2022/12/02 01:15:56 - 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: 1567801347 GPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB CUDA_HOME: /nvme/softwares/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 ------------------------------------------------------------ 2022/12/02 01:15:56 - mmengine - INFO - Config: model = dict( type='ImageClassifier', backbone=dict(type='RepVGG', arch='B1', out_indices=(3, )), neck=dict(type='GlobalAveragePooling'), head=dict( type='LinearClsHead', num_classes=1000, in_channels=2048, loss=dict(type='CrossEntropyLoss', loss_weight=1.0), topk=(1, 5))) dataset_type = 'ImageNet' data_preprocessor = dict( num_classes=1000, mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) train_pipeline = [ dict(type='LoadImageFromFile'), dict(type='RandomResizedCrop', scale=224, backend='pillow'), dict(type='RandomFlip', prob=0.5, direction='horizontal'), dict(type='PackClsInputs') ] test_pipeline = [ dict(type='LoadImageFromFile'), dict(type='ResizeEdge', scale=256, edge='short', backend='pillow'), dict(type='CenterCrop', crop_size=224), dict(type='PackClsInputs') ] train_dataloader = dict( pin_memory=True, persistent_workers=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, max_keep_ckpts=3), 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 = 'repvgg/B1/epoch_64.pth' resume = True launcher = 'pytorch' work_dir = 'repvgg/B1' 2022/12/02 01:15:56 - mmengine - INFO - Result has been saved to /mm_model/yuzhaohui/mmlab/repvgg/repvgg/B1/modules_statistic_results.json 2022/12/02 01:15:56 - 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 -------------------- 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.weight:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.weight:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.weight:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.bias:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.bias:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.bias:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.weight:weight_decay=0.0001 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.bias:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.bias:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.bias:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_1x1.norm.weight:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_1x1.norm.weight:weight_decay=0.0 2022/12/02 01:16:02 - 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mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_3x3.norm.weight:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_3x3.norm.weight:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_3x3.norm.bias:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_3x3.norm.bias:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_3x3.norm.bias:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_1x1.norm.weight:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_1x1.norm.weight:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_1x1.norm.weight:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_1x1.norm.bias:lr=0.1 2022/12/02 01:16:02 - 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mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_3x3.norm.weight:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_3x3.norm.weight:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_3x3.norm.weight:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_3x3.norm.bias:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_3x3.norm.bias:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_3x3.norm.bias:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.weight:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.weight:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.weight:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.bias:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.bias:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.bias:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_norm.weight:weight_decay=0.0001 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_norm.bias:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_norm.bias:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_norm.bias:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.weight:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.weight:weight_decay=0.0 2022/12/02 01:16:02 - 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mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_1x1.norm.weight:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_1x1.norm.bias:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_1x1.norm.bias:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_1x1.norm.bias:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_norm.weight:weight_decay=0.0001 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_norm.bias:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_norm.bias:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_norm.bias:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.weight:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.weight:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.weight:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.bias:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.bias:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.bias:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.weight:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.weight:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.weight:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.bias:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.bias:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.bias:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:weight_decay=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:decay_mult=0.0 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- head.fc.bias:lr=0.1 2022/12/02 01:16:02 - mmengine - INFO - paramwise_options -- head.fc.bias:weight_decay=0.0 Name of parameter - Initialization information backbone.stem.branch_3x3.conv.weight - torch.Size([64, 3, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stem.branch_3x3.norm.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stem.branch_3x3.norm.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stem.branch_1x1.conv.weight - torch.Size([64, 3, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stem.branch_1x1.norm.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stem.branch_1x1.norm.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_3x3.conv.weight - torch.Size([128, 64, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.0.branch_3x3.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_3x3.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_1x1.conv.weight - torch.Size([128, 64, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.0.branch_1x1.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_1x1.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_3x3.conv.weight - torch.Size([128, 128, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.1.branch_3x3.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_3x3.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_1x1.conv.weight - torch.Size([128, 128, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.1.branch_1x1.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_1x1.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_3x3.conv.weight - torch.Size([128, 128, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.2.branch_3x3.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_3x3.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_1x1.conv.weight - torch.Size([128, 128, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.2.branch_1x1.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_1x1.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_3x3.conv.weight - torch.Size([128, 128, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.3.branch_3x3.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_3x3.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_1x1.conv.weight - torch.Size([128, 128, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.3.branch_1x1.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_1x1.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_3x3.conv.weight - torch.Size([256, 128, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.0.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_1x1.conv.weight - torch.Size([256, 128, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.0.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.1.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.1.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.2.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.2.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.3.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.3.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.4.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.4.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.5.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.5.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_3x3.conv.weight - torch.Size([512, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.0.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_1x1.conv.weight - torch.Size([512, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.0.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.1.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.1.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.2.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.2.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.3.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.3.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.4.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.4.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.5.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.5.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.6.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.6.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.7.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.7.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.8.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.8.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.9.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.9.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.10.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.10.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.11.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.11.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.12.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.12.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.13.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.13.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.14.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.14.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.15.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.15.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_3x3.conv.weight - torch.Size([2048, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_4.0.branch_3x3.norm.weight - torch.Size([2048]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_3x3.norm.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_1x1.conv.weight - torch.Size([2048, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_4.0.branch_1x1.norm.weight - torch.Size([2048]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_1x1.norm.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of ImageClassifier head.fc.weight - torch.Size([1000, 2048]): NormalInit: mean=0, std=0.01, bias=0 head.fc.bias - torch.Size([1000]): NormalInit: mean=0, std=0.01, bias=0 2022/12/02 01:16:04 - mmengine - INFO - Load checkpoint from repvgg/B1/epoch_64.pth 2022/12/02 01:16:04 - mmengine - INFO - resumed epoch: 64, iter: 320320 2022/12/02 01:16:04 - mmengine - INFO - Checkpoints will be saved to /mm_model/yuzhaohui/mmlab/repvgg/repvgg/B1. 2022/12/02 01:16:16 - mmengine - INFO - Epoch(train) [65][ 100/5005] lr: 4.4748e-02 eta: 9:15:57 time: 0.0974 data_time: 0.0016 memory: 3029 loss: 1.4079 2022/12/02 01:16:26 - mmengine - INFO - Epoch(train) [65][ 200/5005] lr: 4.4722e-02 eta: 8:25:13 time: 0.0973 data_time: 0.0016 memory: 3029 loss: 1.3397 2022/12/02 01:16:36 - mmengine - INFO - Epoch(train) [65][ 300/5005] lr: 4.4696e-02 eta: 8:08:18 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.4640 2022/12/02 01:16:46 - mmengine - INFO - Epoch(train) [65][ 400/5005] lr: 4.4670e-02 eta: 7:59:28 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5456 2022/12/02 01:16:55 - mmengine - INFO - Epoch(train) [65][ 500/5005] lr: 4.4644e-02 eta: 7:54:11 time: 0.0973 data_time: 0.0017 memory: 3029 loss: 1.7227 2022/12/02 01:17:05 - mmengine - INFO - Epoch(train) [65][ 600/5005] lr: 4.4618e-02 eta: 7:50:25 time: 0.0974 data_time: 0.0016 memory: 3029 loss: 1.5094 2022/12/02 01:17:13 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:17:16 - mmengine - INFO - Epoch(train) [65][ 700/5005] lr: 4.4592e-02 eta: 7:51:25 time: 0.1038 data_time: 0.0018 memory: 3029 loss: 1.6505 2022/12/02 01:17:25 - mmengine - INFO - Epoch(train) [65][ 800/5005] lr: 4.4566e-02 eta: 7:48:57 time: 0.0970 data_time: 0.0017 memory: 3029 loss: 1.5983 2022/12/02 01:17:35 - mmengine - INFO - Epoch(train) [65][ 900/5005] lr: 4.4540e-02 eta: 7:47:01 time: 0.0976 data_time: 0.0020 memory: 3029 loss: 1.8173 2022/12/02 01:17:45 - mmengine - INFO - Epoch(train) [65][1000/5005] lr: 4.4514e-02 eta: 7:45:34 time: 0.0978 data_time: 0.0020 memory: 3029 loss: 1.6403 2022/12/02 01:17:55 - mmengine - INFO - Epoch(train) [65][1100/5005] lr: 4.4488e-02 eta: 7:44:20 time: 0.0974 data_time: 0.0016 memory: 3029 loss: 1.6574 2022/12/02 01:18:05 - mmengine - INFO - Epoch(train) [65][1200/5005] lr: 4.4462e-02 eta: 7:43:26 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.6348 2022/12/02 01:18:15 - mmengine - INFO - Epoch(train) [65][1300/5005] lr: 4.4436e-02 eta: 7:42:37 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.5943 2022/12/02 01:18:24 - mmengine - INFO - Epoch(train) [65][1400/5005] lr: 4.4410e-02 eta: 7:41:43 time: 0.0975 data_time: 0.0020 memory: 3029 loss: 1.6569 2022/12/02 01:18:34 - mmengine - INFO - Epoch(train) [65][1500/5005] lr: 4.4384e-02 eta: 7:40:56 time: 0.0979 data_time: 0.0016 memory: 3029 loss: 1.6982 2022/12/02 01:18:44 - mmengine - INFO - Epoch(train) [65][1600/5005] lr: 4.4358e-02 eta: 7:40:16 time: 0.0974 data_time: 0.0016 memory: 3029 loss: 1.6406 2022/12/02 01:18:52 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:18:54 - mmengine - INFO - Epoch(train) [65][1700/5005] lr: 4.4332e-02 eta: 7:39:45 time: 0.0975 data_time: 0.0016 memory: 3029 loss: 1.6651 2022/12/02 01:19:04 - mmengine - INFO - Epoch(train) [65][1800/5005] lr: 4.4306e-02 eta: 7:39:23 time: 0.0970 data_time: 0.0016 memory: 3029 loss: 1.6129 2022/12/02 01:19:14 - mmengine - INFO - Epoch(train) [65][1900/5005] lr: 4.4280e-02 eta: 7:39:27 time: 0.0974 data_time: 0.0016 memory: 3029 loss: 1.3829 2022/12/02 01:19:24 - mmengine - INFO - Epoch(train) [65][2000/5005] lr: 4.4254e-02 eta: 7:39:13 time: 0.1057 data_time: 0.0017 memory: 3029 loss: 1.5895 2022/12/02 01:19:34 - mmengine - INFO - Epoch(train) [65][2100/5005] lr: 4.4228e-02 eta: 7:38:43 time: 0.0973 data_time: 0.0017 memory: 3029 loss: 1.5225 2022/12/02 01:19:44 - mmengine - INFO - Epoch(train) [65][2200/5005] lr: 4.4202e-02 eta: 7:38:17 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5311 2022/12/02 01:19:53 - mmengine - INFO - Epoch(train) [65][2300/5005] lr: 4.4176e-02 eta: 7:37:50 time: 0.0972 data_time: 0.0016 memory: 3029 loss: 1.7044 2022/12/02 01:20:03 - mmengine - INFO - Epoch(train) [65][2400/5005] lr: 4.4150e-02 eta: 7:37:24 time: 0.0971 data_time: 0.0016 memory: 3029 loss: 1.4942 2022/12/02 01:20:13 - mmengine - INFO - Epoch(train) [65][2500/5005] lr: 4.4124e-02 eta: 7:36:58 time: 0.0969 data_time: 0.0016 memory: 3029 loss: 1.6587 2022/12/02 01:20:23 - mmengine - INFO - Epoch(train) [65][2600/5005] lr: 4.4098e-02 eta: 7:36:36 time: 0.0974 data_time: 0.0016 memory: 3029 loss: 1.7463 2022/12/02 01:20:31 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:20:33 - mmengine - INFO - Epoch(train) [65][2700/5005] lr: 4.4072e-02 eta: 7:36:12 time: 0.0972 data_time: 0.0017 memory: 3029 loss: 1.4315 2022/12/02 01:20:43 - mmengine - INFO - Epoch(train) [65][2800/5005] lr: 4.4046e-02 eta: 7:35:52 time: 0.0973 data_time: 0.0016 memory: 3029 loss: 1.4452 2022/12/02 01:20:52 - mmengine - INFO - Epoch(train) [65][2900/5005] lr: 4.4020e-02 eta: 7:35:33 time: 0.0972 data_time: 0.0016 memory: 3029 loss: 1.6746 2022/12/02 01:21:03 - mmengine - INFO - Epoch(train) [65][3000/5005] lr: 4.3994e-02 eta: 7:35:34 time: 0.0979 data_time: 0.0016 memory: 3029 loss: 1.7457 2022/12/02 01:21:13 - mmengine - INFO - Epoch(train) [65][3100/5005] lr: 4.3968e-02 eta: 7:35:30 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.4943 2022/12/02 01:21:22 - mmengine - INFO - Epoch(train) [65][3200/5005] lr: 4.3942e-02 eta: 7:35:19 time: 0.0976 data_time: 0.0016 memory: 3029 loss: 1.6172 2022/12/02 01:21:32 - mmengine - INFO - Epoch(train) [65][3300/5005] lr: 4.3916e-02 eta: 7:35:02 time: 0.0974 data_time: 0.0016 memory: 3029 loss: 1.5765 2022/12/02 01:21:42 - mmengine - INFO - Epoch(train) [65][3400/5005] lr: 4.3890e-02 eta: 7:34:46 time: 0.0976 data_time: 0.0016 memory: 3029 loss: 1.7576 2022/12/02 01:21:52 - mmengine - INFO - Epoch(train) [65][3500/5005] lr: 4.3864e-02 eta: 7:34:27 time: 0.0974 data_time: 0.0016 memory: 3029 loss: 1.5948 2022/12/02 01:22:02 - mmengine - INFO - Epoch(train) [65][3600/5005] lr: 4.3838e-02 eta: 7:34:12 time: 0.1003 data_time: 0.0016 memory: 3029 loss: 1.6011 2022/12/02 01:22:10 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:22:12 - mmengine - INFO - Epoch(train) [65][3700/5005] lr: 4.3812e-02 eta: 7:33:56 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5964 2022/12/02 01:22:22 - mmengine - INFO - Epoch(train) [65][3800/5005] lr: 4.3787e-02 eta: 7:33:39 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.7378 2022/12/02 01:22:31 - mmengine - INFO - Epoch(train) [65][3900/5005] lr: 4.3761e-02 eta: 7:33:23 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.5671 2022/12/02 01:22:41 - mmengine - INFO - Epoch(train) [65][4000/5005] lr: 4.3735e-02 eta: 7:33:07 time: 0.0973 data_time: 0.0016 memory: 3029 loss: 1.5793 2022/12/02 01:22:51 - mmengine - INFO - Epoch(train) [65][4100/5005] lr: 4.3709e-02 eta: 7:32:51 time: 0.0977 data_time: 0.0016 memory: 3029 loss: 1.7566 2022/12/02 01:23:01 - mmengine - INFO - Epoch(train) [65][4200/5005] lr: 4.3683e-02 eta: 7:33:00 time: 0.1104 data_time: 0.0016 memory: 3029 loss: 1.6961 2022/12/02 01:23:11 - mmengine - INFO - Epoch(train) [65][4300/5005] lr: 4.3657e-02 eta: 7:32:52 time: 0.1039 data_time: 0.0017 memory: 3029 loss: 1.7248 2022/12/02 01:23:21 - mmengine - INFO - Epoch(train) [65][4400/5005] lr: 4.3631e-02 eta: 7:32:40 time: 0.1029 data_time: 0.0017 memory: 3029 loss: 1.6018 2022/12/02 01:23:31 - mmengine - INFO - Epoch(train) [65][4500/5005] lr: 4.3605e-02 eta: 7:32:25 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.6831 2022/12/02 01:23:41 - mmengine - INFO - Epoch(train) [65][4600/5005] lr: 4.3579e-02 eta: 7:32:09 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.7376 2022/12/02 01:23:49 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:23:51 - mmengine - INFO - Epoch(train) [65][4700/5005] lr: 4.3553e-02 eta: 7:31:53 time: 0.0973 data_time: 0.0017 memory: 3029 loss: 1.6970 2022/12/02 01:24:01 - mmengine - INFO - Epoch(train) [65][4800/5005] lr: 4.3527e-02 eta: 7:31:39 time: 0.0974 data_time: 0.0016 memory: 3029 loss: 1.8118 2022/12/02 01:24:10 - mmengine - INFO - Epoch(train) [65][4900/5005] lr: 4.3501e-02 eta: 7:31:24 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.7139 2022/12/02 01:24:20 - mmengine - INFO - Epoch(train) [65][5000/5005] lr: 4.3475e-02 eta: 7:31:11 time: 0.1002 data_time: 0.0030 memory: 3029 loss: 1.6059 2022/12/02 01:24:21 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:24:21 - mmengine - INFO - Saving checkpoint at 65 epochs 2022/12/02 01:24:27 - mmengine - INFO - Epoch(val) [65][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0166 memory: 3029 2022/12/02 01:24:40 - mmengine - INFO - Epoch(val) [65][196/196] accuracy/top1: 67.4660 accuracy/top5: 88.2540 2022/12/02 01:24:50 - mmengine - INFO - Epoch(train) [66][ 100/5005] lr: 4.3448e-02 eta: 7:31:29 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.6732 2022/12/02 01:25:00 - mmengine - INFO - Epoch(train) [66][ 200/5005] lr: 4.3422e-02 eta: 7:31:17 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.4522 2022/12/02 01:25:10 - mmengine - INFO - Epoch(train) [66][ 300/5005] lr: 4.3396e-02 eta: 7:31:03 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4146 2022/12/02 01:25:20 - mmengine - INFO - Epoch(train) [66][ 400/5005] lr: 4.3370e-02 eta: 7:30:50 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.5073 2022/12/02 01:25:30 - mmengine - INFO - Epoch(train) [66][ 500/5005] lr: 4.3344e-02 eta: 7:30:39 time: 0.0997 data_time: 0.0016 memory: 3029 loss: 1.6572 2022/12/02 01:25:40 - mmengine - INFO - Epoch(train) [66][ 600/5005] lr: 4.3318e-02 eta: 7:30:26 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.5897 2022/12/02 01:25:47 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:25:50 - mmengine - INFO - Epoch(train) [66][ 700/5005] lr: 4.3292e-02 eta: 7:30:12 time: 0.0988 data_time: 0.0017 memory: 3029 loss: 1.6620 2022/12/02 01:25:59 - mmengine - INFO - Epoch(train) [66][ 800/5005] lr: 4.3267e-02 eta: 7:29:58 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.7462 2022/12/02 01:26:10 - mmengine - INFO - Epoch(train) [66][ 900/5005] lr: 4.3241e-02 eta: 7:30:01 time: 0.0972 data_time: 0.0017 memory: 3029 loss: 1.5500 2022/12/02 01:26:20 - mmengine - INFO - Epoch(train) [66][1000/5005] lr: 4.3215e-02 eta: 7:29:49 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.4939 2022/12/02 01:26:30 - mmengine - INFO - Epoch(train) [66][1100/5005] lr: 4.3189e-02 eta: 7:29:40 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.7784 2022/12/02 01:26:39 - mmengine - INFO - Epoch(train) [66][1200/5005] lr: 4.3163e-02 eta: 7:29:29 time: 0.0973 data_time: 0.0017 memory: 3029 loss: 1.6884 2022/12/02 01:26:49 - mmengine - INFO - Epoch(train) [66][1300/5005] lr: 4.3137e-02 eta: 7:29:14 time: 0.0971 data_time: 0.0017 memory: 3029 loss: 1.8923 2022/12/02 01:26:59 - mmengine - INFO - Epoch(train) [66][1400/5005] lr: 4.3111e-02 eta: 7:29:00 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.6867 2022/12/02 01:27:09 - mmengine - INFO - Epoch(train) [66][1500/5005] lr: 4.3085e-02 eta: 7:28:49 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.7071 2022/12/02 01:27:19 - mmengine - INFO - Epoch(train) [66][1600/5005] lr: 4.3059e-02 eta: 7:28:41 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.5218 2022/12/02 01:27:26 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:27:29 - mmengine - INFO - Epoch(train) [66][1700/5005] lr: 4.3033e-02 eta: 7:28:28 time: 0.0973 data_time: 0.0017 memory: 3029 loss: 1.5994 2022/12/02 01:27:39 - mmengine - INFO - Epoch(train) [66][1800/5005] lr: 4.3008e-02 eta: 7:28:18 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.7227 2022/12/02 01:27:49 - mmengine - INFO - Epoch(train) [66][1900/5005] lr: 4.2982e-02 eta: 7:28:06 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.6223 2022/12/02 01:27:59 - mmengine - INFO - Epoch(train) [66][2000/5005] lr: 4.2956e-02 eta: 7:27:55 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.6354 2022/12/02 01:28:09 - mmengine - INFO - Epoch(train) [66][2100/5005] lr: 4.2930e-02 eta: 7:27:48 time: 0.0982 data_time: 0.0018 memory: 3029 loss: 1.5740 2022/12/02 01:28:19 - mmengine - INFO - Epoch(train) [66][2200/5005] lr: 4.2904e-02 eta: 7:27:42 time: 0.0990 data_time: 0.0017 memory: 3029 loss: 1.5156 2022/12/02 01:28:29 - mmengine - INFO - Epoch(train) [66][2300/5005] lr: 4.2878e-02 eta: 7:27:38 time: 0.1034 data_time: 0.0017 memory: 3029 loss: 1.5437 2022/12/02 01:28:38 - mmengine - INFO - Epoch(train) [66][2400/5005] lr: 4.2852e-02 eta: 7:27:26 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.6382 2022/12/02 01:28:48 - mmengine - INFO - Epoch(train) [66][2500/5005] lr: 4.2826e-02 eta: 7:27:14 time: 0.0982 data_time: 0.0017 memory: 3029 loss: 1.6634 2022/12/02 01:28:58 - mmengine - INFO - Epoch(train) [66][2600/5005] lr: 4.2800e-02 eta: 7:27:01 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.6718 2022/12/02 01:29:06 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:29:08 - mmengine - INFO - Epoch(train) [66][2700/5005] lr: 4.2775e-02 eta: 7:26:52 time: 0.1009 data_time: 0.0017 memory: 3029 loss: 1.5865 2022/12/02 01:29:18 - mmengine - INFO - Epoch(train) [66][2800/5005] lr: 4.2749e-02 eta: 7:26:41 time: 0.0976 data_time: 0.0016 memory: 3029 loss: 1.6127 2022/12/02 01:29:28 - mmengine - INFO - Epoch(train) [66][2900/5005] lr: 4.2723e-02 eta: 7:26:30 time: 0.1004 data_time: 0.0017 memory: 3029 loss: 1.6145 2022/12/02 01:29:38 - mmengine - INFO - Epoch(train) [66][3000/5005] lr: 4.2697e-02 eta: 7:26:18 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.9172 2022/12/02 01:29:48 - mmengine - INFO - Epoch(train) [66][3100/5005] lr: 4.2671e-02 eta: 7:26:08 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.7371 2022/12/02 01:29:58 - mmengine - INFO - Epoch(train) [66][3200/5005] lr: 4.2645e-02 eta: 7:25:56 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5258 2022/12/02 01:30:07 - mmengine - INFO - Epoch(train) [66][3300/5005] lr: 4.2619e-02 eta: 7:25:44 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.5951 2022/12/02 01:30:17 - mmengine - INFO - Epoch(train) [66][3400/5005] lr: 4.2593e-02 eta: 7:25:35 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5808 2022/12/02 01:30:27 - mmengine - INFO - Epoch(train) [66][3500/5005] lr: 4.2568e-02 eta: 7:25:24 time: 0.0973 data_time: 0.0016 memory: 3029 loss: 1.6346 2022/12/02 01:30:37 - mmengine - INFO - Epoch(train) [66][3600/5005] lr: 4.2542e-02 eta: 7:25:14 time: 0.0973 data_time: 0.0017 memory: 3029 loss: 1.5407 2022/12/02 01:30:45 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:30:47 - mmengine - INFO - Epoch(train) [66][3700/5005] lr: 4.2516e-02 eta: 7:25:01 time: 0.0972 data_time: 0.0017 memory: 3029 loss: 1.4737 2022/12/02 01:30:57 - mmengine - INFO - Epoch(train) [66][3800/5005] lr: 4.2490e-02 eta: 7:24:48 time: 0.0975 data_time: 0.0016 memory: 3029 loss: 1.7438 2022/12/02 01:31:07 - mmengine - INFO - Epoch(train) [66][3900/5005] lr: 4.2464e-02 eta: 7:24:37 time: 0.0982 data_time: 0.0017 memory: 3029 loss: 1.6047 2022/12/02 01:31:17 - mmengine - INFO - Epoch(train) [66][4000/5005] lr: 4.2438e-02 eta: 7:24:30 time: 0.0975 data_time: 0.0016 memory: 3029 loss: 1.5424 2022/12/02 01:31:27 - mmengine - INFO - Epoch(train) [66][4100/5005] lr: 4.2412e-02 eta: 7:24:18 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.5422 2022/12/02 01:31:36 - mmengine - INFO - Epoch(train) [66][4200/5005] lr: 4.2387e-02 eta: 7:24:06 time: 0.0975 data_time: 0.0016 memory: 3029 loss: 1.5618 2022/12/02 01:31:46 - mmengine - INFO - Epoch(train) [66][4300/5005] lr: 4.2361e-02 eta: 7:23:56 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.5569 2022/12/02 01:31:56 - mmengine - INFO - Epoch(train) [66][4400/5005] lr: 4.2335e-02 eta: 7:23:46 time: 0.0989 data_time: 0.0018 memory: 3029 loss: 1.5444 2022/12/02 01:32:06 - mmengine - INFO - Epoch(train) [66][4500/5005] lr: 4.2309e-02 eta: 7:23:36 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.6432 2022/12/02 01:32:16 - mmengine - INFO - Epoch(train) [66][4600/5005] lr: 4.2283e-02 eta: 7:23:27 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.6998 2022/12/02 01:32:24 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:32:26 - mmengine - INFO - Epoch(train) [66][4700/5005] lr: 4.2257e-02 eta: 7:23:17 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.6501 2022/12/02 01:32:36 - mmengine - INFO - Epoch(train) [66][4800/5005] lr: 4.2231e-02 eta: 7:23:09 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5297 2022/12/02 01:32:46 - mmengine - INFO - Epoch(train) [66][4900/5005] lr: 4.2206e-02 eta: 7:22:58 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.6375 2022/12/02 01:32:56 - mmengine - INFO - Epoch(train) [66][5000/5005] lr: 4.2180e-02 eta: 7:22:48 time: 0.0989 data_time: 0.0029 memory: 3029 loss: 1.5329 2022/12/02 01:32:56 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:32:56 - mmengine - INFO - Saving checkpoint at 66 epochs 2022/12/02 01:33:02 - mmengine - INFO - Epoch(val) [66][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0163 memory: 3029 2022/12/02 01:33:15 - mmengine - INFO - Epoch(val) [66][196/196] accuracy/top1: 66.6620 accuracy/top5: 88.1240 2022/12/02 01:33:25 - mmengine - INFO - Epoch(train) [67][ 100/5005] lr: 4.2153e-02 eta: 7:22:46 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.3090 2022/12/02 01:33:35 - mmengine - INFO - Epoch(train) [67][ 200/5005] lr: 4.2127e-02 eta: 7:22:35 time: 0.0975 data_time: 0.0016 memory: 3029 loss: 1.4702 2022/12/02 01:33:45 - mmengine - INFO - Epoch(train) [67][ 300/5005] lr: 4.2101e-02 eta: 7:22:27 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.6597 2022/12/02 01:33:55 - mmengine - INFO - Epoch(train) [67][ 400/5005] lr: 4.2075e-02 eta: 7:22:18 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.5942 2022/12/02 01:34:05 - mmengine - INFO - Epoch(train) [67][ 500/5005] lr: 4.2049e-02 eta: 7:22:08 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.4823 2022/12/02 01:34:15 - mmengine - INFO - Epoch(train) [67][ 600/5005] lr: 4.2024e-02 eta: 7:21:57 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.7881 2022/12/02 01:34:22 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:34:25 - mmengine - INFO - Epoch(train) [67][ 700/5005] lr: 4.1998e-02 eta: 7:21:47 time: 0.1001 data_time: 0.0017 memory: 3029 loss: 1.6790 2022/12/02 01:34:34 - mmengine - INFO - Epoch(train) [67][ 800/5005] lr: 4.1972e-02 eta: 7:21:35 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.5148 2022/12/02 01:34:44 - mmengine - INFO - Epoch(train) [67][ 900/5005] lr: 4.1946e-02 eta: 7:21:23 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5435 2022/12/02 01:34:54 - mmengine - INFO - Epoch(train) [67][1000/5005] lr: 4.1920e-02 eta: 7:21:14 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.7223 2022/12/02 01:35:04 - mmengine - INFO - Epoch(train) [67][1100/5005] lr: 4.1895e-02 eta: 7:21:03 time: 0.0990 data_time: 0.0017 memory: 3029 loss: 1.6462 2022/12/02 01:35:14 - mmengine - INFO - Epoch(train) [67][1200/5005] lr: 4.1869e-02 eta: 7:20:52 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.5312 2022/12/02 01:35:24 - mmengine - INFO - Epoch(train) [67][1300/5005] lr: 4.1843e-02 eta: 7:20:44 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.6458 2022/12/02 01:35:34 - mmengine - INFO - Epoch(train) [67][1400/5005] lr: 4.1817e-02 eta: 7:20:33 time: 0.0974 data_time: 0.0018 memory: 3029 loss: 1.5626 2022/12/02 01:35:44 - mmengine - INFO - Epoch(train) [67][1500/5005] lr: 4.1791e-02 eta: 7:20:24 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.7114 2022/12/02 01:35:54 - mmengine - INFO - Epoch(train) [67][1600/5005] lr: 4.1766e-02 eta: 7:20:15 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.5525 2022/12/02 01:36:01 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:36:04 - mmengine - INFO - Epoch(train) [67][1700/5005] lr: 4.1740e-02 eta: 7:20:05 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.4636 2022/12/02 01:36:14 - mmengine - INFO - Epoch(train) [67][1800/5005] lr: 4.1714e-02 eta: 7:19:53 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.6760 2022/12/02 01:36:23 - mmengine - INFO - Epoch(train) [67][1900/5005] lr: 4.1688e-02 eta: 7:19:42 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.6439 2022/12/02 01:36:33 - mmengine - INFO - Epoch(train) [67][2000/5005] lr: 4.1662e-02 eta: 7:19:34 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5573 2022/12/02 01:36:43 - mmengine - INFO - Epoch(train) [67][2100/5005] lr: 4.1637e-02 eta: 7:19:24 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.3366 2022/12/02 01:36:53 - mmengine - INFO - Epoch(train) [67][2200/5005] lr: 4.1611e-02 eta: 7:19:14 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.5403 2022/12/02 01:37:03 - mmengine - INFO - Epoch(train) [67][2300/5005] lr: 4.1585e-02 eta: 7:19:03 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.5780 2022/12/02 01:37:13 - mmengine - INFO - Epoch(train) [67][2400/5005] lr: 4.1559e-02 eta: 7:18:53 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.5691 2022/12/02 01:37:23 - mmengine - INFO - Epoch(train) [67][2500/5005] lr: 4.1533e-02 eta: 7:18:45 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5553 2022/12/02 01:37:33 - mmengine - INFO - Epoch(train) [67][2600/5005] lr: 4.1508e-02 eta: 7:18:35 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.5159 2022/12/02 01:37:40 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:37:43 - mmengine - INFO - Epoch(train) [67][2700/5005] lr: 4.1482e-02 eta: 7:18:26 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.6675 2022/12/02 01:37:53 - mmengine - INFO - Epoch(train) [67][2800/5005] lr: 4.1456e-02 eta: 7:18:16 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.4707 2022/12/02 01:38:03 - mmengine - INFO - Epoch(train) [67][2900/5005] lr: 4.1430e-02 eta: 7:18:05 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.7991 2022/12/02 01:38:13 - mmengine - INFO - Epoch(train) [67][3000/5005] lr: 4.1405e-02 eta: 7:17:55 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.6067 2022/12/02 01:38:23 - mmengine - INFO - Epoch(train) [67][3100/5005] lr: 4.1379e-02 eta: 7:17:45 time: 0.1031 data_time: 0.0017 memory: 3029 loss: 1.7419 2022/12/02 01:38:33 - mmengine - INFO - Epoch(train) [67][3200/5005] lr: 4.1353e-02 eta: 7:17:36 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.5839 2022/12/02 01:38:42 - mmengine - INFO - Epoch(train) [67][3300/5005] lr: 4.1327e-02 eta: 7:17:25 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.4833 2022/12/02 01:38:52 - mmengine - INFO - Epoch(train) [67][3400/5005] lr: 4.1302e-02 eta: 7:17:15 time: 0.0984 data_time: 0.0017 memory: 3029 loss: 1.6163 2022/12/02 01:39:02 - mmengine - INFO - Epoch(train) [67][3500/5005] lr: 4.1276e-02 eta: 7:17:06 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.7704 2022/12/02 01:39:12 - mmengine - INFO - Epoch(train) [67][3600/5005] lr: 4.1250e-02 eta: 7:16:56 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.6031 2022/12/02 01:39:19 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:39:22 - mmengine - INFO - Epoch(train) [67][3700/5005] lr: 4.1224e-02 eta: 7:16:46 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.7820 2022/12/02 01:39:32 - mmengine - INFO - Epoch(train) [67][3800/5005] lr: 4.1199e-02 eta: 7:16:36 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.6011 2022/12/02 01:39:42 - mmengine - INFO - Epoch(train) [67][3900/5005] lr: 4.1173e-02 eta: 7:16:28 time: 0.0998 data_time: 0.0018 memory: 3029 loss: 1.6490 2022/12/02 01:39:52 - mmengine - INFO - Epoch(train) [67][4000/5005] lr: 4.1147e-02 eta: 7:16:19 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.7606 2022/12/02 01:40:02 - mmengine - INFO - Epoch(train) [67][4100/5005] lr: 4.1121e-02 eta: 7:16:08 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.3868 2022/12/02 01:40:12 - mmengine - INFO - Epoch(train) [67][4200/5005] lr: 4.1096e-02 eta: 7:16:00 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5188 2022/12/02 01:40:22 - mmengine - INFO - Epoch(train) [67][4300/5005] lr: 4.1070e-02 eta: 7:15:49 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5782 2022/12/02 01:40:32 - mmengine - INFO - Epoch(train) [67][4400/5005] lr: 4.1044e-02 eta: 7:15:40 time: 0.1004 data_time: 0.0017 memory: 3029 loss: 1.4774 2022/12/02 01:40:42 - mmengine - INFO - Epoch(train) [67][4500/5005] lr: 4.1018e-02 eta: 7:15:29 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.7294 2022/12/02 01:40:52 - mmengine - INFO - Epoch(train) [67][4600/5005] lr: 4.0993e-02 eta: 7:15:19 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.6749 2022/12/02 01:40:58 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:41:01 - mmengine - INFO - Epoch(train) [67][4700/5005] lr: 4.0967e-02 eta: 7:15:08 time: 0.0987 data_time: 0.0017 memory: 3029 loss: 1.7264 2022/12/02 01:41:11 - mmengine - INFO - Epoch(train) [67][4800/5005] lr: 4.0941e-02 eta: 7:15:00 time: 0.1060 data_time: 0.0018 memory: 3029 loss: 1.6591 2022/12/02 01:41:21 - mmengine - INFO - Epoch(train) [67][4900/5005] lr: 4.0915e-02 eta: 7:14:50 time: 0.0982 data_time: 0.0017 memory: 3029 loss: 1.8660 2022/12/02 01:41:31 - mmengine - INFO - Epoch(train) [67][5000/5005] lr: 4.0890e-02 eta: 7:14:41 time: 0.0993 data_time: 0.0028 memory: 3029 loss: 1.4556 2022/12/02 01:41:32 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:41:32 - mmengine - INFO - Saving checkpoint at 67 epochs 2022/12/02 01:41:38 - mmengine - INFO - Epoch(val) [67][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0167 memory: 3029 2022/12/02 01:41:50 - mmengine - INFO - Epoch(val) [67][196/196] accuracy/top1: 67.2220 accuracy/top5: 88.1220 2022/12/02 01:42:01 - mmengine - INFO - Epoch(train) [68][ 100/5005] lr: 4.0863e-02 eta: 7:14:35 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.5859 2022/12/02 01:42:10 - mmengine - INFO - Epoch(train) [68][ 200/5005] lr: 4.0837e-02 eta: 7:14:24 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.6527 2022/12/02 01:42:20 - mmengine - INFO - Epoch(train) [68][ 300/5005] lr: 4.0811e-02 eta: 7:14:15 time: 0.0973 data_time: 0.0017 memory: 3029 loss: 1.4810 2022/12/02 01:42:30 - mmengine - INFO - Epoch(train) [68][ 400/5005] lr: 4.0786e-02 eta: 7:14:04 time: 0.0977 data_time: 0.0016 memory: 3029 loss: 1.8121 2022/12/02 01:42:40 - mmengine - INFO - Epoch(train) [68][ 500/5005] lr: 4.0760e-02 eta: 7:13:54 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.3497 2022/12/02 01:42:50 - mmengine - INFO - Epoch(train) [68][ 600/5005] lr: 4.0734e-02 eta: 7:13:43 time: 0.0976 data_time: 0.0016 memory: 3029 loss: 1.4896 2022/12/02 01:42:56 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:43:00 - mmengine - INFO - Epoch(train) [68][ 700/5005] lr: 4.0709e-02 eta: 7:13:32 time: 0.0972 data_time: 0.0017 memory: 3029 loss: 1.7273 2022/12/02 01:43:10 - mmengine - INFO - Epoch(train) [68][ 800/5005] lr: 4.0683e-02 eta: 7:13:21 time: 0.0972 data_time: 0.0017 memory: 3029 loss: 1.5543 2022/12/02 01:43:20 - mmengine - INFO - Epoch(train) [68][ 900/5005] lr: 4.0657e-02 eta: 7:13:11 time: 0.0973 data_time: 0.0016 memory: 3029 loss: 1.6525 2022/12/02 01:43:30 - mmengine - INFO - Epoch(train) [68][1000/5005] lr: 4.0631e-02 eta: 7:13:01 time: 0.0973 data_time: 0.0017 memory: 3029 loss: 1.6105 2022/12/02 01:43:39 - mmengine - INFO - Epoch(train) [68][1100/5005] lr: 4.0606e-02 eta: 7:12:50 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.6981 2022/12/02 01:43:49 - mmengine - INFO - Epoch(train) [68][1200/5005] lr: 4.0580e-02 eta: 7:12:39 time: 0.0975 data_time: 0.0016 memory: 3029 loss: 1.6828 2022/12/02 01:43:59 - mmengine - INFO - Epoch(train) [68][1300/5005] lr: 4.0554e-02 eta: 7:12:30 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.6667 2022/12/02 01:44:09 - mmengine - INFO - Epoch(train) [68][1400/5005] lr: 4.0529e-02 eta: 7:12:19 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5949 2022/12/02 01:44:19 - mmengine - INFO - Epoch(train) [68][1500/5005] lr: 4.0503e-02 eta: 7:12:09 time: 0.1028 data_time: 0.0018 memory: 3029 loss: 1.6695 2022/12/02 01:44:29 - mmengine - INFO - Epoch(train) [68][1600/5005] lr: 4.0477e-02 eta: 7:12:02 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.6552 2022/12/02 01:44:36 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:44:39 - mmengine - INFO - Epoch(train) [68][1700/5005] lr: 4.0452e-02 eta: 7:11:52 time: 0.0981 data_time: 0.0016 memory: 3029 loss: 1.4221 2022/12/02 01:44:49 - mmengine - INFO - Epoch(train) [68][1800/5005] lr: 4.0426e-02 eta: 7:11:42 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.5258 2022/12/02 01:44:59 - mmengine - INFO - Epoch(train) [68][1900/5005] lr: 4.0400e-02 eta: 7:11:33 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.6260 2022/12/02 01:45:09 - mmengine - INFO - Epoch(train) [68][2000/5005] lr: 4.0375e-02 eta: 7:11:22 time: 0.0989 data_time: 0.0017 memory: 3029 loss: 1.4903 2022/12/02 01:45:19 - mmengine - INFO - Epoch(train) [68][2100/5005] lr: 4.0349e-02 eta: 7:11:12 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5836 2022/12/02 01:45:29 - mmengine - INFO - Epoch(train) [68][2200/5005] lr: 4.0323e-02 eta: 7:11:03 time: 0.0987 data_time: 0.0017 memory: 3029 loss: 1.3958 2022/12/02 01:45:39 - mmengine - INFO - Epoch(train) [68][2300/5005] lr: 4.0298e-02 eta: 7:10:53 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.6071 2022/12/02 01:45:49 - mmengine - INFO - Epoch(train) [68][2400/5005] lr: 4.0272e-02 eta: 7:10:43 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.7264 2022/12/02 01:45:58 - mmengine - INFO - Epoch(train) [68][2500/5005] lr: 4.0246e-02 eta: 7:10:32 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.7395 2022/12/02 01:46:08 - mmengine - INFO - Epoch(train) [68][2600/5005] lr: 4.0221e-02 eta: 7:10:22 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.4467 2022/12/02 01:46:15 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:46:18 - mmengine - INFO - Epoch(train) [68][2700/5005] lr: 4.0195e-02 eta: 7:10:12 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5064 2022/12/02 01:46:28 - mmengine - INFO - Epoch(train) [68][2800/5005] lr: 4.0169e-02 eta: 7:10:05 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.4127 2022/12/02 01:46:38 - mmengine - INFO - Epoch(train) [68][2900/5005] lr: 4.0144e-02 eta: 7:09:54 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4452 2022/12/02 01:46:48 - mmengine - INFO - Epoch(train) [68][3000/5005] lr: 4.0118e-02 eta: 7:09:44 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.4891 2022/12/02 01:46:58 - mmengine - INFO - Epoch(train) [68][3100/5005] lr: 4.0093e-02 eta: 7:09:33 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.5115 2022/12/02 01:47:08 - mmengine - INFO - Epoch(train) [68][3200/5005] lr: 4.0067e-02 eta: 7:09:23 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.5042 2022/12/02 01:47:18 - mmengine - INFO - Epoch(train) [68][3300/5005] lr: 4.0041e-02 eta: 7:09:12 time: 0.0987 data_time: 0.0018 memory: 3029 loss: 1.6291 2022/12/02 01:47:28 - mmengine - INFO - Epoch(train) [68][3400/5005] lr: 4.0016e-02 eta: 7:09:02 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.5934 2022/12/02 01:47:38 - mmengine - INFO - Epoch(train) [68][3500/5005] lr: 3.9990e-02 eta: 7:08:54 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.7656 2022/12/02 01:47:48 - mmengine - INFO - Epoch(train) [68][3600/5005] lr: 3.9964e-02 eta: 7:08:44 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.7227 2022/12/02 01:47:54 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:47:57 - mmengine - INFO - Epoch(train) [68][3700/5005] lr: 3.9939e-02 eta: 7:08:34 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.3587 2022/12/02 01:48:07 - mmengine - INFO - Epoch(train) [68][3800/5005] lr: 3.9913e-02 eta: 7:08:23 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4310 2022/12/02 01:48:17 - mmengine - INFO - Epoch(train) [68][3900/5005] lr: 3.9888e-02 eta: 7:08:14 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.5138 2022/12/02 01:48:27 - mmengine - INFO - Epoch(train) [68][4000/5005] lr: 3.9862e-02 eta: 7:08:04 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.6923 2022/12/02 01:48:37 - mmengine - INFO - Epoch(train) [68][4100/5005] lr: 3.9836e-02 eta: 7:07:55 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5903 2022/12/02 01:48:47 - mmengine - INFO - Epoch(train) [68][4200/5005] lr: 3.9811e-02 eta: 7:07:45 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.6108 2022/12/02 01:48:57 - mmengine - INFO - Epoch(train) [68][4300/5005] lr: 3.9785e-02 eta: 7:07:34 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.5472 2022/12/02 01:49:07 - mmengine - INFO - Epoch(train) [68][4400/5005] lr: 3.9759e-02 eta: 7:07:24 time: 0.0982 data_time: 0.0017 memory: 3029 loss: 1.9481 2022/12/02 01:49:17 - mmengine - INFO - Epoch(train) [68][4500/5005] lr: 3.9734e-02 eta: 7:07:14 time: 0.0983 data_time: 0.0018 memory: 3029 loss: 1.5760 2022/12/02 01:49:27 - mmengine - INFO - Epoch(train) [68][4600/5005] lr: 3.9708e-02 eta: 7:07:04 time: 0.1004 data_time: 0.0017 memory: 3029 loss: 1.7199 2022/12/02 01:49:33 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:49:37 - mmengine - INFO - Epoch(train) [68][4700/5005] lr: 3.9683e-02 eta: 7:06:54 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.5427 2022/12/02 01:49:47 - mmengine - INFO - Epoch(train) [68][4800/5005] lr: 3.9657e-02 eta: 7:06:45 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.6848 2022/12/02 01:49:56 - mmengine - INFO - Epoch(train) [68][4900/5005] lr: 3.9632e-02 eta: 7:06:34 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.3950 2022/12/02 01:50:06 - mmengine - INFO - Epoch(train) [68][5000/5005] lr: 3.9606e-02 eta: 7:06:24 time: 0.0991 data_time: 0.0030 memory: 3029 loss: 1.7053 2022/12/02 01:50:07 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:50:07 - mmengine - INFO - Saving checkpoint at 68 epochs 2022/12/02 01:50:13 - mmengine - INFO - Epoch(val) [68][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0167 memory: 3029 2022/12/02 01:50:25 - mmengine - INFO - Epoch(val) [68][196/196] accuracy/top1: 67.3780 accuracy/top5: 88.1740 2022/12/02 01:50:36 - mmengine - INFO - Epoch(train) [69][ 100/5005] lr: 3.9579e-02 eta: 7:06:18 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.6061 2022/12/02 01:50:46 - mmengine - INFO - Epoch(train) [69][ 200/5005] lr: 3.9554e-02 eta: 7:06:09 time: 0.0994 data_time: 0.0018 memory: 3029 loss: 1.4747 2022/12/02 01:50:56 - mmengine - INFO - Epoch(train) [69][ 300/5005] lr: 3.9528e-02 eta: 7:06:00 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.6431 2022/12/02 01:51:05 - mmengine - INFO - Epoch(train) [69][ 400/5005] lr: 3.9502e-02 eta: 7:05:49 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.3258 2022/12/02 01:51:15 - mmengine - INFO - Epoch(train) [69][ 500/5005] lr: 3.9477e-02 eta: 7:05:39 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.5629 2022/12/02 01:51:25 - mmengine - INFO - Epoch(train) [69][ 600/5005] lr: 3.9451e-02 eta: 7:05:29 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.3027 2022/12/02 01:51:31 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:51:35 - mmengine - INFO - Epoch(train) [69][ 700/5005] lr: 3.9426e-02 eta: 7:05:19 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.5026 2022/12/02 01:51:45 - mmengine - INFO - Epoch(train) [69][ 800/5005] lr: 3.9400e-02 eta: 7:05:09 time: 0.1034 data_time: 0.0018 memory: 3029 loss: 1.6868 2022/12/02 01:51:55 - mmengine - INFO - Epoch(train) [69][ 900/5005] lr: 3.9375e-02 eta: 7:04:59 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3817 2022/12/02 01:52:05 - mmengine - INFO - Epoch(train) [69][1000/5005] lr: 3.9349e-02 eta: 7:04:49 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5874 2022/12/02 01:52:15 - mmengine - INFO - Epoch(train) [69][1100/5005] lr: 3.9323e-02 eta: 7:04:39 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.2340 2022/12/02 01:52:25 - mmengine - INFO - Epoch(train) [69][1200/5005] lr: 3.9298e-02 eta: 7:04:29 time: 0.0992 data_time: 0.0018 memory: 3029 loss: 1.5957 2022/12/02 01:52:35 - mmengine - INFO - Epoch(train) [69][1300/5005] lr: 3.9272e-02 eta: 7:04:20 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.5487 2022/12/02 01:52:45 - mmengine - INFO - Epoch(train) [69][1400/5005] lr: 3.9247e-02 eta: 7:04:09 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5612 2022/12/02 01:52:54 - mmengine - INFO - Epoch(train) [69][1500/5005] lr: 3.9221e-02 eta: 7:03:59 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.4768 2022/12/02 01:53:04 - mmengine - INFO - Epoch(train) [69][1600/5005] lr: 3.9196e-02 eta: 7:03:50 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5340 2022/12/02 01:53:10 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:53:14 - mmengine - INFO - Epoch(train) [69][1700/5005] lr: 3.9170e-02 eta: 7:03:40 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.5554 2022/12/02 01:53:24 - mmengine - INFO - Epoch(train) [69][1800/5005] lr: 3.9145e-02 eta: 7:03:31 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.4695 2022/12/02 01:53:34 - mmengine - INFO - Epoch(train) [69][1900/5005] lr: 3.9119e-02 eta: 7:03:21 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.3060 2022/12/02 01:53:44 - mmengine - INFO - Epoch(train) [69][2000/5005] lr: 3.9094e-02 eta: 7:03:12 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4347 2022/12/02 01:53:54 - mmengine - INFO - Epoch(train) [69][2100/5005] lr: 3.9068e-02 eta: 7:03:01 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.6678 2022/12/02 01:54:04 - mmengine - INFO - Epoch(train) [69][2200/5005] lr: 3.9043e-02 eta: 7:02:52 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.5111 2022/12/02 01:54:14 - mmengine - INFO - Epoch(train) [69][2300/5005] lr: 3.9017e-02 eta: 7:02:41 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.8312 2022/12/02 01:54:24 - mmengine - INFO - Epoch(train) [69][2400/5005] lr: 3.8992e-02 eta: 7:02:31 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.5665 2022/12/02 01:54:34 - mmengine - INFO - Epoch(train) [69][2500/5005] lr: 3.8966e-02 eta: 7:02:21 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.3868 2022/12/02 01:54:44 - mmengine - INFO - Epoch(train) [69][2600/5005] lr: 3.8941e-02 eta: 7:02:11 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.6242 2022/12/02 01:54:50 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:54:54 - mmengine - INFO - Epoch(train) [69][2700/5005] lr: 3.8915e-02 eta: 7:02:02 time: 0.1038 data_time: 0.0018 memory: 3029 loss: 1.5902 2022/12/02 01:55:04 - mmengine - INFO - Epoch(train) [69][2800/5005] lr: 3.8890e-02 eta: 7:01:52 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.5723 2022/12/02 01:55:14 - mmengine - INFO - Epoch(train) [69][2900/5005] lr: 3.8864e-02 eta: 7:01:42 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.3628 2022/12/02 01:55:23 - mmengine - INFO - Epoch(train) [69][3000/5005] lr: 3.8839e-02 eta: 7:01:33 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.4662 2022/12/02 01:55:33 - mmengine - INFO - Epoch(train) [69][3100/5005] lr: 3.8813e-02 eta: 7:01:23 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4945 2022/12/02 01:55:43 - mmengine - INFO - Epoch(train) [69][3200/5005] lr: 3.8788e-02 eta: 7:01:13 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.7122 2022/12/02 01:55:53 - mmengine - INFO - Epoch(train) [69][3300/5005] lr: 3.8762e-02 eta: 7:01:03 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4780 2022/12/02 01:56:03 - mmengine - INFO - Epoch(train) [69][3400/5005] lr: 3.8737e-02 eta: 7:00:52 time: 0.0983 data_time: 0.0018 memory: 3029 loss: 1.5995 2022/12/02 01:56:13 - mmengine - INFO - Epoch(train) [69][3500/5005] lr: 3.8711e-02 eta: 7:00:42 time: 0.0982 data_time: 0.0017 memory: 3029 loss: 1.7197 2022/12/02 01:56:23 - mmengine - INFO - Epoch(train) [69][3600/5005] lr: 3.8686e-02 eta: 7:00:32 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.5713 2022/12/02 01:56:29 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:56:33 - mmengine - INFO - Epoch(train) [69][3700/5005] lr: 3.8660e-02 eta: 7:00:22 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.6809 2022/12/02 01:56:43 - mmengine - INFO - Epoch(train) [69][3800/5005] lr: 3.8635e-02 eta: 7:00:12 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.3989 2022/12/02 01:56:53 - mmengine - INFO - Epoch(train) [69][3900/5005] lr: 3.8609e-02 eta: 7:00:02 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4856 2022/12/02 01:57:03 - mmengine - INFO - Epoch(train) [69][4000/5005] lr: 3.8584e-02 eta: 6:59:53 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.5564 2022/12/02 01:57:12 - mmengine - INFO - Epoch(train) [69][4100/5005] lr: 3.8558e-02 eta: 6:59:42 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4606 2022/12/02 01:57:22 - mmengine - INFO - Epoch(train) [69][4200/5005] lr: 3.8533e-02 eta: 6:59:32 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5101 2022/12/02 01:57:32 - mmengine - INFO - Epoch(train) [69][4300/5005] lr: 3.8507e-02 eta: 6:59:22 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.8333 2022/12/02 01:57:42 - mmengine - INFO - Epoch(train) [69][4400/5005] lr: 3.8482e-02 eta: 6:59:12 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.6465 2022/12/02 01:57:52 - mmengine - INFO - Epoch(train) [69][4500/5005] lr: 3.8456e-02 eta: 6:59:02 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.5564 2022/12/02 01:58:02 - mmengine - INFO - Epoch(train) [69][4600/5005] lr: 3.8431e-02 eta: 6:58:52 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.5198 2022/12/02 01:58:08 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:58:12 - mmengine - INFO - Epoch(train) [69][4700/5005] lr: 3.8406e-02 eta: 6:58:41 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.4581 2022/12/02 01:58:22 - mmengine - INFO - Epoch(train) [69][4800/5005] lr: 3.8380e-02 eta: 6:58:31 time: 0.0973 data_time: 0.0017 memory: 3029 loss: 1.5755 2022/12/02 01:58:32 - mmengine - INFO - Epoch(train) [69][4900/5005] lr: 3.8355e-02 eta: 6:58:21 time: 0.0986 data_time: 0.0017 memory: 3029 loss: 1.5811 2022/12/02 01:58:42 - mmengine - INFO - Epoch(train) [69][5000/5005] lr: 3.8329e-02 eta: 6:58:12 time: 0.0990 data_time: 0.0027 memory: 3029 loss: 1.4389 2022/12/02 01:58:42 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 01:58:42 - mmengine - INFO - Saving checkpoint at 69 epochs 2022/12/02 01:58:48 - mmengine - INFO - Epoch(val) [69][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0165 memory: 3029 2022/12/02 01:59:00 - mmengine - INFO - Epoch(val) [69][196/196] accuracy/top1: 67.7920 accuracy/top5: 88.5760 2022/12/02 01:59:11 - mmengine - INFO - Epoch(train) [70][ 100/5005] lr: 3.8303e-02 eta: 6:58:05 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.5512 2022/12/02 01:59:21 - mmengine - INFO - Epoch(train) [70][ 200/5005] lr: 3.8277e-02 eta: 6:57:54 time: 0.0973 data_time: 0.0017 memory: 3029 loss: 1.3735 2022/12/02 01:59:31 - mmengine - INFO - Epoch(train) [70][ 300/5005] lr: 3.8252e-02 eta: 6:57:44 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4028 2022/12/02 01:59:40 - mmengine - INFO - Epoch(train) [70][ 400/5005] lr: 3.8226e-02 eta: 6:57:34 time: 0.0973 data_time: 0.0017 memory: 3029 loss: 1.5012 2022/12/02 01:59:50 - mmengine - INFO - Epoch(train) [70][ 500/5005] lr: 3.8201e-02 eta: 6:57:23 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5582 2022/12/02 02:00:00 - mmengine - INFO - Epoch(train) [70][ 600/5005] lr: 3.8175e-02 eta: 6:57:13 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5730 2022/12/02 02:00:06 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:00:10 - mmengine - INFO - Epoch(train) [70][ 700/5005] lr: 3.8150e-02 eta: 6:57:03 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5887 2022/12/02 02:00:20 - mmengine - INFO - Epoch(train) [70][ 800/5005] lr: 3.8125e-02 eta: 6:56:53 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5822 2022/12/02 02:00:30 - mmengine - INFO - Epoch(train) [70][ 900/5005] lr: 3.8099e-02 eta: 6:56:44 time: 0.0982 data_time: 0.0018 memory: 3029 loss: 1.5522 2022/12/02 02:00:40 - mmengine - INFO - Epoch(train) [70][1000/5005] lr: 3.8074e-02 eta: 6:56:34 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.4807 2022/12/02 02:00:50 - mmengine - INFO - Epoch(train) [70][1100/5005] lr: 3.8048e-02 eta: 6:56:24 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.6639 2022/12/02 02:01:00 - mmengine - INFO - Epoch(train) [70][1200/5005] lr: 3.8023e-02 eta: 6:56:14 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.7441 2022/12/02 02:01:10 - mmengine - INFO - Epoch(train) [70][1300/5005] lr: 3.7998e-02 eta: 6:56:05 time: 0.1053 data_time: 0.0017 memory: 3029 loss: 1.5712 2022/12/02 02:01:20 - mmengine - INFO - Epoch(train) [70][1400/5005] lr: 3.7972e-02 eta: 6:55:54 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.5921 2022/12/02 02:01:29 - mmengine - INFO - Epoch(train) [70][1500/5005] lr: 3.7947e-02 eta: 6:55:44 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.6446 2022/12/02 02:01:39 - mmengine - INFO - Epoch(train) [70][1600/5005] lr: 3.7922e-02 eta: 6:55:34 time: 0.1062 data_time: 0.0018 memory: 3029 loss: 1.6599 2022/12/02 02:01:45 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:01:49 - mmengine - INFO - Epoch(train) [70][1700/5005] lr: 3.7896e-02 eta: 6:55:25 time: 0.1020 data_time: 0.0017 memory: 3029 loss: 1.5178 2022/12/02 02:01:59 - mmengine - INFO - Epoch(train) [70][1800/5005] lr: 3.7871e-02 eta: 6:55:15 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.6093 2022/12/02 02:02:09 - mmengine - INFO - Epoch(train) [70][1900/5005] lr: 3.7845e-02 eta: 6:55:06 time: 0.0982 data_time: 0.0017 memory: 3029 loss: 1.6011 2022/12/02 02:02:19 - mmengine - INFO - Epoch(train) [70][2000/5005] lr: 3.7820e-02 eta: 6:54:56 time: 0.0987 data_time: 0.0017 memory: 3029 loss: 1.5290 2022/12/02 02:02:29 - mmengine - INFO - Epoch(train) [70][2100/5005] lr: 3.7795e-02 eta: 6:54:46 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.6681 2022/12/02 02:02:39 - mmengine - INFO - Epoch(train) [70][2200/5005] lr: 3.7769e-02 eta: 6:54:36 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.5382 2022/12/02 02:02:49 - mmengine - INFO - Epoch(train) [70][2300/5005] lr: 3.7744e-02 eta: 6:54:25 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5798 2022/12/02 02:02:59 - mmengine - INFO - Epoch(train) [70][2400/5005] lr: 3.7719e-02 eta: 6:54:15 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5325 2022/12/02 02:03:09 - mmengine - INFO - Epoch(train) [70][2500/5005] lr: 3.7693e-02 eta: 6:54:05 time: 0.0973 data_time: 0.0017 memory: 3029 loss: 1.5952 2022/12/02 02:03:18 - mmengine - INFO - Epoch(train) [70][2600/5005] lr: 3.7668e-02 eta: 6:53:54 time: 0.0974 data_time: 0.0018 memory: 3029 loss: 1.7050 2022/12/02 02:03:24 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:03:28 - mmengine - INFO - Epoch(train) [70][2700/5005] lr: 3.7643e-02 eta: 6:53:44 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.6765 2022/12/02 02:03:38 - mmengine - INFO - Epoch(train) [70][2800/5005] lr: 3.7617e-02 eta: 6:53:34 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5201 2022/12/02 02:03:48 - mmengine - INFO - Epoch(train) [70][2900/5005] lr: 3.7592e-02 eta: 6:53:24 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.5816 2022/12/02 02:03:58 - mmengine - INFO - Epoch(train) [70][3000/5005] lr: 3.7567e-02 eta: 6:53:14 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5507 2022/12/02 02:04:08 - mmengine - INFO - Epoch(train) [70][3100/5005] lr: 3.7541e-02 eta: 6:53:04 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.4234 2022/12/02 02:04:18 - mmengine - INFO - Epoch(train) [70][3200/5005] lr: 3.7516e-02 eta: 6:52:54 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.4298 2022/12/02 02:04:28 - mmengine - INFO - Epoch(train) [70][3300/5005] lr: 3.7491e-02 eta: 6:52:44 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.5119 2022/12/02 02:04:38 - mmengine - INFO - Epoch(train) [70][3400/5005] lr: 3.7465e-02 eta: 6:52:33 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.6349 2022/12/02 02:04:47 - mmengine - INFO - Epoch(train) [70][3500/5005] lr: 3.7440e-02 eta: 6:52:23 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.5985 2022/12/02 02:04:57 - mmengine - INFO - Epoch(train) [70][3600/5005] lr: 3.7415e-02 eta: 6:52:13 time: 0.0980 data_time: 0.0021 memory: 3029 loss: 1.6015 2022/12/02 02:05:03 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:05:07 - mmengine - INFO - Epoch(train) [70][3700/5005] lr: 3.7389e-02 eta: 6:52:03 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5640 2022/12/02 02:05:17 - mmengine - INFO - Epoch(train) [70][3800/5005] lr: 3.7364e-02 eta: 6:51:53 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.5819 2022/12/02 02:05:27 - mmengine - INFO - Epoch(train) [70][3900/5005] lr: 3.7339e-02 eta: 6:51:43 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3868 2022/12/02 02:05:37 - mmengine - INFO - Epoch(train) [70][4000/5005] lr: 3.7313e-02 eta: 6:51:33 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.6626 2022/12/02 02:05:47 - mmengine - INFO - Epoch(train) [70][4100/5005] lr: 3.7288e-02 eta: 6:51:24 time: 0.0989 data_time: 0.0018 memory: 3029 loss: 1.6948 2022/12/02 02:05:57 - mmengine - INFO - Epoch(train) [70][4200/5005] lr: 3.7263e-02 eta: 6:51:15 time: 0.0982 data_time: 0.0017 memory: 3029 loss: 1.6160 2022/12/02 02:06:07 - mmengine - INFO - Epoch(train) [70][4300/5005] lr: 3.7237e-02 eta: 6:51:04 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4011 2022/12/02 02:06:17 - mmengine - INFO - Epoch(train) [70][4400/5005] lr: 3.7212e-02 eta: 6:50:55 time: 0.1042 data_time: 0.0017 memory: 3029 loss: 1.6958 2022/12/02 02:06:27 - mmengine - INFO - Epoch(train) [70][4500/5005] lr: 3.7187e-02 eta: 6:50:45 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.7042 2022/12/02 02:06:37 - mmengine - INFO - Epoch(train) [70][4600/5005] lr: 3.7162e-02 eta: 6:50:37 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3561 2022/12/02 02:06:42 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:06:47 - mmengine - INFO - Epoch(train) [70][4700/5005] lr: 3.7136e-02 eta: 6:50:27 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.4698 2022/12/02 02:06:57 - mmengine - INFO - Epoch(train) [70][4800/5005] lr: 3.7111e-02 eta: 6:50:16 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.6467 2022/12/02 02:07:06 - mmengine - INFO - Epoch(train) [70][4900/5005] lr: 3.7086e-02 eta: 6:50:06 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.5502 2022/12/02 02:07:16 - mmengine - INFO - Epoch(train) [70][5000/5005] lr: 3.7061e-02 eta: 6:49:56 time: 0.0993 data_time: 0.0029 memory: 3029 loss: 1.6608 2022/12/02 02:07:17 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:07:17 - mmengine - INFO - Saving checkpoint at 70 epochs 2022/12/02 02:07:23 - mmengine - INFO - Epoch(val) [70][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0168 memory: 3029 2022/12/02 02:07:35 - mmengine - INFO - Epoch(val) [70][196/196] accuracy/top1: 68.0880 accuracy/top5: 88.4840 2022/12/02 02:07:46 - mmengine - INFO - Epoch(train) [71][ 100/5005] lr: 3.7034e-02 eta: 6:49:49 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.6202 2022/12/02 02:07:55 - mmengine - INFO - Epoch(train) [71][ 200/5005] lr: 3.7009e-02 eta: 6:49:38 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.6847 2022/12/02 02:08:05 - mmengine - INFO - Epoch(train) [71][ 300/5005] lr: 3.6984e-02 eta: 6:49:28 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.4538 2022/12/02 02:08:15 - mmengine - INFO - Epoch(train) [71][ 400/5005] lr: 3.6958e-02 eta: 6:49:19 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.5584 2022/12/02 02:08:25 - mmengine - INFO - Epoch(train) [71][ 500/5005] lr: 3.6933e-02 eta: 6:49:09 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.4350 2022/12/02 02:08:35 - mmengine - INFO - Epoch(train) [71][ 600/5005] lr: 3.6908e-02 eta: 6:48:59 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.7613 2022/12/02 02:08:40 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:08:45 - mmengine - INFO - Epoch(train) [71][ 700/5005] lr: 3.6883e-02 eta: 6:48:49 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5924 2022/12/02 02:08:55 - mmengine - INFO - Epoch(train) [71][ 800/5005] lr: 3.6857e-02 eta: 6:48:39 time: 0.1034 data_time: 0.0017 memory: 3029 loss: 1.3980 2022/12/02 02:09:05 - mmengine - INFO - Epoch(train) [71][ 900/5005] lr: 3.6832e-02 eta: 6:48:29 time: 0.0972 data_time: 0.0017 memory: 3029 loss: 1.2634 2022/12/02 02:09:15 - mmengine - INFO - Epoch(train) [71][1000/5005] lr: 3.6807e-02 eta: 6:48:19 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4320 2022/12/02 02:09:25 - mmengine - INFO - Epoch(train) [71][1100/5005] lr: 3.6782e-02 eta: 6:48:08 time: 0.0973 data_time: 0.0018 memory: 3029 loss: 1.5260 2022/12/02 02:09:34 - mmengine - INFO - Epoch(train) [71][1200/5005] lr: 3.6756e-02 eta: 6:47:59 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.7739 2022/12/02 02:09:44 - mmengine - INFO - Epoch(train) [71][1300/5005] lr: 3.6731e-02 eta: 6:47:49 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.4846 2022/12/02 02:09:54 - mmengine - INFO - Epoch(train) [71][1400/5005] lr: 3.6706e-02 eta: 6:47:39 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.3962 2022/12/02 02:10:04 - mmengine - INFO - Epoch(train) [71][1500/5005] lr: 3.6681e-02 eta: 6:47:29 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4211 2022/12/02 02:10:14 - mmengine - INFO - Epoch(train) [71][1600/5005] lr: 3.6656e-02 eta: 6:47:19 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.4963 2022/12/02 02:10:19 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:10:24 - mmengine - INFO - Epoch(train) [71][1700/5005] lr: 3.6630e-02 eta: 6:47:09 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.4762 2022/12/02 02:10:34 - mmengine - INFO - Epoch(train) [71][1800/5005] lr: 3.6605e-02 eta: 6:46:59 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.4562 2022/12/02 02:10:44 - mmengine - INFO - Epoch(train) [71][1900/5005] lr: 3.6580e-02 eta: 6:46:49 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.5005 2022/12/02 02:10:54 - mmengine - INFO - Epoch(train) [71][2000/5005] lr: 3.6555e-02 eta: 6:46:39 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.6941 2022/12/02 02:11:04 - mmengine - INFO - Epoch(train) [71][2100/5005] lr: 3.6530e-02 eta: 6:46:29 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.4517 2022/12/02 02:11:14 - mmengine - INFO - Epoch(train) [71][2200/5005] lr: 3.6504e-02 eta: 6:46:19 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5802 2022/12/02 02:11:24 - mmengine - INFO - Epoch(train) [71][2300/5005] lr: 3.6479e-02 eta: 6:46:10 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.8009 2022/12/02 02:11:33 - mmengine - INFO - Epoch(train) [71][2400/5005] lr: 3.6454e-02 eta: 6:46:00 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.5917 2022/12/02 02:11:43 - mmengine - INFO - Epoch(train) [71][2500/5005] lr: 3.6429e-02 eta: 6:45:50 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.3154 2022/12/02 02:11:53 - mmengine - INFO - Epoch(train) [71][2600/5005] lr: 3.6404e-02 eta: 6:45:40 time: 0.1021 data_time: 0.0017 memory: 3029 loss: 1.8023 2022/12/02 02:11:58 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:12:03 - mmengine - INFO - Epoch(train) [71][2700/5005] lr: 3.6379e-02 eta: 6:45:30 time: 0.0974 data_time: 0.0018 memory: 3029 loss: 1.5741 2022/12/02 02:12:13 - mmengine - INFO - Epoch(train) [71][2800/5005] lr: 3.6353e-02 eta: 6:45:20 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.4526 2022/12/02 02:12:23 - mmengine - INFO - Epoch(train) [71][2900/5005] lr: 3.6328e-02 eta: 6:45:10 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5673 2022/12/02 02:12:33 - mmengine - INFO - Epoch(train) [71][3000/5005] lr: 3.6303e-02 eta: 6:45:00 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.4548 2022/12/02 02:12:43 - mmengine - INFO - Epoch(train) [71][3100/5005] lr: 3.6278e-02 eta: 6:44:50 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.4485 2022/12/02 02:12:53 - mmengine - INFO - Epoch(train) [71][3200/5005] lr: 3.6253e-02 eta: 6:44:39 time: 0.0984 data_time: 0.0016 memory: 3029 loss: 1.3956 2022/12/02 02:13:03 - mmengine - INFO - Epoch(train) [71][3300/5005] lr: 3.6228e-02 eta: 6:44:30 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.5348 2022/12/02 02:13:13 - mmengine - INFO - Epoch(train) [71][3400/5005] lr: 3.6202e-02 eta: 6:44:20 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.4402 2022/12/02 02:13:22 - mmengine - INFO - Epoch(train) [71][3500/5005] lr: 3.6177e-02 eta: 6:44:10 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.5969 2022/12/02 02:13:32 - mmengine - INFO - Epoch(train) [71][3600/5005] lr: 3.6152e-02 eta: 6:44:00 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4882 2022/12/02 02:13:37 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:13:42 - mmengine - INFO - Epoch(train) [71][3700/5005] lr: 3.6127e-02 eta: 6:43:50 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.3764 2022/12/02 02:13:52 - mmengine - INFO - Epoch(train) [71][3800/5005] lr: 3.6102e-02 eta: 6:43:40 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5017 2022/12/02 02:14:02 - mmengine - INFO - Epoch(train) [71][3900/5005] lr: 3.6077e-02 eta: 6:43:30 time: 0.1027 data_time: 0.0017 memory: 3029 loss: 1.4513 2022/12/02 02:14:12 - mmengine - INFO - Epoch(train) [71][4000/5005] lr: 3.6052e-02 eta: 6:43:20 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3854 2022/12/02 02:14:22 - mmengine - INFO - Epoch(train) [71][4100/5005] lr: 3.6027e-02 eta: 6:43:10 time: 0.0973 data_time: 0.0018 memory: 3029 loss: 1.5532 2022/12/02 02:14:32 - mmengine - INFO - Epoch(train) [71][4200/5005] lr: 3.6001e-02 eta: 6:43:00 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.5979 2022/12/02 02:14:42 - mmengine - INFO - Epoch(train) [71][4300/5005] lr: 3.5976e-02 eta: 6:42:50 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.4521 2022/12/02 02:14:51 - mmengine - INFO - Epoch(train) [71][4400/5005] lr: 3.5951e-02 eta: 6:42:39 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.3455 2022/12/02 02:15:01 - mmengine - INFO - Epoch(train) [71][4500/5005] lr: 3.5926e-02 eta: 6:42:31 time: 0.1053 data_time: 0.0017 memory: 3029 loss: 1.7758 2022/12/02 02:15:11 - mmengine - INFO - Epoch(train) [71][4600/5005] lr: 3.5901e-02 eta: 6:42:20 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5143 2022/12/02 02:15:16 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:15:21 - mmengine - INFO - Epoch(train) [71][4700/5005] lr: 3.5876e-02 eta: 6:42:10 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5707 2022/12/02 02:15:31 - mmengine - INFO - Epoch(train) [71][4800/5005] lr: 3.5851e-02 eta: 6:42:00 time: 0.0982 data_time: 0.0018 memory: 3029 loss: 1.6760 2022/12/02 02:15:41 - mmengine - INFO - Epoch(train) [71][4900/5005] lr: 3.5826e-02 eta: 6:41:50 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.4780 2022/12/02 02:15:51 - mmengine - INFO - Epoch(train) [71][5000/5005] lr: 3.5801e-02 eta: 6:41:40 time: 0.0985 data_time: 0.0028 memory: 3029 loss: 1.5187 2022/12/02 02:15:51 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:15:51 - mmengine - INFO - Saving checkpoint at 71 epochs 2022/12/02 02:15:57 - mmengine - INFO - Epoch(val) [71][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0166 memory: 3029 2022/12/02 02:16:10 - mmengine - INFO - Epoch(val) [71][196/196] accuracy/top1: 68.4460 accuracy/top5: 88.8160 2022/12/02 02:16:20 - mmengine - INFO - Epoch(train) [72][ 100/5005] lr: 3.5774e-02 eta: 6:41:31 time: 0.0974 data_time: 0.0018 memory: 3029 loss: 1.6821 2022/12/02 02:16:30 - mmengine - INFO - Epoch(train) [72][ 200/5005] lr: 3.5749e-02 eta: 6:41:21 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.3918 2022/12/02 02:16:40 - mmengine - INFO - Epoch(train) [72][ 300/5005] lr: 3.5724e-02 eta: 6:41:10 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4807 2022/12/02 02:16:50 - mmengine - INFO - Epoch(train) [72][ 400/5005] lr: 3.5699e-02 eta: 6:41:01 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.3874 2022/12/02 02:17:00 - mmengine - INFO - Epoch(train) [72][ 500/5005] lr: 3.5674e-02 eta: 6:40:51 time: 0.0986 data_time: 0.0017 memory: 3029 loss: 1.5393 2022/12/02 02:17:10 - mmengine - INFO - Epoch(train) [72][ 600/5005] lr: 3.5649e-02 eta: 6:40:41 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.5078 2022/12/02 02:17:14 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:17:20 - mmengine - INFO - Epoch(train) [72][ 700/5005] lr: 3.5624e-02 eta: 6:40:31 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.4736 2022/12/02 02:17:30 - mmengine - INFO - Epoch(train) [72][ 800/5005] lr: 3.5599e-02 eta: 6:40:21 time: 0.0982 data_time: 0.0017 memory: 3029 loss: 1.4710 2022/12/02 02:17:40 - mmengine - INFO - Epoch(train) [72][ 900/5005] lr: 3.5574e-02 eta: 6:40:12 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4849 2022/12/02 02:17:50 - mmengine - INFO - Epoch(train) [72][1000/5005] lr: 3.5549e-02 eta: 6:40:02 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3859 2022/12/02 02:18:00 - mmengine - INFO - Epoch(train) [72][1100/5005] lr: 3.5524e-02 eta: 6:39:51 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.5540 2022/12/02 02:18:09 - mmengine - INFO - Epoch(train) [72][1200/5005] lr: 3.5499e-02 eta: 6:39:41 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3970 2022/12/02 02:18:19 - mmengine - INFO - Epoch(train) [72][1300/5005] lr: 3.5474e-02 eta: 6:39:31 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.5419 2022/12/02 02:18:29 - mmengine - INFO - Epoch(train) [72][1400/5005] lr: 3.5449e-02 eta: 6:39:21 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 1.6738 2022/12/02 02:18:39 - mmengine - INFO - Epoch(train) [72][1500/5005] lr: 3.5424e-02 eta: 6:39:12 time: 0.0982 data_time: 0.0017 memory: 3029 loss: 1.3690 2022/12/02 02:18:49 - mmengine - INFO - Epoch(train) [72][1600/5005] lr: 3.5399e-02 eta: 6:39:03 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.2357 2022/12/02 02:18:54 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:18:59 - mmengine - INFO - Epoch(train) [72][1700/5005] lr: 3.5374e-02 eta: 6:38:54 time: 0.0974 data_time: 0.0018 memory: 3029 loss: 1.5038 2022/12/02 02:19:09 - mmengine - INFO - Epoch(train) [72][1800/5005] lr: 3.5349e-02 eta: 6:38:44 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.4746 2022/12/02 02:19:19 - mmengine - INFO - Epoch(train) [72][1900/5005] lr: 3.5324e-02 eta: 6:38:34 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.5396 2022/12/02 02:19:29 - mmengine - INFO - Epoch(train) [72][2000/5005] lr: 3.5299e-02 eta: 6:38:24 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.4165 2022/12/02 02:19:39 - mmengine - INFO - Epoch(train) [72][2100/5005] lr: 3.5274e-02 eta: 6:38:14 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4316 2022/12/02 02:19:49 - mmengine - INFO - Epoch(train) [72][2200/5005] lr: 3.5249e-02 eta: 6:38:04 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.5680 2022/12/02 02:19:59 - mmengine - INFO - Epoch(train) [72][2300/5005] lr: 3.5224e-02 eta: 6:37:54 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.4796 2022/12/02 02:20:09 - mmengine - INFO - Epoch(train) [72][2400/5005] lr: 3.5199e-02 eta: 6:37:44 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.5990 2022/12/02 02:20:19 - mmengine - INFO - Epoch(train) [72][2500/5005] lr: 3.5174e-02 eta: 6:37:34 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.6055 2022/12/02 02:20:29 - mmengine - INFO - Epoch(train) [72][2600/5005] lr: 3.5149e-02 eta: 6:37:25 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.5024 2022/12/02 02:20:33 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:20:38 - mmengine - INFO - Epoch(train) [72][2700/5005] lr: 3.5124e-02 eta: 6:37:15 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5577 2022/12/02 02:20:49 - mmengine - INFO - Epoch(train) [72][2800/5005] lr: 3.5099e-02 eta: 6:37:06 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.4883 2022/12/02 02:20:58 - mmengine - INFO - Epoch(train) [72][2900/5005] lr: 3.5074e-02 eta: 6:36:57 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3781 2022/12/02 02:21:08 - mmengine - INFO - Epoch(train) [72][3000/5005] lr: 3.5049e-02 eta: 6:36:47 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 1.4644 2022/12/02 02:21:18 - mmengine - INFO - Epoch(train) [72][3100/5005] lr: 3.5024e-02 eta: 6:36:37 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.5026 2022/12/02 02:21:28 - mmengine - INFO - Epoch(train) [72][3200/5005] lr: 3.4999e-02 eta: 6:36:27 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3075 2022/12/02 02:21:38 - mmengine - INFO - Epoch(train) [72][3300/5005] lr: 3.4974e-02 eta: 6:36:16 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.4507 2022/12/02 02:21:48 - mmengine - INFO - Epoch(train) [72][3400/5005] lr: 3.4949e-02 eta: 6:36:06 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.6132 2022/12/02 02:21:58 - mmengine - INFO - Epoch(train) [72][3500/5005] lr: 3.4924e-02 eta: 6:35:56 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.5640 2022/12/02 02:22:08 - mmengine - INFO - Epoch(train) [72][3600/5005] lr: 3.4899e-02 eta: 6:35:46 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4964 2022/12/02 02:22:12 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:22:18 - mmengine - INFO - Epoch(train) [72][3700/5005] lr: 3.4874e-02 eta: 6:35:37 time: 0.0982 data_time: 0.0018 memory: 3029 loss: 1.4449 2022/12/02 02:22:28 - mmengine - INFO - Epoch(train) [72][3800/5005] lr: 3.4849e-02 eta: 6:35:28 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 1.5622 2022/12/02 02:22:38 - mmengine - INFO - Epoch(train) [72][3900/5005] lr: 3.4825e-02 eta: 6:35:18 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.5498 2022/12/02 02:22:48 - mmengine - INFO - Epoch(train) [72][4000/5005] lr: 3.4800e-02 eta: 6:35:09 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.6108 2022/12/02 02:22:58 - mmengine - INFO - Epoch(train) [72][4100/5005] lr: 3.4775e-02 eta: 6:35:00 time: 0.1006 data_time: 0.0018 memory: 3029 loss: 1.5145 2022/12/02 02:23:08 - mmengine - INFO - Epoch(train) [72][4200/5005] lr: 3.4750e-02 eta: 6:34:50 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.5371 2022/12/02 02:23:18 - mmengine - INFO - Epoch(train) [72][4300/5005] lr: 3.4725e-02 eta: 6:34:40 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4111 2022/12/02 02:23:28 - mmengine - INFO - Epoch(train) [72][4400/5005] lr: 3.4700e-02 eta: 6:34:30 time: 0.0986 data_time: 0.0018 memory: 3029 loss: 1.3911 2022/12/02 02:23:37 - mmengine - INFO - Epoch(train) [72][4500/5005] lr: 3.4675e-02 eta: 6:34:20 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4189 2022/12/02 02:23:47 - mmengine - INFO - Epoch(train) [72][4600/5005] lr: 3.4650e-02 eta: 6:34:10 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.4798 2022/12/02 02:23:52 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:23:57 - mmengine - INFO - Epoch(train) [72][4700/5005] lr: 3.4625e-02 eta: 6:34:00 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2538 2022/12/02 02:24:07 - mmengine - INFO - Epoch(train) [72][4800/5005] lr: 3.4600e-02 eta: 6:33:50 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.5350 2022/12/02 02:24:17 - mmengine - INFO - Epoch(train) [72][4900/5005] lr: 3.4576e-02 eta: 6:33:40 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.7414 2022/12/02 02:24:27 - mmengine - INFO - Epoch(train) [72][5000/5005] lr: 3.4551e-02 eta: 6:33:30 time: 0.0988 data_time: 0.0027 memory: 3029 loss: 1.7438 2022/12/02 02:24:27 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:24:27 - mmengine - INFO - Saving checkpoint at 72 epochs 2022/12/02 02:24:33 - mmengine - INFO - Epoch(val) [72][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0169 memory: 3029 2022/12/02 02:24:46 - mmengine - INFO - Epoch(val) [72][196/196] accuracy/top1: 68.7100 accuracy/top5: 89.1620 2022/12/02 02:24:56 - mmengine - INFO - Epoch(train) [73][ 100/5005] lr: 3.4525e-02 eta: 6:33:21 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 1.2879 2022/12/02 02:25:06 - mmengine - INFO - Epoch(train) [73][ 200/5005] lr: 3.4500e-02 eta: 6:33:11 time: 0.0985 data_time: 0.0018 memory: 3029 loss: 1.2574 2022/12/02 02:25:16 - mmengine - INFO - Epoch(train) [73][ 300/5005] lr: 3.4475e-02 eta: 6:33:01 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.5284 2022/12/02 02:25:26 - mmengine - INFO - Epoch(train) [73][ 400/5005] lr: 3.4450e-02 eta: 6:32:52 time: 0.1035 data_time: 0.0018 memory: 3029 loss: 1.3658 2022/12/02 02:25:36 - mmengine - INFO - Epoch(train) [73][ 500/5005] lr: 3.4425e-02 eta: 6:32:42 time: 0.0974 data_time: 0.0018 memory: 3029 loss: 1.5473 2022/12/02 02:25:46 - mmengine - INFO - Epoch(train) [73][ 600/5005] lr: 3.4400e-02 eta: 6:32:32 time: 0.0982 data_time: 0.0017 memory: 3029 loss: 1.3915 2022/12/02 02:25:50 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:25:56 - mmengine - INFO - Epoch(train) [73][ 700/5005] lr: 3.4375e-02 eta: 6:32:22 time: 0.0990 data_time: 0.0018 memory: 3029 loss: 1.4109 2022/12/02 02:26:06 - mmengine - INFO - Epoch(train) [73][ 800/5005] lr: 3.4351e-02 eta: 6:32:12 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.8375 2022/12/02 02:26:16 - mmengine - INFO - Epoch(train) [73][ 900/5005] lr: 3.4326e-02 eta: 6:32:02 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.4366 2022/12/02 02:26:26 - mmengine - INFO - Epoch(train) [73][1000/5005] lr: 3.4301e-02 eta: 6:31:52 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.3436 2022/12/02 02:26:36 - mmengine - INFO - Epoch(train) [73][1100/5005] lr: 3.4276e-02 eta: 6:31:42 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5848 2022/12/02 02:26:45 - mmengine - INFO - Epoch(train) [73][1200/5005] lr: 3.4251e-02 eta: 6:31:32 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.4804 2022/12/02 02:26:55 - mmengine - INFO - Epoch(train) [73][1300/5005] lr: 3.4226e-02 eta: 6:31:22 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4849 2022/12/02 02:27:05 - mmengine - INFO - Epoch(train) [73][1400/5005] lr: 3.4202e-02 eta: 6:31:12 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.7172 2022/12/02 02:27:15 - mmengine - INFO - Epoch(train) [73][1500/5005] lr: 3.4177e-02 eta: 6:31:02 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4841 2022/12/02 02:27:25 - mmengine - INFO - Epoch(train) [73][1600/5005] lr: 3.4152e-02 eta: 6:30:52 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.7552 2022/12/02 02:27:29 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:27:35 - mmengine - INFO - Epoch(train) [73][1700/5005] lr: 3.4127e-02 eta: 6:30:42 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.7516 2022/12/02 02:27:45 - mmengine - INFO - Epoch(train) [73][1800/5005] lr: 3.4102e-02 eta: 6:30:32 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.6180 2022/12/02 02:27:55 - mmengine - INFO - Epoch(train) [73][1900/5005] lr: 3.4078e-02 eta: 6:30:22 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.5591 2022/12/02 02:28:05 - mmengine - INFO - Epoch(train) [73][2000/5005] lr: 3.4053e-02 eta: 6:30:13 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.5238 2022/12/02 02:28:15 - mmengine - INFO - Epoch(train) [73][2100/5005] lr: 3.4028e-02 eta: 6:30:03 time: 0.0986 data_time: 0.0017 memory: 3029 loss: 1.6691 2022/12/02 02:28:25 - mmengine - INFO - Epoch(train) [73][2200/5005] lr: 3.4003e-02 eta: 6:29:54 time: 0.1023 data_time: 0.0018 memory: 3029 loss: 1.4321 2022/12/02 02:28:35 - mmengine - INFO - Epoch(train) [73][2300/5005] lr: 3.3978e-02 eta: 6:29:44 time: 0.0985 data_time: 0.0018 memory: 3029 loss: 1.5919 2022/12/02 02:28:44 - mmengine - INFO - Epoch(train) [73][2400/5005] lr: 3.3954e-02 eta: 6:29:34 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5817 2022/12/02 02:28:54 - mmengine - INFO - Epoch(train) [73][2500/5005] lr: 3.3929e-02 eta: 6:29:24 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.3494 2022/12/02 02:29:04 - mmengine - INFO - Epoch(train) [73][2600/5005] lr: 3.3904e-02 eta: 6:29:14 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3563 2022/12/02 02:29:08 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:29:14 - mmengine - INFO - Epoch(train) [73][2700/5005] lr: 3.3879e-02 eta: 6:29:04 time: 0.0977 data_time: 0.0020 memory: 3029 loss: 1.5989 2022/12/02 02:29:24 - mmengine - INFO - Epoch(train) [73][2800/5005] lr: 3.3855e-02 eta: 6:28:54 time: 0.1024 data_time: 0.0017 memory: 3029 loss: 1.4777 2022/12/02 02:29:34 - mmengine - INFO - Epoch(train) [73][2900/5005] lr: 3.3830e-02 eta: 6:28:44 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4409 2022/12/02 02:29:44 - mmengine - INFO - Epoch(train) [73][3000/5005] lr: 3.3805e-02 eta: 6:28:34 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.5913 2022/12/02 02:29:54 - mmengine - INFO - Epoch(train) [73][3100/5005] lr: 3.3780e-02 eta: 6:28:24 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.5985 2022/12/02 02:30:04 - mmengine - INFO - Epoch(train) [73][3200/5005] lr: 3.3756e-02 eta: 6:28:15 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.5323 2022/12/02 02:30:14 - mmengine - INFO - Epoch(train) [73][3300/5005] lr: 3.3731e-02 eta: 6:28:05 time: 0.0983 data_time: 0.0017 memory: 3029 loss: 1.3164 2022/12/02 02:30:24 - mmengine - INFO - Epoch(train) [73][3400/5005] lr: 3.3706e-02 eta: 6:27:56 time: 0.1024 data_time: 0.0018 memory: 3029 loss: 1.6279 2022/12/02 02:30:34 - mmengine - INFO - Epoch(train) [73][3500/5005] lr: 3.3681e-02 eta: 6:27:46 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.5328 2022/12/02 02:30:44 - mmengine - INFO - Epoch(train) [73][3600/5005] lr: 3.3657e-02 eta: 6:27:36 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.4983 2022/12/02 02:30:48 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:30:53 - mmengine - INFO - Epoch(train) [73][3700/5005] lr: 3.3632e-02 eta: 6:27:26 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.7061 2022/12/02 02:31:03 - mmengine - INFO - Epoch(train) [73][3800/5005] lr: 3.3607e-02 eta: 6:27:17 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 1.3337 2022/12/02 02:31:13 - mmengine - INFO - Epoch(train) [73][3900/5005] lr: 3.3583e-02 eta: 6:27:07 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.5676 2022/12/02 02:31:23 - mmengine - INFO - Epoch(train) [73][4000/5005] lr: 3.3558e-02 eta: 6:26:57 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.4254 2022/12/02 02:31:33 - mmengine - INFO - Epoch(train) [73][4100/5005] lr: 3.3533e-02 eta: 6:26:48 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4355 2022/12/02 02:31:43 - mmengine - INFO - Epoch(train) [73][4200/5005] lr: 3.3509e-02 eta: 6:26:38 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.6775 2022/12/02 02:31:53 - mmengine - INFO - Epoch(train) [73][4300/5005] lr: 3.3484e-02 eta: 6:26:28 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.7429 2022/12/02 02:32:03 - mmengine - INFO - Epoch(train) [73][4400/5005] lr: 3.3459e-02 eta: 6:26:18 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4697 2022/12/02 02:32:13 - mmengine - INFO - Epoch(train) [73][4500/5005] lr: 3.3434e-02 eta: 6:26:08 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.6368 2022/12/02 02:32:23 - mmengine - INFO - Epoch(train) [73][4600/5005] lr: 3.3410e-02 eta: 6:25:58 time: 0.1024 data_time: 0.0018 memory: 3029 loss: 1.3186 2022/12/02 02:32:27 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:32:33 - mmengine - INFO - Epoch(train) [73][4700/5005] lr: 3.3385e-02 eta: 6:25:49 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.2163 2022/12/02 02:32:43 - mmengine - INFO - Epoch(train) [73][4800/5005] lr: 3.3360e-02 eta: 6:25:39 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 1.4287 2022/12/02 02:32:53 - mmengine - INFO - Epoch(train) [73][4900/5005] lr: 3.3336e-02 eta: 6:25:30 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4696 2022/12/02 02:33:03 - mmengine - INFO - Epoch(train) [73][5000/5005] lr: 3.3311e-02 eta: 6:25:20 time: 0.0992 data_time: 0.0028 memory: 3029 loss: 1.6791 2022/12/02 02:33:03 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:33:03 - mmengine - INFO - Saving checkpoint at 73 epochs 2022/12/02 02:33:09 - mmengine - INFO - Epoch(val) [73][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0168 memory: 3029 2022/12/02 02:33:22 - mmengine - INFO - Epoch(val) [73][196/196] accuracy/top1: 68.8400 accuracy/top5: 89.2540 2022/12/02 02:33:33 - mmengine - INFO - Epoch(train) [74][ 100/5005] lr: 3.3285e-02 eta: 6:25:11 time: 0.1001 data_time: 0.0017 memory: 3029 loss: 1.2507 2022/12/02 02:33:43 - mmengine - INFO - Epoch(train) [74][ 200/5005] lr: 3.3261e-02 eta: 6:25:02 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.2782 2022/12/02 02:33:52 - mmengine - INFO - Epoch(train) [74][ 300/5005] lr: 3.3236e-02 eta: 6:24:52 time: 0.0982 data_time: 0.0018 memory: 3029 loss: 1.3408 2022/12/02 02:34:02 - mmengine - INFO - Epoch(train) [74][ 400/5005] lr: 3.3211e-02 eta: 6:24:42 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3313 2022/12/02 02:34:12 - mmengine - INFO - Epoch(train) [74][ 500/5005] lr: 3.3187e-02 eta: 6:24:32 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.5234 2022/12/02 02:34:22 - mmengine - INFO - Epoch(train) [74][ 600/5005] lr: 3.3162e-02 eta: 6:24:22 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.4256 2022/12/02 02:34:26 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:34:32 - mmengine - INFO - Epoch(train) [74][ 700/5005] lr: 3.3137e-02 eta: 6:24:13 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.4544 2022/12/02 02:34:42 - mmengine - INFO - Epoch(train) [74][ 800/5005] lr: 3.3113e-02 eta: 6:24:03 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.3304 2022/12/02 02:34:52 - mmengine - INFO - Epoch(train) [74][ 900/5005] lr: 3.3088e-02 eta: 6:23:53 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.5896 2022/12/02 02:35:02 - mmengine - INFO - Epoch(train) [74][1000/5005] lr: 3.3064e-02 eta: 6:23:43 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.7521 2022/12/02 02:35:12 - mmengine - INFO - Epoch(train) [74][1100/5005] lr: 3.3039e-02 eta: 6:23:32 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5205 2022/12/02 02:35:22 - mmengine - INFO - Epoch(train) [74][1200/5005] lr: 3.3014e-02 eta: 6:23:22 time: 0.0972 data_time: 0.0018 memory: 3029 loss: 1.5760 2022/12/02 02:35:31 - mmengine - INFO - Epoch(train) [74][1300/5005] lr: 3.2990e-02 eta: 6:23:13 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5317 2022/12/02 02:35:42 - mmengine - INFO - Epoch(train) [74][1400/5005] lr: 3.2965e-02 eta: 6:23:03 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.2815 2022/12/02 02:35:51 - mmengine - INFO - Epoch(train) [74][1500/5005] lr: 3.2941e-02 eta: 6:22:53 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5342 2022/12/02 02:36:01 - mmengine - INFO - Epoch(train) [74][1600/5005] lr: 3.2916e-02 eta: 6:22:43 time: 0.0974 data_time: 0.0018 memory: 3029 loss: 1.5066 2022/12/02 02:36:05 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:36:11 - mmengine - INFO - Epoch(train) [74][1700/5005] lr: 3.2891e-02 eta: 6:22:33 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.5072 2022/12/02 02:36:21 - mmengine - INFO - Epoch(train) [74][1800/5005] lr: 3.2867e-02 eta: 6:22:23 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5171 2022/12/02 02:36:31 - mmengine - INFO - Epoch(train) [74][1900/5005] lr: 3.2842e-02 eta: 6:22:13 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5140 2022/12/02 02:36:41 - mmengine - INFO - Epoch(train) [74][2000/5005] lr: 3.2818e-02 eta: 6:22:03 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.3582 2022/12/02 02:36:51 - mmengine - INFO - Epoch(train) [74][2100/5005] lr: 3.2793e-02 eta: 6:21:53 time: 0.0983 data_time: 0.0017 memory: 3029 loss: 1.4179 2022/12/02 02:37:01 - mmengine - INFO - Epoch(train) [74][2200/5005] lr: 3.2769e-02 eta: 6:21:43 time: 0.0994 data_time: 0.0017 memory: 3029 loss: 1.2582 2022/12/02 02:37:11 - mmengine - INFO - Epoch(train) [74][2300/5005] lr: 3.2744e-02 eta: 6:21:33 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.5504 2022/12/02 02:37:20 - mmengine - INFO - Epoch(train) [74][2400/5005] lr: 3.2720e-02 eta: 6:21:24 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.5161 2022/12/02 02:37:30 - mmengine - INFO - Epoch(train) [74][2500/5005] lr: 3.2695e-02 eta: 6:21:14 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.3658 2022/12/02 02:37:40 - mmengine - INFO - Epoch(train) [74][2600/5005] lr: 3.2670e-02 eta: 6:21:05 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.2425 2022/12/02 02:37:44 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:37:50 - mmengine - INFO - Epoch(train) [74][2700/5005] lr: 3.2646e-02 eta: 6:20:55 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.4823 2022/12/02 02:38:00 - mmengine - INFO - Epoch(train) [74][2800/5005] lr: 3.2621e-02 eta: 6:20:44 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.3967 2022/12/02 02:38:10 - mmengine - INFO - Epoch(train) [74][2900/5005] lr: 3.2597e-02 eta: 6:20:34 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5129 2022/12/02 02:38:20 - mmengine - INFO - Epoch(train) [74][3000/5005] lr: 3.2572e-02 eta: 6:20:24 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.4335 2022/12/02 02:38:30 - mmengine - INFO - Epoch(train) [74][3100/5005] lr: 3.2548e-02 eta: 6:20:14 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.5195 2022/12/02 02:38:40 - mmengine - INFO - Epoch(train) [74][3200/5005] lr: 3.2523e-02 eta: 6:20:04 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.6635 2022/12/02 02:38:50 - mmengine - INFO - Epoch(train) [74][3300/5005] lr: 3.2499e-02 eta: 6:19:54 time: 0.0974 data_time: 0.0018 memory: 3029 loss: 1.5675 2022/12/02 02:38:59 - mmengine - INFO - Epoch(train) [74][3400/5005] lr: 3.2474e-02 eta: 6:19:44 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5569 2022/12/02 02:39:09 - mmengine - INFO - Epoch(train) [74][3500/5005] lr: 3.2450e-02 eta: 6:19:34 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.6032 2022/12/02 02:39:19 - mmengine - INFO - Epoch(train) [74][3600/5005] lr: 3.2425e-02 eta: 6:19:24 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4440 2022/12/02 02:39:23 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:39:29 - mmengine - INFO - Epoch(train) [74][3700/5005] lr: 3.2401e-02 eta: 6:19:15 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5782 2022/12/02 02:39:39 - mmengine - INFO - Epoch(train) [74][3800/5005] lr: 3.2376e-02 eta: 6:19:05 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5189 2022/12/02 02:39:49 - mmengine - INFO - Epoch(train) [74][3900/5005] lr: 3.2352e-02 eta: 6:18:55 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4772 2022/12/02 02:39:59 - mmengine - INFO - Epoch(train) [74][4000/5005] lr: 3.2327e-02 eta: 6:18:45 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4625 2022/12/02 02:40:09 - mmengine - INFO - Epoch(train) [74][4100/5005] lr: 3.2303e-02 eta: 6:18:35 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.4019 2022/12/02 02:40:19 - mmengine - INFO - Epoch(train) [74][4200/5005] lr: 3.2279e-02 eta: 6:18:24 time: 0.0974 data_time: 0.0018 memory: 3029 loss: 1.4743 2022/12/02 02:40:28 - mmengine - INFO - Epoch(train) [74][4300/5005] lr: 3.2254e-02 eta: 6:18:14 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5024 2022/12/02 02:40:38 - mmengine - INFO - Epoch(train) [74][4400/5005] lr: 3.2230e-02 eta: 6:18:04 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5805 2022/12/02 02:40:48 - mmengine - INFO - Epoch(train) [74][4500/5005] lr: 3.2205e-02 eta: 6:17:54 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5383 2022/12/02 02:40:58 - mmengine - INFO - Epoch(train) [74][4600/5005] lr: 3.2181e-02 eta: 6:17:44 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.6444 2022/12/02 02:41:01 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:41:08 - mmengine - INFO - Epoch(train) [74][4700/5005] lr: 3.2156e-02 eta: 6:17:34 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.6416 2022/12/02 02:41:18 - mmengine - INFO - Epoch(train) [74][4800/5005] lr: 3.2132e-02 eta: 6:17:24 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5488 2022/12/02 02:41:28 - mmengine - INFO - Epoch(train) [74][4900/5005] lr: 3.2107e-02 eta: 6:17:14 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5956 2022/12/02 02:41:38 - mmengine - INFO - Epoch(train) [74][5000/5005] lr: 3.2083e-02 eta: 6:17:05 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 1.3169 2022/12/02 02:41:38 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:41:38 - mmengine - INFO - Saving checkpoint at 74 epochs 2022/12/02 02:41:44 - mmengine - INFO - Epoch(val) [74][100/196] eta: 0:00:03 time: 0.0374 data_time: 0.0186 memory: 3029 2022/12/02 02:41:57 - mmengine - INFO - Epoch(val) [74][196/196] accuracy/top1: 69.5500 accuracy/top5: 89.4080 2022/12/02 02:42:07 - mmengine - INFO - Epoch(train) [75][ 100/5005] lr: 3.2057e-02 eta: 6:16:56 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.4069 2022/12/02 02:42:17 - mmengine - INFO - Epoch(train) [75][ 200/5005] lr: 3.2033e-02 eta: 6:16:46 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.6408 2022/12/02 02:42:27 - mmengine - INFO - Epoch(train) [75][ 300/5005] lr: 3.2009e-02 eta: 6:16:36 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4644 2022/12/02 02:42:36 - mmengine - INFO - Epoch(train) [75][ 400/5005] lr: 3.1984e-02 eta: 6:16:25 time: 0.0973 data_time: 0.0017 memory: 3029 loss: 1.6486 2022/12/02 02:42:46 - mmengine - INFO - Epoch(train) [75][ 500/5005] lr: 3.1960e-02 eta: 6:16:16 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.3455 2022/12/02 02:42:56 - mmengine - INFO - Epoch(train) [75][ 600/5005] lr: 3.1935e-02 eta: 6:16:06 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.2353 2022/12/02 02:42:59 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:43:06 - mmengine - INFO - Epoch(train) [75][ 700/5005] lr: 3.1911e-02 eta: 6:15:56 time: 0.0976 data_time: 0.0016 memory: 3029 loss: 1.3898 2022/12/02 02:43:16 - mmengine - INFO - Epoch(train) [75][ 800/5005] lr: 3.1887e-02 eta: 6:15:46 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5741 2022/12/02 02:43:26 - mmengine - INFO - Epoch(train) [75][ 900/5005] lr: 3.1862e-02 eta: 6:15:35 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.2892 2022/12/02 02:43:36 - mmengine - INFO - Epoch(train) [75][1000/5005] lr: 3.1838e-02 eta: 6:15:25 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.4048 2022/12/02 02:43:46 - mmengine - INFO - Epoch(train) [75][1100/5005] lr: 3.1814e-02 eta: 6:15:15 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.6224 2022/12/02 02:43:55 - mmengine - INFO - Epoch(train) [75][1200/5005] lr: 3.1789e-02 eta: 6:15:05 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.6551 2022/12/02 02:44:05 - mmengine - INFO - Epoch(train) [75][1300/5005] lr: 3.1765e-02 eta: 6:14:55 time: 0.1031 data_time: 0.0017 memory: 3029 loss: 1.4346 2022/12/02 02:44:15 - mmengine - INFO - Epoch(train) [75][1400/5005] lr: 3.1740e-02 eta: 6:14:45 time: 0.0973 data_time: 0.0017 memory: 3029 loss: 1.1910 2022/12/02 02:44:25 - mmengine - INFO - Epoch(train) [75][1500/5005] lr: 3.1716e-02 eta: 6:14:35 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.5922 2022/12/02 02:44:35 - mmengine - INFO - Epoch(train) [75][1600/5005] lr: 3.1692e-02 eta: 6:14:25 time: 0.1024 data_time: 0.0017 memory: 3029 loss: 1.3692 2022/12/02 02:44:38 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:44:45 - mmengine - INFO - Epoch(train) [75][1700/5005] lr: 3.1667e-02 eta: 6:14:15 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.6922 2022/12/02 02:44:55 - mmengine - INFO - Epoch(train) [75][1800/5005] lr: 3.1643e-02 eta: 6:14:06 time: 0.1023 data_time: 0.0017 memory: 3029 loss: 1.5389 2022/12/02 02:45:05 - mmengine - INFO - Epoch(train) [75][1900/5005] lr: 3.1619e-02 eta: 6:13:56 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.3721 2022/12/02 02:45:15 - mmengine - INFO - Epoch(train) [75][2000/5005] lr: 3.1595e-02 eta: 6:13:46 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.5199 2022/12/02 02:45:24 - mmengine - INFO - Epoch(train) [75][2100/5005] lr: 3.1570e-02 eta: 6:13:36 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.5514 2022/12/02 02:45:34 - mmengine - INFO - Epoch(train) [75][2200/5005] lr: 3.1546e-02 eta: 6:13:25 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.3880 2022/12/02 02:45:44 - mmengine - INFO - Epoch(train) [75][2300/5005] lr: 3.1522e-02 eta: 6:13:15 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.6666 2022/12/02 02:45:54 - mmengine - INFO - Epoch(train) [75][2400/5005] lr: 3.1497e-02 eta: 6:13:05 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.5489 2022/12/02 02:46:04 - mmengine - INFO - Epoch(train) [75][2500/5005] lr: 3.1473e-02 eta: 6:12:55 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4428 2022/12/02 02:46:14 - mmengine - INFO - Epoch(train) [75][2600/5005] lr: 3.1449e-02 eta: 6:12:45 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.4589 2022/12/02 02:46:17 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:46:24 - mmengine - INFO - Epoch(train) [75][2700/5005] lr: 3.1424e-02 eta: 6:12:35 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.5744 2022/12/02 02:46:33 - mmengine - INFO - Epoch(train) [75][2800/5005] lr: 3.1400e-02 eta: 6:12:25 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.4321 2022/12/02 02:46:43 - mmengine - INFO - Epoch(train) [75][2900/5005] lr: 3.1376e-02 eta: 6:12:15 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.6921 2022/12/02 02:46:53 - mmengine - INFO - Epoch(train) [75][3000/5005] lr: 3.1352e-02 eta: 6:12:06 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.6552 2022/12/02 02:47:03 - mmengine - INFO - Epoch(train) [75][3100/5005] lr: 3.1327e-02 eta: 6:11:56 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.3148 2022/12/02 02:47:13 - mmengine - INFO - Epoch(train) [75][3200/5005] lr: 3.1303e-02 eta: 6:11:46 time: 0.0974 data_time: 0.0016 memory: 3029 loss: 1.4418 2022/12/02 02:47:23 - mmengine - INFO - Epoch(train) [75][3300/5005] lr: 3.1279e-02 eta: 6:11:35 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.3121 2022/12/02 02:47:33 - mmengine - INFO - Epoch(train) [75][3400/5005] lr: 3.1255e-02 eta: 6:11:25 time: 0.0974 data_time: 0.0018 memory: 3029 loss: 1.4104 2022/12/02 02:47:43 - mmengine - INFO - Epoch(train) [75][3500/5005] lr: 3.1230e-02 eta: 6:11:15 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.6219 2022/12/02 02:47:53 - mmengine - INFO - Epoch(train) [75][3600/5005] lr: 3.1206e-02 eta: 6:11:05 time: 0.0973 data_time: 0.0017 memory: 3029 loss: 1.4545 2022/12/02 02:47:55 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:48:02 - mmengine - INFO - Epoch(train) [75][3700/5005] lr: 3.1182e-02 eta: 6:10:55 time: 0.1036 data_time: 0.0017 memory: 3029 loss: 1.4425 2022/12/02 02:48:12 - mmengine - INFO - Epoch(train) [75][3800/5005] lr: 3.1158e-02 eta: 6:10:45 time: 0.1010 data_time: 0.0017 memory: 3029 loss: 1.3479 2022/12/02 02:48:22 - mmengine - INFO - Epoch(train) [75][3900/5005] lr: 3.1133e-02 eta: 6:10:35 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4908 2022/12/02 02:48:32 - mmengine - INFO - Epoch(train) [75][4000/5005] lr: 3.1109e-02 eta: 6:10:25 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.3840 2022/12/02 02:48:42 - mmengine - INFO - Epoch(train) [75][4100/5005] lr: 3.1085e-02 eta: 6:10:15 time: 0.0983 data_time: 0.0017 memory: 3029 loss: 1.5419 2022/12/02 02:48:52 - mmengine - INFO - Epoch(train) [75][4200/5005] lr: 3.1061e-02 eta: 6:10:06 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.6002 2022/12/02 02:49:02 - mmengine - INFO - Epoch(train) [75][4300/5005] lr: 3.1037e-02 eta: 6:09:56 time: 0.1023 data_time: 0.0017 memory: 3029 loss: 1.5092 2022/12/02 02:49:12 - mmengine - INFO - Epoch(train) [75][4400/5005] lr: 3.1012e-02 eta: 6:09:46 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.5581 2022/12/02 02:49:22 - mmengine - INFO - Epoch(train) [75][4500/5005] lr: 3.0988e-02 eta: 6:09:36 time: 0.0974 data_time: 0.0016 memory: 3029 loss: 1.3655 2022/12/02 02:49:31 - mmengine - INFO - Epoch(train) [75][4600/5005] lr: 3.0964e-02 eta: 6:09:26 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4339 2022/12/02 02:49:34 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:49:41 - mmengine - INFO - Epoch(train) [75][4700/5005] lr: 3.0940e-02 eta: 6:09:16 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5910 2022/12/02 02:49:51 - mmengine - INFO - Epoch(train) [75][4800/5005] lr: 3.0916e-02 eta: 6:09:06 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.3849 2022/12/02 02:50:01 - mmengine - INFO - Epoch(train) [75][4900/5005] lr: 3.0891e-02 eta: 6:08:56 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.8099 2022/12/02 02:50:11 - mmengine - INFO - Epoch(train) [75][5000/5005] lr: 3.0867e-02 eta: 6:08:46 time: 0.0985 data_time: 0.0027 memory: 3029 loss: 1.4738 2022/12/02 02:50:11 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:50:11 - mmengine - INFO - Saving checkpoint at 75 epochs 2022/12/02 02:50:17 - mmengine - INFO - Epoch(val) [75][100/196] eta: 0:00:03 time: 0.0364 data_time: 0.0176 memory: 3029 2022/12/02 02:50:30 - mmengine - INFO - Epoch(val) [75][196/196] accuracy/top1: 69.0100 accuracy/top5: 89.3660 2022/12/02 02:50:40 - mmengine - INFO - Epoch(train) [76][ 100/5005] lr: 3.0842e-02 eta: 6:08:36 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5310 2022/12/02 02:50:50 - mmengine - INFO - Epoch(train) [76][ 200/5005] lr: 3.0818e-02 eta: 6:08:26 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.3495 2022/12/02 02:51:00 - mmengine - INFO - Epoch(train) [76][ 300/5005] lr: 3.0794e-02 eta: 6:08:16 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3091 2022/12/02 02:51:10 - mmengine - INFO - Epoch(train) [76][ 400/5005] lr: 3.0769e-02 eta: 6:08:06 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.4258 2022/12/02 02:51:19 - mmengine - INFO - Epoch(train) [76][ 500/5005] lr: 3.0745e-02 eta: 6:07:56 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2939 2022/12/02 02:51:29 - mmengine - INFO - Epoch(train) [76][ 600/5005] lr: 3.0721e-02 eta: 6:07:46 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.8021 2022/12/02 02:51:32 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:51:39 - mmengine - INFO - Epoch(train) [76][ 700/5005] lr: 3.0697e-02 eta: 6:07:36 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.4960 2022/12/02 02:51:49 - mmengine - INFO - Epoch(train) [76][ 800/5005] lr: 3.0673e-02 eta: 6:07:26 time: 0.0987 data_time: 0.0018 memory: 3029 loss: 1.4943 2022/12/02 02:51:59 - mmengine - INFO - Epoch(train) [76][ 900/5005] lr: 3.0649e-02 eta: 6:07:16 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.3950 2022/12/02 02:52:09 - mmengine - INFO - Epoch(train) [76][1000/5005] lr: 3.0625e-02 eta: 6:07:07 time: 0.0975 data_time: 0.0019 memory: 3029 loss: 1.5573 2022/12/02 02:52:19 - mmengine - INFO - Epoch(train) [76][1100/5005] lr: 3.0601e-02 eta: 6:06:57 time: 0.0985 data_time: 0.0018 memory: 3029 loss: 1.3607 2022/12/02 02:52:29 - mmengine - INFO - Epoch(train) [76][1200/5005] lr: 3.0576e-02 eta: 6:06:47 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.2904 2022/12/02 02:52:39 - mmengine - INFO - Epoch(train) [76][1300/5005] lr: 3.0552e-02 eta: 6:06:37 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.4351 2022/12/02 02:52:49 - mmengine - INFO - Epoch(train) [76][1400/5005] lr: 3.0528e-02 eta: 6:06:27 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.4686 2022/12/02 02:52:58 - mmengine - INFO - Epoch(train) [76][1500/5005] lr: 3.0504e-02 eta: 6:06:17 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.5639 2022/12/02 02:53:08 - mmengine - INFO - Epoch(train) [76][1600/5005] lr: 3.0480e-02 eta: 6:06:07 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5496 2022/12/02 02:53:11 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:53:18 - mmengine - INFO - Epoch(train) [76][1700/5005] lr: 3.0456e-02 eta: 6:05:57 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.6247 2022/12/02 02:53:28 - mmengine - INFO - Epoch(train) [76][1800/5005] lr: 3.0432e-02 eta: 6:05:47 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.6164 2022/12/02 02:53:38 - mmengine - INFO - Epoch(train) [76][1900/5005] lr: 3.0408e-02 eta: 6:05:37 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.4308 2022/12/02 02:53:48 - mmengine - INFO - Epoch(train) [76][2000/5005] lr: 3.0384e-02 eta: 6:05:27 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.2997 2022/12/02 02:53:58 - mmengine - INFO - Epoch(train) [76][2100/5005] lr: 3.0360e-02 eta: 6:05:17 time: 0.1014 data_time: 0.0017 memory: 3029 loss: 1.1458 2022/12/02 02:54:08 - mmengine - INFO - Epoch(train) [76][2200/5005] lr: 3.0336e-02 eta: 6:05:07 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.3093 2022/12/02 02:54:18 - mmengine - INFO - Epoch(train) [76][2300/5005] lr: 3.0312e-02 eta: 6:04:57 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.2585 2022/12/02 02:54:27 - mmengine - INFO - Epoch(train) [76][2400/5005] lr: 3.0288e-02 eta: 6:04:47 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5002 2022/12/02 02:54:37 - mmengine - INFO - Epoch(train) [76][2500/5005] lr: 3.0264e-02 eta: 6:04:37 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5489 2022/12/02 02:54:47 - mmengine - INFO - Epoch(train) [76][2600/5005] lr: 3.0240e-02 eta: 6:04:27 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.6312 2022/12/02 02:54:50 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:54:57 - mmengine - INFO - Epoch(train) [76][2700/5005] lr: 3.0216e-02 eta: 6:04:17 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.4612 2022/12/02 02:55:07 - mmengine - INFO - Epoch(train) [76][2800/5005] lr: 3.0192e-02 eta: 6:04:07 time: 0.1022 data_time: 0.0017 memory: 3029 loss: 1.4928 2022/12/02 02:55:17 - mmengine - INFO - Epoch(train) [76][2900/5005] lr: 3.0168e-02 eta: 6:03:57 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.5173 2022/12/02 02:55:27 - mmengine - INFO - Epoch(train) [76][3000/5005] lr: 3.0144e-02 eta: 6:03:47 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.3754 2022/12/02 02:55:37 - mmengine - INFO - Epoch(train) [76][3100/5005] lr: 3.0120e-02 eta: 6:03:38 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5325 2022/12/02 02:55:47 - mmengine - INFO - Epoch(train) [76][3200/5005] lr: 3.0096e-02 eta: 6:03:28 time: 0.1038 data_time: 0.0017 memory: 3029 loss: 1.5415 2022/12/02 02:55:56 - mmengine - INFO - Epoch(train) [76][3300/5005] lr: 3.0072e-02 eta: 6:03:18 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4382 2022/12/02 02:56:06 - mmengine - INFO - Epoch(train) [76][3400/5005] lr: 3.0048e-02 eta: 6:03:08 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.4173 2022/12/02 02:56:16 - mmengine - INFO - Epoch(train) [76][3500/5005] lr: 3.0024e-02 eta: 6:02:58 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.3098 2022/12/02 02:56:26 - mmengine - INFO - Epoch(train) [76][3600/5005] lr: 3.0000e-02 eta: 6:02:48 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.6397 2022/12/02 02:56:29 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:56:36 - mmengine - INFO - Epoch(train) [76][3700/5005] lr: 2.9976e-02 eta: 6:02:38 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.4233 2022/12/02 02:56:46 - mmengine - INFO - Epoch(train) [76][3800/5005] lr: 2.9952e-02 eta: 6:02:28 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.3674 2022/12/02 02:56:56 - mmengine - INFO - Epoch(train) [76][3900/5005] lr: 2.9928e-02 eta: 6:02:18 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.3572 2022/12/02 02:57:06 - mmengine - INFO - Epoch(train) [76][4000/5005] lr: 2.9904e-02 eta: 6:02:08 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.5202 2022/12/02 02:57:15 - mmengine - INFO - Epoch(train) [76][4100/5005] lr: 2.9880e-02 eta: 6:01:58 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.3917 2022/12/02 02:57:25 - mmengine - INFO - Epoch(train) [76][4200/5005] lr: 2.9856e-02 eta: 6:01:48 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.2100 2022/12/02 02:57:35 - mmengine - INFO - Epoch(train) [76][4300/5005] lr: 2.9832e-02 eta: 6:01:38 time: 0.0974 data_time: 0.0018 memory: 3029 loss: 1.5176 2022/12/02 02:57:45 - mmengine - INFO - Epoch(train) [76][4400/5005] lr: 2.9808e-02 eta: 6:01:28 time: 0.0974 data_time: 0.0018 memory: 3029 loss: 1.3931 2022/12/02 02:57:55 - mmengine - INFO - Epoch(train) [76][4500/5005] lr: 2.9784e-02 eta: 6:01:19 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.4922 2022/12/02 02:58:05 - mmengine - INFO - Epoch(train) [76][4600/5005] lr: 2.9760e-02 eta: 6:01:09 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.5614 2022/12/02 02:58:07 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:58:15 - mmengine - INFO - Epoch(train) [76][4700/5005] lr: 2.9736e-02 eta: 6:00:59 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5114 2022/12/02 02:58:25 - mmengine - INFO - Epoch(train) [76][4800/5005] lr: 2.9712e-02 eta: 6:00:49 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5544 2022/12/02 02:58:35 - mmengine - INFO - Epoch(train) [76][4900/5005] lr: 2.9688e-02 eta: 6:00:39 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5876 2022/12/02 02:58:44 - mmengine - INFO - Epoch(train) [76][5000/5005] lr: 2.9665e-02 eta: 6:00:29 time: 0.0988 data_time: 0.0027 memory: 3029 loss: 1.4943 2022/12/02 02:58:45 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 02:58:45 - mmengine - INFO - Saving checkpoint at 76 epochs 2022/12/02 02:58:51 - mmengine - INFO - Epoch(val) [76][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0165 memory: 3029 2022/12/02 02:59:04 - mmengine - INFO - Epoch(val) [76][196/196] accuracy/top1: 69.2860 accuracy/top5: 89.2540 2022/12/02 02:59:14 - mmengine - INFO - Epoch(train) [77][ 100/5005] lr: 2.9640e-02 eta: 6:00:19 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.3773 2022/12/02 02:59:24 - mmengine - INFO - Epoch(train) [77][ 200/5005] lr: 2.9616e-02 eta: 6:00:09 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.5501 2022/12/02 02:59:34 - mmengine - INFO - Epoch(train) [77][ 300/5005] lr: 2.9592e-02 eta: 5:59:59 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.4563 2022/12/02 02:59:44 - mmengine - INFO - Epoch(train) [77][ 400/5005] lr: 2.9568e-02 eta: 5:59:49 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5102 2022/12/02 02:59:54 - mmengine - INFO - Epoch(train) [77][ 500/5005] lr: 2.9544e-02 eta: 5:59:39 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.4880 2022/12/02 03:00:03 - mmengine - INFO - Epoch(train) [77][ 600/5005] lr: 2.9520e-02 eta: 5:59:29 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.3691 2022/12/02 03:00:05 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:00:13 - mmengine - INFO - Epoch(train) [77][ 700/5005] lr: 2.9496e-02 eta: 5:59:19 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5389 2022/12/02 03:00:23 - mmengine - INFO - Epoch(train) [77][ 800/5005] lr: 2.9472e-02 eta: 5:59:09 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2060 2022/12/02 03:00:33 - mmengine - INFO - Epoch(train) [77][ 900/5005] lr: 2.9449e-02 eta: 5:58:59 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2940 2022/12/02 03:00:43 - mmengine - INFO - Epoch(train) [77][1000/5005] lr: 2.9425e-02 eta: 5:58:49 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.3785 2022/12/02 03:00:53 - mmengine - INFO - Epoch(train) [77][1100/5005] lr: 2.9401e-02 eta: 5:58:40 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.5049 2022/12/02 03:01:03 - mmengine - INFO - Epoch(train) [77][1200/5005] lr: 2.9377e-02 eta: 5:58:30 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.6389 2022/12/02 03:01:13 - mmengine - INFO - Epoch(train) [77][1300/5005] lr: 2.9353e-02 eta: 5:58:20 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4424 2022/12/02 03:01:23 - mmengine - INFO - Epoch(train) [77][1400/5005] lr: 2.9329e-02 eta: 5:58:10 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.7565 2022/12/02 03:01:32 - mmengine - INFO - Epoch(train) [77][1500/5005] lr: 2.9306e-02 eta: 5:58:00 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.6129 2022/12/02 03:01:42 - mmengine - INFO - Epoch(train) [77][1600/5005] lr: 2.9282e-02 eta: 5:57:50 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.4683 2022/12/02 03:01:44 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:01:52 - mmengine - INFO - Epoch(train) [77][1700/5005] lr: 2.9258e-02 eta: 5:57:40 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4672 2022/12/02 03:02:02 - mmengine - INFO - Epoch(train) [77][1800/5005] lr: 2.9234e-02 eta: 5:57:30 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4382 2022/12/02 03:02:12 - mmengine - INFO - Epoch(train) [77][1900/5005] lr: 2.9210e-02 eta: 5:57:20 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.7042 2022/12/02 03:02:22 - mmengine - INFO - Epoch(train) [77][2000/5005] lr: 2.9187e-02 eta: 5:57:10 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.3460 2022/12/02 03:02:32 - mmengine - INFO - Epoch(train) [77][2100/5005] lr: 2.9163e-02 eta: 5:57:00 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.4627 2022/12/02 03:02:41 - mmengine - INFO - Epoch(train) [77][2200/5005] lr: 2.9139e-02 eta: 5:56:50 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.5412 2022/12/02 03:02:51 - mmengine - INFO - Epoch(train) [77][2300/5005] lr: 2.9115e-02 eta: 5:56:40 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.5430 2022/12/02 03:03:01 - mmengine - INFO - Epoch(train) [77][2400/5005] lr: 2.9092e-02 eta: 5:56:30 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4252 2022/12/02 03:03:11 - mmengine - INFO - Epoch(train) [77][2500/5005] lr: 2.9068e-02 eta: 5:56:20 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.3955 2022/12/02 03:03:21 - mmengine - INFO - Epoch(train) [77][2600/5005] lr: 2.9044e-02 eta: 5:56:10 time: 0.1021 data_time: 0.0017 memory: 3029 loss: 1.5498 2022/12/02 03:03:23 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:03:31 - mmengine - INFO - Epoch(train) [77][2700/5005] lr: 2.9020e-02 eta: 5:56:01 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5888 2022/12/02 03:03:41 - mmengine - INFO - Epoch(train) [77][2800/5005] lr: 2.8997e-02 eta: 5:55:51 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.2844 2022/12/02 03:03:51 - mmengine - INFO - Epoch(train) [77][2900/5005] lr: 2.8973e-02 eta: 5:55:41 time: 0.0973 data_time: 0.0017 memory: 3029 loss: 1.4815 2022/12/02 03:04:01 - mmengine - INFO - Epoch(train) [77][3000/5005] lr: 2.8949e-02 eta: 5:55:31 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.5946 2022/12/02 03:04:10 - mmengine - INFO - Epoch(train) [77][3100/5005] lr: 2.8925e-02 eta: 5:55:21 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.3536 2022/12/02 03:04:20 - mmengine - INFO - Epoch(train) [77][3200/5005] lr: 2.8902e-02 eta: 5:55:11 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.5764 2022/12/02 03:04:30 - mmengine - INFO - Epoch(train) [77][3300/5005] lr: 2.8878e-02 eta: 5:55:01 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5160 2022/12/02 03:04:40 - mmengine - INFO - Epoch(train) [77][3400/5005] lr: 2.8854e-02 eta: 5:54:51 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.4419 2022/12/02 03:04:50 - mmengine - INFO - Epoch(train) [77][3500/5005] lr: 2.8831e-02 eta: 5:54:41 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.5740 2022/12/02 03:05:00 - mmengine - INFO - Epoch(train) [77][3600/5005] lr: 2.8807e-02 eta: 5:54:31 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.4667 2022/12/02 03:05:02 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:05:10 - mmengine - INFO - Epoch(train) [77][3700/5005] lr: 2.8783e-02 eta: 5:54:21 time: 0.0976 data_time: 0.0019 memory: 3029 loss: 1.4439 2022/12/02 03:05:20 - mmengine - INFO - Epoch(train) [77][3800/5005] lr: 2.8760e-02 eta: 5:54:12 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3305 2022/12/02 03:05:30 - mmengine - INFO - Epoch(train) [77][3900/5005] lr: 2.8736e-02 eta: 5:54:02 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4108 2022/12/02 03:05:40 - mmengine - INFO - Epoch(train) [77][4000/5005] lr: 2.8712e-02 eta: 5:53:52 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.4763 2022/12/02 03:05:49 - mmengine - INFO - Epoch(train) [77][4100/5005] lr: 2.8689e-02 eta: 5:53:42 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.3054 2022/12/02 03:05:59 - mmengine - INFO - Epoch(train) [77][4200/5005] lr: 2.8665e-02 eta: 5:53:32 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.4469 2022/12/02 03:06:09 - mmengine - INFO - Epoch(train) [77][4300/5005] lr: 2.8641e-02 eta: 5:53:22 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.2645 2022/12/02 03:06:19 - mmengine - INFO - Epoch(train) [77][4400/5005] lr: 2.8618e-02 eta: 5:53:12 time: 0.0984 data_time: 0.0017 memory: 3029 loss: 1.4642 2022/12/02 03:06:29 - mmengine - INFO - Epoch(train) [77][4500/5005] lr: 2.8594e-02 eta: 5:53:02 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.3841 2022/12/02 03:06:39 - mmengine - INFO - Epoch(train) [77][4600/5005] lr: 2.8570e-02 eta: 5:52:52 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.3070 2022/12/02 03:06:41 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:06:49 - mmengine - INFO - Epoch(train) [77][4700/5005] lr: 2.8547e-02 eta: 5:52:43 time: 0.0982 data_time: 0.0017 memory: 3029 loss: 1.3007 2022/12/02 03:06:59 - mmengine - INFO - Epoch(train) [77][4800/5005] lr: 2.8523e-02 eta: 5:52:33 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.4136 2022/12/02 03:07:09 - mmengine - INFO - Epoch(train) [77][4900/5005] lr: 2.8499e-02 eta: 5:52:23 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.4092 2022/12/02 03:07:18 - mmengine - INFO - Epoch(train) [77][5000/5005] lr: 2.8476e-02 eta: 5:52:13 time: 0.0984 data_time: 0.0027 memory: 3029 loss: 1.6669 2022/12/02 03:07:19 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:07:19 - mmengine - INFO - Saving checkpoint at 77 epochs 2022/12/02 03:07:25 - mmengine - INFO - Epoch(val) [77][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0166 memory: 3029 2022/12/02 03:07:38 - mmengine - INFO - Epoch(val) [77][196/196] accuracy/top1: 69.7780 accuracy/top5: 89.7580 2022/12/02 03:07:48 - mmengine - INFO - Epoch(train) [78][ 100/5005] lr: 2.8451e-02 eta: 5:52:03 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.3637 2022/12/02 03:07:58 - mmengine - INFO - Epoch(train) [78][ 200/5005] lr: 2.8427e-02 eta: 5:51:53 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.4576 2022/12/02 03:08:08 - mmengine - INFO - Epoch(train) [78][ 300/5005] lr: 2.8404e-02 eta: 5:51:43 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.4644 2022/12/02 03:08:17 - mmengine - INFO - Epoch(train) [78][ 400/5005] lr: 2.8380e-02 eta: 5:51:34 time: 0.1030 data_time: 0.0017 memory: 3029 loss: 1.3362 2022/12/02 03:08:27 - mmengine - INFO - Epoch(train) [78][ 500/5005] lr: 2.8357e-02 eta: 5:51:24 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.2872 2022/12/02 03:08:37 - mmengine - INFO - Epoch(train) [78][ 600/5005] lr: 2.8333e-02 eta: 5:51:14 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.3474 2022/12/02 03:08:39 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:08:47 - mmengine - INFO - Epoch(train) [78][ 700/5005] lr: 2.8310e-02 eta: 5:51:04 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.3911 2022/12/02 03:08:57 - mmengine - INFO - Epoch(train) [78][ 800/5005] lr: 2.8286e-02 eta: 5:50:54 time: 0.1042 data_time: 0.0017 memory: 3029 loss: 1.3794 2022/12/02 03:09:07 - mmengine - INFO - Epoch(train) [78][ 900/5005] lr: 2.8262e-02 eta: 5:50:44 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3431 2022/12/02 03:09:17 - mmengine - INFO - Epoch(train) [78][1000/5005] lr: 2.8239e-02 eta: 5:50:34 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 1.1905 2022/12/02 03:09:27 - mmengine - INFO - Epoch(train) [78][1100/5005] lr: 2.8215e-02 eta: 5:50:24 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4746 2022/12/02 03:09:36 - mmengine - INFO - Epoch(train) [78][1200/5005] lr: 2.8192e-02 eta: 5:50:14 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5504 2022/12/02 03:09:46 - mmengine - INFO - Epoch(train) [78][1300/5005] lr: 2.8168e-02 eta: 5:50:05 time: 0.1011 data_time: 0.0018 memory: 3029 loss: 1.2331 2022/12/02 03:09:56 - mmengine - INFO - Epoch(train) [78][1400/5005] lr: 2.8145e-02 eta: 5:49:54 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.4594 2022/12/02 03:10:06 - mmengine - INFO - Epoch(train) [78][1500/5005] lr: 2.8121e-02 eta: 5:49:45 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4521 2022/12/02 03:10:16 - mmengine - INFO - Epoch(train) [78][1600/5005] lr: 2.8098e-02 eta: 5:49:35 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.3471 2022/12/02 03:10:18 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:10:26 - mmengine - INFO - Epoch(train) [78][1700/5005] lr: 2.8074e-02 eta: 5:49:25 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.2920 2022/12/02 03:10:36 - mmengine - INFO - Epoch(train) [78][1800/5005] lr: 2.8051e-02 eta: 5:49:15 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.4600 2022/12/02 03:10:46 - mmengine - INFO - Epoch(train) [78][1900/5005] lr: 2.8027e-02 eta: 5:49:05 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.4269 2022/12/02 03:10:56 - mmengine - INFO - Epoch(train) [78][2000/5005] lr: 2.8004e-02 eta: 5:48:55 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5049 2022/12/02 03:11:06 - mmengine - INFO - Epoch(train) [78][2100/5005] lr: 2.7980e-02 eta: 5:48:45 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.5173 2022/12/02 03:11:15 - mmengine - INFO - Epoch(train) [78][2200/5005] lr: 2.7957e-02 eta: 5:48:35 time: 0.1041 data_time: 0.0018 memory: 3029 loss: 1.3622 2022/12/02 03:11:25 - mmengine - INFO - Epoch(train) [78][2300/5005] lr: 2.7933e-02 eta: 5:48:25 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.5424 2022/12/02 03:11:35 - mmengine - INFO - Epoch(train) [78][2400/5005] lr: 2.7910e-02 eta: 5:48:16 time: 0.0976 data_time: 0.0019 memory: 3029 loss: 1.3374 2022/12/02 03:11:45 - mmengine - INFO - Epoch(train) [78][2500/5005] lr: 2.7886e-02 eta: 5:48:06 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.3524 2022/12/02 03:11:55 - mmengine - INFO - Epoch(train) [78][2600/5005] lr: 2.7863e-02 eta: 5:47:56 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.5548 2022/12/02 03:11:57 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:12:05 - mmengine - INFO - Epoch(train) [78][2700/5005] lr: 2.7839e-02 eta: 5:47:46 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.5566 2022/12/02 03:12:15 - mmengine - INFO - Epoch(train) [78][2800/5005] lr: 2.7816e-02 eta: 5:47:36 time: 0.1011 data_time: 0.0018 memory: 3029 loss: 1.4229 2022/12/02 03:12:25 - mmengine - INFO - Epoch(train) [78][2900/5005] lr: 2.7793e-02 eta: 5:47:26 time: 0.0974 data_time: 0.0018 memory: 3029 loss: 1.5395 2022/12/02 03:12:35 - mmengine - INFO - Epoch(train) [78][3000/5005] lr: 2.7769e-02 eta: 5:47:16 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.3988 2022/12/02 03:12:44 - mmengine - INFO - Epoch(train) [78][3100/5005] lr: 2.7746e-02 eta: 5:47:06 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4035 2022/12/02 03:12:54 - mmengine - INFO - Epoch(train) [78][3200/5005] lr: 2.7722e-02 eta: 5:46:57 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2714 2022/12/02 03:13:04 - mmengine - INFO - Epoch(train) [78][3300/5005] lr: 2.7699e-02 eta: 5:46:47 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4674 2022/12/02 03:13:14 - mmengine - INFO - Epoch(train) [78][3400/5005] lr: 2.7676e-02 eta: 5:46:37 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.4337 2022/12/02 03:13:24 - mmengine - INFO - Epoch(train) [78][3500/5005] lr: 2.7652e-02 eta: 5:46:27 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.5951 2022/12/02 03:13:34 - mmengine - INFO - Epoch(train) [78][3600/5005] lr: 2.7629e-02 eta: 5:46:17 time: 0.1040 data_time: 0.0017 memory: 3029 loss: 1.3334 2022/12/02 03:13:36 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:13:44 - mmengine - INFO - Epoch(train) [78][3700/5005] lr: 2.7605e-02 eta: 5:46:07 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 1.2244 2022/12/02 03:13:54 - mmengine - INFO - Epoch(train) [78][3800/5005] lr: 2.7582e-02 eta: 5:45:57 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.5006 2022/12/02 03:14:04 - mmengine - INFO - Epoch(train) [78][3900/5005] lr: 2.7559e-02 eta: 5:45:48 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.5286 2022/12/02 03:14:14 - mmengine - INFO - Epoch(train) [78][4000/5005] lr: 2.7535e-02 eta: 5:45:38 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.2983 2022/12/02 03:14:24 - mmengine - INFO - Epoch(train) [78][4100/5005] lr: 2.7512e-02 eta: 5:45:28 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.3664 2022/12/02 03:14:33 - mmengine - INFO - Epoch(train) [78][4200/5005] lr: 2.7488e-02 eta: 5:45:18 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5886 2022/12/02 03:14:43 - mmengine - INFO - Epoch(train) [78][4300/5005] lr: 2.7465e-02 eta: 5:45:08 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.4480 2022/12/02 03:14:53 - mmengine - INFO - Epoch(train) [78][4400/5005] lr: 2.7442e-02 eta: 5:44:58 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2785 2022/12/02 03:15:03 - mmengine - INFO - Epoch(train) [78][4500/5005] lr: 2.7418e-02 eta: 5:44:48 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.4030 2022/12/02 03:15:13 - mmengine - INFO - Epoch(train) [78][4600/5005] lr: 2.7395e-02 eta: 5:44:38 time: 0.1008 data_time: 0.0017 memory: 3029 loss: 1.5170 2022/12/02 03:15:14 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:15:23 - mmengine - INFO - Epoch(train) [78][4700/5005] lr: 2.7372e-02 eta: 5:44:29 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.4321 2022/12/02 03:15:33 - mmengine - INFO - Epoch(train) [78][4800/5005] lr: 2.7348e-02 eta: 5:44:19 time: 0.1013 data_time: 0.0018 memory: 3029 loss: 1.4284 2022/12/02 03:15:43 - mmengine - INFO - Epoch(train) [78][4900/5005] lr: 2.7325e-02 eta: 5:44:09 time: 0.0975 data_time: 0.0019 memory: 3029 loss: 1.4511 2022/12/02 03:15:53 - mmengine - INFO - Epoch(train) [78][5000/5005] lr: 2.7302e-02 eta: 5:43:59 time: 0.0987 data_time: 0.0027 memory: 3029 loss: 1.2735 2022/12/02 03:15:53 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:15:53 - mmengine - INFO - Saving checkpoint at 78 epochs 2022/12/02 03:15:59 - mmengine - INFO - Epoch(val) [78][100/196] eta: 0:00:03 time: 0.0378 data_time: 0.0189 memory: 3029 2022/12/02 03:16:11 - mmengine - INFO - Epoch(val) [78][196/196] accuracy/top1: 70.2920 accuracy/top5: 89.6720 2022/12/02 03:16:22 - mmengine - INFO - Epoch(train) [79][ 100/5005] lr: 2.7277e-02 eta: 5:43:49 time: 0.1017 data_time: 0.0017 memory: 3029 loss: 1.2481 2022/12/02 03:16:32 - mmengine - INFO - Epoch(train) [79][ 200/5005] lr: 2.7254e-02 eta: 5:43:39 time: 0.0982 data_time: 0.0017 memory: 3029 loss: 1.1955 2022/12/02 03:16:41 - mmengine - INFO - Epoch(train) [79][ 300/5005] lr: 2.7231e-02 eta: 5:43:29 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3795 2022/12/02 03:16:51 - mmengine - INFO - Epoch(train) [79][ 400/5005] lr: 2.7208e-02 eta: 5:43:20 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3237 2022/12/02 03:17:01 - mmengine - INFO - Epoch(train) [79][ 500/5005] lr: 2.7184e-02 eta: 5:43:10 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.3217 2022/12/02 03:17:11 - mmengine - INFO - Epoch(train) [79][ 600/5005] lr: 2.7161e-02 eta: 5:43:00 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.4117 2022/12/02 03:17:12 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:17:21 - mmengine - INFO - Epoch(train) [79][ 700/5005] lr: 2.7138e-02 eta: 5:42:50 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.4735 2022/12/02 03:17:31 - mmengine - INFO - Epoch(train) [79][ 800/5005] lr: 2.7114e-02 eta: 5:42:40 time: 0.0973 data_time: 0.0017 memory: 3029 loss: 1.4400 2022/12/02 03:17:41 - mmengine - INFO - Epoch(train) [79][ 900/5005] lr: 2.7091e-02 eta: 5:42:30 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5377 2022/12/02 03:17:51 - mmengine - INFO - Epoch(train) [79][1000/5005] lr: 2.7068e-02 eta: 5:42:20 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.2743 2022/12/02 03:18:01 - mmengine - INFO - Epoch(train) [79][1100/5005] lr: 2.7045e-02 eta: 5:42:10 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.2596 2022/12/02 03:18:10 - mmengine - INFO - Epoch(train) [79][1200/5005] lr: 2.7022e-02 eta: 5:42:00 time: 0.0981 data_time: 0.0017 memory: 3029 loss: 1.4130 2022/12/02 03:18:20 - mmengine - INFO - Epoch(train) [79][1300/5005] lr: 2.6998e-02 eta: 5:41:51 time: 0.0983 data_time: 0.0018 memory: 3029 loss: 1.3880 2022/12/02 03:18:30 - mmengine - INFO - Epoch(train) [79][1400/5005] lr: 2.6975e-02 eta: 5:41:41 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4093 2022/12/02 03:18:40 - mmengine - INFO - Epoch(train) [79][1500/5005] lr: 2.6952e-02 eta: 5:41:31 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.5559 2022/12/02 03:18:50 - mmengine - INFO - Epoch(train) [79][1600/5005] lr: 2.6929e-02 eta: 5:41:22 time: 0.1026 data_time: 0.0018 memory: 3029 loss: 1.3385 2022/12/02 03:18:51 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:19:00 - mmengine - INFO - Epoch(train) [79][1700/5005] lr: 2.6905e-02 eta: 5:41:12 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.2319 2022/12/02 03:19:10 - mmengine - INFO - Epoch(train) [79][1800/5005] lr: 2.6882e-02 eta: 5:41:02 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4836 2022/12/02 03:19:20 - mmengine - INFO - Epoch(train) [79][1900/5005] lr: 2.6859e-02 eta: 5:40:52 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5477 2022/12/02 03:19:30 - mmengine - INFO - Epoch(train) [79][2000/5005] lr: 2.6836e-02 eta: 5:40:42 time: 0.0982 data_time: 0.0018 memory: 3029 loss: 1.4746 2022/12/02 03:19:40 - mmengine - INFO - Epoch(train) [79][2100/5005] lr: 2.6813e-02 eta: 5:40:32 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.6345 2022/12/02 03:19:50 - mmengine - INFO - Epoch(train) [79][2200/5005] lr: 2.6790e-02 eta: 5:40:22 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3318 2022/12/02 03:20:00 - mmengine - INFO - Epoch(train) [79][2300/5005] lr: 2.6766e-02 eta: 5:40:12 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3293 2022/12/02 03:20:09 - mmengine - INFO - Epoch(train) [79][2400/5005] lr: 2.6743e-02 eta: 5:40:03 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3804 2022/12/02 03:20:19 - mmengine - INFO - Epoch(train) [79][2500/5005] lr: 2.6720e-02 eta: 5:39:53 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.3899 2022/12/02 03:20:29 - mmengine - INFO - Epoch(train) [79][2600/5005] lr: 2.6697e-02 eta: 5:39:43 time: 0.1026 data_time: 0.0017 memory: 3029 loss: 1.4679 2022/12/02 03:20:30 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:20:39 - mmengine - INFO - Epoch(train) [79][2700/5005] lr: 2.6674e-02 eta: 5:39:33 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.4544 2022/12/02 03:20:49 - mmengine - INFO - Epoch(train) [79][2800/5005] lr: 2.6651e-02 eta: 5:39:24 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.1872 2022/12/02 03:20:59 - mmengine - INFO - Epoch(train) [79][2900/5005] lr: 2.6628e-02 eta: 5:39:14 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.3358 2022/12/02 03:21:09 - mmengine - INFO - Epoch(train) [79][3000/5005] lr: 2.6604e-02 eta: 5:39:04 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3545 2022/12/02 03:21:19 - mmengine - INFO - Epoch(train) [79][3100/5005] lr: 2.6581e-02 eta: 5:38:54 time: 0.0982 data_time: 0.0017 memory: 3029 loss: 1.2080 2022/12/02 03:21:29 - mmengine - INFO - Epoch(train) [79][3200/5005] lr: 2.6558e-02 eta: 5:38:44 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.5745 2022/12/02 03:21:39 - mmengine - INFO - Epoch(train) [79][3300/5005] lr: 2.6535e-02 eta: 5:38:34 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.3838 2022/12/02 03:21:49 - mmengine - INFO - Epoch(train) [79][3400/5005] lr: 2.6512e-02 eta: 5:38:24 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.5879 2022/12/02 03:21:58 - mmengine - INFO - Epoch(train) [79][3500/5005] lr: 2.6489e-02 eta: 5:38:14 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5107 2022/12/02 03:22:08 - mmengine - INFO - Epoch(train) [79][3600/5005] lr: 2.6466e-02 eta: 5:38:05 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3157 2022/12/02 03:22:09 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:22:18 - mmengine - INFO - Epoch(train) [79][3700/5005] lr: 2.6443e-02 eta: 5:37:55 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4692 2022/12/02 03:22:28 - mmengine - INFO - Epoch(train) [79][3800/5005] lr: 2.6420e-02 eta: 5:37:45 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.5648 2022/12/02 03:22:38 - mmengine - INFO - Epoch(train) [79][3900/5005] lr: 2.6397e-02 eta: 5:37:35 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4126 2022/12/02 03:22:48 - mmengine - INFO - Epoch(train) [79][4000/5005] lr: 2.6374e-02 eta: 5:37:25 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4259 2022/12/02 03:22:58 - mmengine - INFO - Epoch(train) [79][4100/5005] lr: 2.6351e-02 eta: 5:37:15 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.4723 2022/12/02 03:23:08 - mmengine - INFO - Epoch(train) [79][4200/5005] lr: 2.6328e-02 eta: 5:37:06 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.3241 2022/12/02 03:23:18 - mmengine - INFO - Epoch(train) [79][4300/5005] lr: 2.6304e-02 eta: 5:36:56 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3786 2022/12/02 03:23:28 - mmengine - INFO - Epoch(train) [79][4400/5005] lr: 2.6281e-02 eta: 5:36:46 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4203 2022/12/02 03:23:37 - mmengine - INFO - Epoch(train) [79][4500/5005] lr: 2.6258e-02 eta: 5:36:36 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2765 2022/12/02 03:23:47 - mmengine - INFO - Epoch(train) [79][4600/5005] lr: 2.6235e-02 eta: 5:36:26 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1752 2022/12/02 03:23:48 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:23:57 - mmengine - INFO - Epoch(train) [79][4700/5005] lr: 2.6212e-02 eta: 5:36:16 time: 0.1005 data_time: 0.0017 memory: 3029 loss: 1.1617 2022/12/02 03:24:07 - mmengine - INFO - Epoch(train) [79][4800/5005] lr: 2.6189e-02 eta: 5:36:06 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.5501 2022/12/02 03:24:17 - mmengine - INFO - Epoch(train) [79][4900/5005] lr: 2.6166e-02 eta: 5:35:56 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.3620 2022/12/02 03:24:27 - mmengine - INFO - Epoch(train) [79][5000/5005] lr: 2.6143e-02 eta: 5:35:47 time: 0.0988 data_time: 0.0027 memory: 3029 loss: 1.4912 2022/12/02 03:24:27 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:24:27 - mmengine - INFO - Saving checkpoint at 79 epochs 2022/12/02 03:24:33 - mmengine - INFO - Epoch(val) [79][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0169 memory: 3029 2022/12/02 03:24:46 - mmengine - INFO - Epoch(val) [79][196/196] accuracy/top1: 70.1260 accuracy/top5: 89.8160 2022/12/02 03:24:56 - mmengine - INFO - Epoch(train) [80][ 100/5005] lr: 2.6119e-02 eta: 5:35:37 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.5370 2022/12/02 03:25:06 - mmengine - INFO - Epoch(train) [80][ 200/5005] lr: 2.6096e-02 eta: 5:35:27 time: 0.1010 data_time: 0.0018 memory: 3029 loss: 1.2783 2022/12/02 03:25:16 - mmengine - INFO - Epoch(train) [80][ 300/5005] lr: 2.6073e-02 eta: 5:35:17 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.4277 2022/12/02 03:25:26 - mmengine - INFO - Epoch(train) [80][ 400/5005] lr: 2.6050e-02 eta: 5:35:07 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3586 2022/12/02 03:25:36 - mmengine - INFO - Epoch(train) [80][ 500/5005] lr: 2.6027e-02 eta: 5:34:58 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.1990 2022/12/02 03:25:46 - mmengine - INFO - Epoch(train) [80][ 600/5005] lr: 2.6005e-02 eta: 5:34:48 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.4618 2022/12/02 03:25:46 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:25:56 - mmengine - INFO - Epoch(train) [80][ 700/5005] lr: 2.5982e-02 eta: 5:34:38 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4011 2022/12/02 03:26:05 - mmengine - INFO - Epoch(train) [80][ 800/5005] lr: 2.5959e-02 eta: 5:34:28 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3277 2022/12/02 03:26:15 - mmengine - INFO - Epoch(train) [80][ 900/5005] lr: 2.5936e-02 eta: 5:34:18 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4072 2022/12/02 03:26:25 - mmengine - INFO - Epoch(train) [80][1000/5005] lr: 2.5913e-02 eta: 5:34:08 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3811 2022/12/02 03:26:35 - mmengine - INFO - Epoch(train) [80][1100/5005] lr: 2.5890e-02 eta: 5:33:58 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4688 2022/12/02 03:26:45 - mmengine - INFO - Epoch(train) [80][1200/5005] lr: 2.5867e-02 eta: 5:33:48 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.5882 2022/12/02 03:26:55 - mmengine - INFO - Epoch(train) [80][1300/5005] lr: 2.5844e-02 eta: 5:33:38 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2704 2022/12/02 03:27:05 - mmengine - INFO - Epoch(train) [80][1400/5005] lr: 2.5821e-02 eta: 5:33:29 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3994 2022/12/02 03:27:15 - mmengine - INFO - Epoch(train) [80][1500/5005] lr: 2.5798e-02 eta: 5:33:19 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.3061 2022/12/02 03:27:25 - mmengine - INFO - Epoch(train) [80][1600/5005] lr: 2.5775e-02 eta: 5:33:09 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.4864 2022/12/02 03:27:25 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:27:35 - mmengine - INFO - Epoch(train) [80][1700/5005] lr: 2.5753e-02 eta: 5:32:59 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.3183 2022/12/02 03:27:45 - mmengine - INFO - Epoch(train) [80][1800/5005] lr: 2.5730e-02 eta: 5:32:50 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.4893 2022/12/02 03:27:55 - mmengine - INFO - Epoch(train) [80][1900/5005] lr: 2.5707e-02 eta: 5:32:40 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4215 2022/12/02 03:28:04 - mmengine - INFO - Epoch(train) [80][2000/5005] lr: 2.5684e-02 eta: 5:32:30 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.4078 2022/12/02 03:28:14 - mmengine - INFO - Epoch(train) [80][2100/5005] lr: 2.5661e-02 eta: 5:32:20 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3610 2022/12/02 03:28:24 - mmengine - INFO - Epoch(train) [80][2200/5005] lr: 2.5638e-02 eta: 5:32:10 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.2513 2022/12/02 03:28:34 - mmengine - INFO - Epoch(train) [80][2300/5005] lr: 2.5615e-02 eta: 5:32:00 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4742 2022/12/02 03:28:44 - mmengine - INFO - Epoch(train) [80][2400/5005] lr: 2.5593e-02 eta: 5:31:50 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4500 2022/12/02 03:28:54 - mmengine - INFO - Epoch(train) [80][2500/5005] lr: 2.5570e-02 eta: 5:31:40 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.3451 2022/12/02 03:29:04 - mmengine - INFO - Epoch(train) [80][2600/5005] lr: 2.5547e-02 eta: 5:31:31 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.6583 2022/12/02 03:29:04 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:29:14 - mmengine - INFO - Epoch(train) [80][2700/5005] lr: 2.5524e-02 eta: 5:31:21 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4991 2022/12/02 03:29:24 - mmengine - INFO - Epoch(train) [80][2800/5005] lr: 2.5501e-02 eta: 5:31:11 time: 0.1034 data_time: 0.0018 memory: 3029 loss: 1.6270 2022/12/02 03:29:34 - mmengine - INFO - Epoch(train) [80][2900/5005] lr: 2.5479e-02 eta: 5:31:01 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.3924 2022/12/02 03:29:44 - mmengine - INFO - Epoch(train) [80][3000/5005] lr: 2.5456e-02 eta: 5:30:51 time: 0.0976 data_time: 0.0019 memory: 3029 loss: 1.4440 2022/12/02 03:29:53 - mmengine - INFO - Epoch(train) [80][3100/5005] lr: 2.5433e-02 eta: 5:30:41 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.5672 2022/12/02 03:30:03 - mmengine - INFO - Epoch(train) [80][3200/5005] lr: 2.5410e-02 eta: 5:30:31 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3644 2022/12/02 03:30:13 - mmengine - INFO - Epoch(train) [80][3300/5005] lr: 2.5387e-02 eta: 5:30:22 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.2686 2022/12/02 03:30:23 - mmengine - INFO - Epoch(train) [80][3400/5005] lr: 2.5365e-02 eta: 5:30:12 time: 0.0974 data_time: 0.0018 memory: 3029 loss: 1.5509 2022/12/02 03:30:33 - mmengine - INFO - Epoch(train) [80][3500/5005] lr: 2.5342e-02 eta: 5:30:02 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.3182 2022/12/02 03:30:43 - mmengine - INFO - Epoch(train) [80][3600/5005] lr: 2.5319e-02 eta: 5:29:52 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2800 2022/12/02 03:30:43 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:30:53 - mmengine - INFO - Epoch(train) [80][3700/5005] lr: 2.5296e-02 eta: 5:29:42 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.2920 2022/12/02 03:31:03 - mmengine - INFO - Epoch(train) [80][3800/5005] lr: 2.5274e-02 eta: 5:29:33 time: 0.0974 data_time: 0.0017 memory: 3029 loss: 1.2355 2022/12/02 03:31:13 - mmengine - INFO - Epoch(train) [80][3900/5005] lr: 2.5251e-02 eta: 5:29:23 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3741 2022/12/02 03:31:23 - mmengine - INFO - Epoch(train) [80][4000/5005] lr: 2.5228e-02 eta: 5:29:13 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2629 2022/12/02 03:31:32 - mmengine - INFO - Epoch(train) [80][4100/5005] lr: 2.5205e-02 eta: 5:29:03 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3082 2022/12/02 03:31:42 - mmengine - INFO - Epoch(train) [80][4200/5005] lr: 2.5183e-02 eta: 5:28:53 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3060 2022/12/02 03:31:52 - mmengine - INFO - Epoch(train) [80][4300/5005] lr: 2.5160e-02 eta: 5:28:43 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2834 2022/12/02 03:32:02 - mmengine - INFO - Epoch(train) [80][4400/5005] lr: 2.5137e-02 eta: 5:28:33 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.3409 2022/12/02 03:32:12 - mmengine - INFO - Epoch(train) [80][4500/5005] lr: 2.5115e-02 eta: 5:28:24 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.5151 2022/12/02 03:32:22 - mmengine - INFO - Epoch(train) [80][4600/5005] lr: 2.5092e-02 eta: 5:28:14 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4394 2022/12/02 03:32:22 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:32:32 - mmengine - INFO - Epoch(train) [80][4700/5005] lr: 2.5069e-02 eta: 5:28:04 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.1414 2022/12/02 03:32:42 - mmengine - INFO - Epoch(train) [80][4800/5005] lr: 2.5047e-02 eta: 5:27:54 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3902 2022/12/02 03:32:52 - mmengine - INFO - Epoch(train) [80][4900/5005] lr: 2.5024e-02 eta: 5:27:44 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2721 2022/12/02 03:33:01 - mmengine - INFO - Epoch(train) [80][5000/5005] lr: 2.5001e-02 eta: 5:27:34 time: 0.0985 data_time: 0.0028 memory: 3029 loss: 1.5563 2022/12/02 03:33:02 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:33:02 - mmengine - INFO - Saving checkpoint at 80 epochs 2022/12/02 03:33:08 - mmengine - INFO - Epoch(val) [80][100/196] eta: 0:00:03 time: 0.0360 data_time: 0.0171 memory: 3029 2022/12/02 03:33:20 - mmengine - INFO - Epoch(val) [80][196/196] accuracy/top1: 70.6560 accuracy/top5: 89.9860 2022/12/02 03:33:30 - mmengine - INFO - Epoch(train) [81][ 100/5005] lr: 2.4978e-02 eta: 5:27:24 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.2357 2022/12/02 03:33:40 - mmengine - INFO - Epoch(train) [81][ 200/5005] lr: 2.4955e-02 eta: 5:27:14 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.4850 2022/12/02 03:33:50 - mmengine - INFO - Epoch(train) [81][ 300/5005] lr: 2.4932e-02 eta: 5:27:04 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3350 2022/12/02 03:34:00 - mmengine - INFO - Epoch(train) [81][ 400/5005] lr: 2.4910e-02 eta: 5:26:54 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4466 2022/12/02 03:34:10 - mmengine - INFO - Epoch(train) [81][ 500/5005] lr: 2.4887e-02 eta: 5:26:44 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.5433 2022/12/02 03:34:20 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:34:20 - mmengine - INFO - Epoch(train) [81][ 600/5005] lr: 2.4864e-02 eta: 5:26:35 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2426 2022/12/02 03:34:30 - mmengine - INFO - Epoch(train) [81][ 700/5005] lr: 2.4842e-02 eta: 5:26:25 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.6108 2022/12/02 03:34:40 - mmengine - INFO - Epoch(train) [81][ 800/5005] lr: 2.4819e-02 eta: 5:26:15 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.5091 2022/12/02 03:34:50 - mmengine - INFO - Epoch(train) [81][ 900/5005] lr: 2.4797e-02 eta: 5:26:05 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.3598 2022/12/02 03:35:00 - mmengine - INFO - Epoch(train) [81][1000/5005] lr: 2.4774e-02 eta: 5:25:55 time: 0.0982 data_time: 0.0018 memory: 3029 loss: 1.3207 2022/12/02 03:35:09 - mmengine - INFO - Epoch(train) [81][1100/5005] lr: 2.4751e-02 eta: 5:25:45 time: 0.0974 data_time: 0.0018 memory: 3029 loss: 1.3928 2022/12/02 03:35:19 - mmengine - INFO - Epoch(train) [81][1200/5005] lr: 2.4729e-02 eta: 5:25:35 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4286 2022/12/02 03:35:29 - mmengine - INFO - Epoch(train) [81][1300/5005] lr: 2.4706e-02 eta: 5:25:26 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.3770 2022/12/02 03:35:39 - mmengine - INFO - Epoch(train) [81][1400/5005] lr: 2.4684e-02 eta: 5:25:16 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4749 2022/12/02 03:35:49 - mmengine - INFO - Epoch(train) [81][1500/5005] lr: 2.4661e-02 eta: 5:25:06 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.6213 2022/12/02 03:35:59 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:35:59 - mmengine - INFO - Epoch(train) [81][1600/5005] lr: 2.4639e-02 eta: 5:24:56 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.4945 2022/12/02 03:36:09 - mmengine - INFO - Epoch(train) [81][1700/5005] lr: 2.4616e-02 eta: 5:24:46 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3383 2022/12/02 03:36:19 - mmengine - INFO - Epoch(train) [81][1800/5005] lr: 2.4594e-02 eta: 5:24:36 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3198 2022/12/02 03:36:29 - mmengine - INFO - Epoch(train) [81][1900/5005] lr: 2.4571e-02 eta: 5:24:27 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.2607 2022/12/02 03:36:39 - mmengine - INFO - Epoch(train) [81][2000/5005] lr: 2.4549e-02 eta: 5:24:17 time: 0.1036 data_time: 0.0018 memory: 3029 loss: 1.2911 2022/12/02 03:36:49 - mmengine - INFO - Epoch(train) [81][2100/5005] lr: 2.4526e-02 eta: 5:24:07 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.5614 2022/12/02 03:36:58 - mmengine - INFO - Epoch(train) [81][2200/5005] lr: 2.4504e-02 eta: 5:23:57 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3710 2022/12/02 03:37:08 - mmengine - INFO - Epoch(train) [81][2300/5005] lr: 2.4481e-02 eta: 5:23:47 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3838 2022/12/02 03:37:18 - mmengine - INFO - Epoch(train) [81][2400/5005] lr: 2.4459e-02 eta: 5:23:37 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.5156 2022/12/02 03:37:28 - mmengine - INFO - Epoch(train) [81][2500/5005] lr: 2.4436e-02 eta: 5:23:28 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3876 2022/12/02 03:37:38 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:37:38 - mmengine - INFO - Epoch(train) [81][2600/5005] lr: 2.4414e-02 eta: 5:23:18 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 1.3947 2022/12/02 03:37:48 - mmengine - INFO - Epoch(train) [81][2700/5005] lr: 2.4391e-02 eta: 5:23:08 time: 0.1050 data_time: 0.0018 memory: 3029 loss: 1.3105 2022/12/02 03:37:58 - mmengine - INFO - Epoch(train) [81][2800/5005] lr: 2.4369e-02 eta: 5:22:58 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.3720 2022/12/02 03:38:08 - mmengine - INFO - Epoch(train) [81][2900/5005] lr: 2.4346e-02 eta: 5:22:48 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.2496 2022/12/02 03:38:18 - mmengine - INFO - Epoch(train) [81][3000/5005] lr: 2.4324e-02 eta: 5:22:38 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.7114 2022/12/02 03:38:28 - mmengine - INFO - Epoch(train) [81][3100/5005] lr: 2.4301e-02 eta: 5:22:29 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3556 2022/12/02 03:38:38 - mmengine - INFO - Epoch(train) [81][3200/5005] lr: 2.4279e-02 eta: 5:22:19 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3968 2022/12/02 03:38:48 - mmengine - INFO - Epoch(train) [81][3300/5005] lr: 2.4257e-02 eta: 5:22:09 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.4515 2022/12/02 03:38:57 - mmengine - INFO - Epoch(train) [81][3400/5005] lr: 2.4234e-02 eta: 5:21:59 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.3427 2022/12/02 03:39:07 - mmengine - INFO - Epoch(train) [81][3500/5005] lr: 2.4212e-02 eta: 5:21:49 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4350 2022/12/02 03:39:17 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:39:17 - mmengine - INFO - Epoch(train) [81][3600/5005] lr: 2.4189e-02 eta: 5:21:39 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4801 2022/12/02 03:39:27 - mmengine - INFO - Epoch(train) [81][3700/5005] lr: 2.4167e-02 eta: 5:21:30 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3703 2022/12/02 03:39:37 - mmengine - INFO - Epoch(train) [81][3800/5005] lr: 2.4145e-02 eta: 5:21:20 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.5167 2022/12/02 03:39:47 - mmengine - INFO - Epoch(train) [81][3900/5005] lr: 2.4122e-02 eta: 5:21:10 time: 0.1036 data_time: 0.0018 memory: 3029 loss: 1.4377 2022/12/02 03:39:57 - mmengine - INFO - Epoch(train) [81][4000/5005] lr: 2.4100e-02 eta: 5:21:00 time: 0.0983 data_time: 0.0018 memory: 3029 loss: 1.4955 2022/12/02 03:40:07 - mmengine - INFO - Epoch(train) [81][4100/5005] lr: 2.4077e-02 eta: 5:20:50 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3420 2022/12/02 03:40:17 - mmengine - INFO - Epoch(train) [81][4200/5005] lr: 2.4055e-02 eta: 5:20:40 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4987 2022/12/02 03:40:27 - mmengine - INFO - Epoch(train) [81][4300/5005] lr: 2.4033e-02 eta: 5:20:31 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4311 2022/12/02 03:40:37 - mmengine - INFO - Epoch(train) [81][4400/5005] lr: 2.4010e-02 eta: 5:20:21 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.3562 2022/12/02 03:40:46 - mmengine - INFO - Epoch(train) [81][4500/5005] lr: 2.3988e-02 eta: 5:20:11 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2379 2022/12/02 03:40:56 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:40:56 - mmengine - INFO - Epoch(train) [81][4600/5005] lr: 2.3966e-02 eta: 5:20:01 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4229 2022/12/02 03:41:06 - mmengine - INFO - Epoch(train) [81][4700/5005] lr: 2.3943e-02 eta: 5:19:51 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.4966 2022/12/02 03:41:16 - mmengine - INFO - Epoch(train) [81][4800/5005] lr: 2.3921e-02 eta: 5:19:41 time: 0.1020 data_time: 0.0018 memory: 3029 loss: 1.4089 2022/12/02 03:41:26 - mmengine - INFO - Epoch(train) [81][4900/5005] lr: 2.3899e-02 eta: 5:19:31 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4159 2022/12/02 03:41:36 - mmengine - INFO - Epoch(train) [81][5000/5005] lr: 2.3876e-02 eta: 5:19:22 time: 0.0992 data_time: 0.0028 memory: 3029 loss: 1.3886 2022/12/02 03:41:36 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:41:36 - mmengine - INFO - Saving checkpoint at 81 epochs 2022/12/02 03:41:42 - mmengine - INFO - Epoch(val) [81][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0167 memory: 3029 2022/12/02 03:41:55 - mmengine - INFO - Epoch(val) [81][196/196] accuracy/top1: 70.8020 accuracy/top5: 90.1060 2022/12/02 03:42:05 - mmengine - INFO - Epoch(train) [82][ 100/5005] lr: 2.3853e-02 eta: 5:19:12 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.2712 2022/12/02 03:42:15 - mmengine - INFO - Epoch(train) [82][ 200/5005] lr: 2.3831e-02 eta: 5:19:02 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.2994 2022/12/02 03:42:25 - mmengine - INFO - Epoch(train) [82][ 300/5005] lr: 2.3808e-02 eta: 5:18:52 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3900 2022/12/02 03:42:35 - mmengine - INFO - Epoch(train) [82][ 400/5005] lr: 2.3786e-02 eta: 5:18:42 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.5511 2022/12/02 03:42:45 - mmengine - INFO - Epoch(train) [82][ 500/5005] lr: 2.3764e-02 eta: 5:18:33 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3211 2022/12/02 03:42:54 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:42:55 - mmengine - INFO - Epoch(train) [82][ 600/5005] lr: 2.3742e-02 eta: 5:18:23 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3932 2022/12/02 03:43:04 - mmengine - INFO - Epoch(train) [82][ 700/5005] lr: 2.3719e-02 eta: 5:18:13 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.4891 2022/12/02 03:43:15 - mmengine - INFO - Epoch(train) [82][ 800/5005] lr: 2.3697e-02 eta: 5:18:03 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3495 2022/12/02 03:43:24 - mmengine - INFO - Epoch(train) [82][ 900/5005] lr: 2.3675e-02 eta: 5:17:53 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2340 2022/12/02 03:43:34 - mmengine - INFO - Epoch(train) [82][1000/5005] lr: 2.3653e-02 eta: 5:17:43 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.4329 2022/12/02 03:43:44 - mmengine - INFO - Epoch(train) [82][1100/5005] lr: 2.3630e-02 eta: 5:17:34 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.4549 2022/12/02 03:43:54 - mmengine - INFO - Epoch(train) [82][1200/5005] lr: 2.3608e-02 eta: 5:17:24 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.4420 2022/12/02 03:44:04 - mmengine - INFO - Epoch(train) [82][1300/5005] lr: 2.3586e-02 eta: 5:17:14 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4393 2022/12/02 03:44:14 - mmengine - INFO - Epoch(train) [82][1400/5005] lr: 2.3564e-02 eta: 5:17:04 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2076 2022/12/02 03:44:24 - mmengine - INFO - Epoch(train) [82][1500/5005] lr: 2.3542e-02 eta: 5:16:54 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2352 2022/12/02 03:44:33 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:44:34 - mmengine - INFO - Epoch(train) [82][1600/5005] lr: 2.3519e-02 eta: 5:16:45 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.5440 2022/12/02 03:44:44 - mmengine - INFO - Epoch(train) [82][1700/5005] lr: 2.3497e-02 eta: 5:16:35 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.5321 2022/12/02 03:44:54 - mmengine - INFO - Epoch(train) [82][1800/5005] lr: 2.3475e-02 eta: 5:16:25 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.4067 2022/12/02 03:45:03 - mmengine - INFO - Epoch(train) [82][1900/5005] lr: 2.3453e-02 eta: 5:16:15 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4251 2022/12/02 03:45:13 - mmengine - INFO - Epoch(train) [82][2000/5005] lr: 2.3431e-02 eta: 5:16:05 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.6040 2022/12/02 03:45:23 - mmengine - INFO - Epoch(train) [82][2100/5005] lr: 2.3409e-02 eta: 5:15:55 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4801 2022/12/02 03:45:33 - mmengine - INFO - Epoch(train) [82][2200/5005] lr: 2.3386e-02 eta: 5:15:46 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.4978 2022/12/02 03:45:43 - mmengine - INFO - Epoch(train) [82][2300/5005] lr: 2.3364e-02 eta: 5:15:36 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.3201 2022/12/02 03:45:53 - mmengine - INFO - Epoch(train) [82][2400/5005] lr: 2.3342e-02 eta: 5:15:26 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4038 2022/12/02 03:46:03 - mmengine - INFO - Epoch(train) [82][2500/5005] lr: 2.3320e-02 eta: 5:15:16 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3670 2022/12/02 03:46:12 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:46:13 - mmengine - INFO - Epoch(train) [82][2600/5005] lr: 2.3298e-02 eta: 5:15:06 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2837 2022/12/02 03:46:23 - mmengine - INFO - Epoch(train) [82][2700/5005] lr: 2.3276e-02 eta: 5:14:56 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4681 2022/12/02 03:46:33 - mmengine - INFO - Epoch(train) [82][2800/5005] lr: 2.3254e-02 eta: 5:14:46 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4160 2022/12/02 03:46:43 - mmengine - INFO - Epoch(train) [82][2900/5005] lr: 2.3232e-02 eta: 5:14:37 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3445 2022/12/02 03:46:52 - mmengine - INFO - Epoch(train) [82][3000/5005] lr: 2.3210e-02 eta: 5:14:27 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.4463 2022/12/02 03:47:02 - mmengine - INFO - Epoch(train) [82][3100/5005] lr: 2.3187e-02 eta: 5:14:17 time: 0.0976 data_time: 0.0019 memory: 3029 loss: 1.3081 2022/12/02 03:47:12 - mmengine - INFO - Epoch(train) [82][3200/5005] lr: 2.3165e-02 eta: 5:14:07 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.2765 2022/12/02 03:47:22 - mmengine - INFO - Epoch(train) [82][3300/5005] lr: 2.3143e-02 eta: 5:13:57 time: 0.0979 data_time: 0.0020 memory: 3029 loss: 1.3580 2022/12/02 03:47:32 - mmengine - INFO - Epoch(train) [82][3400/5005] lr: 2.3121e-02 eta: 5:13:48 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.2846 2022/12/02 03:47:42 - mmengine - INFO - Epoch(train) [82][3500/5005] lr: 2.3099e-02 eta: 5:13:38 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.5030 2022/12/02 03:47:52 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:47:52 - mmengine - INFO - Epoch(train) [82][3600/5005] lr: 2.3077e-02 eta: 5:13:28 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4639 2022/12/02 03:48:02 - mmengine - INFO - Epoch(train) [82][3700/5005] lr: 2.3055e-02 eta: 5:13:18 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.4103 2022/12/02 03:48:12 - mmengine - INFO - Epoch(train) [82][3800/5005] lr: 2.3033e-02 eta: 5:13:08 time: 0.1025 data_time: 0.0018 memory: 3029 loss: 1.4111 2022/12/02 03:48:22 - mmengine - INFO - Epoch(train) [82][3900/5005] lr: 2.3011e-02 eta: 5:12:59 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.5861 2022/12/02 03:48:32 - mmengine - INFO - Epoch(train) [82][4000/5005] lr: 2.2989e-02 eta: 5:12:49 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.3527 2022/12/02 03:48:42 - mmengine - INFO - Epoch(train) [82][4100/5005] lr: 2.2967e-02 eta: 5:12:39 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.3370 2022/12/02 03:48:52 - mmengine - INFO - Epoch(train) [82][4200/5005] lr: 2.2945e-02 eta: 5:12:29 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.2127 2022/12/02 03:49:01 - mmengine - INFO - Epoch(train) [82][4300/5005] lr: 2.2923e-02 eta: 5:12:19 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2471 2022/12/02 03:49:11 - mmengine - INFO - Epoch(train) [82][4400/5005] lr: 2.2901e-02 eta: 5:12:09 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.4766 2022/12/02 03:49:21 - mmengine - INFO - Epoch(train) [82][4500/5005] lr: 2.2879e-02 eta: 5:12:00 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.4381 2022/12/02 03:49:31 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:49:31 - mmengine - INFO - Epoch(train) [82][4600/5005] lr: 2.2857e-02 eta: 5:11:50 time: 0.0981 data_time: 0.0020 memory: 3029 loss: 1.3218 2022/12/02 03:49:41 - mmengine - INFO - Epoch(train) [82][4700/5005] lr: 2.2835e-02 eta: 5:11:40 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.1289 2022/12/02 03:49:51 - mmengine - INFO - Epoch(train) [82][4800/5005] lr: 2.2813e-02 eta: 5:11:30 time: 0.1035 data_time: 0.0018 memory: 3029 loss: 1.3567 2022/12/02 03:50:01 - mmengine - INFO - Epoch(train) [82][4900/5005] lr: 2.2791e-02 eta: 5:11:20 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.3004 2022/12/02 03:50:11 - mmengine - INFO - Epoch(train) [82][5000/5005] lr: 2.2769e-02 eta: 5:11:11 time: 0.0987 data_time: 0.0027 memory: 3029 loss: 1.3982 2022/12/02 03:50:11 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:50:11 - mmengine - INFO - Saving checkpoint at 82 epochs 2022/12/02 03:50:17 - mmengine - INFO - Epoch(val) [82][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0169 memory: 3029 2022/12/02 03:50:30 - mmengine - INFO - Epoch(val) [82][196/196] accuracy/top1: 70.7660 accuracy/top5: 90.3120 2022/12/02 03:50:40 - mmengine - INFO - Epoch(train) [83][ 100/5005] lr: 2.2746e-02 eta: 5:11:01 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.2643 2022/12/02 03:50:50 - mmengine - INFO - Epoch(train) [83][ 200/5005] lr: 2.2724e-02 eta: 5:10:51 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.3936 2022/12/02 03:51:00 - mmengine - INFO - Epoch(train) [83][ 300/5005] lr: 2.2702e-02 eta: 5:10:41 time: 0.1020 data_time: 0.0019 memory: 3029 loss: 1.5176 2022/12/02 03:51:10 - mmengine - INFO - Epoch(train) [83][ 400/5005] lr: 2.2681e-02 eta: 5:10:31 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2716 2022/12/02 03:51:20 - mmengine - INFO - Epoch(train) [83][ 500/5005] lr: 2.2659e-02 eta: 5:10:21 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3842 2022/12/02 03:51:29 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:51:30 - mmengine - INFO - Epoch(train) [83][ 600/5005] lr: 2.2637e-02 eta: 5:10:12 time: 0.1038 data_time: 0.0018 memory: 3029 loss: 1.4525 2022/12/02 03:51:40 - mmengine - INFO - Epoch(train) [83][ 700/5005] lr: 2.2615e-02 eta: 5:10:02 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.2307 2022/12/02 03:51:50 - mmengine - INFO - Epoch(train) [83][ 800/5005] lr: 2.2593e-02 eta: 5:09:52 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.4450 2022/12/02 03:52:00 - mmengine - INFO - Epoch(train) [83][ 900/5005] lr: 2.2571e-02 eta: 5:09:42 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.4940 2022/12/02 03:52:09 - mmengine - INFO - Epoch(train) [83][1000/5005] lr: 2.2549e-02 eta: 5:09:32 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3771 2022/12/02 03:52:19 - mmengine - INFO - Epoch(train) [83][1100/5005] lr: 2.2527e-02 eta: 5:09:22 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3616 2022/12/02 03:52:29 - mmengine - INFO - Epoch(train) [83][1200/5005] lr: 2.2506e-02 eta: 5:09:12 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.4628 2022/12/02 03:52:39 - mmengine - INFO - Epoch(train) [83][1300/5005] lr: 2.2484e-02 eta: 5:09:03 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.3119 2022/12/02 03:52:49 - mmengine - INFO - Epoch(train) [83][1400/5005] lr: 2.2462e-02 eta: 5:08:53 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3399 2022/12/02 03:52:59 - mmengine - INFO - Epoch(train) [83][1500/5005] lr: 2.2440e-02 eta: 5:08:43 time: 0.0976 data_time: 0.0019 memory: 3029 loss: 1.2218 2022/12/02 03:53:08 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:53:09 - mmengine - INFO - Epoch(train) [83][1600/5005] lr: 2.2418e-02 eta: 5:08:33 time: 0.0977 data_time: 0.0020 memory: 3029 loss: 1.1638 2022/12/02 03:53:19 - mmengine - INFO - Epoch(train) [83][1700/5005] lr: 2.2396e-02 eta: 5:08:24 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.5078 2022/12/02 03:53:29 - mmengine - INFO - Epoch(train) [83][1800/5005] lr: 2.2375e-02 eta: 5:08:14 time: 0.0982 data_time: 0.0018 memory: 3029 loss: 1.3018 2022/12/02 03:53:39 - mmengine - INFO - Epoch(train) [83][1900/5005] lr: 2.2353e-02 eta: 5:08:04 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3154 2022/12/02 03:53:49 - mmengine - INFO - Epoch(train) [83][2000/5005] lr: 2.2331e-02 eta: 5:07:54 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.4402 2022/12/02 03:53:59 - mmengine - INFO - Epoch(train) [83][2100/5005] lr: 2.2309e-02 eta: 5:07:44 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1598 2022/12/02 03:54:09 - mmengine - INFO - Epoch(train) [83][2200/5005] lr: 2.2288e-02 eta: 5:07:34 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2912 2022/12/02 03:54:18 - mmengine - INFO - Epoch(train) [83][2300/5005] lr: 2.2266e-02 eta: 5:07:25 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.2793 2022/12/02 03:54:28 - mmengine - INFO - Epoch(train) [83][2400/5005] lr: 2.2244e-02 eta: 5:07:15 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2608 2022/12/02 03:54:38 - mmengine - INFO - Epoch(train) [83][2500/5005] lr: 2.2222e-02 eta: 5:07:05 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.4683 2022/12/02 03:54:47 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:54:48 - mmengine - INFO - Epoch(train) [83][2600/5005] lr: 2.2201e-02 eta: 5:06:55 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.3610 2022/12/02 03:54:58 - mmengine - INFO - Epoch(train) [83][2700/5005] lr: 2.2179e-02 eta: 5:06:46 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.4435 2022/12/02 03:55:08 - mmengine - INFO - Epoch(train) [83][2800/5005] lr: 2.2157e-02 eta: 5:06:36 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.3485 2022/12/02 03:55:18 - mmengine - INFO - Epoch(train) [83][2900/5005] lr: 2.2135e-02 eta: 5:06:26 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2534 2022/12/02 03:55:28 - mmengine - INFO - Epoch(train) [83][3000/5005] lr: 2.2114e-02 eta: 5:06:16 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4320 2022/12/02 03:55:38 - mmengine - INFO - Epoch(train) [83][3100/5005] lr: 2.2092e-02 eta: 5:06:06 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.5771 2022/12/02 03:55:48 - mmengine - INFO - Epoch(train) [83][3200/5005] lr: 2.2070e-02 eta: 5:05:56 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4829 2022/12/02 03:55:58 - mmengine - INFO - Epoch(train) [83][3300/5005] lr: 2.2049e-02 eta: 5:05:46 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.2681 2022/12/02 03:56:08 - mmengine - INFO - Epoch(train) [83][3400/5005] lr: 2.2027e-02 eta: 5:05:37 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.2793 2022/12/02 03:56:18 - mmengine - INFO - Epoch(train) [83][3500/5005] lr: 2.2005e-02 eta: 5:05:27 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4335 2022/12/02 03:56:26 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:56:27 - mmengine - INFO - Epoch(train) [83][3600/5005] lr: 2.1984e-02 eta: 5:05:17 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.3450 2022/12/02 03:56:37 - mmengine - INFO - Epoch(train) [83][3700/5005] lr: 2.1962e-02 eta: 5:05:07 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.2960 2022/12/02 03:56:47 - mmengine - INFO - Epoch(train) [83][3800/5005] lr: 2.1940e-02 eta: 5:04:57 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3174 2022/12/02 03:56:57 - mmengine - INFO - Epoch(train) [83][3900/5005] lr: 2.1919e-02 eta: 5:04:48 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.4686 2022/12/02 03:57:07 - mmengine - INFO - Epoch(train) [83][4000/5005] lr: 2.1897e-02 eta: 5:04:38 time: 0.0986 data_time: 0.0018 memory: 3029 loss: 1.1546 2022/12/02 03:57:17 - mmengine - INFO - Epoch(train) [83][4100/5005] lr: 2.1875e-02 eta: 5:04:28 time: 0.0975 data_time: 0.0019 memory: 3029 loss: 1.4622 2022/12/02 03:57:27 - mmengine - INFO - Epoch(train) [83][4200/5005] lr: 2.1854e-02 eta: 5:04:18 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.3809 2022/12/02 03:57:37 - mmengine - INFO - Epoch(train) [83][4300/5005] lr: 2.1832e-02 eta: 5:04:08 time: 0.1045 data_time: 0.0018 memory: 3029 loss: 1.4115 2022/12/02 03:57:47 - mmengine - INFO - Epoch(train) [83][4400/5005] lr: 2.1810e-02 eta: 5:03:59 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3701 2022/12/02 03:57:57 - mmengine - INFO - Epoch(train) [83][4500/5005] lr: 2.1789e-02 eta: 5:03:49 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.5201 2022/12/02 03:58:06 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:58:07 - mmengine - INFO - Epoch(train) [83][4600/5005] lr: 2.1767e-02 eta: 5:03:39 time: 0.1017 data_time: 0.0018 memory: 3029 loss: 1.2915 2022/12/02 03:58:17 - mmengine - INFO - Epoch(train) [83][4700/5005] lr: 2.1746e-02 eta: 5:03:29 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2649 2022/12/02 03:58:27 - mmengine - INFO - Epoch(train) [83][4800/5005] lr: 2.1724e-02 eta: 5:03:19 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4741 2022/12/02 03:58:37 - mmengine - INFO - Epoch(train) [83][4900/5005] lr: 2.1703e-02 eta: 5:03:09 time: 0.1029 data_time: 0.0018 memory: 3029 loss: 1.4612 2022/12/02 03:58:46 - mmengine - INFO - Epoch(train) [83][5000/5005] lr: 2.1681e-02 eta: 5:03:00 time: 0.0986 data_time: 0.0028 memory: 3029 loss: 1.2423 2022/12/02 03:58:47 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 03:58:47 - mmengine - INFO - Saving checkpoint at 83 epochs 2022/12/02 03:58:53 - mmengine - INFO - Epoch(val) [83][100/196] eta: 0:00:03 time: 0.0390 data_time: 0.0202 memory: 3029 2022/12/02 03:59:05 - mmengine - INFO - Epoch(val) [83][196/196] accuracy/top1: 71.2320 accuracy/top5: 90.3240 2022/12/02 03:59:16 - mmengine - INFO - Epoch(train) [84][ 100/5005] lr: 2.1658e-02 eta: 5:02:50 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.3691 2022/12/02 03:59:25 - mmengine - INFO - Epoch(train) [84][ 200/5005] lr: 2.1637e-02 eta: 5:02:40 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.2720 2022/12/02 03:59:35 - mmengine - INFO - Epoch(train) [84][ 300/5005] lr: 2.1615e-02 eta: 5:02:30 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.0921 2022/12/02 03:59:45 - mmengine - INFO - Epoch(train) [84][ 400/5005] lr: 2.1594e-02 eta: 5:02:20 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1728 2022/12/02 03:59:55 - mmengine - INFO - Epoch(train) [84][ 500/5005] lr: 2.1572e-02 eta: 5:02:10 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.1826 2022/12/02 04:00:04 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:00:05 - mmengine - INFO - Epoch(train) [84][ 600/5005] lr: 2.1551e-02 eta: 5:02:01 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2141 2022/12/02 04:00:15 - mmengine - INFO - Epoch(train) [84][ 700/5005] lr: 2.1529e-02 eta: 5:01:51 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3150 2022/12/02 04:00:25 - mmengine - INFO - Epoch(train) [84][ 800/5005] lr: 2.1508e-02 eta: 5:01:41 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.5616 2022/12/02 04:00:35 - mmengine - INFO - Epoch(train) [84][ 900/5005] lr: 2.1486e-02 eta: 5:01:31 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2140 2022/12/02 04:00:45 - mmengine - INFO - Epoch(train) [84][1000/5005] lr: 2.1465e-02 eta: 5:01:21 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3179 2022/12/02 04:00:55 - mmengine - INFO - Epoch(train) [84][1100/5005] lr: 2.1443e-02 eta: 5:01:11 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.2872 2022/12/02 04:01:05 - mmengine - INFO - Epoch(train) [84][1200/5005] lr: 2.1422e-02 eta: 5:01:02 time: 0.1027 data_time: 0.0019 memory: 3029 loss: 1.4374 2022/12/02 04:01:15 - mmengine - INFO - Epoch(train) [84][1300/5005] lr: 2.1400e-02 eta: 5:00:52 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.1002 2022/12/02 04:01:24 - mmengine - INFO - Epoch(train) [84][1400/5005] lr: 2.1379e-02 eta: 5:00:42 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4925 2022/12/02 04:01:34 - mmengine - INFO - Epoch(train) [84][1500/5005] lr: 2.1357e-02 eta: 5:00:32 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.1836 2022/12/02 04:01:43 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:01:44 - mmengine - INFO - Epoch(train) [84][1600/5005] lr: 2.1336e-02 eta: 5:00:22 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.3641 2022/12/02 04:01:54 - mmengine - INFO - Epoch(train) [84][1700/5005] lr: 2.1315e-02 eta: 5:00:13 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.3843 2022/12/02 04:02:04 - mmengine - INFO - Epoch(train) [84][1800/5005] lr: 2.1293e-02 eta: 5:00:03 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4282 2022/12/02 04:02:14 - mmengine - INFO - Epoch(train) [84][1900/5005] lr: 2.1272e-02 eta: 4:59:53 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.1770 2022/12/02 04:02:24 - mmengine - INFO - Epoch(train) [84][2000/5005] lr: 2.1250e-02 eta: 4:59:43 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3042 2022/12/02 04:02:34 - mmengine - INFO - Epoch(train) [84][2100/5005] lr: 2.1229e-02 eta: 4:59:33 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.3717 2022/12/02 04:02:44 - mmengine - INFO - Epoch(train) [84][2200/5005] lr: 2.1208e-02 eta: 4:59:23 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4601 2022/12/02 04:02:54 - mmengine - INFO - Epoch(train) [84][2300/5005] lr: 2.1186e-02 eta: 4:59:14 time: 0.0983 data_time: 0.0018 memory: 3029 loss: 1.3475 2022/12/02 04:03:04 - mmengine - INFO - Epoch(train) [84][2400/5005] lr: 2.1165e-02 eta: 4:59:04 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.4947 2022/12/02 04:03:14 - mmengine - INFO - Epoch(train) [84][2500/5005] lr: 2.1143e-02 eta: 4:58:54 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2617 2022/12/02 04:03:22 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:03:24 - mmengine - INFO - Epoch(train) [84][2600/5005] lr: 2.1122e-02 eta: 4:58:44 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.3484 2022/12/02 04:03:33 - mmengine - INFO - Epoch(train) [84][2700/5005] lr: 2.1101e-02 eta: 4:58:34 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.2664 2022/12/02 04:03:43 - mmengine - INFO - Epoch(train) [84][2800/5005] lr: 2.1079e-02 eta: 4:58:25 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.4253 2022/12/02 04:03:53 - mmengine - INFO - Epoch(train) [84][2900/5005] lr: 2.1058e-02 eta: 4:58:15 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3630 2022/12/02 04:04:03 - mmengine - INFO - Epoch(train) [84][3000/5005] lr: 2.1037e-02 eta: 4:58:05 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.4071 2022/12/02 04:04:13 - mmengine - INFO - Epoch(train) [84][3100/5005] lr: 2.1015e-02 eta: 4:57:55 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2924 2022/12/02 04:04:23 - mmengine - INFO - Epoch(train) [84][3200/5005] lr: 2.0994e-02 eta: 4:57:46 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4834 2022/12/02 04:04:33 - mmengine - INFO - Epoch(train) [84][3300/5005] lr: 2.0973e-02 eta: 4:57:36 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.2722 2022/12/02 04:04:43 - mmengine - INFO - Epoch(train) [84][3400/5005] lr: 2.0952e-02 eta: 4:57:26 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4628 2022/12/02 04:04:53 - mmengine - INFO - Epoch(train) [84][3500/5005] lr: 2.0930e-02 eta: 4:57:16 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3759 2022/12/02 04:05:01 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:05:03 - mmengine - INFO - Epoch(train) [84][3600/5005] lr: 2.0909e-02 eta: 4:57:06 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2423 2022/12/02 04:05:13 - mmengine - INFO - Epoch(train) [84][3700/5005] lr: 2.0888e-02 eta: 4:56:56 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4855 2022/12/02 04:05:23 - mmengine - INFO - Epoch(train) [84][3800/5005] lr: 2.0866e-02 eta: 4:56:47 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.3691 2022/12/02 04:05:33 - mmengine - INFO - Epoch(train) [84][3900/5005] lr: 2.0845e-02 eta: 4:56:37 time: 0.0986 data_time: 0.0018 memory: 3029 loss: 1.2879 2022/12/02 04:05:42 - mmengine - INFO - Epoch(train) [84][4000/5005] lr: 2.0824e-02 eta: 4:56:27 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3215 2022/12/02 04:05:52 - mmengine - INFO - Epoch(train) [84][4100/5005] lr: 2.0803e-02 eta: 4:56:17 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 1.2435 2022/12/02 04:06:02 - mmengine - INFO - Epoch(train) [84][4200/5005] lr: 2.0782e-02 eta: 4:56:08 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3438 2022/12/02 04:06:12 - mmengine - INFO - Epoch(train) [84][4300/5005] lr: 2.0760e-02 eta: 4:55:58 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.3705 2022/12/02 04:06:22 - mmengine - INFO - Epoch(train) [84][4400/5005] lr: 2.0739e-02 eta: 4:55:48 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.3400 2022/12/02 04:06:32 - mmengine - INFO - Epoch(train) [84][4500/5005] lr: 2.0718e-02 eta: 4:55:38 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3842 2022/12/02 04:06:41 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:06:42 - mmengine - INFO - Epoch(train) [84][4600/5005] lr: 2.0697e-02 eta: 4:55:28 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.3035 2022/12/02 04:06:52 - mmengine - INFO - Epoch(train) [84][4700/5005] lr: 2.0676e-02 eta: 4:55:19 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4019 2022/12/02 04:07:02 - mmengine - INFO - Epoch(train) [84][4800/5005] lr: 2.0654e-02 eta: 4:55:09 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3867 2022/12/02 04:07:12 - mmengine - INFO - Epoch(train) [84][4900/5005] lr: 2.0633e-02 eta: 4:54:59 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2047 2022/12/02 04:07:22 - mmengine - INFO - Epoch(train) [84][5000/5005] lr: 2.0612e-02 eta: 4:54:49 time: 0.0990 data_time: 0.0021 memory: 3029 loss: 1.4645 2022/12/02 04:07:22 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:07:22 - mmengine - INFO - Saving checkpoint at 84 epochs 2022/12/02 04:07:28 - mmengine - INFO - Epoch(val) [84][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0165 memory: 3029 2022/12/02 04:07:41 - mmengine - INFO - Epoch(val) [84][196/196] accuracy/top1: 71.3880 accuracy/top5: 90.7000 2022/12/02 04:07:51 - mmengine - INFO - Epoch(train) [85][ 100/5005] lr: 2.0590e-02 eta: 4:54:39 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.1261 2022/12/02 04:08:01 - mmengine - INFO - Epoch(train) [85][ 200/5005] lr: 2.0569e-02 eta: 4:54:29 time: 0.0987 data_time: 0.0018 memory: 3029 loss: 1.4600 2022/12/02 04:08:11 - mmengine - INFO - Epoch(train) [85][ 300/5005] lr: 2.0548e-02 eta: 4:54:20 time: 0.0982 data_time: 0.0018 memory: 3029 loss: 1.3545 2022/12/02 04:08:21 - mmengine - INFO - Epoch(train) [85][ 400/5005] lr: 2.0526e-02 eta: 4:54:10 time: 0.0987 data_time: 0.0018 memory: 3029 loss: 1.3165 2022/12/02 04:08:31 - mmengine - INFO - Epoch(train) [85][ 500/5005] lr: 2.0505e-02 eta: 4:54:00 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3632 2022/12/02 04:08:39 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:08:41 - mmengine - INFO - Epoch(train) [85][ 600/5005] lr: 2.0484e-02 eta: 4:53:50 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3049 2022/12/02 04:08:51 - mmengine - INFO - Epoch(train) [85][ 700/5005] lr: 2.0463e-02 eta: 4:53:40 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3986 2022/12/02 04:09:01 - mmengine - INFO - Epoch(train) [85][ 800/5005] lr: 2.0442e-02 eta: 4:53:31 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3518 2022/12/02 04:09:10 - mmengine - INFO - Epoch(train) [85][ 900/5005] lr: 2.0421e-02 eta: 4:53:21 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.3238 2022/12/02 04:09:20 - mmengine - INFO - Epoch(train) [85][1000/5005] lr: 2.0400e-02 eta: 4:53:11 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.3186 2022/12/02 04:09:30 - mmengine - INFO - Epoch(train) [85][1100/5005] lr: 2.0379e-02 eta: 4:53:01 time: 0.0978 data_time: 0.0020 memory: 3029 loss: 1.3329 2022/12/02 04:09:40 - mmengine - INFO - Epoch(train) [85][1200/5005] lr: 2.0358e-02 eta: 4:52:51 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2254 2022/12/02 04:09:50 - mmengine - INFO - Epoch(train) [85][1300/5005] lr: 2.0337e-02 eta: 4:52:41 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.4078 2022/12/02 04:10:00 - mmengine - INFO - Epoch(train) [85][1400/5005] lr: 2.0316e-02 eta: 4:52:32 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.3094 2022/12/02 04:10:10 - mmengine - INFO - Epoch(train) [85][1500/5005] lr: 2.0294e-02 eta: 4:52:22 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2402 2022/12/02 04:10:18 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:10:20 - mmengine - INFO - Epoch(train) [85][1600/5005] lr: 2.0273e-02 eta: 4:52:12 time: 0.0988 data_time: 0.0018 memory: 3029 loss: 1.3229 2022/12/02 04:10:30 - mmengine - INFO - Epoch(train) [85][1700/5005] lr: 2.0252e-02 eta: 4:52:02 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.5997 2022/12/02 04:10:40 - mmengine - INFO - Epoch(train) [85][1800/5005] lr: 2.0231e-02 eta: 4:51:53 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3240 2022/12/02 04:10:50 - mmengine - INFO - Epoch(train) [85][1900/5005] lr: 2.0210e-02 eta: 4:51:43 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.3639 2022/12/02 04:11:00 - mmengine - INFO - Epoch(train) [85][2000/5005] lr: 2.0189e-02 eta: 4:51:33 time: 0.1032 data_time: 0.0018 memory: 3029 loss: 1.2355 2022/12/02 04:11:10 - mmengine - INFO - Epoch(train) [85][2100/5005] lr: 2.0168e-02 eta: 4:51:23 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.1508 2022/12/02 04:11:20 - mmengine - INFO - Epoch(train) [85][2200/5005] lr: 2.0147e-02 eta: 4:51:13 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2245 2022/12/02 04:11:29 - mmengine - INFO - Epoch(train) [85][2300/5005] lr: 2.0126e-02 eta: 4:51:03 time: 0.1005 data_time: 0.0019 memory: 3029 loss: 1.2222 2022/12/02 04:11:39 - mmengine - INFO - Epoch(train) [85][2400/5005] lr: 2.0105e-02 eta: 4:50:54 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.2153 2022/12/02 04:11:49 - mmengine - INFO - Epoch(train) [85][2500/5005] lr: 2.0085e-02 eta: 4:50:44 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4121 2022/12/02 04:11:57 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:11:59 - mmengine - INFO - Epoch(train) [85][2600/5005] lr: 2.0064e-02 eta: 4:50:34 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.2113 2022/12/02 04:12:09 - mmengine - INFO - Epoch(train) [85][2700/5005] lr: 2.0043e-02 eta: 4:50:24 time: 0.0983 data_time: 0.0018 memory: 3029 loss: 1.4019 2022/12/02 04:12:19 - mmengine - INFO - Epoch(train) [85][2800/5005] lr: 2.0022e-02 eta: 4:50:14 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.2548 2022/12/02 04:12:29 - mmengine - INFO - Epoch(train) [85][2900/5005] lr: 2.0001e-02 eta: 4:50:05 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3439 2022/12/02 04:12:39 - mmengine - INFO - Epoch(train) [85][3000/5005] lr: 1.9980e-02 eta: 4:49:55 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3396 2022/12/02 04:12:49 - mmengine - INFO - Epoch(train) [85][3100/5005] lr: 1.9959e-02 eta: 4:49:45 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.3597 2022/12/02 04:12:59 - mmengine - INFO - Epoch(train) [85][3200/5005] lr: 1.9938e-02 eta: 4:49:35 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3356 2022/12/02 04:13:09 - mmengine - INFO - Epoch(train) [85][3300/5005] lr: 1.9917e-02 eta: 4:49:25 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4585 2022/12/02 04:13:19 - mmengine - INFO - Epoch(train) [85][3400/5005] lr: 1.9896e-02 eta: 4:49:16 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.1677 2022/12/02 04:13:29 - mmengine - INFO - Epoch(train) [85][3500/5005] lr: 1.9875e-02 eta: 4:49:06 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3105 2022/12/02 04:13:37 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:13:39 - mmengine - INFO - Epoch(train) [85][3600/5005] lr: 1.9854e-02 eta: 4:48:56 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.2919 2022/12/02 04:13:49 - mmengine - INFO - Epoch(train) [85][3700/5005] lr: 1.9834e-02 eta: 4:48:46 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.4291 2022/12/02 04:13:58 - mmengine - INFO - Epoch(train) [85][3800/5005] lr: 1.9813e-02 eta: 4:48:36 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.3285 2022/12/02 04:14:08 - mmengine - INFO - Epoch(train) [85][3900/5005] lr: 1.9792e-02 eta: 4:48:27 time: 0.0980 data_time: 0.0017 memory: 3029 loss: 1.4511 2022/12/02 04:14:18 - mmengine - INFO - Epoch(train) [85][4000/5005] lr: 1.9771e-02 eta: 4:48:17 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 1.4671 2022/12/02 04:14:28 - mmengine - INFO - Epoch(train) [85][4100/5005] lr: 1.9750e-02 eta: 4:48:07 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.3286 2022/12/02 04:14:38 - mmengine - INFO - Epoch(train) [85][4200/5005] lr: 1.9729e-02 eta: 4:47:57 time: 0.1042 data_time: 0.0018 memory: 3029 loss: 1.3994 2022/12/02 04:14:48 - mmengine - INFO - Epoch(train) [85][4300/5005] lr: 1.9709e-02 eta: 4:47:47 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2211 2022/12/02 04:14:58 - mmengine - INFO - Epoch(train) [85][4400/5005] lr: 1.9688e-02 eta: 4:47:37 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2679 2022/12/02 04:15:08 - mmengine - INFO - Epoch(train) [85][4500/5005] lr: 1.9667e-02 eta: 4:47:28 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.3044 2022/12/02 04:15:16 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:15:18 - mmengine - INFO - Epoch(train) [85][4600/5005] lr: 1.9646e-02 eta: 4:47:18 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.4189 2022/12/02 04:15:28 - mmengine - INFO - Epoch(train) [85][4700/5005] lr: 1.9625e-02 eta: 4:47:08 time: 0.0983 data_time: 0.0018 memory: 3029 loss: 1.3686 2022/12/02 04:15:38 - mmengine - INFO - Epoch(train) [85][4800/5005] lr: 1.9605e-02 eta: 4:46:58 time: 0.1043 data_time: 0.0018 memory: 3029 loss: 1.3053 2022/12/02 04:15:48 - mmengine - INFO - Epoch(train) [85][4900/5005] lr: 1.9584e-02 eta: 4:46:49 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.1984 2022/12/02 04:15:58 - mmengine - INFO - Epoch(train) [85][5000/5005] lr: 1.9563e-02 eta: 4:46:39 time: 0.0988 data_time: 0.0028 memory: 3029 loss: 1.2897 2022/12/02 04:15:58 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:15:58 - mmengine - INFO - Saving checkpoint at 85 epochs 2022/12/02 04:16:04 - mmengine - INFO - Epoch(val) [85][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0169 memory: 3029 2022/12/02 04:16:17 - mmengine - INFO - Epoch(val) [85][196/196] accuracy/top1: 71.7060 accuracy/top5: 90.9260 2022/12/02 04:16:27 - mmengine - INFO - Epoch(train) [86][ 100/5005] lr: 1.9541e-02 eta: 4:46:29 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.3218 2022/12/02 04:16:37 - mmengine - INFO - Epoch(train) [86][ 200/5005] lr: 1.9521e-02 eta: 4:46:19 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.2535 2022/12/02 04:16:47 - mmengine - INFO - Epoch(train) [86][ 300/5005] lr: 1.9500e-02 eta: 4:46:09 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.5025 2022/12/02 04:16:57 - mmengine - INFO - Epoch(train) [86][ 400/5005] lr: 1.9479e-02 eta: 4:46:00 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3342 2022/12/02 04:17:07 - mmengine - INFO - Epoch(train) [86][ 500/5005] lr: 1.9458e-02 eta: 4:45:50 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.4553 2022/12/02 04:17:14 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:17:17 - mmengine - INFO - Epoch(train) [86][ 600/5005] lr: 1.9438e-02 eta: 4:45:40 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.1522 2022/12/02 04:17:27 - mmengine - INFO - Epoch(train) [86][ 700/5005] lr: 1.9417e-02 eta: 4:45:30 time: 0.1032 data_time: 0.0018 memory: 3029 loss: 1.1277 2022/12/02 04:17:36 - mmengine - INFO - Epoch(train) [86][ 800/5005] lr: 1.9396e-02 eta: 4:45:20 time: 0.0990 data_time: 0.0018 memory: 3029 loss: 1.3279 2022/12/02 04:17:46 - mmengine - INFO - Epoch(train) [86][ 900/5005] lr: 1.9376e-02 eta: 4:45:11 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.2133 2022/12/02 04:17:56 - mmengine - INFO - Epoch(train) [86][1000/5005] lr: 1.9355e-02 eta: 4:45:01 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.2040 2022/12/02 04:18:06 - mmengine - INFO - Epoch(train) [86][1100/5005] lr: 1.9334e-02 eta: 4:44:51 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.1384 2022/12/02 04:18:16 - mmengine - INFO - Epoch(train) [86][1200/5005] lr: 1.9314e-02 eta: 4:44:41 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.3332 2022/12/02 04:18:26 - mmengine - INFO - Epoch(train) [86][1300/5005] lr: 1.9293e-02 eta: 4:44:31 time: 0.1034 data_time: 0.0019 memory: 3029 loss: 1.3194 2022/12/02 04:18:36 - mmengine - INFO - Epoch(train) [86][1400/5005] lr: 1.9272e-02 eta: 4:44:22 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.3444 2022/12/02 04:18:46 - mmengine - INFO - Epoch(train) [86][1500/5005] lr: 1.9252e-02 eta: 4:44:12 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.5556 2022/12/02 04:18:53 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:18:56 - mmengine - INFO - Epoch(train) [86][1600/5005] lr: 1.9231e-02 eta: 4:44:02 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.2301 2022/12/02 04:19:06 - mmengine - INFO - Epoch(train) [86][1700/5005] lr: 1.9211e-02 eta: 4:43:52 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.1589 2022/12/02 04:19:16 - mmengine - INFO - Epoch(train) [86][1800/5005] lr: 1.9190e-02 eta: 4:43:42 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2216 2022/12/02 04:19:26 - mmengine - INFO - Epoch(train) [86][1900/5005] lr: 1.9169e-02 eta: 4:43:33 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.2794 2022/12/02 04:19:36 - mmengine - INFO - Epoch(train) [86][2000/5005] lr: 1.9149e-02 eta: 4:43:23 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.3809 2022/12/02 04:19:46 - mmengine - INFO - Epoch(train) [86][2100/5005] lr: 1.9128e-02 eta: 4:43:13 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.2716 2022/12/02 04:19:55 - mmengine - INFO - Epoch(train) [86][2200/5005] lr: 1.9108e-02 eta: 4:43:03 time: 0.0982 data_time: 0.0018 memory: 3029 loss: 1.2024 2022/12/02 04:20:05 - mmengine - INFO - Epoch(train) [86][2300/5005] lr: 1.9087e-02 eta: 4:42:53 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.4442 2022/12/02 04:20:15 - mmengine - INFO - Epoch(train) [86][2400/5005] lr: 1.9067e-02 eta: 4:42:43 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.1721 2022/12/02 04:20:25 - mmengine - INFO - Epoch(train) [86][2500/5005] lr: 1.9046e-02 eta: 4:42:33 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 1.3819 2022/12/02 04:20:33 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:20:35 - mmengine - INFO - Epoch(train) [86][2600/5005] lr: 1.9025e-02 eta: 4:42:24 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.4282 2022/12/02 04:20:45 - mmengine - INFO - Epoch(train) [86][2700/5005] lr: 1.9005e-02 eta: 4:42:14 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.2932 2022/12/02 04:20:55 - mmengine - INFO - Epoch(train) [86][2800/5005] lr: 1.8984e-02 eta: 4:42:04 time: 0.0982 data_time: 0.0018 memory: 3029 loss: 1.2735 2022/12/02 04:21:05 - mmengine - INFO - Epoch(train) [86][2900/5005] lr: 1.8964e-02 eta: 4:41:54 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.2532 2022/12/02 04:21:15 - mmengine - INFO - Epoch(train) [86][3000/5005] lr: 1.8943e-02 eta: 4:41:45 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.6031 2022/12/02 04:21:25 - mmengine - INFO - Epoch(train) [86][3100/5005] lr: 1.8923e-02 eta: 4:41:35 time: 0.0996 data_time: 0.0019 memory: 3029 loss: 1.0886 2022/12/02 04:21:35 - mmengine - INFO - Epoch(train) [86][3200/5005] lr: 1.8902e-02 eta: 4:41:25 time: 0.0986 data_time: 0.0018 memory: 3029 loss: 1.1819 2022/12/02 04:21:45 - mmengine - INFO - Epoch(train) [86][3300/5005] lr: 1.8882e-02 eta: 4:41:15 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 1.2576 2022/12/02 04:21:55 - mmengine - INFO - Epoch(train) [86][3400/5005] lr: 1.8862e-02 eta: 4:41:05 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2542 2022/12/02 04:22:05 - mmengine - INFO - Epoch(train) [86][3500/5005] lr: 1.8841e-02 eta: 4:40:56 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3002 2022/12/02 04:22:12 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:22:15 - mmengine - INFO - Epoch(train) [86][3600/5005] lr: 1.8821e-02 eta: 4:40:46 time: 0.0990 data_time: 0.0019 memory: 3029 loss: 1.2193 2022/12/02 04:22:24 - mmengine - INFO - Epoch(train) [86][3700/5005] lr: 1.8800e-02 eta: 4:40:36 time: 0.0989 data_time: 0.0018 memory: 3029 loss: 1.3926 2022/12/02 04:22:34 - mmengine - INFO - Epoch(train) [86][3800/5005] lr: 1.8780e-02 eta: 4:40:26 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.0692 2022/12/02 04:22:45 - mmengine - INFO - Epoch(train) [86][3900/5005] lr: 1.8759e-02 eta: 4:40:17 time: 0.1029 data_time: 0.0018 memory: 3029 loss: 1.2917 2022/12/02 04:22:54 - mmengine - INFO - Epoch(train) [86][4000/5005] lr: 1.8739e-02 eta: 4:40:07 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.3338 2022/12/02 04:23:04 - mmengine - INFO - Epoch(train) [86][4100/5005] lr: 1.8718e-02 eta: 4:39:57 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 1.2969 2022/12/02 04:23:14 - mmengine - INFO - Epoch(train) [86][4200/5005] lr: 1.8698e-02 eta: 4:39:47 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.2439 2022/12/02 04:23:24 - mmengine - INFO - Epoch(train) [86][4300/5005] lr: 1.8678e-02 eta: 4:39:37 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.4415 2022/12/02 04:23:34 - mmengine - INFO - Epoch(train) [86][4400/5005] lr: 1.8657e-02 eta: 4:39:28 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.1446 2022/12/02 04:23:44 - mmengine - INFO - Epoch(train) [86][4500/5005] lr: 1.8637e-02 eta: 4:39:18 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1980 2022/12/02 04:23:52 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:23:54 - mmengine - INFO - Epoch(train) [86][4600/5005] lr: 1.8617e-02 eta: 4:39:08 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2676 2022/12/02 04:24:04 - mmengine - INFO - Epoch(train) [86][4700/5005] lr: 1.8596e-02 eta: 4:38:58 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.1569 2022/12/02 04:24:14 - mmengine - INFO - Epoch(train) [86][4800/5005] lr: 1.8576e-02 eta: 4:38:48 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.3669 2022/12/02 04:24:24 - mmengine - INFO - Epoch(train) [86][4900/5005] lr: 1.8556e-02 eta: 4:38:38 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.2002 2022/12/02 04:24:34 - mmengine - INFO - Epoch(train) [86][5000/5005] lr: 1.8535e-02 eta: 4:38:28 time: 0.0989 data_time: 0.0028 memory: 3029 loss: 1.2320 2022/12/02 04:24:34 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:24:34 - mmengine - INFO - Saving checkpoint at 86 epochs 2022/12/02 04:24:40 - mmengine - INFO - Epoch(val) [86][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0165 memory: 3029 2022/12/02 04:24:53 - mmengine - INFO - Epoch(val) [86][196/196] accuracy/top1: 71.7060 accuracy/top5: 90.7340 2022/12/02 04:25:03 - mmengine - INFO - Epoch(train) [87][ 100/5005] lr: 1.8514e-02 eta: 4:38:18 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1613 2022/12/02 04:25:13 - mmengine - INFO - Epoch(train) [87][ 200/5005] lr: 1.8494e-02 eta: 4:38:09 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.1817 2022/12/02 04:25:23 - mmengine - INFO - Epoch(train) [87][ 300/5005] lr: 1.8473e-02 eta: 4:37:59 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.0746 2022/12/02 04:25:32 - mmengine - INFO - Epoch(train) [87][ 400/5005] lr: 1.8453e-02 eta: 4:37:49 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2199 2022/12/02 04:25:42 - mmengine - INFO - Epoch(train) [87][ 500/5005] lr: 1.8433e-02 eta: 4:37:39 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.3008 2022/12/02 04:25:49 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:25:52 - mmengine - INFO - Epoch(train) [87][ 600/5005] lr: 1.8412e-02 eta: 4:37:29 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.2272 2022/12/02 04:26:02 - mmengine - INFO - Epoch(train) [87][ 700/5005] lr: 1.8392e-02 eta: 4:37:20 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.3960 2022/12/02 04:26:12 - mmengine - INFO - Epoch(train) [87][ 800/5005] lr: 1.8372e-02 eta: 4:37:10 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3716 2022/12/02 04:26:22 - mmengine - INFO - Epoch(train) [87][ 900/5005] lr: 1.8352e-02 eta: 4:37:00 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.2834 2022/12/02 04:26:32 - mmengine - INFO - Epoch(train) [87][1000/5005] lr: 1.8331e-02 eta: 4:36:50 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.3102 2022/12/02 04:26:42 - mmengine - INFO - Epoch(train) [87][1100/5005] lr: 1.8311e-02 eta: 4:36:40 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 1.1552 2022/12/02 04:26:52 - mmengine - INFO - Epoch(train) [87][1200/5005] lr: 1.8291e-02 eta: 4:36:31 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.3098 2022/12/02 04:27:02 - mmengine - INFO - Epoch(train) [87][1300/5005] lr: 1.8271e-02 eta: 4:36:21 time: 0.0988 data_time: 0.0018 memory: 3029 loss: 1.5075 2022/12/02 04:27:12 - mmengine - INFO - Epoch(train) [87][1400/5005] lr: 1.8250e-02 eta: 4:36:11 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.3997 2022/12/02 04:27:22 - mmengine - INFO - Epoch(train) [87][1500/5005] lr: 1.8230e-02 eta: 4:36:01 time: 0.0976 data_time: 0.0019 memory: 3029 loss: 1.3703 2022/12/02 04:27:29 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:27:32 - mmengine - INFO - Epoch(train) [87][1600/5005] lr: 1.8210e-02 eta: 4:35:51 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.6301 2022/12/02 04:27:42 - mmengine - INFO - Epoch(train) [87][1700/5005] lr: 1.8190e-02 eta: 4:35:41 time: 0.0981 data_time: 0.0020 memory: 3029 loss: 1.2707 2022/12/02 04:27:52 - mmengine - INFO - Epoch(train) [87][1800/5005] lr: 1.8170e-02 eta: 4:35:32 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.2056 2022/12/02 04:28:02 - mmengine - INFO - Epoch(train) [87][1900/5005] lr: 1.8150e-02 eta: 4:35:22 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3049 2022/12/02 04:28:12 - mmengine - INFO - Epoch(train) [87][2000/5005] lr: 1.8129e-02 eta: 4:35:12 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.2300 2022/12/02 04:28:21 - mmengine - INFO - Epoch(train) [87][2100/5005] lr: 1.8109e-02 eta: 4:35:02 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.3727 2022/12/02 04:28:31 - mmengine - INFO - Epoch(train) [87][2200/5005] lr: 1.8089e-02 eta: 4:34:53 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.4583 2022/12/02 04:28:41 - mmengine - INFO - Epoch(train) [87][2300/5005] lr: 1.8069e-02 eta: 4:34:43 time: 0.1048 data_time: 0.0019 memory: 3029 loss: 1.3348 2022/12/02 04:28:51 - mmengine - INFO - Epoch(train) [87][2400/5005] lr: 1.8049e-02 eta: 4:34:33 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.3653 2022/12/02 04:29:01 - mmengine - INFO - Epoch(train) [87][2500/5005] lr: 1.8029e-02 eta: 4:34:23 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1875 2022/12/02 04:29:08 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:29:11 - mmengine - INFO - Epoch(train) [87][2600/5005] lr: 1.8009e-02 eta: 4:34:13 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.2451 2022/12/02 04:29:21 - mmengine - INFO - Epoch(train) [87][2700/5005] lr: 1.7989e-02 eta: 4:34:04 time: 0.0983 data_time: 0.0018 memory: 3029 loss: 1.3182 2022/12/02 04:29:31 - mmengine - INFO - Epoch(train) [87][2800/5005] lr: 1.7968e-02 eta: 4:33:54 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.3207 2022/12/02 04:29:41 - mmengine - INFO - Epoch(train) [87][2900/5005] lr: 1.7948e-02 eta: 4:33:44 time: 0.0992 data_time: 0.0019 memory: 3029 loss: 1.3602 2022/12/02 04:29:51 - mmengine - INFO - Epoch(train) [87][3000/5005] lr: 1.7928e-02 eta: 4:33:34 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.3030 2022/12/02 04:30:01 - mmengine - INFO - Epoch(train) [87][3100/5005] lr: 1.7908e-02 eta: 4:33:24 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.2611 2022/12/02 04:30:11 - mmengine - INFO - Epoch(train) [87][3200/5005] lr: 1.7888e-02 eta: 4:33:15 time: 0.0983 data_time: 0.0018 memory: 3029 loss: 1.3035 2022/12/02 04:30:21 - mmengine - INFO - Epoch(train) [87][3300/5005] lr: 1.7868e-02 eta: 4:33:05 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3302 2022/12/02 04:30:31 - mmengine - INFO - Epoch(train) [87][3400/5005] lr: 1.7848e-02 eta: 4:32:55 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.2602 2022/12/02 04:30:41 - mmengine - INFO - Epoch(train) [87][3500/5005] lr: 1.7828e-02 eta: 4:32:45 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.5331 2022/12/02 04:30:48 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:30:51 - mmengine - INFO - Epoch(train) [87][3600/5005] lr: 1.7808e-02 eta: 4:32:36 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.4099 2022/12/02 04:31:01 - mmengine - INFO - Epoch(train) [87][3700/5005] lr: 1.7788e-02 eta: 4:32:26 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.3941 2022/12/02 04:31:11 - mmengine - INFO - Epoch(train) [87][3800/5005] lr: 1.7768e-02 eta: 4:32:16 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.3856 2022/12/02 04:31:20 - mmengine - INFO - Epoch(train) [87][3900/5005] lr: 1.7748e-02 eta: 4:32:06 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.3425 2022/12/02 04:31:30 - mmengine - INFO - Epoch(train) [87][4000/5005] lr: 1.7728e-02 eta: 4:31:56 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2539 2022/12/02 04:31:40 - mmengine - INFO - Epoch(train) [87][4100/5005] lr: 1.7708e-02 eta: 4:31:46 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.3154 2022/12/02 04:31:50 - mmengine - INFO - Epoch(train) [87][4200/5005] lr: 1.7688e-02 eta: 4:31:37 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1766 2022/12/02 04:32:00 - mmengine - INFO - Epoch(train) [87][4300/5005] lr: 1.7668e-02 eta: 4:31:27 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.4333 2022/12/02 04:32:10 - mmengine - INFO - Epoch(train) [87][4400/5005] lr: 1.7648e-02 eta: 4:31:17 time: 0.1033 data_time: 0.0019 memory: 3029 loss: 1.2576 2022/12/02 04:32:20 - mmengine - INFO - Epoch(train) [87][4500/5005] lr: 1.7628e-02 eta: 4:31:07 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.2181 2022/12/02 04:32:27 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:32:30 - mmengine - INFO - Epoch(train) [87][4600/5005] lr: 1.7608e-02 eta: 4:30:58 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 1.2562 2022/12/02 04:32:40 - mmengine - INFO - Epoch(train) [87][4700/5005] lr: 1.7588e-02 eta: 4:30:48 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.1727 2022/12/02 04:32:50 - mmengine - INFO - Epoch(train) [87][4800/5005] lr: 1.7569e-02 eta: 4:30:38 time: 0.1055 data_time: 0.0019 memory: 3029 loss: 1.3579 2022/12/02 04:33:00 - mmengine - INFO - Epoch(train) [87][4900/5005] lr: 1.7549e-02 eta: 4:30:28 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.4679 2022/12/02 04:33:10 - mmengine - INFO - Epoch(train) [87][5000/5005] lr: 1.7529e-02 eta: 4:30:18 time: 0.0988 data_time: 0.0027 memory: 3029 loss: 1.2171 2022/12/02 04:33:10 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:33:10 - mmengine - INFO - Saving checkpoint at 87 epochs 2022/12/02 04:33:16 - mmengine - INFO - Epoch(val) [87][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0165 memory: 3029 2022/12/02 04:33:29 - mmengine - INFO - Epoch(val) [87][196/196] accuracy/top1: 72.2540 accuracy/top5: 91.1540 2022/12/02 04:33:39 - mmengine - INFO - Epoch(train) [88][ 100/5005] lr: 1.7508e-02 eta: 4:30:08 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 1.0281 2022/12/02 04:33:49 - mmengine - INFO - Epoch(train) [88][ 200/5005] lr: 1.7488e-02 eta: 4:29:59 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.1108 2022/12/02 04:33:59 - mmengine - INFO - Epoch(train) [88][ 300/5005] lr: 1.7468e-02 eta: 4:29:49 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.3698 2022/12/02 04:34:09 - mmengine - INFO - Epoch(train) [88][ 400/5005] lr: 1.7448e-02 eta: 4:29:39 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 1.3671 2022/12/02 04:34:19 - mmengine - INFO - Epoch(train) [88][ 500/5005] lr: 1.7428e-02 eta: 4:29:29 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.2311 2022/12/02 04:34:25 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:34:29 - mmengine - INFO - Epoch(train) [88][ 600/5005] lr: 1.7409e-02 eta: 4:29:19 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 1.1625 2022/12/02 04:34:39 - mmengine - INFO - Epoch(train) [88][ 700/5005] lr: 1.7389e-02 eta: 4:29:09 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3420 2022/12/02 04:34:49 - mmengine - INFO - Epoch(train) [88][ 800/5005] lr: 1.7369e-02 eta: 4:29:00 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 1.0488 2022/12/02 04:34:59 - mmengine - INFO - Epoch(train) [88][ 900/5005] lr: 1.7349e-02 eta: 4:28:50 time: 0.0979 data_time: 0.0020 memory: 3029 loss: 1.2200 2022/12/02 04:35:08 - mmengine - INFO - Epoch(train) [88][1000/5005] lr: 1.7329e-02 eta: 4:28:40 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.3070 2022/12/02 04:35:18 - mmengine - INFO - Epoch(train) [88][1100/5005] lr: 1.7310e-02 eta: 4:28:30 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.3823 2022/12/02 04:35:28 - mmengine - INFO - Epoch(train) [88][1200/5005] lr: 1.7290e-02 eta: 4:28:20 time: 0.0980 data_time: 0.0020 memory: 3029 loss: 1.2733 2022/12/02 04:35:38 - mmengine - INFO - Epoch(train) [88][1300/5005] lr: 1.7270e-02 eta: 4:28:10 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.2891 2022/12/02 04:35:48 - mmengine - INFO - Epoch(train) [88][1400/5005] lr: 1.7250e-02 eta: 4:28:01 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.2603 2022/12/02 04:35:58 - mmengine - INFO - Epoch(train) [88][1500/5005] lr: 1.7230e-02 eta: 4:27:51 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.0498 2022/12/02 04:36:05 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:36:08 - mmengine - INFO - Epoch(train) [88][1600/5005] lr: 1.7211e-02 eta: 4:27:41 time: 0.1054 data_time: 0.0019 memory: 3029 loss: 1.2942 2022/12/02 04:36:18 - mmengine - INFO - Epoch(train) [88][1700/5005] lr: 1.7191e-02 eta: 4:27:31 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2080 2022/12/02 04:36:28 - mmengine - INFO - Epoch(train) [88][1800/5005] lr: 1.7171e-02 eta: 4:27:22 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.3156 2022/12/02 04:36:38 - mmengine - INFO - Epoch(train) [88][1900/5005] lr: 1.7152e-02 eta: 4:27:12 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.3491 2022/12/02 04:36:48 - mmengine - INFO - Epoch(train) [88][2000/5005] lr: 1.7132e-02 eta: 4:27:02 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 1.2328 2022/12/02 04:36:58 - mmengine - INFO - Epoch(train) [88][2100/5005] lr: 1.7112e-02 eta: 4:26:52 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.2587 2022/12/02 04:37:08 - mmengine - INFO - Epoch(train) [88][2200/5005] lr: 1.7092e-02 eta: 4:26:42 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.0533 2022/12/02 04:37:18 - mmengine - INFO - Epoch(train) [88][2300/5005] lr: 1.7073e-02 eta: 4:26:32 time: 0.0983 data_time: 0.0018 memory: 3029 loss: 1.1508 2022/12/02 04:37:28 - mmengine - INFO - Epoch(train) [88][2400/5005] lr: 1.7053e-02 eta: 4:26:23 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.1986 2022/12/02 04:37:38 - mmengine - INFO - Epoch(train) [88][2500/5005] lr: 1.7033e-02 eta: 4:26:13 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.2849 2022/12/02 04:37:44 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:37:47 - mmengine - INFO - Epoch(train) [88][2600/5005] lr: 1.7014e-02 eta: 4:26:03 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.2653 2022/12/02 04:37:58 - mmengine - INFO - Epoch(train) [88][2700/5005] lr: 1.6994e-02 eta: 4:25:53 time: 0.0979 data_time: 0.0020 memory: 3029 loss: 1.2385 2022/12/02 04:38:08 - mmengine - INFO - Epoch(train) [88][2800/5005] lr: 1.6974e-02 eta: 4:25:44 time: 0.1053 data_time: 0.0018 memory: 3029 loss: 1.2061 2022/12/02 04:38:17 - mmengine - INFO - Epoch(train) [88][2900/5005] lr: 1.6955e-02 eta: 4:25:34 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.2712 2022/12/02 04:38:27 - mmengine - INFO - Epoch(train) [88][3000/5005] lr: 1.6935e-02 eta: 4:25:24 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.4471 2022/12/02 04:38:37 - mmengine - INFO - Epoch(train) [88][3100/5005] lr: 1.6916e-02 eta: 4:25:14 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.2203 2022/12/02 04:38:47 - mmengine - INFO - Epoch(train) [88][3200/5005] lr: 1.6896e-02 eta: 4:25:04 time: 0.0976 data_time: 0.0019 memory: 3029 loss: 1.2816 2022/12/02 04:38:57 - mmengine - INFO - Epoch(train) [88][3300/5005] lr: 1.6876e-02 eta: 4:24:54 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.2024 2022/12/02 04:39:07 - mmengine - INFO - Epoch(train) [88][3400/5005] lr: 1.6857e-02 eta: 4:24:45 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.3366 2022/12/02 04:39:17 - mmengine - INFO - Epoch(train) [88][3500/5005] lr: 1.6837e-02 eta: 4:24:35 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3446 2022/12/02 04:39:23 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:39:27 - mmengine - INFO - Epoch(train) [88][3600/5005] lr: 1.6818e-02 eta: 4:24:25 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.3065 2022/12/02 04:39:37 - mmengine - INFO - Epoch(train) [88][3700/5005] lr: 1.6798e-02 eta: 4:24:15 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.3671 2022/12/02 04:39:47 - mmengine - INFO - Epoch(train) [88][3800/5005] lr: 1.6779e-02 eta: 4:24:05 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.4014 2022/12/02 04:39:57 - mmengine - INFO - Epoch(train) [88][3900/5005] lr: 1.6759e-02 eta: 4:23:56 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.4274 2022/12/02 04:40:07 - mmengine - INFO - Epoch(train) [88][4000/5005] lr: 1.6739e-02 eta: 4:23:46 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1865 2022/12/02 04:40:17 - mmengine - INFO - Epoch(train) [88][4100/5005] lr: 1.6720e-02 eta: 4:23:36 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.1140 2022/12/02 04:40:27 - mmengine - INFO - Epoch(train) [88][4200/5005] lr: 1.6700e-02 eta: 4:23:26 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1482 2022/12/02 04:40:36 - mmengine - INFO - Epoch(train) [88][4300/5005] lr: 1.6681e-02 eta: 4:23:16 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3974 2022/12/02 04:40:46 - mmengine - INFO - Epoch(train) [88][4400/5005] lr: 1.6661e-02 eta: 4:23:07 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.3178 2022/12/02 04:40:56 - mmengine - INFO - Epoch(train) [88][4500/5005] lr: 1.6642e-02 eta: 4:22:57 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.1337 2022/12/02 04:41:03 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:41:06 - mmengine - INFO - Epoch(train) [88][4600/5005] lr: 1.6622e-02 eta: 4:22:47 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.2783 2022/12/02 04:41:16 - mmengine - INFO - Epoch(train) [88][4700/5005] lr: 1.6603e-02 eta: 4:22:37 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.3144 2022/12/02 04:41:26 - mmengine - INFO - Epoch(train) [88][4800/5005] lr: 1.6584e-02 eta: 4:22:27 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.2480 2022/12/02 04:41:36 - mmengine - INFO - Epoch(train) [88][4900/5005] lr: 1.6564e-02 eta: 4:22:18 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.4460 2022/12/02 04:41:46 - mmengine - INFO - Epoch(train) [88][5000/5005] lr: 1.6545e-02 eta: 4:22:08 time: 0.0989 data_time: 0.0029 memory: 3029 loss: 1.1502 2022/12/02 04:41:46 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:41:46 - mmengine - INFO - Saving checkpoint at 88 epochs 2022/12/02 04:41:52 - mmengine - INFO - Epoch(val) [88][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0164 memory: 3029 2022/12/02 04:42:05 - mmengine - INFO - Epoch(val) [88][196/196] accuracy/top1: 72.3280 accuracy/top5: 91.1740 2022/12/02 04:42:16 - mmengine - INFO - Epoch(train) [89][ 100/5005] lr: 1.6524e-02 eta: 4:21:58 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.0791 2022/12/02 04:42:26 - mmengine - INFO - Epoch(train) [89][ 200/5005] lr: 1.6505e-02 eta: 4:21:48 time: 0.0990 data_time: 0.0018 memory: 3029 loss: 1.2202 2022/12/02 04:42:35 - mmengine - INFO - Epoch(train) [89][ 300/5005] lr: 1.6485e-02 eta: 4:21:38 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.0649 2022/12/02 04:42:45 - mmengine - INFO - Epoch(train) [89][ 400/5005] lr: 1.6466e-02 eta: 4:21:28 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 1.4175 2022/12/02 04:42:55 - mmengine - INFO - Epoch(train) [89][ 500/5005] lr: 1.6447e-02 eta: 4:21:19 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.2732 2022/12/02 04:43:01 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:43:05 - mmengine - INFO - Epoch(train) [89][ 600/5005] lr: 1.6427e-02 eta: 4:21:09 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1023 2022/12/02 04:43:15 - mmengine - INFO - Epoch(train) [89][ 700/5005] lr: 1.6408e-02 eta: 4:20:59 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.0762 2022/12/02 04:43:25 - mmengine - INFO - Epoch(train) [89][ 800/5005] lr: 1.6388e-02 eta: 4:20:49 time: 0.0979 data_time: 0.0020 memory: 3029 loss: 1.2594 2022/12/02 04:43:35 - mmengine - INFO - Epoch(train) [89][ 900/5005] lr: 1.6369e-02 eta: 4:20:39 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.0369 2022/12/02 04:43:45 - mmengine - INFO - Epoch(train) [89][1000/5005] lr: 1.6350e-02 eta: 4:20:30 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.0094 2022/12/02 04:43:55 - mmengine - INFO - Epoch(train) [89][1100/5005] lr: 1.6330e-02 eta: 4:20:20 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3097 2022/12/02 04:44:05 - mmengine - INFO - Epoch(train) [89][1200/5005] lr: 1.6311e-02 eta: 4:20:10 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.3316 2022/12/02 04:44:15 - mmengine - INFO - Epoch(train) [89][1300/5005] lr: 1.6292e-02 eta: 4:20:00 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.2668 2022/12/02 04:44:25 - mmengine - INFO - Epoch(train) [89][1400/5005] lr: 1.6272e-02 eta: 4:19:50 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 1.1231 2022/12/02 04:44:35 - mmengine - INFO - Epoch(train) [89][1500/5005] lr: 1.6253e-02 eta: 4:19:41 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.2930 2022/12/02 04:44:41 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:44:45 - mmengine - INFO - Epoch(train) [89][1600/5005] lr: 1.6234e-02 eta: 4:19:31 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.2255 2022/12/02 04:44:55 - mmengine - INFO - Epoch(train) [89][1700/5005] lr: 1.6215e-02 eta: 4:19:21 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.1615 2022/12/02 04:45:05 - mmengine - INFO - Epoch(train) [89][1800/5005] lr: 1.6195e-02 eta: 4:19:11 time: 0.0981 data_time: 0.0020 memory: 3029 loss: 1.1948 2022/12/02 04:45:15 - mmengine - INFO - Epoch(train) [89][1900/5005] lr: 1.6176e-02 eta: 4:19:01 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.3565 2022/12/02 04:45:24 - mmengine - INFO - Epoch(train) [89][2000/5005] lr: 1.6157e-02 eta: 4:18:52 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.1314 2022/12/02 04:45:34 - mmengine - INFO - Epoch(train) [89][2100/5005] lr: 1.6138e-02 eta: 4:18:42 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.1994 2022/12/02 04:45:44 - mmengine - INFO - Epoch(train) [89][2200/5005] lr: 1.6118e-02 eta: 4:18:32 time: 0.1058 data_time: 0.0018 memory: 3029 loss: 1.1831 2022/12/02 04:45:54 - mmengine - INFO - Epoch(train) [89][2300/5005] lr: 1.6099e-02 eta: 4:18:22 time: 0.0975 data_time: 0.0017 memory: 3029 loss: 1.2267 2022/12/02 04:46:04 - mmengine - INFO - Epoch(train) [89][2400/5005] lr: 1.6080e-02 eta: 4:18:12 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.1269 2022/12/02 04:46:14 - mmengine - INFO - Epoch(train) [89][2500/5005] lr: 1.6061e-02 eta: 4:18:02 time: 0.1015 data_time: 0.0018 memory: 3029 loss: 1.3909 2022/12/02 04:46:20 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:46:24 - mmengine - INFO - Epoch(train) [89][2600/5005] lr: 1.6041e-02 eta: 4:17:52 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.2963 2022/12/02 04:46:34 - mmengine - INFO - Epoch(train) [89][2700/5005] lr: 1.6022e-02 eta: 4:17:43 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1703 2022/12/02 04:46:44 - mmengine - INFO - Epoch(train) [89][2800/5005] lr: 1.6003e-02 eta: 4:17:33 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1628 2022/12/02 04:46:54 - mmengine - INFO - Epoch(train) [89][2900/5005] lr: 1.5984e-02 eta: 4:17:23 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.2517 2022/12/02 04:47:03 - mmengine - INFO - Epoch(train) [89][3000/5005] lr: 1.5965e-02 eta: 4:17:13 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2661 2022/12/02 04:47:13 - mmengine - INFO - Epoch(train) [89][3100/5005] lr: 1.5946e-02 eta: 4:17:03 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.5253 2022/12/02 04:47:23 - mmengine - INFO - Epoch(train) [89][3200/5005] lr: 1.5926e-02 eta: 4:16:53 time: 0.0976 data_time: 0.0019 memory: 3029 loss: 1.0839 2022/12/02 04:47:33 - mmengine - INFO - Epoch(train) [89][3300/5005] lr: 1.5907e-02 eta: 4:16:44 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.1543 2022/12/02 04:47:43 - mmengine - INFO - Epoch(train) [89][3400/5005] lr: 1.5888e-02 eta: 4:16:34 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.0967 2022/12/02 04:47:53 - mmengine - INFO - Epoch(train) [89][3500/5005] lr: 1.5869e-02 eta: 4:16:24 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1774 2022/12/02 04:47:59 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:48:03 - mmengine - INFO - Epoch(train) [89][3600/5005] lr: 1.5850e-02 eta: 4:16:14 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.2745 2022/12/02 04:48:13 - mmengine - INFO - Epoch(train) [89][3700/5005] lr: 1.5831e-02 eta: 4:16:04 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.2199 2022/12/02 04:48:23 - mmengine - INFO - Epoch(train) [89][3800/5005] lr: 1.5812e-02 eta: 4:15:54 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.1951 2022/12/02 04:48:33 - mmengine - INFO - Epoch(train) [89][3900/5005] lr: 1.5793e-02 eta: 4:15:45 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.1718 2022/12/02 04:48:43 - mmengine - INFO - Epoch(train) [89][4000/5005] lr: 1.5774e-02 eta: 4:15:35 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.1900 2022/12/02 04:48:52 - mmengine - INFO - Epoch(train) [89][4100/5005] lr: 1.5755e-02 eta: 4:15:25 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.4808 2022/12/02 04:49:02 - mmengine - INFO - Epoch(train) [89][4200/5005] lr: 1.5735e-02 eta: 4:15:15 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.2649 2022/12/02 04:49:12 - mmengine - INFO - Epoch(train) [89][4300/5005] lr: 1.5716e-02 eta: 4:15:05 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2483 2022/12/02 04:49:22 - mmengine - INFO - Epoch(train) [89][4400/5005] lr: 1.5697e-02 eta: 4:14:56 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.2054 2022/12/02 04:49:32 - mmengine - INFO - Epoch(train) [89][4500/5005] lr: 1.5678e-02 eta: 4:14:46 time: 0.1014 data_time: 0.0017 memory: 3029 loss: 1.1720 2022/12/02 04:49:38 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:49:42 - mmengine - INFO - Epoch(train) [89][4600/5005] lr: 1.5659e-02 eta: 4:14:36 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4463 2022/12/02 04:49:52 - mmengine - INFO - Epoch(train) [89][4700/5005] lr: 1.5640e-02 eta: 4:14:26 time: 0.1039 data_time: 0.0018 memory: 3029 loss: 1.1145 2022/12/02 04:50:02 - mmengine - INFO - Epoch(train) [89][4800/5005] lr: 1.5621e-02 eta: 4:14:16 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.3683 2022/12/02 04:50:12 - mmengine - INFO - Epoch(train) [89][4900/5005] lr: 1.5602e-02 eta: 4:14:06 time: 0.0985 data_time: 0.0017 memory: 3029 loss: 1.2519 2022/12/02 04:50:22 - mmengine - INFO - Epoch(train) [89][5000/5005] lr: 1.5583e-02 eta: 4:13:57 time: 0.0989 data_time: 0.0021 memory: 3029 loss: 1.2129 2022/12/02 04:50:22 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:50:22 - mmengine - INFO - Saving checkpoint at 89 epochs 2022/12/02 04:50:28 - mmengine - INFO - Epoch(val) [89][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0162 memory: 3029 2022/12/02 04:50:41 - mmengine - INFO - Epoch(val) [89][196/196] accuracy/top1: 72.6440 accuracy/top5: 91.1140 2022/12/02 04:50:51 - mmengine - INFO - Epoch(train) [90][ 100/5005] lr: 1.5563e-02 eta: 4:13:47 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2187 2022/12/02 04:51:01 - mmengine - INFO - Epoch(train) [90][ 200/5005] lr: 1.5545e-02 eta: 4:13:37 time: 0.1007 data_time: 0.0018 memory: 3029 loss: 1.2340 2022/12/02 04:51:11 - mmengine - INFO - Epoch(train) [90][ 300/5005] lr: 1.5526e-02 eta: 4:13:27 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.1841 2022/12/02 04:51:20 - mmengine - INFO - Epoch(train) [90][ 400/5005] lr: 1.5507e-02 eta: 4:13:17 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2690 2022/12/02 04:51:30 - mmengine - INFO - Epoch(train) [90][ 500/5005] lr: 1.5488e-02 eta: 4:13:07 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.2561 2022/12/02 04:51:36 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:51:40 - mmengine - INFO - Epoch(train) [90][ 600/5005] lr: 1.5469e-02 eta: 4:12:57 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.1865 2022/12/02 04:51:50 - mmengine - INFO - Epoch(train) [90][ 700/5005] lr: 1.5450e-02 eta: 4:12:47 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.3448 2022/12/02 04:52:00 - mmengine - INFO - Epoch(train) [90][ 800/5005] lr: 1.5431e-02 eta: 4:12:38 time: 0.0991 data_time: 0.0018 memory: 3029 loss: 1.2273 2022/12/02 04:52:10 - mmengine - INFO - Epoch(train) [90][ 900/5005] lr: 1.5412e-02 eta: 4:12:28 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.2605 2022/12/02 04:52:20 - mmengine - INFO - Epoch(train) [90][1000/5005] lr: 1.5393e-02 eta: 4:12:18 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2295 2022/12/02 04:52:30 - mmengine - INFO - Epoch(train) [90][1100/5005] lr: 1.5374e-02 eta: 4:12:08 time: 0.1022 data_time: 0.0017 memory: 3029 loss: 1.2059 2022/12/02 04:52:40 - mmengine - INFO - Epoch(train) [90][1200/5005] lr: 1.5355e-02 eta: 4:11:58 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.2484 2022/12/02 04:52:50 - mmengine - INFO - Epoch(train) [90][1300/5005] lr: 1.5337e-02 eta: 4:11:48 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3023 2022/12/02 04:53:00 - mmengine - INFO - Epoch(train) [90][1400/5005] lr: 1.5318e-02 eta: 4:11:39 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3258 2022/12/02 04:53:10 - mmengine - INFO - Epoch(train) [90][1500/5005] lr: 1.5299e-02 eta: 4:11:29 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2694 2022/12/02 04:53:15 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:53:19 - mmengine - INFO - Epoch(train) [90][1600/5005] lr: 1.5280e-02 eta: 4:11:19 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.3038 2022/12/02 04:53:29 - mmengine - INFO - Epoch(train) [90][1700/5005] lr: 1.5261e-02 eta: 4:11:09 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.0328 2022/12/02 04:53:39 - mmengine - INFO - Epoch(train) [90][1800/5005] lr: 1.5243e-02 eta: 4:10:59 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.2623 2022/12/02 04:53:49 - mmengine - INFO - Epoch(train) [90][1900/5005] lr: 1.5224e-02 eta: 4:10:50 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.3042 2022/12/02 04:53:59 - mmengine - INFO - Epoch(train) [90][2000/5005] lr: 1.5205e-02 eta: 4:10:40 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.3055 2022/12/02 04:54:09 - mmengine - INFO - Epoch(train) [90][2100/5005] lr: 1.5186e-02 eta: 4:10:30 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.3105 2022/12/02 04:54:19 - mmengine - INFO - Epoch(train) [90][2200/5005] lr: 1.5167e-02 eta: 4:10:20 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.1248 2022/12/02 04:54:29 - mmengine - INFO - Epoch(train) [90][2300/5005] lr: 1.5149e-02 eta: 4:10:10 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.1037 2022/12/02 04:54:39 - mmengine - INFO - Epoch(train) [90][2400/5005] lr: 1.5130e-02 eta: 4:10:00 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1499 2022/12/02 04:54:48 - mmengine - INFO - Epoch(train) [90][2500/5005] lr: 1.5111e-02 eta: 4:09:50 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.2294 2022/12/02 04:54:54 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:54:58 - mmengine - INFO - Epoch(train) [90][2600/5005] lr: 1.5092e-02 eta: 4:09:41 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.0681 2022/12/02 04:55:08 - mmengine - INFO - Epoch(train) [90][2700/5005] lr: 1.5074e-02 eta: 4:09:31 time: 0.1038 data_time: 0.0017 memory: 3029 loss: 1.3053 2022/12/02 04:55:18 - mmengine - INFO - Epoch(train) [90][2800/5005] lr: 1.5055e-02 eta: 4:09:21 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.1438 2022/12/02 04:55:28 - mmengine - INFO - Epoch(train) [90][2900/5005] lr: 1.5036e-02 eta: 4:09:11 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.1680 2022/12/02 04:55:38 - mmengine - INFO - Epoch(train) [90][3000/5005] lr: 1.5018e-02 eta: 4:09:01 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4620 2022/12/02 04:55:48 - mmengine - INFO - Epoch(train) [90][3100/5005] lr: 1.4999e-02 eta: 4:08:52 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.1047 2022/12/02 04:55:58 - mmengine - INFO - Epoch(train) [90][3200/5005] lr: 1.4980e-02 eta: 4:08:42 time: 0.0984 data_time: 0.0017 memory: 3029 loss: 1.1404 2022/12/02 04:56:08 - mmengine - INFO - Epoch(train) [90][3300/5005] lr: 1.4962e-02 eta: 4:08:32 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2132 2022/12/02 04:56:18 - mmengine - INFO - Epoch(train) [90][3400/5005] lr: 1.4943e-02 eta: 4:08:22 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3866 2022/12/02 04:56:28 - mmengine - INFO - Epoch(train) [90][3500/5005] lr: 1.4924e-02 eta: 4:08:12 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2311 2022/12/02 04:56:33 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:56:38 - mmengine - INFO - Epoch(train) [90][3600/5005] lr: 1.4906e-02 eta: 4:08:02 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2525 2022/12/02 04:56:47 - mmengine - INFO - Epoch(train) [90][3700/5005] lr: 1.4887e-02 eta: 4:07:52 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1046 2022/12/02 04:56:57 - mmengine - INFO - Epoch(train) [90][3800/5005] lr: 1.4868e-02 eta: 4:07:43 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.1714 2022/12/02 04:57:07 - mmengine - INFO - Epoch(train) [90][3900/5005] lr: 1.4850e-02 eta: 4:07:33 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.0995 2022/12/02 04:57:17 - mmengine - INFO - Epoch(train) [90][4000/5005] lr: 1.4831e-02 eta: 4:07:23 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.2161 2022/12/02 04:57:27 - mmengine - INFO - Epoch(train) [90][4100/5005] lr: 1.4813e-02 eta: 4:07:13 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3507 2022/12/02 04:57:37 - mmengine - INFO - Epoch(train) [90][4200/5005] lr: 1.4794e-02 eta: 4:07:03 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3343 2022/12/02 04:57:47 - mmengine - INFO - Epoch(train) [90][4300/5005] lr: 1.4775e-02 eta: 4:06:54 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3331 2022/12/02 04:57:57 - mmengine - INFO - Epoch(train) [90][4400/5005] lr: 1.4757e-02 eta: 4:06:44 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2760 2022/12/02 04:58:07 - mmengine - INFO - Epoch(train) [90][4500/5005] lr: 1.4738e-02 eta: 4:06:34 time: 0.0976 data_time: 0.0017 memory: 3029 loss: 1.2740 2022/12/02 04:58:12 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:58:17 - mmengine - INFO - Epoch(train) [90][4600/5005] lr: 1.4720e-02 eta: 4:06:24 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2674 2022/12/02 04:58:27 - mmengine - INFO - Epoch(train) [90][4700/5005] lr: 1.4701e-02 eta: 4:06:14 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1824 2022/12/02 04:58:36 - mmengine - INFO - Epoch(train) [90][4800/5005] lr: 1.4683e-02 eta: 4:06:04 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.4070 2022/12/02 04:58:46 - mmengine - INFO - Epoch(train) [90][4900/5005] lr: 1.4664e-02 eta: 4:05:54 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2859 2022/12/02 04:58:56 - mmengine - INFO - Epoch(train) [90][5000/5005] lr: 1.4646e-02 eta: 4:05:45 time: 0.0986 data_time: 0.0027 memory: 3029 loss: 1.1373 2022/12/02 04:58:57 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 04:58:57 - mmengine - INFO - Saving checkpoint at 90 epochs 2022/12/02 04:59:02 - mmengine - INFO - Epoch(val) [90][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0166 memory: 3029 2022/12/02 04:59:15 - mmengine - INFO - Epoch(val) [90][196/196] accuracy/top1: 72.8200 accuracy/top5: 91.4720 2022/12/02 04:59:26 - mmengine - INFO - Epoch(train) [91][ 100/5005] lr: 1.4626e-02 eta: 4:05:35 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2664 2022/12/02 04:59:35 - mmengine - INFO - Epoch(train) [91][ 200/5005] lr: 1.4608e-02 eta: 4:05:25 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.1581 2022/12/02 04:59:45 - mmengine - INFO - Epoch(train) [91][ 300/5005] lr: 1.4589e-02 eta: 4:05:15 time: 0.1031 data_time: 0.0018 memory: 3029 loss: 1.2550 2022/12/02 04:59:55 - mmengine - INFO - Epoch(train) [91][ 400/5005] lr: 1.4571e-02 eta: 4:05:05 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.1324 2022/12/02 05:00:05 - mmengine - INFO - Epoch(train) [91][ 500/5005] lr: 1.4552e-02 eta: 4:04:55 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2490 2022/12/02 05:00:10 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:00:15 - mmengine - INFO - Epoch(train) [91][ 600/5005] lr: 1.4534e-02 eta: 4:04:45 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.0874 2022/12/02 05:00:25 - mmengine - INFO - Epoch(train) [91][ 700/5005] lr: 1.4516e-02 eta: 4:04:36 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.1081 2022/12/02 05:00:35 - mmengine - INFO - Epoch(train) [91][ 800/5005] lr: 1.4497e-02 eta: 4:04:26 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.1823 2022/12/02 05:00:45 - mmengine - INFO - Epoch(train) [91][ 900/5005] lr: 1.4479e-02 eta: 4:04:16 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.1321 2022/12/02 05:00:55 - mmengine - INFO - Epoch(train) [91][1000/5005] lr: 1.4460e-02 eta: 4:04:06 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.1876 2022/12/02 05:01:05 - mmengine - INFO - Epoch(train) [91][1100/5005] lr: 1.4442e-02 eta: 4:03:56 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2541 2022/12/02 05:01:14 - mmengine - INFO - Epoch(train) [91][1200/5005] lr: 1.4424e-02 eta: 4:03:46 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2774 2022/12/02 05:01:24 - mmengine - INFO - Epoch(train) [91][1300/5005] lr: 1.4405e-02 eta: 4:03:37 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.3476 2022/12/02 05:01:34 - mmengine - INFO - Epoch(train) [91][1400/5005] lr: 1.4387e-02 eta: 4:03:27 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 1.1303 2022/12/02 05:01:44 - mmengine - INFO - Epoch(train) [91][1500/5005] lr: 1.4369e-02 eta: 4:03:17 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.0903 2022/12/02 05:01:49 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:01:54 - mmengine - INFO - Epoch(train) [91][1600/5005] lr: 1.4350e-02 eta: 4:03:07 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2699 2022/12/02 05:02:04 - mmengine - INFO - Epoch(train) [91][1700/5005] lr: 1.4332e-02 eta: 4:02:57 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.2203 2022/12/02 05:02:14 - mmengine - INFO - Epoch(train) [91][1800/5005] lr: 1.4314e-02 eta: 4:02:47 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2123 2022/12/02 05:02:24 - mmengine - INFO - Epoch(train) [91][1900/5005] lr: 1.4295e-02 eta: 4:02:38 time: 0.0998 data_time: 0.0018 memory: 3029 loss: 1.1924 2022/12/02 05:02:34 - mmengine - INFO - Epoch(train) [91][2000/5005] lr: 1.4277e-02 eta: 4:02:28 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.3748 2022/12/02 05:02:44 - mmengine - INFO - Epoch(train) [91][2100/5005] lr: 1.4259e-02 eta: 4:02:18 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3127 2022/12/02 05:02:54 - mmengine - INFO - Epoch(train) [91][2200/5005] lr: 1.4240e-02 eta: 4:02:08 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.4122 2022/12/02 05:03:04 - mmengine - INFO - Epoch(train) [91][2300/5005] lr: 1.4222e-02 eta: 4:01:58 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2755 2022/12/02 05:03:13 - mmengine - INFO - Epoch(train) [91][2400/5005] lr: 1.4204e-02 eta: 4:01:48 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.0319 2022/12/02 05:03:23 - mmengine - INFO - Epoch(train) [91][2500/5005] lr: 1.4186e-02 eta: 4:01:39 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3520 2022/12/02 05:03:28 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:03:33 - mmengine - INFO - Epoch(train) [91][2600/5005] lr: 1.4167e-02 eta: 4:01:29 time: 0.0982 data_time: 0.0018 memory: 3029 loss: 1.1052 2022/12/02 05:03:43 - mmengine - INFO - Epoch(train) [91][2700/5005] lr: 1.4149e-02 eta: 4:01:19 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.3390 2022/12/02 05:03:53 - mmengine - INFO - Epoch(train) [91][2800/5005] lr: 1.4131e-02 eta: 4:01:09 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2958 2022/12/02 05:04:03 - mmengine - INFO - Epoch(train) [91][2900/5005] lr: 1.4113e-02 eta: 4:00:59 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.1304 2022/12/02 05:04:13 - mmengine - INFO - Epoch(train) [91][3000/5005] lr: 1.4094e-02 eta: 4:00:49 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3020 2022/12/02 05:04:23 - mmengine - INFO - Epoch(train) [91][3100/5005] lr: 1.4076e-02 eta: 4:00:40 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.3461 2022/12/02 05:04:33 - mmengine - INFO - Epoch(train) [91][3200/5005] lr: 1.4058e-02 eta: 4:00:30 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.1922 2022/12/02 05:04:43 - mmengine - INFO - Epoch(train) [91][3300/5005] lr: 1.4040e-02 eta: 4:00:20 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.1790 2022/12/02 05:04:53 - mmengine - INFO - Epoch(train) [91][3400/5005] lr: 1.4022e-02 eta: 4:00:10 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.3024 2022/12/02 05:05:03 - mmengine - INFO - Epoch(train) [91][3500/5005] lr: 1.4004e-02 eta: 4:00:00 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.2367 2022/12/02 05:05:08 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:05:13 - mmengine - INFO - Epoch(train) [91][3600/5005] lr: 1.3985e-02 eta: 3:59:51 time: 0.0994 data_time: 0.0018 memory: 3029 loss: 1.2807 2022/12/02 05:05:22 - mmengine - INFO - Epoch(train) [91][3700/5005] lr: 1.3967e-02 eta: 3:59:41 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.0709 2022/12/02 05:05:32 - mmengine - INFO - Epoch(train) [91][3800/5005] lr: 1.3949e-02 eta: 3:59:31 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2215 2022/12/02 05:05:42 - mmengine - INFO - Epoch(train) [91][3900/5005] lr: 1.3931e-02 eta: 3:59:21 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.0615 2022/12/02 05:05:52 - mmengine - INFO - Epoch(train) [91][4000/5005] lr: 1.3913e-02 eta: 3:59:11 time: 0.1032 data_time: 0.0018 memory: 3029 loss: 1.3892 2022/12/02 05:06:02 - mmengine - INFO - Epoch(train) [91][4100/5005] lr: 1.3895e-02 eta: 3:59:02 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1339 2022/12/02 05:06:12 - mmengine - INFO - Epoch(train) [91][4200/5005] lr: 1.3877e-02 eta: 3:58:52 time: 0.1027 data_time: 0.0019 memory: 3029 loss: 1.3983 2022/12/02 05:06:22 - mmengine - INFO - Epoch(train) [91][4300/5005] lr: 1.3859e-02 eta: 3:58:42 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.1199 2022/12/02 05:06:32 - mmengine - INFO - Epoch(train) [91][4400/5005] lr: 1.3841e-02 eta: 3:58:32 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3497 2022/12/02 05:06:42 - mmengine - INFO - Epoch(train) [91][4500/5005] lr: 1.3823e-02 eta: 3:58:22 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.0512 2022/12/02 05:06:47 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:06:52 - mmengine - INFO - Epoch(train) [91][4600/5005] lr: 1.3804e-02 eta: 3:58:13 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1968 2022/12/02 05:07:02 - mmengine - INFO - Epoch(train) [91][4700/5005] lr: 1.3786e-02 eta: 3:58:03 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.1292 2022/12/02 05:07:12 - mmengine - INFO - Epoch(train) [91][4800/5005] lr: 1.3768e-02 eta: 3:57:53 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.0162 2022/12/02 05:07:22 - mmengine - INFO - Epoch(train) [91][4900/5005] lr: 1.3750e-02 eta: 3:57:43 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2761 2022/12/02 05:07:32 - mmengine - INFO - Epoch(train) [91][5000/5005] lr: 1.3732e-02 eta: 3:57:33 time: 0.0987 data_time: 0.0027 memory: 3029 loss: 1.2430 2022/12/02 05:07:32 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:07:32 - mmengine - INFO - Saving checkpoint at 91 epochs 2022/12/02 05:07:38 - mmengine - INFO - Epoch(val) [91][100/196] eta: 0:00:03 time: 0.0375 data_time: 0.0186 memory: 3029 2022/12/02 05:07:50 - mmengine - INFO - Epoch(val) [91][196/196] accuracy/top1: 73.0860 accuracy/top5: 91.5820 2022/12/02 05:08:01 - mmengine - INFO - Epoch(train) [92][ 100/5005] lr: 1.3713e-02 eta: 3:57:23 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 0.9394 2022/12/02 05:08:10 - mmengine - INFO - Epoch(train) [92][ 200/5005] lr: 1.3695e-02 eta: 3:57:13 time: 0.0977 data_time: 0.0017 memory: 3029 loss: 1.4011 2022/12/02 05:08:20 - mmengine - INFO - Epoch(train) [92][ 300/5005] lr: 1.3677e-02 eta: 3:57:03 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.0543 2022/12/02 05:08:30 - mmengine - INFO - Epoch(train) [92][ 400/5005] lr: 1.3660e-02 eta: 3:56:54 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.1984 2022/12/02 05:08:40 - mmengine - INFO - Epoch(train) [92][ 500/5005] lr: 1.3642e-02 eta: 3:56:44 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 1.1050 2022/12/02 05:08:45 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:08:50 - mmengine - INFO - Epoch(train) [92][ 600/5005] lr: 1.3624e-02 eta: 3:56:34 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1775 2022/12/02 05:09:00 - mmengine - INFO - Epoch(train) [92][ 700/5005] lr: 1.3606e-02 eta: 3:56:24 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.2187 2022/12/02 05:09:10 - mmengine - INFO - Epoch(train) [92][ 800/5005] lr: 1.3588e-02 eta: 3:56:14 time: 0.0976 data_time: 0.0019 memory: 3029 loss: 1.0741 2022/12/02 05:09:20 - mmengine - INFO - Epoch(train) [92][ 900/5005] lr: 1.3570e-02 eta: 3:56:04 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3442 2022/12/02 05:09:30 - mmengine - INFO - Epoch(train) [92][1000/5005] lr: 1.3552e-02 eta: 3:55:55 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.0171 2022/12/02 05:09:40 - mmengine - INFO - Epoch(train) [92][1100/5005] lr: 1.3534e-02 eta: 3:55:45 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.1922 2022/12/02 05:09:50 - mmengine - INFO - Epoch(train) [92][1200/5005] lr: 1.3516e-02 eta: 3:55:35 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3348 2022/12/02 05:09:59 - mmengine - INFO - Epoch(train) [92][1300/5005] lr: 1.3498e-02 eta: 3:55:25 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2823 2022/12/02 05:10:09 - mmengine - INFO - Epoch(train) [92][1400/5005] lr: 1.3480e-02 eta: 3:55:15 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 1.0086 2022/12/02 05:10:19 - mmengine - INFO - Epoch(train) [92][1500/5005] lr: 1.3463e-02 eta: 3:55:05 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.1625 2022/12/02 05:10:24 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:10:29 - mmengine - INFO - Epoch(train) [92][1600/5005] lr: 1.3445e-02 eta: 3:54:56 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 0.9968 2022/12/02 05:10:39 - mmengine - INFO - Epoch(train) [92][1700/5005] lr: 1.3427e-02 eta: 3:54:46 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.1552 2022/12/02 05:10:49 - mmengine - INFO - Epoch(train) [92][1800/5005] lr: 1.3409e-02 eta: 3:54:36 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3051 2022/12/02 05:10:59 - mmengine - INFO - Epoch(train) [92][1900/5005] lr: 1.3391e-02 eta: 3:54:26 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.0912 2022/12/02 05:11:09 - mmengine - INFO - Epoch(train) [92][2000/5005] lr: 1.3373e-02 eta: 3:54:16 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1561 2022/12/02 05:11:19 - mmengine - INFO - Epoch(train) [92][2100/5005] lr: 1.3356e-02 eta: 3:54:07 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.0747 2022/12/02 05:11:29 - mmengine - INFO - Epoch(train) [92][2200/5005] lr: 1.3338e-02 eta: 3:53:57 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3068 2022/12/02 05:11:39 - mmengine - INFO - Epoch(train) [92][2300/5005] lr: 1.3320e-02 eta: 3:53:47 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.2019 2022/12/02 05:11:48 - mmengine - INFO - Epoch(train) [92][2400/5005] lr: 1.3302e-02 eta: 3:53:37 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2662 2022/12/02 05:11:58 - mmengine - INFO - Epoch(train) [92][2500/5005] lr: 1.3284e-02 eta: 3:53:27 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.1071 2022/12/02 05:12:03 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:12:08 - mmengine - INFO - Epoch(train) [92][2600/5005] lr: 1.3267e-02 eta: 3:53:17 time: 0.0976 data_time: 0.0019 memory: 3029 loss: 1.2127 2022/12/02 05:12:18 - mmengine - INFO - Epoch(train) [92][2700/5005] lr: 1.3249e-02 eta: 3:53:08 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.3902 2022/12/02 05:12:28 - mmengine - INFO - Epoch(train) [92][2800/5005] lr: 1.3231e-02 eta: 3:52:58 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.0926 2022/12/02 05:12:38 - mmengine - INFO - Epoch(train) [92][2900/5005] lr: 1.3214e-02 eta: 3:52:48 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3659 2022/12/02 05:12:48 - mmengine - INFO - Epoch(train) [92][3000/5005] lr: 1.3196e-02 eta: 3:52:38 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.1665 2022/12/02 05:12:58 - mmengine - INFO - Epoch(train) [92][3100/5005] lr: 1.3178e-02 eta: 3:52:28 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2157 2022/12/02 05:13:08 - mmengine - INFO - Epoch(train) [92][3200/5005] lr: 1.3160e-02 eta: 3:52:18 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3849 2022/12/02 05:13:18 - mmengine - INFO - Epoch(train) [92][3300/5005] lr: 1.3143e-02 eta: 3:52:09 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2602 2022/12/02 05:13:28 - mmengine - INFO - Epoch(train) [92][3400/5005] lr: 1.3125e-02 eta: 3:51:59 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3170 2022/12/02 05:13:38 - mmengine - INFO - Epoch(train) [92][3500/5005] lr: 1.3107e-02 eta: 3:51:49 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3138 2022/12/02 05:13:42 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:13:47 - mmengine - INFO - Epoch(train) [92][3600/5005] lr: 1.3090e-02 eta: 3:51:39 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.0364 2022/12/02 05:13:57 - mmengine - INFO - Epoch(train) [92][3700/5005] lr: 1.3072e-02 eta: 3:51:29 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.0924 2022/12/02 05:14:07 - mmengine - INFO - Epoch(train) [92][3800/5005] lr: 1.3055e-02 eta: 3:51:19 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.0658 2022/12/02 05:14:17 - mmengine - INFO - Epoch(train) [92][3900/5005] lr: 1.3037e-02 eta: 3:51:10 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.2567 2022/12/02 05:14:27 - mmengine - INFO - Epoch(train) [92][4000/5005] lr: 1.3019e-02 eta: 3:51:00 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3243 2022/12/02 05:14:37 - mmengine - INFO - Epoch(train) [92][4100/5005] lr: 1.3002e-02 eta: 3:50:50 time: 0.0976 data_time: 0.0019 memory: 3029 loss: 1.2692 2022/12/02 05:14:47 - mmengine - INFO - Epoch(train) [92][4200/5005] lr: 1.2984e-02 eta: 3:50:40 time: 0.0978 data_time: 0.0017 memory: 3029 loss: 1.0977 2022/12/02 05:14:57 - mmengine - INFO - Epoch(train) [92][4300/5005] lr: 1.2967e-02 eta: 3:50:30 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3111 2022/12/02 05:15:07 - mmengine - INFO - Epoch(train) [92][4400/5005] lr: 1.2949e-02 eta: 3:50:21 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3305 2022/12/02 05:15:17 - mmengine - INFO - Epoch(train) [92][4500/5005] lr: 1.2931e-02 eta: 3:50:11 time: 0.0979 data_time: 0.0017 memory: 3029 loss: 1.0225 2022/12/02 05:15:21 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:15:27 - mmengine - INFO - Epoch(train) [92][4600/5005] lr: 1.2914e-02 eta: 3:50:01 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.0712 2022/12/02 05:15:37 - mmengine - INFO - Epoch(train) [92][4700/5005] lr: 1.2896e-02 eta: 3:49:51 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.1851 2022/12/02 05:15:46 - mmengine - INFO - Epoch(train) [92][4800/5005] lr: 1.2879e-02 eta: 3:49:41 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.3379 2022/12/02 05:15:56 - mmengine - INFO - Epoch(train) [92][4900/5005] lr: 1.2861e-02 eta: 3:49:31 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1851 2022/12/02 05:16:06 - mmengine - INFO - Epoch(train) [92][5000/5005] lr: 1.2844e-02 eta: 3:49:22 time: 0.1028 data_time: 0.0027 memory: 3029 loss: 1.3582 2022/12/02 05:16:07 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:16:07 - mmengine - INFO - Saving checkpoint at 92 epochs 2022/12/02 05:16:12 - mmengine - INFO - Epoch(val) [92][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0166 memory: 3029 2022/12/02 05:16:25 - mmengine - INFO - Epoch(val) [92][196/196] accuracy/top1: 73.2620 accuracy/top5: 91.5560 2022/12/02 05:16:35 - mmengine - INFO - Epoch(train) [93][ 100/5005] lr: 1.2825e-02 eta: 3:49:11 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 0.8804 2022/12/02 05:16:45 - mmengine - INFO - Epoch(train) [93][ 200/5005] lr: 1.2808e-02 eta: 3:49:02 time: 0.1028 data_time: 0.0018 memory: 3029 loss: 1.0797 2022/12/02 05:16:55 - mmengine - INFO - Epoch(train) [93][ 300/5005] lr: 1.2790e-02 eta: 3:48:52 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 0.9967 2022/12/02 05:17:05 - mmengine - INFO - Epoch(train) [93][ 400/5005] lr: 1.2773e-02 eta: 3:48:42 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.1424 2022/12/02 05:17:15 - mmengine - INFO - Epoch(train) [93][ 500/5005] lr: 1.2756e-02 eta: 3:48:32 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.2220 2022/12/02 05:17:19 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:17:25 - mmengine - INFO - Epoch(train) [93][ 600/5005] lr: 1.2738e-02 eta: 3:48:22 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.2678 2022/12/02 05:17:35 - mmengine - INFO - Epoch(train) [93][ 700/5005] lr: 1.2721e-02 eta: 3:48:12 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.2229 2022/12/02 05:17:45 - mmengine - INFO - Epoch(train) [93][ 800/5005] lr: 1.2703e-02 eta: 3:48:03 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.1759 2022/12/02 05:17:55 - mmengine - INFO - Epoch(train) [93][ 900/5005] lr: 1.2686e-02 eta: 3:47:53 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.0925 2022/12/02 05:18:05 - mmengine - INFO - Epoch(train) [93][1000/5005] lr: 1.2668e-02 eta: 3:47:43 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.3256 2022/12/02 05:18:15 - mmengine - INFO - Epoch(train) [93][1100/5005] lr: 1.2651e-02 eta: 3:47:33 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.2060 2022/12/02 05:18:25 - mmengine - INFO - Epoch(train) [93][1200/5005] lr: 1.2634e-02 eta: 3:47:23 time: 0.0982 data_time: 0.0018 memory: 3029 loss: 0.9660 2022/12/02 05:18:35 - mmengine - INFO - Epoch(train) [93][1300/5005] lr: 1.2616e-02 eta: 3:47:14 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.2199 2022/12/02 05:18:44 - mmengine - INFO - Epoch(train) [93][1400/5005] lr: 1.2599e-02 eta: 3:47:04 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.0838 2022/12/02 05:18:54 - mmengine - INFO - Epoch(train) [93][1500/5005] lr: 1.2582e-02 eta: 3:46:54 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2192 2022/12/02 05:18:58 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:19:04 - mmengine - INFO - Epoch(train) [93][1600/5005] lr: 1.2564e-02 eta: 3:46:44 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.0884 2022/12/02 05:19:14 - mmengine - INFO - Epoch(train) [93][1700/5005] lr: 1.2547e-02 eta: 3:46:34 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2265 2022/12/02 05:19:24 - mmengine - INFO - Epoch(train) [93][1800/5005] lr: 1.2530e-02 eta: 3:46:24 time: 0.1016 data_time: 0.0019 memory: 3029 loss: 1.0587 2022/12/02 05:19:34 - mmengine - INFO - Epoch(train) [93][1900/5005] lr: 1.2512e-02 eta: 3:46:15 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.0938 2022/12/02 05:19:44 - mmengine - INFO - Epoch(train) [93][2000/5005] lr: 1.2495e-02 eta: 3:46:05 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.3474 2022/12/02 05:19:54 - mmengine - INFO - Epoch(train) [93][2100/5005] lr: 1.2478e-02 eta: 3:45:55 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1099 2022/12/02 05:20:04 - mmengine - INFO - Epoch(train) [93][2200/5005] lr: 1.2460e-02 eta: 3:45:45 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.1480 2022/12/02 05:20:14 - mmengine - INFO - Epoch(train) [93][2300/5005] lr: 1.2443e-02 eta: 3:45:35 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.0481 2022/12/02 05:20:24 - mmengine - INFO - Epoch(train) [93][2400/5005] lr: 1.2426e-02 eta: 3:45:26 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.1958 2022/12/02 05:20:34 - mmengine - INFO - Epoch(train) [93][2500/5005] lr: 1.2409e-02 eta: 3:45:16 time: 0.0983 data_time: 0.0018 memory: 3029 loss: 1.1177 2022/12/02 05:20:38 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:20:43 - mmengine - INFO - Epoch(train) [93][2600/5005] lr: 1.2391e-02 eta: 3:45:06 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2653 2022/12/02 05:20:53 - mmengine - INFO - Epoch(train) [93][2700/5005] lr: 1.2374e-02 eta: 3:44:56 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.0450 2022/12/02 05:21:03 - mmengine - INFO - Epoch(train) [93][2800/5005] lr: 1.2357e-02 eta: 3:44:46 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.2971 2022/12/02 05:21:13 - mmengine - INFO - Epoch(train) [93][2900/5005] lr: 1.2340e-02 eta: 3:44:36 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.2532 2022/12/02 05:21:23 - mmengine - INFO - Epoch(train) [93][3000/5005] lr: 1.2323e-02 eta: 3:44:27 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.1134 2022/12/02 05:21:33 - mmengine - INFO - Epoch(train) [93][3100/5005] lr: 1.2305e-02 eta: 3:44:17 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.2556 2022/12/02 05:21:43 - mmengine - INFO - Epoch(train) [93][3200/5005] lr: 1.2288e-02 eta: 3:44:07 time: 0.0985 data_time: 0.0018 memory: 3029 loss: 1.1874 2022/12/02 05:21:53 - mmengine - INFO - Epoch(train) [93][3300/5005] lr: 1.2271e-02 eta: 3:43:57 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1205 2022/12/02 05:22:03 - mmengine - INFO - Epoch(train) [93][3400/5005] lr: 1.2254e-02 eta: 3:43:47 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.2733 2022/12/02 05:22:13 - mmengine - INFO - Epoch(train) [93][3500/5005] lr: 1.2237e-02 eta: 3:43:38 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.0617 2022/12/02 05:22:17 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:22:23 - mmengine - INFO - Epoch(train) [93][3600/5005] lr: 1.2220e-02 eta: 3:43:28 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.1590 2022/12/02 05:22:33 - mmengine - INFO - Epoch(train) [93][3700/5005] lr: 1.2202e-02 eta: 3:43:18 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.0657 2022/12/02 05:22:43 - mmengine - INFO - Epoch(train) [93][3800/5005] lr: 1.2185e-02 eta: 3:43:08 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.0937 2022/12/02 05:22:53 - mmengine - INFO - Epoch(train) [93][3900/5005] lr: 1.2168e-02 eta: 3:42:58 time: 0.1043 data_time: 0.0019 memory: 3029 loss: 1.2968 2022/12/02 05:23:03 - mmengine - INFO - Epoch(train) [93][4000/5005] lr: 1.2151e-02 eta: 3:42:48 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.1370 2022/12/02 05:23:12 - mmengine - INFO - Epoch(train) [93][4100/5005] lr: 1.2134e-02 eta: 3:42:39 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.1289 2022/12/02 05:23:22 - mmengine - INFO - Epoch(train) [93][4200/5005] lr: 1.2117e-02 eta: 3:42:29 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.1057 2022/12/02 05:23:32 - mmengine - INFO - Epoch(train) [93][4300/5005] lr: 1.2100e-02 eta: 3:42:19 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.2386 2022/12/02 05:23:42 - mmengine - INFO - Epoch(train) [93][4400/5005] lr: 1.2083e-02 eta: 3:42:09 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1215 2022/12/02 05:23:52 - mmengine - INFO - Epoch(train) [93][4500/5005] lr: 1.2066e-02 eta: 3:41:59 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.2348 2022/12/02 05:23:56 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:24:02 - mmengine - INFO - Epoch(train) [93][4600/5005] lr: 1.2049e-02 eta: 3:41:50 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.3545 2022/12/02 05:24:12 - mmengine - INFO - Epoch(train) [93][4700/5005] lr: 1.2032e-02 eta: 3:41:40 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.1794 2022/12/02 05:24:22 - mmengine - INFO - Epoch(train) [93][4800/5005] lr: 1.2015e-02 eta: 3:41:30 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3091 2022/12/02 05:24:32 - mmengine - INFO - Epoch(train) [93][4900/5005] lr: 1.1998e-02 eta: 3:41:20 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 1.1754 2022/12/02 05:24:42 - mmengine - INFO - Epoch(train) [93][5000/5005] lr: 1.1981e-02 eta: 3:41:10 time: 0.0988 data_time: 0.0027 memory: 3029 loss: 1.2163 2022/12/02 05:24:42 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:24:42 - mmengine - INFO - Saving checkpoint at 93 epochs 2022/12/02 05:24:48 - mmengine - INFO - Epoch(val) [93][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0165 memory: 3029 2022/12/02 05:25:01 - mmengine - INFO - Epoch(val) [93][196/196] accuracy/top1: 73.4480 accuracy/top5: 91.6780 2022/12/02 05:25:11 - mmengine - INFO - Epoch(train) [94][ 100/5005] lr: 1.1963e-02 eta: 3:41:00 time: 0.1019 data_time: 0.0019 memory: 3029 loss: 1.3348 2022/12/02 05:25:21 - mmengine - INFO - Epoch(train) [94][ 200/5005] lr: 1.1946e-02 eta: 3:40:50 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.1944 2022/12/02 05:25:31 - mmengine - INFO - Epoch(train) [94][ 300/5005] lr: 1.1929e-02 eta: 3:40:41 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.1558 2022/12/02 05:25:41 - mmengine - INFO - Epoch(train) [94][ 400/5005] lr: 1.1912e-02 eta: 3:40:31 time: 0.0975 data_time: 0.0018 memory: 3029 loss: 1.1900 2022/12/02 05:25:51 - mmengine - INFO - Epoch(train) [94][ 500/5005] lr: 1.1895e-02 eta: 3:40:21 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3249 2022/12/02 05:25:54 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:26:01 - mmengine - INFO - Epoch(train) [94][ 600/5005] lr: 1.1878e-02 eta: 3:40:11 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2638 2022/12/02 05:26:11 - mmengine - INFO - Epoch(train) [94][ 700/5005] lr: 1.1861e-02 eta: 3:40:01 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.0382 2022/12/02 05:26:21 - mmengine - INFO - Epoch(train) [94][ 800/5005] lr: 1.1844e-02 eta: 3:39:51 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1570 2022/12/02 05:26:31 - mmengine - INFO - Epoch(train) [94][ 900/5005] lr: 1.1827e-02 eta: 3:39:42 time: 0.1034 data_time: 0.0018 memory: 3029 loss: 1.1830 2022/12/02 05:26:40 - mmengine - INFO - Epoch(train) [94][1000/5005] lr: 1.1811e-02 eta: 3:39:32 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.2336 2022/12/02 05:26:50 - mmengine - INFO - Epoch(train) [94][1100/5005] lr: 1.1794e-02 eta: 3:39:22 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 0.9909 2022/12/02 05:27:00 - mmengine - INFO - Epoch(train) [94][1200/5005] lr: 1.1777e-02 eta: 3:39:12 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.2426 2022/12/02 05:27:10 - mmengine - INFO - Epoch(train) [94][1300/5005] lr: 1.1760e-02 eta: 3:39:02 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.2434 2022/12/02 05:27:20 - mmengine - INFO - Epoch(train) [94][1400/5005] lr: 1.1743e-02 eta: 3:38:52 time: 0.0976 data_time: 0.0019 memory: 3029 loss: 1.0073 2022/12/02 05:27:30 - mmengine - INFO - Epoch(train) [94][1500/5005] lr: 1.1726e-02 eta: 3:38:43 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2738 2022/12/02 05:27:34 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:27:40 - mmengine - INFO - Epoch(train) [94][1600/5005] lr: 1.1709e-02 eta: 3:38:33 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.0748 2022/12/02 05:27:50 - mmengine - INFO - Epoch(train) [94][1700/5005] lr: 1.1693e-02 eta: 3:38:23 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.1200 2022/12/02 05:28:00 - mmengine - INFO - Epoch(train) [94][1800/5005] lr: 1.1676e-02 eta: 3:38:13 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1287 2022/12/02 05:28:10 - mmengine - INFO - Epoch(train) [94][1900/5005] lr: 1.1659e-02 eta: 3:38:03 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.2270 2022/12/02 05:28:20 - mmengine - INFO - Epoch(train) [94][2000/5005] lr: 1.1642e-02 eta: 3:37:53 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.1652 2022/12/02 05:28:30 - mmengine - INFO - Epoch(train) [94][2100/5005] lr: 1.1625e-02 eta: 3:37:44 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.2545 2022/12/02 05:28:40 - mmengine - INFO - Epoch(train) [94][2200/5005] lr: 1.1609e-02 eta: 3:37:34 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.0459 2022/12/02 05:28:49 - mmengine - INFO - Epoch(train) [94][2300/5005] lr: 1.1592e-02 eta: 3:37:24 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2659 2022/12/02 05:28:59 - mmengine - INFO - Epoch(train) [94][2400/5005] lr: 1.1575e-02 eta: 3:37:14 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1094 2022/12/02 05:29:09 - mmengine - INFO - Epoch(train) [94][2500/5005] lr: 1.1558e-02 eta: 3:37:04 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.2232 2022/12/02 05:29:13 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:29:19 - mmengine - INFO - Epoch(train) [94][2600/5005] lr: 1.1542e-02 eta: 3:36:55 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3635 2022/12/02 05:29:29 - mmengine - INFO - Epoch(train) [94][2700/5005] lr: 1.1525e-02 eta: 3:36:45 time: 0.1038 data_time: 0.0018 memory: 3029 loss: 1.1839 2022/12/02 05:29:39 - mmengine - INFO - Epoch(train) [94][2800/5005] lr: 1.1508e-02 eta: 3:36:35 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.1375 2022/12/02 05:29:49 - mmengine - INFO - Epoch(train) [94][2900/5005] lr: 1.1492e-02 eta: 3:36:25 time: 0.0988 data_time: 0.0018 memory: 3029 loss: 1.0992 2022/12/02 05:29:59 - mmengine - INFO - Epoch(train) [94][3000/5005] lr: 1.1475e-02 eta: 3:36:15 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.3512 2022/12/02 05:30:09 - mmengine - INFO - Epoch(train) [94][3100/5005] lr: 1.1458e-02 eta: 3:36:06 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2635 2022/12/02 05:30:19 - mmengine - INFO - Epoch(train) [94][3200/5005] lr: 1.1442e-02 eta: 3:35:56 time: 0.0976 data_time: 0.0018 memory: 3029 loss: 1.1123 2022/12/02 05:30:29 - mmengine - INFO - Epoch(train) [94][3300/5005] lr: 1.1425e-02 eta: 3:35:46 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2687 2022/12/02 05:30:39 - mmengine - INFO - Epoch(train) [94][3400/5005] lr: 1.1408e-02 eta: 3:35:36 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.2958 2022/12/02 05:30:49 - mmengine - INFO - Epoch(train) [94][3500/5005] lr: 1.1392e-02 eta: 3:35:26 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 0.9983 2022/12/02 05:30:52 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:30:59 - mmengine - INFO - Epoch(train) [94][3600/5005] lr: 1.1375e-02 eta: 3:35:16 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.1617 2022/12/02 05:31:08 - mmengine - INFO - Epoch(train) [94][3700/5005] lr: 1.1359e-02 eta: 3:35:07 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.0753 2022/12/02 05:31:18 - mmengine - INFO - Epoch(train) [94][3800/5005] lr: 1.1342e-02 eta: 3:34:57 time: 0.1026 data_time: 0.0018 memory: 3029 loss: 1.3219 2022/12/02 05:31:28 - mmengine - INFO - Epoch(train) [94][3900/5005] lr: 1.1325e-02 eta: 3:34:47 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.1953 2022/12/02 05:31:38 - mmengine - INFO - Epoch(train) [94][4000/5005] lr: 1.1309e-02 eta: 3:34:37 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1371 2022/12/02 05:31:48 - mmengine - INFO - Epoch(train) [94][4100/5005] lr: 1.1292e-02 eta: 3:34:27 time: 0.0976 data_time: 0.0019 memory: 3029 loss: 1.1649 2022/12/02 05:31:58 - mmengine - INFO - Epoch(train) [94][4200/5005] lr: 1.1276e-02 eta: 3:34:18 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.3201 2022/12/02 05:32:08 - mmengine - INFO - Epoch(train) [94][4300/5005] lr: 1.1259e-02 eta: 3:34:08 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1317 2022/12/02 05:32:18 - mmengine - INFO - Epoch(train) [94][4400/5005] lr: 1.1243e-02 eta: 3:33:58 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 0.9983 2022/12/02 05:32:28 - mmengine - INFO - Epoch(train) [94][4500/5005] lr: 1.1226e-02 eta: 3:33:48 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.0292 2022/12/02 05:32:31 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:32:38 - mmengine - INFO - Epoch(train) [94][4600/5005] lr: 1.1210e-02 eta: 3:33:38 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.1760 2022/12/02 05:32:48 - mmengine - INFO - Epoch(train) [94][4700/5005] lr: 1.1193e-02 eta: 3:33:28 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2444 2022/12/02 05:32:58 - mmengine - INFO - Epoch(train) [94][4800/5005] lr: 1.1177e-02 eta: 3:33:19 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1522 2022/12/02 05:33:08 - mmengine - INFO - Epoch(train) [94][4900/5005] lr: 1.1160e-02 eta: 3:33:09 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1666 2022/12/02 05:33:18 - mmengine - INFO - Epoch(train) [94][5000/5005] lr: 1.1144e-02 eta: 3:32:59 time: 0.0987 data_time: 0.0029 memory: 3029 loss: 1.1461 2022/12/02 05:33:18 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:33:18 - mmengine - INFO - Saving checkpoint at 94 epochs 2022/12/02 05:33:24 - mmengine - INFO - Epoch(val) [94][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0165 memory: 3029 2022/12/02 05:33:37 - mmengine - INFO - Epoch(val) [94][196/196] accuracy/top1: 73.9940 accuracy/top5: 91.9900 2022/12/02 05:33:47 - mmengine - INFO - Epoch(train) [95][ 100/5005] lr: 1.1126e-02 eta: 3:32:49 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.1034 2022/12/02 05:33:57 - mmengine - INFO - Epoch(train) [95][ 200/5005] lr: 1.1110e-02 eta: 3:32:39 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 0.9447 2022/12/02 05:34:07 - mmengine - INFO - Epoch(train) [95][ 300/5005] lr: 1.1094e-02 eta: 3:32:29 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1158 2022/12/02 05:34:17 - mmengine - INFO - Epoch(train) [95][ 400/5005] lr: 1.1077e-02 eta: 3:32:19 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.0159 2022/12/02 05:34:26 - mmengine - INFO - Epoch(train) [95][ 500/5005] lr: 1.1061e-02 eta: 3:32:10 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.0452 2022/12/02 05:34:29 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:34:36 - mmengine - INFO - Epoch(train) [95][ 600/5005] lr: 1.1044e-02 eta: 3:32:00 time: 0.1027 data_time: 0.0018 memory: 3029 loss: 1.1910 2022/12/02 05:34:46 - mmengine - INFO - Epoch(train) [95][ 700/5005] lr: 1.1028e-02 eta: 3:31:50 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.1028 2022/12/02 05:34:56 - mmengine - INFO - Epoch(train) [95][ 800/5005] lr: 1.1012e-02 eta: 3:31:40 time: 0.0982 data_time: 0.0018 memory: 3029 loss: 0.9841 2022/12/02 05:35:06 - mmengine - INFO - Epoch(train) [95][ 900/5005] lr: 1.0995e-02 eta: 3:31:30 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2321 2022/12/02 05:35:16 - mmengine - INFO - Epoch(train) [95][1000/5005] lr: 1.0979e-02 eta: 3:31:21 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.0848 2022/12/02 05:35:26 - mmengine - INFO - Epoch(train) [95][1100/5005] lr: 1.0962e-02 eta: 3:31:11 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.3469 2022/12/02 05:35:36 - mmengine - INFO - Epoch(train) [95][1200/5005] lr: 1.0946e-02 eta: 3:31:01 time: 0.1008 data_time: 0.0018 memory: 3029 loss: 1.0747 2022/12/02 05:35:46 - mmengine - INFO - Epoch(train) [95][1300/5005] lr: 1.0930e-02 eta: 3:30:51 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.1444 2022/12/02 05:35:56 - mmengine - INFO - Epoch(train) [95][1400/5005] lr: 1.0913e-02 eta: 3:30:41 time: 0.1010 data_time: 0.0018 memory: 3029 loss: 1.1893 2022/12/02 05:36:06 - mmengine - INFO - Epoch(train) [95][1500/5005] lr: 1.0897e-02 eta: 3:30:31 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.1783 2022/12/02 05:36:09 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:36:16 - mmengine - INFO - Epoch(train) [95][1600/5005] lr: 1.0881e-02 eta: 3:30:22 time: 0.0986 data_time: 0.0018 memory: 3029 loss: 1.0985 2022/12/02 05:36:26 - mmengine - INFO - Epoch(train) [95][1700/5005] lr: 1.0865e-02 eta: 3:30:12 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.0980 2022/12/02 05:36:36 - mmengine - INFO - Epoch(train) [95][1800/5005] lr: 1.0848e-02 eta: 3:30:02 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.0765 2022/12/02 05:36:46 - mmengine - INFO - Epoch(train) [95][1900/5005] lr: 1.0832e-02 eta: 3:29:52 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1816 2022/12/02 05:36:55 - mmengine - INFO - Epoch(train) [95][2000/5005] lr: 1.0816e-02 eta: 3:29:42 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.2303 2022/12/02 05:37:05 - mmengine - INFO - Epoch(train) [95][2100/5005] lr: 1.0800e-02 eta: 3:29:33 time: 0.0982 data_time: 0.0018 memory: 3029 loss: 1.0767 2022/12/02 05:37:15 - mmengine - INFO - Epoch(train) [95][2200/5005] lr: 1.0783e-02 eta: 3:29:23 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.0282 2022/12/02 05:37:25 - mmengine - INFO - Epoch(train) [95][2300/5005] lr: 1.0767e-02 eta: 3:29:13 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.3095 2022/12/02 05:37:35 - mmengine - INFO - Epoch(train) [95][2400/5005] lr: 1.0751e-02 eta: 3:29:03 time: 0.0978 data_time: 0.0020 memory: 3029 loss: 1.1178 2022/12/02 05:37:45 - mmengine - INFO - Epoch(train) [95][2500/5005] lr: 1.0735e-02 eta: 3:28:53 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.0679 2022/12/02 05:37:48 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:37:55 - mmengine - INFO - Epoch(train) [95][2600/5005] lr: 1.0719e-02 eta: 3:28:44 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.1104 2022/12/02 05:38:05 - mmengine - INFO - Epoch(train) [95][2700/5005] lr: 1.0702e-02 eta: 3:28:34 time: 0.0979 data_time: 0.0020 memory: 3029 loss: 1.3167 2022/12/02 05:38:15 - mmengine - INFO - Epoch(train) [95][2800/5005] lr: 1.0686e-02 eta: 3:28:24 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.1361 2022/12/02 05:38:25 - mmengine - INFO - Epoch(train) [95][2900/5005] lr: 1.0670e-02 eta: 3:28:14 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1973 2022/12/02 05:38:35 - mmengine - INFO - Epoch(train) [95][3000/5005] lr: 1.0654e-02 eta: 3:28:04 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.1438 2022/12/02 05:38:45 - mmengine - INFO - Epoch(train) [95][3100/5005] lr: 1.0638e-02 eta: 3:27:54 time: 0.0987 data_time: 0.0019 memory: 3029 loss: 0.9593 2022/12/02 05:38:55 - mmengine - INFO - Epoch(train) [95][3200/5005] lr: 1.0622e-02 eta: 3:27:45 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.1730 2022/12/02 05:39:05 - mmengine - INFO - Epoch(train) [95][3300/5005] lr: 1.0606e-02 eta: 3:27:35 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.2116 2022/12/02 05:39:14 - mmengine - INFO - Epoch(train) [95][3400/5005] lr: 1.0589e-02 eta: 3:27:25 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.2187 2022/12/02 05:39:24 - mmengine - INFO - Epoch(train) [95][3500/5005] lr: 1.0573e-02 eta: 3:27:15 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.1621 2022/12/02 05:39:27 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:39:34 - mmengine - INFO - Epoch(train) [95][3600/5005] lr: 1.0557e-02 eta: 3:27:05 time: 0.0979 data_time: 0.0020 memory: 3029 loss: 1.2294 2022/12/02 05:39:44 - mmengine - INFO - Epoch(train) [95][3700/5005] lr: 1.0541e-02 eta: 3:26:56 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 1.2464 2022/12/02 05:39:54 - mmengine - INFO - Epoch(train) [95][3800/5005] lr: 1.0525e-02 eta: 3:26:46 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.0972 2022/12/02 05:40:04 - mmengine - INFO - Epoch(train) [95][3900/5005] lr: 1.0509e-02 eta: 3:26:36 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.3188 2022/12/02 05:40:14 - mmengine - INFO - Epoch(train) [95][4000/5005] lr: 1.0493e-02 eta: 3:26:26 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.1306 2022/12/02 05:40:24 - mmengine - INFO - Epoch(train) [95][4100/5005] lr: 1.0477e-02 eta: 3:26:16 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.0566 2022/12/02 05:40:34 - mmengine - INFO - Epoch(train) [95][4200/5005] lr: 1.0461e-02 eta: 3:26:06 time: 0.1051 data_time: 0.0018 memory: 3029 loss: 1.1461 2022/12/02 05:40:44 - mmengine - INFO - Epoch(train) [95][4300/5005] lr: 1.0445e-02 eta: 3:25:57 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.1471 2022/12/02 05:40:54 - mmengine - INFO - Epoch(train) [95][4400/5005] lr: 1.0429e-02 eta: 3:25:47 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.1389 2022/12/02 05:41:04 - mmengine - INFO - Epoch(train) [95][4500/5005] lr: 1.0413e-02 eta: 3:25:37 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.0207 2022/12/02 05:41:07 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:41:14 - mmengine - INFO - Epoch(train) [95][4600/5005] lr: 1.0397e-02 eta: 3:25:27 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.0582 2022/12/02 05:41:24 - mmengine - INFO - Epoch(train) [95][4700/5005] lr: 1.0381e-02 eta: 3:25:17 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.2297 2022/12/02 05:41:33 - mmengine - INFO - Epoch(train) [95][4800/5005] lr: 1.0365e-02 eta: 3:25:08 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.2983 2022/12/02 05:41:43 - mmengine - INFO - Epoch(train) [95][4900/5005] lr: 1.0349e-02 eta: 3:24:58 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.2175 2022/12/02 05:41:53 - mmengine - INFO - Epoch(train) [95][5000/5005] lr: 1.0333e-02 eta: 3:24:48 time: 0.0988 data_time: 0.0028 memory: 3029 loss: 1.1262 2022/12/02 05:41:54 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:41:54 - mmengine - INFO - Saving checkpoint at 95 epochs 2022/12/02 05:42:00 - mmengine - INFO - Epoch(val) [95][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0166 memory: 3029 2022/12/02 05:42:12 - mmengine - INFO - Epoch(val) [95][196/196] accuracy/top1: 73.9800 accuracy/top5: 91.9060 2022/12/02 05:42:23 - mmengine - INFO - Epoch(train) [96][ 100/5005] lr: 1.0317e-02 eta: 3:24:38 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.0193 2022/12/02 05:42:32 - mmengine - INFO - Epoch(train) [96][ 200/5005] lr: 1.0301e-02 eta: 3:24:28 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 0.9018 2022/12/02 05:42:42 - mmengine - INFO - Epoch(train) [96][ 300/5005] lr: 1.0285e-02 eta: 3:24:18 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1970 2022/12/02 05:42:52 - mmengine - INFO - Epoch(train) [96][ 400/5005] lr: 1.0269e-02 eta: 3:24:08 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 1.2449 2022/12/02 05:43:02 - mmengine - INFO - Epoch(train) [96][ 500/5005] lr: 1.0253e-02 eta: 3:23:58 time: 0.0989 data_time: 0.0018 memory: 3029 loss: 1.0442 2022/12/02 05:43:05 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:43:12 - mmengine - INFO - Epoch(train) [96][ 600/5005] lr: 1.0237e-02 eta: 3:23:49 time: 0.0985 data_time: 0.0018 memory: 3029 loss: 1.0727 2022/12/02 05:43:22 - mmengine - INFO - Epoch(train) [96][ 700/5005] lr: 1.0221e-02 eta: 3:23:39 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.2496 2022/12/02 05:43:32 - mmengine - INFO - Epoch(train) [96][ 800/5005] lr: 1.0205e-02 eta: 3:23:29 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 0.9508 2022/12/02 05:43:42 - mmengine - INFO - Epoch(train) [96][ 900/5005] lr: 1.0190e-02 eta: 3:23:19 time: 0.1029 data_time: 0.0019 memory: 3029 loss: 1.0770 2022/12/02 05:43:52 - mmengine - INFO - Epoch(train) [96][1000/5005] lr: 1.0174e-02 eta: 3:23:10 time: 0.1029 data_time: 0.0018 memory: 3029 loss: 1.0870 2022/12/02 05:44:02 - mmengine - INFO - Epoch(train) [96][1100/5005] lr: 1.0158e-02 eta: 3:23:00 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.0915 2022/12/02 05:44:12 - mmengine - INFO - Epoch(train) [96][1200/5005] lr: 1.0142e-02 eta: 3:22:50 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.1744 2022/12/02 05:44:22 - mmengine - INFO - Epoch(train) [96][1300/5005] lr: 1.0126e-02 eta: 3:22:40 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1868 2022/12/02 05:44:32 - mmengine - INFO - Epoch(train) [96][1400/5005] lr: 1.0111e-02 eta: 3:22:30 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.1583 2022/12/02 05:44:42 - mmengine - INFO - Epoch(train) [96][1500/5005] lr: 1.0095e-02 eta: 3:22:20 time: 0.1021 data_time: 0.0020 memory: 3029 loss: 1.0173 2022/12/02 05:44:44 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:44:52 - mmengine - INFO - Epoch(train) [96][1600/5005] lr: 1.0079e-02 eta: 3:22:11 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 0.9907 2022/12/02 05:45:02 - mmengine - INFO - Epoch(train) [96][1700/5005] lr: 1.0063e-02 eta: 3:22:01 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.1950 2022/12/02 05:45:11 - mmengine - INFO - Epoch(train) [96][1800/5005] lr: 1.0048e-02 eta: 3:21:51 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.1992 2022/12/02 05:45:21 - mmengine - INFO - Epoch(train) [96][1900/5005] lr: 1.0032e-02 eta: 3:21:41 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.0000 2022/12/02 05:45:31 - mmengine - INFO - Epoch(train) [96][2000/5005] lr: 1.0016e-02 eta: 3:21:31 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.0414 2022/12/02 05:45:41 - mmengine - INFO - Epoch(train) [96][2100/5005] lr: 1.0001e-02 eta: 3:21:22 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 0.9858 2022/12/02 05:45:51 - mmengine - INFO - Epoch(train) [96][2200/5005] lr: 9.9849e-03 eta: 3:21:12 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 0.9980 2022/12/02 05:46:01 - mmengine - INFO - Epoch(train) [96][2300/5005] lr: 9.9692e-03 eta: 3:21:02 time: 0.0988 data_time: 0.0018 memory: 3029 loss: 1.2094 2022/12/02 05:46:11 - mmengine - INFO - Epoch(train) [96][2400/5005] lr: 9.9535e-03 eta: 3:20:52 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.1526 2022/12/02 05:46:21 - mmengine - INFO - Epoch(train) [96][2500/5005] lr: 9.9379e-03 eta: 3:20:42 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.1722 2022/12/02 05:46:24 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:46:31 - mmengine - INFO - Epoch(train) [96][2600/5005] lr: 9.9222e-03 eta: 3:20:32 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.2401 2022/12/02 05:46:41 - mmengine - INFO - Epoch(train) [96][2700/5005] lr: 9.9066e-03 eta: 3:20:23 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2182 2022/12/02 05:46:51 - mmengine - INFO - Epoch(train) [96][2800/5005] lr: 9.8910e-03 eta: 3:20:13 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.0764 2022/12/02 05:47:01 - mmengine - INFO - Epoch(train) [96][2900/5005] lr: 9.8753e-03 eta: 3:20:03 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1596 2022/12/02 05:47:11 - mmengine - INFO - Epoch(train) [96][3000/5005] lr: 9.8597e-03 eta: 3:19:53 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.0382 2022/12/02 05:47:21 - mmengine - INFO - Epoch(train) [96][3100/5005] lr: 9.8442e-03 eta: 3:19:43 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.0965 2022/12/02 05:47:31 - mmengine - INFO - Epoch(train) [96][3200/5005] lr: 9.8286e-03 eta: 3:19:34 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.1770 2022/12/02 05:47:41 - mmengine - INFO - Epoch(train) [96][3300/5005] lr: 9.8130e-03 eta: 3:19:24 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.0855 2022/12/02 05:47:51 - mmengine - INFO - Epoch(train) [96][3400/5005] lr: 9.7975e-03 eta: 3:19:14 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1507 2022/12/02 05:48:00 - mmengine - INFO - Epoch(train) [96][3500/5005] lr: 9.7819e-03 eta: 3:19:04 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.0888 2022/12/02 05:48:03 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:48:10 - mmengine - INFO - Epoch(train) [96][3600/5005] lr: 9.7664e-03 eta: 3:18:54 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.1443 2022/12/02 05:48:20 - mmengine - INFO - Epoch(train) [96][3700/5005] lr: 9.7509e-03 eta: 3:18:44 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.2757 2022/12/02 05:48:30 - mmengine - INFO - Epoch(train) [96][3800/5005] lr: 9.7353e-03 eta: 3:18:35 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.0881 2022/12/02 05:48:40 - mmengine - INFO - Epoch(train) [96][3900/5005] lr: 9.7198e-03 eta: 3:18:25 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 0.9627 2022/12/02 05:48:50 - mmengine - INFO - Epoch(train) [96][4000/5005] lr: 9.7044e-03 eta: 3:18:15 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.0201 2022/12/02 05:49:00 - mmengine - INFO - Epoch(train) [96][4100/5005] lr: 9.6889e-03 eta: 3:18:05 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.0910 2022/12/02 05:49:10 - mmengine - INFO - Epoch(train) [96][4200/5005] lr: 9.6734e-03 eta: 3:17:55 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.0854 2022/12/02 05:49:20 - mmengine - INFO - Epoch(train) [96][4300/5005] lr: 9.6580e-03 eta: 3:17:46 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 0.8897 2022/12/02 05:49:30 - mmengine - INFO - Epoch(train) [96][4400/5005] lr: 9.6425e-03 eta: 3:17:36 time: 0.0988 data_time: 0.0018 memory: 3029 loss: 0.9489 2022/12/02 05:49:40 - mmengine - INFO - Epoch(train) [96][4500/5005] lr: 9.6271e-03 eta: 3:17:26 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 1.0309 2022/12/02 05:49:42 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:49:50 - mmengine - INFO - Epoch(train) [96][4600/5005] lr: 9.6117e-03 eta: 3:17:16 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 0.9418 2022/12/02 05:50:00 - mmengine - INFO - Epoch(train) [96][4700/5005] lr: 9.5962e-03 eta: 3:17:06 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.1107 2022/12/02 05:50:10 - mmengine - INFO - Epoch(train) [96][4800/5005] lr: 9.5808e-03 eta: 3:16:57 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.0428 2022/12/02 05:50:20 - mmengine - INFO - Epoch(train) [96][4900/5005] lr: 9.5655e-03 eta: 3:16:47 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 1.2541 2022/12/02 05:50:29 - mmengine - INFO - Epoch(train) [96][5000/5005] lr: 9.5501e-03 eta: 3:16:37 time: 0.0994 data_time: 0.0029 memory: 3029 loss: 1.0147 2022/12/02 05:50:30 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:50:30 - mmengine - INFO - Saving checkpoint at 96 epochs 2022/12/02 05:50:36 - mmengine - INFO - Epoch(val) [96][100/196] eta: 0:00:03 time: 0.0363 data_time: 0.0173 memory: 3029 2022/12/02 05:50:49 - mmengine - INFO - Epoch(val) [96][196/196] accuracy/top1: 74.4020 accuracy/top5: 92.1120 2022/12/02 05:50:59 - mmengine - INFO - Epoch(train) [97][ 100/5005] lr: 9.5339e-03 eta: 3:16:27 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.0349 2022/12/02 05:51:09 - mmengine - INFO - Epoch(train) [97][ 200/5005] lr: 9.5186e-03 eta: 3:16:17 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1801 2022/12/02 05:51:19 - mmengine - INFO - Epoch(train) [97][ 300/5005] lr: 9.5032e-03 eta: 3:16:07 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 0.9677 2022/12/02 05:51:29 - mmengine - INFO - Epoch(train) [97][ 400/5005] lr: 9.4879e-03 eta: 3:15:57 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 1.1082 2022/12/02 05:51:39 - mmengine - INFO - Epoch(train) [97][ 500/5005] lr: 9.4726e-03 eta: 3:15:47 time: 0.0980 data_time: 0.0020 memory: 3029 loss: 1.3040 2022/12/02 05:51:41 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:51:49 - mmengine - INFO - Epoch(train) [97][ 600/5005] lr: 9.4573e-03 eta: 3:15:38 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 0.9873 2022/12/02 05:51:59 - mmengine - INFO - Epoch(train) [97][ 700/5005] lr: 9.4420e-03 eta: 3:15:28 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 1.2332 2022/12/02 05:52:09 - mmengine - INFO - Epoch(train) [97][ 800/5005] lr: 9.4267e-03 eta: 3:15:18 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.0558 2022/12/02 05:52:18 - mmengine - INFO - Epoch(train) [97][ 900/5005] lr: 9.4114e-03 eta: 3:15:08 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.1172 2022/12/02 05:52:28 - mmengine - INFO - Epoch(train) [97][1000/5005] lr: 9.3961e-03 eta: 3:14:58 time: 0.1037 data_time: 0.0019 memory: 3029 loss: 0.9042 2022/12/02 05:52:38 - mmengine - INFO - Epoch(train) [97][1100/5005] lr: 9.3809e-03 eta: 3:14:49 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 1.0213 2022/12/02 05:52:48 - mmengine - INFO - Epoch(train) [97][1200/5005] lr: 9.3656e-03 eta: 3:14:39 time: 0.0980 data_time: 0.0020 memory: 3029 loss: 1.0359 2022/12/02 05:52:58 - mmengine - INFO - Epoch(train) [97][1300/5005] lr: 9.3504e-03 eta: 3:14:29 time: 0.1035 data_time: 0.0019 memory: 3029 loss: 1.0093 2022/12/02 05:53:08 - mmengine - INFO - Epoch(train) [97][1400/5005] lr: 9.3352e-03 eta: 3:14:19 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.1299 2022/12/02 05:53:18 - mmengine - INFO - Epoch(train) [97][1500/5005] lr: 9.3200e-03 eta: 3:14:09 time: 0.0982 data_time: 0.0018 memory: 3029 loss: 1.1343 2022/12/02 05:53:20 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:53:28 - mmengine - INFO - Epoch(train) [97][1600/5005] lr: 9.3048e-03 eta: 3:14:00 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.0964 2022/12/02 05:53:38 - mmengine - INFO - Epoch(train) [97][1700/5005] lr: 9.2896e-03 eta: 3:13:50 time: 0.0981 data_time: 0.0020 memory: 3029 loss: 0.9088 2022/12/02 05:53:48 - mmengine - INFO - Epoch(train) [97][1800/5005] lr: 9.2744e-03 eta: 3:13:40 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.1956 2022/12/02 05:53:58 - mmengine - INFO - Epoch(train) [97][1900/5005] lr: 9.2592e-03 eta: 3:13:30 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1642 2022/12/02 05:54:08 - mmengine - INFO - Epoch(train) [97][2000/5005] lr: 9.2441e-03 eta: 3:13:20 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.2050 2022/12/02 05:54:18 - mmengine - INFO - Epoch(train) [97][2100/5005] lr: 9.2289e-03 eta: 3:13:10 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 1.1060 2022/12/02 05:54:28 - mmengine - INFO - Epoch(train) [97][2200/5005] lr: 9.2138e-03 eta: 3:13:01 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.1695 2022/12/02 05:54:38 - mmengine - INFO - Epoch(train) [97][2300/5005] lr: 9.1987e-03 eta: 3:12:51 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.2483 2022/12/02 05:54:48 - mmengine - INFO - Epoch(train) [97][2400/5005] lr: 9.1836e-03 eta: 3:12:41 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.0489 2022/12/02 05:54:58 - mmengine - INFO - Epoch(train) [97][2500/5005] lr: 9.1685e-03 eta: 3:12:31 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.2124 2022/12/02 05:55:00 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:55:08 - mmengine - INFO - Epoch(train) [97][2600/5005] lr: 9.1534e-03 eta: 3:12:21 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.0591 2022/12/02 05:55:18 - mmengine - INFO - Epoch(train) [97][2700/5005] lr: 9.1383e-03 eta: 3:12:12 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.2208 2022/12/02 05:55:27 - mmengine - INFO - Epoch(train) [97][2800/5005] lr: 9.1232e-03 eta: 3:12:02 time: 0.0979 data_time: 0.0020 memory: 3029 loss: 0.9915 2022/12/02 05:55:37 - mmengine - INFO - Epoch(train) [97][2900/5005] lr: 9.1082e-03 eta: 3:11:52 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.0378 2022/12/02 05:55:47 - mmengine - INFO - Epoch(train) [97][3000/5005] lr: 9.0931e-03 eta: 3:11:42 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 0.8398 2022/12/02 05:55:57 - mmengine - INFO - Epoch(train) [97][3100/5005] lr: 9.0781e-03 eta: 3:11:32 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.0788 2022/12/02 05:56:07 - mmengine - INFO - Epoch(train) [97][3200/5005] lr: 9.0631e-03 eta: 3:11:23 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.2243 2022/12/02 05:56:17 - mmengine - INFO - Epoch(train) [97][3300/5005] lr: 9.0480e-03 eta: 3:11:13 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.1577 2022/12/02 05:56:27 - mmengine - INFO - Epoch(train) [97][3400/5005] lr: 9.0330e-03 eta: 3:11:03 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.0600 2022/12/02 05:56:37 - mmengine - INFO - Epoch(train) [97][3500/5005] lr: 9.0181e-03 eta: 3:10:53 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.1973 2022/12/02 05:56:39 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:56:47 - mmengine - INFO - Epoch(train) [97][3600/5005] lr: 9.0031e-03 eta: 3:10:43 time: 0.0985 data_time: 0.0018 memory: 3029 loss: 1.0927 2022/12/02 05:56:57 - mmengine - INFO - Epoch(train) [97][3700/5005] lr: 8.9881e-03 eta: 3:10:33 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.0136 2022/12/02 05:57:07 - mmengine - INFO - Epoch(train) [97][3800/5005] lr: 8.9732e-03 eta: 3:10:24 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.0814 2022/12/02 05:57:17 - mmengine - INFO - Epoch(train) [97][3900/5005] lr: 8.9582e-03 eta: 3:10:14 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.3363 2022/12/02 05:57:27 - mmengine - INFO - Epoch(train) [97][4000/5005] lr: 8.9433e-03 eta: 3:10:04 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 0.9868 2022/12/02 05:57:37 - mmengine - INFO - Epoch(train) [97][4100/5005] lr: 8.9284e-03 eta: 3:09:54 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.0646 2022/12/02 05:57:47 - mmengine - INFO - Epoch(train) [97][4200/5005] lr: 8.9135e-03 eta: 3:09:44 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.0463 2022/12/02 05:57:56 - mmengine - INFO - Epoch(train) [97][4300/5005] lr: 8.8986e-03 eta: 3:09:35 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.1532 2022/12/02 05:58:06 - mmengine - INFO - Epoch(train) [97][4400/5005] lr: 8.8837e-03 eta: 3:09:25 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 1.0808 2022/12/02 05:58:16 - mmengine - INFO - Epoch(train) [97][4500/5005] lr: 8.8688e-03 eta: 3:09:15 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.0152 2022/12/02 05:58:18 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:58:26 - mmengine - INFO - Epoch(train) [97][4600/5005] lr: 8.8539e-03 eta: 3:09:05 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.1903 2022/12/02 05:58:36 - mmengine - INFO - Epoch(train) [97][4700/5005] lr: 8.8391e-03 eta: 3:08:55 time: 0.1043 data_time: 0.0020 memory: 3029 loss: 1.1244 2022/12/02 05:58:46 - mmengine - INFO - Epoch(train) [97][4800/5005] lr: 8.8242e-03 eta: 3:08:46 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 1.1595 2022/12/02 05:58:56 - mmengine - INFO - Epoch(train) [97][4900/5005] lr: 8.8094e-03 eta: 3:08:36 time: 0.1020 data_time: 0.0019 memory: 3029 loss: 1.0692 2022/12/02 05:59:06 - mmengine - INFO - Epoch(train) [97][5000/5005] lr: 8.7946e-03 eta: 3:08:26 time: 0.0991 data_time: 0.0027 memory: 3029 loss: 1.0677 2022/12/02 05:59:07 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 05:59:07 - mmengine - INFO - Saving checkpoint at 97 epochs 2022/12/02 05:59:12 - mmengine - INFO - Epoch(val) [97][100/196] eta: 0:00:03 time: 0.0381 data_time: 0.0192 memory: 3029 2022/12/02 05:59:25 - mmengine - INFO - Epoch(val) [97][196/196] accuracy/top1: 74.6640 accuracy/top5: 92.2280 2022/12/02 05:59:35 - mmengine - INFO - Epoch(train) [98][ 100/5005] lr: 8.7790e-03 eta: 3:08:16 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.0588 2022/12/02 05:59:45 - mmengine - INFO - Epoch(train) [98][ 200/5005] lr: 8.7642e-03 eta: 3:08:06 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 0.9473 2022/12/02 05:59:55 - mmengine - INFO - Epoch(train) [98][ 300/5005] lr: 8.7494e-03 eta: 3:07:56 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.2106 2022/12/02 06:00:05 - mmengine - INFO - Epoch(train) [98][ 400/5005] lr: 8.7347e-03 eta: 3:07:46 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.2089 2022/12/02 06:00:15 - mmengine - INFO - Epoch(train) [98][ 500/5005] lr: 8.7199e-03 eta: 3:07:37 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.0922 2022/12/02 06:00:17 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:00:25 - mmengine - INFO - Epoch(train) [98][ 600/5005] lr: 8.7052e-03 eta: 3:07:27 time: 0.1037 data_time: 0.0019 memory: 3029 loss: 1.1932 2022/12/02 06:00:35 - mmengine - INFO - Epoch(train) [98][ 700/5005] lr: 8.6904e-03 eta: 3:07:17 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.2508 2022/12/02 06:00:45 - mmengine - INFO - Epoch(train) [98][ 800/5005] lr: 8.6757e-03 eta: 3:07:07 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.0379 2022/12/02 06:00:55 - mmengine - INFO - Epoch(train) [98][ 900/5005] lr: 8.6610e-03 eta: 3:06:57 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 0.9605 2022/12/02 06:01:05 - mmengine - INFO - Epoch(train) [98][1000/5005] lr: 8.6463e-03 eta: 3:06:48 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.0924 2022/12/02 06:01:15 - mmengine - INFO - Epoch(train) [98][1100/5005] lr: 8.6316e-03 eta: 3:06:38 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.2511 2022/12/02 06:01:25 - mmengine - INFO - Epoch(train) [98][1200/5005] lr: 8.6169e-03 eta: 3:06:28 time: 0.0997 data_time: 0.0019 memory: 3029 loss: 1.1163 2022/12/02 06:01:35 - mmengine - INFO - Epoch(train) [98][1300/5005] lr: 8.6022e-03 eta: 3:06:18 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 1.1110 2022/12/02 06:01:45 - mmengine - INFO - Epoch(train) [98][1400/5005] lr: 8.5876e-03 eta: 3:06:08 time: 0.1091 data_time: 0.0020 memory: 3029 loss: 1.0700 2022/12/02 06:01:55 - mmengine - INFO - Epoch(train) [98][1500/5005] lr: 8.5729e-03 eta: 3:05:58 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.1034 2022/12/02 06:01:56 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:02:05 - mmengine - INFO - Epoch(train) [98][1600/5005] lr: 8.5583e-03 eta: 3:05:49 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 0.8499 2022/12/02 06:02:15 - mmengine - INFO - Epoch(train) [98][1700/5005] lr: 8.5436e-03 eta: 3:05:39 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.0348 2022/12/02 06:02:25 - mmengine - INFO - Epoch(train) [98][1800/5005] lr: 8.5290e-03 eta: 3:05:29 time: 0.1040 data_time: 0.0019 memory: 3029 loss: 0.8914 2022/12/02 06:02:35 - mmengine - INFO - Epoch(train) [98][1900/5005] lr: 8.5144e-03 eta: 3:05:19 time: 0.0977 data_time: 0.0018 memory: 3029 loss: 1.0855 2022/12/02 06:02:45 - mmengine - INFO - Epoch(train) [98][2000/5005] lr: 8.4998e-03 eta: 3:05:10 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.1559 2022/12/02 06:02:54 - mmengine - INFO - Epoch(train) [98][2100/5005] lr: 8.4852e-03 eta: 3:05:00 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.0723 2022/12/02 06:03:04 - mmengine - INFO - Epoch(train) [98][2200/5005] lr: 8.4707e-03 eta: 3:04:50 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.1829 2022/12/02 06:03:14 - mmengine - INFO - Epoch(train) [98][2300/5005] lr: 8.4561e-03 eta: 3:04:40 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 0.9056 2022/12/02 06:03:24 - mmengine - INFO - Epoch(train) [98][2400/5005] lr: 8.4416e-03 eta: 3:04:30 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 0.9702 2022/12/02 06:03:34 - mmengine - INFO - Epoch(train) [98][2500/5005] lr: 8.4270e-03 eta: 3:04:20 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.2400 2022/12/02 06:03:36 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:03:44 - mmengine - INFO - Epoch(train) [98][2600/5005] lr: 8.4125e-03 eta: 3:04:11 time: 0.0978 data_time: 0.0018 memory: 3029 loss: 1.1866 2022/12/02 06:03:54 - mmengine - INFO - Epoch(train) [98][2700/5005] lr: 8.3980e-03 eta: 3:04:01 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.0258 2022/12/02 06:04:04 - mmengine - INFO - Epoch(train) [98][2800/5005] lr: 8.3835e-03 eta: 3:03:51 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.0504 2022/12/02 06:04:14 - mmengine - INFO - Epoch(train) [98][2900/5005] lr: 8.3690e-03 eta: 3:03:41 time: 0.0984 data_time: 0.0018 memory: 3029 loss: 1.1201 2022/12/02 06:04:24 - mmengine - INFO - Epoch(train) [98][3000/5005] lr: 8.3545e-03 eta: 3:03:31 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 0.9676 2022/12/02 06:04:34 - mmengine - INFO - Epoch(train) [98][3100/5005] lr: 8.3400e-03 eta: 3:03:22 time: 0.0982 data_time: 0.0018 memory: 3029 loss: 1.0744 2022/12/02 06:04:44 - mmengine - INFO - Epoch(train) [98][3200/5005] lr: 8.3256e-03 eta: 3:03:12 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.1513 2022/12/02 06:04:54 - mmengine - INFO - Epoch(train) [98][3300/5005] lr: 8.3111e-03 eta: 3:03:02 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.0894 2022/12/02 06:05:04 - mmengine - INFO - Epoch(train) [98][3400/5005] lr: 8.2967e-03 eta: 3:02:52 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.1957 2022/12/02 06:05:14 - mmengine - INFO - Epoch(train) [98][3500/5005] lr: 8.2823e-03 eta: 3:02:42 time: 0.0979 data_time: 0.0020 memory: 3029 loss: 1.1332 2022/12/02 06:05:15 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:05:23 - mmengine - INFO - Epoch(train) [98][3600/5005] lr: 8.2679e-03 eta: 3:02:32 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.2005 2022/12/02 06:05:33 - mmengine - INFO - Epoch(train) [98][3700/5005] lr: 8.2535e-03 eta: 3:02:23 time: 0.0979 data_time: 0.0020 memory: 3029 loss: 1.0058 2022/12/02 06:05:43 - mmengine - INFO - Epoch(train) [98][3800/5005] lr: 8.2391e-03 eta: 3:02:13 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 0.9761 2022/12/02 06:05:53 - mmengine - INFO - Epoch(train) [98][3900/5005] lr: 8.2247e-03 eta: 3:02:03 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.0068 2022/12/02 06:06:03 - mmengine - INFO - Epoch(train) [98][4000/5005] lr: 8.2103e-03 eta: 3:01:53 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.1209 2022/12/02 06:06:13 - mmengine - INFO - Epoch(train) [98][4100/5005] lr: 8.1960e-03 eta: 3:01:43 time: 0.0977 data_time: 0.0019 memory: 3029 loss: 1.0181 2022/12/02 06:06:23 - mmengine - INFO - Epoch(train) [98][4200/5005] lr: 8.1817e-03 eta: 3:01:34 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.0813 2022/12/02 06:06:33 - mmengine - INFO - Epoch(train) [98][4300/5005] lr: 8.1673e-03 eta: 3:01:24 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.2487 2022/12/02 06:06:43 - mmengine - INFO - Epoch(train) [98][4400/5005] lr: 8.1530e-03 eta: 3:01:14 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 0.9865 2022/12/02 06:06:53 - mmengine - INFO - Epoch(train) [98][4500/5005] lr: 8.1387e-03 eta: 3:01:04 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.0646 2022/12/02 06:06:55 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:07:03 - mmengine - INFO - Epoch(train) [98][4600/5005] lr: 8.1244e-03 eta: 3:00:54 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.0407 2022/12/02 06:07:13 - mmengine - INFO - Epoch(train) [98][4700/5005] lr: 8.1101e-03 eta: 3:00:45 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 1.0765 2022/12/02 06:07:23 - mmengine - INFO - Epoch(train) [98][4800/5005] lr: 8.0958e-03 eta: 3:00:35 time: 0.0980 data_time: 0.0020 memory: 3029 loss: 1.1567 2022/12/02 06:07:33 - mmengine - INFO - Epoch(train) [98][4900/5005] lr: 8.0816e-03 eta: 3:00:25 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.1372 2022/12/02 06:07:43 - mmengine - INFO - Epoch(train) [98][5000/5005] lr: 8.0673e-03 eta: 3:00:15 time: 0.0990 data_time: 0.0027 memory: 3029 loss: 0.9505 2022/12/02 06:07:43 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:07:43 - mmengine - INFO - Saving checkpoint at 98 epochs 2022/12/02 06:07:49 - mmengine - INFO - Epoch(val) [98][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0164 memory: 3029 2022/12/02 06:08:02 - mmengine - INFO - Epoch(val) [98][196/196] accuracy/top1: 75.0680 accuracy/top5: 92.4220 2022/12/02 06:08:12 - mmengine - INFO - Epoch(train) [99][ 100/5005] lr: 8.0524e-03 eta: 3:00:05 time: 0.0982 data_time: 0.0018 memory: 3029 loss: 1.0865 2022/12/02 06:08:22 - mmengine - INFO - Epoch(train) [99][ 200/5005] lr: 8.0381e-03 eta: 2:59:55 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.0966 2022/12/02 06:08:32 - mmengine - INFO - Epoch(train) [99][ 300/5005] lr: 8.0239e-03 eta: 2:59:45 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 0.8858 2022/12/02 06:08:42 - mmengine - INFO - Epoch(train) [99][ 400/5005] lr: 8.0097e-03 eta: 2:59:35 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 0.9653 2022/12/02 06:08:52 - mmengine - INFO - Epoch(train) [99][ 500/5005] lr: 7.9955e-03 eta: 2:59:26 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.1303 2022/12/02 06:08:53 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:09:01 - mmengine - INFO - Epoch(train) [99][ 600/5005] lr: 7.9814e-03 eta: 2:59:16 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.0086 2022/12/02 06:09:11 - mmengine - INFO - Epoch(train) [99][ 700/5005] lr: 7.9672e-03 eta: 2:59:06 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 0.9207 2022/12/02 06:09:21 - mmengine - INFO - Epoch(train) [99][ 800/5005] lr: 7.9530e-03 eta: 2:58:56 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.1345 2022/12/02 06:09:31 - mmengine - INFO - Epoch(train) [99][ 900/5005] lr: 7.9389e-03 eta: 2:58:46 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.0263 2022/12/02 06:09:41 - mmengine - INFO - Epoch(train) [99][1000/5005] lr: 7.9247e-03 eta: 2:58:37 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 0.9840 2022/12/02 06:09:51 - mmengine - INFO - Epoch(train) [99][1100/5005] lr: 7.9106e-03 eta: 2:58:27 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.0869 2022/12/02 06:10:01 - mmengine - INFO - Epoch(train) [99][1200/5005] lr: 7.8965e-03 eta: 2:58:17 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 1.0172 2022/12/02 06:10:11 - mmengine - INFO - Epoch(train) [99][1300/5005] lr: 7.8824e-03 eta: 2:58:07 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.0531 2022/12/02 06:10:21 - mmengine - INFO - Epoch(train) [99][1400/5005] lr: 7.8683e-03 eta: 2:57:57 time: 0.0987 data_time: 0.0018 memory: 3029 loss: 1.0533 2022/12/02 06:10:31 - mmengine - INFO - Epoch(train) [99][1500/5005] lr: 7.8542e-03 eta: 2:57:48 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.0910 2022/12/02 06:10:32 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:10:41 - mmengine - INFO - Epoch(train) [99][1600/5005] lr: 7.8402e-03 eta: 2:57:38 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 0.9436 2022/12/02 06:10:51 - mmengine - INFO - Epoch(train) [99][1700/5005] lr: 7.8261e-03 eta: 2:57:28 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.1372 2022/12/02 06:11:01 - mmengine - INFO - Epoch(train) [99][1800/5005] lr: 7.8121e-03 eta: 2:57:18 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.0844 2022/12/02 06:11:11 - mmengine - INFO - Epoch(train) [99][1900/5005] lr: 7.7980e-03 eta: 2:57:08 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.1306 2022/12/02 06:11:21 - mmengine - INFO - Epoch(train) [99][2000/5005] lr: 7.7840e-03 eta: 2:56:58 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 0.9251 2022/12/02 06:11:31 - mmengine - INFO - Epoch(train) [99][2100/5005] lr: 7.7700e-03 eta: 2:56:49 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 0.9823 2022/12/02 06:11:41 - mmengine - INFO - Epoch(train) [99][2200/5005] lr: 7.7560e-03 eta: 2:56:39 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.0434 2022/12/02 06:11:51 - mmengine - INFO - Epoch(train) [99][2300/5005] lr: 7.7420e-03 eta: 2:56:29 time: 0.0996 data_time: 0.0019 memory: 3029 loss: 1.1277 2022/12/02 06:12:01 - mmengine - INFO - Epoch(train) [99][2400/5005] lr: 7.7281e-03 eta: 2:56:19 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 0.9484 2022/12/02 06:12:11 - mmengine - INFO - Epoch(train) [99][2500/5005] lr: 7.7141e-03 eta: 2:56:10 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.9775 2022/12/02 06:12:12 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:12:21 - mmengine - INFO - Epoch(train) [99][2600/5005] lr: 7.7001e-03 eta: 2:56:00 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.0595 2022/12/02 06:12:31 - mmengine - INFO - Epoch(train) [99][2700/5005] lr: 7.6862e-03 eta: 2:55:50 time: 0.1031 data_time: 0.0019 memory: 3029 loss: 1.0598 2022/12/02 06:12:41 - mmengine - INFO - Epoch(train) [99][2800/5005] lr: 7.6723e-03 eta: 2:55:40 time: 0.0986 data_time: 0.0018 memory: 3029 loss: 0.9484 2022/12/02 06:12:51 - mmengine - INFO - Epoch(train) [99][2900/5005] lr: 7.6584e-03 eta: 2:55:30 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 1.1819 2022/12/02 06:13:01 - mmengine - INFO - Epoch(train) [99][3000/5005] lr: 7.6445e-03 eta: 2:55:20 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 0.9256 2022/12/02 06:13:11 - mmengine - INFO - Epoch(train) [99][3100/5005] lr: 7.6306e-03 eta: 2:55:11 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.0244 2022/12/02 06:13:21 - mmengine - INFO - Epoch(train) [99][3200/5005] lr: 7.6167e-03 eta: 2:55:01 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 0.9741 2022/12/02 06:13:31 - mmengine - INFO - Epoch(train) [99][3300/5005] lr: 7.6028e-03 eta: 2:54:51 time: 0.0980 data_time: 0.0018 memory: 3029 loss: 1.0555 2022/12/02 06:13:41 - mmengine - INFO - Epoch(train) [99][3400/5005] lr: 7.5890e-03 eta: 2:54:41 time: 0.1050 data_time: 0.0018 memory: 3029 loss: 1.0669 2022/12/02 06:13:51 - mmengine - INFO - Epoch(train) [99][3500/5005] lr: 7.5751e-03 eta: 2:54:32 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.2070 2022/12/02 06:13:52 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:14:00 - mmengine - INFO - Epoch(train) [99][3600/5005] lr: 7.5613e-03 eta: 2:54:22 time: 0.0985 data_time: 0.0018 memory: 3029 loss: 0.9224 2022/12/02 06:14:10 - mmengine - INFO - Epoch(train) [99][3700/5005] lr: 7.5475e-03 eta: 2:54:12 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.2066 2022/12/02 06:14:20 - mmengine - INFO - Epoch(train) [99][3800/5005] lr: 7.5336e-03 eta: 2:54:02 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.9899 2022/12/02 06:14:30 - mmengine - INFO - Epoch(train) [99][3900/5005] lr: 7.5198e-03 eta: 2:53:52 time: 0.0982 data_time: 0.0018 memory: 3029 loss: 0.9600 2022/12/02 06:14:40 - mmengine - INFO - Epoch(train) [99][4000/5005] lr: 7.5061e-03 eta: 2:53:43 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 0.8817 2022/12/02 06:14:50 - mmengine - INFO - Epoch(train) [99][4100/5005] lr: 7.4923e-03 eta: 2:53:33 time: 0.0988 data_time: 0.0019 memory: 3029 loss: 1.0163 2022/12/02 06:15:00 - mmengine - INFO - Epoch(train) [99][4200/5005] lr: 7.4785e-03 eta: 2:53:23 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.1740 2022/12/02 06:15:10 - mmengine - INFO - Epoch(train) [99][4300/5005] lr: 7.4648e-03 eta: 2:53:13 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 1.1147 2022/12/02 06:15:20 - mmengine - INFO - Epoch(train) [99][4400/5005] lr: 7.4510e-03 eta: 2:53:03 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 0.9508 2022/12/02 06:15:30 - mmengine - INFO - Epoch(train) [99][4500/5005] lr: 7.4373e-03 eta: 2:52:53 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.2043 2022/12/02 06:15:31 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:15:40 - mmengine - INFO - Epoch(train) [99][4600/5005] lr: 7.4236e-03 eta: 2:52:44 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.0589 2022/12/02 06:15:50 - mmengine - INFO - Epoch(train) [99][4700/5005] lr: 7.4099e-03 eta: 2:52:34 time: 0.0981 data_time: 0.0021 memory: 3029 loss: 1.2150 2022/12/02 06:16:00 - mmengine - INFO - Epoch(train) [99][4800/5005] lr: 7.3962e-03 eta: 2:52:24 time: 0.0988 data_time: 0.0019 memory: 3029 loss: 1.3140 2022/12/02 06:16:10 - mmengine - INFO - Epoch(train) [99][4900/5005] lr: 7.3825e-03 eta: 2:52:14 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.1987 2022/12/02 06:16:20 - mmengine - INFO - Epoch(train) [99][5000/5005] lr: 7.3688e-03 eta: 2:52:04 time: 0.0994 data_time: 0.0027 memory: 3029 loss: 0.9378 2022/12/02 06:16:20 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:16:20 - mmengine - INFO - Saving checkpoint at 99 epochs 2022/12/02 06:16:26 - mmengine - INFO - Epoch(val) [99][100/196] eta: 0:00:03 time: 0.0374 data_time: 0.0185 memory: 3029 2022/12/02 06:16:39 - mmengine - INFO - Epoch(val) [99][196/196] accuracy/top1: 75.2920 accuracy/top5: 92.5520 2022/12/02 06:16:49 - mmengine - INFO - Epoch(train) [100][ 100/5005] lr: 7.3545e-03 eta: 2:51:54 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.0360 2022/12/02 06:16:59 - mmengine - INFO - Epoch(train) [100][ 200/5005] lr: 7.3408e-03 eta: 2:51:44 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 0.7865 2022/12/02 06:17:09 - mmengine - INFO - Epoch(train) [100][ 300/5005] lr: 7.3272e-03 eta: 2:51:35 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 0.9209 2022/12/02 06:17:19 - mmengine - INFO - Epoch(train) [100][ 400/5005] lr: 7.3136e-03 eta: 2:51:25 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 0.8815 2022/12/02 06:17:29 - mmengine - INFO - Epoch(train) [100][ 500/5005] lr: 7.2999e-03 eta: 2:51:15 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 0.9029 2022/12/02 06:17:30 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:17:39 - mmengine - INFO - Epoch(train) [100][ 600/5005] lr: 7.2863e-03 eta: 2:51:05 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 0.9932 2022/12/02 06:17:49 - mmengine - INFO - Epoch(train) [100][ 700/5005] lr: 7.2728e-03 eta: 2:50:55 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 0.9323 2022/12/02 06:17:59 - mmengine - INFO - Epoch(train) [100][ 800/5005] lr: 7.2592e-03 eta: 2:50:46 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 0.9857 2022/12/02 06:18:09 - mmengine - INFO - Epoch(train) [100][ 900/5005] lr: 7.2456e-03 eta: 2:50:36 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1082 2022/12/02 06:18:19 - mmengine - INFO - Epoch(train) [100][1000/5005] lr: 7.2321e-03 eta: 2:50:26 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.8819 2022/12/02 06:18:29 - mmengine - INFO - Epoch(train) [100][1100/5005] lr: 7.2185e-03 eta: 2:50:16 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 0.9410 2022/12/02 06:18:39 - mmengine - INFO - Epoch(train) [100][1200/5005] lr: 7.2050e-03 eta: 2:50:06 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.0995 2022/12/02 06:18:49 - mmengine - INFO - Epoch(train) [100][1300/5005] lr: 7.1915e-03 eta: 2:49:56 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.1257 2022/12/02 06:18:59 - mmengine - INFO - Epoch(train) [100][1400/5005] lr: 7.1780e-03 eta: 2:49:47 time: 0.0981 data_time: 0.0018 memory: 3029 loss: 1.1716 2022/12/02 06:19:09 - mmengine - INFO - Epoch(train) [100][1500/5005] lr: 7.1645e-03 eta: 2:49:37 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 1.1317 2022/12/02 06:19:09 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:19:19 - mmengine - INFO - Epoch(train) [100][1600/5005] lr: 7.1510e-03 eta: 2:49:27 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.0981 2022/12/02 06:19:29 - mmengine - INFO - Epoch(train) [100][1700/5005] lr: 7.1375e-03 eta: 2:49:17 time: 0.0979 data_time: 0.0018 memory: 3029 loss: 1.1600 2022/12/02 06:19:39 - mmengine - INFO - Epoch(train) [100][1800/5005] lr: 7.1240e-03 eta: 2:49:07 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 0.8763 2022/12/02 06:19:48 - mmengine - INFO - Epoch(train) [100][1900/5005] lr: 7.1106e-03 eta: 2:48:58 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.0151 2022/12/02 06:19:58 - mmengine - INFO - Epoch(train) [100][2000/5005] lr: 7.0972e-03 eta: 2:48:48 time: 0.0991 data_time: 0.0019 memory: 3029 loss: 1.0140 2022/12/02 06:20:09 - mmengine - INFO - Epoch(train) [100][2100/5005] lr: 7.0837e-03 eta: 2:48:38 time: 0.0989 data_time: 0.0020 memory: 3029 loss: 0.8650 2022/12/02 06:20:18 - mmengine - INFO - Epoch(train) [100][2200/5005] lr: 7.0703e-03 eta: 2:48:28 time: 0.0978 data_time: 0.0020 memory: 3029 loss: 1.2086 2022/12/02 06:20:28 - mmengine - INFO - Epoch(train) [100][2300/5005] lr: 7.0569e-03 eta: 2:48:18 time: 0.0978 data_time: 0.0019 memory: 3029 loss: 1.0672 2022/12/02 06:20:38 - mmengine - INFO - Epoch(train) [100][2400/5005] lr: 7.0435e-03 eta: 2:48:09 time: 0.1027 data_time: 0.0019 memory: 3029 loss: 1.0436 2022/12/02 06:20:48 - mmengine - INFO - Epoch(train) [100][2500/5005] lr: 7.0301e-03 eta: 2:47:59 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 0.8994 2022/12/02 06:20:49 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:20:58 - mmengine - INFO - Epoch(train) [100][2600/5005] lr: 7.0168e-03 eta: 2:47:49 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.0691 2022/12/02 06:21:08 - mmengine - INFO - Epoch(train) [100][2700/5005] lr: 7.0034e-03 eta: 2:47:39 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 0.9483 2022/12/02 06:21:18 - mmengine - INFO - Epoch(train) [100][2800/5005] lr: 6.9901e-03 eta: 2:47:29 time: 0.0985 data_time: 0.0018 memory: 3029 loss: 0.9552 2022/12/02 06:21:28 - mmengine - INFO - Epoch(train) [100][2900/5005] lr: 6.9768e-03 eta: 2:47:20 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.0586 2022/12/02 06:21:38 - mmengine - INFO - Epoch(train) [100][3000/5005] lr: 6.9634e-03 eta: 2:47:10 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 1.1197 2022/12/02 06:21:48 - mmengine - INFO - Epoch(train) [100][3100/5005] lr: 6.9501e-03 eta: 2:47:00 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 0.9699 2022/12/02 06:21:58 - mmengine - INFO - Epoch(train) [100][3200/5005] lr: 6.9368e-03 eta: 2:46:50 time: 0.0993 data_time: 0.0019 memory: 3029 loss: 0.9034 2022/12/02 06:22:08 - mmengine - INFO - Epoch(train) [100][3300/5005] lr: 6.9235e-03 eta: 2:46:40 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 0.8576 2022/12/02 06:22:18 - mmengine - INFO - Epoch(train) [100][3400/5005] lr: 6.9103e-03 eta: 2:46:31 time: 0.0988 data_time: 0.0018 memory: 3029 loss: 1.0979 2022/12/02 06:22:28 - mmengine - INFO - Epoch(train) [100][3500/5005] lr: 6.8970e-03 eta: 2:46:21 time: 0.0979 data_time: 0.0019 memory: 3029 loss: 0.9219 2022/12/02 06:22:29 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:22:38 - mmengine - INFO - Epoch(train) [100][3600/5005] lr: 6.8838e-03 eta: 2:46:11 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 0.8889 2022/12/02 06:22:48 - mmengine - INFO - Epoch(train) [100][3700/5005] lr: 6.8705e-03 eta: 2:46:01 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 0.9592 2022/12/02 06:22:58 - mmengine - INFO - Epoch(train) [100][3800/5005] lr: 6.8573e-03 eta: 2:45:51 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 1.1091 2022/12/02 06:23:08 - mmengine - INFO - Epoch(train) [100][3900/5005] lr: 6.8441e-03 eta: 2:45:42 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.1236 2022/12/02 06:23:18 - mmengine - INFO - Epoch(train) [100][4000/5005] lr: 6.8309e-03 eta: 2:45:32 time: 0.1034 data_time: 0.0019 memory: 3029 loss: 1.2382 2022/12/02 06:23:28 - mmengine - INFO - Epoch(train) [100][4100/5005] lr: 6.8177e-03 eta: 2:45:22 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 1.1369 2022/12/02 06:23:38 - mmengine - INFO - Epoch(train) [100][4200/5005] lr: 6.8045e-03 eta: 2:45:12 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 0.9868 2022/12/02 06:23:48 - mmengine - INFO - Epoch(train) [100][4300/5005] lr: 6.7913e-03 eta: 2:45:03 time: 0.0992 data_time: 0.0019 memory: 3029 loss: 1.0716 2022/12/02 06:23:58 - mmengine - INFO - Epoch(train) [100][4400/5005] lr: 6.7782e-03 eta: 2:44:53 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 1.0536 2022/12/02 06:24:08 - mmengine - INFO - Epoch(train) [100][4500/5005] lr: 6.7651e-03 eta: 2:44:43 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.0371 2022/12/02 06:24:09 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:24:18 - mmengine - INFO - Epoch(train) [100][4600/5005] lr: 6.7519e-03 eta: 2:44:33 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.9430 2022/12/02 06:24:28 - mmengine - INFO - Epoch(train) [100][4700/5005] lr: 6.7388e-03 eta: 2:44:23 time: 0.0989 data_time: 0.0019 memory: 3029 loss: 1.1661 2022/12/02 06:24:38 - mmengine - INFO - Epoch(train) [100][4800/5005] lr: 6.7257e-03 eta: 2:44:14 time: 0.0987 data_time: 0.0019 memory: 3029 loss: 0.9292 2022/12/02 06:24:48 - mmengine - INFO - Epoch(train) [100][4900/5005] lr: 6.7126e-03 eta: 2:44:04 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.0730 2022/12/02 06:24:58 - mmengine - INFO - Epoch(train) [100][5000/5005] lr: 6.6995e-03 eta: 2:43:54 time: 0.0995 data_time: 0.0028 memory: 3029 loss: 1.1276 2022/12/02 06:24:59 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:24:59 - mmengine - INFO - Saving checkpoint at 100 epochs 2022/12/02 06:25:04 - mmengine - INFO - Epoch(val) [100][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0162 memory: 3029 2022/12/02 06:25:17 - mmengine - INFO - Epoch(val) [100][196/196] accuracy/top1: 75.3240 accuracy/top5: 92.7220 2022/12/02 06:25:27 - mmengine - INFO - Epoch(train) [101][ 100/5005] lr: 6.6858e-03 eta: 2:43:44 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 1.0479 2022/12/02 06:25:37 - mmengine - INFO - Epoch(train) [101][ 200/5005] lr: 6.6727e-03 eta: 2:43:34 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 1.0919 2022/12/02 06:25:47 - mmengine - INFO - Epoch(train) [101][ 300/5005] lr: 6.6597e-03 eta: 2:43:24 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 0.9610 2022/12/02 06:25:57 - mmengine - INFO - Epoch(train) [101][ 400/5005] lr: 6.6466e-03 eta: 2:43:15 time: 0.0988 data_time: 0.0019 memory: 3029 loss: 0.9874 2022/12/02 06:26:07 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:26:07 - mmengine - INFO - Epoch(train) [101][ 500/5005] lr: 6.6336e-03 eta: 2:43:05 time: 0.0991 data_time: 0.0020 memory: 3029 loss: 1.0432 2022/12/02 06:26:17 - mmengine - INFO - Epoch(train) [101][ 600/5005] lr: 6.6206e-03 eta: 2:42:55 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 1.0949 2022/12/02 06:26:27 - mmengine - INFO - Epoch(train) [101][ 700/5005] lr: 6.6076e-03 eta: 2:42:45 time: 0.1021 data_time: 0.0019 memory: 3029 loss: 0.8983 2022/12/02 06:26:37 - mmengine - INFO - Epoch(train) [101][ 800/5005] lr: 6.5946e-03 eta: 2:42:35 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.8952 2022/12/02 06:26:47 - mmengine - INFO - Epoch(train) [101][ 900/5005] lr: 6.5816e-03 eta: 2:42:26 time: 0.0980 data_time: 0.0020 memory: 3029 loss: 0.9208 2022/12/02 06:26:57 - mmengine - INFO - Epoch(train) [101][1000/5005] lr: 6.5687e-03 eta: 2:42:16 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.9458 2022/12/02 06:27:07 - mmengine - INFO - Epoch(train) [101][1100/5005] lr: 6.5557e-03 eta: 2:42:06 time: 0.0980 data_time: 0.0019 memory: 3029 loss: 0.9474 2022/12/02 06:27:17 - mmengine - INFO - Epoch(train) [101][1200/5005] lr: 6.5428e-03 eta: 2:41:56 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.9944 2022/12/02 06:27:27 - mmengine - INFO - Epoch(train) [101][1300/5005] lr: 6.5299e-03 eta: 2:41:46 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.8695 2022/12/02 06:27:37 - mmengine - INFO - Epoch(train) [101][1400/5005] lr: 6.5169e-03 eta: 2:41:37 time: 0.0990 data_time: 0.0020 memory: 3029 loss: 0.9138 2022/12/02 06:27:47 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:27:47 - mmengine - INFO - Epoch(train) [101][1500/5005] lr: 6.5040e-03 eta: 2:41:27 time: 0.1008 data_time: 0.0020 memory: 3029 loss: 0.9599 2022/12/02 06:27:57 - mmengine - INFO - Epoch(train) [101][1600/5005] lr: 6.4911e-03 eta: 2:41:17 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.9561 2022/12/02 06:28:08 - mmengine - INFO - Epoch(train) [101][1700/5005] lr: 6.4783e-03 eta: 2:41:07 time: 0.1030 data_time: 0.0020 memory: 3029 loss: 0.9878 2022/12/02 06:28:18 - mmengine - INFO - Epoch(train) [101][1800/5005] lr: 6.4654e-03 eta: 2:40:58 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 0.9460 2022/12/02 06:28:27 - mmengine - INFO - Epoch(train) [101][1900/5005] lr: 6.4525e-03 eta: 2:40:48 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 1.1846 2022/12/02 06:28:38 - mmengine - INFO - Epoch(train) [101][2000/5005] lr: 6.4397e-03 eta: 2:40:38 time: 0.0988 data_time: 0.0019 memory: 3029 loss: 1.0752 2022/12/02 06:28:48 - mmengine - INFO - Epoch(train) [101][2100/5005] lr: 6.4269e-03 eta: 2:40:28 time: 0.1059 data_time: 0.0019 memory: 3029 loss: 0.9958 2022/12/02 06:28:58 - mmengine - INFO - Epoch(train) [101][2200/5005] lr: 6.4140e-03 eta: 2:40:18 time: 0.0981 data_time: 0.0020 memory: 3029 loss: 0.9260 2022/12/02 06:29:08 - mmengine - INFO - Epoch(train) [101][2300/5005] lr: 6.4012e-03 eta: 2:40:09 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 1.0413 2022/12/02 06:29:18 - mmengine - INFO - Epoch(train) [101][2400/5005] lr: 6.3884e-03 eta: 2:39:59 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 1.0960 2022/12/02 06:29:28 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:29:28 - mmengine - INFO - Epoch(train) [101][2500/5005] lr: 6.3756e-03 eta: 2:39:49 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 1.1141 2022/12/02 06:29:38 - mmengine - INFO - Epoch(train) [101][2600/5005] lr: 6.3629e-03 eta: 2:39:39 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 0.8771 2022/12/02 06:29:48 - mmengine - INFO - Epoch(train) [101][2700/5005] lr: 6.3501e-03 eta: 2:39:29 time: 0.0981 data_time: 0.0020 memory: 3029 loss: 0.9167 2022/12/02 06:29:58 - mmengine - INFO - Epoch(train) [101][2800/5005] lr: 6.3374e-03 eta: 2:39:20 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 0.9587 2022/12/02 06:30:08 - mmengine - INFO - Epoch(train) [101][2900/5005] lr: 6.3246e-03 eta: 2:39:10 time: 0.1059 data_time: 0.0019 memory: 3029 loss: 1.1238 2022/12/02 06:30:18 - mmengine - INFO - Epoch(train) [101][3000/5005] lr: 6.3119e-03 eta: 2:39:00 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 0.9727 2022/12/02 06:30:28 - mmengine - INFO - Epoch(train) [101][3100/5005] lr: 6.2992e-03 eta: 2:38:50 time: 0.0997 data_time: 0.0020 memory: 3029 loss: 1.1491 2022/12/02 06:30:38 - mmengine - INFO - Epoch(train) [101][3200/5005] lr: 6.2865e-03 eta: 2:38:41 time: 0.0990 data_time: 0.0021 memory: 3029 loss: 0.9989 2022/12/02 06:30:48 - mmengine - INFO - Epoch(train) [101][3300/5005] lr: 6.2738e-03 eta: 2:38:31 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 1.1226 2022/12/02 06:30:58 - mmengine - INFO - Epoch(train) [101][3400/5005] lr: 6.2611e-03 eta: 2:38:21 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 1.0155 2022/12/02 06:31:08 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:31:08 - mmengine - INFO - Epoch(train) [101][3500/5005] lr: 6.2484e-03 eta: 2:38:11 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 1.1075 2022/12/02 06:31:18 - mmengine - INFO - Epoch(train) [101][3600/5005] lr: 6.2358e-03 eta: 2:38:01 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.9002 2022/12/02 06:31:28 - mmengine - INFO - Epoch(train) [101][3700/5005] lr: 6.2232e-03 eta: 2:37:52 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 1.0312 2022/12/02 06:31:38 - mmengine - INFO - Epoch(train) [101][3800/5005] lr: 6.2105e-03 eta: 2:37:42 time: 0.0989 data_time: 0.0020 memory: 3029 loss: 0.9495 2022/12/02 06:31:48 - mmengine - INFO - Epoch(train) [101][3900/5005] lr: 6.1979e-03 eta: 2:37:32 time: 0.0990 data_time: 0.0020 memory: 3029 loss: 1.0269 2022/12/02 06:31:58 - mmengine - INFO - Epoch(train) [101][4000/5005] lr: 6.1853e-03 eta: 2:37:22 time: 0.0986 data_time: 0.0022 memory: 3029 loss: 0.8687 2022/12/02 06:32:08 - mmengine - INFO - Epoch(train) [101][4100/5005] lr: 6.1727e-03 eta: 2:37:12 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 1.0224 2022/12/02 06:32:18 - mmengine - INFO - Epoch(train) [101][4200/5005] lr: 6.1601e-03 eta: 2:37:03 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.9924 2022/12/02 06:32:28 - mmengine - INFO - Epoch(train) [101][4300/5005] lr: 6.1475e-03 eta: 2:36:53 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.9232 2022/12/02 06:32:38 - mmengine - INFO - Epoch(train) [101][4400/5005] lr: 6.1350e-03 eta: 2:36:43 time: 0.0993 data_time: 0.0020 memory: 3029 loss: 1.0030 2022/12/02 06:32:48 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:32:48 - mmengine - INFO - Epoch(train) [101][4500/5005] lr: 6.1224e-03 eta: 2:36:33 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.9587 2022/12/02 06:32:58 - mmengine - INFO - Epoch(train) [101][4600/5005] lr: 6.1099e-03 eta: 2:36:24 time: 0.1029 data_time: 0.0020 memory: 3029 loss: 1.2056 2022/12/02 06:33:08 - mmengine - INFO - Epoch(train) [101][4700/5005] lr: 6.0974e-03 eta: 2:36:14 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.8819 2022/12/02 06:33:18 - mmengine - INFO - Epoch(train) [101][4800/5005] lr: 6.0849e-03 eta: 2:36:04 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 1.1220 2022/12/02 06:33:28 - mmengine - INFO - Epoch(train) [101][4900/5005] lr: 6.0724e-03 eta: 2:35:54 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 1.0113 2022/12/02 06:33:38 - mmengine - INFO - Epoch(train) [101][5000/5005] lr: 6.0599e-03 eta: 2:35:44 time: 0.1014 data_time: 0.0029 memory: 3029 loss: 1.0200 2022/12/02 06:33:39 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:33:39 - mmengine - INFO - Saving checkpoint at 101 epochs 2022/12/02 06:33:44 - mmengine - INFO - Epoch(val) [101][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0169 memory: 3029 2022/12/02 06:33:57 - mmengine - INFO - Epoch(val) [101][196/196] accuracy/top1: 75.7640 accuracy/top5: 92.9140 2022/12/02 06:34:08 - mmengine - INFO - Epoch(train) [102][ 100/5005] lr: 6.0468e-03 eta: 2:35:34 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.8728 2022/12/02 06:34:18 - mmengine - INFO - Epoch(train) [102][ 200/5005] lr: 6.0343e-03 eta: 2:35:24 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.7987 2022/12/02 06:34:28 - mmengine - INFO - Epoch(train) [102][ 300/5005] lr: 6.0219e-03 eta: 2:35:15 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 1.0654 2022/12/02 06:34:38 - mmengine - INFO - Epoch(train) [102][ 400/5005] lr: 6.0094e-03 eta: 2:35:05 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8250 2022/12/02 06:34:47 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:34:48 - mmengine - INFO - Epoch(train) [102][ 500/5005] lr: 5.9970e-03 eta: 2:34:55 time: 0.0986 data_time: 0.0022 memory: 3029 loss: 1.0572 2022/12/02 06:34:58 - mmengine - INFO - Epoch(train) [102][ 600/5005] lr: 5.9846e-03 eta: 2:34:45 time: 0.1001 data_time: 0.0020 memory: 3029 loss: 0.8342 2022/12/02 06:35:08 - mmengine - INFO - Epoch(train) [102][ 700/5005] lr: 5.9722e-03 eta: 2:34:36 time: 0.0997 data_time: 0.0020 memory: 3029 loss: 1.0263 2022/12/02 06:35:18 - mmengine - INFO - Epoch(train) [102][ 800/5005] lr: 5.9598e-03 eta: 2:34:26 time: 0.0990 data_time: 0.0020 memory: 3029 loss: 0.8413 2022/12/02 06:35:28 - mmengine - INFO - Epoch(train) [102][ 900/5005] lr: 5.9474e-03 eta: 2:34:16 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 1.0720 2022/12/02 06:35:38 - mmengine - INFO - Epoch(train) [102][1000/5005] lr: 5.9351e-03 eta: 2:34:06 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.9098 2022/12/02 06:35:48 - mmengine - INFO - Epoch(train) [102][1100/5005] lr: 5.9227e-03 eta: 2:33:56 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8881 2022/12/02 06:35:58 - mmengine - INFO - Epoch(train) [102][1200/5005] lr: 5.9104e-03 eta: 2:33:47 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.7881 2022/12/02 06:36:08 - mmengine - INFO - Epoch(train) [102][1300/5005] lr: 5.8981e-03 eta: 2:33:37 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8951 2022/12/02 06:36:18 - mmengine - INFO - Epoch(train) [102][1400/5005] lr: 5.8857e-03 eta: 2:33:27 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.9577 2022/12/02 06:36:28 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:36:28 - mmengine - INFO - Epoch(train) [102][1500/5005] lr: 5.8734e-03 eta: 2:33:17 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.9414 2022/12/02 06:36:38 - mmengine - INFO - Epoch(train) [102][1600/5005] lr: 5.8611e-03 eta: 2:33:07 time: 0.0983 data_time: 0.0021 memory: 3029 loss: 0.9036 2022/12/02 06:36:48 - mmengine - INFO - Epoch(train) [102][1700/5005] lr: 5.8489e-03 eta: 2:32:58 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8166 2022/12/02 06:36:58 - mmengine - INFO - Epoch(train) [102][1800/5005] lr: 5.8366e-03 eta: 2:32:48 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.9596 2022/12/02 06:37:08 - mmengine - INFO - Epoch(train) [102][1900/5005] lr: 5.8243e-03 eta: 2:32:38 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.9198 2022/12/02 06:37:18 - mmengine - INFO - Epoch(train) [102][2000/5005] lr: 5.8121e-03 eta: 2:32:28 time: 0.0990 data_time: 0.0021 memory: 3029 loss: 0.9419 2022/12/02 06:37:28 - mmengine - INFO - Epoch(train) [102][2100/5005] lr: 5.7999e-03 eta: 2:32:19 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 0.8828 2022/12/02 06:37:38 - mmengine - INFO - Epoch(train) [102][2200/5005] lr: 5.7876e-03 eta: 2:32:09 time: 0.0988 data_time: 0.0019 memory: 3029 loss: 0.9888 2022/12/02 06:37:48 - mmengine - INFO - Epoch(train) [102][2300/5005] lr: 5.7754e-03 eta: 2:31:59 time: 0.0992 data_time: 0.0020 memory: 3029 loss: 1.0435 2022/12/02 06:37:58 - mmengine - INFO - Epoch(train) [102][2400/5005] lr: 5.7632e-03 eta: 2:31:49 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 1.0323 2022/12/02 06:38:08 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:38:08 - mmengine - INFO - Epoch(train) [102][2500/5005] lr: 5.7510e-03 eta: 2:31:39 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.8555 2022/12/02 06:38:19 - mmengine - INFO - Epoch(train) [102][2600/5005] lr: 5.7389e-03 eta: 2:31:30 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 1.1192 2022/12/02 06:38:29 - mmengine - INFO - Epoch(train) [102][2700/5005] lr: 5.7267e-03 eta: 2:31:20 time: 0.1000 data_time: 0.0019 memory: 3029 loss: 0.9735 2022/12/02 06:38:39 - mmengine - INFO - Epoch(train) [102][2800/5005] lr: 5.7146e-03 eta: 2:31:10 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 1.0838 2022/12/02 06:38:49 - mmengine - INFO - Epoch(train) [102][2900/5005] lr: 5.7024e-03 eta: 2:31:00 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 1.0827 2022/12/02 06:38:59 - mmengine - INFO - Epoch(train) [102][3000/5005] lr: 5.6903e-03 eta: 2:30:50 time: 0.1004 data_time: 0.0020 memory: 3029 loss: 0.9362 2022/12/02 06:39:09 - mmengine - INFO - Epoch(train) [102][3100/5005] lr: 5.6782e-03 eta: 2:30:41 time: 0.0990 data_time: 0.0020 memory: 3029 loss: 1.0532 2022/12/02 06:39:19 - mmengine - INFO - Epoch(train) [102][3200/5005] lr: 5.6661e-03 eta: 2:30:31 time: 0.1005 data_time: 0.0019 memory: 3029 loss: 1.2617 2022/12/02 06:39:29 - mmengine - INFO - Epoch(train) [102][3300/5005] lr: 5.6540e-03 eta: 2:30:21 time: 0.0990 data_time: 0.0020 memory: 3029 loss: 0.9355 2022/12/02 06:39:39 - mmengine - INFO - Epoch(train) [102][3400/5005] lr: 5.6419e-03 eta: 2:30:11 time: 0.1003 data_time: 0.0020 memory: 3029 loss: 0.9199 2022/12/02 06:39:49 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:39:49 - mmengine - INFO - Epoch(train) [102][3500/5005] lr: 5.6299e-03 eta: 2:30:02 time: 0.1000 data_time: 0.0020 memory: 3029 loss: 1.0985 2022/12/02 06:39:59 - mmengine - INFO - Epoch(train) [102][3600/5005] lr: 5.6178e-03 eta: 2:29:52 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 1.0363 2022/12/02 06:40:09 - mmengine - INFO - Epoch(train) [102][3700/5005] lr: 5.6058e-03 eta: 2:29:42 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 1.1379 2022/12/02 06:40:19 - mmengine - INFO - Epoch(train) [102][3800/5005] lr: 5.5938e-03 eta: 2:29:32 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8866 2022/12/02 06:40:29 - mmengine - INFO - Epoch(train) [102][3900/5005] lr: 5.5817e-03 eta: 2:29:22 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.9870 2022/12/02 06:40:39 - mmengine - INFO - Epoch(train) [102][4000/5005] lr: 5.5697e-03 eta: 2:29:13 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.9711 2022/12/02 06:40:49 - mmengine - INFO - Epoch(train) [102][4100/5005] lr: 5.5577e-03 eta: 2:29:03 time: 0.0983 data_time: 0.0021 memory: 3029 loss: 0.8860 2022/12/02 06:40:59 - mmengine - INFO - Epoch(train) [102][4200/5005] lr: 5.5458e-03 eta: 2:28:53 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.9796 2022/12/02 06:41:09 - mmengine - INFO - Epoch(train) [102][4300/5005] lr: 5.5338e-03 eta: 2:28:43 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 1.0380 2022/12/02 06:41:19 - mmengine - INFO - Epoch(train) [102][4400/5005] lr: 5.5219e-03 eta: 2:28:33 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 1.0685 2022/12/02 06:41:29 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:41:29 - mmengine - INFO - Epoch(train) [102][4500/5005] lr: 5.5099e-03 eta: 2:28:24 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.9618 2022/12/02 06:41:39 - mmengine - INFO - Epoch(train) [102][4600/5005] lr: 5.4980e-03 eta: 2:28:14 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 1.1399 2022/12/02 06:41:49 - mmengine - INFO - Epoch(train) [102][4700/5005] lr: 5.4861e-03 eta: 2:28:04 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 1.0565 2022/12/02 06:41:59 - mmengine - INFO - Epoch(train) [102][4800/5005] lr: 5.4742e-03 eta: 2:27:54 time: 0.0992 data_time: 0.0020 memory: 3029 loss: 0.9230 2022/12/02 06:42:09 - mmengine - INFO - Epoch(train) [102][4900/5005] lr: 5.4623e-03 eta: 2:27:44 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.9584 2022/12/02 06:42:19 - mmengine - INFO - Epoch(train) [102][5000/5005] lr: 5.4504e-03 eta: 2:27:35 time: 0.1001 data_time: 0.0029 memory: 3029 loss: 0.7425 2022/12/02 06:42:20 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:42:20 - mmengine - INFO - Saving checkpoint at 102 epochs 2022/12/02 06:42:26 - mmengine - INFO - Epoch(val) [102][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0170 memory: 3029 2022/12/02 06:42:39 - mmengine - INFO - Epoch(val) [102][196/196] accuracy/top1: 75.9720 accuracy/top5: 93.0040 2022/12/02 06:42:49 - mmengine - INFO - Epoch(train) [103][ 100/5005] lr: 5.4379e-03 eta: 2:27:25 time: 0.1085 data_time: 0.0020 memory: 3029 loss: 0.8880 2022/12/02 06:42:59 - mmengine - INFO - Epoch(train) [103][ 200/5005] lr: 5.4261e-03 eta: 2:27:15 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.8903 2022/12/02 06:43:09 - mmengine - INFO - Epoch(train) [103][ 300/5005] lr: 5.4142e-03 eta: 2:27:05 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8564 2022/12/02 06:43:19 - mmengine - INFO - Epoch(train) [103][ 400/5005] lr: 5.4024e-03 eta: 2:26:55 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 1.0365 2022/12/02 06:43:28 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:43:29 - mmengine - INFO - Epoch(train) [103][ 500/5005] lr: 5.3906e-03 eta: 2:26:45 time: 0.0990 data_time: 0.0022 memory: 3029 loss: 1.0660 2022/12/02 06:43:39 - mmengine - INFO - Epoch(train) [103][ 600/5005] lr: 5.3788e-03 eta: 2:26:35 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 1.0629 2022/12/02 06:43:49 - mmengine - INFO - Epoch(train) [103][ 700/5005] lr: 5.3670e-03 eta: 2:26:26 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 1.0256 2022/12/02 06:43:59 - mmengine - INFO - Epoch(train) [103][ 800/5005] lr: 5.3552e-03 eta: 2:26:16 time: 0.0992 data_time: 0.0020 memory: 3029 loss: 0.9312 2022/12/02 06:44:09 - mmengine - INFO - Epoch(train) [103][ 900/5005] lr: 5.3434e-03 eta: 2:26:06 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.8985 2022/12/02 06:44:19 - mmengine - INFO - Epoch(train) [103][1000/5005] lr: 5.3317e-03 eta: 2:25:56 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.7915 2022/12/02 06:44:29 - mmengine - INFO - Epoch(train) [103][1100/5005] lr: 5.3199e-03 eta: 2:25:47 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 1.1005 2022/12/02 06:44:39 - mmengine - INFO - Epoch(train) [103][1200/5005] lr: 5.3082e-03 eta: 2:25:37 time: 0.1045 data_time: 0.0021 memory: 3029 loss: 0.8601 2022/12/02 06:44:49 - mmengine - INFO - Epoch(train) [103][1300/5005] lr: 5.2965e-03 eta: 2:25:27 time: 0.0991 data_time: 0.0020 memory: 3029 loss: 0.8653 2022/12/02 06:45:00 - mmengine - INFO - Epoch(train) [103][1400/5005] lr: 5.2848e-03 eta: 2:25:17 time: 0.0993 data_time: 0.0020 memory: 3029 loss: 1.0628 2022/12/02 06:45:09 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:45:10 - mmengine - INFO - Epoch(train) [103][1500/5005] lr: 5.2731e-03 eta: 2:25:08 time: 0.1000 data_time: 0.0019 memory: 3029 loss: 1.0340 2022/12/02 06:45:20 - mmengine - INFO - Epoch(train) [103][1600/5005] lr: 5.2614e-03 eta: 2:24:58 time: 0.0990 data_time: 0.0020 memory: 3029 loss: 0.9408 2022/12/02 06:45:30 - mmengine - INFO - Epoch(train) [103][1700/5005] lr: 5.2497e-03 eta: 2:24:48 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8366 2022/12/02 06:45:40 - mmengine - INFO - Epoch(train) [103][1800/5005] lr: 5.2380e-03 eta: 2:24:38 time: 0.0995 data_time: 0.0019 memory: 3029 loss: 0.9789 2022/12/02 06:45:50 - mmengine - INFO - Epoch(train) [103][1900/5005] lr: 5.2264e-03 eta: 2:24:28 time: 0.0992 data_time: 0.0020 memory: 3029 loss: 0.9565 2022/12/02 06:46:00 - mmengine - INFO - Epoch(train) [103][2000/5005] lr: 5.2148e-03 eta: 2:24:19 time: 0.0992 data_time: 0.0020 memory: 3029 loss: 0.9647 2022/12/02 06:46:10 - mmengine - INFO - Epoch(train) [103][2100/5005] lr: 5.2031e-03 eta: 2:24:09 time: 0.0990 data_time: 0.0019 memory: 3029 loss: 1.0147 2022/12/02 06:46:20 - mmengine - INFO - Epoch(train) [103][2200/5005] lr: 5.1915e-03 eta: 2:23:59 time: 0.0988 data_time: 0.0019 memory: 3029 loss: 1.0881 2022/12/02 06:46:30 - mmengine - INFO - Epoch(train) [103][2300/5005] lr: 5.1799e-03 eta: 2:23:49 time: 0.0989 data_time: 0.0020 memory: 3029 loss: 0.8808 2022/12/02 06:46:40 - mmengine - INFO - Epoch(train) [103][2400/5005] lr: 5.1683e-03 eta: 2:23:39 time: 0.0990 data_time: 0.0020 memory: 3029 loss: 0.9243 2022/12/02 06:46:49 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:46:50 - mmengine - INFO - Epoch(train) [103][2500/5005] lr: 5.1568e-03 eta: 2:23:30 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 1.1189 2022/12/02 06:47:00 - mmengine - INFO - Epoch(train) [103][2600/5005] lr: 5.1452e-03 eta: 2:23:20 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.8627 2022/12/02 06:47:10 - mmengine - INFO - Epoch(train) [103][2700/5005] lr: 5.1337e-03 eta: 2:23:10 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 1.0818 2022/12/02 06:47:20 - mmengine - INFO - Epoch(train) [103][2800/5005] lr: 5.1221e-03 eta: 2:23:00 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.9540 2022/12/02 06:47:30 - mmengine - INFO - Epoch(train) [103][2900/5005] lr: 5.1106e-03 eta: 2:22:50 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.8235 2022/12/02 06:47:40 - mmengine - INFO - Epoch(train) [103][3000/5005] lr: 5.0991e-03 eta: 2:22:41 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 1.0811 2022/12/02 06:47:50 - mmengine - INFO - Epoch(train) [103][3100/5005] lr: 5.0876e-03 eta: 2:22:31 time: 0.1038 data_time: 0.0020 memory: 3029 loss: 1.1326 2022/12/02 06:48:00 - mmengine - INFO - Epoch(train) [103][3200/5005] lr: 5.0761e-03 eta: 2:22:21 time: 0.0999 data_time: 0.0020 memory: 3029 loss: 0.9775 2022/12/02 06:48:10 - mmengine - INFO - Epoch(train) [103][3300/5005] lr: 5.0646e-03 eta: 2:22:11 time: 0.0983 data_time: 0.0021 memory: 3029 loss: 1.0498 2022/12/02 06:48:20 - mmengine - INFO - Epoch(train) [103][3400/5005] lr: 5.0532e-03 eta: 2:22:02 time: 0.1003 data_time: 0.0020 memory: 3029 loss: 0.8802 2022/12/02 06:48:29 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:48:30 - mmengine - INFO - Epoch(train) [103][3500/5005] lr: 5.0417e-03 eta: 2:21:52 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 1.0163 2022/12/02 06:48:40 - mmengine - INFO - Epoch(train) [103][3600/5005] lr: 5.0303e-03 eta: 2:21:42 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 1.1278 2022/12/02 06:48:50 - mmengine - INFO - Epoch(train) [103][3700/5005] lr: 5.0188e-03 eta: 2:21:32 time: 0.0993 data_time: 0.0020 memory: 3029 loss: 1.0423 2022/12/02 06:49:01 - mmengine - INFO - Epoch(train) [103][3800/5005] lr: 5.0074e-03 eta: 2:21:22 time: 0.0994 data_time: 0.0020 memory: 3029 loss: 1.0575 2022/12/02 06:49:11 - mmengine - INFO - Epoch(train) [103][3900/5005] lr: 4.9960e-03 eta: 2:21:13 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.9927 2022/12/02 06:49:21 - mmengine - INFO - Epoch(train) [103][4000/5005] lr: 4.9846e-03 eta: 2:21:03 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.9743 2022/12/02 06:49:31 - mmengine - INFO - Epoch(train) [103][4100/5005] lr: 4.9733e-03 eta: 2:20:53 time: 0.0989 data_time: 0.0020 memory: 3029 loss: 1.0571 2022/12/02 06:49:41 - mmengine - INFO - Epoch(train) [103][4200/5005] lr: 4.9619e-03 eta: 2:20:43 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 1.0457 2022/12/02 06:49:51 - mmengine - INFO - Epoch(train) [103][4300/5005] lr: 4.9505e-03 eta: 2:20:33 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 1.1201 2022/12/02 06:50:01 - mmengine - INFO - Epoch(train) [103][4400/5005] lr: 4.9392e-03 eta: 2:20:24 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.9348 2022/12/02 06:50:10 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:50:11 - mmengine - INFO - Epoch(train) [103][4500/5005] lr: 4.9279e-03 eta: 2:20:14 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 1.0838 2022/12/02 06:50:21 - mmengine - INFO - Epoch(train) [103][4600/5005] lr: 4.9166e-03 eta: 2:20:04 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 1.0196 2022/12/02 06:50:31 - mmengine - INFO - Epoch(train) [103][4700/5005] lr: 4.9052e-03 eta: 2:19:54 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 1.1592 2022/12/02 06:50:41 - mmengine - INFO - Epoch(train) [103][4800/5005] lr: 4.8940e-03 eta: 2:19:44 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 1.1139 2022/12/02 06:50:51 - mmengine - INFO - Epoch(train) [103][4900/5005] lr: 4.8827e-03 eta: 2:19:35 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.9288 2022/12/02 06:51:01 - mmengine - INFO - Epoch(train) [103][5000/5005] lr: 4.8714e-03 eta: 2:19:25 time: 0.1004 data_time: 0.0030 memory: 3029 loss: 0.9721 2022/12/02 06:51:01 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:51:01 - mmengine - INFO - Saving checkpoint at 103 epochs 2022/12/02 06:51:07 - mmengine - INFO - Epoch(val) [103][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0164 memory: 3029 2022/12/02 06:51:20 - mmengine - INFO - Epoch(val) [103][196/196] accuracy/top1: 76.1900 accuracy/top5: 93.0740 2022/12/02 06:51:31 - mmengine - INFO - Epoch(train) [104][ 100/5005] lr: 4.8596e-03 eta: 2:19:15 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 1.0079 2022/12/02 06:51:41 - mmengine - INFO - Epoch(train) [104][ 200/5005] lr: 4.8484e-03 eta: 2:19:05 time: 0.0981 data_time: 0.0020 memory: 3029 loss: 0.9433 2022/12/02 06:51:51 - mmengine - INFO - Epoch(train) [104][ 300/5005] lr: 4.8371e-03 eta: 2:18:55 time: 0.0981 data_time: 0.0020 memory: 3029 loss: 0.9961 2022/12/02 06:52:01 - mmengine - INFO - Epoch(train) [104][ 400/5005] lr: 4.8259e-03 eta: 2:18:45 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.8664 2022/12/02 06:52:09 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:52:11 - mmengine - INFO - Epoch(train) [104][ 500/5005] lr: 4.8147e-03 eta: 2:18:35 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 1.0261 2022/12/02 06:52:21 - mmengine - INFO - Epoch(train) [104][ 600/5005] lr: 4.8035e-03 eta: 2:18:26 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.9691 2022/12/02 06:52:31 - mmengine - INFO - Epoch(train) [104][ 700/5005] lr: 4.7923e-03 eta: 2:18:16 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.8414 2022/12/02 06:52:41 - mmengine - INFO - Epoch(train) [104][ 800/5005] lr: 4.7812e-03 eta: 2:18:06 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 1.0776 2022/12/02 06:52:51 - mmengine - INFO - Epoch(train) [104][ 900/5005] lr: 4.7700e-03 eta: 2:17:56 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.8167 2022/12/02 06:53:01 - mmengine - INFO - Epoch(train) [104][1000/5005] lr: 4.7589e-03 eta: 2:17:46 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 0.9359 2022/12/02 06:53:11 - mmengine - INFO - Epoch(train) [104][1100/5005] lr: 4.7477e-03 eta: 2:17:36 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.9574 2022/12/02 06:53:21 - mmengine - INFO - Epoch(train) [104][1200/5005] lr: 4.7366e-03 eta: 2:17:27 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.9958 2022/12/02 06:53:31 - mmengine - INFO - Epoch(train) [104][1300/5005] lr: 4.7255e-03 eta: 2:17:17 time: 0.0993 data_time: 0.0020 memory: 3029 loss: 0.9184 2022/12/02 06:53:41 - mmengine - INFO - Epoch(train) [104][1400/5005] lr: 4.7144e-03 eta: 2:17:07 time: 0.1040 data_time: 0.0020 memory: 3029 loss: 1.0202 2022/12/02 06:53:49 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:53:51 - mmengine - INFO - Epoch(train) [104][1500/5005] lr: 4.7033e-03 eta: 2:16:57 time: 0.1006 data_time: 0.0021 memory: 3029 loss: 0.9366 2022/12/02 06:54:01 - mmengine - INFO - Epoch(train) [104][1600/5005] lr: 4.6923e-03 eta: 2:16:48 time: 0.0990 data_time: 0.0020 memory: 3029 loss: 0.9045 2022/12/02 06:54:11 - mmengine - INFO - Epoch(train) [104][1700/5005] lr: 4.6812e-03 eta: 2:16:38 time: 0.0993 data_time: 0.0020 memory: 3029 loss: 0.8931 2022/12/02 06:54:21 - mmengine - INFO - Epoch(train) [104][1800/5005] lr: 4.6702e-03 eta: 2:16:28 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.8271 2022/12/02 06:54:31 - mmengine - INFO - Epoch(train) [104][1900/5005] lr: 4.6591e-03 eta: 2:16:18 time: 0.0990 data_time: 0.0020 memory: 3029 loss: 1.1342 2022/12/02 06:54:41 - mmengine - INFO - Epoch(train) [104][2000/5005] lr: 4.6481e-03 eta: 2:16:08 time: 0.0991 data_time: 0.0020 memory: 3029 loss: 0.9549 2022/12/02 06:54:51 - mmengine - INFO - Epoch(train) [104][2100/5005] lr: 4.6371e-03 eta: 2:15:59 time: 0.0999 data_time: 0.0020 memory: 3029 loss: 0.9401 2022/12/02 06:55:01 - mmengine - INFO - Epoch(train) [104][2200/5005] lr: 4.6261e-03 eta: 2:15:49 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.9778 2022/12/02 06:55:11 - mmengine - INFO - Epoch(train) [104][2300/5005] lr: 4.6151e-03 eta: 2:15:39 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 1.0035 2022/12/02 06:55:21 - mmengine - INFO - Epoch(train) [104][2400/5005] lr: 4.6042e-03 eta: 2:15:29 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.9540 2022/12/02 06:55:30 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:55:31 - mmengine - INFO - Epoch(train) [104][2500/5005] lr: 4.5932e-03 eta: 2:15:19 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.9692 2022/12/02 06:55:41 - mmengine - INFO - Epoch(train) [104][2600/5005] lr: 4.5823e-03 eta: 2:15:10 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 1.2631 2022/12/02 06:55:51 - mmengine - INFO - Epoch(train) [104][2700/5005] lr: 4.5713e-03 eta: 2:15:00 time: 0.0992 data_time: 0.0020 memory: 3029 loss: 0.9431 2022/12/02 06:56:01 - mmengine - INFO - Epoch(train) [104][2800/5005] lr: 4.5604e-03 eta: 2:14:50 time: 0.1038 data_time: 0.0020 memory: 3029 loss: 0.8917 2022/12/02 06:56:11 - mmengine - INFO - Epoch(train) [104][2900/5005] lr: 4.5495e-03 eta: 2:14:40 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.8992 2022/12/02 06:56:21 - mmengine - INFO - Epoch(train) [104][3000/5005] lr: 4.5386e-03 eta: 2:14:30 time: 0.0987 data_time: 0.0022 memory: 3029 loss: 0.9064 2022/12/02 06:56:32 - mmengine - INFO - Epoch(train) [104][3100/5005] lr: 4.5277e-03 eta: 2:14:21 time: 0.0991 data_time: 0.0020 memory: 3029 loss: 0.9120 2022/12/02 06:56:42 - mmengine - INFO - Epoch(train) [104][3200/5005] lr: 4.5169e-03 eta: 2:14:11 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.9119 2022/12/02 06:56:52 - mmengine - INFO - Epoch(train) [104][3300/5005] lr: 4.5060e-03 eta: 2:14:01 time: 0.0989 data_time: 0.0020 memory: 3029 loss: 0.7869 2022/12/02 06:57:02 - mmengine - INFO - Epoch(train) [104][3400/5005] lr: 4.4952e-03 eta: 2:13:51 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7859 2022/12/02 06:57:10 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:57:12 - mmengine - INFO - Epoch(train) [104][3500/5005] lr: 4.4843e-03 eta: 2:13:41 time: 0.0994 data_time: 0.0020 memory: 3029 loss: 0.9413 2022/12/02 06:57:22 - mmengine - INFO - Epoch(train) [104][3600/5005] lr: 4.4735e-03 eta: 2:13:32 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.9224 2022/12/02 06:57:32 - mmengine - INFO - Epoch(train) [104][3700/5005] lr: 4.4627e-03 eta: 2:13:22 time: 0.0989 data_time: 0.0020 memory: 3029 loss: 0.9188 2022/12/02 06:57:42 - mmengine - INFO - Epoch(train) [104][3800/5005] lr: 4.4519e-03 eta: 2:13:12 time: 0.0990 data_time: 0.0021 memory: 3029 loss: 0.9975 2022/12/02 06:57:52 - mmengine - INFO - Epoch(train) [104][3900/5005] lr: 4.4411e-03 eta: 2:13:02 time: 0.0989 data_time: 0.0022 memory: 3029 loss: 1.0331 2022/12/02 06:58:02 - mmengine - INFO - Epoch(train) [104][4000/5005] lr: 4.4304e-03 eta: 2:12:52 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.9643 2022/12/02 06:58:12 - mmengine - INFO - Epoch(train) [104][4100/5005] lr: 4.4196e-03 eta: 2:12:43 time: 0.0989 data_time: 0.0021 memory: 3029 loss: 0.9520 2022/12/02 06:58:22 - mmengine - INFO - Epoch(train) [104][4200/5005] lr: 4.4089e-03 eta: 2:12:33 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.9068 2022/12/02 06:58:32 - mmengine - INFO - Epoch(train) [104][4300/5005] lr: 4.3981e-03 eta: 2:12:23 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.9206 2022/12/02 06:58:42 - mmengine - INFO - Epoch(train) [104][4400/5005] lr: 4.3874e-03 eta: 2:12:13 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.9797 2022/12/02 06:58:51 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:58:52 - mmengine - INFO - Epoch(train) [104][4500/5005] lr: 4.3767e-03 eta: 2:12:03 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 1.0292 2022/12/02 06:59:02 - mmengine - INFO - Epoch(train) [104][4600/5005] lr: 4.3660e-03 eta: 2:11:54 time: 0.0993 data_time: 0.0020 memory: 3029 loss: 0.8784 2022/12/02 06:59:12 - mmengine - INFO - Epoch(train) [104][4700/5005] lr: 4.3553e-03 eta: 2:11:44 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.9646 2022/12/02 06:59:22 - mmengine - INFO - Epoch(train) [104][4800/5005] lr: 4.3447e-03 eta: 2:11:34 time: 0.0989 data_time: 0.0023 memory: 3029 loss: 0.8343 2022/12/02 06:59:32 - mmengine - INFO - Epoch(train) [104][4900/5005] lr: 4.3340e-03 eta: 2:11:24 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 1.0343 2022/12/02 06:59:42 - mmengine - INFO - Epoch(train) [104][5000/5005] lr: 4.3234e-03 eta: 2:11:14 time: 0.1001 data_time: 0.0030 memory: 3029 loss: 1.0624 2022/12/02 06:59:43 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 06:59:43 - mmengine - INFO - Saving checkpoint at 104 epochs 2022/12/02 06:59:49 - mmengine - INFO - Epoch(val) [104][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0168 memory: 3029 2022/12/02 07:00:01 - mmengine - INFO - Epoch(val) [104][196/196] accuracy/top1: 76.3820 accuracy/top5: 93.1860 2022/12/02 07:00:12 - mmengine - INFO - Epoch(train) [105][ 100/5005] lr: 4.3122e-03 eta: 2:11:04 time: 0.0993 data_time: 0.0021 memory: 3029 loss: 0.9401 2022/12/02 07:00:22 - mmengine - INFO - Epoch(train) [105][ 200/5005] lr: 4.3016e-03 eta: 2:10:54 time: 0.0991 data_time: 0.0021 memory: 3029 loss: 0.9861 2022/12/02 07:00:32 - mmengine - INFO - Epoch(train) [105][ 300/5005] lr: 4.2910e-03 eta: 2:10:45 time: 0.0997 data_time: 0.0021 memory: 3029 loss: 1.0082 2022/12/02 07:00:42 - mmengine - INFO - Epoch(train) [105][ 400/5005] lr: 4.2804e-03 eta: 2:10:35 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.8331 2022/12/02 07:00:50 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:00:52 - mmengine - INFO - Epoch(train) [105][ 500/5005] lr: 4.2698e-03 eta: 2:10:25 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.9787 2022/12/02 07:01:02 - mmengine - INFO - Epoch(train) [105][ 600/5005] lr: 4.2592e-03 eta: 2:10:15 time: 0.0990 data_time: 0.0021 memory: 3029 loss: 0.8872 2022/12/02 07:01:12 - mmengine - INFO - Epoch(train) [105][ 700/5005] lr: 4.2487e-03 eta: 2:10:05 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.8734 2022/12/02 07:01:22 - mmengine - INFO - Epoch(train) [105][ 800/5005] lr: 4.2381e-03 eta: 2:09:56 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.9785 2022/12/02 07:01:32 - mmengine - INFO - Epoch(train) [105][ 900/5005] lr: 4.2276e-03 eta: 2:09:46 time: 0.0990 data_time: 0.0021 memory: 3029 loss: 0.8991 2022/12/02 07:01:42 - mmengine - INFO - Epoch(train) [105][1000/5005] lr: 4.2171e-03 eta: 2:09:36 time: 0.1043 data_time: 0.0020 memory: 3029 loss: 0.9897 2022/12/02 07:01:52 - mmengine - INFO - Epoch(train) [105][1100/5005] lr: 4.2066e-03 eta: 2:09:26 time: 0.0992 data_time: 0.0020 memory: 3029 loss: 0.8703 2022/12/02 07:02:02 - mmengine - INFO - Epoch(train) [105][1200/5005] lr: 4.1961e-03 eta: 2:09:16 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 1.0169 2022/12/02 07:02:12 - mmengine - INFO - Epoch(train) [105][1300/5005] lr: 4.1856e-03 eta: 2:09:07 time: 0.1009 data_time: 0.0021 memory: 3029 loss: 0.9462 2022/12/02 07:02:22 - mmengine - INFO - Epoch(train) [105][1400/5005] lr: 4.1751e-03 eta: 2:08:57 time: 0.0991 data_time: 0.0021 memory: 3029 loss: 0.9677 2022/12/02 07:02:30 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:02:32 - mmengine - INFO - Epoch(train) [105][1500/5005] lr: 4.1647e-03 eta: 2:08:47 time: 0.1000 data_time: 0.0021 memory: 3029 loss: 1.0618 2022/12/02 07:02:43 - mmengine - INFO - Epoch(train) [105][1600/5005] lr: 4.1542e-03 eta: 2:08:37 time: 0.0997 data_time: 0.0020 memory: 3029 loss: 0.8983 2022/12/02 07:02:53 - mmengine - INFO - Epoch(train) [105][1700/5005] lr: 4.1438e-03 eta: 2:08:27 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.9610 2022/12/02 07:03:03 - mmengine - INFO - Epoch(train) [105][1800/5005] lr: 4.1334e-03 eta: 2:08:18 time: 0.0990 data_time: 0.0021 memory: 3029 loss: 0.9628 2022/12/02 07:03:13 - mmengine - INFO - Epoch(train) [105][1900/5005] lr: 4.1230e-03 eta: 2:08:08 time: 0.0994 data_time: 0.0020 memory: 3029 loss: 1.0468 2022/12/02 07:03:23 - mmengine - INFO - Epoch(train) [105][2000/5005] lr: 4.1126e-03 eta: 2:07:58 time: 0.0991 data_time: 0.0021 memory: 3029 loss: 1.1153 2022/12/02 07:03:33 - mmengine - INFO - Epoch(train) [105][2100/5005] lr: 4.1022e-03 eta: 2:07:48 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.7243 2022/12/02 07:03:43 - mmengine - INFO - Epoch(train) [105][2200/5005] lr: 4.0918e-03 eta: 2:07:38 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.9029 2022/12/02 07:03:53 - mmengine - INFO - Epoch(train) [105][2300/5005] lr: 4.0815e-03 eta: 2:07:29 time: 0.0989 data_time: 0.0021 memory: 3029 loss: 1.0177 2022/12/02 07:04:03 - mmengine - INFO - Epoch(train) [105][2400/5005] lr: 4.0711e-03 eta: 2:07:19 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.9545 2022/12/02 07:04:11 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:04:13 - mmengine - INFO - Epoch(train) [105][2500/5005] lr: 4.0608e-03 eta: 2:07:09 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.8448 2022/12/02 07:04:23 - mmengine - INFO - Epoch(train) [105][2600/5005] lr: 4.0505e-03 eta: 2:06:59 time: 0.0994 data_time: 0.0021 memory: 3029 loss: 0.9039 2022/12/02 07:04:33 - mmengine - INFO - Epoch(train) [105][2700/5005] lr: 4.0402e-03 eta: 2:06:50 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 1.0461 2022/12/02 07:04:43 - mmengine - INFO - Epoch(train) [105][2800/5005] lr: 4.0299e-03 eta: 2:06:40 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 1.0057 2022/12/02 07:04:53 - mmengine - INFO - Epoch(train) [105][2900/5005] lr: 4.0196e-03 eta: 2:06:30 time: 0.0994 data_time: 0.0021 memory: 3029 loss: 0.9642 2022/12/02 07:05:03 - mmengine - INFO - Epoch(train) [105][3000/5005] lr: 4.0093e-03 eta: 2:06:20 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 1.0684 2022/12/02 07:05:13 - mmengine - INFO - Epoch(train) [105][3100/5005] lr: 3.9991e-03 eta: 2:06:10 time: 0.0993 data_time: 0.0021 memory: 3029 loss: 1.0442 2022/12/02 07:05:24 - mmengine - INFO - Epoch(train) [105][3200/5005] lr: 3.9888e-03 eta: 2:06:01 time: 0.0993 data_time: 0.0021 memory: 3029 loss: 0.8687 2022/12/02 07:05:34 - mmengine - INFO - Epoch(train) [105][3300/5005] lr: 3.9786e-03 eta: 2:05:51 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 1.0363 2022/12/02 07:05:44 - mmengine - INFO - Epoch(train) [105][3400/5005] lr: 3.9684e-03 eta: 2:05:41 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 1.1142 2022/12/02 07:05:52 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:05:54 - mmengine - INFO - Epoch(train) [105][3500/5005] lr: 3.9582e-03 eta: 2:05:31 time: 0.1036 data_time: 0.0021 memory: 3029 loss: 0.9804 2022/12/02 07:06:04 - mmengine - INFO - Epoch(train) [105][3600/5005] lr: 3.9480e-03 eta: 2:05:21 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.8864 2022/12/02 07:06:14 - mmengine - INFO - Epoch(train) [105][3700/5005] lr: 3.9378e-03 eta: 2:05:12 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.9701 2022/12/02 07:06:24 - mmengine - INFO - Epoch(train) [105][3800/5005] lr: 3.9276e-03 eta: 2:05:02 time: 0.0989 data_time: 0.0021 memory: 3029 loss: 1.0384 2022/12/02 07:06:34 - mmengine - INFO - Epoch(train) [105][3900/5005] lr: 3.9175e-03 eta: 2:04:52 time: 0.1000 data_time: 0.0020 memory: 3029 loss: 0.8827 2022/12/02 07:06:44 - mmengine - INFO - Epoch(train) [105][4000/5005] lr: 3.9073e-03 eta: 2:04:42 time: 0.0990 data_time: 0.0021 memory: 3029 loss: 0.9201 2022/12/02 07:06:54 - mmengine - INFO - Epoch(train) [105][4100/5005] lr: 3.8972e-03 eta: 2:04:32 time: 0.1003 data_time: 0.0020 memory: 3029 loss: 0.8355 2022/12/02 07:07:04 - mmengine - INFO - Epoch(train) [105][4200/5005] lr: 3.8871e-03 eta: 2:04:22 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 1.0612 2022/12/02 07:07:14 - mmengine - INFO - Epoch(train) [105][4300/5005] lr: 3.8770e-03 eta: 2:04:13 time: 0.0994 data_time: 0.0022 memory: 3029 loss: 0.9451 2022/12/02 07:07:24 - mmengine - INFO - Epoch(train) [105][4400/5005] lr: 3.8669e-03 eta: 2:04:03 time: 0.1026 data_time: 0.0020 memory: 3029 loss: 0.9240 2022/12/02 07:07:32 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:07:34 - mmengine - INFO - Epoch(train) [105][4500/5005] lr: 3.8568e-03 eta: 2:03:53 time: 0.0996 data_time: 0.0020 memory: 3029 loss: 0.9222 2022/12/02 07:07:44 - mmengine - INFO - Epoch(train) [105][4600/5005] lr: 3.8468e-03 eta: 2:03:43 time: 0.1003 data_time: 0.0021 memory: 3029 loss: 1.0809 2022/12/02 07:07:54 - mmengine - INFO - Epoch(train) [105][4700/5005] lr: 3.8367e-03 eta: 2:03:34 time: 0.0994 data_time: 0.0020 memory: 3029 loss: 0.9139 2022/12/02 07:08:05 - mmengine - INFO - Epoch(train) [105][4800/5005] lr: 3.8267e-03 eta: 2:03:24 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.9115 2022/12/02 07:08:15 - mmengine - INFO - Epoch(train) [105][4900/5005] lr: 3.8166e-03 eta: 2:03:14 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.9940 2022/12/02 07:08:25 - mmengine - INFO - Epoch(train) [105][5000/5005] lr: 3.8066e-03 eta: 2:03:04 time: 0.1003 data_time: 0.0030 memory: 3029 loss: 0.9903 2022/12/02 07:08:25 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:08:25 - mmengine - INFO - Saving checkpoint at 105 epochs 2022/12/02 07:08:31 - mmengine - INFO - Epoch(val) [105][100/196] eta: 0:00:03 time: 0.0364 data_time: 0.0176 memory: 3029 2022/12/02 07:08:44 - mmengine - INFO - Epoch(val) [105][196/196] accuracy/top1: 76.6900 accuracy/top5: 93.2960 2022/12/02 07:08:54 - mmengine - INFO - Epoch(train) [106][ 100/5005] lr: 3.7961e-03 eta: 2:02:54 time: 0.0994 data_time: 0.0023 memory: 3029 loss: 1.0961 2022/12/02 07:09:04 - mmengine - INFO - Epoch(train) [106][ 200/5005] lr: 3.7861e-03 eta: 2:02:44 time: 0.0997 data_time: 0.0021 memory: 3029 loss: 0.8542 2022/12/02 07:09:14 - mmengine - INFO - Epoch(train) [106][ 300/5005] lr: 3.7762e-03 eta: 2:02:34 time: 0.0984 data_time: 0.0022 memory: 3029 loss: 1.0521 2022/12/02 07:09:24 - mmengine - INFO - Epoch(train) [106][ 400/5005] lr: 3.7662e-03 eta: 2:02:25 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.8877 2022/12/02 07:09:32 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:09:34 - mmengine - INFO - Epoch(train) [106][ 500/5005] lr: 3.7562e-03 eta: 2:02:15 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.8441 2022/12/02 07:09:44 - mmengine - INFO - Epoch(train) [106][ 600/5005] lr: 3.7463e-03 eta: 2:02:05 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.9533 2022/12/02 07:09:54 - mmengine - INFO - Epoch(train) [106][ 700/5005] lr: 3.7364e-03 eta: 2:01:55 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.8190 2022/12/02 07:10:04 - mmengine - INFO - Epoch(train) [106][ 800/5005] lr: 3.7265e-03 eta: 2:01:45 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7541 2022/12/02 07:10:14 - mmengine - INFO - Epoch(train) [106][ 900/5005] lr: 3.7166e-03 eta: 2:01:36 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 0.7959 2022/12/02 07:10:24 - mmengine - INFO - Epoch(train) [106][1000/5005] lr: 3.7067e-03 eta: 2:01:26 time: 0.0995 data_time: 0.0020 memory: 3029 loss: 0.8049 2022/12/02 07:10:34 - mmengine - INFO - Epoch(train) [106][1100/5005] lr: 3.6968e-03 eta: 2:01:16 time: 0.0989 data_time: 0.0020 memory: 3029 loss: 0.7679 2022/12/02 07:10:44 - mmengine - INFO - Epoch(train) [106][1200/5005] lr: 3.6869e-03 eta: 2:01:06 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.9969 2022/12/02 07:10:55 - mmengine - INFO - Epoch(train) [106][1300/5005] lr: 3.6771e-03 eta: 2:00:56 time: 0.0996 data_time: 0.0020 memory: 3029 loss: 0.9628 2022/12/02 07:11:05 - mmengine - INFO - Epoch(train) [106][1400/5005] lr: 3.6672e-03 eta: 2:00:47 time: 0.0994 data_time: 0.0021 memory: 3029 loss: 0.8220 2022/12/02 07:11:12 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:11:15 - mmengine - INFO - Epoch(train) [106][1500/5005] lr: 3.6574e-03 eta: 2:00:37 time: 0.1043 data_time: 0.0022 memory: 3029 loss: 0.8923 2022/12/02 07:11:25 - mmengine - INFO - Epoch(train) [106][1600/5005] lr: 3.6476e-03 eta: 2:00:27 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.9007 2022/12/02 07:11:35 - mmengine - INFO - Epoch(train) [106][1700/5005] lr: 3.6378e-03 eta: 2:00:17 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.9727 2022/12/02 07:11:45 - mmengine - INFO - Epoch(train) [106][1800/5005] lr: 3.6280e-03 eta: 2:00:07 time: 0.1024 data_time: 0.0019 memory: 3029 loss: 1.0782 2022/12/02 07:11:55 - mmengine - INFO - Epoch(train) [106][1900/5005] lr: 3.6182e-03 eta: 1:59:58 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.9585 2022/12/02 07:12:05 - mmengine - INFO - Epoch(train) [106][2000/5005] lr: 3.6085e-03 eta: 1:59:48 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8145 2022/12/02 07:12:15 - mmengine - INFO - Epoch(train) [106][2100/5005] lr: 3.5987e-03 eta: 1:59:38 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.8297 2022/12/02 07:12:25 - mmengine - INFO - Epoch(train) [106][2200/5005] lr: 3.5890e-03 eta: 1:59:28 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.9083 2022/12/02 07:12:35 - mmengine - INFO - Epoch(train) [106][2300/5005] lr: 3.5793e-03 eta: 1:59:18 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.8687 2022/12/02 07:12:45 - mmengine - INFO - Epoch(train) [106][2400/5005] lr: 3.5696e-03 eta: 1:59:08 time: 0.1017 data_time: 0.0019 memory: 3029 loss: 0.9961 2022/12/02 07:12:52 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:12:55 - mmengine - INFO - Epoch(train) [106][2500/5005] lr: 3.5599e-03 eta: 1:58:59 time: 0.1055 data_time: 0.0019 memory: 3029 loss: 0.8844 2022/12/02 07:13:05 - mmengine - INFO - Epoch(train) [106][2600/5005] lr: 3.5502e-03 eta: 1:58:49 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 1.0873 2022/12/02 07:13:15 - mmengine - INFO - Epoch(train) [106][2700/5005] lr: 3.5405e-03 eta: 1:58:39 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.9633 2022/12/02 07:13:25 - mmengine - INFO - Epoch(train) [106][2800/5005] lr: 3.5308e-03 eta: 1:58:29 time: 0.0989 data_time: 0.0019 memory: 3029 loss: 0.8847 2022/12/02 07:13:35 - mmengine - INFO - Epoch(train) [106][2900/5005] lr: 3.5212e-03 eta: 1:58:19 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 0.9239 2022/12/02 07:13:45 - mmengine - INFO - Epoch(train) [106][3000/5005] lr: 3.5116e-03 eta: 1:58:09 time: 0.1040 data_time: 0.0019 memory: 3029 loss: 0.8421 2022/12/02 07:13:55 - mmengine - INFO - Epoch(train) [106][3100/5005] lr: 3.5019e-03 eta: 1:58:00 time: 0.0983 data_time: 0.0021 memory: 3029 loss: 0.8507 2022/12/02 07:14:05 - mmengine - INFO - Epoch(train) [106][3200/5005] lr: 3.4923e-03 eta: 1:57:50 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8955 2022/12/02 07:14:15 - mmengine - INFO - Epoch(train) [106][3300/5005] lr: 3.4827e-03 eta: 1:57:40 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.7864 2022/12/02 07:14:25 - mmengine - INFO - Epoch(train) [106][3400/5005] lr: 3.4731e-03 eta: 1:57:30 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.8528 2022/12/02 07:14:32 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:14:35 - mmengine - INFO - Epoch(train) [106][3500/5005] lr: 3.4636e-03 eta: 1:57:20 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.9456 2022/12/02 07:14:45 - mmengine - INFO - Epoch(train) [106][3600/5005] lr: 3.4540e-03 eta: 1:57:11 time: 0.0992 data_time: 0.0019 memory: 3029 loss: 0.9076 2022/12/02 07:14:55 - mmengine - INFO - Epoch(train) [106][3700/5005] lr: 3.4445e-03 eta: 1:57:01 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.9729 2022/12/02 07:15:05 - mmengine - INFO - Epoch(train) [106][3800/5005] lr: 3.4349e-03 eta: 1:56:51 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.9187 2022/12/02 07:15:15 - mmengine - INFO - Epoch(train) [106][3900/5005] lr: 3.4254e-03 eta: 1:56:41 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.8693 2022/12/02 07:15:25 - mmengine - INFO - Epoch(train) [106][4000/5005] lr: 3.4159e-03 eta: 1:56:31 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 1.0670 2022/12/02 07:15:35 - mmengine - INFO - Epoch(train) [106][4100/5005] lr: 3.4064e-03 eta: 1:56:21 time: 0.0981 data_time: 0.0020 memory: 3029 loss: 0.9091 2022/12/02 07:15:45 - mmengine - INFO - Epoch(train) [106][4200/5005] lr: 3.3969e-03 eta: 1:56:12 time: 0.1034 data_time: 0.0020 memory: 3029 loss: 0.9173 2022/12/02 07:15:55 - mmengine - INFO - Epoch(train) [106][4300/5005] lr: 3.3875e-03 eta: 1:56:02 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.8079 2022/12/02 07:16:05 - mmengine - INFO - Epoch(train) [106][4400/5005] lr: 3.3780e-03 eta: 1:55:52 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.9829 2022/12/02 07:16:13 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:16:15 - mmengine - INFO - Epoch(train) [106][4500/5005] lr: 3.3686e-03 eta: 1:55:42 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.9549 2022/12/02 07:16:25 - mmengine - INFO - Epoch(train) [106][4600/5005] lr: 3.3591e-03 eta: 1:55:32 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7409 2022/12/02 07:16:35 - mmengine - INFO - Epoch(train) [106][4700/5005] lr: 3.3497e-03 eta: 1:55:23 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.9602 2022/12/02 07:16:45 - mmengine - INFO - Epoch(train) [106][4800/5005] lr: 3.3403e-03 eta: 1:55:13 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.8847 2022/12/02 07:16:55 - mmengine - INFO - Epoch(train) [106][4900/5005] lr: 3.3309e-03 eta: 1:55:03 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 1.1559 2022/12/02 07:17:05 - mmengine - INFO - Epoch(train) [106][5000/5005] lr: 3.3215e-03 eta: 1:54:53 time: 0.0999 data_time: 0.0028 memory: 3029 loss: 0.9254 2022/12/02 07:17:05 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:17:05 - mmengine - INFO - Saving checkpoint at 106 epochs 2022/12/02 07:17:11 - mmengine - INFO - Epoch(val) [106][100/196] eta: 0:00:03 time: 0.0384 data_time: 0.0195 memory: 3029 2022/12/02 07:17:24 - mmengine - INFO - Epoch(val) [106][196/196] accuracy/top1: 76.8060 accuracy/top5: 93.4040 2022/12/02 07:17:34 - mmengine - INFO - Epoch(train) [107][ 100/5005] lr: 3.3117e-03 eta: 1:54:43 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 0.8312 2022/12/02 07:17:44 - mmengine - INFO - Epoch(train) [107][ 200/5005] lr: 3.3024e-03 eta: 1:54:33 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.7639 2022/12/02 07:17:54 - mmengine - INFO - Epoch(train) [107][ 300/5005] lr: 3.2930e-03 eta: 1:54:23 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.9316 2022/12/02 07:18:04 - mmengine - INFO - Epoch(train) [107][ 400/5005] lr: 3.2837e-03 eta: 1:54:13 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.8479 2022/12/02 07:18:11 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:18:14 - mmengine - INFO - Epoch(train) [107][ 500/5005] lr: 3.2744e-03 eta: 1:54:04 time: 0.1025 data_time: 0.0020 memory: 3029 loss: 0.9411 2022/12/02 07:18:24 - mmengine - INFO - Epoch(train) [107][ 600/5005] lr: 3.2651e-03 eta: 1:53:54 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 0.8360 2022/12/02 07:18:34 - mmengine - INFO - Epoch(train) [107][ 700/5005] lr: 3.2558e-03 eta: 1:53:44 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.9319 2022/12/02 07:18:44 - mmengine - INFO - Epoch(train) [107][ 800/5005] lr: 3.2465e-03 eta: 1:53:34 time: 0.1049 data_time: 0.0019 memory: 3029 loss: 1.0088 2022/12/02 07:18:54 - mmengine - INFO - Epoch(train) [107][ 900/5005] lr: 3.2372e-03 eta: 1:53:24 time: 0.0990 data_time: 0.0020 memory: 3029 loss: 0.7493 2022/12/02 07:19:04 - mmengine - INFO - Epoch(train) [107][1000/5005] lr: 3.2280e-03 eta: 1:53:14 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 1.0814 2022/12/02 07:19:14 - mmengine - INFO - Epoch(train) [107][1100/5005] lr: 3.2187e-03 eta: 1:53:05 time: 0.0981 data_time: 0.0020 memory: 3029 loss: 0.8638 2022/12/02 07:19:24 - mmengine - INFO - Epoch(train) [107][1200/5005] lr: 3.2095e-03 eta: 1:52:55 time: 0.1026 data_time: 0.0019 memory: 3029 loss: 0.9008 2022/12/02 07:19:34 - mmengine - INFO - Epoch(train) [107][1300/5005] lr: 3.2003e-03 eta: 1:52:45 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.9970 2022/12/02 07:19:44 - mmengine - INFO - Epoch(train) [107][1400/5005] lr: 3.1911e-03 eta: 1:52:35 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.8775 2022/12/02 07:19:51 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:19:54 - mmengine - INFO - Epoch(train) [107][1500/5005] lr: 3.1819e-03 eta: 1:52:25 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.9360 2022/12/02 07:20:04 - mmengine - INFO - Epoch(train) [107][1600/5005] lr: 3.1727e-03 eta: 1:52:15 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 0.8708 2022/12/02 07:20:14 - mmengine - INFO - Epoch(train) [107][1700/5005] lr: 3.1636e-03 eta: 1:52:06 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 1.1159 2022/12/02 07:20:24 - mmengine - INFO - Epoch(train) [107][1800/5005] lr: 3.1544e-03 eta: 1:51:56 time: 0.1056 data_time: 0.0019 memory: 3029 loss: 0.8740 2022/12/02 07:20:34 - mmengine - INFO - Epoch(train) [107][1900/5005] lr: 3.1453e-03 eta: 1:51:46 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.9652 2022/12/02 07:20:44 - mmengine - INFO - Epoch(train) [107][2000/5005] lr: 3.1362e-03 eta: 1:51:36 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.8162 2022/12/02 07:20:54 - mmengine - INFO - Epoch(train) [107][2100/5005] lr: 3.1271e-03 eta: 1:51:26 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.7975 2022/12/02 07:21:04 - mmengine - INFO - Epoch(train) [107][2200/5005] lr: 3.1180e-03 eta: 1:51:17 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.9292 2022/12/02 07:21:14 - mmengine - INFO - Epoch(train) [107][2300/5005] lr: 3.1089e-03 eta: 1:51:07 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.8842 2022/12/02 07:21:24 - mmengine - INFO - Epoch(train) [107][2400/5005] lr: 3.0998e-03 eta: 1:50:57 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 1.0722 2022/12/02 07:21:31 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:21:34 - mmengine - INFO - Epoch(train) [107][2500/5005] lr: 3.0908e-03 eta: 1:50:47 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.8961 2022/12/02 07:21:44 - mmengine - INFO - Epoch(train) [107][2600/5005] lr: 3.0817e-03 eta: 1:50:37 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 0.9221 2022/12/02 07:21:54 - mmengine - INFO - Epoch(train) [107][2700/5005] lr: 3.0727e-03 eta: 1:50:27 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.9038 2022/12/02 07:22:04 - mmengine - INFO - Epoch(train) [107][2800/5005] lr: 3.0636e-03 eta: 1:50:18 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.9102 2022/12/02 07:22:14 - mmengine - INFO - Epoch(train) [107][2900/5005] lr: 3.0546e-03 eta: 1:50:08 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 0.8960 2022/12/02 07:22:24 - mmengine - INFO - Epoch(train) [107][3000/5005] lr: 3.0456e-03 eta: 1:49:58 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.7798 2022/12/02 07:22:34 - mmengine - INFO - Epoch(train) [107][3100/5005] lr: 3.0367e-03 eta: 1:49:48 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.9305 2022/12/02 07:22:44 - mmengine - INFO - Epoch(train) [107][3200/5005] lr: 3.0277e-03 eta: 1:49:38 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 1.0036 2022/12/02 07:22:54 - mmengine - INFO - Epoch(train) [107][3300/5005] lr: 3.0187e-03 eta: 1:49:28 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 0.8524 2022/12/02 07:23:04 - mmengine - INFO - Epoch(train) [107][3400/5005] lr: 3.0098e-03 eta: 1:49:19 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 0.9346 2022/12/02 07:23:11 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:23:14 - mmengine - INFO - Epoch(train) [107][3500/5005] lr: 3.0009e-03 eta: 1:49:09 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.9347 2022/12/02 07:23:24 - mmengine - INFO - Epoch(train) [107][3600/5005] lr: 2.9919e-03 eta: 1:48:59 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 0.9385 2022/12/02 07:23:34 - mmengine - INFO - Epoch(train) [107][3700/5005] lr: 2.9830e-03 eta: 1:48:49 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 0.9218 2022/12/02 07:23:44 - mmengine - INFO - Epoch(train) [107][3800/5005] lr: 2.9742e-03 eta: 1:48:39 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8349 2022/12/02 07:23:54 - mmengine - INFO - Epoch(train) [107][3900/5005] lr: 2.9653e-03 eta: 1:48:29 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.9368 2022/12/02 07:24:04 - mmengine - INFO - Epoch(train) [107][4000/5005] lr: 2.9564e-03 eta: 1:48:20 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.9152 2022/12/02 07:24:14 - mmengine - INFO - Epoch(train) [107][4100/5005] lr: 2.9476e-03 eta: 1:48:10 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 1.0512 2022/12/02 07:24:24 - mmengine - INFO - Epoch(train) [107][4200/5005] lr: 2.9387e-03 eta: 1:48:00 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.9911 2022/12/02 07:24:34 - mmengine - INFO - Epoch(train) [107][4300/5005] lr: 2.9299e-03 eta: 1:47:50 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 0.8803 2022/12/02 07:24:44 - mmengine - INFO - Epoch(train) [107][4400/5005] lr: 2.9211e-03 eta: 1:47:40 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 0.9833 2022/12/02 07:24:51 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:24:54 - mmengine - INFO - Epoch(train) [107][4500/5005] lr: 2.9123e-03 eta: 1:47:30 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 0.8278 2022/12/02 07:25:04 - mmengine - INFO - Epoch(train) [107][4600/5005] lr: 2.9035e-03 eta: 1:47:21 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8477 2022/12/02 07:25:14 - mmengine - INFO - Epoch(train) [107][4700/5005] lr: 2.8947e-03 eta: 1:47:11 time: 0.0991 data_time: 0.0020 memory: 3029 loss: 0.8720 2022/12/02 07:25:24 - mmengine - INFO - Epoch(train) [107][4800/5005] lr: 2.8859e-03 eta: 1:47:01 time: 0.0981 data_time: 0.0019 memory: 3029 loss: 0.8509 2022/12/02 07:25:34 - mmengine - INFO - Epoch(train) [107][4900/5005] lr: 2.8772e-03 eta: 1:46:51 time: 0.0983 data_time: 0.0021 memory: 3029 loss: 1.0491 2022/12/02 07:25:44 - mmengine - INFO - Epoch(train) [107][5000/5005] lr: 2.8684e-03 eta: 1:46:41 time: 0.0992 data_time: 0.0029 memory: 3029 loss: 0.8972 2022/12/02 07:25:44 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:25:44 - mmengine - INFO - Saving checkpoint at 107 epochs 2022/12/02 07:25:50 - mmengine - INFO - Epoch(val) [107][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0166 memory: 3029 2022/12/02 07:26:03 - mmengine - INFO - Epoch(val) [107][196/196] accuracy/top1: 76.9260 accuracy/top5: 93.3920 2022/12/02 07:26:13 - mmengine - INFO - Epoch(train) [108][ 100/5005] lr: 2.8593e-03 eta: 1:46:31 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 1.0351 2022/12/02 07:26:23 - mmengine - INFO - Epoch(train) [108][ 200/5005] lr: 2.8506e-03 eta: 1:46:21 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 1.0936 2022/12/02 07:26:33 - mmengine - INFO - Epoch(train) [108][ 300/5005] lr: 2.8419e-03 eta: 1:46:11 time: 0.1016 data_time: 0.0020 memory: 3029 loss: 0.8187 2022/12/02 07:26:43 - mmengine - INFO - Epoch(train) [108][ 400/5005] lr: 2.8332e-03 eta: 1:46:02 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8809 2022/12/02 07:26:50 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:26:53 - mmengine - INFO - Epoch(train) [108][ 500/5005] lr: 2.8245e-03 eta: 1:45:52 time: 0.1021 data_time: 0.0020 memory: 3029 loss: 0.9295 2022/12/02 07:27:03 - mmengine - INFO - Epoch(train) [108][ 600/5005] lr: 2.8159e-03 eta: 1:45:42 time: 0.0989 data_time: 0.0019 memory: 3029 loss: 0.8254 2022/12/02 07:27:13 - mmengine - INFO - Epoch(train) [108][ 700/5005] lr: 2.8072e-03 eta: 1:45:32 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8024 2022/12/02 07:27:23 - mmengine - INFO - Epoch(train) [108][ 800/5005] lr: 2.7986e-03 eta: 1:45:22 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8901 2022/12/02 07:27:33 - mmengine - INFO - Epoch(train) [108][ 900/5005] lr: 2.7900e-03 eta: 1:45:12 time: 0.0991 data_time: 0.0019 memory: 3029 loss: 0.6766 2022/12/02 07:27:43 - mmengine - INFO - Epoch(train) [108][1000/5005] lr: 2.7814e-03 eta: 1:45:03 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.7633 2022/12/02 07:27:53 - mmengine - INFO - Epoch(train) [108][1100/5005] lr: 2.7728e-03 eta: 1:44:53 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.8129 2022/12/02 07:28:03 - mmengine - INFO - Epoch(train) [108][1200/5005] lr: 2.7642e-03 eta: 1:44:43 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.9673 2022/12/02 07:28:13 - mmengine - INFO - Epoch(train) [108][1300/5005] lr: 2.7556e-03 eta: 1:44:33 time: 0.0989 data_time: 0.0019 memory: 3029 loss: 0.9892 2022/12/02 07:28:23 - mmengine - INFO - Epoch(train) [108][1400/5005] lr: 2.7471e-03 eta: 1:44:23 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.9488 2022/12/02 07:28:30 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:28:33 - mmengine - INFO - Epoch(train) [108][1500/5005] lr: 2.7385e-03 eta: 1:44:13 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.8969 2022/12/02 07:28:43 - mmengine - INFO - Epoch(train) [108][1600/5005] lr: 2.7300e-03 eta: 1:44:04 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.9783 2022/12/02 07:28:53 - mmengine - INFO - Epoch(train) [108][1700/5005] lr: 2.7215e-03 eta: 1:43:54 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.8445 2022/12/02 07:29:03 - mmengine - INFO - Epoch(train) [108][1800/5005] lr: 2.7130e-03 eta: 1:43:44 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.7993 2022/12/02 07:29:13 - mmengine - INFO - Epoch(train) [108][1900/5005] lr: 2.7045e-03 eta: 1:43:34 time: 0.0981 data_time: 0.0020 memory: 3029 loss: 0.9987 2022/12/02 07:29:23 - mmengine - INFO - Epoch(train) [108][2000/5005] lr: 2.6960e-03 eta: 1:43:24 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.6940 2022/12/02 07:29:33 - mmengine - INFO - Epoch(train) [108][2100/5005] lr: 2.6875e-03 eta: 1:43:14 time: 0.0990 data_time: 0.0020 memory: 3029 loss: 0.8765 2022/12/02 07:29:43 - mmengine - INFO - Epoch(train) [108][2200/5005] lr: 2.6791e-03 eta: 1:43:05 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.8138 2022/12/02 07:29:53 - mmengine - INFO - Epoch(train) [108][2300/5005] lr: 2.6706e-03 eta: 1:42:55 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.9184 2022/12/02 07:30:03 - mmengine - INFO - Epoch(train) [108][2400/5005] lr: 2.6622e-03 eta: 1:42:45 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.7650 2022/12/02 07:30:09 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:30:13 - mmengine - INFO - Epoch(train) [108][2500/5005] lr: 2.6538e-03 eta: 1:42:35 time: 0.1028 data_time: 0.0019 memory: 3029 loss: 0.8072 2022/12/02 07:30:23 - mmengine - INFO - Epoch(train) [108][2600/5005] lr: 2.6454e-03 eta: 1:42:25 time: 0.1021 data_time: 0.0020 memory: 3029 loss: 0.9653 2022/12/02 07:30:33 - mmengine - INFO - Epoch(train) [108][2700/5005] lr: 2.6370e-03 eta: 1:42:16 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 0.9590 2022/12/02 07:30:43 - mmengine - INFO - Epoch(train) [108][2800/5005] lr: 2.6286e-03 eta: 1:42:06 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.8338 2022/12/02 07:30:53 - mmengine - INFO - Epoch(train) [108][2900/5005] lr: 2.6203e-03 eta: 1:41:56 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 0.8183 2022/12/02 07:31:03 - mmengine - INFO - Epoch(train) [108][3000/5005] lr: 2.6119e-03 eta: 1:41:46 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8759 2022/12/02 07:31:13 - mmengine - INFO - Epoch(train) [108][3100/5005] lr: 2.6036e-03 eta: 1:41:36 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.9854 2022/12/02 07:31:23 - mmengine - INFO - Epoch(train) [108][3200/5005] lr: 2.5953e-03 eta: 1:41:26 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 0.8889 2022/12/02 07:31:33 - mmengine - INFO - Epoch(train) [108][3300/5005] lr: 2.5869e-03 eta: 1:41:17 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.7981 2022/12/02 07:31:43 - mmengine - INFO - Epoch(train) [108][3400/5005] lr: 2.5786e-03 eta: 1:41:07 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 0.7677 2022/12/02 07:31:49 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:31:53 - mmengine - INFO - Epoch(train) [108][3500/5005] lr: 2.5704e-03 eta: 1:40:57 time: 0.0983 data_time: 0.0021 memory: 3029 loss: 0.8815 2022/12/02 07:32:03 - mmengine - INFO - Epoch(train) [108][3600/5005] lr: 2.5621e-03 eta: 1:40:47 time: 0.1037 data_time: 0.0019 memory: 3029 loss: 0.9316 2022/12/02 07:32:13 - mmengine - INFO - Epoch(train) [108][3700/5005] lr: 2.5538e-03 eta: 1:40:37 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.8626 2022/12/02 07:32:23 - mmengine - INFO - Epoch(train) [108][3800/5005] lr: 2.5456e-03 eta: 1:40:27 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8812 2022/12/02 07:32:33 - mmengine - INFO - Epoch(train) [108][3900/5005] lr: 2.5374e-03 eta: 1:40:18 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.7606 2022/12/02 07:32:43 - mmengine - INFO - Epoch(train) [108][4000/5005] lr: 2.5291e-03 eta: 1:40:08 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8501 2022/12/02 07:32:53 - mmengine - INFO - Epoch(train) [108][4100/5005] lr: 2.5209e-03 eta: 1:39:58 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.9169 2022/12/02 07:33:03 - mmengine - INFO - Epoch(train) [108][4200/5005] lr: 2.5127e-03 eta: 1:39:48 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 0.9088 2022/12/02 07:33:13 - mmengine - INFO - Epoch(train) [108][4300/5005] lr: 2.5046e-03 eta: 1:39:38 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 0.8381 2022/12/02 07:33:23 - mmengine - INFO - Epoch(train) [108][4400/5005] lr: 2.4964e-03 eta: 1:39:28 time: 0.1035 data_time: 0.0021 memory: 3029 loss: 0.8766 2022/12/02 07:33:29 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:33:33 - mmengine - INFO - Epoch(train) [108][4500/5005] lr: 2.4882e-03 eta: 1:39:19 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8400 2022/12/02 07:33:43 - mmengine - INFO - Epoch(train) [108][4600/5005] lr: 2.4801e-03 eta: 1:39:09 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 1.0195 2022/12/02 07:33:53 - mmengine - INFO - Epoch(train) [108][4700/5005] lr: 2.4720e-03 eta: 1:38:59 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.8881 2022/12/02 07:34:03 - mmengine - INFO - Epoch(train) [108][4800/5005] lr: 2.4639e-03 eta: 1:38:49 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.9635 2022/12/02 07:34:13 - mmengine - INFO - Epoch(train) [108][4900/5005] lr: 2.4557e-03 eta: 1:38:39 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.7842 2022/12/02 07:34:23 - mmengine - INFO - Epoch(train) [108][5000/5005] lr: 2.4477e-03 eta: 1:38:29 time: 0.0992 data_time: 0.0029 memory: 3029 loss: 0.9273 2022/12/02 07:34:23 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:34:23 - mmengine - INFO - Saving checkpoint at 108 epochs 2022/12/02 07:34:29 - mmengine - INFO - Epoch(val) [108][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0164 memory: 3029 2022/12/02 07:34:42 - mmengine - INFO - Epoch(val) [108][196/196] accuracy/top1: 77.0520 accuracy/top5: 93.5500 2022/12/02 07:34:52 - mmengine - INFO - Epoch(train) [109][ 100/5005] lr: 2.4392e-03 eta: 1:38:19 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.7576 2022/12/02 07:35:02 - mmengine - INFO - Epoch(train) [109][ 200/5005] lr: 2.4311e-03 eta: 1:38:09 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 0.8993 2022/12/02 07:35:12 - mmengine - INFO - Epoch(train) [109][ 300/5005] lr: 2.4231e-03 eta: 1:37:59 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.9655 2022/12/02 07:35:22 - mmengine - INFO - Epoch(train) [109][ 400/5005] lr: 2.4150e-03 eta: 1:37:50 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.9028 2022/12/02 07:35:28 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:35:32 - mmengine - INFO - Epoch(train) [109][ 500/5005] lr: 2.4070e-03 eta: 1:37:40 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.9394 2022/12/02 07:35:42 - mmengine - INFO - Epoch(train) [109][ 600/5005] lr: 2.3990e-03 eta: 1:37:30 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 0.8117 2022/12/02 07:35:52 - mmengine - INFO - Epoch(train) [109][ 700/5005] lr: 2.3910e-03 eta: 1:37:20 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 1.0784 2022/12/02 07:36:02 - mmengine - INFO - Epoch(train) [109][ 800/5005] lr: 2.3830e-03 eta: 1:37:10 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.8074 2022/12/02 07:36:12 - mmengine - INFO - Epoch(train) [109][ 900/5005] lr: 2.3750e-03 eta: 1:37:00 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.8128 2022/12/02 07:36:22 - mmengine - INFO - Epoch(train) [109][1000/5005] lr: 2.3671e-03 eta: 1:36:51 time: 0.0987 data_time: 0.0019 memory: 3029 loss: 0.7458 2022/12/02 07:36:32 - mmengine - INFO - Epoch(train) [109][1100/5005] lr: 2.3591e-03 eta: 1:36:41 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8240 2022/12/02 07:36:42 - mmengine - INFO - Epoch(train) [109][1200/5005] lr: 2.3512e-03 eta: 1:36:31 time: 0.0992 data_time: 0.0020 memory: 3029 loss: 0.7747 2022/12/02 07:36:52 - mmengine - INFO - Epoch(train) [109][1300/5005] lr: 2.3433e-03 eta: 1:36:21 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7420 2022/12/02 07:37:02 - mmengine - INFO - Epoch(train) [109][1400/5005] lr: 2.3354e-03 eta: 1:36:11 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 0.7550 2022/12/02 07:37:08 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:37:12 - mmengine - INFO - Epoch(train) [109][1500/5005] lr: 2.3275e-03 eta: 1:36:02 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8142 2022/12/02 07:37:22 - mmengine - INFO - Epoch(train) [109][1600/5005] lr: 2.3196e-03 eta: 1:35:52 time: 0.1028 data_time: 0.0020 memory: 3029 loss: 0.7658 2022/12/02 07:37:32 - mmengine - INFO - Epoch(train) [109][1700/5005] lr: 2.3117e-03 eta: 1:35:42 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7690 2022/12/02 07:37:42 - mmengine - INFO - Epoch(train) [109][1800/5005] lr: 2.3039e-03 eta: 1:35:32 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 0.8250 2022/12/02 07:37:52 - mmengine - INFO - Epoch(train) [109][1900/5005] lr: 2.2960e-03 eta: 1:35:22 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8369 2022/12/02 07:38:02 - mmengine - INFO - Epoch(train) [109][2000/5005] lr: 2.2882e-03 eta: 1:35:12 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.8576 2022/12/02 07:38:12 - mmengine - INFO - Epoch(train) [109][2100/5005] lr: 2.2804e-03 eta: 1:35:03 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8276 2022/12/02 07:38:22 - mmengine - INFO - Epoch(train) [109][2200/5005] lr: 2.2726e-03 eta: 1:34:53 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 1.0100 2022/12/02 07:38:32 - mmengine - INFO - Epoch(train) [109][2300/5005] lr: 2.2648e-03 eta: 1:34:43 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.9012 2022/12/02 07:38:42 - mmengine - INFO - Epoch(train) [109][2400/5005] lr: 2.2570e-03 eta: 1:34:33 time: 0.0994 data_time: 0.0020 memory: 3029 loss: 0.9360 2022/12/02 07:38:48 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:38:52 - mmengine - INFO - Epoch(train) [109][2500/5005] lr: 2.2493e-03 eta: 1:34:23 time: 0.0989 data_time: 0.0020 memory: 3029 loss: 0.8671 2022/12/02 07:39:02 - mmengine - INFO - Epoch(train) [109][2600/5005] lr: 2.2415e-03 eta: 1:34:13 time: 0.1016 data_time: 0.0020 memory: 3029 loss: 0.7465 2022/12/02 07:39:12 - mmengine - INFO - Epoch(train) [109][2700/5005] lr: 2.2338e-03 eta: 1:34:04 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8752 2022/12/02 07:39:22 - mmengine - INFO - Epoch(train) [109][2800/5005] lr: 2.2261e-03 eta: 1:33:54 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.8160 2022/12/02 07:39:32 - mmengine - INFO - Epoch(train) [109][2900/5005] lr: 2.2184e-03 eta: 1:33:44 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8401 2022/12/02 07:39:42 - mmengine - INFO - Epoch(train) [109][3000/5005] lr: 2.2107e-03 eta: 1:33:34 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8861 2022/12/02 07:39:52 - mmengine - INFO - Epoch(train) [109][3100/5005] lr: 2.2030e-03 eta: 1:33:24 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.9596 2022/12/02 07:40:02 - mmengine - INFO - Epoch(train) [109][3200/5005] lr: 2.1953e-03 eta: 1:33:14 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8919 2022/12/02 07:40:12 - mmengine - INFO - Epoch(train) [109][3300/5005] lr: 2.1876e-03 eta: 1:33:05 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.8911 2022/12/02 07:40:22 - mmengine - INFO - Epoch(train) [109][3400/5005] lr: 2.1800e-03 eta: 1:32:55 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.7284 2022/12/02 07:40:28 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:40:32 - mmengine - INFO - Epoch(train) [109][3500/5005] lr: 2.1724e-03 eta: 1:32:45 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 0.7153 2022/12/02 07:40:42 - mmengine - INFO - Epoch(train) [109][3600/5005] lr: 2.1647e-03 eta: 1:32:35 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.8910 2022/12/02 07:40:52 - mmengine - INFO - Epoch(train) [109][3700/5005] lr: 2.1571e-03 eta: 1:32:25 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7734 2022/12/02 07:41:02 - mmengine - INFO - Epoch(train) [109][3800/5005] lr: 2.1495e-03 eta: 1:32:15 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8631 2022/12/02 07:41:12 - mmengine - INFO - Epoch(train) [109][3900/5005] lr: 2.1420e-03 eta: 1:32:06 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.9041 2022/12/02 07:41:22 - mmengine - INFO - Epoch(train) [109][4000/5005] lr: 2.1344e-03 eta: 1:31:56 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.7860 2022/12/02 07:41:32 - mmengine - INFO - Epoch(train) [109][4100/5005] lr: 2.1268e-03 eta: 1:31:46 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.9400 2022/12/02 07:41:42 - mmengine - INFO - Epoch(train) [109][4200/5005] lr: 2.1193e-03 eta: 1:31:36 time: 0.1048 data_time: 0.0021 memory: 3029 loss: 0.9183 2022/12/02 07:41:52 - mmengine - INFO - Epoch(train) [109][4300/5005] lr: 2.1118e-03 eta: 1:31:26 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8070 2022/12/02 07:42:02 - mmengine - INFO - Epoch(train) [109][4400/5005] lr: 2.1043e-03 eta: 1:31:16 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7558 2022/12/02 07:42:08 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:42:12 - mmengine - INFO - Epoch(train) [109][4500/5005] lr: 2.0968e-03 eta: 1:31:07 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.9529 2022/12/02 07:42:22 - mmengine - INFO - Epoch(train) [109][4600/5005] lr: 2.0893e-03 eta: 1:30:57 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.8610 2022/12/02 07:42:32 - mmengine - INFO - Epoch(train) [109][4700/5005] lr: 2.0818e-03 eta: 1:30:47 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 0.8893 2022/12/02 07:42:42 - mmengine - INFO - Epoch(train) [109][4800/5005] lr: 2.0743e-03 eta: 1:30:37 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.8283 2022/12/02 07:42:52 - mmengine - INFO - Epoch(train) [109][4900/5005] lr: 2.0669e-03 eta: 1:30:27 time: 0.0991 data_time: 0.0020 memory: 3029 loss: 0.8194 2022/12/02 07:43:02 - mmengine - INFO - Epoch(train) [109][5000/5005] lr: 2.0595e-03 eta: 1:30:17 time: 0.0994 data_time: 0.0028 memory: 3029 loss: 0.8911 2022/12/02 07:43:02 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:43:02 - mmengine - INFO - Saving checkpoint at 109 epochs 2022/12/02 07:43:08 - mmengine - INFO - Epoch(val) [109][100/196] eta: 0:00:03 time: 0.0274 data_time: 0.0086 memory: 3029 2022/12/02 07:43:21 - mmengine - INFO - Epoch(val) [109][196/196] accuracy/top1: 77.5000 accuracy/top5: 93.5520 2022/12/02 07:43:31 - mmengine - INFO - Epoch(train) [110][ 100/5005] lr: 2.0517e-03 eta: 1:30:07 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 0.7940 2022/12/02 07:43:41 - mmengine - INFO - Epoch(train) [110][ 200/5005] lr: 2.0443e-03 eta: 1:29:57 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.9634 2022/12/02 07:43:51 - mmengine - INFO - Epoch(train) [110][ 300/5005] lr: 2.0369e-03 eta: 1:29:48 time: 0.0987 data_time: 0.0019 memory: 3029 loss: 0.7271 2022/12/02 07:44:01 - mmengine - INFO - Epoch(train) [110][ 400/5005] lr: 2.0295e-03 eta: 1:29:38 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8889 2022/12/02 07:44:07 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:44:11 - mmengine - INFO - Epoch(train) [110][ 500/5005] lr: 2.0221e-03 eta: 1:29:28 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.8394 2022/12/02 07:44:21 - mmengine - INFO - Epoch(train) [110][ 600/5005] lr: 2.0148e-03 eta: 1:29:18 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.8657 2022/12/02 07:44:31 - mmengine - INFO - Epoch(train) [110][ 700/5005] lr: 2.0074e-03 eta: 1:29:08 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8733 2022/12/02 07:44:41 - mmengine - INFO - Epoch(train) [110][ 800/5005] lr: 2.0001e-03 eta: 1:28:58 time: 0.0987 data_time: 0.0019 memory: 3029 loss: 0.9256 2022/12/02 07:44:51 - mmengine - INFO - Epoch(train) [110][ 900/5005] lr: 1.9928e-03 eta: 1:28:49 time: 0.1035 data_time: 0.0020 memory: 3029 loss: 0.9439 2022/12/02 07:45:01 - mmengine - INFO - Epoch(train) [110][1000/5005] lr: 1.9855e-03 eta: 1:28:39 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8494 2022/12/02 07:45:11 - mmengine - INFO - Epoch(train) [110][1100/5005] lr: 1.9782e-03 eta: 1:28:29 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 0.8833 2022/12/02 07:45:21 - mmengine - INFO - Epoch(train) [110][1200/5005] lr: 1.9709e-03 eta: 1:28:19 time: 0.0987 data_time: 0.0019 memory: 3029 loss: 0.8670 2022/12/02 07:45:31 - mmengine - INFO - Epoch(train) [110][1300/5005] lr: 1.9636e-03 eta: 1:28:09 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.7344 2022/12/02 07:45:41 - mmengine - INFO - Epoch(train) [110][1400/5005] lr: 1.9564e-03 eta: 1:27:59 time: 0.1104 data_time: 0.0020 memory: 3029 loss: 0.7825 2022/12/02 07:45:47 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:45:51 - mmengine - INFO - Epoch(train) [110][1500/5005] lr: 1.9491e-03 eta: 1:27:50 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.7845 2022/12/02 07:46:01 - mmengine - INFO - Epoch(train) [110][1600/5005] lr: 1.9419e-03 eta: 1:27:40 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 0.7881 2022/12/02 07:46:11 - mmengine - INFO - Epoch(train) [110][1700/5005] lr: 1.9347e-03 eta: 1:27:30 time: 0.1037 data_time: 0.0019 memory: 3029 loss: 0.7617 2022/12/02 07:46:21 - mmengine - INFO - Epoch(train) [110][1800/5005] lr: 1.9275e-03 eta: 1:27:20 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.8335 2022/12/02 07:46:31 - mmengine - INFO - Epoch(train) [110][1900/5005] lr: 1.9203e-03 eta: 1:27:10 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.9155 2022/12/02 07:46:41 - mmengine - INFO - Epoch(train) [110][2000/5005] lr: 1.9131e-03 eta: 1:27:00 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.9940 2022/12/02 07:46:51 - mmengine - INFO - Epoch(train) [110][2100/5005] lr: 1.9060e-03 eta: 1:26:51 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8394 2022/12/02 07:47:01 - mmengine - INFO - Epoch(train) [110][2200/5005] lr: 1.8988e-03 eta: 1:26:41 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.7568 2022/12/02 07:47:11 - mmengine - INFO - Epoch(train) [110][2300/5005] lr: 1.8917e-03 eta: 1:26:31 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8485 2022/12/02 07:47:21 - mmengine - INFO - Epoch(train) [110][2400/5005] lr: 1.8846e-03 eta: 1:26:21 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7753 2022/12/02 07:47:27 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:47:31 - mmengine - INFO - Epoch(train) [110][2500/5005] lr: 1.8775e-03 eta: 1:26:11 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.9652 2022/12/02 07:47:41 - mmengine - INFO - Epoch(train) [110][2600/5005] lr: 1.8704e-03 eta: 1:26:01 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.9274 2022/12/02 07:47:51 - mmengine - INFO - Epoch(train) [110][2700/5005] lr: 1.8633e-03 eta: 1:25:52 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7948 2022/12/02 07:48:01 - mmengine - INFO - Epoch(train) [110][2800/5005] lr: 1.8562e-03 eta: 1:25:42 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7507 2022/12/02 07:48:11 - mmengine - INFO - Epoch(train) [110][2900/5005] lr: 1.8492e-03 eta: 1:25:32 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7195 2022/12/02 07:48:21 - mmengine - INFO - Epoch(train) [110][3000/5005] lr: 1.8422e-03 eta: 1:25:22 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.9007 2022/12/02 07:48:31 - mmengine - INFO - Epoch(train) [110][3100/5005] lr: 1.8351e-03 eta: 1:25:12 time: 0.0983 data_time: 0.0021 memory: 3029 loss: 0.8191 2022/12/02 07:48:41 - mmengine - INFO - Epoch(train) [110][3200/5005] lr: 1.8281e-03 eta: 1:25:02 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8485 2022/12/02 07:48:51 - mmengine - INFO - Epoch(train) [110][3300/5005] lr: 1.8211e-03 eta: 1:24:53 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8230 2022/12/02 07:49:01 - mmengine - INFO - Epoch(train) [110][3400/5005] lr: 1.8141e-03 eta: 1:24:43 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.8708 2022/12/02 07:49:07 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:49:11 - mmengine - INFO - Epoch(train) [110][3500/5005] lr: 1.8071e-03 eta: 1:24:33 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.8496 2022/12/02 07:49:21 - mmengine - INFO - Epoch(train) [110][3600/5005] lr: 1.8002e-03 eta: 1:24:23 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7959 2022/12/02 07:49:31 - mmengine - INFO - Epoch(train) [110][3700/5005] lr: 1.7932e-03 eta: 1:24:13 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 0.8802 2022/12/02 07:49:41 - mmengine - INFO - Epoch(train) [110][3800/5005] lr: 1.7863e-03 eta: 1:24:03 time: 0.1014 data_time: 0.0020 memory: 3029 loss: 0.8811 2022/12/02 07:49:51 - mmengine - INFO - Epoch(train) [110][3900/5005] lr: 1.7794e-03 eta: 1:23:54 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8776 2022/12/02 07:50:01 - mmengine - INFO - Epoch(train) [110][4000/5005] lr: 1.7725e-03 eta: 1:23:44 time: 0.0992 data_time: 0.0020 memory: 3029 loss: 0.7980 2022/12/02 07:50:11 - mmengine - INFO - Epoch(train) [110][4100/5005] lr: 1.7656e-03 eta: 1:23:34 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 0.7941 2022/12/02 07:50:21 - mmengine - INFO - Epoch(train) [110][4200/5005] lr: 1.7587e-03 eta: 1:23:24 time: 0.0990 data_time: 0.0020 memory: 3029 loss: 0.7270 2022/12/02 07:50:31 - mmengine - INFO - Epoch(train) [110][4300/5005] lr: 1.7518e-03 eta: 1:23:14 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7870 2022/12/02 07:50:41 - mmengine - INFO - Epoch(train) [110][4400/5005] lr: 1.7450e-03 eta: 1:23:04 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.9131 2022/12/02 07:50:47 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:50:51 - mmengine - INFO - Epoch(train) [110][4500/5005] lr: 1.7381e-03 eta: 1:22:55 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8767 2022/12/02 07:51:01 - mmengine - INFO - Epoch(train) [110][4600/5005] lr: 1.7313e-03 eta: 1:22:45 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.8039 2022/12/02 07:51:11 - mmengine - INFO - Epoch(train) [110][4700/5005] lr: 1.7245e-03 eta: 1:22:35 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8871 2022/12/02 07:51:21 - mmengine - INFO - Epoch(train) [110][4800/5005] lr: 1.7177e-03 eta: 1:22:25 time: 0.0987 data_time: 0.0019 memory: 3029 loss: 0.8419 2022/12/02 07:51:31 - mmengine - INFO - Epoch(train) [110][4900/5005] lr: 1.7109e-03 eta: 1:22:15 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.7446 2022/12/02 07:51:41 - mmengine - INFO - Epoch(train) [110][5000/5005] lr: 1.7041e-03 eta: 1:22:05 time: 0.0996 data_time: 0.0027 memory: 3029 loss: 0.7774 2022/12/02 07:51:42 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:51:42 - mmengine - INFO - Saving checkpoint at 110 epochs 2022/12/02 07:51:48 - mmengine - INFO - Epoch(val) [110][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0163 memory: 3029 2022/12/02 07:52:00 - mmengine - INFO - Epoch(val) [110][196/196] accuracy/top1: 77.6640 accuracy/top5: 93.7200 2022/12/02 07:52:10 - mmengine - INFO - Epoch(train) [111][ 100/5005] lr: 1.6970e-03 eta: 1:21:55 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8587 2022/12/02 07:52:20 - mmengine - INFO - Epoch(train) [111][ 200/5005] lr: 1.6903e-03 eta: 1:21:45 time: 0.0982 data_time: 0.0019 memory: 3029 loss: 0.8102 2022/12/02 07:52:30 - mmengine - INFO - Epoch(train) [111][ 300/5005] lr: 1.6835e-03 eta: 1:21:35 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.7703 2022/12/02 07:52:40 - mmengine - INFO - Epoch(train) [111][ 400/5005] lr: 1.6768e-03 eta: 1:21:26 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.8195 2022/12/02 07:52:45 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:52:50 - mmengine - INFO - Epoch(train) [111][ 500/5005] lr: 1.6701e-03 eta: 1:21:16 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8029 2022/12/02 07:53:00 - mmengine - INFO - Epoch(train) [111][ 600/5005] lr: 1.6634e-03 eta: 1:21:06 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 0.8126 2022/12/02 07:53:10 - mmengine - INFO - Epoch(train) [111][ 700/5005] lr: 1.6567e-03 eta: 1:20:56 time: 0.0989 data_time: 0.0020 memory: 3029 loss: 0.8277 2022/12/02 07:53:20 - mmengine - INFO - Epoch(train) [111][ 800/5005] lr: 1.6500e-03 eta: 1:20:46 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.7682 2022/12/02 07:53:30 - mmengine - INFO - Epoch(train) [111][ 900/5005] lr: 1.6434e-03 eta: 1:20:37 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.8971 2022/12/02 07:53:40 - mmengine - INFO - Epoch(train) [111][1000/5005] lr: 1.6367e-03 eta: 1:20:27 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7492 2022/12/02 07:53:50 - mmengine - INFO - Epoch(train) [111][1100/5005] lr: 1.6301e-03 eta: 1:20:17 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.6015 2022/12/02 07:54:00 - mmengine - INFO - Epoch(train) [111][1200/5005] lr: 1.6235e-03 eta: 1:20:07 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.6396 2022/12/02 07:54:10 - mmengine - INFO - Epoch(train) [111][1300/5005] lr: 1.6169e-03 eta: 1:19:57 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.6940 2022/12/02 07:54:20 - mmengine - INFO - Epoch(train) [111][1400/5005] lr: 1.6103e-03 eta: 1:19:47 time: 0.0987 data_time: 0.0019 memory: 3029 loss: 0.7129 2022/12/02 07:54:25 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:54:30 - mmengine - INFO - Epoch(train) [111][1500/5005] lr: 1.6037e-03 eta: 1:19:38 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8700 2022/12/02 07:54:41 - mmengine - INFO - Epoch(train) [111][1600/5005] lr: 1.5972e-03 eta: 1:19:28 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.7953 2022/12/02 07:54:50 - mmengine - INFO - Epoch(train) [111][1700/5005] lr: 1.5906e-03 eta: 1:19:18 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.9019 2022/12/02 07:55:00 - mmengine - INFO - Epoch(train) [111][1800/5005] lr: 1.5841e-03 eta: 1:19:08 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.6818 2022/12/02 07:55:10 - mmengine - INFO - Epoch(train) [111][1900/5005] lr: 1.5775e-03 eta: 1:18:58 time: 0.0991 data_time: 0.0019 memory: 3029 loss: 0.8229 2022/12/02 07:55:20 - mmengine - INFO - Epoch(train) [111][2000/5005] lr: 1.5710e-03 eta: 1:18:48 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8951 2022/12/02 07:55:30 - mmengine - INFO - Epoch(train) [111][2100/5005] lr: 1.5645e-03 eta: 1:18:39 time: 0.0989 data_time: 0.0020 memory: 3029 loss: 0.8023 2022/12/02 07:55:40 - mmengine - INFO - Epoch(train) [111][2200/5005] lr: 1.5581e-03 eta: 1:18:29 time: 0.1024 data_time: 0.0020 memory: 3029 loss: 0.7208 2022/12/02 07:55:50 - mmengine - INFO - Epoch(train) [111][2300/5005] lr: 1.5516e-03 eta: 1:18:19 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8097 2022/12/02 07:56:00 - mmengine - INFO - Epoch(train) [111][2400/5005] lr: 1.5451e-03 eta: 1:18:09 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.8804 2022/12/02 07:56:05 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:56:10 - mmengine - INFO - Epoch(train) [111][2500/5005] lr: 1.5387e-03 eta: 1:17:59 time: 0.0981 data_time: 0.0020 memory: 3029 loss: 0.7335 2022/12/02 07:56:20 - mmengine - INFO - Epoch(train) [111][2600/5005] lr: 1.5322e-03 eta: 1:17:49 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.7581 2022/12/02 07:56:30 - mmengine - INFO - Epoch(train) [111][2700/5005] lr: 1.5258e-03 eta: 1:17:40 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.6737 2022/12/02 07:56:40 - mmengine - INFO - Epoch(train) [111][2800/5005] lr: 1.5194e-03 eta: 1:17:30 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8901 2022/12/02 07:56:50 - mmengine - INFO - Epoch(train) [111][2900/5005] lr: 1.5130e-03 eta: 1:17:20 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7847 2022/12/02 07:57:00 - mmengine - INFO - Epoch(train) [111][3000/5005] lr: 1.5067e-03 eta: 1:17:10 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8085 2022/12/02 07:57:10 - mmengine - INFO - Epoch(train) [111][3100/5005] lr: 1.5003e-03 eta: 1:17:00 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.6782 2022/12/02 07:57:20 - mmengine - INFO - Epoch(train) [111][3200/5005] lr: 1.4939e-03 eta: 1:16:50 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8062 2022/12/02 07:57:30 - mmengine - INFO - Epoch(train) [111][3300/5005] lr: 1.4876e-03 eta: 1:16:40 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.5885 2022/12/02 07:57:40 - mmengine - INFO - Epoch(train) [111][3400/5005] lr: 1.4813e-03 eta: 1:16:31 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 0.8394 2022/12/02 07:57:46 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:57:50 - mmengine - INFO - Epoch(train) [111][3500/5005] lr: 1.4750e-03 eta: 1:16:21 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7144 2022/12/02 07:58:00 - mmengine - INFO - Epoch(train) [111][3600/5005] lr: 1.4687e-03 eta: 1:16:11 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.8712 2022/12/02 07:58:10 - mmengine - INFO - Epoch(train) [111][3700/5005] lr: 1.4624e-03 eta: 1:16:01 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.6925 2022/12/02 07:58:21 - mmengine - INFO - Epoch(train) [111][3800/5005] lr: 1.4561e-03 eta: 1:15:51 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.7812 2022/12/02 07:58:31 - mmengine - INFO - Epoch(train) [111][3900/5005] lr: 1.4498e-03 eta: 1:15:42 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.7998 2022/12/02 07:58:41 - mmengine - INFO - Epoch(train) [111][4000/5005] lr: 1.4436e-03 eta: 1:15:32 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.8480 2022/12/02 07:58:51 - mmengine - INFO - Epoch(train) [111][4100/5005] lr: 1.4374e-03 eta: 1:15:22 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.9551 2022/12/02 07:59:00 - mmengine - INFO - Epoch(train) [111][4200/5005] lr: 1.4311e-03 eta: 1:15:12 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8657 2022/12/02 07:59:10 - mmengine - INFO - Epoch(train) [111][4300/5005] lr: 1.4249e-03 eta: 1:15:02 time: 0.0991 data_time: 0.0019 memory: 3029 loss: 1.0042 2022/12/02 07:59:20 - mmengine - INFO - Epoch(train) [111][4400/5005] lr: 1.4187e-03 eta: 1:14:52 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7612 2022/12/02 07:59:25 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 07:59:30 - mmengine - INFO - Epoch(train) [111][4500/5005] lr: 1.4126e-03 eta: 1:14:42 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8752 2022/12/02 07:59:40 - mmengine - INFO - Epoch(train) [111][4600/5005] lr: 1.4064e-03 eta: 1:14:33 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7230 2022/12/02 07:59:51 - mmengine - INFO - Epoch(train) [111][4700/5005] lr: 1.4002e-03 eta: 1:14:23 time: 0.1028 data_time: 0.0020 memory: 3029 loss: 0.7967 2022/12/02 08:00:01 - mmengine - INFO - Epoch(train) [111][4800/5005] lr: 1.3941e-03 eta: 1:14:13 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.8052 2022/12/02 08:00:11 - mmengine - INFO - Epoch(train) [111][4900/5005] lr: 1.3880e-03 eta: 1:14:03 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.8096 2022/12/02 08:00:21 - mmengine - INFO - Epoch(train) [111][5000/5005] lr: 1.3819e-03 eta: 1:13:53 time: 0.0994 data_time: 0.0028 memory: 3029 loss: 0.8584 2022/12/02 08:00:21 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:00:21 - mmengine - INFO - Saving checkpoint at 111 epochs 2022/12/02 08:00:27 - mmengine - INFO - Epoch(val) [111][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0165 memory: 3029 2022/12/02 08:00:40 - mmengine - INFO - Epoch(val) [111][196/196] accuracy/top1: 77.6460 accuracy/top5: 93.8280 2022/12/02 08:00:51 - mmengine - INFO - Epoch(train) [112][ 100/5005] lr: 1.3755e-03 eta: 1:13:43 time: 0.0992 data_time: 0.0020 memory: 3029 loss: 0.8732 2022/12/02 08:01:01 - mmengine - INFO - Epoch(train) [112][ 200/5005] lr: 1.3694e-03 eta: 1:13:33 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7123 2022/12/02 08:01:11 - mmengine - INFO - Epoch(train) [112][ 300/5005] lr: 1.3633e-03 eta: 1:13:23 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.6859 2022/12/02 08:01:21 - mmengine - INFO - Epoch(train) [112][ 400/5005] lr: 1.3572e-03 eta: 1:13:14 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.7800 2022/12/02 08:01:25 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:01:31 - mmengine - INFO - Epoch(train) [112][ 500/5005] lr: 1.3512e-03 eta: 1:13:04 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.7561 2022/12/02 08:01:41 - mmengine - INFO - Epoch(train) [112][ 600/5005] lr: 1.3452e-03 eta: 1:12:54 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.7841 2022/12/02 08:01:51 - mmengine - INFO - Epoch(train) [112][ 700/5005] lr: 1.3392e-03 eta: 1:12:44 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7398 2022/12/02 08:02:01 - mmengine - INFO - Epoch(train) [112][ 800/5005] lr: 1.3331e-03 eta: 1:12:34 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7570 2022/12/02 08:02:11 - mmengine - INFO - Epoch(train) [112][ 900/5005] lr: 1.3272e-03 eta: 1:12:24 time: 0.0991 data_time: 0.0019 memory: 3029 loss: 0.6935 2022/12/02 08:02:21 - mmengine - INFO - Epoch(train) [112][1000/5005] lr: 1.3212e-03 eta: 1:12:15 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7520 2022/12/02 08:02:31 - mmengine - INFO - Epoch(train) [112][1100/5005] lr: 1.3152e-03 eta: 1:12:05 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.7366 2022/12/02 08:02:41 - mmengine - INFO - Epoch(train) [112][1200/5005] lr: 1.3093e-03 eta: 1:11:55 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7706 2022/12/02 08:02:51 - mmengine - INFO - Epoch(train) [112][1300/5005] lr: 1.3033e-03 eta: 1:11:45 time: 0.1039 data_time: 0.0020 memory: 3029 loss: 0.7256 2022/12/02 08:03:01 - mmengine - INFO - Epoch(train) [112][1400/5005] lr: 1.2974e-03 eta: 1:11:35 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 0.8034 2022/12/02 08:03:05 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:03:11 - mmengine - INFO - Epoch(train) [112][1500/5005] lr: 1.2915e-03 eta: 1:11:25 time: 0.0987 data_time: 0.0019 memory: 3029 loss: 0.6695 2022/12/02 08:03:21 - mmengine - INFO - Epoch(train) [112][1600/5005] lr: 1.2856e-03 eta: 1:11:16 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.8609 2022/12/02 08:03:31 - mmengine - INFO - Epoch(train) [112][1700/5005] lr: 1.2797e-03 eta: 1:11:06 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.8016 2022/12/02 08:03:41 - mmengine - INFO - Epoch(train) [112][1800/5005] lr: 1.2738e-03 eta: 1:10:56 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 0.9342 2022/12/02 08:03:51 - mmengine - INFO - Epoch(train) [112][1900/5005] lr: 1.2680e-03 eta: 1:10:46 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7184 2022/12/02 08:04:01 - mmengine - INFO - Epoch(train) [112][2000/5005] lr: 1.2621e-03 eta: 1:10:36 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.9211 2022/12/02 08:04:11 - mmengine - INFO - Epoch(train) [112][2100/5005] lr: 1.2563e-03 eta: 1:10:26 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7972 2022/12/02 08:04:21 - mmengine - INFO - Epoch(train) [112][2200/5005] lr: 1.2505e-03 eta: 1:10:17 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7733 2022/12/02 08:04:31 - mmengine - INFO - Epoch(train) [112][2300/5005] lr: 1.2447e-03 eta: 1:10:07 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8013 2022/12/02 08:04:41 - mmengine - INFO - Epoch(train) [112][2400/5005] lr: 1.2389e-03 eta: 1:09:57 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8495 2022/12/02 08:04:45 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:04:51 - mmengine - INFO - Epoch(train) [112][2500/5005] lr: 1.2331e-03 eta: 1:09:47 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.9154 2022/12/02 08:05:01 - mmengine - INFO - Epoch(train) [112][2600/5005] lr: 1.2273e-03 eta: 1:09:37 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.6246 2022/12/02 08:05:11 - mmengine - INFO - Epoch(train) [112][2700/5005] lr: 1.2216e-03 eta: 1:09:27 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7407 2022/12/02 08:05:21 - mmengine - INFO - Epoch(train) [112][2800/5005] lr: 1.2158e-03 eta: 1:09:18 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.7653 2022/12/02 08:05:31 - mmengine - INFO - Epoch(train) [112][2900/5005] lr: 1.2101e-03 eta: 1:09:08 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8116 2022/12/02 08:05:41 - mmengine - INFO - Epoch(train) [112][3000/5005] lr: 1.2044e-03 eta: 1:08:58 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.7176 2022/12/02 08:05:51 - mmengine - INFO - Epoch(train) [112][3100/5005] lr: 1.1987e-03 eta: 1:08:48 time: 0.0989 data_time: 0.0019 memory: 3029 loss: 0.8154 2022/12/02 08:06:01 - mmengine - INFO - Epoch(train) [112][3200/5005] lr: 1.1930e-03 eta: 1:08:38 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.7334 2022/12/02 08:06:11 - mmengine - INFO - Epoch(train) [112][3300/5005] lr: 1.1873e-03 eta: 1:08:28 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.8197 2022/12/02 08:06:21 - mmengine - INFO - Epoch(train) [112][3400/5005] lr: 1.1817e-03 eta: 1:08:19 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.9623 2022/12/02 08:06:25 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:06:31 - mmengine - INFO - Epoch(train) [112][3500/5005] lr: 1.1760e-03 eta: 1:08:09 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.8817 2022/12/02 08:06:41 - mmengine - INFO - Epoch(train) [112][3600/5005] lr: 1.1704e-03 eta: 1:07:59 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.6721 2022/12/02 08:06:51 - mmengine - INFO - Epoch(train) [112][3700/5005] lr: 1.1648e-03 eta: 1:07:49 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7248 2022/12/02 08:07:01 - mmengine - INFO - Epoch(train) [112][3800/5005] lr: 1.1592e-03 eta: 1:07:39 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.8942 2022/12/02 08:07:11 - mmengine - INFO - Epoch(train) [112][3900/5005] lr: 1.1536e-03 eta: 1:07:29 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.8882 2022/12/02 08:07:21 - mmengine - INFO - Epoch(train) [112][4000/5005] lr: 1.1480e-03 eta: 1:07:20 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7353 2022/12/02 08:07:31 - mmengine - INFO - Epoch(train) [112][4100/5005] lr: 1.1424e-03 eta: 1:07:10 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 0.8104 2022/12/02 08:07:41 - mmengine - INFO - Epoch(train) [112][4200/5005] lr: 1.1369e-03 eta: 1:07:00 time: 0.0987 data_time: 0.0019 memory: 3029 loss: 0.8670 2022/12/02 08:07:51 - mmengine - INFO - Epoch(train) [112][4300/5005] lr: 1.1313e-03 eta: 1:06:50 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7138 2022/12/02 08:08:01 - mmengine - INFO - Epoch(train) [112][4400/5005] lr: 1.1258e-03 eta: 1:06:40 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 0.7176 2022/12/02 08:08:06 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:08:11 - mmengine - INFO - Epoch(train) [112][4500/5005] lr: 1.1203e-03 eta: 1:06:30 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7376 2022/12/02 08:08:21 - mmengine - INFO - Epoch(train) [112][4600/5005] lr: 1.1148e-03 eta: 1:06:21 time: 0.0997 data_time: 0.0019 memory: 3029 loss: 0.8135 2022/12/02 08:08:31 - mmengine - INFO - Epoch(train) [112][4700/5005] lr: 1.1093e-03 eta: 1:06:11 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8579 2022/12/02 08:08:41 - mmengine - INFO - Epoch(train) [112][4800/5005] lr: 1.1038e-03 eta: 1:06:01 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8401 2022/12/02 08:08:51 - mmengine - INFO - Epoch(train) [112][4900/5005] lr: 1.0984e-03 eta: 1:05:51 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.8153 2022/12/02 08:09:01 - mmengine - INFO - Epoch(train) [112][5000/5005] lr: 1.0929e-03 eta: 1:05:41 time: 0.0993 data_time: 0.0028 memory: 3029 loss: 0.8747 2022/12/02 08:09:02 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:09:02 - mmengine - INFO - Saving checkpoint at 112 epochs 2022/12/02 08:09:08 - mmengine - INFO - Epoch(val) [112][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0167 memory: 3029 2022/12/02 08:09:20 - mmengine - INFO - Epoch(val) [112][196/196] accuracy/top1: 77.6620 accuracy/top5: 93.7920 2022/12/02 08:09:31 - mmengine - INFO - Epoch(train) [113][ 100/5005] lr: 1.0872e-03 eta: 1:05:31 time: 0.1001 data_time: 0.0020 memory: 3029 loss: 0.8074 2022/12/02 08:09:41 - mmengine - INFO - Epoch(train) [113][ 200/5005] lr: 1.0818e-03 eta: 1:05:21 time: 0.0998 data_time: 0.0020 memory: 3029 loss: 0.7695 2022/12/02 08:09:51 - mmengine - INFO - Epoch(train) [113][ 300/5005] lr: 1.0764e-03 eta: 1:05:11 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 0.7831 2022/12/02 08:10:01 - mmengine - INFO - Epoch(train) [113][ 400/5005] lr: 1.0710e-03 eta: 1:05:01 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 0.8335 2022/12/02 08:10:05 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:10:11 - mmengine - INFO - Epoch(train) [113][ 500/5005] lr: 1.0657e-03 eta: 1:04:52 time: 0.0989 data_time: 0.0019 memory: 3029 loss: 0.6714 2022/12/02 08:10:21 - mmengine - INFO - Epoch(train) [113][ 600/5005] lr: 1.0603e-03 eta: 1:04:42 time: 0.0990 data_time: 0.0020 memory: 3029 loss: 0.8396 2022/12/02 08:10:31 - mmengine - INFO - Epoch(train) [113][ 700/5005] lr: 1.0549e-03 eta: 1:04:32 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.6332 2022/12/02 08:10:41 - mmengine - INFO - Epoch(train) [113][ 800/5005] lr: 1.0496e-03 eta: 1:04:22 time: 0.0993 data_time: 0.0020 memory: 3029 loss: 0.8489 2022/12/02 08:10:51 - mmengine - INFO - Epoch(train) [113][ 900/5005] lr: 1.0443e-03 eta: 1:04:12 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.7882 2022/12/02 08:11:01 - mmengine - INFO - Epoch(train) [113][1000/5005] lr: 1.0390e-03 eta: 1:04:02 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7309 2022/12/02 08:11:11 - mmengine - INFO - Epoch(train) [113][1100/5005] lr: 1.0337e-03 eta: 1:03:53 time: 0.0987 data_time: 0.0019 memory: 3029 loss: 0.7929 2022/12/02 08:11:21 - mmengine - INFO - Epoch(train) [113][1200/5005] lr: 1.0284e-03 eta: 1:03:43 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8571 2022/12/02 08:11:31 - mmengine - INFO - Epoch(train) [113][1300/5005] lr: 1.0231e-03 eta: 1:03:33 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.5916 2022/12/02 08:11:41 - mmengine - INFO - Epoch(train) [113][1400/5005] lr: 1.0179e-03 eta: 1:03:23 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8397 2022/12/02 08:11:45 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:11:51 - mmengine - INFO - Epoch(train) [113][1500/5005] lr: 1.0126e-03 eta: 1:03:13 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7803 2022/12/02 08:12:01 - mmengine - INFO - Epoch(train) [113][1600/5005] lr: 1.0074e-03 eta: 1:03:03 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7367 2022/12/02 08:12:11 - mmengine - INFO - Epoch(train) [113][1700/5005] lr: 1.0022e-03 eta: 1:02:54 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.8167 2022/12/02 08:12:21 - mmengine - INFO - Epoch(train) [113][1800/5005] lr: 9.9696e-04 eta: 1:02:44 time: 0.1028 data_time: 0.0020 memory: 3029 loss: 0.8762 2022/12/02 08:12:31 - mmengine - INFO - Epoch(train) [113][1900/5005] lr: 9.9177e-04 eta: 1:02:34 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.5944 2022/12/02 08:12:41 - mmengine - INFO - Epoch(train) [113][2000/5005] lr: 9.8660e-04 eta: 1:02:24 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.6858 2022/12/02 08:12:51 - mmengine - INFO - Epoch(train) [113][2100/5005] lr: 9.8143e-04 eta: 1:02:14 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8188 2022/12/02 08:13:01 - mmengine - INFO - Epoch(train) [113][2200/5005] lr: 9.7628e-04 eta: 1:02:04 time: 0.0991 data_time: 0.0021 memory: 3029 loss: 0.7869 2022/12/02 08:13:11 - mmengine - INFO - Epoch(train) [113][2300/5005] lr: 9.7115e-04 eta: 1:01:55 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 0.8769 2022/12/02 08:13:21 - mmengine - INFO - Epoch(train) [113][2400/5005] lr: 9.6602e-04 eta: 1:01:45 time: 0.0992 data_time: 0.0019 memory: 3029 loss: 0.8884 2022/12/02 08:13:25 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:13:31 - mmengine - INFO - Epoch(train) [113][2500/5005] lr: 9.6091e-04 eta: 1:01:35 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.9014 2022/12/02 08:13:41 - mmengine - INFO - Epoch(train) [113][2600/5005] lr: 9.5582e-04 eta: 1:01:25 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7621 2022/12/02 08:13:51 - mmengine - INFO - Epoch(train) [113][2700/5005] lr: 9.5074e-04 eta: 1:01:15 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.9687 2022/12/02 08:14:01 - mmengine - INFO - Epoch(train) [113][2800/5005] lr: 9.4567e-04 eta: 1:01:05 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.9281 2022/12/02 08:14:11 - mmengine - INFO - Epoch(train) [113][2900/5005] lr: 9.4061e-04 eta: 1:00:55 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7829 2022/12/02 08:14:21 - mmengine - INFO - Epoch(train) [113][3000/5005] lr: 9.3557e-04 eta: 1:00:46 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7732 2022/12/02 08:14:31 - mmengine - INFO - Epoch(train) [113][3100/5005] lr: 9.3054e-04 eta: 1:00:36 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8084 2022/12/02 08:14:41 - mmengine - INFO - Epoch(train) [113][3200/5005] lr: 9.2552e-04 eta: 1:00:26 time: 0.0983 data_time: 0.0021 memory: 3029 loss: 0.7859 2022/12/02 08:14:51 - mmengine - INFO - Epoch(train) [113][3300/5005] lr: 9.2052e-04 eta: 1:00:16 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8815 2022/12/02 08:15:01 - mmengine - INFO - Epoch(train) [113][3400/5005] lr: 9.1553e-04 eta: 1:00:06 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8303 2022/12/02 08:15:05 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:15:11 - mmengine - INFO - Epoch(train) [113][3500/5005] lr: 9.1056e-04 eta: 0:59:56 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7482 2022/12/02 08:15:21 - mmengine - INFO - Epoch(train) [113][3600/5005] lr: 9.0560e-04 eta: 0:59:47 time: 0.0991 data_time: 0.0019 memory: 3029 loss: 0.8363 2022/12/02 08:15:31 - mmengine - INFO - Epoch(train) [113][3700/5005] lr: 9.0065e-04 eta: 0:59:37 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7488 2022/12/02 08:15:41 - mmengine - INFO - Epoch(train) [113][3800/5005] lr: 8.9571e-04 eta: 0:59:27 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7981 2022/12/02 08:15:51 - mmengine - INFO - Epoch(train) [113][3900/5005] lr: 8.9079e-04 eta: 0:59:17 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.8602 2022/12/02 08:16:01 - mmengine - INFO - Epoch(train) [113][4000/5005] lr: 8.8588e-04 eta: 0:59:07 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8361 2022/12/02 08:16:11 - mmengine - INFO - Epoch(train) [113][4100/5005] lr: 8.8099e-04 eta: 0:58:57 time: 0.0984 data_time: 0.0019 memory: 3029 loss: 0.7742 2022/12/02 08:16:21 - mmengine - INFO - Epoch(train) [113][4200/5005] lr: 8.7611e-04 eta: 0:58:48 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.8725 2022/12/02 08:16:31 - mmengine - INFO - Epoch(train) [113][4300/5005] lr: 8.7124e-04 eta: 0:58:38 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.8074 2022/12/02 08:16:41 - mmengine - INFO - Epoch(train) [113][4400/5005] lr: 8.6638e-04 eta: 0:58:28 time: 0.0992 data_time: 0.0019 memory: 3029 loss: 0.8137 2022/12/02 08:16:45 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:16:51 - mmengine - INFO - Epoch(train) [113][4500/5005] lr: 8.6154e-04 eta: 0:58:18 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8049 2022/12/02 08:17:01 - mmengine - INFO - Epoch(train) [113][4600/5005] lr: 8.5672e-04 eta: 0:58:08 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.6787 2022/12/02 08:17:11 - mmengine - INFO - Epoch(train) [113][4700/5005] lr: 8.5190e-04 eta: 0:57:58 time: 0.0993 data_time: 0.0020 memory: 3029 loss: 0.9090 2022/12/02 08:17:21 - mmengine - INFO - Epoch(train) [113][4800/5005] lr: 8.4710e-04 eta: 0:57:49 time: 0.0991 data_time: 0.0020 memory: 3029 loss: 0.8707 2022/12/02 08:17:31 - mmengine - INFO - Epoch(train) [113][4900/5005] lr: 8.4231e-04 eta: 0:57:39 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.8103 2022/12/02 08:17:41 - mmengine - INFO - Epoch(train) [113][5000/5005] lr: 8.3754e-04 eta: 0:57:29 time: 0.0996 data_time: 0.0028 memory: 3029 loss: 0.6892 2022/12/02 08:17:41 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:17:41 - mmengine - INFO - Saving checkpoint at 113 epochs 2022/12/02 08:17:47 - mmengine - INFO - Epoch(val) [113][100/196] eta: 0:00:03 time: 0.0359 data_time: 0.0170 memory: 3029 2022/12/02 08:18:00 - mmengine - INFO - Epoch(val) [113][196/196] accuracy/top1: 77.8640 accuracy/top5: 93.8780 2022/12/02 08:18:10 - mmengine - INFO - Epoch(train) [114][ 100/5005] lr: 8.3254e-04 eta: 0:57:19 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7359 2022/12/02 08:18:20 - mmengine - INFO - Epoch(train) [114][ 200/5005] lr: 8.2780e-04 eta: 0:57:09 time: 0.0995 data_time: 0.0020 memory: 3029 loss: 0.7893 2022/12/02 08:18:30 - mmengine - INFO - Epoch(train) [114][ 300/5005] lr: 8.2306e-04 eta: 0:56:59 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7956 2022/12/02 08:18:40 - mmengine - INFO - Epoch(train) [114][ 400/5005] lr: 8.1834e-04 eta: 0:56:49 time: 0.0983 data_time: 0.0019 memory: 3029 loss: 0.6310 2022/12/02 08:18:44 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:18:50 - mmengine - INFO - Epoch(train) [114][ 500/5005] lr: 8.1364e-04 eta: 0:56:39 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.6875 2022/12/02 08:19:00 - mmengine - INFO - Epoch(train) [114][ 600/5005] lr: 8.0895e-04 eta: 0:56:29 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7728 2022/12/02 08:19:10 - mmengine - INFO - Epoch(train) [114][ 700/5005] lr: 8.0427e-04 eta: 0:56:20 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.8387 2022/12/02 08:19:20 - mmengine - INFO - Epoch(train) [114][ 800/5005] lr: 7.9960e-04 eta: 0:56:10 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.5903 2022/12/02 08:19:30 - mmengine - INFO - Epoch(train) [114][ 900/5005] lr: 7.9495e-04 eta: 0:56:00 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.7849 2022/12/02 08:19:40 - mmengine - INFO - Epoch(train) [114][1000/5005] lr: 7.9031e-04 eta: 0:55:50 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.7140 2022/12/02 08:19:50 - mmengine - INFO - Epoch(train) [114][1100/5005] lr: 7.8569e-04 eta: 0:55:40 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.6818 2022/12/02 08:20:00 - mmengine - INFO - Epoch(train) [114][1200/5005] lr: 7.8108e-04 eta: 0:55:30 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.6885 2022/12/02 08:20:10 - mmengine - INFO - Epoch(train) [114][1300/5005] lr: 7.7648e-04 eta: 0:55:21 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8089 2022/12/02 08:20:20 - mmengine - INFO - Epoch(train) [114][1400/5005] lr: 7.7189e-04 eta: 0:55:11 time: 0.0989 data_time: 0.0020 memory: 3029 loss: 0.6256 2022/12/02 08:20:24 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:20:30 - mmengine - INFO - Epoch(train) [114][1500/5005] lr: 7.6732e-04 eta: 0:55:01 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7188 2022/12/02 08:20:40 - mmengine - INFO - Epoch(train) [114][1600/5005] lr: 7.6276e-04 eta: 0:54:51 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.6796 2022/12/02 08:20:50 - mmengine - INFO - Epoch(train) [114][1700/5005] lr: 7.5822e-04 eta: 0:54:41 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.7812 2022/12/02 08:21:00 - mmengine - INFO - Epoch(train) [114][1800/5005] lr: 7.5369e-04 eta: 0:54:31 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7864 2022/12/02 08:21:10 - mmengine - INFO - Epoch(train) [114][1900/5005] lr: 7.4917e-04 eta: 0:54:22 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 1.0204 2022/12/02 08:21:20 - mmengine - INFO - Epoch(train) [114][2000/5005] lr: 7.4467e-04 eta: 0:54:12 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.6854 2022/12/02 08:21:30 - mmengine - INFO - Epoch(train) [114][2100/5005] lr: 7.4018e-04 eta: 0:54:02 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 1.0141 2022/12/02 08:21:41 - mmengine - INFO - Epoch(train) [114][2200/5005] lr: 7.3570e-04 eta: 0:53:52 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7450 2022/12/02 08:21:51 - mmengine - INFO - Epoch(train) [114][2300/5005] lr: 7.3124e-04 eta: 0:53:42 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.9094 2022/12/02 08:22:00 - mmengine - INFO - Epoch(train) [114][2400/5005] lr: 7.2679e-04 eta: 0:53:32 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7685 2022/12/02 08:22:04 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:22:11 - mmengine - INFO - Epoch(train) [114][2500/5005] lr: 7.2235e-04 eta: 0:53:22 time: 0.1053 data_time: 0.0019 memory: 3029 loss: 0.7747 2022/12/02 08:22:21 - mmengine - INFO - Epoch(train) [114][2600/5005] lr: 7.1793e-04 eta: 0:53:13 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8595 2022/12/02 08:22:31 - mmengine - INFO - Epoch(train) [114][2700/5005] lr: 7.1352e-04 eta: 0:53:03 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 0.7208 2022/12/02 08:22:41 - mmengine - INFO - Epoch(train) [114][2800/5005] lr: 7.0912e-04 eta: 0:52:53 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 0.9540 2022/12/02 08:22:51 - mmengine - INFO - Epoch(train) [114][2900/5005] lr: 7.0474e-04 eta: 0:52:43 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.6982 2022/12/02 08:23:01 - mmengine - INFO - Epoch(train) [114][3000/5005] lr: 7.0037e-04 eta: 0:52:33 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.7349 2022/12/02 08:23:11 - mmengine - INFO - Epoch(train) [114][3100/5005] lr: 6.9602e-04 eta: 0:52:23 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7089 2022/12/02 08:23:21 - mmengine - INFO - Epoch(train) [114][3200/5005] lr: 6.9168e-04 eta: 0:52:14 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.6739 2022/12/02 08:23:31 - mmengine - INFO - Epoch(train) [114][3300/5005] lr: 6.8735e-04 eta: 0:52:04 time: 0.0989 data_time: 0.0021 memory: 3029 loss: 0.7582 2022/12/02 08:23:41 - mmengine - INFO - Epoch(train) [114][3400/5005] lr: 6.8303e-04 eta: 0:51:54 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.8892 2022/12/02 08:23:44 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:23:51 - mmengine - INFO - Epoch(train) [114][3500/5005] lr: 6.7873e-04 eta: 0:51:44 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.6594 2022/12/02 08:24:01 - mmengine - INFO - Epoch(train) [114][3600/5005] lr: 6.7444e-04 eta: 0:51:34 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7709 2022/12/02 08:24:11 - mmengine - INFO - Epoch(train) [114][3700/5005] lr: 6.7017e-04 eta: 0:51:24 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7231 2022/12/02 08:24:21 - mmengine - INFO - Epoch(train) [114][3800/5005] lr: 6.6591e-04 eta: 0:51:15 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.8296 2022/12/02 08:24:31 - mmengine - INFO - Epoch(train) [114][3900/5005] lr: 6.6166e-04 eta: 0:51:05 time: 0.0992 data_time: 0.0020 memory: 3029 loss: 0.7995 2022/12/02 08:24:41 - mmengine - INFO - Epoch(train) [114][4000/5005] lr: 6.5743e-04 eta: 0:50:55 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.7011 2022/12/02 08:24:51 - mmengine - INFO - Epoch(train) [114][4100/5005] lr: 6.5321e-04 eta: 0:50:45 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.9292 2022/12/02 08:25:01 - mmengine - INFO - Epoch(train) [114][4200/5005] lr: 6.4900e-04 eta: 0:50:35 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.7609 2022/12/02 08:25:11 - mmengine - INFO - Epoch(train) [114][4300/5005] lr: 6.4480e-04 eta: 0:50:25 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8821 2022/12/02 08:25:21 - mmengine - INFO - Epoch(train) [114][4400/5005] lr: 6.4062e-04 eta: 0:50:16 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.6305 2022/12/02 08:25:24 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:25:31 - mmengine - INFO - Epoch(train) [114][4500/5005] lr: 6.3646e-04 eta: 0:50:06 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.9420 2022/12/02 08:25:41 - mmengine - INFO - Epoch(train) [114][4600/5005] lr: 6.3231e-04 eta: 0:49:56 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8501 2022/12/02 08:25:51 - mmengine - INFO - Epoch(train) [114][4700/5005] lr: 6.2817e-04 eta: 0:49:46 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.9374 2022/12/02 08:26:01 - mmengine - INFO - Epoch(train) [114][4800/5005] lr: 6.2404e-04 eta: 0:49:36 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 0.8090 2022/12/02 08:26:11 - mmengine - INFO - Epoch(train) [114][4900/5005] lr: 6.1993e-04 eta: 0:49:26 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7230 2022/12/02 08:26:21 - mmengine - INFO - Epoch(train) [114][5000/5005] lr: 6.1583e-04 eta: 0:49:16 time: 0.0995 data_time: 0.0029 memory: 3029 loss: 0.6378 2022/12/02 08:26:21 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:26:21 - mmengine - INFO - Saving checkpoint at 114 epochs 2022/12/02 08:26:28 - mmengine - INFO - Epoch(val) [114][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0164 memory: 3029 2022/12/02 08:26:40 - mmengine - INFO - Epoch(val) [114][196/196] accuracy/top1: 77.9620 accuracy/top5: 93.9340 2022/12/02 08:26:51 - mmengine - INFO - Epoch(train) [115][ 100/5005] lr: 6.1154e-04 eta: 0:49:06 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.7710 2022/12/02 08:27:01 - mmengine - INFO - Epoch(train) [115][ 200/5005] lr: 6.0747e-04 eta: 0:48:56 time: 0.0983 data_time: 0.0020 memory: 3029 loss: 0.7922 2022/12/02 08:27:11 - mmengine - INFO - Epoch(train) [115][ 300/5005] lr: 6.0341e-04 eta: 0:48:47 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.7594 2022/12/02 08:27:21 - mmengine - INFO - Epoch(train) [115][ 400/5005] lr: 5.9937e-04 eta: 0:48:37 time: 0.1028 data_time: 0.0021 memory: 3029 loss: 0.7586 2022/12/02 08:27:24 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:27:31 - mmengine - INFO - Epoch(train) [115][ 500/5005] lr: 5.9534e-04 eta: 0:48:27 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.6767 2022/12/02 08:27:41 - mmengine - INFO - Epoch(train) [115][ 600/5005] lr: 5.9132e-04 eta: 0:48:17 time: 0.0992 data_time: 0.0021 memory: 3029 loss: 0.8409 2022/12/02 08:27:51 - mmengine - INFO - Epoch(train) [115][ 700/5005] lr: 5.8731e-04 eta: 0:48:07 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.9223 2022/12/02 08:28:01 - mmengine - INFO - Epoch(train) [115][ 800/5005] lr: 5.8332e-04 eta: 0:47:57 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.7937 2022/12/02 08:28:11 - mmengine - INFO - Epoch(train) [115][ 900/5005] lr: 5.7935e-04 eta: 0:47:47 time: 0.0983 data_time: 0.0021 memory: 3029 loss: 0.7347 2022/12/02 08:28:21 - mmengine - INFO - Epoch(train) [115][1000/5005] lr: 5.7538e-04 eta: 0:47:38 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.6918 2022/12/02 08:28:31 - mmengine - INFO - Epoch(train) [115][1100/5005] lr: 5.7144e-04 eta: 0:47:28 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 0.7724 2022/12/02 08:28:41 - mmengine - INFO - Epoch(train) [115][1200/5005] lr: 5.6750e-04 eta: 0:47:18 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7524 2022/12/02 08:28:51 - mmengine - INFO - Epoch(train) [115][1300/5005] lr: 5.6358e-04 eta: 0:47:08 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.8722 2022/12/02 08:29:01 - mmengine - INFO - Epoch(train) [115][1400/5005] lr: 5.5967e-04 eta: 0:46:58 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 0.7506 2022/12/02 08:29:04 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:29:11 - mmengine - INFO - Epoch(train) [115][1500/5005] lr: 5.5577e-04 eta: 0:46:48 time: 0.0983 data_time: 0.0021 memory: 3029 loss: 0.5929 2022/12/02 08:29:21 - mmengine - INFO - Epoch(train) [115][1600/5005] lr: 5.5189e-04 eta: 0:46:39 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.6944 2022/12/02 08:29:31 - mmengine - INFO - Epoch(train) [115][1700/5005] lr: 5.4802e-04 eta: 0:46:29 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.8302 2022/12/02 08:29:41 - mmengine - INFO - Epoch(train) [115][1800/5005] lr: 5.4417e-04 eta: 0:46:19 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.5605 2022/12/02 08:29:51 - mmengine - INFO - Epoch(train) [115][1900/5005] lr: 5.4033e-04 eta: 0:46:09 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 0.9172 2022/12/02 08:30:01 - mmengine - INFO - Epoch(train) [115][2000/5005] lr: 5.3650e-04 eta: 0:45:59 time: 0.1030 data_time: 0.0020 memory: 3029 loss: 0.8964 2022/12/02 08:30:11 - mmengine - INFO - Epoch(train) [115][2100/5005] lr: 5.3268e-04 eta: 0:45:49 time: 0.0991 data_time: 0.0020 memory: 3029 loss: 0.8978 2022/12/02 08:30:21 - mmengine - INFO - Epoch(train) [115][2200/5005] lr: 5.2888e-04 eta: 0:45:40 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7616 2022/12/02 08:30:31 - mmengine - INFO - Epoch(train) [115][2300/5005] lr: 5.2510e-04 eta: 0:45:30 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8066 2022/12/02 08:30:41 - mmengine - INFO - Epoch(train) [115][2400/5005] lr: 5.2132e-04 eta: 0:45:20 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 0.7885 2022/12/02 08:30:44 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:30:51 - mmengine - INFO - Epoch(train) [115][2500/5005] lr: 5.1756e-04 eta: 0:45:10 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.6878 2022/12/02 08:31:01 - mmengine - INFO - Epoch(train) [115][2600/5005] lr: 5.1382e-04 eta: 0:45:00 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.5736 2022/12/02 08:31:11 - mmengine - INFO - Epoch(train) [115][2700/5005] lr: 5.1008e-04 eta: 0:44:50 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.8096 2022/12/02 08:31:21 - mmengine - INFO - Epoch(train) [115][2800/5005] lr: 5.0636e-04 eta: 0:44:40 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7719 2022/12/02 08:31:31 - mmengine - INFO - Epoch(train) [115][2900/5005] lr: 5.0266e-04 eta: 0:44:31 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.7347 2022/12/02 08:31:41 - mmengine - INFO - Epoch(train) [115][3000/5005] lr: 4.9896e-04 eta: 0:44:21 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7531 2022/12/02 08:31:51 - mmengine - INFO - Epoch(train) [115][3100/5005] lr: 4.9529e-04 eta: 0:44:11 time: 0.0991 data_time: 0.0020 memory: 3029 loss: 0.7212 2022/12/02 08:32:01 - mmengine - INFO - Epoch(train) [115][3200/5005] lr: 4.9162e-04 eta: 0:44:01 time: 0.1023 data_time: 0.0020 memory: 3029 loss: 0.7612 2022/12/02 08:32:11 - mmengine - INFO - Epoch(train) [115][3300/5005] lr: 4.8797e-04 eta: 0:43:51 time: 0.0985 data_time: 0.0019 memory: 3029 loss: 0.7361 2022/12/02 08:32:21 - mmengine - INFO - Epoch(train) [115][3400/5005] lr: 4.8433e-04 eta: 0:43:41 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8296 2022/12/02 08:32:24 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:32:31 - mmengine - INFO - Epoch(train) [115][3500/5005] lr: 4.8071e-04 eta: 0:43:32 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.6877 2022/12/02 08:32:41 - mmengine - INFO - Epoch(train) [115][3600/5005] lr: 4.7709e-04 eta: 0:43:22 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7900 2022/12/02 08:32:51 - mmengine - INFO - Epoch(train) [115][3700/5005] lr: 4.7350e-04 eta: 0:43:12 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.8028 2022/12/02 08:33:01 - mmengine - INFO - Epoch(train) [115][3800/5005] lr: 4.6991e-04 eta: 0:43:02 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8264 2022/12/02 08:33:11 - mmengine - INFO - Epoch(train) [115][3900/5005] lr: 4.6634e-04 eta: 0:42:52 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.7470 2022/12/02 08:33:21 - mmengine - INFO - Epoch(train) [115][4000/5005] lr: 4.6279e-04 eta: 0:42:42 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.8069 2022/12/02 08:33:31 - mmengine - INFO - Epoch(train) [115][4100/5005] lr: 4.5924e-04 eta: 0:42:33 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.6502 2022/12/02 08:33:41 - mmengine - INFO - Epoch(train) [115][4200/5005] lr: 4.5571e-04 eta: 0:42:23 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7660 2022/12/02 08:33:51 - mmengine - INFO - Epoch(train) [115][4300/5005] lr: 4.5220e-04 eta: 0:42:13 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.6772 2022/12/02 08:34:01 - mmengine - INFO - Epoch(train) [115][4400/5005] lr: 4.4869e-04 eta: 0:42:03 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.6751 2022/12/02 08:34:04 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:34:11 - mmengine - INFO - Epoch(train) [115][4500/5005] lr: 4.4520e-04 eta: 0:41:53 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8935 2022/12/02 08:34:21 - mmengine - INFO - Epoch(train) [115][4600/5005] lr: 4.4173e-04 eta: 0:41:43 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.7185 2022/12/02 08:34:31 - mmengine - INFO - Epoch(train) [115][4700/5005] lr: 4.3827e-04 eta: 0:41:34 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.5959 2022/12/02 08:34:41 - mmengine - INFO - Epoch(train) [115][4800/5005] lr: 4.3482e-04 eta: 0:41:24 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8415 2022/12/02 08:34:51 - mmengine - INFO - Epoch(train) [115][4900/5005] lr: 4.3138e-04 eta: 0:41:14 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8298 2022/12/02 08:35:01 - mmengine - INFO - Epoch(train) [115][5000/5005] lr: 4.2796e-04 eta: 0:41:04 time: 0.0996 data_time: 0.0029 memory: 3029 loss: 0.8277 2022/12/02 08:35:02 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:35:02 - mmengine - INFO - Saving checkpoint at 115 epochs 2022/12/02 08:35:08 - mmengine - INFO - Epoch(val) [115][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0166 memory: 3029 2022/12/02 08:35:20 - mmengine - INFO - Epoch(val) [115][196/196] accuracy/top1: 78.0580 accuracy/top5: 93.9420 2022/12/02 08:35:31 - mmengine - INFO - Epoch(train) [116][ 100/5005] lr: 4.2438e-04 eta: 0:40:54 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7109 2022/12/02 08:35:41 - mmengine - INFO - Epoch(train) [116][ 200/5005] lr: 4.2099e-04 eta: 0:40:44 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.6529 2022/12/02 08:35:51 - mmengine - INFO - Epoch(train) [116][ 300/5005] lr: 4.1761e-04 eta: 0:40:34 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.6626 2022/12/02 08:36:01 - mmengine - INFO - Epoch(train) [116][ 400/5005] lr: 4.1424e-04 eta: 0:40:24 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.6073 2022/12/02 08:36:03 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:36:11 - mmengine - INFO - Epoch(train) [116][ 500/5005] lr: 4.1089e-04 eta: 0:40:14 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.6773 2022/12/02 08:36:21 - mmengine - INFO - Epoch(train) [116][ 600/5005] lr: 4.0755e-04 eta: 0:40:04 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.7078 2022/12/02 08:36:31 - mmengine - INFO - Epoch(train) [116][ 700/5005] lr: 4.0423e-04 eta: 0:39:55 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.7582 2022/12/02 08:36:41 - mmengine - INFO - Epoch(train) [116][ 800/5005] lr: 4.0091e-04 eta: 0:39:45 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.7279 2022/12/02 08:36:51 - mmengine - INFO - Epoch(train) [116][ 900/5005] lr: 3.9762e-04 eta: 0:39:35 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.7379 2022/12/02 08:37:01 - mmengine - INFO - Epoch(train) [116][1000/5005] lr: 3.9433e-04 eta: 0:39:25 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.8102 2022/12/02 08:37:11 - mmengine - INFO - Epoch(train) [116][1100/5005] lr: 3.9106e-04 eta: 0:39:15 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 0.5741 2022/12/02 08:37:21 - mmengine - INFO - Epoch(train) [116][1200/5005] lr: 3.8780e-04 eta: 0:39:05 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7775 2022/12/02 08:37:31 - mmengine - INFO - Epoch(train) [116][1300/5005] lr: 3.8456e-04 eta: 0:38:56 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.7124 2022/12/02 08:37:41 - mmengine - INFO - Epoch(train) [116][1400/5005] lr: 3.8133e-04 eta: 0:38:46 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.7261 2022/12/02 08:37:43 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:37:51 - mmengine - INFO - Epoch(train) [116][1500/5005] lr: 3.7811e-04 eta: 0:38:36 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.8229 2022/12/02 08:38:01 - mmengine - INFO - Epoch(train) [116][1600/5005] lr: 3.7491e-04 eta: 0:38:26 time: 0.0986 data_time: 0.0022 memory: 3029 loss: 0.6543 2022/12/02 08:38:11 - mmengine - INFO - Epoch(train) [116][1700/5005] lr: 3.7172e-04 eta: 0:38:16 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.8921 2022/12/02 08:38:21 - mmengine - INFO - Epoch(train) [116][1800/5005] lr: 3.6854e-04 eta: 0:38:06 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.5935 2022/12/02 08:38:31 - mmengine - INFO - Epoch(train) [116][1900/5005] lr: 3.6538e-04 eta: 0:37:57 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.6070 2022/12/02 08:38:41 - mmengine - INFO - Epoch(train) [116][2000/5005] lr: 3.6223e-04 eta: 0:37:47 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.8849 2022/12/02 08:38:51 - mmengine - INFO - Epoch(train) [116][2100/5005] lr: 3.5909e-04 eta: 0:37:37 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.8390 2022/12/02 08:39:01 - mmengine - INFO - Epoch(train) [116][2200/5005] lr: 3.5597e-04 eta: 0:37:27 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.6404 2022/12/02 08:39:11 - mmengine - INFO - Epoch(train) [116][2300/5005] lr: 3.5286e-04 eta: 0:37:17 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.7861 2022/12/02 08:39:21 - mmengine - INFO - Epoch(train) [116][2400/5005] lr: 3.4977e-04 eta: 0:37:07 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.8228 2022/12/02 08:39:24 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:39:31 - mmengine - INFO - Epoch(train) [116][2500/5005] lr: 3.4668e-04 eta: 0:36:57 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.7396 2022/12/02 08:39:41 - mmengine - INFO - Epoch(train) [116][2600/5005] lr: 3.4362e-04 eta: 0:36:48 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8119 2022/12/02 08:39:51 - mmengine - INFO - Epoch(train) [116][2700/5005] lr: 3.4056e-04 eta: 0:36:38 time: 0.0990 data_time: 0.0021 memory: 3029 loss: 0.7670 2022/12/02 08:40:01 - mmengine - INFO - Epoch(train) [116][2800/5005] lr: 3.3752e-04 eta: 0:36:28 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.6908 2022/12/02 08:40:11 - mmengine - INFO - Epoch(train) [116][2900/5005] lr: 3.3450e-04 eta: 0:36:18 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.8333 2022/12/02 08:40:21 - mmengine - INFO - Epoch(train) [116][3000/5005] lr: 3.3148e-04 eta: 0:36:08 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.8902 2022/12/02 08:40:31 - mmengine - INFO - Epoch(train) [116][3100/5005] lr: 3.2848e-04 eta: 0:35:58 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.6428 2022/12/02 08:40:41 - mmengine - INFO - Epoch(train) [116][3200/5005] lr: 3.2550e-04 eta: 0:35:49 time: 0.0990 data_time: 0.0020 memory: 3029 loss: 0.7023 2022/12/02 08:40:51 - mmengine - INFO - Epoch(train) [116][3300/5005] lr: 3.2252e-04 eta: 0:35:39 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.6663 2022/12/02 08:41:01 - mmengine - INFO - Epoch(train) [116][3400/5005] lr: 3.1956e-04 eta: 0:35:29 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.8075 2022/12/02 08:41:04 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:41:11 - mmengine - INFO - Epoch(train) [116][3500/5005] lr: 3.1662e-04 eta: 0:35:19 time: 0.0993 data_time: 0.0021 memory: 3029 loss: 0.7110 2022/12/02 08:41:21 - mmengine - INFO - Epoch(train) [116][3600/5005] lr: 3.1369e-04 eta: 0:35:09 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.6840 2022/12/02 08:41:31 - mmengine - INFO - Epoch(train) [116][3700/5005] lr: 3.1077e-04 eta: 0:34:59 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8261 2022/12/02 08:41:41 - mmengine - INFO - Epoch(train) [116][3800/5005] lr: 3.0786e-04 eta: 0:34:50 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.6843 2022/12/02 08:41:51 - mmengine - INFO - Epoch(train) [116][3900/5005] lr: 3.0497e-04 eta: 0:34:40 time: 0.1023 data_time: 0.0021 memory: 3029 loss: 0.8293 2022/12/02 08:42:01 - mmengine - INFO - Epoch(train) [116][4000/5005] lr: 3.0210e-04 eta: 0:34:30 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.8491 2022/12/02 08:42:12 - mmengine - INFO - Epoch(train) [116][4100/5005] lr: 2.9923e-04 eta: 0:34:20 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.8083 2022/12/02 08:42:22 - mmengine - INFO - Epoch(train) [116][4200/5005] lr: 2.9638e-04 eta: 0:34:10 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.7836 2022/12/02 08:42:32 - mmengine - INFO - Epoch(train) [116][4300/5005] lr: 2.9354e-04 eta: 0:34:00 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.7033 2022/12/02 08:42:42 - mmengine - INFO - Epoch(train) [116][4400/5005] lr: 2.9072e-04 eta: 0:33:50 time: 0.0983 data_time: 0.0021 memory: 3029 loss: 0.8379 2022/12/02 08:42:44 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:42:52 - mmengine - INFO - Epoch(train) [116][4500/5005] lr: 2.8791e-04 eta: 0:33:41 time: 0.0994 data_time: 0.0021 memory: 3029 loss: 0.7157 2022/12/02 08:43:02 - mmengine - INFO - Epoch(train) [116][4600/5005] lr: 2.8512e-04 eta: 0:33:31 time: 0.0989 data_time: 0.0021 memory: 3029 loss: 0.6827 2022/12/02 08:43:12 - mmengine - INFO - Epoch(train) [116][4700/5005] lr: 2.8233e-04 eta: 0:33:21 time: 0.0986 data_time: 0.0019 memory: 3029 loss: 0.6889 2022/12/02 08:43:22 - mmengine - INFO - Epoch(train) [116][4800/5005] lr: 2.7957e-04 eta: 0:33:11 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.7698 2022/12/02 08:43:32 - mmengine - INFO - Epoch(train) [116][4900/5005] lr: 2.7681e-04 eta: 0:33:01 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7988 2022/12/02 08:43:42 - mmengine - INFO - Epoch(train) [116][5000/5005] lr: 2.7407e-04 eta: 0:32:51 time: 0.0994 data_time: 0.0030 memory: 3029 loss: 0.5818 2022/12/02 08:43:42 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:43:42 - mmengine - INFO - Saving checkpoint at 116 epochs 2022/12/02 08:43:48 - mmengine - INFO - Epoch(val) [116][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0164 memory: 3029 2022/12/02 08:44:01 - mmengine - INFO - Epoch(val) [116][196/196] accuracy/top1: 78.0920 accuracy/top5: 93.9800 2022/12/02 08:44:11 - mmengine - INFO - Epoch(train) [117][ 100/5005] lr: 2.7121e-04 eta: 0:32:41 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.7362 2022/12/02 08:44:21 - mmengine - INFO - Epoch(train) [117][ 200/5005] lr: 2.6849e-04 eta: 0:32:31 time: 0.0994 data_time: 0.0020 memory: 3029 loss: 0.7852 2022/12/02 08:44:31 - mmengine - INFO - Epoch(train) [117][ 300/5005] lr: 2.6579e-04 eta: 0:32:21 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.7002 2022/12/02 08:44:41 - mmengine - INFO - Epoch(train) [117][ 400/5005] lr: 2.6311e-04 eta: 0:32:12 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7325 2022/12/02 08:44:43 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:44:51 - mmengine - INFO - Epoch(train) [117][ 500/5005] lr: 2.6043e-04 eta: 0:32:02 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.6455 2022/12/02 08:45:01 - mmengine - INFO - Epoch(train) [117][ 600/5005] lr: 2.5777e-04 eta: 0:31:52 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.7417 2022/12/02 08:45:11 - mmengine - INFO - Epoch(train) [117][ 700/5005] lr: 2.5513e-04 eta: 0:31:42 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.7476 2022/12/02 08:45:21 - mmengine - INFO - Epoch(train) [117][ 800/5005] lr: 2.5250e-04 eta: 0:31:32 time: 0.0992 data_time: 0.0020 memory: 3029 loss: 0.6550 2022/12/02 08:45:32 - mmengine - INFO - Epoch(train) [117][ 900/5005] lr: 2.4988e-04 eta: 0:31:22 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7283 2022/12/02 08:45:42 - mmengine - INFO - Epoch(train) [117][1000/5005] lr: 2.4727e-04 eta: 0:31:12 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.8223 2022/12/02 08:45:52 - mmengine - INFO - Epoch(train) [117][1100/5005] lr: 2.4468e-04 eta: 0:31:03 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.6863 2022/12/02 08:46:02 - mmengine - INFO - Epoch(train) [117][1200/5005] lr: 2.4210e-04 eta: 0:30:53 time: 0.0996 data_time: 0.0021 memory: 3029 loss: 0.7484 2022/12/02 08:46:12 - mmengine - INFO - Epoch(train) [117][1300/5005] lr: 2.3954e-04 eta: 0:30:43 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.6855 2022/12/02 08:46:22 - mmengine - INFO - Epoch(train) [117][1400/5005] lr: 2.3699e-04 eta: 0:30:33 time: 0.1017 data_time: 0.0021 memory: 3029 loss: 0.6713 2022/12/02 08:46:24 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:46:32 - mmengine - INFO - Epoch(train) [117][1500/5005] lr: 2.3445e-04 eta: 0:30:23 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.8299 2022/12/02 08:46:42 - mmengine - INFO - Epoch(train) [117][1600/5005] lr: 2.3193e-04 eta: 0:30:13 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.7931 2022/12/02 08:46:52 - mmengine - INFO - Epoch(train) [117][1700/5005] lr: 2.2942e-04 eta: 0:30:04 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8678 2022/12/02 08:47:02 - mmengine - INFO - Epoch(train) [117][1800/5005] lr: 2.2693e-04 eta: 0:29:54 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.7726 2022/12/02 08:47:12 - mmengine - INFO - Epoch(train) [117][1900/5005] lr: 2.2444e-04 eta: 0:29:44 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 1.0482 2022/12/02 08:47:22 - mmengine - INFO - Epoch(train) [117][2000/5005] lr: 2.2198e-04 eta: 0:29:34 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.7341 2022/12/02 08:47:32 - mmengine - INFO - Epoch(train) [117][2100/5005] lr: 2.1952e-04 eta: 0:29:24 time: 0.0995 data_time: 0.0021 memory: 3029 loss: 0.7456 2022/12/02 08:47:42 - mmengine - INFO - Epoch(train) [117][2200/5005] lr: 2.1708e-04 eta: 0:29:14 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.6366 2022/12/02 08:47:52 - mmengine - INFO - Epoch(train) [117][2300/5005] lr: 2.1465e-04 eta: 0:29:05 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.7397 2022/12/02 08:48:02 - mmengine - INFO - Epoch(train) [117][2400/5005] lr: 2.1224e-04 eta: 0:28:55 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.6764 2022/12/02 08:48:04 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:48:12 - mmengine - INFO - Epoch(train) [117][2500/5005] lr: 2.0984e-04 eta: 0:28:45 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.8573 2022/12/02 08:48:22 - mmengine - INFO - Epoch(train) [117][2600/5005] lr: 2.0745e-04 eta: 0:28:35 time: 0.0989 data_time: 0.0021 memory: 3029 loss: 0.8849 2022/12/02 08:48:32 - mmengine - INFO - Epoch(train) [117][2700/5005] lr: 2.0508e-04 eta: 0:28:25 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7083 2022/12/02 08:48:42 - mmengine - INFO - Epoch(train) [117][2800/5005] lr: 2.0272e-04 eta: 0:28:15 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.8375 2022/12/02 08:48:52 - mmengine - INFO - Epoch(train) [117][2900/5005] lr: 2.0037e-04 eta: 0:28:05 time: 0.0991 data_time: 0.0020 memory: 3029 loss: 0.7474 2022/12/02 08:49:02 - mmengine - INFO - Epoch(train) [117][3000/5005] lr: 1.9804e-04 eta: 0:27:56 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.8280 2022/12/02 08:49:12 - mmengine - INFO - Epoch(train) [117][3100/5005] lr: 1.9572e-04 eta: 0:27:46 time: 0.0989 data_time: 0.0021 memory: 3029 loss: 0.6326 2022/12/02 08:49:22 - mmengine - INFO - Epoch(train) [117][3200/5005] lr: 1.9342e-04 eta: 0:27:36 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.6808 2022/12/02 08:49:32 - mmengine - INFO - Epoch(train) [117][3300/5005] lr: 1.9112e-04 eta: 0:27:26 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7650 2022/12/02 08:49:42 - mmengine - INFO - Epoch(train) [117][3400/5005] lr: 1.8885e-04 eta: 0:27:16 time: 0.1056 data_time: 0.0020 memory: 3029 loss: 0.7497 2022/12/02 08:49:44 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:49:52 - mmengine - INFO - Epoch(train) [117][3500/5005] lr: 1.8658e-04 eta: 0:27:06 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7193 2022/12/02 08:50:02 - mmengine - INFO - Epoch(train) [117][3600/5005] lr: 1.8433e-04 eta: 0:26:57 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7067 2022/12/02 08:50:12 - mmengine - INFO - Epoch(train) [117][3700/5005] lr: 1.8210e-04 eta: 0:26:47 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7300 2022/12/02 08:50:22 - mmengine - INFO - Epoch(train) [117][3800/5005] lr: 1.7987e-04 eta: 0:26:37 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.8880 2022/12/02 08:50:32 - mmengine - INFO - Epoch(train) [117][3900/5005] lr: 1.7766e-04 eta: 0:26:27 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8027 2022/12/02 08:50:42 - mmengine - INFO - Epoch(train) [117][4000/5005] lr: 1.7547e-04 eta: 0:26:17 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.6381 2022/12/02 08:50:52 - mmengine - INFO - Epoch(train) [117][4100/5005] lr: 1.7328e-04 eta: 0:26:07 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.7332 2022/12/02 08:51:02 - mmengine - INFO - Epoch(train) [117][4200/5005] lr: 1.7112e-04 eta: 0:25:57 time: 0.0996 data_time: 0.0021 memory: 3029 loss: 0.6956 2022/12/02 08:51:12 - mmengine - INFO - Epoch(train) [117][4300/5005] lr: 1.6896e-04 eta: 0:25:48 time: 0.1034 data_time: 0.0021 memory: 3029 loss: 0.8824 2022/12/02 08:51:22 - mmengine - INFO - Epoch(train) [117][4400/5005] lr: 1.6682e-04 eta: 0:25:38 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.7613 2022/12/02 08:51:24 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:51:32 - mmengine - INFO - Epoch(train) [117][4500/5005] lr: 1.6469e-04 eta: 0:25:28 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.8521 2022/12/02 08:51:42 - mmengine - INFO - Epoch(train) [117][4600/5005] lr: 1.6258e-04 eta: 0:25:18 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.7088 2022/12/02 08:51:53 - mmengine - INFO - Epoch(train) [117][4700/5005] lr: 1.6048e-04 eta: 0:25:08 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7245 2022/12/02 08:52:03 - mmengine - INFO - Epoch(train) [117][4800/5005] lr: 1.5839e-04 eta: 0:24:58 time: 0.0989 data_time: 0.0020 memory: 3029 loss: 0.6589 2022/12/02 08:52:13 - mmengine - INFO - Epoch(train) [117][4900/5005] lr: 1.5632e-04 eta: 0:24:49 time: 0.0984 data_time: 0.0020 memory: 3029 loss: 0.7999 2022/12/02 08:52:23 - mmengine - INFO - Epoch(train) [117][5000/5005] lr: 1.5426e-04 eta: 0:24:39 time: 0.0996 data_time: 0.0029 memory: 3029 loss: 0.7038 2022/12/02 08:52:23 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:52:23 - mmengine - INFO - Saving checkpoint at 117 epochs 2022/12/02 08:52:29 - mmengine - INFO - Epoch(val) [117][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0165 memory: 3029 2022/12/02 08:52:42 - mmengine - INFO - Epoch(val) [117][196/196] accuracy/top1: 78.1480 accuracy/top5: 94.0020 2022/12/02 08:52:52 - mmengine - INFO - Epoch(train) [118][ 100/5005] lr: 1.5211e-04 eta: 0:24:28 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.6495 2022/12/02 08:53:02 - mmengine - INFO - Epoch(train) [118][ 200/5005] lr: 1.5008e-04 eta: 0:24:19 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 0.8162 2022/12/02 08:53:12 - mmengine - INFO - Epoch(train) [118][ 300/5005] lr: 1.4806e-04 eta: 0:24:09 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.7921 2022/12/02 08:53:22 - mmengine - INFO - Epoch(train) [118][ 400/5005] lr: 1.4605e-04 eta: 0:23:59 time: 0.0985 data_time: 0.0022 memory: 3029 loss: 0.7102 2022/12/02 08:53:24 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:53:32 - mmengine - INFO - Epoch(train) [118][ 500/5005] lr: 1.4406e-04 eta: 0:23:49 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 0.7641 2022/12/02 08:53:42 - mmengine - INFO - Epoch(train) [118][ 600/5005] lr: 1.4209e-04 eta: 0:23:39 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.7103 2022/12/02 08:53:52 - mmengine - INFO - Epoch(train) [118][ 700/5005] lr: 1.4012e-04 eta: 0:23:29 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.6210 2022/12/02 08:54:02 - mmengine - INFO - Epoch(train) [118][ 800/5005] lr: 1.3817e-04 eta: 0:23:19 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.7525 2022/12/02 08:54:12 - mmengine - INFO - Epoch(train) [118][ 900/5005] lr: 1.3624e-04 eta: 0:23:10 time: 0.0989 data_time: 0.0021 memory: 3029 loss: 0.8213 2022/12/02 08:54:22 - mmengine - INFO - Epoch(train) [118][1000/5005] lr: 1.3431e-04 eta: 0:23:00 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.6646 2022/12/02 08:54:32 - mmengine - INFO - Epoch(train) [118][1100/5005] lr: 1.3241e-04 eta: 0:22:50 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.7093 2022/12/02 08:54:42 - mmengine - INFO - Epoch(train) [118][1200/5005] lr: 1.3051e-04 eta: 0:22:40 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.7423 2022/12/02 08:54:53 - mmengine - INFO - Epoch(train) [118][1300/5005] lr: 1.2863e-04 eta: 0:22:30 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.6425 2022/12/02 08:55:03 - mmengine - INFO - Epoch(train) [118][1400/5005] lr: 1.2676e-04 eta: 0:22:20 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.6237 2022/12/02 08:55:04 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:55:13 - mmengine - INFO - Epoch(train) [118][1500/5005] lr: 1.2491e-04 eta: 0:22:11 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.6078 2022/12/02 08:55:23 - mmengine - INFO - Epoch(train) [118][1600/5005] lr: 1.2307e-04 eta: 0:22:01 time: 0.0986 data_time: 0.0022 memory: 3029 loss: 0.6716 2022/12/02 08:55:33 - mmengine - INFO - Epoch(train) [118][1700/5005] lr: 1.2124e-04 eta: 0:21:51 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.8063 2022/12/02 08:55:43 - mmengine - INFO - Epoch(train) [118][1800/5005] lr: 1.1943e-04 eta: 0:21:41 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.8153 2022/12/02 08:55:53 - mmengine - INFO - Epoch(train) [118][1900/5005] lr: 1.1763e-04 eta: 0:21:31 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.7140 2022/12/02 08:56:03 - mmengine - INFO - Epoch(train) [118][2000/5005] lr: 1.1584e-04 eta: 0:21:21 time: 0.0994 data_time: 0.0020 memory: 3029 loss: 0.6731 2022/12/02 08:56:13 - mmengine - INFO - Epoch(train) [118][2100/5005] lr: 1.1407e-04 eta: 0:21:11 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.6522 2022/12/02 08:56:23 - mmengine - INFO - Epoch(train) [118][2200/5005] lr: 1.1231e-04 eta: 0:21:02 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.6628 2022/12/02 08:56:33 - mmengine - INFO - Epoch(train) [118][2300/5005] lr: 1.1056e-04 eta: 0:20:52 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.7852 2022/12/02 08:56:43 - mmengine - INFO - Epoch(train) [118][2400/5005] lr: 1.0883e-04 eta: 0:20:42 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.8544 2022/12/02 08:56:44 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:56:53 - mmengine - INFO - Epoch(train) [118][2500/5005] lr: 1.0711e-04 eta: 0:20:32 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.8254 2022/12/02 08:57:03 - mmengine - INFO - Epoch(train) [118][2600/5005] lr: 1.0541e-04 eta: 0:20:22 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.6923 2022/12/02 08:57:13 - mmengine - INFO - Epoch(train) [118][2700/5005] lr: 1.0372e-04 eta: 0:20:12 time: 0.0991 data_time: 0.0020 memory: 3029 loss: 0.7246 2022/12/02 08:57:23 - mmengine - INFO - Epoch(train) [118][2800/5005] lr: 1.0204e-04 eta: 0:20:03 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.6944 2022/12/02 08:57:33 - mmengine - INFO - Epoch(train) [118][2900/5005] lr: 1.0038e-04 eta: 0:19:53 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8605 2022/12/02 08:57:43 - mmengine - INFO - Epoch(train) [118][3000/5005] lr: 9.8729e-05 eta: 0:19:43 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8093 2022/12/02 08:57:53 - mmengine - INFO - Epoch(train) [118][3100/5005] lr: 9.7093e-05 eta: 0:19:33 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 0.8471 2022/12/02 08:58:03 - mmengine - INFO - Epoch(train) [118][3200/5005] lr: 9.5471e-05 eta: 0:19:23 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.6891 2022/12/02 08:58:13 - mmengine - INFO - Epoch(train) [118][3300/5005] lr: 9.3862e-05 eta: 0:19:13 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.6757 2022/12/02 08:58:23 - mmengine - INFO - Epoch(train) [118][3400/5005] lr: 9.2267e-05 eta: 0:19:03 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.6590 2022/12/02 08:58:25 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 08:58:33 - mmengine - INFO - Epoch(train) [118][3500/5005] lr: 9.0686e-05 eta: 0:18:54 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.7796 2022/12/02 08:58:43 - mmengine - INFO - Epoch(train) [118][3600/5005] lr: 8.9119e-05 eta: 0:18:44 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8935 2022/12/02 08:58:53 - mmengine - INFO - Epoch(train) [118][3700/5005] lr: 8.7565e-05 eta: 0:18:34 time: 0.1030 data_time: 0.0021 memory: 3029 loss: 0.7582 2022/12/02 08:59:03 - mmengine - INFO - Epoch(train) [118][3800/5005] lr: 8.6024e-05 eta: 0:18:24 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7815 2022/12/02 08:59:13 - mmengine - INFO - Epoch(train) [118][3900/5005] lr: 8.4497e-05 eta: 0:18:14 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.8181 2022/12/02 08:59:23 - mmengine - INFO - Epoch(train) [118][4000/5005] lr: 8.2984e-05 eta: 0:18:04 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.7166 2022/12/02 08:59:33 - mmengine - INFO - Epoch(train) [118][4100/5005] lr: 8.1485e-05 eta: 0:17:55 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.8240 2022/12/02 08:59:43 - mmengine - INFO - Epoch(train) [118][4200/5005] lr: 7.9999e-05 eta: 0:17:45 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.6851 2022/12/02 08:59:53 - mmengine - INFO - Epoch(train) [118][4300/5005] lr: 7.8527e-05 eta: 0:17:35 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.8097 2022/12/02 09:00:03 - mmengine - INFO - Epoch(train) [118][4400/5005] lr: 7.7069e-05 eta: 0:17:25 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.6560 2022/12/02 09:00:05 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 09:00:13 - mmengine - INFO - Epoch(train) [118][4500/5005] lr: 7.5624e-05 eta: 0:17:15 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8991 2022/12/02 09:00:23 - mmengine - INFO - Epoch(train) [118][4600/5005] lr: 7.4193e-05 eta: 0:17:05 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8238 2022/12/02 09:00:33 - mmengine - INFO - Epoch(train) [118][4700/5005] lr: 7.2776e-05 eta: 0:16:55 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 0.6700 2022/12/02 09:00:43 - mmengine - INFO - Epoch(train) [118][4800/5005] lr: 7.1372e-05 eta: 0:16:46 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7506 2022/12/02 09:00:53 - mmengine - INFO - Epoch(train) [118][4900/5005] lr: 6.9982e-05 eta: 0:16:36 time: 0.0987 data_time: 0.0019 memory: 3029 loss: 0.7659 2022/12/02 09:01:03 - mmengine - INFO - Epoch(train) [118][5000/5005] lr: 6.8605e-05 eta: 0:16:26 time: 0.0995 data_time: 0.0023 memory: 3029 loss: 0.8794 2022/12/02 09:01:04 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 09:01:04 - mmengine - INFO - Saving checkpoint at 118 epochs 2022/12/02 09:01:10 - mmengine - INFO - Epoch(val) [118][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0165 memory: 3029 2022/12/02 09:01:23 - mmengine - INFO - Epoch(val) [118][196/196] accuracy/top1: 78.1320 accuracy/top5: 94.0400 2022/12/02 09:01:33 - mmengine - INFO - Epoch(train) [119][ 100/5005] lr: 6.7175e-05 eta: 0:16:16 time: 0.0982 data_time: 0.0020 memory: 3029 loss: 0.7140 2022/12/02 09:01:43 - mmengine - INFO - Epoch(train) [119][ 200/5005] lr: 6.5826e-05 eta: 0:16:06 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.6047 2022/12/02 09:01:53 - mmengine - INFO - Epoch(train) [119][ 300/5005] lr: 6.4492e-05 eta: 0:15:56 time: 0.0986 data_time: 0.0022 memory: 3029 loss: 0.7147 2022/12/02 09:02:03 - mmengine - INFO - Epoch(train) [119][ 400/5005] lr: 6.3171e-05 eta: 0:15:46 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.7063 2022/12/02 09:02:04 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 09:02:13 - mmengine - INFO - Epoch(train) [119][ 500/5005] lr: 6.1863e-05 eta: 0:15:36 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.7777 2022/12/02 09:02:23 - mmengine - INFO - Epoch(train) [119][ 600/5005] lr: 6.0569e-05 eta: 0:15:26 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.6261 2022/12/02 09:02:33 - mmengine - INFO - Epoch(train) [119][ 700/5005] lr: 5.9289e-05 eta: 0:15:16 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.6427 2022/12/02 09:02:43 - mmengine - INFO - Epoch(train) [119][ 800/5005] lr: 5.8023e-05 eta: 0:15:07 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.7151 2022/12/02 09:02:53 - mmengine - INFO - Epoch(train) [119][ 900/5005] lr: 5.6770e-05 eta: 0:14:57 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.6640 2022/12/02 09:03:03 - mmengine - INFO - Epoch(train) [119][1000/5005] lr: 5.5531e-05 eta: 0:14:47 time: 0.0991 data_time: 0.0021 memory: 3029 loss: 0.6195 2022/12/02 09:03:13 - mmengine - INFO - Epoch(train) [119][1100/5005] lr: 5.4305e-05 eta: 0:14:37 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7627 2022/12/02 09:03:23 - mmengine - INFO - Epoch(train) [119][1200/5005] lr: 5.3094e-05 eta: 0:14:27 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.6701 2022/12/02 09:03:33 - mmengine - INFO - Epoch(train) [119][1300/5005] lr: 5.1896e-05 eta: 0:14:17 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.8885 2022/12/02 09:03:43 - mmengine - INFO - Epoch(train) [119][1400/5005] lr: 5.0711e-05 eta: 0:14:08 time: 0.1047 data_time: 0.0020 memory: 3029 loss: 0.7615 2022/12/02 09:03:44 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 09:03:53 - mmengine - INFO - Epoch(train) [119][1500/5005] lr: 4.9540e-05 eta: 0:13:58 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.6594 2022/12/02 09:04:03 - mmengine - INFO - Epoch(train) [119][1600/5005] lr: 4.8383e-05 eta: 0:13:48 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.6971 2022/12/02 09:04:13 - mmengine - INFO - Epoch(train) [119][1700/5005] lr: 4.7240e-05 eta: 0:13:38 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.8466 2022/12/02 09:04:23 - mmengine - INFO - Epoch(train) [119][1800/5005] lr: 4.6110e-05 eta: 0:13:28 time: 0.0991 data_time: 0.0020 memory: 3029 loss: 0.7407 2022/12/02 09:04:33 - mmengine - INFO - Epoch(train) [119][1900/5005] lr: 4.4994e-05 eta: 0:13:18 time: 0.0990 data_time: 0.0020 memory: 3029 loss: 0.6250 2022/12/02 09:04:43 - mmengine - INFO - Epoch(train) [119][2000/5005] lr: 4.3891e-05 eta: 0:13:08 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 0.8653 2022/12/02 09:04:53 - mmengine - INFO - Epoch(train) [119][2100/5005] lr: 4.2803e-05 eta: 0:12:59 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.5369 2022/12/02 09:05:03 - mmengine - INFO - Epoch(train) [119][2200/5005] lr: 4.1727e-05 eta: 0:12:49 time: 0.0989 data_time: 0.0020 memory: 3029 loss: 0.8005 2022/12/02 09:05:13 - mmengine - INFO - Epoch(train) [119][2300/5005] lr: 4.0666e-05 eta: 0:12:39 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.7750 2022/12/02 09:05:23 - mmengine - INFO - Epoch(train) [119][2400/5005] lr: 3.9618e-05 eta: 0:12:29 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7043 2022/12/02 09:05:24 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 09:05:33 - mmengine - INFO - Epoch(train) [119][2500/5005] lr: 3.8584e-05 eta: 0:12:19 time: 0.0987 data_time: 0.0022 memory: 3029 loss: 0.7611 2022/12/02 09:05:43 - mmengine - INFO - Epoch(train) [119][2600/5005] lr: 3.7564e-05 eta: 0:12:09 time: 0.0985 data_time: 0.0022 memory: 3029 loss: 0.7436 2022/12/02 09:05:53 - mmengine - INFO - Epoch(train) [119][2700/5005] lr: 3.6557e-05 eta: 0:12:00 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.7409 2022/12/02 09:06:03 - mmengine - INFO - Epoch(train) [119][2800/5005] lr: 3.5564e-05 eta: 0:11:50 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7249 2022/12/02 09:06:13 - mmengine - INFO - Epoch(train) [119][2900/5005] lr: 3.4584e-05 eta: 0:11:40 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8637 2022/12/02 09:06:23 - mmengine - INFO - Epoch(train) [119][3000/5005] lr: 3.3619e-05 eta: 0:11:30 time: 0.0991 data_time: 0.0020 memory: 3029 loss: 0.5816 2022/12/02 09:06:34 - mmengine - INFO - Epoch(train) [119][3100/5005] lr: 3.2667e-05 eta: 0:11:20 time: 0.1044 data_time: 0.0021 memory: 3029 loss: 0.7839 2022/12/02 09:06:44 - mmengine - INFO - Epoch(train) [119][3200/5005] lr: 3.1728e-05 eta: 0:11:10 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.8367 2022/12/02 09:06:54 - mmengine - INFO - Epoch(train) [119][3300/5005] lr: 3.0803e-05 eta: 0:11:00 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.7689 2022/12/02 09:07:04 - mmengine - INFO - Epoch(train) [119][3400/5005] lr: 2.9892e-05 eta: 0:10:51 time: 0.0992 data_time: 0.0021 memory: 3029 loss: 0.7956 2022/12/02 09:07:05 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 09:07:14 - mmengine - INFO - Epoch(train) [119][3500/5005] lr: 2.8995e-05 eta: 0:10:41 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8351 2022/12/02 09:07:24 - mmengine - INFO - Epoch(train) [119][3600/5005] lr: 2.8111e-05 eta: 0:10:31 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.6162 2022/12/02 09:07:34 - mmengine - INFO - Epoch(train) [119][3700/5005] lr: 2.7241e-05 eta: 0:10:21 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.6998 2022/12/02 09:07:44 - mmengine - INFO - Epoch(train) [119][3800/5005] lr: 2.6385e-05 eta: 0:10:11 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7334 2022/12/02 09:07:54 - mmengine - INFO - Epoch(train) [119][3900/5005] lr: 2.5542e-05 eta: 0:10:01 time: 0.0991 data_time: 0.0021 memory: 3029 loss: 0.6355 2022/12/02 09:08:04 - mmengine - INFO - Epoch(train) [119][4000/5005] lr: 2.4713e-05 eta: 0:09:51 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.7066 2022/12/02 09:08:14 - mmengine - INFO - Epoch(train) [119][4100/5005] lr: 2.3898e-05 eta: 0:09:42 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.8699 2022/12/02 09:08:24 - mmengine - INFO - Epoch(train) [119][4200/5005] lr: 2.3096e-05 eta: 0:09:32 time: 0.0991 data_time: 0.0020 memory: 3029 loss: 0.8366 2022/12/02 09:08:34 - mmengine - INFO - Epoch(train) [119][4300/5005] lr: 2.2308e-05 eta: 0:09:22 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.7884 2022/12/02 09:08:44 - mmengine - INFO - Epoch(train) [119][4400/5005] lr: 2.1534e-05 eta: 0:09:12 time: 0.0994 data_time: 0.0020 memory: 3029 loss: 0.7478 2022/12/02 09:08:45 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 09:08:54 - mmengine - INFO - Epoch(train) [119][4500/5005] lr: 2.0773e-05 eta: 0:09:02 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7446 2022/12/02 09:09:04 - mmengine - INFO - Epoch(train) [119][4600/5005] lr: 2.0026e-05 eta: 0:08:52 time: 0.0990 data_time: 0.0020 memory: 3029 loss: 0.9056 2022/12/02 09:09:14 - mmengine - INFO - Epoch(train) [119][4700/5005] lr: 1.9293e-05 eta: 0:08:43 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.7357 2022/12/02 09:09:24 - mmengine - INFO - Epoch(train) [119][4800/5005] lr: 1.8573e-05 eta: 0:08:33 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.6885 2022/12/02 09:09:34 - mmengine - INFO - Epoch(train) [119][4900/5005] lr: 1.7867e-05 eta: 0:08:23 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.7564 2022/12/02 09:09:44 - mmengine - INFO - Epoch(train) [119][5000/5005] lr: 1.7175e-05 eta: 0:08:13 time: 0.0996 data_time: 0.0030 memory: 3029 loss: 0.7911 2022/12/02 09:09:45 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 09:09:45 - mmengine - INFO - Saving checkpoint at 119 epochs 2022/12/02 09:09:51 - mmengine - INFO - Epoch(val) [119][100/196] eta: 0:00:03 time: 0.0367 data_time: 0.0179 memory: 3029 2022/12/02 09:10:03 - mmengine - INFO - Epoch(val) [119][196/196] accuracy/top1: 78.0840 accuracy/top5: 94.0860 2022/12/02 09:10:14 - mmengine - INFO - Epoch(train) [120][ 100/5005] lr: 1.6463e-05 eta: 0:08:03 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.6843 2022/12/02 09:10:24 - mmengine - INFO - Epoch(train) [120][ 200/5005] lr: 1.5798e-05 eta: 0:07:53 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 0.7813 2022/12/02 09:10:34 - mmengine - INFO - Epoch(train) [120][ 300/5005] lr: 1.5148e-05 eta: 0:07:43 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8059 2022/12/02 09:10:44 - mmengine - INFO - Epoch(train) [120][ 400/5005] lr: 1.4511e-05 eta: 0:07:33 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.7306 2022/12/02 09:10:44 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 09:10:54 - mmengine - INFO - Epoch(train) [120][ 500/5005] lr: 1.3888e-05 eta: 0:07:23 time: 0.0987 data_time: 0.0019 memory: 3029 loss: 0.6790 2022/12/02 09:11:04 - mmengine - INFO - Epoch(train) [120][ 600/5005] lr: 1.3278e-05 eta: 0:07:13 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.7520 2022/12/02 09:11:14 - mmengine - INFO - Epoch(train) [120][ 700/5005] lr: 1.2682e-05 eta: 0:07:04 time: 0.0989 data_time: 0.0021 memory: 3029 loss: 0.8016 2022/12/02 09:11:24 - mmengine - INFO - Epoch(train) [120][ 800/5005] lr: 1.2100e-05 eta: 0:06:54 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.6678 2022/12/02 09:11:34 - mmengine - INFO - Epoch(train) [120][ 900/5005] lr: 1.1532e-05 eta: 0:06:44 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8115 2022/12/02 09:11:44 - mmengine - INFO - Epoch(train) [120][1000/5005] lr: 1.0977e-05 eta: 0:06:34 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.6546 2022/12/02 09:11:54 - mmengine - INFO - Epoch(train) [120][1100/5005] lr: 1.0436e-05 eta: 0:06:24 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7193 2022/12/02 09:12:04 - mmengine - INFO - Epoch(train) [120][1200/5005] lr: 9.9081e-06 eta: 0:06:14 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.6960 2022/12/02 09:12:14 - mmengine - INFO - Epoch(train) [120][1300/5005] lr: 9.3943e-06 eta: 0:06:04 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7106 2022/12/02 09:12:24 - mmengine - INFO - Epoch(train) [120][1400/5005] lr: 8.8942e-06 eta: 0:05:55 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7455 2022/12/02 09:12:24 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 09:12:34 - mmengine - INFO - Epoch(train) [120][1500/5005] lr: 8.4078e-06 eta: 0:05:45 time: 0.1041 data_time: 0.0021 memory: 3029 loss: 0.7025 2022/12/02 09:12:44 - mmengine - INFO - Epoch(train) [120][1600/5005] lr: 7.9350e-06 eta: 0:05:35 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.6469 2022/12/02 09:12:54 - mmengine - INFO - Epoch(train) [120][1700/5005] lr: 7.4759e-06 eta: 0:05:25 time: 0.0985 data_time: 0.0021 memory: 3029 loss: 0.6260 2022/12/02 09:13:04 - mmengine - INFO - Epoch(train) [120][1800/5005] lr: 7.0305e-06 eta: 0:05:15 time: 0.0984 data_time: 0.0021 memory: 3029 loss: 0.7110 2022/12/02 09:13:14 - mmengine - INFO - Epoch(train) [120][1900/5005] lr: 6.5988e-06 eta: 0:05:05 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.6894 2022/12/02 09:13:24 - mmengine - INFO - Epoch(train) [120][2000/5005] lr: 6.1807e-06 eta: 0:04:56 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8547 2022/12/02 09:13:34 - mmengine - INFO - Epoch(train) [120][2100/5005] lr: 5.7763e-06 eta: 0:04:46 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.6555 2022/12/02 09:13:44 - mmengine - INFO - Epoch(train) [120][2200/5005] lr: 5.3856e-06 eta: 0:04:36 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.6445 2022/12/02 09:13:54 - mmengine - INFO - Epoch(train) [120][2300/5005] lr: 5.0086e-06 eta: 0:04:26 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.7357 2022/12/02 09:14:04 - mmengine - INFO - Epoch(train) [120][2400/5005] lr: 4.6453e-06 eta: 0:04:16 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.6903 2022/12/02 09:14:05 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 09:14:14 - mmengine - INFO - Epoch(train) [120][2500/5005] lr: 4.2956e-06 eta: 0:04:06 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.7241 2022/12/02 09:14:24 - mmengine - INFO - Epoch(train) [120][2600/5005] lr: 3.9596e-06 eta: 0:03:56 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.7073 2022/12/02 09:14:34 - mmengine - INFO - Epoch(train) [120][2700/5005] lr: 3.6373e-06 eta: 0:03:47 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.6619 2022/12/02 09:14:44 - mmengine - INFO - Epoch(train) [120][2800/5005] lr: 3.3287e-06 eta: 0:03:37 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7193 2022/12/02 09:14:54 - mmengine - INFO - Epoch(train) [120][2900/5005] lr: 3.0338e-06 eta: 0:03:27 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.8574 2022/12/02 09:15:04 - mmengine - INFO - Epoch(train) [120][3000/5005] lr: 2.7525e-06 eta: 0:03:17 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.6854 2022/12/02 09:15:14 - mmengine - INFO - Epoch(train) [120][3100/5005] lr: 2.4849e-06 eta: 0:03:07 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.6737 2022/12/02 09:15:24 - mmengine - INFO - Epoch(train) [120][3200/5005] lr: 2.2310e-06 eta: 0:02:57 time: 0.1028 data_time: 0.0020 memory: 3029 loss: 0.6780 2022/12/02 09:15:34 - mmengine - INFO - Epoch(train) [120][3300/5005] lr: 1.9908e-06 eta: 0:02:47 time: 0.0986 data_time: 0.0021 memory: 3029 loss: 0.6132 2022/12/02 09:15:44 - mmengine - INFO - Epoch(train) [120][3400/5005] lr: 1.7642e-06 eta: 0:02:38 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.7598 2022/12/02 09:15:45 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 09:15:54 - mmengine - INFO - Epoch(train) [120][3500/5005] lr: 1.5514e-06 eta: 0:02:28 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.6878 2022/12/02 09:16:04 - mmengine - INFO - Epoch(train) [120][3600/5005] lr: 1.3522e-06 eta: 0:02:18 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.8305 2022/12/02 09:16:14 - mmengine - INFO - Epoch(train) [120][3700/5005] lr: 1.1667e-06 eta: 0:02:08 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.8136 2022/12/02 09:16:24 - mmengine - INFO - Epoch(train) [120][3800/5005] lr: 9.9486e-07 eta: 0:01:58 time: 0.0985 data_time: 0.0020 memory: 3029 loss: 0.6634 2022/12/02 09:16:34 - mmengine - INFO - Epoch(train) [120][3900/5005] lr: 8.3672e-07 eta: 0:01:48 time: 0.1047 data_time: 0.0020 memory: 3029 loss: 0.7495 2022/12/02 09:16:45 - mmengine - INFO - Epoch(train) [120][4000/5005] lr: 6.9225e-07 eta: 0:01:39 time: 0.0992 data_time: 0.0020 memory: 3029 loss: 0.7559 2022/12/02 09:16:55 - mmengine - INFO - Epoch(train) [120][4100/5005] lr: 5.6147e-07 eta: 0:01:29 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.6802 2022/12/02 09:17:05 - mmengine - INFO - Epoch(train) [120][4200/5005] lr: 4.4436e-07 eta: 0:01:19 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.8042 2022/12/02 09:17:15 - mmengine - INFO - Epoch(train) [120][4300/5005] lr: 3.4094e-07 eta: 0:01:09 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.6961 2022/12/02 09:17:25 - mmengine - INFO - Epoch(train) [120][4400/5005] lr: 2.5120e-07 eta: 0:00:59 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7635 2022/12/02 09:17:25 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 09:17:35 - mmengine - INFO - Epoch(train) [120][4500/5005] lr: 1.7513e-07 eta: 0:00:49 time: 0.0986 data_time: 0.0020 memory: 3029 loss: 0.7696 2022/12/02 09:17:45 - mmengine - INFO - Epoch(train) [120][4600/5005] lr: 1.1275e-07 eta: 0:00:39 time: 0.0987 data_time: 0.0020 memory: 3029 loss: 0.7425 2022/12/02 09:17:55 - mmengine - INFO - Epoch(train) [120][4700/5005] lr: 6.4049e-08 eta: 0:00:30 time: 0.0988 data_time: 0.0020 memory: 3029 loss: 0.6191 2022/12/02 09:18:05 - mmengine - INFO - Epoch(train) [120][4800/5005] lr: 2.9027e-08 eta: 0:00:20 time: 0.0988 data_time: 0.0021 memory: 3029 loss: 0.6367 2022/12/02 09:18:15 - mmengine - INFO - Epoch(train) [120][4900/5005] lr: 7.6857e-09 eta: 0:00:10 time: 0.0987 data_time: 0.0021 memory: 3029 loss: 0.6645 2022/12/02 09:18:25 - mmengine - INFO - Epoch(train) [120][5000/5005] lr: 2.4625e-11 eta: 0:00:00 time: 0.0997 data_time: 0.0029 memory: 3029 loss: 0.6777 2022/12/02 09:18:25 - mmengine - INFO - Exp name: repvgg-B1_20221202_011544 2022/12/02 09:18:25 - mmengine - INFO - Saving checkpoint at 120 epochs 2022/12/02 09:18:31 - mmengine - INFO - Epoch(val) [120][100/196] eta: 0:00:03 time: 0.0359 data_time: 0.0171 memory: 3029 2022/12/02 09:18:44 - mmengine - INFO - Epoch(val) [120][196/196] accuracy/top1: 78.1240 accuracy/top5: 94.0460