11 - mmengine - INFO - Epoch(train) [97][3700/5005] lr: 8.9881e-03 eta: 1:36:03 time: 0.0467 data_time: 0.0025 memory: 947 loss: 1.4558 2022/11/27 09:08:16 - mmengine - INFO - Epoch(train) [97][3800/5005] lr: 8.9732e-03 eta: 1:35:58 time: 0.0496 data_time: 0.0025 memory: 947 loss: 1.3778 2022/11/27 09:08:21 - mmengine - INFO - Epoch(train) [97][3900/5005] lr: 8.9582e-03 eta: 1:35:53 time: 0.0475 data_time: 0.0023 memory: 947 loss: 1.5092 2022/11/27 09:08:27 - mmengine - INFO - Epoch(train) [97][4000/5005] lr: 8.9433e-03 eta: 1:35:49 time: 0.0460 data_time: 0.0022 memory: 947 loss: 1.5070 2022/11/27 09:08:32 - mmengine - INFO - Epoch(train) [97][4100/5005] lr: 8.9284e-03 eta: 1:35:44 time: 0.0557 data_time: 0.0021 memory: 947 loss: 1.5293 2022/11/27 09:08:37 - mmengine - INFO - Epoch(train) [97][4200/5005] lr: 8.9135e-03 eta: 1:35:39 time: 0.0486 data_time: 0.0024 memory: 947 loss: 1.4575 2022/11/27 09:08:42 - mmengine - INFO - Epoch(train) [97][4300/5005] lr: 8.8986e-03 eta: 1:35:34 time: 0.0468 data_time: 0.0026 memory: 947 loss: 1.6016 2022/11/27 09:08:47 - mmengine - INFO - Epoch(train) [97][4400/5005] lr: 8.8837e-03 eta: 1:35:29 time: 0.0533 data_time: 0.0025 memory: 947 loss: 1.4733 2022/11/27 09:08:52 - mmengine - INFO - Epoch(train) [97][4500/5005] lr: 8.8688e-03 eta: 1:35:24 time: 0.0597 data_time: 0.0024 memory: 947 loss: 1.4331 2022/11/27 09:08:53 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:08:57 - mmengine - INFO - Epoch(train) [97][4600/5005] lr: 8.8539e-03 eta: 1:35:19 time: 0.0542 data_time: 0.0027 memory: 947 loss: 1.5445 2022/11/27 09:09:02 - mmengine - INFO - Epoch(train) [97][4700/5005] lr: 8.8391e-03 eta: 1:35:14 time: 0.0453 data_time: 0.0023 memory: 947 loss: 1.5067 2022/11/27 09:09:08 - mmengine - INFO - Epoch(train) [97][4800/5005] lr: 8.8242e-03 eta: 1:35:09 time: 0.0585 data_time: 0.0022 memory: 947 loss: 1.5218 2022/11/27 09:09:13 - mmengine - INFO - Epoch(train) [97][4900/5005] lr: 8.8094e-03 eta: 1:35:04 time: 0.0502 data_time: 0.0054 memory: 947 loss: 1.5610 2022/11/27 09:09:18 - mmengine - INFO - Epoch(train) [97][5000/5005] lr: 8.7946e-03 eta: 1:34:59 time: 0.0519 data_time: 0.0029 memory: 947 loss: 1.4486 2022/11/27 09:09:18 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:09:18 - mmengine - INFO - Saving checkpoint at 97 epochs 2022/11/27 09:09:23 - mmengine - INFO - Epoch(val) [97][100/196] eta: 0:00:03 time: 0.0360 data_time: 0.0249 memory: 947 2022/11/27 09:09:35 - mmengine - INFO - Epoch(val) [97][196/196] accuracy/top1: 67.3820 accuracy/top5: 87.5800 2022/11/27 09:09:41 - mmengine - INFO - Epoch(train) [98][ 100/5005] lr: 8.7790e-03 eta: 1:34:54 time: 0.0473 data_time: 0.0024 memory: 947 loss: 1.4998 2022/11/27 09:09:46 - mmengine - INFO - Epoch(train) [98][ 200/5005] lr: 8.7642e-03 eta: 1:34:49 time: 0.0464 data_time: 0.0026 memory: 947 loss: 1.5025 2022/11/27 09:09:51 - mmengine - INFO - Epoch(train) [98][ 300/5005] lr: 8.7494e-03 eta: 1:34:44 time: 0.0506 data_time: 0.0083 memory: 947 loss: 1.5949 2022/11/27 09:09:56 - mmengine - INFO - Epoch(train) [98][ 400/5005] lr: 8.7347e-03 eta: 1:34:39 time: 0.0583 data_time: 0.0163 memory: 947 loss: 1.4694 2022/11/27 09:10:00 - mmengine - INFO - Epoch(train) [98][ 500/5005] lr: 8.7199e-03 eta: 1:34:34 time: 0.0462 data_time: 0.0023 memory: 947 loss: 1.5734 2022/11/27 09:10:01 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:10:05 - mmengine - INFO - Epoch(train) [98][ 600/5005] lr: 8.7052e-03 eta: 1:34:29 time: 0.0472 data_time: 0.0024 memory: 947 loss: 1.5976 2022/11/27 09:10:10 - mmengine - INFO - Epoch(train) [98][ 700/5005] lr: 8.6904e-03 eta: 1:34:24 time: 0.0457 data_time: 0.0023 memory: 947 loss: 1.5603 2022/11/27 09:10:15 - mmengine - INFO - Epoch(train) [98][ 800/5005] lr: 8.6757e-03 eta: 1:34:19 time: 0.0437 data_time: 0.0021 memory: 947 loss: 1.5630 2022/11/27 09:10:21 - mmengine - INFO - Epoch(train) [98][ 900/5005] lr: 8.6610e-03 eta: 1:34:14 time: 0.0530 data_time: 0.0022 memory: 947 loss: 1.6922 2022/11/27 09:10:26 - mmengine - INFO - Epoch(train) [98][1000/5005] lr: 8.6463e-03 eta: 1:34:09 time: 0.0498 data_time: 0.0023 memory: 947 loss: 1.3635 2022/11/27 09:10:31 - mmengine - INFO - Epoch(train) [98][1100/5005] lr: 8.6316e-03 eta: 1:34:04 time: 0.0464 data_time: 0.0024 memory: 947 loss: 1.5912 2022/11/27 09:10:36 - mmengine - INFO - Epoch(train) [98][1200/5005] lr: 8.6169e-03 eta: 1:33:59 time: 0.0480 data_time: 0.0020 memory: 947 loss: 1.4577 2022/11/27 09:10:42 - mmengine - INFO - Epoch(train) [98][1300/5005] lr: 8.6022e-03 eta: 1:33:54 time: 0.0454 data_time: 0.0021 memory: 947 loss: 1.4965 2022/11/27 09:10:47 - mmengine - INFO - Epoch(train) [98][1400/5005] lr: 8.5876e-03 eta: 1:33:50 time: 0.0474 data_time: 0.0024 memory: 947 loss: 1.8365 2022/11/27 09:10:52 - mmengine - INFO - Epoch(train) [98][1500/5005] lr: 8.5729e-03 eta: 1:33:45 time: 0.0478 data_time: 0.0024 memory: 947 loss: 1.4553 2022/11/27 09:10:53 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:10:57 - mmengine - INFO - Epoch(train) [98][1600/5005] lr: 8.5583e-03 eta: 1:33:40 time: 0.0539 data_time: 0.0025 memory: 947 loss: 1.5523 2022/11/27 09:11:02 - mmengine - INFO - Epoch(train) [98][1700/5005] lr: 8.5436e-03 eta: 1:33:35 time: 0.0490 data_time: 0.0021 memory: 947 loss: 1.7274 2022/11/27 09:11:08 - mmengine - INFO - Epoch(train) [98][1800/5005] lr: 8.5290e-03 eta: 1:33:30 time: 0.0465 data_time: 0.0022 memory: 947 loss: 1.6108 2022/11/27 09:11:12 - mmengine - INFO - Epoch(train) [98][1900/5005] lr: 8.5144e-03 eta: 1:33:25 time: 0.0481 data_time: 0.0022 memory: 947 loss: 1.6228 2022/11/27 09:11:18 - mmengine - INFO - Epoch(train) [98][2000/5005] lr: 8.4998e-03 eta: 1:33:20 time: 0.0471 data_time: 0.0024 memory: 947 loss: 1.4811 2022/11/27 09:11:23 - mmengine - INFO - Epoch(train) [98][2100/5005] lr: 8.4852e-03 eta: 1:33:15 time: 0.0484 data_time: 0.0021 memory: 947 loss: 1.5728 2022/11/27 09:11:28 - mmengine - INFO - Epoch(train) [98][2200/5005] lr: 8.4707e-03 eta: 1:33:10 time: 0.0522 data_time: 0.0020 memory: 947 loss: 1.8563 2022/11/27 09:11:33 - mmengine - INFO - Epoch(train) [98][2300/5005] lr: 8.4561e-03 eta: 1:33:05 time: 0.0492 data_time: 0.0021 memory: 947 loss: 1.3004 2022/11/27 09:11:38 - mmengine - INFO - Epoch(train) [98][2400/5005] lr: 8.4416e-03 eta: 1:33:00 time: 0.0489 data_time: 0.0095 memory: 947 loss: 1.5994 2022/11/27 09:11:44 - mmengine - INFO - Epoch(train) [98][2500/5005] lr: 8.4270e-03 eta: 1:32:55 time: 0.0467 data_time: 0.0025 memory: 947 loss: 1.8403 2022/11/27 09:11:45 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:11:49 - mmengine - INFO - Epoch(train) [98][2600/5005] lr: 8.4125e-03 eta: 1:32:50 time: 0.0609 data_time: 0.0024 memory: 947 loss: 1.3262 2022/11/27 09:11:54 - mmengine - INFO - Epoch(train) [98][2700/5005] lr: 8.3980e-03 eta: 1:32:45 time: 0.0459 data_time: 0.0022 memory: 947 loss: 1.8150 2022/11/27 09:11:59 - mmengine - INFO - Epoch(train) [98][2800/5005] lr: 8.3835e-03 eta: 1:32:40 time: 0.0547 data_time: 0.0022 memory: 947 loss: 1.5367 2022/11/27 09:12:04 - mmengine - INFO - Epoch(train) [98][2900/5005] lr: 8.3690e-03 eta: 1:32:35 time: 0.0471 data_time: 0.0025 memory: 947 loss: 1.6717 2022/11/27 09:12:09 - mmengine - INFO - Epoch(train) [98][3000/5005] lr: 8.3545e-03 eta: 1:32:31 time: 0.0545 data_time: 0.0023 memory: 947 loss: 1.5417 2022/11/27 09:12:14 - mmengine - INFO - Epoch(train) [98][3100/5005] lr: 8.3400e-03 eta: 1:32:26 time: 0.0486 data_time: 0.0025 memory: 947 loss: 1.6738 2022/11/27 09:12:19 - mmengine - INFO - Epoch(train) [98][3200/5005] lr: 8.3256e-03 eta: 1:32:21 time: 0.0600 data_time: 0.0021 memory: 947 loss: 1.5273 2022/11/27 09:12:24 - mmengine - INFO - Epoch(train) [98][3300/5005] lr: 8.3111e-03 eta: 1:32:16 time: 0.0645 data_time: 0.0020 memory: 947 loss: 1.4330 2022/11/27 09:12:30 - mmengine - INFO - Epoch(train) [98][3400/5005] lr: 8.2967e-03 eta: 1:32:11 time: 0.0462 data_time: 0.0023 memory: 947 loss: 1.7632 2022/11/27 09:12:35 - mmengine - INFO - Epoch(train) [98][3500/5005] lr: 8.2823e-03 eta: 1:32:06 time: 0.0596 data_time: 0.0217 memory: 947 loss: 1.8687 2022/11/27 09:12:36 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:12:40 - mmengine - INFO - Epoch(train) [98][3600/5005] lr: 8.2679e-03 eta: 1:32:01 time: 0.0472 data_time: 0.0020 memory: 947 loss: 1.6892 2022/11/27 09:12:46 - mmengine - INFO - Epoch(train) [98][3700/5005] lr: 8.2535e-03 eta: 1:31:56 time: 0.0488 data_time: 0.0025 memory: 947 loss: 1.4903 2022/11/27 09:12:51 - mmengine - INFO - Epoch(train) [98][3800/5005] lr: 8.2391e-03 eta: 1:31:51 time: 0.0516 data_time: 0.0024 memory: 947 loss: 1.3918 2022/11/27 09:12:56 - mmengine - INFO - Epoch(train) [98][3900/5005] lr: 8.2247e-03 eta: 1:31:46 time: 0.0448 data_time: 0.0027 memory: 947 loss: 1.5317 2022/11/27 09:13:01 - mmengine - INFO - Epoch(train) [98][4000/5005] lr: 8.2103e-03 eta: 1:31:41 time: 0.0543 data_time: 0.0023 memory: 947 loss: 1.7279 2022/11/27 09:13:06 - mmengine - INFO - Epoch(train) [98][4100/5005] lr: 8.1960e-03 eta: 1:31:36 time: 0.0464 data_time: 0.0023 memory: 947 loss: 1.8576 2022/11/27 09:13:11 - mmengine - INFO - Epoch(train) [98][4200/5005] lr: 8.1817e-03 eta: 1:31:31 time: 0.0495 data_time: 0.0020 memory: 947 loss: 1.7388 2022/11/27 09:13:16 - mmengine - INFO - Epoch(train) [98][4300/5005] lr: 8.1673e-03 eta: 1:31:26 time: 0.0464 data_time: 0.0040 memory: 947 loss: 1.7241 2022/11/27 09:13:21 - mmengine - INFO - Epoch(train) [98][4400/5005] lr: 8.1530e-03 eta: 1:31:21 time: 0.0446 data_time: 0.0021 memory: 947 loss: 1.5744 2022/11/27 09:13:26 - mmengine - INFO - Epoch(train) [98][4500/5005] lr: 8.1387e-03 eta: 1:31:16 time: 0.0474 data_time: 0.0022 memory: 947 loss: 1.4901 2022/11/27 09:13:27 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:13:31 - mmengine - INFO - Epoch(train) [98][4600/5005] lr: 8.1244e-03 eta: 1:31:11 time: 0.0461 data_time: 0.0022 memory: 947 loss: 1.4540 2022/11/27 09:13:36 - mmengine - INFO - Epoch(train) [98][4700/5005] lr: 8.1101e-03 eta: 1:31:06 time: 0.0473 data_time: 0.0020 memory: 947 loss: 1.4778 2022/11/27 09:13:41 - mmengine - INFO - Epoch(train) [98][4800/5005] lr: 8.0958e-03 eta: 1:31:01 time: 0.0453 data_time: 0.0021 memory: 947 loss: 1.3684 2022/11/27 09:13:46 - mmengine - INFO - Epoch(train) [98][4900/5005] lr: 8.0816e-03 eta: 1:30:56 time: 0.0487 data_time: 0.0025 memory: 947 loss: 1.4897 2022/11/27 09:13:51 - mmengine - INFO - Epoch(train) [98][5000/5005] lr: 8.0673e-03 eta: 1:30:51 time: 0.0381 data_time: 0.0025 memory: 947 loss: 1.4919 2022/11/27 09:13:51 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:13:51 - mmengine - INFO - Saving checkpoint at 98 epochs 2022/11/27 09:13:56 - mmengine - INFO - Epoch(val) [98][100/196] eta: 0:00:03 time: 0.0366 data_time: 0.0255 memory: 947 2022/11/27 09:14:09 - mmengine - INFO - Epoch(val) [98][196/196] accuracy/top1: 67.9460 accuracy/top5: 88.2340 2022/11/27 09:14:14 - mmengine - INFO - Epoch(train) [99][ 100/5005] lr: 8.0524e-03 eta: 1:30:46 time: 0.0466 data_time: 0.0023 memory: 947 loss: 1.5667 2022/11/27 09:14:19 - mmengine - INFO - Epoch(train) [99][ 200/5005] lr: 8.0381e-03 eta: 1:30:41 time: 0.0516 data_time: 0.0023 memory: 947 loss: 1.5248 2022/11/27 09:14:25 - mmengine - INFO - Epoch(train) [99][ 300/5005] lr: 8.0239e-03 eta: 1:30:36 time: 0.0526 data_time: 0.0091 memory: 947 loss: 1.7439 2022/11/27 09:14:30 - mmengine - INFO - Epoch(train) [99][ 400/5005] lr: 8.0097e-03 eta: 1:30:31 time: 0.0508 data_time: 0.0025 memory: 947 loss: 1.4157 2022/11/27 09:14:35 - mmengine - INFO - Epoch(train) [99][ 500/5005] lr: 7.9955e-03 eta: 1:30:27 time: 0.0477 data_time: 0.0023 memory: 947 loss: 1.3154 2022/11/27 09:14:35 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:14:40 - mmengine - INFO - Epoch(train) [99][ 600/5005] lr: 7.9814e-03 eta: 1:30:22 time: 0.0509 data_time: 0.0030 memory: 947 loss: 1.4402 2022/11/27 09:14:45 - mmengine - INFO - Epoch(train) [99][ 700/5005] lr: 7.9672e-03 eta: 1:30:17 time: 0.0465 data_time: 0.0022 memory: 947 loss: 1.5106 2022/11/27 09:14:50 - mmengine - INFO - Epoch(train) [99][ 800/5005] lr: 7.9530e-03 eta: 1:30:12 time: 0.0438 data_time: 0.0022 memory: 947 loss: 1.5240 2022/11/27 09:14:56 - mmengine - INFO - Epoch(train) [99][ 900/5005] lr: 7.9389e-03 eta: 1:30:07 time: 0.0571 data_time: 0.0158 memory: 947 loss: 1.5842 2022/11/27 09:15:01 - mmengine - INFO - Epoch(train) [99][1000/5005] lr: 7.9247e-03 eta: 1:30:02 time: 0.0461 data_time: 0.0024 memory: 947 loss: 1.6356 2022/11/27 09:15:06 - mmengine - INFO - Epoch(train) [99][1100/5005] lr: 7.9106e-03 eta: 1:29:57 time: 0.0502 data_time: 0.0026 memory: 947 loss: 1.4963 2022/11/27 09:15:11 - mmengine - INFO - Epoch(train) [99][1200/5005] lr: 7.8965e-03 eta: 1:29:52 time: 0.0510 data_time: 0.0025 memory: 947 loss: 1.5348 2022/11/27 09:15:16 - mmengine - INFO - Epoch(train) [99][1300/5005] lr: 7.8824e-03 eta: 1:29:47 time: 0.0450 data_time: 0.0021 memory: 947 loss: 1.3960 2022/11/27 09:15:21 - mmengine - INFO - Epoch(train) [99][1400/5005] lr: 7.8683e-03 eta: 1:29:42 time: 0.0458 data_time: 0.0024 memory: 947 loss: 1.5464 2022/11/27 09:15:26 - mmengine - INFO - Epoch(train) [99][1500/5005] lr: 7.8542e-03 eta: 1:29:37 time: 0.0495 data_time: 0.0026 memory: 947 loss: 1.6642 2022/11/27 09:15:27 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:15:31 - mmengine - INFO - Epoch(train) [99][1600/5005] lr: 7.8402e-03 eta: 1:29:32 time: 0.0498 data_time: 0.0022 memory: 947 loss: 1.5921 2022/11/27 09:15:36 - mmengine - INFO - Epoch(train) [99][1700/5005] lr: 7.8261e-03 eta: 1:29:27 time: 0.0478 data_time: 0.0023 memory: 947 loss: 1.5359 2022/11/27 09:15:41 - mmengine - INFO - Epoch(train) [99][1800/5005] lr: 7.8121e-03 eta: 1:29:22 time: 0.0452 data_time: 0.0021 memory: 947 loss: 1.4909 2022/11/27 09:15:46 - mmengine - INFO - Epoch(train) [99][1900/5005] lr: 7.7980e-03 eta: 1:29:17 time: 0.0444 data_time: 0.0025 memory: 947 loss: 1.6503 2022/11/27 09:15:51 - mmengine - INFO - Epoch(train) [99][2000/5005] lr: 7.7840e-03 eta: 1:29:12 time: 0.0482 data_time: 0.0022 memory: 947 loss: 1.5695 2022/11/27 09:15:56 - mmengine - INFO - Epoch(train) [99][2100/5005] lr: 7.7700e-03 eta: 1:29:07 time: 0.0434 data_time: 0.0023 memory: 947 loss: 1.6265 2022/11/27 09:16:01 - mmengine - INFO - Epoch(train) [99][2200/5005] lr: 7.7560e-03 eta: 1:29:02 time: 0.0566 data_time: 0.0024 memory: 947 loss: 1.4869 2022/11/27 09:16:06 - mmengine - INFO - Epoch(train) [99][2300/5005] lr: 7.7420e-03 eta: 1:28:57 time: 0.0476 data_time: 0.0023 memory: 947 loss: 1.6124 2022/11/27 09:16:11 - mmengine - INFO - Epoch(train) [99][2400/5005] lr: 7.7281e-03 eta: 1:28:52 time: 0.0490 data_time: 0.0022 memory: 947 loss: 1.3786 2022/11/27 09:16:16 - mmengine - INFO - Epoch(train) [99][2500/5005] lr: 7.7141e-03 eta: 1:28:47 time: 0.0505 data_time: 0.0066 memory: 947 loss: 1.5745 2022/11/27 09:16:17 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:16:21 - mmengine - INFO - Epoch(train) [99][2600/5005] lr: 7.7001e-03 eta: 1:28:42 time: 0.0474 data_time: 0.0024 memory: 947 loss: 1.5350 2022/11/27 09:16:26 - mmengine - INFO - Epoch(train) [99][2700/5005] lr: 7.6862e-03 eta: 1:28:38 time: 0.0502 data_time: 0.0022 memory: 947 loss: 1.5429 2022/11/27 09:16:32 - mmengine - INFO - Epoch(train) [99][2800/5005] lr: 7.6723e-03 eta: 1:28:33 time: 0.0469 data_time: 0.0021 memory: 947 loss: 1.6256 2022/11/27 09:16:37 - mmengine - INFO - Epoch(train) [99][2900/5005] lr: 7.6584e-03 eta: 1:28:28 time: 0.0724 data_time: 0.0026 memory: 947 loss: 1.5865 2022/11/27 09:16:42 - mmengine - INFO - Epoch(train) [99][3000/5005] lr: 7.6445e-03 eta: 1:28:23 time: 0.0492 data_time: 0.0021 memory: 947 loss: 1.5328 2022/11/27 09:16:47 - mmengine - INFO - Epoch(train) [99][3100/5005] lr: 7.6306e-03 eta: 1:28:18 time: 0.0473 data_time: 0.0021 memory: 947 loss: 1.5990 2022/11/27 09:16:52 - mmengine - INFO - Epoch(train) [99][3200/5005] lr: 7.6167e-03 eta: 1:28:13 time: 0.0459 data_time: 0.0023 memory: 947 loss: 1.4633 2022/11/27 09:16:58 - mmengine - INFO - Epoch(train) [99][3300/5005] lr: 7.6028e-03 eta: 1:28:08 time: 0.0480 data_time: 0.0023 memory: 947 loss: 1.5381 2022/11/27 09:17:03 - mmengine - INFO - Epoch(train) [99][3400/5005] lr: 7.5890e-03 eta: 1:28:03 time: 0.0625 data_time: 0.0021 memory: 947 loss: 1.4593 2022/11/27 09:17:08 - mmengine - INFO - Epoch(train) [99][3500/5005] lr: 7.5751e-03 eta: 1:27:58 time: 0.0470 data_time: 0.0021 memory: 947 loss: 1.5748 2022/11/27 09:17:08 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:17:13 - mmengine - INFO - Epoch(train) [99][3600/5005] lr: 7.5613e-03 eta: 1:27:53 time: 0.0506 data_time: 0.0021 memory: 947 loss: 1.4612 2022/11/27 09:17:17 - mmengine - INFO - Epoch(train) [99][3700/5005] lr: 7.5475e-03 eta: 1:27:48 time: 0.0471 data_time: 0.0027 memory: 947 loss: 1.6607 2022/11/27 09:17:22 - mmengine - INFO - Epoch(train) [99][3800/5005] lr: 7.5336e-03 eta: 1:27:43 time: 0.0468 data_time: 0.0027 memory: 947 loss: 1.4779 2022/11/27 09:17:27 - mmengine - INFO - Epoch(train) [99][3900/5005] lr: 7.5198e-03 eta: 1:27:38 time: 0.0469 data_time: 0.0053 memory: 947 loss: 1.6482 2022/11/27 09:17:32 - mmengine - INFO - Epoch(train) [99][4000/5005] lr: 7.5061e-03 eta: 1:27:33 time: 0.0468 data_time: 0.0026 memory: 947 loss: 1.3727 2022/11/27 09:17:37 - mmengine - INFO - Epoch(train) [99][4100/5005] lr: 7.4923e-03 eta: 1:27:28 time: 0.0484 data_time: 0.0020 memory: 947 loss: 1.5213 2022/11/27 09:17:42 - mmengine - INFO - Epoch(train) [99][4200/5005] lr: 7.4785e-03 eta: 1:27:23 time: 0.0528 data_time: 0.0105 memory: 947 loss: 1.5386 2022/11/27 09:17:48 - mmengine - INFO - Epoch(train) [99][4300/5005] lr: 7.4648e-03 eta: 1:27:18 time: 0.0584 data_time: 0.0021 memory: 947 loss: 1.5850 2022/11/27 09:17:53 - mmengine - INFO - Epoch(train) [99][4400/5005] lr: 7.4510e-03 eta: 1:27:13 time: 0.0466 data_time: 0.0024 memory: 947 loss: 1.5181 2022/11/27 09:17:58 - mmengine - INFO - Epoch(train) [99][4500/5005] lr: 7.4373e-03 eta: 1:27:08 time: 0.0480 data_time: 0.0026 memory: 947 loss: 1.4872 2022/11/27 09:17:58 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:18:03 - mmengine - INFO - Epoch(train) [99][4600/5005] lr: 7.4236e-03 eta: 1:27:03 time: 0.0456 data_time: 0.0023 memory: 947 loss: 1.5224 2022/11/27 09:18:08 - mmengine - INFO - Epoch(train) [99][4700/5005] lr: 7.4099e-03 eta: 1:26:58 time: 0.0506 data_time: 0.0063 memory: 947 loss: 1.8041 2022/11/27 09:18:13 - mmengine - INFO - Epoch(train) [99][4800/5005] lr: 7.3962e-03 eta: 1:26:54 time: 0.0568 data_time: 0.0022 memory: 947 loss: 1.4758 2022/11/27 09:18:18 - mmengine - INFO - Epoch(train) [99][4900/5005] lr: 7.3825e-03 eta: 1:26:49 time: 0.0475 data_time: 0.0021 memory: 947 loss: 1.3569 2022/11/27 09:18:24 - mmengine - INFO - Epoch(train) [99][5000/5005] lr: 7.3688e-03 eta: 1:26:44 time: 0.0446 data_time: 0.0037 memory: 947 loss: 1.3305 2022/11/27 09:18:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:18:24 - mmengine - INFO - Saving checkpoint at 99 epochs 2022/11/27 09:18:28 - mmengine - INFO - Epoch(val) [99][100/196] eta: 0:00:03 time: 0.0350 data_time: 0.0215 memory: 947 2022/11/27 09:18:41 - mmengine - INFO - Epoch(val) [99][196/196] accuracy/top1: 68.2800 accuracy/top5: 88.2100 2022/11/27 09:18:47 - mmengine - INFO - Epoch(train) [100][ 100/5005] lr: 7.3545e-03 eta: 1:26:38 time: 0.0506 data_time: 0.0025 memory: 947 loss: 1.4706 2022/11/27 09:18:52 - mmengine - INFO - Epoch(train) [100][ 200/5005] lr: 7.3408e-03 eta: 1:26:33 time: 0.0493 data_time: 0.0023 memory: 947 loss: 1.6018 2022/11/27 09:18:56 - mmengine - INFO - Epoch(train) [100][ 300/5005] lr: 7.3272e-03 eta: 1:26:28 time: 0.0480 data_time: 0.0026 memory: 947 loss: 1.4023 2022/11/27 09:19:01 - mmengine - INFO - Epoch(train) [100][ 400/5005] lr: 7.3136e-03 eta: 1:26:24 time: 0.0481 data_time: 0.0030 memory: 947 loss: 1.5126 2022/11/27 09:19:07 - mmengine - INFO - Epoch(train) [100][ 500/5005] lr: 7.2999e-03 eta: 1:26:19 time: 0.0499 data_time: 0.0029 memory: 947 loss: 1.5528 2022/11/27 09:19:07 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:19:12 - mmengine - INFO - Epoch(train) [100][ 600/5005] lr: 7.2863e-03 eta: 1:26:14 time: 0.0510 data_time: 0.0023 memory: 947 loss: 1.5374 2022/11/27 09:19:17 - mmengine - INFO - Epoch(train) [100][ 700/5005] lr: 7.2728e-03 eta: 1:26:09 time: 0.0419 data_time: 0.0021 memory: 947 loss: 1.7192 2022/11/27 09:19:22 - mmengine - INFO - Epoch(train) [100][ 800/5005] lr: 7.2592e-03 eta: 1:26:04 time: 0.0485 data_time: 0.0021 memory: 947 loss: 1.5163 2022/11/27 09:19:27 - mmengine - INFO - Epoch(train) [100][ 900/5005] lr: 7.2456e-03 eta: 1:25:59 time: 0.0467 data_time: 0.0022 memory: 947 loss: 1.4817 2022/11/27 09:19:32 - mmengine - INFO - Epoch(train) [100][1000/5005] lr: 7.2321e-03 eta: 1:25:54 time: 0.0585 data_time: 0.0025 memory: 947 loss: 1.5578 2022/11/27 09:19:38 - mmengine - INFO - Epoch(train) [100][1100/5005] lr: 7.2185e-03 eta: 1:25:49 time: 0.0537 data_time: 0.0022 memory: 947 loss: 1.3137 2022/11/27 09:19:43 - mmengine - INFO - Epoch(train) [100][1200/5005] lr: 7.2050e-03 eta: 1:25:44 time: 0.0593 data_time: 0.0024 memory: 947 loss: 1.3773 2022/11/27 09:19:48 - mmengine - INFO - Epoch(train) [100][1300/5005] lr: 7.1915e-03 eta: 1:25:39 time: 0.0477 data_time: 0.0021 memory: 947 loss: 1.5742 2022/11/27 09:19:53 - mmengine - INFO - Epoch(train) [100][1400/5005] lr: 7.1780e-03 eta: 1:25:34 time: 0.0457 data_time: 0.0023 memory: 947 loss: 1.3079 2022/11/27 09:19:58 - mmengine - INFO - Epoch(train) [100][1500/5005] lr: 7.1645e-03 eta: 1:25:29 time: 0.0447 data_time: 0.0025 memory: 947 loss: 1.6159 2022/11/27 09:19:58 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:20:03 - mmengine - INFO - Epoch(train) [100][1600/5005] lr: 7.1510e-03 eta: 1:25:24 time: 0.0496 data_time: 0.0022 memory: 947 loss: 1.5766 2022/11/27 09:20:08 - mmengine - INFO - Epoch(train) [100][1700/5005] lr: 7.1375e-03 eta: 1:25:19 time: 0.0471 data_time: 0.0031 memory: 947 loss: 1.1918 2022/11/27 09:20:13 - mmengine - INFO - Epoch(train) [100][1800/5005] lr: 7.1240e-03 eta: 1:25:14 time: 0.0541 data_time: 0.0022 memory: 947 loss: 1.3883 2022/11/27 09:20:18 - mmengine - INFO - Epoch(train) [100][1900/5005] lr: 7.1106e-03 eta: 1:25:09 time: 0.0615 data_time: 0.0022 memory: 947 loss: 1.5283 2022/11/27 09:20:23 - mmengine - INFO - Epoch(train) [100][2000/5005] lr: 7.0972e-03 eta: 1:25:04 time: 0.0464 data_time: 0.0021 memory: 947 loss: 1.4008 2022/11/27 09:20:28 - mmengine - INFO - Epoch(train) [100][2100/5005] lr: 7.0837e-03 eta: 1:24:59 time: 0.0470 data_time: 0.0024 memory: 947 loss: 1.7243 2022/11/27 09:20:33 - mmengine - INFO - Epoch(train) [100][2200/5005] lr: 7.0703e-03 eta: 1:24:54 time: 0.0468 data_time: 0.0024 memory: 947 loss: 1.6972 2022/11/27 09:20:38 - mmengine - INFO - Epoch(train) [100][2300/5005] lr: 7.0569e-03 eta: 1:24:49 time: 0.0438 data_time: 0.0023 memory: 947 loss: 1.4525 2022/11/27 09:20:43 - mmengine - INFO - Epoch(train) [100][2400/5005] lr: 7.0435e-03 eta: 1:24:44 time: 0.0544 data_time: 0.0021 memory: 947 loss: 1.2912 2022/11/27 09:20:48 - mmengine - INFO - Epoch(train) [100][2500/5005] lr: 7.0301e-03 eta: 1:24:39 time: 0.0462 data_time: 0.0024 memory: 947 loss: 1.4734 2022/11/27 09:20:48 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:20:53 - mmengine - INFO - Epoch(train) [100][2600/5005] lr: 7.0168e-03 eta: 1:24:35 time: 0.0469 data_time: 0.0022 memory: 947 loss: 1.6331 2022/11/27 09:20:58 - mmengine - INFO - Epoch(train) [100][2700/5005] lr: 7.0034e-03 eta: 1:24:30 time: 0.0462 data_time: 0.0025 memory: 947 loss: 1.4494 2022/11/27 09:21:03 - mmengine - INFO - Epoch(train) [100][2800/5005] lr: 6.9901e-03 eta: 1:24:25 time: 0.0436 data_time: 0.0021 memory: 947 loss: 1.3078 2022/11/27 09:21:08 - mmengine - INFO - Epoch(train) [100][2900/5005] lr: 6.9768e-03 eta: 1:24:20 time: 0.0442 data_time: 0.0024 memory: 947 loss: 1.5918 2022/11/27 09:21:13 - mmengine - INFO - Epoch(train) [100][3000/5005] lr: 6.9634e-03 eta: 1:24:15 time: 0.0446 data_time: 0.0024 memory: 947 loss: 1.5102 2022/11/27 09:21:18 - mmengine - INFO - Epoch(train) [100][3100/5005] lr: 6.9501e-03 eta: 1:24:10 time: 0.0726 data_time: 0.0024 memory: 947 loss: 1.6949 2022/11/27 09:21:23 - mmengine - INFO - Epoch(train) [100][3200/5005] lr: 6.9368e-03 eta: 1:24:05 time: 0.0515 data_time: 0.0024 memory: 947 loss: 1.5316 2022/11/27 09:21:29 - mmengine - INFO - Epoch(train) [100][3300/5005] lr: 6.9235e-03 eta: 1:24:00 time: 0.0456 data_time: 0.0024 memory: 947 loss: 1.5336 2022/11/27 09:21:34 - mmengine - INFO - Epoch(train) [100][3400/5005] lr: 6.9103e-03 eta: 1:23:55 time: 0.0478 data_time: 0.0027 memory: 947 loss: 1.6892 2022/11/27 09:21:39 - mmengine - INFO - Epoch(train) [100][3500/5005] lr: 6.8970e-03 eta: 1:23:50 time: 0.0442 data_time: 0.0021 memory: 947 loss: 1.4468 2022/11/27 09:21:39 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:21:44 - mmengine - INFO - Epoch(train) [100][3600/5005] lr: 6.8838e-03 eta: 1:23:45 time: 0.0463 data_time: 0.0021 memory: 947 loss: 1.5923 2022/11/27 09:21:49 - mmengine - INFO - Epoch(train) [100][3700/5005] lr: 6.8705e-03 eta: 1:23:40 time: 0.0471 data_time: 0.0024 memory: 947 loss: 1.4477 2022/11/27 09:21:53 - mmengine - INFO - Epoch(train) [100][3800/5005] lr: 6.8573e-03 eta: 1:23:35 time: 0.0450 data_time: 0.0022 memory: 947 loss: 1.5689 2022/11/27 09:21:59 - mmengine - INFO - Epoch(train) [100][3900/5005] lr: 6.8441e-03 eta: 1:23:30 time: 0.0457 data_time: 0.0030 memory: 947 loss: 1.4920 2022/11/27 09:22:03 - mmengine - INFO - Epoch(train) [100][4000/5005] lr: 6.8309e-03 eta: 1:23:25 time: 0.0448 data_time: 0.0024 memory: 947 loss: 1.6299 2022/11/27 09:22:09 - mmengine - INFO - Epoch(train) [100][4100/5005] lr: 6.8177e-03 eta: 1:23:20 time: 0.0550 data_time: 0.0024 memory: 947 loss: 1.4735 2022/11/27 09:22:14 - mmengine - INFO - Epoch(train) [100][4200/5005] lr: 6.8045e-03 eta: 1:23:15 time: 0.0451 data_time: 0.0023 memory: 947 loss: 1.7273 2022/11/27 09:22:19 - mmengine - INFO - Epoch(train) [100][4300/5005] lr: 6.7913e-03 eta: 1:23:10 time: 0.0484 data_time: 0.0030 memory: 947 loss: 1.4680 2022/11/27 09:22:24 - mmengine - INFO - Epoch(train) [100][4400/5005] lr: 6.7782e-03 eta: 1:23:05 time: 0.0503 data_time: 0.0021 memory: 947 loss: 1.6044 2022/11/27 09:22:29 - mmengine - INFO - Epoch(train) [100][4500/5005] lr: 6.7651e-03 eta: 1:23:00 time: 0.0431 data_time: 0.0024 memory: 947 loss: 1.4707 2022/11/27 09:22:29 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:22:34 - mmengine - INFO - Epoch(train) [100][4600/5005] lr: 6.7519e-03 eta: 1:22:55 time: 0.0449 data_time: 0.0024 memory: 947 loss: 1.6442 2022/11/27 09:22:39 - mmengine - INFO - Epoch(train) [100][4700/5005] lr: 6.7388e-03 eta: 1:22:50 time: 0.0539 data_time: 0.0022 memory: 947 loss: 1.7277 2022/11/27 09:22:44 - mmengine - INFO - Epoch(train) [100][4800/5005] lr: 6.7257e-03 eta: 1:22:45 time: 0.0457 data_time: 0.0022 memory: 947 loss: 1.3030 2022/11/27 09:22:49 - mmengine - INFO - Epoch(train) [100][4900/5005] lr: 6.7126e-03 eta: 1:22:40 time: 0.0525 data_time: 0.0122 memory: 947 loss: 1.5841 2022/11/27 09:22:54 - mmengine - INFO - Epoch(train) [100][5000/5005] lr: 6.6995e-03 eta: 1:22:35 time: 0.0469 data_time: 0.0024 memory: 947 loss: 1.4716 2022/11/27 09:22:54 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:22:54 - mmengine - INFO - Saving checkpoint at 100 epochs 2022/11/27 09:22:59 - mmengine - INFO - Epoch(val) [100][100/196] eta: 0:00:03 time: 0.0363 data_time: 0.0249 memory: 947 2022/11/27 09:23:12 - mmengine - INFO - Epoch(val) [100][196/196] accuracy/top1: 68.5440 accuracy/top5: 88.4040 2022/11/27 09:23:17 - mmengine - INFO - Epoch(train) [101][ 100/5005] lr: 6.6858e-03 eta: 1:22:30 time: 0.0454 data_time: 0.0024 memory: 947 loss: 1.5692 2022/11/27 09:23:22 - mmengine - INFO - Epoch(train) [101][ 200/5005] lr: 6.6727e-03 eta: 1:22:25 time: 0.0456 data_time: 0.0024 memory: 947 loss: 1.5360 2022/11/27 09:23:27 - mmengine - INFO - Epoch(train) [101][ 300/5005] lr: 6.6597e-03 eta: 1:22:20 time: 0.0453 data_time: 0.0024 memory: 947 loss: 1.4326 2022/11/27 09:23:33 - mmengine - INFO - Epoch(train) [101][ 400/5005] lr: 6.6466e-03 eta: 1:22:15 time: 0.0488 data_time: 0.0023 memory: 947 loss: 1.3489 2022/11/27 09:23:38 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:23:38 - mmengine - INFO - Epoch(train) [101][ 500/5005] lr: 6.6336e-03 eta: 1:22:11 time: 0.0481 data_time: 0.0021 memory: 947 loss: 1.7504 2022/11/27 09:23:43 - mmengine - INFO - Epoch(train) [101][ 600/5005] lr: 6.6206e-03 eta: 1:22:06 time: 0.0496 data_time: 0.0029 memory: 947 loss: 1.4206 2022/11/27 09:23:48 - mmengine - INFO - Epoch(train) [101][ 700/5005] lr: 6.6076e-03 eta: 1:22:01 time: 0.0475 data_time: 0.0024 memory: 947 loss: 1.2104 2022/11/27 09:23:53 - mmengine - INFO - Epoch(train) [101][ 800/5005] lr: 6.5946e-03 eta: 1:21:56 time: 0.0498 data_time: 0.0022 memory: 947 loss: 1.3547 2022/11/27 09:23:58 - mmengine - INFO - Epoch(train) [101][ 900/5005] lr: 6.5816e-03 eta: 1:21:51 time: 0.0484 data_time: 0.0023 memory: 947 loss: 1.4745 2022/11/27 09:24:03 - mmengine - INFO - Epoch(train) [101][1000/5005] lr: 6.5687e-03 eta: 1:21:46 time: 0.0468 data_time: 0.0023 memory: 947 loss: 1.7034 2022/11/27 09:24:08 - mmengine - INFO - Epoch(train) [101][1100/5005] lr: 6.5557e-03 eta: 1:21:41 time: 0.0482 data_time: 0.0027 memory: 947 loss: 1.3894 2022/11/27 09:24:13 - mmengine - INFO - Epoch(train) [101][1200/5005] lr: 6.5428e-03 eta: 1:21:36 time: 0.0474 data_time: 0.0028 memory: 947 loss: 1.3534 2022/11/27 09:24:18 - mmengine - INFO - Epoch(train) [101][1300/5005] lr: 6.5299e-03 eta: 1:21:31 time: 0.0508 data_time: 0.0023 memory: 947 loss: 1.4805 2022/11/27 09:24:24 - mmengine - INFO - Epoch(train) [101][1400/5005] lr: 6.5169e-03 eta: 1:21:26 time: 0.0467 data_time: 0.0025 memory: 947 loss: 1.5755 2022/11/27 09:24:29 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:24:29 - mmengine - INFO - Epoch(train) [101][1500/5005] lr: 6.5040e-03 eta: 1:21:21 time: 0.0563 data_time: 0.0024 memory: 947 loss: 1.5186 2022/11/27 09:24:34 - mmengine - INFO - Epoch(train) [101][1600/5005] lr: 6.4911e-03 eta: 1:21:16 time: 0.0451 data_time: 0.0021 memory: 947 loss: 1.4723 2022/11/27 09:24:39 - mmengine - INFO - Epoch(train) [101][1700/5005] lr: 6.4783e-03 eta: 1:21:11 time: 0.0521 data_time: 0.0026 memory: 947 loss: 1.5443 2022/11/27 09:24:44 - mmengine - INFO - Epoch(train) [101][1800/5005] lr: 6.4654e-03 eta: 1:21:06 time: 0.0492 data_time: 0.0021 memory: 947 loss: 1.4530 2022/11/27 09:24:49 - mmengine - INFO - Epoch(train) [101][1900/5005] lr: 6.4525e-03 eta: 1:21:01 time: 0.0510 data_time: 0.0024 memory: 947 loss: 1.5013 2022/11/27 09:24:54 - mmengine - INFO - Epoch(train) [101][2000/5005] lr: 6.4397e-03 eta: 1:20:56 time: 0.0484 data_time: 0.0021 memory: 947 loss: 1.4908 2022/11/27 09:25:00 - mmengine - INFO - Epoch(train) [101][2100/5005] lr: 6.4269e-03 eta: 1:20:51 time: 0.0464 data_time: 0.0022 memory: 947 loss: 1.4463 2022/11/27 09:25:05 - mmengine - INFO - Epoch(train) [101][2200/5005] lr: 6.4140e-03 eta: 1:20:46 time: 0.0472 data_time: 0.0028 memory: 947 loss: 1.5251 2022/11/27 09:25:10 - mmengine - INFO - Epoch(train) [101][2300/5005] lr: 6.4012e-03 eta: 1:20:42 time: 0.0442 data_time: 0.0024 memory: 947 loss: 1.5865 2022/11/27 09:25:15 - mmengine - INFO - Epoch(train) [101][2400/5005] lr: 6.3884e-03 eta: 1:20:37 time: 0.0486 data_time: 0.0028 memory: 947 loss: 1.5138 2022/11/27 09:25:20 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:25:20 - mmengine - INFO - Epoch(train) [101][2500/5005] lr: 6.3756e-03 eta: 1:20:32 time: 0.0474 data_time: 0.0023 memory: 947 loss: 1.4871 2022/11/27 09:25:25 - mmengine - INFO - Epoch(train) [101][2600/5005] lr: 6.3629e-03 eta: 1:20:27 time: 0.0507 data_time: 0.0028 memory: 947 loss: 1.6644 2022/11/27 09:25:31 - mmengine - INFO - Epoch(train) [101][2700/5005] lr: 6.3501e-03 eta: 1:20:22 time: 0.0480 data_time: 0.0022 memory: 947 loss: 1.4548 2022/11/27 09:25:36 - mmengine - INFO - Epoch(train) [101][2800/5005] lr: 6.3374e-03 eta: 1:20:17 time: 0.0491 data_time: 0.0022 memory: 947 loss: 1.5971 2022/11/27 09:25:41 - mmengine - INFO - Epoch(train) [101][2900/5005] lr: 6.3246e-03 eta: 1:20:12 time: 0.0467 data_time: 0.0022 memory: 947 loss: 1.4519 2022/11/27 09:25:46 - mmengine - INFO - Epoch(train) [101][3000/5005] lr: 6.3119e-03 eta: 1:20:07 time: 0.0497 data_time: 0.0023 memory: 947 loss: 1.4605 2022/11/27 09:25:51 - mmengine - INFO - Epoch(train) [101][3100/5005] lr: 6.2992e-03 eta: 1:20:02 time: 0.0494 data_time: 0.0021 memory: 947 loss: 1.3448 2022/11/27 09:25:56 - mmengine - INFO - Epoch(train) [101][3200/5005] lr: 6.2865e-03 eta: 1:19:57 time: 0.0606 data_time: 0.0189 memory: 947 loss: 1.4235 2022/11/27 09:26:01 - mmengine - INFO - Epoch(train) [101][3300/5005] lr: 6.2738e-03 eta: 1:19:52 time: 0.0441 data_time: 0.0021 memory: 947 loss: 1.2702 2022/11/27 09:26:06 - mmengine - INFO - Epoch(train) [101][3400/5005] lr: 6.2611e-03 eta: 1:19:47 time: 0.0521 data_time: 0.0023 memory: 947 loss: 1.4818 2022/11/27 09:26:10 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:26:10 - mmengine - INFO - Epoch(train) [101][3500/5005] lr: 6.2484e-03 eta: 1:19:42 time: 0.0502 data_time: 0.0021 memory: 947 loss: 1.5001 2022/11/27 09:26:15 - mmengine - INFO - Epoch(train) [101][3600/5005] lr: 6.2358e-03 eta: 1:19:37 time: 0.0445 data_time: 0.0022 memory: 947 loss: 1.4544 2022/11/27 09:26:20 - mmengine - INFO - Epoch(train) [101][3700/5005] lr: 6.2232e-03 eta: 1:19:32 time: 0.0447 data_time: 0.0023 memory: 947 loss: 1.4056 2022/11/27 09:26:25 - mmengine - INFO - Epoch(train) [101][3800/5005] lr: 6.2105e-03 eta: 1:19:27 time: 0.0452 data_time: 0.0028 memory: 947 loss: 1.4476 2022/11/27 09:26:30 - mmengine - INFO - Epoch(train) [101][3900/5005] lr: 6.1979e-03 eta: 1:19:22 time: 0.0473 data_time: 0.0023 memory: 947 loss: 1.2937 2022/11/27 09:26:35 - mmengine - INFO - Epoch(train) [101][4000/5005] lr: 6.1853e-03 eta: 1:19:17 time: 0.0498 data_time: 0.0025 memory: 947 loss: 1.3965 2022/11/27 09:26:40 - mmengine - INFO - Epoch(train) [101][4100/5005] lr: 6.1727e-03 eta: 1:19:12 time: 0.0507 data_time: 0.0025 memory: 947 loss: 1.5927 2022/11/27 09:26:45 - mmengine - INFO - Epoch(train) [101][4200/5005] lr: 6.1601e-03 eta: 1:19:07 time: 0.0451 data_time: 0.0025 memory: 947 loss: 1.7339 2022/11/27 09:26:50 - mmengine - INFO - Epoch(train) [101][4300/5005] lr: 6.1475e-03 eta: 1:19:02 time: 0.0473 data_time: 0.0022 memory: 947 loss: 1.4856 2022/11/27 09:26:55 - mmengine - INFO - Epoch(train) [101][4400/5005] lr: 6.1350e-03 eta: 1:18:57 time: 0.0616 data_time: 0.0022 memory: 947 loss: 1.4596 2022/11/27 09:27:00 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:27:00 - mmengine - INFO - Epoch(train) [101][4500/5005] lr: 6.1224e-03 eta: 1:18:52 time: 0.0491 data_time: 0.0024 memory: 947 loss: 1.5332 2022/11/27 09:27:05 - mmengine - INFO - Epoch(train) [101][4600/5005] lr: 6.1099e-03 eta: 1:18:47 time: 0.0617 data_time: 0.0020 memory: 947 loss: 1.3824 2022/11/27 09:27:09 - mmengine - INFO - Epoch(train) [101][4700/5005] lr: 6.0974e-03 eta: 1:18:42 time: 0.0485 data_time: 0.0021 memory: 947 loss: 1.4174 2022/11/27 09:27:14 - mmengine - INFO - Epoch(train) [101][4800/5005] lr: 6.0849e-03 eta: 1:18:37 time: 0.0481 data_time: 0.0021 memory: 947 loss: 1.4799 2022/11/27 09:27:19 - mmengine - INFO - Epoch(train) [101][4900/5005] lr: 6.0724e-03 eta: 1:18:32 time: 0.0506 data_time: 0.0022 memory: 947 loss: 1.2530 2022/11/27 09:27:24 - mmengine - INFO - Epoch(train) [101][5000/5005] lr: 6.0599e-03 eta: 1:18:27 time: 0.0447 data_time: 0.0036 memory: 947 loss: 1.4474 2022/11/27 09:27:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:27:24 - mmengine - INFO - Saving checkpoint at 101 epochs 2022/11/27 09:27:29 - mmengine - INFO - Epoch(val) [101][100/196] eta: 0:00:04 time: 0.0373 data_time: 0.0264 memory: 947 2022/11/27 09:27:42 - mmengine - INFO - Epoch(val) [101][196/196] accuracy/top1: 69.0260 accuracy/top5: 88.6020 2022/11/27 09:27:48 - mmengine - INFO - Epoch(train) [102][ 100/5005] lr: 6.0468e-03 eta: 1:18:22 time: 0.0538 data_time: 0.0023 memory: 947 loss: 1.4495 2022/11/27 09:27:53 - mmengine - INFO - Epoch(train) [102][ 200/5005] lr: 6.0343e-03 eta: 1:18:17 time: 0.0465 data_time: 0.0026 memory: 947 loss: 1.4883 2022/11/27 09:27:58 - mmengine - INFO - Epoch(train) [102][ 300/5005] lr: 6.0219e-03 eta: 1:18:12 time: 0.0466 data_time: 0.0025 memory: 947 loss: 1.4575 2022/11/27 09:28:03 - mmengine - INFO - Epoch(train) [102][ 400/5005] lr: 6.0094e-03 eta: 1:18:07 time: 0.0479 data_time: 0.0021 memory: 947 loss: 1.3712 2022/11/27 09:28:08 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:28:08 - mmengine - INFO - Epoch(train) [102][ 500/5005] lr: 5.9970e-03 eta: 1:18:02 time: 0.0534 data_time: 0.0021 memory: 947 loss: 1.5375 2022/11/27 09:28:14 - mmengine - INFO - Epoch(train) [102][ 600/5005] lr: 5.9846e-03 eta: 1:17:57 time: 0.0503 data_time: 0.0121 memory: 947 loss: 1.4830 2022/11/27 09:28:19 - mmengine - INFO - Epoch(train) [102][ 700/5005] lr: 5.9722e-03 eta: 1:17:52 time: 0.0528 data_time: 0.0023 memory: 947 loss: 1.6516 2022/11/27 09:28:24 - mmengine - INFO - Epoch(train) [102][ 800/5005] lr: 5.9598e-03 eta: 1:17:48 time: 0.0453 data_time: 0.0021 memory: 947 loss: 1.3974 2022/11/27 09:28:29 - mmengine - INFO - Epoch(train) [102][ 900/5005] lr: 5.9474e-03 eta: 1:17:43 time: 0.0456 data_time: 0.0027 memory: 947 loss: 1.6155 2022/11/27 09:28:34 - mmengine - INFO - Epoch(train) [102][1000/5005] lr: 5.9351e-03 eta: 1:17:38 time: 0.0439 data_time: 0.0022 memory: 947 loss: 1.5063 2022/11/27 09:28:39 - mmengine - INFO - Epoch(train) [102][1100/5005] lr: 5.9227e-03 eta: 1:17:33 time: 0.0475 data_time: 0.0025 memory: 947 loss: 1.4309 2022/11/27 09:28:45 - mmengine - INFO - Epoch(train) [102][1200/5005] lr: 5.9104e-03 eta: 1:17:28 time: 0.0444 data_time: 0.0022 memory: 947 loss: 1.3183 2022/11/27 09:28:50 - mmengine - INFO - Epoch(train) [102][1300/5005] lr: 5.8981e-03 eta: 1:17:23 time: 0.0438 data_time: 0.0024 memory: 947 loss: 1.4169 2022/11/27 09:28:55 - mmengine - INFO - Epoch(train) [102][1400/5005] lr: 5.8857e-03 eta: 1:17:18 time: 0.0436 data_time: 0.0027 memory: 947 loss: 1.4025 2022/11/27 09:29:00 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:29:00 - mmengine - INFO - Epoch(train) [102][1500/5005] lr: 5.8734e-03 eta: 1:17:13 time: 0.0471 data_time: 0.0023 memory: 947 loss: 1.3442 2022/11/27 09:29:05 - mmengine - INFO - Epoch(train) [102][1600/5005] lr: 5.8611e-03 eta: 1:17:08 time: 0.0475 data_time: 0.0028 memory: 947 loss: 1.4182 2022/11/27 09:29:10 - mmengine - INFO - Epoch(train) [102][1700/5005] lr: 5.8489e-03 eta: 1:17:03 time: 0.0452 data_time: 0.0022 memory: 947 loss: 1.6689 2022/11/27 09:29:15 - mmengine - INFO - Epoch(train) [102][1800/5005] lr: 5.8366e-03 eta: 1:16:58 time: 0.0466 data_time: 0.0022 memory: 947 loss: 1.5378 2022/11/27 09:29:20 - mmengine - INFO - Epoch(train) [102][1900/5005] lr: 5.8243e-03 eta: 1:16:53 time: 0.0471 data_time: 0.0025 memory: 947 loss: 1.5702 2022/11/27 09:29:25 - mmengine - INFO - Epoch(train) [102][2000/5005] lr: 5.8121e-03 eta: 1:16:48 time: 0.0456 data_time: 0.0025 memory: 947 loss: 1.3291 2022/11/27 09:29:30 - mmengine - INFO - Epoch(train) [102][2100/5005] lr: 5.7999e-03 eta: 1:16:43 time: 0.0447 data_time: 0.0025 memory: 947 loss: 1.4896 2022/11/27 09:29:35 - mmengine - INFO - Epoch(train) [102][2200/5005] lr: 5.7876e-03 eta: 1:16:38 time: 0.0593 data_time: 0.0022 memory: 947 loss: 1.4446 2022/11/27 09:29:40 - mmengine - INFO - Epoch(train) [102][2300/5005] lr: 5.7754e-03 eta: 1:16:33 time: 0.0470 data_time: 0.0022 memory: 947 loss: 1.3957 2022/11/27 09:29:45 - mmengine - INFO - Epoch(train) [102][2400/5005] lr: 5.7632e-03 eta: 1:16:28 time: 0.0474 data_time: 0.0022 memory: 947 loss: 1.5803 2022/11/27 09:29:50 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:29:50 - mmengine - INFO - Epoch(train) [102][2500/5005] lr: 5.7510e-03 eta: 1:16:23 time: 0.0450 data_time: 0.0024 memory: 947 loss: 1.4626 2022/11/27 09:29:56 - mmengine - INFO - Epoch(train) [102][2600/5005] lr: 5.7389e-03 eta: 1:16:18 time: 0.0717 data_time: 0.0025 memory: 947 loss: 1.5176 2022/11/27 09:30:01 - mmengine - INFO - Epoch(train) [102][2700/5005] lr: 5.7267e-03 eta: 1:16:13 time: 0.0475 data_time: 0.0024 memory: 947 loss: 1.4706 2022/11/27 09:30:06 - mmengine - INFO - Epoch(train) [102][2800/5005] lr: 5.7146e-03 eta: 1:16:09 time: 0.0608 data_time: 0.0022 memory: 947 loss: 1.5519 2022/11/27 09:30:11 - mmengine - INFO - Epoch(train) [102][2900/5005] lr: 5.7024e-03 eta: 1:16:04 time: 0.0437 data_time: 0.0024 memory: 947 loss: 1.5042 2022/11/27 09:30:16 - mmengine - INFO - Epoch(train) [102][3000/5005] lr: 5.6903e-03 eta: 1:15:59 time: 0.0454 data_time: 0.0022 memory: 947 loss: 1.3073 2022/11/27 09:30:21 - mmengine - INFO - Epoch(train) [102][3100/5005] lr: 5.6782e-03 eta: 1:15:54 time: 0.0514 data_time: 0.0023 memory: 947 loss: 1.4354 2022/11/27 09:30:26 - mmengine - INFO - Epoch(train) [102][3200/5005] lr: 5.6661e-03 eta: 1:15:49 time: 0.0610 data_time: 0.0022 memory: 947 loss: 1.4670 2022/11/27 09:30:31 - mmengine - INFO - Epoch(train) [102][3300/5005] lr: 5.6540e-03 eta: 1:15:44 time: 0.0458 data_time: 0.0023 memory: 947 loss: 1.3794 2022/11/27 09:30:36 - mmengine - INFO - Epoch(train) [102][3400/5005] lr: 5.6419e-03 eta: 1:15:39 time: 0.0498 data_time: 0.0053 memory: 947 loss: 1.5654 2022/11/27 09:30:40 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:30:41 - mmengine - INFO - Epoch(train) [102][3500/5005] lr: 5.6299e-03 eta: 1:15:34 time: 0.0492 data_time: 0.0027 memory: 947 loss: 1.3605 2022/11/27 09:30:45 - mmengine - INFO - Epoch(train) [102][3600/5005] lr: 5.6178e-03 eta: 1:15:29 time: 0.0451 data_time: 0.0024 memory: 947 loss: 1.3545 2022/11/27 09:30:51 - mmengine - INFO - Epoch(train) [102][3700/5005] lr: 5.6058e-03 eta: 1:15:24 time: 0.0472 data_time: 0.0024 memory: 947 loss: 1.4210 2022/11/27 09:30:56 - mmengine - INFO - Epoch(train) [102][3800/5005] lr: 5.5938e-03 eta: 1:15:19 time: 0.0455 data_time: 0.0025 memory: 947 loss: 1.4884 2022/11/27 09:31:01 - mmengine - INFO - Epoch(train) [102][3900/5005] lr: 5.5817e-03 eta: 1:15:14 time: 0.0509 data_time: 0.0026 memory: 947 loss: 1.4837 2022/11/27 09:31:06 - mmengine - INFO - Epoch(train) [102][4000/5005] lr: 5.5697e-03 eta: 1:15:09 time: 0.0453 data_time: 0.0023 memory: 947 loss: 1.4563 2022/11/27 09:31:11 - mmengine - INFO - Epoch(train) [102][4100/5005] lr: 5.5577e-03 eta: 1:15:04 time: 0.0489 data_time: 0.0029 memory: 947 loss: 1.5461 2022/11/27 09:31:16 - mmengine - INFO - Epoch(train) [102][4200/5005] lr: 5.5458e-03 eta: 1:14:59 time: 0.0595 data_time: 0.0024 memory: 947 loss: 1.3260 2022/11/27 09:31:21 - mmengine - INFO - Epoch(train) [102][4300/5005] lr: 5.5338e-03 eta: 1:14:54 time: 0.0413 data_time: 0.0024 memory: 947 loss: 1.4909 2022/11/27 09:31:26 - mmengine - INFO - Epoch(train) [102][4400/5005] lr: 5.5219e-03 eta: 1:14:49 time: 0.0483 data_time: 0.0076 memory: 947 loss: 1.5168 2022/11/27 09:31:31 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:31:31 - mmengine - INFO - Epoch(train) [102][4500/5005] lr: 5.5099e-03 eta: 1:14:44 time: 0.0548 data_time: 0.0076 memory: 947 loss: 1.4824 2022/11/27 09:31:36 - mmengine - INFO - Epoch(train) [102][4600/5005] lr: 5.4980e-03 eta: 1:14:39 time: 0.0452 data_time: 0.0022 memory: 947 loss: 1.5014 2022/11/27 09:31:41 - mmengine - INFO - Epoch(train) [102][4700/5005] lr: 5.4861e-03 eta: 1:14:34 time: 0.0491 data_time: 0.0027 memory: 947 loss: 1.5269 2022/11/27 09:31:46 - mmengine - INFO - Epoch(train) [102][4800/5005] lr: 5.4742e-03 eta: 1:14:29 time: 0.0641 data_time: 0.0023 memory: 947 loss: 1.6475 2022/11/27 09:31:51 - mmengine - INFO - Epoch(train) [102][4900/5005] lr: 5.4623e-03 eta: 1:14:24 time: 0.0476 data_time: 0.0024 memory: 947 loss: 1.5672 2022/11/27 09:31:56 - mmengine - INFO - Epoch(train) [102][5000/5005] lr: 5.4504e-03 eta: 1:14:19 time: 0.0452 data_time: 0.0029 memory: 947 loss: 1.5341 2022/11/27 09:31:56 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:31:56 - mmengine - INFO - Saving checkpoint at 102 epochs 2022/11/27 09:32:01 - mmengine - INFO - Epoch(val) [102][100/196] eta: 0:00:04 time: 0.0381 data_time: 0.0264 memory: 947 2022/11/27 09:32:14 - mmengine - INFO - Epoch(val) [102][196/196] accuracy/top1: 69.4380 accuracy/top5: 88.8520 2022/11/27 09:32:19 - mmengine - INFO - Epoch(train) [103][ 100/5005] lr: 5.4379e-03 eta: 1:14:14 time: 0.0498 data_time: 0.0024 memory: 947 loss: 1.5110 2022/11/27 09:32:24 - mmengine - INFO - Epoch(train) [103][ 200/5005] lr: 5.4261e-03 eta: 1:14:09 time: 0.0440 data_time: 0.0024 memory: 947 loss: 1.4227 2022/11/27 09:32:29 - mmengine - INFO - Epoch(train) [103][ 300/5005] lr: 5.4142e-03 eta: 1:14:04 time: 0.0553 data_time: 0.0025 memory: 947 loss: 1.3436 2022/11/27 09:32:34 - mmengine - INFO - Epoch(train) [103][ 400/5005] lr: 5.4024e-03 eta: 1:13:59 time: 0.0481 data_time: 0.0052 memory: 947 loss: 1.4739 2022/11/27 09:32:38 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:32:39 - mmengine - INFO - Epoch(train) [103][ 500/5005] lr: 5.3906e-03 eta: 1:13:54 time: 0.0436 data_time: 0.0025 memory: 947 loss: 1.4247 2022/11/27 09:32:44 - mmengine - INFO - Epoch(train) [103][ 600/5005] lr: 5.3788e-03 eta: 1:13:49 time: 0.0468 data_time: 0.0022 memory: 947 loss: 1.5393 2022/11/27 09:32:49 - mmengine - INFO - Epoch(train) [103][ 700/5005] lr: 5.3670e-03 eta: 1:13:44 time: 0.0470 data_time: 0.0022 memory: 947 loss: 1.3596 2022/11/27 09:32:54 - mmengine - INFO - Epoch(train) [103][ 800/5005] lr: 5.3552e-03 eta: 1:13:39 time: 0.0493 data_time: 0.0023 memory: 947 loss: 1.3205 2022/11/27 09:32:59 - mmengine - INFO - Epoch(train) [103][ 900/5005] lr: 5.3434e-03 eta: 1:13:34 time: 0.0455 data_time: 0.0026 memory: 947 loss: 1.5113 2022/11/27 09:33:04 - mmengine - INFO - Epoch(train) [103][1000/5005] lr: 5.3317e-03 eta: 1:13:29 time: 0.0504 data_time: 0.0085 memory: 947 loss: 1.5714 2022/11/27 09:33:09 - mmengine - INFO - Epoch(train) [103][1100/5005] lr: 5.3199e-03 eta: 1:13:24 time: 0.0468 data_time: 0.0024 memory: 947 loss: 1.4932 2022/11/27 09:33:14 - mmengine - INFO - Epoch(train) [103][1200/5005] lr: 5.3082e-03 eta: 1:13:19 time: 0.0519 data_time: 0.0022 memory: 947 loss: 1.2871 2022/11/27 09:33:19 - mmengine - INFO - Epoch(train) [103][1300/5005] lr: 5.2965e-03 eta: 1:13:14 time: 0.0449 data_time: 0.0026 memory: 947 loss: 1.5159 2022/11/27 09:33:24 - mmengine - INFO - Epoch(train) [103][1400/5005] lr: 5.2848e-03 eta: 1:13:09 time: 0.0498 data_time: 0.0026 memory: 947 loss: 1.4343 2022/11/27 09:33:28 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:33:29 - mmengine - INFO - Epoch(train) [103][1500/5005] lr: 5.2731e-03 eta: 1:13:04 time: 0.0460 data_time: 0.0023 memory: 947 loss: 1.4874 2022/11/27 09:33:34 - mmengine - INFO - Epoch(train) [103][1600/5005] lr: 5.2614e-03 eta: 1:13:00 time: 0.0459 data_time: 0.0025 memory: 947 loss: 1.4502 2022/11/27 09:33:39 - mmengine - INFO - Epoch(train) [103][1700/5005] lr: 5.2497e-03 eta: 1:12:55 time: 0.0491 data_time: 0.0025 memory: 947 loss: 1.5160 2022/11/27 09:33:44 - mmengine - INFO - Epoch(train) [103][1800/5005] lr: 5.2380e-03 eta: 1:12:50 time: 0.0457 data_time: 0.0023 memory: 947 loss: 1.3740 2022/11/27 09:33:49 - mmengine - INFO - Epoch(train) [103][1900/5005] lr: 5.2264e-03 eta: 1:12:45 time: 0.0464 data_time: 0.0026 memory: 947 loss: 1.3384 2022/11/27 09:33:54 - mmengine - INFO - Epoch(train) [103][2000/5005] lr: 5.2148e-03 eta: 1:12:40 time: 0.0435 data_time: 0.0022 memory: 947 loss: 1.2173 2022/11/27 09:33:59 - mmengine - INFO - Epoch(train) [103][2100/5005] lr: 5.2031e-03 eta: 1:12:35 time: 0.0504 data_time: 0.0024 memory: 947 loss: 1.4575 2022/11/27 09:34:04 - mmengine - INFO - Epoch(train) [103][2200/5005] lr: 5.1915e-03 eta: 1:12:30 time: 0.0471 data_time: 0.0024 memory: 947 loss: 1.4701 2022/11/27 09:34:09 - mmengine - INFO - Epoch(train) [103][2300/5005] lr: 5.1799e-03 eta: 1:12:25 time: 0.0533 data_time: 0.0023 memory: 947 loss: 1.5517 2022/11/27 09:34:14 - mmengine - INFO - Epoch(train) [103][2400/5005] lr: 5.1683e-03 eta: 1:12:20 time: 0.0493 data_time: 0.0022 memory: 947 loss: 1.3979 2022/11/27 09:34:19 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:34:19 - mmengine - INFO - Epoch(train) [103][2500/5005] lr: 5.1568e-03 eta: 1:12:15 time: 0.0447 data_time: 0.0022 memory: 947 loss: 1.4824 2022/11/27 09:34:24 - mmengine - INFO - Epoch(train) [103][2600/5005] lr: 5.1452e-03 eta: 1:12:10 time: 0.0465 data_time: 0.0022 memory: 947 loss: 1.5613 2022/11/27 09:34:29 - mmengine - INFO - Epoch(train) [103][2700/5005] lr: 5.1337e-03 eta: 1:12:05 time: 0.0510 data_time: 0.0026 memory: 947 loss: 1.5326 2022/11/27 09:34:34 - mmengine - INFO - Epoch(train) [103][2800/5005] lr: 5.1221e-03 eta: 1:12:00 time: 0.0548 data_time: 0.0021 memory: 947 loss: 1.5335 2022/11/27 09:34:39 - mmengine - INFO - Epoch(train) [103][2900/5005] lr: 5.1106e-03 eta: 1:11:55 time: 0.0451 data_time: 0.0022 memory: 947 loss: 1.3146 2022/11/27 09:34:44 - mmengine - INFO - Epoch(train) [103][3000/5005] lr: 5.0991e-03 eta: 1:11:50 time: 0.0442 data_time: 0.0024 memory: 947 loss: 1.3457 2022/11/27 09:34:49 - mmengine - INFO - Epoch(train) [103][3100/5005] lr: 5.0876e-03 eta: 1:11:45 time: 0.0461 data_time: 0.0024 memory: 947 loss: 1.3129 2022/11/27 09:34:54 - mmengine - INFO - Epoch(train) [103][3200/5005] lr: 5.0761e-03 eta: 1:11:40 time: 0.0475 data_time: 0.0024 memory: 947 loss: 1.5503 2022/11/27 09:34:59 - mmengine - INFO - Epoch(train) [103][3300/5005] lr: 5.0646e-03 eta: 1:11:35 time: 0.0459 data_time: 0.0023 memory: 947 loss: 1.4704 2022/11/27 09:35:04 - mmengine - INFO - Epoch(train) [103][3400/5005] lr: 5.0532e-03 eta: 1:11:30 time: 0.0462 data_time: 0.0023 memory: 947 loss: 1.4145 2022/11/27 09:35:09 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:35:09 - mmengine - INFO - Epoch(train) [103][3500/5005] lr: 5.0417e-03 eta: 1:11:25 time: 0.0469 data_time: 0.0023 memory: 947 loss: 1.4022 2022/11/27 09:35:14 - mmengine - INFO - Epoch(train) [103][3600/5005] lr: 5.0303e-03 eta: 1:11:20 time: 0.0454 data_time: 0.0026 memory: 947 loss: 1.4714 2022/11/27 09:35:19 - mmengine - INFO - Epoch(train) [103][3700/5005] lr: 5.0188e-03 eta: 1:11:15 time: 0.0496 data_time: 0.0055 memory: 947 loss: 1.5658 2022/11/27 09:35:24 - mmengine - INFO - Epoch(train) [103][3800/5005] lr: 5.0074e-03 eta: 1:11:10 time: 0.0463 data_time: 0.0023 memory: 947 loss: 1.3988 2022/11/27 09:35:29 - mmengine - INFO - Epoch(train) [103][3900/5005] lr: 4.9960e-03 eta: 1:11:05 time: 0.0479 data_time: 0.0021 memory: 947 loss: 1.3831 2022/11/27 09:35:35 - mmengine - INFO - Epoch(train) [103][4000/5005] lr: 4.9846e-03 eta: 1:11:01 time: 0.0474 data_time: 0.0027 memory: 947 loss: 1.4259 2022/11/27 09:35:40 - mmengine - INFO - Epoch(train) [103][4100/5005] lr: 4.9733e-03 eta: 1:10:56 time: 0.0600 data_time: 0.0151 memory: 947 loss: 1.3237 2022/11/27 09:35:45 - mmengine - INFO - Epoch(train) [103][4200/5005] lr: 4.9619e-03 eta: 1:10:51 time: 0.0488 data_time: 0.0023 memory: 947 loss: 1.3102 2022/11/27 09:35:50 - mmengine - INFO - Epoch(train) [103][4300/5005] lr: 4.9505e-03 eta: 1:10:46 time: 0.0470 data_time: 0.0023 memory: 947 loss: 1.6040 2022/11/27 09:35:55 - mmengine - INFO - Epoch(train) [103][4400/5005] lr: 4.9392e-03 eta: 1:10:41 time: 0.0442 data_time: 0.0024 memory: 947 loss: 1.5276 2022/11/27 09:35:59 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:36:00 - mmengine - INFO - Epoch(train) [103][4500/5005] lr: 4.9279e-03 eta: 1:10:36 time: 0.0463 data_time: 0.0024 memory: 947 loss: 1.5293 2022/11/27 09:36:05 - mmengine - INFO - Epoch(train) [103][4600/5005] lr: 4.9166e-03 eta: 1:10:31 time: 0.0463 data_time: 0.0023 memory: 947 loss: 1.4562 2022/11/27 09:36:10 - mmengine - INFO - Epoch(train) [103][4700/5005] lr: 4.9052e-03 eta: 1:10:26 time: 0.0430 data_time: 0.0021 memory: 947 loss: 1.4017 2022/11/27 09:36:15 - mmengine - INFO - Epoch(train) [103][4800/5005] lr: 4.8940e-03 eta: 1:10:21 time: 0.0476 data_time: 0.0026 memory: 947 loss: 1.3960 2022/11/27 09:36:20 - mmengine - INFO - Epoch(train) [103][4900/5005] lr: 4.8827e-03 eta: 1:10:16 time: 0.0536 data_time: 0.0103 memory: 947 loss: 1.5183 2022/11/27 09:36:25 - mmengine - INFO - Epoch(train) [103][5000/5005] lr: 4.8714e-03 eta: 1:10:11 time: 0.0430 data_time: 0.0025 memory: 947 loss: 1.5132 2022/11/27 09:36:26 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:36:26 - mmengine - INFO - Saving checkpoint at 103 epochs 2022/11/27 09:36:30 - mmengine - INFO - Epoch(val) [103][100/196] eta: 0:00:03 time: 0.0373 data_time: 0.0252 memory: 947 2022/11/27 09:36:43 - mmengine - INFO - Epoch(val) [103][196/196] accuracy/top1: 69.5520 accuracy/top5: 88.9800 2022/11/27 09:36:48 - mmengine - INFO - Epoch(train) [104][ 100/5005] lr: 4.8596e-03 eta: 1:10:06 time: 0.0470 data_time: 0.0026 memory: 947 loss: 1.3896 2022/11/27 09:36:53 - mmengine - INFO - Epoch(train) [104][ 200/5005] lr: 4.8484e-03 eta: 1:10:01 time: 0.0491 data_time: 0.0026 memory: 947 loss: 1.4630 2022/11/27 09:36:58 - mmengine - INFO - Epoch(train) [104][ 300/5005] lr: 4.8371e-03 eta: 1:09:56 time: 0.0417 data_time: 0.0022 memory: 947 loss: 1.5744 2022/11/27 09:37:04 - mmengine - INFO - Epoch(train) [104][ 400/5005] lr: 4.8259e-03 eta: 1:09:51 time: 0.0611 data_time: 0.0022 memory: 947 loss: 1.1579 2022/11/27 09:37:08 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:37:09 - mmengine - INFO - Epoch(train) [104][ 500/5005] lr: 4.8147e-03 eta: 1:09:46 time: 0.0436 data_time: 0.0028 memory: 947 loss: 1.2637 2022/11/27 09:37:13 - mmengine - INFO - Epoch(train) [104][ 600/5005] lr: 4.8035e-03 eta: 1:09:41 time: 0.0458 data_time: 0.0026 memory: 947 loss: 1.2383 2022/11/27 09:37:18 - mmengine - INFO - Epoch(train) [104][ 700/5005] lr: 4.7923e-03 eta: 1:09:36 time: 0.0488 data_time: 0.0021 memory: 947 loss: 1.3185 2022/11/27 09:37:23 - mmengine - INFO - Epoch(train) [104][ 800/5005] lr: 4.7812e-03 eta: 1:09:31 time: 0.0467 data_time: 0.0026 memory: 947 loss: 1.3350 2022/11/27 09:37:28 - mmengine - INFO - Epoch(train) [104][ 900/5005] lr: 4.7700e-03 eta: 1:09:26 time: 0.0440 data_time: 0.0024 memory: 947 loss: 1.5964 2022/11/27 09:37:34 - mmengine - INFO - Epoch(train) [104][1000/5005] lr: 4.7589e-03 eta: 1:09:21 time: 0.0486 data_time: 0.0024 memory: 947 loss: 1.4835 2022/11/27 09:37:39 - mmengine - INFO - Epoch(train) [104][1100/5005] lr: 4.7477e-03 eta: 1:09:16 time: 0.0469 data_time: 0.0027 memory: 947 loss: 1.5574 2022/11/27 09:37:44 - mmengine - INFO - Epoch(train) [104][1200/5005] lr: 4.7366e-03 eta: 1:09:11 time: 0.0488 data_time: 0.0027 memory: 947 loss: 1.4364 2022/11/27 09:37:49 - mmengine - INFO - Epoch(train) [104][1300/5005] lr: 4.7255e-03 eta: 1:09:06 time: 0.0510 data_time: 0.0106 memory: 947 loss: 1.4643 2022/11/27 09:37:54 - mmengine - INFO - Epoch(train) [104][1400/5005] lr: 4.7144e-03 eta: 1:09:01 time: 0.0567 data_time: 0.0022 memory: 947 loss: 1.3902 2022/11/27 09:37:58 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:37:59 - mmengine - INFO - Epoch(train) [104][1500/5005] lr: 4.7033e-03 eta: 1:08:56 time: 0.0518 data_time: 0.0025 memory: 947 loss: 1.1995 2022/11/27 09:38:04 - mmengine - INFO - Epoch(train) [104][1600/5005] lr: 4.6923e-03 eta: 1:08:51 time: 0.0453 data_time: 0.0023 memory: 947 loss: 1.3051 2022/11/27 09:38:09 - mmengine - INFO - Epoch(train) [104][1700/5005] lr: 4.6812e-03 eta: 1:08:46 time: 0.0446 data_time: 0.0021 memory: 947 loss: 1.4721 2022/11/27 09:38:14 - mmengine - INFO - Epoch(train) [104][1800/5005] lr: 4.6702e-03 eta: 1:08:41 time: 0.0465 data_time: 0.0024 memory: 947 loss: 1.3300 2022/11/27 09:38:19 - mmengine - INFO - Epoch(train) [104][1900/5005] lr: 4.6591e-03 eta: 1:08:36 time: 0.0616 data_time: 0.0023 memory: 947 loss: 1.4086 2022/11/27 09:38:24 - mmengine - INFO - Epoch(train) [104][2000/5005] lr: 4.6481e-03 eta: 1:08:31 time: 0.0464 data_time: 0.0023 memory: 947 loss: 1.3173 2022/11/27 09:38:29 - mmengine - INFO - Epoch(train) [104][2100/5005] lr: 4.6371e-03 eta: 1:08:27 time: 0.0502 data_time: 0.0028 memory: 947 loss: 1.2700 2022/11/27 09:38:34 - mmengine - INFO - Epoch(train) [104][2200/5005] lr: 4.6261e-03 eta: 1:08:22 time: 0.0476 data_time: 0.0023 memory: 947 loss: 1.3616 2022/11/27 09:38:39 - mmengine - INFO - Epoch(train) [104][2300/5005] lr: 4.6151e-03 eta: 1:08:17 time: 0.0502 data_time: 0.0024 memory: 947 loss: 1.2316 2022/11/27 09:38:44 - mmengine - INFO - Epoch(train) [104][2400/5005] lr: 4.6042e-03 eta: 1:08:12 time: 0.0586 data_time: 0.0037 memory: 947 loss: 1.5318 2022/11/27 09:38:48 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:38:49 - mmengine - INFO - Epoch(train) [104][2500/5005] lr: 4.5932e-03 eta: 1:08:07 time: 0.0466 data_time: 0.0023 memory: 947 loss: 1.3279 2022/11/27 09:38:54 - mmengine - INFO - Epoch(train) [104][2600/5005] lr: 4.5823e-03 eta: 1:08:02 time: 0.0417 data_time: 0.0023 memory: 947 loss: 1.6286 2022/11/27 09:38:59 - mmengine - INFO - Epoch(train) [104][2700/5005] lr: 4.5713e-03 eta: 1:07:57 time: 0.0529 data_time: 0.0022 memory: 947 loss: 1.2701 2022/11/27 09:39:05 - mmengine - INFO - Epoch(train) [104][2800/5005] lr: 4.5604e-03 eta: 1:07:52 time: 0.0453 data_time: 0.0022 memory: 947 loss: 1.3095 2022/11/27 09:39:10 - mmengine - INFO - Epoch(train) [104][2900/5005] lr: 4.5495e-03 eta: 1:07:47 time: 0.0434 data_time: 0.0022 memory: 947 loss: 1.4899 2022/11/27 09:39:14 - mmengine - INFO - Epoch(train) [104][3000/5005] lr: 4.5386e-03 eta: 1:07:42 time: 0.0506 data_time: 0.0044 memory: 947 loss: 1.1924 2022/11/27 09:39:19 - mmengine - INFO - Epoch(train) [104][3100/5005] lr: 4.5277e-03 eta: 1:07:37 time: 0.0443 data_time: 0.0022 memory: 947 loss: 1.4436 2022/11/27 09:39:25 - mmengine - INFO - Epoch(train) [104][3200/5005] lr: 4.5169e-03 eta: 1:07:32 time: 0.0608 data_time: 0.0246 memory: 947 loss: 1.4952 2022/11/27 09:39:30 - mmengine - INFO - Epoch(train) [104][3300/5005] lr: 4.5060e-03 eta: 1:07:27 time: 0.0450 data_time: 0.0025 memory: 947 loss: 1.2634 2022/11/27 09:39:35 - mmengine - INFO - Epoch(train) [104][3400/5005] lr: 4.4952e-03 eta: 1:07:22 time: 0.0735 data_time: 0.0023 memory: 947 loss: 1.3681 2022/11/27 09:39:39 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:39:40 - mmengine - INFO - Epoch(train) [104][3500/5005] lr: 4.4843e-03 eta: 1:07:17 time: 0.0471 data_time: 0.0026 memory: 947 loss: 1.3873 2022/11/27 09:39:45 - mmengine - INFO - Epoch(train) [104][3600/5005] lr: 4.4735e-03 eta: 1:07:12 time: 0.0460 data_time: 0.0024 memory: 947 loss: 1.4277 2022/11/27 09:39:50 - mmengine - INFO - Epoch(train) [104][3700/5005] lr: 4.4627e-03 eta: 1:07:07 time: 0.0500 data_time: 0.0030 memory: 947 loss: 1.5824 2022/11/27 09:39:55 - mmengine - INFO - Epoch(train) [104][3800/5005] lr: 4.4519e-03 eta: 1:07:02 time: 0.0474 data_time: 0.0022 memory: 947 loss: 1.6220 2022/11/27 09:40:00 - mmengine - INFO - Epoch(train) [104][3900/5005] lr: 4.4411e-03 eta: 1:06:57 time: 0.0460 data_time: 0.0024 memory: 947 loss: 1.3247 2022/11/27 09:40:05 - mmengine - INFO - Epoch(train) [104][4000/5005] lr: 4.4304e-03 eta: 1:06:52 time: 0.0468 data_time: 0.0022 memory: 947 loss: 1.3351 2022/11/27 09:40:10 - mmengine - INFO - Epoch(train) [104][4100/5005] lr: 4.4196e-03 eta: 1:06:47 time: 0.0526 data_time: 0.0023 memory: 947 loss: 1.4122 2022/11/27 09:40:16 - mmengine - INFO - Epoch(train) [104][4200/5005] lr: 4.4089e-03 eta: 1:06:43 time: 0.0471 data_time: 0.0024 memory: 947 loss: 1.3364 2022/11/27 09:40:21 - mmengine - INFO - Epoch(train) [104][4300/5005] lr: 4.3981e-03 eta: 1:06:38 time: 0.0477 data_time: 0.0025 memory: 947 loss: 1.4110 2022/11/27 09:40:26 - mmengine - INFO - Epoch(train) [104][4400/5005] lr: 4.3874e-03 eta: 1:06:33 time: 0.0611 data_time: 0.0024 memory: 947 loss: 1.3722 2022/11/27 09:40:30 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:40:31 - mmengine - INFO - Epoch(train) [104][4500/5005] lr: 4.3767e-03 eta: 1:06:28 time: 0.0518 data_time: 0.0083 memory: 947 loss: 1.5061 2022/11/27 09:40:36 - mmengine - INFO - Epoch(train) [104][4600/5005] lr: 4.3660e-03 eta: 1:06:23 time: 0.0545 data_time: 0.0133 memory: 947 loss: 1.5452 2022/11/27 09:40:41 - mmengine - INFO - Epoch(train) [104][4700/5005] lr: 4.3553e-03 eta: 1:06:18 time: 0.0539 data_time: 0.0067 memory: 947 loss: 1.3831 2022/11/27 09:40:46 - mmengine - INFO - Epoch(train) [104][4800/5005] lr: 4.3447e-03 eta: 1:06:13 time: 0.0477 data_time: 0.0024 memory: 947 loss: 1.5216 2022/11/27 09:40:51 - mmengine - INFO - Epoch(train) [104][4900/5005] lr: 4.3340e-03 eta: 1:06:08 time: 0.0481 data_time: 0.0026 memory: 947 loss: 1.3351 2022/11/27 09:40:56 - mmengine - INFO - Epoch(train) [104][5000/5005] lr: 4.3234e-03 eta: 1:06:03 time: 0.0425 data_time: 0.0028 memory: 947 loss: 1.2638 2022/11/27 09:40:56 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:40:56 - mmengine - INFO - Saving checkpoint at 104 epochs 2022/11/27 09:41:01 - mmengine - INFO - Epoch(val) [104][100/196] eta: 0:00:03 time: 0.0381 data_time: 0.0275 memory: 947 2022/11/27 09:41:14 - mmengine - INFO - Epoch(val) [104][196/196] accuracy/top1: 69.9380 accuracy/top5: 89.2980 2022/11/27 09:41:19 - mmengine - INFO - Epoch(train) [105][ 100/5005] lr: 4.3122e-03 eta: 1:05:58 time: 0.0449 data_time: 0.0022 memory: 947 loss: 1.2878 2022/11/27 09:41:23 - mmengine - INFO - Epoch(train) [105][ 200/5005] lr: 4.3016e-03 eta: 1:05:53 time: 0.0462 data_time: 0.0028 memory: 947 loss: 1.3874 2022/11/27 09:41:29 - mmengine - INFO - Epoch(train) [105][ 300/5005] lr: 4.2910e-03 eta: 1:05:48 time: 0.0490 data_time: 0.0025 memory: 947 loss: 1.4782 2022/11/27 09:41:34 - mmengine - INFO - Epoch(train) [105][ 400/5005] lr: 4.2804e-03 eta: 1:05:43 time: 0.0457 data_time: 0.0025 memory: 947 loss: 1.4541 2022/11/27 09:41:38 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:41:39 - mmengine - INFO - Epoch(train) [105][ 500/5005] lr: 4.2698e-03 eta: 1:05:38 time: 0.0447 data_time: 0.0022 memory: 947 loss: 1.5753 2022/11/27 09:41:44 - mmengine - INFO - Epoch(train) [105][ 600/5005] lr: 4.2592e-03 eta: 1:05:33 time: 0.0470 data_time: 0.0028 memory: 947 loss: 1.4367 2022/11/27 09:41:49 - mmengine - INFO - Epoch(train) [105][ 700/5005] lr: 4.2487e-03 eta: 1:05:28 time: 0.0487 data_time: 0.0024 memory: 947 loss: 1.2073 2022/11/27 09:41:54 - mmengine - INFO - Epoch(train) [105][ 800/5005] lr: 4.2381e-03 eta: 1:05:23 time: 0.0527 data_time: 0.0022 memory: 947 loss: 1.5090 2022/11/27 09:41:59 - mmengine - INFO - Epoch(train) [105][ 900/5005] lr: 4.2276e-03 eta: 1:05:18 time: 0.0455 data_time: 0.0025 memory: 947 loss: 1.2260 2022/11/27 09:42:04 - mmengine - INFO - Epoch(train) [105][1000/5005] lr: 4.2171e-03 eta: 1:05:13 time: 0.0542 data_time: 0.0023 memory: 947 loss: 1.4024 2022/11/27 09:42:09 - mmengine - INFO - Epoch(train) [105][1100/5005] lr: 4.2066e-03 eta: 1:05:08 time: 0.0515 data_time: 0.0021 memory: 947 loss: 1.3053 2022/11/27 09:42:14 - mmengine - INFO - Epoch(train) [105][1200/5005] lr: 4.1961e-03 eta: 1:05:03 time: 0.0493 data_time: 0.0024 memory: 947 loss: 1.3287 2022/11/27 09:42:19 - mmengine - INFO - Epoch(train) [105][1300/5005] lr: 4.1856e-03 eta: 1:04:58 time: 0.0465 data_time: 0.0022 memory: 947 loss: 1.4056 2022/11/27 09:42:24 - mmengine - INFO - Epoch(train) [105][1400/5005] lr: 4.1751e-03 eta: 1:04:53 time: 0.0492 data_time: 0.0028 memory: 947 loss: 1.4908 2022/11/27 09:42:28 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:42:29 - mmengine - INFO - Epoch(train) [105][1500/5005] lr: 4.1647e-03 eta: 1:04:48 time: 0.0707 data_time: 0.0026 memory: 947 loss: 1.4662 2022/11/27 09:42:34 - mmengine - INFO - Epoch(train) [105][1600/5005] lr: 4.1542e-03 eta: 1:04:43 time: 0.0450 data_time: 0.0026 memory: 947 loss: 1.4235 2022/11/27 09:42:39 - mmengine - INFO - Epoch(train) [105][1700/5005] lr: 4.1438e-03 eta: 1:04:38 time: 0.0479 data_time: 0.0029 memory: 947 loss: 1.4750 2022/11/27 09:42:44 - mmengine - INFO - Epoch(train) [105][1800/5005] lr: 4.1334e-03 eta: 1:04:33 time: 0.0481 data_time: 0.0022 memory: 947 loss: 1.4387 2022/11/27 09:42:49 - mmengine - INFO - Epoch(train) [105][1900/5005] lr: 4.1230e-03 eta: 1:04:28 time: 0.0547 data_time: 0.0152 memory: 947 loss: 1.2082 2022/11/27 09:42:55 - mmengine - INFO - Epoch(train) [105][2000/5005] lr: 4.1126e-03 eta: 1:04:24 time: 0.0501 data_time: 0.0033 memory: 947 loss: 1.4747 2022/11/27 09:43:00 - mmengine - INFO - Epoch(train) [105][2100/5005] lr: 4.1022e-03 eta: 1:04:19 time: 0.0468 data_time: 0.0027 memory: 947 loss: 1.3301 2022/11/27 09:43:05 - mmengine - INFO - Epoch(train) [105][2200/5005] lr: 4.0918e-03 eta: 1:04:14 time: 0.0462 data_time: 0.0023 memory: 947 loss: 1.3509 2022/11/27 09:43:10 - mmengine - INFO - Epoch(train) [105][2300/5005] lr: 4.0815e-03 eta: 1:04:09 time: 0.0473 data_time: 0.0026 memory: 947 loss: 1.3459 2022/11/27 09:43:15 - mmengine - INFO - Epoch(train) [105][2400/5005] lr: 4.0711e-03 eta: 1:04:04 time: 0.0446 data_time: 0.0024 memory: 947 loss: 1.4342 2022/11/27 09:43:19 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:43:20 - mmengine - INFO - Epoch(train) [105][2500/5005] lr: 4.0608e-03 eta: 1:03:59 time: 0.0479 data_time: 0.0023 memory: 947 loss: 1.3778 2022/11/27 09:43:25 - mmengine - INFO - Epoch(train) [105][2600/5005] lr: 4.0505e-03 eta: 1:03:54 time: 0.0456 data_time: 0.0022 memory: 947 loss: 1.3020 2022/11/27 09:43:30 - mmengine - INFO - Epoch(train) [105][2700/5005] lr: 4.0402e-03 eta: 1:03:49 time: 0.0465 data_time: 0.0027 memory: 947 loss: 1.3300 2022/11/27 09:43:36 - mmengine - INFO - Epoch(train) [105][2800/5005] lr: 4.0299e-03 eta: 1:03:44 time: 0.0563 data_time: 0.0155 memory: 947 loss: 1.3625 2022/11/27 09:43:41 - mmengine - INFO - Epoch(train) [105][2900/5005] lr: 4.0196e-03 eta: 1:03:39 time: 0.0479 data_time: 0.0025 memory: 947 loss: 1.2805 2022/11/27 09:43:46 - mmengine - INFO - Epoch(train) [105][3000/5005] lr: 4.0093e-03 eta: 1:03:34 time: 0.0469 data_time: 0.0024 memory: 947 loss: 1.1787 2022/11/27 09:43:51 - mmengine - INFO - Epoch(train) [105][3100/5005] lr: 3.9991e-03 eta: 1:03:29 time: 0.0489 data_time: 0.0025 memory: 947 loss: 1.4923 2022/11/27 09:43:56 - mmengine - INFO - Epoch(train) [105][3200/5005] lr: 3.9888e-03 eta: 1:03:24 time: 0.0526 data_time: 0.0028 memory: 947 loss: 1.5810 2022/11/27 09:44:01 - mmengine - INFO - Epoch(train) [105][3300/5005] lr: 3.9786e-03 eta: 1:03:19 time: 0.0480 data_time: 0.0028 memory: 947 loss: 1.3490 2022/11/27 09:44:07 - mmengine - INFO - Epoch(train) [105][3400/5005] lr: 3.9684e-03 eta: 1:03:14 time: 0.0474 data_time: 0.0029 memory: 947 loss: 1.2713 2022/11/27 09:44:11 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:44:12 - mmengine - INFO - Epoch(train) [105][3500/5005] lr: 3.9582e-03 eta: 1:03:09 time: 0.0448 data_time: 0.0026 memory: 947 loss: 1.2910 2022/11/27 09:44:17 - mmengine - INFO - Epoch(train) [105][3600/5005] lr: 3.9480e-03 eta: 1:03:04 time: 0.0466 data_time: 0.0024 memory: 947 loss: 1.4175 2022/11/27 09:44:21 - mmengine - INFO - Epoch(train) [105][3700/5005] lr: 3.9378e-03 eta: 1:02:59 time: 0.0485 data_time: 0.0023 memory: 947 loss: 1.5497 2022/11/27 09:44:26 - mmengine - INFO - Epoch(train) [105][3800/5005] lr: 3.9276e-03 eta: 1:02:54 time: 0.0530 data_time: 0.0024 memory: 947 loss: 1.2601 2022/11/27 09:44:31 - mmengine - INFO - Epoch(train) [105][3900/5005] lr: 3.9175e-03 eta: 1:02:49 time: 0.0455 data_time: 0.0025 memory: 947 loss: 1.3573 2022/11/27 09:44:36 - mmengine - INFO - Epoch(train) [105][4000/5005] lr: 3.9073e-03 eta: 1:02:44 time: 0.0480 data_time: 0.0069 memory: 947 loss: 1.4231 2022/11/27 09:44:41 - mmengine - INFO - Epoch(train) [105][4100/5005] lr: 3.8972e-03 eta: 1:02:40 time: 0.0482 data_time: 0.0023 memory: 947 loss: 1.4543 2022/11/27 09:44:46 - mmengine - INFO - Epoch(train) [105][4200/5005] lr: 3.8871e-03 eta: 1:02:35 time: 0.0455 data_time: 0.0025 memory: 947 loss: 1.5882 2022/11/27 09:44:51 - mmengine - INFO - Epoch(train) [105][4300/5005] lr: 3.8770e-03 eta: 1:02:30 time: 0.0462 data_time: 0.0027 memory: 947 loss: 1.4067 2022/11/27 09:44:56 - mmengine - INFO - Epoch(train) [105][4400/5005] lr: 3.8669e-03 eta: 1:02:25 time: 0.0497 data_time: 0.0030 memory: 947 loss: 1.3660 2022/11/27 09:45:01 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:45:02 - mmengine - INFO - Epoch(train) [105][4500/5005] lr: 3.8568e-03 eta: 1:02:20 time: 0.0477 data_time: 0.0027 memory: 947 loss: 1.5038 2022/11/27 09:45:07 - mmengine - INFO - Epoch(train) [105][4600/5005] lr: 3.8468e-03 eta: 1:02:15 time: 0.0713 data_time: 0.0022 memory: 947 loss: 1.5556 2022/11/27 09:45:12 - mmengine - INFO - Epoch(train) [105][4700/5005] lr: 3.8367e-03 eta: 1:02:10 time: 0.0470 data_time: 0.0023 memory: 947 loss: 1.4326 2022/11/27 09:45:18 - mmengine - INFO - Epoch(train) [105][4800/5005] lr: 3.8267e-03 eta: 1:02:05 time: 0.0535 data_time: 0.0034 memory: 947 loss: 1.4823 2022/11/27 09:45:23 - mmengine - INFO - Epoch(train) [105][4900/5005] lr: 3.8166e-03 eta: 1:02:00 time: 0.0475 data_time: 0.0024 memory: 947 loss: 1.3602 2022/11/27 09:45:28 - mmengine - INFO - Epoch(train) [105][5000/5005] lr: 3.8066e-03 eta: 1:01:55 time: 0.0582 data_time: 0.0025 memory: 947 loss: 1.3166 2022/11/27 09:45:28 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:45:28 - mmengine - INFO - Saving checkpoint at 105 epochs 2022/11/27 09:45:33 - mmengine - INFO - Epoch(val) [105][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0249 memory: 947 2022/11/27 09:45:46 - mmengine - INFO - Epoch(val) [105][196/196] accuracy/top1: 70.0280 accuracy/top5: 89.2540 2022/11/27 09:45:51 - mmengine - INFO - Epoch(train) [106][ 100/5005] lr: 3.7961e-03 eta: 1:01:50 time: 0.0454 data_time: 0.0026 memory: 947 loss: 1.5665 2022/11/27 09:45:56 - mmengine - INFO - Epoch(train) [106][ 200/5005] lr: 3.7861e-03 eta: 1:01:45 time: 0.0458 data_time: 0.0024 memory: 947 loss: 1.3925 2022/11/27 09:46:01 - mmengine - INFO - Epoch(train) [106][ 300/5005] lr: 3.7762e-03 eta: 1:01:40 time: 0.0483 data_time: 0.0029 memory: 947 loss: 1.5555 2022/11/27 09:46:06 - mmengine - INFO - Epoch(train) [106][ 400/5005] lr: 3.7662e-03 eta: 1:01:35 time: 0.0455 data_time: 0.0026 memory: 947 loss: 1.4814 2022/11/27 09:46:10 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:46:11 - mmengine - INFO - Epoch(train) [106][ 500/5005] lr: 3.7562e-03 eta: 1:01:30 time: 0.0452 data_time: 0.0027 memory: 947 loss: 1.4141 2022/11/27 09:46:16 - mmengine - INFO - Epoch(train) [106][ 600/5005] lr: 3.7463e-03 eta: 1:01:25 time: 0.0502 data_time: 0.0025 memory: 947 loss: 1.4578 2022/11/27 09:46:21 - mmengine - INFO - Epoch(train) [106][ 700/5005] lr: 3.7364e-03 eta: 1:01:20 time: 0.0472 data_time: 0.0024 memory: 947 loss: 1.4602 2022/11/27 09:46:27 - mmengine - INFO - Epoch(train) [106][ 800/5005] lr: 3.7265e-03 eta: 1:01:15 time: 0.0533 data_time: 0.0021 memory: 947 loss: 1.5431 2022/11/27 09:46:32 - mmengine - INFO - Epoch(train) [106][ 900/5005] lr: 3.7166e-03 eta: 1:01:10 time: 0.0502 data_time: 0.0023 memory: 947 loss: 1.3415 2022/11/27 09:46:37 - mmengine - INFO - Epoch(train) [106][1000/5005] lr: 3.7067e-03 eta: 1:01:05 time: 0.0549 data_time: 0.0022 memory: 947 loss: 1.4822 2022/11/27 09:46:42 - mmengine - INFO - Epoch(train) [106][1100/5005] lr: 3.6968e-03 eta: 1:01:00 time: 0.0507 data_time: 0.0028 memory: 947 loss: 1.2223 2022/11/27 09:46:47 - mmengine - INFO - Epoch(train) [106][1200/5005] lr: 3.6869e-03 eta: 1:00:55 time: 0.0490 data_time: 0.0027 memory: 947 loss: 1.3233 2022/11/27 09:46:53 - mmengine - INFO - Epoch(train) [106][1300/5005] lr: 3.6771e-03 eta: 1:00:51 time: 0.0673 data_time: 0.0022 memory: 947 loss: 1.3247 2022/11/27 09:46:58 - mmengine - INFO - Epoch(train) [106][1400/5005] lr: 3.6672e-03 eta: 1:00:46 time: 0.0842 data_time: 0.0023 memory: 947 loss: 1.3618 2022/11/27 09:47:02 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:47:03 - mmengine - INFO - Epoch(train) [106][1500/5005] lr: 3.6574e-03 eta: 1:00:41 time: 0.0477 data_time: 0.0021 memory: 947 loss: 1.4601 2022/11/27 09:47:08 - mmengine - INFO - Epoch(train) [106][1600/5005] lr: 3.6476e-03 eta: 1:00:36 time: 0.0497 data_time: 0.0026 memory: 947 loss: 1.5057 2022/11/27 09:47:13 - mmengine - INFO - Epoch(train) [106][1700/5005] lr: 3.6378e-03 eta: 1:00:31 time: 0.0480 data_time: 0.0029 memory: 947 loss: 1.2808 2022/11/27 09:47:18 - mmengine - INFO - Epoch(train) [106][1800/5005] lr: 3.6280e-03 eta: 1:00:26 time: 0.0460 data_time: 0.0023 memory: 947 loss: 1.2865 2022/11/27 09:47:23 - mmengine - INFO - Epoch(train) [106][1900/5005] lr: 3.6182e-03 eta: 1:00:21 time: 0.0460 data_time: 0.0024 memory: 947 loss: 1.5754 2022/11/27 09:47:29 - mmengine - INFO - Epoch(train) [106][2000/5005] lr: 3.6085e-03 eta: 1:00:16 time: 0.0519 data_time: 0.0023 memory: 947 loss: 1.3048 2022/11/27 09:47:34 - mmengine - INFO - Epoch(train) [106][2100/5005] lr: 3.5987e-03 eta: 1:00:11 time: 0.0452 data_time: 0.0022 memory: 947 loss: 1.4323 2022/11/27 09:47:39 - mmengine - INFO - Epoch(train) [106][2200/5005] lr: 3.5890e-03 eta: 1:00:06 time: 0.0513 data_time: 0.0022 memory: 947 loss: 1.3936 2022/11/27 09:47:44 - mmengine - INFO - Epoch(train) [106][2300/5005] lr: 3.5793e-03 eta: 1:00:01 time: 0.0458 data_time: 0.0027 memory: 947 loss: 1.3559 2022/11/27 09:47:49 - mmengine - INFO - Epoch(train) [106][2400/5005] lr: 3.5696e-03 eta: 0:59:56 time: 0.0507 data_time: 0.0022 memory: 947 loss: 1.2860 2022/11/27 09:47:53 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:47:54 - mmengine - INFO - Epoch(train) [106][2500/5005] lr: 3.5599e-03 eta: 0:59:51 time: 0.0455 data_time: 0.0023 memory: 947 loss: 1.5224 2022/11/27 09:47:59 - mmengine - INFO - Epoch(train) [106][2600/5005] lr: 3.5502e-03 eta: 0:59:46 time: 0.0625 data_time: 0.0023 memory: 947 loss: 1.3351 2022/11/27 09:48:04 - mmengine - INFO - Epoch(train) [106][2700/5005] lr: 3.5405e-03 eta: 0:59:41 time: 0.0455 data_time: 0.0026 memory: 947 loss: 1.3574 2022/11/27 09:48:09 - mmengine - INFO - Epoch(train) [106][2800/5005] lr: 3.5308e-03 eta: 0:59:36 time: 0.0447 data_time: 0.0024 memory: 947 loss: 1.3844 2022/11/27 09:48:14 - mmengine - INFO - Epoch(train) [106][2900/5005] lr: 3.5212e-03 eta: 0:59:31 time: 0.0474 data_time: 0.0028 memory: 947 loss: 1.4680 2022/11/27 09:48:19 - mmengine - INFO - Epoch(train) [106][3000/5005] lr: 3.5116e-03 eta: 0:59:26 time: 0.0472 data_time: 0.0029 memory: 947 loss: 1.3680 2022/11/27 09:48:24 - mmengine - INFO - Epoch(train) [106][3100/5005] lr: 3.5019e-03 eta: 0:59:21 time: 0.0815 data_time: 0.0026 memory: 947 loss: 1.5189 2022/11/27 09:48:30 - mmengine - INFO - Epoch(train) [106][3200/5005] lr: 3.4923e-03 eta: 0:59:17 time: 0.0470 data_time: 0.0025 memory: 947 loss: 1.2678 2022/11/27 09:48:35 - mmengine - INFO - Epoch(train) [106][3300/5005] lr: 3.4827e-03 eta: 0:59:12 time: 0.0467 data_time: 0.0023 memory: 947 loss: 1.3302 2022/11/27 09:48:40 - mmengine - INFO - Epoch(train) [106][3400/5005] lr: 3.4731e-03 eta: 0:59:07 time: 0.0492 data_time: 0.0022 memory: 947 loss: 1.5055 2022/11/27 09:48:44 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:48:45 - mmengine - INFO - Epoch(train) [106][3500/5005] lr: 3.4636e-03 eta: 0:59:02 time: 0.0503 data_time: 0.0026 memory: 947 loss: 1.3816 2022/11/27 09:48:50 - mmengine - INFO - Epoch(train) [106][3600/5005] lr: 3.4540e-03 eta: 0:58:57 time: 0.0490 data_time: 0.0030 memory: 947 loss: 1.3243 2022/11/27 09:48:56 - mmengine - INFO - Epoch(train) [106][3700/5005] lr: 3.4445e-03 eta: 0:58:52 time: 0.0492 data_time: 0.0027 memory: 947 loss: 1.3141 2022/11/27 09:49:01 - mmengine - INFO - Epoch(train) [106][3800/5005] lr: 3.4349e-03 eta: 0:58:47 time: 0.0487 data_time: 0.0020 memory: 947 loss: 1.3441 2022/11/27 09:49:06 - mmengine - INFO - Epoch(train) [106][3900/5005] lr: 3.4254e-03 eta: 0:58:42 time: 0.0471 data_time: 0.0028 memory: 947 loss: 1.5091 2022/11/27 09:49:11 - mmengine - INFO - Epoch(train) [106][4000/5005] lr: 3.4159e-03 eta: 0:58:37 time: 0.0484 data_time: 0.0021 memory: 947 loss: 1.3852 2022/11/27 09:49:16 - mmengine - INFO - Epoch(train) [106][4100/5005] lr: 3.4064e-03 eta: 0:58:32 time: 0.0486 data_time: 0.0025 memory: 947 loss: 1.4695 2022/11/27 09:49:21 - mmengine - INFO - Epoch(train) [106][4200/5005] lr: 3.3969e-03 eta: 0:58:27 time: 0.0464 data_time: 0.0022 memory: 947 loss: 1.5311 2022/11/27 09:49:26 - mmengine - INFO - Epoch(train) [106][4300/5005] lr: 3.3875e-03 eta: 0:58:22 time: 0.0465 data_time: 0.0022 memory: 947 loss: 1.6566 2022/11/27 09:49:31 - mmengine - INFO - Epoch(train) [106][4400/5005] lr: 3.3780e-03 eta: 0:58:17 time: 0.0510 data_time: 0.0028 memory: 947 loss: 1.4335 2022/11/27 09:49:35 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:49:36 - mmengine - INFO - Epoch(train) [106][4500/5005] lr: 3.3686e-03 eta: 0:58:12 time: 0.0590 data_time: 0.0119 memory: 947 loss: 1.3010 2022/11/27 09:49:41 - mmengine - INFO - Epoch(train) [106][4600/5005] lr: 3.3591e-03 eta: 0:58:07 time: 0.0469 data_time: 0.0030 memory: 947 loss: 1.2572 2022/11/27 09:49:46 - mmengine - INFO - Epoch(train) [106][4700/5005] lr: 3.3497e-03 eta: 0:58:02 time: 0.0517 data_time: 0.0023 memory: 947 loss: 1.3249 2022/11/27 09:49:51 - mmengine - INFO - Epoch(train) [106][4800/5005] lr: 3.3403e-03 eta: 0:57:57 time: 0.0518 data_time: 0.0024 memory: 947 loss: 1.5905 2022/11/27 09:49:56 - mmengine - INFO - Epoch(train) [106][4900/5005] lr: 3.3309e-03 eta: 0:57:52 time: 0.0471 data_time: 0.0021 memory: 947 loss: 1.4778 2022/11/27 09:50:01 - mmengine - INFO - Epoch(train) [106][5000/5005] lr: 3.3215e-03 eta: 0:57:47 time: 0.0407 data_time: 0.0028 memory: 947 loss: 1.4495 2022/11/27 09:50:01 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:50:01 - mmengine - INFO - Saving checkpoint at 106 epochs 2022/11/27 09:50:06 - mmengine - INFO - Epoch(val) [106][100/196] eta: 0:00:03 time: 0.0431 data_time: 0.0317 memory: 947 2022/11/27 09:50:19 - mmengine - INFO - Epoch(val) [106][196/196] accuracy/top1: 70.3860 accuracy/top5: 89.5220 2022/11/27 09:50:24 - mmengine - INFO - Epoch(train) [107][ 100/5005] lr: 3.3117e-03 eta: 0:57:42 time: 0.0475 data_time: 0.0022 memory: 947 loss: 1.4376 2022/11/27 09:50:29 - mmengine - INFO - Epoch(train) [107][ 200/5005] lr: 3.3024e-03 eta: 0:57:37 time: 0.0524 data_time: 0.0088 memory: 947 loss: 1.3264 2022/11/27 09:50:35 - mmengine - INFO - Epoch(train) [107][ 300/5005] lr: 3.2930e-03 eta: 0:57:32 time: 0.0458 data_time: 0.0022 memory: 947 loss: 1.1433 2022/11/27 09:50:40 - mmengine - INFO - Epoch(train) [107][ 400/5005] lr: 3.2837e-03 eta: 0:57:27 time: 0.0467 data_time: 0.0027 memory: 947 loss: 1.2730 2022/11/27 09:50:43 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:50:45 - mmengine - INFO - Epoch(train) [107][ 500/5005] lr: 3.2744e-03 eta: 0:57:23 time: 0.0549 data_time: 0.0025 memory: 947 loss: 1.4314 2022/11/27 09:50:50 - mmengine - INFO - Epoch(train) [107][ 600/5005] lr: 3.2651e-03 eta: 0:57:18 time: 0.0464 data_time: 0.0025 memory: 947 loss: 1.2693 2022/11/27 09:50:55 - mmengine - INFO - Epoch(train) [107][ 700/5005] lr: 3.2558e-03 eta: 0:57:13 time: 0.0572 data_time: 0.0025 memory: 947 loss: 1.3794 2022/11/27 09:51:00 - mmengine - INFO - Epoch(train) [107][ 800/5005] lr: 3.2465e-03 eta: 0:57:08 time: 0.0559 data_time: 0.0045 memory: 947 loss: 1.4318 2022/11/27 09:51:06 - mmengine - INFO - Epoch(train) [107][ 900/5005] lr: 3.2372e-03 eta: 0:57:03 time: 0.0533 data_time: 0.0027 memory: 947 loss: 1.5149 2022/11/27 09:51:11 - mmengine - INFO - Epoch(train) [107][1000/5005] lr: 3.2280e-03 eta: 0:56:58 time: 0.0514 data_time: 0.0030 memory: 947 loss: 1.4515 2022/11/27 09:51:16 - mmengine - INFO - Epoch(train) [107][1100/5005] lr: 3.2187e-03 eta: 0:56:53 time: 0.0487 data_time: 0.0035 memory: 947 loss: 1.2831 2022/11/27 09:51:21 - mmengine - INFO - Epoch(train) [107][1200/5005] lr: 3.2095e-03 eta: 0:56:48 time: 0.0494 data_time: 0.0026 memory: 947 loss: 1.4554 2022/11/27 09:51:26 - mmengine - INFO - Epoch(train) [107][1300/5005] lr: 3.2003e-03 eta: 0:56:43 time: 0.0530 data_time: 0.0025 memory: 947 loss: 1.3758 2022/11/27 09:51:32 - mmengine - INFO - Epoch(train) [107][1400/5005] lr: 3.1911e-03 eta: 0:56:38 time: 0.0639 data_time: 0.0171 memory: 947 loss: 1.3999 2022/11/27 09:51:35 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:51:37 - mmengine - INFO - Epoch(train) [107][1500/5005] lr: 3.1819e-03 eta: 0:56:33 time: 0.0470 data_time: 0.0024 memory: 947 loss: 1.6012 2022/11/27 09:51:42 - mmengine - INFO - Epoch(train) [107][1600/5005] lr: 3.1727e-03 eta: 0:56:28 time: 0.0436 data_time: 0.0022 memory: 947 loss: 1.4467 2022/11/27 09:51:47 - mmengine - INFO - Epoch(train) [107][1700/5005] lr: 3.1636e-03 eta: 0:56:23 time: 0.0478 data_time: 0.0023 memory: 947 loss: 1.3036 2022/11/27 09:51:52 - mmengine - INFO - Epoch(train) [107][1800/5005] lr: 3.1544e-03 eta: 0:56:18 time: 0.0458 data_time: 0.0031 memory: 947 loss: 1.3370 2022/11/27 09:51:57 - mmengine - INFO - Epoch(train) [107][1900/5005] lr: 3.1453e-03 eta: 0:56:13 time: 0.0467 data_time: 0.0022 memory: 947 loss: 1.3028 2022/11/27 09:52:02 - mmengine - INFO - Epoch(train) [107][2000/5005] lr: 3.1362e-03 eta: 0:56:08 time: 0.0563 data_time: 0.0026 memory: 947 loss: 1.3678 2022/11/27 09:52:07 - mmengine - INFO - Epoch(train) [107][2100/5005] lr: 3.1271e-03 eta: 0:56:03 time: 0.0473 data_time: 0.0023 memory: 947 loss: 1.3670 2022/11/27 09:52:12 - mmengine - INFO - Epoch(train) [107][2200/5005] lr: 3.1180e-03 eta: 0:55:58 time: 0.0465 data_time: 0.0023 memory: 947 loss: 1.3109 2022/11/27 09:52:18 - mmengine - INFO - Epoch(train) [107][2300/5005] lr: 3.1089e-03 eta: 0:55:54 time: 0.0587 data_time: 0.0021 memory: 947 loss: 1.4881 2022/11/27 09:52:22 - mmengine - INFO - Epoch(train) [107][2400/5005] lr: 3.0998e-03 eta: 0:55:49 time: 0.0479 data_time: 0.0027 memory: 947 loss: 1.3935 2022/11/27 09:52:26 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:52:28 - mmengine - INFO - Epoch(train) [107][2500/5005] lr: 3.0908e-03 eta: 0:55:44 time: 0.0476 data_time: 0.0023 memory: 947 loss: 1.4584 2022/11/27 09:52:33 - mmengine - INFO - Epoch(train) [107][2600/5005] lr: 3.0817e-03 eta: 0:55:39 time: 0.0466 data_time: 0.0022 memory: 947 loss: 1.6247 2022/11/27 09:52:38 - mmengine - INFO - Epoch(train) [107][2700/5005] lr: 3.0727e-03 eta: 0:55:34 time: 0.0491 data_time: 0.0023 memory: 947 loss: 1.3452 2022/11/27 09:52:43 - mmengine - INFO - Epoch(train) [107][2800/5005] lr: 3.0636e-03 eta: 0:55:29 time: 0.0476 data_time: 0.0026 memory: 947 loss: 1.2578 2022/11/27 09:52:48 - mmengine - INFO - Epoch(train) [107][2900/5005] lr: 3.0546e-03 eta: 0:55:24 time: 0.0446 data_time: 0.0022 memory: 947 loss: 1.3710 2022/11/27 09:52:53 - mmengine - INFO - Epoch(train) [107][3000/5005] lr: 3.0456e-03 eta: 0:55:19 time: 0.0438 data_time: 0.0023 memory: 947 loss: 1.1104 2022/11/27 09:52:58 - mmengine - INFO - Epoch(train) [107][3100/5005] lr: 3.0367e-03 eta: 0:55:14 time: 0.0447 data_time: 0.0028 memory: 947 loss: 1.4304 2022/11/27 09:53:03 - mmengine - INFO - Epoch(train) [107][3200/5005] lr: 3.0277e-03 eta: 0:55:09 time: 0.0481 data_time: 0.0025 memory: 947 loss: 1.2829 2022/11/27 09:53:08 - mmengine - INFO - Epoch(train) [107][3300/5005] lr: 3.0187e-03 eta: 0:55:04 time: 0.0518 data_time: 0.0025 memory: 947 loss: 1.4307 2022/11/27 09:53:13 - mmengine - INFO - Epoch(train) [107][3400/5005] lr: 3.0098e-03 eta: 0:54:59 time: 0.0466 data_time: 0.0023 memory: 947 loss: 1.4444 2022/11/27 09:53:16 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:53:18 - mmengine - INFO - Epoch(train) [107][3500/5005] lr: 3.0009e-03 eta: 0:54:54 time: 0.0461 data_time: 0.0027 memory: 947 loss: 1.2366 2022/11/27 09:53:23 - mmengine - INFO - Epoch(train) [107][3600/5005] lr: 2.9919e-03 eta: 0:54:49 time: 0.0473 data_time: 0.0026 memory: 947 loss: 1.4370 2022/11/27 09:53:28 - mmengine - INFO - Epoch(train) [107][3700/5005] lr: 2.9830e-03 eta: 0:54:44 time: 0.0493 data_time: 0.0023 memory: 947 loss: 1.3030 2022/11/27 09:53:33 - mmengine - INFO - Epoch(train) [107][3800/5005] lr: 2.9742e-03 eta: 0:54:39 time: 0.0472 data_time: 0.0026 memory: 947 loss: 1.2282 2022/11/27 09:53:38 - mmengine - INFO - Epoch(train) [107][3900/5005] lr: 2.9653e-03 eta: 0:54:34 time: 0.0457 data_time: 0.0029 memory: 947 loss: 1.4509 2022/11/27 09:53:43 - mmengine - INFO - Epoch(train) [107][4000/5005] lr: 2.9564e-03 eta: 0:54:29 time: 0.0720 data_time: 0.0021 memory: 947 loss: 1.3703 2022/11/27 09:53:48 - mmengine - INFO - Epoch(train) [107][4100/5005] lr: 2.9476e-03 eta: 0:54:24 time: 0.0495 data_time: 0.0029 memory: 947 loss: 1.4306 2022/11/27 09:53:53 - mmengine - INFO - Epoch(train) [107][4200/5005] lr: 2.9387e-03 eta: 0:54:19 time: 0.0604 data_time: 0.0025 memory: 947 loss: 1.4540 2022/11/27 09:53:58 - mmengine - INFO - Epoch(train) [107][4300/5005] lr: 2.9299e-03 eta: 0:54:14 time: 0.0583 data_time: 0.0027 memory: 947 loss: 1.3997 2022/11/27 09:54:04 - mmengine - INFO - Epoch(train) [107][4400/5005] lr: 2.9211e-03 eta: 0:54:09 time: 0.0548 data_time: 0.0022 memory: 947 loss: 1.4910 2022/11/27 09:54:08 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:54:09 - mmengine - INFO - Epoch(train) [107][4500/5005] lr: 2.9123e-03 eta: 0:54:05 time: 0.0545 data_time: 0.0021 memory: 947 loss: 1.4054 2022/11/27 09:54:14 - mmengine - INFO - Epoch(train) [107][4600/5005] lr: 2.9035e-03 eta: 0:54:00 time: 0.0467 data_time: 0.0023 memory: 947 loss: 1.4910 2022/11/27 09:54:19 - mmengine - INFO - Epoch(train) [107][4700/5005] lr: 2.8947e-03 eta: 0:53:55 time: 0.0468 data_time: 0.0022 memory: 947 loss: 1.2457 2022/11/27 09:54:24 - mmengine - INFO - Epoch(train) [107][4800/5005] lr: 2.8859e-03 eta: 0:53:50 time: 0.0588 data_time: 0.0026 memory: 947 loss: 1.3761 2022/11/27 09:54:29 - mmengine - INFO - Epoch(train) [107][4900/5005] lr: 2.8772e-03 eta: 0:53:45 time: 0.0491 data_time: 0.0031 memory: 947 loss: 1.4874 2022/11/27 09:54:34 - mmengine - INFO - Epoch(train) [107][5000/5005] lr: 2.8684e-03 eta: 0:53:40 time: 0.0429 data_time: 0.0032 memory: 947 loss: 1.2131 2022/11/27 09:54:34 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:54:34 - mmengine - INFO - Saving checkpoint at 107 epochs 2022/11/27 09:54:39 - mmengine - INFO - Epoch(val) [107][100/196] eta: 0:00:03 time: 0.0365 data_time: 0.0254 memory: 947 2022/11/27 09:54:52 - mmengine - INFO - Epoch(val) [107][196/196] accuracy/top1: 70.4780 accuracy/top5: 89.7240 2022/11/27 09:54:58 - mmengine - INFO - Epoch(train) [108][ 100/5005] lr: 2.8593e-03 eta: 0:53:35 time: 0.0467 data_time: 0.0024 memory: 947 loss: 1.3214 2022/11/27 09:55:03 - mmengine - INFO - Epoch(train) [108][ 200/5005] lr: 2.8506e-03 eta: 0:53:30 time: 0.0473 data_time: 0.0027 memory: 947 loss: 1.3984 2022/11/27 09:55:08 - mmengine - INFO - Epoch(train) [108][ 300/5005] lr: 2.8419e-03 eta: 0:53:25 time: 0.0482 data_time: 0.0028 memory: 947 loss: 1.4944 2022/11/27 09:55:13 - mmengine - INFO - Epoch(train) [108][ 400/5005] lr: 2.8332e-03 eta: 0:53:20 time: 0.0426 data_time: 0.0023 memory: 947 loss: 1.3930 2022/11/27 09:55:17 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:55:18 - mmengine - INFO - Epoch(train) [108][ 500/5005] lr: 2.8245e-03 eta: 0:53:15 time: 0.0514 data_time: 0.0035 memory: 947 loss: 1.3979 2022/11/27 09:55:23 - mmengine - INFO - Epoch(train) [108][ 600/5005] lr: 2.8159e-03 eta: 0:53:10 time: 0.0510 data_time: 0.0023 memory: 947 loss: 1.4980 2022/11/27 09:55:29 - mmengine - INFO - Epoch(train) [108][ 700/5005] lr: 2.8072e-03 eta: 0:53:05 time: 0.0474 data_time: 0.0024 memory: 947 loss: 1.3895 2022/11/27 09:55:34 - mmengine - INFO - Epoch(train) [108][ 800/5005] lr: 2.7986e-03 eta: 0:53:00 time: 0.0440 data_time: 0.0026 memory: 947 loss: 1.4704 2022/11/27 09:55:39 - mmengine - INFO - Epoch(train) [108][ 900/5005] lr: 2.7900e-03 eta: 0:52:55 time: 0.0480 data_time: 0.0026 memory: 947 loss: 1.4065 2022/11/27 09:55:44 - mmengine - INFO - Epoch(train) [108][1000/5005] lr: 2.7814e-03 eta: 0:52:50 time: 0.0607 data_time: 0.0125 memory: 947 loss: 1.5819 2022/11/27 09:55:49 - mmengine - INFO - Epoch(train) [108][1100/5005] lr: 2.7728e-03 eta: 0:52:45 time: 0.0540 data_time: 0.0021 memory: 947 loss: 1.4996 2022/11/27 09:55:54 - mmengine - INFO - Epoch(train) [108][1200/5005] lr: 2.7642e-03 eta: 0:52:40 time: 0.0541 data_time: 0.0024 memory: 947 loss: 1.3412 2022/11/27 09:55:59 - mmengine - INFO - Epoch(train) [108][1300/5005] lr: 2.7556e-03 eta: 0:52:35 time: 0.0453 data_time: 0.0023 memory: 947 loss: 1.4021 2022/11/27 09:56:04 - mmengine - INFO - Epoch(train) [108][1400/5005] lr: 2.7471e-03 eta: 0:52:30 time: 0.0477 data_time: 0.0024 memory: 947 loss: 1.3989 2022/11/27 09:56:07 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:56:09 - mmengine - INFO - Epoch(train) [108][1500/5005] lr: 2.7385e-03 eta: 0:52:25 time: 0.0457 data_time: 0.0024 memory: 947 loss: 1.3305 2022/11/27 09:56:14 - mmengine - INFO - Epoch(train) [108][1600/5005] lr: 2.7300e-03 eta: 0:52:20 time: 0.0494 data_time: 0.0029 memory: 947 loss: 1.2186 2022/11/27 09:56:19 - mmengine - INFO - Epoch(train) [108][1700/5005] lr: 2.7215e-03 eta: 0:52:15 time: 0.0466 data_time: 0.0029 memory: 947 loss: 1.3556 2022/11/27 09:56:24 - mmengine - INFO - Epoch(train) [108][1800/5005] lr: 2.7130e-03 eta: 0:52:10 time: 0.0470 data_time: 0.0026 memory: 947 loss: 1.2458 2022/11/27 09:56:29 - mmengine - INFO - Epoch(train) [108][1900/5005] lr: 2.7045e-03 eta: 0:52:05 time: 0.0451 data_time: 0.0025 memory: 947 loss: 1.2540 2022/11/27 09:56:34 - mmengine - INFO - Epoch(train) [108][2000/5005] lr: 2.6960e-03 eta: 0:52:01 time: 0.0591 data_time: 0.0021 memory: 947 loss: 1.3086 2022/11/27 09:56:39 - mmengine - INFO - Epoch(train) [108][2100/5005] lr: 2.6875e-03 eta: 0:51:56 time: 0.0572 data_time: 0.0023 memory: 947 loss: 1.3728 2022/11/27 09:56:44 - mmengine - INFO - Epoch(train) [108][2200/5005] lr: 2.6791e-03 eta: 0:51:51 time: 0.0481 data_time: 0.0024 memory: 947 loss: 1.3237 2022/11/27 09:56:50 - mmengine - INFO - Epoch(train) [108][2300/5005] lr: 2.6706e-03 eta: 0:51:46 time: 0.0446 data_time: 0.0024 memory: 947 loss: 1.3243 2022/11/27 09:56:55 - mmengine - INFO - Epoch(train) [108][2400/5005] lr: 2.6622e-03 eta: 0:51:41 time: 0.0459 data_time: 0.0026 memory: 947 loss: 1.2226 2022/11/27 09:56:58 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:57:00 - mmengine - INFO - Epoch(train) [108][2500/5005] lr: 2.6538e-03 eta: 0:51:36 time: 0.0481 data_time: 0.0024 memory: 947 loss: 1.3712 2022/11/27 09:57:05 - mmengine - INFO - Epoch(train) [108][2600/5005] lr: 2.6454e-03 eta: 0:51:31 time: 0.0529 data_time: 0.0111 memory: 947 loss: 1.4333 2022/11/27 09:57:10 - mmengine - INFO - Epoch(train) [108][2700/5005] lr: 2.6370e-03 eta: 0:51:26 time: 0.0462 data_time: 0.0025 memory: 947 loss: 1.3815 2022/11/27 09:57:15 - mmengine - INFO - Epoch(train) [108][2800/5005] lr: 2.6286e-03 eta: 0:51:21 time: 0.0474 data_time: 0.0023 memory: 947 loss: 1.3810 2022/11/27 09:57:19 - mmengine - INFO - Epoch(train) [108][2900/5005] lr: 2.6203e-03 eta: 0:51:16 time: 0.0525 data_time: 0.0056 memory: 947 loss: 1.1652 2022/11/27 09:57:24 - mmengine - INFO - Epoch(train) [108][3000/5005] lr: 2.6119e-03 eta: 0:51:11 time: 0.0468 data_time: 0.0024 memory: 947 loss: 1.4478 2022/11/27 09:57:29 - mmengine - INFO - Epoch(train) [108][3100/5005] lr: 2.6036e-03 eta: 0:51:06 time: 0.0432 data_time: 0.0023 memory: 947 loss: 1.2166 2022/11/27 09:57:34 - mmengine - INFO - Epoch(train) [108][3200/5005] lr: 2.5953e-03 eta: 0:51:01 time: 0.0483 data_time: 0.0023 memory: 947 loss: 1.2381 2022/11/27 09:57:39 - mmengine - INFO - Epoch(train) [108][3300/5005] lr: 2.5869e-03 eta: 0:50:56 time: 0.0590 data_time: 0.0021 memory: 947 loss: 1.1262 2022/11/27 09:57:45 - mmengine - INFO - Epoch(train) [108][3400/5005] lr: 2.5786e-03 eta: 0:50:51 time: 0.0466 data_time: 0.0022 memory: 947 loss: 1.5749 2022/11/27 09:57:48 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:57:50 - mmengine - INFO - Epoch(train) [108][3500/5005] lr: 2.5704e-03 eta: 0:50:46 time: 0.0469 data_time: 0.0024 memory: 947 loss: 1.4722 2022/11/27 09:57:55 - mmengine - INFO - Epoch(train) [108][3600/5005] lr: 2.5621e-03 eta: 0:50:41 time: 0.0527 data_time: 0.0023 memory: 947 loss: 1.4141 2022/11/27 09:58:00 - mmengine - INFO - Epoch(train) [108][3700/5005] lr: 2.5538e-03 eta: 0:50:36 time: 0.0450 data_time: 0.0021 memory: 947 loss: 1.1332 2022/11/27 09:58:05 - mmengine - INFO - Epoch(train) [108][3800/5005] lr: 2.5456e-03 eta: 0:50:31 time: 0.0459 data_time: 0.0025 memory: 947 loss: 1.5441 2022/11/27 09:58:10 - mmengine - INFO - Epoch(train) [108][3900/5005] lr: 2.5374e-03 eta: 0:50:26 time: 0.0448 data_time: 0.0025 memory: 947 loss: 1.3472 2022/11/27 09:58:15 - mmengine - INFO - Epoch(train) [108][4000/5005] lr: 2.5291e-03 eta: 0:50:21 time: 0.0433 data_time: 0.0023 memory: 947 loss: 1.4796 2022/11/27 09:58:20 - mmengine - INFO - Epoch(train) [108][4100/5005] lr: 2.5209e-03 eta: 0:50:16 time: 0.0575 data_time: 0.0027 memory: 947 loss: 1.5078 2022/11/27 09:58:25 - mmengine - INFO - Epoch(train) [108][4200/5005] lr: 2.5127e-03 eta: 0:50:11 time: 0.0461 data_time: 0.0023 memory: 947 loss: 1.2996 2022/11/27 09:58:30 - mmengine - INFO - Epoch(train) [108][4300/5005] lr: 2.5046e-03 eta: 0:50:07 time: 0.0450 data_time: 0.0022 memory: 947 loss: 1.1299 2022/11/27 09:58:35 - mmengine - INFO - Epoch(train) [108][4400/5005] lr: 2.4964e-03 eta: 0:50:02 time: 0.0509 data_time: 0.0023 memory: 947 loss: 1.4488 2022/11/27 09:58:38 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:58:40 - mmengine - INFO - Epoch(train) [108][4500/5005] lr: 2.4882e-03 eta: 0:49:57 time: 0.0458 data_time: 0.0057 memory: 947 loss: 1.3979 2022/11/27 09:58:45 - mmengine - INFO - Epoch(train) [108][4600/5005] lr: 2.4801e-03 eta: 0:49:52 time: 0.0479 data_time: 0.0024 memory: 947 loss: 1.4570 2022/11/27 09:58:50 - mmengine - INFO - Epoch(train) [108][4700/5005] lr: 2.4720e-03 eta: 0:49:47 time: 0.0567 data_time: 0.0023 memory: 947 loss: 1.4366 2022/11/27 09:58:55 - mmengine - INFO - Epoch(train) [108][4800/5005] lr: 2.4639e-03 eta: 0:49:42 time: 0.0430 data_time: 0.0024 memory: 947 loss: 1.3428 2022/11/27 09:58:59 - mmengine - INFO - Epoch(train) [108][4900/5005] lr: 2.4557e-03 eta: 0:49:37 time: 0.0460 data_time: 0.0026 memory: 947 loss: 1.2666 2022/11/27 09:59:05 - mmengine - INFO - Epoch(train) [108][5000/5005] lr: 2.4477e-03 eta: 0:49:32 time: 0.0439 data_time: 0.0032 memory: 947 loss: 1.1991 2022/11/27 09:59:05 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:59:05 - mmengine - INFO - Saving checkpoint at 108 epochs 2022/11/27 09:59:09 - mmengine - INFO - Epoch(val) [108][100/196] eta: 0:00:03 time: 0.0359 data_time: 0.0219 memory: 947 2022/11/27 09:59:22 - mmengine - INFO - Epoch(val) [108][196/196] accuracy/top1: 70.8460 accuracy/top5: 90.0380 2022/11/27 09:59:28 - mmengine - INFO - Epoch(train) [109][ 100/5005] lr: 2.4392e-03 eta: 0:49:27 time: 0.0466 data_time: 0.0022 memory: 947 loss: 1.3851 2022/11/27 09:59:33 - mmengine - INFO - Epoch(train) [109][ 200/5005] lr: 2.4311e-03 eta: 0:49:22 time: 0.0481 data_time: 0.0026 memory: 947 loss: 1.4144 2022/11/27 09:59:38 - mmengine - INFO - Epoch(train) [109][ 300/5005] lr: 2.4231e-03 eta: 0:49:17 time: 0.0487 data_time: 0.0027 memory: 947 loss: 1.3306 2022/11/27 09:59:43 - mmengine - INFO - Epoch(train) [109][ 400/5005] lr: 2.4150e-03 eta: 0:49:12 time: 0.0464 data_time: 0.0022 memory: 947 loss: 1.1186 2022/11/27 09:59:46 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 09:59:48 - mmengine - INFO - Epoch(train) [109][ 500/5005] lr: 2.4070e-03 eta: 0:49:07 time: 0.0476 data_time: 0.0023 memory: 947 loss: 1.5329 2022/11/27 09:59:53 - mmengine - INFO - Epoch(train) [109][ 600/5005] lr: 2.3990e-03 eta: 0:49:02 time: 0.0530 data_time: 0.0026 memory: 947 loss: 1.4816 2022/11/27 09:59:59 - mmengine - INFO - Epoch(train) [109][ 700/5005] lr: 2.3910e-03 eta: 0:48:57 time: 0.0454 data_time: 0.0023 memory: 947 loss: 1.2641 2022/11/27 10:00:03 - mmengine - INFO - Epoch(train) [109][ 800/5005] lr: 2.3830e-03 eta: 0:48:52 time: 0.0439 data_time: 0.0024 memory: 947 loss: 1.2101 2022/11/27 10:00:09 - mmengine - INFO - Epoch(train) [109][ 900/5005] lr: 2.3750e-03 eta: 0:48:47 time: 0.0529 data_time: 0.0024 memory: 947 loss: 1.4079 2022/11/27 10:00:14 - mmengine - INFO - Epoch(train) [109][1000/5005] lr: 2.3671e-03 eta: 0:48:42 time: 0.0481 data_time: 0.0027 memory: 947 loss: 1.3209 2022/11/27 10:00:19 - mmengine - INFO - Epoch(train) [109][1100/5005] lr: 2.3591e-03 eta: 0:48:37 time: 0.0487 data_time: 0.0022 memory: 947 loss: 1.2868 2022/11/27 10:00:24 - mmengine - INFO - Epoch(train) [109][1200/5005] lr: 2.3512e-03 eta: 0:48:32 time: 0.0454 data_time: 0.0024 memory: 947 loss: 1.4002 2022/11/27 10:00:30 - mmengine - INFO - Epoch(train) [109][1300/5005] lr: 2.3433e-03 eta: 0:48:27 time: 0.0560 data_time: 0.0025 memory: 947 loss: 1.2238 2022/11/27 10:00:35 - mmengine - INFO - Epoch(train) [109][1400/5005] lr: 2.3354e-03 eta: 0:48:22 time: 0.0504 data_time: 0.0022 memory: 947 loss: 1.4655 2022/11/27 10:00:38 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:00:40 - mmengine - INFO - Epoch(train) [109][1500/5005] lr: 2.3275e-03 eta: 0:48:17 time: 0.0563 data_time: 0.0031 memory: 947 loss: 1.2713 2022/11/27 10:00:45 - mmengine - INFO - Epoch(train) [109][1600/5005] lr: 2.3196e-03 eta: 0:48:12 time: 0.0464 data_time: 0.0023 memory: 947 loss: 1.3190 2022/11/27 10:00:50 - mmengine - INFO - Epoch(train) [109][1700/5005] lr: 2.3117e-03 eta: 0:48:07 time: 0.0462 data_time: 0.0023 memory: 947 loss: 1.3157 2022/11/27 10:00:55 - mmengine - INFO - Epoch(train) [109][1800/5005] lr: 2.3039e-03 eta: 0:48:03 time: 0.0466 data_time: 0.0025 memory: 947 loss: 1.2790 2022/11/27 10:01:00 - mmengine - INFO - Epoch(train) [109][1900/5005] lr: 2.2960e-03 eta: 0:47:58 time: 0.0940 data_time: 0.0023 memory: 947 loss: 1.2665 2022/11/27 10:01:05 - mmengine - INFO - Epoch(train) [109][2000/5005] lr: 2.2882e-03 eta: 0:47:53 time: 0.0472 data_time: 0.0023 memory: 947 loss: 1.2261 2022/11/27 10:01:10 - mmengine - INFO - Epoch(train) [109][2100/5005] lr: 2.2804e-03 eta: 0:47:48 time: 0.0480 data_time: 0.0025 memory: 947 loss: 1.4372 2022/11/27 10:01:16 - mmengine - INFO - Epoch(train) [109][2200/5005] lr: 2.2726e-03 eta: 0:47:43 time: 0.0439 data_time: 0.0024 memory: 947 loss: 1.3070 2022/11/27 10:01:21 - mmengine - INFO - Epoch(train) [109][2300/5005] lr: 2.2648e-03 eta: 0:47:38 time: 0.0483 data_time: 0.0024 memory: 947 loss: 1.2155 2022/11/27 10:01:26 - mmengine - INFO - Epoch(train) [109][2400/5005] lr: 2.2570e-03 eta: 0:47:33 time: 0.0527 data_time: 0.0025 memory: 947 loss: 1.6565 2022/11/27 10:01:29 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:01:31 - mmengine - INFO - Epoch(train) [109][2500/5005] lr: 2.2493e-03 eta: 0:47:28 time: 0.0480 data_time: 0.0023 memory: 947 loss: 1.2165 2022/11/27 10:01:36 - mmengine - INFO - Epoch(train) [109][2600/5005] lr: 2.2415e-03 eta: 0:47:23 time: 0.0515 data_time: 0.0065 memory: 947 loss: 1.3954 2022/11/27 10:01:41 - mmengine - INFO - Epoch(train) [109][2700/5005] lr: 2.2338e-03 eta: 0:47:18 time: 0.0511 data_time: 0.0025 memory: 947 loss: 1.4508 2022/11/27 10:01:47 - mmengine - INFO - Epoch(train) [109][2800/5005] lr: 2.2261e-03 eta: 0:47:13 time: 0.0447 data_time: 0.0026 memory: 947 loss: 1.2839 2022/11/27 10:01:52 - mmengine - INFO - Epoch(train) [109][2900/5005] lr: 2.2184e-03 eta: 0:47:08 time: 0.0537 data_time: 0.0023 memory: 947 loss: 1.2979 2022/11/27 10:01:57 - mmengine - INFO - Epoch(train) [109][3000/5005] lr: 2.2107e-03 eta: 0:47:03 time: 0.0487 data_time: 0.0025 memory: 947 loss: 1.3378 2022/11/27 10:02:02 - mmengine - INFO - Epoch(train) [109][3100/5005] lr: 2.2030e-03 eta: 0:46:58 time: 0.0495 data_time: 0.0022 memory: 947 loss: 1.4003 2022/11/27 10:02:07 - mmengine - INFO - Epoch(train) [109][3200/5005] lr: 2.1953e-03 eta: 0:46:53 time: 0.0482 data_time: 0.0025 memory: 947 loss: 1.3030 2022/11/27 10:02:12 - mmengine - INFO - Epoch(train) [109][3300/5005] lr: 2.1876e-03 eta: 0:46:48 time: 0.0483 data_time: 0.0022 memory: 947 loss: 1.4092 2022/11/27 10:02:17 - mmengine - INFO - Epoch(train) [109][3400/5005] lr: 2.1800e-03 eta: 0:46:43 time: 0.0468 data_time: 0.0023 memory: 947 loss: 1.3927 2022/11/27 10:02:20 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:02:22 - mmengine - INFO - Epoch(train) [109][3500/5005] lr: 2.1724e-03 eta: 0:46:38 time: 0.0554 data_time: 0.0022 memory: 947 loss: 1.3163 2022/11/27 10:02:28 - mmengine - INFO - Epoch(train) [109][3600/5005] lr: 2.1647e-03 eta: 0:46:34 time: 0.0463 data_time: 0.0023 memory: 947 loss: 1.4746 2022/11/27 10:02:33 - mmengine - INFO - Epoch(train) [109][3700/5005] lr: 2.1571e-03 eta: 0:46:29 time: 0.0461 data_time: 0.0023 memory: 947 loss: 1.3373 2022/11/27 10:02:38 - mmengine - INFO - Epoch(train) [109][3800/5005] lr: 2.1495e-03 eta: 0:46:24 time: 0.0507 data_time: 0.0022 memory: 947 loss: 1.2382 2022/11/27 10:02:43 - mmengine - INFO - Epoch(train) [109][3900/5005] lr: 2.1420e-03 eta: 0:46:19 time: 0.0454 data_time: 0.0023 memory: 947 loss: 1.3277 2022/11/27 10:02:47 - mmengine - INFO - Epoch(train) [109][4000/5005] lr: 2.1344e-03 eta: 0:46:14 time: 0.0419 data_time: 0.0028 memory: 947 loss: 1.4205 2022/11/27 10:02:52 - mmengine - INFO - Epoch(train) [109][4100/5005] lr: 2.1268e-03 eta: 0:46:09 time: 0.0454 data_time: 0.0023 memory: 947 loss: 1.2993 2022/11/27 10:02:57 - mmengine - INFO - Epoch(train) [109][4200/5005] lr: 2.1193e-03 eta: 0:46:04 time: 0.0478 data_time: 0.0026 memory: 947 loss: 1.1112 2022/11/27 10:03:02 - mmengine - INFO - Epoch(train) [109][4300/5005] lr: 2.1118e-03 eta: 0:45:59 time: 0.0442 data_time: 0.0022 memory: 947 loss: 1.3535 2022/11/27 10:03:07 - mmengine - INFO - Epoch(train) [109][4400/5005] lr: 2.1043e-03 eta: 0:45:54 time: 0.0495 data_time: 0.0074 memory: 947 loss: 1.3478 2022/11/27 10:03:10 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:03:12 - mmengine - INFO - Epoch(train) [109][4500/5005] lr: 2.0968e-03 eta: 0:45:49 time: 0.0467 data_time: 0.0027 memory: 947 loss: 1.4697 2022/11/27 10:03:17 - mmengine - INFO - Epoch(train) [109][4600/5005] lr: 2.0893e-03 eta: 0:45:44 time: 0.0484 data_time: 0.0028 memory: 947 loss: 1.3290 2022/11/27 10:03:22 - mmengine - INFO - Epoch(train) [109][4700/5005] lr: 2.0818e-03 eta: 0:45:39 time: 0.0473 data_time: 0.0022 memory: 947 loss: 1.3280 2022/11/27 10:03:27 - mmengine - INFO - Epoch(train) [109][4800/5005] lr: 2.0743e-03 eta: 0:45:34 time: 0.0459 data_time: 0.0024 memory: 947 loss: 1.4574 2022/11/27 10:03:32 - mmengine - INFO - Epoch(train) [109][4900/5005] lr: 2.0669e-03 eta: 0:45:29 time: 0.0482 data_time: 0.0025 memory: 947 loss: 1.2514 2022/11/27 10:03:37 - mmengine - INFO - Epoch(train) [109][5000/5005] lr: 2.0595e-03 eta: 0:45:24 time: 0.0440 data_time: 0.0025 memory: 947 loss: 1.2333 2022/11/27 10:03:37 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:03:37 - mmengine - INFO - Saving checkpoint at 109 epochs 2022/11/27 10:03:42 - mmengine - INFO - Epoch(val) [109][100/196] eta: 0:00:03 time: 0.0361 data_time: 0.0250 memory: 947 2022/11/27 10:03:55 - mmengine - INFO - Epoch(val) [109][196/196] accuracy/top1: 71.1820 accuracy/top5: 89.8680 2022/11/27 10:04:00 - mmengine - INFO - Epoch(train) [110][ 100/5005] lr: 2.0517e-03 eta: 0:45:19 time: 0.0497 data_time: 0.0024 memory: 947 loss: 1.3015 2022/11/27 10:04:05 - mmengine - INFO - Epoch(train) [110][ 200/5005] lr: 2.0443e-03 eta: 0:45:14 time: 0.0454 data_time: 0.0025 memory: 947 loss: 1.4756 2022/11/27 10:04:10 - mmengine - INFO - Epoch(train) [110][ 300/5005] lr: 2.0369e-03 eta: 0:45:09 time: 0.0479 data_time: 0.0025 memory: 947 loss: 1.2263 2022/11/27 10:04:15 - mmengine - INFO - Epoch(train) [110][ 400/5005] lr: 2.0295e-03 eta: 0:45:04 time: 0.0471 data_time: 0.0026 memory: 947 loss: 1.2945 2022/11/27 10:04:18 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:04:20 - mmengine - INFO - Epoch(train) [110][ 500/5005] lr: 2.0221e-03 eta: 0:44:59 time: 0.0482 data_time: 0.0024 memory: 947 loss: 1.3481 2022/11/27 10:04:25 - mmengine - INFO - Epoch(train) [110][ 600/5005] lr: 2.0148e-03 eta: 0:44:54 time: 0.0498 data_time: 0.0030 memory: 947 loss: 1.3675 2022/11/27 10:04:31 - mmengine - INFO - Epoch(train) [110][ 700/5005] lr: 2.0074e-03 eta: 0:44:49 time: 0.0558 data_time: 0.0022 memory: 947 loss: 1.3458 2022/11/27 10:04:36 - mmengine - INFO - Epoch(train) [110][ 800/5005] lr: 2.0001e-03 eta: 0:44:44 time: 0.0484 data_time: 0.0023 memory: 947 loss: 1.1963 2022/11/27 10:04:41 - mmengine - INFO - Epoch(train) [110][ 900/5005] lr: 1.9928e-03 eta: 0:44:39 time: 0.0526 data_time: 0.0025 memory: 947 loss: 1.3843 2022/11/27 10:04:46 - mmengine - INFO - Epoch(train) [110][1000/5005] lr: 1.9855e-03 eta: 0:44:34 time: 0.0437 data_time: 0.0023 memory: 947 loss: 1.4437 2022/11/27 10:04:51 - mmengine - INFO - Epoch(train) [110][1100/5005] lr: 1.9782e-03 eta: 0:44:29 time: 0.0472 data_time: 0.0025 memory: 947 loss: 1.2534 2022/11/27 10:04:57 - mmengine - INFO - Epoch(train) [110][1200/5005] lr: 1.9709e-03 eta: 0:44:24 time: 0.0458 data_time: 0.0024 memory: 947 loss: 1.3426 2022/11/27 10:05:02 - mmengine - INFO - Epoch(train) [110][1300/5005] lr: 1.9636e-03 eta: 0:44:20 time: 0.0597 data_time: 0.0021 memory: 947 loss: 1.3398 2022/11/27 10:05:07 - mmengine - INFO - Epoch(train) [110][1400/5005] lr: 1.9564e-03 eta: 0:44:15 time: 0.0451 data_time: 0.0023 memory: 947 loss: 1.3635 2022/11/27 10:05:10 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:05:12 - mmengine - INFO - Epoch(train) [110][1500/5005] lr: 1.9491e-03 eta: 0:44:10 time: 0.0516 data_time: 0.0024 memory: 947 loss: 1.3441 2022/11/27 10:05:17 - mmengine - INFO - Epoch(train) [110][1600/5005] lr: 1.9419e-03 eta: 0:44:05 time: 0.0457 data_time: 0.0028 memory: 947 loss: 1.3748 2022/11/27 10:05:22 - mmengine - INFO - Epoch(train) [110][1700/5005] lr: 1.9347e-03 eta: 0:44:00 time: 0.0478 data_time: 0.0025 memory: 947 loss: 1.4232 2022/11/27 10:05:27 - mmengine - INFO - Epoch(train) [110][1800/5005] lr: 1.9275e-03 eta: 0:43:55 time: 0.0465 data_time: 0.0024 memory: 947 loss: 1.2297 2022/11/27 10:05:32 - mmengine - INFO - Epoch(train) [110][1900/5005] lr: 1.9203e-03 eta: 0:43:50 time: 0.0461 data_time: 0.0023 memory: 947 loss: 1.1715 2022/11/27 10:05:37 - mmengine - INFO - Epoch(train) [110][2000/5005] lr: 1.9131e-03 eta: 0:43:45 time: 0.0468 data_time: 0.0023 memory: 947 loss: 1.3129 2022/11/27 10:05:43 - mmengine - INFO - Epoch(train) [110][2100/5005] lr: 1.9060e-03 eta: 0:43:40 time: 0.0584 data_time: 0.0022 memory: 947 loss: 1.2746 2022/11/27 10:05:48 - mmengine - INFO - Epoch(train) [110][2200/5005] lr: 1.8988e-03 eta: 0:43:35 time: 0.0484 data_time: 0.0029 memory: 947 loss: 1.3449 2022/11/27 10:05:53 - mmengine - INFO - Epoch(train) [110][2300/5005] lr: 1.8917e-03 eta: 0:43:30 time: 0.0495 data_time: 0.0028 memory: 947 loss: 1.0590 2022/11/27 10:05:58 - mmengine - INFO - Epoch(train) [110][2400/5005] lr: 1.8846e-03 eta: 0:43:25 time: 0.0437 data_time: 0.0023 memory: 947 loss: 1.3615 2022/11/27 10:06:01 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:06:03 - mmengine - INFO - Epoch(train) [110][2500/5005] lr: 1.8775e-03 eta: 0:43:20 time: 0.0450 data_time: 0.0026 memory: 947 loss: 1.4196 2022/11/27 10:06:08 - mmengine - INFO - Epoch(train) [110][2600/5005] lr: 1.8704e-03 eta: 0:43:15 time: 0.0548 data_time: 0.0029 memory: 947 loss: 1.1968 2022/11/27 10:06:13 - mmengine - INFO - Epoch(train) [110][2700/5005] lr: 1.8633e-03 eta: 0:43:10 time: 0.0479 data_time: 0.0026 memory: 947 loss: 1.3340 2022/11/27 10:06:18 - mmengine - INFO - Epoch(train) [110][2800/5005] lr: 1.8562e-03 eta: 0:43:05 time: 0.0464 data_time: 0.0023 memory: 947 loss: 1.2312 2022/11/27 10:06:23 - mmengine - INFO - Epoch(train) [110][2900/5005] lr: 1.8492e-03 eta: 0:43:00 time: 0.0469 data_time: 0.0025 memory: 947 loss: 1.2496 2022/11/27 10:06:29 - mmengine - INFO - Epoch(train) [110][3000/5005] lr: 1.8422e-03 eta: 0:42:55 time: 0.0568 data_time: 0.0022 memory: 947 loss: 1.2753 2022/11/27 10:06:34 - mmengine - INFO - Epoch(train) [110][3100/5005] lr: 1.8351e-03 eta: 0:42:50 time: 0.0499 data_time: 0.0026 memory: 947 loss: 1.4631 2022/11/27 10:06:40 - mmengine - INFO - Epoch(train) [110][3200/5005] lr: 1.8281e-03 eta: 0:42:46 time: 0.0532 data_time: 0.0025 memory: 947 loss: 1.4022 2022/11/27 10:06:45 - mmengine - INFO - Epoch(train) [110][3300/5005] lr: 1.8211e-03 eta: 0:42:41 time: 0.0496 data_time: 0.0022 memory: 947 loss: 1.5548 2022/11/27 10:06:50 - mmengine - INFO - Epoch(train) [110][3400/5005] lr: 1.8141e-03 eta: 0:42:36 time: 0.0476 data_time: 0.0023 memory: 947 loss: 1.3131 2022/11/27 10:06:53 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:06:55 - mmengine - INFO - Epoch(train) [110][3500/5005] lr: 1.8071e-03 eta: 0:42:31 time: 0.0447 data_time: 0.0026 memory: 947 loss: 1.4506 2022/11/27 10:07:00 - mmengine - INFO - Epoch(train) [110][3600/5005] lr: 1.8002e-03 eta: 0:42:26 time: 0.0464 data_time: 0.0026 memory: 947 loss: 1.5119 2022/11/27 10:07:05 - mmengine - INFO - Epoch(train) [110][3700/5005] lr: 1.7932e-03 eta: 0:42:21 time: 0.0496 data_time: 0.0022 memory: 947 loss: 1.1420 2022/11/27 10:07:10 - mmengine - INFO - Epoch(train) [110][3800/5005] lr: 1.7863e-03 eta: 0:42:16 time: 0.0483 data_time: 0.0025 memory: 947 loss: 1.3491 2022/11/27 10:07:15 - mmengine - INFO - Epoch(train) [110][3900/5005] lr: 1.7794e-03 eta: 0:42:11 time: 0.0454 data_time: 0.0059 memory: 947 loss: 1.3800 2022/11/27 10:07:19 - mmengine - INFO - Epoch(train) [110][4000/5005] lr: 1.7725e-03 eta: 0:42:06 time: 0.0495 data_time: 0.0023 memory: 947 loss: 1.3070 2022/11/27 10:07:25 - mmengine - INFO - Epoch(train) [110][4100/5005] lr: 1.7656e-03 eta: 0:42:01 time: 0.0498 data_time: 0.0064 memory: 947 loss: 1.4321 2022/11/27 10:07:30 - mmengine - INFO - Epoch(train) [110][4200/5005] lr: 1.7587e-03 eta: 0:41:56 time: 0.0446 data_time: 0.0024 memory: 947 loss: 1.3299 2022/11/27 10:07:35 - mmengine - INFO - Epoch(train) [110][4300/5005] lr: 1.7518e-03 eta: 0:41:51 time: 0.0531 data_time: 0.0024 memory: 947 loss: 1.1619 2022/11/27 10:07:40 - mmengine - INFO - Epoch(train) [110][4400/5005] lr: 1.7450e-03 eta: 0:41:46 time: 0.0459 data_time: 0.0027 memory: 947 loss: 1.4493 2022/11/27 10:07:43 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:07:46 - mmengine - INFO - Epoch(train) [110][4500/5005] lr: 1.7381e-03 eta: 0:41:41 time: 0.0448 data_time: 0.0024 memory: 947 loss: 1.2615 2022/11/27 10:07:51 - mmengine - INFO - Epoch(train) [110][4600/5005] lr: 1.7313e-03 eta: 0:41:36 time: 0.0491 data_time: 0.0023 memory: 947 loss: 1.2353 2022/11/27 10:07:56 - mmengine - INFO - Epoch(train) [110][4700/5005] lr: 1.7245e-03 eta: 0:41:31 time: 0.0480 data_time: 0.0025 memory: 947 loss: 1.3071 2022/11/27 10:08:01 - mmengine - INFO - Epoch(train) [110][4800/5005] lr: 1.7177e-03 eta: 0:41:26 time: 0.0479 data_time: 0.0024 memory: 947 loss: 1.2499 2022/11/27 10:08:06 - mmengine - INFO - Epoch(train) [110][4900/5005] lr: 1.7109e-03 eta: 0:41:21 time: 0.0509 data_time: 0.0024 memory: 947 loss: 1.0725 2022/11/27 10:08:11 - mmengine - INFO - Epoch(train) [110][5000/5005] lr: 1.7041e-03 eta: 0:41:16 time: 0.0479 data_time: 0.0030 memory: 947 loss: 1.2370 2022/11/27 10:08:11 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:08:11 - mmengine - INFO - Saving checkpoint at 110 epochs 2022/11/27 10:08:16 - mmengine - INFO - Epoch(val) [110][100/196] eta: 0:00:03 time: 0.0380 data_time: 0.0256 memory: 947 2022/11/27 10:08:29 - mmengine - INFO - Epoch(val) [110][196/196] accuracy/top1: 71.3820 accuracy/top5: 90.0220 2022/11/27 10:08:34 - mmengine - INFO - Epoch(train) [111][ 100/5005] lr: 1.6970e-03 eta: 0:41:11 time: 0.0485 data_time: 0.0028 memory: 947 loss: 1.2497 2022/11/27 10:08:39 - mmengine - INFO - Epoch(train) [111][ 200/5005] lr: 1.6903e-03 eta: 0:41:06 time: 0.0465 data_time: 0.0025 memory: 947 loss: 1.4846 2022/11/27 10:08:44 - mmengine - INFO - Epoch(train) [111][ 300/5005] lr: 1.6835e-03 eta: 0:41:01 time: 0.0514 data_time: 0.0024 memory: 947 loss: 1.3493 2022/11/27 10:08:50 - mmengine - INFO - Epoch(train) [111][ 400/5005] lr: 1.6768e-03 eta: 0:40:56 time: 0.0646 data_time: 0.0228 memory: 947 loss: 1.1843 2022/11/27 10:08:52 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:08:55 - mmengine - INFO - Epoch(train) [111][ 500/5005] lr: 1.6701e-03 eta: 0:40:51 time: 0.0509 data_time: 0.0027 memory: 947 loss: 1.2125 2022/11/27 10:09:00 - mmengine - INFO - Epoch(train) [111][ 600/5005] lr: 1.6634e-03 eta: 0:40:47 time: 0.0483 data_time: 0.0023 memory: 947 loss: 1.2884 2022/11/27 10:09:05 - mmengine - INFO - Epoch(train) [111][ 700/5005] lr: 1.6567e-03 eta: 0:40:42 time: 0.0493 data_time: 0.0031 memory: 947 loss: 1.3518 2022/11/27 10:09:10 - mmengine - INFO - Epoch(train) [111][ 800/5005] lr: 1.6500e-03 eta: 0:40:37 time: 0.0456 data_time: 0.0024 memory: 947 loss: 1.2889 2022/11/27 10:09:15 - mmengine - INFO - Epoch(train) [111][ 900/5005] lr: 1.6434e-03 eta: 0:40:32 time: 0.0574 data_time: 0.0023 memory: 947 loss: 1.4958 2022/11/27 10:09:20 - mmengine - INFO - Epoch(train) [111][1000/5005] lr: 1.6367e-03 eta: 0:40:27 time: 0.0484 data_time: 0.0024 memory: 947 loss: 1.2534 2022/11/27 10:09:25 - mmengine - INFO - Epoch(train) [111][1100/5005] lr: 1.6301e-03 eta: 0:40:22 time: 0.0453 data_time: 0.0025 memory: 947 loss: 1.2094 2022/11/27 10:09:30 - mmengine - INFO - Epoch(train) [111][1200/5005] lr: 1.6235e-03 eta: 0:40:17 time: 0.0479 data_time: 0.0033 memory: 947 loss: 1.4060 2022/11/27 10:09:35 - mmengine - INFO - Epoch(train) [111][1300/5005] lr: 1.6169e-03 eta: 0:40:12 time: 0.0442 data_time: 0.0022 memory: 947 loss: 1.3121 2022/11/27 10:09:40 - mmengine - INFO - Epoch(train) [111][1400/5005] lr: 1.6103e-03 eta: 0:40:07 time: 0.0511 data_time: 0.0037 memory: 947 loss: 1.2002 2022/11/27 10:09:43 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:09:46 - mmengine - INFO - Epoch(train) [111][1500/5005] lr: 1.6037e-03 eta: 0:40:02 time: 0.0440 data_time: 0.0024 memory: 947 loss: 1.1989 2022/11/27 10:09:51 - mmengine - INFO - Epoch(train) [111][1600/5005] lr: 1.5972e-03 eta: 0:39:57 time: 0.0479 data_time: 0.0022 memory: 947 loss: 1.3522 2022/11/27 10:09:56 - mmengine - INFO - Epoch(train) [111][1700/5005] lr: 1.5906e-03 eta: 0:39:52 time: 0.0473 data_time: 0.0028 memory: 947 loss: 1.2132 2022/11/27 10:10:01 - mmengine - INFO - Epoch(train) [111][1800/5005] lr: 1.5841e-03 eta: 0:39:47 time: 0.0490 data_time: 0.0023 memory: 947 loss: 1.2858 2022/11/27 10:10:06 - mmengine - INFO - Epoch(train) [111][1900/5005] lr: 1.5775e-03 eta: 0:39:42 time: 0.0498 data_time: 0.0030 memory: 947 loss: 1.4390 2022/11/27 10:10:11 - mmengine - INFO - Epoch(train) [111][2000/5005] lr: 1.5710e-03 eta: 0:39:37 time: 0.0477 data_time: 0.0031 memory: 947 loss: 1.3809 2022/11/27 10:10:16 - mmengine - INFO - Epoch(train) [111][2100/5005] lr: 1.5645e-03 eta: 0:39:32 time: 0.0469 data_time: 0.0026 memory: 947 loss: 1.3059 2022/11/27 10:10:21 - mmengine - INFO - Epoch(train) [111][2200/5005] lr: 1.5581e-03 eta: 0:39:27 time: 0.0469 data_time: 0.0033 memory: 947 loss: 1.3514 2022/11/27 10:10:26 - mmengine - INFO - Epoch(train) [111][2300/5005] lr: 1.5516e-03 eta: 0:39:22 time: 0.0473 data_time: 0.0027 memory: 947 loss: 1.2907 2022/11/27 10:10:31 - mmengine - INFO - Epoch(train) [111][2400/5005] lr: 1.5451e-03 eta: 0:39:17 time: 0.0494 data_time: 0.0033 memory: 947 loss: 1.1755 2022/11/27 10:10:34 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:10:36 - mmengine - INFO - Epoch(train) [111][2500/5005] lr: 1.5387e-03 eta: 0:39:12 time: 0.0586 data_time: 0.0022 memory: 947 loss: 1.4187 2022/11/27 10:10:41 - mmengine - INFO - Epoch(train) [111][2600/5005] lr: 1.5322e-03 eta: 0:39:07 time: 0.0459 data_time: 0.0026 memory: 947 loss: 1.1886 2022/11/27 10:10:46 - mmengine - INFO - Epoch(train) [111][2700/5005] lr: 1.5258e-03 eta: 0:39:03 time: 0.0441 data_time: 0.0024 memory: 947 loss: 1.3812 2022/11/27 10:10:51 - mmengine - INFO - Epoch(train) [111][2800/5005] lr: 1.5194e-03 eta: 0:38:58 time: 0.0483 data_time: 0.0024 memory: 947 loss: 1.1982 2022/11/27 10:10:56 - mmengine - INFO - Epoch(train) [111][2900/5005] lr: 1.5130e-03 eta: 0:38:53 time: 0.0622 data_time: 0.0098 memory: 947 loss: 1.2915 2022/11/27 10:11:01 - mmengine - INFO - Epoch(train) [111][3000/5005] lr: 1.5067e-03 eta: 0:38:48 time: 0.0527 data_time: 0.0024 memory: 947 loss: 1.3139 2022/11/27 10:11:06 - mmengine - INFO - Epoch(train) [111][3100/5005] lr: 1.5003e-03 eta: 0:38:43 time: 0.0492 data_time: 0.0022 memory: 947 loss: 1.3909 2022/11/27 10:11:11 - mmengine - INFO - Epoch(train) [111][3200/5005] lr: 1.4939e-03 eta: 0:38:38 time: 0.0484 data_time: 0.0028 memory: 947 loss: 1.4084 2022/11/27 10:11:16 - mmengine - INFO - Epoch(train) [111][3300/5005] lr: 1.4876e-03 eta: 0:38:33 time: 0.0459 data_time: 0.0024 memory: 947 loss: 1.3167 2022/11/27 10:11:22 - mmengine - INFO - Epoch(train) [111][3400/5005] lr: 1.4813e-03 eta: 0:38:28 time: 0.0519 data_time: 0.0029 memory: 947 loss: 1.3522 2022/11/27 10:11:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:11:27 - mmengine - INFO - Epoch(train) [111][3500/5005] lr: 1.4750e-03 eta: 0:38:23 time: 0.0553 data_time: 0.0023 memory: 947 loss: 1.4525 2022/11/27 10:11:32 - mmengine - INFO - Epoch(train) [111][3600/5005] lr: 1.4687e-03 eta: 0:38:18 time: 0.0783 data_time: 0.0021 memory: 947 loss: 1.3745 2022/11/27 10:11:38 - mmengine - INFO - Epoch(train) [111][3700/5005] lr: 1.4624e-03 eta: 0:38:13 time: 0.0501 data_time: 0.0022 memory: 947 loss: 1.1848 2022/11/27 10:11:43 - mmengine - INFO - Epoch(train) [111][3800/5005] lr: 1.4561e-03 eta: 0:38:08 time: 0.0585 data_time: 0.0034 memory: 947 loss: 1.1372 2022/11/27 10:11:48 - mmengine - INFO - Epoch(train) [111][3900/5005] lr: 1.4498e-03 eta: 0:38:03 time: 0.0423 data_time: 0.0024 memory: 947 loss: 1.1948 2022/11/27 10:11:53 - mmengine - INFO - Epoch(train) [111][4000/5005] lr: 1.4436e-03 eta: 0:37:58 time: 0.0597 data_time: 0.0030 memory: 947 loss: 1.1708 2022/11/27 10:11:58 - mmengine - INFO - Epoch(train) [111][4100/5005] lr: 1.4374e-03 eta: 0:37:53 time: 0.0470 data_time: 0.0023 memory: 947 loss: 1.1760 2022/11/27 10:12:03 - mmengine - INFO - Epoch(train) [111][4200/5005] lr: 1.4311e-03 eta: 0:37:48 time: 0.0497 data_time: 0.0025 memory: 947 loss: 1.3502 2022/11/27 10:12:08 - mmengine - INFO - Epoch(train) [111][4300/5005] lr: 1.4249e-03 eta: 0:37:43 time: 0.0470 data_time: 0.0022 memory: 947 loss: 1.3640 2022/11/27 10:12:13 - mmengine - INFO - Epoch(train) [111][4400/5005] lr: 1.4187e-03 eta: 0:37:38 time: 0.0477 data_time: 0.0031 memory: 947 loss: 1.4913 2022/11/27 10:12:16 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:12:18 - mmengine - INFO - Epoch(train) [111][4500/5005] lr: 1.4126e-03 eta: 0:37:33 time: 0.0447 data_time: 0.0024 memory: 947 loss: 1.2864 2022/11/27 10:12:23 - mmengine - INFO - Epoch(train) [111][4600/5005] lr: 1.4064e-03 eta: 0:37:29 time: 0.0492 data_time: 0.0028 memory: 947 loss: 1.2815 2022/11/27 10:12:28 - mmengine - INFO - Epoch(train) [111][4700/5005] lr: 1.4002e-03 eta: 0:37:24 time: 0.0500 data_time: 0.0096 memory: 947 loss: 1.2896 2022/11/27 10:12:33 - mmengine - INFO - Epoch(train) [111][4800/5005] lr: 1.3941e-03 eta: 0:37:19 time: 0.0513 data_time: 0.0027 memory: 947 loss: 1.4288 2022/11/27 10:12:39 - mmengine - INFO - Epoch(train) [111][4900/5005] lr: 1.3880e-03 eta: 0:37:14 time: 0.0526 data_time: 0.0027 memory: 947 loss: 1.2669 2022/11/27 10:12:43 - mmengine - INFO - Epoch(train) [111][5000/5005] lr: 1.3819e-03 eta: 0:37:09 time: 0.0433 data_time: 0.0028 memory: 947 loss: 1.4354 2022/11/27 10:12:43 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:12:43 - mmengine - INFO - Saving checkpoint at 111 epochs 2022/11/27 10:12:48 - mmengine - INFO - Epoch(val) [111][100/196] eta: 0:00:03 time: 0.0360 data_time: 0.0233 memory: 947 2022/11/27 10:13:01 - mmengine - INFO - Epoch(val) [111][196/196] accuracy/top1: 71.4060 accuracy/top5: 90.2220 2022/11/27 10:13:06 - mmengine - INFO - Epoch(train) [112][ 100/5005] lr: 1.3755e-03 eta: 0:37:04 time: 0.0486 data_time: 0.0023 memory: 947 loss: 1.1354 2022/11/27 10:13:12 - mmengine - INFO - Epoch(train) [112][ 200/5005] lr: 1.3694e-03 eta: 0:36:59 time: 0.0458 data_time: 0.0023 memory: 947 loss: 1.2937 2022/11/27 10:13:17 - mmengine - INFO - Epoch(train) [112][ 300/5005] lr: 1.3633e-03 eta: 0:36:54 time: 0.0468 data_time: 0.0030 memory: 947 loss: 1.3530 2022/11/27 10:13:22 - mmengine - INFO - Epoch(train) [112][ 400/5005] lr: 1.3572e-03 eta: 0:36:49 time: 0.0447 data_time: 0.0026 memory: 947 loss: 1.3068 2022/11/27 10:13:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:13:27 - mmengine - INFO - Epoch(train) [112][ 500/5005] lr: 1.3512e-03 eta: 0:36:44 time: 0.0454 data_time: 0.0033 memory: 947 loss: 1.1642 2022/11/27 10:13:32 - mmengine - INFO - Epoch(train) [112][ 600/5005] lr: 1.3452e-03 eta: 0:36:39 time: 0.0474 data_time: 0.0028 memory: 947 loss: 1.2740 2022/11/27 10:13:37 - mmengine - INFO - Epoch(train) [112][ 700/5005] lr: 1.3392e-03 eta: 0:36:34 time: 0.0487 data_time: 0.0026 memory: 947 loss: 1.3062 2022/11/27 10:13:42 - mmengine - INFO - Epoch(train) [112][ 800/5005] lr: 1.3331e-03 eta: 0:36:29 time: 0.0470 data_time: 0.0032 memory: 947 loss: 1.2697 2022/11/27 10:13:47 - mmengine - INFO - Epoch(train) [112][ 900/5005] lr: 1.3272e-03 eta: 0:36:24 time: 0.0456 data_time: 0.0029 memory: 947 loss: 1.3463 2022/11/27 10:13:52 - mmengine - INFO - Epoch(train) [112][1000/5005] lr: 1.3212e-03 eta: 0:36:19 time: 0.0492 data_time: 0.0023 memory: 947 loss: 1.3333 2022/11/27 10:13:58 - mmengine - INFO - Epoch(train) [112][1100/5005] lr: 1.3152e-03 eta: 0:36:14 time: 0.0489 data_time: 0.0029 memory: 947 loss: 1.2961 2022/11/27 10:14:03 - mmengine - INFO - Epoch(train) [112][1200/5005] lr: 1.3093e-03 eta: 0:36:09 time: 0.0490 data_time: 0.0026 memory: 947 loss: 1.2736 2022/11/27 10:14:08 - mmengine - INFO - Epoch(train) [112][1300/5005] lr: 1.3033e-03 eta: 0:36:04 time: 0.0475 data_time: 0.0023 memory: 947 loss: 1.3349 2022/11/27 10:14:13 - mmengine - INFO - Epoch(train) [112][1400/5005] lr: 1.2974e-03 eta: 0:35:59 time: 0.0528 data_time: 0.0027 memory: 947 loss: 1.5720 2022/11/27 10:14:15 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:14:18 - mmengine - INFO - Epoch(train) [112][1500/5005] lr: 1.2915e-03 eta: 0:35:54 time: 0.0499 data_time: 0.0026 memory: 947 loss: 1.2582 2022/11/27 10:14:23 - mmengine - INFO - Epoch(train) [112][1600/5005] lr: 1.2856e-03 eta: 0:35:49 time: 0.0521 data_time: 0.0026 memory: 947 loss: 1.3705 2022/11/27 10:14:28 - mmengine - INFO - Epoch(train) [112][1700/5005] lr: 1.2797e-03 eta: 0:35:44 time: 0.0458 data_time: 0.0025 memory: 947 loss: 1.2848 2022/11/27 10:14:33 - mmengine - INFO - Epoch(train) [112][1800/5005] lr: 1.2738e-03 eta: 0:35:39 time: 0.0484 data_time: 0.0023 memory: 947 loss: 1.3572 2022/11/27 10:14:38 - mmengine - INFO - Epoch(train) [112][1900/5005] lr: 1.2680e-03 eta: 0:35:34 time: 0.0529 data_time: 0.0119 memory: 947 loss: 1.3364 2022/11/27 10:14:44 - mmengine - INFO - Epoch(train) [112][2000/5005] lr: 1.2621e-03 eta: 0:35:30 time: 0.0450 data_time: 0.0033 memory: 947 loss: 1.4451 2022/11/27 10:14:49 - mmengine - INFO - Epoch(train) [112][2100/5005] lr: 1.2563e-03 eta: 0:35:25 time: 0.0471 data_time: 0.0024 memory: 947 loss: 1.2267 2022/11/27 10:14:54 - mmengine - INFO - Epoch(train) [112][2200/5005] lr: 1.2505e-03 eta: 0:35:20 time: 0.0492 data_time: 0.0022 memory: 947 loss: 1.2547 2022/11/27 10:14:59 - mmengine - INFO - Epoch(train) [112][2300/5005] lr: 1.2447e-03 eta: 0:35:15 time: 0.0479 data_time: 0.0024 memory: 947 loss: 1.3153 2022/11/27 10:15:04 - mmengine - INFO - Epoch(train) [112][2400/5005] lr: 1.2389e-03 eta: 0:35:10 time: 0.0482 data_time: 0.0027 memory: 947 loss: 1.2790 2022/11/27 10:15:06 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:15:09 - mmengine - INFO - Epoch(train) [112][2500/5005] lr: 1.2331e-03 eta: 0:35:05 time: 0.0471 data_time: 0.0030 memory: 947 loss: 1.1386 2022/11/27 10:15:14 - mmengine - INFO - Epoch(train) [112][2600/5005] lr: 1.2273e-03 eta: 0:35:00 time: 0.0581 data_time: 0.0023 memory: 947 loss: 1.4794 2022/11/27 10:15:19 - mmengine - INFO - Epoch(train) [112][2700/5005] lr: 1.2216e-03 eta: 0:34:55 time: 0.0458 data_time: 0.0027 memory: 947 loss: 1.1881 2022/11/27 10:15:25 - mmengine - INFO - Epoch(train) [112][2800/5005] lr: 1.2158e-03 eta: 0:34:50 time: 0.0439 data_time: 0.0025 memory: 947 loss: 1.2761 2022/11/27 10:15:29 - mmengine - INFO - Epoch(train) [112][2900/5005] lr: 1.2101e-03 eta: 0:34:45 time: 0.0433 data_time: 0.0023 memory: 947 loss: 1.2418 2022/11/27 10:15:34 - mmengine - INFO - Epoch(train) [112][3000/5005] lr: 1.2044e-03 eta: 0:34:40 time: 0.0445 data_time: 0.0023 memory: 947 loss: 1.1905 2022/11/27 10:15:39 - mmengine - INFO - Epoch(train) [112][3100/5005] lr: 1.1987e-03 eta: 0:34:35 time: 0.0494 data_time: 0.0031 memory: 947 loss: 1.3319 2022/11/27 10:15:44 - mmengine - INFO - Epoch(train) [112][3200/5005] lr: 1.1930e-03 eta: 0:34:30 time: 0.0485 data_time: 0.0025 memory: 947 loss: 1.1655 2022/11/27 10:15:49 - mmengine - INFO - Epoch(train) [112][3300/5005] lr: 1.1873e-03 eta: 0:34:25 time: 0.0620 data_time: 0.0221 memory: 947 loss: 1.2455 2022/11/27 10:15:54 - mmengine - INFO - Epoch(train) [112][3400/5005] lr: 1.1817e-03 eta: 0:34:20 time: 0.0453 data_time: 0.0023 memory: 947 loss: 1.1188 2022/11/27 10:15:56 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:16:00 - mmengine - INFO - Epoch(train) [112][3500/5005] lr: 1.1760e-03 eta: 0:34:15 time: 0.0889 data_time: 0.0104 memory: 947 loss: 1.2258 2022/11/27 10:16:05 - mmengine - INFO - Epoch(train) [112][3600/5005] lr: 1.1704e-03 eta: 0:34:10 time: 0.0497 data_time: 0.0021 memory: 947 loss: 1.0633 2022/11/27 10:16:10 - mmengine - INFO - Epoch(train) [112][3700/5005] lr: 1.1648e-03 eta: 0:34:05 time: 0.0489 data_time: 0.0023 memory: 947 loss: 1.1904 2022/11/27 10:16:15 - mmengine - INFO - Epoch(train) [112][3800/5005] lr: 1.1592e-03 eta: 0:34:00 time: 0.0434 data_time: 0.0024 memory: 947 loss: 1.1124 2022/11/27 10:16:19 - mmengine - INFO - Epoch(train) [112][3900/5005] lr: 1.1536e-03 eta: 0:33:55 time: 0.0461 data_time: 0.0029 memory: 947 loss: 1.3227 2022/11/27 10:16:25 - mmengine - INFO - Epoch(train) [112][4000/5005] lr: 1.1480e-03 eta: 0:33:50 time: 0.0497 data_time: 0.0022 memory: 947 loss: 1.3782 2022/11/27 10:16:30 - mmengine - INFO - Epoch(train) [112][4100/5005] lr: 1.1424e-03 eta: 0:33:45 time: 0.0488 data_time: 0.0024 memory: 947 loss: 1.1046 2022/11/27 10:16:35 - mmengine - INFO - Epoch(train) [112][4200/5005] lr: 1.1369e-03 eta: 0:33:41 time: 0.0463 data_time: 0.0027 memory: 947 loss: 1.4097 2022/11/27 10:16:40 - mmengine - INFO - Epoch(train) [112][4300/5005] lr: 1.1313e-03 eta: 0:33:36 time: 0.0528 data_time: 0.0027 memory: 947 loss: 1.2433 2022/11/27 10:16:45 - mmengine - INFO - Epoch(train) [112][4400/5005] lr: 1.1258e-03 eta: 0:33:31 time: 0.0479 data_time: 0.0026 memory: 947 loss: 1.2501 2022/11/27 10:16:47 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:16:50 - mmengine - INFO - Epoch(train) [112][4500/5005] lr: 1.1203e-03 eta: 0:33:26 time: 0.0469 data_time: 0.0024 memory: 947 loss: 1.2317 2022/11/27 10:16:55 - mmengine - INFO - Epoch(train) [112][4600/5005] lr: 1.1148e-03 eta: 0:33:21 time: 0.0441 data_time: 0.0024 memory: 947 loss: 1.3995 2022/11/27 10:17:00 - mmengine - INFO - Epoch(train) [112][4700/5005] lr: 1.1093e-03 eta: 0:33:16 time: 0.0497 data_time: 0.0025 memory: 947 loss: 1.1846 2022/11/27 10:17:05 - mmengine - INFO - Epoch(train) [112][4800/5005] lr: 1.1038e-03 eta: 0:33:11 time: 0.0512 data_time: 0.0023 memory: 947 loss: 1.5070 2022/11/27 10:17:11 - mmengine - INFO - Epoch(train) [112][4900/5005] lr: 1.0984e-03 eta: 0:33:06 time: 0.0480 data_time: 0.0024 memory: 947 loss: 1.1631 2022/11/27 10:17:16 - mmengine - INFO - Epoch(train) [112][5000/5005] lr: 1.0929e-03 eta: 0:33:01 time: 0.0454 data_time: 0.0034 memory: 947 loss: 1.4446 2022/11/27 10:17:16 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:17:16 - mmengine - INFO - Saving checkpoint at 112 epochs 2022/11/27 10:17:20 - mmengine - INFO - Epoch(val) [112][100/196] eta: 0:00:03 time: 0.0364 data_time: 0.0260 memory: 947 2022/11/27 10:17:33 - mmengine - INFO - Epoch(val) [112][196/196] accuracy/top1: 71.6640 accuracy/top5: 90.2400 2022/11/27 10:17:39 - mmengine - INFO - Epoch(train) [113][ 100/5005] lr: 1.0872e-03 eta: 0:32:56 time: 0.0490 data_time: 0.0024 memory: 947 loss: 1.2220 2022/11/27 10:17:44 - mmengine - INFO - Epoch(train) [113][ 200/5005] lr: 1.0818e-03 eta: 0:32:51 time: 0.0472 data_time: 0.0022 memory: 947 loss: 1.4770 2022/11/27 10:17:49 - mmengine - INFO - Epoch(train) [113][ 300/5005] lr: 1.0764e-03 eta: 0:32:46 time: 0.0465 data_time: 0.0029 memory: 947 loss: 1.3014 2022/11/27 10:17:54 - mmengine - INFO - Epoch(train) [113][ 400/5005] lr: 1.0710e-03 eta: 0:32:41 time: 0.0492 data_time: 0.0024 memory: 947 loss: 1.3003 2022/11/27 10:17:56 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:17:59 - mmengine - INFO - Epoch(train) [113][ 500/5005] lr: 1.0657e-03 eta: 0:32:36 time: 0.0453 data_time: 0.0024 memory: 947 loss: 1.2053 2022/11/27 10:18:05 - mmengine - INFO - Epoch(train) [113][ 600/5005] lr: 1.0603e-03 eta: 0:32:31 time: 0.0614 data_time: 0.0024 memory: 947 loss: 1.2583 2022/11/27 10:18:10 - mmengine - INFO - Epoch(train) [113][ 700/5005] lr: 1.0549e-03 eta: 0:32:26 time: 0.0451 data_time: 0.0025 memory: 947 loss: 1.1240 2022/11/27 10:18:15 - mmengine - INFO - Epoch(train) [113][ 800/5005] lr: 1.0496e-03 eta: 0:32:21 time: 0.0561 data_time: 0.0022 memory: 947 loss: 1.2451 2022/11/27 10:18:20 - mmengine - INFO - Epoch(train) [113][ 900/5005] lr: 1.0443e-03 eta: 0:32:16 time: 0.0657 data_time: 0.0022 memory: 947 loss: 1.3607 2022/11/27 10:18:25 - mmengine - INFO - Epoch(train) [113][1000/5005] lr: 1.0390e-03 eta: 0:32:11 time: 0.0470 data_time: 0.0024 memory: 947 loss: 1.2802 2022/11/27 10:18:30 - mmengine - INFO - Epoch(train) [113][1100/5005] lr: 1.0337e-03 eta: 0:32:06 time: 0.0466 data_time: 0.0027 memory: 947 loss: 1.3376 2022/11/27 10:18:35 - mmengine - INFO - Epoch(train) [113][1200/5005] lr: 1.0284e-03 eta: 0:32:01 time: 0.0478 data_time: 0.0027 memory: 947 loss: 1.1678 2022/11/27 10:18:40 - mmengine - INFO - Epoch(train) [113][1300/5005] lr: 1.0231e-03 eta: 0:31:56 time: 0.0614 data_time: 0.0027 memory: 947 loss: 1.1121 2022/11/27 10:18:45 - mmengine - INFO - Epoch(train) [113][1400/5005] lr: 1.0179e-03 eta: 0:31:51 time: 0.0458 data_time: 0.0024 memory: 947 loss: 1.3373 2022/11/27 10:18:47 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:18:50 - mmengine - INFO - Epoch(train) [113][1500/5005] lr: 1.0126e-03 eta: 0:31:47 time: 0.0450 data_time: 0.0024 memory: 947 loss: 1.2093 2022/11/27 10:18:56 - mmengine - INFO - Epoch(train) [113][1600/5005] lr: 1.0074e-03 eta: 0:31:42 time: 0.0498 data_time: 0.0031 memory: 947 loss: 1.2471 2022/11/27 10:19:01 - mmengine - INFO - Epoch(train) [113][1700/5005] lr: 1.0022e-03 eta: 0:31:37 time: 0.0433 data_time: 0.0025 memory: 947 loss: 1.4172 2022/11/27 10:19:06 - mmengine - INFO - Epoch(train) [113][1800/5005] lr: 9.9696e-04 eta: 0:31:32 time: 0.0476 data_time: 0.0024 memory: 947 loss: 1.4449 2022/11/27 10:19:11 - mmengine - INFO - Epoch(train) [113][1900/5005] lr: 9.9177e-04 eta: 0:31:27 time: 0.0486 data_time: 0.0026 memory: 947 loss: 1.2639 2022/11/27 10:19:16 - mmengine - INFO - Epoch(train) [113][2000/5005] lr: 9.8660e-04 eta: 0:31:22 time: 0.0512 data_time: 0.0025 memory: 947 loss: 1.2726 2022/11/27 10:19:21 - mmengine - INFO - Epoch(train) [113][2100/5005] lr: 9.8143e-04 eta: 0:31:17 time: 0.0609 data_time: 0.0024 memory: 947 loss: 1.1147 2022/11/27 10:19:27 - mmengine - INFO - Epoch(train) [113][2200/5005] lr: 9.7628e-04 eta: 0:31:12 time: 0.0499 data_time: 0.0028 memory: 947 loss: 1.2633 2022/11/27 10:19:32 - mmengine - INFO - Epoch(train) [113][2300/5005] lr: 9.7115e-04 eta: 0:31:07 time: 0.0450 data_time: 0.0026 memory: 947 loss: 1.3730 2022/11/27 10:19:37 - mmengine - INFO - Epoch(train) [113][2400/5005] lr: 9.6602e-04 eta: 0:31:02 time: 0.0462 data_time: 0.0023 memory: 947 loss: 1.3544 2022/11/27 10:19:39 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:19:42 - mmengine - INFO - Epoch(train) [113][2500/5005] lr: 9.6091e-04 eta: 0:30:57 time: 0.0576 data_time: 0.0023 memory: 947 loss: 1.3105 2022/11/27 10:19:47 - mmengine - INFO - Epoch(train) [113][2600/5005] lr: 9.5582e-04 eta: 0:30:52 time: 0.0490 data_time: 0.0028 memory: 947 loss: 1.2533 2022/11/27 10:19:52 - mmengine - INFO - Epoch(train) [113][2700/5005] lr: 9.5074e-04 eta: 0:30:47 time: 0.0495 data_time: 0.0027 memory: 947 loss: 1.2280 2022/11/27 10:19:57 - mmengine - INFO - Epoch(train) [113][2800/5005] lr: 9.4567e-04 eta: 0:30:42 time: 0.0484 data_time: 0.0027 memory: 947 loss: 1.3787 2022/11/27 10:20:02 - mmengine - INFO - Epoch(train) [113][2900/5005] lr: 9.4061e-04 eta: 0:30:37 time: 0.0448 data_time: 0.0025 memory: 947 loss: 1.2064 2022/11/27 10:20:07 - mmengine - INFO - Epoch(train) [113][3000/5005] lr: 9.3557e-04 eta: 0:30:32 time: 0.0472 data_time: 0.0025 memory: 947 loss: 1.0758 2022/11/27 10:20:12 - mmengine - INFO - Epoch(train) [113][3100/5005] lr: 9.3054e-04 eta: 0:30:27 time: 0.0459 data_time: 0.0029 memory: 947 loss: 1.1390 2022/11/27 10:20:17 - mmengine - INFO - Epoch(train) [113][3200/5005] lr: 9.2552e-04 eta: 0:30:22 time: 0.0486 data_time: 0.0023 memory: 947 loss: 1.0627 2022/11/27 10:20:22 - mmengine - INFO - Epoch(train) [113][3300/5005] lr: 9.2052e-04 eta: 0:30:17 time: 0.0440 data_time: 0.0025 memory: 947 loss: 1.2082 2022/11/27 10:20:27 - mmengine - INFO - Epoch(train) [113][3400/5005] lr: 9.1553e-04 eta: 0:30:13 time: 0.0450 data_time: 0.0024 memory: 947 loss: 1.2023 2022/11/27 10:20:29 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:20:32 - mmengine - INFO - Epoch(train) [113][3500/5005] lr: 9.1056e-04 eta: 0:30:08 time: 0.0447 data_time: 0.0025 memory: 947 loss: 1.3784 2022/11/27 10:20:37 - mmengine - INFO - Epoch(train) [113][3600/5005] lr: 9.0560e-04 eta: 0:30:03 time: 0.0470 data_time: 0.0025 memory: 947 loss: 1.2216 2022/11/27 10:20:42 - mmengine - INFO - Epoch(train) [113][3700/5005] lr: 9.0065e-04 eta: 0:29:58 time: 0.0481 data_time: 0.0023 memory: 947 loss: 1.2880 2022/11/27 10:20:47 - mmengine - INFO - Epoch(train) [113][3800/5005] lr: 8.9571e-04 eta: 0:29:53 time: 0.0453 data_time: 0.0026 memory: 947 loss: 1.4854 2022/11/27 10:20:52 - mmengine - INFO - Epoch(train) [113][3900/5005] lr: 8.9079e-04 eta: 0:29:48 time: 0.0457 data_time: 0.0024 memory: 947 loss: 1.3462 2022/11/27 10:20:57 - mmengine - INFO - Epoch(train) [113][4000/5005] lr: 8.8588e-04 eta: 0:29:43 time: 0.0455 data_time: 0.0026 memory: 947 loss: 1.3470 2022/11/27 10:21:02 - mmengine - INFO - Epoch(train) [113][4100/5005] lr: 8.8099e-04 eta: 0:29:38 time: 0.0520 data_time: 0.0077 memory: 947 loss: 1.3852 2022/11/27 10:21:07 - mmengine - INFO - Epoch(train) [113][4200/5005] lr: 8.7611e-04 eta: 0:29:33 time: 0.0484 data_time: 0.0028 memory: 947 loss: 1.4896 2022/11/27 10:21:13 - mmengine - INFO - Epoch(train) [113][4300/5005] lr: 8.7124e-04 eta: 0:29:28 time: 0.0521 data_time: 0.0023 memory: 947 loss: 1.2419 2022/11/27 10:21:18 - mmengine - INFO - Epoch(train) [113][4400/5005] lr: 8.6638e-04 eta: 0:29:23 time: 0.0683 data_time: 0.0025 memory: 947 loss: 1.3392 2022/11/27 10:21:20 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:21:23 - mmengine - INFO - Epoch(train) [113][4500/5005] lr: 8.6154e-04 eta: 0:29:18 time: 0.0509 data_time: 0.0026 memory: 947 loss: 1.3995 2022/11/27 10:21:28 - mmengine - INFO - Epoch(train) [113][4600/5005] lr: 8.5672e-04 eta: 0:29:13 time: 0.0477 data_time: 0.0029 memory: 947 loss: 1.2703 2022/11/27 10:21:33 - mmengine - INFO - Epoch(train) [113][4700/5005] lr: 8.5190e-04 eta: 0:29:08 time: 0.0471 data_time: 0.0024 memory: 947 loss: 1.1127 2022/11/27 10:21:38 - mmengine - INFO - Epoch(train) [113][4800/5005] lr: 8.4710e-04 eta: 0:29:03 time: 0.0447 data_time: 0.0026 memory: 947 loss: 1.2413 2022/11/27 10:21:43 - mmengine - INFO - Epoch(train) [113][4900/5005] lr: 8.4231e-04 eta: 0:28:58 time: 0.0461 data_time: 0.0026 memory: 947 loss: 1.2148 2022/11/27 10:21:48 - mmengine - INFO - Epoch(train) [113][5000/5005] lr: 8.3754e-04 eta: 0:28:53 time: 0.0419 data_time: 0.0034 memory: 947 loss: 1.3899 2022/11/27 10:21:49 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:21:49 - mmengine - INFO - Saving checkpoint at 113 epochs 2022/11/27 10:21:53 - mmengine - INFO - Epoch(val) [113][100/196] eta: 0:00:03 time: 0.0360 data_time: 0.0254 memory: 947 2022/11/27 10:22:06 - mmengine - INFO - Epoch(val) [113][196/196] accuracy/top1: 71.8500 accuracy/top5: 90.4160 2022/11/27 10:22:12 - mmengine - INFO - Epoch(train) [114][ 100/5005] lr: 8.3254e-04 eta: 0:28:48 time: 0.0538 data_time: 0.0026 memory: 947 loss: 1.2719 2022/11/27 10:22:17 - mmengine - INFO - Epoch(train) [114][ 200/5005] lr: 8.2780e-04 eta: 0:28:43 time: 0.0491 data_time: 0.0024 memory: 947 loss: 1.2402 2022/11/27 10:22:22 - mmengine - INFO - Epoch(train) [114][ 300/5005] lr: 8.2306e-04 eta: 0:28:38 time: 0.0488 data_time: 0.0025 memory: 947 loss: 1.3659 2022/11/27 10:22:27 - mmengine - INFO - Epoch(train) [114][ 400/5005] lr: 8.1834e-04 eta: 0:28:33 time: 0.0478 data_time: 0.0024 memory: 947 loss: 1.2836 2022/11/27 10:22:29 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:22:32 - mmengine - INFO - Epoch(train) [114][ 500/5005] lr: 8.1364e-04 eta: 0:28:28 time: 0.0451 data_time: 0.0025 memory: 947 loss: 1.3106 2022/11/27 10:22:37 - mmengine - INFO - Epoch(train) [114][ 600/5005] lr: 8.0895e-04 eta: 0:28:23 time: 0.0424 data_time: 0.0024 memory: 947 loss: 1.3652 2022/11/27 10:22:42 - mmengine - INFO - Epoch(train) [114][ 700/5005] lr: 8.0427e-04 eta: 0:28:18 time: 0.0502 data_time: 0.0022 memory: 947 loss: 1.2305 2022/11/27 10:22:48 - mmengine - INFO - Epoch(train) [114][ 800/5005] lr: 7.9960e-04 eta: 0:28:13 time: 0.0484 data_time: 0.0024 memory: 947 loss: 1.2381 2022/11/27 10:22:53 - mmengine - INFO - Epoch(train) [114][ 900/5005] lr: 7.9495e-04 eta: 0:28:09 time: 0.0449 data_time: 0.0025 memory: 947 loss: 1.3265 2022/11/27 10:22:58 - mmengine - INFO - Epoch(train) [114][1000/5005] lr: 7.9031e-04 eta: 0:28:04 time: 0.0461 data_time: 0.0027 memory: 947 loss: 1.1993 2022/11/27 10:23:03 - mmengine - INFO - Epoch(train) [114][1100/5005] lr: 7.8569e-04 eta: 0:27:59 time: 0.0473 data_time: 0.0024 memory: 947 loss: 1.2875 2022/11/27 10:23:08 - mmengine - INFO - Epoch(train) [114][1200/5005] lr: 7.8108e-04 eta: 0:27:54 time: 0.0470 data_time: 0.0023 memory: 947 loss: 1.3278 2022/11/27 10:23:13 - mmengine - INFO - Epoch(train) [114][1300/5005] lr: 7.7648e-04 eta: 0:27:49 time: 0.0474 data_time: 0.0027 memory: 947 loss: 1.3093 2022/11/27 10:23:18 - mmengine - INFO - Epoch(train) [114][1400/5005] lr: 7.7189e-04 eta: 0:27:44 time: 0.0490 data_time: 0.0026 memory: 947 loss: 1.4464 2022/11/27 10:23:20 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:23:23 - mmengine - INFO - Epoch(train) [114][1500/5005] lr: 7.6732e-04 eta: 0:27:39 time: 0.0438 data_time: 0.0024 memory: 947 loss: 1.1735 2022/11/27 10:23:28 - mmengine - INFO - Epoch(train) [114][1600/5005] lr: 7.6276e-04 eta: 0:27:34 time: 0.0484 data_time: 0.0028 memory: 947 loss: 1.4507 2022/11/27 10:23:33 - mmengine - INFO - Epoch(train) [114][1700/5005] lr: 7.5822e-04 eta: 0:27:29 time: 0.0476 data_time: 0.0030 memory: 947 loss: 1.3932 2022/11/27 10:23:38 - mmengine - INFO - Epoch(train) [114][1800/5005] lr: 7.5369e-04 eta: 0:27:24 time: 0.0478 data_time: 0.0024 memory: 947 loss: 1.1863 2022/11/27 10:23:44 - mmengine - INFO - Epoch(train) [114][1900/5005] lr: 7.4917e-04 eta: 0:27:19 time: 0.0467 data_time: 0.0031 memory: 947 loss: 1.1674 2022/11/27 10:23:49 - mmengine - INFO - Epoch(train) [114][2000/5005] lr: 7.4467e-04 eta: 0:27:14 time: 0.0511 data_time: 0.0022 memory: 947 loss: 1.2406 2022/11/27 10:23:55 - mmengine - INFO - Epoch(train) [114][2100/5005] lr: 7.4018e-04 eta: 0:27:09 time: 0.0489 data_time: 0.0024 memory: 947 loss: 1.3311 2022/11/27 10:24:00 - mmengine - INFO - Epoch(train) [114][2200/5005] lr: 7.3570e-04 eta: 0:27:04 time: 0.0536 data_time: 0.0120 memory: 947 loss: 1.2237 2022/11/27 10:24:05 - mmengine - INFO - Epoch(train) [114][2300/5005] lr: 7.3124e-04 eta: 0:26:59 time: 0.0492 data_time: 0.0022 memory: 947 loss: 1.2984 2022/11/27 10:24:10 - mmengine - INFO - Epoch(train) [114][2400/5005] lr: 7.2679e-04 eta: 0:26:54 time: 0.0459 data_time: 0.0024 memory: 947 loss: 1.2745 2022/11/27 10:24:12 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:24:15 - mmengine - INFO - Epoch(train) [114][2500/5005] lr: 7.2235e-04 eta: 0:26:49 time: 0.0501 data_time: 0.0026 memory: 947 loss: 1.2030 2022/11/27 10:24:20 - mmengine - INFO - Epoch(train) [114][2600/5005] lr: 7.1793e-04 eta: 0:26:44 time: 0.0646 data_time: 0.0022 memory: 947 loss: 1.2683 2022/11/27 10:24:25 - mmengine - INFO - Epoch(train) [114][2700/5005] lr: 7.1352e-04 eta: 0:26:40 time: 0.0465 data_time: 0.0022 memory: 947 loss: 1.2265 2022/11/27 10:24:31 - mmengine - INFO - Epoch(train) [114][2800/5005] lr: 7.0912e-04 eta: 0:26:35 time: 0.0470 data_time: 0.0023 memory: 947 loss: 1.2376 2022/11/27 10:24:36 - mmengine - INFO - Epoch(train) [114][2900/5005] lr: 7.0474e-04 eta: 0:26:30 time: 0.0484 data_time: 0.0027 memory: 947 loss: 1.1654 2022/11/27 10:24:41 - mmengine - INFO - Epoch(train) [114][3000/5005] lr: 7.0037e-04 eta: 0:26:25 time: 0.0500 data_time: 0.0092 memory: 947 loss: 1.5904 2022/11/27 10:24:46 - mmengine - INFO - Epoch(train) [114][3100/5005] lr: 6.9602e-04 eta: 0:26:20 time: 0.0466 data_time: 0.0026 memory: 947 loss: 1.3665 2022/11/27 10:24:51 - mmengine - INFO - Epoch(train) [114][3200/5005] lr: 6.9168e-04 eta: 0:26:15 time: 0.0469 data_time: 0.0029 memory: 947 loss: 1.2190 2022/11/27 10:24:56 - mmengine - INFO - Epoch(train) [114][3300/5005] lr: 6.8735e-04 eta: 0:26:10 time: 0.0503 data_time: 0.0022 memory: 947 loss: 1.4726 2022/11/27 10:25:01 - mmengine - INFO - Epoch(train) [114][3400/5005] lr: 6.8303e-04 eta: 0:26:05 time: 0.0458 data_time: 0.0024 memory: 947 loss: 1.2023 2022/11/27 10:25:03 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:25:06 - mmengine - INFO - Epoch(train) [114][3500/5005] lr: 6.7873e-04 eta: 0:26:00 time: 0.0461 data_time: 0.0025 memory: 947 loss: 1.3269 2022/11/27 10:25:11 - mmengine - INFO - Epoch(train) [114][3600/5005] lr: 6.7444e-04 eta: 0:25:55 time: 0.0514 data_time: 0.0023 memory: 947 loss: 1.1516 2022/11/27 10:25:15 - mmengine - INFO - Epoch(train) [114][3700/5005] lr: 6.7017e-04 eta: 0:25:50 time: 0.0462 data_time: 0.0041 memory: 947 loss: 1.3535 2022/11/27 10:25:20 - mmengine - INFO - Epoch(train) [114][3800/5005] lr: 6.6591e-04 eta: 0:25:45 time: 0.0448 data_time: 0.0024 memory: 947 loss: 1.1545 2022/11/27 10:25:25 - mmengine - INFO - Epoch(train) [114][3900/5005] lr: 6.6166e-04 eta: 0:25:40 time: 0.0444 data_time: 0.0024 memory: 947 loss: 1.2325 2022/11/27 10:25:30 - mmengine - INFO - Epoch(train) [114][4000/5005] lr: 6.5743e-04 eta: 0:25:35 time: 0.0520 data_time: 0.0023 memory: 947 loss: 1.3767 2022/11/27 10:25:36 - mmengine - INFO - Epoch(train) [114][4100/5005] lr: 6.5321e-04 eta: 0:25:30 time: 0.0478 data_time: 0.0024 memory: 947 loss: 1.1913 2022/11/27 10:25:41 - mmengine - INFO - Epoch(train) [114][4200/5005] lr: 6.4900e-04 eta: 0:25:25 time: 0.0485 data_time: 0.0028 memory: 947 loss: 1.2425 2022/11/27 10:25:46 - mmengine - INFO - Epoch(train) [114][4300/5005] lr: 6.4480e-04 eta: 0:25:20 time: 0.0429 data_time: 0.0023 memory: 947 loss: 1.3164 2022/11/27 10:25:51 - mmengine - INFO - Epoch(train) [114][4400/5005] lr: 6.4062e-04 eta: 0:25:15 time: 0.0535 data_time: 0.0024 memory: 947 loss: 1.2537 2022/11/27 10:25:52 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:25:56 - mmengine - INFO - Epoch(train) [114][4500/5005] lr: 6.3646e-04 eta: 0:25:10 time: 0.0549 data_time: 0.0022 memory: 947 loss: 1.1438 2022/11/27 10:26:01 - mmengine - INFO - Epoch(train) [114][4600/5005] lr: 6.3231e-04 eta: 0:25:05 time: 0.0524 data_time: 0.0027 memory: 947 loss: 1.2487 2022/11/27 10:26:06 - mmengine - INFO - Epoch(train) [114][4700/5005] lr: 6.2817e-04 eta: 0:25:00 time: 0.0463 data_time: 0.0023 memory: 947 loss: 1.2535 2022/11/27 10:26:11 - mmengine - INFO - Epoch(train) [114][4800/5005] lr: 6.2404e-04 eta: 0:24:55 time: 0.0460 data_time: 0.0025 memory: 947 loss: 1.4864 2022/11/27 10:26:16 - mmengine - INFO - Epoch(train) [114][4900/5005] lr: 6.1993e-04 eta: 0:24:51 time: 0.0450 data_time: 0.0024 memory: 947 loss: 1.5633 2022/11/27 10:26:21 - mmengine - INFO - Epoch(train) [114][5000/5005] lr: 6.1583e-04 eta: 0:24:46 time: 0.0441 data_time: 0.0026 memory: 947 loss: 1.2328 2022/11/27 10:26:21 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:26:21 - mmengine - INFO - Saving checkpoint at 114 epochs 2022/11/27 10:26:26 - mmengine - INFO - Epoch(val) [114][100/196] eta: 0:00:04 time: 0.0363 data_time: 0.0256 memory: 947 2022/11/27 10:26:39 - mmengine - INFO - Epoch(val) [114][196/196] accuracy/top1: 72.1040 accuracy/top5: 90.4000 2022/11/27 10:26:45 - mmengine - INFO - Epoch(train) [115][ 100/5005] lr: 6.1154e-04 eta: 0:24:40 time: 0.0588 data_time: 0.0023 memory: 947 loss: 1.2655 2022/11/27 10:26:50 - mmengine - INFO - Epoch(train) [115][ 200/5005] lr: 6.0747e-04 eta: 0:24:35 time: 0.0477 data_time: 0.0025 memory: 947 loss: 1.2835 2022/11/27 10:26:55 - mmengine - INFO - Epoch(train) [115][ 300/5005] lr: 6.0341e-04 eta: 0:24:31 time: 0.0555 data_time: 0.0022 memory: 947 loss: 1.2124 2022/11/27 10:27:00 - mmengine - INFO - Epoch(train) [115][ 400/5005] lr: 5.9937e-04 eta: 0:24:26 time: 0.0609 data_time: 0.0091 memory: 947 loss: 1.1780 2022/11/27 10:27:02 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:27:05 - mmengine - INFO - Epoch(train) [115][ 500/5005] lr: 5.9534e-04 eta: 0:24:21 time: 0.0458 data_time: 0.0025 memory: 947 loss: 1.3309 2022/11/27 10:27:10 - mmengine - INFO - Epoch(train) [115][ 600/5005] lr: 5.9132e-04 eta: 0:24:16 time: 0.0465 data_time: 0.0036 memory: 947 loss: 1.2839 2022/11/27 10:27:15 - mmengine - INFO - Epoch(train) [115][ 700/5005] lr: 5.8731e-04 eta: 0:24:11 time: 0.0544 data_time: 0.0023 memory: 947 loss: 1.3696 2022/11/27 10:27:20 - mmengine - INFO - Epoch(train) [115][ 800/5005] lr: 5.8332e-04 eta: 0:24:06 time: 0.0478 data_time: 0.0023 memory: 947 loss: 1.4262 2022/11/27 10:27:25 - mmengine - INFO - Epoch(train) [115][ 900/5005] lr: 5.7935e-04 eta: 0:24:01 time: 0.0473 data_time: 0.0026 memory: 947 loss: 1.2008 2022/11/27 10:27:30 - mmengine - INFO - Epoch(train) [115][1000/5005] lr: 5.7538e-04 eta: 0:23:56 time: 0.0473 data_time: 0.0024 memory: 947 loss: 1.3047 2022/11/27 10:27:36 - mmengine - INFO - Epoch(train) [115][1100/5005] lr: 5.7144e-04 eta: 0:23:51 time: 0.0562 data_time: 0.0023 memory: 947 loss: 1.3332 2022/11/27 10:27:41 - mmengine - INFO - Epoch(train) [115][1200/5005] lr: 5.6750e-04 eta: 0:23:46 time: 0.0470 data_time: 0.0029 memory: 947 loss: 1.5088 2022/11/27 10:27:46 - mmengine - INFO - Epoch(train) [115][1300/5005] lr: 5.6358e-04 eta: 0:23:41 time: 0.0512 data_time: 0.0023 memory: 947 loss: 1.3572 2022/11/27 10:27:50 - mmengine - INFO - Epoch(train) [115][1400/5005] lr: 5.5967e-04 eta: 0:23:36 time: 0.0462 data_time: 0.0050 memory: 947 loss: 1.2469 2022/11/27 10:27:52 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:27:55 - mmengine - INFO - Epoch(train) [115][1500/5005] lr: 5.5577e-04 eta: 0:23:31 time: 0.0517 data_time: 0.0023 memory: 947 loss: 1.2686 2022/11/27 10:28:01 - mmengine - INFO - Epoch(train) [115][1600/5005] lr: 5.5189e-04 eta: 0:23:26 time: 0.0454 data_time: 0.0026 memory: 947 loss: 1.0674 2022/11/27 10:28:06 - mmengine - INFO - Epoch(train) [115][1700/5005] lr: 5.4802e-04 eta: 0:23:21 time: 0.0528 data_time: 0.0023 memory: 947 loss: 1.4708 2022/11/27 10:28:11 - mmengine - INFO - Epoch(train) [115][1800/5005] lr: 5.4417e-04 eta: 0:23:16 time: 0.0463 data_time: 0.0026 memory: 947 loss: 1.3417 2022/11/27 10:28:16 - mmengine - INFO - Epoch(train) [115][1900/5005] lr: 5.4033e-04 eta: 0:23:11 time: 0.0482 data_time: 0.0032 memory: 947 loss: 1.2870 2022/11/27 10:28:21 - mmengine - INFO - Epoch(train) [115][2000/5005] lr: 5.3650e-04 eta: 0:23:06 time: 0.0456 data_time: 0.0025 memory: 947 loss: 1.3453 2022/11/27 10:28:26 - mmengine - INFO - Epoch(train) [115][2100/5005] lr: 5.3268e-04 eta: 0:23:01 time: 0.0467 data_time: 0.0026 memory: 947 loss: 1.2783 2022/11/27 10:28:31 - mmengine - INFO - Epoch(train) [115][2200/5005] lr: 5.2888e-04 eta: 0:22:56 time: 0.0465 data_time: 0.0031 memory: 947 loss: 1.3507 2022/11/27 10:28:36 - mmengine - INFO - Epoch(train) [115][2300/5005] lr: 5.2510e-04 eta: 0:22:52 time: 0.0623 data_time: 0.0022 memory: 947 loss: 1.2895 2022/11/27 10:28:41 - mmengine - INFO - Epoch(train) [115][2400/5005] lr: 5.2132e-04 eta: 0:22:47 time: 0.0447 data_time: 0.0024 memory: 947 loss: 1.1544 2022/11/27 10:28:42 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:28:46 - mmengine - INFO - Epoch(train) [115][2500/5005] lr: 5.1756e-04 eta: 0:22:42 time: 0.0469 data_time: 0.0025 memory: 947 loss: 1.1788 2022/11/27 10:28:50 - mmengine - INFO - Epoch(train) [115][2600/5005] lr: 5.1382e-04 eta: 0:22:37 time: 0.0431 data_time: 0.0024 memory: 947 loss: 1.4355 2022/11/27 10:28:56 - mmengine - INFO - Epoch(train) [115][2700/5005] lr: 5.1008e-04 eta: 0:22:32 time: 0.0432 data_time: 0.0025 memory: 947 loss: 1.2568 2022/11/27 10:29:01 - mmengine - INFO - Epoch(train) [115][2800/5005] lr: 5.0636e-04 eta: 0:22:27 time: 0.0473 data_time: 0.0023 memory: 947 loss: 1.3905 2022/11/27 10:29:06 - mmengine - INFO - Epoch(train) [115][2900/5005] lr: 5.0266e-04 eta: 0:22:22 time: 0.0475 data_time: 0.0026 memory: 947 loss: 1.3909 2022/11/27 10:29:11 - mmengine - INFO - Epoch(train) [115][3000/5005] lr: 4.9896e-04 eta: 0:22:17 time: 0.0473 data_time: 0.0029 memory: 947 loss: 1.1395 2022/11/27 10:29:16 - mmengine - INFO - Epoch(train) [115][3100/5005] lr: 4.9529e-04 eta: 0:22:12 time: 0.0456 data_time: 0.0024 memory: 947 loss: 1.1692 2022/11/27 10:29:21 - mmengine - INFO - Epoch(train) [115][3200/5005] lr: 4.9162e-04 eta: 0:22:07 time: 0.0445 data_time: 0.0023 memory: 947 loss: 1.2664 2022/11/27 10:29:26 - mmengine - INFO - Epoch(train) [115][3300/5005] lr: 4.8797e-04 eta: 0:22:02 time: 0.0461 data_time: 0.0023 memory: 947 loss: 1.1953 2022/11/27 10:29:31 - mmengine - INFO - Epoch(train) [115][3400/5005] lr: 4.8433e-04 eta: 0:21:57 time: 0.0497 data_time: 0.0025 memory: 947 loss: 1.3071 2022/11/27 10:29:32 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:29:36 - mmengine - INFO - Epoch(train) [115][3500/5005] lr: 4.8071e-04 eta: 0:21:52 time: 0.0587 data_time: 0.0201 memory: 947 loss: 1.1687 2022/11/27 10:29:41 - mmengine - INFO - Epoch(train) [115][3600/5005] lr: 4.7709e-04 eta: 0:21:47 time: 0.0475 data_time: 0.0024 memory: 947 loss: 1.2896 2022/11/27 10:29:46 - mmengine - INFO - Epoch(train) [115][3700/5005] lr: 4.7350e-04 eta: 0:21:42 time: 0.0496 data_time: 0.0025 memory: 947 loss: 1.3275 2022/11/27 10:29:51 - mmengine - INFO - Epoch(train) [115][3800/5005] lr: 4.6991e-04 eta: 0:21:37 time: 0.0506 data_time: 0.0024 memory: 947 loss: 1.4002 2022/11/27 10:29:56 - mmengine - INFO - Epoch(train) [115][3900/5005] lr: 4.6634e-04 eta: 0:21:32 time: 0.0489 data_time: 0.0026 memory: 947 loss: 1.3792 2022/11/27 10:30:02 - mmengine - INFO - Epoch(train) [115][4000/5005] lr: 4.6279e-04 eta: 0:21:27 time: 0.0468 data_time: 0.0026 memory: 947 loss: 1.3179 2022/11/27 10:30:07 - mmengine - INFO - Epoch(train) [115][4100/5005] lr: 4.5924e-04 eta: 0:21:22 time: 0.0582 data_time: 0.0026 memory: 947 loss: 1.1230 2022/11/27 10:30:12 - mmengine - INFO - Epoch(train) [115][4200/5005] lr: 4.5571e-04 eta: 0:21:17 time: 0.0458 data_time: 0.0031 memory: 947 loss: 1.2485 2022/11/27 10:30:17 - mmengine - INFO - Epoch(train) [115][4300/5005] lr: 4.5220e-04 eta: 0:21:13 time: 0.0442 data_time: 0.0056 memory: 947 loss: 1.4212 2022/11/27 10:30:22 - mmengine - INFO - Epoch(train) [115][4400/5005] lr: 4.4869e-04 eta: 0:21:08 time: 0.0615 data_time: 0.0023 memory: 947 loss: 1.2988 2022/11/27 10:30:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:30:27 - mmengine - INFO - Epoch(train) [115][4500/5005] lr: 4.4520e-04 eta: 0:21:03 time: 0.0488 data_time: 0.0025 memory: 947 loss: 1.2748 2022/11/27 10:30:32 - mmengine - INFO - Epoch(train) [115][4600/5005] lr: 4.4173e-04 eta: 0:20:58 time: 0.0545 data_time: 0.0033 memory: 947 loss: 1.1176 2022/11/27 10:30:37 - mmengine - INFO - Epoch(train) [115][4700/5005] lr: 4.3827e-04 eta: 0:20:53 time: 0.0464 data_time: 0.0028 memory: 947 loss: 1.3265 2022/11/27 10:30:42 - mmengine - INFO - Epoch(train) [115][4800/5005] lr: 4.3482e-04 eta: 0:20:48 time: 0.0460 data_time: 0.0025 memory: 947 loss: 1.3886 2022/11/27 10:30:47 - mmengine - INFO - Epoch(train) [115][4900/5005] lr: 4.3138e-04 eta: 0:20:43 time: 0.0468 data_time: 0.0027 memory: 947 loss: 1.3036 2022/11/27 10:30:52 - mmengine - INFO - Epoch(train) [115][5000/5005] lr: 4.2796e-04 eta: 0:20:38 time: 0.0572 data_time: 0.0037 memory: 947 loss: 1.2464 2022/11/27 10:30:53 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:30:53 - mmengine - INFO - Saving checkpoint at 115 epochs 2022/11/27 10:30:57 - mmengine - INFO - Epoch(val) [115][100/196] eta: 0:00:03 time: 0.0391 data_time: 0.0279 memory: 947 2022/11/27 10:31:11 - mmengine - INFO - Epoch(val) [115][196/196] accuracy/top1: 72.0720 accuracy/top5: 90.5180 2022/11/27 10:31:16 - mmengine - INFO - Epoch(train) [116][ 100/5005] lr: 4.2438e-04 eta: 0:20:33 time: 0.0495 data_time: 0.0025 memory: 947 loss: 1.2615 2022/11/27 10:31:21 - mmengine - INFO - Epoch(train) [116][ 200/5005] lr: 4.2099e-04 eta: 0:20:28 time: 0.0441 data_time: 0.0028 memory: 947 loss: 1.3055 2022/11/27 10:31:26 - mmengine - INFO - Epoch(train) [116][ 300/5005] lr: 4.1761e-04 eta: 0:20:23 time: 0.0460 data_time: 0.0024 memory: 947 loss: 1.2744 2022/11/27 10:31:31 - mmengine - INFO - Epoch(train) [116][ 400/5005] lr: 4.1424e-04 eta: 0:20:18 time: 0.0501 data_time: 0.0029 memory: 947 loss: 1.1130 2022/11/27 10:31:33 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:31:36 - mmengine - INFO - Epoch(train) [116][ 500/5005] lr: 4.1089e-04 eta: 0:20:13 time: 0.0512 data_time: 0.0024 memory: 947 loss: 1.2109 2022/11/27 10:31:41 - mmengine - INFO - Epoch(train) [116][ 600/5005] lr: 4.0755e-04 eta: 0:20:08 time: 0.0437 data_time: 0.0025 memory: 947 loss: 1.2520 2022/11/27 10:31:47 - mmengine - INFO - Epoch(train) [116][ 700/5005] lr: 4.0423e-04 eta: 0:20:03 time: 0.0495 data_time: 0.0098 memory: 947 loss: 1.4119 2022/11/27 10:31:52 - mmengine - INFO - Epoch(train) [116][ 800/5005] lr: 4.0091e-04 eta: 0:19:58 time: 0.0477 data_time: 0.0023 memory: 947 loss: 1.2980 2022/11/27 10:31:57 - mmengine - INFO - Epoch(train) [116][ 900/5005] lr: 3.9762e-04 eta: 0:19:53 time: 0.0512 data_time: 0.0026 memory: 947 loss: 1.1946 2022/11/27 10:32:02 - mmengine - INFO - Epoch(train) [116][1000/5005] lr: 3.9433e-04 eta: 0:19:48 time: 0.0516 data_time: 0.0026 memory: 947 loss: 1.1887 2022/11/27 10:32:07 - mmengine - INFO - Epoch(train) [116][1100/5005] lr: 3.9106e-04 eta: 0:19:43 time: 0.0467 data_time: 0.0026 memory: 947 loss: 1.3411 2022/11/27 10:32:12 - mmengine - INFO - Epoch(train) [116][1200/5005] lr: 3.8780e-04 eta: 0:19:38 time: 0.0474 data_time: 0.0029 memory: 947 loss: 1.2880 2022/11/27 10:32:17 - mmengine - INFO - Epoch(train) [116][1300/5005] lr: 3.8456e-04 eta: 0:19:33 time: 0.0434 data_time: 0.0024 memory: 947 loss: 1.1531 2022/11/27 10:32:22 - mmengine - INFO - Epoch(train) [116][1400/5005] lr: 3.8133e-04 eta: 0:19:28 time: 0.0444 data_time: 0.0028 memory: 947 loss: 1.3687 2022/11/27 10:32:24 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:32:27 - mmengine - INFO - Epoch(train) [116][1500/5005] lr: 3.7811e-04 eta: 0:19:23 time: 0.0497 data_time: 0.0023 memory: 947 loss: 1.2747 2022/11/27 10:32:32 - mmengine - INFO - Epoch(train) [116][1600/5005] lr: 3.7491e-04 eta: 0:19:18 time: 0.0540 data_time: 0.0025 memory: 947 loss: 1.2054 2022/11/27 10:32:37 - mmengine - INFO - Epoch(train) [116][1700/5005] lr: 3.7172e-04 eta: 0:19:13 time: 0.0481 data_time: 0.0026 memory: 947 loss: 1.1696 2022/11/27 10:32:43 - mmengine - INFO - Epoch(train) [116][1800/5005] lr: 3.6854e-04 eta: 0:19:09 time: 0.0490 data_time: 0.0044 memory: 947 loss: 1.2230 2022/11/27 10:32:47 - mmengine - INFO - Epoch(train) [116][1900/5005] lr: 3.6538e-04 eta: 0:19:04 time: 0.0468 data_time: 0.0026 memory: 947 loss: 1.2717 2022/11/27 10:32:53 - mmengine - INFO - Epoch(train) [116][2000/5005] lr: 3.6223e-04 eta: 0:18:59 time: 0.0489 data_time: 0.0026 memory: 947 loss: 1.1125 2022/11/27 10:32:58 - mmengine - INFO - Epoch(train) [116][2100/5005] lr: 3.5909e-04 eta: 0:18:54 time: 0.0456 data_time: 0.0026 memory: 947 loss: 1.2346 2022/11/27 10:33:03 - mmengine - INFO - Epoch(train) [116][2200/5005] lr: 3.5597e-04 eta: 0:18:49 time: 0.0456 data_time: 0.0025 memory: 947 loss: 1.2052 2022/11/27 10:33:08 - mmengine - INFO - Epoch(train) [116][2300/5005] lr: 3.5286e-04 eta: 0:18:44 time: 0.0418 data_time: 0.0022 memory: 947 loss: 1.1809 2022/11/27 10:33:13 - mmengine - INFO - Epoch(train) [116][2400/5005] lr: 3.4977e-04 eta: 0:18:39 time: 0.0467 data_time: 0.0025 memory: 947 loss: 1.3055 2022/11/27 10:33:14 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:33:18 - mmengine - INFO - Epoch(train) [116][2500/5005] lr: 3.4668e-04 eta: 0:18:34 time: 0.0464 data_time: 0.0024 memory: 947 loss: 1.2327 2022/11/27 10:33:22 - mmengine - INFO - Epoch(train) [116][2600/5005] lr: 3.4362e-04 eta: 0:18:29 time: 0.0440 data_time: 0.0024 memory: 947 loss: 1.2675 2022/11/27 10:33:28 - mmengine - INFO - Epoch(train) [116][2700/5005] lr: 3.4056e-04 eta: 0:18:24 time: 0.0464 data_time: 0.0025 memory: 947 loss: 1.2268 2022/11/27 10:33:33 - mmengine - INFO - Epoch(train) [116][2800/5005] lr: 3.3752e-04 eta: 0:18:19 time: 0.0491 data_time: 0.0028 memory: 947 loss: 1.1469 2022/11/27 10:33:37 - mmengine - INFO - Epoch(train) [116][2900/5005] lr: 3.3450e-04 eta: 0:18:14 time: 0.0443 data_time: 0.0032 memory: 947 loss: 1.3314 2022/11/27 10:33:42 - mmengine - INFO - Epoch(train) [116][3000/5005] lr: 3.3148e-04 eta: 0:18:09 time: 0.0466 data_time: 0.0024 memory: 947 loss: 1.3922 2022/11/27 10:33:47 - mmengine - INFO - Epoch(train) [116][3100/5005] lr: 3.2848e-04 eta: 0:18:04 time: 0.0466 data_time: 0.0026 memory: 947 loss: 1.1477 2022/11/27 10:33:52 - mmengine - INFO - Epoch(train) [116][3200/5005] lr: 3.2550e-04 eta: 0:17:59 time: 0.0456 data_time: 0.0025 memory: 947 loss: 1.1145 2022/11/27 10:33:57 - mmengine - INFO - Epoch(train) [116][3300/5005] lr: 3.2252e-04 eta: 0:17:54 time: 0.0570 data_time: 0.0166 memory: 947 loss: 1.4086 2022/11/27 10:34:03 - mmengine - INFO - Epoch(train) [116][3400/5005] lr: 3.1956e-04 eta: 0:17:49 time: 0.0442 data_time: 0.0023 memory: 947 loss: 1.3918 2022/11/27 10:34:04 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:34:07 - mmengine - INFO - Epoch(train) [116][3500/5005] lr: 3.1662e-04 eta: 0:17:44 time: 0.0458 data_time: 0.0028 memory: 947 loss: 1.2384 2022/11/27 10:34:12 - mmengine - INFO - Epoch(train) [116][3600/5005] lr: 3.1369e-04 eta: 0:17:39 time: 0.0442 data_time: 0.0025 memory: 947 loss: 1.1012 2022/11/27 10:34:17 - mmengine - INFO - Epoch(train) [116][3700/5005] lr: 3.1077e-04 eta: 0:17:34 time: 0.0507 data_time: 0.0031 memory: 947 loss: 1.2174 2022/11/27 10:34:22 - mmengine - INFO - Epoch(train) [116][3800/5005] lr: 3.0786e-04 eta: 0:17:30 time: 0.0452 data_time: 0.0024 memory: 947 loss: 1.2282 2022/11/27 10:34:27 - mmengine - INFO - Epoch(train) [116][3900/5005] lr: 3.0497e-04 eta: 0:17:25 time: 0.0461 data_time: 0.0025 memory: 947 loss: 1.1417 2022/11/27 10:34:33 - mmengine - INFO - Epoch(train) [116][4000/5005] lr: 3.0210e-04 eta: 0:17:20 time: 0.0483 data_time: 0.0024 memory: 947 loss: 1.2622 2022/11/27 10:34:38 - mmengine - INFO - Epoch(train) [116][4100/5005] lr: 2.9923e-04 eta: 0:17:15 time: 0.0468 data_time: 0.0025 memory: 947 loss: 1.3098 2022/11/27 10:34:43 - mmengine - INFO - Epoch(train) [116][4200/5005] lr: 2.9638e-04 eta: 0:17:10 time: 0.0506 data_time: 0.0027 memory: 947 loss: 1.1983 2022/11/27 10:34:48 - mmengine - INFO - Epoch(train) [116][4300/5005] lr: 2.9354e-04 eta: 0:17:05 time: 0.0450 data_time: 0.0023 memory: 947 loss: 1.2855 2022/11/27 10:34:53 - mmengine - INFO - Epoch(train) [116][4400/5005] lr: 2.9072e-04 eta: 0:17:00 time: 0.0547 data_time: 0.0023 memory: 947 loss: 1.2478 2022/11/27 10:34:54 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:34:58 - mmengine - INFO - Epoch(train) [116][4500/5005] lr: 2.8791e-04 eta: 0:16:55 time: 0.0459 data_time: 0.0025 memory: 947 loss: 1.1052 2022/11/27 10:35:03 - mmengine - INFO - Epoch(train) [116][4600/5005] lr: 2.8512e-04 eta: 0:16:50 time: 0.0478 data_time: 0.0026 memory: 947 loss: 1.3214 2022/11/27 10:35:08 - mmengine - INFO - Epoch(train) [116][4700/5005] lr: 2.8233e-04 eta: 0:16:45 time: 0.0505 data_time: 0.0026 memory: 947 loss: 1.3332 2022/11/27 10:35:13 - mmengine - INFO - Epoch(train) [116][4800/5005] lr: 2.7957e-04 eta: 0:16:40 time: 0.0461 data_time: 0.0025 memory: 947 loss: 1.2628 2022/11/27 10:35:18 - mmengine - INFO - Epoch(train) [116][4900/5005] lr: 2.7681e-04 eta: 0:16:35 time: 0.0470 data_time: 0.0026 memory: 947 loss: 1.1836 2022/11/27 10:35:23 - mmengine - INFO - Epoch(train) [116][5000/5005] lr: 2.7407e-04 eta: 0:16:30 time: 0.0394 data_time: 0.0032 memory: 947 loss: 1.3713 2022/11/27 10:35:23 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:35:23 - mmengine - INFO - Saving checkpoint at 116 epochs 2022/11/27 10:35:28 - mmengine - INFO - Epoch(val) [116][100/196] eta: 0:00:04 time: 0.0374 data_time: 0.0259 memory: 947 2022/11/27 10:35:41 - mmengine - INFO - Epoch(val) [116][196/196] accuracy/top1: 72.2240 accuracy/top5: 90.4700 2022/11/27 10:35:46 - mmengine - INFO - Epoch(train) [117][ 100/5005] lr: 2.7121e-04 eta: 0:16:25 time: 0.0457 data_time: 0.0023 memory: 947 loss: 1.2924 2022/11/27 10:35:52 - mmengine - INFO - Epoch(train) [117][ 200/5005] lr: 2.6849e-04 eta: 0:16:20 time: 0.0502 data_time: 0.0021 memory: 947 loss: 1.2872 2022/11/27 10:35:57 - mmengine - INFO - Epoch(train) [117][ 300/5005] lr: 2.6579e-04 eta: 0:16:15 time: 0.0443 data_time: 0.0021 memory: 947 loss: 1.3113 2022/11/27 10:36:01 - mmengine - INFO - Epoch(train) [117][ 400/5005] lr: 2.6311e-04 eta: 0:16:10 time: 0.0461 data_time: 0.0020 memory: 947 loss: 1.3355 2022/11/27 10:36:02 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:36:06 - mmengine - INFO - Epoch(train) [117][ 500/5005] lr: 2.6043e-04 eta: 0:16:05 time: 0.0543 data_time: 0.0024 memory: 947 loss: 1.2107 2022/11/27 10:36:11 - mmengine - INFO - Epoch(train) [117][ 600/5005] lr: 2.5777e-04 eta: 0:16:00 time: 0.0468 data_time: 0.0027 memory: 947 loss: 1.2690 2022/11/27 10:36:16 - mmengine - INFO - Epoch(train) [117][ 700/5005] lr: 2.5513e-04 eta: 0:15:55 time: 0.0462 data_time: 0.0025 memory: 947 loss: 1.1947 2022/11/27 10:36:21 - mmengine - INFO - Epoch(train) [117][ 800/5005] lr: 2.5250e-04 eta: 0:15:50 time: 0.0490 data_time: 0.0032 memory: 947 loss: 1.3315 2022/11/27 10:36:26 - mmengine - INFO - Epoch(train) [117][ 900/5005] lr: 2.4988e-04 eta: 0:15:45 time: 0.0492 data_time: 0.0026 memory: 947 loss: 1.3817 2022/11/27 10:36:31 - mmengine - INFO - Epoch(train) [117][1000/5005] lr: 2.4727e-04 eta: 0:15:40 time: 0.0437 data_time: 0.0025 memory: 947 loss: 1.3320 2022/11/27 10:36:36 - mmengine - INFO - Epoch(train) [117][1100/5005] lr: 2.4468e-04 eta: 0:15:35 time: 0.0464 data_time: 0.0025 memory: 947 loss: 1.1134 2022/11/27 10:36:41 - mmengine - INFO - Epoch(train) [117][1200/5005] lr: 2.4210e-04 eta: 0:15:30 time: 0.0480 data_time: 0.0029 memory: 947 loss: 1.3389 2022/11/27 10:36:46 - mmengine - INFO - Epoch(train) [117][1300/5005] lr: 2.3954e-04 eta: 0:15:26 time: 0.0463 data_time: 0.0031 memory: 947 loss: 1.2002 2022/11/27 10:36:52 - mmengine - INFO - Epoch(train) [117][1400/5005] lr: 2.3699e-04 eta: 0:15:21 time: 0.0490 data_time: 0.0025 memory: 947 loss: 1.2254 2022/11/27 10:36:53 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:36:57 - mmengine - INFO - Epoch(train) [117][1500/5005] lr: 2.3445e-04 eta: 0:15:16 time: 0.0530 data_time: 0.0025 memory: 947 loss: 1.1873 2022/11/27 10:37:02 - mmengine - INFO - Epoch(train) [117][1600/5005] lr: 2.3193e-04 eta: 0:15:11 time: 0.0472 data_time: 0.0029 memory: 947 loss: 1.1645 2022/11/27 10:37:07 - mmengine - INFO - Epoch(train) [117][1700/5005] lr: 2.2942e-04 eta: 0:15:06 time: 0.0494 data_time: 0.0023 memory: 947 loss: 1.4963 2022/11/27 10:37:12 - mmengine - INFO - Epoch(train) [117][1800/5005] lr: 2.2693e-04 eta: 0:15:01 time: 0.0572 data_time: 0.0027 memory: 947 loss: 1.3439 2022/11/27 10:37:17 - mmengine - INFO - Epoch(train) [117][1900/5005] lr: 2.2444e-04 eta: 0:14:56 time: 0.0456 data_time: 0.0024 memory: 947 loss: 1.2767 2022/11/27 10:37:23 - mmengine - INFO - Epoch(train) [117][2000/5005] lr: 2.2198e-04 eta: 0:14:51 time: 0.0443 data_time: 0.0038 memory: 947 loss: 1.3961 2022/11/27 10:37:28 - mmengine - INFO - Epoch(train) [117][2100/5005] lr: 2.1952e-04 eta: 0:14:46 time: 0.0476 data_time: 0.0075 memory: 947 loss: 1.5255 2022/11/27 10:37:33 - mmengine - INFO - Epoch(train) [117][2200/5005] lr: 2.1708e-04 eta: 0:14:41 time: 0.0500 data_time: 0.0031 memory: 947 loss: 1.1584 2022/11/27 10:37:38 - mmengine - INFO - Epoch(train) [117][2300/5005] lr: 2.1465e-04 eta: 0:14:36 time: 0.0450 data_time: 0.0028 memory: 947 loss: 1.2871 2022/11/27 10:37:42 - mmengine - INFO - Epoch(train) [117][2400/5005] lr: 2.1224e-04 eta: 0:14:31 time: 0.0457 data_time: 0.0026 memory: 947 loss: 1.4013 2022/11/27 10:37:43 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:37:47 - mmengine - INFO - Epoch(train) [117][2500/5005] lr: 2.0984e-04 eta: 0:14:26 time: 0.0476 data_time: 0.0024 memory: 947 loss: 1.3781 2022/11/27 10:37:52 - mmengine - INFO - Epoch(train) [117][2600/5005] lr: 2.0745e-04 eta: 0:14:21 time: 0.0465 data_time: 0.0033 memory: 947 loss: 1.1336 2022/11/27 10:37:57 - mmengine - INFO - Epoch(train) [117][2700/5005] lr: 2.0508e-04 eta: 0:14:16 time: 0.0465 data_time: 0.0027 memory: 947 loss: 1.2360 2022/11/27 10:38:02 - mmengine - INFO - Epoch(train) [117][2800/5005] lr: 2.0272e-04 eta: 0:14:11 time: 0.0471 data_time: 0.0024 memory: 947 loss: 1.3278 2022/11/27 10:38:07 - mmengine - INFO - Epoch(train) [117][2900/5005] lr: 2.0037e-04 eta: 0:14:06 time: 0.0463 data_time: 0.0024 memory: 947 loss: 1.3202 2022/11/27 10:38:13 - mmengine - INFO - Epoch(train) [117][3000/5005] lr: 1.9804e-04 eta: 0:14:01 time: 0.0681 data_time: 0.0025 memory: 947 loss: 1.2205 2022/11/27 10:38:18 - mmengine - INFO - Epoch(train) [117][3100/5005] lr: 1.9572e-04 eta: 0:13:56 time: 0.0539 data_time: 0.0027 memory: 947 loss: 1.3134 2022/11/27 10:38:23 - mmengine - INFO - Epoch(train) [117][3200/5005] lr: 1.9342e-04 eta: 0:13:52 time: 0.0469 data_time: 0.0023 memory: 947 loss: 1.2859 2022/11/27 10:38:28 - mmengine - INFO - Epoch(train) [117][3300/5005] lr: 1.9112e-04 eta: 0:13:47 time: 0.0482 data_time: 0.0031 memory: 947 loss: 1.1934 2022/11/27 10:38:34 - mmengine - INFO - Epoch(train) [117][3400/5005] lr: 1.8885e-04 eta: 0:13:42 time: 0.0478 data_time: 0.0023 memory: 947 loss: 1.0454 2022/11/27 10:38:35 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:38:39 - mmengine - INFO - Epoch(train) [117][3500/5005] lr: 1.8658e-04 eta: 0:13:37 time: 0.0474 data_time: 0.0024 memory: 947 loss: 1.0439 2022/11/27 10:38:44 - mmengine - INFO - Epoch(train) [117][3600/5005] lr: 1.8433e-04 eta: 0:13:32 time: 0.0457 data_time: 0.0025 memory: 947 loss: 1.3005 2022/11/27 10:38:49 - mmengine - INFO - Epoch(train) [117][3700/5005] lr: 1.8210e-04 eta: 0:13:27 time: 0.0508 data_time: 0.0023 memory: 947 loss: 1.3035 2022/11/27 10:38:54 - mmengine - INFO - Epoch(train) [117][3800/5005] lr: 1.7987e-04 eta: 0:13:22 time: 0.0476 data_time: 0.0023 memory: 947 loss: 1.4033 2022/11/27 10:39:00 - mmengine - INFO - Epoch(train) [117][3900/5005] lr: 1.7766e-04 eta: 0:13:17 time: 0.0522 data_time: 0.0027 memory: 947 loss: 1.3609 2022/11/27 10:39:05 - mmengine - INFO - Epoch(train) [117][4000/5005] lr: 1.7547e-04 eta: 0:13:12 time: 0.0462 data_time: 0.0024 memory: 947 loss: 1.2689 2022/11/27 10:39:11 - mmengine - INFO - Epoch(train) [117][4100/5005] lr: 1.7328e-04 eta: 0:13:07 time: 0.0533 data_time: 0.0023 memory: 947 loss: 1.0865 2022/11/27 10:39:16 - mmengine - INFO - Epoch(train) [117][4200/5005] lr: 1.7112e-04 eta: 0:13:02 time: 0.0445 data_time: 0.0022 memory: 947 loss: 1.1597 2022/11/27 10:39:21 - mmengine - INFO - Epoch(train) [117][4300/5005] lr: 1.6896e-04 eta: 0:12:57 time: 0.0521 data_time: 0.0024 memory: 947 loss: 1.1545 2022/11/27 10:39:26 - mmengine - INFO - Epoch(train) [117][4400/5005] lr: 1.6682e-04 eta: 0:12:52 time: 0.0538 data_time: 0.0024 memory: 947 loss: 0.9589 2022/11/27 10:39:27 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:39:31 - mmengine - INFO - Epoch(train) [117][4500/5005] lr: 1.6469e-04 eta: 0:12:47 time: 0.0458 data_time: 0.0027 memory: 947 loss: 1.0232 2022/11/27 10:39:37 - mmengine - INFO - Epoch(train) [117][4600/5005] lr: 1.6258e-04 eta: 0:12:42 time: 0.0569 data_time: 0.0029 memory: 947 loss: 1.1707 2022/11/27 10:39:42 - mmengine - INFO - Epoch(train) [117][4700/5005] lr: 1.6048e-04 eta: 0:12:37 time: 0.0466 data_time: 0.0024 memory: 947 loss: 1.3705 2022/11/27 10:39:47 - mmengine - INFO - Epoch(train) [117][4800/5005] lr: 1.5839e-04 eta: 0:12:32 time: 0.0453 data_time: 0.0025 memory: 947 loss: 1.1575 2022/11/27 10:39:52 - mmengine - INFO - Epoch(train) [117][4900/5005] lr: 1.5632e-04 eta: 0:12:27 time: 0.0501 data_time: 0.0026 memory: 947 loss: 1.3620 2022/11/27 10:39:57 - mmengine - INFO - Epoch(train) [117][5000/5005] lr: 1.5426e-04 eta: 0:12:23 time: 0.0438 data_time: 0.0026 memory: 947 loss: 1.3261 2022/11/27 10:39:58 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:39:58 - mmengine - INFO - Saving checkpoint at 117 epochs 2022/11/27 10:40:02 - mmengine - INFO - Epoch(val) [117][100/196] eta: 0:00:03 time: 0.0375 data_time: 0.0257 memory: 947 2022/11/27 10:40:15 - mmengine - INFO - Epoch(val) [117][196/196] accuracy/top1: 72.3700 accuracy/top5: 90.5380 2022/11/27 10:40:21 - mmengine - INFO - Epoch(train) [118][ 100/5005] lr: 1.5211e-04 eta: 0:12:17 time: 0.0489 data_time: 0.0028 memory: 947 loss: 1.0078 2022/11/27 10:40:26 - mmengine - INFO - Epoch(train) [118][ 200/5005] lr: 1.5008e-04 eta: 0:12:12 time: 0.0510 data_time: 0.0024 memory: 947 loss: 1.2645 2022/11/27 10:40:31 - mmengine - INFO - Epoch(train) [118][ 300/5005] lr: 1.4806e-04 eta: 0:12:07 time: 0.0552 data_time: 0.0028 memory: 947 loss: 1.2244 2022/11/27 10:40:37 - mmengine - INFO - Epoch(train) [118][ 400/5005] lr: 1.4605e-04 eta: 0:12:03 time: 0.0517 data_time: 0.0026 memory: 947 loss: 1.2745 2022/11/27 10:40:37 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:40:42 - mmengine - INFO - Epoch(train) [118][ 500/5005] lr: 1.4406e-04 eta: 0:11:58 time: 0.0436 data_time: 0.0026 memory: 947 loss: 1.1425 2022/11/27 10:40:47 - mmengine - INFO - Epoch(train) [118][ 600/5005] lr: 1.4209e-04 eta: 0:11:53 time: 0.0529 data_time: 0.0025 memory: 947 loss: 1.1745 2022/11/27 10:40:52 - mmengine - INFO - Epoch(train) [118][ 700/5005] lr: 1.4012e-04 eta: 0:11:48 time: 0.0447 data_time: 0.0022 memory: 947 loss: 1.2901 2022/11/27 10:40:57 - mmengine - INFO - Epoch(train) [118][ 800/5005] lr: 1.3817e-04 eta: 0:11:43 time: 0.0433 data_time: 0.0029 memory: 947 loss: 1.1215 2022/11/27 10:41:02 - mmengine - INFO - Epoch(train) [118][ 900/5005] lr: 1.3624e-04 eta: 0:11:38 time: 0.0467 data_time: 0.0027 memory: 947 loss: 1.1526 2022/11/27 10:41:07 - mmengine - INFO - Epoch(train) [118][1000/5005] lr: 1.3431e-04 eta: 0:11:33 time: 0.0458 data_time: 0.0025 memory: 947 loss: 1.3518 2022/11/27 10:41:12 - mmengine - INFO - Epoch(train) [118][1100/5005] lr: 1.3241e-04 eta: 0:11:28 time: 0.0484 data_time: 0.0026 memory: 947 loss: 1.2268 2022/11/27 10:41:18 - mmengine - INFO - Epoch(train) [118][1200/5005] lr: 1.3051e-04 eta: 0:11:23 time: 0.0758 data_time: 0.0027 memory: 947 loss: 1.1027 2022/11/27 10:41:23 - mmengine - INFO - Epoch(train) [118][1300/5005] lr: 1.2863e-04 eta: 0:11:18 time: 0.0477 data_time: 0.0030 memory: 947 loss: 1.1975 2022/11/27 10:41:28 - mmengine - INFO - Epoch(train) [118][1400/5005] lr: 1.2676e-04 eta: 0:11:13 time: 0.0496 data_time: 0.0027 memory: 947 loss: 1.1618 2022/11/27 10:41:28 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:41:33 - mmengine - INFO - Epoch(train) [118][1500/5005] lr: 1.2491e-04 eta: 0:11:08 time: 0.0453 data_time: 0.0025 memory: 947 loss: 1.2003 2022/11/27 10:41:38 - mmengine - INFO - Epoch(train) [118][1600/5005] lr: 1.2307e-04 eta: 0:11:03 time: 0.0482 data_time: 0.0025 memory: 947 loss: 1.2905 2022/11/27 10:41:43 - mmengine - INFO - Epoch(train) [118][1700/5005] lr: 1.2124e-04 eta: 0:10:58 time: 0.0465 data_time: 0.0027 memory: 947 loss: 1.3619 2022/11/27 10:41:48 - mmengine - INFO - Epoch(train) [118][1800/5005] lr: 1.1943e-04 eta: 0:10:53 time: 0.0499 data_time: 0.0023 memory: 947 loss: 1.2571 2022/11/27 10:41:54 - mmengine - INFO - Epoch(train) [118][1900/5005] lr: 1.1763e-04 eta: 0:10:48 time: 0.0471 data_time: 0.0026 memory: 947 loss: 1.1854 2022/11/27 10:41:59 - mmengine - INFO - Epoch(train) [118][2000/5005] lr: 1.1584e-04 eta: 0:10:43 time: 0.0504 data_time: 0.0027 memory: 947 loss: 1.2915 2022/11/27 10:42:04 - mmengine - INFO - Epoch(train) [118][2100/5005] lr: 1.1407e-04 eta: 0:10:38 time: 0.0460 data_time: 0.0026 memory: 947 loss: 1.1828 2022/11/27 10:42:09 - mmengine - INFO - Epoch(train) [118][2200/5005] lr: 1.1231e-04 eta: 0:10:33 time: 0.0483 data_time: 0.0027 memory: 947 loss: 1.1199 2022/11/27 10:42:14 - mmengine - INFO - Epoch(train) [118][2300/5005] lr: 1.1056e-04 eta: 0:10:29 time: 0.0508 data_time: 0.0025 memory: 947 loss: 1.3356 2022/11/27 10:42:20 - mmengine - INFO - Epoch(train) [118][2400/5005] lr: 1.0883e-04 eta: 0:10:24 time: 0.0543 data_time: 0.0025 memory: 947 loss: 1.2695 2022/11/27 10:42:20 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:42:25 - mmengine - INFO - Epoch(train) [118][2500/5005] lr: 1.0711e-04 eta: 0:10:19 time: 0.0459 data_time: 0.0026 memory: 947 loss: 1.1962 2022/11/27 10:42:30 - mmengine - INFO - Epoch(train) [118][2600/5005] lr: 1.0541e-04 eta: 0:10:14 time: 0.0446 data_time: 0.0024 memory: 947 loss: 1.1999 2022/11/27 10:42:35 - mmengine - INFO - Epoch(train) [118][2700/5005] lr: 1.0372e-04 eta: 0:10:09 time: 0.0525 data_time: 0.0025 memory: 947 loss: 1.1519 2022/11/27 10:42:40 - mmengine - INFO - Epoch(train) [118][2800/5005] lr: 1.0204e-04 eta: 0:10:04 time: 0.0457 data_time: 0.0026 memory: 947 loss: 1.3283 2022/11/27 10:42:45 - mmengine - INFO - Epoch(train) [118][2900/5005] lr: 1.0038e-04 eta: 0:09:59 time: 0.0458 data_time: 0.0026 memory: 947 loss: 1.3617 2022/11/27 10:42:50 - mmengine - INFO - Epoch(train) [118][3000/5005] lr: 9.8729e-05 eta: 0:09:54 time: 0.0475 data_time: 0.0030 memory: 947 loss: 1.1819 2022/11/27 10:42:55 - mmengine - INFO - Epoch(train) [118][3100/5005] lr: 9.7093e-05 eta: 0:09:49 time: 0.0444 data_time: 0.0027 memory: 947 loss: 1.3326 2022/11/27 10:43:00 - mmengine - INFO - Epoch(train) [118][3200/5005] lr: 9.5471e-05 eta: 0:09:44 time: 0.0477 data_time: 0.0025 memory: 947 loss: 1.2630 2022/11/27 10:43:05 - mmengine - INFO - Epoch(train) [118][3300/5005] lr: 9.3862e-05 eta: 0:09:39 time: 0.0443 data_time: 0.0024 memory: 947 loss: 1.3363 2022/11/27 10:43:11 - mmengine - INFO - Epoch(train) [118][3400/5005] lr: 9.2267e-05 eta: 0:09:34 time: 0.0552 data_time: 0.0028 memory: 947 loss: 1.2745 2022/11/27 10:43:11 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:43:16 - mmengine - INFO - Epoch(train) [118][3500/5005] lr: 9.0686e-05 eta: 0:09:29 time: 0.0479 data_time: 0.0026 memory: 947 loss: 1.1743 2022/11/27 10:43:21 - mmengine - INFO - Epoch(train) [118][3600/5005] lr: 8.9119e-05 eta: 0:09:24 time: 0.0481 data_time: 0.0034 memory: 947 loss: 1.2519 2022/11/27 10:43:26 - mmengine - INFO - Epoch(train) [118][3700/5005] lr: 8.7565e-05 eta: 0:09:19 time: 0.0470 data_time: 0.0026 memory: 947 loss: 1.2300 2022/11/27 10:43:31 - mmengine - INFO - Epoch(train) [118][3800/5005] lr: 8.6024e-05 eta: 0:09:14 time: 0.0473 data_time: 0.0025 memory: 947 loss: 1.0617 2022/11/27 10:43:36 - mmengine - INFO - Epoch(train) [118][3900/5005] lr: 8.4497e-05 eta: 0:09:09 time: 0.0457 data_time: 0.0029 memory: 947 loss: 1.0892 2022/11/27 10:43:41 - mmengine - INFO - Epoch(train) [118][4000/5005] lr: 8.2984e-05 eta: 0:09:04 time: 0.0474 data_time: 0.0024 memory: 947 loss: 1.0563 2022/11/27 10:43:46 - mmengine - INFO - Epoch(train) [118][4100/5005] lr: 8.1485e-05 eta: 0:08:59 time: 0.0538 data_time: 0.0024 memory: 947 loss: 1.2381 2022/11/27 10:43:51 - mmengine - INFO - Epoch(train) [118][4200/5005] lr: 7.9999e-05 eta: 0:08:55 time: 0.0450 data_time: 0.0025 memory: 947 loss: 1.1428 2022/11/27 10:43:56 - mmengine - INFO - Epoch(train) [118][4300/5005] lr: 7.8527e-05 eta: 0:08:50 time: 0.0480 data_time: 0.0023 memory: 947 loss: 1.0959 2022/11/27 10:44:01 - mmengine - INFO - Epoch(train) [118][4400/5005] lr: 7.7069e-05 eta: 0:08:45 time: 0.0517 data_time: 0.0027 memory: 947 loss: 1.1874 2022/11/27 10:44:01 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:44:06 - mmengine - INFO - Epoch(train) [118][4500/5005] lr: 7.5624e-05 eta: 0:08:40 time: 0.0465 data_time: 0.0030 memory: 947 loss: 1.2138 2022/11/27 10:44:11 - mmengine - INFO - Epoch(train) [118][4600/5005] lr: 7.4193e-05 eta: 0:08:35 time: 0.0462 data_time: 0.0024 memory: 947 loss: 1.1510 2022/11/27 10:44:16 - mmengine - INFO - Epoch(train) [118][4700/5005] lr: 7.2776e-05 eta: 0:08:30 time: 0.0491 data_time: 0.0025 memory: 947 loss: 1.1428 2022/11/27 10:44:21 - mmengine - INFO - Epoch(train) [118][4800/5005] lr: 7.1372e-05 eta: 0:08:25 time: 0.0453 data_time: 0.0026 memory: 947 loss: 1.4210 2022/11/27 10:44:26 - mmengine - INFO - Epoch(train) [118][4900/5005] lr: 6.9982e-05 eta: 0:08:20 time: 0.0456 data_time: 0.0026 memory: 947 loss: 1.3443 2022/11/27 10:44:31 - mmengine - INFO - Epoch(train) [118][5000/5005] lr: 6.8605e-05 eta: 0:08:15 time: 0.0437 data_time: 0.0035 memory: 947 loss: 1.0525 2022/11/27 10:44:31 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:44:31 - mmengine - INFO - Saving checkpoint at 118 epochs 2022/11/27 10:44:36 - mmengine - INFO - Epoch(val) [118][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0249 memory: 947 2022/11/27 10:44:49 - mmengine - INFO - Epoch(val) [118][196/196] accuracy/top1: 72.3420 accuracy/top5: 90.5180 2022/11/27 10:44:54 - mmengine - INFO - Epoch(train) [119][ 100/5005] lr: 6.7175e-05 eta: 0:08:10 time: 0.0562 data_time: 0.0028 memory: 947 loss: 1.1811 2022/11/27 10:44:59 - mmengine - INFO - Epoch(train) [119][ 200/5005] lr: 6.5826e-05 eta: 0:08:05 time: 0.0442 data_time: 0.0023 memory: 947 loss: 1.1010 2022/11/27 10:45:04 - mmengine - INFO - Epoch(train) [119][ 300/5005] lr: 6.4492e-05 eta: 0:08:00 time: 0.0518 data_time: 0.0027 memory: 947 loss: 1.1570 2022/11/27 10:45:09 - mmengine - INFO - Epoch(train) [119][ 400/5005] lr: 6.3171e-05 eta: 0:07:55 time: 0.0473 data_time: 0.0027 memory: 947 loss: 1.1523 2022/11/27 10:45:09 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:45:14 - mmengine - INFO - Epoch(train) [119][ 500/5005] lr: 6.1863e-05 eta: 0:07:50 time: 0.0478 data_time: 0.0026 memory: 947 loss: 1.1846 2022/11/27 10:45:19 - mmengine - INFO - Epoch(train) [119][ 600/5005] lr: 6.0569e-05 eta: 0:07:45 time: 0.0470 data_time: 0.0023 memory: 947 loss: 1.4969 2022/11/27 10:45:24 - mmengine - INFO - Epoch(train) [119][ 700/5005] lr: 5.9289e-05 eta: 0:07:40 time: 0.0498 data_time: 0.0024 memory: 947 loss: 1.2019 2022/11/27 10:45:29 - mmengine - INFO - Epoch(train) [119][ 800/5005] lr: 5.8023e-05 eta: 0:07:35 time: 0.0446 data_time: 0.0025 memory: 947 loss: 1.1555 2022/11/27 10:45:34 - mmengine - INFO - Epoch(train) [119][ 900/5005] lr: 5.6770e-05 eta: 0:07:30 time: 0.0467 data_time: 0.0026 memory: 947 loss: 1.2619 2022/11/27 10:45:39 - mmengine - INFO - Epoch(train) [119][1000/5005] lr: 5.5531e-05 eta: 0:07:25 time: 0.0445 data_time: 0.0024 memory: 947 loss: 1.3056 2022/11/27 10:45:44 - mmengine - INFO - Epoch(train) [119][1100/5005] lr: 5.4305e-05 eta: 0:07:20 time: 0.0486 data_time: 0.0023 memory: 947 loss: 1.1942 2022/11/27 10:45:49 - mmengine - INFO - Epoch(train) [119][1200/5005] lr: 5.3094e-05 eta: 0:07:15 time: 0.0474 data_time: 0.0026 memory: 947 loss: 1.4055 2022/11/27 10:45:55 - mmengine - INFO - Epoch(train) [119][1300/5005] lr: 5.1896e-05 eta: 0:07:10 time: 0.0542 data_time: 0.0025 memory: 947 loss: 1.1423 2022/11/27 10:45:59 - mmengine - INFO - Epoch(train) [119][1400/5005] lr: 5.0711e-05 eta: 0:07:05 time: 0.0477 data_time: 0.0026 memory: 947 loss: 1.2350 2022/11/27 10:46:00 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:46:04 - mmengine - INFO - Epoch(train) [119][1500/5005] lr: 4.9540e-05 eta: 0:07:00 time: 0.0440 data_time: 0.0026 memory: 947 loss: 1.0321 2022/11/27 10:46:09 - mmengine - INFO - Epoch(train) [119][1600/5005] lr: 4.8383e-05 eta: 0:06:56 time: 0.0464 data_time: 0.0025 memory: 947 loss: 1.5093 2022/11/27 10:46:14 - mmengine - INFO - Epoch(train) [119][1700/5005] lr: 4.7240e-05 eta: 0:06:51 time: 0.0528 data_time: 0.0026 memory: 947 loss: 1.3686 2022/11/27 10:46:20 - mmengine - INFO - Epoch(train) [119][1800/5005] lr: 4.6110e-05 eta: 0:06:46 time: 0.0596 data_time: 0.0141 memory: 947 loss: 1.3092 2022/11/27 10:46:25 - mmengine - INFO - Epoch(train) [119][1900/5005] lr: 4.4994e-05 eta: 0:06:41 time: 0.0492 data_time: 0.0023 memory: 947 loss: 1.2026 2022/11/27 10:46:30 - mmengine - INFO - Epoch(train) [119][2000/5005] lr: 4.3891e-05 eta: 0:06:36 time: 0.0480 data_time: 0.0029 memory: 947 loss: 1.3978 2022/11/27 10:46:35 - mmengine - INFO - Epoch(train) [119][2100/5005] lr: 4.2803e-05 eta: 0:06:31 time: 0.0516 data_time: 0.0024 memory: 947 loss: 1.2817 2022/11/27 10:46:40 - mmengine - INFO - Epoch(train) [119][2200/5005] lr: 4.1727e-05 eta: 0:06:26 time: 0.0514 data_time: 0.0027 memory: 947 loss: 1.1964 2022/11/27 10:46:45 - mmengine - INFO - Epoch(train) [119][2300/5005] lr: 4.0666e-05 eta: 0:06:21 time: 0.0507 data_time: 0.0030 memory: 947 loss: 1.1460 2022/11/27 10:46:50 - mmengine - INFO - Epoch(train) [119][2400/5005] lr: 3.9618e-05 eta: 0:06:16 time: 0.0478 data_time: 0.0029 memory: 947 loss: 1.3314 2022/11/27 10:46:51 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:46:55 - mmengine - INFO - Epoch(train) [119][2500/5005] lr: 3.8584e-05 eta: 0:06:11 time: 0.0571 data_time: 0.0024 memory: 947 loss: 1.3508 2022/11/27 10:47:00 - mmengine - INFO - Epoch(train) [119][2600/5005] lr: 3.7564e-05 eta: 0:06:06 time: 0.0480 data_time: 0.0030 memory: 947 loss: 1.1001 2022/11/27 10:47:06 - mmengine - INFO - Epoch(train) [119][2700/5005] lr: 3.6557e-05 eta: 0:06:01 time: 0.0460 data_time: 0.0024 memory: 947 loss: 1.2809 2022/11/27 10:47:11 - mmengine - INFO - Epoch(train) [119][2800/5005] lr: 3.5564e-05 eta: 0:05:56 time: 0.0463 data_time: 0.0025 memory: 947 loss: 1.3463 2022/11/27 10:47:16 - mmengine - INFO - Epoch(train) [119][2900/5005] lr: 3.4584e-05 eta: 0:05:51 time: 0.0473 data_time: 0.0025 memory: 947 loss: 1.0902 2022/11/27 10:47:21 - mmengine - INFO - Epoch(train) [119][3000/5005] lr: 3.3619e-05 eta: 0:05:46 time: 0.0672 data_time: 0.0026 memory: 947 loss: 1.2804 2022/11/27 10:47:26 - mmengine - INFO - Epoch(train) [119][3100/5005] lr: 3.2667e-05 eta: 0:05:41 time: 0.0467 data_time: 0.0030 memory: 947 loss: 1.2616 2022/11/27 10:47:31 - mmengine - INFO - Epoch(train) [119][3200/5005] lr: 3.1728e-05 eta: 0:05:36 time: 0.0461 data_time: 0.0026 memory: 947 loss: 1.2396 2022/11/27 10:47:36 - mmengine - INFO - Epoch(train) [119][3300/5005] lr: 3.0803e-05 eta: 0:05:31 time: 0.0569 data_time: 0.0024 memory: 947 loss: 1.3108 2022/11/27 10:47:41 - mmengine - INFO - Epoch(train) [119][3400/5005] lr: 2.9892e-05 eta: 0:05:26 time: 0.0518 data_time: 0.0025 memory: 947 loss: 1.0637 2022/11/27 10:47:42 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:47:46 - mmengine - INFO - Epoch(train) [119][3500/5005] lr: 2.8995e-05 eta: 0:05:22 time: 0.0498 data_time: 0.0029 memory: 947 loss: 1.2421 2022/11/27 10:47:51 - mmengine - INFO - Epoch(train) [119][3600/5005] lr: 2.8111e-05 eta: 0:05:17 time: 0.0563 data_time: 0.0055 memory: 947 loss: 1.2012 2022/11/27 10:47:56 - mmengine - INFO - Epoch(train) [119][3700/5005] lr: 2.7241e-05 eta: 0:05:12 time: 0.0473 data_time: 0.0024 memory: 947 loss: 1.2687 2022/11/27 10:48:01 - mmengine - INFO - Epoch(train) [119][3800/5005] lr: 2.6385e-05 eta: 0:05:07 time: 0.0440 data_time: 0.0025 memory: 947 loss: 1.1926 2022/11/27 10:48:06 - mmengine - INFO - Epoch(train) [119][3900/5005] lr: 2.5542e-05 eta: 0:05:02 time: 0.0469 data_time: 0.0028 memory: 947 loss: 1.3571 2022/11/27 10:48:11 - mmengine - INFO - Epoch(train) [119][4000/5005] lr: 2.4713e-05 eta: 0:04:57 time: 0.0521 data_time: 0.0029 memory: 947 loss: 1.1519 2022/11/27 10:48:16 - mmengine - INFO - Epoch(train) [119][4100/5005] lr: 2.3898e-05 eta: 0:04:52 time: 0.0437 data_time: 0.0024 memory: 947 loss: 1.2821 2022/11/27 10:48:21 - mmengine - INFO - Epoch(train) [119][4200/5005] lr: 2.3096e-05 eta: 0:04:47 time: 0.0432 data_time: 0.0024 memory: 947 loss: 1.2388 2022/11/27 10:48:26 - mmengine - INFO - Epoch(train) [119][4300/5005] lr: 2.2308e-05 eta: 0:04:42 time: 0.0451 data_time: 0.0025 memory: 947 loss: 1.1878 2022/11/27 10:48:31 - mmengine - INFO - Epoch(train) [119][4400/5005] lr: 2.1534e-05 eta: 0:04:37 time: 0.0495 data_time: 0.0025 memory: 947 loss: 1.2234 2022/11/27 10:48:32 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:48:36 - mmengine - INFO - Epoch(train) [119][4500/5005] lr: 2.0773e-05 eta: 0:04:32 time: 0.0454 data_time: 0.0028 memory: 947 loss: 1.2117 2022/11/27 10:48:41 - mmengine - INFO - Epoch(train) [119][4600/5005] lr: 2.0026e-05 eta: 0:04:27 time: 0.0480 data_time: 0.0024 memory: 947 loss: 1.2019 2022/11/27 10:48:46 - mmengine - INFO - Epoch(train) [119][4700/5005] lr: 1.9293e-05 eta: 0:04:22 time: 0.0448 data_time: 0.0024 memory: 947 loss: 1.2595 2022/11/27 10:48:52 - mmengine - INFO - Epoch(train) [119][4800/5005] lr: 1.8573e-05 eta: 0:04:17 time: 0.0449 data_time: 0.0025 memory: 947 loss: 1.3351 2022/11/27 10:48:57 - mmengine - INFO - Epoch(train) [119][4900/5005] lr: 1.7867e-05 eta: 0:04:12 time: 0.0560 data_time: 0.0026 memory: 947 loss: 1.4367 2022/11/27 10:49:02 - mmengine - INFO - Epoch(train) [119][5000/5005] lr: 1.7175e-05 eta: 0:04:07 time: 0.0450 data_time: 0.0029 memory: 947 loss: 1.2624 2022/11/27 10:49:02 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:49:02 - mmengine - INFO - Saving checkpoint at 119 epochs 2022/11/27 10:49:07 - mmengine - INFO - Epoch(val) [119][100/196] eta: 0:00:03 time: 0.0359 data_time: 0.0246 memory: 947 2022/11/27 10:49:19 - mmengine - INFO - Epoch(val) [119][196/196] accuracy/top1: 72.3580 accuracy/top5: 90.5920 2022/11/27 10:49:25 - mmengine - INFO - Epoch(train) [120][ 100/5005] lr: 1.6463e-05 eta: 0:04:02 time: 0.0451 data_time: 0.0025 memory: 947 loss: 1.0192 2022/11/27 10:49:30 - mmengine - INFO - Epoch(train) [120][ 200/5005] lr: 1.5798e-05 eta: 0:03:57 time: 0.0500 data_time: 0.0024 memory: 947 loss: 1.2109 2022/11/27 10:49:35 - mmengine - INFO - Epoch(train) [120][ 300/5005] lr: 1.5148e-05 eta: 0:03:52 time: 0.0468 data_time: 0.0026 memory: 947 loss: 1.2430 2022/11/27 10:49:40 - mmengine - INFO - Epoch(train) [120][ 400/5005] lr: 1.4511e-05 eta: 0:03:47 time: 0.0451 data_time: 0.0025 memory: 947 loss: 1.4818 2022/11/27 10:49:40 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:49:45 - mmengine - INFO - Epoch(train) [120][ 500/5005] lr: 1.3888e-05 eta: 0:03:42 time: 0.0461 data_time: 0.0024 memory: 947 loss: 1.1364 2022/11/27 10:49:50 - mmengine - INFO - Epoch(train) [120][ 600/5005] lr: 1.3278e-05 eta: 0:03:37 time: 0.0477 data_time: 0.0087 memory: 947 loss: 1.1853 2022/11/27 10:49:55 - mmengine - INFO - Epoch(train) [120][ 700/5005] lr: 1.2682e-05 eta: 0:03:32 time: 0.0451 data_time: 0.0023 memory: 947 loss: 1.2090 2022/11/27 10:50:00 - mmengine - INFO - Epoch(train) [120][ 800/5005] lr: 1.2100e-05 eta: 0:03:27 time: 0.0468 data_time: 0.0024 memory: 947 loss: 1.3345 2022/11/27 10:50:05 - mmengine - INFO - Epoch(train) [120][ 900/5005] lr: 1.1532e-05 eta: 0:03:23 time: 0.0518 data_time: 0.0025 memory: 947 loss: 1.3278 2022/11/27 10:50:10 - mmengine - INFO - Epoch(train) [120][1000/5005] lr: 1.0977e-05 eta: 0:03:18 time: 0.0480 data_time: 0.0026 memory: 947 loss: 1.4473 2022/11/27 10:50:15 - mmengine - INFO - Epoch(train) [120][1100/5005] lr: 1.0436e-05 eta: 0:03:13 time: 0.0530 data_time: 0.0023 memory: 947 loss: 1.2414 2022/11/27 10:50:21 - mmengine - INFO - Epoch(train) [120][1200/5005] lr: 9.9081e-06 eta: 0:03:08 time: 0.0526 data_time: 0.0026 memory: 947 loss: 1.4310 2022/11/27 10:50:26 - mmengine - INFO - Epoch(train) [120][1300/5005] lr: 9.3943e-06 eta: 0:03:03 time: 0.0501 data_time: 0.0026 memory: 947 loss: 1.4318 2022/11/27 10:50:31 - mmengine - INFO - Epoch(train) [120][1400/5005] lr: 8.8942e-06 eta: 0:02:58 time: 0.0483 data_time: 0.0025 memory: 947 loss: 1.1507 2022/11/27 10:50:31 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:50:36 - mmengine - INFO - Epoch(train) [120][1500/5005] lr: 8.4078e-06 eta: 0:02:53 time: 0.0493 data_time: 0.0024 memory: 947 loss: 1.1611 2022/11/27 10:50:41 - mmengine - INFO - Epoch(train) [120][1600/5005] lr: 7.9350e-06 eta: 0:02:48 time: 0.0524 data_time: 0.0024 memory: 947 loss: 1.0285 2022/11/27 10:50:46 - mmengine - INFO - Epoch(train) [120][1700/5005] lr: 7.4759e-06 eta: 0:02:43 time: 0.0466 data_time: 0.0024 memory: 947 loss: 1.3083 2022/11/27 10:50:51 - mmengine - INFO - Epoch(train) [120][1800/5005] lr: 7.0305e-06 eta: 0:02:38 time: 0.0473 data_time: 0.0053 memory: 947 loss: 1.1611 2022/11/27 10:50:56 - mmengine - INFO - Epoch(train) [120][1900/5005] lr: 6.5988e-06 eta: 0:02:33 time: 0.0477 data_time: 0.0027 memory: 947 loss: 1.2694 2022/11/27 10:51:01 - mmengine - INFO - Epoch(train) [120][2000/5005] lr: 6.1807e-06 eta: 0:02:28 time: 0.0493 data_time: 0.0025 memory: 947 loss: 1.1887 2022/11/27 10:51:06 - mmengine - INFO - Epoch(train) [120][2100/5005] lr: 5.7763e-06 eta: 0:02:23 time: 0.0446 data_time: 0.0024 memory: 947 loss: 1.0802 2022/11/27 10:51:11 - mmengine - INFO - Epoch(train) [120][2200/5005] lr: 5.3856e-06 eta: 0:02:18 time: 0.0473 data_time: 0.0025 memory: 947 loss: 1.2298 2022/11/27 10:51:16 - mmengine - INFO - Epoch(train) [120][2300/5005] lr: 5.0086e-06 eta: 0:02:13 time: 0.0467 data_time: 0.0023 memory: 947 loss: 1.3491 2022/11/27 10:51:21 - mmengine - INFO - Epoch(train) [120][2400/5005] lr: 4.6453e-06 eta: 0:02:08 time: 0.0485 data_time: 0.0025 memory: 947 loss: 1.1841 2022/11/27 10:51:22 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:51:26 - mmengine - INFO - Epoch(train) [120][2500/5005] lr: 4.2956e-06 eta: 0:02:03 time: 0.0526 data_time: 0.0028 memory: 947 loss: 1.3896 2022/11/27 10:51:31 - mmengine - INFO - Epoch(train) [120][2600/5005] lr: 3.9596e-06 eta: 0:01:58 time: 0.0631 data_time: 0.0075 memory: 947 loss: 1.3836 2022/11/27 10:51:36 - mmengine - INFO - Epoch(train) [120][2700/5005] lr: 3.6373e-06 eta: 0:01:54 time: 0.0508 data_time: 0.0048 memory: 947 loss: 1.0766 2022/11/27 10:51:41 - mmengine - INFO - Epoch(train) [120][2800/5005] lr: 3.3287e-06 eta: 0:01:49 time: 0.0436 data_time: 0.0025 memory: 947 loss: 1.2951 2022/11/27 10:51:46 - mmengine - INFO - Epoch(train) [120][2900/5005] lr: 3.0338e-06 eta: 0:01:44 time: 0.0496 data_time: 0.0025 memory: 947 loss: 1.2845 2022/11/27 10:51:51 - mmengine - INFO - Epoch(train) [120][3000/5005] lr: 2.7525e-06 eta: 0:01:39 time: 0.0507 data_time: 0.0024 memory: 947 loss: 1.0653 2022/11/27 10:51:57 - mmengine - INFO - Epoch(train) [120][3100/5005] lr: 2.4849e-06 eta: 0:01:34 time: 0.0463 data_time: 0.0024 memory: 947 loss: 1.3057 2022/11/27 10:52:02 - mmengine - INFO - Epoch(train) [120][3200/5005] lr: 2.2310e-06 eta: 0:01:29 time: 0.0766 data_time: 0.0178 memory: 947 loss: 1.1168 2022/11/27 10:52:07 - mmengine - INFO - Epoch(train) [120][3300/5005] lr: 1.9908e-06 eta: 0:01:24 time: 0.0503 data_time: 0.0023 memory: 947 loss: 1.2737 2022/11/27 10:52:12 - mmengine - INFO - Epoch(train) [120][3400/5005] lr: 1.7642e-06 eta: 0:01:19 time: 0.0477 data_time: 0.0032 memory: 947 loss: 1.0030 2022/11/27 10:52:13 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:52:17 - mmengine - INFO - Epoch(train) [120][3500/5005] lr: 1.5514e-06 eta: 0:01:14 time: 0.0466 data_time: 0.0027 memory: 947 loss: 1.1664 2022/11/27 10:52:22 - mmengine - INFO - Epoch(train) [120][3600/5005] lr: 1.3522e-06 eta: 0:01:09 time: 0.0480 data_time: 0.0025 memory: 947 loss: 1.1301 2022/11/27 10:52:27 - mmengine - INFO - Epoch(train) [120][3700/5005] lr: 1.1667e-06 eta: 0:01:04 time: 0.0460 data_time: 0.0027 memory: 947 loss: 1.1588 2022/11/27 10:52:32 - mmengine - INFO - Epoch(train) [120][3800/5005] lr: 9.9486e-07 eta: 0:00:59 time: 0.0524 data_time: 0.0024 memory: 947 loss: 1.1433 2022/11/27 10:52:37 - mmengine - INFO - Epoch(train) [120][3900/5005] lr: 8.3672e-07 eta: 0:00:54 time: 0.0449 data_time: 0.0024 memory: 947 loss: 1.2416 2022/11/27 10:52:42 - mmengine - INFO - Epoch(train) [120][4000/5005] lr: 6.9225e-07 eta: 0:00:49 time: 0.0515 data_time: 0.0024 memory: 947 loss: 1.1687 2022/11/27 10:52:48 - mmengine - INFO - Epoch(train) [120][4100/5005] lr: 5.6147e-07 eta: 0:00:44 time: 0.0479 data_time: 0.0024 memory: 947 loss: 1.1444 2022/11/27 10:52:53 - mmengine - INFO - Epoch(train) [120][4200/5005] lr: 4.4436e-07 eta: 0:00:39 time: 0.0491 data_time: 0.0031 memory: 947 loss: 1.2257 2022/11/27 10:52:58 - mmengine - INFO - Epoch(train) [120][4300/5005] lr: 3.4094e-07 eta: 0:00:34 time: 0.0492 data_time: 0.0028 memory: 947 loss: 1.2552 2022/11/27 10:53:03 - mmengine - INFO - Epoch(train) [120][4400/5005] lr: 2.5120e-07 eta: 0:00:29 time: 0.0473 data_time: 0.0027 memory: 947 loss: 1.2153 2022/11/27 10:53:03 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:53:08 - mmengine - INFO - Epoch(train) [120][4500/5005] lr: 1.7513e-07 eta: 0:00:24 time: 0.0436 data_time: 0.0025 memory: 947 loss: 1.2142 2022/11/27 10:53:13 - mmengine - INFO - Epoch(train) [120][4600/5005] lr: 1.1275e-07 eta: 0:00:20 time: 0.0484 data_time: 0.0025 memory: 947 loss: 1.1521 2022/11/27 10:53:18 - mmengine - INFO - Epoch(train) [120][4700/5005] lr: 6.4049e-08 eta: 0:00:15 time: 0.0463 data_time: 0.0027 memory: 947 loss: 1.3244 2022/11/27 10:53:23 - mmengine - INFO - Epoch(train) [120][4800/5005] lr: 2.9027e-08 eta: 0:00:10 time: 0.0473 data_time: 0.0029 memory: 947 loss: 1.2249 2022/11/27 10:53:28 - mmengine - INFO - Epoch(train) [120][4900/5005] lr: 7.6857e-09 eta: 0:00:05 time: 0.0484 data_time: 0.0026 memory: 947 loss: 1.2375 2022/11/27 10:53:33 - mmengine - INFO - Epoch(train) [120][5000/5005] lr: 2.4625e-11 eta: 0:00:00 time: 0.0423 data_time: 0.0029 memory: 947 loss: 1.1738 2022/11/27 10:53:34 - mmengine - INFO - Exp name: repvgg-A0_20221127_015353 2022/11/27 10:53:34 - mmengine - INFO - Saving checkpoint at 120 epochs 2022/11/27 10:53:38 - mmengine - INFO - Epoch(val) [120][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0250 memory: 947 2022/11/27 10:53:51 - mmengine - INFO - Epoch(val) [120][196/196] accuracy/top1: 72.3920 accuracy/top5: 90.5860