2022/12/04 14:21:50 - 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: 1799302363 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 ------------------------------------------------------------ 2022/12/04 14:21:50 - mmengine - INFO - Config: model = dict( type='ImageClassifier', backbone=dict(type='RepVGG', arch='B2', out_indices=(3, )), neck=dict(type='GlobalAveragePooling'), head=dict( type='LinearClsHead', num_classes=1000, in_channels=2560, 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 = None resume = False launcher = 'pytorch' work_dir = 'repvgg/B2' 2022/12/04 14:21:50 - mmengine - INFO - Result has been saved to /mm_model/yuzhaohui/mmlab/repvgg/repvgg/B2/modules_statistic_results.json 2022/12/04 14:21:51 - 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 -------------------- 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.weight:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.weight:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.weight:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.bias:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.bias:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.bias:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.weight:weight_decay=0.0001 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.bias:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.bias:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.bias:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_1x1.norm.weight:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_1x1.norm.weight:weight_decay=0.0 2022/12/04 14:21:57 - 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mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.bias:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.bias:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.bias:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_norm.weight:weight_decay=0.0001 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_norm.bias:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_norm.bias:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_norm.bias:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.weight:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.weight:weight_decay=0.0 2022/12/04 14:21:57 - 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mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_1x1.norm.weight:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_1x1.norm.bias:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_1x1.norm.bias:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_1x1.norm.bias:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_norm.weight:weight_decay=0.0001 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_norm.bias:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_norm.bias:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_norm.bias:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.weight:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.weight:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.weight:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.bias:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.bias:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.bias:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.weight:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.weight:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.weight:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.bias:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.bias:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.bias:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:lr=0.1 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:weight_decay=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:decay_mult=0.0 2022/12/04 14:21:57 - mmengine - INFO - paramwise_options -- head.fc.bias:lr=0.1 2022/12/04 14:21:57 - 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([160, 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([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_3x3.norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_1x1.conv.weight - torch.Size([160, 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([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_1x1.norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_3x3.conv.weight - torch.Size([160, 160, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.1.branch_3x3.norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_3x3.norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_1x1.conv.weight - torch.Size([160, 160, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.1.branch_1x1.norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_1x1.norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_3x3.conv.weight - torch.Size([160, 160, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.2.branch_3x3.norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_3x3.norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_1x1.conv.weight - torch.Size([160, 160, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.2.branch_1x1.norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_1x1.norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_3x3.conv.weight - torch.Size([160, 160, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.3.branch_3x3.norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_3x3.norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_1x1.conv.weight - torch.Size([160, 160, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.3.branch_1x1.norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_1x1.norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_3x3.conv.weight - torch.Size([320, 160, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.0.branch_3x3.norm.weight - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_3x3.norm.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_1x1.conv.weight - torch.Size([320, 160, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.0.branch_1x1.norm.weight - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_1x1.norm.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_norm.weight - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_norm.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_3x3.conv.weight - torch.Size([320, 320, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.1.branch_3x3.norm.weight - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_3x3.norm.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_1x1.conv.weight - torch.Size([320, 320, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.1.branch_1x1.norm.weight - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_1x1.norm.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_norm.weight - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_norm.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_3x3.conv.weight - torch.Size([320, 320, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.2.branch_3x3.norm.weight - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_3x3.norm.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_1x1.conv.weight - torch.Size([320, 320, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.2.branch_1x1.norm.weight - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_1x1.norm.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_norm.weight - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_norm.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_3x3.conv.weight - torch.Size([320, 320, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.3.branch_3x3.norm.weight - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_3x3.norm.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_1x1.conv.weight - torch.Size([320, 320, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.3.branch_1x1.norm.weight - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_1x1.norm.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_norm.weight - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_norm.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_3x3.conv.weight - torch.Size([320, 320, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.4.branch_3x3.norm.weight - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_3x3.norm.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_1x1.conv.weight - torch.Size([320, 320, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.4.branch_1x1.norm.weight - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_1x1.norm.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_norm.weight - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_norm.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_3x3.conv.weight - torch.Size([320, 320, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.5.branch_3x3.norm.weight - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_3x3.norm.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_1x1.conv.weight - torch.Size([320, 320, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.5.branch_1x1.norm.weight - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_1x1.norm.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_3x3.conv.weight - torch.Size([640, 320, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.0.branch_3x3.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_3x3.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_1x1.conv.weight - torch.Size([640, 320, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.0.branch_1x1.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_1x1.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_3x3.conv.weight - torch.Size([640, 640, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.1.branch_3x3.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_3x3.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_1x1.conv.weight - torch.Size([640, 640, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.1.branch_1x1.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_1x1.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_3x3.conv.weight - torch.Size([640, 640, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.2.branch_3x3.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_3x3.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_1x1.conv.weight - torch.Size([640, 640, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.2.branch_1x1.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_1x1.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_3x3.conv.weight - torch.Size([640, 640, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.3.branch_3x3.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_3x3.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_1x1.conv.weight - torch.Size([640, 640, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.3.branch_1x1.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_1x1.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_3x3.conv.weight - torch.Size([640, 640, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.4.branch_3x3.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_3x3.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_1x1.conv.weight - torch.Size([640, 640, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.4.branch_1x1.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_1x1.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_3x3.conv.weight - torch.Size([640, 640, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.5.branch_3x3.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_3x3.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_1x1.conv.weight - torch.Size([640, 640, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.5.branch_1x1.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_1x1.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_3x3.conv.weight - torch.Size([640, 640, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.6.branch_3x3.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_3x3.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_1x1.conv.weight - torch.Size([640, 640, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.6.branch_1x1.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_1x1.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_3x3.conv.weight - torch.Size([640, 640, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.7.branch_3x3.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_3x3.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_1x1.conv.weight - torch.Size([640, 640, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.7.branch_1x1.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_1x1.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_3x3.conv.weight - torch.Size([640, 640, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.8.branch_3x3.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_3x3.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_1x1.conv.weight - torch.Size([640, 640, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.8.branch_1x1.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_1x1.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_3x3.conv.weight - torch.Size([640, 640, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.9.branch_3x3.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_3x3.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_1x1.conv.weight - torch.Size([640, 640, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.9.branch_1x1.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_1x1.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_3x3.conv.weight - torch.Size([640, 640, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.10.branch_3x3.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_3x3.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_1x1.conv.weight - torch.Size([640, 640, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.10.branch_1x1.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_1x1.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_3x3.conv.weight - torch.Size([640, 640, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.11.branch_3x3.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_3x3.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_1x1.conv.weight - torch.Size([640, 640, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.11.branch_1x1.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_1x1.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_3x3.conv.weight - torch.Size([640, 640, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.12.branch_3x3.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_3x3.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_1x1.conv.weight - torch.Size([640, 640, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.12.branch_1x1.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_1x1.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_3x3.conv.weight - torch.Size([640, 640, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.13.branch_3x3.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_3x3.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_1x1.conv.weight - torch.Size([640, 640, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.13.branch_1x1.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_1x1.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_3x3.conv.weight - torch.Size([640, 640, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.14.branch_3x3.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_3x3.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_1x1.conv.weight - torch.Size([640, 640, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.14.branch_1x1.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_1x1.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_3x3.conv.weight - torch.Size([640, 640, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.15.branch_3x3.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_3x3.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_1x1.conv.weight - torch.Size([640, 640, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.15.branch_1x1.norm.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_1x1.norm.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_3x3.conv.weight - torch.Size([2560, 640, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_4.0.branch_3x3.norm.weight - torch.Size([2560]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_3x3.norm.bias - torch.Size([2560]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_1x1.conv.weight - torch.Size([2560, 640, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_4.0.branch_1x1.norm.weight - torch.Size([2560]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_1x1.norm.bias - torch.Size([2560]): The value is the same before and after calling `init_weights` of ImageClassifier head.fc.weight - torch.Size([1000, 2560]): NormalInit: mean=0, std=0.01, bias=0 head.fc.bias - torch.Size([1000]): NormalInit: mean=0, std=0.01, bias=0 2022/12/04 14:21:58 - mmengine - INFO - Checkpoints will be saved to /mm_model/yuzhaohui/mmlab/repvgg/repvgg/B2. 2022/12/04 14:22:13 - mmengine - INFO - Epoch(train) [1][ 100/5005] lr: 1.0000e-01 eta: 1 day, 0:43:44 time: 0.1226 data_time: 0.0008 memory: 4035 loss: 6.9136 2022/12/04 14:22:25 - mmengine - INFO - Epoch(train) [1][ 200/5005] lr: 1.0000e-01 eta: 22:36:28 time: 0.1229 data_time: 0.0007 memory: 4034 loss: 6.7994 2022/12/04 14:22:37 - mmengine - INFO - Epoch(train) [1][ 300/5005] lr: 1.0000e-01 eta: 21:54:19 time: 0.1231 data_time: 0.0007 memory: 4034 loss: 6.7529 2022/12/04 14:22:49 - mmengine - INFO - Epoch(train) [1][ 400/5005] lr: 1.0000e-01 eta: 21:33:16 time: 0.1230 data_time: 0.0007 memory: 4034 loss: 6.6487 2022/12/04 14:23:02 - mmengine - INFO - Epoch(train) [1][ 500/5005] lr: 1.0000e-01 eta: 21:20:32 time: 0.1230 data_time: 0.0007 memory: 4034 loss: 6.5239 2022/12/04 14:23:14 - mmengine - INFO - Epoch(train) [1][ 600/5005] lr: 1.0000e-01 eta: 21:11:57 time: 0.1228 data_time: 0.0008 memory: 4034 loss: 6.4705 2022/12/04 14:23:26 - mmengine - INFO - Epoch(train) [1][ 700/5005] lr: 1.0000e-01 eta: 21:05:41 time: 0.1229 data_time: 0.0008 memory: 4034 loss: 6.3347 2022/12/04 14:23:39 - mmengine - INFO - Epoch(train) [1][ 800/5005] lr: 1.0000e-01 eta: 21:01:02 time: 0.1229 data_time: 0.0007 memory: 4034 loss: 6.1977 2022/12/04 14:23:51 - mmengine - INFO - Epoch(train) [1][ 900/5005] lr: 9.9999e-02 eta: 20:57:23 time: 0.1232 data_time: 0.0007 memory: 4034 loss: 5.9829 2022/12/04 14:24:03 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:24:03 - mmengine - INFO - Epoch(train) [1][1000/5005] lr: 9.9999e-02 eta: 20:54:30 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 5.9221 2022/12/04 14:24:16 - mmengine - INFO - Epoch(train) [1][1100/5005] lr: 9.9999e-02 eta: 20:52:04 time: 0.1230 data_time: 0.0007 memory: 4034 loss: 5.8526 2022/12/04 14:24:28 - mmengine - INFO - Epoch(train) [1][1200/5005] lr: 9.9999e-02 eta: 20:49:58 time: 0.1231 data_time: 0.0007 memory: 4034 loss: 5.8682 2022/12/04 14:24:40 - mmengine - INFO - Epoch(train) [1][1300/5005] lr: 9.9999e-02 eta: 20:48:10 time: 0.1230 data_time: 0.0008 memory: 4034 loss: 5.7438 2022/12/04 14:24:53 - mmengine - INFO - Epoch(train) [1][1400/5005] lr: 9.9999e-02 eta: 20:46:37 time: 0.1231 data_time: 0.0007 memory: 4034 loss: 5.7873 2022/12/04 14:25:05 - mmengine - INFO - Epoch(train) [1][1500/5005] lr: 9.9998e-02 eta: 20:46:53 time: 0.1232 data_time: 0.0007 memory: 4034 loss: 5.7043 2022/12/04 14:25:18 - mmengine - INFO - Epoch(train) [1][1600/5005] lr: 9.9998e-02 eta: 20:46:33 time: 0.1231 data_time: 0.0007 memory: 4034 loss: 5.4463 2022/12/04 14:25:30 - mmengine - INFO - Epoch(train) [1][1700/5005] lr: 9.9998e-02 eta: 20:45:17 time: 0.1231 data_time: 0.0007 memory: 4034 loss: 5.3650 2022/12/04 14:25:42 - mmengine - INFO - Epoch(train) [1][1800/5005] lr: 9.9998e-02 eta: 20:44:36 time: 0.1230 data_time: 0.0007 memory: 4034 loss: 5.4757 2022/12/04 14:25:55 - mmengine - INFO - Epoch(train) [1][1900/5005] lr: 9.9998e-02 eta: 20:43:45 time: 0.1232 data_time: 0.0007 memory: 4034 loss: 5.4044 2022/12/04 14:26:07 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:26:07 - mmengine - INFO - Epoch(train) [1][2000/5005] lr: 9.9997e-02 eta: 20:42:49 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 5.2081 2022/12/04 14:26:19 - mmengine - INFO - Epoch(train) [1][2100/5005] lr: 9.9997e-02 eta: 20:41:57 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 5.3236 2022/12/04 14:26:32 - mmengine - INFO - Epoch(train) [1][2200/5005] lr: 9.9997e-02 eta: 20:41:09 time: 0.1232 data_time: 0.0007 memory: 4034 loss: 5.2752 2022/12/04 14:26:44 - mmengine - INFO - Epoch(train) [1][2300/5005] lr: 9.9996e-02 eta: 20:40:22 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 5.2462 2022/12/04 14:26:56 - mmengine - INFO - Epoch(train) [1][2400/5005] lr: 9.9996e-02 eta: 20:39:38 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 4.7711 2022/12/04 14:27:09 - mmengine - INFO - Epoch(train) [1][2500/5005] lr: 9.9996e-02 eta: 20:38:57 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 4.8940 2022/12/04 14:27:21 - mmengine - INFO - Epoch(train) [1][2600/5005] lr: 9.9995e-02 eta: 20:38:18 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 4.8220 2022/12/04 14:27:33 - mmengine - INFO - Epoch(train) [1][2700/5005] lr: 9.9995e-02 eta: 20:37:42 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 4.7493 2022/12/04 14:27:45 - mmengine - INFO - Epoch(train) [1][2800/5005] lr: 9.9995e-02 eta: 20:37:09 time: 0.1232 data_time: 0.0007 memory: 4034 loss: 4.9204 2022/12/04 14:27:58 - mmengine - INFO - Epoch(train) [1][2900/5005] lr: 9.9994e-02 eta: 20:36:36 time: 0.1231 data_time: 0.0007 memory: 4034 loss: 4.7713 2022/12/04 14:28:10 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:28:10 - mmengine - INFO - Epoch(train) [1][3000/5005] lr: 9.9994e-02 eta: 20:36:04 time: 0.1231 data_time: 0.0007 memory: 4034 loss: 4.6861 2022/12/04 14:28:22 - mmengine - INFO - Epoch(train) [1][3100/5005] lr: 9.9993e-02 eta: 20:35:34 time: 0.1231 data_time: 0.0007 memory: 4034 loss: 4.6130 2022/12/04 14:28:35 - mmengine - INFO - Epoch(train) [1][3200/5005] lr: 9.9993e-02 eta: 20:35:04 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 4.7596 2022/12/04 14:28:47 - mmengine - INFO - Epoch(train) [1][3300/5005] lr: 9.9993e-02 eta: 20:34:37 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 4.6671 2022/12/04 14:28:59 - mmengine - INFO - Epoch(train) [1][3400/5005] lr: 9.9992e-02 eta: 20:34:11 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 4.5718 2022/12/04 14:29:12 - mmengine - INFO - Epoch(train) [1][3500/5005] lr: 9.9992e-02 eta: 20:33:45 time: 0.1233 data_time: 0.0007 memory: 4034 loss: 4.4930 2022/12/04 14:29:24 - mmengine - INFO - Epoch(train) [1][3600/5005] lr: 9.9991e-02 eta: 20:33:21 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 4.4540 2022/12/04 14:29:36 - mmengine - INFO - Epoch(train) [1][3700/5005] lr: 9.9991e-02 eta: 20:32:57 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 4.3369 2022/12/04 14:29:49 - mmengine - INFO - Epoch(train) [1][3800/5005] lr: 9.9990e-02 eta: 20:32:34 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 4.5579 2022/12/04 14:30:01 - mmengine - INFO - Epoch(train) [1][3900/5005] lr: 9.9990e-02 eta: 20:32:12 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 4.5741 2022/12/04 14:30:13 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:30:13 - mmengine - INFO - Epoch(train) [1][4000/5005] lr: 9.9989e-02 eta: 20:31:48 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 4.2097 2022/12/04 14:30:26 - mmengine - INFO - Epoch(train) [1][4100/5005] lr: 9.9989e-02 eta: 20:31:26 time: 0.1234 data_time: 0.0007 memory: 4034 loss: 4.1887 2022/12/04 14:30:38 - mmengine - INFO - Epoch(train) [1][4200/5005] lr: 9.9988e-02 eta: 20:31:11 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 4.0863 2022/12/04 14:30:50 - mmengine - INFO - Epoch(train) [1][4300/5005] lr: 9.9987e-02 eta: 20:30:51 time: 0.1231 data_time: 0.0007 memory: 4034 loss: 4.1105 2022/12/04 14:31:03 - mmengine - INFO - Epoch(train) [1][4400/5005] lr: 9.9987e-02 eta: 20:30:34 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 4.1297 2022/12/04 14:31:15 - mmengine - INFO - Epoch(train) [1][4500/5005] lr: 9.9986e-02 eta: 20:30:14 time: 0.1240 data_time: 0.0008 memory: 4034 loss: 3.8654 2022/12/04 14:31:27 - mmengine - INFO - Epoch(train) [1][4600/5005] lr: 9.9986e-02 eta: 20:29:54 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 4.2199 2022/12/04 14:31:40 - mmengine - INFO - Epoch(train) [1][4700/5005] lr: 9.9985e-02 eta: 20:29:44 time: 0.1234 data_time: 0.0007 memory: 4034 loss: 4.0148 2022/12/04 14:31:52 - mmengine - INFO - Epoch(train) [1][4800/5005] lr: 9.9984e-02 eta: 20:29:24 time: 0.1232 data_time: 0.0007 memory: 4034 loss: 4.0199 2022/12/04 14:32:04 - mmengine - INFO - Epoch(train) [1][4900/5005] lr: 9.9984e-02 eta: 20:29:05 time: 0.1232 data_time: 0.0007 memory: 4034 loss: 3.9200 2022/12/04 14:32:17 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:32:17 - mmengine - INFO - Epoch(train) [1][5000/5005] lr: 9.9983e-02 eta: 20:28:48 time: 0.1253 data_time: 0.0020 memory: 4034 loss: 4.1037 2022/12/04 14:32:17 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:32:17 - mmengine - INFO - Saving checkpoint at 1 epochs 2022/12/04 14:32:24 - mmengine - INFO - Epoch(val) [1][100/196] eta: 0:00:04 time: 0.0357 data_time: 0.0082 memory: 4034 2022/12/04 14:32:38 - mmengine - INFO - Epoch(val) [1][196/196] accuracy/top1: 24.0220 accuracy/top5: 48.4120 2022/12/04 14:32:50 - mmengine - INFO - Epoch(train) [2][ 100/5005] lr: 9.9982e-02 eta: 20:28:51 time: 0.1230 data_time: 0.0008 memory: 4034 loss: 3.9389 2022/12/04 14:33:03 - mmengine - INFO - Epoch(train) [2][ 200/5005] lr: 9.9981e-02 eta: 20:28:42 time: 0.1232 data_time: 0.0007 memory: 4034 loss: 3.9663 2022/12/04 14:33:15 - mmengine - INFO - Epoch(train) [2][ 300/5005] lr: 9.9981e-02 eta: 20:28:29 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 4.0012 2022/12/04 14:33:27 - mmengine - INFO - Epoch(train) [2][ 400/5005] lr: 9.9980e-02 eta: 20:28:10 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.7853 2022/12/04 14:33:40 - mmengine - INFO - Epoch(train) [2][ 500/5005] lr: 9.9979e-02 eta: 20:27:52 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.9969 2022/12/04 14:33:52 - mmengine - INFO - Epoch(train) [2][ 600/5005] lr: 9.9979e-02 eta: 20:27:35 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 4.2117 2022/12/04 14:34:04 - mmengine - INFO - Epoch(train) [2][ 700/5005] lr: 9.9978e-02 eta: 20:27:19 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 3.7250 2022/12/04 14:34:17 - mmengine - INFO - Epoch(train) [2][ 800/5005] lr: 9.9977e-02 eta: 20:27:02 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 3.8021 2022/12/04 14:34:29 - mmengine - INFO - Epoch(train) [2][ 900/5005] lr: 9.9976e-02 eta: 20:26:44 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 3.7232 2022/12/04 14:34:41 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:34:41 - mmengine - INFO - Epoch(train) [2][1000/5005] lr: 9.9975e-02 eta: 20:26:27 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.6359 2022/12/04 14:34:54 - mmengine - INFO - Epoch(train) [2][1100/5005] lr: 9.9975e-02 eta: 20:26:11 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 3.7611 2022/12/04 14:35:06 - mmengine - INFO - Epoch(train) [2][1200/5005] lr: 9.9974e-02 eta: 20:25:55 time: 0.1232 data_time: 0.0007 memory: 4034 loss: 3.4984 2022/12/04 14:35:18 - mmengine - INFO - Epoch(train) [2][1300/5005] lr: 9.9973e-02 eta: 20:25:38 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 3.6539 2022/12/04 14:35:31 - mmengine - INFO - Epoch(train) [2][1400/5005] lr: 9.9972e-02 eta: 20:25:21 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 3.4512 2022/12/04 14:35:43 - mmengine - INFO - Epoch(train) [2][1500/5005] lr: 9.9971e-02 eta: 20:25:04 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 3.7889 2022/12/04 14:35:55 - mmengine - INFO - Epoch(train) [2][1600/5005] lr: 9.9970e-02 eta: 20:24:47 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.5845 2022/12/04 14:36:08 - mmengine - INFO - Epoch(train) [2][1700/5005] lr: 9.9969e-02 eta: 20:24:30 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.6643 2022/12/04 14:36:20 - mmengine - INFO - Epoch(train) [2][1800/5005] lr: 9.9968e-02 eta: 20:24:14 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 3.6302 2022/12/04 14:36:32 - mmengine - INFO - Epoch(train) [2][1900/5005] lr: 9.9967e-02 eta: 20:23:58 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 3.6280 2022/12/04 14:36:44 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:36:45 - mmengine - INFO - Epoch(train) [2][2000/5005] lr: 9.9966e-02 eta: 20:23:43 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.3895 2022/12/04 14:36:57 - mmengine - INFO - Epoch(train) [2][2100/5005] lr: 9.9965e-02 eta: 20:23:27 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.2852 2022/12/04 14:37:09 - mmengine - INFO - Epoch(train) [2][2200/5005] lr: 9.9965e-02 eta: 20:23:10 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.5953 2022/12/04 14:37:22 - mmengine - INFO - Epoch(train) [2][2300/5005] lr: 9.9964e-02 eta: 20:22:54 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 3.4177 2022/12/04 14:37:34 - mmengine - INFO - Epoch(train) [2][2400/5005] lr: 9.9963e-02 eta: 20:22:39 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.6138 2022/12/04 14:37:46 - mmengine - INFO - Epoch(train) [2][2500/5005] lr: 9.9961e-02 eta: 20:22:23 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.3439 2022/12/04 14:37:59 - mmengine - INFO - Epoch(train) [2][2600/5005] lr: 9.9960e-02 eta: 20:22:08 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.5235 2022/12/04 14:38:11 - mmengine - INFO - Epoch(train) [2][2700/5005] lr: 9.9959e-02 eta: 20:21:54 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 3.3152 2022/12/04 14:38:23 - mmengine - INFO - Epoch(train) [2][2800/5005] lr: 9.9958e-02 eta: 20:21:41 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 3.5343 2022/12/04 14:38:36 - mmengine - INFO - Epoch(train) [2][2900/5005] lr: 9.9957e-02 eta: 20:21:30 time: 0.1242 data_time: 0.0008 memory: 4034 loss: 3.2790 2022/12/04 14:38:47 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:38:48 - mmengine - INFO - Epoch(train) [2][3000/5005] lr: 9.9956e-02 eta: 20:21:18 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 3.3648 2022/12/04 14:39:00 - mmengine - INFO - Epoch(train) [2][3100/5005] lr: 9.9955e-02 eta: 20:21:09 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 3.2232 2022/12/04 14:39:13 - mmengine - INFO - Epoch(train) [2][3200/5005] lr: 9.9954e-02 eta: 20:20:54 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 3.3240 2022/12/04 14:39:25 - mmengine - INFO - Epoch(train) [2][3300/5005] lr: 9.9953e-02 eta: 20:20:39 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 3.3003 2022/12/04 14:39:37 - mmengine - INFO - Epoch(train) [2][3400/5005] lr: 9.9952e-02 eta: 20:20:26 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.3676 2022/12/04 14:39:50 - mmengine - INFO - Epoch(train) [2][3500/5005] lr: 9.9951e-02 eta: 20:20:11 time: 0.1238 data_time: 0.0007 memory: 4034 loss: 3.3439 2022/12/04 14:40:02 - mmengine - INFO - Epoch(train) [2][3600/5005] lr: 9.9949e-02 eta: 20:20:05 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 3.3880 2022/12/04 14:40:15 - mmengine - INFO - Epoch(train) [2][3700/5005] lr: 9.9948e-02 eta: 20:19:50 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 3.5115 2022/12/04 14:40:27 - mmengine - INFO - Epoch(train) [2][3800/5005] lr: 9.9947e-02 eta: 20:19:36 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.2108 2022/12/04 14:40:39 - mmengine - INFO - Epoch(train) [2][3900/5005] lr: 9.9946e-02 eta: 20:19:21 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.3787 2022/12/04 14:40:51 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:40:52 - mmengine - INFO - Epoch(train) [2][4000/5005] lr: 9.9945e-02 eta: 20:19:06 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.1137 2022/12/04 14:41:04 - mmengine - INFO - Epoch(train) [2][4100/5005] lr: 9.9943e-02 eta: 20:18:51 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.4838 2022/12/04 14:41:16 - mmengine - INFO - Epoch(train) [2][4200/5005] lr: 9.9942e-02 eta: 20:18:36 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.2505 2022/12/04 14:41:29 - mmengine - INFO - Epoch(train) [2][4300/5005] lr: 9.9941e-02 eta: 20:18:22 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 3.2675 2022/12/04 14:41:41 - mmengine - INFO - Epoch(train) [2][4400/5005] lr: 9.9940e-02 eta: 20:18:08 time: 0.1236 data_time: 0.0008 memory: 4034 loss: 3.2222 2022/12/04 14:41:53 - mmengine - INFO - Epoch(train) [2][4500/5005] lr: 9.9938e-02 eta: 20:17:54 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 3.0352 2022/12/04 14:42:06 - mmengine - INFO - Epoch(train) [2][4600/5005] lr: 9.9937e-02 eta: 20:17:40 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.2287 2022/12/04 14:42:18 - mmengine - INFO - Epoch(train) [2][4700/5005] lr: 9.9936e-02 eta: 20:17:26 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.0201 2022/12/04 14:42:30 - mmengine - INFO - Epoch(train) [2][4800/5005] lr: 9.9934e-02 eta: 20:17:11 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 3.2045 2022/12/04 14:42:43 - mmengine - INFO - Epoch(train) [2][4900/5005] lr: 9.9933e-02 eta: 20:16:57 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.3445 2022/12/04 14:42:54 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:42:55 - mmengine - INFO - Epoch(train) [2][5000/5005] lr: 9.9932e-02 eta: 20:16:43 time: 0.1244 data_time: 0.0019 memory: 4034 loss: 3.1749 2022/12/04 14:42:55 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:42:55 - mmengine - INFO - Saving checkpoint at 2 epochs 2022/12/04 14:43:02 - mmengine - INFO - Epoch(val) [2][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0085 memory: 4034 2022/12/04 14:43:15 - mmengine - INFO - Epoch(val) [2][196/196] accuracy/top1: 37.2060 accuracy/top5: 63.7760 2022/12/04 14:43:28 - mmengine - INFO - Epoch(train) [3][ 100/5005] lr: 9.9930e-02 eta: 20:16:38 time: 0.1230 data_time: 0.0008 memory: 4034 loss: 3.4154 2022/12/04 14:43:40 - mmengine - INFO - Epoch(train) [3][ 200/5005] lr: 9.9929e-02 eta: 20:16:22 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.9242 2022/12/04 14:43:52 - mmengine - INFO - Epoch(train) [3][ 300/5005] lr: 9.9927e-02 eta: 20:16:07 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.0212 2022/12/04 14:44:05 - mmengine - INFO - Epoch(train) [3][ 400/5005] lr: 9.9926e-02 eta: 20:15:53 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.1421 2022/12/04 14:44:17 - mmengine - INFO - Epoch(train) [3][ 500/5005] lr: 9.9924e-02 eta: 20:15:38 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.8170 2022/12/04 14:44:29 - mmengine - INFO - Epoch(train) [3][ 600/5005] lr: 9.9923e-02 eta: 20:15:23 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.9072 2022/12/04 14:44:42 - mmengine - INFO - Epoch(train) [3][ 700/5005] lr: 9.9922e-02 eta: 20:15:09 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 3.0999 2022/12/04 14:44:54 - mmengine - INFO - Epoch(train) [3][ 800/5005] lr: 9.9920e-02 eta: 20:14:54 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.9491 2022/12/04 14:45:06 - mmengine - INFO - Epoch(train) [3][ 900/5005] lr: 9.9919e-02 eta: 20:14:40 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.0887 2022/12/04 14:45:17 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:45:18 - mmengine - INFO - Epoch(train) [3][1000/5005] lr: 9.9917e-02 eta: 20:14:25 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.9842 2022/12/04 14:45:31 - mmengine - INFO - Epoch(train) [3][1100/5005] lr: 9.9916e-02 eta: 20:14:10 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.9251 2022/12/04 14:45:43 - mmengine - INFO - Epoch(train) [3][1200/5005] lr: 9.9914e-02 eta: 20:13:56 time: 0.1230 data_time: 0.0008 memory: 4034 loss: 2.9902 2022/12/04 14:45:55 - mmengine - INFO - Epoch(train) [3][1300/5005] lr: 9.9913e-02 eta: 20:13:42 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.8761 2022/12/04 14:46:08 - mmengine - INFO - Epoch(train) [3][1400/5005] lr: 9.9911e-02 eta: 20:13:28 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.9731 2022/12/04 14:46:20 - mmengine - INFO - Epoch(train) [3][1500/5005] lr: 9.9909e-02 eta: 20:13:14 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.8574 2022/12/04 14:46:32 - mmengine - INFO - Epoch(train) [3][1600/5005] lr: 9.9908e-02 eta: 20:13:00 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.1900 2022/12/04 14:46:45 - mmengine - INFO - Epoch(train) [3][1700/5005] lr: 9.9906e-02 eta: 20:12:46 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.1196 2022/12/04 14:46:57 - mmengine - INFO - Epoch(train) [3][1800/5005] lr: 9.9905e-02 eta: 20:12:31 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.0840 2022/12/04 14:47:09 - mmengine - INFO - Epoch(train) [3][1900/5005] lr: 9.9903e-02 eta: 20:12:17 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.2709 2022/12/04 14:47:21 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:47:22 - mmengine - INFO - Epoch(train) [3][2000/5005] lr: 9.9901e-02 eta: 20:12:03 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 3.0030 2022/12/04 14:47:34 - mmengine - INFO - Epoch(train) [3][2100/5005] lr: 9.9900e-02 eta: 20:11:51 time: 0.1249 data_time: 0.0008 memory: 4034 loss: 3.0757 2022/12/04 14:47:47 - mmengine - INFO - Epoch(train) [3][2200/5005] lr: 9.9898e-02 eta: 20:11:44 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.9142 2022/12/04 14:47:59 - mmengine - INFO - Epoch(train) [3][2300/5005] lr: 9.9896e-02 eta: 20:11:30 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.8764 2022/12/04 14:48:11 - mmengine - INFO - Epoch(train) [3][2400/5005] lr: 9.9895e-02 eta: 20:11:16 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.8620 2022/12/04 14:48:24 - mmengine - INFO - Epoch(train) [3][2500/5005] lr: 9.9893e-02 eta: 20:11:03 time: 0.1236 data_time: 0.0008 memory: 4034 loss: 3.0071 2022/12/04 14:48:36 - mmengine - INFO - Epoch(train) [3][2600/5005] lr: 9.9891e-02 eta: 20:10:49 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.9065 2022/12/04 14:48:48 - mmengine - INFO - Epoch(train) [3][2700/5005] lr: 9.9890e-02 eta: 20:10:35 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.8324 2022/12/04 14:49:01 - mmengine - INFO - Epoch(train) [3][2800/5005] lr: 9.9888e-02 eta: 20:10:20 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.8080 2022/12/04 14:49:13 - mmengine - INFO - Epoch(train) [3][2900/5005] lr: 9.9886e-02 eta: 20:10:07 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.0399 2022/12/04 14:49:24 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:49:25 - mmengine - INFO - Epoch(train) [3][3000/5005] lr: 9.9884e-02 eta: 20:09:53 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.4432 2022/12/04 14:49:38 - mmengine - INFO - Epoch(train) [3][3100/5005] lr: 9.9882e-02 eta: 20:09:39 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 3.1023 2022/12/04 14:49:50 - mmengine - INFO - Epoch(train) [3][3200/5005] lr: 9.9881e-02 eta: 20:09:25 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 3.1471 2022/12/04 14:50:02 - mmengine - INFO - Epoch(train) [3][3300/5005] lr: 9.9879e-02 eta: 20:09:12 time: 0.1235 data_time: 0.0008 memory: 4034 loss: 2.9952 2022/12/04 14:50:15 - mmengine - INFO - Epoch(train) [3][3400/5005] lr: 9.9877e-02 eta: 20:08:58 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.9035 2022/12/04 14:50:27 - mmengine - INFO - Epoch(train) [3][3500/5005] lr: 9.9875e-02 eta: 20:08:44 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.1496 2022/12/04 14:50:39 - mmengine - INFO - Epoch(train) [3][3600/5005] lr: 9.9873e-02 eta: 20:08:32 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.6720 2022/12/04 14:50:52 - mmengine - INFO - Epoch(train) [3][3700/5005] lr: 9.9872e-02 eta: 20:08:18 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.8315 2022/12/04 14:51:04 - mmengine - INFO - Epoch(train) [3][3800/5005] lr: 9.9870e-02 eta: 20:08:05 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.7738 2022/12/04 14:51:16 - mmengine - INFO - Epoch(train) [3][3900/5005] lr: 9.9868e-02 eta: 20:07:51 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.8157 2022/12/04 14:51:27 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:51:29 - mmengine - INFO - Epoch(train) [3][4000/5005] lr: 9.9866e-02 eta: 20:07:37 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.8810 2022/12/04 14:51:41 - mmengine - INFO - Epoch(train) [3][4100/5005] lr: 9.9864e-02 eta: 20:07:23 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.8357 2022/12/04 14:51:53 - mmengine - INFO - Epoch(train) [3][4200/5005] lr: 9.9862e-02 eta: 20:07:10 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.9582 2022/12/04 14:52:05 - mmengine - INFO - Epoch(train) [3][4300/5005] lr: 9.9860e-02 eta: 20:06:56 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 3.0232 2022/12/04 14:52:18 - mmengine - INFO - Epoch(train) [3][4400/5005] lr: 9.9858e-02 eta: 20:06:43 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.6599 2022/12/04 14:52:30 - mmengine - INFO - Epoch(train) [3][4500/5005] lr: 9.9856e-02 eta: 20:06:30 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.8831 2022/12/04 14:52:43 - mmengine - INFO - Epoch(train) [3][4600/5005] lr: 9.9854e-02 eta: 20:06:17 time: 0.1238 data_time: 0.0008 memory: 4034 loss: 2.7017 2022/12/04 14:52:55 - mmengine - INFO - Epoch(train) [3][4700/5005] lr: 9.9852e-02 eta: 20:06:04 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.8834 2022/12/04 14:53:07 - mmengine - INFO - Epoch(train) [3][4800/5005] lr: 9.9850e-02 eta: 20:05:52 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.5028 2022/12/04 14:53:20 - mmengine - INFO - Epoch(train) [3][4900/5005] lr: 9.9848e-02 eta: 20:05:39 time: 0.1238 data_time: 0.0008 memory: 4034 loss: 2.8963 2022/12/04 14:53:31 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:53:32 - mmengine - INFO - Epoch(train) [3][5000/5005] lr: 9.9846e-02 eta: 20:05:27 time: 0.1244 data_time: 0.0018 memory: 4034 loss: 2.8865 2022/12/04 14:53:32 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:53:32 - mmengine - INFO - Saving checkpoint at 3 epochs 2022/12/04 14:53:39 - mmengine - INFO - Epoch(val) [3][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0083 memory: 4034 2022/12/04 14:53:52 - mmengine - INFO - Epoch(val) [3][196/196] accuracy/top1: 46.0200 accuracy/top5: 72.0740 2022/12/04 14:54:05 - mmengine - INFO - Epoch(train) [4][ 100/5005] lr: 9.9844e-02 eta: 20:05:20 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.8256 2022/12/04 14:54:17 - mmengine - INFO - Epoch(train) [4][ 200/5005] lr: 9.9842e-02 eta: 20:05:07 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.7468 2022/12/04 14:54:29 - mmengine - INFO - Epoch(train) [4][ 300/5005] lr: 9.9840e-02 eta: 20:04:55 time: 0.1230 data_time: 0.0008 memory: 4034 loss: 2.6960 2022/12/04 14:54:42 - mmengine - INFO - Epoch(train) [4][ 400/5005] lr: 9.9838e-02 eta: 20:04:41 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.4275 2022/12/04 14:54:54 - mmengine - INFO - Epoch(train) [4][ 500/5005] lr: 9.9835e-02 eta: 20:04:28 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 3.0313 2022/12/04 14:55:06 - mmengine - INFO - Epoch(train) [4][ 600/5005] lr: 9.9833e-02 eta: 20:04:14 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.5599 2022/12/04 14:55:19 - mmengine - INFO - Epoch(train) [4][ 700/5005] lr: 9.9831e-02 eta: 20:04:01 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.9371 2022/12/04 14:55:31 - mmengine - INFO - Epoch(train) [4][ 800/5005] lr: 9.9829e-02 eta: 20:03:48 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.6443 2022/12/04 14:55:43 - mmengine - INFO - Epoch(train) [4][ 900/5005] lr: 9.9827e-02 eta: 20:03:34 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.5346 2022/12/04 14:55:54 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:55:56 - mmengine - INFO - Epoch(train) [4][1000/5005] lr: 9.9825e-02 eta: 20:03:21 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 3.0899 2022/12/04 14:56:08 - mmengine - INFO - Epoch(train) [4][1100/5005] lr: 9.9822e-02 eta: 20:03:09 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.5266 2022/12/04 14:56:20 - mmengine - INFO - Epoch(train) [4][1200/5005] lr: 9.9820e-02 eta: 20:02:56 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.7752 2022/12/04 14:56:33 - mmengine - INFO - Epoch(train) [4][1300/5005] lr: 9.9818e-02 eta: 20:02:43 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.8691 2022/12/04 14:56:45 - mmengine - INFO - Epoch(train) [4][1400/5005] lr: 9.9816e-02 eta: 20:02:30 time: 0.1236 data_time: 0.0008 memory: 4034 loss: 2.6217 2022/12/04 14:56:57 - mmengine - INFO - Epoch(train) [4][1500/5005] lr: 9.9814e-02 eta: 20:02:17 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.7991 2022/12/04 14:57:10 - mmengine - INFO - Epoch(train) [4][1600/5005] lr: 9.9811e-02 eta: 20:02:04 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 3.0840 2022/12/04 14:57:22 - mmengine - INFO - Epoch(train) [4][1700/5005] lr: 9.9809e-02 eta: 20:01:50 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.7781 2022/12/04 14:57:34 - mmengine - INFO - Epoch(train) [4][1800/5005] lr: 9.9807e-02 eta: 20:01:37 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.5187 2022/12/04 14:57:47 - mmengine - INFO - Epoch(train) [4][1900/5005] lr: 9.9804e-02 eta: 20:01:25 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.7941 2022/12/04 14:57:57 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 14:57:59 - mmengine - INFO - Epoch(train) [4][2000/5005] lr: 9.9802e-02 eta: 20:01:12 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.7652 2022/12/04 14:58:11 - mmengine - INFO - Epoch(train) [4][2100/5005] lr: 9.9800e-02 eta: 20:00:58 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.6651 2022/12/04 14:58:24 - mmengine - INFO - Epoch(train) [4][2200/5005] lr: 9.9797e-02 eta: 20:00:45 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.6434 2022/12/04 14:58:36 - mmengine - INFO - Epoch(train) [4][2300/5005] lr: 9.9795e-02 eta: 20:00:32 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.5084 2022/12/04 14:58:48 - mmengine - INFO - Epoch(train) [4][2400/5005] lr: 9.9793e-02 eta: 20:00:21 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.5855 2022/12/04 14:59:01 - mmengine - INFO - Epoch(train) [4][2500/5005] lr: 9.9790e-02 eta: 20:00:08 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.8025 2022/12/04 14:59:13 - mmengine - INFO - Epoch(train) [4][2600/5005] lr: 9.9788e-02 eta: 19:59:56 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.6115 2022/12/04 14:59:25 - mmengine - INFO - Epoch(train) [4][2700/5005] lr: 9.9786e-02 eta: 19:59:43 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.5059 2022/12/04 14:59:38 - mmengine - INFO - Epoch(train) [4][2800/5005] lr: 9.9783e-02 eta: 19:59:31 time: 0.1237 data_time: 0.0008 memory: 4034 loss: 2.4834 2022/12/04 14:59:50 - mmengine - INFO - Epoch(train) [4][2900/5005] lr: 9.9781e-02 eta: 19:59:18 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.7246 2022/12/04 15:00:01 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:00:02 - mmengine - INFO - Epoch(train) [4][3000/5005] lr: 9.9778e-02 eta: 19:59:05 time: 0.1238 data_time: 0.0008 memory: 4034 loss: 2.8872 2022/12/04 15:00:15 - mmengine - INFO - Epoch(train) [4][3100/5005] lr: 9.9776e-02 eta: 19:58:53 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.5531 2022/12/04 15:00:27 - mmengine - INFO - Epoch(train) [4][3200/5005] lr: 9.9773e-02 eta: 19:58:41 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.4281 2022/12/04 15:00:40 - mmengine - INFO - Epoch(train) [4][3300/5005] lr: 9.9771e-02 eta: 19:58:28 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.7017 2022/12/04 15:00:52 - mmengine - INFO - Epoch(train) [4][3400/5005] lr: 9.9768e-02 eta: 19:58:16 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.5695 2022/12/04 15:01:04 - mmengine - INFO - Epoch(train) [4][3500/5005] lr: 9.9766e-02 eta: 19:58:05 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.8375 2022/12/04 15:01:17 - mmengine - INFO - Epoch(train) [4][3600/5005] lr: 9.9763e-02 eta: 19:57:52 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.9581 2022/12/04 15:01:29 - mmengine - INFO - Epoch(train) [4][3700/5005] lr: 9.9761e-02 eta: 19:57:39 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.7263 2022/12/04 15:01:41 - mmengine - INFO - Epoch(train) [4][3800/5005] lr: 9.9758e-02 eta: 19:57:27 time: 0.1235 data_time: 0.0008 memory: 4034 loss: 2.7351 2022/12/04 15:01:54 - mmengine - INFO - Epoch(train) [4][3900/5005] lr: 9.9755e-02 eta: 19:57:15 time: 0.1236 data_time: 0.0008 memory: 4034 loss: 2.8130 2022/12/04 15:02:04 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:02:06 - mmengine - INFO - Epoch(train) [4][4000/5005] lr: 9.9753e-02 eta: 19:57:03 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.4365 2022/12/04 15:02:18 - mmengine - INFO - Epoch(train) [4][4100/5005] lr: 9.9750e-02 eta: 19:56:50 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.7956 2022/12/04 15:02:31 - mmengine - INFO - Epoch(train) [4][4200/5005] lr: 9.9748e-02 eta: 19:56:38 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.7917 2022/12/04 15:02:43 - mmengine - INFO - Epoch(train) [4][4300/5005] lr: 9.9745e-02 eta: 19:56:25 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.8143 2022/12/04 15:02:55 - mmengine - INFO - Epoch(train) [4][4400/5005] lr: 9.9742e-02 eta: 19:56:12 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.6125 2022/12/04 15:03:08 - mmengine - INFO - Epoch(train) [4][4500/5005] lr: 9.9740e-02 eta: 19:55:59 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.7130 2022/12/04 15:03:20 - mmengine - INFO - Epoch(train) [4][4600/5005] lr: 9.9737e-02 eta: 19:55:47 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.7213 2022/12/04 15:03:32 - mmengine - INFO - Epoch(train) [4][4700/5005] lr: 9.9734e-02 eta: 19:55:35 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.7149 2022/12/04 15:03:45 - mmengine - INFO - Epoch(train) [4][4800/5005] lr: 9.9732e-02 eta: 19:55:23 time: 0.1235 data_time: 0.0008 memory: 4034 loss: 2.5017 2022/12/04 15:03:57 - mmengine - INFO - Epoch(train) [4][4900/5005] lr: 9.9729e-02 eta: 19:55:10 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.8298 2022/12/04 15:04:08 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:04:10 - mmengine - INFO - Epoch(train) [4][5000/5005] lr: 9.9726e-02 eta: 19:54:58 time: 0.1255 data_time: 0.0018 memory: 4034 loss: 2.6221 2022/12/04 15:04:10 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:04:10 - mmengine - INFO - Saving checkpoint at 4 epochs 2022/12/04 15:04:17 - mmengine - INFO - Epoch(val) [4][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0077 memory: 4034 2022/12/04 15:04:30 - mmengine - INFO - Epoch(val) [4][196/196] accuracy/top1: 48.2120 accuracy/top5: 74.1860 2022/12/04 15:04:43 - mmengine - INFO - Epoch(train) [5][ 100/5005] lr: 9.9723e-02 eta: 19:54:52 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.6014 2022/12/04 15:04:55 - mmengine - INFO - Epoch(train) [5][ 200/5005] lr: 9.9721e-02 eta: 19:54:39 time: 0.1235 data_time: 0.0008 memory: 4034 loss: 2.5881 2022/12/04 15:05:07 - mmengine - INFO - Epoch(train) [5][ 300/5005] lr: 9.9718e-02 eta: 19:54:26 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.7476 2022/12/04 15:05:20 - mmengine - INFO - Epoch(train) [5][ 400/5005] lr: 9.9715e-02 eta: 19:54:13 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.2696 2022/12/04 15:05:32 - mmengine - INFO - Epoch(train) [5][ 500/5005] lr: 9.9712e-02 eta: 19:54:00 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.4277 2022/12/04 15:05:44 - mmengine - INFO - Epoch(train) [5][ 600/5005] lr: 9.9709e-02 eta: 19:53:47 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.5455 2022/12/04 15:05:57 - mmengine - INFO - Epoch(train) [5][ 700/5005] lr: 9.9707e-02 eta: 19:53:34 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.5816 2022/12/04 15:06:09 - mmengine - INFO - Epoch(train) [5][ 800/5005] lr: 9.9704e-02 eta: 19:53:21 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.7364 2022/12/04 15:06:21 - mmengine - INFO - Epoch(train) [5][ 900/5005] lr: 9.9701e-02 eta: 19:53:07 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.4912 2022/12/04 15:06:31 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:06:34 - mmengine - INFO - Epoch(train) [5][1000/5005] lr: 9.9698e-02 eta: 19:52:54 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.6460 2022/12/04 15:06:46 - mmengine - INFO - Epoch(train) [5][1100/5005] lr: 9.9695e-02 eta: 19:52:41 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.4515 2022/12/04 15:06:58 - mmengine - INFO - Epoch(train) [5][1200/5005] lr: 9.9692e-02 eta: 19:52:28 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.6550 2022/12/04 15:07:10 - mmengine - INFO - Epoch(train) [5][1300/5005] lr: 9.9689e-02 eta: 19:52:15 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.5441 2022/12/04 15:07:23 - mmengine - INFO - Epoch(train) [5][1400/5005] lr: 9.9687e-02 eta: 19:52:02 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.4199 2022/12/04 15:07:35 - mmengine - INFO - Epoch(train) [5][1500/5005] lr: 9.9684e-02 eta: 19:51:49 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.9017 2022/12/04 15:07:48 - mmengine - INFO - Epoch(train) [5][1600/5005] lr: 9.9681e-02 eta: 19:51:36 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.6973 2022/12/04 15:08:00 - mmengine - INFO - Epoch(train) [5][1700/5005] lr: 9.9678e-02 eta: 19:51:23 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.3941 2022/12/04 15:08:12 - mmengine - INFO - Epoch(train) [5][1800/5005] lr: 9.9675e-02 eta: 19:51:10 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.4151 2022/12/04 15:08:24 - mmengine - INFO - Epoch(train) [5][1900/5005] lr: 9.9672e-02 eta: 19:50:57 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.6895 2022/12/04 15:08:34 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:08:37 - mmengine - INFO - Epoch(train) [5][2000/5005] lr: 9.9669e-02 eta: 19:50:43 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.3254 2022/12/04 15:08:49 - mmengine - INFO - Epoch(train) [5][2100/5005] lr: 9.9666e-02 eta: 19:50:30 time: 0.1231 data_time: 0.0009 memory: 4034 loss: 2.6378 2022/12/04 15:09:01 - mmengine - INFO - Epoch(train) [5][2200/5005] lr: 9.9663e-02 eta: 19:50:18 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.6767 2022/12/04 15:09:14 - mmengine - INFO - Epoch(train) [5][2300/5005] lr: 9.9660e-02 eta: 19:50:05 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.5477 2022/12/04 15:09:26 - mmengine - INFO - Epoch(train) [5][2400/5005] lr: 9.9657e-02 eta: 19:49:52 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.4628 2022/12/04 15:09:38 - mmengine - INFO - Epoch(train) [5][2500/5005] lr: 9.9654e-02 eta: 19:49:39 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.6229 2022/12/04 15:09:51 - mmengine - INFO - Epoch(train) [5][2600/5005] lr: 9.9650e-02 eta: 19:49:26 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.4237 2022/12/04 15:10:03 - mmengine - INFO - Epoch(train) [5][2700/5005] lr: 9.9647e-02 eta: 19:49:14 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.5140 2022/12/04 15:10:16 - mmengine - INFO - Epoch(train) [5][2800/5005] lr: 9.9644e-02 eta: 19:49:01 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.6168 2022/12/04 15:10:28 - mmengine - INFO - Epoch(train) [5][2900/5005] lr: 9.9641e-02 eta: 19:48:48 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.6996 2022/12/04 15:10:38 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:10:40 - mmengine - INFO - Epoch(train) [5][3000/5005] lr: 9.9638e-02 eta: 19:48:35 time: 0.1235 data_time: 0.0008 memory: 4034 loss: 2.8426 2022/12/04 15:10:53 - mmengine - INFO - Epoch(train) [5][3100/5005] lr: 9.9635e-02 eta: 19:48:22 time: 0.1235 data_time: 0.0008 memory: 4034 loss: 2.6825 2022/12/04 15:11:05 - mmengine - INFO - Epoch(train) [5][3200/5005] lr: 9.9632e-02 eta: 19:48:10 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.6366 2022/12/04 15:11:17 - mmengine - INFO - Epoch(train) [5][3300/5005] lr: 9.9629e-02 eta: 19:47:57 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.4392 2022/12/04 15:11:30 - mmengine - INFO - Epoch(train) [5][3400/5005] lr: 9.9625e-02 eta: 19:47:44 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.4620 2022/12/04 15:11:42 - mmengine - INFO - Epoch(train) [5][3500/5005] lr: 9.9622e-02 eta: 19:47:32 time: 0.1261 data_time: 0.0008 memory: 4034 loss: 2.3255 2022/12/04 15:11:54 - mmengine - INFO - Epoch(train) [5][3600/5005] lr: 9.9619e-02 eta: 19:47:19 time: 0.1235 data_time: 0.0008 memory: 4034 loss: 2.6031 2022/12/04 15:12:07 - mmengine - INFO - Epoch(train) [5][3700/5005] lr: 9.9616e-02 eta: 19:47:10 time: 0.1350 data_time: 0.0008 memory: 4034 loss: 2.3565 2022/12/04 15:12:19 - mmengine - INFO - Epoch(train) [5][3800/5005] lr: 9.9612e-02 eta: 19:46:57 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.5216 2022/12/04 15:12:31 - mmengine - INFO - Epoch(train) [5][3900/5005] lr: 9.9609e-02 eta: 19:46:44 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.6345 2022/12/04 15:12:41 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:12:44 - mmengine - INFO - Epoch(train) [5][4000/5005] lr: 9.9606e-02 eta: 19:46:31 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.4429 2022/12/04 15:12:56 - mmengine - INFO - Epoch(train) [5][4100/5005] lr: 9.9603e-02 eta: 19:46:18 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.5374 2022/12/04 15:13:08 - mmengine - INFO - Epoch(train) [5][4200/5005] lr: 9.9599e-02 eta: 19:46:05 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.4217 2022/12/04 15:13:21 - mmengine - INFO - Epoch(train) [5][4300/5005] lr: 9.9596e-02 eta: 19:45:52 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.3892 2022/12/04 15:13:33 - mmengine - INFO - Epoch(train) [5][4400/5005] lr: 9.9593e-02 eta: 19:45:39 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.5977 2022/12/04 15:13:45 - mmengine - INFO - Epoch(train) [5][4500/5005] lr: 9.9589e-02 eta: 19:45:26 time: 0.1231 data_time: 0.0008 memory: 4034 loss: 2.4861 2022/12/04 15:13:58 - mmengine - INFO - Epoch(train) [5][4600/5005] lr: 9.9586e-02 eta: 19:45:14 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.7487 2022/12/04 15:14:10 - mmengine - INFO - Epoch(train) [5][4700/5005] lr: 9.9583e-02 eta: 19:45:01 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.3187 2022/12/04 15:14:22 - mmengine - INFO - Epoch(train) [5][4800/5005] lr: 9.9579e-02 eta: 19:44:48 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.4846 2022/12/04 15:14:35 - mmengine - INFO - Epoch(train) [5][4900/5005] lr: 9.9576e-02 eta: 19:44:35 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.3168 2022/12/04 15:14:45 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:14:47 - mmengine - INFO - Epoch(train) [5][5000/5005] lr: 9.9572e-02 eta: 19:44:22 time: 0.1241 data_time: 0.0018 memory: 4034 loss: 2.5664 2022/12/04 15:14:48 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:14:48 - mmengine - INFO - Saving checkpoint at 5 epochs 2022/12/04 15:14:54 - mmengine - INFO - Epoch(val) [5][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0079 memory: 4034 2022/12/04 15:15:07 - mmengine - INFO - Epoch(val) [5][196/196] accuracy/top1: 48.6200 accuracy/top5: 73.6460 2022/12/04 15:15:20 - mmengine - INFO - Epoch(train) [6][ 100/5005] lr: 9.9569e-02 eta: 19:44:13 time: 0.1235 data_time: 0.0008 memory: 4034 loss: 2.3877 2022/12/04 15:15:32 - mmengine - INFO - Epoch(train) [6][ 200/5005] lr: 9.9565e-02 eta: 19:44:01 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.4717 2022/12/04 15:15:44 - mmengine - INFO - Epoch(train) [6][ 300/5005] lr: 9.9562e-02 eta: 19:43:48 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.8260 2022/12/04 15:15:57 - mmengine - INFO - Epoch(train) [6][ 400/5005] lr: 9.9559e-02 eta: 19:43:35 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.3383 2022/12/04 15:16:09 - mmengine - INFO - Epoch(train) [6][ 500/5005] lr: 9.9555e-02 eta: 19:43:22 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.4048 2022/12/04 15:16:21 - mmengine - INFO - Epoch(train) [6][ 600/5005] lr: 9.9552e-02 eta: 19:43:10 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.6018 2022/12/04 15:16:34 - mmengine - INFO - Epoch(train) [6][ 700/5005] lr: 9.9548e-02 eta: 19:42:57 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.4883 2022/12/04 15:16:46 - mmengine - INFO - Epoch(train) [6][ 800/5005] lr: 9.9545e-02 eta: 19:42:44 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.4719 2022/12/04 15:16:58 - mmengine - INFO - Epoch(train) [6][ 900/5005] lr: 9.9541e-02 eta: 19:42:32 time: 0.1237 data_time: 0.0008 memory: 4034 loss: 2.5303 2022/12/04 15:17:08 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:17:11 - mmengine - INFO - Epoch(train) [6][1000/5005] lr: 9.9537e-02 eta: 19:42:20 time: 0.1237 data_time: 0.0008 memory: 4034 loss: 2.4561 2022/12/04 15:17:23 - mmengine - INFO - Epoch(train) [6][1100/5005] lr: 9.9534e-02 eta: 19:42:07 time: 0.1235 data_time: 0.0008 memory: 4034 loss: 2.4749 2022/12/04 15:17:35 - mmengine - INFO - Epoch(train) [6][1200/5005] lr: 9.9530e-02 eta: 19:41:55 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.4588 2022/12/04 15:17:48 - mmengine - INFO - Epoch(train) [6][1300/5005] lr: 9.9527e-02 eta: 19:41:42 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.3720 2022/12/04 15:18:00 - mmengine - INFO - Epoch(train) [6][1400/5005] lr: 9.9523e-02 eta: 19:41:29 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.6410 2022/12/04 15:18:12 - mmengine - INFO - Epoch(train) [6][1500/5005] lr: 9.9520e-02 eta: 19:41:17 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.6701 2022/12/04 15:18:25 - mmengine - INFO - Epoch(train) [6][1600/5005] lr: 9.9516e-02 eta: 19:41:04 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.4330 2022/12/04 15:18:37 - mmengine - INFO - Epoch(train) [6][1700/5005] lr: 9.9512e-02 eta: 19:40:51 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.4151 2022/12/04 15:18:49 - mmengine - INFO - Epoch(train) [6][1800/5005] lr: 9.9509e-02 eta: 19:40:38 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.6041 2022/12/04 15:19:02 - mmengine - INFO - Epoch(train) [6][1900/5005] lr: 9.9505e-02 eta: 19:40:26 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.3166 2022/12/04 15:19:11 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:19:14 - mmengine - INFO - Epoch(train) [6][2000/5005] lr: 9.9501e-02 eta: 19:40:13 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.6611 2022/12/04 15:19:26 - mmengine - INFO - Epoch(train) [6][2100/5005] lr: 9.9498e-02 eta: 19:40:00 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.4217 2022/12/04 15:19:39 - mmengine - INFO - Epoch(train) [6][2200/5005] lr: 9.9494e-02 eta: 19:39:48 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.2996 2022/12/04 15:19:51 - mmengine - INFO - Epoch(train) [6][2300/5005] lr: 9.9490e-02 eta: 19:39:35 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.5414 2022/12/04 15:20:04 - mmengine - INFO - Epoch(train) [6][2400/5005] lr: 9.9486e-02 eta: 19:39:22 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.3611 2022/12/04 15:20:16 - mmengine - INFO - Epoch(train) [6][2500/5005] lr: 9.9483e-02 eta: 19:39:10 time: 0.1235 data_time: 0.0008 memory: 4034 loss: 2.5587 2022/12/04 15:20:28 - mmengine - INFO - Epoch(train) [6][2600/5005] lr: 9.9479e-02 eta: 19:38:57 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.1917 2022/12/04 15:20:41 - mmengine - INFO - Epoch(train) [6][2700/5005] lr: 9.9475e-02 eta: 19:38:44 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.4144 2022/12/04 15:20:53 - mmengine - INFO - Epoch(train) [6][2800/5005] lr: 9.9471e-02 eta: 19:38:32 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.4894 2022/12/04 15:21:05 - mmengine - INFO - Epoch(train) [6][2900/5005] lr: 9.9468e-02 eta: 19:38:19 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.6433 2022/12/04 15:21:14 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:21:18 - mmengine - INFO - Epoch(train) [6][3000/5005] lr: 9.9464e-02 eta: 19:38:07 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.4584 2022/12/04 15:21:30 - mmengine - INFO - Epoch(train) [6][3100/5005] lr: 9.9460e-02 eta: 19:37:54 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.5336 2022/12/04 15:21:42 - mmengine - INFO - Epoch(train) [6][3200/5005] lr: 9.9456e-02 eta: 19:37:41 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.5496 2022/12/04 15:21:55 - mmengine - INFO - Epoch(train) [6][3300/5005] lr: 9.9452e-02 eta: 19:37:30 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.3616 2022/12/04 15:22:07 - mmengine - INFO - Epoch(train) [6][3400/5005] lr: 9.9448e-02 eta: 19:37:17 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.2927 2022/12/04 15:22:19 - mmengine - INFO - Epoch(train) [6][3500/5005] lr: 9.9444e-02 eta: 19:37:05 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.3690 2022/12/04 15:22:32 - mmengine - INFO - Epoch(train) [6][3600/5005] lr: 9.9441e-02 eta: 19:36:52 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.3384 2022/12/04 15:22:44 - mmengine - INFO - Epoch(train) [6][3700/5005] lr: 9.9437e-02 eta: 19:36:39 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.5511 2022/12/04 15:22:56 - mmengine - INFO - Epoch(train) [6][3800/5005] lr: 9.9433e-02 eta: 19:36:27 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.5813 2022/12/04 15:23:09 - mmengine - INFO - Epoch(train) [6][3900/5005] lr: 9.9429e-02 eta: 19:36:14 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.2715 2022/12/04 15:23:18 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:23:21 - mmengine - INFO - Epoch(train) [6][4000/5005] lr: 9.9425e-02 eta: 19:36:01 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.5198 2022/12/04 15:23:33 - mmengine - INFO - Epoch(train) [6][4100/5005] lr: 9.9421e-02 eta: 19:35:49 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.5339 2022/12/04 15:23:46 - mmengine - INFO - Epoch(train) [6][4200/5005] lr: 9.9417e-02 eta: 19:35:36 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.4218 2022/12/04 15:23:58 - mmengine - INFO - Epoch(train) [6][4300/5005] lr: 9.9413e-02 eta: 19:35:24 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.4152 2022/12/04 15:24:10 - mmengine - INFO - Epoch(train) [6][4400/5005] lr: 9.9409e-02 eta: 19:35:11 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.2816 2022/12/04 15:24:23 - mmengine - INFO - Epoch(train) [6][4500/5005] lr: 9.9405e-02 eta: 19:34:59 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.5896 2022/12/04 15:24:35 - mmengine - INFO - Epoch(train) [6][4600/5005] lr: 9.9401e-02 eta: 19:34:46 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.5537 2022/12/04 15:24:47 - mmengine - INFO - Epoch(train) [6][4700/5005] lr: 9.9397e-02 eta: 19:34:34 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.3610 2022/12/04 15:25:00 - mmengine - INFO - Epoch(train) [6][4800/5005] lr: 9.9393e-02 eta: 19:34:21 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.3998 2022/12/04 15:25:12 - mmengine - INFO - Epoch(train) [6][4900/5005] lr: 9.9389e-02 eta: 19:34:08 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.1078 2022/12/04 15:25:21 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:25:24 - mmengine - INFO - Epoch(train) [6][5000/5005] lr: 9.9385e-02 eta: 19:33:56 time: 0.1243 data_time: 0.0018 memory: 4034 loss: 2.6731 2022/12/04 15:25:25 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:25:25 - mmengine - INFO - Saving checkpoint at 6 epochs 2022/12/04 15:25:32 - mmengine - INFO - Epoch(val) [6][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0082 memory: 4034 2022/12/04 15:25:45 - mmengine - INFO - Epoch(val) [6][196/196] accuracy/top1: 51.9580 accuracy/top5: 77.5540 2022/12/04 15:25:57 - mmengine - INFO - Epoch(train) [7][ 100/5005] lr: 9.9380e-02 eta: 19:33:47 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.5419 2022/12/04 15:26:10 - mmengine - INFO - Epoch(train) [7][ 200/5005] lr: 9.9376e-02 eta: 19:33:34 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.2927 2022/12/04 15:26:22 - mmengine - INFO - Epoch(train) [7][ 300/5005] lr: 9.9372e-02 eta: 19:33:22 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.0229 2022/12/04 15:26:34 - mmengine - INFO - Epoch(train) [7][ 400/5005] lr: 9.9368e-02 eta: 19:33:10 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.3962 2022/12/04 15:26:47 - mmengine - INFO - Epoch(train) [7][ 500/5005] lr: 9.9364e-02 eta: 19:32:57 time: 0.1236 data_time: 0.0008 memory: 4034 loss: 2.1058 2022/12/04 15:26:59 - mmengine - INFO - Epoch(train) [7][ 600/5005] lr: 9.9360e-02 eta: 19:32:45 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.5063 2022/12/04 15:27:11 - mmengine - INFO - Epoch(train) [7][ 700/5005] lr: 9.9355e-02 eta: 19:32:32 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.4283 2022/12/04 15:27:24 - mmengine - INFO - Epoch(train) [7][ 800/5005] lr: 9.9351e-02 eta: 19:32:20 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.4928 2022/12/04 15:27:36 - mmengine - INFO - Epoch(train) [7][ 900/5005] lr: 9.9347e-02 eta: 19:32:08 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.4135 2022/12/04 15:27:45 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:27:48 - mmengine - INFO - Epoch(train) [7][1000/5005] lr: 9.9343e-02 eta: 19:31:55 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3558 2022/12/04 15:28:01 - mmengine - INFO - Epoch(train) [7][1100/5005] lr: 9.9339e-02 eta: 19:31:44 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.2063 2022/12/04 15:28:13 - mmengine - INFO - Epoch(train) [7][1200/5005] lr: 9.9334e-02 eta: 19:31:31 time: 0.1235 data_time: 0.0008 memory: 4034 loss: 2.4357 2022/12/04 15:28:26 - mmengine - INFO - Epoch(train) [7][1300/5005] lr: 9.9330e-02 eta: 19:31:19 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.5259 2022/12/04 15:28:38 - mmengine - INFO - Epoch(train) [7][1400/5005] lr: 9.9326e-02 eta: 19:31:07 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.4334 2022/12/04 15:28:50 - mmengine - INFO - Epoch(train) [7][1500/5005] lr: 9.9322e-02 eta: 19:30:54 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.2962 2022/12/04 15:29:03 - mmengine - INFO - Epoch(train) [7][1600/5005] lr: 9.9317e-02 eta: 19:30:42 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.2796 2022/12/04 15:29:15 - mmengine - INFO - Epoch(train) [7][1700/5005] lr: 9.9313e-02 eta: 19:30:29 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.4353 2022/12/04 15:29:27 - mmengine - INFO - Epoch(train) [7][1800/5005] lr: 9.9309e-02 eta: 19:30:17 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.3307 2022/12/04 15:29:40 - mmengine - INFO - Epoch(train) [7][1900/5005] lr: 9.9304e-02 eta: 19:30:04 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.2495 2022/12/04 15:29:48 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:29:52 - mmengine - INFO - Epoch(train) [7][2000/5005] lr: 9.9300e-02 eta: 19:29:52 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3166 2022/12/04 15:30:04 - mmengine - INFO - Epoch(train) [7][2100/5005] lr: 9.9296e-02 eta: 19:29:40 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3867 2022/12/04 15:30:17 - mmengine - INFO - Epoch(train) [7][2200/5005] lr: 9.9291e-02 eta: 19:29:27 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.2597 2022/12/04 15:30:29 - mmengine - INFO - Epoch(train) [7][2300/5005] lr: 9.9287e-02 eta: 19:29:14 time: 0.1232 data_time: 0.0008 memory: 4034 loss: 2.3827 2022/12/04 15:30:41 - mmengine - INFO - Epoch(train) [7][2400/5005] lr: 9.9282e-02 eta: 19:29:03 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.3958 2022/12/04 15:30:54 - mmengine - INFO - Epoch(train) [7][2500/5005] lr: 9.9278e-02 eta: 19:28:51 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.4709 2022/12/04 15:31:06 - mmengine - INFO - Epoch(train) [7][2600/5005] lr: 9.9274e-02 eta: 19:28:38 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3094 2022/12/04 15:31:19 - mmengine - INFO - Epoch(train) [7][2700/5005] lr: 9.9269e-02 eta: 19:28:26 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.4763 2022/12/04 15:31:31 - mmengine - INFO - Epoch(train) [7][2800/5005] lr: 9.9265e-02 eta: 19:28:13 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3752 2022/12/04 15:31:43 - mmengine - INFO - Epoch(train) [7][2900/5005] lr: 9.9260e-02 eta: 19:28:01 time: 0.1233 data_time: 0.0008 memory: 4034 loss: 2.4010 2022/12/04 15:31:52 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:31:56 - mmengine - INFO - Epoch(train) [7][3000/5005] lr: 9.9256e-02 eta: 19:27:48 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.1707 2022/12/04 15:32:08 - mmengine - INFO - Epoch(train) [7][3100/5005] lr: 9.9251e-02 eta: 19:27:36 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.3107 2022/12/04 15:32:20 - mmengine - INFO - Epoch(train) [7][3200/5005] lr: 9.9247e-02 eta: 19:27:24 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3702 2022/12/04 15:32:33 - mmengine - INFO - Epoch(train) [7][3300/5005] lr: 9.9242e-02 eta: 19:27:12 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.1795 2022/12/04 15:32:45 - mmengine - INFO - Epoch(train) [7][3400/5005] lr: 9.9238e-02 eta: 19:26:59 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.5541 2022/12/04 15:32:57 - mmengine - INFO - Epoch(train) [7][3500/5005] lr: 9.9233e-02 eta: 19:26:47 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.7633 2022/12/04 15:33:10 - mmengine - INFO - Epoch(train) [7][3600/5005] lr: 9.9228e-02 eta: 19:26:34 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.1637 2022/12/04 15:33:22 - mmengine - INFO - Epoch(train) [7][3700/5005] lr: 9.9224e-02 eta: 19:26:22 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.3478 2022/12/04 15:33:34 - mmengine - INFO - Epoch(train) [7][3800/5005] lr: 9.9219e-02 eta: 19:26:10 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.1859 2022/12/04 15:33:47 - mmengine - INFO - Epoch(train) [7][3900/5005] lr: 9.9215e-02 eta: 19:25:57 time: 0.1237 data_time: 0.0009 memory: 4034 loss: 2.4044 2022/12/04 15:33:55 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:33:59 - mmengine - INFO - Epoch(train) [7][4000/5005] lr: 9.9210e-02 eta: 19:25:45 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3370 2022/12/04 15:34:11 - mmengine - INFO - Epoch(train) [7][4100/5005] lr: 9.9205e-02 eta: 19:25:32 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.6724 2022/12/04 15:34:24 - mmengine - INFO - Epoch(train) [7][4200/5005] lr: 9.9201e-02 eta: 19:25:20 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.4628 2022/12/04 15:34:36 - mmengine - INFO - Epoch(train) [7][4300/5005] lr: 9.9196e-02 eta: 19:25:07 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.4693 2022/12/04 15:34:49 - mmengine - INFO - Epoch(train) [7][4400/5005] lr: 9.9191e-02 eta: 19:24:55 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.3158 2022/12/04 15:35:01 - mmengine - INFO - Epoch(train) [7][4500/5005] lr: 9.9187e-02 eta: 19:24:43 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.2813 2022/12/04 15:35:13 - mmengine - INFO - Epoch(train) [7][4600/5005] lr: 9.9182e-02 eta: 19:24:30 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.4658 2022/12/04 15:35:26 - mmengine - INFO - Epoch(train) [7][4700/5005] lr: 9.9177e-02 eta: 19:24:18 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2823 2022/12/04 15:35:38 - mmengine - INFO - Epoch(train) [7][4800/5005] lr: 9.9173e-02 eta: 19:24:05 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.4249 2022/12/04 15:35:50 - mmengine - INFO - Epoch(train) [7][4900/5005] lr: 9.9168e-02 eta: 19:23:53 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.3492 2022/12/04 15:35:59 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:36:03 - mmengine - INFO - Epoch(train) [7][5000/5005] lr: 9.9163e-02 eta: 19:23:41 time: 0.1245 data_time: 0.0019 memory: 4034 loss: 2.5572 2022/12/04 15:36:03 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:36:03 - mmengine - INFO - Saving checkpoint at 7 epochs 2022/12/04 15:36:10 - mmengine - INFO - Epoch(val) [7][100/196] eta: 0:00:03 time: 0.0350 data_time: 0.0079 memory: 4034 2022/12/04 15:36:23 - mmengine - INFO - Epoch(val) [7][196/196] accuracy/top1: 50.6400 accuracy/top5: 75.3400 2022/12/04 15:36:36 - mmengine - INFO - Epoch(train) [8][ 100/5005] lr: 9.9158e-02 eta: 19:23:32 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.0172 2022/12/04 15:36:48 - mmengine - INFO - Epoch(train) [8][ 200/5005] lr: 9.9153e-02 eta: 19:23:19 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3592 2022/12/04 15:37:00 - mmengine - INFO - Epoch(train) [8][ 300/5005] lr: 9.9148e-02 eta: 19:23:07 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3134 2022/12/04 15:37:13 - mmengine - INFO - Epoch(train) [8][ 400/5005] lr: 9.9144e-02 eta: 19:22:54 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.3509 2022/12/04 15:37:25 - mmengine - INFO - Epoch(train) [8][ 500/5005] lr: 9.9139e-02 eta: 19:22:42 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2827 2022/12/04 15:37:37 - mmengine - INFO - Epoch(train) [8][ 600/5005] lr: 9.9134e-02 eta: 19:22:29 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2901 2022/12/04 15:37:50 - mmengine - INFO - Epoch(train) [8][ 700/5005] lr: 9.9129e-02 eta: 19:22:17 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.2343 2022/12/04 15:38:02 - mmengine - INFO - Epoch(train) [8][ 800/5005] lr: 9.9124e-02 eta: 19:22:04 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.1318 2022/12/04 15:38:14 - mmengine - INFO - Epoch(train) [8][ 900/5005] lr: 9.9119e-02 eta: 19:21:52 time: 0.1234 data_time: 0.0008 memory: 4034 loss: 2.2817 2022/12/04 15:38:22 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:38:27 - mmengine - INFO - Epoch(train) [8][1000/5005] lr: 9.9114e-02 eta: 19:21:39 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2250 2022/12/04 15:38:39 - mmengine - INFO - Epoch(train) [8][1100/5005] lr: 9.9110e-02 eta: 19:21:27 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.3473 2022/12/04 15:38:51 - mmengine - INFO - Epoch(train) [8][1200/5005] lr: 9.9105e-02 eta: 19:21:14 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3026 2022/12/04 15:39:04 - mmengine - INFO - Epoch(train) [8][1300/5005] lr: 9.9100e-02 eta: 19:21:02 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.2671 2022/12/04 15:39:16 - mmengine - INFO - Epoch(train) [8][1400/5005] lr: 9.9095e-02 eta: 19:20:49 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3295 2022/12/04 15:39:28 - mmengine - INFO - Epoch(train) [8][1500/5005] lr: 9.9090e-02 eta: 19:20:37 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.2196 2022/12/04 15:39:41 - mmengine - INFO - Epoch(train) [8][1600/5005] lr: 9.9085e-02 eta: 19:20:24 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.3878 2022/12/04 15:39:53 - mmengine - INFO - Epoch(train) [8][1700/5005] lr: 9.9080e-02 eta: 19:20:12 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.4448 2022/12/04 15:40:05 - mmengine - INFO - Epoch(train) [8][1800/5005] lr: 9.9075e-02 eta: 19:19:59 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.1508 2022/12/04 15:40:18 - mmengine - INFO - Epoch(train) [8][1900/5005] lr: 9.9070e-02 eta: 19:19:47 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.4341 2022/12/04 15:40:26 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:40:30 - mmengine - INFO - Epoch(train) [8][2000/5005] lr: 9.9065e-02 eta: 19:19:34 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2945 2022/12/04 15:40:43 - mmengine - INFO - Epoch(train) [8][2100/5005] lr: 9.9060e-02 eta: 19:19:23 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.1473 2022/12/04 15:40:55 - mmengine - INFO - Epoch(train) [8][2200/5005] lr: 9.9055e-02 eta: 19:19:11 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.3688 2022/12/04 15:41:07 - mmengine - INFO - Epoch(train) [8][2300/5005] lr: 9.9050e-02 eta: 19:18:58 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.2316 2022/12/04 15:41:20 - mmengine - INFO - Epoch(train) [8][2400/5005] lr: 9.9045e-02 eta: 19:18:46 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3954 2022/12/04 15:41:32 - mmengine - INFO - Epoch(train) [8][2500/5005] lr: 9.9039e-02 eta: 19:18:33 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.3025 2022/12/04 15:41:44 - mmengine - INFO - Epoch(train) [8][2600/5005] lr: 9.9034e-02 eta: 19:18:21 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.4195 2022/12/04 15:41:57 - mmengine - INFO - Epoch(train) [8][2700/5005] lr: 9.9029e-02 eta: 19:18:11 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.0738 2022/12/04 15:42:09 - mmengine - INFO - Epoch(train) [8][2800/5005] lr: 9.9024e-02 eta: 19:17:59 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.1494 2022/12/04 15:42:22 - mmengine - INFO - Epoch(train) [8][2900/5005] lr: 9.9019e-02 eta: 19:17:46 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.4078 2022/12/04 15:42:30 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:42:34 - mmengine - INFO - Epoch(train) [8][3000/5005] lr: 9.9014e-02 eta: 19:17:34 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.2951 2022/12/04 15:42:46 - mmengine - INFO - Epoch(train) [8][3100/5005] lr: 9.9009e-02 eta: 19:17:21 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3969 2022/12/04 15:42:59 - mmengine - INFO - Epoch(train) [8][3200/5005] lr: 9.9003e-02 eta: 19:17:09 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 1.9432 2022/12/04 15:43:11 - mmengine - INFO - Epoch(train) [8][3300/5005] lr: 9.8998e-02 eta: 19:16:56 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.3424 2022/12/04 15:43:23 - mmengine - INFO - Epoch(train) [8][3400/5005] lr: 9.8993e-02 eta: 19:16:44 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.1660 2022/12/04 15:43:36 - mmengine - INFO - Epoch(train) [8][3500/5005] lr: 9.8988e-02 eta: 19:16:32 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2817 2022/12/04 15:43:48 - mmengine - INFO - Epoch(train) [8][3600/5005] lr: 9.8983e-02 eta: 19:16:19 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.1155 2022/12/04 15:44:00 - mmengine - INFO - Epoch(train) [8][3700/5005] lr: 9.8977e-02 eta: 19:16:07 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.0860 2022/12/04 15:44:13 - mmengine - INFO - Epoch(train) [8][3800/5005] lr: 9.8972e-02 eta: 19:15:55 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2703 2022/12/04 15:44:25 - mmengine - INFO - Epoch(train) [8][3900/5005] lr: 9.8967e-02 eta: 19:15:42 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3133 2022/12/04 15:44:33 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:44:38 - mmengine - INFO - Epoch(train) [8][4000/5005] lr: 9.8961e-02 eta: 19:15:30 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2851 2022/12/04 15:44:50 - mmengine - INFO - Epoch(train) [8][4100/5005] lr: 9.8956e-02 eta: 19:15:18 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2058 2022/12/04 15:45:02 - mmengine - INFO - Epoch(train) [8][4200/5005] lr: 9.8951e-02 eta: 19:15:05 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2208 2022/12/04 15:45:15 - mmengine - INFO - Epoch(train) [8][4300/5005] lr: 9.8945e-02 eta: 19:14:53 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2387 2022/12/04 15:45:27 - mmengine - INFO - Epoch(train) [8][4400/5005] lr: 9.8940e-02 eta: 19:14:40 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.0636 2022/12/04 15:45:39 - mmengine - INFO - Epoch(train) [8][4500/5005] lr: 9.8935e-02 eta: 19:14:28 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2594 2022/12/04 15:45:52 - mmengine - INFO - Epoch(train) [8][4600/5005] lr: 9.8929e-02 eta: 19:14:16 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2731 2022/12/04 15:46:04 - mmengine - INFO - Epoch(train) [8][4700/5005] lr: 9.8924e-02 eta: 19:14:03 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.1900 2022/12/04 15:46:16 - mmengine - INFO - Epoch(train) [8][4800/5005] lr: 9.8919e-02 eta: 19:13:51 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2937 2022/12/04 15:46:29 - mmengine - INFO - Epoch(train) [8][4900/5005] lr: 9.8913e-02 eta: 19:13:39 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2395 2022/12/04 15:46:37 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:46:41 - mmengine - INFO - Epoch(train) [8][5000/5005] lr: 9.8908e-02 eta: 19:13:26 time: 0.1244 data_time: 0.0019 memory: 4034 loss: 2.4575 2022/12/04 15:46:42 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:46:42 - mmengine - INFO - Saving checkpoint at 8 epochs 2022/12/04 15:46:48 - mmengine - INFO - Epoch(val) [8][100/196] eta: 0:00:03 time: 0.0349 data_time: 0.0078 memory: 4034 2022/12/04 15:47:01 - mmengine - INFO - Epoch(val) [8][196/196] accuracy/top1: 53.8980 accuracy/top5: 78.5920 2022/12/04 15:47:14 - mmengine - INFO - Epoch(train) [9][ 100/5005] lr: 9.8902e-02 eta: 19:13:16 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.6004 2022/12/04 15:47:26 - mmengine - INFO - Epoch(train) [9][ 200/5005] lr: 9.8897e-02 eta: 19:13:04 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.0945 2022/12/04 15:47:39 - mmengine - INFO - Epoch(train) [9][ 300/5005] lr: 9.8891e-02 eta: 19:12:51 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.1252 2022/12/04 15:47:51 - mmengine - INFO - Epoch(train) [9][ 400/5005] lr: 9.8886e-02 eta: 19:12:39 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.3063 2022/12/04 15:48:03 - mmengine - INFO - Epoch(train) [9][ 500/5005] lr: 9.8880e-02 eta: 19:12:26 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.2873 2022/12/04 15:48:16 - mmengine - INFO - Epoch(train) [9][ 600/5005] lr: 9.8875e-02 eta: 19:12:14 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.1822 2022/12/04 15:48:28 - mmengine - INFO - Epoch(train) [9][ 700/5005] lr: 9.8869e-02 eta: 19:12:01 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 1.9917 2022/12/04 15:48:40 - mmengine - INFO - Epoch(train) [9][ 800/5005] lr: 9.8864e-02 eta: 19:11:49 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2381 2022/12/04 15:48:53 - mmengine - INFO - Epoch(train) [9][ 900/5005] lr: 9.8858e-02 eta: 19:11:36 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.2941 2022/12/04 15:49:00 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:49:05 - mmengine - INFO - Epoch(train) [9][1000/5005] lr: 9.8852e-02 eta: 19:11:24 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.1897 2022/12/04 15:49:17 - mmengine - INFO - Epoch(train) [9][1100/5005] lr: 9.8847e-02 eta: 19:11:12 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.4057 2022/12/04 15:49:30 - mmengine - INFO - Epoch(train) [9][1200/5005] lr: 9.8841e-02 eta: 19:11:00 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.1974 2022/12/04 15:49:42 - mmengine - INFO - Epoch(train) [9][1300/5005] lr: 9.8836e-02 eta: 19:10:47 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.3370 2022/12/04 15:49:55 - mmengine - INFO - Epoch(train) [9][1400/5005] lr: 9.8830e-02 eta: 19:10:35 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3938 2022/12/04 15:50:07 - mmengine - INFO - Epoch(train) [9][1500/5005] lr: 9.8824e-02 eta: 19:10:22 time: 0.1246 data_time: 0.0009 memory: 4034 loss: 2.3357 2022/12/04 15:50:19 - mmengine - INFO - Epoch(train) [9][1600/5005] lr: 9.8819e-02 eta: 19:10:10 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.4026 2022/12/04 15:50:32 - mmengine - INFO - Epoch(train) [9][1700/5005] lr: 9.8813e-02 eta: 19:09:57 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.4185 2022/12/04 15:50:44 - mmengine - INFO - Epoch(train) [9][1800/5005] lr: 9.8807e-02 eta: 19:09:45 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.5174 2022/12/04 15:50:56 - mmengine - INFO - Epoch(train) [9][1900/5005] lr: 9.8802e-02 eta: 19:09:33 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.6603 2022/12/04 15:51:04 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:51:09 - mmengine - INFO - Epoch(train) [9][2000/5005] lr: 9.8796e-02 eta: 19:09:20 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.0777 2022/12/04 15:51:21 - mmengine - INFO - Epoch(train) [9][2100/5005] lr: 9.8790e-02 eta: 19:09:08 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.1789 2022/12/04 15:51:33 - mmengine - INFO - Epoch(train) [9][2200/5005] lr: 9.8785e-02 eta: 19:08:57 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2624 2022/12/04 15:51:46 - mmengine - INFO - Epoch(train) [9][2300/5005] lr: 9.8779e-02 eta: 19:08:44 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.4480 2022/12/04 15:51:58 - mmengine - INFO - Epoch(train) [9][2400/5005] lr: 9.8773e-02 eta: 19:08:32 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3572 2022/12/04 15:52:11 - mmengine - INFO - Epoch(train) [9][2500/5005] lr: 9.8767e-02 eta: 19:08:20 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.3054 2022/12/04 15:52:23 - mmengine - INFO - Epoch(train) [9][2600/5005] lr: 9.8762e-02 eta: 19:08:07 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.5565 2022/12/04 15:52:35 - mmengine - INFO - Epoch(train) [9][2700/5005] lr: 9.8756e-02 eta: 19:07:55 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.2596 2022/12/04 15:52:48 - mmengine - INFO - Epoch(train) [9][2800/5005] lr: 9.8750e-02 eta: 19:07:42 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.1761 2022/12/04 15:53:00 - mmengine - INFO - Epoch(train) [9][2900/5005] lr: 9.8744e-02 eta: 19:07:30 time: 0.1234 data_time: 0.0010 memory: 4034 loss: 2.2337 2022/12/04 15:53:07 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:53:12 - mmengine - INFO - Epoch(train) [9][3000/5005] lr: 9.8738e-02 eta: 19:07:17 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.4384 2022/12/04 15:53:25 - mmengine - INFO - Epoch(train) [9][3100/5005] lr: 9.8732e-02 eta: 19:07:05 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3687 2022/12/04 15:53:37 - mmengine - INFO - Epoch(train) [9][3200/5005] lr: 9.8727e-02 eta: 19:06:53 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3672 2022/12/04 15:53:49 - mmengine - INFO - Epoch(train) [9][3300/5005] lr: 9.8721e-02 eta: 19:06:41 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3825 2022/12/04 15:54:02 - mmengine - INFO - Epoch(train) [9][3400/5005] lr: 9.8715e-02 eta: 19:06:28 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3192 2022/12/04 15:54:14 - mmengine - INFO - Epoch(train) [9][3500/5005] lr: 9.8709e-02 eta: 19:06:16 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2996 2022/12/04 15:54:26 - mmengine - INFO - Epoch(train) [9][3600/5005] lr: 9.8703e-02 eta: 19:06:03 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.3704 2022/12/04 15:54:39 - mmengine - INFO - Epoch(train) [9][3700/5005] lr: 9.8697e-02 eta: 19:05:51 time: 0.1232 data_time: 0.0009 memory: 4034 loss: 2.3341 2022/12/04 15:54:51 - mmengine - INFO - Epoch(train) [9][3800/5005] lr: 9.8691e-02 eta: 19:05:38 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.1260 2022/12/04 15:55:04 - mmengine - INFO - Epoch(train) [9][3900/5005] lr: 9.8685e-02 eta: 19:05:26 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.3180 2022/12/04 15:55:11 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:55:16 - mmengine - INFO - Epoch(train) [9][4000/5005] lr: 9.8679e-02 eta: 19:05:14 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.0948 2022/12/04 15:55:28 - mmengine - INFO - Epoch(train) [9][4100/5005] lr: 9.8673e-02 eta: 19:05:01 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.0606 2022/12/04 15:55:41 - mmengine - INFO - Epoch(train) [9][4200/5005] lr: 9.8667e-02 eta: 19:04:49 time: 0.1255 data_time: 0.0009 memory: 4034 loss: 2.3071 2022/12/04 15:55:53 - mmengine - INFO - Epoch(train) [9][4300/5005] lr: 9.8661e-02 eta: 19:04:37 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.2078 2022/12/04 15:56:05 - mmengine - INFO - Epoch(train) [9][4400/5005] lr: 9.8655e-02 eta: 19:04:24 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.3854 2022/12/04 15:56:18 - mmengine - INFO - Epoch(train) [9][4500/5005] lr: 9.8649e-02 eta: 19:04:12 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2100 2022/12/04 15:56:30 - mmengine - INFO - Epoch(train) [9][4600/5005] lr: 9.8643e-02 eta: 19:03:59 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.3618 2022/12/04 15:56:42 - mmengine - INFO - Epoch(train) [9][4700/5005] lr: 9.8637e-02 eta: 19:03:47 time: 0.1258 data_time: 0.0009 memory: 4034 loss: 2.3124 2022/12/04 15:56:55 - mmengine - INFO - Epoch(train) [9][4800/5005] lr: 9.8631e-02 eta: 19:03:35 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2127 2022/12/04 15:57:07 - mmengine - INFO - Epoch(train) [9][4900/5005] lr: 9.8625e-02 eta: 19:03:22 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.2422 2022/12/04 15:57:15 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:57:19 - mmengine - INFO - Epoch(train) [9][5000/5005] lr: 9.8619e-02 eta: 19:03:10 time: 0.1242 data_time: 0.0018 memory: 4034 loss: 2.3899 2022/12/04 15:57:20 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:57:20 - mmengine - INFO - Saving checkpoint at 9 epochs 2022/12/04 15:57:27 - mmengine - INFO - Epoch(val) [9][100/196] eta: 0:00:03 time: 0.0349 data_time: 0.0078 memory: 4034 2022/12/04 15:57:40 - mmengine - INFO - Epoch(val) [9][196/196] accuracy/top1: 55.9660 accuracy/top5: 80.6200 2022/12/04 15:57:52 - mmengine - INFO - Epoch(train) [10][ 100/5005] lr: 9.8612e-02 eta: 19:02:59 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2019 2022/12/04 15:58:05 - mmengine - INFO - Epoch(train) [10][ 200/5005] lr: 9.8606e-02 eta: 19:02:47 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.2892 2022/12/04 15:58:17 - mmengine - INFO - Epoch(train) [10][ 300/5005] lr: 9.8600e-02 eta: 19:02:34 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 1.9202 2022/12/04 15:58:29 - mmengine - INFO - Epoch(train) [10][ 400/5005] lr: 9.8594e-02 eta: 19:02:23 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 1.9409 2022/12/04 15:58:42 - mmengine - INFO - Epoch(train) [10][ 500/5005] lr: 9.8588e-02 eta: 19:02:10 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 1.9925 2022/12/04 15:58:54 - mmengine - INFO - Epoch(train) [10][ 600/5005] lr: 9.8582e-02 eta: 19:01:58 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.3539 2022/12/04 15:59:06 - mmengine - INFO - Epoch(train) [10][ 700/5005] lr: 9.8575e-02 eta: 19:01:46 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.3298 2022/12/04 15:59:19 - mmengine - INFO - Epoch(train) [10][ 800/5005] lr: 9.8569e-02 eta: 19:01:33 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3292 2022/12/04 15:59:31 - mmengine - INFO - Epoch(train) [10][ 900/5005] lr: 9.8563e-02 eta: 19:01:21 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.3638 2022/12/04 15:59:38 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 15:59:44 - mmengine - INFO - Epoch(train) [10][1000/5005] lr: 9.8557e-02 eta: 19:01:09 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.0719 2022/12/04 15:59:56 - mmengine - INFO - Epoch(train) [10][1100/5005] lr: 9.8551e-02 eta: 19:00:56 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.1478 2022/12/04 16:00:08 - mmengine - INFO - Epoch(train) [10][1200/5005] lr: 9.8544e-02 eta: 19:00:44 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 1.9742 2022/12/04 16:00:21 - mmengine - INFO - Epoch(train) [10][1300/5005] lr: 9.8538e-02 eta: 19:00:32 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.3267 2022/12/04 16:00:33 - mmengine - INFO - Epoch(train) [10][1400/5005] lr: 9.8532e-02 eta: 19:00:20 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.4402 2022/12/04 16:00:45 - mmengine - INFO - Epoch(train) [10][1500/5005] lr: 9.8525e-02 eta: 19:00:07 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.2171 2022/12/04 16:00:58 - mmengine - INFO - Epoch(train) [10][1600/5005] lr: 9.8519e-02 eta: 18:59:55 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.1558 2022/12/04 16:01:10 - mmengine - INFO - Epoch(train) [10][1700/5005] lr: 9.8513e-02 eta: 18:59:42 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3519 2022/12/04 16:01:22 - mmengine - INFO - Epoch(train) [10][1800/5005] lr: 9.8507e-02 eta: 18:59:30 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.0750 2022/12/04 16:01:35 - mmengine - INFO - Epoch(train) [10][1900/5005] lr: 9.8500e-02 eta: 18:59:18 time: 0.1234 data_time: 0.0010 memory: 4034 loss: 2.5006 2022/12/04 16:01:42 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:01:47 - mmengine - INFO - Epoch(train) [10][2000/5005] lr: 9.8494e-02 eta: 18:59:05 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.1874 2022/12/04 16:02:00 - mmengine - INFO - Epoch(train) [10][2100/5005] lr: 9.8487e-02 eta: 18:58:53 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.3470 2022/12/04 16:02:12 - mmengine - INFO - Epoch(train) [10][2200/5005] lr: 9.8481e-02 eta: 18:58:41 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2267 2022/12/04 16:02:24 - mmengine - INFO - Epoch(train) [10][2300/5005] lr: 9.8475e-02 eta: 18:58:29 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.3013 2022/12/04 16:02:37 - mmengine - INFO - Epoch(train) [10][2400/5005] lr: 9.8468e-02 eta: 18:58:16 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.3357 2022/12/04 16:02:49 - mmengine - INFO - Epoch(train) [10][2500/5005] lr: 9.8462e-02 eta: 18:58:04 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2011 2022/12/04 16:03:01 - mmengine - INFO - Epoch(train) [10][2600/5005] lr: 9.8455e-02 eta: 18:57:52 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2597 2022/12/04 16:03:14 - mmengine - INFO - Epoch(train) [10][2700/5005] lr: 9.8449e-02 eta: 18:57:39 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2707 2022/12/04 16:03:26 - mmengine - INFO - Epoch(train) [10][2800/5005] lr: 9.8442e-02 eta: 18:57:27 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.1413 2022/12/04 16:03:39 - mmengine - INFO - Epoch(train) [10][2900/5005] lr: 9.8436e-02 eta: 18:57:15 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.0617 2022/12/04 16:03:45 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:03:51 - mmengine - INFO - Epoch(train) [10][3000/5005] lr: 9.8429e-02 eta: 18:57:03 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.1831 2022/12/04 16:04:03 - mmengine - INFO - Epoch(train) [10][3100/5005] lr: 9.8423e-02 eta: 18:56:50 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.1915 2022/12/04 16:04:16 - mmengine - INFO - Epoch(train) [10][3200/5005] lr: 9.8416e-02 eta: 18:56:38 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 1.9368 2022/12/04 16:04:28 - mmengine - INFO - Epoch(train) [10][3300/5005] lr: 9.8410e-02 eta: 18:56:26 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.4477 2022/12/04 16:04:40 - mmengine - INFO - Epoch(train) [10][3400/5005] lr: 9.8403e-02 eta: 18:56:14 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3508 2022/12/04 16:04:53 - mmengine - INFO - Epoch(train) [10][3500/5005] lr: 9.8397e-02 eta: 18:56:01 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.1401 2022/12/04 16:05:05 - mmengine - INFO - Epoch(train) [10][3600/5005] lr: 9.8390e-02 eta: 18:55:49 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3434 2022/12/04 16:05:18 - mmengine - INFO - Epoch(train) [10][3700/5005] lr: 9.8384e-02 eta: 18:55:37 time: 0.1284 data_time: 0.0010 memory: 4034 loss: 2.0930 2022/12/04 16:05:30 - mmengine - INFO - Epoch(train) [10][3800/5005] lr: 9.8377e-02 eta: 18:55:25 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 1.9322 2022/12/04 16:05:42 - mmengine - INFO - Epoch(train) [10][3900/5005] lr: 9.8370e-02 eta: 18:55:12 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3051 2022/12/04 16:05:49 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:05:55 - mmengine - INFO - Epoch(train) [10][4000/5005] lr: 9.8364e-02 eta: 18:55:00 time: 0.1234 data_time: 0.0010 memory: 4034 loss: 2.2005 2022/12/04 16:06:07 - mmengine - INFO - Epoch(train) [10][4100/5005] lr: 9.8357e-02 eta: 18:54:48 time: 0.1234 data_time: 0.0010 memory: 4034 loss: 2.3087 2022/12/04 16:06:19 - mmengine - INFO - Epoch(train) [10][4200/5005] lr: 9.8350e-02 eta: 18:54:36 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.2863 2022/12/04 16:06:32 - mmengine - INFO - Epoch(train) [10][4300/5005] lr: 9.8344e-02 eta: 18:54:24 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.3489 2022/12/04 16:06:44 - mmengine - INFO - Epoch(train) [10][4400/5005] lr: 9.8337e-02 eta: 18:54:12 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2474 2022/12/04 16:06:57 - mmengine - INFO - Epoch(train) [10][4500/5005] lr: 9.8330e-02 eta: 18:53:59 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2577 2022/12/04 16:07:09 - mmengine - INFO - Epoch(train) [10][4600/5005] lr: 9.8324e-02 eta: 18:53:47 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.4570 2022/12/04 16:07:21 - mmengine - INFO - Epoch(train) [10][4700/5005] lr: 9.8317e-02 eta: 18:53:35 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.1396 2022/12/04 16:07:34 - mmengine - INFO - Epoch(train) [10][4800/5005] lr: 9.8310e-02 eta: 18:53:23 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.0412 2022/12/04 16:07:46 - mmengine - INFO - Epoch(train) [10][4900/5005] lr: 9.8303e-02 eta: 18:53:10 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2818 2022/12/04 16:07:53 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:07:58 - mmengine - INFO - Epoch(train) [10][5000/5005] lr: 9.8297e-02 eta: 18:52:59 time: 0.1244 data_time: 0.0019 memory: 4034 loss: 2.2011 2022/12/04 16:07:59 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:07:59 - mmengine - INFO - Saving checkpoint at 10 epochs 2022/12/04 16:08:06 - mmengine - INFO - Epoch(val) [10][100/196] eta: 0:00:03 time: 0.0430 data_time: 0.0081 memory: 4034 2022/12/04 16:08:19 - mmengine - INFO - Epoch(val) [10][196/196] accuracy/top1: 54.3640 accuracy/top5: 79.3860 2022/12/04 16:08:32 - mmengine - INFO - Epoch(train) [11][ 100/5005] lr: 9.8290e-02 eta: 18:52:52 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.3597 2022/12/04 16:08:44 - mmengine - INFO - Epoch(train) [11][ 200/5005] lr: 9.8283e-02 eta: 18:52:39 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.4180 2022/12/04 16:08:56 - mmengine - INFO - Epoch(train) [11][ 300/5005] lr: 9.8276e-02 eta: 18:52:27 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2859 2022/12/04 16:09:09 - mmengine - INFO - Epoch(train) [11][ 400/5005] lr: 9.8269e-02 eta: 18:52:15 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.4056 2022/12/04 16:09:21 - mmengine - INFO - Epoch(train) [11][ 500/5005] lr: 9.8262e-02 eta: 18:52:02 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.0729 2022/12/04 16:09:34 - mmengine - INFO - Epoch(train) [11][ 600/5005] lr: 9.8256e-02 eta: 18:51:50 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.3451 2022/12/04 16:09:46 - mmengine - INFO - Epoch(train) [11][ 700/5005] lr: 9.8249e-02 eta: 18:51:38 time: 0.1233 data_time: 0.0009 memory: 4034 loss: 2.3010 2022/12/04 16:09:58 - mmengine - INFO - Epoch(train) [11][ 800/5005] lr: 9.8242e-02 eta: 18:51:25 time: 0.1234 data_time: 0.0010 memory: 4034 loss: 1.9575 2022/12/04 16:10:11 - mmengine - INFO - Epoch(train) [11][ 900/5005] lr: 9.8235e-02 eta: 18:51:13 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2705 2022/12/04 16:10:17 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:10:23 - mmengine - INFO - Epoch(train) [11][1000/5005] lr: 9.8228e-02 eta: 18:51:01 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.0800 2022/12/04 16:10:35 - mmengine - INFO - Epoch(train) [11][1100/5005] lr: 9.8221e-02 eta: 18:50:48 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.0864 2022/12/04 16:10:48 - mmengine - INFO - Epoch(train) [11][1200/5005] lr: 9.8214e-02 eta: 18:50:36 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.2741 2022/12/04 16:11:00 - mmengine - INFO - Epoch(train) [11][1300/5005] lr: 9.8207e-02 eta: 18:50:24 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.1983 2022/12/04 16:11:12 - mmengine - INFO - Epoch(train) [11][1400/5005] lr: 9.8200e-02 eta: 18:50:12 time: 0.1238 data_time: 0.0009 memory: 4034 loss: 2.2465 2022/12/04 16:11:25 - mmengine - INFO - Epoch(train) [11][1500/5005] lr: 9.8193e-02 eta: 18:49:59 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.1048 2022/12/04 16:11:37 - mmengine - INFO - Epoch(train) [11][1600/5005] lr: 9.8186e-02 eta: 18:49:47 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3644 2022/12/04 16:11:50 - mmengine - INFO - Epoch(train) [11][1700/5005] lr: 9.8179e-02 eta: 18:49:35 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.3009 2022/12/04 16:12:02 - mmengine - INFO - Epoch(train) [11][1800/5005] lr: 9.8172e-02 eta: 18:49:23 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.0809 2022/12/04 16:12:14 - mmengine - INFO - Epoch(train) [11][1900/5005] lr: 9.8165e-02 eta: 18:49:10 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.0196 2022/12/04 16:12:21 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:12:27 - mmengine - INFO - Epoch(train) [11][2000/5005] lr: 9.8158e-02 eta: 18:48:58 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.4514 2022/12/04 16:12:39 - mmengine - INFO - Epoch(train) [11][2100/5005] lr: 9.8151e-02 eta: 18:48:46 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.1643 2022/12/04 16:12:52 - mmengine - INFO - Epoch(train) [11][2200/5005] lr: 9.8144e-02 eta: 18:48:34 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.1748 2022/12/04 16:13:04 - mmengine - INFO - Epoch(train) [11][2300/5005] lr: 9.8137e-02 eta: 18:48:21 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.4488 2022/12/04 16:13:16 - mmengine - INFO - Epoch(train) [11][2400/5005] lr: 9.8130e-02 eta: 18:48:09 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2973 2022/12/04 16:13:29 - mmengine - INFO - Epoch(train) [11][2500/5005] lr: 9.8123e-02 eta: 18:47:57 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.2899 2022/12/04 16:13:41 - mmengine - INFO - Epoch(train) [11][2600/5005] lr: 9.8116e-02 eta: 18:47:44 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.0639 2022/12/04 16:13:53 - mmengine - INFO - Epoch(train) [11][2700/5005] lr: 9.8109e-02 eta: 18:47:32 time: 0.1234 data_time: 0.0010 memory: 4034 loss: 2.3994 2022/12/04 16:14:06 - mmengine - INFO - Epoch(train) [11][2800/5005] lr: 9.8102e-02 eta: 18:47:20 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.1962 2022/12/04 16:14:18 - mmengine - INFO - Epoch(train) [11][2900/5005] lr: 9.8095e-02 eta: 18:47:08 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.4490 2022/12/04 16:14:24 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:14:30 - mmengine - INFO - Epoch(train) [11][3000/5005] lr: 9.8087e-02 eta: 18:46:55 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.5464 2022/12/04 16:14:43 - mmengine - INFO - Epoch(train) [11][3100/5005] lr: 9.8080e-02 eta: 18:46:43 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 1.8501 2022/12/04 16:14:55 - mmengine - INFO - Epoch(train) [11][3200/5005] lr: 9.8073e-02 eta: 18:46:31 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.0138 2022/12/04 16:15:08 - mmengine - INFO - Epoch(train) [11][3300/5005] lr: 9.8066e-02 eta: 18:46:19 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.2512 2022/12/04 16:15:20 - mmengine - INFO - Epoch(train) [11][3400/5005] lr: 9.8059e-02 eta: 18:46:06 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.1296 2022/12/04 16:15:32 - mmengine - INFO - Epoch(train) [11][3500/5005] lr: 9.8051e-02 eta: 18:45:54 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.1136 2022/12/04 16:15:45 - mmengine - INFO - Epoch(train) [11][3600/5005] lr: 9.8044e-02 eta: 18:45:42 time: 0.1259 data_time: 0.0010 memory: 4034 loss: 2.1268 2022/12/04 16:15:57 - mmengine - INFO - Epoch(train) [11][3700/5005] lr: 9.8037e-02 eta: 18:45:30 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.1010 2022/12/04 16:16:10 - mmengine - INFO - Epoch(train) [11][3800/5005] lr: 9.8030e-02 eta: 18:45:18 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.1659 2022/12/04 16:16:22 - mmengine - INFO - Epoch(train) [11][3900/5005] lr: 9.8022e-02 eta: 18:45:05 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.0367 2022/12/04 16:16:28 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:16:34 - mmengine - INFO - Epoch(train) [11][4000/5005] lr: 9.8015e-02 eta: 18:44:53 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.1728 2022/12/04 16:16:47 - mmengine - INFO - Epoch(train) [11][4100/5005] lr: 9.8008e-02 eta: 18:44:41 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.1781 2022/12/04 16:16:59 - mmengine - INFO - Epoch(train) [11][4200/5005] lr: 9.8000e-02 eta: 18:44:29 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.1857 2022/12/04 16:17:11 - mmengine - INFO - Epoch(train) [11][4300/5005] lr: 9.7993e-02 eta: 18:44:17 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.0065 2022/12/04 16:17:24 - mmengine - INFO - Epoch(train) [11][4400/5005] lr: 9.7986e-02 eta: 18:44:05 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2597 2022/12/04 16:17:36 - mmengine - INFO - Epoch(train) [11][4500/5005] lr: 9.7978e-02 eta: 18:43:53 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2591 2022/12/04 16:17:49 - mmengine - INFO - Epoch(train) [11][4600/5005] lr: 9.7971e-02 eta: 18:43:41 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.0986 2022/12/04 16:18:01 - mmengine - INFO - Epoch(train) [11][4700/5005] lr: 9.7964e-02 eta: 18:43:28 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.2167 2022/12/04 16:18:13 - mmengine - INFO - Epoch(train) [11][4800/5005] lr: 9.7956e-02 eta: 18:43:16 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.1277 2022/12/04 16:18:26 - mmengine - INFO - Epoch(train) [11][4900/5005] lr: 9.7949e-02 eta: 18:43:04 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.2795 2022/12/04 16:18:32 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:18:38 - mmengine - INFO - Epoch(train) [11][5000/5005] lr: 9.7941e-02 eta: 18:42:52 time: 0.1245 data_time: 0.0019 memory: 4034 loss: 2.1631 2022/12/04 16:18:39 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:18:39 - mmengine - INFO - Saving checkpoint at 11 epochs 2022/12/04 16:18:45 - mmengine - INFO - Epoch(val) [11][100/196] eta: 0:00:03 time: 0.0350 data_time: 0.0079 memory: 4034 2022/12/04 16:18:59 - mmengine - INFO - Epoch(val) [11][196/196] accuracy/top1: 53.4220 accuracy/top5: 77.3420 2022/12/04 16:19:11 - mmengine - INFO - Epoch(train) [12][ 100/5005] lr: 9.7934e-02 eta: 18:42:41 time: 0.1234 data_time: 0.0010 memory: 4034 loss: 2.1771 2022/12/04 16:19:24 - mmengine - INFO - Epoch(train) [12][ 200/5005] lr: 9.7926e-02 eta: 18:42:29 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.0164 2022/12/04 16:19:36 - mmengine - INFO - Epoch(train) [12][ 300/5005] lr: 9.7919e-02 eta: 18:42:17 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.0376 2022/12/04 16:19:48 - mmengine - INFO - Epoch(train) [12][ 400/5005] lr: 9.7911e-02 eta: 18:42:04 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.3141 2022/12/04 16:20:01 - mmengine - INFO - Epoch(train) [12][ 500/5005] lr: 9.7904e-02 eta: 18:41:52 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1087 2022/12/04 16:20:13 - mmengine - INFO - Epoch(train) [12][ 600/5005] lr: 9.7896e-02 eta: 18:41:40 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 1.9382 2022/12/04 16:20:25 - mmengine - INFO - Epoch(train) [12][ 700/5005] lr: 9.7889e-02 eta: 18:41:28 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1039 2022/12/04 16:20:38 - mmengine - INFO - Epoch(train) [12][ 800/5005] lr: 9.7881e-02 eta: 18:41:15 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.0814 2022/12/04 16:20:50 - mmengine - INFO - Epoch(train) [12][ 900/5005] lr: 9.7874e-02 eta: 18:41:03 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1750 2022/12/04 16:20:56 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:21:03 - mmengine - INFO - Epoch(train) [12][1000/5005] lr: 9.7866e-02 eta: 18:40:51 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.1308 2022/12/04 16:21:15 - mmengine - INFO - Epoch(train) [12][1100/5005] lr: 9.7859e-02 eta: 18:40:38 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.0702 2022/12/04 16:21:27 - mmengine - INFO - Epoch(train) [12][1200/5005] lr: 9.7851e-02 eta: 18:40:26 time: 0.1261 data_time: 0.0010 memory: 4034 loss: 2.1791 2022/12/04 16:21:40 - mmengine - INFO - Epoch(train) [12][1300/5005] lr: 9.7843e-02 eta: 18:40:14 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 1.9529 2022/12/04 16:21:52 - mmengine - INFO - Epoch(train) [12][1400/5005] lr: 9.7836e-02 eta: 18:40:02 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.0334 2022/12/04 16:22:04 - mmengine - INFO - Epoch(train) [12][1500/5005] lr: 9.7828e-02 eta: 18:39:49 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.3672 2022/12/04 16:22:17 - mmengine - INFO - Epoch(train) [12][1600/5005] lr: 9.7821e-02 eta: 18:39:37 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2274 2022/12/04 16:22:29 - mmengine - INFO - Epoch(train) [12][1700/5005] lr: 9.7813e-02 eta: 18:39:25 time: 0.1238 data_time: 0.0009 memory: 4034 loss: 2.1613 2022/12/04 16:22:42 - mmengine - INFO - Epoch(train) [12][1800/5005] lr: 9.7805e-02 eta: 18:39:12 time: 0.1237 data_time: 0.0009 memory: 4034 loss: 2.1398 2022/12/04 16:22:54 - mmengine - INFO - Epoch(train) [12][1900/5005] lr: 9.7798e-02 eta: 18:39:00 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2840 2022/12/04 16:23:00 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:23:06 - mmengine - INFO - Epoch(train) [12][2000/5005] lr: 9.7790e-02 eta: 18:38:48 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2367 2022/12/04 16:23:19 - mmengine - INFO - Epoch(train) [12][2100/5005] lr: 9.7782e-02 eta: 18:38:36 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.2829 2022/12/04 16:23:31 - mmengine - INFO - Epoch(train) [12][2200/5005] lr: 9.7774e-02 eta: 18:38:23 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.2291 2022/12/04 16:23:43 - mmengine - INFO - Epoch(train) [12][2300/5005] lr: 9.7767e-02 eta: 18:38:11 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.2517 2022/12/04 16:23:56 - mmengine - INFO - Epoch(train) [12][2400/5005] lr: 9.7759e-02 eta: 18:37:59 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2249 2022/12/04 16:24:08 - mmengine - INFO - Epoch(train) [12][2500/5005] lr: 9.7751e-02 eta: 18:37:46 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.1275 2022/12/04 16:24:21 - mmengine - INFO - Epoch(train) [12][2600/5005] lr: 9.7744e-02 eta: 18:37:34 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.1285 2022/12/04 16:24:33 - mmengine - INFO - Epoch(train) [12][2700/5005] lr: 9.7736e-02 eta: 18:37:22 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.2278 2022/12/04 16:24:45 - mmengine - INFO - Epoch(train) [12][2800/5005] lr: 9.7728e-02 eta: 18:37:09 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.0071 2022/12/04 16:24:58 - mmengine - INFO - Epoch(train) [12][2900/5005] lr: 9.7720e-02 eta: 18:36:57 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.2504 2022/12/04 16:25:03 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:25:10 - mmengine - INFO - Epoch(train) [12][3000/5005] lr: 9.7712e-02 eta: 18:36:45 time: 0.1234 data_time: 0.0010 memory: 4034 loss: 2.2338 2022/12/04 16:25:22 - mmengine - INFO - Epoch(train) [12][3100/5005] lr: 9.7705e-02 eta: 18:36:32 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.1435 2022/12/04 16:25:35 - mmengine - INFO - Epoch(train) [12][3200/5005] lr: 9.7697e-02 eta: 18:36:20 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.1867 2022/12/04 16:25:47 - mmengine - INFO - Epoch(train) [12][3300/5005] lr: 9.7689e-02 eta: 18:36:08 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2181 2022/12/04 16:26:00 - mmengine - INFO - Epoch(train) [12][3400/5005] lr: 9.7681e-02 eta: 18:35:57 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.3389 2022/12/04 16:26:12 - mmengine - INFO - Epoch(train) [12][3500/5005] lr: 9.7673e-02 eta: 18:35:44 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2996 2022/12/04 16:26:24 - mmengine - INFO - Epoch(train) [12][3600/5005] lr: 9.7665e-02 eta: 18:35:32 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.2330 2022/12/04 16:26:37 - mmengine - INFO - Epoch(train) [12][3700/5005] lr: 9.7657e-02 eta: 18:35:20 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.1644 2022/12/04 16:26:49 - mmengine - INFO - Epoch(train) [12][3800/5005] lr: 9.7649e-02 eta: 18:35:08 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2150 2022/12/04 16:27:02 - mmengine - INFO - Epoch(train) [12][3900/5005] lr: 9.7641e-02 eta: 18:34:55 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.2195 2022/12/04 16:27:07 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:27:14 - mmengine - INFO - Epoch(train) [12][4000/5005] lr: 9.7633e-02 eta: 18:34:43 time: 0.1234 data_time: 0.0010 memory: 4034 loss: 2.3147 2022/12/04 16:27:26 - mmengine - INFO - Epoch(train) [12][4100/5005] lr: 9.7626e-02 eta: 18:34:31 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.1102 2022/12/04 16:27:39 - mmengine - INFO - Epoch(train) [12][4200/5005] lr: 9.7618e-02 eta: 18:34:18 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.5193 2022/12/04 16:27:51 - mmengine - INFO - Epoch(train) [12][4300/5005] lr: 9.7610e-02 eta: 18:34:06 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.3325 2022/12/04 16:28:03 - mmengine - INFO - Epoch(train) [12][4400/5005] lr: 9.7602e-02 eta: 18:33:54 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.1076 2022/12/04 16:28:16 - mmengine - INFO - Epoch(train) [12][4500/5005] lr: 9.7594e-02 eta: 18:33:41 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.2326 2022/12/04 16:28:28 - mmengine - INFO - Epoch(train) [12][4600/5005] lr: 9.7586e-02 eta: 18:33:29 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1610 2022/12/04 16:28:41 - mmengine - INFO - Epoch(train) [12][4700/5005] lr: 9.7577e-02 eta: 18:33:17 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.1861 2022/12/04 16:28:53 - mmengine - INFO - Epoch(train) [12][4800/5005] lr: 9.7569e-02 eta: 18:33:04 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2488 2022/12/04 16:29:05 - mmengine - INFO - Epoch(train) [12][4900/5005] lr: 9.7561e-02 eta: 18:32:52 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.2547 2022/12/04 16:29:11 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:29:18 - mmengine - INFO - Epoch(train) [12][5000/5005] lr: 9.7553e-02 eta: 18:32:40 time: 0.1244 data_time: 0.0018 memory: 4034 loss: 2.3665 2022/12/04 16:29:18 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:29:18 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/12/04 16:29:25 - mmengine - INFO - Epoch(val) [12][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0081 memory: 4034 2022/12/04 16:29:38 - mmengine - INFO - Epoch(val) [12][196/196] accuracy/top1: 56.5380 accuracy/top5: 81.0680 2022/12/04 16:29:51 - mmengine - INFO - Epoch(train) [13][ 100/5005] lr: 9.7545e-02 eta: 18:32:28 time: 0.1234 data_time: 0.0009 memory: 4034 loss: 2.1510 2022/12/04 16:30:03 - mmengine - INFO - Epoch(train) [13][ 200/5005] lr: 9.7537e-02 eta: 18:32:16 time: 0.1237 data_time: 0.0009 memory: 4034 loss: 2.1024 2022/12/04 16:30:15 - mmengine - INFO - Epoch(train) [13][ 300/5005] lr: 9.7529e-02 eta: 18:32:04 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2359 2022/12/04 16:30:28 - mmengine - INFO - Epoch(train) [13][ 400/5005] lr: 9.7520e-02 eta: 18:31:52 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.1917 2022/12/04 16:30:40 - mmengine - INFO - Epoch(train) [13][ 500/5005] lr: 9.7512e-02 eta: 18:31:39 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2117 2022/12/04 16:30:52 - mmengine - INFO - Epoch(train) [13][ 600/5005] lr: 9.7504e-02 eta: 18:31:27 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.1109 2022/12/04 16:31:05 - mmengine - INFO - Epoch(train) [13][ 700/5005] lr: 9.7496e-02 eta: 18:31:15 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.1567 2022/12/04 16:31:17 - mmengine - INFO - Epoch(train) [13][ 800/5005] lr: 9.7488e-02 eta: 18:31:03 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1026 2022/12/04 16:31:30 - mmengine - INFO - Epoch(train) [13][ 900/5005] lr: 9.7480e-02 eta: 18:30:51 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1901 2022/12/04 16:31:35 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:31:42 - mmengine - INFO - Epoch(train) [13][1000/5005] lr: 9.7471e-02 eta: 18:30:38 time: 0.1237 data_time: 0.0009 memory: 4034 loss: 2.1149 2022/12/04 16:31:54 - mmengine - INFO - Epoch(train) [13][1100/5005] lr: 9.7463e-02 eta: 18:30:26 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.1954 2022/12/04 16:32:07 - mmengine - INFO - Epoch(train) [13][1200/5005] lr: 9.7455e-02 eta: 18:30:14 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.1339 2022/12/04 16:32:19 - mmengine - INFO - Epoch(train) [13][1300/5005] lr: 9.7447e-02 eta: 18:30:02 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 1.9559 2022/12/04 16:32:31 - mmengine - INFO - Epoch(train) [13][1400/5005] lr: 9.7438e-02 eta: 18:29:49 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.0867 2022/12/04 16:32:44 - mmengine - INFO - Epoch(train) [13][1500/5005] lr: 9.7430e-02 eta: 18:29:37 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.1577 2022/12/04 16:32:56 - mmengine - INFO - Epoch(train) [13][1600/5005] lr: 9.7422e-02 eta: 18:29:25 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.0464 2022/12/04 16:33:09 - mmengine - INFO - Epoch(train) [13][1700/5005] lr: 9.7414e-02 eta: 18:29:13 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.0655 2022/12/04 16:33:21 - mmengine - INFO - Epoch(train) [13][1800/5005] lr: 9.7405e-02 eta: 18:29:00 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0661 2022/12/04 16:33:33 - mmengine - INFO - Epoch(train) [13][1900/5005] lr: 9.7397e-02 eta: 18:28:48 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.1558 2022/12/04 16:33:38 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:33:46 - mmengine - INFO - Epoch(train) [13][2000/5005] lr: 9.7389e-02 eta: 18:28:36 time: 0.1237 data_time: 0.0009 memory: 4034 loss: 2.1318 2022/12/04 16:33:58 - mmengine - INFO - Epoch(train) [13][2100/5005] lr: 9.7380e-02 eta: 18:28:24 time: 0.1237 data_time: 0.0009 memory: 4034 loss: 2.1139 2022/12/04 16:34:11 - mmengine - INFO - Epoch(train) [13][2200/5005] lr: 9.7372e-02 eta: 18:28:12 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.1678 2022/12/04 16:34:23 - mmengine - INFO - Epoch(train) [13][2300/5005] lr: 9.7364e-02 eta: 18:28:00 time: 0.1238 data_time: 0.0009 memory: 4034 loss: 2.1468 2022/12/04 16:34:35 - mmengine - INFO - Epoch(train) [13][2400/5005] lr: 9.7355e-02 eta: 18:27:48 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.1163 2022/12/04 16:34:48 - mmengine - INFO - Epoch(train) [13][2500/5005] lr: 9.7347e-02 eta: 18:27:36 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.0261 2022/12/04 16:35:00 - mmengine - INFO - Epoch(train) [13][2600/5005] lr: 9.7338e-02 eta: 18:27:24 time: 0.1238 data_time: 0.0009 memory: 4034 loss: 2.4142 2022/12/04 16:35:13 - mmengine - INFO - Epoch(train) [13][2700/5005] lr: 9.7330e-02 eta: 18:27:12 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.2616 2022/12/04 16:35:25 - mmengine - INFO - Epoch(train) [13][2800/5005] lr: 9.7322e-02 eta: 18:27:00 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.3686 2022/12/04 16:35:37 - mmengine - INFO - Epoch(train) [13][2900/5005] lr: 9.7313e-02 eta: 18:26:47 time: 0.1237 data_time: 0.0009 memory: 4034 loss: 2.3743 2022/12/04 16:35:42 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:35:50 - mmengine - INFO - Epoch(train) [13][3000/5005] lr: 9.7305e-02 eta: 18:26:36 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 1.9454 2022/12/04 16:36:02 - mmengine - INFO - Epoch(train) [13][3100/5005] lr: 9.7296e-02 eta: 18:26:24 time: 0.1298 data_time: 0.0009 memory: 4034 loss: 2.0613 2022/12/04 16:36:15 - mmengine - INFO - Epoch(train) [13][3200/5005] lr: 9.7288e-02 eta: 18:26:12 time: 0.1237 data_time: 0.0009 memory: 4034 loss: 2.2457 2022/12/04 16:36:27 - mmengine - INFO - Epoch(train) [13][3300/5005] lr: 9.7279e-02 eta: 18:26:00 time: 0.1237 data_time: 0.0009 memory: 4034 loss: 2.2149 2022/12/04 16:36:39 - mmengine - INFO - Epoch(train) [13][3400/5005] lr: 9.7271e-02 eta: 18:25:47 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2790 2022/12/04 16:36:52 - mmengine - INFO - Epoch(train) [13][3500/5005] lr: 9.7262e-02 eta: 18:25:35 time: 0.1237 data_time: 0.0009 memory: 4034 loss: 2.0875 2022/12/04 16:37:04 - mmengine - INFO - Epoch(train) [13][3600/5005] lr: 9.7254e-02 eta: 18:25:23 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 1.9556 2022/12/04 16:37:17 - mmengine - INFO - Epoch(train) [13][3700/5005] lr: 9.7245e-02 eta: 18:25:11 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 1.9295 2022/12/04 16:37:29 - mmengine - INFO - Epoch(train) [13][3800/5005] lr: 9.7236e-02 eta: 18:24:59 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2038 2022/12/04 16:37:41 - mmengine - INFO - Epoch(train) [13][3900/5005] lr: 9.7228e-02 eta: 18:24:47 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.0704 2022/12/04 16:37:46 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:37:54 - mmengine - INFO - Epoch(train) [13][4000/5005] lr: 9.7219e-02 eta: 18:24:34 time: 0.1238 data_time: 0.0009 memory: 4034 loss: 2.1018 2022/12/04 16:38:06 - mmengine - INFO - Epoch(train) [13][4100/5005] lr: 9.7211e-02 eta: 18:24:22 time: 0.1237 data_time: 0.0009 memory: 4034 loss: 2.1135 2022/12/04 16:38:19 - mmengine - INFO - Epoch(train) [13][4200/5005] lr: 9.7202e-02 eta: 18:24:10 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.2841 2022/12/04 16:38:31 - mmengine - INFO - Epoch(train) [13][4300/5005] lr: 9.7193e-02 eta: 18:23:58 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.2699 2022/12/04 16:38:43 - mmengine - INFO - Epoch(train) [13][4400/5005] lr: 9.7185e-02 eta: 18:23:45 time: 0.1238 data_time: 0.0009 memory: 4034 loss: 2.0261 2022/12/04 16:38:56 - mmengine - INFO - Epoch(train) [13][4500/5005] lr: 9.7176e-02 eta: 18:23:33 time: 0.1238 data_time: 0.0009 memory: 4034 loss: 2.3129 2022/12/04 16:39:08 - mmengine - INFO - Epoch(train) [13][4600/5005] lr: 9.7167e-02 eta: 18:23:21 time: 0.1237 data_time: 0.0009 memory: 4034 loss: 2.2593 2022/12/04 16:39:21 - mmengine - INFO - Epoch(train) [13][4700/5005] lr: 9.7159e-02 eta: 18:23:09 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.2787 2022/12/04 16:39:33 - mmengine - INFO - Epoch(train) [13][4800/5005] lr: 9.7150e-02 eta: 18:22:57 time: 0.1237 data_time: 0.0009 memory: 4034 loss: 2.3374 2022/12/04 16:39:45 - mmengine - INFO - Epoch(train) [13][4900/5005] lr: 9.7141e-02 eta: 18:22:44 time: 0.1237 data_time: 0.0009 memory: 4034 loss: 2.1722 2022/12/04 16:39:50 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:39:58 - mmengine - INFO - Epoch(train) [13][5000/5005] lr: 9.7133e-02 eta: 18:22:32 time: 0.1246 data_time: 0.0018 memory: 4034 loss: 2.0231 2022/12/04 16:39:58 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:39:58 - mmengine - INFO - Saving checkpoint at 13 epochs 2022/12/04 16:40:05 - mmengine - INFO - Epoch(val) [13][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0080 memory: 4034 2022/12/04 16:40:18 - mmengine - INFO - Epoch(val) [13][196/196] accuracy/top1: 57.4500 accuracy/top5: 81.9800 2022/12/04 16:40:31 - mmengine - INFO - Epoch(train) [14][ 100/5005] lr: 9.7123e-02 eta: 18:22:21 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 1.9754 2022/12/04 16:40:43 - mmengine - INFO - Epoch(train) [14][ 200/5005] lr: 9.7115e-02 eta: 18:22:09 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.0231 2022/12/04 16:40:55 - mmengine - INFO - Epoch(train) [14][ 300/5005] lr: 9.7106e-02 eta: 18:21:56 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.3140 2022/12/04 16:41:08 - mmengine - INFO - Epoch(train) [14][ 400/5005] lr: 9.7097e-02 eta: 18:21:44 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.2194 2022/12/04 16:41:20 - mmengine - INFO - Epoch(train) [14][ 500/5005] lr: 9.7088e-02 eta: 18:21:32 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.3894 2022/12/04 16:41:32 - mmengine - INFO - Epoch(train) [14][ 600/5005] lr: 9.7080e-02 eta: 18:21:20 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.2151 2022/12/04 16:41:45 - mmengine - INFO - Epoch(train) [14][ 700/5005] lr: 9.7071e-02 eta: 18:21:07 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.0028 2022/12/04 16:41:57 - mmengine - INFO - Epoch(train) [14][ 800/5005] lr: 9.7062e-02 eta: 18:20:55 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2737 2022/12/04 16:42:10 - mmengine - INFO - Epoch(train) [14][ 900/5005] lr: 9.7053e-02 eta: 18:20:43 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.2320 2022/12/04 16:42:14 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:42:22 - mmengine - INFO - Epoch(train) [14][1000/5005] lr: 9.7044e-02 eta: 18:20:30 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.0537 2022/12/04 16:42:34 - mmengine - INFO - Epoch(train) [14][1100/5005] lr: 9.7035e-02 eta: 18:20:18 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1155 2022/12/04 16:42:47 - mmengine - INFO - Epoch(train) [14][1200/5005] lr: 9.7026e-02 eta: 18:20:06 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 1.8667 2022/12/04 16:42:59 - mmengine - INFO - Epoch(train) [14][1300/5005] lr: 9.7018e-02 eta: 18:19:54 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1078 2022/12/04 16:43:12 - mmengine - INFO - Epoch(train) [14][1400/5005] lr: 9.7009e-02 eta: 18:19:42 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 2.2552 2022/12/04 16:43:24 - mmengine - INFO - Epoch(train) [14][1500/5005] lr: 9.7000e-02 eta: 18:19:29 time: 0.1235 data_time: 0.0009 memory: 4034 loss: 1.8945 2022/12/04 16:43:36 - mmengine - INFO - Epoch(train) [14][1600/5005] lr: 9.6991e-02 eta: 18:19:17 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1794 2022/12/04 16:43:49 - mmengine - INFO - Epoch(train) [14][1700/5005] lr: 9.6982e-02 eta: 18:19:05 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 1.8656 2022/12/04 16:44:01 - mmengine - INFO - Epoch(train) [14][1800/5005] lr: 9.6973e-02 eta: 18:18:53 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.2285 2022/12/04 16:44:13 - mmengine - INFO - Epoch(train) [14][1900/5005] lr: 9.6964e-02 eta: 18:18:41 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.2786 2022/12/04 16:44:18 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:44:26 - mmengine - INFO - Epoch(train) [14][2000/5005] lr: 9.6955e-02 eta: 18:18:28 time: 0.1235 data_time: 0.0011 memory: 4034 loss: 2.2550 2022/12/04 16:44:38 - mmengine - INFO - Epoch(train) [14][2100/5005] lr: 9.6946e-02 eta: 18:18:16 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.2851 2022/12/04 16:44:51 - mmengine - INFO - Epoch(train) [14][2200/5005] lr: 9.6937e-02 eta: 18:18:04 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1465 2022/12/04 16:45:03 - mmengine - INFO - Epoch(train) [14][2300/5005] lr: 9.6928e-02 eta: 18:17:51 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1276 2022/12/04 16:45:15 - mmengine - INFO - Epoch(train) [14][2400/5005] lr: 9.6919e-02 eta: 18:17:39 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.2114 2022/12/04 16:45:28 - mmengine - INFO - Epoch(train) [14][2500/5005] lr: 9.6910e-02 eta: 18:17:27 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.3077 2022/12/04 16:45:40 - mmengine - INFO - Epoch(train) [14][2600/5005] lr: 9.6901e-02 eta: 18:17:15 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 1.9978 2022/12/04 16:45:53 - mmengine - INFO - Epoch(train) [14][2700/5005] lr: 9.6892e-02 eta: 18:17:03 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.3785 2022/12/04 16:46:05 - mmengine - INFO - Epoch(train) [14][2800/5005] lr: 9.6883e-02 eta: 18:16:50 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.2276 2022/12/04 16:46:17 - mmengine - INFO - Epoch(train) [14][2900/5005] lr: 9.6874e-02 eta: 18:16:38 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1313 2022/12/04 16:46:22 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:46:30 - mmengine - INFO - Epoch(train) [14][3000/5005] lr: 9.6864e-02 eta: 18:16:26 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 1.9707 2022/12/04 16:46:42 - mmengine - INFO - Epoch(train) [14][3100/5005] lr: 9.6855e-02 eta: 18:16:14 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.3707 2022/12/04 16:46:55 - mmengine - INFO - Epoch(train) [14][3200/5005] lr: 9.6846e-02 eta: 18:16:01 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1396 2022/12/04 16:47:07 - mmengine - INFO - Epoch(train) [14][3300/5005] lr: 9.6837e-02 eta: 18:15:49 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.1004 2022/12/04 16:47:19 - mmengine - INFO - Epoch(train) [14][3400/5005] lr: 9.6828e-02 eta: 18:15:37 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.0727 2022/12/04 16:47:32 - mmengine - INFO - Epoch(train) [14][3500/5005] lr: 9.6819e-02 eta: 18:15:25 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1777 2022/12/04 16:47:44 - mmengine - INFO - Epoch(train) [14][3600/5005] lr: 9.6810e-02 eta: 18:15:13 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0499 2022/12/04 16:47:57 - mmengine - INFO - Epoch(train) [14][3700/5005] lr: 9.6800e-02 eta: 18:15:01 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1653 2022/12/04 16:48:09 - mmengine - INFO - Epoch(train) [14][3800/5005] lr: 9.6791e-02 eta: 18:14:48 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1120 2022/12/04 16:48:21 - mmengine - INFO - Epoch(train) [14][3900/5005] lr: 9.6782e-02 eta: 18:14:36 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.0571 2022/12/04 16:48:26 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:48:34 - mmengine - INFO - Epoch(train) [14][4000/5005] lr: 9.6773e-02 eta: 18:14:24 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.1121 2022/12/04 16:48:46 - mmengine - INFO - Epoch(train) [14][4100/5005] lr: 9.6763e-02 eta: 18:14:12 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 1.9817 2022/12/04 16:48:58 - mmengine - INFO - Epoch(train) [14][4200/5005] lr: 9.6754e-02 eta: 18:14:00 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.0576 2022/12/04 16:49:11 - mmengine - INFO - Epoch(train) [14][4300/5005] lr: 9.6745e-02 eta: 18:13:48 time: 0.1237 data_time: 0.0009 memory: 4034 loss: 2.1828 2022/12/04 16:49:23 - mmengine - INFO - Epoch(train) [14][4400/5005] lr: 9.6736e-02 eta: 18:13:35 time: 0.1236 data_time: 0.0009 memory: 4034 loss: 2.1283 2022/12/04 16:49:36 - mmengine - INFO - Epoch(train) [14][4500/5005] lr: 9.6726e-02 eta: 18:13:23 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2433 2022/12/04 16:49:48 - mmengine - INFO - Epoch(train) [14][4600/5005] lr: 9.6717e-02 eta: 18:13:11 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.1446 2022/12/04 16:50:00 - mmengine - INFO - Epoch(train) [14][4700/5005] lr: 9.6708e-02 eta: 18:12:58 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 1.7969 2022/12/04 16:50:13 - mmengine - INFO - Epoch(train) [14][4800/5005] lr: 9.6698e-02 eta: 18:12:46 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1086 2022/12/04 16:50:25 - mmengine - INFO - Epoch(train) [14][4900/5005] lr: 9.6689e-02 eta: 18:12:34 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.0386 2022/12/04 16:50:30 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:50:38 - mmengine - INFO - Epoch(train) [14][5000/5005] lr: 9.6680e-02 eta: 18:12:22 time: 0.1246 data_time: 0.0018 memory: 4034 loss: 2.4919 2022/12/04 16:50:38 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:50:38 - mmengine - INFO - Saving checkpoint at 14 epochs 2022/12/04 16:50:45 - mmengine - INFO - Epoch(val) [14][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0084 memory: 4034 2022/12/04 16:50:58 - mmengine - INFO - Epoch(val) [14][196/196] accuracy/top1: 56.8480 accuracy/top5: 80.9480 2022/12/04 16:51:10 - mmengine - INFO - Epoch(train) [15][ 100/5005] lr: 9.6670e-02 eta: 18:12:10 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.0794 2022/12/04 16:51:23 - mmengine - INFO - Epoch(train) [15][ 200/5005] lr: 9.6660e-02 eta: 18:11:58 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 1.9997 2022/12/04 16:51:35 - mmengine - INFO - Epoch(train) [15][ 300/5005] lr: 9.6651e-02 eta: 18:11:46 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0477 2022/12/04 16:51:48 - mmengine - INFO - Epoch(train) [15][ 400/5005] lr: 9.6642e-02 eta: 18:11:33 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.0368 2022/12/04 16:52:00 - mmengine - INFO - Epoch(train) [15][ 500/5005] lr: 9.6632e-02 eta: 18:11:21 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1888 2022/12/04 16:52:12 - mmengine - INFO - Epoch(train) [15][ 600/5005] lr: 9.6623e-02 eta: 18:11:09 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 1.8799 2022/12/04 16:52:25 - mmengine - INFO - Epoch(train) [15][ 700/5005] lr: 9.6613e-02 eta: 18:10:57 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0628 2022/12/04 16:52:37 - mmengine - INFO - Epoch(train) [15][ 800/5005] lr: 9.6604e-02 eta: 18:10:44 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.1913 2022/12/04 16:52:49 - mmengine - INFO - Epoch(train) [15][ 900/5005] lr: 9.6594e-02 eta: 18:10:32 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1929 2022/12/04 16:52:53 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:53:02 - mmengine - INFO - Epoch(train) [15][1000/5005] lr: 9.6585e-02 eta: 18:10:20 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 1.9165 2022/12/04 16:53:14 - mmengine - INFO - Epoch(train) [15][1100/5005] lr: 9.6575e-02 eta: 18:10:08 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1103 2022/12/04 16:53:27 - mmengine - INFO - Epoch(train) [15][1200/5005] lr: 9.6566e-02 eta: 18:09:55 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.2110 2022/12/04 16:53:39 - mmengine - INFO - Epoch(train) [15][1300/5005] lr: 9.6556e-02 eta: 18:09:43 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 1.8624 2022/12/04 16:53:51 - mmengine - INFO - Epoch(train) [15][1400/5005] lr: 9.6547e-02 eta: 18:09:31 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1793 2022/12/04 16:54:04 - mmengine - INFO - Epoch(train) [15][1500/5005] lr: 9.6537e-02 eta: 18:09:18 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1071 2022/12/04 16:54:16 - mmengine - INFO - Epoch(train) [15][1600/5005] lr: 9.6528e-02 eta: 18:09:06 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 1.7936 2022/12/04 16:54:29 - mmengine - INFO - Epoch(train) [15][1700/5005] lr: 9.6518e-02 eta: 18:08:54 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.3146 2022/12/04 16:54:41 - mmengine - INFO - Epoch(train) [15][1800/5005] lr: 9.6508e-02 eta: 18:08:42 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1538 2022/12/04 16:54:53 - mmengine - INFO - Epoch(train) [15][1900/5005] lr: 9.6499e-02 eta: 18:08:29 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0283 2022/12/04 16:54:57 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:55:06 - mmengine - INFO - Epoch(train) [15][2000/5005] lr: 9.6489e-02 eta: 18:08:17 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2231 2022/12/04 16:55:18 - mmengine - INFO - Epoch(train) [15][2100/5005] lr: 9.6479e-02 eta: 18:08:05 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.0041 2022/12/04 16:55:31 - mmengine - INFO - Epoch(train) [15][2200/5005] lr: 9.6470e-02 eta: 18:07:53 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0282 2022/12/04 16:55:43 - mmengine - INFO - Epoch(train) [15][2300/5005] lr: 9.6460e-02 eta: 18:07:41 time: 0.1251 data_time: 0.0010 memory: 4034 loss: 2.0393 2022/12/04 16:55:55 - mmengine - INFO - Epoch(train) [15][2400/5005] lr: 9.6451e-02 eta: 18:07:29 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1168 2022/12/04 16:56:08 - mmengine - INFO - Epoch(train) [15][2500/5005] lr: 9.6441e-02 eta: 18:07:17 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0157 2022/12/04 16:56:20 - mmengine - INFO - Epoch(train) [15][2600/5005] lr: 9.6431e-02 eta: 18:07:05 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1166 2022/12/04 16:56:33 - mmengine - INFO - Epoch(train) [15][2700/5005] lr: 9.6421e-02 eta: 18:06:52 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0216 2022/12/04 16:56:45 - mmengine - INFO - Epoch(train) [15][2800/5005] lr: 9.6412e-02 eta: 18:06:40 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1734 2022/12/04 16:56:57 - mmengine - INFO - Epoch(train) [15][2900/5005] lr: 9.6402e-02 eta: 18:06:28 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.0326 2022/12/04 16:57:01 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:57:10 - mmengine - INFO - Epoch(train) [15][3000/5005] lr: 9.6392e-02 eta: 18:06:16 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 1.7266 2022/12/04 16:57:22 - mmengine - INFO - Epoch(train) [15][3100/5005] lr: 9.6382e-02 eta: 18:06:03 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0788 2022/12/04 16:57:35 - mmengine - INFO - Epoch(train) [15][3200/5005] lr: 9.6373e-02 eta: 18:05:51 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1327 2022/12/04 16:57:47 - mmengine - INFO - Epoch(train) [15][3300/5005] lr: 9.6363e-02 eta: 18:05:39 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.0948 2022/12/04 16:57:59 - mmengine - INFO - Epoch(train) [15][3400/5005] lr: 9.6353e-02 eta: 18:05:27 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2245 2022/12/04 16:58:12 - mmengine - INFO - Epoch(train) [15][3500/5005] lr: 9.6343e-02 eta: 18:05:15 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1584 2022/12/04 16:58:24 - mmengine - INFO - Epoch(train) [15][3600/5005] lr: 9.6333e-02 eta: 18:05:02 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.2528 2022/12/04 16:58:37 - mmengine - INFO - Epoch(train) [15][3700/5005] lr: 9.6324e-02 eta: 18:04:51 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 1.9104 2022/12/04 16:58:49 - mmengine - INFO - Epoch(train) [15][3800/5005] lr: 9.6314e-02 eta: 18:04:38 time: 0.1240 data_time: 0.0010 memory: 4034 loss: 2.0587 2022/12/04 16:59:01 - mmengine - INFO - Epoch(train) [15][3900/5005] lr: 9.6304e-02 eta: 18:04:26 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2058 2022/12/04 16:59:05 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 16:59:14 - mmengine - INFO - Epoch(train) [15][4000/5005] lr: 9.6294e-02 eta: 18:04:14 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2071 2022/12/04 16:59:26 - mmengine - INFO - Epoch(train) [15][4100/5005] lr: 9.6284e-02 eta: 18:04:02 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0974 2022/12/04 16:59:39 - mmengine - INFO - Epoch(train) [15][4200/5005] lr: 9.6274e-02 eta: 18:03:50 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.1248 2022/12/04 16:59:51 - mmengine - INFO - Epoch(train) [15][4300/5005] lr: 9.6264e-02 eta: 18:03:37 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 1.9658 2022/12/04 17:00:03 - mmengine - INFO - Epoch(train) [15][4400/5005] lr: 9.6254e-02 eta: 18:03:25 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 1.8884 2022/12/04 17:00:16 - mmengine - INFO - Epoch(train) [15][4500/5005] lr: 9.6244e-02 eta: 18:03:13 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.9605 2022/12/04 17:00:28 - mmengine - INFO - Epoch(train) [15][4600/5005] lr: 9.6235e-02 eta: 18:03:01 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.2634 2022/12/04 17:00:41 - mmengine - INFO - Epoch(train) [15][4700/5005] lr: 9.6225e-02 eta: 18:02:48 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0123 2022/12/04 17:00:53 - mmengine - INFO - Epoch(train) [15][4800/5005] lr: 9.6215e-02 eta: 18:02:36 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.0328 2022/12/04 17:01:05 - mmengine - INFO - Epoch(train) [15][4900/5005] lr: 9.6205e-02 eta: 18:02:24 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.2197 2022/12/04 17:01:09 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:01:18 - mmengine - INFO - Epoch(train) [15][5000/5005] lr: 9.6195e-02 eta: 18:02:12 time: 0.1246 data_time: 0.0019 memory: 4034 loss: 2.0021 2022/12/04 17:01:18 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:01:18 - mmengine - INFO - Saving checkpoint at 15 epochs 2022/12/04 17:01:25 - mmengine - INFO - Epoch(val) [15][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0082 memory: 4034 2022/12/04 17:01:38 - mmengine - INFO - Epoch(val) [15][196/196] accuracy/top1: 55.5580 accuracy/top5: 80.1540 2022/12/04 17:01:51 - mmengine - INFO - Epoch(train) [16][ 100/5005] lr: 9.6184e-02 eta: 18:02:01 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0178 2022/12/04 17:02:03 - mmengine - INFO - Epoch(train) [16][ 200/5005] lr: 9.6174e-02 eta: 18:01:49 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 1.9343 2022/12/04 17:02:16 - mmengine - INFO - Epoch(train) [16][ 300/5005] lr: 9.6164e-02 eta: 18:01:37 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.9017 2022/12/04 17:02:28 - mmengine - INFO - Epoch(train) [16][ 400/5005] lr: 9.6154e-02 eta: 18:01:25 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.1322 2022/12/04 17:02:40 - mmengine - INFO - Epoch(train) [16][ 500/5005] lr: 9.6144e-02 eta: 18:01:12 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 1.9861 2022/12/04 17:02:53 - mmengine - INFO - Epoch(train) [16][ 600/5005] lr: 9.6134e-02 eta: 18:01:00 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0582 2022/12/04 17:03:05 - mmengine - INFO - Epoch(train) [16][ 700/5005] lr: 9.6124e-02 eta: 18:00:48 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1713 2022/12/04 17:03:18 - mmengine - INFO - Epoch(train) [16][ 800/5005] lr: 9.6114e-02 eta: 18:00:36 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.9116 2022/12/04 17:03:30 - mmengine - INFO - Epoch(train) [16][ 900/5005] lr: 9.6103e-02 eta: 18:00:23 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0296 2022/12/04 17:03:33 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:03:42 - mmengine - INFO - Epoch(train) [16][1000/5005] lr: 9.6093e-02 eta: 18:00:11 time: 0.1275 data_time: 0.0010 memory: 4034 loss: 2.1543 2022/12/04 17:03:55 - mmengine - INFO - Epoch(train) [16][1100/5005] lr: 9.6083e-02 eta: 17:59:59 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.1430 2022/12/04 17:04:07 - mmengine - INFO - Epoch(train) [16][1200/5005] lr: 9.6073e-02 eta: 17:59:47 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0337 2022/12/04 17:04:20 - mmengine - INFO - Epoch(train) [16][1300/5005] lr: 9.6063e-02 eta: 17:59:35 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0584 2022/12/04 17:04:32 - mmengine - INFO - Epoch(train) [16][1400/5005] lr: 9.6053e-02 eta: 17:59:23 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1504 2022/12/04 17:04:44 - mmengine - INFO - Epoch(train) [16][1500/5005] lr: 9.6043e-02 eta: 17:59:10 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.9989 2022/12/04 17:04:57 - mmengine - INFO - Epoch(train) [16][1600/5005] lr: 9.6032e-02 eta: 17:58:59 time: 0.1303 data_time: 0.0010 memory: 4034 loss: 2.0286 2022/12/04 17:05:09 - mmengine - INFO - Epoch(train) [16][1700/5005] lr: 9.6022e-02 eta: 17:58:46 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.2506 2022/12/04 17:05:22 - mmengine - INFO - Epoch(train) [16][1800/5005] lr: 9.6012e-02 eta: 17:58:34 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2283 2022/12/04 17:05:34 - mmengine - INFO - Epoch(train) [16][1900/5005] lr: 9.6002e-02 eta: 17:58:22 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.0846 2022/12/04 17:05:37 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:05:46 - mmengine - INFO - Epoch(train) [16][2000/5005] lr: 9.5991e-02 eta: 17:58:10 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0856 2022/12/04 17:05:59 - mmengine - INFO - Epoch(train) [16][2100/5005] lr: 9.5981e-02 eta: 17:57:58 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.1146 2022/12/04 17:06:11 - mmengine - INFO - Epoch(train) [16][2200/5005] lr: 9.5971e-02 eta: 17:57:46 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.2207 2022/12/04 17:06:24 - mmengine - INFO - Epoch(train) [16][2300/5005] lr: 9.5961e-02 eta: 17:57:33 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.0810 2022/12/04 17:06:36 - mmengine - INFO - Epoch(train) [16][2400/5005] lr: 9.5950e-02 eta: 17:57:21 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.9233 2022/12/04 17:06:49 - mmengine - INFO - Epoch(train) [16][2500/5005] lr: 9.5940e-02 eta: 17:57:09 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2107 2022/12/04 17:07:01 - mmengine - INFO - Epoch(train) [16][2600/5005] lr: 9.5930e-02 eta: 17:56:57 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0421 2022/12/04 17:07:13 - mmengine - INFO - Epoch(train) [16][2700/5005] lr: 9.5919e-02 eta: 17:56:45 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1930 2022/12/04 17:07:26 - mmengine - INFO - Epoch(train) [16][2800/5005] lr: 9.5909e-02 eta: 17:56:33 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0317 2022/12/04 17:07:38 - mmengine - INFO - Epoch(train) [16][2900/5005] lr: 9.5899e-02 eta: 17:56:21 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2263 2022/12/04 17:07:41 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:07:51 - mmengine - INFO - Epoch(train) [16][3000/5005] lr: 9.5888e-02 eta: 17:56:09 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0991 2022/12/04 17:08:03 - mmengine - INFO - Epoch(train) [16][3100/5005] lr: 9.5878e-02 eta: 17:55:56 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0446 2022/12/04 17:08:15 - mmengine - INFO - Epoch(train) [16][3200/5005] lr: 9.5867e-02 eta: 17:55:44 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 1.9893 2022/12/04 17:08:28 - mmengine - INFO - Epoch(train) [16][3300/5005] lr: 9.5857e-02 eta: 17:55:32 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.3697 2022/12/04 17:08:40 - mmengine - INFO - Epoch(train) [16][3400/5005] lr: 9.5847e-02 eta: 17:55:20 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0276 2022/12/04 17:08:53 - mmengine - INFO - Epoch(train) [16][3500/5005] lr: 9.5836e-02 eta: 17:55:08 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.1006 2022/12/04 17:09:05 - mmengine - INFO - Epoch(train) [16][3600/5005] lr: 9.5826e-02 eta: 17:54:56 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1880 2022/12/04 17:09:18 - mmengine - INFO - Epoch(train) [16][3700/5005] lr: 9.5815e-02 eta: 17:54:43 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0285 2022/12/04 17:09:30 - mmengine - INFO - Epoch(train) [16][3800/5005] lr: 9.5805e-02 eta: 17:54:31 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0668 2022/12/04 17:09:42 - mmengine - INFO - Epoch(train) [16][3900/5005] lr: 9.5794e-02 eta: 17:54:19 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.4679 2022/12/04 17:09:45 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:09:55 - mmengine - INFO - Epoch(train) [16][4000/5005] lr: 9.5784e-02 eta: 17:54:07 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0601 2022/12/04 17:10:07 - mmengine - INFO - Epoch(train) [16][4100/5005] lr: 9.5773e-02 eta: 17:53:55 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.2421 2022/12/04 17:10:20 - mmengine - INFO - Epoch(train) [16][4200/5005] lr: 9.5763e-02 eta: 17:53:42 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.1092 2022/12/04 17:10:32 - mmengine - INFO - Epoch(train) [16][4300/5005] lr: 9.5752e-02 eta: 17:53:31 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0667 2022/12/04 17:10:44 - mmengine - INFO - Epoch(train) [16][4400/5005] lr: 9.5742e-02 eta: 17:53:18 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0618 2022/12/04 17:10:57 - mmengine - INFO - Epoch(train) [16][4500/5005] lr: 9.5731e-02 eta: 17:53:06 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 1.9915 2022/12/04 17:11:09 - mmengine - INFO - Epoch(train) [16][4600/5005] lr: 9.5720e-02 eta: 17:52:54 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.4791 2022/12/04 17:11:22 - mmengine - INFO - Epoch(train) [16][4700/5005] lr: 9.5710e-02 eta: 17:52:42 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2907 2022/12/04 17:11:34 - mmengine - INFO - Epoch(train) [16][4800/5005] lr: 9.5699e-02 eta: 17:52:30 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1005 2022/12/04 17:11:46 - mmengine - INFO - Epoch(train) [16][4900/5005] lr: 9.5689e-02 eta: 17:52:18 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1212 2022/12/04 17:11:50 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:11:59 - mmengine - INFO - Epoch(train) [16][5000/5005] lr: 9.5678e-02 eta: 17:52:05 time: 0.1247 data_time: 0.0019 memory: 4034 loss: 2.0611 2022/12/04 17:11:59 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:11:59 - mmengine - INFO - Saving checkpoint at 16 epochs 2022/12/04 17:12:06 - mmengine - INFO - Epoch(val) [16][100/196] eta: 0:00:03 time: 0.0349 data_time: 0.0078 memory: 4034 2022/12/04 17:12:19 - mmengine - INFO - Epoch(val) [16][196/196] accuracy/top1: 58.1420 accuracy/top5: 82.1700 2022/12/04 17:12:32 - mmengine - INFO - Epoch(train) [17][ 100/5005] lr: 9.5667e-02 eta: 17:51:54 time: 0.1235 data_time: 0.0010 memory: 4034 loss: 2.0872 2022/12/04 17:12:44 - mmengine - INFO - Epoch(train) [17][ 200/5005] lr: 9.5656e-02 eta: 17:51:41 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 2.0488 2022/12/04 17:12:56 - mmengine - INFO - Epoch(train) [17][ 300/5005] lr: 9.5645e-02 eta: 17:51:29 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1165 2022/12/04 17:13:09 - mmengine - INFO - Epoch(train) [17][ 400/5005] lr: 9.5635e-02 eta: 17:51:17 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 1.8873 2022/12/04 17:13:21 - mmengine - INFO - Epoch(train) [17][ 500/5005] lr: 9.5624e-02 eta: 17:51:05 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1244 2022/12/04 17:13:34 - mmengine - INFO - Epoch(train) [17][ 600/5005] lr: 9.5613e-02 eta: 17:50:52 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9609 2022/12/04 17:13:46 - mmengine - INFO - Epoch(train) [17][ 700/5005] lr: 9.5603e-02 eta: 17:50:40 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.9938 2022/12/04 17:13:58 - mmengine - INFO - Epoch(train) [17][ 800/5005] lr: 9.5592e-02 eta: 17:50:28 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 1.9987 2022/12/04 17:14:11 - mmengine - INFO - Epoch(train) [17][ 900/5005] lr: 9.5581e-02 eta: 17:50:16 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.3037 2022/12/04 17:14:13 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:14:23 - mmengine - INFO - Epoch(train) [17][1000/5005] lr: 9.5570e-02 eta: 17:50:04 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.9358 2022/12/04 17:14:36 - mmengine - INFO - Epoch(train) [17][1100/5005] lr: 9.5560e-02 eta: 17:49:51 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 1.9607 2022/12/04 17:14:48 - mmengine - INFO - Epoch(train) [17][1200/5005] lr: 9.5549e-02 eta: 17:49:39 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0525 2022/12/04 17:15:01 - mmengine - INFO - Epoch(train) [17][1300/5005] lr: 9.5538e-02 eta: 17:49:27 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2226 2022/12/04 17:15:13 - mmengine - INFO - Epoch(train) [17][1400/5005] lr: 9.5527e-02 eta: 17:49:15 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0837 2022/12/04 17:15:25 - mmengine - INFO - Epoch(train) [17][1500/5005] lr: 9.5516e-02 eta: 17:49:02 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1274 2022/12/04 17:15:38 - mmengine - INFO - Epoch(train) [17][1600/5005] lr: 9.5506e-02 eta: 17:48:50 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.1768 2022/12/04 17:15:50 - mmengine - INFO - Epoch(train) [17][1700/5005] lr: 9.5495e-02 eta: 17:48:38 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2976 2022/12/04 17:16:03 - mmengine - INFO - Epoch(train) [17][1800/5005] lr: 9.5484e-02 eta: 17:48:26 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.1579 2022/12/04 17:16:15 - mmengine - INFO - Epoch(train) [17][1900/5005] lr: 9.5473e-02 eta: 17:48:13 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 1.9816 2022/12/04 17:16:17 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:16:27 - mmengine - INFO - Epoch(train) [17][2000/5005] lr: 9.5462e-02 eta: 17:48:01 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.3057 2022/12/04 17:16:40 - mmengine - INFO - Epoch(train) [17][2100/5005] lr: 9.5451e-02 eta: 17:47:49 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0850 2022/12/04 17:16:52 - mmengine - INFO - Epoch(train) [17][2200/5005] lr: 9.5440e-02 eta: 17:47:37 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.9545 2022/12/04 17:17:05 - mmengine - INFO - Epoch(train) [17][2300/5005] lr: 9.5429e-02 eta: 17:47:25 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.2092 2022/12/04 17:17:17 - mmengine - INFO - Epoch(train) [17][2400/5005] lr: 9.5418e-02 eta: 17:47:13 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.8456 2022/12/04 17:17:29 - mmengine - INFO - Epoch(train) [17][2500/5005] lr: 9.5408e-02 eta: 17:47:00 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.3691 2022/12/04 17:17:42 - mmengine - INFO - Epoch(train) [17][2600/5005] lr: 9.5397e-02 eta: 17:46:48 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0458 2022/12/04 17:17:54 - mmengine - INFO - Epoch(train) [17][2700/5005] lr: 9.5386e-02 eta: 17:46:36 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 2.3733 2022/12/04 17:18:07 - mmengine - INFO - Epoch(train) [17][2800/5005] lr: 9.5375e-02 eta: 17:46:24 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.1153 2022/12/04 17:18:19 - mmengine - INFO - Epoch(train) [17][2900/5005] lr: 9.5364e-02 eta: 17:46:11 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 1.9938 2022/12/04 17:18:21 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:18:31 - mmengine - INFO - Epoch(train) [17][3000/5005] lr: 9.5353e-02 eta: 17:45:59 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.2983 2022/12/04 17:18:44 - mmengine - INFO - Epoch(train) [17][3100/5005] lr: 9.5342e-02 eta: 17:45:47 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 1.9764 2022/12/04 17:18:56 - mmengine - INFO - Epoch(train) [17][3200/5005] lr: 9.5331e-02 eta: 17:45:35 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0421 2022/12/04 17:19:09 - mmengine - INFO - Epoch(train) [17][3300/5005] lr: 9.5320e-02 eta: 17:45:23 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.2811 2022/12/04 17:19:21 - mmengine - INFO - Epoch(train) [17][3400/5005] lr: 9.5308e-02 eta: 17:45:11 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.2438 2022/12/04 17:19:33 - mmengine - INFO - Epoch(train) [17][3500/5005] lr: 9.5297e-02 eta: 17:44:58 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.9381 2022/12/04 17:19:46 - mmengine - INFO - Epoch(train) [17][3600/5005] lr: 9.5286e-02 eta: 17:44:46 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.1431 2022/12/04 17:19:58 - mmengine - INFO - Epoch(train) [17][3700/5005] lr: 9.5275e-02 eta: 17:44:34 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 1.9397 2022/12/04 17:20:11 - mmengine - INFO - Epoch(train) [17][3800/5005] lr: 9.5264e-02 eta: 17:44:22 time: 0.1237 data_time: 0.0011 memory: 4034 loss: 2.2364 2022/12/04 17:20:23 - mmengine - INFO - Epoch(train) [17][3900/5005] lr: 9.5253e-02 eta: 17:44:10 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.1029 2022/12/04 17:20:26 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:20:36 - mmengine - INFO - Epoch(train) [17][4000/5005] lr: 9.5242e-02 eta: 17:43:58 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.1327 2022/12/04 17:20:48 - mmengine - INFO - Epoch(train) [17][4100/5005] lr: 9.5231e-02 eta: 17:43:46 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0837 2022/12/04 17:21:00 - mmengine - INFO - Epoch(train) [17][4200/5005] lr: 9.5220e-02 eta: 17:43:33 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0695 2022/12/04 17:21:13 - mmengine - INFO - Epoch(train) [17][4300/5005] lr: 9.5208e-02 eta: 17:43:21 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1921 2022/12/04 17:21:25 - mmengine - INFO - Epoch(train) [17][4400/5005] lr: 9.5197e-02 eta: 17:43:09 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0802 2022/12/04 17:21:38 - mmengine - INFO - Epoch(train) [17][4500/5005] lr: 9.5186e-02 eta: 17:42:57 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0164 2022/12/04 17:21:50 - mmengine - INFO - Epoch(train) [17][4600/5005] lr: 9.5175e-02 eta: 17:42:44 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.9891 2022/12/04 17:22:02 - mmengine - INFO - Epoch(train) [17][4700/5005] lr: 9.5164e-02 eta: 17:42:32 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2399 2022/12/04 17:22:15 - mmengine - INFO - Epoch(train) [17][4800/5005] lr: 9.5152e-02 eta: 17:42:20 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1682 2022/12/04 17:22:27 - mmengine - INFO - Epoch(train) [17][4900/5005] lr: 9.5141e-02 eta: 17:42:08 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.2760 2022/12/04 17:22:30 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:22:40 - mmengine - INFO - Epoch(train) [17][5000/5005] lr: 9.5130e-02 eta: 17:41:56 time: 0.1248 data_time: 0.0019 memory: 4034 loss: 2.3481 2022/12/04 17:22:40 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:22:40 - mmengine - INFO - Saving checkpoint at 17 epochs 2022/12/04 17:22:47 - mmengine - INFO - Epoch(val) [17][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0082 memory: 4034 2022/12/04 17:23:00 - mmengine - INFO - Epoch(val) [17][196/196] accuracy/top1: 58.4260 accuracy/top5: 82.3100 2022/12/04 17:23:13 - mmengine - INFO - Epoch(train) [18][ 100/5005] lr: 9.5118e-02 eta: 17:41:46 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.0115 2022/12/04 17:23:25 - mmengine - INFO - Epoch(train) [18][ 200/5005] lr: 9.5107e-02 eta: 17:41:34 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 1.9203 2022/12/04 17:23:38 - mmengine - INFO - Epoch(train) [18][ 300/5005] lr: 9.5096e-02 eta: 17:41:22 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.0679 2022/12/04 17:23:50 - mmengine - INFO - Epoch(train) [18][ 400/5005] lr: 9.5084e-02 eta: 17:41:10 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2627 2022/12/04 17:24:02 - mmengine - INFO - Epoch(train) [18][ 500/5005] lr: 9.5073e-02 eta: 17:40:57 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.1238 2022/12/04 17:24:15 - mmengine - INFO - Epoch(train) [18][ 600/5005] lr: 9.5062e-02 eta: 17:40:45 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1241 2022/12/04 17:24:27 - mmengine - INFO - Epoch(train) [18][ 700/5005] lr: 9.5050e-02 eta: 17:40:33 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.9481 2022/12/04 17:24:40 - mmengine - INFO - Epoch(train) [18][ 800/5005] lr: 9.5039e-02 eta: 17:40:21 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.9912 2022/12/04 17:24:52 - mmengine - INFO - Epoch(train) [18][ 900/5005] lr: 9.5028e-02 eta: 17:40:08 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.1207 2022/12/04 17:24:54 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:25:04 - mmengine - INFO - Epoch(train) [18][1000/5005] lr: 9.5016e-02 eta: 17:39:56 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.9197 2022/12/04 17:25:17 - mmengine - INFO - Epoch(train) [18][1100/5005] lr: 9.5005e-02 eta: 17:39:44 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.8935 2022/12/04 17:25:29 - mmengine - INFO - Epoch(train) [18][1200/5005] lr: 9.4993e-02 eta: 17:39:32 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1287 2022/12/04 17:25:42 - mmengine - INFO - Epoch(train) [18][1300/5005] lr: 9.4982e-02 eta: 17:39:19 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2679 2022/12/04 17:25:54 - mmengine - INFO - Epoch(train) [18][1400/5005] lr: 9.4971e-02 eta: 17:39:07 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.2425 2022/12/04 17:26:06 - mmengine - INFO - Epoch(train) [18][1500/5005] lr: 9.4959e-02 eta: 17:38:55 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0280 2022/12/04 17:26:19 - mmengine - INFO - Epoch(train) [18][1600/5005] lr: 9.4948e-02 eta: 17:38:43 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0979 2022/12/04 17:26:31 - mmengine - INFO - Epoch(train) [18][1700/5005] lr: 9.4936e-02 eta: 17:38:31 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.2030 2022/12/04 17:26:44 - mmengine - INFO - Epoch(train) [18][1800/5005] lr: 9.4925e-02 eta: 17:38:18 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1926 2022/12/04 17:26:56 - mmengine - INFO - Epoch(train) [18][1900/5005] lr: 9.4913e-02 eta: 17:38:06 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1087 2022/12/04 17:26:58 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:27:09 - mmengine - INFO - Epoch(train) [18][2000/5005] lr: 9.4902e-02 eta: 17:37:54 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.2015 2022/12/04 17:27:21 - mmengine - INFO - Epoch(train) [18][2100/5005] lr: 9.4890e-02 eta: 17:37:42 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.9670 2022/12/04 17:27:33 - mmengine - INFO - Epoch(train) [18][2200/5005] lr: 9.4879e-02 eta: 17:37:29 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.8719 2022/12/04 17:27:46 - mmengine - INFO - Epoch(train) [18][2300/5005] lr: 9.4867e-02 eta: 17:37:17 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2505 2022/12/04 17:27:58 - mmengine - INFO - Epoch(train) [18][2400/5005] lr: 9.4856e-02 eta: 17:37:05 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0404 2022/12/04 17:28:11 - mmengine - INFO - Epoch(train) [18][2500/5005] lr: 9.4844e-02 eta: 17:36:53 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1370 2022/12/04 17:28:23 - mmengine - INFO - Epoch(train) [18][2600/5005] lr: 9.4832e-02 eta: 17:36:40 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0774 2022/12/04 17:28:35 - mmengine - INFO - Epoch(train) [18][2700/5005] lr: 9.4821e-02 eta: 17:36:28 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0159 2022/12/04 17:28:48 - mmengine - INFO - Epoch(train) [18][2800/5005] lr: 9.4809e-02 eta: 17:36:16 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.0708 2022/12/04 17:29:00 - mmengine - INFO - Epoch(train) [18][2900/5005] lr: 9.4798e-02 eta: 17:36:04 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0417 2022/12/04 17:29:02 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:29:13 - mmengine - INFO - Epoch(train) [18][3000/5005] lr: 9.4786e-02 eta: 17:35:52 time: 0.1240 data_time: 0.0010 memory: 4034 loss: 1.7719 2022/12/04 17:29:25 - mmengine - INFO - Epoch(train) [18][3100/5005] lr: 9.4774e-02 eta: 17:35:39 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0354 2022/12/04 17:29:37 - mmengine - INFO - Epoch(train) [18][3200/5005] lr: 9.4763e-02 eta: 17:35:27 time: 0.1240 data_time: 0.0010 memory: 4034 loss: 2.0429 2022/12/04 17:29:50 - mmengine - INFO - Epoch(train) [18][3300/5005] lr: 9.4751e-02 eta: 17:35:15 time: 0.1287 data_time: 0.0011 memory: 4034 loss: 2.0101 2022/12/04 17:30:02 - mmengine - INFO - Epoch(train) [18][3400/5005] lr: 9.4739e-02 eta: 17:35:03 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0276 2022/12/04 17:30:15 - mmengine - INFO - Epoch(train) [18][3500/5005] lr: 9.4728e-02 eta: 17:34:51 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0601 2022/12/04 17:30:27 - mmengine - INFO - Epoch(train) [18][3600/5005] lr: 9.4716e-02 eta: 17:34:39 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.1520 2022/12/04 17:30:40 - mmengine - INFO - Epoch(train) [18][3700/5005] lr: 9.4704e-02 eta: 17:34:27 time: 0.1237 data_time: 0.0011 memory: 4034 loss: 2.1060 2022/12/04 17:30:52 - mmengine - INFO - Epoch(train) [18][3800/5005] lr: 9.4693e-02 eta: 17:34:14 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.0736 2022/12/04 17:31:04 - mmengine - INFO - Epoch(train) [18][3900/5005] lr: 9.4681e-02 eta: 17:34:02 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0265 2022/12/04 17:31:06 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:31:17 - mmengine - INFO - Epoch(train) [18][4000/5005] lr: 9.4669e-02 eta: 17:33:50 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0103 2022/12/04 17:31:29 - mmengine - INFO - Epoch(train) [18][4100/5005] lr: 9.4657e-02 eta: 17:33:38 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0975 2022/12/04 17:31:42 - mmengine - INFO - Epoch(train) [18][4200/5005] lr: 9.4646e-02 eta: 17:33:26 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.1418 2022/12/04 17:31:54 - mmengine - INFO - Epoch(train) [18][4300/5005] lr: 9.4634e-02 eta: 17:33:13 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0610 2022/12/04 17:32:06 - mmengine - INFO - Epoch(train) [18][4400/5005] lr: 9.4622e-02 eta: 17:33:01 time: 0.1240 data_time: 0.0010 memory: 4034 loss: 1.9593 2022/12/04 17:32:19 - mmengine - INFO - Epoch(train) [18][4500/5005] lr: 9.4610e-02 eta: 17:32:49 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1147 2022/12/04 17:32:31 - mmengine - INFO - Epoch(train) [18][4600/5005] lr: 9.4598e-02 eta: 17:32:37 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1408 2022/12/04 17:32:44 - mmengine - INFO - Epoch(train) [18][4700/5005] lr: 9.4587e-02 eta: 17:32:24 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1232 2022/12/04 17:32:56 - mmengine - INFO - Epoch(train) [18][4800/5005] lr: 9.4575e-02 eta: 17:32:12 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.1045 2022/12/04 17:33:09 - mmengine - INFO - Epoch(train) [18][4900/5005] lr: 9.4563e-02 eta: 17:32:00 time: 0.1240 data_time: 0.0010 memory: 4034 loss: 2.0426 2022/12/04 17:33:10 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:33:21 - mmengine - INFO - Epoch(train) [18][5000/5005] lr: 9.4551e-02 eta: 17:31:48 time: 0.1249 data_time: 0.0020 memory: 4034 loss: 2.0801 2022/12/04 17:33:22 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:33:22 - mmengine - INFO - Saving checkpoint at 18 epochs 2022/12/04 17:33:28 - mmengine - INFO - Epoch(val) [18][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0077 memory: 4034 2022/12/04 17:33:41 - mmengine - INFO - Epoch(val) [18][196/196] accuracy/top1: 59.6280 accuracy/top5: 83.0080 2022/12/04 17:33:54 - mmengine - INFO - Epoch(train) [19][ 100/5005] lr: 9.4539e-02 eta: 17:31:36 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 2.0582 2022/12/04 17:34:06 - mmengine - INFO - Epoch(train) [19][ 200/5005] lr: 9.4527e-02 eta: 17:31:24 time: 0.1236 data_time: 0.0010 memory: 4034 loss: 1.9956 2022/12/04 17:34:19 - mmengine - INFO - Epoch(train) [19][ 300/5005] lr: 9.4515e-02 eta: 17:31:11 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.9852 2022/12/04 17:34:31 - mmengine - INFO - Epoch(train) [19][ 400/5005] lr: 9.4503e-02 eta: 17:30:59 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 1.9395 2022/12/04 17:34:43 - mmengine - INFO - Epoch(train) [19][ 500/5005] lr: 9.4491e-02 eta: 17:30:47 time: 0.1240 data_time: 0.0010 memory: 4034 loss: 1.8682 2022/12/04 17:34:56 - mmengine - INFO - Epoch(train) [19][ 600/5005] lr: 9.4479e-02 eta: 17:30:35 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 1.9062 2022/12/04 17:35:08 - mmengine - INFO - Epoch(train) [19][ 700/5005] lr: 9.4467e-02 eta: 17:30:23 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.0192 2022/12/04 17:35:21 - mmengine - INFO - Epoch(train) [19][ 800/5005] lr: 9.4455e-02 eta: 17:30:10 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 1.9953 2022/12/04 17:35:33 - mmengine - INFO - Epoch(train) [19][ 900/5005] lr: 9.4443e-02 eta: 17:29:58 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.0163 2022/12/04 17:35:34 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:35:45 - mmengine - INFO - Epoch(train) [19][1000/5005] lr: 9.4431e-02 eta: 17:29:46 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.0003 2022/12/04 17:35:58 - mmengine - INFO - Epoch(train) [19][1100/5005] lr: 9.4419e-02 eta: 17:29:34 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1355 2022/12/04 17:36:10 - mmengine - INFO - Epoch(train) [19][1200/5005] lr: 9.4407e-02 eta: 17:29:22 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.2178 2022/12/04 17:36:23 - mmengine - INFO - Epoch(train) [19][1300/5005] lr: 9.4395e-02 eta: 17:29:09 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.3105 2022/12/04 17:36:35 - mmengine - INFO - Epoch(train) [19][1400/5005] lr: 9.4383e-02 eta: 17:28:57 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0573 2022/12/04 17:36:48 - mmengine - INFO - Epoch(train) [19][1500/5005] lr: 9.4371e-02 eta: 17:28:45 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.1945 2022/12/04 17:37:00 - mmengine - INFO - Epoch(train) [19][1600/5005] lr: 9.4359e-02 eta: 17:28:33 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1312 2022/12/04 17:37:12 - mmengine - INFO - Epoch(train) [19][1700/5005] lr: 9.4347e-02 eta: 17:28:21 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2547 2022/12/04 17:37:25 - mmengine - INFO - Epoch(train) [19][1800/5005] lr: 9.4335e-02 eta: 17:28:09 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0461 2022/12/04 17:37:37 - mmengine - INFO - Epoch(train) [19][1900/5005] lr: 9.4323e-02 eta: 17:27:56 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.3399 2022/12/04 17:37:38 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:37:50 - mmengine - INFO - Epoch(train) [19][2000/5005] lr: 9.4311e-02 eta: 17:27:44 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 2.0557 2022/12/04 17:38:02 - mmengine - INFO - Epoch(train) [19][2100/5005] lr: 9.4298e-02 eta: 17:27:32 time: 0.1237 data_time: 0.0011 memory: 4034 loss: 2.0312 2022/12/04 17:38:14 - mmengine - INFO - Epoch(train) [19][2200/5005] lr: 9.4286e-02 eta: 17:27:20 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.1353 2022/12/04 17:38:27 - mmengine - INFO - Epoch(train) [19][2300/5005] lr: 9.4274e-02 eta: 17:27:07 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.9702 2022/12/04 17:38:39 - mmengine - INFO - Epoch(train) [19][2400/5005] lr: 9.4262e-02 eta: 17:26:55 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 2.2360 2022/12/04 17:38:52 - mmengine - INFO - Epoch(train) [19][2500/5005] lr: 9.4250e-02 eta: 17:26:43 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.1903 2022/12/04 17:39:04 - mmengine - INFO - Epoch(train) [19][2600/5005] lr: 9.4238e-02 eta: 17:26:31 time: 0.1240 data_time: 0.0010 memory: 4034 loss: 2.1037 2022/12/04 17:39:17 - mmengine - INFO - Epoch(train) [19][2700/5005] lr: 9.4225e-02 eta: 17:26:18 time: 0.1240 data_time: 0.0010 memory: 4034 loss: 2.2577 2022/12/04 17:39:29 - mmengine - INFO - Epoch(train) [19][2800/5005] lr: 9.4213e-02 eta: 17:26:06 time: 0.1242 data_time: 0.0010 memory: 4034 loss: 2.1567 2022/12/04 17:39:41 - mmengine - INFO - Epoch(train) [19][2900/5005] lr: 9.4201e-02 eta: 17:25:54 time: 0.1240 data_time: 0.0010 memory: 4034 loss: 1.9858 2022/12/04 17:39:43 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:39:54 - mmengine - INFO - Epoch(train) [19][3000/5005] lr: 9.4189e-02 eta: 17:25:42 time: 0.1246 data_time: 0.0010 memory: 4034 loss: 2.2272 2022/12/04 17:40:06 - mmengine - INFO - Epoch(train) [19][3100/5005] lr: 9.4177e-02 eta: 17:25:30 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.2033 2022/12/04 17:40:19 - mmengine - INFO - Epoch(train) [19][3200/5005] lr: 9.4164e-02 eta: 17:25:18 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.0973 2022/12/04 17:40:31 - mmengine - INFO - Epoch(train) [19][3300/5005] lr: 9.4152e-02 eta: 17:25:06 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.1335 2022/12/04 17:40:44 - mmengine - INFO - Epoch(train) [19][3400/5005] lr: 9.4140e-02 eta: 17:24:53 time: 0.1240 data_time: 0.0010 memory: 4034 loss: 2.2810 2022/12/04 17:40:56 - mmengine - INFO - Epoch(train) [19][3500/5005] lr: 9.4127e-02 eta: 17:24:41 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.1820 2022/12/04 17:41:08 - mmengine - INFO - Epoch(train) [19][3600/5005] lr: 9.4115e-02 eta: 17:24:29 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.0464 2022/12/04 17:41:21 - mmengine - INFO - Epoch(train) [19][3700/5005] lr: 9.4103e-02 eta: 17:24:17 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.2581 2022/12/04 17:41:33 - mmengine - INFO - Epoch(train) [19][3800/5005] lr: 9.4090e-02 eta: 17:24:05 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.8615 2022/12/04 17:41:46 - mmengine - INFO - Epoch(train) [19][3900/5005] lr: 9.4078e-02 eta: 17:23:52 time: 0.1252 data_time: 0.0010 memory: 4034 loss: 2.0302 2022/12/04 17:41:47 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:41:58 - mmengine - INFO - Epoch(train) [19][4000/5005] lr: 9.4066e-02 eta: 17:23:40 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.0196 2022/12/04 17:42:10 - mmengine - INFO - Epoch(train) [19][4100/5005] lr: 9.4053e-02 eta: 17:23:28 time: 0.1240 data_time: 0.0010 memory: 4034 loss: 2.0815 2022/12/04 17:42:23 - mmengine - INFO - Epoch(train) [19][4200/5005] lr: 9.4041e-02 eta: 17:23:16 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1962 2022/12/04 17:42:35 - mmengine - INFO - Epoch(train) [19][4300/5005] lr: 9.4029e-02 eta: 17:23:03 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.0604 2022/12/04 17:42:48 - mmengine - INFO - Epoch(train) [19][4400/5005] lr: 9.4016e-02 eta: 17:22:51 time: 0.1240 data_time: 0.0010 memory: 4034 loss: 2.0845 2022/12/04 17:43:00 - mmengine - INFO - Epoch(train) [19][4500/5005] lr: 9.4004e-02 eta: 17:22:39 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.1175 2022/12/04 17:43:13 - mmengine - INFO - Epoch(train) [19][4600/5005] lr: 9.3991e-02 eta: 17:22:27 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 1.9039 2022/12/04 17:43:25 - mmengine - INFO - Epoch(train) [19][4700/5005] lr: 9.3979e-02 eta: 17:22:15 time: 0.1240 data_time: 0.0010 memory: 4034 loss: 2.2959 2022/12/04 17:43:37 - mmengine - INFO - Epoch(train) [19][4800/5005] lr: 9.3967e-02 eta: 17:22:02 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.0455 2022/12/04 17:43:50 - mmengine - INFO - Epoch(train) [19][4900/5005] lr: 9.3954e-02 eta: 17:21:50 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 2.2051 2022/12/04 17:43:51 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:44:02 - mmengine - INFO - Epoch(train) [19][5000/5005] lr: 9.3942e-02 eta: 17:21:38 time: 0.1250 data_time: 0.0019 memory: 4034 loss: 2.2452 2022/12/04 17:44:03 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:44:03 - mmengine - INFO - Saving checkpoint at 19 epochs 2022/12/04 17:44:10 - mmengine - INFO - Epoch(val) [19][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0080 memory: 4034 2022/12/04 17:44:23 - mmengine - INFO - Epoch(val) [19][196/196] accuracy/top1: 58.5700 accuracy/top5: 82.3780 2022/12/04 17:44:35 - mmengine - INFO - Epoch(train) [20][ 100/5005] lr: 9.3928e-02 eta: 17:21:26 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0416 2022/12/04 17:44:48 - mmengine - INFO - Epoch(train) [20][ 200/5005] lr: 9.3916e-02 eta: 17:21:14 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1012 2022/12/04 17:45:00 - mmengine - INFO - Epoch(train) [20][ 300/5005] lr: 9.3903e-02 eta: 17:21:02 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.0920 2022/12/04 17:45:12 - mmengine - INFO - Epoch(train) [20][ 400/5005] lr: 9.3891e-02 eta: 17:20:50 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 1.8247 2022/12/04 17:45:25 - mmengine - INFO - Epoch(train) [20][ 500/5005] lr: 9.3878e-02 eta: 17:20:38 time: 0.1237 data_time: 0.0010 memory: 4034 loss: 2.3090 2022/12/04 17:45:37 - mmengine - INFO - Epoch(train) [20][ 600/5005] lr: 9.3866e-02 eta: 17:20:25 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.8457 2022/12/04 17:45:50 - mmengine - INFO - Epoch(train) [20][ 700/5005] lr: 9.3853e-02 eta: 17:20:13 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 1.9976 2022/12/04 17:46:02 - mmengine - INFO - Epoch(train) [20][ 800/5005] lr: 9.3841e-02 eta: 17:20:01 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 1.8291 2022/12/04 17:46:15 - mmengine - INFO - Epoch(train) [20][ 900/5005] lr: 9.3828e-02 eta: 17:19:49 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 1.8827 2022/12/04 17:46:15 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:46:27 - mmengine - INFO - Epoch(train) [20][1000/5005] lr: 9.3816e-02 eta: 17:19:36 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 1.8700 2022/12/04 17:46:39 - mmengine - INFO - Epoch(train) [20][1100/5005] lr: 9.3803e-02 eta: 17:19:24 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 1.9781 2022/12/04 17:46:52 - mmengine - INFO - Epoch(train) [20][1200/5005] lr: 9.3790e-02 eta: 17:19:12 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 1.8675 2022/12/04 17:47:04 - mmengine - INFO - Epoch(train) [20][1300/5005] lr: 9.3778e-02 eta: 17:19:00 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 2.1230 2022/12/04 17:47:17 - mmengine - INFO - Epoch(train) [20][1400/5005] lr: 9.3765e-02 eta: 17:18:48 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.0712 2022/12/04 17:47:29 - mmengine - INFO - Epoch(train) [20][1500/5005] lr: 9.3752e-02 eta: 17:18:36 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.8426 2022/12/04 17:47:42 - mmengine - INFO - Epoch(train) [20][1600/5005] lr: 9.3740e-02 eta: 17:18:23 time: 0.1237 data_time: 0.0011 memory: 4034 loss: 2.3526 2022/12/04 17:47:54 - mmengine - INFO - Epoch(train) [20][1700/5005] lr: 9.3727e-02 eta: 17:18:11 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 2.0261 2022/12/04 17:48:06 - mmengine - INFO - Epoch(train) [20][1800/5005] lr: 9.3714e-02 eta: 17:17:59 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 2.1682 2022/12/04 17:48:19 - mmengine - INFO - Epoch(train) [20][1900/5005] lr: 9.3702e-02 eta: 17:17:46 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.2322 2022/12/04 17:48:19 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:48:31 - mmengine - INFO - Epoch(train) [20][2000/5005] lr: 9.3689e-02 eta: 17:17:34 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.8026 2022/12/04 17:48:44 - mmengine - INFO - Epoch(train) [20][2100/5005] lr: 9.3676e-02 eta: 17:17:22 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.1798 2022/12/04 17:48:56 - mmengine - INFO - Epoch(train) [20][2200/5005] lr: 9.3664e-02 eta: 17:17:10 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.1883 2022/12/04 17:49:08 - mmengine - INFO - Epoch(train) [20][2300/5005] lr: 9.3651e-02 eta: 17:16:58 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.0215 2022/12/04 17:49:21 - mmengine - INFO - Epoch(train) [20][2400/5005] lr: 9.3638e-02 eta: 17:16:46 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.9385 2022/12/04 17:49:33 - mmengine - INFO - Epoch(train) [20][2500/5005] lr: 9.3625e-02 eta: 17:16:34 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.1261 2022/12/04 17:49:46 - mmengine - INFO - Epoch(train) [20][2600/5005] lr: 9.3612e-02 eta: 17:16:22 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.1534 2022/12/04 17:49:58 - mmengine - INFO - Epoch(train) [20][2700/5005] lr: 9.3600e-02 eta: 17:16:09 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.9413 2022/12/04 17:50:11 - mmengine - INFO - Epoch(train) [20][2800/5005] lr: 9.3587e-02 eta: 17:15:57 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.0986 2022/12/04 17:50:23 - mmengine - INFO - Epoch(train) [20][2900/5005] lr: 9.3574e-02 eta: 17:15:45 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.9116 2022/12/04 17:50:24 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:50:36 - mmengine - INFO - Epoch(train) [20][3000/5005] lr: 9.3561e-02 eta: 17:15:33 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.1486 2022/12/04 17:50:48 - mmengine - INFO - Epoch(train) [20][3100/5005] lr: 9.3548e-02 eta: 17:15:21 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0042 2022/12/04 17:51:00 - mmengine - INFO - Epoch(train) [20][3200/5005] lr: 9.3536e-02 eta: 17:15:09 time: 0.1240 data_time: 0.0010 memory: 4034 loss: 2.0214 2022/12/04 17:51:13 - mmengine - INFO - Epoch(train) [20][3300/5005] lr: 9.3523e-02 eta: 17:14:56 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.0591 2022/12/04 17:51:25 - mmengine - INFO - Epoch(train) [20][3400/5005] lr: 9.3510e-02 eta: 17:14:44 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 2.0519 2022/12/04 17:51:38 - mmengine - INFO - Epoch(train) [20][3500/5005] lr: 9.3497e-02 eta: 17:14:32 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.0997 2022/12/04 17:51:50 - mmengine - INFO - Epoch(train) [20][3600/5005] lr: 9.3484e-02 eta: 17:14:20 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.1916 2022/12/04 17:52:03 - mmengine - INFO - Epoch(train) [20][3700/5005] lr: 9.3471e-02 eta: 17:14:08 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.1865 2022/12/04 17:52:15 - mmengine - INFO - Epoch(train) [20][3800/5005] lr: 9.3458e-02 eta: 17:13:55 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.0970 2022/12/04 17:52:27 - mmengine - INFO - Epoch(train) [20][3900/5005] lr: 9.3445e-02 eta: 17:13:43 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0326 2022/12/04 17:52:28 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:52:40 - mmengine - INFO - Epoch(train) [20][4000/5005] lr: 9.3432e-02 eta: 17:13:31 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.3197 2022/12/04 17:52:52 - mmengine - INFO - Epoch(train) [20][4100/5005] lr: 9.3419e-02 eta: 17:13:19 time: 0.1241 data_time: 0.0010 memory: 4034 loss: 1.7124 2022/12/04 17:53:05 - mmengine - INFO - Epoch(train) [20][4200/5005] lr: 9.3406e-02 eta: 17:13:07 time: 0.1240 data_time: 0.0010 memory: 4034 loss: 2.0642 2022/12/04 17:53:17 - mmengine - INFO - Epoch(train) [20][4300/5005] lr: 9.3393e-02 eta: 17:12:54 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9481 2022/12/04 17:53:30 - mmengine - INFO - Epoch(train) [20][4400/5005] lr: 9.3380e-02 eta: 17:12:42 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.7922 2022/12/04 17:53:42 - mmengine - INFO - Epoch(train) [20][4500/5005] lr: 9.3367e-02 eta: 17:12:30 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 1.9469 2022/12/04 17:53:54 - mmengine - INFO - Epoch(train) [20][4600/5005] lr: 9.3354e-02 eta: 17:12:18 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 2.3739 2022/12/04 17:54:07 - mmengine - INFO - Epoch(train) [20][4700/5005] lr: 9.3341e-02 eta: 17:12:05 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9939 2022/12/04 17:54:19 - mmengine - INFO - Epoch(train) [20][4800/5005] lr: 9.3328e-02 eta: 17:11:53 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 2.2363 2022/12/04 17:54:32 - mmengine - INFO - Epoch(train) [20][4900/5005] lr: 9.3315e-02 eta: 17:11:41 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.9347 2022/12/04 17:54:32 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:54:44 - mmengine - INFO - Epoch(train) [20][5000/5005] lr: 9.3302e-02 eta: 17:11:29 time: 0.1248 data_time: 0.0019 memory: 4034 loss: 2.1779 2022/12/04 17:54:45 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:54:45 - mmengine - INFO - Saving checkpoint at 20 epochs 2022/12/04 17:54:51 - mmengine - INFO - Epoch(val) [20][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0081 memory: 4034 2022/12/04 17:55:04 - mmengine - INFO - Epoch(val) [20][196/196] accuracy/top1: 58.6500 accuracy/top5: 82.3800 2022/12/04 17:55:17 - mmengine - INFO - Epoch(train) [21][ 100/5005] lr: 9.3288e-02 eta: 17:11:17 time: 0.1237 data_time: 0.0012 memory: 4034 loss: 2.0027 2022/12/04 17:55:30 - mmengine - INFO - Epoch(train) [21][ 200/5005] lr: 9.3275e-02 eta: 17:11:05 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.1732 2022/12/04 17:55:42 - mmengine - INFO - Epoch(train) [21][ 300/5005] lr: 9.3262e-02 eta: 17:10:53 time: 0.1237 data_time: 0.0011 memory: 4034 loss: 2.0778 2022/12/04 17:55:54 - mmengine - INFO - Epoch(train) [21][ 400/5005] lr: 9.3249e-02 eta: 17:10:41 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.9987 2022/12/04 17:56:07 - mmengine - INFO - Epoch(train) [21][ 500/5005] lr: 9.3236e-02 eta: 17:10:28 time: 0.1237 data_time: 0.0011 memory: 4034 loss: 1.8842 2022/12/04 17:56:19 - mmengine - INFO - Epoch(train) [21][ 600/5005] lr: 9.3223e-02 eta: 17:10:16 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.2313 2022/12/04 17:56:32 - mmengine - INFO - Epoch(train) [21][ 700/5005] lr: 9.3210e-02 eta: 17:10:04 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9610 2022/12/04 17:56:44 - mmengine - INFO - Epoch(train) [21][ 800/5005] lr: 9.3196e-02 eta: 17:09:52 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0549 2022/12/04 17:56:57 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:56:57 - mmengine - INFO - Epoch(train) [21][ 900/5005] lr: 9.3183e-02 eta: 17:09:40 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.0020 2022/12/04 17:57:09 - mmengine - INFO - Epoch(train) [21][1000/5005] lr: 9.3170e-02 eta: 17:09:27 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 1.8693 2022/12/04 17:57:21 - mmengine - INFO - Epoch(train) [21][1100/5005] lr: 9.3157e-02 eta: 17:09:15 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.8933 2022/12/04 17:57:34 - mmengine - INFO - Epoch(train) [21][1200/5005] lr: 9.3144e-02 eta: 17:09:03 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 1.9346 2022/12/04 17:57:46 - mmengine - INFO - Epoch(train) [21][1300/5005] lr: 9.3130e-02 eta: 17:08:51 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.0639 2022/12/04 17:57:59 - mmengine - INFO - Epoch(train) [21][1400/5005] lr: 9.3117e-02 eta: 17:08:38 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.8430 2022/12/04 17:58:11 - mmengine - INFO - Epoch(train) [21][1500/5005] lr: 9.3104e-02 eta: 17:08:26 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 1.9471 2022/12/04 17:58:24 - mmengine - INFO - Epoch(train) [21][1600/5005] lr: 9.3091e-02 eta: 17:08:14 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.1131 2022/12/04 17:58:36 - mmengine - INFO - Epoch(train) [21][1700/5005] lr: 9.3077e-02 eta: 17:08:02 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.0915 2022/12/04 17:58:48 - mmengine - INFO - Epoch(train) [21][1800/5005] lr: 9.3064e-02 eta: 17:07:49 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 1.7702 2022/12/04 17:59:01 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 17:59:01 - mmengine - INFO - Epoch(train) [21][1900/5005] lr: 9.3051e-02 eta: 17:07:37 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0198 2022/12/04 17:59:13 - mmengine - INFO - Epoch(train) [21][2000/5005] lr: 9.3038e-02 eta: 17:07:25 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.1378 2022/12/04 17:59:26 - mmengine - INFO - Epoch(train) [21][2100/5005] lr: 9.3024e-02 eta: 17:07:13 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.9036 2022/12/04 17:59:38 - mmengine - INFO - Epoch(train) [21][2200/5005] lr: 9.3011e-02 eta: 17:07:01 time: 0.1243 data_time: 0.0011 memory: 4034 loss: 2.0867 2022/12/04 17:59:51 - mmengine - INFO - Epoch(train) [21][2300/5005] lr: 9.2998e-02 eta: 17:06:48 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.1889 2022/12/04 18:00:03 - mmengine - INFO - Epoch(train) [21][2400/5005] lr: 9.2984e-02 eta: 17:06:36 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0688 2022/12/04 18:00:15 - mmengine - INFO - Epoch(train) [21][2500/5005] lr: 9.2971e-02 eta: 17:06:24 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 2.2060 2022/12/04 18:00:28 - mmengine - INFO - Epoch(train) [21][2600/5005] lr: 9.2957e-02 eta: 17:06:12 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.3222 2022/12/04 18:00:40 - mmengine - INFO - Epoch(train) [21][2700/5005] lr: 9.2944e-02 eta: 17:05:59 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 1.9263 2022/12/04 18:00:53 - mmengine - INFO - Epoch(train) [21][2800/5005] lr: 9.2931e-02 eta: 17:05:47 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 2.0995 2022/12/04 18:01:05 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:01:05 - mmengine - INFO - Epoch(train) [21][2900/5005] lr: 9.2917e-02 eta: 17:05:35 time: 0.1238 data_time: 0.0010 memory: 4034 loss: 1.9283 2022/12/04 18:01:17 - mmengine - INFO - Epoch(train) [21][3000/5005] lr: 9.2904e-02 eta: 17:05:23 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 1.9467 2022/12/04 18:01:30 - mmengine - INFO - Epoch(train) [21][3100/5005] lr: 9.2890e-02 eta: 17:05:11 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.0675 2022/12/04 18:01:42 - mmengine - INFO - Epoch(train) [21][3200/5005] lr: 9.2877e-02 eta: 17:04:58 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.0472 2022/12/04 18:01:55 - mmengine - INFO - Epoch(train) [21][3300/5005] lr: 9.2863e-02 eta: 17:04:46 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9620 2022/12/04 18:02:07 - mmengine - INFO - Epoch(train) [21][3400/5005] lr: 9.2850e-02 eta: 17:04:34 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 2.2129 2022/12/04 18:02:20 - mmengine - INFO - Epoch(train) [21][3500/5005] lr: 9.2836e-02 eta: 17:04:22 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0263 2022/12/04 18:02:32 - mmengine - INFO - Epoch(train) [21][3600/5005] lr: 9.2823e-02 eta: 17:04:10 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.1632 2022/12/04 18:02:45 - mmengine - INFO - Epoch(train) [21][3700/5005] lr: 9.2809e-02 eta: 17:03:57 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0584 2022/12/04 18:02:57 - mmengine - INFO - Epoch(train) [21][3800/5005] lr: 9.2796e-02 eta: 17:03:45 time: 0.1240 data_time: 0.0010 memory: 4034 loss: 2.2789 2022/12/04 18:03:09 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:03:09 - mmengine - INFO - Epoch(train) [21][3900/5005] lr: 9.2782e-02 eta: 17:03:33 time: 0.1240 data_time: 0.0010 memory: 4034 loss: 2.0531 2022/12/04 18:03:22 - mmengine - INFO - Epoch(train) [21][4000/5005] lr: 9.2769e-02 eta: 17:03:21 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 1.9362 2022/12/04 18:03:34 - mmengine - INFO - Epoch(train) [21][4100/5005] lr: 9.2755e-02 eta: 17:03:08 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.8414 2022/12/04 18:03:47 - mmengine - INFO - Epoch(train) [21][4200/5005] lr: 9.2742e-02 eta: 17:02:56 time: 0.1237 data_time: 0.0011 memory: 4034 loss: 2.0880 2022/12/04 18:03:59 - mmengine - INFO - Epoch(train) [21][4300/5005] lr: 9.2728e-02 eta: 17:02:44 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 2.1452 2022/12/04 18:04:11 - mmengine - INFO - Epoch(train) [21][4400/5005] lr: 9.2715e-02 eta: 17:02:32 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.2316 2022/12/04 18:04:24 - mmengine - INFO - Epoch(train) [21][4500/5005] lr: 9.2701e-02 eta: 17:02:19 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.0836 2022/12/04 18:04:36 - mmengine - INFO - Epoch(train) [21][4600/5005] lr: 9.2687e-02 eta: 17:02:07 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.8894 2022/12/04 18:04:49 - mmengine - INFO - Epoch(train) [21][4700/5005] lr: 9.2674e-02 eta: 17:01:55 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.9982 2022/12/04 18:05:01 - mmengine - INFO - Epoch(train) [21][4800/5005] lr: 9.2660e-02 eta: 17:01:43 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 2.1103 2022/12/04 18:05:14 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:05:14 - mmengine - INFO - Epoch(train) [21][4900/5005] lr: 9.2646e-02 eta: 17:01:30 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0949 2022/12/04 18:05:26 - mmengine - INFO - Epoch(train) [21][5000/5005] lr: 9.2633e-02 eta: 17:01:18 time: 0.1249 data_time: 0.0019 memory: 4034 loss: 2.1803 2022/12/04 18:05:27 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:05:27 - mmengine - INFO - Saving checkpoint at 21 epochs 2022/12/04 18:05:33 - mmengine - INFO - Epoch(val) [21][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0082 memory: 4034 2022/12/04 18:05:46 - mmengine - INFO - Epoch(val) [21][196/196] accuracy/top1: 59.1380 accuracy/top5: 82.2160 2022/12/04 18:05:59 - mmengine - INFO - Epoch(train) [22][ 100/5005] lr: 9.2618e-02 eta: 17:01:07 time: 0.1237 data_time: 0.0011 memory: 4034 loss: 1.8624 2022/12/04 18:06:11 - mmengine - INFO - Epoch(train) [22][ 200/5005] lr: 9.2605e-02 eta: 17:00:54 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.9271 2022/12/04 18:06:24 - mmengine - INFO - Epoch(train) [22][ 300/5005] lr: 9.2591e-02 eta: 17:00:42 time: 0.1239 data_time: 0.0010 memory: 4034 loss: 2.0944 2022/12/04 18:06:36 - mmengine - INFO - Epoch(train) [22][ 400/5005] lr: 9.2577e-02 eta: 17:00:30 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.0645 2022/12/04 18:06:49 - mmengine - INFO - Epoch(train) [22][ 500/5005] lr: 9.2564e-02 eta: 17:00:18 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.8978 2022/12/04 18:07:01 - mmengine - INFO - Epoch(train) [22][ 600/5005] lr: 9.2550e-02 eta: 17:00:05 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.7557 2022/12/04 18:07:14 - mmengine - INFO - Epoch(train) [22][ 700/5005] lr: 9.2536e-02 eta: 16:59:53 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.7695 2022/12/04 18:07:26 - mmengine - INFO - Epoch(train) [22][ 800/5005] lr: 9.2522e-02 eta: 16:59:41 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.1699 2022/12/04 18:07:38 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:07:38 - mmengine - INFO - Epoch(train) [22][ 900/5005] lr: 9.2509e-02 eta: 16:59:29 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.9937 2022/12/04 18:07:51 - mmengine - INFO - Epoch(train) [22][1000/5005] lr: 9.2495e-02 eta: 16:59:16 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.0302 2022/12/04 18:08:03 - mmengine - INFO - Epoch(train) [22][1100/5005] lr: 9.2481e-02 eta: 16:59:04 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.7590 2022/12/04 18:08:16 - mmengine - INFO - Epoch(train) [22][1200/5005] lr: 9.2467e-02 eta: 16:58:52 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.3035 2022/12/04 18:08:28 - mmengine - INFO - Epoch(train) [22][1300/5005] lr: 9.2454e-02 eta: 16:58:40 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.0747 2022/12/04 18:08:41 - mmengine - INFO - Epoch(train) [22][1400/5005] lr: 9.2440e-02 eta: 16:58:28 time: 0.1258 data_time: 0.0011 memory: 4034 loss: 1.8872 2022/12/04 18:08:53 - mmengine - INFO - Epoch(train) [22][1500/5005] lr: 9.2426e-02 eta: 16:58:15 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.7938 2022/12/04 18:09:05 - mmengine - INFO - Epoch(train) [22][1600/5005] lr: 9.2412e-02 eta: 16:58:03 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0592 2022/12/04 18:09:18 - mmengine - INFO - Epoch(train) [22][1700/5005] lr: 9.2398e-02 eta: 16:57:51 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 1.9792 2022/12/04 18:09:30 - mmengine - INFO - Epoch(train) [22][1800/5005] lr: 9.2384e-02 eta: 16:57:39 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.9430 2022/12/04 18:09:42 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:09:43 - mmengine - INFO - Epoch(train) [22][1900/5005] lr: 9.2370e-02 eta: 16:57:26 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.9657 2022/12/04 18:09:55 - mmengine - INFO - Epoch(train) [22][2000/5005] lr: 9.2357e-02 eta: 16:57:14 time: 0.1240 data_time: 0.0013 memory: 4034 loss: 2.0663 2022/12/04 18:10:08 - mmengine - INFO - Epoch(train) [22][2100/5005] lr: 9.2343e-02 eta: 16:57:02 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.1494 2022/12/04 18:10:20 - mmengine - INFO - Epoch(train) [22][2200/5005] lr: 9.2329e-02 eta: 16:56:50 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.9266 2022/12/04 18:10:33 - mmengine - INFO - Epoch(train) [22][2300/5005] lr: 9.2315e-02 eta: 16:56:38 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.0005 2022/12/04 18:10:45 - mmengine - INFO - Epoch(train) [22][2400/5005] lr: 9.2301e-02 eta: 16:56:26 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.9089 2022/12/04 18:10:57 - mmengine - INFO - Epoch(train) [22][2500/5005] lr: 9.2287e-02 eta: 16:56:14 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.9175 2022/12/04 18:11:10 - mmengine - INFO - Epoch(train) [22][2600/5005] lr: 9.2273e-02 eta: 16:56:01 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.0236 2022/12/04 18:11:22 - mmengine - INFO - Epoch(train) [22][2700/5005] lr: 9.2259e-02 eta: 16:55:49 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.0369 2022/12/04 18:11:35 - mmengine - INFO - Epoch(train) [22][2800/5005] lr: 9.2245e-02 eta: 16:55:37 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9911 2022/12/04 18:11:47 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:11:47 - mmengine - INFO - Epoch(train) [22][2900/5005] lr: 9.2231e-02 eta: 16:55:25 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0545 2022/12/04 18:12:00 - mmengine - INFO - Epoch(train) [22][3000/5005] lr: 9.2217e-02 eta: 16:55:13 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9291 2022/12/04 18:12:12 - mmengine - INFO - Epoch(train) [22][3100/5005] lr: 9.2203e-02 eta: 16:55:01 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.1195 2022/12/04 18:12:24 - mmengine - INFO - Epoch(train) [22][3200/5005] lr: 9.2189e-02 eta: 16:54:48 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.1865 2022/12/04 18:12:37 - mmengine - INFO - Epoch(train) [22][3300/5005] lr: 9.2175e-02 eta: 16:54:36 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.1296 2022/12/04 18:12:49 - mmengine - INFO - Epoch(train) [22][3400/5005] lr: 9.2161e-02 eta: 16:54:24 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.0875 2022/12/04 18:13:02 - mmengine - INFO - Epoch(train) [22][3500/5005] lr: 9.2147e-02 eta: 16:54:12 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.8282 2022/12/04 18:13:14 - mmengine - INFO - Epoch(train) [22][3600/5005] lr: 9.2133e-02 eta: 16:53:59 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.0980 2022/12/04 18:13:27 - mmengine - INFO - Epoch(train) [22][3700/5005] lr: 9.2119e-02 eta: 16:53:47 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0455 2022/12/04 18:13:39 - mmengine - INFO - Epoch(train) [22][3800/5005] lr: 9.2104e-02 eta: 16:53:35 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.2133 2022/12/04 18:13:51 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:13:52 - mmengine - INFO - Epoch(train) [22][3900/5005] lr: 9.2090e-02 eta: 16:53:23 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.0713 2022/12/04 18:14:04 - mmengine - INFO - Epoch(train) [22][4000/5005] lr: 9.2076e-02 eta: 16:53:11 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.9858 2022/12/04 18:14:16 - mmengine - INFO - Epoch(train) [22][4100/5005] lr: 9.2062e-02 eta: 16:52:59 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.7951 2022/12/04 18:14:29 - mmengine - INFO - Epoch(train) [22][4200/5005] lr: 9.2048e-02 eta: 16:52:46 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.0125 2022/12/04 18:14:41 - mmengine - INFO - Epoch(train) [22][4300/5005] lr: 9.2034e-02 eta: 16:52:34 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9426 2022/12/04 18:14:54 - mmengine - INFO - Epoch(train) [22][4400/5005] lr: 9.2020e-02 eta: 16:52:22 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.8593 2022/12/04 18:15:06 - mmengine - INFO - Epoch(train) [22][4500/5005] lr: 9.2005e-02 eta: 16:52:10 time: 0.1264 data_time: 0.0011 memory: 4034 loss: 2.0193 2022/12/04 18:15:19 - mmengine - INFO - Epoch(train) [22][4600/5005] lr: 9.1991e-02 eta: 16:51:58 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.8441 2022/12/04 18:15:31 - mmengine - INFO - Epoch(train) [22][4700/5005] lr: 9.1977e-02 eta: 16:51:46 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.8417 2022/12/04 18:15:44 - mmengine - INFO - Epoch(train) [22][4800/5005] lr: 9.1963e-02 eta: 16:51:33 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.1112 2022/12/04 18:15:55 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:15:56 - mmengine - INFO - Epoch(train) [22][4900/5005] lr: 9.1949e-02 eta: 16:51:21 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.1093 2022/12/04 18:16:08 - mmengine - INFO - Epoch(train) [22][5000/5005] lr: 9.1934e-02 eta: 16:51:09 time: 0.1249 data_time: 0.0020 memory: 4034 loss: 2.2729 2022/12/04 18:16:09 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:16:09 - mmengine - INFO - Saving checkpoint at 22 epochs 2022/12/04 18:16:16 - mmengine - INFO - Epoch(val) [22][100/196] eta: 0:00:03 time: 0.0350 data_time: 0.0079 memory: 4034 2022/12/04 18:16:29 - mmengine - INFO - Epoch(val) [22][196/196] accuracy/top1: 59.4720 accuracy/top5: 83.0140 2022/12/04 18:16:41 - mmengine - INFO - Epoch(train) [23][ 100/5005] lr: 9.1919e-02 eta: 16:50:57 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.9861 2022/12/04 18:16:54 - mmengine - INFO - Epoch(train) [23][ 200/5005] lr: 9.1905e-02 eta: 16:50:45 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 2.0267 2022/12/04 18:17:06 - mmengine - INFO - Epoch(train) [23][ 300/5005] lr: 9.1891e-02 eta: 16:50:32 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.0486 2022/12/04 18:17:19 - mmengine - INFO - Epoch(train) [23][ 400/5005] lr: 9.1877e-02 eta: 16:50:20 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0057 2022/12/04 18:17:31 - mmengine - INFO - Epoch(train) [23][ 500/5005] lr: 9.1862e-02 eta: 16:50:08 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.8349 2022/12/04 18:17:44 - mmengine - INFO - Epoch(train) [23][ 600/5005] lr: 9.1848e-02 eta: 16:49:56 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.9767 2022/12/04 18:17:56 - mmengine - INFO - Epoch(train) [23][ 700/5005] lr: 9.1834e-02 eta: 16:49:43 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.8968 2022/12/04 18:18:08 - mmengine - INFO - Epoch(train) [23][ 800/5005] lr: 9.1819e-02 eta: 16:49:31 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.8910 2022/12/04 18:18:20 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:18:21 - mmengine - INFO - Epoch(train) [23][ 900/5005] lr: 9.1805e-02 eta: 16:49:19 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.1266 2022/12/04 18:18:33 - mmengine - INFO - Epoch(train) [23][1000/5005] lr: 9.1791e-02 eta: 16:49:07 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.1109 2022/12/04 18:18:46 - mmengine - INFO - Epoch(train) [23][1100/5005] lr: 9.1776e-02 eta: 16:48:55 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9995 2022/12/04 18:18:58 - mmengine - INFO - Epoch(train) [23][1200/5005] lr: 9.1762e-02 eta: 16:48:42 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9976 2022/12/04 18:19:11 - mmengine - INFO - Epoch(train) [23][1300/5005] lr: 9.1748e-02 eta: 16:48:30 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0002 2022/12/04 18:19:23 - mmengine - INFO - Epoch(train) [23][1400/5005] lr: 9.1733e-02 eta: 16:48:18 time: 0.1238 data_time: 0.0011 memory: 4034 loss: 2.1420 2022/12/04 18:19:35 - mmengine - INFO - Epoch(train) [23][1500/5005] lr: 9.1719e-02 eta: 16:48:06 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9990 2022/12/04 18:19:48 - mmengine - INFO - Epoch(train) [23][1600/5005] lr: 9.1704e-02 eta: 16:47:53 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.9127 2022/12/04 18:20:00 - mmengine - INFO - Epoch(train) [23][1700/5005] lr: 9.1690e-02 eta: 16:47:41 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.0251 2022/12/04 18:20:13 - mmengine - INFO - Epoch(train) [23][1800/5005] lr: 9.1675e-02 eta: 16:47:29 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.1037 2022/12/04 18:20:24 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:20:25 - mmengine - INFO - Epoch(train) [23][1900/5005] lr: 9.1661e-02 eta: 16:47:17 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.0665 2022/12/04 18:20:38 - mmengine - INFO - Epoch(train) [23][2000/5005] lr: 9.1646e-02 eta: 16:47:04 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.0517 2022/12/04 18:20:50 - mmengine - INFO - Epoch(train) [23][2100/5005] lr: 9.1632e-02 eta: 16:46:52 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.1111 2022/12/04 18:21:03 - mmengine - INFO - Epoch(train) [23][2200/5005] lr: 9.1618e-02 eta: 16:46:40 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9980 2022/12/04 18:21:15 - mmengine - INFO - Epoch(train) [23][2300/5005] lr: 9.1603e-02 eta: 16:46:28 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.0475 2022/12/04 18:21:27 - mmengine - INFO - Epoch(train) [23][2400/5005] lr: 9.1589e-02 eta: 16:46:15 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.1044 2022/12/04 18:21:40 - mmengine - INFO - Epoch(train) [23][2500/5005] lr: 9.1574e-02 eta: 16:46:03 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9217 2022/12/04 18:21:52 - mmengine - INFO - Epoch(train) [23][2600/5005] lr: 9.1559e-02 eta: 16:45:51 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.2281 2022/12/04 18:22:05 - mmengine - INFO - Epoch(train) [23][2700/5005] lr: 9.1545e-02 eta: 16:45:39 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.9867 2022/12/04 18:22:17 - mmengine - INFO - Epoch(train) [23][2800/5005] lr: 9.1530e-02 eta: 16:45:27 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0035 2022/12/04 18:22:28 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:22:30 - mmengine - INFO - Epoch(train) [23][2900/5005] lr: 9.1516e-02 eta: 16:45:15 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9571 2022/12/04 18:22:42 - mmengine - INFO - Epoch(train) [23][3000/5005] lr: 9.1501e-02 eta: 16:45:02 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.9354 2022/12/04 18:22:54 - mmengine - INFO - Epoch(train) [23][3100/5005] lr: 9.1487e-02 eta: 16:44:50 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.1372 2022/12/04 18:23:07 - mmengine - INFO - Epoch(train) [23][3200/5005] lr: 9.1472e-02 eta: 16:44:38 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.1218 2022/12/04 18:23:19 - mmengine - INFO - Epoch(train) [23][3300/5005] lr: 9.1457e-02 eta: 16:44:26 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.8960 2022/12/04 18:23:32 - mmengine - INFO - Epoch(train) [23][3400/5005] lr: 9.1443e-02 eta: 16:44:14 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.8772 2022/12/04 18:23:44 - mmengine - INFO - Epoch(train) [23][3500/5005] lr: 9.1428e-02 eta: 16:44:01 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.0414 2022/12/04 18:23:57 - mmengine - INFO - Epoch(train) [23][3600/5005] lr: 9.1413e-02 eta: 16:43:49 time: 0.1288 data_time: 0.0012 memory: 4034 loss: 1.9937 2022/12/04 18:24:09 - mmengine - INFO - Epoch(train) [23][3700/5005] lr: 9.1399e-02 eta: 16:43:37 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9745 2022/12/04 18:24:22 - mmengine - INFO - Epoch(train) [23][3800/5005] lr: 9.1384e-02 eta: 16:43:25 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.9874 2022/12/04 18:24:33 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:24:34 - mmengine - INFO - Epoch(train) [23][3900/5005] lr: 9.1369e-02 eta: 16:43:13 time: 0.1240 data_time: 0.0012 memory: 4034 loss: 1.8055 2022/12/04 18:24:47 - mmengine - INFO - Epoch(train) [23][4000/5005] lr: 9.1355e-02 eta: 16:43:01 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.7575 2022/12/04 18:24:59 - mmengine - INFO - Epoch(train) [23][4100/5005] lr: 9.1340e-02 eta: 16:42:48 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0863 2022/12/04 18:25:11 - mmengine - INFO - Epoch(train) [23][4200/5005] lr: 9.1325e-02 eta: 16:42:36 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.8329 2022/12/04 18:25:24 - mmengine - INFO - Epoch(train) [23][4300/5005] lr: 9.1311e-02 eta: 16:42:24 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0156 2022/12/04 18:25:36 - mmengine - INFO - Epoch(train) [23][4400/5005] lr: 9.1296e-02 eta: 16:42:12 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9687 2022/12/04 18:25:49 - mmengine - INFO - Epoch(train) [23][4500/5005] lr: 9.1281e-02 eta: 16:41:59 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.1092 2022/12/04 18:26:01 - mmengine - INFO - Epoch(train) [23][4600/5005] lr: 9.1266e-02 eta: 16:41:47 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.2379 2022/12/04 18:26:14 - mmengine - INFO - Epoch(train) [23][4700/5005] lr: 9.1252e-02 eta: 16:41:35 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0988 2022/12/04 18:26:26 - mmengine - INFO - Epoch(train) [23][4800/5005] lr: 9.1237e-02 eta: 16:41:23 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.9278 2022/12/04 18:26:37 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:26:39 - mmengine - INFO - Epoch(train) [23][4900/5005] lr: 9.1222e-02 eta: 16:41:10 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.0932 2022/12/04 18:26:51 - mmengine - INFO - Epoch(train) [23][5000/5005] lr: 9.1207e-02 eta: 16:40:58 time: 0.1250 data_time: 0.0020 memory: 4034 loss: 2.2188 2022/12/04 18:26:52 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:26:52 - mmengine - INFO - Saving checkpoint at 23 epochs 2022/12/04 18:26:58 - mmengine - INFO - Epoch(val) [23][100/196] eta: 0:00:03 time: 0.0323 data_time: 0.0051 memory: 4034 2022/12/04 18:27:11 - mmengine - INFO - Epoch(val) [23][196/196] accuracy/top1: 59.5120 accuracy/top5: 83.0680 2022/12/04 18:27:24 - mmengine - INFO - Epoch(train) [24][ 100/5005] lr: 9.1192e-02 eta: 16:40:47 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.9911 2022/12/04 18:27:37 - mmengine - INFO - Epoch(train) [24][ 200/5005] lr: 9.1177e-02 eta: 16:40:35 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.7903 2022/12/04 18:27:49 - mmengine - INFO - Epoch(train) [24][ 300/5005] lr: 9.1162e-02 eta: 16:40:23 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.1186 2022/12/04 18:28:02 - mmengine - INFO - Epoch(train) [24][ 400/5005] lr: 9.1147e-02 eta: 16:40:10 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9705 2022/12/04 18:28:14 - mmengine - INFO - Epoch(train) [24][ 500/5005] lr: 9.1132e-02 eta: 16:39:58 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.8816 2022/12/04 18:28:26 - mmengine - INFO - Epoch(train) [24][ 600/5005] lr: 9.1117e-02 eta: 16:39:46 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.8599 2022/12/04 18:28:39 - mmengine - INFO - Epoch(train) [24][ 700/5005] lr: 9.1102e-02 eta: 16:39:34 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.6646 2022/12/04 18:28:51 - mmengine - INFO - Epoch(train) [24][ 800/5005] lr: 9.1088e-02 eta: 16:39:21 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.8094 2022/12/04 18:29:02 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:29:04 - mmengine - INFO - Epoch(train) [24][ 900/5005] lr: 9.1073e-02 eta: 16:39:09 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.0537 2022/12/04 18:29:16 - mmengine - INFO - Epoch(train) [24][1000/5005] lr: 9.1058e-02 eta: 16:38:57 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.9919 2022/12/04 18:29:29 - mmengine - INFO - Epoch(train) [24][1100/5005] lr: 9.1043e-02 eta: 16:38:45 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0580 2022/12/04 18:29:41 - mmengine - INFO - Epoch(train) [24][1200/5005] lr: 9.1028e-02 eta: 16:38:33 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0521 2022/12/04 18:29:54 - mmengine - INFO - Epoch(train) [24][1300/5005] lr: 9.1013e-02 eta: 16:38:21 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.9654 2022/12/04 18:30:06 - mmengine - INFO - Epoch(train) [24][1400/5005] lr: 9.0998e-02 eta: 16:38:08 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9784 2022/12/04 18:30:18 - mmengine - INFO - Epoch(train) [24][1500/5005] lr: 9.0983e-02 eta: 16:37:56 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.2792 2022/12/04 18:30:31 - mmengine - INFO - Epoch(train) [24][1600/5005] lr: 9.0968e-02 eta: 16:37:44 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.1786 2022/12/04 18:30:43 - mmengine - INFO - Epoch(train) [24][1700/5005] lr: 9.0953e-02 eta: 16:37:32 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9590 2022/12/04 18:30:56 - mmengine - INFO - Epoch(train) [24][1800/5005] lr: 9.0938e-02 eta: 16:37:19 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.1808 2022/12/04 18:31:06 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:31:08 - mmengine - INFO - Epoch(train) [24][1900/5005] lr: 9.0923e-02 eta: 16:37:07 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0494 2022/12/04 18:31:21 - mmengine - INFO - Epoch(train) [24][2000/5005] lr: 9.0908e-02 eta: 16:36:55 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.8812 2022/12/04 18:31:33 - mmengine - INFO - Epoch(train) [24][2100/5005] lr: 9.0893e-02 eta: 16:36:43 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.3789 2022/12/04 18:31:46 - mmengine - INFO - Epoch(train) [24][2200/5005] lr: 9.0878e-02 eta: 16:36:30 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.0641 2022/12/04 18:31:58 - mmengine - INFO - Epoch(train) [24][2300/5005] lr: 9.0863e-02 eta: 16:36:18 time: 0.1240 data_time: 0.0012 memory: 4034 loss: 1.9808 2022/12/04 18:32:10 - mmengine - INFO - Epoch(train) [24][2400/5005] lr: 9.0848e-02 eta: 16:36:06 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.0651 2022/12/04 18:32:23 - mmengine - INFO - Epoch(train) [24][2500/5005] lr: 9.0833e-02 eta: 16:35:54 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.9018 2022/12/04 18:32:35 - mmengine - INFO - Epoch(train) [24][2600/5005] lr: 9.0818e-02 eta: 16:35:42 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0450 2022/12/04 18:32:48 - mmengine - INFO - Epoch(train) [24][2700/5005] lr: 9.0802e-02 eta: 16:35:29 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.1448 2022/12/04 18:33:00 - mmengine - INFO - Epoch(train) [24][2800/5005] lr: 9.0787e-02 eta: 16:35:17 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.1322 2022/12/04 18:33:11 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:33:13 - mmengine - INFO - Epoch(train) [24][2900/5005] lr: 9.0772e-02 eta: 16:35:05 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9638 2022/12/04 18:33:25 - mmengine - INFO - Epoch(train) [24][3000/5005] lr: 9.0757e-02 eta: 16:34:52 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.2639 2022/12/04 18:33:38 - mmengine - INFO - Epoch(train) [24][3100/5005] lr: 9.0742e-02 eta: 16:34:40 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.1905 2022/12/04 18:33:50 - mmengine - INFO - Epoch(train) [24][3200/5005] lr: 9.0727e-02 eta: 16:34:28 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9820 2022/12/04 18:34:02 - mmengine - INFO - Epoch(train) [24][3300/5005] lr: 9.0711e-02 eta: 16:34:16 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9395 2022/12/04 18:34:15 - mmengine - INFO - Epoch(train) [24][3400/5005] lr: 9.0696e-02 eta: 16:34:04 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9616 2022/12/04 18:34:27 - mmengine - INFO - Epoch(train) [24][3500/5005] lr: 9.0681e-02 eta: 16:33:51 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.8719 2022/12/04 18:34:40 - mmengine - INFO - Epoch(train) [24][3600/5005] lr: 9.0666e-02 eta: 16:33:39 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.1349 2022/12/04 18:34:52 - mmengine - INFO - Epoch(train) [24][3700/5005] lr: 9.0651e-02 eta: 16:33:27 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.2666 2022/12/04 18:35:05 - mmengine - INFO - Epoch(train) [24][3800/5005] lr: 9.0635e-02 eta: 16:33:15 time: 0.1244 data_time: 0.0011 memory: 4034 loss: 2.2244 2022/12/04 18:35:15 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:35:17 - mmengine - INFO - Epoch(train) [24][3900/5005] lr: 9.0620e-02 eta: 16:33:03 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0212 2022/12/04 18:35:30 - mmengine - INFO - Epoch(train) [24][4000/5005] lr: 9.0605e-02 eta: 16:32:50 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.9459 2022/12/04 18:35:42 - mmengine - INFO - Epoch(train) [24][4100/5005] lr: 9.0590e-02 eta: 16:32:38 time: 0.1240 data_time: 0.0012 memory: 4034 loss: 1.8888 2022/12/04 18:35:54 - mmengine - INFO - Epoch(train) [24][4200/5005] lr: 9.0574e-02 eta: 16:32:26 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.1546 2022/12/04 18:36:07 - mmengine - INFO - Epoch(train) [24][4300/5005] lr: 9.0559e-02 eta: 16:32:14 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0397 2022/12/04 18:36:19 - mmengine - INFO - Epoch(train) [24][4400/5005] lr: 9.0544e-02 eta: 16:32:01 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.1064 2022/12/04 18:36:32 - mmengine - INFO - Epoch(train) [24][4500/5005] lr: 9.0528e-02 eta: 16:31:49 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.9816 2022/12/04 18:36:44 - mmengine - INFO - Epoch(train) [24][4600/5005] lr: 9.0513e-02 eta: 16:31:37 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9494 2022/12/04 18:36:57 - mmengine - INFO - Epoch(train) [24][4700/5005] lr: 9.0498e-02 eta: 16:31:25 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.8407 2022/12/04 18:37:09 - mmengine - INFO - Epoch(train) [24][4800/5005] lr: 9.0482e-02 eta: 16:31:13 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.8976 2022/12/04 18:37:20 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:37:22 - mmengine - INFO - Epoch(train) [24][4900/5005] lr: 9.0467e-02 eta: 16:31:00 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9622 2022/12/04 18:37:34 - mmengine - INFO - Epoch(train) [24][5000/5005] lr: 9.0452e-02 eta: 16:30:48 time: 0.1251 data_time: 0.0021 memory: 4034 loss: 2.0212 2022/12/04 18:37:35 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:37:35 - mmengine - INFO - Saving checkpoint at 24 epochs 2022/12/04 18:37:41 - mmengine - INFO - Epoch(val) [24][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0085 memory: 4034 2022/12/04 18:37:54 - mmengine - INFO - Epoch(val) [24][196/196] accuracy/top1: 61.3320 accuracy/top5: 84.1100 2022/12/04 18:38:07 - mmengine - INFO - Epoch(train) [25][ 100/5005] lr: 9.0436e-02 eta: 16:30:36 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.7784 2022/12/04 18:38:19 - mmengine - INFO - Epoch(train) [25][ 200/5005] lr: 9.0420e-02 eta: 16:30:24 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.8919 2022/12/04 18:38:32 - mmengine - INFO - Epoch(train) [25][ 300/5005] lr: 9.0405e-02 eta: 16:30:12 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.8077 2022/12/04 18:38:44 - mmengine - INFO - Epoch(train) [25][ 400/5005] lr: 9.0389e-02 eta: 16:29:59 time: 0.1239 data_time: 0.0012 memory: 4034 loss: 2.0244 2022/12/04 18:38:57 - mmengine - INFO - Epoch(train) [25][ 500/5005] lr: 9.0374e-02 eta: 16:29:47 time: 0.1240 data_time: 0.0012 memory: 4034 loss: 1.9239 2022/12/04 18:39:09 - mmengine - INFO - Epoch(train) [25][ 600/5005] lr: 9.0359e-02 eta: 16:29:35 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9946 2022/12/04 18:39:22 - mmengine - INFO - Epoch(train) [25][ 700/5005] lr: 9.0343e-02 eta: 16:29:23 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9338 2022/12/04 18:39:34 - mmengine - INFO - Epoch(train) [25][ 800/5005] lr: 9.0328e-02 eta: 16:29:10 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.8866 2022/12/04 18:39:44 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:39:46 - mmengine - INFO - Epoch(train) [25][ 900/5005] lr: 9.0312e-02 eta: 16:28:58 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.3086 2022/12/04 18:39:59 - mmengine - INFO - Epoch(train) [25][1000/5005] lr: 9.0297e-02 eta: 16:28:46 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0303 2022/12/04 18:40:11 - mmengine - INFO - Epoch(train) [25][1100/5005] lr: 9.0281e-02 eta: 16:28:34 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0607 2022/12/04 18:40:24 - mmengine - INFO - Epoch(train) [25][1200/5005] lr: 9.0266e-02 eta: 16:28:21 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.1490 2022/12/04 18:40:36 - mmengine - INFO - Epoch(train) [25][1300/5005] lr: 9.0250e-02 eta: 16:28:09 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.1479 2022/12/04 18:40:49 - mmengine - INFO - Epoch(train) [25][1400/5005] lr: 9.0235e-02 eta: 16:27:57 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.7799 2022/12/04 18:41:01 - mmengine - INFO - Epoch(train) [25][1500/5005] lr: 9.0219e-02 eta: 16:27:45 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9459 2022/12/04 18:41:14 - mmengine - INFO - Epoch(train) [25][1600/5005] lr: 9.0204e-02 eta: 16:27:32 time: 0.1237 data_time: 0.0012 memory: 4034 loss: 1.9461 2022/12/04 18:41:26 - mmengine - INFO - Epoch(train) [25][1700/5005] lr: 9.0188e-02 eta: 16:27:20 time: 0.1240 data_time: 0.0012 memory: 4034 loss: 1.8638 2022/12/04 18:41:38 - mmengine - INFO - Epoch(train) [25][1800/5005] lr: 9.0173e-02 eta: 16:27:08 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.9279 2022/12/04 18:41:48 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:41:51 - mmengine - INFO - Epoch(train) [25][1900/5005] lr: 9.0157e-02 eta: 16:26:56 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.9825 2022/12/04 18:42:03 - mmengine - INFO - Epoch(train) [25][2000/5005] lr: 9.0141e-02 eta: 16:26:44 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.9179 2022/12/04 18:42:16 - mmengine - INFO - Epoch(train) [25][2100/5005] lr: 9.0126e-02 eta: 16:26:31 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0802 2022/12/04 18:42:28 - mmengine - INFO - Epoch(train) [25][2200/5005] lr: 9.0110e-02 eta: 16:26:19 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.0290 2022/12/04 18:42:41 - mmengine - INFO - Epoch(train) [25][2300/5005] lr: 9.0095e-02 eta: 16:26:07 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.1197 2022/12/04 18:42:53 - mmengine - INFO - Epoch(train) [25][2400/5005] lr: 9.0079e-02 eta: 16:25:55 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 1.8353 2022/12/04 18:43:06 - mmengine - INFO - Epoch(train) [25][2500/5005] lr: 9.0063e-02 eta: 16:25:42 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.7588 2022/12/04 18:43:18 - mmengine - INFO - Epoch(train) [25][2600/5005] lr: 9.0048e-02 eta: 16:25:30 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.8738 2022/12/04 18:43:30 - mmengine - INFO - Epoch(train) [25][2700/5005] lr: 9.0032e-02 eta: 16:25:18 time: 0.1243 data_time: 0.0011 memory: 4034 loss: 1.6809 2022/12/04 18:43:43 - mmengine - INFO - Epoch(train) [25][2800/5005] lr: 9.0016e-02 eta: 16:25:06 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.9543 2022/12/04 18:43:53 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:43:55 - mmengine - INFO - Epoch(train) [25][2900/5005] lr: 9.0001e-02 eta: 16:24:53 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.1349 2022/12/04 18:44:08 - mmengine - INFO - Epoch(train) [25][3000/5005] lr: 8.9985e-02 eta: 16:24:41 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.8467 2022/12/04 18:44:20 - mmengine - INFO - Epoch(train) [25][3100/5005] lr: 8.9969e-02 eta: 16:24:29 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.7909 2022/12/04 18:44:33 - mmengine - INFO - Epoch(train) [25][3200/5005] lr: 8.9953e-02 eta: 16:24:17 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.8394 2022/12/04 18:44:45 - mmengine - INFO - Epoch(train) [25][3300/5005] lr: 8.9938e-02 eta: 16:24:04 time: 0.1240 data_time: 0.0012 memory: 4034 loss: 1.9866 2022/12/04 18:44:58 - mmengine - INFO - Epoch(train) [25][3400/5005] lr: 8.9922e-02 eta: 16:23:52 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0454 2022/12/04 18:45:10 - mmengine - INFO - Epoch(train) [25][3500/5005] lr: 8.9906e-02 eta: 16:23:40 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9372 2022/12/04 18:45:22 - mmengine - INFO - Epoch(train) [25][3600/5005] lr: 8.9890e-02 eta: 16:23:28 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 2.0678 2022/12/04 18:45:35 - mmengine - INFO - Epoch(train) [25][3700/5005] lr: 8.9875e-02 eta: 16:23:16 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.8189 2022/12/04 18:45:47 - mmengine - INFO - Epoch(train) [25][3800/5005] lr: 8.9859e-02 eta: 16:23:03 time: 0.1268 data_time: 0.0012 memory: 4034 loss: 2.0936 2022/12/04 18:45:57 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:46:00 - mmengine - INFO - Epoch(train) [25][3900/5005] lr: 8.9843e-02 eta: 16:22:51 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.0626 2022/12/04 18:46:12 - mmengine - INFO - Epoch(train) [25][4000/5005] lr: 8.9827e-02 eta: 16:22:39 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.8617 2022/12/04 18:46:25 - mmengine - INFO - Epoch(train) [25][4100/5005] lr: 8.9811e-02 eta: 16:22:27 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.2211 2022/12/04 18:46:37 - mmengine - INFO - Epoch(train) [25][4200/5005] lr: 8.9796e-02 eta: 16:22:15 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 1.9760 2022/12/04 18:46:50 - mmengine - INFO - Epoch(train) [25][4300/5005] lr: 8.9780e-02 eta: 16:22:03 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.1202 2022/12/04 18:47:02 - mmengine - INFO - Epoch(train) [25][4400/5005] lr: 8.9764e-02 eta: 16:21:50 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0063 2022/12/04 18:47:15 - mmengine - INFO - Epoch(train) [25][4500/5005] lr: 8.9748e-02 eta: 16:21:38 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.8425 2022/12/04 18:47:27 - mmengine - INFO - Epoch(train) [25][4600/5005] lr: 8.9732e-02 eta: 16:21:26 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8603 2022/12/04 18:47:40 - mmengine - INFO - Epoch(train) [25][4700/5005] lr: 8.9716e-02 eta: 16:21:14 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.9422 2022/12/04 18:47:52 - mmengine - INFO - Epoch(train) [25][4800/5005] lr: 8.9700e-02 eta: 16:21:01 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 2.1374 2022/12/04 18:48:02 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:48:04 - mmengine - INFO - Epoch(train) [25][4900/5005] lr: 8.9685e-02 eta: 16:20:49 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 1.9327 2022/12/04 18:48:17 - mmengine - INFO - Epoch(train) [25][5000/5005] lr: 8.9669e-02 eta: 16:20:37 time: 0.1251 data_time: 0.0021 memory: 4034 loss: 2.0628 2022/12/04 18:48:17 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:48:17 - mmengine - INFO - Saving checkpoint at 25 epochs 2022/12/04 18:48:24 - mmengine - INFO - Epoch(val) [25][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0079 memory: 4034 2022/12/04 18:48:37 - mmengine - INFO - Epoch(val) [25][196/196] accuracy/top1: 60.3220 accuracy/top5: 83.5540 2022/12/04 18:48:50 - mmengine - INFO - Epoch(train) [26][ 100/5005] lr: 8.9652e-02 eta: 16:20:25 time: 0.1238 data_time: 0.0012 memory: 4034 loss: 2.0078 2022/12/04 18:49:02 - mmengine - INFO - Epoch(train) [26][ 200/5005] lr: 8.9636e-02 eta: 16:20:13 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.0551 2022/12/04 18:49:15 - mmengine - INFO - Epoch(train) [26][ 300/5005] lr: 8.9620e-02 eta: 16:20:01 time: 0.1244 data_time: 0.0011 memory: 4034 loss: 1.8362 2022/12/04 18:49:27 - mmengine - INFO - Epoch(train) [26][ 400/5005] lr: 8.9604e-02 eta: 16:19:49 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.9627 2022/12/04 18:49:40 - mmengine - INFO - Epoch(train) [26][ 500/5005] lr: 8.9588e-02 eta: 16:19:37 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.1833 2022/12/04 18:49:52 - mmengine - INFO - Epoch(train) [26][ 600/5005] lr: 8.9572e-02 eta: 16:19:24 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.8518 2022/12/04 18:50:05 - mmengine - INFO - Epoch(train) [26][ 700/5005] lr: 8.9556e-02 eta: 16:19:12 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.8763 2022/12/04 18:50:17 - mmengine - INFO - Epoch(train) [26][ 800/5005] lr: 8.9540e-02 eta: 16:19:00 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.0801 2022/12/04 18:50:26 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:50:30 - mmengine - INFO - Epoch(train) [26][ 900/5005] lr: 8.9524e-02 eta: 16:18:48 time: 0.1240 data_time: 0.0012 memory: 4034 loss: 2.0166 2022/12/04 18:50:42 - mmengine - INFO - Epoch(train) [26][1000/5005] lr: 8.9508e-02 eta: 16:18:35 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.9458 2022/12/04 18:50:54 - mmengine - INFO - Epoch(train) [26][1100/5005] lr: 8.9492e-02 eta: 16:18:23 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.8382 2022/12/04 18:51:07 - mmengine - INFO - Epoch(train) [26][1200/5005] lr: 8.9476e-02 eta: 16:18:11 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.9282 2022/12/04 18:51:19 - mmengine - INFO - Epoch(train) [26][1300/5005] lr: 8.9460e-02 eta: 16:17:59 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.9483 2022/12/04 18:51:32 - mmengine - INFO - Epoch(train) [26][1400/5005] lr: 8.9444e-02 eta: 16:17:47 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.8964 2022/12/04 18:51:44 - mmengine - INFO - Epoch(train) [26][1500/5005] lr: 8.9428e-02 eta: 16:17:35 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.9034 2022/12/04 18:51:57 - mmengine - INFO - Epoch(train) [26][1600/5005] lr: 8.9412e-02 eta: 16:17:22 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.9096 2022/12/04 18:52:09 - mmengine - INFO - Epoch(train) [26][1700/5005] lr: 8.9396e-02 eta: 16:17:10 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.0737 2022/12/04 18:52:22 - mmengine - INFO - Epoch(train) [26][1800/5005] lr: 8.9379e-02 eta: 16:16:58 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.0160 2022/12/04 18:52:31 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:52:34 - mmengine - INFO - Epoch(train) [26][1900/5005] lr: 8.9363e-02 eta: 16:16:46 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.6508 2022/12/04 18:52:47 - mmengine - INFO - Epoch(train) [26][2000/5005] lr: 8.9347e-02 eta: 16:16:33 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.0872 2022/12/04 18:52:59 - mmengine - INFO - Epoch(train) [26][2100/5005] lr: 8.9331e-02 eta: 16:16:21 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 2.1837 2022/12/04 18:53:11 - mmengine - INFO - Epoch(train) [26][2200/5005] lr: 8.9315e-02 eta: 16:16:09 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.8542 2022/12/04 18:53:24 - mmengine - INFO - Epoch(train) [26][2300/5005] lr: 8.9299e-02 eta: 16:15:57 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 1.9426 2022/12/04 18:53:36 - mmengine - INFO - Epoch(train) [26][2400/5005] lr: 8.9283e-02 eta: 16:15:45 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.7533 2022/12/04 18:53:49 - mmengine - INFO - Epoch(train) [26][2500/5005] lr: 8.9266e-02 eta: 16:15:33 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.7646 2022/12/04 18:54:01 - mmengine - INFO - Epoch(train) [26][2600/5005] lr: 8.9250e-02 eta: 16:15:20 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 1.9637 2022/12/04 18:54:14 - mmengine - INFO - Epoch(train) [26][2700/5005] lr: 8.9234e-02 eta: 16:15:08 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 1.9157 2022/12/04 18:54:26 - mmengine - INFO - Epoch(train) [26][2800/5005] lr: 8.9218e-02 eta: 16:14:56 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.8009 2022/12/04 18:54:36 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:54:39 - mmengine - INFO - Epoch(train) [26][2900/5005] lr: 8.9202e-02 eta: 16:14:44 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.9585 2022/12/04 18:54:51 - mmengine - INFO - Epoch(train) [26][3000/5005] lr: 8.9185e-02 eta: 16:14:31 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.0510 2022/12/04 18:55:04 - mmengine - INFO - Epoch(train) [26][3100/5005] lr: 8.9169e-02 eta: 16:14:19 time: 0.1243 data_time: 0.0011 memory: 4034 loss: 2.0343 2022/12/04 18:55:16 - mmengine - INFO - Epoch(train) [26][3200/5005] lr: 8.9153e-02 eta: 16:14:07 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.9439 2022/12/04 18:55:29 - mmengine - INFO - Epoch(train) [26][3300/5005] lr: 8.9137e-02 eta: 16:13:55 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 2.2760 2022/12/04 18:55:41 - mmengine - INFO - Epoch(train) [26][3400/5005] lr: 8.9120e-02 eta: 16:13:43 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9230 2022/12/04 18:55:54 - mmengine - INFO - Epoch(train) [26][3500/5005] lr: 8.9104e-02 eta: 16:13:30 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.0195 2022/12/04 18:56:06 - mmengine - INFO - Epoch(train) [26][3600/5005] lr: 8.9088e-02 eta: 16:13:18 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.8159 2022/12/04 18:56:18 - mmengine - INFO - Epoch(train) [26][3700/5005] lr: 8.9071e-02 eta: 16:13:06 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0001 2022/12/04 18:56:31 - mmengine - INFO - Epoch(train) [26][3800/5005] lr: 8.9055e-02 eta: 16:12:54 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 2.0347 2022/12/04 18:56:40 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:56:43 - mmengine - INFO - Epoch(train) [26][3900/5005] lr: 8.9039e-02 eta: 16:12:42 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.1164 2022/12/04 18:56:56 - mmengine - INFO - Epoch(train) [26][4000/5005] lr: 8.9022e-02 eta: 16:12:29 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.2288 2022/12/04 18:57:08 - mmengine - INFO - Epoch(train) [26][4100/5005] lr: 8.9006e-02 eta: 16:12:17 time: 0.1244 data_time: 0.0011 memory: 4034 loss: 1.9533 2022/12/04 18:57:21 - mmengine - INFO - Epoch(train) [26][4200/5005] lr: 8.8990e-02 eta: 16:12:05 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.0496 2022/12/04 18:57:33 - mmengine - INFO - Epoch(train) [26][4300/5005] lr: 8.8973e-02 eta: 16:11:53 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.0528 2022/12/04 18:57:46 - mmengine - INFO - Epoch(train) [26][4400/5005] lr: 8.8957e-02 eta: 16:11:41 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.9459 2022/12/04 18:57:58 - mmengine - INFO - Epoch(train) [26][4500/5005] lr: 8.8940e-02 eta: 16:11:28 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.1888 2022/12/04 18:58:11 - mmengine - INFO - Epoch(train) [26][4600/5005] lr: 8.8924e-02 eta: 16:11:16 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 2.3195 2022/12/04 18:58:23 - mmengine - INFO - Epoch(train) [26][4700/5005] lr: 8.8908e-02 eta: 16:11:04 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0648 2022/12/04 18:58:35 - mmengine - INFO - Epoch(train) [26][4800/5005] lr: 8.8891e-02 eta: 16:10:52 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 2.2433 2022/12/04 18:58:45 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:58:48 - mmengine - INFO - Epoch(train) [26][4900/5005] lr: 8.8875e-02 eta: 16:10:40 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.0222 2022/12/04 18:59:00 - mmengine - INFO - Epoch(train) [26][5000/5005] lr: 8.8858e-02 eta: 16:10:27 time: 0.1251 data_time: 0.0021 memory: 4034 loss: 2.0638 2022/12/04 18:59:01 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 18:59:01 - mmengine - INFO - Saving checkpoint at 26 epochs 2022/12/04 18:59:08 - mmengine - INFO - Epoch(val) [26][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0083 memory: 4034 2022/12/04 18:59:21 - mmengine - INFO - Epoch(val) [26][196/196] accuracy/top1: 56.0480 accuracy/top5: 80.2260 2022/12/04 18:59:33 - mmengine - INFO - Epoch(train) [27][ 100/5005] lr: 8.8841e-02 eta: 16:10:15 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.0245 2022/12/04 18:59:46 - mmengine - INFO - Epoch(train) [27][ 200/5005] lr: 8.8825e-02 eta: 16:10:03 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 2.0631 2022/12/04 18:59:58 - mmengine - INFO - Epoch(train) [27][ 300/5005] lr: 8.8808e-02 eta: 16:09:51 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 2.0178 2022/12/04 19:00:11 - mmengine - INFO - Epoch(train) [27][ 400/5005] lr: 8.8792e-02 eta: 16:09:39 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 1.9952 2022/12/04 19:00:23 - mmengine - INFO - Epoch(train) [27][ 500/5005] lr: 8.8775e-02 eta: 16:09:26 time: 0.1240 data_time: 0.0012 memory: 4034 loss: 1.9394 2022/12/04 19:00:36 - mmengine - INFO - Epoch(train) [27][ 600/5005] lr: 8.8759e-02 eta: 16:09:14 time: 0.1239 data_time: 0.0011 memory: 4034 loss: 2.0306 2022/12/04 19:00:48 - mmengine - INFO - Epoch(train) [27][ 700/5005] lr: 8.8742e-02 eta: 16:09:02 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 2.1498 2022/12/04 19:01:01 - mmengine - INFO - Epoch(train) [27][ 800/5005] lr: 8.8725e-02 eta: 16:08:50 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 1.9169 2022/12/04 19:01:09 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:01:13 - mmengine - INFO - Epoch(train) [27][ 900/5005] lr: 8.8709e-02 eta: 16:08:37 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 1.9414 2022/12/04 19:01:25 - mmengine - INFO - Epoch(train) [27][1000/5005] lr: 8.8692e-02 eta: 16:08:25 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 2.0374 2022/12/04 19:01:38 - mmengine - INFO - Epoch(train) [27][1100/5005] lr: 8.8676e-02 eta: 16:08:13 time: 0.1243 data_time: 0.0011 memory: 4034 loss: 1.8969 2022/12/04 19:01:50 - mmengine - INFO - Epoch(train) [27][1200/5005] lr: 8.8659e-02 eta: 16:08:01 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0831 2022/12/04 19:02:03 - mmengine - INFO - Epoch(train) [27][1300/5005] lr: 8.8643e-02 eta: 16:07:48 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.7189 2022/12/04 19:02:15 - mmengine - INFO - Epoch(train) [27][1400/5005] lr: 8.8626e-02 eta: 16:07:36 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9089 2022/12/04 19:02:28 - mmengine - INFO - Epoch(train) [27][1500/5005] lr: 8.8609e-02 eta: 16:07:24 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 2.1013 2022/12/04 19:02:40 - mmengine - INFO - Epoch(train) [27][1600/5005] lr: 8.8593e-02 eta: 16:07:12 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8813 2022/12/04 19:02:53 - mmengine - INFO - Epoch(train) [27][1700/5005] lr: 8.8576e-02 eta: 16:07:00 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.7314 2022/12/04 19:03:05 - mmengine - INFO - Epoch(train) [27][1800/5005] lr: 8.8559e-02 eta: 16:06:47 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 1.7212 2022/12/04 19:03:14 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:03:18 - mmengine - INFO - Epoch(train) [27][1900/5005] lr: 8.8543e-02 eta: 16:06:35 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 2.0469 2022/12/04 19:03:30 - mmengine - INFO - Epoch(train) [27][2000/5005] lr: 8.8526e-02 eta: 16:06:23 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.0190 2022/12/04 19:03:43 - mmengine - INFO - Epoch(train) [27][2100/5005] lr: 8.8509e-02 eta: 16:06:11 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.9176 2022/12/04 19:03:55 - mmengine - INFO - Epoch(train) [27][2200/5005] lr: 8.8493e-02 eta: 16:05:58 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 1.8296 2022/12/04 19:04:07 - mmengine - INFO - Epoch(train) [27][2300/5005] lr: 8.8476e-02 eta: 16:05:46 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8164 2022/12/04 19:04:20 - mmengine - INFO - Epoch(train) [27][2400/5005] lr: 8.8459e-02 eta: 16:05:34 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.7662 2022/12/04 19:04:32 - mmengine - INFO - Epoch(train) [27][2500/5005] lr: 8.8443e-02 eta: 16:05:22 time: 0.1243 data_time: 0.0011 memory: 4034 loss: 2.1743 2022/12/04 19:04:45 - mmengine - INFO - Epoch(train) [27][2600/5005] lr: 8.8426e-02 eta: 16:05:10 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.9155 2022/12/04 19:04:57 - mmengine - INFO - Epoch(train) [27][2700/5005] lr: 8.8409e-02 eta: 16:04:57 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.8657 2022/12/04 19:05:10 - mmengine - INFO - Epoch(train) [27][2800/5005] lr: 8.8392e-02 eta: 16:04:45 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9097 2022/12/04 19:05:19 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:05:22 - mmengine - INFO - Epoch(train) [27][2900/5005] lr: 8.8376e-02 eta: 16:04:33 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 2.0333 2022/12/04 19:05:35 - mmengine - INFO - Epoch(train) [27][3000/5005] lr: 8.8359e-02 eta: 16:04:21 time: 0.1240 data_time: 0.0012 memory: 4034 loss: 1.8698 2022/12/04 19:05:47 - mmengine - INFO - Epoch(train) [27][3100/5005] lr: 8.8342e-02 eta: 16:04:09 time: 0.1240 data_time: 0.0011 memory: 4034 loss: 2.1495 2022/12/04 19:06:00 - mmengine - INFO - Epoch(train) [27][3200/5005] lr: 8.8325e-02 eta: 16:03:56 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.0333 2022/12/04 19:06:12 - mmengine - INFO - Epoch(train) [27][3300/5005] lr: 8.8309e-02 eta: 16:03:44 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.9216 2022/12/04 19:06:25 - mmengine - INFO - Epoch(train) [27][3400/5005] lr: 8.8292e-02 eta: 16:03:32 time: 0.1245 data_time: 0.0011 memory: 4034 loss: 2.1112 2022/12/04 19:06:37 - mmengine - INFO - Epoch(train) [27][3500/5005] lr: 8.8275e-02 eta: 16:03:20 time: 0.1244 data_time: 0.0011 memory: 4034 loss: 2.0734 2022/12/04 19:06:50 - mmengine - INFO - Epoch(train) [27][3600/5005] lr: 8.8258e-02 eta: 16:03:07 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 2.0794 2022/12/04 19:07:02 - mmengine - INFO - Epoch(train) [27][3700/5005] lr: 8.8241e-02 eta: 16:02:55 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.9664 2022/12/04 19:07:14 - mmengine - INFO - Epoch(train) [27][3800/5005] lr: 8.8224e-02 eta: 16:02:43 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.8057 2022/12/04 19:07:23 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:07:27 - mmengine - INFO - Epoch(train) [27][3900/5005] lr: 8.8208e-02 eta: 16:02:31 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 2.1261 2022/12/04 19:07:39 - mmengine - INFO - Epoch(train) [27][4000/5005] lr: 8.8191e-02 eta: 16:02:19 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.1235 2022/12/04 19:07:52 - mmengine - INFO - Epoch(train) [27][4100/5005] lr: 8.8174e-02 eta: 16:02:06 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 1.8868 2022/12/04 19:08:04 - mmengine - INFO - Epoch(train) [27][4200/5005] lr: 8.8157e-02 eta: 16:01:54 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9227 2022/12/04 19:08:17 - mmengine - INFO - Epoch(train) [27][4300/5005] lr: 8.8140e-02 eta: 16:01:42 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.1470 2022/12/04 19:08:29 - mmengine - INFO - Epoch(train) [27][4400/5005] lr: 8.8123e-02 eta: 16:01:30 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.0821 2022/12/04 19:08:42 - mmengine - INFO - Epoch(train) [27][4500/5005] lr: 8.8106e-02 eta: 16:01:18 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8230 2022/12/04 19:08:54 - mmengine - INFO - Epoch(train) [27][4600/5005] lr: 8.8089e-02 eta: 16:01:05 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0814 2022/12/04 19:09:07 - mmengine - INFO - Epoch(train) [27][4700/5005] lr: 8.8072e-02 eta: 16:00:53 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.8690 2022/12/04 19:09:19 - mmengine - INFO - Epoch(train) [27][4800/5005] lr: 8.8055e-02 eta: 16:00:41 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.9229 2022/12/04 19:09:28 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:09:32 - mmengine - INFO - Epoch(train) [27][4900/5005] lr: 8.8038e-02 eta: 16:00:29 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 2.0240 2022/12/04 19:09:44 - mmengine - INFO - Epoch(train) [27][5000/5005] lr: 8.8021e-02 eta: 16:00:16 time: 0.1252 data_time: 0.0020 memory: 4034 loss: 1.8326 2022/12/04 19:09:45 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:09:45 - mmengine - INFO - Saving checkpoint at 27 epochs 2022/12/04 19:09:51 - mmengine - INFO - Epoch(val) [27][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0008 memory: 4034 2022/12/04 19:10:04 - mmengine - INFO - Epoch(val) [27][196/196] accuracy/top1: 61.3360 accuracy/top5: 84.5820 2022/12/04 19:10:17 - mmengine - INFO - Epoch(train) [28][ 100/5005] lr: 8.8003e-02 eta: 16:00:04 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.0882 2022/12/04 19:10:29 - mmengine - INFO - Epoch(train) [28][ 200/5005] lr: 8.7986e-02 eta: 15:59:52 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.8021 2022/12/04 19:10:42 - mmengine - INFO - Epoch(train) [28][ 300/5005] lr: 8.7969e-02 eta: 15:59:40 time: 0.1248 data_time: 0.0012 memory: 4034 loss: 1.8995 2022/12/04 19:10:54 - mmengine - INFO - Epoch(train) [28][ 400/5005] lr: 8.7952e-02 eta: 15:59:28 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 2.1206 2022/12/04 19:11:07 - mmengine - INFO - Epoch(train) [28][ 500/5005] lr: 8.7935e-02 eta: 15:59:15 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8318 2022/12/04 19:11:19 - mmengine - INFO - Epoch(train) [28][ 600/5005] lr: 8.7918e-02 eta: 15:59:03 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.6775 2022/12/04 19:11:32 - mmengine - INFO - Epoch(train) [28][ 700/5005] lr: 8.7901e-02 eta: 15:58:51 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8733 2022/12/04 19:11:44 - mmengine - INFO - Epoch(train) [28][ 800/5005] lr: 8.7884e-02 eta: 15:58:39 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.0633 2022/12/04 19:11:52 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:11:57 - mmengine - INFO - Epoch(train) [28][ 900/5005] lr: 8.7867e-02 eta: 15:58:27 time: 0.1244 data_time: 0.0011 memory: 4034 loss: 2.0413 2022/12/04 19:12:09 - mmengine - INFO - Epoch(train) [28][1000/5005] lr: 8.7850e-02 eta: 15:58:14 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.8291 2022/12/04 19:12:22 - mmengine - INFO - Epoch(train) [28][1100/5005] lr: 8.7833e-02 eta: 15:58:02 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0792 2022/12/04 19:12:34 - mmengine - INFO - Epoch(train) [28][1200/5005] lr: 8.7816e-02 eta: 15:57:50 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.1527 2022/12/04 19:12:47 - mmengine - INFO - Epoch(train) [28][1300/5005] lr: 8.7799e-02 eta: 15:57:38 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9104 2022/12/04 19:12:59 - mmengine - INFO - Epoch(train) [28][1400/5005] lr: 8.7782e-02 eta: 15:57:26 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.0816 2022/12/04 19:13:12 - mmengine - INFO - Epoch(train) [28][1500/5005] lr: 8.7765e-02 eta: 15:57:13 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 2.2078 2022/12/04 19:13:24 - mmengine - INFO - Epoch(train) [28][1600/5005] lr: 8.7747e-02 eta: 15:57:01 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0037 2022/12/04 19:13:36 - mmengine - INFO - Epoch(train) [28][1700/5005] lr: 8.7730e-02 eta: 15:56:49 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8534 2022/12/04 19:13:49 - mmengine - INFO - Epoch(train) [28][1800/5005] lr: 8.7713e-02 eta: 15:56:37 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9026 2022/12/04 19:13:57 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:14:01 - mmengine - INFO - Epoch(train) [28][1900/5005] lr: 8.7696e-02 eta: 15:56:25 time: 0.1258 data_time: 0.0012 memory: 4034 loss: 2.0187 2022/12/04 19:14:14 - mmengine - INFO - Epoch(train) [28][2000/5005] lr: 8.7679e-02 eta: 15:56:12 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.8886 2022/12/04 19:14:26 - mmengine - INFO - Epoch(train) [28][2100/5005] lr: 8.7661e-02 eta: 15:56:00 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.9563 2022/12/04 19:14:39 - mmengine - INFO - Epoch(train) [28][2200/5005] lr: 8.7644e-02 eta: 15:55:48 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8227 2022/12/04 19:14:51 - mmengine - INFO - Epoch(train) [28][2300/5005] lr: 8.7627e-02 eta: 15:55:36 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 1.8806 2022/12/04 19:15:04 - mmengine - INFO - Epoch(train) [28][2400/5005] lr: 8.7610e-02 eta: 15:55:24 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.7951 2022/12/04 19:15:16 - mmengine - INFO - Epoch(train) [28][2500/5005] lr: 8.7593e-02 eta: 15:55:11 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.9338 2022/12/04 19:15:29 - mmengine - INFO - Epoch(train) [28][2600/5005] lr: 8.7575e-02 eta: 15:54:59 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 2.1152 2022/12/04 19:15:41 - mmengine - INFO - Epoch(train) [28][2700/5005] lr: 8.7558e-02 eta: 15:54:47 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 2.2596 2022/12/04 19:15:54 - mmengine - INFO - Epoch(train) [28][2800/5005] lr: 8.7541e-02 eta: 15:54:35 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.9957 2022/12/04 19:16:02 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:16:06 - mmengine - INFO - Epoch(train) [28][2900/5005] lr: 8.7524e-02 eta: 15:54:22 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 1.7719 2022/12/04 19:16:19 - mmengine - INFO - Epoch(train) [28][3000/5005] lr: 8.7506e-02 eta: 15:54:10 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.9180 2022/12/04 19:16:31 - mmengine - INFO - Epoch(train) [28][3100/5005] lr: 8.7489e-02 eta: 15:53:58 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8590 2022/12/04 19:16:44 - mmengine - INFO - Epoch(train) [28][3200/5005] lr: 8.7472e-02 eta: 15:53:46 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 1.7873 2022/12/04 19:16:56 - mmengine - INFO - Epoch(train) [28][3300/5005] lr: 8.7454e-02 eta: 15:53:34 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.8979 2022/12/04 19:17:08 - mmengine - INFO - Epoch(train) [28][3400/5005] lr: 8.7437e-02 eta: 15:53:21 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 1.8980 2022/12/04 19:17:21 - mmengine - INFO - Epoch(train) [28][3500/5005] lr: 8.7420e-02 eta: 15:53:09 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 2.0028 2022/12/04 19:17:33 - mmengine - INFO - Epoch(train) [28][3600/5005] lr: 8.7402e-02 eta: 15:52:57 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.1287 2022/12/04 19:17:46 - mmengine - INFO - Epoch(train) [28][3700/5005] lr: 8.7385e-02 eta: 15:52:45 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.9170 2022/12/04 19:17:58 - mmengine - INFO - Epoch(train) [28][3800/5005] lr: 8.7368e-02 eta: 15:52:32 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8534 2022/12/04 19:18:06 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:18:11 - mmengine - INFO - Epoch(train) [28][3900/5005] lr: 8.7350e-02 eta: 15:52:20 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.9453 2022/12/04 19:18:23 - mmengine - INFO - Epoch(train) [28][4000/5005] lr: 8.7333e-02 eta: 15:52:08 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9573 2022/12/04 19:18:36 - mmengine - INFO - Epoch(train) [28][4100/5005] lr: 8.7315e-02 eta: 15:51:56 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.0242 2022/12/04 19:18:48 - mmengine - INFO - Epoch(train) [28][4200/5005] lr: 8.7298e-02 eta: 15:51:43 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 2.1057 2022/12/04 19:19:01 - mmengine - INFO - Epoch(train) [28][4300/5005] lr: 8.7281e-02 eta: 15:51:31 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 2.2437 2022/12/04 19:19:13 - mmengine - INFO - Epoch(train) [28][4400/5005] lr: 8.7263e-02 eta: 15:51:19 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.8574 2022/12/04 19:19:25 - mmengine - INFO - Epoch(train) [28][4500/5005] lr: 8.7246e-02 eta: 15:51:07 time: 0.1241 data_time: 0.0011 memory: 4034 loss: 1.8559 2022/12/04 19:19:38 - mmengine - INFO - Epoch(train) [28][4600/5005] lr: 8.7228e-02 eta: 15:50:55 time: 0.1261 data_time: 0.0011 memory: 4034 loss: 1.7943 2022/12/04 19:19:50 - mmengine - INFO - Epoch(train) [28][4700/5005] lr: 8.7211e-02 eta: 15:50:42 time: 0.1243 data_time: 0.0011 memory: 4034 loss: 1.8034 2022/12/04 19:20:03 - mmengine - INFO - Epoch(train) [28][4800/5005] lr: 8.7193e-02 eta: 15:50:30 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8810 2022/12/04 19:20:11 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:20:15 - mmengine - INFO - Epoch(train) [28][4900/5005] lr: 8.7176e-02 eta: 15:50:18 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 2.1799 2022/12/04 19:20:28 - mmengine - INFO - Epoch(train) [28][5000/5005] lr: 8.7158e-02 eta: 15:50:06 time: 0.1253 data_time: 0.0020 memory: 4034 loss: 2.1461 2022/12/04 19:20:28 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:20:28 - mmengine - INFO - Saving checkpoint at 28 epochs 2022/12/04 19:20:35 - mmengine - INFO - Epoch(val) [28][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0080 memory: 4034 2022/12/04 19:20:48 - mmengine - INFO - Epoch(val) [28][196/196] accuracy/top1: 61.4880 accuracy/top5: 84.6120 2022/12/04 19:21:01 - mmengine - INFO - Epoch(train) [29][ 100/5005] lr: 8.7140e-02 eta: 15:49:54 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 1.8949 2022/12/04 19:21:13 - mmengine - INFO - Epoch(train) [29][ 200/5005] lr: 8.7122e-02 eta: 15:49:41 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8119 2022/12/04 19:21:26 - mmengine - INFO - Epoch(train) [29][ 300/5005] lr: 8.7105e-02 eta: 15:49:29 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.9025 2022/12/04 19:21:38 - mmengine - INFO - Epoch(train) [29][ 400/5005] lr: 8.7087e-02 eta: 15:49:17 time: 0.1246 data_time: 0.0012 memory: 4034 loss: 1.6502 2022/12/04 19:21:51 - mmengine - INFO - Epoch(train) [29][ 500/5005] lr: 8.7070e-02 eta: 15:49:05 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.8546 2022/12/04 19:22:03 - mmengine - INFO - Epoch(train) [29][ 600/5005] lr: 8.7052e-02 eta: 15:48:53 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.7803 2022/12/04 19:22:16 - mmengine - INFO - Epoch(train) [29][ 700/5005] lr: 8.7035e-02 eta: 15:48:40 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8385 2022/12/04 19:22:28 - mmengine - INFO - Epoch(train) [29][ 800/5005] lr: 8.7017e-02 eta: 15:48:28 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 2.1258 2022/12/04 19:22:36 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:22:41 - mmengine - INFO - Epoch(train) [29][ 900/5005] lr: 8.7000e-02 eta: 15:48:16 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0978 2022/12/04 19:22:53 - mmengine - INFO - Epoch(train) [29][1000/5005] lr: 8.6982e-02 eta: 15:48:04 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 2.1145 2022/12/04 19:23:06 - mmengine - INFO - Epoch(train) [29][1100/5005] lr: 8.6964e-02 eta: 15:47:52 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9036 2022/12/04 19:23:18 - mmengine - INFO - Epoch(train) [29][1200/5005] lr: 8.6947e-02 eta: 15:47:39 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 2.1689 2022/12/04 19:23:31 - mmengine - INFO - Epoch(train) [29][1300/5005] lr: 8.6929e-02 eta: 15:47:27 time: 0.1279 data_time: 0.0012 memory: 4034 loss: 1.9455 2022/12/04 19:23:43 - mmengine - INFO - Epoch(train) [29][1400/5005] lr: 8.6911e-02 eta: 15:47:15 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.8726 2022/12/04 19:23:55 - mmengine - INFO - Epoch(train) [29][1500/5005] lr: 8.6894e-02 eta: 15:47:03 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8261 2022/12/04 19:24:08 - mmengine - INFO - Epoch(train) [29][1600/5005] lr: 8.6876e-02 eta: 15:46:51 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8599 2022/12/04 19:24:20 - mmengine - INFO - Epoch(train) [29][1700/5005] lr: 8.6858e-02 eta: 15:46:38 time: 0.1242 data_time: 0.0011 memory: 4034 loss: 1.9763 2022/12/04 19:24:33 - mmengine - INFO - Epoch(train) [29][1800/5005] lr: 8.6841e-02 eta: 15:46:26 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8414 2022/12/04 19:24:40 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:24:45 - mmengine - INFO - Epoch(train) [29][1900/5005] lr: 8.6823e-02 eta: 15:46:14 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9616 2022/12/04 19:24:58 - mmengine - INFO - Epoch(train) [29][2000/5005] lr: 8.6805e-02 eta: 15:46:02 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9343 2022/12/04 19:25:10 - mmengine - INFO - Epoch(train) [29][2100/5005] lr: 8.6788e-02 eta: 15:45:50 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 2.1479 2022/12/04 19:25:23 - mmengine - INFO - Epoch(train) [29][2200/5005] lr: 8.6770e-02 eta: 15:45:37 time: 0.1241 data_time: 0.0013 memory: 4034 loss: 1.9922 2022/12/04 19:25:35 - mmengine - INFO - Epoch(train) [29][2300/5005] lr: 8.6752e-02 eta: 15:45:25 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0172 2022/12/04 19:25:48 - mmengine - INFO - Epoch(train) [29][2400/5005] lr: 8.6734e-02 eta: 15:45:13 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.9709 2022/12/04 19:26:00 - mmengine - INFO - Epoch(train) [29][2500/5005] lr: 8.6717e-02 eta: 15:45:01 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.8587 2022/12/04 19:26:13 - mmengine - INFO - Epoch(train) [29][2600/5005] lr: 8.6699e-02 eta: 15:44:48 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9186 2022/12/04 19:26:25 - mmengine - INFO - Epoch(train) [29][2700/5005] lr: 8.6681e-02 eta: 15:44:36 time: 0.1243 data_time: 0.0011 memory: 4034 loss: 2.0530 2022/12/04 19:26:38 - mmengine - INFO - Epoch(train) [29][2800/5005] lr: 8.6663e-02 eta: 15:44:24 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.2513 2022/12/04 19:26:45 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:26:50 - mmengine - INFO - Epoch(train) [29][2900/5005] lr: 8.6646e-02 eta: 15:44:12 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9055 2022/12/04 19:27:03 - mmengine - INFO - Epoch(train) [29][3000/5005] lr: 8.6628e-02 eta: 15:44:00 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.7015 2022/12/04 19:27:15 - mmengine - INFO - Epoch(train) [29][3100/5005] lr: 8.6610e-02 eta: 15:43:47 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9630 2022/12/04 19:27:28 - mmengine - INFO - Epoch(train) [29][3200/5005] lr: 8.6592e-02 eta: 15:43:35 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.8998 2022/12/04 19:27:40 - mmengine - INFO - Epoch(train) [29][3300/5005] lr: 8.6574e-02 eta: 15:43:23 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9323 2022/12/04 19:27:52 - mmengine - INFO - Epoch(train) [29][3400/5005] lr: 8.6557e-02 eta: 15:43:11 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0899 2022/12/04 19:28:05 - mmengine - INFO - Epoch(train) [29][3500/5005] lr: 8.6539e-02 eta: 15:42:58 time: 0.1243 data_time: 0.0011 memory: 4034 loss: 1.7518 2022/12/04 19:28:17 - mmengine - INFO - Epoch(train) [29][3600/5005] lr: 8.6521e-02 eta: 15:42:46 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0198 2022/12/04 19:28:30 - mmengine - INFO - Epoch(train) [29][3700/5005] lr: 8.6503e-02 eta: 15:42:34 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9828 2022/12/04 19:28:42 - mmengine - INFO - Epoch(train) [29][3800/5005] lr: 8.6485e-02 eta: 15:42:22 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9114 2022/12/04 19:28:50 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:28:55 - mmengine - INFO - Epoch(train) [29][3900/5005] lr: 8.6467e-02 eta: 15:42:10 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0594 2022/12/04 19:29:07 - mmengine - INFO - Epoch(train) [29][4000/5005] lr: 8.6449e-02 eta: 15:41:57 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.0132 2022/12/04 19:29:20 - mmengine - INFO - Epoch(train) [29][4100/5005] lr: 8.6431e-02 eta: 15:41:45 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8834 2022/12/04 19:29:32 - mmengine - INFO - Epoch(train) [29][4200/5005] lr: 8.6414e-02 eta: 15:41:33 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.7347 2022/12/04 19:29:45 - mmengine - INFO - Epoch(train) [29][4300/5005] lr: 8.6396e-02 eta: 15:41:21 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.7885 2022/12/04 19:29:57 - mmengine - INFO - Epoch(train) [29][4400/5005] lr: 8.6378e-02 eta: 15:41:09 time: 0.1255 data_time: 0.0012 memory: 4034 loss: 2.1945 2022/12/04 19:30:10 - mmengine - INFO - Epoch(train) [29][4500/5005] lr: 8.6360e-02 eta: 15:40:57 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9509 2022/12/04 19:30:22 - mmengine - INFO - Epoch(train) [29][4600/5005] lr: 8.6342e-02 eta: 15:40:44 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.1694 2022/12/04 19:30:35 - mmengine - INFO - Epoch(train) [29][4700/5005] lr: 8.6324e-02 eta: 15:40:32 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 1.6251 2022/12/04 19:30:47 - mmengine - INFO - Epoch(train) [29][4800/5005] lr: 8.6306e-02 eta: 15:40:20 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8798 2022/12/04 19:30:55 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:31:00 - mmengine - INFO - Epoch(train) [29][4900/5005] lr: 8.6288e-02 eta: 15:40:08 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.9769 2022/12/04 19:31:12 - mmengine - INFO - Epoch(train) [29][5000/5005] lr: 8.6270e-02 eta: 15:39:56 time: 0.1252 data_time: 0.0020 memory: 4034 loss: 1.9462 2022/12/04 19:31:13 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:31:13 - mmengine - INFO - Saving checkpoint at 29 epochs 2022/12/04 19:31:20 - mmengine - INFO - Epoch(val) [29][100/196] eta: 0:00:03 time: 0.0359 data_time: 0.0085 memory: 4034 2022/12/04 19:31:33 - mmengine - INFO - Epoch(val) [29][196/196] accuracy/top1: 61.6800 accuracy/top5: 84.6880 2022/12/04 19:31:45 - mmengine - INFO - Epoch(train) [30][ 100/5005] lr: 8.6251e-02 eta: 15:39:44 time: 0.1242 data_time: 0.0013 memory: 4034 loss: 1.7021 2022/12/04 19:31:58 - mmengine - INFO - Epoch(train) [30][ 200/5005] lr: 8.6233e-02 eta: 15:39:32 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.6412 2022/12/04 19:32:10 - mmengine - INFO - Epoch(train) [30][ 300/5005] lr: 8.6215e-02 eta: 15:39:19 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8478 2022/12/04 19:32:23 - mmengine - INFO - Epoch(train) [30][ 400/5005] lr: 8.6197e-02 eta: 15:39:07 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.7684 2022/12/04 19:32:35 - mmengine - INFO - Epoch(train) [30][ 500/5005] lr: 8.6179e-02 eta: 15:38:55 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9063 2022/12/04 19:32:48 - mmengine - INFO - Epoch(train) [30][ 600/5005] lr: 8.6161e-02 eta: 15:38:43 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.0243 2022/12/04 19:33:00 - mmengine - INFO - Epoch(train) [30][ 700/5005] lr: 8.6143e-02 eta: 15:38:30 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0469 2022/12/04 19:33:13 - mmengine - INFO - Epoch(train) [30][ 800/5005] lr: 8.6125e-02 eta: 15:38:18 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.8965 2022/12/04 19:33:20 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:33:25 - mmengine - INFO - Epoch(train) [30][ 900/5005] lr: 8.6106e-02 eta: 15:38:06 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8712 2022/12/04 19:33:38 - mmengine - INFO - Epoch(train) [30][1000/5005] lr: 8.6088e-02 eta: 15:37:54 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8686 2022/12/04 19:33:50 - mmengine - INFO - Epoch(train) [30][1100/5005] lr: 8.6070e-02 eta: 15:37:42 time: 0.1243 data_time: 0.0014 memory: 4034 loss: 1.8554 2022/12/04 19:34:03 - mmengine - INFO - Epoch(train) [30][1200/5005] lr: 8.6052e-02 eta: 15:37:29 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0294 2022/12/04 19:34:15 - mmengine - INFO - Epoch(train) [30][1300/5005] lr: 8.6034e-02 eta: 15:37:17 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8600 2022/12/04 19:34:28 - mmengine - INFO - Epoch(train) [30][1400/5005] lr: 8.6016e-02 eta: 15:37:05 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8546 2022/12/04 19:34:40 - mmengine - INFO - Epoch(train) [30][1500/5005] lr: 8.5998e-02 eta: 15:36:53 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.7751 2022/12/04 19:34:53 - mmengine - INFO - Epoch(train) [30][1600/5005] lr: 8.5980e-02 eta: 15:36:40 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9139 2022/12/04 19:35:05 - mmengine - INFO - Epoch(train) [30][1700/5005] lr: 8.5961e-02 eta: 15:36:28 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0936 2022/12/04 19:35:17 - mmengine - INFO - Epoch(train) [30][1800/5005] lr: 8.5943e-02 eta: 15:36:16 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9150 2022/12/04 19:35:24 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:35:30 - mmengine - INFO - Epoch(train) [30][1900/5005] lr: 8.5925e-02 eta: 15:36:04 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.1292 2022/12/04 19:35:42 - mmengine - INFO - Epoch(train) [30][2000/5005] lr: 8.5907e-02 eta: 15:35:51 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0641 2022/12/04 19:35:55 - mmengine - INFO - Epoch(train) [30][2100/5005] lr: 8.5889e-02 eta: 15:35:39 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.8731 2022/12/04 19:36:07 - mmengine - INFO - Epoch(train) [30][2200/5005] lr: 8.5870e-02 eta: 15:35:27 time: 0.1246 data_time: 0.0012 memory: 4034 loss: 2.1432 2022/12/04 19:36:20 - mmengine - INFO - Epoch(train) [30][2300/5005] lr: 8.5852e-02 eta: 15:35:15 time: 0.1246 data_time: 0.0012 memory: 4034 loss: 1.9154 2022/12/04 19:36:32 - mmengine - INFO - Epoch(train) [30][2400/5005] lr: 8.5834e-02 eta: 15:35:03 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.5419 2022/12/04 19:36:45 - mmengine - INFO - Epoch(train) [30][2500/5005] lr: 8.5816e-02 eta: 15:34:50 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.2580 2022/12/04 19:36:57 - mmengine - INFO - Epoch(train) [30][2600/5005] lr: 8.5797e-02 eta: 15:34:38 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0465 2022/12/04 19:37:10 - mmengine - INFO - Epoch(train) [30][2700/5005] lr: 8.5779e-02 eta: 15:34:26 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9280 2022/12/04 19:37:22 - mmengine - INFO - Epoch(train) [30][2800/5005] lr: 8.5761e-02 eta: 15:34:14 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.9215 2022/12/04 19:37:29 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:37:35 - mmengine - INFO - Epoch(train) [30][2900/5005] lr: 8.5743e-02 eta: 15:34:01 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0164 2022/12/04 19:37:47 - mmengine - INFO - Epoch(train) [30][3000/5005] lr: 8.5724e-02 eta: 15:33:49 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.7006 2022/12/04 19:38:00 - mmengine - INFO - Epoch(train) [30][3100/5005] lr: 8.5706e-02 eta: 15:33:37 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9998 2022/12/04 19:38:12 - mmengine - INFO - Epoch(train) [30][3200/5005] lr: 8.5688e-02 eta: 15:33:25 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.0437 2022/12/04 19:38:25 - mmengine - INFO - Epoch(train) [30][3300/5005] lr: 8.5669e-02 eta: 15:33:12 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.1404 2022/12/04 19:38:37 - mmengine - INFO - Epoch(train) [30][3400/5005] lr: 8.5651e-02 eta: 15:33:00 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9651 2022/12/04 19:38:50 - mmengine - INFO - Epoch(train) [30][3500/5005] lr: 8.5633e-02 eta: 15:32:48 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.9576 2022/12/04 19:39:02 - mmengine - INFO - Epoch(train) [30][3600/5005] lr: 8.5614e-02 eta: 15:32:36 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9599 2022/12/04 19:39:15 - mmengine - INFO - Epoch(train) [30][3700/5005] lr: 8.5596e-02 eta: 15:32:24 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.7253 2022/12/04 19:39:27 - mmengine - INFO - Epoch(train) [30][3800/5005] lr: 8.5578e-02 eta: 15:32:11 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9720 2022/12/04 19:39:34 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:39:40 - mmengine - INFO - Epoch(train) [30][3900/5005] lr: 8.5559e-02 eta: 15:31:59 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9574 2022/12/04 19:39:52 - mmengine - INFO - Epoch(train) [30][4000/5005] lr: 8.5541e-02 eta: 15:31:47 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8488 2022/12/04 19:40:05 - mmengine - INFO - Epoch(train) [30][4100/5005] lr: 8.5522e-02 eta: 15:31:35 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.9605 2022/12/04 19:40:17 - mmengine - INFO - Epoch(train) [30][4200/5005] lr: 8.5504e-02 eta: 15:31:23 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.9198 2022/12/04 19:40:30 - mmengine - INFO - Epoch(train) [30][4300/5005] lr: 8.5486e-02 eta: 15:31:11 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9119 2022/12/04 19:40:42 - mmengine - INFO - Epoch(train) [30][4400/5005] lr: 8.5467e-02 eta: 15:30:59 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8313 2022/12/04 19:40:55 - mmengine - INFO - Epoch(train) [30][4500/5005] lr: 8.5449e-02 eta: 15:30:46 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8632 2022/12/04 19:41:07 - mmengine - INFO - Epoch(train) [30][4600/5005] lr: 8.5430e-02 eta: 15:30:34 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9927 2022/12/04 19:41:20 - mmengine - INFO - Epoch(train) [30][4700/5005] lr: 8.5412e-02 eta: 15:30:22 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9437 2022/12/04 19:41:32 - mmengine - INFO - Epoch(train) [30][4800/5005] lr: 8.5393e-02 eta: 15:30:10 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8579 2022/12/04 19:41:39 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:41:45 - mmengine - INFO - Epoch(train) [30][4900/5005] lr: 8.5375e-02 eta: 15:29:57 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0277 2022/12/04 19:41:57 - mmengine - INFO - Epoch(train) [30][5000/5005] lr: 8.5356e-02 eta: 15:29:45 time: 0.1252 data_time: 0.0020 memory: 4034 loss: 2.1620 2022/12/04 19:41:58 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:41:58 - mmengine - INFO - Saving checkpoint at 30 epochs 2022/12/04 19:42:04 - mmengine - INFO - Epoch(val) [30][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0083 memory: 4034 2022/12/04 19:42:17 - mmengine - INFO - Epoch(val) [30][196/196] accuracy/top1: 61.6000 accuracy/top5: 84.9400 2022/12/04 19:42:30 - mmengine - INFO - Epoch(train) [31][ 100/5005] lr: 8.5337e-02 eta: 15:29:33 time: 0.1241 data_time: 0.0012 memory: 4034 loss: 1.8063 2022/12/04 19:42:42 - mmengine - INFO - Epoch(train) [31][ 200/5005] lr: 8.5319e-02 eta: 15:29:21 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8351 2022/12/04 19:42:55 - mmengine - INFO - Epoch(train) [31][ 300/5005] lr: 8.5300e-02 eta: 15:29:08 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.7636 2022/12/04 19:43:07 - mmengine - INFO - Epoch(train) [31][ 400/5005] lr: 8.5281e-02 eta: 15:28:56 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.7787 2022/12/04 19:43:20 - mmengine - INFO - Epoch(train) [31][ 500/5005] lr: 8.5263e-02 eta: 15:28:44 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.7503 2022/12/04 19:43:32 - mmengine - INFO - Epoch(train) [31][ 600/5005] lr: 8.5244e-02 eta: 15:28:32 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.9955 2022/12/04 19:43:45 - mmengine - INFO - Epoch(train) [31][ 700/5005] lr: 8.5226e-02 eta: 15:28:19 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9552 2022/12/04 19:43:57 - mmengine - INFO - Epoch(train) [31][ 800/5005] lr: 8.5207e-02 eta: 15:28:07 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.9486 2022/12/04 19:44:04 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:44:10 - mmengine - INFO - Epoch(train) [31][ 900/5005] lr: 8.5189e-02 eta: 15:27:55 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.1424 2022/12/04 19:44:22 - mmengine - INFO - Epoch(train) [31][1000/5005] lr: 8.5170e-02 eta: 15:27:43 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 2.0078 2022/12/04 19:44:35 - mmengine - INFO - Epoch(train) [31][1100/5005] lr: 8.5152e-02 eta: 15:27:31 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9777 2022/12/04 19:44:47 - mmengine - INFO - Epoch(train) [31][1200/5005] lr: 8.5133e-02 eta: 15:27:19 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.7558 2022/12/04 19:45:00 - mmengine - INFO - Epoch(train) [31][1300/5005] lr: 8.5114e-02 eta: 15:27:06 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8185 2022/12/04 19:45:12 - mmengine - INFO - Epoch(train) [31][1400/5005] lr: 8.5096e-02 eta: 15:26:54 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.7293 2022/12/04 19:45:25 - mmengine - INFO - Epoch(train) [31][1500/5005] lr: 8.5077e-02 eta: 15:26:42 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9088 2022/12/04 19:45:37 - mmengine - INFO - Epoch(train) [31][1600/5005] lr: 8.5058e-02 eta: 15:26:30 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 2.2333 2022/12/04 19:45:50 - mmengine - INFO - Epoch(train) [31][1700/5005] lr: 8.5040e-02 eta: 15:26:17 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8972 2022/12/04 19:46:02 - mmengine - INFO - Epoch(train) [31][1800/5005] lr: 8.5021e-02 eta: 15:26:05 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 2.1045 2022/12/04 19:46:08 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:46:15 - mmengine - INFO - Epoch(train) [31][1900/5005] lr: 8.5002e-02 eta: 15:25:53 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9304 2022/12/04 19:46:27 - mmengine - INFO - Epoch(train) [31][2000/5005] lr: 8.4984e-02 eta: 15:25:41 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9980 2022/12/04 19:46:40 - mmengine - INFO - Epoch(train) [31][2100/5005] lr: 8.4965e-02 eta: 15:25:28 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 2.1463 2022/12/04 19:46:52 - mmengine - INFO - Epoch(train) [31][2200/5005] lr: 8.4946e-02 eta: 15:25:16 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9103 2022/12/04 19:47:05 - mmengine - INFO - Epoch(train) [31][2300/5005] lr: 8.4928e-02 eta: 15:25:04 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9489 2022/12/04 19:47:17 - mmengine - INFO - Epoch(train) [31][2400/5005] lr: 8.4909e-02 eta: 15:24:52 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 2.1834 2022/12/04 19:47:30 - mmengine - INFO - Epoch(train) [31][2500/5005] lr: 8.4890e-02 eta: 15:24:40 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.8386 2022/12/04 19:47:42 - mmengine - INFO - Epoch(train) [31][2600/5005] lr: 8.4871e-02 eta: 15:24:27 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.7890 2022/12/04 19:47:55 - mmengine - INFO - Epoch(train) [31][2700/5005] lr: 8.4853e-02 eta: 15:24:15 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.7638 2022/12/04 19:48:07 - mmengine - INFO - Epoch(train) [31][2800/5005] lr: 8.4834e-02 eta: 15:24:03 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.8711 2022/12/04 19:48:13 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:48:20 - mmengine - INFO - Epoch(train) [31][2900/5005] lr: 8.4815e-02 eta: 15:23:51 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.7166 2022/12/04 19:48:32 - mmengine - INFO - Epoch(train) [31][3000/5005] lr: 8.4796e-02 eta: 15:23:38 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9047 2022/12/04 19:48:45 - mmengine - INFO - Epoch(train) [31][3100/5005] lr: 8.4778e-02 eta: 15:23:26 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.7331 2022/12/04 19:48:57 - mmengine - INFO - Epoch(train) [31][3200/5005] lr: 8.4759e-02 eta: 15:23:14 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.0710 2022/12/04 19:49:09 - mmengine - INFO - Epoch(train) [31][3300/5005] lr: 8.4740e-02 eta: 15:23:02 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.7679 2022/12/04 19:49:22 - mmengine - INFO - Epoch(train) [31][3400/5005] lr: 8.4721e-02 eta: 15:22:49 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.7529 2022/12/04 19:49:34 - mmengine - INFO - Epoch(train) [31][3500/5005] lr: 8.4702e-02 eta: 15:22:37 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8891 2022/12/04 19:49:47 - mmengine - INFO - Epoch(train) [31][3600/5005] lr: 8.4684e-02 eta: 15:22:25 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8215 2022/12/04 19:50:00 - mmengine - INFO - Epoch(train) [31][3700/5005] lr: 8.4665e-02 eta: 15:22:13 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8717 2022/12/04 19:50:12 - mmengine - INFO - Epoch(train) [31][3800/5005] lr: 8.4646e-02 eta: 15:22:01 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.7735 2022/12/04 19:50:18 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:50:24 - mmengine - INFO - Epoch(train) [31][3900/5005] lr: 8.4627e-02 eta: 15:21:48 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9363 2022/12/04 19:50:37 - mmengine - INFO - Epoch(train) [31][4000/5005] lr: 8.4608e-02 eta: 15:21:36 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8305 2022/12/04 19:50:49 - mmengine - INFO - Epoch(train) [31][4100/5005] lr: 8.4589e-02 eta: 15:21:24 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0448 2022/12/04 19:51:02 - mmengine - INFO - Epoch(train) [31][4200/5005] lr: 8.4570e-02 eta: 15:21:12 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 2.0844 2022/12/04 19:51:14 - mmengine - INFO - Epoch(train) [31][4300/5005] lr: 8.4551e-02 eta: 15:20:59 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8957 2022/12/04 19:51:27 - mmengine - INFO - Epoch(train) [31][4400/5005] lr: 8.4533e-02 eta: 15:20:47 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.7046 2022/12/04 19:51:39 - mmengine - INFO - Epoch(train) [31][4500/5005] lr: 8.4514e-02 eta: 15:20:35 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.1171 2022/12/04 19:51:52 - mmengine - INFO - Epoch(train) [31][4600/5005] lr: 8.4495e-02 eta: 15:20:23 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.0462 2022/12/04 19:52:04 - mmengine - INFO - Epoch(train) [31][4700/5005] lr: 8.4476e-02 eta: 15:20:11 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.1028 2022/12/04 19:52:17 - mmengine - INFO - Epoch(train) [31][4800/5005] lr: 8.4457e-02 eta: 15:19:58 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0910 2022/12/04 19:52:23 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:52:29 - mmengine - INFO - Epoch(train) [31][4900/5005] lr: 8.4438e-02 eta: 15:19:46 time: 0.1246 data_time: 0.0012 memory: 4034 loss: 1.7582 2022/12/04 19:52:42 - mmengine - INFO - Epoch(train) [31][5000/5005] lr: 8.4419e-02 eta: 15:19:34 time: 0.1257 data_time: 0.0021 memory: 4034 loss: 1.9872 2022/12/04 19:52:42 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:52:42 - mmengine - INFO - Saving checkpoint at 31 epochs 2022/12/04 19:52:49 - mmengine - INFO - Epoch(val) [31][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0082 memory: 4034 2022/12/04 19:53:02 - mmengine - INFO - Epoch(val) [31][196/196] accuracy/top1: 60.9720 accuracy/top5: 84.1940 2022/12/04 19:53:15 - mmengine - INFO - Epoch(train) [32][ 100/5005] lr: 8.4399e-02 eta: 15:19:22 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.7610 2022/12/04 19:53:27 - mmengine - INFO - Epoch(train) [32][ 200/5005] lr: 8.4380e-02 eta: 15:19:10 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9126 2022/12/04 19:53:40 - mmengine - INFO - Epoch(train) [32][ 300/5005] lr: 8.4361e-02 eta: 15:18:57 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9516 2022/12/04 19:53:52 - mmengine - INFO - Epoch(train) [32][ 400/5005] lr: 8.4342e-02 eta: 15:18:45 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.8449 2022/12/04 19:54:05 - mmengine - INFO - Epoch(train) [32][ 500/5005] lr: 8.4323e-02 eta: 15:18:33 time: 0.1246 data_time: 0.0012 memory: 4034 loss: 1.6872 2022/12/04 19:54:17 - mmengine - INFO - Epoch(train) [32][ 600/5005] lr: 8.4304e-02 eta: 15:18:21 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8517 2022/12/04 19:54:30 - mmengine - INFO - Epoch(train) [32][ 700/5005] lr: 8.4285e-02 eta: 15:18:08 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 2.0209 2022/12/04 19:54:42 - mmengine - INFO - Epoch(train) [32][ 800/5005] lr: 8.4266e-02 eta: 15:17:56 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.8474 2022/12/04 19:54:48 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:54:55 - mmengine - INFO - Epoch(train) [32][ 900/5005] lr: 8.4247e-02 eta: 15:17:44 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9270 2022/12/04 19:55:07 - mmengine - INFO - Epoch(train) [32][1000/5005] lr: 8.4228e-02 eta: 15:17:32 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.7578 2022/12/04 19:55:20 - mmengine - INFO - Epoch(train) [32][1100/5005] lr: 8.4209e-02 eta: 15:17:19 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.7836 2022/12/04 19:55:32 - mmengine - INFO - Epoch(train) [32][1200/5005] lr: 8.4190e-02 eta: 15:17:07 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.9038 2022/12/04 19:55:45 - mmengine - INFO - Epoch(train) [32][1300/5005] lr: 8.4170e-02 eta: 15:16:55 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.8762 2022/12/04 19:55:57 - mmengine - INFO - Epoch(train) [32][1400/5005] lr: 8.4151e-02 eta: 15:16:43 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9949 2022/12/04 19:56:10 - mmengine - INFO - Epoch(train) [32][1500/5005] lr: 8.4132e-02 eta: 15:16:31 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.9729 2022/12/04 19:56:22 - mmengine - INFO - Epoch(train) [32][1600/5005] lr: 8.4113e-02 eta: 15:16:18 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.0164 2022/12/04 19:56:35 - mmengine - INFO - Epoch(train) [32][1700/5005] lr: 8.4094e-02 eta: 15:16:06 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.9503 2022/12/04 19:56:47 - mmengine - INFO - Epoch(train) [32][1800/5005] lr: 8.4075e-02 eta: 15:15:54 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.8980 2022/12/04 19:56:53 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:57:00 - mmengine - INFO - Epoch(train) [32][1900/5005] lr: 8.4056e-02 eta: 15:15:42 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 2.0907 2022/12/04 19:57:12 - mmengine - INFO - Epoch(train) [32][2000/5005] lr: 8.4037e-02 eta: 15:15:30 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.9018 2022/12/04 19:57:25 - mmengine - INFO - Epoch(train) [32][2100/5005] lr: 8.4017e-02 eta: 15:15:17 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.7589 2022/12/04 19:57:37 - mmengine - INFO - Epoch(train) [32][2200/5005] lr: 8.3998e-02 eta: 15:15:05 time: 0.1249 data_time: 0.0012 memory: 4034 loss: 1.9777 2022/12/04 19:57:50 - mmengine - INFO - Epoch(train) [32][2300/5005] lr: 8.3979e-02 eta: 15:14:53 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.9716 2022/12/04 19:58:02 - mmengine - INFO - Epoch(train) [32][2400/5005] lr: 8.3960e-02 eta: 15:14:41 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9257 2022/12/04 19:58:15 - mmengine - INFO - Epoch(train) [32][2500/5005] lr: 8.3941e-02 eta: 15:14:28 time: 0.1245 data_time: 0.0014 memory: 4034 loss: 1.9287 2022/12/04 19:58:27 - mmengine - INFO - Epoch(train) [32][2600/5005] lr: 8.3921e-02 eta: 15:14:16 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.8700 2022/12/04 19:58:40 - mmengine - INFO - Epoch(train) [32][2700/5005] lr: 8.3902e-02 eta: 15:14:04 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.9512 2022/12/04 19:58:52 - mmengine - INFO - Epoch(train) [32][2800/5005] lr: 8.3883e-02 eta: 15:13:52 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.7985 2022/12/04 19:58:58 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 19:59:05 - mmengine - INFO - Epoch(train) [32][2900/5005] lr: 8.3864e-02 eta: 15:13:40 time: 0.1246 data_time: 0.0012 memory: 4034 loss: 1.9677 2022/12/04 19:59:17 - mmengine - INFO - Epoch(train) [32][3000/5005] lr: 8.3845e-02 eta: 15:13:27 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.7878 2022/12/04 19:59:30 - mmengine - INFO - Epoch(train) [32][3100/5005] lr: 8.3825e-02 eta: 15:13:15 time: 0.1246 data_time: 0.0012 memory: 4034 loss: 1.8255 2022/12/04 19:59:42 - mmengine - INFO - Epoch(train) [32][3200/5005] lr: 8.3806e-02 eta: 15:13:03 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7590 2022/12/04 19:59:55 - mmengine - INFO - Epoch(train) [32][3300/5005] lr: 8.3787e-02 eta: 15:12:51 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.7105 2022/12/04 20:00:07 - mmengine - INFO - Epoch(train) [32][3400/5005] lr: 8.3767e-02 eta: 15:12:38 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 2.1795 2022/12/04 20:00:20 - mmengine - INFO - Epoch(train) [32][3500/5005] lr: 8.3748e-02 eta: 15:12:26 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.8232 2022/12/04 20:00:32 - mmengine - INFO - Epoch(train) [32][3600/5005] lr: 8.3729e-02 eta: 15:12:14 time: 0.1243 data_time: 0.0015 memory: 4034 loss: 1.9083 2022/12/04 20:00:45 - mmengine - INFO - Epoch(train) [32][3700/5005] lr: 8.3710e-02 eta: 15:12:02 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.7445 2022/12/04 20:00:57 - mmengine - INFO - Epoch(train) [32][3800/5005] lr: 8.3690e-02 eta: 15:11:50 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9863 2022/12/04 20:01:03 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:01:10 - mmengine - INFO - Epoch(train) [32][3900/5005] lr: 8.3671e-02 eta: 15:11:37 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.9710 2022/12/04 20:01:22 - mmengine - INFO - Epoch(train) [32][4000/5005] lr: 8.3652e-02 eta: 15:11:25 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.9073 2022/12/04 20:01:35 - mmengine - INFO - Epoch(train) [32][4100/5005] lr: 8.3632e-02 eta: 15:11:13 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8500 2022/12/04 20:01:47 - mmengine - INFO - Epoch(train) [32][4200/5005] lr: 8.3613e-02 eta: 15:11:01 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.8324 2022/12/04 20:02:00 - mmengine - INFO - Epoch(train) [32][4300/5005] lr: 8.3594e-02 eta: 15:10:49 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8328 2022/12/04 20:02:12 - mmengine - INFO - Epoch(train) [32][4400/5005] lr: 8.3574e-02 eta: 15:10:36 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.1768 2022/12/04 20:02:25 - mmengine - INFO - Epoch(train) [32][4500/5005] lr: 8.3555e-02 eta: 15:10:24 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8296 2022/12/04 20:02:37 - mmengine - INFO - Epoch(train) [32][4600/5005] lr: 8.3535e-02 eta: 15:10:12 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.1057 2022/12/04 20:02:50 - mmengine - INFO - Epoch(train) [32][4700/5005] lr: 8.3516e-02 eta: 15:10:00 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 2.1526 2022/12/04 20:03:02 - mmengine - INFO - Epoch(train) [32][4800/5005] lr: 8.3497e-02 eta: 15:09:47 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8936 2022/12/04 20:03:08 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:03:15 - mmengine - INFO - Epoch(train) [32][4900/5005] lr: 8.3477e-02 eta: 15:09:35 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.9333 2022/12/04 20:03:27 - mmengine - INFO - Epoch(train) [32][5000/5005] lr: 8.3458e-02 eta: 15:09:23 time: 0.1269 data_time: 0.0016 memory: 4034 loss: 1.9477 2022/12/04 20:03:28 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:03:28 - mmengine - INFO - Saving checkpoint at 32 epochs 2022/12/04 20:03:34 - mmengine - INFO - Epoch(val) [32][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0079 memory: 4034 2022/12/04 20:03:47 - mmengine - INFO - Epoch(val) [32][196/196] accuracy/top1: 61.6200 accuracy/top5: 84.6900 2022/12/04 20:04:00 - mmengine - INFO - Epoch(train) [33][ 100/5005] lr: 8.3437e-02 eta: 15:09:11 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8327 2022/12/04 20:04:13 - mmengine - INFO - Epoch(train) [33][ 200/5005] lr: 8.3418e-02 eta: 15:08:59 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.9484 2022/12/04 20:04:25 - mmengine - INFO - Epoch(train) [33][ 300/5005] lr: 8.3398e-02 eta: 15:08:46 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.1743 2022/12/04 20:04:38 - mmengine - INFO - Epoch(train) [33][ 400/5005] lr: 8.3379e-02 eta: 15:08:34 time: 0.1242 data_time: 0.0013 memory: 4034 loss: 1.9405 2022/12/04 20:04:50 - mmengine - INFO - Epoch(train) [33][ 500/5005] lr: 8.3359e-02 eta: 15:08:22 time: 0.1242 data_time: 0.0013 memory: 4034 loss: 1.7822 2022/12/04 20:05:02 - mmengine - INFO - Epoch(train) [33][ 600/5005] lr: 8.3340e-02 eta: 15:08:10 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.7710 2022/12/04 20:05:15 - mmengine - INFO - Epoch(train) [33][ 700/5005] lr: 8.3320e-02 eta: 15:07:57 time: 0.1259 data_time: 0.0013 memory: 4034 loss: 2.1112 2022/12/04 20:05:27 - mmengine - INFO - Epoch(train) [33][ 800/5005] lr: 8.3301e-02 eta: 15:07:45 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0680 2022/12/04 20:05:32 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:05:40 - mmengine - INFO - Epoch(train) [33][ 900/5005] lr: 8.3281e-02 eta: 15:07:33 time: 0.1246 data_time: 0.0012 memory: 4034 loss: 2.0346 2022/12/04 20:05:52 - mmengine - INFO - Epoch(train) [33][1000/5005] lr: 8.3262e-02 eta: 15:07:21 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9275 2022/12/04 20:06:05 - mmengine - INFO - Epoch(train) [33][1100/5005] lr: 8.3242e-02 eta: 15:07:08 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.5925 2022/12/04 20:06:17 - mmengine - INFO - Epoch(train) [33][1200/5005] lr: 8.3223e-02 eta: 15:06:56 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0642 2022/12/04 20:06:30 - mmengine - INFO - Epoch(train) [33][1300/5005] lr: 8.3203e-02 eta: 15:06:44 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9453 2022/12/04 20:06:42 - mmengine - INFO - Epoch(train) [33][1400/5005] lr: 8.3184e-02 eta: 15:06:32 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8415 2022/12/04 20:06:55 - mmengine - INFO - Epoch(train) [33][1500/5005] lr: 8.3164e-02 eta: 15:06:19 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.1257 2022/12/04 20:07:07 - mmengine - INFO - Epoch(train) [33][1600/5005] lr: 8.3145e-02 eta: 15:06:07 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.7064 2022/12/04 20:07:20 - mmengine - INFO - Epoch(train) [33][1700/5005] lr: 8.3125e-02 eta: 15:05:55 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.6107 2022/12/04 20:07:32 - mmengine - INFO - Epoch(train) [33][1800/5005] lr: 8.3105e-02 eta: 15:05:43 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8150 2022/12/04 20:07:37 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:07:45 - mmengine - INFO - Epoch(train) [33][1900/5005] lr: 8.3086e-02 eta: 15:05:30 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.9753 2022/12/04 20:07:57 - mmengine - INFO - Epoch(train) [33][2000/5005] lr: 8.3066e-02 eta: 15:05:18 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8809 2022/12/04 20:08:10 - mmengine - INFO - Epoch(train) [33][2100/5005] lr: 8.3047e-02 eta: 15:05:06 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9584 2022/12/04 20:08:22 - mmengine - INFO - Epoch(train) [33][2200/5005] lr: 8.3027e-02 eta: 15:04:53 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.6947 2022/12/04 20:08:35 - mmengine - INFO - Epoch(train) [33][2300/5005] lr: 8.3007e-02 eta: 15:04:41 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.9826 2022/12/04 20:08:47 - mmengine - INFO - Epoch(train) [33][2400/5005] lr: 8.2988e-02 eta: 15:04:29 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.9086 2022/12/04 20:09:00 - mmengine - INFO - Epoch(train) [33][2500/5005] lr: 8.2968e-02 eta: 15:04:17 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.7768 2022/12/04 20:09:12 - mmengine - INFO - Epoch(train) [33][2600/5005] lr: 8.2948e-02 eta: 15:04:04 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9375 2022/12/04 20:09:25 - mmengine - INFO - Epoch(train) [33][2700/5005] lr: 8.2929e-02 eta: 15:03:52 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.6993 2022/12/04 20:09:37 - mmengine - INFO - Epoch(train) [33][2800/5005] lr: 8.2909e-02 eta: 15:03:40 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.5810 2022/12/04 20:09:42 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:09:50 - mmengine - INFO - Epoch(train) [33][2900/5005] lr: 8.2889e-02 eta: 15:03:28 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.7830 2022/12/04 20:10:02 - mmengine - INFO - Epoch(train) [33][3000/5005] lr: 8.2870e-02 eta: 15:03:15 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.2207 2022/12/04 20:10:15 - mmengine - INFO - Epoch(train) [33][3100/5005] lr: 8.2850e-02 eta: 15:03:03 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.5186 2022/12/04 20:10:27 - mmengine - INFO - Epoch(train) [33][3200/5005] lr: 8.2830e-02 eta: 15:02:51 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.8032 2022/12/04 20:10:40 - mmengine - INFO - Epoch(train) [33][3300/5005] lr: 8.2810e-02 eta: 15:02:39 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.7947 2022/12/04 20:10:52 - mmengine - INFO - Epoch(train) [33][3400/5005] lr: 8.2791e-02 eta: 15:02:26 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.7762 2022/12/04 20:11:05 - mmengine - INFO - Epoch(train) [33][3500/5005] lr: 8.2771e-02 eta: 15:02:14 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8911 2022/12/04 20:11:17 - mmengine - INFO - Epoch(train) [33][3600/5005] lr: 8.2751e-02 eta: 15:02:02 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.9026 2022/12/04 20:11:30 - mmengine - INFO - Epoch(train) [33][3700/5005] lr: 8.2731e-02 eta: 15:01:50 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.0332 2022/12/04 20:11:42 - mmengine - INFO - Epoch(train) [33][3800/5005] lr: 8.2712e-02 eta: 15:01:38 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.8074 2022/12/04 20:11:47 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:11:55 - mmengine - INFO - Epoch(train) [33][3900/5005] lr: 8.2692e-02 eta: 15:01:25 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 2.0111 2022/12/04 20:12:07 - mmengine - INFO - Epoch(train) [33][4000/5005] lr: 8.2672e-02 eta: 15:01:13 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.9583 2022/12/04 20:12:20 - mmengine - INFO - Epoch(train) [33][4100/5005] lr: 8.2652e-02 eta: 15:01:01 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0081 2022/12/04 20:12:32 - mmengine - INFO - Epoch(train) [33][4200/5005] lr: 8.2632e-02 eta: 15:00:49 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8700 2022/12/04 20:12:45 - mmengine - INFO - Epoch(train) [33][4300/5005] lr: 8.2613e-02 eta: 15:00:36 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.7316 2022/12/04 20:12:57 - mmengine - INFO - Epoch(train) [33][4400/5005] lr: 8.2593e-02 eta: 15:00:24 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 2.1936 2022/12/04 20:13:10 - mmengine - INFO - Epoch(train) [33][4500/5005] lr: 8.2573e-02 eta: 15:00:12 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.9237 2022/12/04 20:13:22 - mmengine - INFO - Epoch(train) [33][4600/5005] lr: 8.2553e-02 eta: 15:00:00 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.7610 2022/12/04 20:13:35 - mmengine - INFO - Epoch(train) [33][4700/5005] lr: 8.2533e-02 eta: 14:59:47 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8823 2022/12/04 20:13:47 - mmengine - INFO - Epoch(train) [33][4800/5005] lr: 8.2513e-02 eta: 14:59:35 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8364 2022/12/04 20:13:52 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:14:00 - mmengine - INFO - Epoch(train) [33][4900/5005] lr: 8.2493e-02 eta: 14:59:23 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.9123 2022/12/04 20:14:12 - mmengine - INFO - Epoch(train) [33][5000/5005] lr: 8.2474e-02 eta: 14:59:11 time: 0.1255 data_time: 0.0021 memory: 4034 loss: 1.9668 2022/12/04 20:14:13 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:14:13 - mmengine - INFO - Saving checkpoint at 33 epochs 2022/12/04 20:14:19 - mmengine - INFO - Epoch(val) [33][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0078 memory: 4034 2022/12/04 20:14:32 - mmengine - INFO - Epoch(val) [33][196/196] accuracy/top1: 61.9320 accuracy/top5: 84.9900 2022/12/04 20:14:45 - mmengine - INFO - Epoch(train) [34][ 100/5005] lr: 8.2453e-02 eta: 14:58:59 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9299 2022/12/04 20:14:58 - mmengine - INFO - Epoch(train) [34][ 200/5005] lr: 8.2433e-02 eta: 14:58:46 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8844 2022/12/04 20:15:10 - mmengine - INFO - Epoch(train) [34][ 300/5005] lr: 8.2413e-02 eta: 14:58:34 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8658 2022/12/04 20:15:23 - mmengine - INFO - Epoch(train) [34][ 400/5005] lr: 8.2393e-02 eta: 14:58:22 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0651 2022/12/04 20:15:35 - mmengine - INFO - Epoch(train) [34][ 500/5005] lr: 8.2373e-02 eta: 14:58:09 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8053 2022/12/04 20:15:47 - mmengine - INFO - Epoch(train) [34][ 600/5005] lr: 8.2353e-02 eta: 14:57:57 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.8123 2022/12/04 20:16:00 - mmengine - INFO - Epoch(train) [34][ 700/5005] lr: 8.2333e-02 eta: 14:57:45 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8233 2022/12/04 20:16:12 - mmengine - INFO - Epoch(train) [34][ 800/5005] lr: 8.2313e-02 eta: 14:57:33 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0480 2022/12/04 20:16:17 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:16:25 - mmengine - INFO - Epoch(train) [34][ 900/5005] lr: 8.2293e-02 eta: 14:57:20 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.6909 2022/12/04 20:16:37 - mmengine - INFO - Epoch(train) [34][1000/5005] lr: 8.2273e-02 eta: 14:57:08 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.8640 2022/12/04 20:16:50 - mmengine - INFO - Epoch(train) [34][1100/5005] lr: 8.2253e-02 eta: 14:56:56 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.9959 2022/12/04 20:17:02 - mmengine - INFO - Epoch(train) [34][1200/5005] lr: 8.2233e-02 eta: 14:56:44 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.9285 2022/12/04 20:17:15 - mmengine - INFO - Epoch(train) [34][1300/5005] lr: 8.2213e-02 eta: 14:56:31 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.8155 2022/12/04 20:17:27 - mmengine - INFO - Epoch(train) [34][1400/5005] lr: 8.2193e-02 eta: 14:56:19 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.9247 2022/12/04 20:17:40 - mmengine - INFO - Epoch(train) [34][1500/5005] lr: 8.2173e-02 eta: 14:56:07 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8453 2022/12/04 20:17:52 - mmengine - INFO - Epoch(train) [34][1600/5005] lr: 8.2153e-02 eta: 14:55:55 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.7904 2022/12/04 20:18:05 - mmengine - INFO - Epoch(train) [34][1700/5005] lr: 8.2133e-02 eta: 14:55:42 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 2.0257 2022/12/04 20:18:17 - mmengine - INFO - Epoch(train) [34][1800/5005] lr: 8.2113e-02 eta: 14:55:30 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8004 2022/12/04 20:18:22 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:18:30 - mmengine - INFO - Epoch(train) [34][1900/5005] lr: 8.2093e-02 eta: 14:55:18 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8986 2022/12/04 20:18:42 - mmengine - INFO - Epoch(train) [34][2000/5005] lr: 8.2073e-02 eta: 14:55:06 time: 0.1244 data_time: 0.0014 memory: 4034 loss: 1.9481 2022/12/04 20:18:55 - mmengine - INFO - Epoch(train) [34][2100/5005] lr: 8.2053e-02 eta: 14:54:53 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8482 2022/12/04 20:19:07 - mmengine - INFO - Epoch(train) [34][2200/5005] lr: 8.2033e-02 eta: 14:54:41 time: 0.1246 data_time: 0.0012 memory: 4034 loss: 1.8522 2022/12/04 20:19:20 - mmengine - INFO - Epoch(train) [34][2300/5005] lr: 8.2013e-02 eta: 14:54:29 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.9070 2022/12/04 20:19:32 - mmengine - INFO - Epoch(train) [34][2400/5005] lr: 8.1993e-02 eta: 14:54:17 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.9628 2022/12/04 20:19:45 - mmengine - INFO - Epoch(train) [34][2500/5005] lr: 8.1973e-02 eta: 14:54:04 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.6001 2022/12/04 20:19:57 - mmengine - INFO - Epoch(train) [34][2600/5005] lr: 8.1953e-02 eta: 14:53:52 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.9665 2022/12/04 20:20:10 - mmengine - INFO - Epoch(train) [34][2700/5005] lr: 8.1932e-02 eta: 14:53:40 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.7825 2022/12/04 20:20:22 - mmengine - INFO - Epoch(train) [34][2800/5005] lr: 8.1912e-02 eta: 14:53:28 time: 0.1288 data_time: 0.0012 memory: 4034 loss: 1.9532 2022/12/04 20:20:27 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:20:35 - mmengine - INFO - Epoch(train) [34][2900/5005] lr: 8.1892e-02 eta: 14:53:15 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9635 2022/12/04 20:20:47 - mmengine - INFO - Epoch(train) [34][3000/5005] lr: 8.1872e-02 eta: 14:53:03 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.7670 2022/12/04 20:21:00 - mmengine - INFO - Epoch(train) [34][3100/5005] lr: 8.1852e-02 eta: 14:52:51 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.7826 2022/12/04 20:21:12 - mmengine - INFO - Epoch(train) [34][3200/5005] lr: 8.1832e-02 eta: 14:52:39 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8438 2022/12/04 20:21:25 - mmengine - INFO - Epoch(train) [34][3300/5005] lr: 8.1812e-02 eta: 14:52:26 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.9125 2022/12/04 20:21:37 - mmengine - INFO - Epoch(train) [34][3400/5005] lr: 8.1791e-02 eta: 14:52:14 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8607 2022/12/04 20:21:50 - mmengine - INFO - Epoch(train) [34][3500/5005] lr: 8.1771e-02 eta: 14:52:02 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8410 2022/12/04 20:22:02 - mmengine - INFO - Epoch(train) [34][3600/5005] lr: 8.1751e-02 eta: 14:51:50 time: 0.1242 data_time: 0.0012 memory: 4034 loss: 1.8241 2022/12/04 20:22:15 - mmengine - INFO - Epoch(train) [34][3700/5005] lr: 8.1731e-02 eta: 14:51:37 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9651 2022/12/04 20:22:27 - mmengine - INFO - Epoch(train) [34][3800/5005] lr: 8.1711e-02 eta: 14:51:25 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.8729 2022/12/04 20:22:32 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:22:40 - mmengine - INFO - Epoch(train) [34][3900/5005] lr: 8.1690e-02 eta: 14:51:13 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9895 2022/12/04 20:22:52 - mmengine - INFO - Epoch(train) [34][4000/5005] lr: 8.1670e-02 eta: 14:51:01 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.8275 2022/12/04 20:23:05 - mmengine - INFO - Epoch(train) [34][4100/5005] lr: 8.1650e-02 eta: 14:50:48 time: 0.1246 data_time: 0.0012 memory: 4034 loss: 1.8666 2022/12/04 20:23:17 - mmengine - INFO - Epoch(train) [34][4200/5005] lr: 8.1630e-02 eta: 14:50:36 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8717 2022/12/04 20:23:30 - mmengine - INFO - Epoch(train) [34][4300/5005] lr: 8.1609e-02 eta: 14:50:24 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 2.0258 2022/12/04 20:23:42 - mmengine - INFO - Epoch(train) [34][4400/5005] lr: 8.1589e-02 eta: 14:50:12 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.1133 2022/12/04 20:23:55 - mmengine - INFO - Epoch(train) [34][4500/5005] lr: 8.1569e-02 eta: 14:49:59 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.7419 2022/12/04 20:24:07 - mmengine - INFO - Epoch(train) [34][4600/5005] lr: 8.1548e-02 eta: 14:49:47 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.9451 2022/12/04 20:24:20 - mmengine - INFO - Epoch(train) [34][4700/5005] lr: 8.1528e-02 eta: 14:49:35 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.8071 2022/12/04 20:24:32 - mmengine - INFO - Epoch(train) [34][4800/5005] lr: 8.1508e-02 eta: 14:49:23 time: 0.1246 data_time: 0.0012 memory: 4034 loss: 1.8135 2022/12/04 20:24:37 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:24:45 - mmengine - INFO - Epoch(train) [34][4900/5005] lr: 8.1488e-02 eta: 14:49:10 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9278 2022/12/04 20:24:57 - mmengine - INFO - Epoch(train) [34][5000/5005] lr: 8.1467e-02 eta: 14:48:58 time: 0.1258 data_time: 0.0021 memory: 4034 loss: 1.6795 2022/12/04 20:24:58 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:24:58 - mmengine - INFO - Saving checkpoint at 34 epochs 2022/12/04 20:25:05 - mmengine - INFO - Epoch(val) [34][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0080 memory: 4034 2022/12/04 20:25:18 - mmengine - INFO - Epoch(val) [34][196/196] accuracy/top1: 63.3360 accuracy/top5: 85.4640 2022/12/04 20:25:30 - mmengine - INFO - Epoch(train) [35][ 100/5005] lr: 8.1446e-02 eta: 14:48:46 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.8378 2022/12/04 20:25:43 - mmengine - INFO - Epoch(train) [35][ 200/5005] lr: 8.1426e-02 eta: 14:48:34 time: 0.1247 data_time: 0.0012 memory: 4034 loss: 1.6634 2022/12/04 20:25:55 - mmengine - INFO - Epoch(train) [35][ 300/5005] lr: 8.1405e-02 eta: 14:48:21 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.7486 2022/12/04 20:26:08 - mmengine - INFO - Epoch(train) [35][ 400/5005] lr: 8.1385e-02 eta: 14:48:09 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.7046 2022/12/04 20:26:20 - mmengine - INFO - Epoch(train) [35][ 500/5005] lr: 8.1364e-02 eta: 14:47:57 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8329 2022/12/04 20:26:33 - mmengine - INFO - Epoch(train) [35][ 600/5005] lr: 8.1344e-02 eta: 14:47:45 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.0083 2022/12/04 20:26:45 - mmengine - INFO - Epoch(train) [35][ 700/5005] lr: 8.1324e-02 eta: 14:47:32 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.7585 2022/12/04 20:26:58 - mmengine - INFO - Epoch(train) [35][ 800/5005] lr: 8.1303e-02 eta: 14:47:20 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.6486 2022/12/04 20:27:02 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:27:10 - mmengine - INFO - Epoch(train) [35][ 900/5005] lr: 8.1283e-02 eta: 14:47:08 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.8487 2022/12/04 20:27:23 - mmengine - INFO - Epoch(train) [35][1000/5005] lr: 8.1263e-02 eta: 14:46:56 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 2.0203 2022/12/04 20:27:35 - mmengine - INFO - Epoch(train) [35][1100/5005] lr: 8.1242e-02 eta: 14:46:43 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9656 2022/12/04 20:27:48 - mmengine - INFO - Epoch(train) [35][1200/5005] lr: 8.1222e-02 eta: 14:46:31 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9645 2022/12/04 20:28:01 - mmengine - INFO - Epoch(train) [35][1300/5005] lr: 8.1201e-02 eta: 14:46:19 time: 0.1246 data_time: 0.0012 memory: 4034 loss: 1.8906 2022/12/04 20:28:13 - mmengine - INFO - Epoch(train) [35][1400/5005] lr: 8.1181e-02 eta: 14:46:07 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.7587 2022/12/04 20:28:26 - mmengine - INFO - Epoch(train) [35][1500/5005] lr: 8.1160e-02 eta: 14:45:55 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8092 2022/12/04 20:28:38 - mmengine - INFO - Epoch(train) [35][1600/5005] lr: 8.1140e-02 eta: 14:45:42 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.6153 2022/12/04 20:28:51 - mmengine - INFO - Epoch(train) [35][1700/5005] lr: 8.1119e-02 eta: 14:45:30 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.9437 2022/12/04 20:29:03 - mmengine - INFO - Epoch(train) [35][1800/5005] lr: 8.1099e-02 eta: 14:45:18 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.9611 2022/12/04 20:29:07 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:29:16 - mmengine - INFO - Epoch(train) [35][1900/5005] lr: 8.1078e-02 eta: 14:45:05 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.1072 2022/12/04 20:29:28 - mmengine - INFO - Epoch(train) [35][2000/5005] lr: 8.1058e-02 eta: 14:44:53 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8608 2022/12/04 20:29:41 - mmengine - INFO - Epoch(train) [35][2100/5005] lr: 8.1038e-02 eta: 14:44:41 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 2.0405 2022/12/04 20:29:53 - mmengine - INFO - Epoch(train) [35][2200/5005] lr: 8.1017e-02 eta: 14:44:29 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.9242 2022/12/04 20:30:06 - mmengine - INFO - Epoch(train) [35][2300/5005] lr: 8.0996e-02 eta: 14:44:17 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.9982 2022/12/04 20:30:18 - mmengine - INFO - Epoch(train) [35][2400/5005] lr: 8.0976e-02 eta: 14:44:04 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.8971 2022/12/04 20:30:31 - mmengine - INFO - Epoch(train) [35][2500/5005] lr: 8.0955e-02 eta: 14:43:52 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8094 2022/12/04 20:30:43 - mmengine - INFO - Epoch(train) [35][2600/5005] lr: 8.0935e-02 eta: 14:43:40 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 2.0347 2022/12/04 20:30:56 - mmengine - INFO - Epoch(train) [35][2700/5005] lr: 8.0914e-02 eta: 14:43:28 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8220 2022/12/04 20:31:08 - mmengine - INFO - Epoch(train) [35][2800/5005] lr: 8.0894e-02 eta: 14:43:15 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.0663 2022/12/04 20:31:12 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:31:21 - mmengine - INFO - Epoch(train) [35][2900/5005] lr: 8.0873e-02 eta: 14:43:03 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.6360 2022/12/04 20:31:33 - mmengine - INFO - Epoch(train) [35][3000/5005] lr: 8.0853e-02 eta: 14:42:51 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.9477 2022/12/04 20:31:46 - mmengine - INFO - Epoch(train) [35][3100/5005] lr: 8.0832e-02 eta: 14:42:39 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7484 2022/12/04 20:31:58 - mmengine - INFO - Epoch(train) [35][3200/5005] lr: 8.0811e-02 eta: 14:42:26 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.7969 2022/12/04 20:32:11 - mmengine - INFO - Epoch(train) [35][3300/5005] lr: 8.0791e-02 eta: 14:42:14 time: 0.1249 data_time: 0.0012 memory: 4034 loss: 1.7625 2022/12/04 20:32:23 - mmengine - INFO - Epoch(train) [35][3400/5005] lr: 8.0770e-02 eta: 14:42:02 time: 0.1246 data_time: 0.0012 memory: 4034 loss: 1.7899 2022/12/04 20:32:36 - mmengine - INFO - Epoch(train) [35][3500/5005] lr: 8.0750e-02 eta: 14:41:50 time: 0.1246 data_time: 0.0012 memory: 4034 loss: 1.8036 2022/12/04 20:32:48 - mmengine - INFO - Epoch(train) [35][3600/5005] lr: 8.0729e-02 eta: 14:41:38 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 2.0934 2022/12/04 20:33:01 - mmengine - INFO - Epoch(train) [35][3700/5005] lr: 8.0708e-02 eta: 14:41:25 time: 0.1249 data_time: 0.0013 memory: 4034 loss: 1.8160 2022/12/04 20:33:13 - mmengine - INFO - Epoch(train) [35][3800/5005] lr: 8.0688e-02 eta: 14:41:13 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9385 2022/12/04 20:33:17 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:33:26 - mmengine - INFO - Epoch(train) [35][3900/5005] lr: 8.0667e-02 eta: 14:41:01 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7810 2022/12/04 20:33:38 - mmengine - INFO - Epoch(train) [35][4000/5005] lr: 8.0646e-02 eta: 14:40:49 time: 0.1253 data_time: 0.0013 memory: 4034 loss: 1.9263 2022/12/04 20:33:51 - mmengine - INFO - Epoch(train) [35][4100/5005] lr: 8.0626e-02 eta: 14:40:37 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 2.0882 2022/12/04 20:34:03 - mmengine - INFO - Epoch(train) [35][4200/5005] lr: 8.0605e-02 eta: 14:40:24 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7761 2022/12/04 20:34:16 - mmengine - INFO - Epoch(train) [35][4300/5005] lr: 8.0584e-02 eta: 14:40:12 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 2.0448 2022/12/04 20:34:28 - mmengine - INFO - Epoch(train) [35][4400/5005] lr: 8.0564e-02 eta: 14:40:00 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9594 2022/12/04 20:34:41 - mmengine - INFO - Epoch(train) [35][4500/5005] lr: 8.0543e-02 eta: 14:39:48 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 2.1143 2022/12/04 20:34:53 - mmengine - INFO - Epoch(train) [35][4600/5005] lr: 8.0522e-02 eta: 14:39:35 time: 0.1250 data_time: 0.0013 memory: 4034 loss: 1.7199 2022/12/04 20:35:06 - mmengine - INFO - Epoch(train) [35][4700/5005] lr: 8.0502e-02 eta: 14:39:23 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.6969 2022/12/04 20:35:18 - mmengine - INFO - Epoch(train) [35][4800/5005] lr: 8.0481e-02 eta: 14:39:11 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.7312 2022/12/04 20:35:22 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:35:31 - mmengine - INFO - Epoch(train) [35][4900/5005] lr: 8.0460e-02 eta: 14:38:59 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.9053 2022/12/04 20:35:43 - mmengine - INFO - Epoch(train) [35][5000/5005] lr: 8.0439e-02 eta: 14:38:46 time: 0.1254 data_time: 0.0021 memory: 4034 loss: 1.8274 2022/12/04 20:35:44 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:35:44 - mmengine - INFO - Saving checkpoint at 35 epochs 2022/12/04 20:35:51 - mmengine - INFO - Epoch(val) [35][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0080 memory: 4034 2022/12/04 20:36:03 - mmengine - INFO - Epoch(val) [35][196/196] accuracy/top1: 62.2700 accuracy/top5: 85.0560 2022/12/04 20:36:16 - mmengine - INFO - Epoch(train) [36][ 100/5005] lr: 8.0418e-02 eta: 14:38:34 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.6557 2022/12/04 20:36:29 - mmengine - INFO - Epoch(train) [36][ 200/5005] lr: 8.0397e-02 eta: 14:38:22 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.9679 2022/12/04 20:36:41 - mmengine - INFO - Epoch(train) [36][ 300/5005] lr: 8.0376e-02 eta: 14:38:09 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9733 2022/12/04 20:36:54 - mmengine - INFO - Epoch(train) [36][ 400/5005] lr: 8.0355e-02 eta: 14:37:57 time: 0.1246 data_time: 0.0012 memory: 4034 loss: 1.7524 2022/12/04 20:37:06 - mmengine - INFO - Epoch(train) [36][ 500/5005] lr: 8.0334e-02 eta: 14:37:45 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8250 2022/12/04 20:37:19 - mmengine - INFO - Epoch(train) [36][ 600/5005] lr: 8.0314e-02 eta: 14:37:33 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.7864 2022/12/04 20:37:31 - mmengine - INFO - Epoch(train) [36][ 700/5005] lr: 8.0293e-02 eta: 14:37:20 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.6404 2022/12/04 20:37:44 - mmengine - INFO - Epoch(train) [36][ 800/5005] lr: 8.0272e-02 eta: 14:37:08 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9584 2022/12/04 20:37:47 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:37:56 - mmengine - INFO - Epoch(train) [36][ 900/5005] lr: 8.0251e-02 eta: 14:36:56 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 2.1546 2022/12/04 20:38:09 - mmengine - INFO - Epoch(train) [36][1000/5005] lr: 8.0230e-02 eta: 14:36:44 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.7680 2022/12/04 20:38:21 - mmengine - INFO - Epoch(train) [36][1100/5005] lr: 8.0210e-02 eta: 14:36:31 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.8390 2022/12/04 20:38:34 - mmengine - INFO - Epoch(train) [36][1200/5005] lr: 8.0189e-02 eta: 14:36:19 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.6996 2022/12/04 20:38:46 - mmengine - INFO - Epoch(train) [36][1300/5005] lr: 8.0168e-02 eta: 14:36:07 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.7683 2022/12/04 20:38:59 - mmengine - INFO - Epoch(train) [36][1400/5005] lr: 8.0147e-02 eta: 14:35:55 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 2.0400 2022/12/04 20:39:11 - mmengine - INFO - Epoch(train) [36][1500/5005] lr: 8.0126e-02 eta: 14:35:42 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.9206 2022/12/04 20:39:24 - mmengine - INFO - Epoch(train) [36][1600/5005] lr: 8.0105e-02 eta: 14:35:30 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.7831 2022/12/04 20:39:36 - mmengine - INFO - Epoch(train) [36][1700/5005] lr: 8.0084e-02 eta: 14:35:18 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.7961 2022/12/04 20:39:49 - mmengine - INFO - Epoch(train) [36][1800/5005] lr: 8.0063e-02 eta: 14:35:05 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8801 2022/12/04 20:39:52 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:40:01 - mmengine - INFO - Epoch(train) [36][1900/5005] lr: 8.0043e-02 eta: 14:34:53 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.6950 2022/12/04 20:40:14 - mmengine - INFO - Epoch(train) [36][2000/5005] lr: 8.0022e-02 eta: 14:34:41 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.9068 2022/12/04 20:40:26 - mmengine - INFO - Epoch(train) [36][2100/5005] lr: 8.0001e-02 eta: 14:34:29 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7462 2022/12/04 20:40:39 - mmengine - INFO - Epoch(train) [36][2200/5005] lr: 7.9980e-02 eta: 14:34:16 time: 0.1246 data_time: 0.0012 memory: 4034 loss: 1.7642 2022/12/04 20:40:51 - mmengine - INFO - Epoch(train) [36][2300/5005] lr: 7.9959e-02 eta: 14:34:04 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8973 2022/12/04 20:41:04 - mmengine - INFO - Epoch(train) [36][2400/5005] lr: 7.9938e-02 eta: 14:33:52 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.8219 2022/12/04 20:41:16 - mmengine - INFO - Epoch(train) [36][2500/5005] lr: 7.9917e-02 eta: 14:33:40 time: 0.1243 data_time: 0.0012 memory: 4034 loss: 1.8439 2022/12/04 20:41:29 - mmengine - INFO - Epoch(train) [36][2600/5005] lr: 7.9896e-02 eta: 14:33:27 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.7819 2022/12/04 20:41:41 - mmengine - INFO - Epoch(train) [36][2700/5005] lr: 7.9875e-02 eta: 14:33:15 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.9546 2022/12/04 20:41:54 - mmengine - INFO - Epoch(train) [36][2800/5005] lr: 7.9854e-02 eta: 14:33:03 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8119 2022/12/04 20:41:57 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:42:06 - mmengine - INFO - Epoch(train) [36][2900/5005] lr: 7.9833e-02 eta: 14:32:50 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.7803 2022/12/04 20:42:19 - mmengine - INFO - Epoch(train) [36][3000/5005] lr: 7.9812e-02 eta: 14:32:38 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.7636 2022/12/04 20:42:31 - mmengine - INFO - Epoch(train) [36][3100/5005] lr: 7.9791e-02 eta: 14:32:26 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.9569 2022/12/04 20:42:44 - mmengine - INFO - Epoch(train) [36][3200/5005] lr: 7.9770e-02 eta: 14:32:14 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.7408 2022/12/04 20:42:56 - mmengine - INFO - Epoch(train) [36][3300/5005] lr: 7.9749e-02 eta: 14:32:01 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7381 2022/12/04 20:43:09 - mmengine - INFO - Epoch(train) [36][3400/5005] lr: 7.9728e-02 eta: 14:31:49 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8320 2022/12/04 20:43:21 - mmengine - INFO - Epoch(train) [36][3500/5005] lr: 7.9707e-02 eta: 14:31:37 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.9231 2022/12/04 20:43:34 - mmengine - INFO - Epoch(train) [36][3600/5005] lr: 7.9686e-02 eta: 14:31:25 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8031 2022/12/04 20:43:46 - mmengine - INFO - Epoch(train) [36][3700/5005] lr: 7.9665e-02 eta: 14:31:13 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 2.0341 2022/12/04 20:43:59 - mmengine - INFO - Epoch(train) [36][3800/5005] lr: 7.9644e-02 eta: 14:31:00 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.7904 2022/12/04 20:44:02 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:44:11 - mmengine - INFO - Epoch(train) [36][3900/5005] lr: 7.9623e-02 eta: 14:30:48 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7505 2022/12/04 20:44:24 - mmengine - INFO - Epoch(train) [36][4000/5005] lr: 7.9602e-02 eta: 14:30:36 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8363 2022/12/04 20:44:36 - mmengine - INFO - Epoch(train) [36][4100/5005] lr: 7.9581e-02 eta: 14:30:24 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8130 2022/12/04 20:44:49 - mmengine - INFO - Epoch(train) [36][4200/5005] lr: 7.9560e-02 eta: 14:30:11 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.7511 2022/12/04 20:45:01 - mmengine - INFO - Epoch(train) [36][4300/5005] lr: 7.9538e-02 eta: 14:29:59 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8449 2022/12/04 20:45:14 - mmengine - INFO - Epoch(train) [36][4400/5005] lr: 7.9517e-02 eta: 14:29:47 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.9782 2022/12/04 20:45:26 - mmengine - INFO - Epoch(train) [36][4500/5005] lr: 7.9496e-02 eta: 14:29:34 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.7811 2022/12/04 20:45:39 - mmengine - INFO - Epoch(train) [36][4600/5005] lr: 7.9475e-02 eta: 14:29:22 time: 0.1254 data_time: 0.0013 memory: 4034 loss: 1.7859 2022/12/04 20:45:51 - mmengine - INFO - Epoch(train) [36][4700/5005] lr: 7.9454e-02 eta: 14:29:10 time: 0.1249 data_time: 0.0013 memory: 4034 loss: 1.8929 2022/12/04 20:46:04 - mmengine - INFO - Epoch(train) [36][4800/5005] lr: 7.9433e-02 eta: 14:28:58 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 2.0404 2022/12/04 20:46:07 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:46:16 - mmengine - INFO - Epoch(train) [36][4900/5005] lr: 7.9412e-02 eta: 14:28:45 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9414 2022/12/04 20:46:29 - mmengine - INFO - Epoch(train) [36][5000/5005] lr: 7.9391e-02 eta: 14:28:33 time: 0.1252 data_time: 0.0021 memory: 4034 loss: 1.8575 2022/12/04 20:46:29 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:46:29 - mmengine - INFO - Saving checkpoint at 36 epochs 2022/12/04 20:46:36 - mmengine - INFO - Epoch(val) [36][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0080 memory: 4034 2022/12/04 20:46:49 - mmengine - INFO - Epoch(val) [36][196/196] accuracy/top1: 62.1140 accuracy/top5: 85.0380 2022/12/04 20:47:02 - mmengine - INFO - Epoch(train) [37][ 100/5005] lr: 7.9368e-02 eta: 14:28:21 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.9348 2022/12/04 20:47:14 - mmengine - INFO - Epoch(train) [37][ 200/5005] lr: 7.9347e-02 eta: 14:28:09 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.7582 2022/12/04 20:47:27 - mmengine - INFO - Epoch(train) [37][ 300/5005] lr: 7.9326e-02 eta: 14:27:56 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8701 2022/12/04 20:47:39 - mmengine - INFO - Epoch(train) [37][ 400/5005] lr: 7.9305e-02 eta: 14:27:44 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.6951 2022/12/04 20:47:52 - mmengine - INFO - Epoch(train) [37][ 500/5005] lr: 7.9284e-02 eta: 14:27:32 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8811 2022/12/04 20:48:04 - mmengine - INFO - Epoch(train) [37][ 600/5005] lr: 7.9262e-02 eta: 14:27:20 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.4905 2022/12/04 20:48:17 - mmengine - INFO - Epoch(train) [37][ 700/5005] lr: 7.9241e-02 eta: 14:27:07 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.9102 2022/12/04 20:48:29 - mmengine - INFO - Epoch(train) [37][ 800/5005] lr: 7.9220e-02 eta: 14:26:55 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8193 2022/12/04 20:48:32 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:48:42 - mmengine - INFO - Epoch(train) [37][ 900/5005] lr: 7.9199e-02 eta: 14:26:43 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9176 2022/12/04 20:48:54 - mmengine - INFO - Epoch(train) [37][1000/5005] lr: 7.9177e-02 eta: 14:26:31 time: 0.1248 data_time: 0.0012 memory: 4034 loss: 1.9984 2022/12/04 20:49:07 - mmengine - INFO - Epoch(train) [37][1100/5005] lr: 7.9156e-02 eta: 14:26:18 time: 0.1246 data_time: 0.0012 memory: 4034 loss: 1.6741 2022/12/04 20:49:20 - mmengine - INFO - Epoch(train) [37][1200/5005] lr: 7.9135e-02 eta: 14:26:06 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.7125 2022/12/04 20:49:32 - mmengine - INFO - Epoch(train) [37][1300/5005] lr: 7.9114e-02 eta: 14:25:54 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8678 2022/12/04 20:49:45 - mmengine - INFO - Epoch(train) [37][1400/5005] lr: 7.9092e-02 eta: 14:25:42 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 2.0289 2022/12/04 20:49:57 - mmengine - INFO - Epoch(train) [37][1500/5005] lr: 7.9071e-02 eta: 14:25:29 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8392 2022/12/04 20:50:10 - mmengine - INFO - Epoch(train) [37][1600/5005] lr: 7.9050e-02 eta: 14:25:17 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 2.0922 2022/12/04 20:50:22 - mmengine - INFO - Epoch(train) [37][1700/5005] lr: 7.9029e-02 eta: 14:25:05 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.7234 2022/12/04 20:50:35 - mmengine - INFO - Epoch(train) [37][1800/5005] lr: 7.9007e-02 eta: 14:24:53 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8706 2022/12/04 20:50:37 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:50:47 - mmengine - INFO - Epoch(train) [37][1900/5005] lr: 7.8986e-02 eta: 14:24:40 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7784 2022/12/04 20:51:00 - mmengine - INFO - Epoch(train) [37][2000/5005] lr: 7.8965e-02 eta: 14:24:28 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.7749 2022/12/04 20:51:12 - mmengine - INFO - Epoch(train) [37][2100/5005] lr: 7.8943e-02 eta: 14:24:16 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.6794 2022/12/04 20:51:25 - mmengine - INFO - Epoch(train) [37][2200/5005] lr: 7.8922e-02 eta: 14:24:04 time: 0.1250 data_time: 0.0013 memory: 4034 loss: 1.8999 2022/12/04 20:51:37 - mmengine - INFO - Epoch(train) [37][2300/5005] lr: 7.8901e-02 eta: 14:23:51 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8305 2022/12/04 20:51:50 - mmengine - INFO - Epoch(train) [37][2400/5005] lr: 7.8879e-02 eta: 14:23:39 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7693 2022/12/04 20:52:02 - mmengine - INFO - Epoch(train) [37][2500/5005] lr: 7.8858e-02 eta: 14:23:27 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7739 2022/12/04 20:52:15 - mmengine - INFO - Epoch(train) [37][2600/5005] lr: 7.8837e-02 eta: 14:23:14 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 2.2061 2022/12/04 20:52:27 - mmengine - INFO - Epoch(train) [37][2700/5005] lr: 7.8815e-02 eta: 14:23:02 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8721 2022/12/04 20:52:40 - mmengine - INFO - Epoch(train) [37][2800/5005] lr: 7.8794e-02 eta: 14:22:50 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 2.0138 2022/12/04 20:52:42 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:52:52 - mmengine - INFO - Epoch(train) [37][2900/5005] lr: 7.8773e-02 eta: 14:22:38 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.7758 2022/12/04 20:53:05 - mmengine - INFO - Epoch(train) [37][3000/5005] lr: 7.8751e-02 eta: 14:22:25 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7955 2022/12/04 20:53:17 - mmengine - INFO - Epoch(train) [37][3100/5005] lr: 7.8730e-02 eta: 14:22:13 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.9083 2022/12/04 20:53:30 - mmengine - INFO - Epoch(train) [37][3200/5005] lr: 7.8708e-02 eta: 14:22:01 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7418 2022/12/04 20:53:42 - mmengine - INFO - Epoch(train) [37][3300/5005] lr: 7.8687e-02 eta: 14:21:49 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7139 2022/12/04 20:53:55 - mmengine - INFO - Epoch(train) [37][3400/5005] lr: 7.8665e-02 eta: 14:21:36 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.8356 2022/12/04 20:54:07 - mmengine - INFO - Epoch(train) [37][3500/5005] lr: 7.8644e-02 eta: 14:21:24 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.6602 2022/12/04 20:54:20 - mmengine - INFO - Epoch(train) [37][3600/5005] lr: 7.8623e-02 eta: 14:21:12 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.7761 2022/12/04 20:54:32 - mmengine - INFO - Epoch(train) [37][3700/5005] lr: 7.8601e-02 eta: 14:21:00 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.9038 2022/12/04 20:54:45 - mmengine - INFO - Epoch(train) [37][3800/5005] lr: 7.8580e-02 eta: 14:20:48 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7672 2022/12/04 20:54:47 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:54:57 - mmengine - INFO - Epoch(train) [37][3900/5005] lr: 7.8558e-02 eta: 14:20:35 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9800 2022/12/04 20:55:10 - mmengine - INFO - Epoch(train) [37][4000/5005] lr: 7.8537e-02 eta: 14:20:23 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8387 2022/12/04 20:55:22 - mmengine - INFO - Epoch(train) [37][4100/5005] lr: 7.8515e-02 eta: 14:20:11 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.9666 2022/12/04 20:55:35 - mmengine - INFO - Epoch(train) [37][4200/5005] lr: 7.8494e-02 eta: 14:19:59 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.9560 2022/12/04 20:55:47 - mmengine - INFO - Epoch(train) [37][4300/5005] lr: 7.8472e-02 eta: 14:19:46 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 2.0151 2022/12/04 20:56:00 - mmengine - INFO - Epoch(train) [37][4400/5005] lr: 7.8451e-02 eta: 14:19:34 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 2.0275 2022/12/04 20:56:12 - mmengine - INFO - Epoch(train) [37][4500/5005] lr: 7.8429e-02 eta: 14:19:22 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7461 2022/12/04 20:56:25 - mmengine - INFO - Epoch(train) [37][4600/5005] lr: 7.8408e-02 eta: 14:19:09 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8867 2022/12/04 20:56:37 - mmengine - INFO - Epoch(train) [37][4700/5005] lr: 7.8386e-02 eta: 14:18:57 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.7859 2022/12/04 20:56:50 - mmengine - INFO - Epoch(train) [37][4800/5005] lr: 7.8365e-02 eta: 14:18:45 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 2.0980 2022/12/04 20:56:52 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:57:02 - mmengine - INFO - Epoch(train) [37][4900/5005] lr: 7.8343e-02 eta: 14:18:33 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 2.0680 2022/12/04 20:57:15 - mmengine - INFO - Epoch(train) [37][5000/5005] lr: 7.8322e-02 eta: 14:18:20 time: 0.1255 data_time: 0.0022 memory: 4034 loss: 1.8688 2022/12/04 20:57:15 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:57:15 - mmengine - INFO - Saving checkpoint at 37 epochs 2022/12/04 20:57:22 - mmengine - INFO - Epoch(val) [37][100/196] eta: 0:00:03 time: 0.0409 data_time: 0.0137 memory: 4034 2022/12/04 20:57:35 - mmengine - INFO - Epoch(val) [37][196/196] accuracy/top1: 62.7460 accuracy/top5: 85.6780 2022/12/04 20:57:48 - mmengine - INFO - Epoch(train) [38][ 100/5005] lr: 7.8299e-02 eta: 14:18:09 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 1.8793 2022/12/04 20:58:01 - mmengine - INFO - Epoch(train) [38][ 200/5005] lr: 7.8277e-02 eta: 14:17:57 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8315 2022/12/04 20:58:13 - mmengine - INFO - Epoch(train) [38][ 300/5005] lr: 7.8256e-02 eta: 14:17:45 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9733 2022/12/04 20:58:26 - mmengine - INFO - Epoch(train) [38][ 400/5005] lr: 7.8234e-02 eta: 14:17:32 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.6000 2022/12/04 20:58:38 - mmengine - INFO - Epoch(train) [38][ 500/5005] lr: 7.8213e-02 eta: 14:17:20 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.8676 2022/12/04 20:58:51 - mmengine - INFO - Epoch(train) [38][ 600/5005] lr: 7.8191e-02 eta: 14:17:08 time: 0.1244 data_time: 0.0012 memory: 4034 loss: 2.0346 2022/12/04 20:59:03 - mmengine - INFO - Epoch(train) [38][ 700/5005] lr: 7.8169e-02 eta: 14:16:55 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8749 2022/12/04 20:59:16 - mmengine - INFO - Epoch(train) [38][ 800/5005] lr: 7.8148e-02 eta: 14:16:43 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8226 2022/12/04 20:59:18 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 20:59:28 - mmengine - INFO - Epoch(train) [38][ 900/5005] lr: 7.8126e-02 eta: 14:16:31 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.6815 2022/12/04 20:59:41 - mmengine - INFO - Epoch(train) [38][1000/5005] lr: 7.8105e-02 eta: 14:16:19 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8769 2022/12/04 20:59:53 - mmengine - INFO - Epoch(train) [38][1100/5005] lr: 7.8083e-02 eta: 14:16:06 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8202 2022/12/04 21:00:06 - mmengine - INFO - Epoch(train) [38][1200/5005] lr: 7.8061e-02 eta: 14:15:54 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8424 2022/12/04 21:00:18 - mmengine - INFO - Epoch(train) [38][1300/5005] lr: 7.8040e-02 eta: 14:15:42 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.6819 2022/12/04 21:00:31 - mmengine - INFO - Epoch(train) [38][1400/5005] lr: 7.8018e-02 eta: 14:15:30 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.6701 2022/12/04 21:00:43 - mmengine - INFO - Epoch(train) [38][1500/5005] lr: 7.7996e-02 eta: 14:15:17 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.7091 2022/12/04 21:00:56 - mmengine - INFO - Epoch(train) [38][1600/5005] lr: 7.7975e-02 eta: 14:15:05 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.9382 2022/12/04 21:01:08 - mmengine - INFO - Epoch(train) [38][1700/5005] lr: 7.7953e-02 eta: 14:14:53 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8932 2022/12/04 21:01:21 - mmengine - INFO - Epoch(train) [38][1800/5005] lr: 7.7931e-02 eta: 14:14:40 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8388 2022/12/04 21:01:23 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:01:33 - mmengine - INFO - Epoch(train) [38][1900/5005] lr: 7.7910e-02 eta: 14:14:28 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8452 2022/12/04 21:01:46 - mmengine - INFO - Epoch(train) [38][2000/5005] lr: 7.7888e-02 eta: 14:14:16 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8520 2022/12/04 21:01:58 - mmengine - INFO - Epoch(train) [38][2100/5005] lr: 7.7866e-02 eta: 14:14:04 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8266 2022/12/04 21:02:11 - mmengine - INFO - Epoch(train) [38][2200/5005] lr: 7.7844e-02 eta: 14:13:51 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8625 2022/12/04 21:02:23 - mmengine - INFO - Epoch(train) [38][2300/5005] lr: 7.7823e-02 eta: 14:13:39 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.9245 2022/12/04 21:02:36 - mmengine - INFO - Epoch(train) [38][2400/5005] lr: 7.7801e-02 eta: 14:13:27 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 2.0146 2022/12/04 21:02:48 - mmengine - INFO - Epoch(train) [38][2500/5005] lr: 7.7779e-02 eta: 14:13:14 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8058 2022/12/04 21:03:01 - mmengine - INFO - Epoch(train) [38][2600/5005] lr: 7.7758e-02 eta: 14:13:02 time: 0.1280 data_time: 0.0013 memory: 4034 loss: 1.8396 2022/12/04 21:03:13 - mmengine - INFO - Epoch(train) [38][2700/5005] lr: 7.7736e-02 eta: 14:12:50 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8834 2022/12/04 21:03:26 - mmengine - INFO - Epoch(train) [38][2800/5005] lr: 7.7714e-02 eta: 14:12:38 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8367 2022/12/04 21:03:28 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:03:38 - mmengine - INFO - Epoch(train) [38][2900/5005] lr: 7.7692e-02 eta: 14:12:25 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.5730 2022/12/04 21:03:51 - mmengine - INFO - Epoch(train) [38][3000/5005] lr: 7.7670e-02 eta: 14:12:13 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8385 2022/12/04 21:04:04 - mmengine - INFO - Epoch(train) [38][3100/5005] lr: 7.7649e-02 eta: 14:12:01 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 2.0314 2022/12/04 21:04:16 - mmengine - INFO - Epoch(train) [38][3200/5005] lr: 7.7627e-02 eta: 14:11:49 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.7408 2022/12/04 21:04:29 - mmengine - INFO - Epoch(train) [38][3300/5005] lr: 7.7605e-02 eta: 14:11:36 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.5854 2022/12/04 21:04:41 - mmengine - INFO - Epoch(train) [38][3400/5005] lr: 7.7583e-02 eta: 14:11:24 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7638 2022/12/04 21:04:54 - mmengine - INFO - Epoch(train) [38][3500/5005] lr: 7.7561e-02 eta: 14:11:12 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8287 2022/12/04 21:05:06 - mmengine - INFO - Epoch(train) [38][3600/5005] lr: 7.7540e-02 eta: 14:11:00 time: 0.1245 data_time: 0.0012 memory: 4034 loss: 1.9592 2022/12/04 21:05:19 - mmengine - INFO - Epoch(train) [38][3700/5005] lr: 7.7518e-02 eta: 14:10:47 time: 0.1246 data_time: 0.0012 memory: 4034 loss: 1.7907 2022/12/04 21:05:31 - mmengine - INFO - Epoch(train) [38][3800/5005] lr: 7.7496e-02 eta: 14:10:35 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.6822 2022/12/04 21:05:33 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:05:44 - mmengine - INFO - Epoch(train) [38][3900/5005] lr: 7.7474e-02 eta: 14:10:23 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8371 2022/12/04 21:05:56 - mmengine - INFO - Epoch(train) [38][4000/5005] lr: 7.7452e-02 eta: 14:10:11 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.7053 2022/12/04 21:06:09 - mmengine - INFO - Epoch(train) [38][4100/5005] lr: 7.7430e-02 eta: 14:09:58 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8247 2022/12/04 21:06:21 - mmengine - INFO - Epoch(train) [38][4200/5005] lr: 7.7409e-02 eta: 14:09:46 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.7859 2022/12/04 21:06:34 - mmengine - INFO - Epoch(train) [38][4300/5005] lr: 7.7387e-02 eta: 14:09:34 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.5727 2022/12/04 21:06:46 - mmengine - INFO - Epoch(train) [38][4400/5005] lr: 7.7365e-02 eta: 14:09:21 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.9417 2022/12/04 21:06:59 - mmengine - INFO - Epoch(train) [38][4500/5005] lr: 7.7343e-02 eta: 14:09:09 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.7418 2022/12/04 21:07:11 - mmengine - INFO - Epoch(train) [38][4600/5005] lr: 7.7321e-02 eta: 14:08:57 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.6542 2022/12/04 21:07:24 - mmengine - INFO - Epoch(train) [38][4700/5005] lr: 7.7299e-02 eta: 14:08:45 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 2.1351 2022/12/04 21:07:36 - mmengine - INFO - Epoch(train) [38][4800/5005] lr: 7.7277e-02 eta: 14:08:32 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8978 2022/12/04 21:07:38 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:07:49 - mmengine - INFO - Epoch(train) [38][4900/5005] lr: 7.7255e-02 eta: 14:08:20 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.9225 2022/12/04 21:08:01 - mmengine - INFO - Epoch(train) [38][5000/5005] lr: 7.7233e-02 eta: 14:08:08 time: 0.1255 data_time: 0.0022 memory: 4034 loss: 1.8751 2022/12/04 21:08:02 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:08:02 - mmengine - INFO - Saving checkpoint at 38 epochs 2022/12/04 21:08:09 - mmengine - INFO - Epoch(val) [38][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0081 memory: 4034 2022/12/04 21:08:21 - mmengine - INFO - Epoch(val) [38][196/196] accuracy/top1: 62.7900 accuracy/top5: 85.4960 2022/12/04 21:08:34 - mmengine - INFO - Epoch(train) [39][ 100/5005] lr: 7.7210e-02 eta: 14:07:55 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7943 2022/12/04 21:08:47 - mmengine - INFO - Epoch(train) [39][ 200/5005] lr: 7.7188e-02 eta: 14:07:43 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.6309 2022/12/04 21:08:59 - mmengine - INFO - Epoch(train) [39][ 300/5005] lr: 7.7166e-02 eta: 14:07:31 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8033 2022/12/04 21:09:12 - mmengine - INFO - Epoch(train) [39][ 400/5005] lr: 7.7144e-02 eta: 14:07:18 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.7980 2022/12/04 21:09:24 - mmengine - INFO - Epoch(train) [39][ 500/5005] lr: 7.7122e-02 eta: 14:07:06 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.5748 2022/12/04 21:09:37 - mmengine - INFO - Epoch(train) [39][ 600/5005] lr: 7.7100e-02 eta: 14:06:54 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.9007 2022/12/04 21:09:49 - mmengine - INFO - Epoch(train) [39][ 700/5005] lr: 7.7078e-02 eta: 14:06:42 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.6158 2022/12/04 21:10:02 - mmengine - INFO - Epoch(train) [39][ 800/5005] lr: 7.7056e-02 eta: 14:06:29 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.8532 2022/12/04 21:10:03 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:10:14 - mmengine - INFO - Epoch(train) [39][ 900/5005] lr: 7.7034e-02 eta: 14:06:17 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8086 2022/12/04 21:10:27 - mmengine - INFO - Epoch(train) [39][1000/5005] lr: 7.7012e-02 eta: 14:06:05 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7486 2022/12/04 21:10:39 - mmengine - INFO - Epoch(train) [39][1100/5005] lr: 7.6990e-02 eta: 14:05:52 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 2.1576 2022/12/04 21:10:52 - mmengine - INFO - Epoch(train) [39][1200/5005] lr: 7.6968e-02 eta: 14:05:40 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.7863 2022/12/04 21:11:04 - mmengine - INFO - Epoch(train) [39][1300/5005] lr: 7.6946e-02 eta: 14:05:28 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7583 2022/12/04 21:11:17 - mmengine - INFO - Epoch(train) [39][1400/5005] lr: 7.6924e-02 eta: 14:05:16 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8298 2022/12/04 21:11:29 - mmengine - INFO - Epoch(train) [39][1500/5005] lr: 7.6902e-02 eta: 14:05:03 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7453 2022/12/04 21:11:42 - mmengine - INFO - Epoch(train) [39][1600/5005] lr: 7.6880e-02 eta: 14:04:51 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8535 2022/12/04 21:11:54 - mmengine - INFO - Epoch(train) [39][1700/5005] lr: 7.6858e-02 eta: 14:04:39 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9179 2022/12/04 21:12:07 - mmengine - INFO - Epoch(train) [39][1800/5005] lr: 7.6836e-02 eta: 14:04:26 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.7226 2022/12/04 21:12:08 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:12:19 - mmengine - INFO - Epoch(train) [39][1900/5005] lr: 7.6814e-02 eta: 14:04:14 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.7210 2022/12/04 21:12:32 - mmengine - INFO - Epoch(train) [39][2000/5005] lr: 7.6792e-02 eta: 14:04:02 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7889 2022/12/04 21:12:44 - mmengine - INFO - Epoch(train) [39][2100/5005] lr: 7.6770e-02 eta: 14:03:50 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7946 2022/12/04 21:12:57 - mmengine - INFO - Epoch(train) [39][2200/5005] lr: 7.6748e-02 eta: 14:03:37 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7921 2022/12/04 21:13:09 - mmengine - INFO - Epoch(train) [39][2300/5005] lr: 7.6726e-02 eta: 14:03:25 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.9520 2022/12/04 21:13:22 - mmengine - INFO - Epoch(train) [39][2400/5005] lr: 7.6704e-02 eta: 14:03:13 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9596 2022/12/04 21:13:34 - mmengine - INFO - Epoch(train) [39][2500/5005] lr: 7.6681e-02 eta: 14:03:01 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9311 2022/12/04 21:13:47 - mmengine - INFO - Epoch(train) [39][2600/5005] lr: 7.6659e-02 eta: 14:02:48 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8330 2022/12/04 21:13:59 - mmengine - INFO - Epoch(train) [39][2700/5005] lr: 7.6637e-02 eta: 14:02:36 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8066 2022/12/04 21:14:12 - mmengine - INFO - Epoch(train) [39][2800/5005] lr: 7.6615e-02 eta: 14:02:24 time: 0.1271 data_time: 0.0013 memory: 4034 loss: 1.9031 2022/12/04 21:14:13 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:14:25 - mmengine - INFO - Epoch(train) [39][2900/5005] lr: 7.6593e-02 eta: 14:02:11 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8774 2022/12/04 21:14:37 - mmengine - INFO - Epoch(train) [39][3000/5005] lr: 7.6571e-02 eta: 14:01:59 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8002 2022/12/04 21:14:50 - mmengine - INFO - Epoch(train) [39][3100/5005] lr: 7.6549e-02 eta: 14:01:47 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.8595 2022/12/04 21:15:02 - mmengine - INFO - Epoch(train) [39][3200/5005] lr: 7.6526e-02 eta: 14:01:35 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8789 2022/12/04 21:15:15 - mmengine - INFO - Epoch(train) [39][3300/5005] lr: 7.6504e-02 eta: 14:01:22 time: 0.1249 data_time: 0.0013 memory: 4034 loss: 1.9522 2022/12/04 21:15:27 - mmengine - INFO - Epoch(train) [39][3400/5005] lr: 7.6482e-02 eta: 14:01:10 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7723 2022/12/04 21:15:40 - mmengine - INFO - Epoch(train) [39][3500/5005] lr: 7.6460e-02 eta: 14:00:58 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.7625 2022/12/04 21:15:52 - mmengine - INFO - Epoch(train) [39][3600/5005] lr: 7.6438e-02 eta: 14:00:46 time: 0.1276 data_time: 0.0013 memory: 4034 loss: 1.7437 2022/12/04 21:16:05 - mmengine - INFO - Epoch(train) [39][3700/5005] lr: 7.6416e-02 eta: 14:00:33 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8357 2022/12/04 21:16:17 - mmengine - INFO - Epoch(train) [39][3800/5005] lr: 7.6393e-02 eta: 14:00:21 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 2.0032 2022/12/04 21:16:18 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:16:30 - mmengine - INFO - Epoch(train) [39][3900/5005] lr: 7.6371e-02 eta: 14:00:09 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.9402 2022/12/04 21:16:42 - mmengine - INFO - Epoch(train) [39][4000/5005] lr: 7.6349e-02 eta: 13:59:56 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8723 2022/12/04 21:16:55 - mmengine - INFO - Epoch(train) [39][4100/5005] lr: 7.6327e-02 eta: 13:59:44 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.9073 2022/12/04 21:17:07 - mmengine - INFO - Epoch(train) [39][4200/5005] lr: 7.6304e-02 eta: 13:59:32 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.5562 2022/12/04 21:17:20 - mmengine - INFO - Epoch(train) [39][4300/5005] lr: 7.6282e-02 eta: 13:59:20 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 2.0413 2022/12/04 21:17:32 - mmengine - INFO - Epoch(train) [39][4400/5005] lr: 7.6260e-02 eta: 13:59:07 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.6846 2022/12/04 21:17:45 - mmengine - INFO - Epoch(train) [39][4500/5005] lr: 7.6238e-02 eta: 13:58:55 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8897 2022/12/04 21:17:57 - mmengine - INFO - Epoch(train) [39][4600/5005] lr: 7.6215e-02 eta: 13:58:43 time: 0.1243 data_time: 0.0013 memory: 4034 loss: 1.7136 2022/12/04 21:18:10 - mmengine - INFO - Epoch(train) [39][4700/5005] lr: 7.6193e-02 eta: 13:58:30 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8405 2022/12/04 21:18:22 - mmengine - INFO - Epoch(train) [39][4800/5005] lr: 7.6171e-02 eta: 13:58:18 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9729 2022/12/04 21:18:24 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:18:35 - mmengine - INFO - Epoch(train) [39][4900/5005] lr: 7.6149e-02 eta: 13:58:06 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.7285 2022/12/04 21:18:47 - mmengine - INFO - Epoch(train) [39][5000/5005] lr: 7.6126e-02 eta: 13:57:54 time: 0.1254 data_time: 0.0021 memory: 4034 loss: 1.7835 2022/12/04 21:18:48 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:18:48 - mmengine - INFO - Saving checkpoint at 39 epochs 2022/12/04 21:18:55 - mmengine - INFO - Epoch(val) [39][100/196] eta: 0:00:03 time: 0.0311 data_time: 0.0039 memory: 4034 2022/12/04 21:19:07 - mmengine - INFO - Epoch(val) [39][196/196] accuracy/top1: 62.8580 accuracy/top5: 85.4060 2022/12/04 21:19:20 - mmengine - INFO - Epoch(train) [40][ 100/5005] lr: 7.6103e-02 eta: 13:57:41 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.9113 2022/12/04 21:19:33 - mmengine - INFO - Epoch(train) [40][ 200/5005] lr: 7.6081e-02 eta: 13:57:29 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7216 2022/12/04 21:19:45 - mmengine - INFO - Epoch(train) [40][ 300/5005] lr: 7.6058e-02 eta: 13:57:17 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.6934 2022/12/04 21:19:58 - mmengine - INFO - Epoch(train) [40][ 400/5005] lr: 7.6036e-02 eta: 13:57:04 time: 0.1266 data_time: 0.0013 memory: 4034 loss: 1.7007 2022/12/04 21:20:10 - mmengine - INFO - Epoch(train) [40][ 500/5005] lr: 7.6014e-02 eta: 13:56:52 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7597 2022/12/04 21:20:23 - mmengine - INFO - Epoch(train) [40][ 600/5005] lr: 7.5991e-02 eta: 13:56:40 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7368 2022/12/04 21:20:35 - mmengine - INFO - Epoch(train) [40][ 700/5005] lr: 7.5969e-02 eta: 13:56:28 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.9527 2022/12/04 21:20:48 - mmengine - INFO - Epoch(train) [40][ 800/5005] lr: 7.5947e-02 eta: 13:56:15 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.6299 2022/12/04 21:20:49 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:21:01 - mmengine - INFO - Epoch(train) [40][ 900/5005] lr: 7.5924e-02 eta: 13:56:03 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8758 2022/12/04 21:21:13 - mmengine - INFO - Epoch(train) [40][1000/5005] lr: 7.5902e-02 eta: 13:55:51 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 2.0849 2022/12/04 21:21:26 - mmengine - INFO - Epoch(train) [40][1100/5005] lr: 7.5879e-02 eta: 13:55:39 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.7760 2022/12/04 21:21:38 - mmengine - INFO - Epoch(train) [40][1200/5005] lr: 7.5857e-02 eta: 13:55:26 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.9607 2022/12/04 21:21:51 - mmengine - INFO - Epoch(train) [40][1300/5005] lr: 7.5835e-02 eta: 13:55:14 time: 0.1253 data_time: 0.0013 memory: 4034 loss: 1.5813 2022/12/04 21:22:03 - mmengine - INFO - Epoch(train) [40][1400/5005] lr: 7.5812e-02 eta: 13:55:02 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.6751 2022/12/04 21:22:16 - mmengine - INFO - Epoch(train) [40][1500/5005] lr: 7.5790e-02 eta: 13:54:50 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.9542 2022/12/04 21:22:28 - mmengine - INFO - Epoch(train) [40][1600/5005] lr: 7.5767e-02 eta: 13:54:37 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.7713 2022/12/04 21:22:41 - mmengine - INFO - Epoch(train) [40][1700/5005] lr: 7.5745e-02 eta: 13:54:25 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8998 2022/12/04 21:22:53 - mmengine - INFO - Epoch(train) [40][1800/5005] lr: 7.5723e-02 eta: 13:54:13 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.5157 2022/12/04 21:22:54 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:23:06 - mmengine - INFO - Epoch(train) [40][1900/5005] lr: 7.5700e-02 eta: 13:54:01 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.8325 2022/12/04 21:23:18 - mmengine - INFO - Epoch(train) [40][2000/5005] lr: 7.5678e-02 eta: 13:53:48 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.9986 2022/12/04 21:23:31 - mmengine - INFO - Epoch(train) [40][2100/5005] lr: 7.5655e-02 eta: 13:53:36 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8939 2022/12/04 21:23:43 - mmengine - INFO - Epoch(train) [40][2200/5005] lr: 7.5633e-02 eta: 13:53:24 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8604 2022/12/04 21:23:56 - mmengine - INFO - Epoch(train) [40][2300/5005] lr: 7.5610e-02 eta: 13:53:11 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.6381 2022/12/04 21:24:08 - mmengine - INFO - Epoch(train) [40][2400/5005] lr: 7.5588e-02 eta: 13:52:59 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8283 2022/12/04 21:24:21 - mmengine - INFO - Epoch(train) [40][2500/5005] lr: 7.5565e-02 eta: 13:52:47 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8154 2022/12/04 21:24:33 - mmengine - INFO - Epoch(train) [40][2600/5005] lr: 7.5543e-02 eta: 13:52:35 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.9497 2022/12/04 21:24:46 - mmengine - INFO - Epoch(train) [40][2700/5005] lr: 7.5520e-02 eta: 13:52:22 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8421 2022/12/04 21:24:58 - mmengine - INFO - Epoch(train) [40][2800/5005] lr: 7.5498e-02 eta: 13:52:10 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.4276 2022/12/04 21:24:59 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:25:11 - mmengine - INFO - Epoch(train) [40][2900/5005] lr: 7.5475e-02 eta: 13:51:58 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9036 2022/12/04 21:25:23 - mmengine - INFO - Epoch(train) [40][3000/5005] lr: 7.5453e-02 eta: 13:51:46 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9021 2022/12/04 21:25:36 - mmengine - INFO - Epoch(train) [40][3100/5005] lr: 7.5430e-02 eta: 13:51:33 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9366 2022/12/04 21:25:49 - mmengine - INFO - Epoch(train) [40][3200/5005] lr: 7.5408e-02 eta: 13:51:21 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.8204 2022/12/04 21:26:01 - mmengine - INFO - Epoch(train) [40][3300/5005] lr: 7.5385e-02 eta: 13:51:09 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.9296 2022/12/04 21:26:14 - mmengine - INFO - Epoch(train) [40][3400/5005] lr: 7.5363e-02 eta: 13:50:57 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.8062 2022/12/04 21:26:26 - mmengine - INFO - Epoch(train) [40][3500/5005] lr: 7.5340e-02 eta: 13:50:44 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.9720 2022/12/04 21:26:39 - mmengine - INFO - Epoch(train) [40][3600/5005] lr: 7.5318e-02 eta: 13:50:32 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.7838 2022/12/04 21:26:51 - mmengine - INFO - Epoch(train) [40][3700/5005] lr: 7.5295e-02 eta: 13:50:20 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.7284 2022/12/04 21:27:04 - mmengine - INFO - Epoch(train) [40][3800/5005] lr: 7.5273e-02 eta: 13:50:08 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7916 2022/12/04 21:27:04 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:27:16 - mmengine - INFO - Epoch(train) [40][3900/5005] lr: 7.5250e-02 eta: 13:49:55 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8619 2022/12/04 21:27:29 - mmengine - INFO - Epoch(train) [40][4000/5005] lr: 7.5228e-02 eta: 13:49:43 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8701 2022/12/04 21:27:41 - mmengine - INFO - Epoch(train) [40][4100/5005] lr: 7.5205e-02 eta: 13:49:31 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9796 2022/12/04 21:27:54 - mmengine - INFO - Epoch(train) [40][4200/5005] lr: 7.5182e-02 eta: 13:49:19 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7264 2022/12/04 21:28:06 - mmengine - INFO - Epoch(train) [40][4300/5005] lr: 7.5160e-02 eta: 13:49:06 time: 0.1264 data_time: 0.0013 memory: 4034 loss: 1.8049 2022/12/04 21:28:19 - mmengine - INFO - Epoch(train) [40][4400/5005] lr: 7.5137e-02 eta: 13:48:54 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.8598 2022/12/04 21:28:31 - mmengine - INFO - Epoch(train) [40][4500/5005] lr: 7.5115e-02 eta: 13:48:42 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.9621 2022/12/04 21:28:44 - mmengine - INFO - Epoch(train) [40][4600/5005] lr: 7.5092e-02 eta: 13:48:29 time: 0.1249 data_time: 0.0013 memory: 4034 loss: 1.8064 2022/12/04 21:28:57 - mmengine - INFO - Epoch(train) [40][4700/5005] lr: 7.5069e-02 eta: 13:48:17 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8440 2022/12/04 21:29:09 - mmengine - INFO - Epoch(train) [40][4800/5005] lr: 7.5047e-02 eta: 13:48:05 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8218 2022/12/04 21:29:10 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:29:22 - mmengine - INFO - Epoch(train) [40][4900/5005] lr: 7.5024e-02 eta: 13:47:53 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.6915 2022/12/04 21:29:34 - mmengine - INFO - Epoch(train) [40][5000/5005] lr: 7.5001e-02 eta: 13:47:40 time: 0.1256 data_time: 0.0023 memory: 4034 loss: 1.9032 2022/12/04 21:29:35 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:29:35 - mmengine - INFO - Saving checkpoint at 40 epochs 2022/12/04 21:29:41 - mmengine - INFO - Epoch(val) [40][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0021 memory: 4034 2022/12/04 21:29:54 - mmengine - INFO - Epoch(val) [40][196/196] accuracy/top1: 62.1720 accuracy/top5: 85.0860 2022/12/04 21:30:07 - mmengine - INFO - Epoch(train) [41][ 100/5005] lr: 7.4978e-02 eta: 13:47:28 time: 0.1244 data_time: 0.0013 memory: 4034 loss: 1.8392 2022/12/04 21:30:20 - mmengine - INFO - Epoch(train) [41][ 200/5005] lr: 7.4955e-02 eta: 13:47:16 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8344 2022/12/04 21:30:32 - mmengine - INFO - Epoch(train) [41][ 300/5005] lr: 7.4932e-02 eta: 13:47:03 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.6912 2022/12/04 21:30:45 - mmengine - INFO - Epoch(train) [41][ 400/5005] lr: 7.4910e-02 eta: 13:46:51 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.8804 2022/12/04 21:30:57 - mmengine - INFO - Epoch(train) [41][ 500/5005] lr: 7.4887e-02 eta: 13:46:39 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9565 2022/12/04 21:31:10 - mmengine - INFO - Epoch(train) [41][ 600/5005] lr: 7.4864e-02 eta: 13:46:27 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.9084 2022/12/04 21:31:22 - mmengine - INFO - Epoch(train) [41][ 700/5005] lr: 7.4842e-02 eta: 13:46:14 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.7627 2022/12/04 21:31:35 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:31:35 - mmengine - INFO - Epoch(train) [41][ 800/5005] lr: 7.4819e-02 eta: 13:46:02 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7777 2022/12/04 21:31:47 - mmengine - INFO - Epoch(train) [41][ 900/5005] lr: 7.4796e-02 eta: 13:45:50 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.7089 2022/12/04 21:32:00 - mmengine - INFO - Epoch(train) [41][1000/5005] lr: 7.4773e-02 eta: 13:45:38 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7092 2022/12/04 21:32:12 - mmengine - INFO - Epoch(train) [41][1100/5005] lr: 7.4751e-02 eta: 13:45:25 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8679 2022/12/04 21:32:25 - mmengine - INFO - Epoch(train) [41][1200/5005] lr: 7.4728e-02 eta: 13:45:13 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7629 2022/12/04 21:32:37 - mmengine - INFO - Epoch(train) [41][1300/5005] lr: 7.4705e-02 eta: 13:45:01 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8299 2022/12/04 21:32:50 - mmengine - INFO - Epoch(train) [41][1400/5005] lr: 7.4682e-02 eta: 13:44:48 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.6876 2022/12/04 21:33:03 - mmengine - INFO - Epoch(train) [41][1500/5005] lr: 7.4660e-02 eta: 13:44:36 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8910 2022/12/04 21:33:15 - mmengine - INFO - Epoch(train) [41][1600/5005] lr: 7.4637e-02 eta: 13:44:24 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7052 2022/12/04 21:33:28 - mmengine - INFO - Epoch(train) [41][1700/5005] lr: 7.4614e-02 eta: 13:44:12 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.6957 2022/12/04 21:33:40 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:33:40 - mmengine - INFO - Epoch(train) [41][1800/5005] lr: 7.4591e-02 eta: 13:43:59 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.7181 2022/12/04 21:33:53 - mmengine - INFO - Epoch(train) [41][1900/5005] lr: 7.4569e-02 eta: 13:43:47 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.6479 2022/12/04 21:34:05 - mmengine - INFO - Epoch(train) [41][2000/5005] lr: 7.4546e-02 eta: 13:43:35 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8445 2022/12/04 21:34:18 - mmengine - INFO - Epoch(train) [41][2100/5005] lr: 7.4523e-02 eta: 13:43:23 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.6763 2022/12/04 21:34:30 - mmengine - INFO - Epoch(train) [41][2200/5005] lr: 7.4500e-02 eta: 13:43:10 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8551 2022/12/04 21:34:43 - mmengine - INFO - Epoch(train) [41][2300/5005] lr: 7.4477e-02 eta: 13:42:58 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7181 2022/12/04 21:34:55 - mmengine - INFO - Epoch(train) [41][2400/5005] lr: 7.4455e-02 eta: 13:42:46 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7870 2022/12/04 21:35:08 - mmengine - INFO - Epoch(train) [41][2500/5005] lr: 7.4432e-02 eta: 13:42:33 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.8549 2022/12/04 21:35:20 - mmengine - INFO - Epoch(train) [41][2600/5005] lr: 7.4409e-02 eta: 13:42:21 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9181 2022/12/04 21:35:33 - mmengine - INFO - Epoch(train) [41][2700/5005] lr: 7.4386e-02 eta: 13:42:09 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 1.8974 2022/12/04 21:35:46 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:35:46 - mmengine - INFO - Epoch(train) [41][2800/5005] lr: 7.4363e-02 eta: 13:41:57 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.5913 2022/12/04 21:35:58 - mmengine - INFO - Epoch(train) [41][2900/5005] lr: 7.4341e-02 eta: 13:41:45 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.6979 2022/12/04 21:36:11 - mmengine - INFO - Epoch(train) [41][3000/5005] lr: 7.4318e-02 eta: 13:41:32 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.8670 2022/12/04 21:36:23 - mmengine - INFO - Epoch(train) [41][3100/5005] lr: 7.4295e-02 eta: 13:41:20 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.7580 2022/12/04 21:36:36 - mmengine - INFO - Epoch(train) [41][3200/5005] lr: 7.4272e-02 eta: 13:41:08 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.8734 2022/12/04 21:36:48 - mmengine - INFO - Epoch(train) [41][3300/5005] lr: 7.4249e-02 eta: 13:40:56 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8380 2022/12/04 21:37:01 - mmengine - INFO - Epoch(train) [41][3400/5005] lr: 7.4226e-02 eta: 13:40:43 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.9518 2022/12/04 21:37:13 - mmengine - INFO - Epoch(train) [41][3500/5005] lr: 7.4203e-02 eta: 13:40:31 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7741 2022/12/04 21:37:26 - mmengine - INFO - Epoch(train) [41][3600/5005] lr: 7.4180e-02 eta: 13:40:19 time: 0.1249 data_time: 0.0013 memory: 4034 loss: 1.4639 2022/12/04 21:37:38 - mmengine - INFO - Epoch(train) [41][3700/5005] lr: 7.4158e-02 eta: 13:40:07 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.9896 2022/12/04 21:37:51 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:37:51 - mmengine - INFO - Epoch(train) [41][3800/5005] lr: 7.4135e-02 eta: 13:39:54 time: 0.1245 data_time: 0.0013 memory: 4034 loss: 2.0268 2022/12/04 21:38:03 - mmengine - INFO - Epoch(train) [41][3900/5005] lr: 7.4112e-02 eta: 13:39:42 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.7220 2022/12/04 21:38:16 - mmengine - INFO - Epoch(train) [41][4000/5005] lr: 7.4089e-02 eta: 13:39:30 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.5012 2022/12/04 21:38:28 - mmengine - INFO - Epoch(train) [41][4100/5005] lr: 7.4066e-02 eta: 13:39:18 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.9857 2022/12/04 21:38:41 - mmengine - INFO - Epoch(train) [41][4200/5005] lr: 7.4043e-02 eta: 13:39:05 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7560 2022/12/04 21:38:54 - mmengine - INFO - Epoch(train) [41][4300/5005] lr: 7.4020e-02 eta: 13:38:53 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.6576 2022/12/04 21:39:06 - mmengine - INFO - Epoch(train) [41][4400/5005] lr: 7.3997e-02 eta: 13:38:41 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9567 2022/12/04 21:39:19 - mmengine - INFO - Epoch(train) [41][4500/5005] lr: 7.3974e-02 eta: 13:38:28 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8727 2022/12/04 21:39:31 - mmengine - INFO - Epoch(train) [41][4600/5005] lr: 7.3951e-02 eta: 13:38:16 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.6958 2022/12/04 21:39:44 - mmengine - INFO - Epoch(train) [41][4700/5005] lr: 7.3928e-02 eta: 13:38:04 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7385 2022/12/04 21:39:56 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:39:56 - mmengine - INFO - Epoch(train) [41][4800/5005] lr: 7.3905e-02 eta: 13:37:52 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.5274 2022/12/04 21:40:09 - mmengine - INFO - Epoch(train) [41][4900/5005] lr: 7.3882e-02 eta: 13:37:39 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8640 2022/12/04 21:40:21 - mmengine - INFO - Epoch(train) [41][5000/5005] lr: 7.3859e-02 eta: 13:37:27 time: 0.1256 data_time: 0.0023 memory: 4034 loss: 1.8283 2022/12/04 21:40:22 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:40:22 - mmengine - INFO - Saving checkpoint at 41 epochs 2022/12/04 21:40:29 - mmengine - INFO - Epoch(val) [41][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0082 memory: 4034 2022/12/04 21:40:42 - mmengine - INFO - Epoch(val) [41][196/196] accuracy/top1: 63.5540 accuracy/top5: 85.8500 2022/12/04 21:40:55 - mmengine - INFO - Epoch(train) [42][ 100/5005] lr: 7.3835e-02 eta: 13:37:15 time: 0.1247 data_time: 0.0015 memory: 4034 loss: 1.5235 2022/12/04 21:41:07 - mmengine - INFO - Epoch(train) [42][ 200/5005] lr: 7.3812e-02 eta: 13:37:02 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6363 2022/12/04 21:41:20 - mmengine - INFO - Epoch(train) [42][ 300/5005] lr: 7.3789e-02 eta: 13:36:50 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6408 2022/12/04 21:41:32 - mmengine - INFO - Epoch(train) [42][ 400/5005] lr: 7.3766e-02 eta: 13:36:38 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7115 2022/12/04 21:41:45 - mmengine - INFO - Epoch(train) [42][ 500/5005] lr: 7.3743e-02 eta: 13:36:26 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.6227 2022/12/04 21:41:57 - mmengine - INFO - Epoch(train) [42][ 600/5005] lr: 7.3720e-02 eta: 13:36:13 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.7119 2022/12/04 21:42:10 - mmengine - INFO - Epoch(train) [42][ 700/5005] lr: 7.3697e-02 eta: 13:36:01 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8468 2022/12/04 21:42:22 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:42:22 - mmengine - INFO - Epoch(train) [42][ 800/5005] lr: 7.3674e-02 eta: 13:35:49 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6205 2022/12/04 21:42:35 - mmengine - INFO - Epoch(train) [42][ 900/5005] lr: 7.3651e-02 eta: 13:35:37 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.9753 2022/12/04 21:42:47 - mmengine - INFO - Epoch(train) [42][1000/5005] lr: 7.3628e-02 eta: 13:35:24 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.7782 2022/12/04 21:43:00 - mmengine - INFO - Epoch(train) [42][1100/5005] lr: 7.3605e-02 eta: 13:35:12 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7999 2022/12/04 21:43:12 - mmengine - INFO - Epoch(train) [42][1200/5005] lr: 7.3582e-02 eta: 13:35:00 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.9024 2022/12/04 21:43:25 - mmengine - INFO - Epoch(train) [42][1300/5005] lr: 7.3559e-02 eta: 13:34:48 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7624 2022/12/04 21:43:37 - mmengine - INFO - Epoch(train) [42][1400/5005] lr: 7.3536e-02 eta: 13:34:35 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.8686 2022/12/04 21:43:50 - mmengine - INFO - Epoch(train) [42][1500/5005] lr: 7.3513e-02 eta: 13:34:23 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.6783 2022/12/04 21:44:02 - mmengine - INFO - Epoch(train) [42][1600/5005] lr: 7.3490e-02 eta: 13:34:11 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7141 2022/12/04 21:44:15 - mmengine - INFO - Epoch(train) [42][1700/5005] lr: 7.3466e-02 eta: 13:33:58 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7251 2022/12/04 21:44:27 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:44:28 - mmengine - INFO - Epoch(train) [42][1800/5005] lr: 7.3443e-02 eta: 13:33:46 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 2.1363 2022/12/04 21:44:40 - mmengine - INFO - Epoch(train) [42][1900/5005] lr: 7.3420e-02 eta: 13:33:34 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7065 2022/12/04 21:44:53 - mmengine - INFO - Epoch(train) [42][2000/5005] lr: 7.3397e-02 eta: 13:33:22 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.8310 2022/12/04 21:45:05 - mmengine - INFO - Epoch(train) [42][2100/5005] lr: 7.3374e-02 eta: 13:33:09 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.9253 2022/12/04 21:45:18 - mmengine - INFO - Epoch(train) [42][2200/5005] lr: 7.3351e-02 eta: 13:32:57 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8901 2022/12/04 21:45:30 - mmengine - INFO - Epoch(train) [42][2300/5005] lr: 7.3328e-02 eta: 13:32:45 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.5626 2022/12/04 21:45:43 - mmengine - INFO - Epoch(train) [42][2400/5005] lr: 7.3305e-02 eta: 13:32:32 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.7282 2022/12/04 21:45:55 - mmengine - INFO - Epoch(train) [42][2500/5005] lr: 7.3282e-02 eta: 13:32:20 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.7308 2022/12/04 21:46:08 - mmengine - INFO - Epoch(train) [42][2600/5005] lr: 7.3258e-02 eta: 13:32:08 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.9033 2022/12/04 21:46:20 - mmengine - INFO - Epoch(train) [42][2700/5005] lr: 7.3235e-02 eta: 13:31:56 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.8377 2022/12/04 21:46:32 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:46:33 - mmengine - INFO - Epoch(train) [42][2800/5005] lr: 7.3212e-02 eta: 13:31:43 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8717 2022/12/04 21:46:45 - mmengine - INFO - Epoch(train) [42][2900/5005] lr: 7.3189e-02 eta: 13:31:31 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.7843 2022/12/04 21:46:58 - mmengine - INFO - Epoch(train) [42][3000/5005] lr: 7.3166e-02 eta: 13:31:19 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.6724 2022/12/04 21:47:11 - mmengine - INFO - Epoch(train) [42][3100/5005] lr: 7.3143e-02 eta: 13:31:07 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 2.0164 2022/12/04 21:47:23 - mmengine - INFO - Epoch(train) [42][3200/5005] lr: 7.3119e-02 eta: 13:30:54 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.9172 2022/12/04 21:47:36 - mmengine - INFO - Epoch(train) [42][3300/5005] lr: 7.3096e-02 eta: 13:30:42 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.7868 2022/12/04 21:47:48 - mmengine - INFO - Epoch(train) [42][3400/5005] lr: 7.3073e-02 eta: 13:30:30 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.8610 2022/12/04 21:48:01 - mmengine - INFO - Epoch(train) [42][3500/5005] lr: 7.3050e-02 eta: 13:30:18 time: 0.1249 data_time: 0.0013 memory: 4034 loss: 2.1237 2022/12/04 21:48:13 - mmengine - INFO - Epoch(train) [42][3600/5005] lr: 7.3027e-02 eta: 13:30:05 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8911 2022/12/04 21:48:26 - mmengine - INFO - Epoch(train) [42][3700/5005] lr: 7.3003e-02 eta: 13:29:53 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8978 2022/12/04 21:48:38 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:48:38 - mmengine - INFO - Epoch(train) [42][3800/5005] lr: 7.2980e-02 eta: 13:29:41 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8034 2022/12/04 21:48:51 - mmengine - INFO - Epoch(train) [42][3900/5005] lr: 7.2957e-02 eta: 13:29:28 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.8580 2022/12/04 21:49:03 - mmengine - INFO - Epoch(train) [42][4000/5005] lr: 7.2934e-02 eta: 13:29:16 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.8331 2022/12/04 21:49:16 - mmengine - INFO - Epoch(train) [42][4100/5005] lr: 7.2910e-02 eta: 13:29:04 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.9058 2022/12/04 21:49:28 - mmengine - INFO - Epoch(train) [42][4200/5005] lr: 7.2887e-02 eta: 13:28:52 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7734 2022/12/04 21:49:41 - mmengine - INFO - Epoch(train) [42][4300/5005] lr: 7.2864e-02 eta: 13:28:39 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7090 2022/12/04 21:49:54 - mmengine - INFO - Epoch(train) [42][4400/5005] lr: 7.2841e-02 eta: 13:28:27 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8771 2022/12/04 21:50:06 - mmengine - INFO - Epoch(train) [42][4500/5005] lr: 7.2817e-02 eta: 13:28:15 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.9621 2022/12/04 21:50:19 - mmengine - INFO - Epoch(train) [42][4600/5005] lr: 7.2794e-02 eta: 13:28:03 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8856 2022/12/04 21:50:31 - mmengine - INFO - Epoch(train) [42][4700/5005] lr: 7.2771e-02 eta: 13:27:50 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7605 2022/12/04 21:50:43 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:50:44 - mmengine - INFO - Epoch(train) [42][4800/5005] lr: 7.2748e-02 eta: 13:27:38 time: 0.1250 data_time: 0.0013 memory: 4034 loss: 1.9701 2022/12/04 21:50:56 - mmengine - INFO - Epoch(train) [42][4900/5005] lr: 7.2724e-02 eta: 13:27:26 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8175 2022/12/04 21:51:09 - mmengine - INFO - Epoch(train) [42][5000/5005] lr: 7.2701e-02 eta: 13:27:13 time: 0.1256 data_time: 0.0022 memory: 4034 loss: 2.0576 2022/12/04 21:51:09 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:51:09 - mmengine - INFO - Saving checkpoint at 42 epochs 2022/12/04 21:51:16 - mmengine - INFO - Epoch(val) [42][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0080 memory: 4034 2022/12/04 21:51:29 - mmengine - INFO - Epoch(val) [42][196/196] accuracy/top1: 62.9420 accuracy/top5: 85.6240 2022/12/04 21:51:42 - mmengine - INFO - Epoch(train) [43][ 100/5005] lr: 7.2676e-02 eta: 13:27:01 time: 0.1249 data_time: 0.0013 memory: 4034 loss: 1.5551 2022/12/04 21:51:54 - mmengine - INFO - Epoch(train) [43][ 200/5005] lr: 7.2653e-02 eta: 13:26:49 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.8265 2022/12/04 21:52:07 - mmengine - INFO - Epoch(train) [43][ 300/5005] lr: 7.2630e-02 eta: 13:26:36 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.6844 2022/12/04 21:52:19 - mmengine - INFO - Epoch(train) [43][ 400/5005] lr: 7.2606e-02 eta: 13:26:24 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.6692 2022/12/04 21:52:32 - mmengine - INFO - Epoch(train) [43][ 500/5005] lr: 7.2583e-02 eta: 13:26:12 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8676 2022/12/04 21:52:44 - mmengine - INFO - Epoch(train) [43][ 600/5005] lr: 7.2560e-02 eta: 13:26:00 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8133 2022/12/04 21:52:57 - mmengine - INFO - Epoch(train) [43][ 700/5005] lr: 7.2536e-02 eta: 13:25:47 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.9363 2022/12/04 21:53:08 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:53:10 - mmengine - INFO - Epoch(train) [43][ 800/5005] lr: 7.2513e-02 eta: 13:25:35 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7425 2022/12/04 21:53:22 - mmengine - INFO - Epoch(train) [43][ 900/5005] lr: 7.2490e-02 eta: 13:25:23 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.8266 2022/12/04 21:53:35 - mmengine - INFO - Epoch(train) [43][1000/5005] lr: 7.2466e-02 eta: 13:25:11 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8623 2022/12/04 21:53:47 - mmengine - INFO - Epoch(train) [43][1100/5005] lr: 7.2443e-02 eta: 13:24:58 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.9727 2022/12/04 21:54:00 - mmengine - INFO - Epoch(train) [43][1200/5005] lr: 7.2420e-02 eta: 13:24:46 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.8525 2022/12/04 21:54:12 - mmengine - INFO - Epoch(train) [43][1300/5005] lr: 7.2396e-02 eta: 13:24:34 time: 0.1249 data_time: 0.0013 memory: 4034 loss: 1.8196 2022/12/04 21:54:25 - mmengine - INFO - Epoch(train) [43][1400/5005] lr: 7.2373e-02 eta: 13:24:22 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8213 2022/12/04 21:54:37 - mmengine - INFO - Epoch(train) [43][1500/5005] lr: 7.2350e-02 eta: 13:24:09 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.6893 2022/12/04 21:54:50 - mmengine - INFO - Epoch(train) [43][1600/5005] lr: 7.2326e-02 eta: 13:23:57 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.6418 2022/12/04 21:55:02 - mmengine - INFO - Epoch(train) [43][1700/5005] lr: 7.2303e-02 eta: 13:23:45 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.4801 2022/12/04 21:55:14 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:55:15 - mmengine - INFO - Epoch(train) [43][1800/5005] lr: 7.2279e-02 eta: 13:23:32 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 2.0219 2022/12/04 21:55:27 - mmengine - INFO - Epoch(train) [43][1900/5005] lr: 7.2256e-02 eta: 13:23:20 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7569 2022/12/04 21:55:40 - mmengine - INFO - Epoch(train) [43][2000/5005] lr: 7.2232e-02 eta: 13:23:08 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8948 2022/12/04 21:55:53 - mmengine - INFO - Epoch(train) [43][2100/5005] lr: 7.2209e-02 eta: 13:22:56 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 2.0451 2022/12/04 21:56:05 - mmengine - INFO - Epoch(train) [43][2200/5005] lr: 7.2186e-02 eta: 13:22:43 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.9296 2022/12/04 21:56:18 - mmengine - INFO - Epoch(train) [43][2300/5005] lr: 7.2162e-02 eta: 13:22:31 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.8688 2022/12/04 21:56:30 - mmengine - INFO - Epoch(train) [43][2400/5005] lr: 7.2139e-02 eta: 13:22:19 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6407 2022/12/04 21:56:43 - mmengine - INFO - Epoch(train) [43][2500/5005] lr: 7.2115e-02 eta: 13:22:07 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.6066 2022/12/04 21:56:55 - mmengine - INFO - Epoch(train) [43][2600/5005] lr: 7.2092e-02 eta: 13:21:54 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8387 2022/12/04 21:57:08 - mmengine - INFO - Epoch(train) [43][2700/5005] lr: 7.2068e-02 eta: 13:21:42 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8925 2022/12/04 21:57:19 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:57:20 - mmengine - INFO - Epoch(train) [43][2800/5005] lr: 7.2045e-02 eta: 13:21:30 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8438 2022/12/04 21:57:33 - mmengine - INFO - Epoch(train) [43][2900/5005] lr: 7.2021e-02 eta: 13:21:18 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.7655 2022/12/04 21:57:45 - mmengine - INFO - Epoch(train) [43][3000/5005] lr: 7.1998e-02 eta: 13:21:05 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.6809 2022/12/04 21:57:58 - mmengine - INFO - Epoch(train) [43][3100/5005] lr: 7.1974e-02 eta: 13:20:53 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 2.0119 2022/12/04 21:58:10 - mmengine - INFO - Epoch(train) [43][3200/5005] lr: 7.1951e-02 eta: 13:20:41 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.8048 2022/12/04 21:58:23 - mmengine - INFO - Epoch(train) [43][3300/5005] lr: 7.1927e-02 eta: 13:20:28 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.9896 2022/12/04 21:58:36 - mmengine - INFO - Epoch(train) [43][3400/5005] lr: 7.1904e-02 eta: 13:20:16 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.6630 2022/12/04 21:58:48 - mmengine - INFO - Epoch(train) [43][3500/5005] lr: 7.1880e-02 eta: 13:20:04 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8417 2022/12/04 21:59:01 - mmengine - INFO - Epoch(train) [43][3600/5005] lr: 7.1857e-02 eta: 13:19:52 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6284 2022/12/04 21:59:13 - mmengine - INFO - Epoch(train) [43][3700/5005] lr: 7.1833e-02 eta: 13:19:39 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8744 2022/12/04 21:59:25 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 21:59:26 - mmengine - INFO - Epoch(train) [43][3800/5005] lr: 7.1810e-02 eta: 13:19:27 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7686 2022/12/04 21:59:38 - mmengine - INFO - Epoch(train) [43][3900/5005] lr: 7.1786e-02 eta: 13:19:15 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6649 2022/12/04 21:59:51 - mmengine - INFO - Epoch(train) [43][4000/5005] lr: 7.1763e-02 eta: 13:19:03 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.9981 2022/12/04 22:00:03 - mmengine - INFO - Epoch(train) [43][4100/5005] lr: 7.1739e-02 eta: 13:18:50 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 2.0229 2022/12/04 22:00:16 - mmengine - INFO - Epoch(train) [43][4200/5005] lr: 7.1716e-02 eta: 13:18:38 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.9872 2022/12/04 22:00:28 - mmengine - INFO - Epoch(train) [43][4300/5005] lr: 7.1692e-02 eta: 13:18:26 time: 0.1245 data_time: 0.0014 memory: 4034 loss: 1.7233 2022/12/04 22:00:41 - mmengine - INFO - Epoch(train) [43][4400/5005] lr: 7.1668e-02 eta: 13:18:13 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8315 2022/12/04 22:00:54 - mmengine - INFO - Epoch(train) [43][4500/5005] lr: 7.1645e-02 eta: 13:18:01 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 2.0453 2022/12/04 22:01:06 - mmengine - INFO - Epoch(train) [43][4600/5005] lr: 7.1621e-02 eta: 13:17:49 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 2.0299 2022/12/04 22:01:19 - mmengine - INFO - Epoch(train) [43][4700/5005] lr: 7.1598e-02 eta: 13:17:37 time: 0.1252 data_time: 0.0013 memory: 4034 loss: 1.6700 2022/12/04 22:01:30 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:01:31 - mmengine - INFO - Epoch(train) [43][4800/5005] lr: 7.1574e-02 eta: 13:17:24 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 2.0876 2022/12/04 22:01:44 - mmengine - INFO - Epoch(train) [43][4900/5005] lr: 7.1551e-02 eta: 13:17:12 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.7411 2022/12/04 22:01:56 - mmengine - INFO - Epoch(train) [43][5000/5005] lr: 7.1527e-02 eta: 13:17:00 time: 0.1259 data_time: 0.0024 memory: 4034 loss: 1.7392 2022/12/04 22:01:57 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:01:57 - mmengine - INFO - Saving checkpoint at 43 epochs 2022/12/04 22:02:04 - mmengine - INFO - Epoch(val) [43][100/196] eta: 0:00:03 time: 0.0375 data_time: 0.0104 memory: 4034 2022/12/04 22:02:17 - mmengine - INFO - Epoch(val) [43][196/196] accuracy/top1: 64.4020 accuracy/top5: 86.2920 2022/12/04 22:02:29 - mmengine - INFO - Epoch(train) [44][ 100/5005] lr: 7.1502e-02 eta: 13:16:47 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.6100 2022/12/04 22:02:42 - mmengine - INFO - Epoch(train) [44][ 200/5005] lr: 7.1479e-02 eta: 13:16:35 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.7445 2022/12/04 22:02:54 - mmengine - INFO - Epoch(train) [44][ 300/5005] lr: 7.1455e-02 eta: 13:16:23 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7722 2022/12/04 22:03:07 - mmengine - INFO - Epoch(train) [44][ 400/5005] lr: 7.1431e-02 eta: 13:16:10 time: 0.1245 data_time: 0.0014 memory: 4034 loss: 1.7750 2022/12/04 22:03:19 - mmengine - INFO - Epoch(train) [44][ 500/5005] lr: 7.1408e-02 eta: 13:15:58 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.9209 2022/12/04 22:03:32 - mmengine - INFO - Epoch(train) [44][ 600/5005] lr: 7.1384e-02 eta: 13:15:46 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.6594 2022/12/04 22:03:45 - mmengine - INFO - Epoch(train) [44][ 700/5005] lr: 7.1360e-02 eta: 13:15:34 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7493 2022/12/04 22:03:55 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:03:57 - mmengine - INFO - Epoch(train) [44][ 800/5005] lr: 7.1337e-02 eta: 13:15:21 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.7594 2022/12/04 22:04:10 - mmengine - INFO - Epoch(train) [44][ 900/5005] lr: 7.1313e-02 eta: 13:15:09 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.8261 2022/12/04 22:04:22 - mmengine - INFO - Epoch(train) [44][1000/5005] lr: 7.1289e-02 eta: 13:14:57 time: 0.1249 data_time: 0.0013 memory: 4034 loss: 1.8069 2022/12/04 22:04:35 - mmengine - INFO - Epoch(train) [44][1100/5005] lr: 7.1266e-02 eta: 13:14:44 time: 0.1250 data_time: 0.0013 memory: 4034 loss: 1.6771 2022/12/04 22:04:47 - mmengine - INFO - Epoch(train) [44][1200/5005] lr: 7.1242e-02 eta: 13:14:32 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.7934 2022/12/04 22:05:00 - mmengine - INFO - Epoch(train) [44][1300/5005] lr: 7.1218e-02 eta: 13:14:20 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.8763 2022/12/04 22:05:12 - mmengine - INFO - Epoch(train) [44][1400/5005] lr: 7.1195e-02 eta: 13:14:08 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.8681 2022/12/04 22:05:25 - mmengine - INFO - Epoch(train) [44][1500/5005] lr: 7.1171e-02 eta: 13:13:55 time: 0.1250 data_time: 0.0013 memory: 4034 loss: 1.6033 2022/12/04 22:05:37 - mmengine - INFO - Epoch(train) [44][1600/5005] lr: 7.1147e-02 eta: 13:13:43 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.7203 2022/12/04 22:05:50 - mmengine - INFO - Epoch(train) [44][1700/5005] lr: 7.1124e-02 eta: 13:13:31 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7445 2022/12/04 22:06:01 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:06:03 - mmengine - INFO - Epoch(train) [44][1800/5005] lr: 7.1100e-02 eta: 13:13:19 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7763 2022/12/04 22:06:15 - mmengine - INFO - Epoch(train) [44][1900/5005] lr: 7.1076e-02 eta: 13:13:06 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7763 2022/12/04 22:06:28 - mmengine - INFO - Epoch(train) [44][2000/5005] lr: 7.1053e-02 eta: 13:12:54 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.6171 2022/12/04 22:06:40 - mmengine - INFO - Epoch(train) [44][2100/5005] lr: 7.1029e-02 eta: 13:12:42 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6185 2022/12/04 22:06:53 - mmengine - INFO - Epoch(train) [44][2200/5005] lr: 7.1005e-02 eta: 13:12:29 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7446 2022/12/04 22:07:05 - mmengine - INFO - Epoch(train) [44][2300/5005] lr: 7.0981e-02 eta: 13:12:17 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.5664 2022/12/04 22:07:18 - mmengine - INFO - Epoch(train) [44][2400/5005] lr: 7.0958e-02 eta: 13:12:05 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6726 2022/12/04 22:07:30 - mmengine - INFO - Epoch(train) [44][2500/5005] lr: 7.0934e-02 eta: 13:11:53 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.5198 2022/12/04 22:07:43 - mmengine - INFO - Epoch(train) [44][2600/5005] lr: 7.0910e-02 eta: 13:11:40 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7978 2022/12/04 22:07:55 - mmengine - INFO - Epoch(train) [44][2700/5005] lr: 7.0886e-02 eta: 13:11:28 time: 0.1249 data_time: 0.0013 memory: 4034 loss: 1.9605 2022/12/04 22:08:06 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:08:08 - mmengine - INFO - Epoch(train) [44][2800/5005] lr: 7.0863e-02 eta: 13:11:16 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.9117 2022/12/04 22:08:21 - mmengine - INFO - Epoch(train) [44][2900/5005] lr: 7.0839e-02 eta: 13:11:04 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 2.0005 2022/12/04 22:08:33 - mmengine - INFO - Epoch(train) [44][3000/5005] lr: 7.0815e-02 eta: 13:10:51 time: 0.1249 data_time: 0.0013 memory: 4034 loss: 1.8326 2022/12/04 22:08:46 - mmengine - INFO - Epoch(train) [44][3100/5005] lr: 7.0791e-02 eta: 13:10:39 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8112 2022/12/04 22:08:58 - mmengine - INFO - Epoch(train) [44][3200/5005] lr: 7.0767e-02 eta: 13:10:27 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.8965 2022/12/04 22:09:11 - mmengine - INFO - Epoch(train) [44][3300/5005] lr: 7.0744e-02 eta: 13:10:14 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7671 2022/12/04 22:09:23 - mmengine - INFO - Epoch(train) [44][3400/5005] lr: 7.0720e-02 eta: 13:10:02 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.8524 2022/12/04 22:09:36 - mmengine - INFO - Epoch(train) [44][3500/5005] lr: 7.0696e-02 eta: 13:09:50 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.9307 2022/12/04 22:09:48 - mmengine - INFO - Epoch(train) [44][3600/5005] lr: 7.0672e-02 eta: 13:09:38 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.5021 2022/12/04 22:10:01 - mmengine - INFO - Epoch(train) [44][3700/5005] lr: 7.0648e-02 eta: 13:09:25 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 2.0223 2022/12/04 22:10:12 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:10:13 - mmengine - INFO - Epoch(train) [44][3800/5005] lr: 7.0625e-02 eta: 13:09:13 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 2.0190 2022/12/04 22:10:26 - mmengine - INFO - Epoch(train) [44][3900/5005] lr: 7.0601e-02 eta: 13:09:01 time: 0.1249 data_time: 0.0013 memory: 4034 loss: 1.8827 2022/12/04 22:10:39 - mmengine - INFO - Epoch(train) [44][4000/5005] lr: 7.0577e-02 eta: 13:08:48 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.8954 2022/12/04 22:10:51 - mmengine - INFO - Epoch(train) [44][4100/5005] lr: 7.0553e-02 eta: 13:08:36 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.9961 2022/12/04 22:11:04 - mmengine - INFO - Epoch(train) [44][4200/5005] lr: 7.0529e-02 eta: 13:08:24 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7076 2022/12/04 22:11:16 - mmengine - INFO - Epoch(train) [44][4300/5005] lr: 7.0505e-02 eta: 13:08:12 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7740 2022/12/04 22:11:29 - mmengine - INFO - Epoch(train) [44][4400/5005] lr: 7.0482e-02 eta: 13:07:59 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 2.0096 2022/12/04 22:11:41 - mmengine - INFO - Epoch(train) [44][4500/5005] lr: 7.0458e-02 eta: 13:07:47 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 2.0043 2022/12/04 22:11:54 - mmengine - INFO - Epoch(train) [44][4600/5005] lr: 7.0434e-02 eta: 13:07:35 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7627 2022/12/04 22:12:06 - mmengine - INFO - Epoch(train) [44][4700/5005] lr: 7.0410e-02 eta: 13:07:22 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.9520 2022/12/04 22:12:17 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:12:19 - mmengine - INFO - Epoch(train) [44][4800/5005] lr: 7.0386e-02 eta: 13:07:10 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7571 2022/12/04 22:12:31 - mmengine - INFO - Epoch(train) [44][4900/5005] lr: 7.0362e-02 eta: 13:06:58 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.8175 2022/12/04 22:12:44 - mmengine - INFO - Epoch(train) [44][5000/5005] lr: 7.0338e-02 eta: 13:06:46 time: 0.1257 data_time: 0.0022 memory: 4034 loss: 1.8561 2022/12/04 22:12:45 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:12:45 - mmengine - INFO - Saving checkpoint at 44 epochs 2022/12/04 22:12:51 - mmengine - INFO - Epoch(val) [44][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0080 memory: 4034 2022/12/04 22:13:05 - mmengine - INFO - Epoch(val) [44][196/196] accuracy/top1: 63.9060 accuracy/top5: 86.1080 2022/12/04 22:13:17 - mmengine - INFO - Epoch(train) [45][ 100/5005] lr: 7.0313e-02 eta: 13:06:33 time: 0.1245 data_time: 0.0014 memory: 4034 loss: 1.3242 2022/12/04 22:13:30 - mmengine - INFO - Epoch(train) [45][ 200/5005] lr: 7.0289e-02 eta: 13:06:21 time: 0.1249 data_time: 0.0013 memory: 4034 loss: 1.7063 2022/12/04 22:13:43 - mmengine - INFO - Epoch(train) [45][ 300/5005] lr: 7.0265e-02 eta: 13:06:09 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7313 2022/12/04 22:13:55 - mmengine - INFO - Epoch(train) [45][ 400/5005] lr: 7.0241e-02 eta: 13:05:56 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.5417 2022/12/04 22:14:08 - mmengine - INFO - Epoch(train) [45][ 500/5005] lr: 7.0218e-02 eta: 13:05:44 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8218 2022/12/04 22:14:20 - mmengine - INFO - Epoch(train) [45][ 600/5005] lr: 7.0194e-02 eta: 13:05:32 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.7956 2022/12/04 22:14:33 - mmengine - INFO - Epoch(train) [45][ 700/5005] lr: 7.0170e-02 eta: 13:05:20 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6835 2022/12/04 22:14:43 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:14:45 - mmengine - INFO - Epoch(train) [45][ 800/5005] lr: 7.0146e-02 eta: 13:05:07 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8241 2022/12/04 22:14:58 - mmengine - INFO - Epoch(train) [45][ 900/5005] lr: 7.0122e-02 eta: 13:04:55 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7085 2022/12/04 22:15:10 - mmengine - INFO - Epoch(train) [45][1000/5005] lr: 7.0098e-02 eta: 13:04:43 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7117 2022/12/04 22:15:23 - mmengine - INFO - Epoch(train) [45][1100/5005] lr: 7.0074e-02 eta: 13:04:30 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6940 2022/12/04 22:15:36 - mmengine - INFO - Epoch(train) [45][1200/5005] lr: 7.0050e-02 eta: 13:04:18 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.6553 2022/12/04 22:15:48 - mmengine - INFO - Epoch(train) [45][1300/5005] lr: 7.0026e-02 eta: 13:04:06 time: 0.1249 data_time: 0.0013 memory: 4034 loss: 1.4607 2022/12/04 22:16:01 - mmengine - INFO - Epoch(train) [45][1400/5005] lr: 7.0002e-02 eta: 13:03:54 time: 0.1249 data_time: 0.0013 memory: 4034 loss: 1.7639 2022/12/04 22:16:13 - mmengine - INFO - Epoch(train) [45][1500/5005] lr: 6.9978e-02 eta: 13:03:41 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7357 2022/12/04 22:16:26 - mmengine - INFO - Epoch(train) [45][1600/5005] lr: 6.9954e-02 eta: 13:03:29 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.8328 2022/12/04 22:16:38 - mmengine - INFO - Epoch(train) [45][1700/5005] lr: 6.9930e-02 eta: 13:03:17 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.8308 2022/12/04 22:16:48 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:16:51 - mmengine - INFO - Epoch(train) [45][1800/5005] lr: 6.9906e-02 eta: 13:03:05 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8083 2022/12/04 22:17:03 - mmengine - INFO - Epoch(train) [45][1900/5005] lr: 6.9882e-02 eta: 13:02:52 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7061 2022/12/04 22:17:16 - mmengine - INFO - Epoch(train) [45][2000/5005] lr: 6.9858e-02 eta: 13:02:40 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6404 2022/12/04 22:17:29 - mmengine - INFO - Epoch(train) [45][2100/5005] lr: 6.9834e-02 eta: 13:02:28 time: 0.1246 data_time: 0.0013 memory: 4034 loss: 1.8698 2022/12/04 22:17:41 - mmengine - INFO - Epoch(train) [45][2200/5005] lr: 6.9810e-02 eta: 13:02:16 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.7880 2022/12/04 22:17:54 - mmengine - INFO - Epoch(train) [45][2300/5005] lr: 6.9786e-02 eta: 13:02:03 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.6599 2022/12/04 22:18:06 - mmengine - INFO - Epoch(train) [45][2400/5005] lr: 6.9762e-02 eta: 13:01:51 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.5315 2022/12/04 22:18:19 - mmengine - INFO - Epoch(train) [45][2500/5005] lr: 6.9738e-02 eta: 13:01:39 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8298 2022/12/04 22:18:31 - mmengine - INFO - Epoch(train) [45][2600/5005] lr: 6.9714e-02 eta: 13:01:26 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7760 2022/12/04 22:18:44 - mmengine - INFO - Epoch(train) [45][2700/5005] lr: 6.9690e-02 eta: 13:01:14 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.8201 2022/12/04 22:18:54 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:18:56 - mmengine - INFO - Epoch(train) [45][2800/5005] lr: 6.9666e-02 eta: 13:01:02 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6614 2022/12/04 22:19:09 - mmengine - INFO - Epoch(train) [45][2900/5005] lr: 6.9642e-02 eta: 13:00:49 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7048 2022/12/04 22:19:21 - mmengine - INFO - Epoch(train) [45][3000/5005] lr: 6.9618e-02 eta: 13:00:37 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8085 2022/12/04 22:19:34 - mmengine - INFO - Epoch(train) [45][3100/5005] lr: 6.9594e-02 eta: 13:00:25 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7299 2022/12/04 22:19:47 - mmengine - INFO - Epoch(train) [45][3200/5005] lr: 6.9570e-02 eta: 13:00:13 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8386 2022/12/04 22:19:59 - mmengine - INFO - Epoch(train) [45][3300/5005] lr: 6.9546e-02 eta: 13:00:00 time: 0.1249 data_time: 0.0013 memory: 4034 loss: 1.9146 2022/12/04 22:20:12 - mmengine - INFO - Epoch(train) [45][3400/5005] lr: 6.9522e-02 eta: 12:59:48 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.9164 2022/12/04 22:20:24 - mmengine - INFO - Epoch(train) [45][3500/5005] lr: 6.9497e-02 eta: 12:59:36 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8567 2022/12/04 22:20:37 - mmengine - INFO - Epoch(train) [45][3600/5005] lr: 6.9473e-02 eta: 12:59:23 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.9976 2022/12/04 22:20:49 - mmengine - INFO - Epoch(train) [45][3700/5005] lr: 6.9449e-02 eta: 12:59:11 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.4218 2022/12/04 22:20:59 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:21:02 - mmengine - INFO - Epoch(train) [45][3800/5005] lr: 6.9425e-02 eta: 12:58:59 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7635 2022/12/04 22:21:14 - mmengine - INFO - Epoch(train) [45][3900/5005] lr: 6.9401e-02 eta: 12:58:47 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7446 2022/12/04 22:21:27 - mmengine - INFO - Epoch(train) [45][4000/5005] lr: 6.9377e-02 eta: 12:58:34 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8871 2022/12/04 22:21:40 - mmengine - INFO - Epoch(train) [45][4100/5005] lr: 6.9353e-02 eta: 12:58:22 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.6302 2022/12/04 22:21:52 - mmengine - INFO - Epoch(train) [45][4200/5005] lr: 6.9329e-02 eta: 12:58:10 time: 0.1261 data_time: 0.0014 memory: 4034 loss: 1.5160 2022/12/04 22:22:05 - mmengine - INFO - Epoch(train) [45][4300/5005] lr: 6.9305e-02 eta: 12:57:58 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8299 2022/12/04 22:22:17 - mmengine - INFO - Epoch(train) [45][4400/5005] lr: 6.9281e-02 eta: 12:57:45 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8987 2022/12/04 22:22:30 - mmengine - INFO - Epoch(train) [45][4500/5005] lr: 6.9256e-02 eta: 12:57:33 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7143 2022/12/04 22:22:42 - mmengine - INFO - Epoch(train) [45][4600/5005] lr: 6.9232e-02 eta: 12:57:21 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7635 2022/12/04 22:22:55 - mmengine - INFO - Epoch(train) [45][4700/5005] lr: 6.9208e-02 eta: 12:57:08 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7621 2022/12/04 22:23:05 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:23:07 - mmengine - INFO - Epoch(train) [45][4800/5005] lr: 6.9184e-02 eta: 12:56:56 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.9969 2022/12/04 22:23:20 - mmengine - INFO - Epoch(train) [45][4900/5005] lr: 6.9160e-02 eta: 12:56:44 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6988 2022/12/04 22:23:32 - mmengine - INFO - Epoch(train) [45][5000/5005] lr: 6.9136e-02 eta: 12:56:32 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.5647 2022/12/04 22:23:33 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:23:33 - mmengine - INFO - Saving checkpoint at 45 epochs 2022/12/04 22:23:40 - mmengine - INFO - Epoch(val) [45][100/196] eta: 0:00:03 time: 0.0359 data_time: 0.0087 memory: 4034 2022/12/04 22:23:53 - mmengine - INFO - Epoch(val) [45][196/196] accuracy/top1: 64.4920 accuracy/top5: 86.2380 2022/12/04 22:24:06 - mmengine - INFO - Epoch(train) [46][ 100/5005] lr: 6.9110e-02 eta: 12:56:19 time: 0.1245 data_time: 0.0014 memory: 4034 loss: 1.5773 2022/12/04 22:24:18 - mmengine - INFO - Epoch(train) [46][ 200/5005] lr: 6.9086e-02 eta: 12:56:07 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.7180 2022/12/04 22:24:31 - mmengine - INFO - Epoch(train) [46][ 300/5005] lr: 6.9062e-02 eta: 12:55:54 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.6079 2022/12/04 22:24:43 - mmengine - INFO - Epoch(train) [46][ 400/5005] lr: 6.9038e-02 eta: 12:55:42 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8099 2022/12/04 22:24:56 - mmengine - INFO - Epoch(train) [46][ 500/5005] lr: 6.9014e-02 eta: 12:55:30 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8354 2022/12/04 22:25:08 - mmengine - INFO - Epoch(train) [46][ 600/5005] lr: 6.8989e-02 eta: 12:55:17 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7141 2022/12/04 22:25:21 - mmengine - INFO - Epoch(train) [46][ 700/5005] lr: 6.8965e-02 eta: 12:55:05 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.8377 2022/12/04 22:25:30 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:25:33 - mmengine - INFO - Epoch(train) [46][ 800/5005] lr: 6.8941e-02 eta: 12:54:53 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8644 2022/12/04 22:25:46 - mmengine - INFO - Epoch(train) [46][ 900/5005] lr: 6.8917e-02 eta: 12:54:41 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8325 2022/12/04 22:25:58 - mmengine - INFO - Epoch(train) [46][1000/5005] lr: 6.8893e-02 eta: 12:54:28 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8583 2022/12/04 22:26:11 - mmengine - INFO - Epoch(train) [46][1100/5005] lr: 6.8868e-02 eta: 12:54:16 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.6192 2022/12/04 22:26:24 - mmengine - INFO - Epoch(train) [46][1200/5005] lr: 6.8844e-02 eta: 12:54:04 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.4720 2022/12/04 22:26:36 - mmengine - INFO - Epoch(train) [46][1300/5005] lr: 6.8820e-02 eta: 12:53:51 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.7074 2022/12/04 22:26:49 - mmengine - INFO - Epoch(train) [46][1400/5005] lr: 6.8796e-02 eta: 12:53:39 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7410 2022/12/04 22:27:01 - mmengine - INFO - Epoch(train) [46][1500/5005] lr: 6.8771e-02 eta: 12:53:27 time: 0.1247 data_time: 0.0013 memory: 4034 loss: 1.8726 2022/12/04 22:27:14 - mmengine - INFO - Epoch(train) [46][1600/5005] lr: 6.8747e-02 eta: 12:53:15 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.6130 2022/12/04 22:27:26 - mmengine - INFO - Epoch(train) [46][1700/5005] lr: 6.8723e-02 eta: 12:53:02 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8016 2022/12/04 22:27:36 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:27:39 - mmengine - INFO - Epoch(train) [46][1800/5005] lr: 6.8699e-02 eta: 12:52:50 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7839 2022/12/04 22:27:51 - mmengine - INFO - Epoch(train) [46][1900/5005] lr: 6.8674e-02 eta: 12:52:38 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6446 2022/12/04 22:28:04 - mmengine - INFO - Epoch(train) [46][2000/5005] lr: 6.8650e-02 eta: 12:52:25 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7175 2022/12/04 22:28:16 - mmengine - INFO - Epoch(train) [46][2100/5005] lr: 6.8626e-02 eta: 12:52:13 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6419 2022/12/04 22:28:29 - mmengine - INFO - Epoch(train) [46][2200/5005] lr: 6.8602e-02 eta: 12:52:01 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7663 2022/12/04 22:28:42 - mmengine - INFO - Epoch(train) [46][2300/5005] lr: 6.8577e-02 eta: 12:51:48 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7511 2022/12/04 22:28:54 - mmengine - INFO - Epoch(train) [46][2400/5005] lr: 6.8553e-02 eta: 12:51:36 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8893 2022/12/04 22:29:07 - mmengine - INFO - Epoch(train) [46][2500/5005] lr: 6.8529e-02 eta: 12:51:24 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7511 2022/12/04 22:29:19 - mmengine - INFO - Epoch(train) [46][2600/5005] lr: 6.8504e-02 eta: 12:51:12 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7232 2022/12/04 22:29:32 - mmengine - INFO - Epoch(train) [46][2700/5005] lr: 6.8480e-02 eta: 12:50:59 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.9819 2022/12/04 22:29:41 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:29:44 - mmengine - INFO - Epoch(train) [46][2800/5005] lr: 6.8456e-02 eta: 12:50:47 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6366 2022/12/04 22:29:57 - mmengine - INFO - Epoch(train) [46][2900/5005] lr: 6.8432e-02 eta: 12:50:35 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.9107 2022/12/04 22:30:09 - mmengine - INFO - Epoch(train) [46][3000/5005] lr: 6.8407e-02 eta: 12:50:23 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6401 2022/12/04 22:30:22 - mmengine - INFO - Epoch(train) [46][3100/5005] lr: 6.8383e-02 eta: 12:50:10 time: 0.1252 data_time: 0.0014 memory: 4034 loss: 1.5717 2022/12/04 22:30:35 - mmengine - INFO - Epoch(train) [46][3200/5005] lr: 6.8359e-02 eta: 12:49:58 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6944 2022/12/04 22:30:47 - mmengine - INFO - Epoch(train) [46][3300/5005] lr: 6.8334e-02 eta: 12:49:46 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7314 2022/12/04 22:31:00 - mmengine - INFO - Epoch(train) [46][3400/5005] lr: 6.8310e-02 eta: 12:49:33 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6645 2022/12/04 22:31:12 - mmengine - INFO - Epoch(train) [46][3500/5005] lr: 6.8286e-02 eta: 12:49:21 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8500 2022/12/04 22:31:25 - mmengine - INFO - Epoch(train) [46][3600/5005] lr: 6.8261e-02 eta: 12:49:09 time: 0.1261 data_time: 0.0014 memory: 4034 loss: 1.9169 2022/12/04 22:31:37 - mmengine - INFO - Epoch(train) [46][3700/5005] lr: 6.8237e-02 eta: 12:48:57 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.6902 2022/12/04 22:31:47 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:31:50 - mmengine - INFO - Epoch(train) [46][3800/5005] lr: 6.8213e-02 eta: 12:48:44 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6610 2022/12/04 22:32:02 - mmengine - INFO - Epoch(train) [46][3900/5005] lr: 6.8188e-02 eta: 12:48:32 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6330 2022/12/04 22:32:15 - mmengine - INFO - Epoch(train) [46][4000/5005] lr: 6.8164e-02 eta: 12:48:20 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7222 2022/12/04 22:32:28 - mmengine - INFO - Epoch(train) [46][4100/5005] lr: 6.8139e-02 eta: 12:48:07 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7520 2022/12/04 22:32:40 - mmengine - INFO - Epoch(train) [46][4200/5005] lr: 6.8115e-02 eta: 12:47:55 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8787 2022/12/04 22:32:53 - mmengine - INFO - Epoch(train) [46][4300/5005] lr: 6.8091e-02 eta: 12:47:43 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.5507 2022/12/04 22:33:05 - mmengine - INFO - Epoch(train) [46][4400/5005] lr: 6.8066e-02 eta: 12:47:31 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7033 2022/12/04 22:33:18 - mmengine - INFO - Epoch(train) [46][4500/5005] lr: 6.8042e-02 eta: 12:47:18 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.9856 2022/12/04 22:33:30 - mmengine - INFO - Epoch(train) [46][4600/5005] lr: 6.8017e-02 eta: 12:47:06 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.6073 2022/12/04 22:33:43 - mmengine - INFO - Epoch(train) [46][4700/5005] lr: 6.7993e-02 eta: 12:46:54 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7318 2022/12/04 22:33:52 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:33:55 - mmengine - INFO - Epoch(train) [46][4800/5005] lr: 6.7969e-02 eta: 12:46:41 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7557 2022/12/04 22:34:08 - mmengine - INFO - Epoch(train) [46][4900/5005] lr: 6.7944e-02 eta: 12:46:29 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6256 2022/12/04 22:34:21 - mmengine - INFO - Epoch(train) [46][5000/5005] lr: 6.7920e-02 eta: 12:46:17 time: 0.1260 data_time: 0.0022 memory: 4034 loss: 1.6679 2022/12/04 22:34:21 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:34:21 - mmengine - INFO - Saving checkpoint at 46 epochs 2022/12/04 22:34:28 - mmengine - INFO - Epoch(val) [46][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0086 memory: 4034 2022/12/04 22:34:41 - mmengine - INFO - Epoch(val) [46][196/196] accuracy/top1: 64.8380 accuracy/top5: 86.8280 2022/12/04 22:34:54 - mmengine - INFO - Epoch(train) [47][ 100/5005] lr: 6.7894e-02 eta: 12:46:04 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.5049 2022/12/04 22:35:06 - mmengine - INFO - Epoch(train) [47][ 200/5005] lr: 6.7870e-02 eta: 12:45:52 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6181 2022/12/04 22:35:19 - mmengine - INFO - Epoch(train) [47][ 300/5005] lr: 6.7845e-02 eta: 12:45:40 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6867 2022/12/04 22:35:31 - mmengine - INFO - Epoch(train) [47][ 400/5005] lr: 6.7821e-02 eta: 12:45:27 time: 0.1248 data_time: 0.0015 memory: 4034 loss: 1.7291 2022/12/04 22:35:44 - mmengine - INFO - Epoch(train) [47][ 500/5005] lr: 6.7796e-02 eta: 12:45:15 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.5118 2022/12/04 22:35:56 - mmengine - INFO - Epoch(train) [47][ 600/5005] lr: 6.7772e-02 eta: 12:45:03 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.8304 2022/12/04 22:36:09 - mmengine - INFO - Epoch(train) [47][ 700/5005] lr: 6.7748e-02 eta: 12:44:50 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.5540 2022/12/04 22:36:18 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:36:21 - mmengine - INFO - Epoch(train) [47][ 800/5005] lr: 6.7723e-02 eta: 12:44:38 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.7963 2022/12/04 22:36:34 - mmengine - INFO - Epoch(train) [47][ 900/5005] lr: 6.7699e-02 eta: 12:44:26 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7099 2022/12/04 22:36:46 - mmengine - INFO - Epoch(train) [47][1000/5005] lr: 6.7674e-02 eta: 12:44:13 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.6012 2022/12/04 22:36:59 - mmengine - INFO - Epoch(train) [47][1100/5005] lr: 6.7650e-02 eta: 12:44:01 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.5086 2022/12/04 22:37:12 - mmengine - INFO - Epoch(train) [47][1200/5005] lr: 6.7625e-02 eta: 12:43:49 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.9081 2022/12/04 22:37:24 - mmengine - INFO - Epoch(train) [47][1300/5005] lr: 6.7601e-02 eta: 12:43:36 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8664 2022/12/04 22:37:37 - mmengine - INFO - Epoch(train) [47][1400/5005] lr: 6.7576e-02 eta: 12:43:24 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.6539 2022/12/04 22:37:49 - mmengine - INFO - Epoch(train) [47][1500/5005] lr: 6.7552e-02 eta: 12:43:12 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7128 2022/12/04 22:38:02 - mmengine - INFO - Epoch(train) [47][1600/5005] lr: 6.7527e-02 eta: 12:43:00 time: 0.1248 data_time: 0.0015 memory: 4034 loss: 1.8378 2022/12/04 22:38:14 - mmengine - INFO - Epoch(train) [47][1700/5005] lr: 6.7503e-02 eta: 12:42:47 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.4926 2022/12/04 22:38:23 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:38:27 - mmengine - INFO - Epoch(train) [47][1800/5005] lr: 6.7478e-02 eta: 12:42:35 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.9668 2022/12/04 22:38:39 - mmengine - INFO - Epoch(train) [47][1900/5005] lr: 6.7454e-02 eta: 12:42:23 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8516 2022/12/04 22:38:52 - mmengine - INFO - Epoch(train) [47][2000/5005] lr: 6.7429e-02 eta: 12:42:10 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.6762 2022/12/04 22:39:05 - mmengine - INFO - Epoch(train) [47][2100/5005] lr: 6.7405e-02 eta: 12:41:58 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7679 2022/12/04 22:39:17 - mmengine - INFO - Epoch(train) [47][2200/5005] lr: 6.7380e-02 eta: 12:41:46 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7802 2022/12/04 22:39:30 - mmengine - INFO - Epoch(train) [47][2300/5005] lr: 6.7356e-02 eta: 12:41:33 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.9119 2022/12/04 22:39:42 - mmengine - INFO - Epoch(train) [47][2400/5005] lr: 6.7331e-02 eta: 12:41:21 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8955 2022/12/04 22:39:55 - mmengine - INFO - Epoch(train) [47][2500/5005] lr: 6.7307e-02 eta: 12:41:09 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.8902 2022/12/04 22:40:07 - mmengine - INFO - Epoch(train) [47][2600/5005] lr: 6.7282e-02 eta: 12:40:57 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7852 2022/12/04 22:40:20 - mmengine - INFO - Epoch(train) [47][2700/5005] lr: 6.7258e-02 eta: 12:40:44 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7880 2022/12/04 22:40:29 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:40:32 - mmengine - INFO - Epoch(train) [47][2800/5005] lr: 6.7233e-02 eta: 12:40:32 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.5244 2022/12/04 22:40:45 - mmengine - INFO - Epoch(train) [47][2900/5005] lr: 6.7209e-02 eta: 12:40:20 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7528 2022/12/04 22:40:58 - mmengine - INFO - Epoch(train) [47][3000/5005] lr: 6.7184e-02 eta: 12:40:07 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7617 2022/12/04 22:41:10 - mmengine - INFO - Epoch(train) [47][3100/5005] lr: 6.7159e-02 eta: 12:39:55 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.5130 2022/12/04 22:41:23 - mmengine - INFO - Epoch(train) [47][3200/5005] lr: 6.7135e-02 eta: 12:39:43 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7820 2022/12/04 22:41:35 - mmengine - INFO - Epoch(train) [47][3300/5005] lr: 6.7110e-02 eta: 12:39:30 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8014 2022/12/04 22:41:48 - mmengine - INFO - Epoch(train) [47][3400/5005] lr: 6.7086e-02 eta: 12:39:18 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8946 2022/12/04 22:42:00 - mmengine - INFO - Epoch(train) [47][3500/5005] lr: 6.7061e-02 eta: 12:39:06 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.8467 2022/12/04 22:42:13 - mmengine - INFO - Epoch(train) [47][3600/5005] lr: 6.7037e-02 eta: 12:38:54 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.5656 2022/12/04 22:42:25 - mmengine - INFO - Epoch(train) [47][3700/5005] lr: 6.7012e-02 eta: 12:38:41 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.5267 2022/12/04 22:42:34 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:42:38 - mmengine - INFO - Epoch(train) [47][3800/5005] lr: 6.6987e-02 eta: 12:38:29 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7978 2022/12/04 22:42:51 - mmengine - INFO - Epoch(train) [47][3900/5005] lr: 6.6963e-02 eta: 12:38:17 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8983 2022/12/04 22:43:03 - mmengine - INFO - Epoch(train) [47][4000/5005] lr: 6.6938e-02 eta: 12:38:05 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8483 2022/12/04 22:43:16 - mmengine - INFO - Epoch(train) [47][4100/5005] lr: 6.6914e-02 eta: 12:37:52 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.9574 2022/12/04 22:43:28 - mmengine - INFO - Epoch(train) [47][4200/5005] lr: 6.6889e-02 eta: 12:37:40 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.9393 2022/12/04 22:43:41 - mmengine - INFO - Epoch(train) [47][4300/5005] lr: 6.6864e-02 eta: 12:37:28 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.6296 2022/12/04 22:43:53 - mmengine - INFO - Epoch(train) [47][4400/5005] lr: 6.6840e-02 eta: 12:37:15 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.6724 2022/12/04 22:44:06 - mmengine - INFO - Epoch(train) [47][4500/5005] lr: 6.6815e-02 eta: 12:37:03 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.5999 2022/12/04 22:44:18 - mmengine - INFO - Epoch(train) [47][4600/5005] lr: 6.6790e-02 eta: 12:36:51 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.9434 2022/12/04 22:44:31 - mmengine - INFO - Epoch(train) [47][4700/5005] lr: 6.6766e-02 eta: 12:36:39 time: 0.1249 data_time: 0.0013 memory: 4034 loss: 1.6038 2022/12/04 22:44:40 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:44:44 - mmengine - INFO - Epoch(train) [47][4800/5005] lr: 6.6741e-02 eta: 12:36:26 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7208 2022/12/04 22:44:56 - mmengine - INFO - Epoch(train) [47][4900/5005] lr: 6.6716e-02 eta: 12:36:14 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8034 2022/12/04 22:45:09 - mmengine - INFO - Epoch(train) [47][5000/5005] lr: 6.6692e-02 eta: 12:36:02 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.7859 2022/12/04 22:45:09 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:45:09 - mmengine - INFO - Saving checkpoint at 47 epochs 2022/12/04 22:45:16 - mmengine - INFO - Epoch(val) [47][100/196] eta: 0:00:03 time: 0.0349 data_time: 0.0077 memory: 4034 2022/12/04 22:45:29 - mmengine - INFO - Epoch(val) [47][196/196] accuracy/top1: 65.1680 accuracy/top5: 86.9440 2022/12/04 22:45:42 - mmengine - INFO - Epoch(train) [48][ 100/5005] lr: 6.6666e-02 eta: 12:35:49 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.6673 2022/12/04 22:45:54 - mmengine - INFO - Epoch(train) [48][ 200/5005] lr: 6.6641e-02 eta: 12:35:37 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.8473 2022/12/04 22:46:07 - mmengine - INFO - Epoch(train) [48][ 300/5005] lr: 6.6617e-02 eta: 12:35:24 time: 0.1248 data_time: 0.0013 memory: 4034 loss: 1.8731 2022/12/04 22:46:19 - mmengine - INFO - Epoch(train) [48][ 400/5005] lr: 6.6592e-02 eta: 12:35:12 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7556 2022/12/04 22:46:32 - mmengine - INFO - Epoch(train) [48][ 500/5005] lr: 6.6567e-02 eta: 12:35:00 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6129 2022/12/04 22:46:44 - mmengine - INFO - Epoch(train) [48][ 600/5005] lr: 6.6543e-02 eta: 12:34:47 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7733 2022/12/04 22:46:57 - mmengine - INFO - Epoch(train) [48][ 700/5005] lr: 6.6518e-02 eta: 12:34:35 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7045 2022/12/04 22:47:05 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:47:10 - mmengine - INFO - Epoch(train) [48][ 800/5005] lr: 6.6493e-02 eta: 12:34:23 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6383 2022/12/04 22:47:22 - mmengine - INFO - Epoch(train) [48][ 900/5005] lr: 6.6469e-02 eta: 12:34:11 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8686 2022/12/04 22:47:35 - mmengine - INFO - Epoch(train) [48][1000/5005] lr: 6.6444e-02 eta: 12:33:58 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7429 2022/12/04 22:47:47 - mmengine - INFO - Epoch(train) [48][1100/5005] lr: 6.6419e-02 eta: 12:33:46 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.8929 2022/12/04 22:48:00 - mmengine - INFO - Epoch(train) [48][1200/5005] lr: 6.6394e-02 eta: 12:33:34 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7855 2022/12/04 22:48:12 - mmengine - INFO - Epoch(train) [48][1300/5005] lr: 6.6370e-02 eta: 12:33:21 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.6987 2022/12/04 22:48:25 - mmengine - INFO - Epoch(train) [48][1400/5005] lr: 6.6345e-02 eta: 12:33:09 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.8172 2022/12/04 22:48:37 - mmengine - INFO - Epoch(train) [48][1500/5005] lr: 6.6320e-02 eta: 12:32:57 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6707 2022/12/04 22:48:50 - mmengine - INFO - Epoch(train) [48][1600/5005] lr: 6.6296e-02 eta: 12:32:44 time: 0.1247 data_time: 0.0014 memory: 4034 loss: 1.7038 2022/12/04 22:49:02 - mmengine - INFO - Epoch(train) [48][1700/5005] lr: 6.6271e-02 eta: 12:32:32 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.6401 2022/12/04 22:49:11 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:49:15 - mmengine - INFO - Epoch(train) [48][1800/5005] lr: 6.6246e-02 eta: 12:32:20 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6520 2022/12/04 22:49:28 - mmengine - INFO - Epoch(train) [48][1900/5005] lr: 6.6221e-02 eta: 12:32:07 time: 0.1247 data_time: 0.0015 memory: 4034 loss: 1.6443 2022/12/04 22:49:40 - mmengine - INFO - Epoch(train) [48][2000/5005] lr: 6.6197e-02 eta: 12:31:55 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.9854 2022/12/04 22:49:53 - mmengine - INFO - Epoch(train) [48][2100/5005] lr: 6.6172e-02 eta: 12:31:43 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7722 2022/12/04 22:50:05 - mmengine - INFO - Epoch(train) [48][2200/5005] lr: 6.6147e-02 eta: 12:31:31 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6672 2022/12/04 22:50:18 - mmengine - INFO - Epoch(train) [48][2300/5005] lr: 6.6122e-02 eta: 12:31:18 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6447 2022/12/04 22:50:30 - mmengine - INFO - Epoch(train) [48][2400/5005] lr: 6.6098e-02 eta: 12:31:06 time: 0.1252 data_time: 0.0014 memory: 4034 loss: 1.8755 2022/12/04 22:50:43 - mmengine - INFO - Epoch(train) [48][2500/5005] lr: 6.6073e-02 eta: 12:30:54 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7754 2022/12/04 22:50:56 - mmengine - INFO - Epoch(train) [48][2600/5005] lr: 6.6048e-02 eta: 12:30:41 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.5782 2022/12/04 22:51:08 - mmengine - INFO - Epoch(train) [48][2700/5005] lr: 6.6023e-02 eta: 12:30:29 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7606 2022/12/04 22:51:16 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:51:21 - mmengine - INFO - Epoch(train) [48][2800/5005] lr: 6.5999e-02 eta: 12:30:17 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6332 2022/12/04 22:51:33 - mmengine - INFO - Epoch(train) [48][2900/5005] lr: 6.5974e-02 eta: 12:30:05 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7934 2022/12/04 22:51:46 - mmengine - INFO - Epoch(train) [48][3000/5005] lr: 6.5949e-02 eta: 12:29:52 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8227 2022/12/04 22:51:58 - mmengine - INFO - Epoch(train) [48][3100/5005] lr: 6.5924e-02 eta: 12:29:40 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.9543 2022/12/04 22:52:11 - mmengine - INFO - Epoch(train) [48][3200/5005] lr: 6.5899e-02 eta: 12:29:28 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7052 2022/12/04 22:52:24 - mmengine - INFO - Epoch(train) [48][3300/5005] lr: 6.5875e-02 eta: 12:29:15 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7439 2022/12/04 22:52:36 - mmengine - INFO - Epoch(train) [48][3400/5005] lr: 6.5850e-02 eta: 12:29:03 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.5732 2022/12/04 22:52:49 - mmengine - INFO - Epoch(train) [48][3500/5005] lr: 6.5825e-02 eta: 12:28:51 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8124 2022/12/04 22:53:01 - mmengine - INFO - Epoch(train) [48][3600/5005] lr: 6.5800e-02 eta: 12:28:39 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8583 2022/12/04 22:53:14 - mmengine - INFO - Epoch(train) [48][3700/5005] lr: 6.5775e-02 eta: 12:28:26 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6287 2022/12/04 22:53:22 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:53:26 - mmengine - INFO - Epoch(train) [48][3800/5005] lr: 6.5751e-02 eta: 12:28:14 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7762 2022/12/04 22:53:39 - mmengine - INFO - Epoch(train) [48][3900/5005] lr: 6.5726e-02 eta: 12:28:02 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7146 2022/12/04 22:53:51 - mmengine - INFO - Epoch(train) [48][4000/5005] lr: 6.5701e-02 eta: 12:27:49 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6471 2022/12/04 22:54:04 - mmengine - INFO - Epoch(train) [48][4100/5005] lr: 6.5676e-02 eta: 12:27:37 time: 0.1265 data_time: 0.0014 memory: 4034 loss: 1.7256 2022/12/04 22:54:17 - mmengine - INFO - Epoch(train) [48][4200/5005] lr: 6.5651e-02 eta: 12:27:25 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.9267 2022/12/04 22:54:29 - mmengine - INFO - Epoch(train) [48][4300/5005] lr: 6.5626e-02 eta: 12:27:13 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6620 2022/12/04 22:54:42 - mmengine - INFO - Epoch(train) [48][4400/5005] lr: 6.5602e-02 eta: 12:27:00 time: 0.1252 data_time: 0.0016 memory: 4034 loss: 1.8181 2022/12/04 22:54:54 - mmengine - INFO - Epoch(train) [48][4500/5005] lr: 6.5577e-02 eta: 12:26:48 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6881 2022/12/04 22:55:07 - mmengine - INFO - Epoch(train) [48][4600/5005] lr: 6.5552e-02 eta: 12:26:36 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6614 2022/12/04 22:55:19 - mmengine - INFO - Epoch(train) [48][4700/5005] lr: 6.5527e-02 eta: 12:26:23 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7156 2022/12/04 22:55:28 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:55:32 - mmengine - INFO - Epoch(train) [48][4800/5005] lr: 6.5502e-02 eta: 12:26:11 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.9271 2022/12/04 22:55:45 - mmengine - INFO - Epoch(train) [48][4900/5005] lr: 6.5477e-02 eta: 12:25:59 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7695 2022/12/04 22:55:57 - mmengine - INFO - Epoch(train) [48][5000/5005] lr: 6.5452e-02 eta: 12:25:47 time: 0.1259 data_time: 0.0023 memory: 4034 loss: 1.8752 2022/12/04 22:55:58 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:55:58 - mmengine - INFO - Saving checkpoint at 48 epochs 2022/12/04 22:56:05 - mmengine - INFO - Epoch(val) [48][100/196] eta: 0:00:03 time: 0.0359 data_time: 0.0088 memory: 4034 2022/12/04 22:56:18 - mmengine - INFO - Epoch(val) [48][196/196] accuracy/top1: 65.0760 accuracy/top5: 87.1120 2022/12/04 22:56:30 - mmengine - INFO - Epoch(train) [49][ 100/5005] lr: 6.5426e-02 eta: 12:25:34 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7337 2022/12/04 22:56:43 - mmengine - INFO - Epoch(train) [49][ 200/5005] lr: 6.5401e-02 eta: 12:25:22 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7693 2022/12/04 22:56:55 - mmengine - INFO - Epoch(train) [49][ 300/5005] lr: 6.5376e-02 eta: 12:25:09 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6667 2022/12/04 22:57:08 - mmengine - INFO - Epoch(train) [49][ 400/5005] lr: 6.5352e-02 eta: 12:24:57 time: 0.1246 data_time: 0.0014 memory: 4034 loss: 1.7090 2022/12/04 22:57:21 - mmengine - INFO - Epoch(train) [49][ 500/5005] lr: 6.5327e-02 eta: 12:24:45 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6554 2022/12/04 22:57:33 - mmengine - INFO - Epoch(train) [49][ 600/5005] lr: 6.5302e-02 eta: 12:24:32 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7313 2022/12/04 22:57:46 - mmengine - INFO - Epoch(train) [49][ 700/5005] lr: 6.5277e-02 eta: 12:24:20 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8797 2022/12/04 22:57:53 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 22:57:58 - mmengine - INFO - Epoch(train) [49][ 800/5005] lr: 6.5252e-02 eta: 12:24:08 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.5958 2022/12/04 22:58:11 - mmengine - INFO - Epoch(train) [49][ 900/5005] lr: 6.5227e-02 eta: 12:23:56 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6757 2022/12/04 22:58:23 - mmengine - INFO - Epoch(train) [49][1000/5005] lr: 6.5202e-02 eta: 12:23:43 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7504 2022/12/04 22:58:36 - mmengine - INFO - Epoch(train) [49][1100/5005] lr: 6.5177e-02 eta: 12:23:31 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7207 2022/12/04 22:58:48 - mmengine - INFO - Epoch(train) [49][1200/5005] lr: 6.5152e-02 eta: 12:23:19 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6421 2022/12/04 22:59:01 - mmengine - INFO - Epoch(train) [49][1300/5005] lr: 6.5127e-02 eta: 12:23:06 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.5882 2022/12/04 22:59:14 - mmengine - INFO - Epoch(train) [49][1400/5005] lr: 6.5102e-02 eta: 12:22:54 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6475 2022/12/04 22:59:26 - mmengine - INFO - Epoch(train) [49][1500/5005] lr: 6.5078e-02 eta: 12:22:42 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6699 2022/12/04 22:59:39 - mmengine - INFO - Epoch(train) [49][1600/5005] lr: 6.5053e-02 eta: 12:22:29 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8551 2022/12/04 22:59:51 - mmengine - INFO - Epoch(train) [49][1700/5005] lr: 6.5028e-02 eta: 12:22:17 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6452 2022/12/04 22:59:59 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:00:04 - mmengine - INFO - Epoch(train) [49][1800/5005] lr: 6.5003e-02 eta: 12:22:05 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8619 2022/12/04 23:00:16 - mmengine - INFO - Epoch(train) [49][1900/5005] lr: 6.4978e-02 eta: 12:21:53 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7349 2022/12/04 23:00:29 - mmengine - INFO - Epoch(train) [49][2000/5005] lr: 6.4953e-02 eta: 12:21:40 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.5867 2022/12/04 23:00:42 - mmengine - INFO - Epoch(train) [49][2100/5005] lr: 6.4928e-02 eta: 12:21:28 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7916 2022/12/04 23:00:54 - mmengine - INFO - Epoch(train) [49][2200/5005] lr: 6.4903e-02 eta: 12:21:16 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.5936 2022/12/04 23:01:07 - mmengine - INFO - Epoch(train) [49][2300/5005] lr: 6.4878e-02 eta: 12:21:03 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6676 2022/12/04 23:01:19 - mmengine - INFO - Epoch(train) [49][2400/5005] lr: 6.4853e-02 eta: 12:20:51 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8740 2022/12/04 23:01:32 - mmengine - INFO - Epoch(train) [49][2500/5005] lr: 6.4828e-02 eta: 12:20:39 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.7616 2022/12/04 23:01:44 - mmengine - INFO - Epoch(train) [49][2600/5005] lr: 6.4803e-02 eta: 12:20:26 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7466 2022/12/04 23:01:57 - mmengine - INFO - Epoch(train) [49][2700/5005] lr: 6.4778e-02 eta: 12:20:14 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8866 2022/12/04 23:02:04 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:02:09 - mmengine - INFO - Epoch(train) [49][2800/5005] lr: 6.4753e-02 eta: 12:20:02 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.9044 2022/12/04 23:02:22 - mmengine - INFO - Epoch(train) [49][2900/5005] lr: 6.4728e-02 eta: 12:19:50 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.5632 2022/12/04 23:02:35 - mmengine - INFO - Epoch(train) [49][3000/5005] lr: 6.4703e-02 eta: 12:19:37 time: 0.1252 data_time: 0.0014 memory: 4034 loss: 1.8710 2022/12/04 23:02:47 - mmengine - INFO - Epoch(train) [49][3100/5005] lr: 6.4678e-02 eta: 12:19:25 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7583 2022/12/04 23:03:00 - mmengine - INFO - Epoch(train) [49][3200/5005] lr: 6.4653e-02 eta: 12:19:13 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7795 2022/12/04 23:03:12 - mmengine - INFO - Epoch(train) [49][3300/5005] lr: 6.4628e-02 eta: 12:19:00 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7249 2022/12/04 23:03:25 - mmengine - INFO - Epoch(train) [49][3400/5005] lr: 6.4603e-02 eta: 12:18:48 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.5009 2022/12/04 23:03:37 - mmengine - INFO - Epoch(train) [49][3500/5005] lr: 6.4578e-02 eta: 12:18:36 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7765 2022/12/04 23:03:50 - mmengine - INFO - Epoch(train) [49][3600/5005] lr: 6.4553e-02 eta: 12:18:23 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6699 2022/12/04 23:04:03 - mmengine - INFO - Epoch(train) [49][3700/5005] lr: 6.4528e-02 eta: 12:18:11 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.5603 2022/12/04 23:04:10 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:04:15 - mmengine - INFO - Epoch(train) [49][3800/5005] lr: 6.4503e-02 eta: 12:17:59 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7020 2022/12/04 23:04:28 - mmengine - INFO - Epoch(train) [49][3900/5005] lr: 6.4478e-02 eta: 12:17:47 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.8343 2022/12/04 23:04:40 - mmengine - INFO - Epoch(train) [49][4000/5005] lr: 6.4453e-02 eta: 12:17:34 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6787 2022/12/04 23:04:53 - mmengine - INFO - Epoch(train) [49][4100/5005] lr: 6.4428e-02 eta: 12:17:22 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6636 2022/12/04 23:05:05 - mmengine - INFO - Epoch(train) [49][4200/5005] lr: 6.4403e-02 eta: 12:17:10 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7030 2022/12/04 23:05:18 - mmengine - INFO - Epoch(train) [49][4300/5005] lr: 6.4378e-02 eta: 12:16:57 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7438 2022/12/04 23:05:31 - mmengine - INFO - Epoch(train) [49][4400/5005] lr: 6.4353e-02 eta: 12:16:45 time: 0.1250 data_time: 0.0016 memory: 4034 loss: 1.7658 2022/12/04 23:05:43 - mmengine - INFO - Epoch(train) [49][4500/5005] lr: 6.4328e-02 eta: 12:16:33 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.7736 2022/12/04 23:05:56 - mmengine - INFO - Epoch(train) [49][4600/5005] lr: 6.4303e-02 eta: 12:16:20 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.8924 2022/12/04 23:06:08 - mmengine - INFO - Epoch(train) [49][4700/5005] lr: 6.4277e-02 eta: 12:16:08 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.8846 2022/12/04 23:06:16 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:06:21 - mmengine - INFO - Epoch(train) [49][4800/5005] lr: 6.4252e-02 eta: 12:15:56 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.9539 2022/12/04 23:06:33 - mmengine - INFO - Epoch(train) [49][4900/5005] lr: 6.4227e-02 eta: 12:15:44 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.9224 2022/12/04 23:06:46 - mmengine - INFO - Epoch(train) [49][5000/5005] lr: 6.4202e-02 eta: 12:15:31 time: 0.1260 data_time: 0.0023 memory: 4034 loss: 1.8297 2022/12/04 23:06:46 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:06:46 - mmengine - INFO - Saving checkpoint at 49 epochs 2022/12/04 23:06:53 - mmengine - INFO - Epoch(val) [49][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0080 memory: 4034 2022/12/04 23:07:06 - mmengine - INFO - Epoch(val) [49][196/196] accuracy/top1: 64.0820 accuracy/top5: 86.2940 2022/12/04 23:07:19 - mmengine - INFO - Epoch(train) [50][ 100/5005] lr: 6.4176e-02 eta: 12:15:19 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7170 2022/12/04 23:07:32 - mmengine - INFO - Epoch(train) [50][ 200/5005] lr: 6.4151e-02 eta: 12:15:06 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6241 2022/12/04 23:07:44 - mmengine - INFO - Epoch(train) [50][ 300/5005] lr: 6.4126e-02 eta: 12:14:54 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6682 2022/12/04 23:07:57 - mmengine - INFO - Epoch(train) [50][ 400/5005] lr: 6.4101e-02 eta: 12:14:42 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6423 2022/12/04 23:08:09 - mmengine - INFO - Epoch(train) [50][ 500/5005] lr: 6.4076e-02 eta: 12:14:29 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6441 2022/12/04 23:08:22 - mmengine - INFO - Epoch(train) [50][ 600/5005] lr: 6.4050e-02 eta: 12:14:17 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.9032 2022/12/04 23:08:34 - mmengine - INFO - Epoch(train) [50][ 700/5005] lr: 6.4025e-02 eta: 12:14:05 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6269 2022/12/04 23:08:41 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:08:47 - mmengine - INFO - Epoch(train) [50][ 800/5005] lr: 6.4000e-02 eta: 12:13:53 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.8016 2022/12/04 23:09:00 - mmengine - INFO - Epoch(train) [50][ 900/5005] lr: 6.3975e-02 eta: 12:13:40 time: 0.1248 data_time: 0.0015 memory: 4034 loss: 1.6744 2022/12/04 23:09:12 - mmengine - INFO - Epoch(train) [50][1000/5005] lr: 6.3950e-02 eta: 12:13:28 time: 0.1248 data_time: 0.0015 memory: 4034 loss: 1.6580 2022/12/04 23:09:25 - mmengine - INFO - Epoch(train) [50][1100/5005] lr: 6.3925e-02 eta: 12:13:16 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6375 2022/12/04 23:09:37 - mmengine - INFO - Epoch(train) [50][1200/5005] lr: 6.3900e-02 eta: 12:13:03 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.5943 2022/12/04 23:09:50 - mmengine - INFO - Epoch(train) [50][1300/5005] lr: 6.3875e-02 eta: 12:12:51 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6184 2022/12/04 23:10:02 - mmengine - INFO - Epoch(train) [50][1400/5005] lr: 6.3850e-02 eta: 12:12:39 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.5844 2022/12/04 23:10:15 - mmengine - INFO - Epoch(train) [50][1500/5005] lr: 6.3824e-02 eta: 12:12:26 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6375 2022/12/04 23:10:28 - mmengine - INFO - Epoch(train) [50][1600/5005] lr: 6.3799e-02 eta: 12:12:14 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.5798 2022/12/04 23:10:40 - mmengine - INFO - Epoch(train) [50][1700/5005] lr: 6.3774e-02 eta: 12:12:02 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6992 2022/12/04 23:10:47 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:10:53 - mmengine - INFO - Epoch(train) [50][1800/5005] lr: 6.3749e-02 eta: 12:11:49 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.9030 2022/12/04 23:11:05 - mmengine - INFO - Epoch(train) [50][1900/5005] lr: 6.3724e-02 eta: 12:11:37 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.4663 2022/12/04 23:11:18 - mmengine - INFO - Epoch(train) [50][2000/5005] lr: 6.3699e-02 eta: 12:11:25 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.6364 2022/12/04 23:11:30 - mmengine - INFO - Epoch(train) [50][2100/5005] lr: 6.3674e-02 eta: 12:11:13 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7524 2022/12/04 23:11:43 - mmengine - INFO - Epoch(train) [50][2200/5005] lr: 6.3648e-02 eta: 12:11:00 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6822 2022/12/04 23:11:55 - mmengine - INFO - Epoch(train) [50][2300/5005] lr: 6.3623e-02 eta: 12:10:48 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.9181 2022/12/04 23:12:08 - mmengine - INFO - Epoch(train) [50][2400/5005] lr: 6.3598e-02 eta: 12:10:36 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7535 2022/12/04 23:12:21 - mmengine - INFO - Epoch(train) [50][2500/5005] lr: 6.3573e-02 eta: 12:10:23 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7249 2022/12/04 23:12:33 - mmengine - INFO - Epoch(train) [50][2600/5005] lr: 6.3548e-02 eta: 12:10:11 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6718 2022/12/04 23:12:46 - mmengine - INFO - Epoch(train) [50][2700/5005] lr: 6.3523e-02 eta: 12:09:59 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7340 2022/12/04 23:12:53 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:12:58 - mmengine - INFO - Epoch(train) [50][2800/5005] lr: 6.3497e-02 eta: 12:09:46 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7903 2022/12/04 23:13:11 - mmengine - INFO - Epoch(train) [50][2900/5005] lr: 6.3472e-02 eta: 12:09:34 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7324 2022/12/04 23:13:23 - mmengine - INFO - Epoch(train) [50][3000/5005] lr: 6.3447e-02 eta: 12:09:22 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.5495 2022/12/04 23:13:36 - mmengine - INFO - Epoch(train) [50][3100/5005] lr: 6.3422e-02 eta: 12:09:09 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7498 2022/12/04 23:13:49 - mmengine - INFO - Epoch(train) [50][3200/5005] lr: 6.3397e-02 eta: 12:08:57 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.7868 2022/12/04 23:14:01 - mmengine - INFO - Epoch(train) [50][3300/5005] lr: 6.3371e-02 eta: 12:08:45 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7152 2022/12/04 23:14:14 - mmengine - INFO - Epoch(train) [50][3400/5005] lr: 6.3346e-02 eta: 12:08:33 time: 0.1252 data_time: 0.0014 memory: 4034 loss: 1.5467 2022/12/04 23:14:26 - mmengine - INFO - Epoch(train) [50][3500/5005] lr: 6.3321e-02 eta: 12:08:20 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.5792 2022/12/04 23:14:39 - mmengine - INFO - Epoch(train) [50][3600/5005] lr: 6.3296e-02 eta: 12:08:08 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.5459 2022/12/04 23:14:51 - mmengine - INFO - Epoch(train) [50][3700/5005] lr: 6.3271e-02 eta: 12:07:56 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.7370 2022/12/04 23:14:58 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:15:04 - mmengine - INFO - Epoch(train) [50][3800/5005] lr: 6.3245e-02 eta: 12:07:43 time: 0.1252 data_time: 0.0014 memory: 4034 loss: 1.6930 2022/12/04 23:15:17 - mmengine - INFO - Epoch(train) [50][3900/5005] lr: 6.3220e-02 eta: 12:07:31 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7158 2022/12/04 23:15:29 - mmengine - INFO - Epoch(train) [50][4000/5005] lr: 6.3195e-02 eta: 12:07:19 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8609 2022/12/04 23:15:42 - mmengine - INFO - Epoch(train) [50][4100/5005] lr: 6.3170e-02 eta: 12:07:06 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.6872 2022/12/04 23:15:54 - mmengine - INFO - Epoch(train) [50][4200/5005] lr: 6.3144e-02 eta: 12:06:54 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8378 2022/12/04 23:16:07 - mmengine - INFO - Epoch(train) [50][4300/5005] lr: 6.3119e-02 eta: 12:06:42 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8780 2022/12/04 23:16:19 - mmengine - INFO - Epoch(train) [50][4400/5005] lr: 6.3094e-02 eta: 12:06:30 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7627 2022/12/04 23:16:32 - mmengine - INFO - Epoch(train) [50][4500/5005] lr: 6.3069e-02 eta: 12:06:17 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.7391 2022/12/04 23:16:45 - mmengine - INFO - Epoch(train) [50][4600/5005] lr: 6.3043e-02 eta: 12:06:05 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.9825 2022/12/04 23:16:57 - mmengine - INFO - Epoch(train) [50][4700/5005] lr: 6.3018e-02 eta: 12:05:53 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.8349 2022/12/04 23:17:04 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:17:10 - mmengine - INFO - Epoch(train) [50][4800/5005] lr: 6.2993e-02 eta: 12:05:40 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.8098 2022/12/04 23:17:22 - mmengine - INFO - Epoch(train) [50][4900/5005] lr: 6.2968e-02 eta: 12:05:28 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.9083 2022/12/04 23:17:35 - mmengine - INFO - Epoch(train) [50][5000/5005] lr: 6.2942e-02 eta: 12:05:16 time: 0.1259 data_time: 0.0023 memory: 4034 loss: 1.8439 2022/12/04 23:17:35 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:17:35 - mmengine - INFO - Saving checkpoint at 50 epochs 2022/12/04 23:17:42 - mmengine - INFO - Epoch(val) [50][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0081 memory: 4034 2022/12/04 23:17:55 - mmengine - INFO - Epoch(val) [50][196/196] accuracy/top1: 65.0420 accuracy/top5: 86.8360 2022/12/04 23:18:08 - mmengine - INFO - Epoch(train) [51][ 100/5005] lr: 6.2916e-02 eta: 12:05:03 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6455 2022/12/04 23:18:21 - mmengine - INFO - Epoch(train) [51][ 200/5005] lr: 6.2891e-02 eta: 12:04:51 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6407 2022/12/04 23:18:33 - mmengine - INFO - Epoch(train) [51][ 300/5005] lr: 6.2865e-02 eta: 12:04:38 time: 0.1260 data_time: 0.0015 memory: 4034 loss: 1.5002 2022/12/04 23:18:46 - mmengine - INFO - Epoch(train) [51][ 400/5005] lr: 6.2840e-02 eta: 12:04:26 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.7594 2022/12/04 23:18:58 - mmengine - INFO - Epoch(train) [51][ 500/5005] lr: 6.2815e-02 eta: 12:04:14 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.8158 2022/12/04 23:19:11 - mmengine - INFO - Epoch(train) [51][ 600/5005] lr: 6.2790e-02 eta: 12:04:02 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6746 2022/12/04 23:19:23 - mmengine - INFO - Epoch(train) [51][ 700/5005] lr: 6.2764e-02 eta: 12:03:49 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6502 2022/12/04 23:19:30 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:19:36 - mmengine - INFO - Epoch(train) [51][ 800/5005] lr: 6.2739e-02 eta: 12:03:37 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 2.0011 2022/12/04 23:19:49 - mmengine - INFO - Epoch(train) [51][ 900/5005] lr: 6.2714e-02 eta: 12:03:25 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6264 2022/12/04 23:20:01 - mmengine - INFO - Epoch(train) [51][1000/5005] lr: 6.2688e-02 eta: 12:03:12 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.5086 2022/12/04 23:20:14 - mmengine - INFO - Epoch(train) [51][1100/5005] lr: 6.2663e-02 eta: 12:03:00 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8279 2022/12/04 23:20:26 - mmengine - INFO - Epoch(train) [51][1200/5005] lr: 6.2638e-02 eta: 12:02:48 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7156 2022/12/04 23:20:39 - mmengine - INFO - Epoch(train) [51][1300/5005] lr: 6.2612e-02 eta: 12:02:35 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7520 2022/12/04 23:20:51 - mmengine - INFO - Epoch(train) [51][1400/5005] lr: 6.2587e-02 eta: 12:02:23 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.7035 2022/12/04 23:21:04 - mmengine - INFO - Epoch(train) [51][1500/5005] lr: 6.2562e-02 eta: 12:02:11 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.7389 2022/12/04 23:21:16 - mmengine - INFO - Epoch(train) [51][1600/5005] lr: 6.2537e-02 eta: 12:01:58 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.5499 2022/12/04 23:21:29 - mmengine - INFO - Epoch(train) [51][1700/5005] lr: 6.2511e-02 eta: 12:01:46 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6640 2022/12/04 23:21:35 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:21:42 - mmengine - INFO - Epoch(train) [51][1800/5005] lr: 6.2486e-02 eta: 12:01:34 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.9270 2022/12/04 23:21:54 - mmengine - INFO - Epoch(train) [51][1900/5005] lr: 6.2461e-02 eta: 12:01:21 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6376 2022/12/04 23:22:07 - mmengine - INFO - Epoch(train) [51][2000/5005] lr: 6.2435e-02 eta: 12:01:09 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8564 2022/12/04 23:22:19 - mmengine - INFO - Epoch(train) [51][2100/5005] lr: 6.2410e-02 eta: 12:00:57 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.7715 2022/12/04 23:22:32 - mmengine - INFO - Epoch(train) [51][2200/5005] lr: 6.2385e-02 eta: 12:00:44 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.6438 2022/12/04 23:22:44 - mmengine - INFO - Epoch(train) [51][2300/5005] lr: 6.2359e-02 eta: 12:00:32 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6690 2022/12/04 23:22:57 - mmengine - INFO - Epoch(train) [51][2400/5005] lr: 6.2334e-02 eta: 12:00:20 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.6353 2022/12/04 23:23:09 - mmengine - INFO - Epoch(train) [51][2500/5005] lr: 6.2309e-02 eta: 12:00:07 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7481 2022/12/04 23:23:22 - mmengine - INFO - Epoch(train) [51][2600/5005] lr: 6.2283e-02 eta: 11:59:55 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7272 2022/12/04 23:23:35 - mmengine - INFO - Epoch(train) [51][2700/5005] lr: 6.2258e-02 eta: 11:59:43 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.8411 2022/12/04 23:23:41 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:23:47 - mmengine - INFO - Epoch(train) [51][2800/5005] lr: 6.2232e-02 eta: 11:59:30 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.5978 2022/12/04 23:24:00 - mmengine - INFO - Epoch(train) [51][2900/5005] lr: 6.2207e-02 eta: 11:59:18 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.5307 2022/12/04 23:24:12 - mmengine - INFO - Epoch(train) [51][3000/5005] lr: 6.2182e-02 eta: 11:59:06 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.5800 2022/12/04 23:24:25 - mmengine - INFO - Epoch(train) [51][3100/5005] lr: 6.2156e-02 eta: 11:58:54 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6950 2022/12/04 23:24:37 - mmengine - INFO - Epoch(train) [51][3200/5005] lr: 6.2131e-02 eta: 11:58:41 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7774 2022/12/04 23:24:50 - mmengine - INFO - Epoch(train) [51][3300/5005] lr: 6.2106e-02 eta: 11:58:29 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.8109 2022/12/04 23:25:03 - mmengine - INFO - Epoch(train) [51][3400/5005] lr: 6.2080e-02 eta: 11:58:17 time: 0.1248 data_time: 0.0015 memory: 4034 loss: 1.7093 2022/12/04 23:25:15 - mmengine - INFO - Epoch(train) [51][3500/5005] lr: 6.2055e-02 eta: 11:58:04 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.9158 2022/12/04 23:25:28 - mmengine - INFO - Epoch(train) [51][3600/5005] lr: 6.2030e-02 eta: 11:57:52 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7604 2022/12/04 23:25:40 - mmengine - INFO - Epoch(train) [51][3700/5005] lr: 6.2004e-02 eta: 11:57:40 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.8365 2022/12/04 23:25:47 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:25:53 - mmengine - INFO - Epoch(train) [51][3800/5005] lr: 6.1979e-02 eta: 11:57:27 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.5837 2022/12/04 23:26:05 - mmengine - INFO - Epoch(train) [51][3900/5005] lr: 6.1953e-02 eta: 11:57:15 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8301 2022/12/04 23:26:18 - mmengine - INFO - Epoch(train) [51][4000/5005] lr: 6.1928e-02 eta: 11:57:03 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6807 2022/12/04 23:26:31 - mmengine - INFO - Epoch(train) [51][4100/5005] lr: 6.1903e-02 eta: 11:56:50 time: 0.1254 data_time: 0.0014 memory: 4034 loss: 1.8869 2022/12/04 23:26:43 - mmengine - INFO - Epoch(train) [51][4200/5005] lr: 6.1877e-02 eta: 11:56:38 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8638 2022/12/04 23:26:56 - mmengine - INFO - Epoch(train) [51][4300/5005] lr: 6.1852e-02 eta: 11:56:26 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7556 2022/12/04 23:27:08 - mmengine - INFO - Epoch(train) [51][4400/5005] lr: 6.1826e-02 eta: 11:56:14 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7880 2022/12/04 23:27:21 - mmengine - INFO - Epoch(train) [51][4500/5005] lr: 6.1801e-02 eta: 11:56:01 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.4887 2022/12/04 23:27:33 - mmengine - INFO - Epoch(train) [51][4600/5005] lr: 6.1775e-02 eta: 11:55:49 time: 0.1252 data_time: 0.0014 memory: 4034 loss: 1.7911 2022/12/04 23:27:46 - mmengine - INFO - Epoch(train) [51][4700/5005] lr: 6.1750e-02 eta: 11:55:37 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.8475 2022/12/04 23:27:52 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:27:59 - mmengine - INFO - Epoch(train) [51][4800/5005] lr: 6.1725e-02 eta: 11:55:24 time: 0.1248 data_time: 0.0015 memory: 4034 loss: 1.8105 2022/12/04 23:28:11 - mmengine - INFO - Epoch(train) [51][4900/5005] lr: 6.1699e-02 eta: 11:55:12 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8510 2022/12/04 23:28:24 - mmengine - INFO - Epoch(train) [51][5000/5005] lr: 6.1674e-02 eta: 11:55:00 time: 0.1259 data_time: 0.0023 memory: 4034 loss: 1.6739 2022/12/04 23:28:24 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:28:24 - mmengine - INFO - Saving checkpoint at 51 epochs 2022/12/04 23:28:31 - mmengine - INFO - Epoch(val) [51][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0080 memory: 4034 2022/12/04 23:28:44 - mmengine - INFO - Epoch(val) [51][196/196] accuracy/top1: 65.8340 accuracy/top5: 87.3180 2022/12/04 23:28:57 - mmengine - INFO - Epoch(train) [52][ 100/5005] lr: 6.1647e-02 eta: 11:54:47 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.7069 2022/12/04 23:29:09 - mmengine - INFO - Epoch(train) [52][ 200/5005] lr: 6.1622e-02 eta: 11:54:35 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.5544 2022/12/04 23:29:22 - mmengine - INFO - Epoch(train) [52][ 300/5005] lr: 6.1596e-02 eta: 11:54:22 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7029 2022/12/04 23:29:35 - mmengine - INFO - Epoch(train) [52][ 400/5005] lr: 6.1571e-02 eta: 11:54:10 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6071 2022/12/04 23:29:47 - mmengine - INFO - Epoch(train) [52][ 500/5005] lr: 6.1545e-02 eta: 11:53:58 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.3971 2022/12/04 23:30:00 - mmengine - INFO - Epoch(train) [52][ 600/5005] lr: 6.1520e-02 eta: 11:53:45 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5170 2022/12/04 23:30:12 - mmengine - INFO - Epoch(train) [52][ 700/5005] lr: 6.1494e-02 eta: 11:53:33 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.4763 2022/12/04 23:30:18 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:30:25 - mmengine - INFO - Epoch(train) [52][ 800/5005] lr: 6.1469e-02 eta: 11:53:21 time: 0.1248 data_time: 0.0015 memory: 4034 loss: 1.5144 2022/12/04 23:30:37 - mmengine - INFO - Epoch(train) [52][ 900/5005] lr: 6.1444e-02 eta: 11:53:08 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.9285 2022/12/04 23:30:50 - mmengine - INFO - Epoch(train) [52][1000/5005] lr: 6.1418e-02 eta: 11:52:56 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.5770 2022/12/04 23:31:02 - mmengine - INFO - Epoch(train) [52][1100/5005] lr: 6.1393e-02 eta: 11:52:44 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6866 2022/12/04 23:31:15 - mmengine - INFO - Epoch(train) [52][1200/5005] lr: 6.1367e-02 eta: 11:52:31 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.6953 2022/12/04 23:31:28 - mmengine - INFO - Epoch(train) [52][1300/5005] lr: 6.1342e-02 eta: 11:52:19 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.6347 2022/12/04 23:31:40 - mmengine - INFO - Epoch(train) [52][1400/5005] lr: 6.1316e-02 eta: 11:52:07 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6700 2022/12/04 23:31:53 - mmengine - INFO - Epoch(train) [52][1500/5005] lr: 6.1291e-02 eta: 11:51:54 time: 0.1248 data_time: 0.0015 memory: 4034 loss: 1.6826 2022/12/04 23:32:05 - mmengine - INFO - Epoch(train) [52][1600/5005] lr: 6.1265e-02 eta: 11:51:42 time: 0.1248 data_time: 0.0015 memory: 4034 loss: 1.7573 2022/12/04 23:32:18 - mmengine - INFO - Epoch(train) [52][1700/5005] lr: 6.1240e-02 eta: 11:51:30 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.5006 2022/12/04 23:32:24 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:32:30 - mmengine - INFO - Epoch(train) [52][1800/5005] lr: 6.1214e-02 eta: 11:51:17 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8675 2022/12/04 23:32:43 - mmengine - INFO - Epoch(train) [52][1900/5005] lr: 6.1189e-02 eta: 11:51:05 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8539 2022/12/04 23:32:56 - mmengine - INFO - Epoch(train) [52][2000/5005] lr: 6.1163e-02 eta: 11:50:53 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7251 2022/12/04 23:33:08 - mmengine - INFO - Epoch(train) [52][2100/5005] lr: 6.1138e-02 eta: 11:50:40 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.8249 2022/12/04 23:33:21 - mmengine - INFO - Epoch(train) [52][2200/5005] lr: 6.1112e-02 eta: 11:50:28 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.8353 2022/12/04 23:33:33 - mmengine - INFO - Epoch(train) [52][2300/5005] lr: 6.1087e-02 eta: 11:50:16 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.7061 2022/12/04 23:33:46 - mmengine - INFO - Epoch(train) [52][2400/5005] lr: 6.1061e-02 eta: 11:50:04 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.8063 2022/12/04 23:33:59 - mmengine - INFO - Epoch(train) [52][2500/5005] lr: 6.1036e-02 eta: 11:49:51 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6660 2022/12/04 23:34:11 - mmengine - INFO - Epoch(train) [52][2600/5005] lr: 6.1010e-02 eta: 11:49:39 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.7124 2022/12/04 23:34:24 - mmengine - INFO - Epoch(train) [52][2700/5005] lr: 6.0985e-02 eta: 11:49:27 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7334 2022/12/04 23:34:29 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:34:36 - mmengine - INFO - Epoch(train) [52][2800/5005] lr: 6.0959e-02 eta: 11:49:14 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6795 2022/12/04 23:34:49 - mmengine - INFO - Epoch(train) [52][2900/5005] lr: 6.0934e-02 eta: 11:49:02 time: 0.1272 data_time: 0.0015 memory: 4034 loss: 1.7806 2022/12/04 23:35:01 - mmengine - INFO - Epoch(train) [52][3000/5005] lr: 6.0908e-02 eta: 11:48:50 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.5195 2022/12/04 23:35:14 - mmengine - INFO - Epoch(train) [52][3100/5005] lr: 6.0883e-02 eta: 11:48:37 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8334 2022/12/04 23:35:27 - mmengine - INFO - Epoch(train) [52][3200/5005] lr: 6.0857e-02 eta: 11:48:25 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.7856 2022/12/04 23:35:39 - mmengine - INFO - Epoch(train) [52][3300/5005] lr: 6.0832e-02 eta: 11:48:13 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.9401 2022/12/04 23:35:52 - mmengine - INFO - Epoch(train) [52][3400/5005] lr: 6.0806e-02 eta: 11:48:01 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.8649 2022/12/04 23:36:04 - mmengine - INFO - Epoch(train) [52][3500/5005] lr: 6.0781e-02 eta: 11:47:48 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.8989 2022/12/04 23:36:17 - mmengine - INFO - Epoch(train) [52][3600/5005] lr: 6.0755e-02 eta: 11:47:36 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.8286 2022/12/04 23:36:29 - mmengine - INFO - Epoch(train) [52][3700/5005] lr: 6.0729e-02 eta: 11:47:24 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.6802 2022/12/04 23:36:35 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:36:42 - mmengine - INFO - Epoch(train) [52][3800/5005] lr: 6.0704e-02 eta: 11:47:11 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6834 2022/12/04 23:36:55 - mmengine - INFO - Epoch(train) [52][3900/5005] lr: 6.0678e-02 eta: 11:46:59 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.8392 2022/12/04 23:37:07 - mmengine - INFO - Epoch(train) [52][4000/5005] lr: 6.0653e-02 eta: 11:46:47 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.4950 2022/12/04 23:37:20 - mmengine - INFO - Epoch(train) [52][4100/5005] lr: 6.0627e-02 eta: 11:46:34 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6452 2022/12/04 23:37:32 - mmengine - INFO - Epoch(train) [52][4200/5005] lr: 6.0602e-02 eta: 11:46:22 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7641 2022/12/04 23:37:45 - mmengine - INFO - Epoch(train) [52][4300/5005] lr: 6.0576e-02 eta: 11:46:10 time: 0.1250 data_time: 0.0016 memory: 4034 loss: 1.6607 2022/12/04 23:37:57 - mmengine - INFO - Epoch(train) [52][4400/5005] lr: 6.0551e-02 eta: 11:45:57 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 2.0181 2022/12/04 23:38:10 - mmengine - INFO - Epoch(train) [52][4500/5005] lr: 6.0525e-02 eta: 11:45:45 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7344 2022/12/04 23:38:23 - mmengine - INFO - Epoch(train) [52][4600/5005] lr: 6.0499e-02 eta: 11:45:33 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6230 2022/12/04 23:38:35 - mmengine - INFO - Epoch(train) [52][4700/5005] lr: 6.0474e-02 eta: 11:45:20 time: 0.1248 data_time: 0.0014 memory: 4034 loss: 1.6483 2022/12/04 23:38:41 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:38:48 - mmengine - INFO - Epoch(train) [52][4800/5005] lr: 6.0448e-02 eta: 11:45:08 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7116 2022/12/04 23:39:00 - mmengine - INFO - Epoch(train) [52][4900/5005] lr: 6.0423e-02 eta: 11:44:56 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.4526 2022/12/04 23:39:13 - mmengine - INFO - Epoch(train) [52][5000/5005] lr: 6.0397e-02 eta: 11:44:43 time: 0.1260 data_time: 0.0024 memory: 4034 loss: 1.6369 2022/12/04 23:39:13 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:39:13 - mmengine - INFO - Saving checkpoint at 52 epochs 2022/12/04 23:39:20 - mmengine - INFO - Epoch(val) [52][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0083 memory: 4034 2022/12/04 23:39:33 - mmengine - INFO - Epoch(val) [52][196/196] accuracy/top1: 65.1680 accuracy/top5: 87.0620 2022/12/04 23:39:46 - mmengine - INFO - Epoch(train) [53][ 100/5005] lr: 6.0370e-02 eta: 11:44:31 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.5327 2022/12/04 23:39:59 - mmengine - INFO - Epoch(train) [53][ 200/5005] lr: 6.0345e-02 eta: 11:44:18 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7688 2022/12/04 23:40:11 - mmengine - INFO - Epoch(train) [53][ 300/5005] lr: 6.0319e-02 eta: 11:44:06 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.8555 2022/12/04 23:40:24 - mmengine - INFO - Epoch(train) [53][ 400/5005] lr: 6.0293e-02 eta: 11:43:54 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6463 2022/12/04 23:40:36 - mmengine - INFO - Epoch(train) [53][ 500/5005] lr: 6.0268e-02 eta: 11:43:41 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.4811 2022/12/04 23:40:49 - mmengine - INFO - Epoch(train) [53][ 600/5005] lr: 6.0242e-02 eta: 11:43:29 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6570 2022/12/04 23:41:02 - mmengine - INFO - Epoch(train) [53][ 700/5005] lr: 6.0217e-02 eta: 11:43:17 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.7397 2022/12/04 23:41:07 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:41:14 - mmengine - INFO - Epoch(train) [53][ 800/5005] lr: 6.0191e-02 eta: 11:43:04 time: 0.1252 data_time: 0.0017 memory: 4034 loss: 1.6626 2022/12/04 23:41:27 - mmengine - INFO - Epoch(train) [53][ 900/5005] lr: 6.0165e-02 eta: 11:42:52 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.7210 2022/12/04 23:41:39 - mmengine - INFO - Epoch(train) [53][1000/5005] lr: 6.0140e-02 eta: 11:42:40 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.7152 2022/12/04 23:41:52 - mmengine - INFO - Epoch(train) [53][1100/5005] lr: 6.0114e-02 eta: 11:42:27 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6222 2022/12/04 23:42:04 - mmengine - INFO - Epoch(train) [53][1200/5005] lr: 6.0089e-02 eta: 11:42:15 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6185 2022/12/04 23:42:17 - mmengine - INFO - Epoch(train) [53][1300/5005] lr: 6.0063e-02 eta: 11:42:03 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.5730 2022/12/04 23:42:30 - mmengine - INFO - Epoch(train) [53][1400/5005] lr: 6.0037e-02 eta: 11:41:50 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6919 2022/12/04 23:42:42 - mmengine - INFO - Epoch(train) [53][1500/5005] lr: 6.0012e-02 eta: 11:41:38 time: 0.1298 data_time: 0.0015 memory: 4034 loss: 1.8556 2022/12/04 23:42:55 - mmengine - INFO - Epoch(train) [53][1600/5005] lr: 5.9986e-02 eta: 11:41:26 time: 0.1252 data_time: 0.0014 memory: 4034 loss: 1.8699 2022/12/04 23:43:07 - mmengine - INFO - Epoch(train) [53][1700/5005] lr: 5.9961e-02 eta: 11:41:14 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.5883 2022/12/04 23:43:12 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:43:20 - mmengine - INFO - Epoch(train) [53][1800/5005] lr: 5.9935e-02 eta: 11:41:01 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6354 2022/12/04 23:43:33 - mmengine - INFO - Epoch(train) [53][1900/5005] lr: 5.9909e-02 eta: 11:40:49 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6395 2022/12/04 23:43:45 - mmengine - INFO - Epoch(train) [53][2000/5005] lr: 5.9884e-02 eta: 11:40:37 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.8832 2022/12/04 23:43:58 - mmengine - INFO - Epoch(train) [53][2100/5005] lr: 5.9858e-02 eta: 11:40:24 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6972 2022/12/04 23:44:10 - mmengine - INFO - Epoch(train) [53][2200/5005] lr: 5.9832e-02 eta: 11:40:12 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6806 2022/12/04 23:44:23 - mmengine - INFO - Epoch(train) [53][2300/5005] lr: 5.9807e-02 eta: 11:40:00 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7600 2022/12/04 23:44:35 - mmengine - INFO - Epoch(train) [53][2400/5005] lr: 5.9781e-02 eta: 11:39:47 time: 0.1252 data_time: 0.0014 memory: 4034 loss: 1.6578 2022/12/04 23:44:48 - mmengine - INFO - Epoch(train) [53][2500/5005] lr: 5.9755e-02 eta: 11:39:35 time: 0.1251 data_time: 0.0016 memory: 4034 loss: 1.5296 2022/12/04 23:45:01 - mmengine - INFO - Epoch(train) [53][2600/5005] lr: 5.9730e-02 eta: 11:39:23 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.9210 2022/12/04 23:45:13 - mmengine - INFO - Epoch(train) [53][2700/5005] lr: 5.9704e-02 eta: 11:39:10 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7696 2022/12/04 23:45:18 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:45:26 - mmengine - INFO - Epoch(train) [53][2800/5005] lr: 5.9678e-02 eta: 11:38:58 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.7046 2022/12/04 23:45:38 - mmengine - INFO - Epoch(train) [53][2900/5005] lr: 5.9653e-02 eta: 11:38:46 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.5294 2022/12/04 23:45:51 - mmengine - INFO - Epoch(train) [53][3000/5005] lr: 5.9627e-02 eta: 11:38:33 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7650 2022/12/04 23:46:03 - mmengine - INFO - Epoch(train) [53][3100/5005] lr: 5.9601e-02 eta: 11:38:21 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7256 2022/12/04 23:46:16 - mmengine - INFO - Epoch(train) [53][3200/5005] lr: 5.9576e-02 eta: 11:38:09 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.6066 2022/12/04 23:46:29 - mmengine - INFO - Epoch(train) [53][3300/5005] lr: 5.9550e-02 eta: 11:37:56 time: 0.1252 data_time: 0.0017 memory: 4034 loss: 1.6742 2022/12/04 23:46:41 - mmengine - INFO - Epoch(train) [53][3400/5005] lr: 5.9524e-02 eta: 11:37:44 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.5618 2022/12/04 23:46:54 - mmengine - INFO - Epoch(train) [53][3500/5005] lr: 5.9499e-02 eta: 11:37:32 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.7229 2022/12/04 23:47:06 - mmengine - INFO - Epoch(train) [53][3600/5005] lr: 5.9473e-02 eta: 11:37:19 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.4892 2022/12/04 23:47:19 - mmengine - INFO - Epoch(train) [53][3700/5005] lr: 5.9447e-02 eta: 11:37:07 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.4356 2022/12/04 23:47:24 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:47:31 - mmengine - INFO - Epoch(train) [53][3800/5005] lr: 5.9422e-02 eta: 11:36:55 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.7966 2022/12/04 23:47:44 - mmengine - INFO - Epoch(train) [53][3900/5005] lr: 5.9396e-02 eta: 11:36:42 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.4338 2022/12/04 23:47:57 - mmengine - INFO - Epoch(train) [53][4000/5005] lr: 5.9370e-02 eta: 11:36:30 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.5477 2022/12/04 23:48:09 - mmengine - INFO - Epoch(train) [53][4100/5005] lr: 5.9345e-02 eta: 11:36:18 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.7594 2022/12/04 23:48:22 - mmengine - INFO - Epoch(train) [53][4200/5005] lr: 5.9319e-02 eta: 11:36:06 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7094 2022/12/04 23:48:34 - mmengine - INFO - Epoch(train) [53][4300/5005] lr: 5.9293e-02 eta: 11:35:53 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.5587 2022/12/04 23:48:47 - mmengine - INFO - Epoch(train) [53][4400/5005] lr: 5.9268e-02 eta: 11:35:41 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.7408 2022/12/04 23:49:00 - mmengine - INFO - Epoch(train) [53][4500/5005] lr: 5.9242e-02 eta: 11:35:29 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7514 2022/12/04 23:49:12 - mmengine - INFO - Epoch(train) [53][4600/5005] lr: 5.9216e-02 eta: 11:35:16 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6579 2022/12/04 23:49:25 - mmengine - INFO - Epoch(train) [53][4700/5005] lr: 5.9190e-02 eta: 11:35:04 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.7380 2022/12/04 23:49:30 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:49:37 - mmengine - INFO - Epoch(train) [53][4800/5005] lr: 5.9165e-02 eta: 11:34:52 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.5735 2022/12/04 23:49:50 - mmengine - INFO - Epoch(train) [53][4900/5005] lr: 5.9139e-02 eta: 11:34:39 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7133 2022/12/04 23:50:02 - mmengine - INFO - Epoch(train) [53][5000/5005] lr: 5.9113e-02 eta: 11:34:27 time: 0.1262 data_time: 0.0024 memory: 4034 loss: 1.7934 2022/12/04 23:50:03 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:50:03 - mmengine - INFO - Saving checkpoint at 53 epochs 2022/12/04 23:50:10 - mmengine - INFO - Epoch(val) [53][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0081 memory: 4034 2022/12/04 23:50:23 - mmengine - INFO - Epoch(val) [53][196/196] accuracy/top1: 65.1220 accuracy/top5: 87.0260 2022/12/04 23:50:36 - mmengine - INFO - Epoch(train) [54][ 100/5005] lr: 5.9086e-02 eta: 11:34:15 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.7254 2022/12/04 23:50:48 - mmengine - INFO - Epoch(train) [54][ 200/5005] lr: 5.9061e-02 eta: 11:34:02 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6699 2022/12/04 23:51:01 - mmengine - INFO - Epoch(train) [54][ 300/5005] lr: 5.9035e-02 eta: 11:33:50 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.4878 2022/12/04 23:51:14 - mmengine - INFO - Epoch(train) [54][ 400/5005] lr: 5.9009e-02 eta: 11:33:38 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.8204 2022/12/04 23:51:26 - mmengine - INFO - Epoch(train) [54][ 500/5005] lr: 5.8983e-02 eta: 11:33:25 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6088 2022/12/04 23:51:39 - mmengine - INFO - Epoch(train) [54][ 600/5005] lr: 5.8958e-02 eta: 11:33:13 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5411 2022/12/04 23:51:51 - mmengine - INFO - Epoch(train) [54][ 700/5005] lr: 5.8932e-02 eta: 11:33:01 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.6421 2022/12/04 23:51:56 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:52:04 - mmengine - INFO - Epoch(train) [54][ 800/5005] lr: 5.8906e-02 eta: 11:32:48 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.6389 2022/12/04 23:52:17 - mmengine - INFO - Epoch(train) [54][ 900/5005] lr: 5.8880e-02 eta: 11:32:36 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7113 2022/12/04 23:52:29 - mmengine - INFO - Epoch(train) [54][1000/5005] lr: 5.8855e-02 eta: 11:32:24 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7279 2022/12/04 23:52:42 - mmengine - INFO - Epoch(train) [54][1100/5005] lr: 5.8829e-02 eta: 11:32:11 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.8205 2022/12/04 23:52:54 - mmengine - INFO - Epoch(train) [54][1200/5005] lr: 5.8803e-02 eta: 11:31:59 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.4080 2022/12/04 23:53:07 - mmengine - INFO - Epoch(train) [54][1300/5005] lr: 5.8778e-02 eta: 11:31:47 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.8064 2022/12/04 23:53:20 - mmengine - INFO - Epoch(train) [54][1400/5005] lr: 5.8752e-02 eta: 11:31:34 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.4424 2022/12/04 23:53:32 - mmengine - INFO - Epoch(train) [54][1500/5005] lr: 5.8726e-02 eta: 11:31:22 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6569 2022/12/04 23:53:45 - mmengine - INFO - Epoch(train) [54][1600/5005] lr: 5.8700e-02 eta: 11:31:10 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7432 2022/12/04 23:53:57 - mmengine - INFO - Epoch(train) [54][1700/5005] lr: 5.8675e-02 eta: 11:30:58 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.4361 2022/12/04 23:54:02 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:54:10 - mmengine - INFO - Epoch(train) [54][1800/5005] lr: 5.8649e-02 eta: 11:30:45 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6684 2022/12/04 23:54:22 - mmengine - INFO - Epoch(train) [54][1900/5005] lr: 5.8623e-02 eta: 11:30:33 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.8295 2022/12/04 23:54:35 - mmengine - INFO - Epoch(train) [54][2000/5005] lr: 5.8597e-02 eta: 11:30:21 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5509 2022/12/04 23:54:48 - mmengine - INFO - Epoch(train) [54][2100/5005] lr: 5.8571e-02 eta: 11:30:08 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.4445 2022/12/04 23:55:00 - mmengine - INFO - Epoch(train) [54][2200/5005] lr: 5.8546e-02 eta: 11:29:56 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.8739 2022/12/04 23:55:13 - mmengine - INFO - Epoch(train) [54][2300/5005] lr: 5.8520e-02 eta: 11:29:44 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.7203 2022/12/04 23:55:25 - mmengine - INFO - Epoch(train) [54][2400/5005] lr: 5.8494e-02 eta: 11:29:31 time: 0.1257 data_time: 0.0015 memory: 4034 loss: 1.7335 2022/12/04 23:55:38 - mmengine - INFO - Epoch(train) [54][2500/5005] lr: 5.8468e-02 eta: 11:29:19 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.7988 2022/12/04 23:55:51 - mmengine - INFO - Epoch(train) [54][2600/5005] lr: 5.8443e-02 eta: 11:29:07 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.4977 2022/12/04 23:56:03 - mmengine - INFO - Epoch(train) [54][2700/5005] lr: 5.8417e-02 eta: 11:28:54 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6025 2022/12/04 23:56:08 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:56:16 - mmengine - INFO - Epoch(train) [54][2800/5005] lr: 5.8391e-02 eta: 11:28:42 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.7222 2022/12/04 23:56:28 - mmengine - INFO - Epoch(train) [54][2900/5005] lr: 5.8365e-02 eta: 11:28:30 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.6083 2022/12/04 23:56:41 - mmengine - INFO - Epoch(train) [54][3000/5005] lr: 5.8339e-02 eta: 11:28:17 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.7044 2022/12/04 23:56:53 - mmengine - INFO - Epoch(train) [54][3100/5005] lr: 5.8314e-02 eta: 11:28:05 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.7382 2022/12/04 23:57:06 - mmengine - INFO - Epoch(train) [54][3200/5005] lr: 5.8288e-02 eta: 11:27:53 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.8374 2022/12/04 23:57:19 - mmengine - INFO - Epoch(train) [54][3300/5005] lr: 5.8262e-02 eta: 11:27:40 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.9276 2022/12/04 23:57:31 - mmengine - INFO - Epoch(train) [54][3400/5005] lr: 5.8236e-02 eta: 11:27:28 time: 0.1251 data_time: 0.0016 memory: 4034 loss: 1.6338 2022/12/04 23:57:44 - mmengine - INFO - Epoch(train) [54][3500/5005] lr: 5.8211e-02 eta: 11:27:16 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6086 2022/12/04 23:57:56 - mmengine - INFO - Epoch(train) [54][3600/5005] lr: 5.8185e-02 eta: 11:27:03 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.5892 2022/12/04 23:58:09 - mmengine - INFO - Epoch(train) [54][3700/5005] lr: 5.8159e-02 eta: 11:26:51 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.5411 2022/12/04 23:58:13 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/04 23:58:22 - mmengine - INFO - Epoch(train) [54][3800/5005] lr: 5.8133e-02 eta: 11:26:39 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5505 2022/12/04 23:58:34 - mmengine - INFO - Epoch(train) [54][3900/5005] lr: 5.8107e-02 eta: 11:26:27 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.9337 2022/12/04 23:58:47 - mmengine - INFO - Epoch(train) [54][4000/5005] lr: 5.8081e-02 eta: 11:26:14 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7090 2022/12/04 23:58:59 - mmengine - INFO - Epoch(train) [54][4100/5005] lr: 5.8056e-02 eta: 11:26:02 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.6340 2022/12/04 23:59:12 - mmengine - INFO - Epoch(train) [54][4200/5005] lr: 5.8030e-02 eta: 11:25:50 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6880 2022/12/04 23:59:25 - mmengine - INFO - Epoch(train) [54][4300/5005] lr: 5.8004e-02 eta: 11:25:37 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6400 2022/12/04 23:59:37 - mmengine - INFO - Epoch(train) [54][4400/5005] lr: 5.7978e-02 eta: 11:25:25 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.7837 2022/12/04 23:59:50 - mmengine - INFO - Epoch(train) [54][4500/5005] lr: 5.7952e-02 eta: 11:25:13 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.7691 2022/12/05 00:00:02 - mmengine - INFO - Epoch(train) [54][4600/5005] lr: 5.7927e-02 eta: 11:25:00 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6615 2022/12/05 00:00:15 - mmengine - INFO - Epoch(train) [54][4700/5005] lr: 5.7901e-02 eta: 11:24:48 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.5817 2022/12/05 00:00:19 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:00:27 - mmengine - INFO - Epoch(train) [54][4800/5005] lr: 5.7875e-02 eta: 11:24:36 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6658 2022/12/05 00:00:40 - mmengine - INFO - Epoch(train) [54][4900/5005] lr: 5.7849e-02 eta: 11:24:23 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.4079 2022/12/05 00:00:53 - mmengine - INFO - Epoch(train) [54][5000/5005] lr: 5.7823e-02 eta: 11:24:11 time: 0.1261 data_time: 0.0024 memory: 4034 loss: 1.6386 2022/12/05 00:00:53 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:00:53 - mmengine - INFO - Saving checkpoint at 54 epochs 2022/12/05 00:01:00 - mmengine - INFO - Epoch(val) [54][100/196] eta: 0:00:03 time: 0.0412 data_time: 0.0078 memory: 4034 2022/12/05 00:01:13 - mmengine - INFO - Epoch(val) [54][196/196] accuracy/top1: 65.8680 accuracy/top5: 87.6380 2022/12/05 00:01:26 - mmengine - INFO - Epoch(train) [55][ 100/5005] lr: 5.7796e-02 eta: 11:23:58 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.6693 2022/12/05 00:01:38 - mmengine - INFO - Epoch(train) [55][ 200/5005] lr: 5.7770e-02 eta: 11:23:46 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6293 2022/12/05 00:01:51 - mmengine - INFO - Epoch(train) [55][ 300/5005] lr: 5.7744e-02 eta: 11:23:34 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.4294 2022/12/05 00:02:03 - mmengine - INFO - Epoch(train) [55][ 400/5005] lr: 5.7719e-02 eta: 11:23:21 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.5764 2022/12/05 00:02:16 - mmengine - INFO - Epoch(train) [55][ 500/5005] lr: 5.7693e-02 eta: 11:23:09 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6278 2022/12/05 00:02:29 - mmengine - INFO - Epoch(train) [55][ 600/5005] lr: 5.7667e-02 eta: 11:22:57 time: 0.1250 data_time: 0.0016 memory: 4034 loss: 1.4797 2022/12/05 00:02:41 - mmengine - INFO - Epoch(train) [55][ 700/5005] lr: 5.7641e-02 eta: 11:22:44 time: 0.1248 data_time: 0.0015 memory: 4034 loss: 1.4419 2022/12/05 00:02:45 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:02:54 - mmengine - INFO - Epoch(train) [55][ 800/5005] lr: 5.7615e-02 eta: 11:22:32 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.5207 2022/12/05 00:03:06 - mmengine - INFO - Epoch(train) [55][ 900/5005] lr: 5.7589e-02 eta: 11:22:20 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6565 2022/12/05 00:03:19 - mmengine - INFO - Epoch(train) [55][1000/5005] lr: 5.7564e-02 eta: 11:22:07 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6409 2022/12/05 00:03:32 - mmengine - INFO - Epoch(train) [55][1100/5005] lr: 5.7538e-02 eta: 11:21:55 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.9244 2022/12/05 00:03:44 - mmengine - INFO - Epoch(train) [55][1200/5005] lr: 5.7512e-02 eta: 11:21:43 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5086 2022/12/05 00:03:57 - mmengine - INFO - Epoch(train) [55][1300/5005] lr: 5.7486e-02 eta: 11:21:30 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5173 2022/12/05 00:04:09 - mmengine - INFO - Epoch(train) [55][1400/5005] lr: 5.7460e-02 eta: 11:21:18 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5954 2022/12/05 00:04:22 - mmengine - INFO - Epoch(train) [55][1500/5005] lr: 5.7434e-02 eta: 11:21:06 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6828 2022/12/05 00:04:34 - mmengine - INFO - Epoch(train) [55][1600/5005] lr: 5.7408e-02 eta: 11:20:53 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.4092 2022/12/05 00:04:47 - mmengine - INFO - Epoch(train) [55][1700/5005] lr: 5.7383e-02 eta: 11:20:41 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.4801 2022/12/05 00:04:51 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:05:00 - mmengine - INFO - Epoch(train) [55][1800/5005] lr: 5.7357e-02 eta: 11:20:29 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.4090 2022/12/05 00:05:12 - mmengine - INFO - Epoch(train) [55][1900/5005] lr: 5.7331e-02 eta: 11:20:16 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6436 2022/12/05 00:05:25 - mmengine - INFO - Epoch(train) [55][2000/5005] lr: 5.7305e-02 eta: 11:20:04 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.5735 2022/12/05 00:05:37 - mmengine - INFO - Epoch(train) [55][2100/5005] lr: 5.7279e-02 eta: 11:19:52 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.5377 2022/12/05 00:05:50 - mmengine - INFO - Epoch(train) [55][2200/5005] lr: 5.7253e-02 eta: 11:19:39 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.7099 2022/12/05 00:06:03 - mmengine - INFO - Epoch(train) [55][2300/5005] lr: 5.7227e-02 eta: 11:19:27 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.4822 2022/12/05 00:06:15 - mmengine - INFO - Epoch(train) [55][2400/5005] lr: 5.7201e-02 eta: 11:19:15 time: 0.1251 data_time: 0.0016 memory: 4034 loss: 1.7906 2022/12/05 00:06:28 - mmengine - INFO - Epoch(train) [55][2500/5005] lr: 5.7176e-02 eta: 11:19:02 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.9581 2022/12/05 00:06:40 - mmengine - INFO - Epoch(train) [55][2600/5005] lr: 5.7150e-02 eta: 11:18:50 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.5662 2022/12/05 00:06:53 - mmengine - INFO - Epoch(train) [55][2700/5005] lr: 5.7124e-02 eta: 11:18:38 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.4145 2022/12/05 00:06:57 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:07:06 - mmengine - INFO - Epoch(train) [55][2800/5005] lr: 5.7098e-02 eta: 11:18:26 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6448 2022/12/05 00:07:18 - mmengine - INFO - Epoch(train) [55][2900/5005] lr: 5.7072e-02 eta: 11:18:13 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.7460 2022/12/05 00:07:31 - mmengine - INFO - Epoch(train) [55][3000/5005] lr: 5.7046e-02 eta: 11:18:01 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.7617 2022/12/05 00:07:43 - mmengine - INFO - Epoch(train) [55][3100/5005] lr: 5.7020e-02 eta: 11:17:49 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.5239 2022/12/05 00:07:56 - mmengine - INFO - Epoch(train) [55][3200/5005] lr: 5.6994e-02 eta: 11:17:36 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.8759 2022/12/05 00:08:08 - mmengine - INFO - Epoch(train) [55][3300/5005] lr: 5.6968e-02 eta: 11:17:24 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.7127 2022/12/05 00:08:21 - mmengine - INFO - Epoch(train) [55][3400/5005] lr: 5.6943e-02 eta: 11:17:12 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.4083 2022/12/05 00:08:34 - mmengine - INFO - Epoch(train) [55][3500/5005] lr: 5.6917e-02 eta: 11:16:59 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7061 2022/12/05 00:08:46 - mmengine - INFO - Epoch(train) [55][3600/5005] lr: 5.6891e-02 eta: 11:16:47 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.4296 2022/12/05 00:08:59 - mmengine - INFO - Epoch(train) [55][3700/5005] lr: 5.6865e-02 eta: 11:16:35 time: 0.1282 data_time: 0.0015 memory: 4034 loss: 1.8080 2022/12/05 00:09:03 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:09:11 - mmengine - INFO - Epoch(train) [55][3800/5005] lr: 5.6839e-02 eta: 11:16:22 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6380 2022/12/05 00:09:24 - mmengine - INFO - Epoch(train) [55][3900/5005] lr: 5.6813e-02 eta: 11:16:10 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.5194 2022/12/05 00:09:37 - mmengine - INFO - Epoch(train) [55][4000/5005] lr: 5.6787e-02 eta: 11:15:58 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5053 2022/12/05 00:09:49 - mmengine - INFO - Epoch(train) [55][4100/5005] lr: 5.6761e-02 eta: 11:15:45 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.7650 2022/12/05 00:10:02 - mmengine - INFO - Epoch(train) [55][4200/5005] lr: 5.6735e-02 eta: 11:15:33 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.9100 2022/12/05 00:10:14 - mmengine - INFO - Epoch(train) [55][4300/5005] lr: 5.6709e-02 eta: 11:15:21 time: 0.1250 data_time: 0.0014 memory: 4034 loss: 1.6343 2022/12/05 00:10:27 - mmengine - INFO - Epoch(train) [55][4400/5005] lr: 5.6683e-02 eta: 11:15:08 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.5708 2022/12/05 00:10:40 - mmengine - INFO - Epoch(train) [55][4500/5005] lr: 5.6657e-02 eta: 11:14:56 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7429 2022/12/05 00:10:52 - mmengine - INFO - Epoch(train) [55][4600/5005] lr: 5.6632e-02 eta: 11:14:44 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6491 2022/12/05 00:11:05 - mmengine - INFO - Epoch(train) [55][4700/5005] lr: 5.6606e-02 eta: 11:14:31 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.8911 2022/12/05 00:11:08 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:11:17 - mmengine - INFO - Epoch(train) [55][4800/5005] lr: 5.6580e-02 eta: 11:14:19 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.7902 2022/12/05 00:11:30 - mmengine - INFO - Epoch(train) [55][4900/5005] lr: 5.6554e-02 eta: 11:14:07 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5563 2022/12/05 00:11:42 - mmengine - INFO - Epoch(train) [55][5000/5005] lr: 5.6528e-02 eta: 11:13:54 time: 0.1260 data_time: 0.0025 memory: 4034 loss: 1.4383 2022/12/05 00:11:43 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:11:43 - mmengine - INFO - Saving checkpoint at 55 epochs 2022/12/05 00:11:50 - mmengine - INFO - Epoch(val) [55][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0080 memory: 4034 2022/12/05 00:12:03 - mmengine - INFO - Epoch(val) [55][196/196] accuracy/top1: 66.1800 accuracy/top5: 87.5000 2022/12/05 00:12:16 - mmengine - INFO - Epoch(train) [56][ 100/5005] lr: 5.6501e-02 eta: 11:13:42 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.4296 2022/12/05 00:12:28 - mmengine - INFO - Epoch(train) [56][ 200/5005] lr: 5.6475e-02 eta: 11:13:29 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.4233 2022/12/05 00:12:41 - mmengine - INFO - Epoch(train) [56][ 300/5005] lr: 5.6449e-02 eta: 11:13:17 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.8350 2022/12/05 00:12:53 - mmengine - INFO - Epoch(train) [56][ 400/5005] lr: 5.6423e-02 eta: 11:13:05 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5674 2022/12/05 00:13:06 - mmengine - INFO - Epoch(train) [56][ 500/5005] lr: 5.6397e-02 eta: 11:12:52 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.4253 2022/12/05 00:13:19 - mmengine - INFO - Epoch(train) [56][ 600/5005] lr: 5.6371e-02 eta: 11:12:40 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7451 2022/12/05 00:13:31 - mmengine - INFO - Epoch(train) [56][ 700/5005] lr: 5.6345e-02 eta: 11:12:28 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7936 2022/12/05 00:13:34 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:13:44 - mmengine - INFO - Epoch(train) [56][ 800/5005] lr: 5.6319e-02 eta: 11:12:15 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7503 2022/12/05 00:13:56 - mmengine - INFO - Epoch(train) [56][ 900/5005] lr: 5.6293e-02 eta: 11:12:03 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6852 2022/12/05 00:14:09 - mmengine - INFO - Epoch(train) [56][1000/5005] lr: 5.6267e-02 eta: 11:11:51 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6123 2022/12/05 00:14:21 - mmengine - INFO - Epoch(train) [56][1100/5005] lr: 5.6241e-02 eta: 11:11:38 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6304 2022/12/05 00:14:34 - mmengine - INFO - Epoch(train) [56][1200/5005] lr: 5.6215e-02 eta: 11:11:26 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.4113 2022/12/05 00:14:47 - mmengine - INFO - Epoch(train) [56][1300/5005] lr: 5.6189e-02 eta: 11:11:14 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.6935 2022/12/05 00:14:59 - mmengine - INFO - Epoch(train) [56][1400/5005] lr: 5.6163e-02 eta: 11:11:01 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.6162 2022/12/05 00:15:12 - mmengine - INFO - Epoch(train) [56][1500/5005] lr: 5.6137e-02 eta: 11:10:49 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7226 2022/12/05 00:15:24 - mmengine - INFO - Epoch(train) [56][1600/5005] lr: 5.6111e-02 eta: 11:10:37 time: 0.1250 data_time: 0.0016 memory: 4034 loss: 1.6386 2022/12/05 00:15:37 - mmengine - INFO - Epoch(train) [56][1700/5005] lr: 5.6086e-02 eta: 11:10:24 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.5399 2022/12/05 00:15:40 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:15:50 - mmengine - INFO - Epoch(train) [56][1800/5005] lr: 5.6060e-02 eta: 11:10:12 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7674 2022/12/05 00:16:02 - mmengine - INFO - Epoch(train) [56][1900/5005] lr: 5.6034e-02 eta: 11:10:00 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.4629 2022/12/05 00:16:15 - mmengine - INFO - Epoch(train) [56][2000/5005] lr: 5.6008e-02 eta: 11:09:47 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6831 2022/12/05 00:16:27 - mmengine - INFO - Epoch(train) [56][2100/5005] lr: 5.5982e-02 eta: 11:09:35 time: 0.1251 data_time: 0.0017 memory: 4034 loss: 1.7029 2022/12/05 00:16:40 - mmengine - INFO - Epoch(train) [56][2200/5005] lr: 5.5956e-02 eta: 11:09:23 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.5197 2022/12/05 00:16:53 - mmengine - INFO - Epoch(train) [56][2300/5005] lr: 5.5930e-02 eta: 11:09:10 time: 0.1249 data_time: 0.0015 memory: 4034 loss: 1.8416 2022/12/05 00:17:05 - mmengine - INFO - Epoch(train) [56][2400/5005] lr: 5.5904e-02 eta: 11:08:58 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7437 2022/12/05 00:17:18 - mmengine - INFO - Epoch(train) [56][2500/5005] lr: 5.5878e-02 eta: 11:08:46 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5587 2022/12/05 00:17:30 - mmengine - INFO - Epoch(train) [56][2600/5005] lr: 5.5852e-02 eta: 11:08:33 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.4571 2022/12/05 00:17:43 - mmengine - INFO - Epoch(train) [56][2700/5005] lr: 5.5826e-02 eta: 11:08:21 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6167 2022/12/05 00:17:46 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:17:55 - mmengine - INFO - Epoch(train) [56][2800/5005] lr: 5.5800e-02 eta: 11:08:09 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6871 2022/12/05 00:18:08 - mmengine - INFO - Epoch(train) [56][2900/5005] lr: 5.5774e-02 eta: 11:07:56 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6049 2022/12/05 00:18:21 - mmengine - INFO - Epoch(train) [56][3000/5005] lr: 5.5748e-02 eta: 11:07:44 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.6603 2022/12/05 00:18:33 - mmengine - INFO - Epoch(train) [56][3100/5005] lr: 5.5722e-02 eta: 11:07:32 time: 0.1249 data_time: 0.0014 memory: 4034 loss: 1.7379 2022/12/05 00:18:46 - mmengine - INFO - Epoch(train) [56][3200/5005] lr: 5.5696e-02 eta: 11:07:19 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6097 2022/12/05 00:18:58 - mmengine - INFO - Epoch(train) [56][3300/5005] lr: 5.5670e-02 eta: 11:07:07 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6265 2022/12/05 00:19:11 - mmengine - INFO - Epoch(train) [56][3400/5005] lr: 5.5644e-02 eta: 11:06:55 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.8859 2022/12/05 00:19:24 - mmengine - INFO - Epoch(train) [56][3500/5005] lr: 5.5618e-02 eta: 11:06:42 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.7037 2022/12/05 00:19:36 - mmengine - INFO - Epoch(train) [56][3600/5005] lr: 5.5592e-02 eta: 11:06:30 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5999 2022/12/05 00:19:49 - mmengine - INFO - Epoch(train) [56][3700/5005] lr: 5.5566e-02 eta: 11:06:18 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.7973 2022/12/05 00:19:52 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:20:01 - mmengine - INFO - Epoch(train) [56][3800/5005] lr: 5.5540e-02 eta: 11:06:05 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.4811 2022/12/05 00:20:14 - mmengine - INFO - Epoch(train) [56][3900/5005] lr: 5.5514e-02 eta: 11:05:53 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.5224 2022/12/05 00:20:27 - mmengine - INFO - Epoch(train) [56][4000/5005] lr: 5.5488e-02 eta: 11:05:41 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5969 2022/12/05 00:20:39 - mmengine - INFO - Epoch(train) [56][4100/5005] lr: 5.5462e-02 eta: 11:05:28 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6907 2022/12/05 00:20:52 - mmengine - INFO - Epoch(train) [56][4200/5005] lr: 5.5436e-02 eta: 11:05:16 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5520 2022/12/05 00:21:04 - mmengine - INFO - Epoch(train) [56][4300/5005] lr: 5.5410e-02 eta: 11:05:04 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5274 2022/12/05 00:21:17 - mmengine - INFO - Epoch(train) [56][4400/5005] lr: 5.5384e-02 eta: 11:04:52 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.5897 2022/12/05 00:21:30 - mmengine - INFO - Epoch(train) [56][4500/5005] lr: 5.5358e-02 eta: 11:04:39 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.8283 2022/12/05 00:21:42 - mmengine - INFO - Epoch(train) [56][4600/5005] lr: 5.5332e-02 eta: 11:04:27 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6468 2022/12/05 00:21:55 - mmengine - INFO - Epoch(train) [56][4700/5005] lr: 5.5306e-02 eta: 11:04:15 time: 0.1251 data_time: 0.0016 memory: 4034 loss: 1.5426 2022/12/05 00:21:58 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:22:07 - mmengine - INFO - Epoch(train) [56][4800/5005] lr: 5.5280e-02 eta: 11:04:02 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.5446 2022/12/05 00:22:20 - mmengine - INFO - Epoch(train) [56][4900/5005] lr: 5.5254e-02 eta: 11:03:50 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6781 2022/12/05 00:22:33 - mmengine - INFO - Epoch(train) [56][5000/5005] lr: 5.5228e-02 eta: 11:03:38 time: 0.1261 data_time: 0.0024 memory: 4034 loss: 1.5715 2022/12/05 00:22:33 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:22:33 - mmengine - INFO - Saving checkpoint at 56 epochs 2022/12/05 00:22:40 - mmengine - INFO - Epoch(val) [56][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0082 memory: 4034 2022/12/05 00:22:53 - mmengine - INFO - Epoch(val) [56][196/196] accuracy/top1: 66.5120 accuracy/top5: 87.7260 2022/12/05 00:23:06 - mmengine - INFO - Epoch(train) [57][ 100/5005] lr: 5.5201e-02 eta: 11:03:25 time: 0.1248 data_time: 0.0016 memory: 4034 loss: 1.5669 2022/12/05 00:23:18 - mmengine - INFO - Epoch(train) [57][ 200/5005] lr: 5.5175e-02 eta: 11:03:13 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.5502 2022/12/05 00:23:31 - mmengine - INFO - Epoch(train) [57][ 300/5005] lr: 5.5149e-02 eta: 11:03:00 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.8813 2022/12/05 00:23:44 - mmengine - INFO - Epoch(train) [57][ 400/5005] lr: 5.5123e-02 eta: 11:02:48 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.5928 2022/12/05 00:23:56 - mmengine - INFO - Epoch(train) [57][ 500/5005] lr: 5.5097e-02 eta: 11:02:36 time: 0.1251 data_time: 0.0014 memory: 4034 loss: 1.5754 2022/12/05 00:24:09 - mmengine - INFO - Epoch(train) [57][ 600/5005] lr: 5.5071e-02 eta: 11:02:23 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5559 2022/12/05 00:24:21 - mmengine - INFO - Epoch(train) [57][ 700/5005] lr: 5.5045e-02 eta: 11:02:11 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.5490 2022/12/05 00:24:24 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:24:34 - mmengine - INFO - Epoch(train) [57][ 800/5005] lr: 5.5019e-02 eta: 11:01:59 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.5040 2022/12/05 00:24:47 - mmengine - INFO - Epoch(train) [57][ 900/5005] lr: 5.4993e-02 eta: 11:01:46 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.5443 2022/12/05 00:24:59 - mmengine - INFO - Epoch(train) [57][1000/5005] lr: 5.4967e-02 eta: 11:01:34 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.7661 2022/12/05 00:25:12 - mmengine - INFO - Epoch(train) [57][1100/5005] lr: 5.4940e-02 eta: 11:01:22 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.8366 2022/12/05 00:25:24 - mmengine - INFO - Epoch(train) [57][1200/5005] lr: 5.4914e-02 eta: 11:01:09 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.4948 2022/12/05 00:25:37 - mmengine - INFO - Epoch(train) [57][1300/5005] lr: 5.4888e-02 eta: 11:00:57 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6113 2022/12/05 00:25:49 - mmengine - INFO - Epoch(train) [57][1400/5005] lr: 5.4862e-02 eta: 11:00:45 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.5819 2022/12/05 00:26:02 - mmengine - INFO - Epoch(train) [57][1500/5005] lr: 5.4836e-02 eta: 11:00:32 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.7472 2022/12/05 00:26:15 - mmengine - INFO - Epoch(train) [57][1600/5005] lr: 5.4810e-02 eta: 11:00:20 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7938 2022/12/05 00:26:27 - mmengine - INFO - Epoch(train) [57][1700/5005] lr: 5.4784e-02 eta: 11:00:08 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5926 2022/12/05 00:26:30 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:26:40 - mmengine - INFO - Epoch(train) [57][1800/5005] lr: 5.4758e-02 eta: 10:59:55 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.5856 2022/12/05 00:26:52 - mmengine - INFO - Epoch(train) [57][1900/5005] lr: 5.4732e-02 eta: 10:59:43 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.8039 2022/12/05 00:27:05 - mmengine - INFO - Epoch(train) [57][2000/5005] lr: 5.4706e-02 eta: 10:59:31 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.4766 2022/12/05 00:27:18 - mmengine - INFO - Epoch(train) [57][2100/5005] lr: 5.4680e-02 eta: 10:59:18 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.7643 2022/12/05 00:27:30 - mmengine - INFO - Epoch(train) [57][2200/5005] lr: 5.4654e-02 eta: 10:59:06 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.5086 2022/12/05 00:27:43 - mmengine - INFO - Epoch(train) [57][2300/5005] lr: 5.4628e-02 eta: 10:58:54 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.7377 2022/12/05 00:27:55 - mmengine - INFO - Epoch(train) [57][2400/5005] lr: 5.4602e-02 eta: 10:58:41 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.5932 2022/12/05 00:28:08 - mmengine - INFO - Epoch(train) [57][2500/5005] lr: 5.4576e-02 eta: 10:58:29 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.4742 2022/12/05 00:28:21 - mmengine - INFO - Epoch(train) [57][2600/5005] lr: 5.4550e-02 eta: 10:58:17 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5785 2022/12/05 00:28:33 - mmengine - INFO - Epoch(train) [57][2700/5005] lr: 5.4524e-02 eta: 10:58:04 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6445 2022/12/05 00:28:36 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:28:46 - mmengine - INFO - Epoch(train) [57][2800/5005] lr: 5.4498e-02 eta: 10:57:52 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.4937 2022/12/05 00:28:59 - mmengine - INFO - Epoch(train) [57][2900/5005] lr: 5.4472e-02 eta: 10:57:40 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6293 2022/12/05 00:29:11 - mmengine - INFO - Epoch(train) [57][3000/5005] lr: 5.4446e-02 eta: 10:57:27 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.6629 2022/12/05 00:29:24 - mmengine - INFO - Epoch(train) [57][3100/5005] lr: 5.4420e-02 eta: 10:57:15 time: 0.1255 data_time: 0.0015 memory: 4034 loss: 1.5941 2022/12/05 00:29:36 - mmengine - INFO - Epoch(train) [57][3200/5005] lr: 5.4394e-02 eta: 10:57:03 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6031 2022/12/05 00:29:49 - mmengine - INFO - Epoch(train) [57][3300/5005] lr: 5.4368e-02 eta: 10:56:51 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6471 2022/12/05 00:30:02 - mmengine - INFO - Epoch(train) [57][3400/5005] lr: 5.4342e-02 eta: 10:56:38 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.3730 2022/12/05 00:30:14 - mmengine - INFO - Epoch(train) [57][3500/5005] lr: 5.4315e-02 eta: 10:56:26 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5673 2022/12/05 00:30:27 - mmengine - INFO - Epoch(train) [57][3600/5005] lr: 5.4289e-02 eta: 10:56:14 time: 0.1255 data_time: 0.0015 memory: 4034 loss: 1.7386 2022/12/05 00:30:39 - mmengine - INFO - Epoch(train) [57][3700/5005] lr: 5.4263e-02 eta: 10:56:01 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6646 2022/12/05 00:30:42 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:30:52 - mmengine - INFO - Epoch(train) [57][3800/5005] lr: 5.4237e-02 eta: 10:55:49 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.6911 2022/12/05 00:31:05 - mmengine - INFO - Epoch(train) [57][3900/5005] lr: 5.4211e-02 eta: 10:55:37 time: 0.1252 data_time: 0.0014 memory: 4034 loss: 1.6409 2022/12/05 00:31:17 - mmengine - INFO - Epoch(train) [57][4000/5005] lr: 5.4185e-02 eta: 10:55:24 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5202 2022/12/05 00:31:30 - mmengine - INFO - Epoch(train) [57][4100/5005] lr: 5.4159e-02 eta: 10:55:12 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.7096 2022/12/05 00:31:42 - mmengine - INFO - Epoch(train) [57][4200/5005] lr: 5.4133e-02 eta: 10:55:00 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6472 2022/12/05 00:31:55 - mmengine - INFO - Epoch(train) [57][4300/5005] lr: 5.4107e-02 eta: 10:54:47 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6880 2022/12/05 00:32:08 - mmengine - INFO - Epoch(train) [57][4400/5005] lr: 5.4081e-02 eta: 10:54:35 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6847 2022/12/05 00:32:20 - mmengine - INFO - Epoch(train) [57][4500/5005] lr: 5.4055e-02 eta: 10:54:23 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6693 2022/12/05 00:32:33 - mmengine - INFO - Epoch(train) [57][4600/5005] lr: 5.4029e-02 eta: 10:54:10 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.4392 2022/12/05 00:32:45 - mmengine - INFO - Epoch(train) [57][4700/5005] lr: 5.4003e-02 eta: 10:53:58 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6358 2022/12/05 00:32:48 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:32:58 - mmengine - INFO - Epoch(train) [57][4800/5005] lr: 5.3977e-02 eta: 10:53:46 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5145 2022/12/05 00:33:11 - mmengine - INFO - Epoch(train) [57][4900/5005] lr: 5.3951e-02 eta: 10:53:33 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.6148 2022/12/05 00:33:23 - mmengine - INFO - Epoch(train) [57][5000/5005] lr: 5.3925e-02 eta: 10:53:21 time: 0.1262 data_time: 0.0024 memory: 4034 loss: 1.7267 2022/12/05 00:33:24 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:33:24 - mmengine - INFO - Saving checkpoint at 57 epochs 2022/12/05 00:33:31 - mmengine - INFO - Epoch(val) [57][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0082 memory: 4034 2022/12/05 00:33:44 - mmengine - INFO - Epoch(val) [57][196/196] accuracy/top1: 66.4840 accuracy/top5: 87.6920 2022/12/05 00:33:57 - mmengine - INFO - Epoch(train) [58][ 100/5005] lr: 5.3897e-02 eta: 10:53:08 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.4317 2022/12/05 00:34:09 - mmengine - INFO - Epoch(train) [58][ 200/5005] lr: 5.3871e-02 eta: 10:52:56 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5035 2022/12/05 00:34:22 - mmengine - INFO - Epoch(train) [58][ 300/5005] lr: 5.3845e-02 eta: 10:52:44 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6808 2022/12/05 00:34:34 - mmengine - INFO - Epoch(train) [58][ 400/5005] lr: 5.3819e-02 eta: 10:52:31 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5281 2022/12/05 00:34:47 - mmengine - INFO - Epoch(train) [58][ 500/5005] lr: 5.3793e-02 eta: 10:52:19 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.4517 2022/12/05 00:35:00 - mmengine - INFO - Epoch(train) [58][ 600/5005] lr: 5.3767e-02 eta: 10:52:07 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6527 2022/12/05 00:35:12 - mmengine - INFO - Epoch(train) [58][ 700/5005] lr: 5.3741e-02 eta: 10:51:54 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.3786 2022/12/05 00:35:14 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:35:25 - mmengine - INFO - Epoch(train) [58][ 800/5005] lr: 5.3715e-02 eta: 10:51:42 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.3225 2022/12/05 00:35:37 - mmengine - INFO - Epoch(train) [58][ 900/5005] lr: 5.3689e-02 eta: 10:51:30 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6093 2022/12/05 00:35:50 - mmengine - INFO - Epoch(train) [58][1000/5005] lr: 5.3662e-02 eta: 10:51:17 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.7195 2022/12/05 00:36:02 - mmengine - INFO - Epoch(train) [58][1100/5005] lr: 5.3636e-02 eta: 10:51:05 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5021 2022/12/05 00:36:15 - mmengine - INFO - Epoch(train) [58][1200/5005] lr: 5.3610e-02 eta: 10:50:53 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.7760 2022/12/05 00:36:28 - mmengine - INFO - Epoch(train) [58][1300/5005] lr: 5.3584e-02 eta: 10:50:40 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6743 2022/12/05 00:36:40 - mmengine - INFO - Epoch(train) [58][1400/5005] lr: 5.3558e-02 eta: 10:50:28 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.7032 2022/12/05 00:36:53 - mmengine - INFO - Epoch(train) [58][1500/5005] lr: 5.3532e-02 eta: 10:50:16 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.4939 2022/12/05 00:37:05 - mmengine - INFO - Epoch(train) [58][1600/5005] lr: 5.3506e-02 eta: 10:50:03 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5720 2022/12/05 00:37:18 - mmengine - INFO - Epoch(train) [58][1700/5005] lr: 5.3480e-02 eta: 10:49:51 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5822 2022/12/05 00:37:20 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:37:31 - mmengine - INFO - Epoch(train) [58][1800/5005] lr: 5.3454e-02 eta: 10:49:39 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.7499 2022/12/05 00:37:43 - mmengine - INFO - Epoch(train) [58][1900/5005] lr: 5.3428e-02 eta: 10:49:26 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5802 2022/12/05 00:37:56 - mmengine - INFO - Epoch(train) [58][2000/5005] lr: 5.3402e-02 eta: 10:49:14 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.8308 2022/12/05 00:38:08 - mmengine - INFO - Epoch(train) [58][2100/5005] lr: 5.3375e-02 eta: 10:49:02 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6489 2022/12/05 00:38:21 - mmengine - INFO - Epoch(train) [58][2200/5005] lr: 5.3349e-02 eta: 10:48:49 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6039 2022/12/05 00:38:34 - mmengine - INFO - Epoch(train) [58][2300/5005] lr: 5.3323e-02 eta: 10:48:37 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5226 2022/12/05 00:38:46 - mmengine - INFO - Epoch(train) [58][2400/5005] lr: 5.3297e-02 eta: 10:48:25 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6813 2022/12/05 00:38:59 - mmengine - INFO - Epoch(train) [58][2500/5005] lr: 5.3271e-02 eta: 10:48:12 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5444 2022/12/05 00:39:11 - mmengine - INFO - Epoch(train) [58][2600/5005] lr: 5.3245e-02 eta: 10:48:00 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.8487 2022/12/05 00:39:24 - mmengine - INFO - Epoch(train) [58][2700/5005] lr: 5.3219e-02 eta: 10:47:48 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.5734 2022/12/05 00:39:26 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:39:37 - mmengine - INFO - Epoch(train) [58][2800/5005] lr: 5.3193e-02 eta: 10:47:35 time: 0.1250 data_time: 0.0016 memory: 4034 loss: 1.6778 2022/12/05 00:39:49 - mmengine - INFO - Epoch(train) [58][2900/5005] lr: 5.3167e-02 eta: 10:47:23 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.7609 2022/12/05 00:40:02 - mmengine - INFO - Epoch(train) [58][3000/5005] lr: 5.3141e-02 eta: 10:47:11 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.4241 2022/12/05 00:40:14 - mmengine - INFO - Epoch(train) [58][3100/5005] lr: 5.3114e-02 eta: 10:46:58 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6625 2022/12/05 00:40:27 - mmengine - INFO - Epoch(train) [58][3200/5005] lr: 5.3088e-02 eta: 10:46:46 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5754 2022/12/05 00:40:40 - mmengine - INFO - Epoch(train) [58][3300/5005] lr: 5.3062e-02 eta: 10:46:34 time: 0.1255 data_time: 0.0015 memory: 4034 loss: 1.7270 2022/12/05 00:40:52 - mmengine - INFO - Epoch(train) [58][3400/5005] lr: 5.3036e-02 eta: 10:46:21 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5523 2022/12/05 00:41:05 - mmengine - INFO - Epoch(train) [58][3500/5005] lr: 5.3010e-02 eta: 10:46:09 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.7072 2022/12/05 00:41:17 - mmengine - INFO - Epoch(train) [58][3600/5005] lr: 5.2984e-02 eta: 10:45:57 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.4628 2022/12/05 00:41:30 - mmengine - INFO - Epoch(train) [58][3700/5005] lr: 5.2958e-02 eta: 10:45:44 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5468 2022/12/05 00:41:32 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:41:43 - mmengine - INFO - Epoch(train) [58][3800/5005] lr: 5.2932e-02 eta: 10:45:32 time: 0.1255 data_time: 0.0015 memory: 4034 loss: 1.7276 2022/12/05 00:41:55 - mmengine - INFO - Epoch(train) [58][3900/5005] lr: 5.2906e-02 eta: 10:45:20 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6491 2022/12/05 00:42:08 - mmengine - INFO - Epoch(train) [58][4000/5005] lr: 5.2880e-02 eta: 10:45:07 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.6186 2022/12/05 00:42:20 - mmengine - INFO - Epoch(train) [58][4100/5005] lr: 5.2853e-02 eta: 10:44:55 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5493 2022/12/05 00:42:33 - mmengine - INFO - Epoch(train) [58][4200/5005] lr: 5.2827e-02 eta: 10:44:43 time: 0.1252 data_time: 0.0016 memory: 4034 loss: 1.6399 2022/12/05 00:42:46 - mmengine - INFO - Epoch(train) [58][4300/5005] lr: 5.2801e-02 eta: 10:44:30 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6036 2022/12/05 00:42:58 - mmengine - INFO - Epoch(train) [58][4400/5005] lr: 5.2775e-02 eta: 10:44:18 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6033 2022/12/05 00:43:11 - mmengine - INFO - Epoch(train) [58][4500/5005] lr: 5.2749e-02 eta: 10:44:06 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.8546 2022/12/05 00:43:23 - mmengine - INFO - Epoch(train) [58][4600/5005] lr: 5.2723e-02 eta: 10:43:53 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5081 2022/12/05 00:43:36 - mmengine - INFO - Epoch(train) [58][4700/5005] lr: 5.2697e-02 eta: 10:43:41 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5545 2022/12/05 00:43:38 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:43:49 - mmengine - INFO - Epoch(train) [58][4800/5005] lr: 5.2671e-02 eta: 10:43:29 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.7922 2022/12/05 00:44:01 - mmengine - INFO - Epoch(train) [58][4900/5005] lr: 5.2644e-02 eta: 10:43:16 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.4773 2022/12/05 00:44:14 - mmengine - INFO - Epoch(train) [58][5000/5005] lr: 5.2618e-02 eta: 10:43:04 time: 0.1263 data_time: 0.0024 memory: 4034 loss: 1.8156 2022/12/05 00:44:14 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:44:14 - mmengine - INFO - Saving checkpoint at 58 epochs 2022/12/05 00:44:21 - mmengine - INFO - Epoch(val) [58][100/196] eta: 0:00:03 time: 0.0366 data_time: 0.0095 memory: 4034 2022/12/05 00:44:34 - mmengine - INFO - Epoch(val) [58][196/196] accuracy/top1: 65.2880 accuracy/top5: 86.8160 2022/12/05 00:44:47 - mmengine - INFO - Epoch(train) [59][ 100/5005] lr: 5.2591e-02 eta: 10:42:51 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6251 2022/12/05 00:45:00 - mmengine - INFO - Epoch(train) [59][ 200/5005] lr: 5.2565e-02 eta: 10:42:39 time: 0.1258 data_time: 0.0015 memory: 4034 loss: 1.6816 2022/12/05 00:45:12 - mmengine - INFO - Epoch(train) [59][ 300/5005] lr: 5.2539e-02 eta: 10:42:27 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.4935 2022/12/05 00:45:25 - mmengine - INFO - Epoch(train) [59][ 400/5005] lr: 5.2513e-02 eta: 10:42:14 time: 0.1257 data_time: 0.0015 memory: 4034 loss: 1.5357 2022/12/05 00:45:38 - mmengine - INFO - Epoch(train) [59][ 500/5005] lr: 5.2486e-02 eta: 10:42:02 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.2977 2022/12/05 00:45:50 - mmengine - INFO - Epoch(train) [59][ 600/5005] lr: 5.2460e-02 eta: 10:41:50 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.8848 2022/12/05 00:46:03 - mmengine - INFO - Epoch(train) [59][ 700/5005] lr: 5.2434e-02 eta: 10:41:37 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5516 2022/12/05 00:46:04 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:46:15 - mmengine - INFO - Epoch(train) [59][ 800/5005] lr: 5.2408e-02 eta: 10:41:25 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6176 2022/12/05 00:46:28 - mmengine - INFO - Epoch(train) [59][ 900/5005] lr: 5.2382e-02 eta: 10:41:13 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5239 2022/12/05 00:46:41 - mmengine - INFO - Epoch(train) [59][1000/5005] lr: 5.2356e-02 eta: 10:41:00 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6595 2022/12/05 00:46:53 - mmengine - INFO - Epoch(train) [59][1100/5005] lr: 5.2330e-02 eta: 10:40:48 time: 0.1252 data_time: 0.0016 memory: 4034 loss: 1.5656 2022/12/05 00:47:06 - mmengine - INFO - Epoch(train) [59][1200/5005] lr: 5.2304e-02 eta: 10:40:36 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5327 2022/12/05 00:47:18 - mmengine - INFO - Epoch(train) [59][1300/5005] lr: 5.2277e-02 eta: 10:40:23 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.3949 2022/12/05 00:47:31 - mmengine - INFO - Epoch(train) [59][1400/5005] lr: 5.2251e-02 eta: 10:40:11 time: 0.1251 data_time: 0.0016 memory: 4034 loss: 1.6569 2022/12/05 00:47:44 - mmengine - INFO - Epoch(train) [59][1500/5005] lr: 5.2225e-02 eta: 10:39:59 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.5689 2022/12/05 00:47:56 - mmengine - INFO - Epoch(train) [59][1600/5005] lr: 5.2199e-02 eta: 10:39:46 time: 0.1252 data_time: 0.0016 memory: 4034 loss: 1.7721 2022/12/05 00:48:09 - mmengine - INFO - Epoch(train) [59][1700/5005] lr: 5.2173e-02 eta: 10:39:34 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6350 2022/12/05 00:48:10 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:48:21 - mmengine - INFO - Epoch(train) [59][1800/5005] lr: 5.2147e-02 eta: 10:39:22 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.7888 2022/12/05 00:48:34 - mmengine - INFO - Epoch(train) [59][1900/5005] lr: 5.2121e-02 eta: 10:39:09 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6362 2022/12/05 00:48:47 - mmengine - INFO - Epoch(train) [59][2000/5005] lr: 5.2095e-02 eta: 10:38:57 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.7583 2022/12/05 00:48:59 - mmengine - INFO - Epoch(train) [59][2100/5005] lr: 5.2068e-02 eta: 10:38:45 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.7181 2022/12/05 00:49:12 - mmengine - INFO - Epoch(train) [59][2200/5005] lr: 5.2042e-02 eta: 10:38:32 time: 0.1267 data_time: 0.0015 memory: 4034 loss: 1.6243 2022/12/05 00:49:24 - mmengine - INFO - Epoch(train) [59][2300/5005] lr: 5.2016e-02 eta: 10:38:20 time: 0.1268 data_time: 0.0015 memory: 4034 loss: 1.5924 2022/12/05 00:49:37 - mmengine - INFO - Epoch(train) [59][2400/5005] lr: 5.1990e-02 eta: 10:38:08 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.7117 2022/12/05 00:49:50 - mmengine - INFO - Epoch(train) [59][2500/5005] lr: 5.1964e-02 eta: 10:37:55 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5470 2022/12/05 00:50:02 - mmengine - INFO - Epoch(train) [59][2600/5005] lr: 5.1938e-02 eta: 10:37:43 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.7557 2022/12/05 00:50:15 - mmengine - INFO - Epoch(train) [59][2700/5005] lr: 5.1912e-02 eta: 10:37:31 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.7088 2022/12/05 00:50:16 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:50:28 - mmengine - INFO - Epoch(train) [59][2800/5005] lr: 5.1886e-02 eta: 10:37:18 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5597 2022/12/05 00:50:40 - mmengine - INFO - Epoch(train) [59][2900/5005] lr: 5.1859e-02 eta: 10:37:06 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.7566 2022/12/05 00:50:53 - mmengine - INFO - Epoch(train) [59][3000/5005] lr: 5.1833e-02 eta: 10:36:54 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6235 2022/12/05 00:51:05 - mmengine - INFO - Epoch(train) [59][3100/5005] lr: 5.1807e-02 eta: 10:36:41 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.3267 2022/12/05 00:51:18 - mmengine - INFO - Epoch(train) [59][3200/5005] lr: 5.1781e-02 eta: 10:36:29 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.7171 2022/12/05 00:51:31 - mmengine - INFO - Epoch(train) [59][3300/5005] lr: 5.1755e-02 eta: 10:36:17 time: 0.1261 data_time: 0.0016 memory: 4034 loss: 1.4793 2022/12/05 00:51:43 - mmengine - INFO - Epoch(train) [59][3400/5005] lr: 5.1729e-02 eta: 10:36:04 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.5443 2022/12/05 00:51:56 - mmengine - INFO - Epoch(train) [59][3500/5005] lr: 5.1703e-02 eta: 10:35:52 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5690 2022/12/05 00:52:08 - mmengine - INFO - Epoch(train) [59][3600/5005] lr: 5.1676e-02 eta: 10:35:40 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.4450 2022/12/05 00:52:21 - mmengine - INFO - Epoch(train) [59][3700/5005] lr: 5.1650e-02 eta: 10:35:27 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.7757 2022/12/05 00:52:22 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:52:34 - mmengine - INFO - Epoch(train) [59][3800/5005] lr: 5.1624e-02 eta: 10:35:15 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6707 2022/12/05 00:52:46 - mmengine - INFO - Epoch(train) [59][3900/5005] lr: 5.1598e-02 eta: 10:35:03 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6619 2022/12/05 00:52:59 - mmengine - INFO - Epoch(train) [59][4000/5005] lr: 5.1572e-02 eta: 10:34:50 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.8343 2022/12/05 00:53:11 - mmengine - INFO - Epoch(train) [59][4100/5005] lr: 5.1546e-02 eta: 10:34:38 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6705 2022/12/05 00:53:24 - mmengine - INFO - Epoch(train) [59][4200/5005] lr: 5.1520e-02 eta: 10:34:26 time: 0.1252 data_time: 0.0016 memory: 4034 loss: 1.7570 2022/12/05 00:53:37 - mmengine - INFO - Epoch(train) [59][4300/5005] lr: 5.1493e-02 eta: 10:34:13 time: 0.1252 data_time: 0.0016 memory: 4034 loss: 1.4843 2022/12/05 00:53:49 - mmengine - INFO - Epoch(train) [59][4400/5005] lr: 5.1467e-02 eta: 10:34:01 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.8401 2022/12/05 00:54:02 - mmengine - INFO - Epoch(train) [59][4500/5005] lr: 5.1441e-02 eta: 10:33:49 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.4862 2022/12/05 00:54:14 - mmengine - INFO - Epoch(train) [59][4600/5005] lr: 5.1415e-02 eta: 10:33:36 time: 0.1258 data_time: 0.0015 memory: 4034 loss: 1.5966 2022/12/05 00:54:27 - mmengine - INFO - Epoch(train) [59][4700/5005] lr: 5.1389e-02 eta: 10:33:24 time: 0.1252 data_time: 0.0016 memory: 4034 loss: 1.5602 2022/12/05 00:54:28 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:54:40 - mmengine - INFO - Epoch(train) [59][4800/5005] lr: 5.1363e-02 eta: 10:33:12 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.6601 2022/12/05 00:54:52 - mmengine - INFO - Epoch(train) [59][4900/5005] lr: 5.1337e-02 eta: 10:32:59 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5333 2022/12/05 00:55:05 - mmengine - INFO - Epoch(train) [59][5000/5005] lr: 5.1310e-02 eta: 10:32:47 time: 0.1261 data_time: 0.0024 memory: 4034 loss: 1.3811 2022/12/05 00:55:05 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:55:05 - mmengine - INFO - Saving checkpoint at 59 epochs 2022/12/05 00:55:12 - mmengine - INFO - Epoch(val) [59][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0079 memory: 4034 2022/12/05 00:55:25 - mmengine - INFO - Epoch(val) [59][196/196] accuracy/top1: 66.9240 accuracy/top5: 88.2260 2022/12/05 00:55:38 - mmengine - INFO - Epoch(train) [60][ 100/5005] lr: 5.1283e-02 eta: 10:32:34 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6934 2022/12/05 00:55:51 - mmengine - INFO - Epoch(train) [60][ 200/5005] lr: 5.1257e-02 eta: 10:32:22 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.5238 2022/12/05 00:56:03 - mmengine - INFO - Epoch(train) [60][ 300/5005] lr: 5.1231e-02 eta: 10:32:09 time: 0.1256 data_time: 0.0015 memory: 4034 loss: 1.5452 2022/12/05 00:56:16 - mmengine - INFO - Epoch(train) [60][ 400/5005] lr: 5.1205e-02 eta: 10:31:57 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.7125 2022/12/05 00:56:29 - mmengine - INFO - Epoch(train) [60][ 500/5005] lr: 5.1178e-02 eta: 10:31:45 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.7187 2022/12/05 00:56:41 - mmengine - INFO - Epoch(train) [60][ 600/5005] lr: 5.1152e-02 eta: 10:31:32 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.5033 2022/12/05 00:56:54 - mmengine - INFO - Epoch(train) [60][ 700/5005] lr: 5.1126e-02 eta: 10:31:20 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6459 2022/12/05 00:56:54 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:57:06 - mmengine - INFO - Epoch(train) [60][ 800/5005] lr: 5.1100e-02 eta: 10:31:08 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5157 2022/12/05 00:57:19 - mmengine - INFO - Epoch(train) [60][ 900/5005] lr: 5.1074e-02 eta: 10:30:55 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.4786 2022/12/05 00:57:32 - mmengine - INFO - Epoch(train) [60][1000/5005] lr: 5.1048e-02 eta: 10:30:43 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.4547 2022/12/05 00:57:44 - mmengine - INFO - Epoch(train) [60][1100/5005] lr: 5.1021e-02 eta: 10:30:31 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.3821 2022/12/05 00:57:57 - mmengine - INFO - Epoch(train) [60][1200/5005] lr: 5.0995e-02 eta: 10:30:18 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.5782 2022/12/05 00:58:09 - mmengine - INFO - Epoch(train) [60][1300/5005] lr: 5.0969e-02 eta: 10:30:06 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.7964 2022/12/05 00:58:22 - mmengine - INFO - Epoch(train) [60][1400/5005] lr: 5.0943e-02 eta: 10:29:54 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5605 2022/12/05 00:58:35 - mmengine - INFO - Epoch(train) [60][1500/5005] lr: 5.0917e-02 eta: 10:29:41 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5337 2022/12/05 00:58:47 - mmengine - INFO - Epoch(train) [60][1600/5005] lr: 5.0891e-02 eta: 10:29:29 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5244 2022/12/05 00:59:00 - mmengine - INFO - Epoch(train) [60][1700/5005] lr: 5.0865e-02 eta: 10:29:17 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5990 2022/12/05 00:59:00 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 00:59:12 - mmengine - INFO - Epoch(train) [60][1800/5005] lr: 5.0838e-02 eta: 10:29:04 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6090 2022/12/05 00:59:25 - mmengine - INFO - Epoch(train) [60][1900/5005] lr: 5.0812e-02 eta: 10:28:52 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.4778 2022/12/05 00:59:38 - mmengine - INFO - Epoch(train) [60][2000/5005] lr: 5.0786e-02 eta: 10:28:40 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.5121 2022/12/05 00:59:50 - mmengine - INFO - Epoch(train) [60][2100/5005] lr: 5.0760e-02 eta: 10:28:27 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6100 2022/12/05 01:00:03 - mmengine - INFO - Epoch(train) [60][2200/5005] lr: 5.0734e-02 eta: 10:28:15 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.4760 2022/12/05 01:00:16 - mmengine - INFO - Epoch(train) [60][2300/5005] lr: 5.0708e-02 eta: 10:28:03 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.4271 2022/12/05 01:00:28 - mmengine - INFO - Epoch(train) [60][2400/5005] lr: 5.0682e-02 eta: 10:27:50 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.4876 2022/12/05 01:00:41 - mmengine - INFO - Epoch(train) [60][2500/5005] lr: 5.0655e-02 eta: 10:27:38 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.7278 2022/12/05 01:00:53 - mmengine - INFO - Epoch(train) [60][2600/5005] lr: 5.0629e-02 eta: 10:27:26 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.4921 2022/12/05 01:01:06 - mmengine - INFO - Epoch(train) [60][2700/5005] lr: 5.0603e-02 eta: 10:27:13 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.4637 2022/12/05 01:01:07 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:01:19 - mmengine - INFO - Epoch(train) [60][2800/5005] lr: 5.0577e-02 eta: 10:27:01 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.6778 2022/12/05 01:01:31 - mmengine - INFO - Epoch(train) [60][2900/5005] lr: 5.0551e-02 eta: 10:26:49 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.4796 2022/12/05 01:01:44 - mmengine - INFO - Epoch(train) [60][3000/5005] lr: 5.0525e-02 eta: 10:26:36 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.7864 2022/12/05 01:01:56 - mmengine - INFO - Epoch(train) [60][3100/5005] lr: 5.0498e-02 eta: 10:26:24 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5386 2022/12/05 01:02:09 - mmengine - INFO - Epoch(train) [60][3200/5005] lr: 5.0472e-02 eta: 10:26:12 time: 0.1259 data_time: 0.0015 memory: 4034 loss: 1.4211 2022/12/05 01:02:22 - mmengine - INFO - Epoch(train) [60][3300/5005] lr: 5.0446e-02 eta: 10:25:59 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.6716 2022/12/05 01:02:34 - mmengine - INFO - Epoch(train) [60][3400/5005] lr: 5.0420e-02 eta: 10:25:47 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.8392 2022/12/05 01:02:47 - mmengine - INFO - Epoch(train) [60][3500/5005] lr: 5.0394e-02 eta: 10:25:35 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.6475 2022/12/05 01:03:00 - mmengine - INFO - Epoch(train) [60][3600/5005] lr: 5.0368e-02 eta: 10:25:22 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.6804 2022/12/05 01:03:12 - mmengine - INFO - Epoch(train) [60][3700/5005] lr: 5.0342e-02 eta: 10:25:10 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.4191 2022/12/05 01:03:13 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:03:25 - mmengine - INFO - Epoch(train) [60][3800/5005] lr: 5.0315e-02 eta: 10:24:58 time: 0.1251 data_time: 0.0015 memory: 4034 loss: 1.5457 2022/12/05 01:03:37 - mmengine - INFO - Epoch(train) [60][3900/5005] lr: 5.0289e-02 eta: 10:24:45 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6951 2022/12/05 01:03:50 - mmengine - INFO - Epoch(train) [60][4000/5005] lr: 5.0263e-02 eta: 10:24:33 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.4525 2022/12/05 01:04:03 - mmengine - INFO - Epoch(train) [60][4100/5005] lr: 5.0237e-02 eta: 10:24:21 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5295 2022/12/05 01:04:15 - mmengine - INFO - Epoch(train) [60][4200/5005] lr: 5.0211e-02 eta: 10:24:08 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.6141 2022/12/05 01:04:28 - mmengine - INFO - Epoch(train) [60][4300/5005] lr: 5.0185e-02 eta: 10:23:56 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.2897 2022/12/05 01:04:40 - mmengine - INFO - Epoch(train) [60][4400/5005] lr: 5.0158e-02 eta: 10:23:44 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6345 2022/12/05 01:04:53 - mmengine - INFO - Epoch(train) [60][4500/5005] lr: 5.0132e-02 eta: 10:23:31 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5911 2022/12/05 01:05:06 - mmengine - INFO - Epoch(train) [60][4600/5005] lr: 5.0106e-02 eta: 10:23:19 time: 0.1255 data_time: 0.0015 memory: 4034 loss: 1.6196 2022/12/05 01:05:18 - mmengine - INFO - Epoch(train) [60][4700/5005] lr: 5.0080e-02 eta: 10:23:07 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.7480 2022/12/05 01:05:19 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:05:31 - mmengine - INFO - Epoch(train) [60][4800/5005] lr: 5.0054e-02 eta: 10:22:54 time: 0.1252 data_time: 0.0016 memory: 4034 loss: 1.4075 2022/12/05 01:05:44 - mmengine - INFO - Epoch(train) [60][4900/5005] lr: 5.0028e-02 eta: 10:22:42 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.7501 2022/12/05 01:05:56 - mmengine - INFO - Epoch(train) [60][5000/5005] lr: 5.0002e-02 eta: 10:22:30 time: 0.1334 data_time: 0.0024 memory: 4034 loss: 1.5629 2022/12/05 01:05:57 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:05:57 - mmengine - INFO - Saving checkpoint at 60 epochs 2022/12/05 01:06:04 - mmengine - INFO - Epoch(val) [60][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0083 memory: 4034 2022/12/05 01:06:17 - mmengine - INFO - Epoch(val) [60][196/196] accuracy/top1: 67.5240 accuracy/top5: 88.5760 2022/12/05 01:06:29 - mmengine - INFO - Epoch(train) [61][ 100/5005] lr: 4.9974e-02 eta: 10:22:17 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.3055 2022/12/05 01:06:42 - mmengine - INFO - Epoch(train) [61][ 200/5005] lr: 4.9948e-02 eta: 10:22:05 time: 0.1257 data_time: 0.0015 memory: 4034 loss: 1.5607 2022/12/05 01:06:55 - mmengine - INFO - Epoch(train) [61][ 300/5005] lr: 4.9922e-02 eta: 10:21:52 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.3350 2022/12/05 01:07:07 - mmengine - INFO - Epoch(train) [61][ 400/5005] lr: 4.9896e-02 eta: 10:21:40 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.5146 2022/12/05 01:07:20 - mmengine - INFO - Epoch(train) [61][ 500/5005] lr: 4.9869e-02 eta: 10:21:28 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.5457 2022/12/05 01:07:33 - mmengine - INFO - Epoch(train) [61][ 600/5005] lr: 4.9843e-02 eta: 10:21:15 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.5457 2022/12/05 01:07:45 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:07:45 - mmengine - INFO - Epoch(train) [61][ 700/5005] lr: 4.9817e-02 eta: 10:21:03 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.5861 2022/12/05 01:07:58 - mmengine - INFO - Epoch(train) [61][ 800/5005] lr: 4.9791e-02 eta: 10:20:51 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.6760 2022/12/05 01:08:10 - mmengine - INFO - Epoch(train) [61][ 900/5005] lr: 4.9765e-02 eta: 10:20:38 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4522 2022/12/05 01:08:23 - mmengine - INFO - Epoch(train) [61][1000/5005] lr: 4.9739e-02 eta: 10:20:26 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.5340 2022/12/05 01:08:36 - mmengine - INFO - Epoch(train) [61][1100/5005] lr: 4.9713e-02 eta: 10:20:14 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.4675 2022/12/05 01:08:48 - mmengine - INFO - Epoch(train) [61][1200/5005] lr: 4.9686e-02 eta: 10:20:01 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.8024 2022/12/05 01:09:01 - mmengine - INFO - Epoch(train) [61][1300/5005] lr: 4.9660e-02 eta: 10:19:49 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6954 2022/12/05 01:09:13 - mmengine - INFO - Epoch(train) [61][1400/5005] lr: 4.9634e-02 eta: 10:19:37 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.5158 2022/12/05 01:09:26 - mmengine - INFO - Epoch(train) [61][1500/5005] lr: 4.9608e-02 eta: 10:19:24 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.6357 2022/12/05 01:09:39 - mmengine - INFO - Epoch(train) [61][1600/5005] lr: 4.9582e-02 eta: 10:19:12 time: 0.1257 data_time: 0.0015 memory: 4034 loss: 1.5677 2022/12/05 01:09:51 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:09:51 - mmengine - INFO - Epoch(train) [61][1700/5005] lr: 4.9556e-02 eta: 10:19:00 time: 0.1255 data_time: 0.0015 memory: 4034 loss: 1.5169 2022/12/05 01:10:04 - mmengine - INFO - Epoch(train) [61][1800/5005] lr: 4.9530e-02 eta: 10:18:47 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.6888 2022/12/05 01:10:17 - mmengine - INFO - Epoch(train) [61][1900/5005] lr: 4.9503e-02 eta: 10:18:35 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5003 2022/12/05 01:10:29 - mmengine - INFO - Epoch(train) [61][2000/5005] lr: 4.9477e-02 eta: 10:18:23 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4949 2022/12/05 01:10:42 - mmengine - INFO - Epoch(train) [61][2100/5005] lr: 4.9451e-02 eta: 10:18:10 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.5740 2022/12/05 01:10:54 - mmengine - INFO - Epoch(train) [61][2200/5005] lr: 4.9425e-02 eta: 10:17:58 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.6444 2022/12/05 01:11:07 - mmengine - INFO - Epoch(train) [61][2300/5005] lr: 4.9399e-02 eta: 10:17:46 time: 0.1256 data_time: 0.0015 memory: 4034 loss: 1.6781 2022/12/05 01:11:20 - mmengine - INFO - Epoch(train) [61][2400/5005] lr: 4.9373e-02 eta: 10:17:33 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.5966 2022/12/05 01:11:32 - mmengine - INFO - Epoch(train) [61][2500/5005] lr: 4.9346e-02 eta: 10:17:21 time: 0.1255 data_time: 0.0015 memory: 4034 loss: 1.6132 2022/12/05 01:11:45 - mmengine - INFO - Epoch(train) [61][2600/5005] lr: 4.9320e-02 eta: 10:17:09 time: 0.1255 data_time: 0.0015 memory: 4034 loss: 1.5812 2022/12/05 01:11:58 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:11:58 - mmengine - INFO - Epoch(train) [61][2700/5005] lr: 4.9294e-02 eta: 10:16:56 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.8126 2022/12/05 01:12:10 - mmengine - INFO - Epoch(train) [61][2800/5005] lr: 4.9268e-02 eta: 10:16:44 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5989 2022/12/05 01:12:23 - mmengine - INFO - Epoch(train) [61][2900/5005] lr: 4.9242e-02 eta: 10:16:32 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5930 2022/12/05 01:12:35 - mmengine - INFO - Epoch(train) [61][3000/5005] lr: 4.9216e-02 eta: 10:16:19 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.3591 2022/12/05 01:12:48 - mmengine - INFO - Epoch(train) [61][3100/5005] lr: 4.9190e-02 eta: 10:16:07 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.4639 2022/12/05 01:13:01 - mmengine - INFO - Epoch(train) [61][3200/5005] lr: 4.9163e-02 eta: 10:15:55 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.6515 2022/12/05 01:13:13 - mmengine - INFO - Epoch(train) [61][3300/5005] lr: 4.9137e-02 eta: 10:15:42 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.5373 2022/12/05 01:13:26 - mmengine - INFO - Epoch(train) [61][3400/5005] lr: 4.9111e-02 eta: 10:15:30 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.4388 2022/12/05 01:13:39 - mmengine - INFO - Epoch(train) [61][3500/5005] lr: 4.9085e-02 eta: 10:15:18 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.4682 2022/12/05 01:13:51 - mmengine - INFO - Epoch(train) [61][3600/5005] lr: 4.9059e-02 eta: 10:15:05 time: 0.1252 data_time: 0.0016 memory: 4034 loss: 1.5763 2022/12/05 01:14:04 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:14:04 - mmengine - INFO - Epoch(train) [61][3700/5005] lr: 4.9033e-02 eta: 10:14:53 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5791 2022/12/05 01:14:16 - mmengine - INFO - Epoch(train) [61][3800/5005] lr: 4.9006e-02 eta: 10:14:41 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.6062 2022/12/05 01:14:29 - mmengine - INFO - Epoch(train) [61][3900/5005] lr: 4.8980e-02 eta: 10:14:28 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.7534 2022/12/05 01:14:42 - mmengine - INFO - Epoch(train) [61][4000/5005] lr: 4.8954e-02 eta: 10:14:16 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.5877 2022/12/05 01:14:54 - mmengine - INFO - Epoch(train) [61][4100/5005] lr: 4.8928e-02 eta: 10:14:04 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.3569 2022/12/05 01:15:07 - mmengine - INFO - Epoch(train) [61][4200/5005] lr: 4.8902e-02 eta: 10:13:51 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.6621 2022/12/05 01:15:20 - mmengine - INFO - Epoch(train) [61][4300/5005] lr: 4.8876e-02 eta: 10:13:39 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6854 2022/12/05 01:15:32 - mmengine - INFO - Epoch(train) [61][4400/5005] lr: 4.8850e-02 eta: 10:13:27 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.7721 2022/12/05 01:15:45 - mmengine - INFO - Epoch(train) [61][4500/5005] lr: 4.8823e-02 eta: 10:13:14 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5737 2022/12/05 01:15:57 - mmengine - INFO - Epoch(train) [61][4600/5005] lr: 4.8797e-02 eta: 10:13:02 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5525 2022/12/05 01:16:10 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:16:10 - mmengine - INFO - Epoch(train) [61][4700/5005] lr: 4.8771e-02 eta: 10:12:50 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.6534 2022/12/05 01:16:23 - mmengine - INFO - Epoch(train) [61][4800/5005] lr: 4.8745e-02 eta: 10:12:37 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.6953 2022/12/05 01:16:35 - mmengine - INFO - Epoch(train) [61][4900/5005] lr: 4.8719e-02 eta: 10:12:25 time: 0.1255 data_time: 0.0015 memory: 4034 loss: 1.5274 2022/12/05 01:16:48 - mmengine - INFO - Epoch(train) [61][5000/5005] lr: 4.8693e-02 eta: 10:12:13 time: 0.1263 data_time: 0.0024 memory: 4034 loss: 1.6642 2022/12/05 01:16:49 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:16:49 - mmengine - INFO - Saving checkpoint at 61 epochs 2022/12/05 01:16:55 - mmengine - INFO - Epoch(val) [61][100/196] eta: 0:00:03 time: 0.0390 data_time: 0.0047 memory: 4034 2022/12/05 01:17:08 - mmengine - INFO - Epoch(val) [61][196/196] accuracy/top1: 66.9800 accuracy/top5: 88.1280 2022/12/05 01:17:21 - mmengine - INFO - Epoch(train) [62][ 100/5005] lr: 4.8665e-02 eta: 10:12:00 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.3552 2022/12/05 01:17:34 - mmengine - INFO - Epoch(train) [62][ 200/5005] lr: 4.8639e-02 eta: 10:11:48 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5861 2022/12/05 01:17:46 - mmengine - INFO - Epoch(train) [62][ 300/5005] lr: 4.8613e-02 eta: 10:11:35 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.4594 2022/12/05 01:17:59 - mmengine - INFO - Epoch(train) [62][ 400/5005] lr: 4.8587e-02 eta: 10:11:23 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.4432 2022/12/05 01:18:12 - mmengine - INFO - Epoch(train) [62][ 500/5005] lr: 4.8561e-02 eta: 10:11:10 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4791 2022/12/05 01:18:24 - mmengine - INFO - Epoch(train) [62][ 600/5005] lr: 4.8535e-02 eta: 10:10:58 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4828 2022/12/05 01:18:36 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:18:37 - mmengine - INFO - Epoch(train) [62][ 700/5005] lr: 4.8508e-02 eta: 10:10:46 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.6175 2022/12/05 01:18:49 - mmengine - INFO - Epoch(train) [62][ 800/5005] lr: 4.8482e-02 eta: 10:10:33 time: 0.1255 data_time: 0.0015 memory: 4034 loss: 1.7967 2022/12/05 01:19:02 - mmengine - INFO - Epoch(train) [62][ 900/5005] lr: 4.8456e-02 eta: 10:10:21 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.5478 2022/12/05 01:19:15 - mmengine - INFO - Epoch(train) [62][1000/5005] lr: 4.8430e-02 eta: 10:10:09 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5972 2022/12/05 01:19:27 - mmengine - INFO - Epoch(train) [62][1100/5005] lr: 4.8404e-02 eta: 10:09:56 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.6212 2022/12/05 01:19:40 - mmengine - INFO - Epoch(train) [62][1200/5005] lr: 4.8378e-02 eta: 10:09:44 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.6083 2022/12/05 01:19:53 - mmengine - INFO - Epoch(train) [62][1300/5005] lr: 4.8352e-02 eta: 10:09:32 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6367 2022/12/05 01:20:05 - mmengine - INFO - Epoch(train) [62][1400/5005] lr: 4.8325e-02 eta: 10:09:19 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.8018 2022/12/05 01:20:18 - mmengine - INFO - Epoch(train) [62][1500/5005] lr: 4.8299e-02 eta: 10:09:07 time: 0.1252 data_time: 0.0016 memory: 4034 loss: 1.3846 2022/12/05 01:20:30 - mmengine - INFO - Epoch(train) [62][1600/5005] lr: 4.8273e-02 eta: 10:08:55 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.7786 2022/12/05 01:20:42 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:20:43 - mmengine - INFO - Epoch(train) [62][1700/5005] lr: 4.8247e-02 eta: 10:08:42 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4232 2022/12/05 01:20:56 - mmengine - INFO - Epoch(train) [62][1800/5005] lr: 4.8221e-02 eta: 10:08:30 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.5575 2022/12/05 01:21:08 - mmengine - INFO - Epoch(train) [62][1900/5005] lr: 4.8195e-02 eta: 10:08:18 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5776 2022/12/05 01:21:21 - mmengine - INFO - Epoch(train) [62][2000/5005] lr: 4.8169e-02 eta: 10:08:05 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.5547 2022/12/05 01:21:34 - mmengine - INFO - Epoch(train) [62][2100/5005] lr: 4.8142e-02 eta: 10:07:53 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.6051 2022/12/05 01:21:46 - mmengine - INFO - Epoch(train) [62][2200/5005] lr: 4.8116e-02 eta: 10:07:41 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.7504 2022/12/05 01:21:59 - mmengine - INFO - Epoch(train) [62][2300/5005] lr: 4.8090e-02 eta: 10:07:28 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.5371 2022/12/05 01:22:11 - mmengine - INFO - Epoch(train) [62][2400/5005] lr: 4.8064e-02 eta: 10:07:16 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4871 2022/12/05 01:22:24 - mmengine - INFO - Epoch(train) [62][2500/5005] lr: 4.8038e-02 eta: 10:07:04 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4553 2022/12/05 01:22:37 - mmengine - INFO - Epoch(train) [62][2600/5005] lr: 4.8012e-02 eta: 10:06:51 time: 0.1252 data_time: 0.0016 memory: 4034 loss: 1.5478 2022/12/05 01:22:49 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:22:49 - mmengine - INFO - Epoch(train) [62][2700/5005] lr: 4.7986e-02 eta: 10:06:39 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.4284 2022/12/05 01:23:02 - mmengine - INFO - Epoch(train) [62][2800/5005] lr: 4.7960e-02 eta: 10:06:27 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.5994 2022/12/05 01:23:14 - mmengine - INFO - Epoch(train) [62][2900/5005] lr: 4.7933e-02 eta: 10:06:14 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.4050 2022/12/05 01:23:27 - mmengine - INFO - Epoch(train) [62][3000/5005] lr: 4.7907e-02 eta: 10:06:02 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.6017 2022/12/05 01:23:40 - mmengine - INFO - Epoch(train) [62][3100/5005] lr: 4.7881e-02 eta: 10:05:50 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.6653 2022/12/05 01:23:52 - mmengine - INFO - Epoch(train) [62][3200/5005] lr: 4.7855e-02 eta: 10:05:37 time: 0.1252 data_time: 0.0016 memory: 4034 loss: 1.6349 2022/12/05 01:24:05 - mmengine - INFO - Epoch(train) [62][3300/5005] lr: 4.7829e-02 eta: 10:05:25 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.4929 2022/12/05 01:24:18 - mmengine - INFO - Epoch(train) [62][3400/5005] lr: 4.7803e-02 eta: 10:05:12 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.6619 2022/12/05 01:24:30 - mmengine - INFO - Epoch(train) [62][3500/5005] lr: 4.7777e-02 eta: 10:05:00 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5011 2022/12/05 01:24:43 - mmengine - INFO - Epoch(train) [62][3600/5005] lr: 4.7750e-02 eta: 10:04:48 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.7912 2022/12/05 01:24:55 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:24:56 - mmengine - INFO - Epoch(train) [62][3700/5005] lr: 4.7724e-02 eta: 10:04:36 time: 0.1255 data_time: 0.0015 memory: 4034 loss: 1.7261 2022/12/05 01:25:08 - mmengine - INFO - Epoch(train) [62][3800/5005] lr: 4.7698e-02 eta: 10:04:23 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6315 2022/12/05 01:25:21 - mmengine - INFO - Epoch(train) [62][3900/5005] lr: 4.7672e-02 eta: 10:04:11 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5392 2022/12/05 01:25:33 - mmengine - INFO - Epoch(train) [62][4000/5005] lr: 4.7646e-02 eta: 10:03:59 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5320 2022/12/05 01:25:46 - mmengine - INFO - Epoch(train) [62][4100/5005] lr: 4.7620e-02 eta: 10:03:46 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5150 2022/12/05 01:25:59 - mmengine - INFO - Epoch(train) [62][4200/5005] lr: 4.7594e-02 eta: 10:03:34 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.7378 2022/12/05 01:26:11 - mmengine - INFO - Epoch(train) [62][4300/5005] lr: 4.7568e-02 eta: 10:03:22 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.6504 2022/12/05 01:26:24 - mmengine - INFO - Epoch(train) [62][4400/5005] lr: 4.7541e-02 eta: 10:03:09 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5198 2022/12/05 01:26:37 - mmengine - INFO - Epoch(train) [62][4500/5005] lr: 4.7515e-02 eta: 10:02:57 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.4443 2022/12/05 01:26:49 - mmengine - INFO - Epoch(train) [62][4600/5005] lr: 4.7489e-02 eta: 10:02:45 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5043 2022/12/05 01:27:01 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:27:02 - mmengine - INFO - Epoch(train) [62][4700/5005] lr: 4.7463e-02 eta: 10:02:32 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4455 2022/12/05 01:27:15 - mmengine - INFO - Epoch(train) [62][4800/5005] lr: 4.7437e-02 eta: 10:02:20 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4519 2022/12/05 01:27:27 - mmengine - INFO - Epoch(train) [62][4900/5005] lr: 4.7411e-02 eta: 10:02:08 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4575 2022/12/05 01:27:40 - mmengine - INFO - Epoch(train) [62][5000/5005] lr: 4.7385e-02 eta: 10:01:55 time: 0.1263 data_time: 0.0024 memory: 4034 loss: 1.5809 2022/12/05 01:27:40 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:27:40 - mmengine - INFO - Saving checkpoint at 62 epochs 2022/12/05 01:27:47 - mmengine - INFO - Epoch(val) [62][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0084 memory: 4034 2022/12/05 01:28:00 - mmengine - INFO - Epoch(val) [62][196/196] accuracy/top1: 67.4120 accuracy/top5: 88.1340 2022/12/05 01:28:13 - mmengine - INFO - Epoch(train) [63][ 100/5005] lr: 4.7357e-02 eta: 10:01:42 time: 0.1250 data_time: 0.0015 memory: 4034 loss: 1.4400 2022/12/05 01:28:26 - mmengine - INFO - Epoch(train) [63][ 200/5005] lr: 4.7331e-02 eta: 10:01:30 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6262 2022/12/05 01:28:38 - mmengine - INFO - Epoch(train) [63][ 300/5005] lr: 4.7305e-02 eta: 10:01:18 time: 0.1256 data_time: 0.0015 memory: 4034 loss: 1.5226 2022/12/05 01:28:51 - mmengine - INFO - Epoch(train) [63][ 400/5005] lr: 4.7279e-02 eta: 10:01:05 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.4731 2022/12/05 01:29:04 - mmengine - INFO - Epoch(train) [63][ 500/5005] lr: 4.7253e-02 eta: 10:00:53 time: 0.1253 data_time: 0.0015 memory: 4034 loss: 1.6712 2022/12/05 01:29:16 - mmengine - INFO - Epoch(train) [63][ 600/5005] lr: 4.7227e-02 eta: 10:00:41 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.6291 2022/12/05 01:29:28 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:29:29 - mmengine - INFO - Epoch(train) [63][ 700/5005] lr: 4.7201e-02 eta: 10:00:28 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4410 2022/12/05 01:29:42 - mmengine - INFO - Epoch(train) [63][ 800/5005] lr: 4.7175e-02 eta: 10:00:16 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.4787 2022/12/05 01:29:54 - mmengine - INFO - Epoch(train) [63][ 900/5005] lr: 4.7148e-02 eta: 10:00:04 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5538 2022/12/05 01:30:07 - mmengine - INFO - Epoch(train) [63][1000/5005] lr: 4.7122e-02 eta: 9:59:51 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4911 2022/12/05 01:30:19 - mmengine - INFO - Epoch(train) [63][1100/5005] lr: 4.7096e-02 eta: 9:59:39 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5291 2022/12/05 01:30:32 - mmengine - INFO - Epoch(train) [63][1200/5005] lr: 4.7070e-02 eta: 9:59:27 time: 0.1252 data_time: 0.0016 memory: 4034 loss: 1.5865 2022/12/05 01:30:45 - mmengine - INFO - Epoch(train) [63][1300/5005] lr: 4.7044e-02 eta: 9:59:14 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.4052 2022/12/05 01:30:57 - mmengine - INFO - Epoch(train) [63][1400/5005] lr: 4.7018e-02 eta: 9:59:02 time: 0.1255 data_time: 0.0015 memory: 4034 loss: 1.6263 2022/12/05 01:31:10 - mmengine - INFO - Epoch(train) [63][1500/5005] lr: 4.6992e-02 eta: 9:58:50 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5442 2022/12/05 01:31:23 - mmengine - INFO - Epoch(train) [63][1600/5005] lr: 4.6966e-02 eta: 9:58:37 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.6274 2022/12/05 01:31:34 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:31:35 - mmengine - INFO - Epoch(train) [63][1700/5005] lr: 4.6940e-02 eta: 9:58:25 time: 0.1252 data_time: 0.0016 memory: 4034 loss: 1.4925 2022/12/05 01:31:48 - mmengine - INFO - Epoch(train) [63][1800/5005] lr: 4.6913e-02 eta: 9:58:12 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5950 2022/12/05 01:32:00 - mmengine - INFO - Epoch(train) [63][1900/5005] lr: 4.6887e-02 eta: 9:58:00 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.6701 2022/12/05 01:32:13 - mmengine - INFO - Epoch(train) [63][2000/5005] lr: 4.6861e-02 eta: 9:57:48 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.6561 2022/12/05 01:32:26 - mmengine - INFO - Epoch(train) [63][2100/5005] lr: 4.6835e-02 eta: 9:57:35 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.4782 2022/12/05 01:32:38 - mmengine - INFO - Epoch(train) [63][2200/5005] lr: 4.6809e-02 eta: 9:57:23 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4523 2022/12/05 01:32:51 - mmengine - INFO - Epoch(train) [63][2300/5005] lr: 4.6783e-02 eta: 9:57:11 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4229 2022/12/05 01:33:04 - mmengine - INFO - Epoch(train) [63][2400/5005] lr: 4.6757e-02 eta: 9:56:58 time: 0.1255 data_time: 0.0015 memory: 4034 loss: 1.4361 2022/12/05 01:33:16 - mmengine - INFO - Epoch(train) [63][2500/5005] lr: 4.6731e-02 eta: 9:56:46 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.3349 2022/12/05 01:33:29 - mmengine - INFO - Epoch(train) [63][2600/5005] lr: 4.6705e-02 eta: 9:56:34 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.7439 2022/12/05 01:33:40 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:33:41 - mmengine - INFO - Epoch(train) [63][2700/5005] lr: 4.6679e-02 eta: 9:56:21 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.4975 2022/12/05 01:33:54 - mmengine - INFO - Epoch(train) [63][2800/5005] lr: 4.6652e-02 eta: 9:56:09 time: 0.1252 data_time: 0.0016 memory: 4034 loss: 1.5888 2022/12/05 01:34:07 - mmengine - INFO - Epoch(train) [63][2900/5005] lr: 4.6626e-02 eta: 9:55:57 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.5299 2022/12/05 01:34:19 - mmengine - INFO - Epoch(train) [63][3000/5005] lr: 4.6600e-02 eta: 9:55:44 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.7182 2022/12/05 01:34:32 - mmengine - INFO - Epoch(train) [63][3100/5005] lr: 4.6574e-02 eta: 9:55:32 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.6220 2022/12/05 01:34:45 - mmengine - INFO - Epoch(train) [63][3200/5005] lr: 4.6548e-02 eta: 9:55:20 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5468 2022/12/05 01:34:57 - mmengine - INFO - Epoch(train) [63][3300/5005] lr: 4.6522e-02 eta: 9:55:07 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.7313 2022/12/05 01:35:10 - mmengine - INFO - Epoch(train) [63][3400/5005] lr: 4.6496e-02 eta: 9:54:55 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.5346 2022/12/05 01:35:23 - mmengine - INFO - Epoch(train) [63][3500/5005] lr: 4.6470e-02 eta: 9:54:43 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.5733 2022/12/05 01:35:35 - mmengine - INFO - Epoch(train) [63][3600/5005] lr: 4.6444e-02 eta: 9:54:30 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5467 2022/12/05 01:35:47 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:35:48 - mmengine - INFO - Epoch(train) [63][3700/5005] lr: 4.6418e-02 eta: 9:54:18 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.3767 2022/12/05 01:36:01 - mmengine - INFO - Epoch(train) [63][3800/5005] lr: 4.6392e-02 eta: 9:54:06 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.4115 2022/12/05 01:36:13 - mmengine - INFO - Epoch(train) [63][3900/5005] lr: 4.6365e-02 eta: 9:53:53 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.6783 2022/12/05 01:36:26 - mmengine - INFO - Epoch(train) [63][4000/5005] lr: 4.6339e-02 eta: 9:53:41 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5416 2022/12/05 01:36:38 - mmengine - INFO - Epoch(train) [63][4100/5005] lr: 4.6313e-02 eta: 9:53:29 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.8086 2022/12/05 01:36:51 - mmengine - INFO - Epoch(train) [63][4200/5005] lr: 4.6287e-02 eta: 9:53:16 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5450 2022/12/05 01:37:04 - mmengine - INFO - Epoch(train) [63][4300/5005] lr: 4.6261e-02 eta: 9:53:04 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.6407 2022/12/05 01:37:16 - mmengine - INFO - Epoch(train) [63][4400/5005] lr: 4.6235e-02 eta: 9:52:52 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.6539 2022/12/05 01:37:29 - mmengine - INFO - Epoch(train) [63][4500/5005] lr: 4.6209e-02 eta: 9:52:39 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.5676 2022/12/05 01:37:42 - mmengine - INFO - Epoch(train) [63][4600/5005] lr: 4.6183e-02 eta: 9:52:27 time: 0.1255 data_time: 0.0015 memory: 4034 loss: 1.7932 2022/12/05 01:37:53 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:37:54 - mmengine - INFO - Epoch(train) [63][4700/5005] lr: 4.6157e-02 eta: 9:52:15 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.8396 2022/12/05 01:38:07 - mmengine - INFO - Epoch(train) [63][4800/5005] lr: 4.6131e-02 eta: 9:52:02 time: 0.1261 data_time: 0.0016 memory: 4034 loss: 1.6607 2022/12/05 01:38:20 - mmengine - INFO - Epoch(train) [63][4900/5005] lr: 4.6105e-02 eta: 9:51:50 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.6744 2022/12/05 01:38:32 - mmengine - INFO - Epoch(train) [63][5000/5005] lr: 4.6079e-02 eta: 9:51:38 time: 0.1265 data_time: 0.0024 memory: 4034 loss: 1.5879 2022/12/05 01:38:33 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:38:33 - mmengine - INFO - Saving checkpoint at 63 epochs 2022/12/05 01:38:40 - mmengine - INFO - Epoch(val) [63][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0082 memory: 4034 2022/12/05 01:38:53 - mmengine - INFO - Epoch(val) [63][196/196] accuracy/top1: 67.5760 accuracy/top5: 88.4360 2022/12/05 01:39:05 - mmengine - INFO - Epoch(train) [64][ 100/5005] lr: 4.6051e-02 eta: 9:51:25 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.6806 2022/12/05 01:39:18 - mmengine - INFO - Epoch(train) [64][ 200/5005] lr: 4.6025e-02 eta: 9:51:12 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5817 2022/12/05 01:39:31 - mmengine - INFO - Epoch(train) [64][ 300/5005] lr: 4.5999e-02 eta: 9:51:00 time: 0.1259 data_time: 0.0016 memory: 4034 loss: 1.5358 2022/12/05 01:39:43 - mmengine - INFO - Epoch(train) [64][ 400/5005] lr: 4.5973e-02 eta: 9:50:48 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5010 2022/12/05 01:39:56 - mmengine - INFO - Epoch(train) [64][ 500/5005] lr: 4.5947e-02 eta: 9:50:35 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.7264 2022/12/05 01:40:09 - mmengine - INFO - Epoch(train) [64][ 600/5005] lr: 4.5921e-02 eta: 9:50:23 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.5010 2022/12/05 01:40:19 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:40:21 - mmengine - INFO - Epoch(train) [64][ 700/5005] lr: 4.5895e-02 eta: 9:50:11 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.7021 2022/12/05 01:40:34 - mmengine - INFO - Epoch(train) [64][ 800/5005] lr: 4.5869e-02 eta: 9:49:58 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5427 2022/12/05 01:40:46 - mmengine - INFO - Epoch(train) [64][ 900/5005] lr: 4.5843e-02 eta: 9:49:46 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.3831 2022/12/05 01:40:59 - mmengine - INFO - Epoch(train) [64][1000/5005] lr: 4.5817e-02 eta: 9:49:34 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.3226 2022/12/05 01:41:12 - mmengine - INFO - Epoch(train) [64][1100/5005] lr: 4.5791e-02 eta: 9:49:21 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.4694 2022/12/05 01:41:24 - mmengine - INFO - Epoch(train) [64][1200/5005] lr: 4.5765e-02 eta: 9:49:09 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5898 2022/12/05 01:41:37 - mmengine - INFO - Epoch(train) [64][1300/5005] lr: 4.5738e-02 eta: 9:48:57 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4222 2022/12/05 01:41:50 - mmengine - INFO - Epoch(train) [64][1400/5005] lr: 4.5712e-02 eta: 9:48:44 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5929 2022/12/05 01:42:02 - mmengine - INFO - Epoch(train) [64][1500/5005] lr: 4.5686e-02 eta: 9:48:32 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.6763 2022/12/05 01:42:15 - mmengine - INFO - Epoch(train) [64][1600/5005] lr: 4.5660e-02 eta: 9:48:20 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.5286 2022/12/05 01:42:26 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:42:27 - mmengine - INFO - Epoch(train) [64][1700/5005] lr: 4.5634e-02 eta: 9:48:07 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4206 2022/12/05 01:42:40 - mmengine - INFO - Epoch(train) [64][1800/5005] lr: 4.5608e-02 eta: 9:47:55 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5198 2022/12/05 01:42:53 - mmengine - INFO - Epoch(train) [64][1900/5005] lr: 4.5582e-02 eta: 9:47:43 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.6133 2022/12/05 01:43:05 - mmengine - INFO - Epoch(train) [64][2000/5005] lr: 4.5556e-02 eta: 9:47:30 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4590 2022/12/05 01:43:18 - mmengine - INFO - Epoch(train) [64][2100/5005] lr: 4.5530e-02 eta: 9:47:18 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5148 2022/12/05 01:43:31 - mmengine - INFO - Epoch(train) [64][2200/5005] lr: 4.5504e-02 eta: 9:47:06 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.3235 2022/12/05 01:43:43 - mmengine - INFO - Epoch(train) [64][2300/5005] lr: 4.5478e-02 eta: 9:46:53 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.4972 2022/12/05 01:43:56 - mmengine - INFO - Epoch(train) [64][2400/5005] lr: 4.5452e-02 eta: 9:46:41 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.6638 2022/12/05 01:44:09 - mmengine - INFO - Epoch(train) [64][2500/5005] lr: 4.5426e-02 eta: 9:46:28 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.3749 2022/12/05 01:44:21 - mmengine - INFO - Epoch(train) [64][2600/5005] lr: 4.5400e-02 eta: 9:46:16 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5319 2022/12/05 01:44:32 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:44:34 - mmengine - INFO - Epoch(train) [64][2700/5005] lr: 4.5374e-02 eta: 9:46:04 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4805 2022/12/05 01:44:46 - mmengine - INFO - Epoch(train) [64][2800/5005] lr: 4.5348e-02 eta: 9:45:51 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.6011 2022/12/05 01:44:59 - mmengine - INFO - Epoch(train) [64][2900/5005] lr: 4.5322e-02 eta: 9:45:39 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5945 2022/12/05 01:45:12 - mmengine - INFO - Epoch(train) [64][3000/5005] lr: 4.5296e-02 eta: 9:45:27 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.6117 2022/12/05 01:45:24 - mmengine - INFO - Epoch(train) [64][3100/5005] lr: 4.5270e-02 eta: 9:45:14 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.7768 2022/12/05 01:45:37 - mmengine - INFO - Epoch(train) [64][3200/5005] lr: 4.5244e-02 eta: 9:45:02 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5148 2022/12/05 01:45:50 - mmengine - INFO - Epoch(train) [64][3300/5005] lr: 4.5218e-02 eta: 9:44:50 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5328 2022/12/05 01:46:02 - mmengine - INFO - Epoch(train) [64][3400/5005] lr: 4.5191e-02 eta: 9:44:37 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.5475 2022/12/05 01:46:15 - mmengine - INFO - Epoch(train) [64][3500/5005] lr: 4.5165e-02 eta: 9:44:25 time: 0.1276 data_time: 0.0016 memory: 4034 loss: 1.6000 2022/12/05 01:46:28 - mmengine - INFO - Epoch(train) [64][3600/5005] lr: 4.5139e-02 eta: 9:44:13 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.5579 2022/12/05 01:46:38 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:46:40 - mmengine - INFO - Epoch(train) [64][3700/5005] lr: 4.5113e-02 eta: 9:44:00 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5216 2022/12/05 01:46:53 - mmengine - INFO - Epoch(train) [64][3800/5005] lr: 4.5087e-02 eta: 9:43:48 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4862 2022/12/05 01:47:06 - mmengine - INFO - Epoch(train) [64][3900/5005] lr: 4.5061e-02 eta: 9:43:36 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5638 2022/12/05 01:47:18 - mmengine - INFO - Epoch(train) [64][4000/5005] lr: 4.5035e-02 eta: 9:43:23 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.7153 2022/12/05 01:47:31 - mmengine - INFO - Epoch(train) [64][4100/5005] lr: 4.5009e-02 eta: 9:43:11 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.6007 2022/12/05 01:47:44 - mmengine - INFO - Epoch(train) [64][4200/5005] lr: 4.4983e-02 eta: 9:42:59 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4433 2022/12/05 01:47:56 - mmengine - INFO - Epoch(train) [64][4300/5005] lr: 4.4957e-02 eta: 9:42:46 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5367 2022/12/05 01:48:09 - mmengine - INFO - Epoch(train) [64][4400/5005] lr: 4.4931e-02 eta: 9:42:34 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.7686 2022/12/05 01:48:21 - mmengine - INFO - Epoch(train) [64][4500/5005] lr: 4.4905e-02 eta: 9:42:22 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5556 2022/12/05 01:48:34 - mmengine - INFO - Epoch(train) [64][4600/5005] lr: 4.4879e-02 eta: 9:42:09 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.6552 2022/12/05 01:48:45 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:48:47 - mmengine - INFO - Epoch(train) [64][4700/5005] lr: 4.4853e-02 eta: 9:41:57 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.3911 2022/12/05 01:48:59 - mmengine - INFO - Epoch(train) [64][4800/5005] lr: 4.4827e-02 eta: 9:41:45 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5462 2022/12/05 01:49:12 - mmengine - INFO - Epoch(train) [64][4900/5005] lr: 4.4801e-02 eta: 9:41:32 time: 0.1255 data_time: 0.0015 memory: 4034 loss: 1.7075 2022/12/05 01:49:25 - mmengine - INFO - Epoch(train) [64][5000/5005] lr: 4.4775e-02 eta: 9:41:20 time: 0.1262 data_time: 0.0025 memory: 4034 loss: 1.6800 2022/12/05 01:49:25 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:49:25 - mmengine - INFO - Saving checkpoint at 64 epochs 2022/12/05 01:49:32 - mmengine - INFO - Epoch(val) [64][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0079 memory: 4034 2022/12/05 01:49:45 - mmengine - INFO - Epoch(val) [64][196/196] accuracy/top1: 68.3240 accuracy/top5: 88.9620 2022/12/05 01:49:58 - mmengine - INFO - Epoch(train) [65][ 100/5005] lr: 4.4748e-02 eta: 9:41:07 time: 0.1265 data_time: 0.0017 memory: 4034 loss: 1.5426 2022/12/05 01:50:11 - mmengine - INFO - Epoch(train) [65][ 200/5005] lr: 4.4722e-02 eta: 9:40:55 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.3672 2022/12/05 01:50:23 - mmengine - INFO - Epoch(train) [65][ 300/5005] lr: 4.4696e-02 eta: 9:40:43 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4747 2022/12/05 01:50:36 - mmengine - INFO - Epoch(train) [65][ 400/5005] lr: 4.4670e-02 eta: 9:40:30 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.4948 2022/12/05 01:50:48 - mmengine - INFO - Epoch(train) [65][ 500/5005] lr: 4.4644e-02 eta: 9:40:18 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.6958 2022/12/05 01:51:01 - mmengine - INFO - Epoch(train) [65][ 600/5005] lr: 4.4618e-02 eta: 9:40:05 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.3760 2022/12/05 01:51:11 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:51:14 - mmengine - INFO - Epoch(train) [65][ 700/5005] lr: 4.4592e-02 eta: 9:39:53 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4200 2022/12/05 01:51:26 - mmengine - INFO - Epoch(train) [65][ 800/5005] lr: 4.4566e-02 eta: 9:39:41 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.6633 2022/12/05 01:51:39 - mmengine - INFO - Epoch(train) [65][ 900/5005] lr: 4.4540e-02 eta: 9:39:28 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.6835 2022/12/05 01:51:52 - mmengine - INFO - Epoch(train) [65][1000/5005] lr: 4.4514e-02 eta: 9:39:16 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.7401 2022/12/05 01:52:04 - mmengine - INFO - Epoch(train) [65][1100/5005] lr: 4.4488e-02 eta: 9:39:04 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.6693 2022/12/05 01:52:17 - mmengine - INFO - Epoch(train) [65][1200/5005] lr: 4.4462e-02 eta: 9:38:51 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.7453 2022/12/05 01:52:29 - mmengine - INFO - Epoch(train) [65][1300/5005] lr: 4.4436e-02 eta: 9:38:39 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5369 2022/12/05 01:52:42 - mmengine - INFO - Epoch(train) [65][1400/5005] lr: 4.4410e-02 eta: 9:38:27 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5451 2022/12/05 01:52:55 - mmengine - INFO - Epoch(train) [65][1500/5005] lr: 4.4384e-02 eta: 9:38:14 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5289 2022/12/05 01:53:07 - mmengine - INFO - Epoch(train) [65][1600/5005] lr: 4.4358e-02 eta: 9:38:02 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4465 2022/12/05 01:53:17 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:53:20 - mmengine - INFO - Epoch(train) [65][1700/5005] lr: 4.4332e-02 eta: 9:37:50 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4263 2022/12/05 01:53:33 - mmengine - INFO - Epoch(train) [65][1800/5005] lr: 4.4306e-02 eta: 9:37:37 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5640 2022/12/05 01:53:45 - mmengine - INFO - Epoch(train) [65][1900/5005] lr: 4.4280e-02 eta: 9:37:25 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5426 2022/12/05 01:53:58 - mmengine - INFO - Epoch(train) [65][2000/5005] lr: 4.4254e-02 eta: 9:37:12 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.4604 2022/12/05 01:54:11 - mmengine - INFO - Epoch(train) [65][2100/5005] lr: 4.4228e-02 eta: 9:37:00 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.3554 2022/12/05 01:54:23 - mmengine - INFO - Epoch(train) [65][2200/5005] lr: 4.4202e-02 eta: 9:36:48 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.5392 2022/12/05 01:54:36 - mmengine - INFO - Epoch(train) [65][2300/5005] lr: 4.4176e-02 eta: 9:36:35 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5542 2022/12/05 01:54:48 - mmengine - INFO - Epoch(train) [65][2400/5005] lr: 4.4150e-02 eta: 9:36:23 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4485 2022/12/05 01:55:01 - mmengine - INFO - Epoch(train) [65][2500/5005] lr: 4.4124e-02 eta: 9:36:11 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.7765 2022/12/05 01:55:14 - mmengine - INFO - Epoch(train) [65][2600/5005] lr: 4.4098e-02 eta: 9:35:58 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4215 2022/12/05 01:55:24 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:55:26 - mmengine - INFO - Epoch(train) [65][2700/5005] lr: 4.4072e-02 eta: 9:35:46 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4132 2022/12/05 01:55:39 - mmengine - INFO - Epoch(train) [65][2800/5005] lr: 4.4046e-02 eta: 9:35:34 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.5027 2022/12/05 01:55:52 - mmengine - INFO - Epoch(train) [65][2900/5005] lr: 4.4020e-02 eta: 9:35:21 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5303 2022/12/05 01:56:04 - mmengine - INFO - Epoch(train) [65][3000/5005] lr: 4.3994e-02 eta: 9:35:09 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5388 2022/12/05 01:56:17 - mmengine - INFO - Epoch(train) [65][3100/5005] lr: 4.3968e-02 eta: 9:34:57 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5391 2022/12/05 01:56:29 - mmengine - INFO - Epoch(train) [65][3200/5005] lr: 4.3942e-02 eta: 9:34:44 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.6938 2022/12/05 01:56:42 - mmengine - INFO - Epoch(train) [65][3300/5005] lr: 4.3916e-02 eta: 9:34:32 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4704 2022/12/05 01:56:55 - mmengine - INFO - Epoch(train) [65][3400/5005] lr: 4.3890e-02 eta: 9:34:20 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.6368 2022/12/05 01:57:07 - mmengine - INFO - Epoch(train) [65][3500/5005] lr: 4.3864e-02 eta: 9:34:07 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.6143 2022/12/05 01:57:20 - mmengine - INFO - Epoch(train) [65][3600/5005] lr: 4.3838e-02 eta: 9:33:55 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.7609 2022/12/05 01:57:30 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:57:33 - mmengine - INFO - Epoch(train) [65][3700/5005] lr: 4.3812e-02 eta: 9:33:42 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4257 2022/12/05 01:57:45 - mmengine - INFO - Epoch(train) [65][3800/5005] lr: 4.3787e-02 eta: 9:33:30 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.6595 2022/12/05 01:57:58 - mmengine - INFO - Epoch(train) [65][3900/5005] lr: 4.3761e-02 eta: 9:33:18 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.7009 2022/12/05 01:58:11 - mmengine - INFO - Epoch(train) [65][4000/5005] lr: 4.3735e-02 eta: 9:33:05 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.4156 2022/12/05 01:58:23 - mmengine - INFO - Epoch(train) [65][4100/5005] lr: 4.3709e-02 eta: 9:32:53 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.3330 2022/12/05 01:58:36 - mmengine - INFO - Epoch(train) [65][4200/5005] lr: 4.3683e-02 eta: 9:32:41 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5491 2022/12/05 01:58:48 - mmengine - INFO - Epoch(train) [65][4300/5005] lr: 4.3657e-02 eta: 9:32:28 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.5649 2022/12/05 01:59:01 - mmengine - INFO - Epoch(train) [65][4400/5005] lr: 4.3631e-02 eta: 9:32:16 time: 0.1252 data_time: 0.0016 memory: 4034 loss: 1.5190 2022/12/05 01:59:14 - mmengine - INFO - Epoch(train) [65][4500/5005] lr: 4.3605e-02 eta: 9:32:04 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4947 2022/12/05 01:59:26 - mmengine - INFO - Epoch(train) [65][4600/5005] lr: 4.3579e-02 eta: 9:31:51 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5112 2022/12/05 01:59:36 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 01:59:39 - mmengine - INFO - Epoch(train) [65][4700/5005] lr: 4.3553e-02 eta: 9:31:39 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.6311 2022/12/05 01:59:52 - mmengine - INFO - Epoch(train) [65][4800/5005] lr: 4.3527e-02 eta: 9:31:27 time: 0.1255 data_time: 0.0018 memory: 4034 loss: 1.2910 2022/12/05 02:00:04 - mmengine - INFO - Epoch(train) [65][4900/5005] lr: 4.3501e-02 eta: 9:31:14 time: 0.1254 data_time: 0.0015 memory: 4034 loss: 1.4503 2022/12/05 02:00:17 - mmengine - INFO - Epoch(train) [65][5000/5005] lr: 4.3475e-02 eta: 9:31:02 time: 0.1263 data_time: 0.0024 memory: 4034 loss: 1.5701 2022/12/05 02:00:17 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:00:17 - mmengine - INFO - Saving checkpoint at 65 epochs 2022/12/05 02:00:24 - mmengine - INFO - Epoch(val) [65][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0079 memory: 4034 2022/12/05 02:00:37 - mmengine - INFO - Epoch(val) [65][196/196] accuracy/top1: 67.7460 accuracy/top5: 88.5340 2022/12/05 02:00:50 - mmengine - INFO - Epoch(train) [66][ 100/5005] lr: 4.3448e-02 eta: 9:30:49 time: 0.1252 data_time: 0.0015 memory: 4034 loss: 1.4067 2022/12/05 02:01:03 - mmengine - INFO - Epoch(train) [66][ 200/5005] lr: 4.3422e-02 eta: 9:30:37 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.4836 2022/12/05 02:01:15 - mmengine - INFO - Epoch(train) [66][ 300/5005] lr: 4.3396e-02 eta: 9:30:24 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.2520 2022/12/05 02:01:28 - mmengine - INFO - Epoch(train) [66][ 400/5005] lr: 4.3370e-02 eta: 9:30:12 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4430 2022/12/05 02:01:41 - mmengine - INFO - Epoch(train) [66][ 500/5005] lr: 4.3344e-02 eta: 9:30:00 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5429 2022/12/05 02:01:53 - mmengine - INFO - Epoch(train) [66][ 600/5005] lr: 4.3318e-02 eta: 9:29:47 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.4915 2022/12/05 02:02:03 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:02:06 - mmengine - INFO - Epoch(train) [66][ 700/5005] lr: 4.3292e-02 eta: 9:29:35 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.4318 2022/12/05 02:02:19 - mmengine - INFO - Epoch(train) [66][ 800/5005] lr: 4.3267e-02 eta: 9:29:23 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5482 2022/12/05 02:02:31 - mmengine - INFO - Epoch(train) [66][ 900/5005] lr: 4.3241e-02 eta: 9:29:10 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4846 2022/12/05 02:02:44 - mmengine - INFO - Epoch(train) [66][1000/5005] lr: 4.3215e-02 eta: 9:28:58 time: 0.1255 data_time: 0.0015 memory: 4034 loss: 1.7243 2022/12/05 02:02:57 - mmengine - INFO - Epoch(train) [66][1100/5005] lr: 4.3189e-02 eta: 9:28:45 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5219 2022/12/05 02:03:09 - mmengine - INFO - Epoch(train) [66][1200/5005] lr: 4.3163e-02 eta: 9:28:33 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4827 2022/12/05 02:03:22 - mmengine - INFO - Epoch(train) [66][1300/5005] lr: 4.3137e-02 eta: 9:28:21 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4210 2022/12/05 02:03:34 - mmengine - INFO - Epoch(train) [66][1400/5005] lr: 4.3111e-02 eta: 9:28:08 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.6538 2022/12/05 02:03:47 - mmengine - INFO - Epoch(train) [66][1500/5005] lr: 4.3085e-02 eta: 9:27:56 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5131 2022/12/05 02:04:00 - mmengine - INFO - Epoch(train) [66][1600/5005] lr: 4.3059e-02 eta: 9:27:44 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4675 2022/12/05 02:04:09 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:04:12 - mmengine - INFO - Epoch(train) [66][1700/5005] lr: 4.3033e-02 eta: 9:27:31 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4402 2022/12/05 02:04:25 - mmengine - INFO - Epoch(train) [66][1800/5005] lr: 4.3008e-02 eta: 9:27:19 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.7777 2022/12/05 02:04:38 - mmengine - INFO - Epoch(train) [66][1900/5005] lr: 4.2982e-02 eta: 9:27:07 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4254 2022/12/05 02:04:50 - mmengine - INFO - Epoch(train) [66][2000/5005] lr: 4.2956e-02 eta: 9:26:54 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5904 2022/12/05 02:05:03 - mmengine - INFO - Epoch(train) [66][2100/5005] lr: 4.2930e-02 eta: 9:26:42 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4576 2022/12/05 02:05:16 - mmengine - INFO - Epoch(train) [66][2200/5005] lr: 4.2904e-02 eta: 9:26:30 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5931 2022/12/05 02:05:28 - mmengine - INFO - Epoch(train) [66][2300/5005] lr: 4.2878e-02 eta: 9:26:17 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5681 2022/12/05 02:05:41 - mmengine - INFO - Epoch(train) [66][2400/5005] lr: 4.2852e-02 eta: 9:26:05 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.6019 2022/12/05 02:05:53 - mmengine - INFO - Epoch(train) [66][2500/5005] lr: 4.2826e-02 eta: 9:25:52 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5401 2022/12/05 02:06:06 - mmengine - INFO - Epoch(train) [66][2600/5005] lr: 4.2800e-02 eta: 9:25:40 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.7648 2022/12/05 02:06:16 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:06:19 - mmengine - INFO - Epoch(train) [66][2700/5005] lr: 4.2775e-02 eta: 9:25:28 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4608 2022/12/05 02:06:31 - mmengine - INFO - Epoch(train) [66][2800/5005] lr: 4.2749e-02 eta: 9:25:15 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.6433 2022/12/05 02:06:44 - mmengine - INFO - Epoch(train) [66][2900/5005] lr: 4.2723e-02 eta: 9:25:03 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.7874 2022/12/05 02:06:57 - mmengine - INFO - Epoch(train) [66][3000/5005] lr: 4.2697e-02 eta: 9:24:51 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4680 2022/12/05 02:07:09 - mmengine - INFO - Epoch(train) [66][3100/5005] lr: 4.2671e-02 eta: 9:24:38 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.6999 2022/12/05 02:07:22 - mmengine - INFO - Epoch(train) [66][3200/5005] lr: 4.2645e-02 eta: 9:24:26 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5078 2022/12/05 02:07:35 - mmengine - INFO - Epoch(train) [66][3300/5005] lr: 4.2619e-02 eta: 9:24:14 time: 0.1254 data_time: 0.0017 memory: 4034 loss: 1.5648 2022/12/05 02:07:47 - mmengine - INFO - Epoch(train) [66][3400/5005] lr: 4.2593e-02 eta: 9:24:01 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.3530 2022/12/05 02:08:00 - mmengine - INFO - Epoch(train) [66][3500/5005] lr: 4.2568e-02 eta: 9:23:49 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4267 2022/12/05 02:08:13 - mmengine - INFO - Epoch(train) [66][3600/5005] lr: 4.2542e-02 eta: 9:23:37 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5012 2022/12/05 02:08:22 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:08:25 - mmengine - INFO - Epoch(train) [66][3700/5005] lr: 4.2516e-02 eta: 9:23:24 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4378 2022/12/05 02:08:38 - mmengine - INFO - Epoch(train) [66][3800/5005] lr: 4.2490e-02 eta: 9:23:12 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4024 2022/12/05 02:08:50 - mmengine - INFO - Epoch(train) [66][3900/5005] lr: 4.2464e-02 eta: 9:22:59 time: 0.1275 data_time: 0.0016 memory: 4034 loss: 1.6562 2022/12/05 02:09:03 - mmengine - INFO - Epoch(train) [66][4000/5005] lr: 4.2438e-02 eta: 9:22:47 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.6520 2022/12/05 02:09:16 - mmengine - INFO - Epoch(train) [66][4100/5005] lr: 4.2412e-02 eta: 9:22:35 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.7144 2022/12/05 02:09:28 - mmengine - INFO - Epoch(train) [66][4200/5005] lr: 4.2387e-02 eta: 9:22:22 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5551 2022/12/05 02:09:41 - mmengine - INFO - Epoch(train) [66][4300/5005] lr: 4.2361e-02 eta: 9:22:10 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.3300 2022/12/05 02:09:54 - mmengine - INFO - Epoch(train) [66][4400/5005] lr: 4.2335e-02 eta: 9:21:58 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.6406 2022/12/05 02:10:06 - mmengine - INFO - Epoch(train) [66][4500/5005] lr: 4.2309e-02 eta: 9:21:45 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.5181 2022/12/05 02:10:19 - mmengine - INFO - Epoch(train) [66][4600/5005] lr: 4.2283e-02 eta: 9:21:33 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.6869 2022/12/05 02:10:28 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:10:32 - mmengine - INFO - Epoch(train) [66][4700/5005] lr: 4.2257e-02 eta: 9:21:21 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5536 2022/12/05 02:10:44 - mmengine - INFO - Epoch(train) [66][4800/5005] lr: 4.2231e-02 eta: 9:21:08 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5306 2022/12/05 02:10:57 - mmengine - INFO - Epoch(train) [66][4900/5005] lr: 4.2206e-02 eta: 9:20:56 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.5060 2022/12/05 02:11:10 - mmengine - INFO - Epoch(train) [66][5000/5005] lr: 4.2180e-02 eta: 9:20:44 time: 0.1265 data_time: 0.0024 memory: 4034 loss: 1.4912 2022/12/05 02:11:10 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:11:10 - mmengine - INFO - Saving checkpoint at 66 epochs 2022/12/05 02:11:17 - mmengine - INFO - Epoch(val) [66][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0079 memory: 4034 2022/12/05 02:11:30 - mmengine - INFO - Epoch(val) [66][196/196] accuracy/top1: 68.6700 accuracy/top5: 89.0160 2022/12/05 02:11:43 - mmengine - INFO - Epoch(train) [67][ 100/5005] lr: 4.2153e-02 eta: 9:20:31 time: 0.1253 data_time: 0.0016 memory: 4034 loss: 1.4937 2022/12/05 02:11:55 - mmengine - INFO - Epoch(train) [67][ 200/5005] lr: 4.2127e-02 eta: 9:20:18 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5512 2022/12/05 02:12:08 - mmengine - INFO - Epoch(train) [67][ 300/5005] lr: 4.2101e-02 eta: 9:20:06 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4258 2022/12/05 02:12:21 - mmengine - INFO - Epoch(train) [67][ 400/5005] lr: 4.2075e-02 eta: 9:19:54 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.3639 2022/12/05 02:12:33 - mmengine - INFO - Epoch(train) [67][ 500/5005] lr: 4.2049e-02 eta: 9:19:41 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.3166 2022/12/05 02:12:46 - mmengine - INFO - Epoch(train) [67][ 600/5005] lr: 4.2024e-02 eta: 9:19:29 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.6642 2022/12/05 02:12:55 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:12:58 - mmengine - INFO - Epoch(train) [67][ 700/5005] lr: 4.1998e-02 eta: 9:19:17 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.3508 2022/12/05 02:13:11 - mmengine - INFO - Epoch(train) [67][ 800/5005] lr: 4.1972e-02 eta: 9:19:04 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.3982 2022/12/05 02:13:24 - mmengine - INFO - Epoch(train) [67][ 900/5005] lr: 4.1946e-02 eta: 9:18:52 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5463 2022/12/05 02:13:36 - mmengine - INFO - Epoch(train) [67][1000/5005] lr: 4.1920e-02 eta: 9:18:40 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5765 2022/12/05 02:13:49 - mmengine - INFO - Epoch(train) [67][1100/5005] lr: 4.1895e-02 eta: 9:18:27 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5694 2022/12/05 02:14:02 - mmengine - INFO - Epoch(train) [67][1200/5005] lr: 4.1869e-02 eta: 9:18:15 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4666 2022/12/05 02:14:14 - mmengine - INFO - Epoch(train) [67][1300/5005] lr: 4.1843e-02 eta: 9:18:02 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5581 2022/12/05 02:14:27 - mmengine - INFO - Epoch(train) [67][1400/5005] lr: 4.1817e-02 eta: 9:17:50 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.3450 2022/12/05 02:14:40 - mmengine - INFO - Epoch(train) [67][1500/5005] lr: 4.1791e-02 eta: 9:17:38 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.3924 2022/12/05 02:14:52 - mmengine - INFO - Epoch(train) [67][1600/5005] lr: 4.1766e-02 eta: 9:17:25 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.3664 2022/12/05 02:15:01 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:15:05 - mmengine - INFO - Epoch(train) [67][1700/5005] lr: 4.1740e-02 eta: 9:17:13 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4559 2022/12/05 02:15:18 - mmengine - INFO - Epoch(train) [67][1800/5005] lr: 4.1714e-02 eta: 9:17:01 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.5615 2022/12/05 02:15:30 - mmengine - INFO - Epoch(train) [67][1900/5005] lr: 4.1688e-02 eta: 9:16:48 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4144 2022/12/05 02:15:43 - mmengine - INFO - Epoch(train) [67][2000/5005] lr: 4.1662e-02 eta: 9:16:36 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5527 2022/12/05 02:15:56 - mmengine - INFO - Epoch(train) [67][2100/5005] lr: 4.1637e-02 eta: 9:16:24 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.3216 2022/12/05 02:16:08 - mmengine - INFO - Epoch(train) [67][2200/5005] lr: 4.1611e-02 eta: 9:16:11 time: 0.1259 data_time: 0.0016 memory: 4034 loss: 1.4530 2022/12/05 02:16:21 - mmengine - INFO - Epoch(train) [67][2300/5005] lr: 4.1585e-02 eta: 9:15:59 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5583 2022/12/05 02:16:33 - mmengine - INFO - Epoch(train) [67][2400/5005] lr: 4.1559e-02 eta: 9:15:47 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.6152 2022/12/05 02:16:46 - mmengine - INFO - Epoch(train) [67][2500/5005] lr: 4.1533e-02 eta: 9:15:34 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.6006 2022/12/05 02:16:59 - mmengine - INFO - Epoch(train) [67][2600/5005] lr: 4.1508e-02 eta: 9:15:22 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.3536 2022/12/05 02:17:08 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:17:11 - mmengine - INFO - Epoch(train) [67][2700/5005] lr: 4.1482e-02 eta: 9:15:09 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.2986 2022/12/05 02:17:24 - mmengine - INFO - Epoch(train) [67][2800/5005] lr: 4.1456e-02 eta: 9:14:57 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4067 2022/12/05 02:17:37 - mmengine - INFO - Epoch(train) [67][2900/5005] lr: 4.1430e-02 eta: 9:14:45 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.5687 2022/12/05 02:17:49 - mmengine - INFO - Epoch(train) [67][3000/5005] lr: 4.1405e-02 eta: 9:14:32 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5270 2022/12/05 02:18:02 - mmengine - INFO - Epoch(train) [67][3100/5005] lr: 4.1379e-02 eta: 9:14:20 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4452 2022/12/05 02:18:15 - mmengine - INFO - Epoch(train) [67][3200/5005] lr: 4.1353e-02 eta: 9:14:08 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5154 2022/12/05 02:18:27 - mmengine - INFO - Epoch(train) [67][3300/5005] lr: 4.1327e-02 eta: 9:13:55 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.4211 2022/12/05 02:18:40 - mmengine - INFO - Epoch(train) [67][3400/5005] lr: 4.1302e-02 eta: 9:13:43 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.4939 2022/12/05 02:18:53 - mmengine - INFO - Epoch(train) [67][3500/5005] lr: 4.1276e-02 eta: 9:13:31 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5433 2022/12/05 02:19:05 - mmengine - INFO - Epoch(train) [67][3600/5005] lr: 4.1250e-02 eta: 9:13:18 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.2692 2022/12/05 02:19:14 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:19:18 - mmengine - INFO - Epoch(train) [67][3700/5005] lr: 4.1224e-02 eta: 9:13:06 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.6458 2022/12/05 02:19:31 - mmengine - INFO - Epoch(train) [67][3800/5005] lr: 4.1199e-02 eta: 9:12:54 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.7133 2022/12/05 02:19:43 - mmengine - INFO - Epoch(train) [67][3900/5005] lr: 4.1173e-02 eta: 9:12:41 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.7173 2022/12/05 02:19:56 - mmengine - INFO - Epoch(train) [67][4000/5005] lr: 4.1147e-02 eta: 9:12:29 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.6498 2022/12/05 02:20:09 - mmengine - INFO - Epoch(train) [67][4100/5005] lr: 4.1121e-02 eta: 9:12:17 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5462 2022/12/05 02:20:21 - mmengine - INFO - Epoch(train) [67][4200/5005] lr: 4.1096e-02 eta: 9:12:04 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.7652 2022/12/05 02:20:34 - mmengine - INFO - Epoch(train) [67][4300/5005] lr: 4.1070e-02 eta: 9:11:52 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4642 2022/12/05 02:20:47 - mmengine - INFO - Epoch(train) [67][4400/5005] lr: 4.1044e-02 eta: 9:11:39 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4238 2022/12/05 02:20:59 - mmengine - INFO - Epoch(train) [67][4500/5005] lr: 4.1018e-02 eta: 9:11:27 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.5986 2022/12/05 02:21:12 - mmengine - INFO - Epoch(train) [67][4600/5005] lr: 4.0993e-02 eta: 9:11:15 time: 0.1256 data_time: 0.0018 memory: 4034 loss: 1.5333 2022/12/05 02:21:21 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:21:25 - mmengine - INFO - Epoch(train) [67][4700/5005] lr: 4.0967e-02 eta: 9:11:02 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4449 2022/12/05 02:21:37 - mmengine - INFO - Epoch(train) [67][4800/5005] lr: 4.0941e-02 eta: 9:10:50 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5295 2022/12/05 02:21:50 - mmengine - INFO - Epoch(train) [67][4900/5005] lr: 4.0915e-02 eta: 9:10:38 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.5878 2022/12/05 02:22:02 - mmengine - INFO - Epoch(train) [67][5000/5005] lr: 4.0890e-02 eta: 9:10:25 time: 0.1267 data_time: 0.0025 memory: 4034 loss: 1.4753 2022/12/05 02:22:03 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:22:03 - mmengine - INFO - Saving checkpoint at 67 epochs 2022/12/05 02:22:10 - mmengine - INFO - Epoch(val) [67][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0080 memory: 4034 2022/12/05 02:22:23 - mmengine - INFO - Epoch(val) [67][196/196] accuracy/top1: 68.8600 accuracy/top5: 89.1960 2022/12/05 02:22:36 - mmengine - INFO - Epoch(train) [68][ 100/5005] lr: 4.0863e-02 eta: 9:10:12 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.6242 2022/12/05 02:22:48 - mmengine - INFO - Epoch(train) [68][ 200/5005] lr: 4.0837e-02 eta: 9:10:00 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5305 2022/12/05 02:23:01 - mmengine - INFO - Epoch(train) [68][ 300/5005] lr: 4.0811e-02 eta: 9:09:48 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.5309 2022/12/05 02:23:14 - mmengine - INFO - Epoch(train) [68][ 400/5005] lr: 4.0786e-02 eta: 9:09:35 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5114 2022/12/05 02:23:26 - mmengine - INFO - Epoch(train) [68][ 500/5005] lr: 4.0760e-02 eta: 9:09:23 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.4181 2022/12/05 02:23:39 - mmengine - INFO - Epoch(train) [68][ 600/5005] lr: 4.0734e-02 eta: 9:09:11 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.3420 2022/12/05 02:23:47 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:23:52 - mmengine - INFO - Epoch(train) [68][ 700/5005] lr: 4.0709e-02 eta: 9:08:58 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4396 2022/12/05 02:24:04 - mmengine - INFO - Epoch(train) [68][ 800/5005] lr: 4.0683e-02 eta: 9:08:46 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.6671 2022/12/05 02:24:17 - mmengine - INFO - Epoch(train) [68][ 900/5005] lr: 4.0657e-02 eta: 9:08:34 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.3553 2022/12/05 02:24:30 - mmengine - INFO - Epoch(train) [68][1000/5005] lr: 4.0631e-02 eta: 9:08:21 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.6477 2022/12/05 02:24:42 - mmengine - INFO - Epoch(train) [68][1100/5005] lr: 4.0606e-02 eta: 9:08:09 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4693 2022/12/05 02:24:55 - mmengine - INFO - Epoch(train) [68][1200/5005] lr: 4.0580e-02 eta: 9:07:57 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.2797 2022/12/05 02:25:08 - mmengine - INFO - Epoch(train) [68][1300/5005] lr: 4.0554e-02 eta: 9:07:44 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.3754 2022/12/05 02:25:20 - mmengine - INFO - Epoch(train) [68][1400/5005] lr: 4.0529e-02 eta: 9:07:32 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.4571 2022/12/05 02:25:33 - mmengine - INFO - Epoch(train) [68][1500/5005] lr: 4.0503e-02 eta: 9:07:19 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.3593 2022/12/05 02:25:45 - mmengine - INFO - Epoch(train) [68][1600/5005] lr: 4.0477e-02 eta: 9:07:07 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4522 2022/12/05 02:25:54 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:25:58 - mmengine - INFO - Epoch(train) [68][1700/5005] lr: 4.0452e-02 eta: 9:06:55 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4393 2022/12/05 02:26:11 - mmengine - INFO - Epoch(train) [68][1800/5005] lr: 4.0426e-02 eta: 9:06:42 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.2318 2022/12/05 02:26:23 - mmengine - INFO - Epoch(train) [68][1900/5005] lr: 4.0400e-02 eta: 9:06:30 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.4008 2022/12/05 02:26:36 - mmengine - INFO - Epoch(train) [68][2000/5005] lr: 4.0375e-02 eta: 9:06:18 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.3352 2022/12/05 02:26:49 - mmengine - INFO - Epoch(train) [68][2100/5005] lr: 4.0349e-02 eta: 9:06:05 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4880 2022/12/05 02:27:01 - mmengine - INFO - Epoch(train) [68][2200/5005] lr: 4.0323e-02 eta: 9:05:53 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.5507 2022/12/05 02:27:14 - mmengine - INFO - Epoch(train) [68][2300/5005] lr: 4.0298e-02 eta: 9:05:41 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4976 2022/12/05 02:27:27 - mmengine - INFO - Epoch(train) [68][2400/5005] lr: 4.0272e-02 eta: 9:05:28 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4482 2022/12/05 02:27:39 - mmengine - INFO - Epoch(train) [68][2500/5005] lr: 4.0246e-02 eta: 9:05:16 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.3148 2022/12/05 02:27:52 - mmengine - INFO - Epoch(train) [68][2600/5005] lr: 4.0221e-02 eta: 9:05:03 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.6204 2022/12/05 02:28:00 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:28:05 - mmengine - INFO - Epoch(train) [68][2700/5005] lr: 4.0195e-02 eta: 9:04:51 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5580 2022/12/05 02:28:17 - mmengine - INFO - Epoch(train) [68][2800/5005] lr: 4.0169e-02 eta: 9:04:39 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.6833 2022/12/05 02:28:30 - mmengine - INFO - Epoch(train) [68][2900/5005] lr: 4.0144e-02 eta: 9:04:26 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.7227 2022/12/05 02:28:43 - mmengine - INFO - Epoch(train) [68][3000/5005] lr: 4.0118e-02 eta: 9:04:14 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4208 2022/12/05 02:28:55 - mmengine - INFO - Epoch(train) [68][3100/5005] lr: 4.0093e-02 eta: 9:04:02 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4816 2022/12/05 02:29:08 - mmengine - INFO - Epoch(train) [68][3200/5005] lr: 4.0067e-02 eta: 9:03:49 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4623 2022/12/05 02:29:21 - mmengine - INFO - Epoch(train) [68][3300/5005] lr: 4.0041e-02 eta: 9:03:37 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.6072 2022/12/05 02:29:33 - mmengine - INFO - Epoch(train) [68][3400/5005] lr: 4.0016e-02 eta: 9:03:25 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.5843 2022/12/05 02:29:46 - mmengine - INFO - Epoch(train) [68][3500/5005] lr: 3.9990e-02 eta: 9:03:12 time: 0.1254 data_time: 0.0016 memory: 4034 loss: 1.7241 2022/12/05 02:29:59 - mmengine - INFO - Epoch(train) [68][3600/5005] lr: 3.9964e-02 eta: 9:03:00 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.5926 2022/12/05 02:30:07 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:30:11 - mmengine - INFO - Epoch(train) [68][3700/5005] lr: 3.9939e-02 eta: 9:02:48 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5432 2022/12/05 02:30:24 - mmengine - INFO - Epoch(train) [68][3800/5005] lr: 3.9913e-02 eta: 9:02:35 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.6717 2022/12/05 02:30:37 - mmengine - INFO - Epoch(train) [68][3900/5005] lr: 3.9888e-02 eta: 9:02:23 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.6047 2022/12/05 02:30:49 - mmengine - INFO - Epoch(train) [68][4000/5005] lr: 3.9862e-02 eta: 9:02:10 time: 0.1254 data_time: 0.0017 memory: 4034 loss: 1.3317 2022/12/05 02:31:02 - mmengine - INFO - Epoch(train) [68][4100/5005] lr: 3.9836e-02 eta: 9:01:58 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5756 2022/12/05 02:31:14 - mmengine - INFO - Epoch(train) [68][4200/5005] lr: 3.9811e-02 eta: 9:01:46 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4808 2022/12/05 02:31:27 - mmengine - INFO - Epoch(train) [68][4300/5005] lr: 3.9785e-02 eta: 9:01:33 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5003 2022/12/05 02:31:40 - mmengine - INFO - Epoch(train) [68][4400/5005] lr: 3.9759e-02 eta: 9:01:21 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.4769 2022/12/05 02:31:52 - mmengine - INFO - Epoch(train) [68][4500/5005] lr: 3.9734e-02 eta: 9:01:09 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.5245 2022/12/05 02:32:05 - mmengine - INFO - Epoch(train) [68][4600/5005] lr: 3.9708e-02 eta: 9:00:56 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.5129 2022/12/05 02:32:13 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:32:18 - mmengine - INFO - Epoch(train) [68][4700/5005] lr: 3.9683e-02 eta: 9:00:44 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.6091 2022/12/05 02:32:30 - mmengine - INFO - Epoch(train) [68][4800/5005] lr: 3.9657e-02 eta: 9:00:31 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4329 2022/12/05 02:32:43 - mmengine - INFO - Epoch(train) [68][4900/5005] lr: 3.9632e-02 eta: 9:00:19 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.6305 2022/12/05 02:32:56 - mmengine - INFO - Epoch(train) [68][5000/5005] lr: 3.9606e-02 eta: 9:00:07 time: 0.1265 data_time: 0.0025 memory: 4034 loss: 1.4664 2022/12/05 02:32:56 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:32:56 - mmengine - INFO - Saving checkpoint at 68 epochs 2022/12/05 02:33:03 - mmengine - INFO - Epoch(val) [68][100/196] eta: 0:00:03 time: 0.0387 data_time: 0.0115 memory: 4034 2022/12/05 02:33:16 - mmengine - INFO - Epoch(val) [68][196/196] accuracy/top1: 68.8480 accuracy/top5: 89.1420 2022/12/05 02:33:29 - mmengine - INFO - Epoch(train) [69][ 100/5005] lr: 3.9579e-02 eta: 8:59:54 time: 0.1263 data_time: 0.0016 memory: 4034 loss: 1.3123 2022/12/05 02:33:42 - mmengine - INFO - Epoch(train) [69][ 200/5005] lr: 3.9554e-02 eta: 8:59:42 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4417 2022/12/05 02:33:54 - mmengine - INFO - Epoch(train) [69][ 300/5005] lr: 3.9528e-02 eta: 8:59:29 time: 0.1261 data_time: 0.0016 memory: 4034 loss: 1.5701 2022/12/05 02:34:07 - mmengine - INFO - Epoch(train) [69][ 400/5005] lr: 3.9502e-02 eta: 8:59:17 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.3314 2022/12/05 02:34:20 - mmengine - INFO - Epoch(train) [69][ 500/5005] lr: 3.9477e-02 eta: 8:59:05 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.5016 2022/12/05 02:34:32 - mmengine - INFO - Epoch(train) [69][ 600/5005] lr: 3.9451e-02 eta: 8:58:52 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.4237 2022/12/05 02:34:40 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:34:45 - mmengine - INFO - Epoch(train) [69][ 700/5005] lr: 3.9426e-02 eta: 8:58:40 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4351 2022/12/05 02:34:58 - mmengine - INFO - Epoch(train) [69][ 800/5005] lr: 3.9400e-02 eta: 8:58:28 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4446 2022/12/05 02:35:10 - mmengine - INFO - Epoch(train) [69][ 900/5005] lr: 3.9375e-02 eta: 8:58:15 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3950 2022/12/05 02:35:23 - mmengine - INFO - Epoch(train) [69][1000/5005] lr: 3.9349e-02 eta: 8:58:03 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4128 2022/12/05 02:35:36 - mmengine - INFO - Epoch(train) [69][1100/5005] lr: 3.9323e-02 eta: 8:57:50 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.3199 2022/12/05 02:35:48 - mmengine - INFO - Epoch(train) [69][1200/5005] lr: 3.9298e-02 eta: 8:57:38 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4336 2022/12/05 02:36:01 - mmengine - INFO - Epoch(train) [69][1300/5005] lr: 3.9272e-02 eta: 8:57:26 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.2766 2022/12/05 02:36:13 - mmengine - INFO - Epoch(train) [69][1400/5005] lr: 3.9247e-02 eta: 8:57:13 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4969 2022/12/05 02:36:26 - mmengine - INFO - Epoch(train) [69][1500/5005] lr: 3.9221e-02 eta: 8:57:01 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.6347 2022/12/05 02:36:39 - mmengine - INFO - Epoch(train) [69][1600/5005] lr: 3.9196e-02 eta: 8:56:49 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4372 2022/12/05 02:36:46 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:36:51 - mmengine - INFO - Epoch(train) [69][1700/5005] lr: 3.9170e-02 eta: 8:56:36 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.5810 2022/12/05 02:37:04 - mmengine - INFO - Epoch(train) [69][1800/5005] lr: 3.9145e-02 eta: 8:56:24 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4012 2022/12/05 02:37:17 - mmengine - INFO - Epoch(train) [69][1900/5005] lr: 3.9119e-02 eta: 8:56:12 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.3275 2022/12/05 02:37:29 - mmengine - INFO - Epoch(train) [69][2000/5005] lr: 3.9094e-02 eta: 8:55:59 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.3851 2022/12/05 02:37:42 - mmengine - INFO - Epoch(train) [69][2100/5005] lr: 3.9068e-02 eta: 8:55:47 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.5999 2022/12/05 02:37:55 - mmengine - INFO - Epoch(train) [69][2200/5005] lr: 3.9043e-02 eta: 8:55:34 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.6122 2022/12/05 02:38:07 - mmengine - INFO - Epoch(train) [69][2300/5005] lr: 3.9017e-02 eta: 8:55:22 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5948 2022/12/05 02:38:20 - mmengine - INFO - Epoch(train) [69][2400/5005] lr: 3.8992e-02 eta: 8:55:10 time: 0.1267 data_time: 0.0016 memory: 4034 loss: 1.7149 2022/12/05 02:38:33 - mmengine - INFO - Epoch(train) [69][2500/5005] lr: 3.8966e-02 eta: 8:54:57 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4328 2022/12/05 02:38:45 - mmengine - INFO - Epoch(train) [69][2600/5005] lr: 3.8941e-02 eta: 8:54:45 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.6003 2022/12/05 02:38:53 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:38:58 - mmengine - INFO - Epoch(train) [69][2700/5005] lr: 3.8915e-02 eta: 8:54:33 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.5224 2022/12/05 02:39:11 - mmengine - INFO - Epoch(train) [69][2800/5005] lr: 3.8890e-02 eta: 8:54:20 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.5303 2022/12/05 02:39:23 - mmengine - INFO - Epoch(train) [69][2900/5005] lr: 3.8864e-02 eta: 8:54:08 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4477 2022/12/05 02:39:36 - mmengine - INFO - Epoch(train) [69][3000/5005] lr: 3.8839e-02 eta: 8:53:55 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4341 2022/12/05 02:39:49 - mmengine - INFO - Epoch(train) [69][3100/5005] lr: 3.8813e-02 eta: 8:53:43 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4401 2022/12/05 02:40:01 - mmengine - INFO - Epoch(train) [69][3200/5005] lr: 3.8788e-02 eta: 8:53:31 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.4348 2022/12/05 02:40:14 - mmengine - INFO - Epoch(train) [69][3300/5005] lr: 3.8762e-02 eta: 8:53:18 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.7808 2022/12/05 02:40:27 - mmengine - INFO - Epoch(train) [69][3400/5005] lr: 3.8737e-02 eta: 8:53:06 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.5989 2022/12/05 02:40:39 - mmengine - INFO - Epoch(train) [69][3500/5005] lr: 3.8711e-02 eta: 8:52:54 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5434 2022/12/05 02:40:52 - mmengine - INFO - Epoch(train) [69][3600/5005] lr: 3.8686e-02 eta: 8:52:41 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.3591 2022/12/05 02:41:00 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:41:05 - mmengine - INFO - Epoch(train) [69][3700/5005] lr: 3.8660e-02 eta: 8:52:29 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.3760 2022/12/05 02:41:17 - mmengine - INFO - Epoch(train) [69][3800/5005] lr: 3.8635e-02 eta: 8:52:17 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4784 2022/12/05 02:41:30 - mmengine - INFO - Epoch(train) [69][3900/5005] lr: 3.8609e-02 eta: 8:52:04 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.5280 2022/12/05 02:41:43 - mmengine - INFO - Epoch(train) [69][4000/5005] lr: 3.8584e-02 eta: 8:51:52 time: 0.1254 data_time: 0.0017 memory: 4034 loss: 1.7557 2022/12/05 02:41:55 - mmengine - INFO - Epoch(train) [69][4100/5005] lr: 3.8558e-02 eta: 8:51:39 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.3473 2022/12/05 02:42:08 - mmengine - INFO - Epoch(train) [69][4200/5005] lr: 3.8533e-02 eta: 8:51:27 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.5533 2022/12/05 02:42:21 - mmengine - INFO - Epoch(train) [69][4300/5005] lr: 3.8507e-02 eta: 8:51:15 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4991 2022/12/05 02:42:33 - mmengine - INFO - Epoch(train) [69][4400/5005] lr: 3.8482e-02 eta: 8:51:02 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.5233 2022/12/05 02:42:46 - mmengine - INFO - Epoch(train) [69][4500/5005] lr: 3.8456e-02 eta: 8:50:50 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4162 2022/12/05 02:42:58 - mmengine - INFO - Epoch(train) [69][4600/5005] lr: 3.8431e-02 eta: 8:50:38 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.6153 2022/12/05 02:43:06 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:43:11 - mmengine - INFO - Epoch(train) [69][4700/5005] lr: 3.8406e-02 eta: 8:50:25 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.4544 2022/12/05 02:43:24 - mmengine - INFO - Epoch(train) [69][4800/5005] lr: 3.8380e-02 eta: 8:50:13 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5346 2022/12/05 02:43:36 - mmengine - INFO - Epoch(train) [69][4900/5005] lr: 3.8355e-02 eta: 8:50:01 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4745 2022/12/05 02:43:49 - mmengine - INFO - Epoch(train) [69][5000/5005] lr: 3.8329e-02 eta: 8:49:48 time: 0.1266 data_time: 0.0025 memory: 4034 loss: 1.6547 2022/12/05 02:43:50 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:43:50 - mmengine - INFO - Saving checkpoint at 69 epochs 2022/12/05 02:43:57 - mmengine - INFO - Epoch(val) [69][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0081 memory: 4034 2022/12/05 02:44:10 - mmengine - INFO - Epoch(val) [69][196/196] accuracy/top1: 68.9340 accuracy/top5: 89.0560 2022/12/05 02:44:23 - mmengine - INFO - Epoch(train) [70][ 100/5005] lr: 3.8303e-02 eta: 8:49:35 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3610 2022/12/05 02:44:35 - mmengine - INFO - Epoch(train) [70][ 200/5005] lr: 3.8277e-02 eta: 8:49:23 time: 0.1259 data_time: 0.0016 memory: 4034 loss: 1.3018 2022/12/05 02:44:48 - mmengine - INFO - Epoch(train) [70][ 300/5005] lr: 3.8252e-02 eta: 8:49:11 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.6500 2022/12/05 02:45:00 - mmengine - INFO - Epoch(train) [70][ 400/5005] lr: 3.8226e-02 eta: 8:48:58 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.5455 2022/12/05 02:45:13 - mmengine - INFO - Epoch(train) [70][ 500/5005] lr: 3.8201e-02 eta: 8:48:46 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.3506 2022/12/05 02:45:26 - mmengine - INFO - Epoch(train) [70][ 600/5005] lr: 3.8175e-02 eta: 8:48:34 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.1977 2022/12/05 02:45:33 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:45:38 - mmengine - INFO - Epoch(train) [70][ 700/5005] lr: 3.8150e-02 eta: 8:48:21 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4982 2022/12/05 02:45:51 - mmengine - INFO - Epoch(train) [70][ 800/5005] lr: 3.8125e-02 eta: 8:48:09 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4780 2022/12/05 02:46:04 - mmengine - INFO - Epoch(train) [70][ 900/5005] lr: 3.8099e-02 eta: 8:47:56 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3869 2022/12/05 02:46:16 - mmengine - INFO - Epoch(train) [70][1000/5005] lr: 3.8074e-02 eta: 8:47:44 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.7286 2022/12/05 02:46:29 - mmengine - INFO - Epoch(train) [70][1100/5005] lr: 3.8048e-02 eta: 8:47:32 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.3276 2022/12/05 02:46:42 - mmengine - INFO - Epoch(train) [70][1200/5005] lr: 3.8023e-02 eta: 8:47:19 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.3410 2022/12/05 02:46:54 - mmengine - INFO - Epoch(train) [70][1300/5005] lr: 3.7998e-02 eta: 8:47:07 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4248 2022/12/05 02:47:07 - mmengine - INFO - Epoch(train) [70][1400/5005] lr: 3.7972e-02 eta: 8:46:55 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4089 2022/12/05 02:47:20 - mmengine - INFO - Epoch(train) [70][1500/5005] lr: 3.7947e-02 eta: 8:46:42 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.5437 2022/12/05 02:47:32 - mmengine - INFO - Epoch(train) [70][1600/5005] lr: 3.7922e-02 eta: 8:46:30 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.3702 2022/12/05 02:47:39 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:47:45 - mmengine - INFO - Epoch(train) [70][1700/5005] lr: 3.7896e-02 eta: 8:46:17 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.3534 2022/12/05 02:47:58 - mmengine - INFO - Epoch(train) [70][1800/5005] lr: 3.7871e-02 eta: 8:46:05 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.3057 2022/12/05 02:48:10 - mmengine - INFO - Epoch(train) [70][1900/5005] lr: 3.7845e-02 eta: 8:45:53 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3473 2022/12/05 02:48:23 - mmengine - INFO - Epoch(train) [70][2000/5005] lr: 3.7820e-02 eta: 8:45:40 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.3006 2022/12/05 02:48:36 - mmengine - INFO - Epoch(train) [70][2100/5005] lr: 3.7795e-02 eta: 8:45:28 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.5477 2022/12/05 02:48:48 - mmengine - INFO - Epoch(train) [70][2200/5005] lr: 3.7769e-02 eta: 8:45:16 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4685 2022/12/05 02:49:01 - mmengine - INFO - Epoch(train) [70][2300/5005] lr: 3.7744e-02 eta: 8:45:03 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.5223 2022/12/05 02:49:14 - mmengine - INFO - Epoch(train) [70][2400/5005] lr: 3.7719e-02 eta: 8:44:51 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.3852 2022/12/05 02:49:26 - mmengine - INFO - Epoch(train) [70][2500/5005] lr: 3.7693e-02 eta: 8:44:39 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5338 2022/12/05 02:49:39 - mmengine - INFO - Epoch(train) [70][2600/5005] lr: 3.7668e-02 eta: 8:44:26 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.5695 2022/12/05 02:49:46 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:49:52 - mmengine - INFO - Epoch(train) [70][2700/5005] lr: 3.7643e-02 eta: 8:44:14 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.5521 2022/12/05 02:50:04 - mmengine - INFO - Epoch(train) [70][2800/5005] lr: 3.7617e-02 eta: 8:44:01 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.4867 2022/12/05 02:50:17 - mmengine - INFO - Epoch(train) [70][2900/5005] lr: 3.7592e-02 eta: 8:43:49 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.4553 2022/12/05 02:50:30 - mmengine - INFO - Epoch(train) [70][3000/5005] lr: 3.7567e-02 eta: 8:43:37 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4651 2022/12/05 02:50:42 - mmengine - INFO - Epoch(train) [70][3100/5005] lr: 3.7541e-02 eta: 8:43:24 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.6111 2022/12/05 02:50:55 - mmengine - INFO - Epoch(train) [70][3200/5005] lr: 3.7516e-02 eta: 8:43:12 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.3462 2022/12/05 02:51:08 - mmengine - INFO - Epoch(train) [70][3300/5005] lr: 3.7491e-02 eta: 8:43:00 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.7118 2022/12/05 02:51:20 - mmengine - INFO - Epoch(train) [70][3400/5005] lr: 3.7465e-02 eta: 8:42:47 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.5583 2022/12/05 02:51:33 - mmengine - INFO - Epoch(train) [70][3500/5005] lr: 3.7440e-02 eta: 8:42:35 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.6844 2022/12/05 02:51:46 - mmengine - INFO - Epoch(train) [70][3600/5005] lr: 3.7415e-02 eta: 8:42:22 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.7138 2022/12/05 02:51:53 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:51:58 - mmengine - INFO - Epoch(train) [70][3700/5005] lr: 3.7389e-02 eta: 8:42:10 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.5642 2022/12/05 02:52:11 - mmengine - INFO - Epoch(train) [70][3800/5005] lr: 3.7364e-02 eta: 8:41:58 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.3447 2022/12/05 02:52:24 - mmengine - INFO - Epoch(train) [70][3900/5005] lr: 3.7339e-02 eta: 8:41:45 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.7029 2022/12/05 02:52:36 - mmengine - INFO - Epoch(train) [70][4000/5005] lr: 3.7313e-02 eta: 8:41:33 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.3356 2022/12/05 02:52:49 - mmengine - INFO - Epoch(train) [70][4100/5005] lr: 3.7288e-02 eta: 8:41:21 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3451 2022/12/05 02:53:01 - mmengine - INFO - Epoch(train) [70][4200/5005] lr: 3.7263e-02 eta: 8:41:08 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.5723 2022/12/05 02:53:14 - mmengine - INFO - Epoch(train) [70][4300/5005] lr: 3.7237e-02 eta: 8:40:56 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.6346 2022/12/05 02:53:27 - mmengine - INFO - Epoch(train) [70][4400/5005] lr: 3.7212e-02 eta: 8:40:43 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.5644 2022/12/05 02:53:39 - mmengine - INFO - Epoch(train) [70][4500/5005] lr: 3.7187e-02 eta: 8:40:31 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3358 2022/12/05 02:53:52 - mmengine - INFO - Epoch(train) [70][4600/5005] lr: 3.7162e-02 eta: 8:40:19 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.4641 2022/12/05 02:53:59 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:54:05 - mmengine - INFO - Epoch(train) [70][4700/5005] lr: 3.7136e-02 eta: 8:40:06 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4917 2022/12/05 02:54:17 - mmengine - INFO - Epoch(train) [70][4800/5005] lr: 3.7111e-02 eta: 8:39:54 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.6697 2022/12/05 02:54:30 - mmengine - INFO - Epoch(train) [70][4900/5005] lr: 3.7086e-02 eta: 8:39:42 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.4662 2022/12/05 02:54:43 - mmengine - INFO - Epoch(train) [70][5000/5005] lr: 3.7061e-02 eta: 8:39:29 time: 0.1266 data_time: 0.0025 memory: 4034 loss: 1.4935 2022/12/05 02:54:43 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:54:43 - mmengine - INFO - Saving checkpoint at 70 epochs 2022/12/05 02:54:50 - mmengine - INFO - Epoch(val) [70][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0082 memory: 4034 2022/12/05 02:55:03 - mmengine - INFO - Epoch(val) [70][196/196] accuracy/top1: 69.4080 accuracy/top5: 89.5900 2022/12/05 02:55:16 - mmengine - INFO - Epoch(train) [71][ 100/5005] lr: 3.7034e-02 eta: 8:39:16 time: 0.1254 data_time: 0.0017 memory: 4034 loss: 1.3706 2022/12/05 02:55:29 - mmengine - INFO - Epoch(train) [71][ 200/5005] lr: 3.7009e-02 eta: 8:39:04 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4465 2022/12/05 02:55:41 - mmengine - INFO - Epoch(train) [71][ 300/5005] lr: 3.6984e-02 eta: 8:38:52 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.4429 2022/12/05 02:55:54 - mmengine - INFO - Epoch(train) [71][ 400/5005] lr: 3.6958e-02 eta: 8:38:39 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.3468 2022/12/05 02:56:07 - mmengine - INFO - Epoch(train) [71][ 500/5005] lr: 3.6933e-02 eta: 8:38:27 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5258 2022/12/05 02:56:19 - mmengine - INFO - Epoch(train) [71][ 600/5005] lr: 3.6908e-02 eta: 8:38:14 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.6575 2022/12/05 02:56:26 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:56:32 - mmengine - INFO - Epoch(train) [71][ 700/5005] lr: 3.6883e-02 eta: 8:38:02 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.3634 2022/12/05 02:56:45 - mmengine - INFO - Epoch(train) [71][ 800/5005] lr: 3.6857e-02 eta: 8:37:50 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.5537 2022/12/05 02:56:57 - mmengine - INFO - Epoch(train) [71][ 900/5005] lr: 3.6832e-02 eta: 8:37:37 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.3846 2022/12/05 02:57:10 - mmengine - INFO - Epoch(train) [71][1000/5005] lr: 3.6807e-02 eta: 8:37:25 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.5811 2022/12/05 02:57:23 - mmengine - INFO - Epoch(train) [71][1100/5005] lr: 3.6782e-02 eta: 8:37:13 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.4220 2022/12/05 02:57:35 - mmengine - INFO - Epoch(train) [71][1200/5005] lr: 3.6756e-02 eta: 8:37:00 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4726 2022/12/05 02:57:48 - mmengine - INFO - Epoch(train) [71][1300/5005] lr: 3.6731e-02 eta: 8:36:48 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.2163 2022/12/05 02:58:01 - mmengine - INFO - Epoch(train) [71][1400/5005] lr: 3.6706e-02 eta: 8:36:35 time: 0.1256 data_time: 0.0018 memory: 4034 loss: 1.4502 2022/12/05 02:58:13 - mmengine - INFO - Epoch(train) [71][1500/5005] lr: 3.6681e-02 eta: 8:36:23 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.5812 2022/12/05 02:58:26 - mmengine - INFO - Epoch(train) [71][1600/5005] lr: 3.6656e-02 eta: 8:36:11 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.4300 2022/12/05 02:58:32 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 02:58:39 - mmengine - INFO - Epoch(train) [71][1700/5005] lr: 3.6630e-02 eta: 8:35:58 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.5487 2022/12/05 02:58:51 - mmengine - INFO - Epoch(train) [71][1800/5005] lr: 3.6605e-02 eta: 8:35:46 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.4231 2022/12/05 02:59:04 - mmengine - INFO - Epoch(train) [71][1900/5005] lr: 3.6580e-02 eta: 8:35:34 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4729 2022/12/05 02:59:17 - mmengine - INFO - Epoch(train) [71][2000/5005] lr: 3.6555e-02 eta: 8:35:21 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.3142 2022/12/05 02:59:29 - mmengine - INFO - Epoch(train) [71][2100/5005] lr: 3.6530e-02 eta: 8:35:09 time: 0.1254 data_time: 0.0017 memory: 4034 loss: 1.4877 2022/12/05 02:59:42 - mmengine - INFO - Epoch(train) [71][2200/5005] lr: 3.6504e-02 eta: 8:34:56 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.5594 2022/12/05 02:59:55 - mmengine - INFO - Epoch(train) [71][2300/5005] lr: 3.6479e-02 eta: 8:34:44 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.5035 2022/12/05 03:00:07 - mmengine - INFO - Epoch(train) [71][2400/5005] lr: 3.6454e-02 eta: 8:34:32 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.3633 2022/12/05 03:00:20 - mmengine - INFO - Epoch(train) [71][2500/5005] lr: 3.6429e-02 eta: 8:34:19 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4193 2022/12/05 03:00:33 - mmengine - INFO - Epoch(train) [71][2600/5005] lr: 3.6404e-02 eta: 8:34:07 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4538 2022/12/05 03:00:39 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:00:45 - mmengine - INFO - Epoch(train) [71][2700/5005] lr: 3.6379e-02 eta: 8:33:55 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4804 2022/12/05 03:00:58 - mmengine - INFO - Epoch(train) [71][2800/5005] lr: 3.6353e-02 eta: 8:33:42 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.3942 2022/12/05 03:01:10 - mmengine - INFO - Epoch(train) [71][2900/5005] lr: 3.6328e-02 eta: 8:33:30 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.2940 2022/12/05 03:01:23 - mmengine - INFO - Epoch(train) [71][3000/5005] lr: 3.6303e-02 eta: 8:33:17 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4130 2022/12/05 03:01:36 - mmengine - INFO - Epoch(train) [71][3100/5005] lr: 3.6278e-02 eta: 8:33:05 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.7061 2022/12/05 03:01:48 - mmengine - INFO - Epoch(train) [71][3200/5005] lr: 3.6253e-02 eta: 8:32:53 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.3340 2022/12/05 03:02:01 - mmengine - INFO - Epoch(train) [71][3300/5005] lr: 3.6228e-02 eta: 8:32:40 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.2205 2022/12/05 03:02:14 - mmengine - INFO - Epoch(train) [71][3400/5005] lr: 3.6202e-02 eta: 8:32:28 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.4546 2022/12/05 03:02:26 - mmengine - INFO - Epoch(train) [71][3500/5005] lr: 3.6177e-02 eta: 8:32:15 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.6424 2022/12/05 03:02:39 - mmengine - INFO - Epoch(train) [71][3600/5005] lr: 3.6152e-02 eta: 8:32:03 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5995 2022/12/05 03:02:45 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:02:52 - mmengine - INFO - Epoch(train) [71][3700/5005] lr: 3.6127e-02 eta: 8:31:51 time: 0.1254 data_time: 0.0017 memory: 4034 loss: 1.5237 2022/12/05 03:03:04 - mmengine - INFO - Epoch(train) [71][3800/5005] lr: 3.6102e-02 eta: 8:31:38 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4784 2022/12/05 03:03:17 - mmengine - INFO - Epoch(train) [71][3900/5005] lr: 3.6077e-02 eta: 8:31:26 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.5560 2022/12/05 03:03:30 - mmengine - INFO - Epoch(train) [71][4000/5005] lr: 3.6052e-02 eta: 8:31:14 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4917 2022/12/05 03:03:42 - mmengine - INFO - Epoch(train) [71][4100/5005] lr: 3.6027e-02 eta: 8:31:01 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.6567 2022/12/05 03:03:55 - mmengine - INFO - Epoch(train) [71][4200/5005] lr: 3.6001e-02 eta: 8:30:49 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.5146 2022/12/05 03:04:08 - mmengine - INFO - Epoch(train) [71][4300/5005] lr: 3.5976e-02 eta: 8:30:37 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.3150 2022/12/05 03:04:20 - mmengine - INFO - Epoch(train) [71][4400/5005] lr: 3.5951e-02 eta: 8:30:24 time: 0.1260 data_time: 0.0016 memory: 4034 loss: 1.5774 2022/12/05 03:04:33 - mmengine - INFO - Epoch(train) [71][4500/5005] lr: 3.5926e-02 eta: 8:30:12 time: 0.1255 data_time: 0.0016 memory: 4034 loss: 1.5651 2022/12/05 03:04:46 - mmengine - INFO - Epoch(train) [71][4600/5005] lr: 3.5901e-02 eta: 8:29:59 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.5496 2022/12/05 03:04:52 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:04:58 - mmengine - INFO - Epoch(train) [71][4700/5005] lr: 3.5876e-02 eta: 8:29:47 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.5584 2022/12/05 03:05:11 - mmengine - INFO - Epoch(train) [71][4800/5005] lr: 3.5851e-02 eta: 8:29:35 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.5045 2022/12/05 03:05:24 - mmengine - INFO - Epoch(train) [71][4900/5005] lr: 3.5826e-02 eta: 8:29:22 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.6146 2022/12/05 03:05:36 - mmengine - INFO - Epoch(train) [71][5000/5005] lr: 3.5801e-02 eta: 8:29:10 time: 0.1266 data_time: 0.0025 memory: 4034 loss: 1.3718 2022/12/05 03:05:37 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:05:37 - mmengine - INFO - Saving checkpoint at 71 epochs 2022/12/05 03:05:44 - mmengine - INFO - Epoch(val) [71][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0080 memory: 4034 2022/12/05 03:05:57 - mmengine - INFO - Epoch(val) [71][196/196] accuracy/top1: 69.2160 accuracy/top5: 89.4620 2022/12/05 03:06:10 - mmengine - INFO - Epoch(train) [72][ 100/5005] lr: 3.5774e-02 eta: 8:28:57 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.3405 2022/12/05 03:06:22 - mmengine - INFO - Epoch(train) [72][ 200/5005] lr: 3.5749e-02 eta: 8:28:45 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4430 2022/12/05 03:06:35 - mmengine - INFO - Epoch(train) [72][ 300/5005] lr: 3.5724e-02 eta: 8:28:32 time: 0.1259 data_time: 0.0016 memory: 4034 loss: 1.3294 2022/12/05 03:06:48 - mmengine - INFO - Epoch(train) [72][ 400/5005] lr: 3.5699e-02 eta: 8:28:20 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.4154 2022/12/05 03:07:00 - mmengine - INFO - Epoch(train) [72][ 500/5005] lr: 3.5674e-02 eta: 8:28:08 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.3195 2022/12/05 03:07:13 - mmengine - INFO - Epoch(train) [72][ 600/5005] lr: 3.5649e-02 eta: 8:27:55 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.4514 2022/12/05 03:07:19 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:07:26 - mmengine - INFO - Epoch(train) [72][ 700/5005] lr: 3.5624e-02 eta: 8:27:43 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4188 2022/12/05 03:07:38 - mmengine - INFO - Epoch(train) [72][ 800/5005] lr: 3.5599e-02 eta: 8:27:30 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.2764 2022/12/05 03:07:51 - mmengine - INFO - Epoch(train) [72][ 900/5005] lr: 3.5574e-02 eta: 8:27:18 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.5252 2022/12/05 03:08:04 - mmengine - INFO - Epoch(train) [72][1000/5005] lr: 3.5549e-02 eta: 8:27:06 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3928 2022/12/05 03:08:16 - mmengine - INFO - Epoch(train) [72][1100/5005] lr: 3.5524e-02 eta: 8:26:53 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.4265 2022/12/05 03:08:29 - mmengine - INFO - Epoch(train) [72][1200/5005] lr: 3.5499e-02 eta: 8:26:41 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.3957 2022/12/05 03:08:42 - mmengine - INFO - Epoch(train) [72][1300/5005] lr: 3.5474e-02 eta: 8:26:29 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4241 2022/12/05 03:08:54 - mmengine - INFO - Epoch(train) [72][1400/5005] lr: 3.5449e-02 eta: 8:26:16 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.4234 2022/12/05 03:09:07 - mmengine - INFO - Epoch(train) [72][1500/5005] lr: 3.5424e-02 eta: 8:26:04 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.5805 2022/12/05 03:09:20 - mmengine - INFO - Epoch(train) [72][1600/5005] lr: 3.5399e-02 eta: 8:25:51 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4526 2022/12/05 03:09:25 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:09:32 - mmengine - INFO - Epoch(train) [72][1700/5005] lr: 3.5374e-02 eta: 8:25:39 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.5953 2022/12/05 03:09:45 - mmengine - INFO - Epoch(train) [72][1800/5005] lr: 3.5349e-02 eta: 8:25:27 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3400 2022/12/05 03:09:58 - mmengine - INFO - Epoch(train) [72][1900/5005] lr: 3.5324e-02 eta: 8:25:14 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4905 2022/12/05 03:10:10 - mmengine - INFO - Epoch(train) [72][2000/5005] lr: 3.5299e-02 eta: 8:25:02 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.5703 2022/12/05 03:10:23 - mmengine - INFO - Epoch(train) [72][2100/5005] lr: 3.5274e-02 eta: 8:24:49 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.2784 2022/12/05 03:10:36 - mmengine - INFO - Epoch(train) [72][2200/5005] lr: 3.5249e-02 eta: 8:24:37 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3636 2022/12/05 03:10:48 - mmengine - INFO - Epoch(train) [72][2300/5005] lr: 3.5224e-02 eta: 8:24:25 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.5033 2022/12/05 03:11:01 - mmengine - INFO - Epoch(train) [72][2400/5005] lr: 3.5199e-02 eta: 8:24:12 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.5058 2022/12/05 03:11:14 - mmengine - INFO - Epoch(train) [72][2500/5005] lr: 3.5174e-02 eta: 8:24:00 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.5594 2022/12/05 03:11:26 - mmengine - INFO - Epoch(train) [72][2600/5005] lr: 3.5149e-02 eta: 8:23:48 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.6092 2022/12/05 03:11:32 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:11:39 - mmengine - INFO - Epoch(train) [72][2700/5005] lr: 3.5124e-02 eta: 8:23:35 time: 0.1281 data_time: 0.0017 memory: 4034 loss: 1.2742 2022/12/05 03:11:52 - mmengine - INFO - Epoch(train) [72][2800/5005] lr: 3.5099e-02 eta: 8:23:23 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.4262 2022/12/05 03:12:04 - mmengine - INFO - Epoch(train) [72][2900/5005] lr: 3.5074e-02 eta: 8:23:10 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4120 2022/12/05 03:12:17 - mmengine - INFO - Epoch(train) [72][3000/5005] lr: 3.5049e-02 eta: 8:22:58 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4015 2022/12/05 03:12:30 - mmengine - INFO - Epoch(train) [72][3100/5005] lr: 3.5024e-02 eta: 8:22:46 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.2921 2022/12/05 03:12:42 - mmengine - INFO - Epoch(train) [72][3200/5005] lr: 3.4999e-02 eta: 8:22:33 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.4437 2022/12/05 03:12:55 - mmengine - INFO - Epoch(train) [72][3300/5005] lr: 3.4974e-02 eta: 8:22:21 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.4932 2022/12/05 03:13:08 - mmengine - INFO - Epoch(train) [72][3400/5005] lr: 3.4949e-02 eta: 8:22:09 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3193 2022/12/05 03:13:20 - mmengine - INFO - Epoch(train) [72][3500/5005] lr: 3.4924e-02 eta: 8:21:56 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.6167 2022/12/05 03:13:33 - mmengine - INFO - Epoch(train) [72][3600/5005] lr: 3.4899e-02 eta: 8:21:44 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.4696 2022/12/05 03:13:39 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:13:46 - mmengine - INFO - Epoch(train) [72][3700/5005] lr: 3.4874e-02 eta: 8:21:31 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4498 2022/12/05 03:13:58 - mmengine - INFO - Epoch(train) [72][3800/5005] lr: 3.4849e-02 eta: 8:21:19 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.4112 2022/12/05 03:14:11 - mmengine - INFO - Epoch(train) [72][3900/5005] lr: 3.4825e-02 eta: 8:21:07 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4143 2022/12/05 03:14:24 - mmengine - INFO - Epoch(train) [72][4000/5005] lr: 3.4800e-02 eta: 8:20:54 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3100 2022/12/05 03:14:36 - mmengine - INFO - Epoch(train) [72][4100/5005] lr: 3.4775e-02 eta: 8:20:42 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4153 2022/12/05 03:14:49 - mmengine - INFO - Epoch(train) [72][4200/5005] lr: 3.4750e-02 eta: 8:20:30 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3928 2022/12/05 03:15:02 - mmengine - INFO - Epoch(train) [72][4300/5005] lr: 3.4725e-02 eta: 8:20:17 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4719 2022/12/05 03:15:14 - mmengine - INFO - Epoch(train) [72][4400/5005] lr: 3.4700e-02 eta: 8:20:05 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4085 2022/12/05 03:15:27 - mmengine - INFO - Epoch(train) [72][4500/5005] lr: 3.4675e-02 eta: 8:19:52 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.4001 2022/12/05 03:15:40 - mmengine - INFO - Epoch(train) [72][4600/5005] lr: 3.4650e-02 eta: 8:19:40 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.6888 2022/12/05 03:15:46 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:15:52 - mmengine - INFO - Epoch(train) [72][4700/5005] lr: 3.4625e-02 eta: 8:19:28 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4210 2022/12/05 03:16:05 - mmengine - INFO - Epoch(train) [72][4800/5005] lr: 3.4600e-02 eta: 8:19:15 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.6767 2022/12/05 03:16:18 - mmengine - INFO - Epoch(train) [72][4900/5005] lr: 3.4576e-02 eta: 8:19:03 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3313 2022/12/05 03:16:31 - mmengine - INFO - Epoch(train) [72][5000/5005] lr: 3.4551e-02 eta: 8:18:51 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 1.4738 2022/12/05 03:16:31 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:16:31 - mmengine - INFO - Saving checkpoint at 72 epochs 2022/12/05 03:16:38 - mmengine - INFO - Epoch(val) [72][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0083 memory: 4034 2022/12/05 03:16:51 - mmengine - INFO - Epoch(val) [72][196/196] accuracy/top1: 70.2280 accuracy/top5: 89.8260 2022/12/05 03:17:04 - mmengine - INFO - Epoch(train) [73][ 100/5005] lr: 3.4525e-02 eta: 8:18:38 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3246 2022/12/05 03:17:17 - mmengine - INFO - Epoch(train) [73][ 200/5005] lr: 3.4500e-02 eta: 8:18:25 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4540 2022/12/05 03:17:29 - mmengine - INFO - Epoch(train) [73][ 300/5005] lr: 3.4475e-02 eta: 8:18:13 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4342 2022/12/05 03:17:42 - mmengine - INFO - Epoch(train) [73][ 400/5005] lr: 3.4450e-02 eta: 8:18:01 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.1682 2022/12/05 03:17:55 - mmengine - INFO - Epoch(train) [73][ 500/5005] lr: 3.4425e-02 eta: 8:17:48 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3314 2022/12/05 03:18:07 - mmengine - INFO - Epoch(train) [73][ 600/5005] lr: 3.4400e-02 eta: 8:17:36 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4442 2022/12/05 03:18:12 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:18:20 - mmengine - INFO - Epoch(train) [73][ 700/5005] lr: 3.4375e-02 eta: 8:17:24 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4534 2022/12/05 03:18:33 - mmengine - INFO - Epoch(train) [73][ 800/5005] lr: 3.4351e-02 eta: 8:17:11 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4126 2022/12/05 03:18:45 - mmengine - INFO - Epoch(train) [73][ 900/5005] lr: 3.4326e-02 eta: 8:16:59 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3980 2022/12/05 03:18:58 - mmengine - INFO - Epoch(train) [73][1000/5005] lr: 3.4301e-02 eta: 8:16:46 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.3561 2022/12/05 03:19:11 - mmengine - INFO - Epoch(train) [73][1100/5005] lr: 3.4276e-02 eta: 8:16:34 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.3843 2022/12/05 03:19:23 - mmengine - INFO - Epoch(train) [73][1200/5005] lr: 3.4251e-02 eta: 8:16:22 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4200 2022/12/05 03:19:36 - mmengine - INFO - Epoch(train) [73][1300/5005] lr: 3.4226e-02 eta: 8:16:09 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.3836 2022/12/05 03:19:48 - mmengine - INFO - Epoch(train) [73][1400/5005] lr: 3.4202e-02 eta: 8:15:57 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.4270 2022/12/05 03:20:01 - mmengine - INFO - Epoch(train) [73][1500/5005] lr: 3.4177e-02 eta: 8:15:44 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.3758 2022/12/05 03:20:14 - mmengine - INFO - Epoch(train) [73][1600/5005] lr: 3.4152e-02 eta: 8:15:32 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4708 2022/12/05 03:20:19 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:20:26 - mmengine - INFO - Epoch(train) [73][1700/5005] lr: 3.4127e-02 eta: 8:15:20 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.4164 2022/12/05 03:20:39 - mmengine - INFO - Epoch(train) [73][1800/5005] lr: 3.4102e-02 eta: 8:15:07 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.5462 2022/12/05 03:20:52 - mmengine - INFO - Epoch(train) [73][1900/5005] lr: 3.4078e-02 eta: 8:14:55 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3195 2022/12/05 03:21:05 - mmengine - INFO - Epoch(train) [73][2000/5005] lr: 3.4053e-02 eta: 8:14:43 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4666 2022/12/05 03:21:17 - mmengine - INFO - Epoch(train) [73][2100/5005] lr: 3.4028e-02 eta: 8:14:30 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3247 2022/12/05 03:21:30 - mmengine - INFO - Epoch(train) [73][2200/5005] lr: 3.4003e-02 eta: 8:14:18 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.3925 2022/12/05 03:21:43 - mmengine - INFO - Epoch(train) [73][2300/5005] lr: 3.3978e-02 eta: 8:14:05 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4013 2022/12/05 03:21:55 - mmengine - INFO - Epoch(train) [73][2400/5005] lr: 3.3954e-02 eta: 8:13:53 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.5766 2022/12/05 03:22:08 - mmengine - INFO - Epoch(train) [73][2500/5005] lr: 3.3929e-02 eta: 8:13:41 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.3019 2022/12/05 03:22:21 - mmengine - INFO - Epoch(train) [73][2600/5005] lr: 3.3904e-02 eta: 8:13:28 time: 0.1259 data_time: 0.0016 memory: 4034 loss: 1.3928 2022/12/05 03:22:26 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:22:33 - mmengine - INFO - Epoch(train) [73][2700/5005] lr: 3.3879e-02 eta: 8:13:16 time: 0.1256 data_time: 0.0016 memory: 4034 loss: 1.5617 2022/12/05 03:22:46 - mmengine - INFO - Epoch(train) [73][2800/5005] lr: 3.3855e-02 eta: 8:13:04 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2776 2022/12/05 03:22:59 - mmengine - INFO - Epoch(train) [73][2900/5005] lr: 3.3830e-02 eta: 8:12:51 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3603 2022/12/05 03:23:11 - mmengine - INFO - Epoch(train) [73][3000/5005] lr: 3.3805e-02 eta: 8:12:39 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.5352 2022/12/05 03:23:24 - mmengine - INFO - Epoch(train) [73][3100/5005] lr: 3.3780e-02 eta: 8:12:26 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3671 2022/12/05 03:23:37 - mmengine - INFO - Epoch(train) [73][3200/5005] lr: 3.3756e-02 eta: 8:12:14 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.5848 2022/12/05 03:23:49 - mmengine - INFO - Epoch(train) [73][3300/5005] lr: 3.3731e-02 eta: 8:12:02 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.2846 2022/12/05 03:24:02 - mmengine - INFO - Epoch(train) [73][3400/5005] lr: 3.3706e-02 eta: 8:11:49 time: 0.1274 data_time: 0.0017 memory: 4034 loss: 1.3911 2022/12/05 03:24:15 - mmengine - INFO - Epoch(train) [73][3500/5005] lr: 3.3681e-02 eta: 8:11:37 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.4234 2022/12/05 03:24:27 - mmengine - INFO - Epoch(train) [73][3600/5005] lr: 3.3657e-02 eta: 8:11:24 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.6489 2022/12/05 03:24:32 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:24:40 - mmengine - INFO - Epoch(train) [73][3700/5005] lr: 3.3632e-02 eta: 8:11:12 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.5801 2022/12/05 03:24:53 - mmengine - INFO - Epoch(train) [73][3800/5005] lr: 3.3607e-02 eta: 8:11:00 time: 0.1258 data_time: 0.0019 memory: 4034 loss: 1.4044 2022/12/05 03:25:05 - mmengine - INFO - Epoch(train) [73][3900/5005] lr: 3.3583e-02 eta: 8:10:47 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3151 2022/12/05 03:25:18 - mmengine - INFO - Epoch(train) [73][4000/5005] lr: 3.3558e-02 eta: 8:10:35 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.5434 2022/12/05 03:25:31 - mmengine - INFO - Epoch(train) [73][4100/5005] lr: 3.3533e-02 eta: 8:10:23 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4845 2022/12/05 03:25:44 - mmengine - INFO - Epoch(train) [73][4200/5005] lr: 3.3509e-02 eta: 8:10:10 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.3107 2022/12/05 03:25:56 - mmengine - INFO - Epoch(train) [73][4300/5005] lr: 3.3484e-02 eta: 8:09:58 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.5484 2022/12/05 03:26:09 - mmengine - INFO - Epoch(train) [73][4400/5005] lr: 3.3459e-02 eta: 8:09:46 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3728 2022/12/05 03:26:22 - mmengine - INFO - Epoch(train) [73][4500/5005] lr: 3.3434e-02 eta: 8:09:33 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.5014 2022/12/05 03:26:34 - mmengine - INFO - Epoch(train) [73][4600/5005] lr: 3.3410e-02 eta: 8:09:21 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4701 2022/12/05 03:26:39 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:26:47 - mmengine - INFO - Epoch(train) [73][4700/5005] lr: 3.3385e-02 eta: 8:09:08 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4158 2022/12/05 03:27:00 - mmengine - INFO - Epoch(train) [73][4800/5005] lr: 3.3360e-02 eta: 8:08:56 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3821 2022/12/05 03:27:12 - mmengine - INFO - Epoch(train) [73][4900/5005] lr: 3.3336e-02 eta: 8:08:44 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3551 2022/12/05 03:27:25 - mmengine - INFO - Epoch(train) [73][5000/5005] lr: 3.3311e-02 eta: 8:08:31 time: 0.1267 data_time: 0.0026 memory: 4034 loss: 1.4257 2022/12/05 03:27:25 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:27:26 - mmengine - INFO - Saving checkpoint at 73 epochs 2022/12/05 03:27:32 - mmengine - INFO - Epoch(val) [73][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0083 memory: 4034 2022/12/05 03:27:45 - mmengine - INFO - Epoch(val) [73][196/196] accuracy/top1: 70.0620 accuracy/top5: 89.9020 2022/12/05 03:27:58 - mmengine - INFO - Epoch(train) [74][ 100/5005] lr: 3.3285e-02 eta: 8:08:18 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4110 2022/12/05 03:28:11 - mmengine - INFO - Epoch(train) [74][ 200/5005] lr: 3.3261e-02 eta: 8:08:06 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2183 2022/12/05 03:28:23 - mmengine - INFO - Epoch(train) [74][ 300/5005] lr: 3.3236e-02 eta: 8:07:54 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4128 2022/12/05 03:28:36 - mmengine - INFO - Epoch(train) [74][ 400/5005] lr: 3.3211e-02 eta: 8:07:41 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4020 2022/12/05 03:28:49 - mmengine - INFO - Epoch(train) [74][ 500/5005] lr: 3.3187e-02 eta: 8:07:29 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.2711 2022/12/05 03:29:01 - mmengine - INFO - Epoch(train) [74][ 600/5005] lr: 3.3162e-02 eta: 8:07:16 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3534 2022/12/05 03:29:06 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:29:14 - mmengine - INFO - Epoch(train) [74][ 700/5005] lr: 3.3137e-02 eta: 8:07:04 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.3495 2022/12/05 03:29:27 - mmengine - INFO - Epoch(train) [74][ 800/5005] lr: 3.3113e-02 eta: 8:06:52 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3237 2022/12/05 03:29:40 - mmengine - INFO - Epoch(train) [74][ 900/5005] lr: 3.3088e-02 eta: 8:06:39 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.3408 2022/12/05 03:29:52 - mmengine - INFO - Epoch(train) [74][1000/5005] lr: 3.3064e-02 eta: 8:06:27 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4399 2022/12/05 03:30:05 - mmengine - INFO - Epoch(train) [74][1100/5005] lr: 3.3039e-02 eta: 8:06:15 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4109 2022/12/05 03:30:18 - mmengine - INFO - Epoch(train) [74][1200/5005] lr: 3.3014e-02 eta: 8:06:02 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3152 2022/12/05 03:30:30 - mmengine - INFO - Epoch(train) [74][1300/5005] lr: 3.2990e-02 eta: 8:05:50 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.1250 2022/12/05 03:30:43 - mmengine - INFO - Epoch(train) [74][1400/5005] lr: 3.2965e-02 eta: 8:05:37 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4061 2022/12/05 03:30:55 - mmengine - INFO - Epoch(train) [74][1500/5005] lr: 3.2941e-02 eta: 8:05:25 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.2770 2022/12/05 03:31:08 - mmengine - INFO - Epoch(train) [74][1600/5005] lr: 3.2916e-02 eta: 8:05:13 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.4092 2022/12/05 03:31:13 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:31:21 - mmengine - INFO - Epoch(train) [74][1700/5005] lr: 3.2891e-02 eta: 8:05:00 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4832 2022/12/05 03:31:33 - mmengine - INFO - Epoch(train) [74][1800/5005] lr: 3.2867e-02 eta: 8:04:48 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2550 2022/12/05 03:31:46 - mmengine - INFO - Epoch(train) [74][1900/5005] lr: 3.2842e-02 eta: 8:04:35 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4230 2022/12/05 03:31:59 - mmengine - INFO - Epoch(train) [74][2000/5005] lr: 3.2818e-02 eta: 8:04:23 time: 0.1257 data_time: 0.0019 memory: 4034 loss: 1.3302 2022/12/05 03:32:12 - mmengine - INFO - Epoch(train) [74][2100/5005] lr: 3.2793e-02 eta: 8:04:11 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.3376 2022/12/05 03:32:24 - mmengine - INFO - Epoch(train) [74][2200/5005] lr: 3.2769e-02 eta: 8:03:58 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.3963 2022/12/05 03:32:37 - mmengine - INFO - Epoch(train) [74][2300/5005] lr: 3.2744e-02 eta: 8:03:46 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.4894 2022/12/05 03:32:50 - mmengine - INFO - Epoch(train) [74][2400/5005] lr: 3.2720e-02 eta: 8:03:33 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4254 2022/12/05 03:33:02 - mmengine - INFO - Epoch(train) [74][2500/5005] lr: 3.2695e-02 eta: 8:03:21 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3953 2022/12/05 03:33:15 - mmengine - INFO - Epoch(train) [74][2600/5005] lr: 3.2670e-02 eta: 8:03:09 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4916 2022/12/05 03:33:19 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:33:28 - mmengine - INFO - Epoch(train) [74][2700/5005] lr: 3.2646e-02 eta: 8:02:56 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4919 2022/12/05 03:33:40 - mmengine - INFO - Epoch(train) [74][2800/5005] lr: 3.2621e-02 eta: 8:02:44 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.3898 2022/12/05 03:33:53 - mmengine - INFO - Epoch(train) [74][2900/5005] lr: 3.2597e-02 eta: 8:02:32 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4069 2022/12/05 03:34:06 - mmengine - INFO - Epoch(train) [74][3000/5005] lr: 3.2572e-02 eta: 8:02:19 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4797 2022/12/05 03:34:18 - mmengine - INFO - Epoch(train) [74][3100/5005] lr: 3.2548e-02 eta: 8:02:07 time: 0.1257 data_time: 0.0018 memory: 4034 loss: 1.5028 2022/12/05 03:34:31 - mmengine - INFO - Epoch(train) [74][3200/5005] lr: 3.2523e-02 eta: 8:01:54 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.2339 2022/12/05 03:34:44 - mmengine - INFO - Epoch(train) [74][3300/5005] lr: 3.2499e-02 eta: 8:01:42 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.3610 2022/12/05 03:34:56 - mmengine - INFO - Epoch(train) [74][3400/5005] lr: 3.2474e-02 eta: 8:01:30 time: 0.1266 data_time: 0.0017 memory: 4034 loss: 1.4969 2022/12/05 03:35:09 - mmengine - INFO - Epoch(train) [74][3500/5005] lr: 3.2450e-02 eta: 8:01:17 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3429 2022/12/05 03:35:22 - mmengine - INFO - Epoch(train) [74][3600/5005] lr: 3.2425e-02 eta: 8:01:05 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4422 2022/12/05 03:35:26 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:35:35 - mmengine - INFO - Epoch(train) [74][3700/5005] lr: 3.2401e-02 eta: 8:00:53 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2836 2022/12/05 03:35:47 - mmengine - INFO - Epoch(train) [74][3800/5005] lr: 3.2376e-02 eta: 8:00:40 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.3081 2022/12/05 03:36:00 - mmengine - INFO - Epoch(train) [74][3900/5005] lr: 3.2352e-02 eta: 8:00:28 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4555 2022/12/05 03:36:13 - mmengine - INFO - Epoch(train) [74][4000/5005] lr: 3.2327e-02 eta: 8:00:15 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4511 2022/12/05 03:36:25 - mmengine - INFO - Epoch(train) [74][4100/5005] lr: 3.2303e-02 eta: 8:00:03 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.5240 2022/12/05 03:36:38 - mmengine - INFO - Epoch(train) [74][4200/5005] lr: 3.2279e-02 eta: 7:59:51 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.5418 2022/12/05 03:36:51 - mmengine - INFO - Epoch(train) [74][4300/5005] lr: 3.2254e-02 eta: 7:59:38 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.5188 2022/12/05 03:37:03 - mmengine - INFO - Epoch(train) [74][4400/5005] lr: 3.2230e-02 eta: 7:59:26 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.4846 2022/12/05 03:37:16 - mmengine - INFO - Epoch(train) [74][4500/5005] lr: 3.2205e-02 eta: 7:59:13 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3885 2022/12/05 03:37:29 - mmengine - INFO - Epoch(train) [74][4600/5005] lr: 3.2181e-02 eta: 7:59:01 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2194 2022/12/05 03:37:33 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:37:41 - mmengine - INFO - Epoch(train) [74][4700/5005] lr: 3.2156e-02 eta: 7:58:49 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3929 2022/12/05 03:37:54 - mmengine - INFO - Epoch(train) [74][4800/5005] lr: 3.2132e-02 eta: 7:58:36 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.2673 2022/12/05 03:38:07 - mmengine - INFO - Epoch(train) [74][4900/5005] lr: 3.2107e-02 eta: 7:58:24 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.4602 2022/12/05 03:38:19 - mmengine - INFO - Epoch(train) [74][5000/5005] lr: 3.2083e-02 eta: 7:58:12 time: 0.1269 data_time: 0.0026 memory: 4034 loss: 1.2369 2022/12/05 03:38:20 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:38:20 - mmengine - INFO - Saving checkpoint at 74 epochs 2022/12/05 03:38:27 - mmengine - INFO - Epoch(val) [74][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0079 memory: 4034 2022/12/05 03:38:40 - mmengine - INFO - Epoch(val) [74][196/196] accuracy/top1: 70.6380 accuracy/top5: 89.9740 2022/12/05 03:38:52 - mmengine - INFO - Epoch(train) [75][ 100/5005] lr: 3.2057e-02 eta: 7:57:59 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4010 2022/12/05 03:39:05 - mmengine - INFO - Epoch(train) [75][ 200/5005] lr: 3.2033e-02 eta: 7:57:46 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4786 2022/12/05 03:39:18 - mmengine - INFO - Epoch(train) [75][ 300/5005] lr: 3.2009e-02 eta: 7:57:34 time: 0.1264 data_time: 0.0017 memory: 4034 loss: 1.2349 2022/12/05 03:39:31 - mmengine - INFO - Epoch(train) [75][ 400/5005] lr: 3.1984e-02 eta: 7:57:22 time: 0.1258 data_time: 0.0016 memory: 4034 loss: 1.4086 2022/12/05 03:39:43 - mmengine - INFO - Epoch(train) [75][ 500/5005] lr: 3.1960e-02 eta: 7:57:09 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4495 2022/12/05 03:39:56 - mmengine - INFO - Epoch(train) [75][ 600/5005] lr: 3.1935e-02 eta: 7:56:57 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.5028 2022/12/05 03:40:00 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:40:09 - mmengine - INFO - Epoch(train) [75][ 700/5005] lr: 3.1911e-02 eta: 7:56:44 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3227 2022/12/05 03:40:21 - mmengine - INFO - Epoch(train) [75][ 800/5005] lr: 3.1887e-02 eta: 7:56:32 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.2309 2022/12/05 03:40:34 - mmengine - INFO - Epoch(train) [75][ 900/5005] lr: 3.1862e-02 eta: 7:56:20 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4984 2022/12/05 03:40:47 - mmengine - INFO - Epoch(train) [75][1000/5005] lr: 3.1838e-02 eta: 7:56:07 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2234 2022/12/05 03:40:59 - mmengine - INFO - Epoch(train) [75][1100/5005] lr: 3.1814e-02 eta: 7:55:55 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.2371 2022/12/05 03:41:12 - mmengine - INFO - Epoch(train) [75][1200/5005] lr: 3.1789e-02 eta: 7:55:42 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4313 2022/12/05 03:41:25 - mmengine - INFO - Epoch(train) [75][1300/5005] lr: 3.1765e-02 eta: 7:55:30 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.4530 2022/12/05 03:41:37 - mmengine - INFO - Epoch(train) [75][1400/5005] lr: 3.1740e-02 eta: 7:55:18 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.3539 2022/12/05 03:41:50 - mmengine - INFO - Epoch(train) [75][1500/5005] lr: 3.1716e-02 eta: 7:55:05 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.5897 2022/12/05 03:42:03 - mmengine - INFO - Epoch(train) [75][1600/5005] lr: 3.1692e-02 eta: 7:54:53 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.3963 2022/12/05 03:42:07 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:42:15 - mmengine - INFO - Epoch(train) [75][1700/5005] lr: 3.1667e-02 eta: 7:54:41 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3492 2022/12/05 03:42:28 - mmengine - INFO - Epoch(train) [75][1800/5005] lr: 3.1643e-02 eta: 7:54:28 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.3595 2022/12/05 03:42:41 - mmengine - INFO - Epoch(train) [75][1900/5005] lr: 3.1619e-02 eta: 7:54:16 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.4313 2022/12/05 03:42:53 - mmengine - INFO - Epoch(train) [75][2000/5005] lr: 3.1595e-02 eta: 7:54:03 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.2836 2022/12/05 03:43:06 - mmengine - INFO - Epoch(train) [75][2100/5005] lr: 3.1570e-02 eta: 7:53:51 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.2604 2022/12/05 03:43:19 - mmengine - INFO - Epoch(train) [75][2200/5005] lr: 3.1546e-02 eta: 7:53:39 time: 0.1255 data_time: 0.0018 memory: 4034 loss: 1.3852 2022/12/05 03:43:31 - mmengine - INFO - Epoch(train) [75][2300/5005] lr: 3.1522e-02 eta: 7:53:26 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.3635 2022/12/05 03:43:44 - mmengine - INFO - Epoch(train) [75][2400/5005] lr: 3.1497e-02 eta: 7:53:14 time: 0.1270 data_time: 0.0017 memory: 4034 loss: 1.4758 2022/12/05 03:43:57 - mmengine - INFO - Epoch(train) [75][2500/5005] lr: 3.1473e-02 eta: 7:53:01 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3150 2022/12/05 03:44:10 - mmengine - INFO - Epoch(train) [75][2600/5005] lr: 3.1449e-02 eta: 7:52:49 time: 0.1257 data_time: 0.0018 memory: 4034 loss: 1.4271 2022/12/05 03:44:13 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:44:22 - mmengine - INFO - Epoch(train) [75][2700/5005] lr: 3.1424e-02 eta: 7:52:37 time: 0.1257 data_time: 0.0018 memory: 4034 loss: 1.4783 2022/12/05 03:44:35 - mmengine - INFO - Epoch(train) [75][2800/5005] lr: 3.1400e-02 eta: 7:52:24 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3786 2022/12/05 03:44:48 - mmengine - INFO - Epoch(train) [75][2900/5005] lr: 3.1376e-02 eta: 7:52:12 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3654 2022/12/05 03:45:00 - mmengine - INFO - Epoch(train) [75][3000/5005] lr: 3.1352e-02 eta: 7:51:59 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4144 2022/12/05 03:45:13 - mmengine - INFO - Epoch(train) [75][3100/5005] lr: 3.1327e-02 eta: 7:51:47 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3916 2022/12/05 03:45:26 - mmengine - INFO - Epoch(train) [75][3200/5005] lr: 3.1303e-02 eta: 7:51:35 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.2027 2022/12/05 03:45:38 - mmengine - INFO - Epoch(train) [75][3300/5005] lr: 3.1279e-02 eta: 7:51:22 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4356 2022/12/05 03:45:51 - mmengine - INFO - Epoch(train) [75][3400/5005] lr: 3.1255e-02 eta: 7:51:10 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.3590 2022/12/05 03:46:04 - mmengine - INFO - Epoch(train) [75][3500/5005] lr: 3.1230e-02 eta: 7:50:58 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.5145 2022/12/05 03:46:16 - mmengine - INFO - Epoch(train) [75][3600/5005] lr: 3.1206e-02 eta: 7:50:45 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.5965 2022/12/05 03:46:20 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:46:29 - mmengine - INFO - Epoch(train) [75][3700/5005] lr: 3.1182e-02 eta: 7:50:33 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.2990 2022/12/05 03:46:42 - mmengine - INFO - Epoch(train) [75][3800/5005] lr: 3.1158e-02 eta: 7:50:20 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.4688 2022/12/05 03:46:54 - mmengine - INFO - Epoch(train) [75][3900/5005] lr: 3.1133e-02 eta: 7:50:08 time: 0.1262 data_time: 0.0017 memory: 4034 loss: 1.3639 2022/12/05 03:47:07 - mmengine - INFO - Epoch(train) [75][4000/5005] lr: 3.1109e-02 eta: 7:49:56 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.5072 2022/12/05 03:47:20 - mmengine - INFO - Epoch(train) [75][4100/5005] lr: 3.1085e-02 eta: 7:49:43 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3808 2022/12/05 03:47:32 - mmengine - INFO - Epoch(train) [75][4200/5005] lr: 3.1061e-02 eta: 7:49:31 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4766 2022/12/05 03:47:45 - mmengine - INFO - Epoch(train) [75][4300/5005] lr: 3.1037e-02 eta: 7:49:18 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3073 2022/12/05 03:47:58 - mmengine - INFO - Epoch(train) [75][4400/5005] lr: 3.1012e-02 eta: 7:49:06 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3706 2022/12/05 03:48:10 - mmengine - INFO - Epoch(train) [75][4500/5005] lr: 3.0988e-02 eta: 7:48:54 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3560 2022/12/05 03:48:23 - mmengine - INFO - Epoch(train) [75][4600/5005] lr: 3.0964e-02 eta: 7:48:41 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.5849 2022/12/05 03:48:27 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:48:36 - mmengine - INFO - Epoch(train) [75][4700/5005] lr: 3.0940e-02 eta: 7:48:29 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3479 2022/12/05 03:48:48 - mmengine - INFO - Epoch(train) [75][4800/5005] lr: 3.0916e-02 eta: 7:48:16 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4342 2022/12/05 03:49:01 - mmengine - INFO - Epoch(train) [75][4900/5005] lr: 3.0891e-02 eta: 7:48:04 time: 0.1257 data_time: 0.0018 memory: 4034 loss: 1.4035 2022/12/05 03:49:14 - mmengine - INFO - Epoch(train) [75][5000/5005] lr: 3.0867e-02 eta: 7:47:52 time: 0.1270 data_time: 0.0026 memory: 4034 loss: 1.3834 2022/12/05 03:49:14 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:49:14 - mmengine - INFO - Saving checkpoint at 75 epochs 2022/12/05 03:49:21 - mmengine - INFO - Epoch(val) [75][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0080 memory: 4034 2022/12/05 03:49:34 - mmengine - INFO - Epoch(val) [75][196/196] accuracy/top1: 70.4820 accuracy/top5: 90.0820 2022/12/05 03:49:47 - mmengine - INFO - Epoch(train) [76][ 100/5005] lr: 3.0842e-02 eta: 7:47:39 time: 0.1255 data_time: 0.0017 memory: 4034 loss: 1.2670 2022/12/05 03:50:00 - mmengine - INFO - Epoch(train) [76][ 200/5005] lr: 3.0818e-02 eta: 7:47:26 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.5029 2022/12/05 03:50:12 - mmengine - INFO - Epoch(train) [76][ 300/5005] lr: 3.0794e-02 eta: 7:47:14 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3983 2022/12/05 03:50:25 - mmengine - INFO - Epoch(train) [76][ 400/5005] lr: 3.0769e-02 eta: 7:47:02 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.3136 2022/12/05 03:50:38 - mmengine - INFO - Epoch(train) [76][ 500/5005] lr: 3.0745e-02 eta: 7:46:49 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4554 2022/12/05 03:50:50 - mmengine - INFO - Epoch(train) [76][ 600/5005] lr: 3.0721e-02 eta: 7:46:37 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4621 2022/12/05 03:50:54 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:51:03 - mmengine - INFO - Epoch(train) [76][ 700/5005] lr: 3.0697e-02 eta: 7:46:24 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.2668 2022/12/05 03:51:16 - mmengine - INFO - Epoch(train) [76][ 800/5005] lr: 3.0673e-02 eta: 7:46:12 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.2570 2022/12/05 03:51:29 - mmengine - INFO - Epoch(train) [76][ 900/5005] lr: 3.0649e-02 eta: 7:46:00 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.2962 2022/12/05 03:51:41 - mmengine - INFO - Epoch(train) [76][1000/5005] lr: 3.0625e-02 eta: 7:45:47 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3451 2022/12/05 03:51:54 - mmengine - INFO - Epoch(train) [76][1100/5005] lr: 3.0601e-02 eta: 7:45:35 time: 0.1263 data_time: 0.0017 memory: 4034 loss: 1.3625 2022/12/05 03:52:07 - mmengine - INFO - Epoch(train) [76][1200/5005] lr: 3.0576e-02 eta: 7:45:22 time: 0.1264 data_time: 0.0017 memory: 4034 loss: 1.3311 2022/12/05 03:52:19 - mmengine - INFO - Epoch(train) [76][1300/5005] lr: 3.0552e-02 eta: 7:45:10 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2483 2022/12/05 03:52:32 - mmengine - INFO - Epoch(train) [76][1400/5005] lr: 3.0528e-02 eta: 7:44:58 time: 0.1262 data_time: 0.0017 memory: 4034 loss: 1.4365 2022/12/05 03:52:45 - mmengine - INFO - Epoch(train) [76][1500/5005] lr: 3.0504e-02 eta: 7:44:45 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.2969 2022/12/05 03:52:57 - mmengine - INFO - Epoch(train) [76][1600/5005] lr: 3.0480e-02 eta: 7:44:33 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.4469 2022/12/05 03:53:01 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:53:10 - mmengine - INFO - Epoch(train) [76][1700/5005] lr: 3.0456e-02 eta: 7:44:21 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.5563 2022/12/05 03:53:23 - mmengine - INFO - Epoch(train) [76][1800/5005] lr: 3.0432e-02 eta: 7:44:08 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.2672 2022/12/05 03:53:35 - mmengine - INFO - Epoch(train) [76][1900/5005] lr: 3.0408e-02 eta: 7:43:56 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2580 2022/12/05 03:53:48 - mmengine - INFO - Epoch(train) [76][2000/5005] lr: 3.0384e-02 eta: 7:43:43 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3857 2022/12/05 03:54:01 - mmengine - INFO - Epoch(train) [76][2100/5005] lr: 3.0360e-02 eta: 7:43:31 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3390 2022/12/05 03:54:13 - mmengine - INFO - Epoch(train) [76][2200/5005] lr: 3.0336e-02 eta: 7:43:19 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.3624 2022/12/05 03:54:26 - mmengine - INFO - Epoch(train) [76][2300/5005] lr: 3.0312e-02 eta: 7:43:06 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.5675 2022/12/05 03:54:39 - mmengine - INFO - Epoch(train) [76][2400/5005] lr: 3.0288e-02 eta: 7:42:54 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.1884 2022/12/05 03:54:52 - mmengine - INFO - Epoch(train) [76][2500/5005] lr: 3.0264e-02 eta: 7:42:41 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.6317 2022/12/05 03:55:04 - mmengine - INFO - Epoch(train) [76][2600/5005] lr: 3.0240e-02 eta: 7:42:29 time: 0.1259 data_time: 0.0019 memory: 4034 loss: 1.3628 2022/12/05 03:55:07 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:55:17 - mmengine - INFO - Epoch(train) [76][2700/5005] lr: 3.0216e-02 eta: 7:42:17 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3567 2022/12/05 03:55:30 - mmengine - INFO - Epoch(train) [76][2800/5005] lr: 3.0192e-02 eta: 7:42:04 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.2113 2022/12/05 03:55:42 - mmengine - INFO - Epoch(train) [76][2900/5005] lr: 3.0168e-02 eta: 7:41:52 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.5043 2022/12/05 03:55:55 - mmengine - INFO - Epoch(train) [76][3000/5005] lr: 3.0144e-02 eta: 7:41:39 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3576 2022/12/05 03:56:08 - mmengine - INFO - Epoch(train) [76][3100/5005] lr: 3.0120e-02 eta: 7:41:27 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3198 2022/12/05 03:56:20 - mmengine - INFO - Epoch(train) [76][3200/5005] lr: 3.0096e-02 eta: 7:41:15 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.5512 2022/12/05 03:56:33 - mmengine - INFO - Epoch(train) [76][3300/5005] lr: 3.0072e-02 eta: 7:41:02 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.5556 2022/12/05 03:56:46 - mmengine - INFO - Epoch(train) [76][3400/5005] lr: 3.0048e-02 eta: 7:40:50 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.5404 2022/12/05 03:56:58 - mmengine - INFO - Epoch(train) [76][3500/5005] lr: 3.0024e-02 eta: 7:40:38 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.5775 2022/12/05 03:57:11 - mmengine - INFO - Epoch(train) [76][3600/5005] lr: 3.0000e-02 eta: 7:40:25 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.4804 2022/12/05 03:57:14 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:57:24 - mmengine - INFO - Epoch(train) [76][3700/5005] lr: 2.9976e-02 eta: 7:40:13 time: 0.1257 data_time: 0.0018 memory: 4034 loss: 1.2903 2022/12/05 03:57:36 - mmengine - INFO - Epoch(train) [76][3800/5005] lr: 2.9952e-02 eta: 7:40:00 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.5314 2022/12/05 03:57:49 - mmengine - INFO - Epoch(train) [76][3900/5005] lr: 2.9928e-02 eta: 7:39:48 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3457 2022/12/05 03:58:02 - mmengine - INFO - Epoch(train) [76][4000/5005] lr: 2.9904e-02 eta: 7:39:36 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3102 2022/12/05 03:58:15 - mmengine - INFO - Epoch(train) [76][4100/5005] lr: 2.9880e-02 eta: 7:39:23 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3995 2022/12/05 03:58:27 - mmengine - INFO - Epoch(train) [76][4200/5005] lr: 2.9856e-02 eta: 7:39:11 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3184 2022/12/05 03:58:40 - mmengine - INFO - Epoch(train) [76][4300/5005] lr: 2.9832e-02 eta: 7:38:58 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4362 2022/12/05 03:58:53 - mmengine - INFO - Epoch(train) [76][4400/5005] lr: 2.9808e-02 eta: 7:38:46 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.4370 2022/12/05 03:59:05 - mmengine - INFO - Epoch(train) [76][4500/5005] lr: 2.9784e-02 eta: 7:38:34 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3356 2022/12/05 03:59:18 - mmengine - INFO - Epoch(train) [76][4600/5005] lr: 2.9760e-02 eta: 7:38:21 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3025 2022/12/05 03:59:21 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 03:59:31 - mmengine - INFO - Epoch(train) [76][4700/5005] lr: 2.9736e-02 eta: 7:38:09 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.5593 2022/12/05 03:59:43 - mmengine - INFO - Epoch(train) [76][4800/5005] lr: 2.9712e-02 eta: 7:37:56 time: 0.1262 data_time: 0.0017 memory: 4034 loss: 1.5026 2022/12/05 03:59:56 - mmengine - INFO - Epoch(train) [76][4900/5005] lr: 2.9688e-02 eta: 7:37:44 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2426 2022/12/05 04:00:09 - mmengine - INFO - Epoch(train) [76][5000/5005] lr: 2.9665e-02 eta: 7:37:32 time: 0.1268 data_time: 0.0025 memory: 4034 loss: 1.4226 2022/12/05 04:00:09 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:00:09 - mmengine - INFO - Saving checkpoint at 76 epochs 2022/12/05 04:00:16 - mmengine - INFO - Epoch(val) [76][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0082 memory: 4034 2022/12/05 04:00:29 - mmengine - INFO - Epoch(val) [76][196/196] accuracy/top1: 71.1080 accuracy/top5: 90.4580 2022/12/05 04:00:42 - mmengine - INFO - Epoch(train) [77][ 100/5005] lr: 2.9640e-02 eta: 7:37:19 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.3611 2022/12/05 04:00:55 - mmengine - INFO - Epoch(train) [77][ 200/5005] lr: 2.9616e-02 eta: 7:37:06 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3220 2022/12/05 04:01:07 - mmengine - INFO - Epoch(train) [77][ 300/5005] lr: 2.9592e-02 eta: 7:36:54 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2022 2022/12/05 04:01:20 - mmengine - INFO - Epoch(train) [77][ 400/5005] lr: 2.9568e-02 eta: 7:36:42 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3802 2022/12/05 04:01:33 - mmengine - INFO - Epoch(train) [77][ 500/5005] lr: 2.9544e-02 eta: 7:36:29 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2958 2022/12/05 04:01:45 - mmengine - INFO - Epoch(train) [77][ 600/5005] lr: 2.9520e-02 eta: 7:36:17 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.1497 2022/12/05 04:01:48 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:01:58 - mmengine - INFO - Epoch(train) [77][ 700/5005] lr: 2.9496e-02 eta: 7:36:04 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3064 2022/12/05 04:02:11 - mmengine - INFO - Epoch(train) [77][ 800/5005] lr: 2.9472e-02 eta: 7:35:52 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3613 2022/12/05 04:02:23 - mmengine - INFO - Epoch(train) [77][ 900/5005] lr: 2.9449e-02 eta: 7:35:40 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.3054 2022/12/05 04:02:36 - mmengine - INFO - Epoch(train) [77][1000/5005] lr: 2.9425e-02 eta: 7:35:27 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3253 2022/12/05 04:02:49 - mmengine - INFO - Epoch(train) [77][1100/5005] lr: 2.9401e-02 eta: 7:35:15 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.2283 2022/12/05 04:03:01 - mmengine - INFO - Epoch(train) [77][1200/5005] lr: 2.9377e-02 eta: 7:35:02 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.4416 2022/12/05 04:03:14 - mmengine - INFO - Epoch(train) [77][1300/5005] lr: 2.9353e-02 eta: 7:34:50 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.5108 2022/12/05 04:03:27 - mmengine - INFO - Epoch(train) [77][1400/5005] lr: 2.9329e-02 eta: 7:34:38 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.6799 2022/12/05 04:03:39 - mmengine - INFO - Epoch(train) [77][1500/5005] lr: 2.9306e-02 eta: 7:34:25 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3219 2022/12/05 04:03:52 - mmengine - INFO - Epoch(train) [77][1600/5005] lr: 2.9282e-02 eta: 7:34:13 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3028 2022/12/05 04:03:55 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:04:05 - mmengine - INFO - Epoch(train) [77][1700/5005] lr: 2.9258e-02 eta: 7:34:00 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4157 2022/12/05 04:04:17 - mmengine - INFO - Epoch(train) [77][1800/5005] lr: 2.9234e-02 eta: 7:33:48 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3135 2022/12/05 04:04:30 - mmengine - INFO - Epoch(train) [77][1900/5005] lr: 2.9210e-02 eta: 7:33:36 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2828 2022/12/05 04:04:43 - mmengine - INFO - Epoch(train) [77][2000/5005] lr: 2.9187e-02 eta: 7:33:23 time: 0.1300 data_time: 0.0018 memory: 4034 loss: 1.4461 2022/12/05 04:04:56 - mmengine - INFO - Epoch(train) [77][2100/5005] lr: 2.9163e-02 eta: 7:33:11 time: 0.1257 data_time: 0.0016 memory: 4034 loss: 1.2607 2022/12/05 04:05:08 - mmengine - INFO - Epoch(train) [77][2200/5005] lr: 2.9139e-02 eta: 7:32:58 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4404 2022/12/05 04:05:21 - mmengine - INFO - Epoch(train) [77][2300/5005] lr: 2.9115e-02 eta: 7:32:46 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.5823 2022/12/05 04:05:34 - mmengine - INFO - Epoch(train) [77][2400/5005] lr: 2.9092e-02 eta: 7:32:34 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3681 2022/12/05 04:05:46 - mmengine - INFO - Epoch(train) [77][2500/5005] lr: 2.9068e-02 eta: 7:32:21 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3181 2022/12/05 04:05:59 - mmengine - INFO - Epoch(train) [77][2600/5005] lr: 2.9044e-02 eta: 7:32:09 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.2334 2022/12/05 04:06:01 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:06:12 - mmengine - INFO - Epoch(train) [77][2700/5005] lr: 2.9020e-02 eta: 7:31:56 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.3686 2022/12/05 04:06:24 - mmengine - INFO - Epoch(train) [77][2800/5005] lr: 2.8997e-02 eta: 7:31:44 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2736 2022/12/05 04:06:37 - mmengine - INFO - Epoch(train) [77][2900/5005] lr: 2.8973e-02 eta: 7:31:32 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.1759 2022/12/05 04:06:50 - mmengine - INFO - Epoch(train) [77][3000/5005] lr: 2.8949e-02 eta: 7:31:19 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4399 2022/12/05 04:07:02 - mmengine - INFO - Epoch(train) [77][3100/5005] lr: 2.8925e-02 eta: 7:31:07 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3043 2022/12/05 04:07:15 - mmengine - INFO - Epoch(train) [77][3200/5005] lr: 2.8902e-02 eta: 7:30:54 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3119 2022/12/05 04:07:28 - mmengine - INFO - Epoch(train) [77][3300/5005] lr: 2.8878e-02 eta: 7:30:42 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.4164 2022/12/05 04:07:40 - mmengine - INFO - Epoch(train) [77][3400/5005] lr: 2.8854e-02 eta: 7:30:30 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.4295 2022/12/05 04:07:53 - mmengine - INFO - Epoch(train) [77][3500/5005] lr: 2.8831e-02 eta: 7:30:17 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3953 2022/12/05 04:08:06 - mmengine - INFO - Epoch(train) [77][3600/5005] lr: 2.8807e-02 eta: 7:30:05 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.4316 2022/12/05 04:08:08 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:08:19 - mmengine - INFO - Epoch(train) [77][3700/5005] lr: 2.8783e-02 eta: 7:29:52 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3863 2022/12/05 04:08:31 - mmengine - INFO - Epoch(train) [77][3800/5005] lr: 2.8760e-02 eta: 7:29:40 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3087 2022/12/05 04:08:44 - mmengine - INFO - Epoch(train) [77][3900/5005] lr: 2.8736e-02 eta: 7:29:28 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.1829 2022/12/05 04:08:57 - mmengine - INFO - Epoch(train) [77][4000/5005] lr: 2.8712e-02 eta: 7:29:15 time: 0.1260 data_time: 0.0019 memory: 4034 loss: 1.3911 2022/12/05 04:09:09 - mmengine - INFO - Epoch(train) [77][4100/5005] lr: 2.8689e-02 eta: 7:29:03 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3138 2022/12/05 04:09:22 - mmengine - INFO - Epoch(train) [77][4200/5005] lr: 2.8665e-02 eta: 7:28:50 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.3690 2022/12/05 04:09:35 - mmengine - INFO - Epoch(train) [77][4300/5005] lr: 2.8641e-02 eta: 7:28:38 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3952 2022/12/05 04:09:47 - mmengine - INFO - Epoch(train) [77][4400/5005] lr: 2.8618e-02 eta: 7:28:26 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.2535 2022/12/05 04:10:00 - mmengine - INFO - Epoch(train) [77][4500/5005] lr: 2.8594e-02 eta: 7:28:13 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3548 2022/12/05 04:10:13 - mmengine - INFO - Epoch(train) [77][4600/5005] lr: 2.8570e-02 eta: 7:28:01 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3420 2022/12/05 04:10:15 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:10:25 - mmengine - INFO - Epoch(train) [77][4700/5005] lr: 2.8547e-02 eta: 7:27:48 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4733 2022/12/05 04:10:38 - mmengine - INFO - Epoch(train) [77][4800/5005] lr: 2.8523e-02 eta: 7:27:36 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.5455 2022/12/05 04:10:51 - mmengine - INFO - Epoch(train) [77][4900/5005] lr: 2.8499e-02 eta: 7:27:24 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.2999 2022/12/05 04:11:03 - mmengine - INFO - Epoch(train) [77][5000/5005] lr: 2.8476e-02 eta: 7:27:11 time: 0.1270 data_time: 0.0025 memory: 4034 loss: 1.3587 2022/12/05 04:11:04 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:11:04 - mmengine - INFO - Saving checkpoint at 77 epochs 2022/12/05 04:11:11 - mmengine - INFO - Epoch(val) [77][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0077 memory: 4034 2022/12/05 04:11:24 - mmengine - INFO - Epoch(val) [77][196/196] accuracy/top1: 70.5800 accuracy/top5: 90.0660 2022/12/05 04:11:37 - mmengine - INFO - Epoch(train) [78][ 100/5005] lr: 2.8451e-02 eta: 7:26:58 time: 0.1263 data_time: 0.0017 memory: 4034 loss: 1.5225 2022/12/05 04:11:50 - mmengine - INFO - Epoch(train) [78][ 200/5005] lr: 2.8427e-02 eta: 7:26:46 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2576 2022/12/05 04:12:02 - mmengine - INFO - Epoch(train) [78][ 300/5005] lr: 2.8404e-02 eta: 7:26:34 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.2265 2022/12/05 04:12:15 - mmengine - INFO - Epoch(train) [78][ 400/5005] lr: 2.8380e-02 eta: 7:26:21 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4677 2022/12/05 04:12:28 - mmengine - INFO - Epoch(train) [78][ 500/5005] lr: 2.8357e-02 eta: 7:26:09 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2323 2022/12/05 04:12:40 - mmengine - INFO - Epoch(train) [78][ 600/5005] lr: 2.8333e-02 eta: 7:25:56 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3006 2022/12/05 04:12:42 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:12:53 - mmengine - INFO - Epoch(train) [78][ 700/5005] lr: 2.8310e-02 eta: 7:25:44 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.3218 2022/12/05 04:13:06 - mmengine - INFO - Epoch(train) [78][ 800/5005] lr: 2.8286e-02 eta: 7:25:32 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.3071 2022/12/05 04:13:18 - mmengine - INFO - Epoch(train) [78][ 900/5005] lr: 2.8262e-02 eta: 7:25:19 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.5683 2022/12/05 04:13:31 - mmengine - INFO - Epoch(train) [78][1000/5005] lr: 2.8239e-02 eta: 7:25:07 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3321 2022/12/05 04:13:44 - mmengine - INFO - Epoch(train) [78][1100/5005] lr: 2.8215e-02 eta: 7:24:54 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3447 2022/12/05 04:13:56 - mmengine - INFO - Epoch(train) [78][1200/5005] lr: 2.8192e-02 eta: 7:24:42 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.0968 2022/12/05 04:14:09 - mmengine - INFO - Epoch(train) [78][1300/5005] lr: 2.8168e-02 eta: 7:24:30 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2845 2022/12/05 04:14:22 - mmengine - INFO - Epoch(train) [78][1400/5005] lr: 2.8145e-02 eta: 7:24:17 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3510 2022/12/05 04:14:35 - mmengine - INFO - Epoch(train) [78][1500/5005] lr: 2.8121e-02 eta: 7:24:05 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.2951 2022/12/05 04:14:47 - mmengine - INFO - Epoch(train) [78][1600/5005] lr: 2.8098e-02 eta: 7:23:52 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3124 2022/12/05 04:14:49 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:15:00 - mmengine - INFO - Epoch(train) [78][1700/5005] lr: 2.8074e-02 eta: 7:23:40 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.4630 2022/12/05 04:15:13 - mmengine - INFO - Epoch(train) [78][1800/5005] lr: 2.8051e-02 eta: 7:23:28 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3769 2022/12/05 04:15:25 - mmengine - INFO - Epoch(train) [78][1900/5005] lr: 2.8027e-02 eta: 7:23:15 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3001 2022/12/05 04:15:38 - mmengine - INFO - Epoch(train) [78][2000/5005] lr: 2.8004e-02 eta: 7:23:03 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.4642 2022/12/05 04:15:51 - mmengine - INFO - Epoch(train) [78][2100/5005] lr: 2.7980e-02 eta: 7:22:50 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.6116 2022/12/05 04:16:03 - mmengine - INFO - Epoch(train) [78][2200/5005] lr: 2.7957e-02 eta: 7:22:38 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.2087 2022/12/05 04:16:16 - mmengine - INFO - Epoch(train) [78][2300/5005] lr: 2.7933e-02 eta: 7:22:26 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.3440 2022/12/05 04:16:29 - mmengine - INFO - Epoch(train) [78][2400/5005] lr: 2.7910e-02 eta: 7:22:13 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4774 2022/12/05 04:16:41 - mmengine - INFO - Epoch(train) [78][2500/5005] lr: 2.7886e-02 eta: 7:22:01 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.4552 2022/12/05 04:16:54 - mmengine - INFO - Epoch(train) [78][2600/5005] lr: 2.7863e-02 eta: 7:21:48 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.5159 2022/12/05 04:16:56 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:17:07 - mmengine - INFO - Epoch(train) [78][2700/5005] lr: 2.7839e-02 eta: 7:21:36 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.2591 2022/12/05 04:17:19 - mmengine - INFO - Epoch(train) [78][2800/5005] lr: 2.7816e-02 eta: 7:21:24 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.2328 2022/12/05 04:17:32 - mmengine - INFO - Epoch(train) [78][2900/5005] lr: 2.7793e-02 eta: 7:21:11 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2831 2022/12/05 04:17:45 - mmengine - INFO - Epoch(train) [78][3000/5005] lr: 2.7769e-02 eta: 7:20:59 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3273 2022/12/05 04:17:58 - mmengine - INFO - Epoch(train) [78][3100/5005] lr: 2.7746e-02 eta: 7:20:46 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3481 2022/12/05 04:18:10 - mmengine - INFO - Epoch(train) [78][3200/5005] lr: 2.7722e-02 eta: 7:20:34 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.2474 2022/12/05 04:18:23 - mmengine - INFO - Epoch(train) [78][3300/5005] lr: 2.7699e-02 eta: 7:20:22 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.3379 2022/12/05 04:18:36 - mmengine - INFO - Epoch(train) [78][3400/5005] lr: 2.7676e-02 eta: 7:20:09 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2425 2022/12/05 04:18:48 - mmengine - INFO - Epoch(train) [78][3500/5005] lr: 2.7652e-02 eta: 7:19:57 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3675 2022/12/05 04:19:01 - mmengine - INFO - Epoch(train) [78][3600/5005] lr: 2.7629e-02 eta: 7:19:44 time: 0.1275 data_time: 0.0018 memory: 4034 loss: 1.2839 2022/12/05 04:19:03 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:19:14 - mmengine - INFO - Epoch(train) [78][3700/5005] lr: 2.7605e-02 eta: 7:19:32 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.1963 2022/12/05 04:19:26 - mmengine - INFO - Epoch(train) [78][3800/5005] lr: 2.7582e-02 eta: 7:19:20 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.4058 2022/12/05 04:19:39 - mmengine - INFO - Epoch(train) [78][3900/5005] lr: 2.7559e-02 eta: 7:19:07 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.3833 2022/12/05 04:19:52 - mmengine - INFO - Epoch(train) [78][4000/5005] lr: 2.7535e-02 eta: 7:18:55 time: 0.1257 data_time: 0.0018 memory: 4034 loss: 1.2763 2022/12/05 04:20:04 - mmengine - INFO - Epoch(train) [78][4100/5005] lr: 2.7512e-02 eta: 7:18:42 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.2248 2022/12/05 04:20:17 - mmengine - INFO - Epoch(train) [78][4200/5005] lr: 2.7488e-02 eta: 7:18:30 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.2884 2022/12/05 04:20:30 - mmengine - INFO - Epoch(train) [78][4300/5005] lr: 2.7465e-02 eta: 7:18:18 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.3054 2022/12/05 04:20:43 - mmengine - INFO - Epoch(train) [78][4400/5005] lr: 2.7442e-02 eta: 7:18:05 time: 0.1282 data_time: 0.0017 memory: 4034 loss: 1.3602 2022/12/05 04:20:55 - mmengine - INFO - Epoch(train) [78][4500/5005] lr: 2.7418e-02 eta: 7:17:53 time: 0.1260 data_time: 0.0019 memory: 4034 loss: 1.2460 2022/12/05 04:21:08 - mmengine - INFO - Epoch(train) [78][4600/5005] lr: 2.7395e-02 eta: 7:17:40 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.3941 2022/12/05 04:21:10 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:21:21 - mmengine - INFO - Epoch(train) [78][4700/5005] lr: 2.7372e-02 eta: 7:17:28 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.6706 2022/12/05 04:21:33 - mmengine - INFO - Epoch(train) [78][4800/5005] lr: 2.7348e-02 eta: 7:17:16 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.2214 2022/12/05 04:21:46 - mmengine - INFO - Epoch(train) [78][4900/5005] lr: 2.7325e-02 eta: 7:17:03 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.5397 2022/12/05 04:21:59 - mmengine - INFO - Epoch(train) [78][5000/5005] lr: 2.7302e-02 eta: 7:16:51 time: 0.1269 data_time: 0.0025 memory: 4034 loss: 1.5586 2022/12/05 04:21:59 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:21:59 - mmengine - INFO - Saving checkpoint at 78 epochs 2022/12/05 04:22:06 - mmengine - INFO - Epoch(val) [78][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0082 memory: 4034 2022/12/05 04:22:19 - mmengine - INFO - Epoch(val) [78][196/196] accuracy/top1: 71.0480 accuracy/top5: 90.3100 2022/12/05 04:22:32 - mmengine - INFO - Epoch(train) [79][ 100/5005] lr: 2.7277e-02 eta: 7:16:38 time: 0.1256 data_time: 0.0017 memory: 4034 loss: 1.2735 2022/12/05 04:22:45 - mmengine - INFO - Epoch(train) [79][ 200/5005] lr: 2.7254e-02 eta: 7:16:25 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3318 2022/12/05 04:22:57 - mmengine - INFO - Epoch(train) [79][ 300/5005] lr: 2.7231e-02 eta: 7:16:13 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.1357 2022/12/05 04:23:10 - mmengine - INFO - Epoch(train) [79][ 400/5005] lr: 2.7208e-02 eta: 7:16:01 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.1644 2022/12/05 04:23:23 - mmengine - INFO - Epoch(train) [79][ 500/5005] lr: 2.7184e-02 eta: 7:15:48 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3677 2022/12/05 04:23:35 - mmengine - INFO - Epoch(train) [79][ 600/5005] lr: 2.7161e-02 eta: 7:15:36 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.4030 2022/12/05 04:23:37 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:23:48 - mmengine - INFO - Epoch(train) [79][ 700/5005] lr: 2.7138e-02 eta: 7:15:23 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.2266 2022/12/05 04:24:01 - mmengine - INFO - Epoch(train) [79][ 800/5005] lr: 2.7114e-02 eta: 7:15:11 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.2040 2022/12/05 04:24:13 - mmengine - INFO - Epoch(train) [79][ 900/5005] lr: 2.7091e-02 eta: 7:14:59 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.1883 2022/12/05 04:24:26 - mmengine - INFO - Epoch(train) [79][1000/5005] lr: 2.7068e-02 eta: 7:14:46 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.2182 2022/12/05 04:24:39 - mmengine - INFO - Epoch(train) [79][1100/5005] lr: 2.7045e-02 eta: 7:14:34 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3209 2022/12/05 04:24:52 - mmengine - INFO - Epoch(train) [79][1200/5005] lr: 2.7022e-02 eta: 7:14:21 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1680 2022/12/05 04:25:04 - mmengine - INFO - Epoch(train) [79][1300/5005] lr: 2.6998e-02 eta: 7:14:09 time: 0.1259 data_time: 0.0019 memory: 4034 loss: 1.4654 2022/12/05 04:25:17 - mmengine - INFO - Epoch(train) [79][1400/5005] lr: 2.6975e-02 eta: 7:13:57 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.1917 2022/12/05 04:25:30 - mmengine - INFO - Epoch(train) [79][1500/5005] lr: 2.6952e-02 eta: 7:13:44 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2491 2022/12/05 04:25:42 - mmengine - INFO - Epoch(train) [79][1600/5005] lr: 2.6929e-02 eta: 7:13:32 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.1583 2022/12/05 04:25:44 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:25:55 - mmengine - INFO - Epoch(train) [79][1700/5005] lr: 2.6905e-02 eta: 7:13:19 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.3511 2022/12/05 04:26:08 - mmengine - INFO - Epoch(train) [79][1800/5005] lr: 2.6882e-02 eta: 7:13:07 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.2312 2022/12/05 04:26:20 - mmengine - INFO - Epoch(train) [79][1900/5005] lr: 2.6859e-02 eta: 7:12:55 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2362 2022/12/05 04:26:33 - mmengine - INFO - Epoch(train) [79][2000/5005] lr: 2.6836e-02 eta: 7:12:42 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.4531 2022/12/05 04:26:46 - mmengine - INFO - Epoch(train) [79][2100/5005] lr: 2.6813e-02 eta: 7:12:30 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2551 2022/12/05 04:26:59 - mmengine - INFO - Epoch(train) [79][2200/5005] lr: 2.6790e-02 eta: 7:12:17 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.4070 2022/12/05 04:27:11 - mmengine - INFO - Epoch(train) [79][2300/5005] lr: 2.6766e-02 eta: 7:12:05 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.4466 2022/12/05 04:27:24 - mmengine - INFO - Epoch(train) [79][2400/5005] lr: 2.6743e-02 eta: 7:11:53 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2668 2022/12/05 04:27:37 - mmengine - INFO - Epoch(train) [79][2500/5005] lr: 2.6720e-02 eta: 7:11:40 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 1.4267 2022/12/05 04:27:49 - mmengine - INFO - Epoch(train) [79][2600/5005] lr: 2.6697e-02 eta: 7:11:28 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3361 2022/12/05 04:27:51 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:28:02 - mmengine - INFO - Epoch(train) [79][2700/5005] lr: 2.6674e-02 eta: 7:11:15 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.5516 2022/12/05 04:28:15 - mmengine - INFO - Epoch(train) [79][2800/5005] lr: 2.6651e-02 eta: 7:11:03 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.2654 2022/12/05 04:28:27 - mmengine - INFO - Epoch(train) [79][2900/5005] lr: 2.6628e-02 eta: 7:10:51 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.4104 2022/12/05 04:28:40 - mmengine - INFO - Epoch(train) [79][3000/5005] lr: 2.6604e-02 eta: 7:10:38 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.4939 2022/12/05 04:28:53 - mmengine - INFO - Epoch(train) [79][3100/5005] lr: 2.6581e-02 eta: 7:10:26 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3816 2022/12/05 04:29:06 - mmengine - INFO - Epoch(train) [79][3200/5005] lr: 2.6558e-02 eta: 7:10:13 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2924 2022/12/05 04:29:18 - mmengine - INFO - Epoch(train) [79][3300/5005] lr: 2.6535e-02 eta: 7:10:01 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3520 2022/12/05 04:29:31 - mmengine - INFO - Epoch(train) [79][3400/5005] lr: 2.6512e-02 eta: 7:09:49 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.5129 2022/12/05 04:29:44 - mmengine - INFO - Epoch(train) [79][3500/5005] lr: 2.6489e-02 eta: 7:09:36 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3547 2022/12/05 04:29:56 - mmengine - INFO - Epoch(train) [79][3600/5005] lr: 2.6466e-02 eta: 7:09:24 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.1884 2022/12/05 04:29:58 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:30:09 - mmengine - INFO - Epoch(train) [79][3700/5005] lr: 2.6443e-02 eta: 7:09:11 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.4854 2022/12/05 04:30:22 - mmengine - INFO - Epoch(train) [79][3800/5005] lr: 2.6420e-02 eta: 7:08:59 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2937 2022/12/05 04:30:35 - mmengine - INFO - Epoch(train) [79][3900/5005] lr: 2.6397e-02 eta: 7:08:47 time: 0.1257 data_time: 0.0018 memory: 4034 loss: 1.2159 2022/12/05 04:30:47 - mmengine - INFO - Epoch(train) [79][4000/5005] lr: 2.6374e-02 eta: 7:08:34 time: 0.1256 data_time: 0.0018 memory: 4034 loss: 1.4226 2022/12/05 04:31:00 - mmengine - INFO - Epoch(train) [79][4100/5005] lr: 2.6351e-02 eta: 7:08:22 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.3776 2022/12/05 04:31:13 - mmengine - INFO - Epoch(train) [79][4200/5005] lr: 2.6328e-02 eta: 7:08:09 time: 0.1257 data_time: 0.0018 memory: 4034 loss: 1.4754 2022/12/05 04:31:25 - mmengine - INFO - Epoch(train) [79][4300/5005] lr: 2.6304e-02 eta: 7:07:57 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.5143 2022/12/05 04:31:38 - mmengine - INFO - Epoch(train) [79][4400/5005] lr: 2.6281e-02 eta: 7:07:45 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3835 2022/12/05 04:31:51 - mmengine - INFO - Epoch(train) [79][4500/5005] lr: 2.6258e-02 eta: 7:07:32 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3006 2022/12/05 04:32:03 - mmengine - INFO - Epoch(train) [79][4600/5005] lr: 2.6235e-02 eta: 7:07:20 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3673 2022/12/05 04:32:05 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:32:16 - mmengine - INFO - Epoch(train) [79][4700/5005] lr: 2.6212e-02 eta: 7:07:07 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.2919 2022/12/05 04:32:29 - mmengine - INFO - Epoch(train) [79][4800/5005] lr: 2.6189e-02 eta: 7:06:55 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.5700 2022/12/05 04:32:41 - mmengine - INFO - Epoch(train) [79][4900/5005] lr: 2.6166e-02 eta: 7:06:43 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2460 2022/12/05 04:32:54 - mmengine - INFO - Epoch(train) [79][5000/5005] lr: 2.6143e-02 eta: 7:06:30 time: 0.1268 data_time: 0.0027 memory: 4034 loss: 1.5245 2022/12/05 04:32:55 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:32:55 - mmengine - INFO - Saving checkpoint at 79 epochs 2022/12/05 04:33:02 - mmengine - INFO - Epoch(val) [79][100/196] eta: 0:00:03 time: 0.0350 data_time: 0.0078 memory: 4034 2022/12/05 04:33:14 - mmengine - INFO - Epoch(val) [79][196/196] accuracy/top1: 71.3380 accuracy/top5: 90.7820 2022/12/05 04:33:27 - mmengine - INFO - Epoch(train) [80][ 100/5005] lr: 2.6119e-02 eta: 7:06:17 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.1963 2022/12/05 04:33:40 - mmengine - INFO - Epoch(train) [80][ 200/5005] lr: 2.6096e-02 eta: 7:06:05 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3920 2022/12/05 04:33:53 - mmengine - INFO - Epoch(train) [80][ 300/5005] lr: 2.6073e-02 eta: 7:05:52 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3557 2022/12/05 04:34:06 - mmengine - INFO - Epoch(train) [80][ 400/5005] lr: 2.6050e-02 eta: 7:05:40 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.5580 2022/12/05 04:34:18 - mmengine - INFO - Epoch(train) [80][ 500/5005] lr: 2.6027e-02 eta: 7:05:28 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.2715 2022/12/05 04:34:31 - mmengine - INFO - Epoch(train) [80][ 600/5005] lr: 2.6005e-02 eta: 7:05:15 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.1941 2022/12/05 04:34:32 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:34:44 - mmengine - INFO - Epoch(train) [80][ 700/5005] lr: 2.5982e-02 eta: 7:05:03 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.3518 2022/12/05 04:34:56 - mmengine - INFO - Epoch(train) [80][ 800/5005] lr: 2.5959e-02 eta: 7:04:50 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.4382 2022/12/05 04:35:09 - mmengine - INFO - Epoch(train) [80][ 900/5005] lr: 2.5936e-02 eta: 7:04:38 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.2965 2022/12/05 04:35:22 - mmengine - INFO - Epoch(train) [80][1000/5005] lr: 2.5913e-02 eta: 7:04:26 time: 0.1257 data_time: 0.0018 memory: 4034 loss: 1.3084 2022/12/05 04:35:35 - mmengine - INFO - Epoch(train) [80][1100/5005] lr: 2.5890e-02 eta: 7:04:13 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.2605 2022/12/05 04:35:47 - mmengine - INFO - Epoch(train) [80][1200/5005] lr: 2.5867e-02 eta: 7:04:01 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3568 2022/12/05 04:36:00 - mmengine - INFO - Epoch(train) [80][1300/5005] lr: 2.5844e-02 eta: 7:03:48 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3536 2022/12/05 04:36:13 - mmengine - INFO - Epoch(train) [80][1400/5005] lr: 2.5821e-02 eta: 7:03:36 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.4642 2022/12/05 04:36:25 - mmengine - INFO - Epoch(train) [80][1500/5005] lr: 2.5798e-02 eta: 7:03:24 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3049 2022/12/05 04:36:38 - mmengine - INFO - Epoch(train) [80][1600/5005] lr: 2.5775e-02 eta: 7:03:11 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3924 2022/12/05 04:36:39 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:36:51 - mmengine - INFO - Epoch(train) [80][1700/5005] lr: 2.5753e-02 eta: 7:02:59 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3883 2022/12/05 04:37:03 - mmengine - INFO - Epoch(train) [80][1800/5005] lr: 2.5730e-02 eta: 7:02:46 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2348 2022/12/05 04:37:16 - mmengine - INFO - Epoch(train) [80][1900/5005] lr: 2.5707e-02 eta: 7:02:34 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2725 2022/12/05 04:37:29 - mmengine - INFO - Epoch(train) [80][2000/5005] lr: 2.5684e-02 eta: 7:02:22 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.3117 2022/12/05 04:37:42 - mmengine - INFO - Epoch(train) [80][2100/5005] lr: 2.5661e-02 eta: 7:02:09 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.2241 2022/12/05 04:37:54 - mmengine - INFO - Epoch(train) [80][2200/5005] lr: 2.5638e-02 eta: 7:01:57 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.1579 2022/12/05 04:38:07 - mmengine - INFO - Epoch(train) [80][2300/5005] lr: 2.5615e-02 eta: 7:01:44 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.0474 2022/12/05 04:38:20 - mmengine - INFO - Epoch(train) [80][2400/5005] lr: 2.5593e-02 eta: 7:01:32 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3540 2022/12/05 04:38:32 - mmengine - INFO - Epoch(train) [80][2500/5005] lr: 2.5570e-02 eta: 7:01:20 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.4945 2022/12/05 04:38:45 - mmengine - INFO - Epoch(train) [80][2600/5005] lr: 2.5547e-02 eta: 7:01:07 time: 0.1257 data_time: 0.0017 memory: 4034 loss: 1.2192 2022/12/05 04:38:46 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:38:58 - mmengine - INFO - Epoch(train) [80][2700/5005] lr: 2.5524e-02 eta: 7:00:55 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.4058 2022/12/05 04:39:10 - mmengine - INFO - Epoch(train) [80][2800/5005] lr: 2.5501e-02 eta: 7:00:42 time: 0.1260 data_time: 0.0019 memory: 4034 loss: 1.1536 2022/12/05 04:39:23 - mmengine - INFO - Epoch(train) [80][2900/5005] lr: 2.5479e-02 eta: 7:00:30 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3602 2022/12/05 04:39:36 - mmengine - INFO - Epoch(train) [80][3000/5005] lr: 2.5456e-02 eta: 7:00:18 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.1795 2022/12/05 04:39:49 - mmengine - INFO - Epoch(train) [80][3100/5005] lr: 2.5433e-02 eta: 7:00:05 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.2247 2022/12/05 04:40:01 - mmengine - INFO - Epoch(train) [80][3200/5005] lr: 2.5410e-02 eta: 6:59:53 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.3684 2022/12/05 04:40:14 - mmengine - INFO - Epoch(train) [80][3300/5005] lr: 2.5387e-02 eta: 6:59:40 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3379 2022/12/05 04:40:27 - mmengine - INFO - Epoch(train) [80][3400/5005] lr: 2.5365e-02 eta: 6:59:28 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3656 2022/12/05 04:40:39 - mmengine - INFO - Epoch(train) [80][3500/5005] lr: 2.5342e-02 eta: 6:59:16 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.1346 2022/12/05 04:40:52 - mmengine - INFO - Epoch(train) [80][3600/5005] lr: 2.5319e-02 eta: 6:59:03 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.1266 2022/12/05 04:40:53 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:41:05 - mmengine - INFO - Epoch(train) [80][3700/5005] lr: 2.5296e-02 eta: 6:58:51 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.3094 2022/12/05 04:41:18 - mmengine - INFO - Epoch(train) [80][3800/5005] lr: 2.5274e-02 eta: 6:58:38 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3152 2022/12/05 04:41:30 - mmengine - INFO - Epoch(train) [80][3900/5005] lr: 2.5251e-02 eta: 6:58:26 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.4698 2022/12/05 04:41:43 - mmengine - INFO - Epoch(train) [80][4000/5005] lr: 2.5228e-02 eta: 6:58:14 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3901 2022/12/05 04:41:56 - mmengine - INFO - Epoch(train) [80][4100/5005] lr: 2.5205e-02 eta: 6:58:01 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3733 2022/12/05 04:42:08 - mmengine - INFO - Epoch(train) [80][4200/5005] lr: 2.5183e-02 eta: 6:57:49 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.4712 2022/12/05 04:42:21 - mmengine - INFO - Epoch(train) [80][4300/5005] lr: 2.5160e-02 eta: 6:57:36 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.4946 2022/12/05 04:42:34 - mmengine - INFO - Epoch(train) [80][4400/5005] lr: 2.5137e-02 eta: 6:57:24 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.5417 2022/12/05 04:42:46 - mmengine - INFO - Epoch(train) [80][4500/5005] lr: 2.5115e-02 eta: 6:57:12 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.4561 2022/12/05 04:42:59 - mmengine - INFO - Epoch(train) [80][4600/5005] lr: 2.5092e-02 eta: 6:56:59 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.2715 2022/12/05 04:43:00 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:43:12 - mmengine - INFO - Epoch(train) [80][4700/5005] lr: 2.5069e-02 eta: 6:56:47 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3189 2022/12/05 04:43:25 - mmengine - INFO - Epoch(train) [80][4800/5005] lr: 2.5047e-02 eta: 6:56:34 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.4402 2022/12/05 04:43:37 - mmengine - INFO - Epoch(train) [80][4900/5005] lr: 2.5024e-02 eta: 6:56:22 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.2436 2022/12/05 04:43:50 - mmengine - INFO - Epoch(train) [80][5000/5005] lr: 2.5001e-02 eta: 6:56:09 time: 0.1268 data_time: 0.0027 memory: 4034 loss: 1.4282 2022/12/05 04:43:51 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:43:51 - mmengine - INFO - Saving checkpoint at 80 epochs 2022/12/05 04:43:57 - mmengine - INFO - Epoch(val) [80][100/196] eta: 0:00:03 time: 0.0388 data_time: 0.0114 memory: 4034 2022/12/05 04:44:10 - mmengine - INFO - Epoch(val) [80][196/196] accuracy/top1: 71.5980 accuracy/top5: 90.6680 2022/12/05 04:44:23 - mmengine - INFO - Epoch(train) [81][ 100/5005] lr: 2.4978e-02 eta: 6:55:57 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2911 2022/12/05 04:44:36 - mmengine - INFO - Epoch(train) [81][ 200/5005] lr: 2.4955e-02 eta: 6:55:44 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.3596 2022/12/05 04:44:49 - mmengine - INFO - Epoch(train) [81][ 300/5005] lr: 2.4932e-02 eta: 6:55:32 time: 0.1262 data_time: 0.0017 memory: 4034 loss: 1.2384 2022/12/05 04:45:01 - mmengine - INFO - Epoch(train) [81][ 400/5005] lr: 2.4910e-02 eta: 6:55:19 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3143 2022/12/05 04:45:14 - mmengine - INFO - Epoch(train) [81][ 500/5005] lr: 2.4887e-02 eta: 6:55:07 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.2803 2022/12/05 04:45:27 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:45:27 - mmengine - INFO - Epoch(train) [81][ 600/5005] lr: 2.4864e-02 eta: 6:54:55 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.2544 2022/12/05 04:45:40 - mmengine - INFO - Epoch(train) [81][ 700/5005] lr: 2.4842e-02 eta: 6:54:42 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1751 2022/12/05 04:45:52 - mmengine - INFO - Epoch(train) [81][ 800/5005] lr: 2.4819e-02 eta: 6:54:30 time: 0.1263 data_time: 0.0017 memory: 4034 loss: 1.3793 2022/12/05 04:46:05 - mmengine - INFO - Epoch(train) [81][ 900/5005] lr: 2.4797e-02 eta: 6:54:17 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.1996 2022/12/05 04:46:18 - mmengine - INFO - Epoch(train) [81][1000/5005] lr: 2.4774e-02 eta: 6:54:05 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.2154 2022/12/05 04:46:30 - mmengine - INFO - Epoch(train) [81][1100/5005] lr: 2.4751e-02 eta: 6:53:52 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1675 2022/12/05 04:46:43 - mmengine - INFO - Epoch(train) [81][1200/5005] lr: 2.4729e-02 eta: 6:53:40 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2239 2022/12/05 04:46:56 - mmengine - INFO - Epoch(train) [81][1300/5005] lr: 2.4706e-02 eta: 6:53:28 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.4320 2022/12/05 04:47:08 - mmengine - INFO - Epoch(train) [81][1400/5005] lr: 2.4684e-02 eta: 6:53:15 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.4672 2022/12/05 04:47:21 - mmengine - INFO - Epoch(train) [81][1500/5005] lr: 2.4661e-02 eta: 6:53:03 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.1172 2022/12/05 04:47:34 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:47:34 - mmengine - INFO - Epoch(train) [81][1600/5005] lr: 2.4639e-02 eta: 6:52:50 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 1.3593 2022/12/05 04:47:47 - mmengine - INFO - Epoch(train) [81][1700/5005] lr: 2.4616e-02 eta: 6:52:38 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2392 2022/12/05 04:47:59 - mmengine - INFO - Epoch(train) [81][1800/5005] lr: 2.4594e-02 eta: 6:52:26 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.2117 2022/12/05 04:48:12 - mmengine - INFO - Epoch(train) [81][1900/5005] lr: 2.4571e-02 eta: 6:52:13 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3646 2022/12/05 04:48:25 - mmengine - INFO - Epoch(train) [81][2000/5005] lr: 2.4549e-02 eta: 6:52:01 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.5211 2022/12/05 04:48:37 - mmengine - INFO - Epoch(train) [81][2100/5005] lr: 2.4526e-02 eta: 6:51:48 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.4285 2022/12/05 04:48:50 - mmengine - INFO - Epoch(train) [81][2200/5005] lr: 2.4504e-02 eta: 6:51:36 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.3901 2022/12/05 04:49:03 - mmengine - INFO - Epoch(train) [81][2300/5005] lr: 2.4481e-02 eta: 6:51:24 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.2941 2022/12/05 04:49:15 - mmengine - INFO - Epoch(train) [81][2400/5005] lr: 2.4459e-02 eta: 6:51:11 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.2202 2022/12/05 04:49:28 - mmengine - INFO - Epoch(train) [81][2500/5005] lr: 2.4436e-02 eta: 6:50:59 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.2421 2022/12/05 04:49:41 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:49:41 - mmengine - INFO - Epoch(train) [81][2600/5005] lr: 2.4414e-02 eta: 6:50:46 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.3944 2022/12/05 04:49:54 - mmengine - INFO - Epoch(train) [81][2700/5005] lr: 2.4391e-02 eta: 6:50:34 time: 0.1262 data_time: 0.0017 memory: 4034 loss: 1.3085 2022/12/05 04:50:06 - mmengine - INFO - Epoch(train) [81][2800/5005] lr: 2.4369e-02 eta: 6:50:22 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.2131 2022/12/05 04:50:19 - mmengine - INFO - Epoch(train) [81][2900/5005] lr: 2.4346e-02 eta: 6:50:09 time: 0.1262 data_time: 0.0017 memory: 4034 loss: 1.2276 2022/12/05 04:50:32 - mmengine - INFO - Epoch(train) [81][3000/5005] lr: 2.4324e-02 eta: 6:49:57 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.3565 2022/12/05 04:50:44 - mmengine - INFO - Epoch(train) [81][3100/5005] lr: 2.4301e-02 eta: 6:49:44 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3941 2022/12/05 04:50:57 - mmengine - INFO - Epoch(train) [81][3200/5005] lr: 2.4279e-02 eta: 6:49:32 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.3413 2022/12/05 04:51:10 - mmengine - INFO - Epoch(train) [81][3300/5005] lr: 2.4257e-02 eta: 6:49:19 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3834 2022/12/05 04:51:23 - mmengine - INFO - Epoch(train) [81][3400/5005] lr: 2.4234e-02 eta: 6:49:07 time: 0.1328 data_time: 0.0018 memory: 4034 loss: 1.2815 2022/12/05 04:51:35 - mmengine - INFO - Epoch(train) [81][3500/5005] lr: 2.4212e-02 eta: 6:48:55 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3020 2022/12/05 04:51:48 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:51:48 - mmengine - INFO - Epoch(train) [81][3600/5005] lr: 2.4189e-02 eta: 6:48:42 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.3285 2022/12/05 04:52:01 - mmengine - INFO - Epoch(train) [81][3700/5005] lr: 2.4167e-02 eta: 6:48:30 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 1.1942 2022/12/05 04:52:14 - mmengine - INFO - Epoch(train) [81][3800/5005] lr: 2.4145e-02 eta: 6:48:18 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3817 2022/12/05 04:52:26 - mmengine - INFO - Epoch(train) [81][3900/5005] lr: 2.4122e-02 eta: 6:48:05 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3941 2022/12/05 04:52:39 - mmengine - INFO - Epoch(train) [81][4000/5005] lr: 2.4100e-02 eta: 6:47:53 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.1655 2022/12/05 04:52:52 - mmengine - INFO - Epoch(train) [81][4100/5005] lr: 2.4077e-02 eta: 6:47:40 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.3732 2022/12/05 04:53:04 - mmengine - INFO - Epoch(train) [81][4200/5005] lr: 2.4055e-02 eta: 6:47:28 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.3306 2022/12/05 04:53:17 - mmengine - INFO - Epoch(train) [81][4300/5005] lr: 2.4033e-02 eta: 6:47:15 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.3894 2022/12/05 04:53:30 - mmengine - INFO - Epoch(train) [81][4400/5005] lr: 2.4010e-02 eta: 6:47:03 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2954 2022/12/05 04:53:43 - mmengine - INFO - Epoch(train) [81][4500/5005] lr: 2.3988e-02 eta: 6:46:51 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2332 2022/12/05 04:53:55 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:53:55 - mmengine - INFO - Epoch(train) [81][4600/5005] lr: 2.3966e-02 eta: 6:46:38 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2690 2022/12/05 04:54:08 - mmengine - INFO - Epoch(train) [81][4700/5005] lr: 2.3943e-02 eta: 6:46:26 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.2603 2022/12/05 04:54:21 - mmengine - INFO - Epoch(train) [81][4800/5005] lr: 2.3921e-02 eta: 6:46:13 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3225 2022/12/05 04:54:33 - mmengine - INFO - Epoch(train) [81][4900/5005] lr: 2.3899e-02 eta: 6:46:01 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.4159 2022/12/05 04:54:46 - mmengine - INFO - Epoch(train) [81][5000/5005] lr: 2.3876e-02 eta: 6:45:49 time: 0.1268 data_time: 0.0026 memory: 4034 loss: 1.2620 2022/12/05 04:54:47 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:54:47 - mmengine - INFO - Saving checkpoint at 81 epochs 2022/12/05 04:54:54 - mmengine - INFO - Epoch(val) [81][100/196] eta: 0:00:03 time: 0.0387 data_time: 0.0116 memory: 4034 2022/12/05 04:55:06 - mmengine - INFO - Epoch(val) [81][196/196] accuracy/top1: 71.8140 accuracy/top5: 90.7580 2022/12/05 04:55:20 - mmengine - INFO - Epoch(train) [82][ 100/5005] lr: 2.3853e-02 eta: 6:45:36 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3685 2022/12/05 04:55:32 - mmengine - INFO - Epoch(train) [82][ 200/5005] lr: 2.3831e-02 eta: 6:45:23 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.5005 2022/12/05 04:55:45 - mmengine - INFO - Epoch(train) [82][ 300/5005] lr: 2.3808e-02 eta: 6:45:11 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3476 2022/12/05 04:55:58 - mmengine - INFO - Epoch(train) [82][ 400/5005] lr: 2.3786e-02 eta: 6:44:58 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.2363 2022/12/05 04:56:10 - mmengine - INFO - Epoch(train) [82][ 500/5005] lr: 2.3764e-02 eta: 6:44:46 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3642 2022/12/05 04:56:22 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:56:23 - mmengine - INFO - Epoch(train) [82][ 600/5005] lr: 2.3742e-02 eta: 6:44:34 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.3871 2022/12/05 04:56:36 - mmengine - INFO - Epoch(train) [82][ 700/5005] lr: 2.3719e-02 eta: 6:44:21 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1856 2022/12/05 04:56:48 - mmengine - INFO - Epoch(train) [82][ 800/5005] lr: 2.3697e-02 eta: 6:44:09 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.2407 2022/12/05 04:57:01 - mmengine - INFO - Epoch(train) [82][ 900/5005] lr: 2.3675e-02 eta: 6:43:56 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.2523 2022/12/05 04:57:14 - mmengine - INFO - Epoch(train) [82][1000/5005] lr: 2.3653e-02 eta: 6:43:44 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.1882 2022/12/05 04:57:27 - mmengine - INFO - Epoch(train) [82][1100/5005] lr: 2.3630e-02 eta: 6:43:32 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2697 2022/12/05 04:57:39 - mmengine - INFO - Epoch(train) [82][1200/5005] lr: 2.3608e-02 eta: 6:43:19 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 1.1457 2022/12/05 04:57:52 - mmengine - INFO - Epoch(train) [82][1300/5005] lr: 2.3586e-02 eta: 6:43:07 time: 0.1260 data_time: 0.0019 memory: 4034 loss: 1.3161 2022/12/05 04:58:05 - mmengine - INFO - Epoch(train) [82][1400/5005] lr: 2.3564e-02 eta: 6:42:54 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.2277 2022/12/05 04:58:17 - mmengine - INFO - Epoch(train) [82][1500/5005] lr: 2.3542e-02 eta: 6:42:42 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2405 2022/12/05 04:58:29 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 04:58:30 - mmengine - INFO - Epoch(train) [82][1600/5005] lr: 2.3519e-02 eta: 6:42:30 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.3338 2022/12/05 04:58:43 - mmengine - INFO - Epoch(train) [82][1700/5005] lr: 2.3497e-02 eta: 6:42:17 time: 0.1260 data_time: 0.0019 memory: 4034 loss: 1.2504 2022/12/05 04:58:56 - mmengine - INFO - Epoch(train) [82][1800/5005] lr: 2.3475e-02 eta: 6:42:05 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 0.9983 2022/12/05 04:59:08 - mmengine - INFO - Epoch(train) [82][1900/5005] lr: 2.3453e-02 eta: 6:41:52 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.2320 2022/12/05 04:59:21 - mmengine - INFO - Epoch(train) [82][2000/5005] lr: 2.3431e-02 eta: 6:41:40 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.4552 2022/12/05 04:59:34 - mmengine - INFO - Epoch(train) [82][2100/5005] lr: 2.3409e-02 eta: 6:41:27 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.3319 2022/12/05 04:59:46 - mmengine - INFO - Epoch(train) [82][2200/5005] lr: 2.3386e-02 eta: 6:41:15 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.2998 2022/12/05 04:59:59 - mmengine - INFO - Epoch(train) [82][2300/5005] lr: 2.3364e-02 eta: 6:41:03 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.2907 2022/12/05 05:00:12 - mmengine - INFO - Epoch(train) [82][2400/5005] lr: 2.3342e-02 eta: 6:40:50 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1690 2022/12/05 05:00:24 - mmengine - INFO - Epoch(train) [82][2500/5005] lr: 2.3320e-02 eta: 6:40:38 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.2688 2022/12/05 05:00:37 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:00:37 - mmengine - INFO - Epoch(train) [82][2600/5005] lr: 2.3298e-02 eta: 6:40:25 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.4067 2022/12/05 05:00:50 - mmengine - INFO - Epoch(train) [82][2700/5005] lr: 2.3276e-02 eta: 6:40:13 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3389 2022/12/05 05:01:03 - mmengine - INFO - Epoch(train) [82][2800/5005] lr: 2.3254e-02 eta: 6:40:01 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.4487 2022/12/05 05:01:15 - mmengine - INFO - Epoch(train) [82][2900/5005] lr: 2.3232e-02 eta: 6:39:48 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.4731 2022/12/05 05:01:28 - mmengine - INFO - Epoch(train) [82][3000/5005] lr: 2.3210e-02 eta: 6:39:36 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.2041 2022/12/05 05:01:41 - mmengine - INFO - Epoch(train) [82][3100/5005] lr: 2.3187e-02 eta: 6:39:23 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3269 2022/12/05 05:01:53 - mmengine - INFO - Epoch(train) [82][3200/5005] lr: 2.3165e-02 eta: 6:39:11 time: 0.1282 data_time: 0.0018 memory: 4034 loss: 1.5775 2022/12/05 05:02:06 - mmengine - INFO - Epoch(train) [82][3300/5005] lr: 2.3143e-02 eta: 6:38:59 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3649 2022/12/05 05:02:19 - mmengine - INFO - Epoch(train) [82][3400/5005] lr: 2.3121e-02 eta: 6:38:46 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.5598 2022/12/05 05:02:32 - mmengine - INFO - Epoch(train) [82][3500/5005] lr: 2.3099e-02 eta: 6:38:34 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3107 2022/12/05 05:02:44 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:02:44 - mmengine - INFO - Epoch(train) [82][3600/5005] lr: 2.3077e-02 eta: 6:38:21 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.4513 2022/12/05 05:02:57 - mmengine - INFO - Epoch(train) [82][3700/5005] lr: 2.3055e-02 eta: 6:38:09 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3855 2022/12/05 05:03:10 - mmengine - INFO - Epoch(train) [82][3800/5005] lr: 2.3033e-02 eta: 6:37:56 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.5505 2022/12/05 05:03:22 - mmengine - INFO - Epoch(train) [82][3900/5005] lr: 2.3011e-02 eta: 6:37:44 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.2922 2022/12/05 05:03:35 - mmengine - INFO - Epoch(train) [82][4000/5005] lr: 2.2989e-02 eta: 6:37:32 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 1.2765 2022/12/05 05:03:48 - mmengine - INFO - Epoch(train) [82][4100/5005] lr: 2.2967e-02 eta: 6:37:19 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2561 2022/12/05 05:04:01 - mmengine - INFO - Epoch(train) [82][4200/5005] lr: 2.2945e-02 eta: 6:37:07 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.3615 2022/12/05 05:04:13 - mmengine - INFO - Epoch(train) [82][4300/5005] lr: 2.2923e-02 eta: 6:36:54 time: 0.1262 data_time: 0.0017 memory: 4034 loss: 1.2311 2022/12/05 05:04:26 - mmengine - INFO - Epoch(train) [82][4400/5005] lr: 2.2901e-02 eta: 6:36:42 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2208 2022/12/05 05:04:39 - mmengine - INFO - Epoch(train) [82][4500/5005] lr: 2.2879e-02 eta: 6:36:30 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3090 2022/12/05 05:04:51 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:04:51 - mmengine - INFO - Epoch(train) [82][4600/5005] lr: 2.2857e-02 eta: 6:36:17 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3087 2022/12/05 05:05:04 - mmengine - INFO - Epoch(train) [82][4700/5005] lr: 2.2835e-02 eta: 6:36:05 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2325 2022/12/05 05:05:17 - mmengine - INFO - Epoch(train) [82][4800/5005] lr: 2.2813e-02 eta: 6:35:52 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1986 2022/12/05 05:05:30 - mmengine - INFO - Epoch(train) [82][4900/5005] lr: 2.2791e-02 eta: 6:35:40 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2620 2022/12/05 05:05:42 - mmengine - INFO - Epoch(train) [82][5000/5005] lr: 2.2769e-02 eta: 6:35:28 time: 0.1271 data_time: 0.0027 memory: 4034 loss: 1.5899 2022/12/05 05:05:43 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:05:43 - mmengine - INFO - Saving checkpoint at 82 epochs 2022/12/05 05:05:50 - mmengine - INFO - Epoch(val) [82][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0079 memory: 4034 2022/12/05 05:06:03 - mmengine - INFO - Epoch(val) [82][196/196] accuracy/top1: 72.0780 accuracy/top5: 90.9240 2022/12/05 05:06:16 - mmengine - INFO - Epoch(train) [83][ 100/5005] lr: 2.2746e-02 eta: 6:35:15 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1342 2022/12/05 05:06:29 - mmengine - INFO - Epoch(train) [83][ 200/5005] lr: 2.2724e-02 eta: 6:35:02 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1285 2022/12/05 05:06:41 - mmengine - INFO - Epoch(train) [83][ 300/5005] lr: 2.2702e-02 eta: 6:34:50 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3283 2022/12/05 05:06:54 - mmengine - INFO - Epoch(train) [83][ 400/5005] lr: 2.2681e-02 eta: 6:34:37 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.1666 2022/12/05 05:07:07 - mmengine - INFO - Epoch(train) [83][ 500/5005] lr: 2.2659e-02 eta: 6:34:25 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.2329 2022/12/05 05:07:18 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:07:19 - mmengine - INFO - Epoch(train) [83][ 600/5005] lr: 2.2637e-02 eta: 6:34:13 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1895 2022/12/05 05:07:32 - mmengine - INFO - Epoch(train) [83][ 700/5005] lr: 2.2615e-02 eta: 6:34:00 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1805 2022/12/05 05:07:45 - mmengine - INFO - Epoch(train) [83][ 800/5005] lr: 2.2593e-02 eta: 6:33:48 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.2726 2022/12/05 05:07:58 - mmengine - INFO - Epoch(train) [83][ 900/5005] lr: 2.2571e-02 eta: 6:33:35 time: 0.1260 data_time: 0.0019 memory: 4034 loss: 1.1489 2022/12/05 05:08:10 - mmengine - INFO - Epoch(train) [83][1000/5005] lr: 2.2549e-02 eta: 6:33:23 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.1589 2022/12/05 05:08:23 - mmengine - INFO - Epoch(train) [83][1100/5005] lr: 2.2527e-02 eta: 6:33:11 time: 0.1262 data_time: 0.0017 memory: 4034 loss: 1.1995 2022/12/05 05:08:36 - mmengine - INFO - Epoch(train) [83][1200/5005] lr: 2.2506e-02 eta: 6:32:58 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.4814 2022/12/05 05:08:48 - mmengine - INFO - Epoch(train) [83][1300/5005] lr: 2.2484e-02 eta: 6:32:46 time: 0.1265 data_time: 0.0017 memory: 4034 loss: 1.2566 2022/12/05 05:09:01 - mmengine - INFO - Epoch(train) [83][1400/5005] lr: 2.2462e-02 eta: 6:32:33 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2255 2022/12/05 05:09:14 - mmengine - INFO - Epoch(train) [83][1500/5005] lr: 2.2440e-02 eta: 6:32:21 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1522 2022/12/05 05:09:25 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:09:27 - mmengine - INFO - Epoch(train) [83][1600/5005] lr: 2.2418e-02 eta: 6:32:08 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.3194 2022/12/05 05:09:39 - mmengine - INFO - Epoch(train) [83][1700/5005] lr: 2.2396e-02 eta: 6:31:56 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3335 2022/12/05 05:09:52 - mmengine - INFO - Epoch(train) [83][1800/5005] lr: 2.2375e-02 eta: 6:31:44 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1809 2022/12/05 05:10:05 - mmengine - INFO - Epoch(train) [83][1900/5005] lr: 2.2353e-02 eta: 6:31:31 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.5215 2022/12/05 05:10:17 - mmengine - INFO - Epoch(train) [83][2000/5005] lr: 2.2331e-02 eta: 6:31:19 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2859 2022/12/05 05:10:30 - mmengine - INFO - Epoch(train) [83][2100/5005] lr: 2.2309e-02 eta: 6:31:06 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.2569 2022/12/05 05:10:43 - mmengine - INFO - Epoch(train) [83][2200/5005] lr: 2.2288e-02 eta: 6:30:54 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3402 2022/12/05 05:10:55 - mmengine - INFO - Epoch(train) [83][2300/5005] lr: 2.2266e-02 eta: 6:30:42 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.2605 2022/12/05 05:11:08 - mmengine - INFO - Epoch(train) [83][2400/5005] lr: 2.2244e-02 eta: 6:30:29 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.2488 2022/12/05 05:11:21 - mmengine - INFO - Epoch(train) [83][2500/5005] lr: 2.2222e-02 eta: 6:30:17 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.2893 2022/12/05 05:11:32 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:11:34 - mmengine - INFO - Epoch(train) [83][2600/5005] lr: 2.2201e-02 eta: 6:30:04 time: 0.1260 data_time: 0.0019 memory: 4034 loss: 1.1717 2022/12/05 05:11:46 - mmengine - INFO - Epoch(train) [83][2700/5005] lr: 2.2179e-02 eta: 6:29:52 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.2930 2022/12/05 05:11:59 - mmengine - INFO - Epoch(train) [83][2800/5005] lr: 2.2157e-02 eta: 6:29:39 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1533 2022/12/05 05:12:12 - mmengine - INFO - Epoch(train) [83][2900/5005] lr: 2.2135e-02 eta: 6:29:27 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.2341 2022/12/05 05:12:24 - mmengine - INFO - Epoch(train) [83][3000/5005] lr: 2.2114e-02 eta: 6:29:15 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3201 2022/12/05 05:12:37 - mmengine - INFO - Epoch(train) [83][3100/5005] lr: 2.2092e-02 eta: 6:29:02 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3358 2022/12/05 05:12:50 - mmengine - INFO - Epoch(train) [83][3200/5005] lr: 2.2070e-02 eta: 6:28:50 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.1034 2022/12/05 05:13:03 - mmengine - INFO - Epoch(train) [83][3300/5005] lr: 2.2049e-02 eta: 6:28:37 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2509 2022/12/05 05:13:15 - mmengine - INFO - Epoch(train) [83][3400/5005] lr: 2.2027e-02 eta: 6:28:25 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.3990 2022/12/05 05:13:28 - mmengine - INFO - Epoch(train) [83][3500/5005] lr: 2.2005e-02 eta: 6:28:13 time: 0.1262 data_time: 0.0017 memory: 4034 loss: 1.2399 2022/12/05 05:13:39 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:13:41 - mmengine - INFO - Epoch(train) [83][3600/5005] lr: 2.1984e-02 eta: 6:28:00 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3647 2022/12/05 05:13:53 - mmengine - INFO - Epoch(train) [83][3700/5005] lr: 2.1962e-02 eta: 6:27:48 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3872 2022/12/05 05:14:06 - mmengine - INFO - Epoch(train) [83][3800/5005] lr: 2.1940e-02 eta: 6:27:35 time: 0.1262 data_time: 0.0017 memory: 4034 loss: 1.1422 2022/12/05 05:14:19 - mmengine - INFO - Epoch(train) [83][3900/5005] lr: 2.1919e-02 eta: 6:27:23 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.1493 2022/12/05 05:14:32 - mmengine - INFO - Epoch(train) [83][4000/5005] lr: 2.1897e-02 eta: 6:27:10 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3438 2022/12/05 05:14:44 - mmengine - INFO - Epoch(train) [83][4100/5005] lr: 2.1875e-02 eta: 6:26:58 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3468 2022/12/05 05:14:57 - mmengine - INFO - Epoch(train) [83][4200/5005] lr: 2.1854e-02 eta: 6:26:46 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.3552 2022/12/05 05:15:10 - mmengine - INFO - Epoch(train) [83][4300/5005] lr: 2.1832e-02 eta: 6:26:33 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1717 2022/12/05 05:15:23 - mmengine - INFO - Epoch(train) [83][4400/5005] lr: 2.1810e-02 eta: 6:26:21 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.9648 2022/12/05 05:15:35 - mmengine - INFO - Epoch(train) [83][4500/5005] lr: 2.1789e-02 eta: 6:26:08 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1978 2022/12/05 05:15:47 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:15:48 - mmengine - INFO - Epoch(train) [83][4600/5005] lr: 2.1767e-02 eta: 6:25:56 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.4133 2022/12/05 05:16:01 - mmengine - INFO - Epoch(train) [83][4700/5005] lr: 2.1746e-02 eta: 6:25:44 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.3506 2022/12/05 05:16:13 - mmengine - INFO - Epoch(train) [83][4800/5005] lr: 2.1724e-02 eta: 6:25:31 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2991 2022/12/05 05:16:26 - mmengine - INFO - Epoch(train) [83][4900/5005] lr: 2.1703e-02 eta: 6:25:19 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2287 2022/12/05 05:16:39 - mmengine - INFO - Epoch(train) [83][5000/5005] lr: 2.1681e-02 eta: 6:25:06 time: 0.1270 data_time: 0.0027 memory: 4034 loss: 1.3423 2022/12/05 05:16:39 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:16:39 - mmengine - INFO - Saving checkpoint at 83 epochs 2022/12/05 05:16:46 - mmengine - INFO - Epoch(val) [83][100/196] eta: 0:00:03 time: 0.0384 data_time: 0.0113 memory: 4034 2022/12/05 05:16:59 - mmengine - INFO - Epoch(val) [83][196/196] accuracy/top1: 72.1520 accuracy/top5: 91.0140 2022/12/05 05:17:12 - mmengine - INFO - Epoch(train) [84][ 100/5005] lr: 2.1658e-02 eta: 6:24:53 time: 0.1267 data_time: 0.0018 memory: 4034 loss: 1.3542 2022/12/05 05:17:25 - mmengine - INFO - Epoch(train) [84][ 200/5005] lr: 2.1637e-02 eta: 6:24:41 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.0560 2022/12/05 05:17:38 - mmengine - INFO - Epoch(train) [84][ 300/5005] lr: 2.1615e-02 eta: 6:24:29 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.0897 2022/12/05 05:17:50 - mmengine - INFO - Epoch(train) [84][ 400/5005] lr: 2.1594e-02 eta: 6:24:16 time: 0.1264 data_time: 0.0017 memory: 4034 loss: 1.3008 2022/12/05 05:18:03 - mmengine - INFO - Epoch(train) [84][ 500/5005] lr: 2.1572e-02 eta: 6:24:04 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2773 2022/12/05 05:18:14 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:18:16 - mmengine - INFO - Epoch(train) [84][ 600/5005] lr: 2.1551e-02 eta: 6:23:51 time: 0.1262 data_time: 0.0017 memory: 4034 loss: 1.1768 2022/12/05 05:18:28 - mmengine - INFO - Epoch(train) [84][ 700/5005] lr: 2.1529e-02 eta: 6:23:39 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.0750 2022/12/05 05:18:41 - mmengine - INFO - Epoch(train) [84][ 800/5005] lr: 2.1508e-02 eta: 6:23:26 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3379 2022/12/05 05:18:54 - mmengine - INFO - Epoch(train) [84][ 900/5005] lr: 2.1486e-02 eta: 6:23:14 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.2793 2022/12/05 05:19:07 - mmengine - INFO - Epoch(train) [84][1000/5005] lr: 2.1465e-02 eta: 6:23:02 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.2500 2022/12/05 05:19:19 - mmengine - INFO - Epoch(train) [84][1100/5005] lr: 2.1443e-02 eta: 6:22:49 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.3593 2022/12/05 05:19:32 - mmengine - INFO - Epoch(train) [84][1200/5005] lr: 2.1422e-02 eta: 6:22:37 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.1390 2022/12/05 05:19:45 - mmengine - INFO - Epoch(train) [84][1300/5005] lr: 2.1400e-02 eta: 6:22:24 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.1964 2022/12/05 05:19:57 - mmengine - INFO - Epoch(train) [84][1400/5005] lr: 2.1379e-02 eta: 6:22:12 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.3476 2022/12/05 05:20:10 - mmengine - INFO - Epoch(train) [84][1500/5005] lr: 2.1357e-02 eta: 6:22:00 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1457 2022/12/05 05:20:21 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:20:23 - mmengine - INFO - Epoch(train) [84][1600/5005] lr: 2.1336e-02 eta: 6:21:47 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2993 2022/12/05 05:20:36 - mmengine - INFO - Epoch(train) [84][1700/5005] lr: 2.1315e-02 eta: 6:21:35 time: 0.1260 data_time: 0.0020 memory: 4034 loss: 1.1215 2022/12/05 05:20:48 - mmengine - INFO - Epoch(train) [84][1800/5005] lr: 2.1293e-02 eta: 6:21:22 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.1730 2022/12/05 05:21:01 - mmengine - INFO - Epoch(train) [84][1900/5005] lr: 2.1272e-02 eta: 6:21:10 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0998 2022/12/05 05:21:14 - mmengine - INFO - Epoch(train) [84][2000/5005] lr: 2.1250e-02 eta: 6:20:57 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2844 2022/12/05 05:21:26 - mmengine - INFO - Epoch(train) [84][2100/5005] lr: 2.1229e-02 eta: 6:20:45 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.4460 2022/12/05 05:21:39 - mmengine - INFO - Epoch(train) [84][2200/5005] lr: 2.1208e-02 eta: 6:20:33 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0678 2022/12/05 05:21:52 - mmengine - INFO - Epoch(train) [84][2300/5005] lr: 2.1186e-02 eta: 6:20:20 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2980 2022/12/05 05:22:05 - mmengine - INFO - Epoch(train) [84][2400/5005] lr: 2.1165e-02 eta: 6:20:08 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.4524 2022/12/05 05:22:17 - mmengine - INFO - Epoch(train) [84][2500/5005] lr: 2.1143e-02 eta: 6:19:55 time: 0.1264 data_time: 0.0017 memory: 4034 loss: 1.1999 2022/12/05 05:22:28 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:22:30 - mmengine - INFO - Epoch(train) [84][2600/5005] lr: 2.1122e-02 eta: 6:19:43 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2507 2022/12/05 05:22:43 - mmengine - INFO - Epoch(train) [84][2700/5005] lr: 2.1101e-02 eta: 6:19:31 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2450 2022/12/05 05:22:55 - mmengine - INFO - Epoch(train) [84][2800/5005] lr: 2.1079e-02 eta: 6:19:18 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2865 2022/12/05 05:23:08 - mmengine - INFO - Epoch(train) [84][2900/5005] lr: 2.1058e-02 eta: 6:19:06 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 1.3007 2022/12/05 05:23:21 - mmengine - INFO - Epoch(train) [84][3000/5005] lr: 2.1037e-02 eta: 6:18:53 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.2544 2022/12/05 05:23:34 - mmengine - INFO - Epoch(train) [84][3100/5005] lr: 2.1015e-02 eta: 6:18:41 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.3440 2022/12/05 05:23:46 - mmengine - INFO - Epoch(train) [84][3200/5005] lr: 2.0994e-02 eta: 6:18:28 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2275 2022/12/05 05:23:59 - mmengine - INFO - Epoch(train) [84][3300/5005] lr: 2.0973e-02 eta: 6:18:16 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.3512 2022/12/05 05:24:12 - mmengine - INFO - Epoch(train) [84][3400/5005] lr: 2.0952e-02 eta: 6:18:04 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3690 2022/12/05 05:24:25 - mmengine - INFO - Epoch(train) [84][3500/5005] lr: 2.0930e-02 eta: 6:17:51 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2932 2022/12/05 05:24:36 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:24:37 - mmengine - INFO - Epoch(train) [84][3600/5005] lr: 2.0909e-02 eta: 6:17:39 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1452 2022/12/05 05:24:50 - mmengine - INFO - Epoch(train) [84][3700/5005] lr: 2.0888e-02 eta: 6:17:26 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2289 2022/12/05 05:25:03 - mmengine - INFO - Epoch(train) [84][3800/5005] lr: 2.0866e-02 eta: 6:17:14 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.3649 2022/12/05 05:25:16 - mmengine - INFO - Epoch(train) [84][3900/5005] lr: 2.0845e-02 eta: 6:17:02 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2946 2022/12/05 05:25:28 - mmengine - INFO - Epoch(train) [84][4000/5005] lr: 2.0824e-02 eta: 6:16:49 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3120 2022/12/05 05:25:41 - mmengine - INFO - Epoch(train) [84][4100/5005] lr: 2.0803e-02 eta: 6:16:37 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3315 2022/12/05 05:25:54 - mmengine - INFO - Epoch(train) [84][4200/5005] lr: 2.0782e-02 eta: 6:16:24 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2785 2022/12/05 05:26:07 - mmengine - INFO - Epoch(train) [84][4300/5005] lr: 2.0760e-02 eta: 6:16:12 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2659 2022/12/05 05:26:19 - mmengine - INFO - Epoch(train) [84][4400/5005] lr: 2.0739e-02 eta: 6:16:00 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.3721 2022/12/05 05:26:32 - mmengine - INFO - Epoch(train) [84][4500/5005] lr: 2.0718e-02 eta: 6:15:47 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.3026 2022/12/05 05:26:43 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:26:45 - mmengine - INFO - Epoch(train) [84][4600/5005] lr: 2.0697e-02 eta: 6:15:35 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2429 2022/12/05 05:26:57 - mmengine - INFO - Epoch(train) [84][4700/5005] lr: 2.0676e-02 eta: 6:15:22 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.3785 2022/12/05 05:27:10 - mmengine - INFO - Epoch(train) [84][4800/5005] lr: 2.0654e-02 eta: 6:15:10 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.5036 2022/12/05 05:27:23 - mmengine - INFO - Epoch(train) [84][4900/5005] lr: 2.0633e-02 eta: 6:14:57 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.4590 2022/12/05 05:27:36 - mmengine - INFO - Epoch(train) [84][5000/5005] lr: 2.0612e-02 eta: 6:14:45 time: 0.1275 data_time: 0.0026 memory: 4034 loss: 1.2705 2022/12/05 05:27:36 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:27:36 - mmengine - INFO - Saving checkpoint at 84 epochs 2022/12/05 05:27:43 - mmengine - INFO - Epoch(val) [84][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0079 memory: 4034 2022/12/05 05:27:56 - mmengine - INFO - Epoch(val) [84][196/196] accuracy/top1: 73.0160 accuracy/top5: 91.4860 2022/12/05 05:28:09 - mmengine - INFO - Epoch(train) [85][ 100/5005] lr: 2.0590e-02 eta: 6:14:32 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 0.9592 2022/12/05 05:28:22 - mmengine - INFO - Epoch(train) [85][ 200/5005] lr: 2.0569e-02 eta: 6:14:20 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2163 2022/12/05 05:28:34 - mmengine - INFO - Epoch(train) [85][ 300/5005] lr: 2.0548e-02 eta: 6:14:07 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 1.2132 2022/12/05 05:28:47 - mmengine - INFO - Epoch(train) [85][ 400/5005] lr: 2.0526e-02 eta: 6:13:55 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.1047 2022/12/05 05:29:00 - mmengine - INFO - Epoch(train) [85][ 500/5005] lr: 2.0505e-02 eta: 6:13:42 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2968 2022/12/05 05:29:10 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:29:12 - mmengine - INFO - Epoch(train) [85][ 600/5005] lr: 2.0484e-02 eta: 6:13:30 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.0503 2022/12/05 05:29:25 - mmengine - INFO - Epoch(train) [85][ 700/5005] lr: 2.0463e-02 eta: 6:13:18 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2673 2022/12/05 05:29:38 - mmengine - INFO - Epoch(train) [85][ 800/5005] lr: 2.0442e-02 eta: 6:13:05 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0992 2022/12/05 05:29:51 - mmengine - INFO - Epoch(train) [85][ 900/5005] lr: 2.0421e-02 eta: 6:12:53 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1854 2022/12/05 05:30:03 - mmengine - INFO - Epoch(train) [85][1000/5005] lr: 2.0400e-02 eta: 6:12:40 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.1872 2022/12/05 05:30:16 - mmengine - INFO - Epoch(train) [85][1100/5005] lr: 2.0379e-02 eta: 6:12:28 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2812 2022/12/05 05:30:29 - mmengine - INFO - Epoch(train) [85][1200/5005] lr: 2.0358e-02 eta: 6:12:15 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3176 2022/12/05 05:30:42 - mmengine - INFO - Epoch(train) [85][1300/5005] lr: 2.0337e-02 eta: 6:12:03 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2574 2022/12/05 05:30:54 - mmengine - INFO - Epoch(train) [85][1400/5005] lr: 2.0316e-02 eta: 6:11:51 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.5220 2022/12/05 05:31:07 - mmengine - INFO - Epoch(train) [85][1500/5005] lr: 2.0294e-02 eta: 6:11:38 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1742 2022/12/05 05:31:17 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:31:20 - mmengine - INFO - Epoch(train) [85][1600/5005] lr: 2.0273e-02 eta: 6:11:26 time: 0.1260 data_time: 0.0019 memory: 4034 loss: 1.0423 2022/12/05 05:31:32 - mmengine - INFO - Epoch(train) [85][1700/5005] lr: 2.0252e-02 eta: 6:11:13 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.1767 2022/12/05 05:31:45 - mmengine - INFO - Epoch(train) [85][1800/5005] lr: 2.0231e-02 eta: 6:11:01 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2269 2022/12/05 05:31:58 - mmengine - INFO - Epoch(train) [85][1900/5005] lr: 2.0210e-02 eta: 6:10:48 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1633 2022/12/05 05:32:11 - mmengine - INFO - Epoch(train) [85][2000/5005] lr: 2.0189e-02 eta: 6:10:36 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2955 2022/12/05 05:32:23 - mmengine - INFO - Epoch(train) [85][2100/5005] lr: 2.0168e-02 eta: 6:10:24 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.1936 2022/12/05 05:32:36 - mmengine - INFO - Epoch(train) [85][2200/5005] lr: 2.0147e-02 eta: 6:10:11 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 1.1058 2022/12/05 05:32:49 - mmengine - INFO - Epoch(train) [85][2300/5005] lr: 2.0126e-02 eta: 6:09:59 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2470 2022/12/05 05:33:01 - mmengine - INFO - Epoch(train) [85][2400/5005] lr: 2.0105e-02 eta: 6:09:46 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2525 2022/12/05 05:33:14 - mmengine - INFO - Epoch(train) [85][2500/5005] lr: 2.0085e-02 eta: 6:09:34 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.2580 2022/12/05 05:33:24 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:33:27 - mmengine - INFO - Epoch(train) [85][2600/5005] lr: 2.0064e-02 eta: 6:09:22 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.0289 2022/12/05 05:33:40 - mmengine - INFO - Epoch(train) [85][2700/5005] lr: 2.0043e-02 eta: 6:09:09 time: 0.1262 data_time: 0.0017 memory: 4034 loss: 1.2440 2022/12/05 05:33:52 - mmengine - INFO - Epoch(train) [85][2800/5005] lr: 2.0022e-02 eta: 6:08:57 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.2793 2022/12/05 05:34:05 - mmengine - INFO - Epoch(train) [85][2900/5005] lr: 2.0001e-02 eta: 6:08:44 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1028 2022/12/05 05:34:18 - mmengine - INFO - Epoch(train) [85][3000/5005] lr: 1.9980e-02 eta: 6:08:32 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.2421 2022/12/05 05:34:31 - mmengine - INFO - Epoch(train) [85][3100/5005] lr: 1.9959e-02 eta: 6:08:19 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1818 2022/12/05 05:34:43 - mmengine - INFO - Epoch(train) [85][3200/5005] lr: 1.9938e-02 eta: 6:08:07 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3156 2022/12/05 05:34:56 - mmengine - INFO - Epoch(train) [85][3300/5005] lr: 1.9917e-02 eta: 6:07:55 time: 0.1267 data_time: 0.0018 memory: 4034 loss: 1.0448 2022/12/05 05:35:09 - mmengine - INFO - Epoch(train) [85][3400/5005] lr: 1.9896e-02 eta: 6:07:42 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1967 2022/12/05 05:35:21 - mmengine - INFO - Epoch(train) [85][3500/5005] lr: 1.9875e-02 eta: 6:07:30 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 1.4079 2022/12/05 05:35:32 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:35:34 - mmengine - INFO - Epoch(train) [85][3600/5005] lr: 1.9854e-02 eta: 6:07:17 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1408 2022/12/05 05:35:47 - mmengine - INFO - Epoch(train) [85][3700/5005] lr: 1.9834e-02 eta: 6:07:05 time: 0.1264 data_time: 0.0017 memory: 4034 loss: 1.3192 2022/12/05 05:36:00 - mmengine - INFO - Epoch(train) [85][3800/5005] lr: 1.9813e-02 eta: 6:06:52 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 1.3037 2022/12/05 05:36:12 - mmengine - INFO - Epoch(train) [85][3900/5005] lr: 1.9792e-02 eta: 6:06:40 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0808 2022/12/05 05:36:25 - mmengine - INFO - Epoch(train) [85][4000/5005] lr: 1.9771e-02 eta: 6:06:28 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.3759 2022/12/05 05:36:38 - mmengine - INFO - Epoch(train) [85][4100/5005] lr: 1.9750e-02 eta: 6:06:15 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3658 2022/12/05 05:36:51 - mmengine - INFO - Epoch(train) [85][4200/5005] lr: 1.9729e-02 eta: 6:06:03 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3183 2022/12/05 05:37:03 - mmengine - INFO - Epoch(train) [85][4300/5005] lr: 1.9709e-02 eta: 6:05:50 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.2120 2022/12/05 05:37:16 - mmengine - INFO - Epoch(train) [85][4400/5005] lr: 1.9688e-02 eta: 6:05:38 time: 0.1287 data_time: 0.0018 memory: 4034 loss: 1.0923 2022/12/05 05:37:29 - mmengine - INFO - Epoch(train) [85][4500/5005] lr: 1.9667e-02 eta: 6:05:26 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2629 2022/12/05 05:37:39 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:37:41 - mmengine - INFO - Epoch(train) [85][4600/5005] lr: 1.9646e-02 eta: 6:05:13 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.2651 2022/12/05 05:37:54 - mmengine - INFO - Epoch(train) [85][4700/5005] lr: 1.9625e-02 eta: 6:05:01 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.4122 2022/12/05 05:38:07 - mmengine - INFO - Epoch(train) [85][4800/5005] lr: 1.9605e-02 eta: 6:04:48 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1045 2022/12/05 05:38:20 - mmengine - INFO - Epoch(train) [85][4900/5005] lr: 1.9584e-02 eta: 6:04:36 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2682 2022/12/05 05:38:32 - mmengine - INFO - Epoch(train) [85][5000/5005] lr: 1.9563e-02 eta: 6:04:23 time: 0.1272 data_time: 0.0026 memory: 4034 loss: 1.2761 2022/12/05 05:38:33 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:38:33 - mmengine - INFO - Saving checkpoint at 85 epochs 2022/12/05 05:38:40 - mmengine - INFO - Epoch(val) [85][100/196] eta: 0:00:03 time: 0.0359 data_time: 0.0086 memory: 4034 2022/12/05 05:38:53 - mmengine - INFO - Epoch(val) [85][196/196] accuracy/top1: 72.6700 accuracy/top5: 91.3180 2022/12/05 05:39:06 - mmengine - INFO - Epoch(train) [86][ 100/5005] lr: 1.9541e-02 eta: 6:04:10 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.1942 2022/12/05 05:39:18 - mmengine - INFO - Epoch(train) [86][ 200/5005] lr: 1.9521e-02 eta: 6:03:58 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3544 2022/12/05 05:39:31 - mmengine - INFO - Epoch(train) [86][ 300/5005] lr: 1.9500e-02 eta: 6:03:46 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0694 2022/12/05 05:39:44 - mmengine - INFO - Epoch(train) [86][ 400/5005] lr: 1.9479e-02 eta: 6:03:33 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2818 2022/12/05 05:39:57 - mmengine - INFO - Epoch(train) [86][ 500/5005] lr: 1.9458e-02 eta: 6:03:21 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1098 2022/12/05 05:40:06 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:40:09 - mmengine - INFO - Epoch(train) [86][ 600/5005] lr: 1.9438e-02 eta: 6:03:08 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1001 2022/12/05 05:40:22 - mmengine - INFO - Epoch(train) [86][ 700/5005] lr: 1.9417e-02 eta: 6:02:56 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 1.1574 2022/12/05 05:40:35 - mmengine - INFO - Epoch(train) [86][ 800/5005] lr: 1.9396e-02 eta: 6:02:44 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.2129 2022/12/05 05:40:48 - mmengine - INFO - Epoch(train) [86][ 900/5005] lr: 1.9376e-02 eta: 6:02:31 time: 0.1262 data_time: 0.0017 memory: 4034 loss: 1.1792 2022/12/05 05:41:00 - mmengine - INFO - Epoch(train) [86][1000/5005] lr: 1.9355e-02 eta: 6:02:19 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0999 2022/12/05 05:41:13 - mmengine - INFO - Epoch(train) [86][1100/5005] lr: 1.9334e-02 eta: 6:02:06 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2644 2022/12/05 05:41:26 - mmengine - INFO - Epoch(train) [86][1200/5005] lr: 1.9314e-02 eta: 6:01:54 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.1062 2022/12/05 05:41:38 - mmengine - INFO - Epoch(train) [86][1300/5005] lr: 1.9293e-02 eta: 6:01:41 time: 0.1267 data_time: 0.0018 memory: 4034 loss: 1.1878 2022/12/05 05:41:51 - mmengine - INFO - Epoch(train) [86][1400/5005] lr: 1.9272e-02 eta: 6:01:29 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2051 2022/12/05 05:42:04 - mmengine - INFO - Epoch(train) [86][1500/5005] lr: 1.9252e-02 eta: 6:01:17 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2893 2022/12/05 05:42:13 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:42:17 - mmengine - INFO - Epoch(train) [86][1600/5005] lr: 1.9231e-02 eta: 6:01:04 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1352 2022/12/05 05:42:29 - mmengine - INFO - Epoch(train) [86][1700/5005] lr: 1.9211e-02 eta: 6:00:52 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.2675 2022/12/05 05:42:42 - mmengine - INFO - Epoch(train) [86][1800/5005] lr: 1.9190e-02 eta: 6:00:39 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 1.1922 2022/12/05 05:42:55 - mmengine - INFO - Epoch(train) [86][1900/5005] lr: 1.9169e-02 eta: 6:00:27 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.4162 2022/12/05 05:43:08 - mmengine - INFO - Epoch(train) [86][2000/5005] lr: 1.9149e-02 eta: 6:00:14 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2267 2022/12/05 05:43:20 - mmengine - INFO - Epoch(train) [86][2100/5005] lr: 1.9128e-02 eta: 6:00:02 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1420 2022/12/05 05:43:33 - mmengine - INFO - Epoch(train) [86][2200/5005] lr: 1.9108e-02 eta: 5:59:50 time: 0.1267 data_time: 0.0018 memory: 4034 loss: 1.1122 2022/12/05 05:43:46 - mmengine - INFO - Epoch(train) [86][2300/5005] lr: 1.9087e-02 eta: 5:59:37 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.2237 2022/12/05 05:43:59 - mmengine - INFO - Epoch(train) [86][2400/5005] lr: 1.9067e-02 eta: 5:59:25 time: 0.1264 data_time: 0.0021 memory: 4034 loss: 1.3289 2022/12/05 05:44:11 - mmengine - INFO - Epoch(train) [86][2500/5005] lr: 1.9046e-02 eta: 5:59:12 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1361 2022/12/05 05:44:21 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:44:24 - mmengine - INFO - Epoch(train) [86][2600/5005] lr: 1.9025e-02 eta: 5:59:00 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3108 2022/12/05 05:44:37 - mmengine - INFO - Epoch(train) [86][2700/5005] lr: 1.9005e-02 eta: 5:58:47 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 1.1477 2022/12/05 05:44:49 - mmengine - INFO - Epoch(train) [86][2800/5005] lr: 1.8984e-02 eta: 5:58:35 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3542 2022/12/05 05:45:02 - mmengine - INFO - Epoch(train) [86][2900/5005] lr: 1.8964e-02 eta: 5:58:23 time: 0.1271 data_time: 0.0021 memory: 4034 loss: 1.2442 2022/12/05 05:45:15 - mmengine - INFO - Epoch(train) [86][3000/5005] lr: 1.8943e-02 eta: 5:58:10 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.1286 2022/12/05 05:45:28 - mmengine - INFO - Epoch(train) [86][3100/5005] lr: 1.8923e-02 eta: 5:57:58 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.4116 2022/12/05 05:45:40 - mmengine - INFO - Epoch(train) [86][3200/5005] lr: 1.8902e-02 eta: 5:57:45 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0366 2022/12/05 05:45:53 - mmengine - INFO - Epoch(train) [86][3300/5005] lr: 1.8882e-02 eta: 5:57:33 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3484 2022/12/05 05:46:06 - mmengine - INFO - Epoch(train) [86][3400/5005] lr: 1.8862e-02 eta: 5:57:20 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1831 2022/12/05 05:46:19 - mmengine - INFO - Epoch(train) [86][3500/5005] lr: 1.8841e-02 eta: 5:57:08 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2432 2022/12/05 05:46:28 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:46:31 - mmengine - INFO - Epoch(train) [86][3600/5005] lr: 1.8821e-02 eta: 5:56:56 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.4048 2022/12/05 05:46:44 - mmengine - INFO - Epoch(train) [86][3700/5005] lr: 1.8800e-02 eta: 5:56:43 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.1527 2022/12/05 05:46:57 - mmengine - INFO - Epoch(train) [86][3800/5005] lr: 1.8780e-02 eta: 5:56:31 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2646 2022/12/05 05:47:09 - mmengine - INFO - Epoch(train) [86][3900/5005] lr: 1.8759e-02 eta: 5:56:18 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 1.3325 2022/12/05 05:47:22 - mmengine - INFO - Epoch(train) [86][4000/5005] lr: 1.8739e-02 eta: 5:56:06 time: 0.1269 data_time: 0.0018 memory: 4034 loss: 1.4221 2022/12/05 05:47:35 - mmengine - INFO - Epoch(train) [86][4100/5005] lr: 1.8718e-02 eta: 5:55:54 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 1.2132 2022/12/05 05:47:48 - mmengine - INFO - Epoch(train) [86][4200/5005] lr: 1.8698e-02 eta: 5:55:41 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2100 2022/12/05 05:48:00 - mmengine - INFO - Epoch(train) [86][4300/5005] lr: 1.8678e-02 eta: 5:55:29 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 1.2762 2022/12/05 05:48:13 - mmengine - INFO - Epoch(train) [86][4400/5005] lr: 1.8657e-02 eta: 5:55:16 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.0613 2022/12/05 05:48:26 - mmengine - INFO - Epoch(train) [86][4500/5005] lr: 1.8637e-02 eta: 5:55:04 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.3109 2022/12/05 05:48:36 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:48:39 - mmengine - INFO - Epoch(train) [86][4600/5005] lr: 1.8617e-02 eta: 5:54:51 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3737 2022/12/05 05:48:51 - mmengine - INFO - Epoch(train) [86][4700/5005] lr: 1.8596e-02 eta: 5:54:39 time: 0.1260 data_time: 0.0019 memory: 4034 loss: 1.1105 2022/12/05 05:49:04 - mmengine - INFO - Epoch(train) [86][4800/5005] lr: 1.8576e-02 eta: 5:54:27 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0052 2022/12/05 05:49:17 - mmengine - INFO - Epoch(train) [86][4900/5005] lr: 1.8556e-02 eta: 5:54:14 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2433 2022/12/05 05:49:30 - mmengine - INFO - Epoch(train) [86][5000/5005] lr: 1.8535e-02 eta: 5:54:02 time: 0.1273 data_time: 0.0027 memory: 4034 loss: 1.2295 2022/12/05 05:49:30 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:49:30 - mmengine - INFO - Saving checkpoint at 86 epochs 2022/12/05 05:49:37 - mmengine - INFO - Epoch(val) [86][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0081 memory: 4034 2022/12/05 05:49:50 - mmengine - INFO - Epoch(val) [86][196/196] accuracy/top1: 73.0740 accuracy/top5: 91.5180 2022/12/05 05:50:03 - mmengine - INFO - Epoch(train) [87][ 100/5005] lr: 1.8514e-02 eta: 5:53:49 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1031 2022/12/05 05:50:16 - mmengine - INFO - Epoch(train) [87][ 200/5005] lr: 1.8494e-02 eta: 5:53:36 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 1.1733 2022/12/05 05:50:28 - mmengine - INFO - Epoch(train) [87][ 300/5005] lr: 1.8473e-02 eta: 5:53:24 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0882 2022/12/05 05:50:41 - mmengine - INFO - Epoch(train) [87][ 400/5005] lr: 1.8453e-02 eta: 5:53:11 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1084 2022/12/05 05:50:54 - mmengine - INFO - Epoch(train) [87][ 500/5005] lr: 1.8433e-02 eta: 5:52:59 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.1774 2022/12/05 05:51:03 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:51:06 - mmengine - INFO - Epoch(train) [87][ 600/5005] lr: 1.8412e-02 eta: 5:52:47 time: 0.1260 data_time: 0.0019 memory: 4034 loss: 1.1144 2022/12/05 05:51:19 - mmengine - INFO - Epoch(train) [87][ 700/5005] lr: 1.8392e-02 eta: 5:52:34 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2297 2022/12/05 05:51:32 - mmengine - INFO - Epoch(train) [87][ 800/5005] lr: 1.8372e-02 eta: 5:52:22 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.0630 2022/12/05 05:51:45 - mmengine - INFO - Epoch(train) [87][ 900/5005] lr: 1.8352e-02 eta: 5:52:09 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.9610 2022/12/05 05:51:57 - mmengine - INFO - Epoch(train) [87][1000/5005] lr: 1.8331e-02 eta: 5:51:57 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.1145 2022/12/05 05:52:10 - mmengine - INFO - Epoch(train) [87][1100/5005] lr: 1.8311e-02 eta: 5:51:44 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3556 2022/12/05 05:52:23 - mmengine - INFO - Epoch(train) [87][1200/5005] lr: 1.8291e-02 eta: 5:51:32 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0983 2022/12/05 05:52:36 - mmengine - INFO - Epoch(train) [87][1300/5005] lr: 1.8271e-02 eta: 5:51:20 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.1222 2022/12/05 05:52:48 - mmengine - INFO - Epoch(train) [87][1400/5005] lr: 1.8250e-02 eta: 5:51:07 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1676 2022/12/05 05:53:01 - mmengine - INFO - Epoch(train) [87][1500/5005] lr: 1.8230e-02 eta: 5:50:55 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.1905 2022/12/05 05:53:10 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:53:14 - mmengine - INFO - Epoch(train) [87][1600/5005] lr: 1.8210e-02 eta: 5:50:42 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1886 2022/12/05 05:53:26 - mmengine - INFO - Epoch(train) [87][1700/5005] lr: 1.8190e-02 eta: 5:50:30 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1334 2022/12/05 05:53:39 - mmengine - INFO - Epoch(train) [87][1800/5005] lr: 1.8170e-02 eta: 5:50:17 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 1.1560 2022/12/05 05:53:52 - mmengine - INFO - Epoch(train) [87][1900/5005] lr: 1.8150e-02 eta: 5:50:05 time: 0.1260 data_time: 0.0019 memory: 4034 loss: 1.3100 2022/12/05 05:54:05 - mmengine - INFO - Epoch(train) [87][2000/5005] lr: 1.8129e-02 eta: 5:49:53 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.3765 2022/12/05 05:54:17 - mmengine - INFO - Epoch(train) [87][2100/5005] lr: 1.8109e-02 eta: 5:49:40 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2604 2022/12/05 05:54:30 - mmengine - INFO - Epoch(train) [87][2200/5005] lr: 1.8089e-02 eta: 5:49:28 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1151 2022/12/05 05:54:43 - mmengine - INFO - Epoch(train) [87][2300/5005] lr: 1.8069e-02 eta: 5:49:15 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2794 2022/12/05 05:54:56 - mmengine - INFO - Epoch(train) [87][2400/5005] lr: 1.8049e-02 eta: 5:49:03 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0884 2022/12/05 05:55:08 - mmengine - INFO - Epoch(train) [87][2500/5005] lr: 1.8029e-02 eta: 5:48:50 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 1.2054 2022/12/05 05:55:17 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:55:21 - mmengine - INFO - Epoch(train) [87][2600/5005] lr: 1.8009e-02 eta: 5:48:38 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3661 2022/12/05 05:55:34 - mmengine - INFO - Epoch(train) [87][2700/5005] lr: 1.7989e-02 eta: 5:48:26 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2382 2022/12/05 05:55:46 - mmengine - INFO - Epoch(train) [87][2800/5005] lr: 1.7968e-02 eta: 5:48:13 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3104 2022/12/05 05:55:59 - mmengine - INFO - Epoch(train) [87][2900/5005] lr: 1.7948e-02 eta: 5:48:01 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1565 2022/12/05 05:56:12 - mmengine - INFO - Epoch(train) [87][3000/5005] lr: 1.7928e-02 eta: 5:47:48 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1960 2022/12/05 05:56:25 - mmengine - INFO - Epoch(train) [87][3100/5005] lr: 1.7908e-02 eta: 5:47:36 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 1.2755 2022/12/05 05:56:37 - mmengine - INFO - Epoch(train) [87][3200/5005] lr: 1.7888e-02 eta: 5:47:23 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1699 2022/12/05 05:56:50 - mmengine - INFO - Epoch(train) [87][3300/5005] lr: 1.7868e-02 eta: 5:47:11 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1399 2022/12/05 05:57:03 - mmengine - INFO - Epoch(train) [87][3400/5005] lr: 1.7848e-02 eta: 5:46:59 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 1.2310 2022/12/05 05:57:16 - mmengine - INFO - Epoch(train) [87][3500/5005] lr: 1.7828e-02 eta: 5:46:46 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.3266 2022/12/05 05:57:25 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:57:28 - mmengine - INFO - Epoch(train) [87][3600/5005] lr: 1.7808e-02 eta: 5:46:34 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2194 2022/12/05 05:57:41 - mmengine - INFO - Epoch(train) [87][3700/5005] lr: 1.7788e-02 eta: 5:46:21 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.3057 2022/12/05 05:57:54 - mmengine - INFO - Epoch(train) [87][3800/5005] lr: 1.7768e-02 eta: 5:46:09 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 1.2459 2022/12/05 05:58:07 - mmengine - INFO - Epoch(train) [87][3900/5005] lr: 1.7748e-02 eta: 5:45:56 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 1.1500 2022/12/05 05:58:19 - mmengine - INFO - Epoch(train) [87][4000/5005] lr: 1.7728e-02 eta: 5:45:44 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.4283 2022/12/05 05:58:32 - mmengine - INFO - Epoch(train) [87][4100/5005] lr: 1.7708e-02 eta: 5:45:32 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 1.2431 2022/12/05 05:58:45 - mmengine - INFO - Epoch(train) [87][4200/5005] lr: 1.7688e-02 eta: 5:45:19 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.2388 2022/12/05 05:58:58 - mmengine - INFO - Epoch(train) [87][4300/5005] lr: 1.7668e-02 eta: 5:45:07 time: 0.1261 data_time: 0.0020 memory: 4034 loss: 1.2205 2022/12/05 05:59:10 - mmengine - INFO - Epoch(train) [87][4400/5005] lr: 1.7648e-02 eta: 5:44:54 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3447 2022/12/05 05:59:23 - mmengine - INFO - Epoch(train) [87][4500/5005] lr: 1.7628e-02 eta: 5:44:42 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1321 2022/12/05 05:59:32 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 05:59:36 - mmengine - INFO - Epoch(train) [87][4600/5005] lr: 1.7608e-02 eta: 5:44:29 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.2024 2022/12/05 05:59:48 - mmengine - INFO - Epoch(train) [87][4700/5005] lr: 1.7588e-02 eta: 5:44:17 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 1.2185 2022/12/05 06:00:01 - mmengine - INFO - Epoch(train) [87][4800/5005] lr: 1.7569e-02 eta: 5:44:05 time: 0.1263 data_time: 0.0020 memory: 4034 loss: 1.1730 2022/12/05 06:00:14 - mmengine - INFO - Epoch(train) [87][4900/5005] lr: 1.7549e-02 eta: 5:43:52 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2910 2022/12/05 06:00:27 - mmengine - INFO - Epoch(train) [87][5000/5005] lr: 1.7529e-02 eta: 5:43:40 time: 0.1272 data_time: 0.0027 memory: 4034 loss: 1.1714 2022/12/05 06:00:27 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:00:27 - mmengine - INFO - Saving checkpoint at 87 epochs 2022/12/05 06:00:34 - mmengine - INFO - Epoch(val) [87][100/196] eta: 0:00:03 time: 0.0383 data_time: 0.0112 memory: 4034 2022/12/05 06:00:47 - mmengine - INFO - Epoch(val) [87][196/196] accuracy/top1: 73.0320 accuracy/top5: 91.5280 2022/12/05 06:01:00 - mmengine - INFO - Epoch(train) [88][ 100/5005] lr: 1.7508e-02 eta: 5:43:27 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0569 2022/12/05 06:01:13 - mmengine - INFO - Epoch(train) [88][ 200/5005] lr: 1.7488e-02 eta: 5:43:14 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.0643 2022/12/05 06:01:26 - mmengine - INFO - Epoch(train) [88][ 300/5005] lr: 1.7468e-02 eta: 5:43:02 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.1617 2022/12/05 06:01:38 - mmengine - INFO - Epoch(train) [88][ 400/5005] lr: 1.7448e-02 eta: 5:42:49 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2474 2022/12/05 06:01:51 - mmengine - INFO - Epoch(train) [88][ 500/5005] lr: 1.7428e-02 eta: 5:42:37 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 1.2480 2022/12/05 06:01:59 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:02:04 - mmengine - INFO - Epoch(train) [88][ 600/5005] lr: 1.7409e-02 eta: 5:42:25 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1923 2022/12/05 06:02:17 - mmengine - INFO - Epoch(train) [88][ 700/5005] lr: 1.7389e-02 eta: 5:42:12 time: 0.1263 data_time: 0.0020 memory: 4034 loss: 1.0535 2022/12/05 06:02:29 - mmengine - INFO - Epoch(train) [88][ 800/5005] lr: 1.7369e-02 eta: 5:42:00 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 1.2825 2022/12/05 06:02:42 - mmengine - INFO - Epoch(train) [88][ 900/5005] lr: 1.7349e-02 eta: 5:41:47 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0571 2022/12/05 06:02:55 - mmengine - INFO - Epoch(train) [88][1000/5005] lr: 1.7329e-02 eta: 5:41:35 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 1.2473 2022/12/05 06:03:07 - mmengine - INFO - Epoch(train) [88][1100/5005] lr: 1.7310e-02 eta: 5:41:22 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0774 2022/12/05 06:03:20 - mmengine - INFO - Epoch(train) [88][1200/5005] lr: 1.7290e-02 eta: 5:41:10 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 1.1182 2022/12/05 06:03:33 - mmengine - INFO - Epoch(train) [88][1300/5005] lr: 1.7270e-02 eta: 5:40:58 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2291 2022/12/05 06:03:46 - mmengine - INFO - Epoch(train) [88][1400/5005] lr: 1.7250e-02 eta: 5:40:45 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 1.0521 2022/12/05 06:03:58 - mmengine - INFO - Epoch(train) [88][1500/5005] lr: 1.7230e-02 eta: 5:40:33 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0877 2022/12/05 06:04:07 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:04:11 - mmengine - INFO - Epoch(train) [88][1600/5005] lr: 1.7211e-02 eta: 5:40:20 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1465 2022/12/05 06:04:24 - mmengine - INFO - Epoch(train) [88][1700/5005] lr: 1.7191e-02 eta: 5:40:08 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3973 2022/12/05 06:04:37 - mmengine - INFO - Epoch(train) [88][1800/5005] lr: 1.7171e-02 eta: 5:39:55 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 1.2083 2022/12/05 06:04:49 - mmengine - INFO - Epoch(train) [88][1900/5005] lr: 1.7152e-02 eta: 5:39:43 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0210 2022/12/05 06:05:02 - mmengine - INFO - Epoch(train) [88][2000/5005] lr: 1.7132e-02 eta: 5:39:31 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1516 2022/12/05 06:05:15 - mmengine - INFO - Epoch(train) [88][2100/5005] lr: 1.7112e-02 eta: 5:39:18 time: 0.1316 data_time: 0.0018 memory: 4034 loss: 1.0693 2022/12/05 06:05:28 - mmengine - INFO - Epoch(train) [88][2200/5005] lr: 1.7092e-02 eta: 5:39:06 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2936 2022/12/05 06:05:40 - mmengine - INFO - Epoch(train) [88][2300/5005] lr: 1.7073e-02 eta: 5:38:53 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1393 2022/12/05 06:05:53 - mmengine - INFO - Epoch(train) [88][2400/5005] lr: 1.7053e-02 eta: 5:38:41 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2058 2022/12/05 06:06:06 - mmengine - INFO - Epoch(train) [88][2500/5005] lr: 1.7033e-02 eta: 5:38:28 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.3505 2022/12/05 06:06:14 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:06:18 - mmengine - INFO - Epoch(train) [88][2600/5005] lr: 1.7014e-02 eta: 5:38:16 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0485 2022/12/05 06:06:31 - mmengine - INFO - Epoch(train) [88][2700/5005] lr: 1.6994e-02 eta: 5:38:04 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.2561 2022/12/05 06:06:44 - mmengine - INFO - Epoch(train) [88][2800/5005] lr: 1.6974e-02 eta: 5:37:51 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.1372 2022/12/05 06:06:57 - mmengine - INFO - Epoch(train) [88][2900/5005] lr: 1.6955e-02 eta: 5:37:39 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 1.4018 2022/12/05 06:07:09 - mmengine - INFO - Epoch(train) [88][3000/5005] lr: 1.6935e-02 eta: 5:37:26 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0831 2022/12/05 06:07:22 - mmengine - INFO - Epoch(train) [88][3100/5005] lr: 1.6916e-02 eta: 5:37:14 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.1685 2022/12/05 06:07:35 - mmengine - INFO - Epoch(train) [88][3200/5005] lr: 1.6896e-02 eta: 5:37:01 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.1389 2022/12/05 06:07:48 - mmengine - INFO - Epoch(train) [88][3300/5005] lr: 1.6876e-02 eta: 5:36:49 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.1409 2022/12/05 06:08:00 - mmengine - INFO - Epoch(train) [88][3400/5005] lr: 1.6857e-02 eta: 5:36:36 time: 0.1293 data_time: 0.0018 memory: 4034 loss: 1.1162 2022/12/05 06:08:13 - mmengine - INFO - Epoch(train) [88][3500/5005] lr: 1.6837e-02 eta: 5:36:24 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0888 2022/12/05 06:08:21 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:08:26 - mmengine - INFO - Epoch(train) [88][3600/5005] lr: 1.6818e-02 eta: 5:36:12 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.2975 2022/12/05 06:08:39 - mmengine - INFO - Epoch(train) [88][3700/5005] lr: 1.6798e-02 eta: 5:35:59 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0643 2022/12/05 06:08:51 - mmengine - INFO - Epoch(train) [88][3800/5005] lr: 1.6779e-02 eta: 5:35:47 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 1.2702 2022/12/05 06:09:04 - mmengine - INFO - Epoch(train) [88][3900/5005] lr: 1.6759e-02 eta: 5:35:34 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1791 2022/12/05 06:09:17 - mmengine - INFO - Epoch(train) [88][4000/5005] lr: 1.6739e-02 eta: 5:35:22 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1971 2022/12/05 06:09:30 - mmengine - INFO - Epoch(train) [88][4100/5005] lr: 1.6720e-02 eta: 5:35:09 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2363 2022/12/05 06:09:42 - mmengine - INFO - Epoch(train) [88][4200/5005] lr: 1.6700e-02 eta: 5:34:57 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 1.0339 2022/12/05 06:09:55 - mmengine - INFO - Epoch(train) [88][4300/5005] lr: 1.6681e-02 eta: 5:34:45 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 1.2308 2022/12/05 06:10:08 - mmengine - INFO - Epoch(train) [88][4400/5005] lr: 1.6661e-02 eta: 5:34:32 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2468 2022/12/05 06:10:21 - mmengine - INFO - Epoch(train) [88][4500/5005] lr: 1.6642e-02 eta: 5:34:20 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.2501 2022/12/05 06:10:29 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:10:33 - mmengine - INFO - Epoch(train) [88][4600/5005] lr: 1.6622e-02 eta: 5:34:07 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.2450 2022/12/05 06:10:46 - mmengine - INFO - Epoch(train) [88][4700/5005] lr: 1.6603e-02 eta: 5:33:55 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 1.2452 2022/12/05 06:10:59 - mmengine - INFO - Epoch(train) [88][4800/5005] lr: 1.6584e-02 eta: 5:33:42 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 0.9840 2022/12/05 06:11:12 - mmengine - INFO - Epoch(train) [88][4900/5005] lr: 1.6564e-02 eta: 5:33:30 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.0716 2022/12/05 06:11:24 - mmengine - INFO - Epoch(train) [88][5000/5005] lr: 1.6545e-02 eta: 5:33:18 time: 0.1272 data_time: 0.0026 memory: 4034 loss: 1.0069 2022/12/05 06:11:25 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:11:25 - mmengine - INFO - Saving checkpoint at 88 epochs 2022/12/05 06:11:32 - mmengine - INFO - Epoch(val) [88][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0079 memory: 4034 2022/12/05 06:11:45 - mmengine - INFO - Epoch(val) [88][196/196] accuracy/top1: 73.5560 accuracy/top5: 91.5720 2022/12/05 06:11:58 - mmengine - INFO - Epoch(train) [89][ 100/5005] lr: 1.6524e-02 eta: 5:33:05 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 1.1549 2022/12/05 06:12:10 - mmengine - INFO - Epoch(train) [89][ 200/5005] lr: 1.6505e-02 eta: 5:32:52 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 1.2102 2022/12/05 06:12:23 - mmengine - INFO - Epoch(train) [89][ 300/5005] lr: 1.6485e-02 eta: 5:32:40 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2034 2022/12/05 06:12:36 - mmengine - INFO - Epoch(train) [89][ 400/5005] lr: 1.6466e-02 eta: 5:32:27 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 1.0914 2022/12/05 06:12:49 - mmengine - INFO - Epoch(train) [89][ 500/5005] lr: 1.6447e-02 eta: 5:32:15 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 1.2268 2022/12/05 06:12:56 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:13:01 - mmengine - INFO - Epoch(train) [89][ 600/5005] lr: 1.6427e-02 eta: 5:32:02 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 1.1416 2022/12/05 06:13:14 - mmengine - INFO - Epoch(train) [89][ 700/5005] lr: 1.6408e-02 eta: 5:31:50 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.0175 2022/12/05 06:13:27 - mmengine - INFO - Epoch(train) [89][ 800/5005] lr: 1.6388e-02 eta: 5:31:38 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 1.3484 2022/12/05 06:13:40 - mmengine - INFO - Epoch(train) [89][ 900/5005] lr: 1.6369e-02 eta: 5:31:25 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.1835 2022/12/05 06:13:52 - mmengine - INFO - Epoch(train) [89][1000/5005] lr: 1.6350e-02 eta: 5:31:13 time: 0.1267 data_time: 0.0018 memory: 4034 loss: 1.3015 2022/12/05 06:14:05 - mmengine - INFO - Epoch(train) [89][1100/5005] lr: 1.6330e-02 eta: 5:31:00 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1727 2022/12/05 06:14:18 - mmengine - INFO - Epoch(train) [89][1200/5005] lr: 1.6311e-02 eta: 5:30:48 time: 0.1263 data_time: 0.0020 memory: 4034 loss: 1.2379 2022/12/05 06:14:31 - mmengine - INFO - Epoch(train) [89][1300/5005] lr: 1.6292e-02 eta: 5:30:35 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0778 2022/12/05 06:14:43 - mmengine - INFO - Epoch(train) [89][1400/5005] lr: 1.6272e-02 eta: 5:30:23 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1572 2022/12/05 06:14:56 - mmengine - INFO - Epoch(train) [89][1500/5005] lr: 1.6253e-02 eta: 5:30:11 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0949 2022/12/05 06:15:04 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:15:09 - mmengine - INFO - Epoch(train) [89][1600/5005] lr: 1.6234e-02 eta: 5:29:58 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.1479 2022/12/05 06:15:22 - mmengine - INFO - Epoch(train) [89][1700/5005] lr: 1.6215e-02 eta: 5:29:46 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0220 2022/12/05 06:15:34 - mmengine - INFO - Epoch(train) [89][1800/5005] lr: 1.6195e-02 eta: 5:29:33 time: 0.1263 data_time: 0.0020 memory: 4034 loss: 1.2412 2022/12/05 06:15:47 - mmengine - INFO - Epoch(train) [89][1900/5005] lr: 1.6176e-02 eta: 5:29:21 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.2146 2022/12/05 06:16:00 - mmengine - INFO - Epoch(train) [89][2000/5005] lr: 1.6157e-02 eta: 5:29:08 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.0596 2022/12/05 06:16:12 - mmengine - INFO - Epoch(train) [89][2100/5005] lr: 1.6138e-02 eta: 5:28:56 time: 0.1275 data_time: 0.0017 memory: 4034 loss: 1.0728 2022/12/05 06:16:25 - mmengine - INFO - Epoch(train) [89][2200/5005] lr: 1.6118e-02 eta: 5:28:43 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.1103 2022/12/05 06:16:38 - mmengine - INFO - Epoch(train) [89][2300/5005] lr: 1.6099e-02 eta: 5:28:31 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.2004 2022/12/05 06:16:51 - mmengine - INFO - Epoch(train) [89][2400/5005] lr: 1.6080e-02 eta: 5:28:19 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.1297 2022/12/05 06:17:03 - mmengine - INFO - Epoch(train) [89][2500/5005] lr: 1.6061e-02 eta: 5:28:06 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.2854 2022/12/05 06:17:11 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:17:16 - mmengine - INFO - Epoch(train) [89][2600/5005] lr: 1.6041e-02 eta: 5:27:54 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.2673 2022/12/05 06:17:29 - mmengine - INFO - Epoch(train) [89][2700/5005] lr: 1.6022e-02 eta: 5:27:41 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.1525 2022/12/05 06:17:41 - mmengine - INFO - Epoch(train) [89][2800/5005] lr: 1.6003e-02 eta: 5:27:29 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3641 2022/12/05 06:17:54 - mmengine - INFO - Epoch(train) [89][2900/5005] lr: 1.5984e-02 eta: 5:27:16 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3222 2022/12/05 06:18:07 - mmengine - INFO - Epoch(train) [89][3000/5005] lr: 1.5965e-02 eta: 5:27:04 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.2098 2022/12/05 06:18:19 - mmengine - INFO - Epoch(train) [89][3100/5005] lr: 1.5946e-02 eta: 5:26:51 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.9664 2022/12/05 06:18:32 - mmengine - INFO - Epoch(train) [89][3200/5005] lr: 1.5926e-02 eta: 5:26:39 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.0104 2022/12/05 06:18:45 - mmengine - INFO - Epoch(train) [89][3300/5005] lr: 1.5907e-02 eta: 5:26:27 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.0740 2022/12/05 06:18:58 - mmengine - INFO - Epoch(train) [89][3400/5005] lr: 1.5888e-02 eta: 5:26:14 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.0524 2022/12/05 06:19:10 - mmengine - INFO - Epoch(train) [89][3500/5005] lr: 1.5869e-02 eta: 5:26:02 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.1544 2022/12/05 06:19:18 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:19:23 - mmengine - INFO - Epoch(train) [89][3600/5005] lr: 1.5850e-02 eta: 5:25:49 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.0330 2022/12/05 06:19:36 - mmengine - INFO - Epoch(train) [89][3700/5005] lr: 1.5831e-02 eta: 5:25:37 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.2035 2022/12/05 06:19:49 - mmengine - INFO - Epoch(train) [89][3800/5005] lr: 1.5812e-02 eta: 5:25:24 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.0869 2022/12/05 06:20:01 - mmengine - INFO - Epoch(train) [89][3900/5005] lr: 1.5793e-02 eta: 5:25:12 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.0722 2022/12/05 06:20:14 - mmengine - INFO - Epoch(train) [89][4000/5005] lr: 1.5774e-02 eta: 5:24:59 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3432 2022/12/05 06:20:27 - mmengine - INFO - Epoch(train) [89][4100/5005] lr: 1.5755e-02 eta: 5:24:47 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.1609 2022/12/05 06:20:39 - mmengine - INFO - Epoch(train) [89][4200/5005] lr: 1.5735e-02 eta: 5:24:35 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.1340 2022/12/05 06:20:52 - mmengine - INFO - Epoch(train) [89][4300/5005] lr: 1.5716e-02 eta: 5:24:22 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.2039 2022/12/05 06:21:05 - mmengine - INFO - Epoch(train) [89][4400/5005] lr: 1.5697e-02 eta: 5:24:10 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.3130 2022/12/05 06:21:17 - mmengine - INFO - Epoch(train) [89][4500/5005] lr: 1.5678e-02 eta: 5:23:57 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1561 2022/12/05 06:21:25 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:21:30 - mmengine - INFO - Epoch(train) [89][4600/5005] lr: 1.5659e-02 eta: 5:23:45 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.1134 2022/12/05 06:21:43 - mmengine - INFO - Epoch(train) [89][4700/5005] lr: 1.5640e-02 eta: 5:23:32 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.1031 2022/12/05 06:21:55 - mmengine - INFO - Epoch(train) [89][4800/5005] lr: 1.5621e-02 eta: 5:23:20 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.1364 2022/12/05 06:22:08 - mmengine - INFO - Epoch(train) [89][4900/5005] lr: 1.5602e-02 eta: 5:23:07 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.1936 2022/12/05 06:22:21 - mmengine - INFO - Epoch(train) [89][5000/5005] lr: 1.5583e-02 eta: 5:22:55 time: 0.1269 data_time: 0.0026 memory: 4034 loss: 1.2537 2022/12/05 06:22:21 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:22:21 - mmengine - INFO - Saving checkpoint at 89 epochs 2022/12/05 06:22:28 - mmengine - INFO - Epoch(val) [89][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0079 memory: 4034 2022/12/05 06:22:41 - mmengine - INFO - Epoch(val) [89][196/196] accuracy/top1: 73.6940 accuracy/top5: 91.7000 2022/12/05 06:22:54 - mmengine - INFO - Epoch(train) [90][ 100/5005] lr: 1.5563e-02 eta: 5:22:42 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2093 2022/12/05 06:23:07 - mmengine - INFO - Epoch(train) [90][ 200/5005] lr: 1.5545e-02 eta: 5:22:30 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.2473 2022/12/05 06:23:20 - mmengine - INFO - Epoch(train) [90][ 300/5005] lr: 1.5526e-02 eta: 5:22:17 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.0771 2022/12/05 06:23:32 - mmengine - INFO - Epoch(train) [90][ 400/5005] lr: 1.5507e-02 eta: 5:22:05 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0771 2022/12/05 06:23:45 - mmengine - INFO - Epoch(train) [90][ 500/5005] lr: 1.5488e-02 eta: 5:21:52 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.2070 2022/12/05 06:23:52 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:23:58 - mmengine - INFO - Epoch(train) [90][ 600/5005] lr: 1.5469e-02 eta: 5:21:40 time: 0.1267 data_time: 0.0017 memory: 4034 loss: 0.9227 2022/12/05 06:24:11 - mmengine - INFO - Epoch(train) [90][ 700/5005] lr: 1.5450e-02 eta: 5:21:27 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1972 2022/12/05 06:24:23 - mmengine - INFO - Epoch(train) [90][ 800/5005] lr: 1.5431e-02 eta: 5:21:15 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3839 2022/12/05 06:24:36 - mmengine - INFO - Epoch(train) [90][ 900/5005] lr: 1.5412e-02 eta: 5:21:02 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.1592 2022/12/05 06:24:49 - mmengine - INFO - Epoch(train) [90][1000/5005] lr: 1.5393e-02 eta: 5:20:50 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1782 2022/12/05 06:25:01 - mmengine - INFO - Epoch(train) [90][1100/5005] lr: 1.5374e-02 eta: 5:20:38 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2305 2022/12/05 06:25:14 - mmengine - INFO - Epoch(train) [90][1200/5005] lr: 1.5355e-02 eta: 5:20:25 time: 0.1263 data_time: 0.0017 memory: 4034 loss: 1.1181 2022/12/05 06:25:27 - mmengine - INFO - Epoch(train) [90][1300/5005] lr: 1.5337e-02 eta: 5:20:13 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.2735 2022/12/05 06:25:40 - mmengine - INFO - Epoch(train) [90][1400/5005] lr: 1.5318e-02 eta: 5:20:00 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1195 2022/12/05 06:25:52 - mmengine - INFO - Epoch(train) [90][1500/5005] lr: 1.5299e-02 eta: 5:19:48 time: 0.1263 data_time: 0.0017 memory: 4034 loss: 1.0244 2022/12/05 06:25:59 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:26:05 - mmengine - INFO - Epoch(train) [90][1600/5005] lr: 1.5280e-02 eta: 5:19:35 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 0.9165 2022/12/05 06:26:18 - mmengine - INFO - Epoch(train) [90][1700/5005] lr: 1.5261e-02 eta: 5:19:23 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.0647 2022/12/05 06:26:30 - mmengine - INFO - Epoch(train) [90][1800/5005] lr: 1.5243e-02 eta: 5:19:10 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.0084 2022/12/05 06:26:43 - mmengine - INFO - Epoch(train) [90][1900/5005] lr: 1.5224e-02 eta: 5:18:58 time: 0.1258 data_time: 0.0017 memory: 4034 loss: 1.1503 2022/12/05 06:26:56 - mmengine - INFO - Epoch(train) [90][2000/5005] lr: 1.5205e-02 eta: 5:18:46 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.1611 2022/12/05 06:27:08 - mmengine - INFO - Epoch(train) [90][2100/5005] lr: 1.5186e-02 eta: 5:18:33 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.1454 2022/12/05 06:27:21 - mmengine - INFO - Epoch(train) [90][2200/5005] lr: 1.5167e-02 eta: 5:18:21 time: 0.1265 data_time: 0.0017 memory: 4034 loss: 1.2728 2022/12/05 06:27:34 - mmengine - INFO - Epoch(train) [90][2300/5005] lr: 1.5149e-02 eta: 5:18:08 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.1591 2022/12/05 06:27:47 - mmengine - INFO - Epoch(train) [90][2400/5005] lr: 1.5130e-02 eta: 5:17:56 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.0786 2022/12/05 06:27:59 - mmengine - INFO - Epoch(train) [90][2500/5005] lr: 1.5111e-02 eta: 5:17:43 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2403 2022/12/05 06:28:06 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:28:12 - mmengine - INFO - Epoch(train) [90][2600/5005] lr: 1.5092e-02 eta: 5:17:31 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.0813 2022/12/05 06:28:25 - mmengine - INFO - Epoch(train) [90][2700/5005] lr: 1.5074e-02 eta: 5:17:18 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.1512 2022/12/05 06:28:37 - mmengine - INFO - Epoch(train) [90][2800/5005] lr: 1.5055e-02 eta: 5:17:06 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.3477 2022/12/05 06:28:50 - mmengine - INFO - Epoch(train) [90][2900/5005] lr: 1.5036e-02 eta: 5:16:53 time: 0.1265 data_time: 0.0017 memory: 4034 loss: 1.1611 2022/12/05 06:29:03 - mmengine - INFO - Epoch(train) [90][3000/5005] lr: 1.5018e-02 eta: 5:16:41 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.1377 2022/12/05 06:29:16 - mmengine - INFO - Epoch(train) [90][3100/5005] lr: 1.4999e-02 eta: 5:16:29 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0779 2022/12/05 06:29:28 - mmengine - INFO - Epoch(train) [90][3200/5005] lr: 1.4980e-02 eta: 5:16:16 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.1255 2022/12/05 06:29:41 - mmengine - INFO - Epoch(train) [90][3300/5005] lr: 1.4962e-02 eta: 5:16:04 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.2985 2022/12/05 06:29:54 - mmengine - INFO - Epoch(train) [90][3400/5005] lr: 1.4943e-02 eta: 5:15:51 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.2439 2022/12/05 06:30:06 - mmengine - INFO - Epoch(train) [90][3500/5005] lr: 1.4924e-02 eta: 5:15:39 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 0.9991 2022/12/05 06:30:13 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:30:19 - mmengine - INFO - Epoch(train) [90][3600/5005] lr: 1.4906e-02 eta: 5:15:26 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.2845 2022/12/05 06:30:32 - mmengine - INFO - Epoch(train) [90][3700/5005] lr: 1.4887e-02 eta: 5:15:14 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.1038 2022/12/05 06:30:45 - mmengine - INFO - Epoch(train) [90][3800/5005] lr: 1.4868e-02 eta: 5:15:01 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 1.0534 2022/12/05 06:30:57 - mmengine - INFO - Epoch(train) [90][3900/5005] lr: 1.4850e-02 eta: 5:14:49 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1922 2022/12/05 06:31:10 - mmengine - INFO - Epoch(train) [90][4000/5005] lr: 1.4831e-02 eta: 5:14:37 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.2474 2022/12/05 06:31:23 - mmengine - INFO - Epoch(train) [90][4100/5005] lr: 1.4813e-02 eta: 5:14:24 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 0.9976 2022/12/05 06:31:35 - mmengine - INFO - Epoch(train) [90][4200/5005] lr: 1.4794e-02 eta: 5:14:12 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.0563 2022/12/05 06:31:48 - mmengine - INFO - Epoch(train) [90][4300/5005] lr: 1.4775e-02 eta: 5:13:59 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3136 2022/12/05 06:32:01 - mmengine - INFO - Epoch(train) [90][4400/5005] lr: 1.4757e-02 eta: 5:13:47 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.0883 2022/12/05 06:32:14 - mmengine - INFO - Epoch(train) [90][4500/5005] lr: 1.4738e-02 eta: 5:13:34 time: 0.1262 data_time: 0.0017 memory: 4034 loss: 0.9251 2022/12/05 06:32:21 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:32:26 - mmengine - INFO - Epoch(train) [90][4600/5005] lr: 1.4720e-02 eta: 5:13:22 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2043 2022/12/05 06:32:39 - mmengine - INFO - Epoch(train) [90][4700/5005] lr: 1.4701e-02 eta: 5:13:09 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.0640 2022/12/05 06:32:52 - mmengine - INFO - Epoch(train) [90][4800/5005] lr: 1.4683e-02 eta: 5:12:57 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.0464 2022/12/05 06:33:04 - mmengine - INFO - Epoch(train) [90][4900/5005] lr: 1.4664e-02 eta: 5:12:45 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.1485 2022/12/05 06:33:17 - mmengine - INFO - Epoch(train) [90][5000/5005] lr: 1.4646e-02 eta: 5:12:32 time: 0.1268 data_time: 0.0025 memory: 4034 loss: 1.1837 2022/12/05 06:33:18 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:33:18 - mmengine - INFO - Saving checkpoint at 90 epochs 2022/12/05 06:33:25 - mmengine - INFO - Epoch(val) [90][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0082 memory: 4034 2022/12/05 06:33:38 - mmengine - INFO - Epoch(val) [90][196/196] accuracy/top1: 73.9160 accuracy/top5: 91.8220 2022/12/05 06:33:51 - mmengine - INFO - Epoch(train) [91][ 100/5005] lr: 1.4626e-02 eta: 5:12:19 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.1329 2022/12/05 06:34:03 - mmengine - INFO - Epoch(train) [91][ 200/5005] lr: 1.4608e-02 eta: 5:12:07 time: 0.1275 data_time: 0.0017 memory: 4034 loss: 1.2002 2022/12/05 06:34:16 - mmengine - INFO - Epoch(train) [91][ 300/5005] lr: 1.4589e-02 eta: 5:11:54 time: 0.1265 data_time: 0.0017 memory: 4034 loss: 1.0210 2022/12/05 06:34:29 - mmengine - INFO - Epoch(train) [91][ 400/5005] lr: 1.4571e-02 eta: 5:11:42 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.3304 2022/12/05 06:34:41 - mmengine - INFO - Epoch(train) [91][ 500/5005] lr: 1.4552e-02 eta: 5:11:29 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1974 2022/12/05 06:34:48 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:34:54 - mmengine - INFO - Epoch(train) [91][ 600/5005] lr: 1.4534e-02 eta: 5:11:17 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 1.0508 2022/12/05 06:35:07 - mmengine - INFO - Epoch(train) [91][ 700/5005] lr: 1.4516e-02 eta: 5:11:04 time: 0.1259 data_time: 0.0017 memory: 4034 loss: 1.2267 2022/12/05 06:35:20 - mmengine - INFO - Epoch(train) [91][ 800/5005] lr: 1.4497e-02 eta: 5:10:52 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 0.9850 2022/12/05 06:35:32 - mmengine - INFO - Epoch(train) [91][ 900/5005] lr: 1.4479e-02 eta: 5:10:39 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.1716 2022/12/05 06:35:45 - mmengine - INFO - Epoch(train) [91][1000/5005] lr: 1.4460e-02 eta: 5:10:27 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.1066 2022/12/05 06:35:58 - mmengine - INFO - Epoch(train) [91][1100/5005] lr: 1.4442e-02 eta: 5:10:15 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.0916 2022/12/05 06:36:10 - mmengine - INFO - Epoch(train) [91][1200/5005] lr: 1.4424e-02 eta: 5:10:02 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.0298 2022/12/05 06:36:23 - mmengine - INFO - Epoch(train) [91][1300/5005] lr: 1.4405e-02 eta: 5:09:50 time: 0.1265 data_time: 0.0017 memory: 4034 loss: 1.1014 2022/12/05 06:36:36 - mmengine - INFO - Epoch(train) [91][1400/5005] lr: 1.4387e-02 eta: 5:09:37 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.0616 2022/12/05 06:36:49 - mmengine - INFO - Epoch(train) [91][1500/5005] lr: 1.4369e-02 eta: 5:09:25 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.0787 2022/12/05 06:36:55 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:37:01 - mmengine - INFO - Epoch(train) [91][1600/5005] lr: 1.4350e-02 eta: 5:09:12 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.0388 2022/12/05 06:37:14 - mmengine - INFO - Epoch(train) [91][1700/5005] lr: 1.4332e-02 eta: 5:09:00 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0674 2022/12/05 06:37:27 - mmengine - INFO - Epoch(train) [91][1800/5005] lr: 1.4314e-02 eta: 5:08:47 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1086 2022/12/05 06:37:39 - mmengine - INFO - Epoch(train) [91][1900/5005] lr: 1.4295e-02 eta: 5:08:35 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.1121 2022/12/05 06:37:52 - mmengine - INFO - Epoch(train) [91][2000/5005] lr: 1.4277e-02 eta: 5:08:23 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.0241 2022/12/05 06:38:05 - mmengine - INFO - Epoch(train) [91][2100/5005] lr: 1.4259e-02 eta: 5:08:10 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1343 2022/12/05 06:38:18 - mmengine - INFO - Epoch(train) [91][2200/5005] lr: 1.4240e-02 eta: 5:07:58 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1943 2022/12/05 06:38:30 - mmengine - INFO - Epoch(train) [91][2300/5005] lr: 1.4222e-02 eta: 5:07:45 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1360 2022/12/05 06:38:43 - mmengine - INFO - Epoch(train) [91][2400/5005] lr: 1.4204e-02 eta: 5:07:33 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.1489 2022/12/05 06:38:56 - mmengine - INFO - Epoch(train) [91][2500/5005] lr: 1.4186e-02 eta: 5:07:20 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.0209 2022/12/05 06:39:02 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:39:08 - mmengine - INFO - Epoch(train) [91][2600/5005] lr: 1.4167e-02 eta: 5:07:08 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.1375 2022/12/05 06:39:21 - mmengine - INFO - Epoch(train) [91][2700/5005] lr: 1.4149e-02 eta: 5:06:55 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.1103 2022/12/05 06:39:34 - mmengine - INFO - Epoch(train) [91][2800/5005] lr: 1.4131e-02 eta: 5:06:43 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.1283 2022/12/05 06:39:47 - mmengine - INFO - Epoch(train) [91][2900/5005] lr: 1.4113e-02 eta: 5:06:31 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1640 2022/12/05 06:39:59 - mmengine - INFO - Epoch(train) [91][3000/5005] lr: 1.4094e-02 eta: 5:06:18 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2910 2022/12/05 06:40:12 - mmengine - INFO - Epoch(train) [91][3100/5005] lr: 1.4076e-02 eta: 5:06:06 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 1.2234 2022/12/05 06:40:25 - mmengine - INFO - Epoch(train) [91][3200/5005] lr: 1.4058e-02 eta: 5:05:53 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9533 2022/12/05 06:40:37 - mmengine - INFO - Epoch(train) [91][3300/5005] lr: 1.4040e-02 eta: 5:05:41 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.1361 2022/12/05 06:40:50 - mmengine - INFO - Epoch(train) [91][3400/5005] lr: 1.4022e-02 eta: 5:05:28 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 1.1109 2022/12/05 06:41:03 - mmengine - INFO - Epoch(train) [91][3500/5005] lr: 1.4004e-02 eta: 5:05:16 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3768 2022/12/05 06:41:09 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:41:16 - mmengine - INFO - Epoch(train) [91][3600/5005] lr: 1.3985e-02 eta: 5:05:03 time: 0.1264 data_time: 0.0017 memory: 4034 loss: 1.0983 2022/12/05 06:41:28 - mmengine - INFO - Epoch(train) [91][3700/5005] lr: 1.3967e-02 eta: 5:04:51 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1489 2022/12/05 06:41:41 - mmengine - INFO - Epoch(train) [91][3800/5005] lr: 1.3949e-02 eta: 5:04:38 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1885 2022/12/05 06:41:54 - mmengine - INFO - Epoch(train) [91][3900/5005] lr: 1.3931e-02 eta: 5:04:26 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.0291 2022/12/05 06:42:06 - mmengine - INFO - Epoch(train) [91][4000/5005] lr: 1.3913e-02 eta: 5:04:14 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2680 2022/12/05 06:42:19 - mmengine - INFO - Epoch(train) [91][4100/5005] lr: 1.3895e-02 eta: 5:04:01 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2005 2022/12/05 06:42:32 - mmengine - INFO - Epoch(train) [91][4200/5005] lr: 1.3877e-02 eta: 5:03:49 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0428 2022/12/05 06:42:45 - mmengine - INFO - Epoch(train) [91][4300/5005] lr: 1.3859e-02 eta: 5:03:36 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.2304 2022/12/05 06:42:57 - mmengine - INFO - Epoch(train) [91][4400/5005] lr: 1.3841e-02 eta: 5:03:24 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 0.8849 2022/12/05 06:43:10 - mmengine - INFO - Epoch(train) [91][4500/5005] lr: 1.3823e-02 eta: 5:03:11 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9746 2022/12/05 06:43:16 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:43:23 - mmengine - INFO - Epoch(train) [91][4600/5005] lr: 1.3804e-02 eta: 5:02:59 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1005 2022/12/05 06:43:35 - mmengine - INFO - Epoch(train) [91][4700/5005] lr: 1.3786e-02 eta: 5:02:46 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1585 2022/12/05 06:43:48 - mmengine - INFO - Epoch(train) [91][4800/5005] lr: 1.3768e-02 eta: 5:02:34 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2906 2022/12/05 06:44:01 - mmengine - INFO - Epoch(train) [91][4900/5005] lr: 1.3750e-02 eta: 5:02:22 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.1934 2022/12/05 06:44:14 - mmengine - INFO - Epoch(train) [91][5000/5005] lr: 1.3732e-02 eta: 5:02:09 time: 0.1277 data_time: 0.0026 memory: 4034 loss: 1.1785 2022/12/05 06:44:14 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:44:14 - mmengine - INFO - Saving checkpoint at 91 epochs 2022/12/05 06:44:21 - mmengine - INFO - Epoch(val) [91][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0082 memory: 4034 2022/12/05 06:44:34 - mmengine - INFO - Epoch(val) [91][196/196] accuracy/top1: 74.1920 accuracy/top5: 92.1020 2022/12/05 06:44:47 - mmengine - INFO - Epoch(train) [92][ 100/5005] lr: 1.3713e-02 eta: 5:01:56 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1729 2022/12/05 06:45:00 - mmengine - INFO - Epoch(train) [92][ 200/5005] lr: 1.3695e-02 eta: 5:01:44 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1137 2022/12/05 06:45:12 - mmengine - INFO - Epoch(train) [92][ 300/5005] lr: 1.3677e-02 eta: 5:01:31 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1303 2022/12/05 06:45:25 - mmengine - INFO - Epoch(train) [92][ 400/5005] lr: 1.3660e-02 eta: 5:01:19 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0315 2022/12/05 06:45:38 - mmengine - INFO - Epoch(train) [92][ 500/5005] lr: 1.3642e-02 eta: 5:01:06 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1326 2022/12/05 06:45:44 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:45:51 - mmengine - INFO - Epoch(train) [92][ 600/5005] lr: 1.3624e-02 eta: 5:00:54 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.0539 2022/12/05 06:46:03 - mmengine - INFO - Epoch(train) [92][ 700/5005] lr: 1.3606e-02 eta: 5:00:41 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.1181 2022/12/05 06:46:16 - mmengine - INFO - Epoch(train) [92][ 800/5005] lr: 1.3588e-02 eta: 5:00:29 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 0.9620 2022/12/05 06:46:29 - mmengine - INFO - Epoch(train) [92][ 900/5005] lr: 1.3570e-02 eta: 5:00:16 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.0340 2022/12/05 06:46:41 - mmengine - INFO - Epoch(train) [92][1000/5005] lr: 1.3552e-02 eta: 5:00:04 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2225 2022/12/05 06:46:54 - mmengine - INFO - Epoch(train) [92][1100/5005] lr: 1.3534e-02 eta: 4:59:52 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.0282 2022/12/05 06:47:07 - mmengine - INFO - Epoch(train) [92][1200/5005] lr: 1.3516e-02 eta: 4:59:39 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0338 2022/12/05 06:47:20 - mmengine - INFO - Epoch(train) [92][1300/5005] lr: 1.3498e-02 eta: 4:59:27 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1206 2022/12/05 06:47:32 - mmengine - INFO - Epoch(train) [92][1400/5005] lr: 1.3480e-02 eta: 4:59:14 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1807 2022/12/05 06:47:45 - mmengine - INFO - Epoch(train) [92][1500/5005] lr: 1.3463e-02 eta: 4:59:02 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1375 2022/12/05 06:47:51 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:47:58 - mmengine - INFO - Epoch(train) [92][1600/5005] lr: 1.3445e-02 eta: 4:58:49 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.1735 2022/12/05 06:48:10 - mmengine - INFO - Epoch(train) [92][1700/5005] lr: 1.3427e-02 eta: 4:58:37 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1873 2022/12/05 06:48:23 - mmengine - INFO - Epoch(train) [92][1800/5005] lr: 1.3409e-02 eta: 4:58:24 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.0390 2022/12/05 06:48:36 - mmengine - INFO - Epoch(train) [92][1900/5005] lr: 1.3391e-02 eta: 4:58:12 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2119 2022/12/05 06:48:49 - mmengine - INFO - Epoch(train) [92][2000/5005] lr: 1.3373e-02 eta: 4:57:59 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 0.9819 2022/12/05 06:49:01 - mmengine - INFO - Epoch(train) [92][2100/5005] lr: 1.3356e-02 eta: 4:57:47 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.3269 2022/12/05 06:49:14 - mmengine - INFO - Epoch(train) [92][2200/5005] lr: 1.3338e-02 eta: 4:57:35 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0111 2022/12/05 06:49:27 - mmengine - INFO - Epoch(train) [92][2300/5005] lr: 1.3320e-02 eta: 4:57:22 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0552 2022/12/05 06:49:40 - mmengine - INFO - Epoch(train) [92][2400/5005] lr: 1.3302e-02 eta: 4:57:10 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.0945 2022/12/05 06:49:52 - mmengine - INFO - Epoch(train) [92][2500/5005] lr: 1.3284e-02 eta: 4:56:57 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 1.0057 2022/12/05 06:49:58 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:50:05 - mmengine - INFO - Epoch(train) [92][2600/5005] lr: 1.3267e-02 eta: 4:56:45 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.0271 2022/12/05 06:50:18 - mmengine - INFO - Epoch(train) [92][2700/5005] lr: 1.3249e-02 eta: 4:56:32 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 0.9778 2022/12/05 06:50:30 - mmengine - INFO - Epoch(train) [92][2800/5005] lr: 1.3231e-02 eta: 4:56:20 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2496 2022/12/05 06:50:43 - mmengine - INFO - Epoch(train) [92][2900/5005] lr: 1.3214e-02 eta: 4:56:07 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 1.1080 2022/12/05 06:50:56 - mmengine - INFO - Epoch(train) [92][3000/5005] lr: 1.3196e-02 eta: 4:55:55 time: 0.1259 data_time: 0.0019 memory: 4034 loss: 1.1667 2022/12/05 06:51:09 - mmengine - INFO - Epoch(train) [92][3100/5005] lr: 1.3178e-02 eta: 4:55:42 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0040 2022/12/05 06:51:21 - mmengine - INFO - Epoch(train) [92][3200/5005] lr: 1.3160e-02 eta: 4:55:30 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 1.1724 2022/12/05 06:51:34 - mmengine - INFO - Epoch(train) [92][3300/5005] lr: 1.3143e-02 eta: 4:55:18 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0973 2022/12/05 06:51:47 - mmengine - INFO - Epoch(train) [92][3400/5005] lr: 1.3125e-02 eta: 4:55:05 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0275 2022/12/05 06:51:59 - mmengine - INFO - Epoch(train) [92][3500/5005] lr: 1.3107e-02 eta: 4:54:53 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 0.9612 2022/12/05 06:52:05 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:52:12 - mmengine - INFO - Epoch(train) [92][3600/5005] lr: 1.3090e-02 eta: 4:54:40 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0510 2022/12/05 06:52:25 - mmengine - INFO - Epoch(train) [92][3700/5005] lr: 1.3072e-02 eta: 4:54:28 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1425 2022/12/05 06:52:38 - mmengine - INFO - Epoch(train) [92][3800/5005] lr: 1.3055e-02 eta: 4:54:15 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.0463 2022/12/05 06:52:50 - mmengine - INFO - Epoch(train) [92][3900/5005] lr: 1.3037e-02 eta: 4:54:03 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0856 2022/12/05 06:53:03 - mmengine - INFO - Epoch(train) [92][4000/5005] lr: 1.3019e-02 eta: 4:53:50 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1652 2022/12/05 06:53:16 - mmengine - INFO - Epoch(train) [92][4100/5005] lr: 1.3002e-02 eta: 4:53:38 time: 0.1281 data_time: 0.0018 memory: 4034 loss: 1.2051 2022/12/05 06:53:28 - mmengine - INFO - Epoch(train) [92][4200/5005] lr: 1.2984e-02 eta: 4:53:26 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1904 2022/12/05 06:53:41 - mmengine - INFO - Epoch(train) [92][4300/5005] lr: 1.2967e-02 eta: 4:53:13 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.0246 2022/12/05 06:53:54 - mmengine - INFO - Epoch(train) [92][4400/5005] lr: 1.2949e-02 eta: 4:53:01 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1738 2022/12/05 06:54:07 - mmengine - INFO - Epoch(train) [92][4500/5005] lr: 1.2931e-02 eta: 4:52:48 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2935 2022/12/05 06:54:12 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:54:19 - mmengine - INFO - Epoch(train) [92][4600/5005] lr: 1.2914e-02 eta: 4:52:36 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 1.4138 2022/12/05 06:54:32 - mmengine - INFO - Epoch(train) [92][4700/5005] lr: 1.2896e-02 eta: 4:52:23 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2181 2022/12/05 06:54:45 - mmengine - INFO - Epoch(train) [92][4800/5005] lr: 1.2879e-02 eta: 4:52:11 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9476 2022/12/05 06:54:58 - mmengine - INFO - Epoch(train) [92][4900/5005] lr: 1.2861e-02 eta: 4:51:58 time: 0.1260 data_time: 0.0019 memory: 4034 loss: 1.1069 2022/12/05 06:55:10 - mmengine - INFO - Epoch(train) [92][5000/5005] lr: 1.2844e-02 eta: 4:51:46 time: 0.1271 data_time: 0.0026 memory: 4034 loss: 1.1528 2022/12/05 06:55:11 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:55:11 - mmengine - INFO - Saving checkpoint at 92 epochs 2022/12/05 06:55:18 - mmengine - INFO - Epoch(val) [92][100/196] eta: 0:00:03 time: 0.0361 data_time: 0.0089 memory: 4034 2022/12/05 06:55:31 - mmengine - INFO - Epoch(val) [92][196/196] accuracy/top1: 74.3280 accuracy/top5: 92.1540 2022/12/05 06:55:44 - mmengine - INFO - Epoch(train) [93][ 100/5005] lr: 1.2825e-02 eta: 4:51:33 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.0960 2022/12/05 06:55:56 - mmengine - INFO - Epoch(train) [93][ 200/5005] lr: 1.2808e-02 eta: 4:51:20 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2537 2022/12/05 06:56:09 - mmengine - INFO - Epoch(train) [93][ 300/5005] lr: 1.2790e-02 eta: 4:51:08 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.0975 2022/12/05 06:56:22 - mmengine - INFO - Epoch(train) [93][ 400/5005] lr: 1.2773e-02 eta: 4:50:55 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 0.9832 2022/12/05 06:56:35 - mmengine - INFO - Epoch(train) [93][ 500/5005] lr: 1.2756e-02 eta: 4:50:43 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.0346 2022/12/05 06:56:40 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:56:47 - mmengine - INFO - Epoch(train) [93][ 600/5005] lr: 1.2738e-02 eta: 4:50:31 time: 0.1260 data_time: 0.0017 memory: 4034 loss: 1.2133 2022/12/05 06:57:00 - mmengine - INFO - Epoch(train) [93][ 700/5005] lr: 1.2721e-02 eta: 4:50:18 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.3425 2022/12/05 06:57:13 - mmengine - INFO - Epoch(train) [93][ 800/5005] lr: 1.2703e-02 eta: 4:50:06 time: 0.1264 data_time: 0.0020 memory: 4034 loss: 1.2076 2022/12/05 06:57:25 - mmengine - INFO - Epoch(train) [93][ 900/5005] lr: 1.2686e-02 eta: 4:49:53 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.2657 2022/12/05 06:57:38 - mmengine - INFO - Epoch(train) [93][1000/5005] lr: 1.2668e-02 eta: 4:49:41 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0416 2022/12/05 06:57:51 - mmengine - INFO - Epoch(train) [93][1100/5005] lr: 1.2651e-02 eta: 4:49:28 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1191 2022/12/05 06:58:04 - mmengine - INFO - Epoch(train) [93][1200/5005] lr: 1.2634e-02 eta: 4:49:16 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0501 2022/12/05 06:58:16 - mmengine - INFO - Epoch(train) [93][1300/5005] lr: 1.2616e-02 eta: 4:49:03 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 1.1396 2022/12/05 06:58:29 - mmengine - INFO - Epoch(train) [93][1400/5005] lr: 1.2599e-02 eta: 4:48:51 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.1260 2022/12/05 06:58:42 - mmengine - INFO - Epoch(train) [93][1500/5005] lr: 1.2582e-02 eta: 4:48:38 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2623 2022/12/05 06:58:47 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 06:58:55 - mmengine - INFO - Epoch(train) [93][1600/5005] lr: 1.2564e-02 eta: 4:48:26 time: 0.1262 data_time: 0.0017 memory: 4034 loss: 1.1300 2022/12/05 06:59:07 - mmengine - INFO - Epoch(train) [93][1700/5005] lr: 1.2547e-02 eta: 4:48:14 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.9427 2022/12/05 06:59:20 - mmengine - INFO - Epoch(train) [93][1800/5005] lr: 1.2530e-02 eta: 4:48:01 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0841 2022/12/05 06:59:33 - mmengine - INFO - Epoch(train) [93][1900/5005] lr: 1.2512e-02 eta: 4:47:49 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.0052 2022/12/05 06:59:45 - mmengine - INFO - Epoch(train) [93][2000/5005] lr: 1.2495e-02 eta: 4:47:36 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 0.9472 2022/12/05 06:59:58 - mmengine - INFO - Epoch(train) [93][2100/5005] lr: 1.2478e-02 eta: 4:47:24 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.0846 2022/12/05 07:00:11 - mmengine - INFO - Epoch(train) [93][2200/5005] lr: 1.2460e-02 eta: 4:47:11 time: 0.1260 data_time: 0.0019 memory: 4034 loss: 1.0019 2022/12/05 07:00:24 - mmengine - INFO - Epoch(train) [93][2300/5005] lr: 1.2443e-02 eta: 4:46:59 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.1481 2022/12/05 07:00:36 - mmengine - INFO - Epoch(train) [93][2400/5005] lr: 1.2426e-02 eta: 4:46:46 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.9577 2022/12/05 07:00:49 - mmengine - INFO - Epoch(train) [93][2500/5005] lr: 1.2409e-02 eta: 4:46:34 time: 0.1258 data_time: 0.0018 memory: 4034 loss: 0.9812 2022/12/05 07:00:54 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:01:02 - mmengine - INFO - Epoch(train) [93][2600/5005] lr: 1.2391e-02 eta: 4:46:21 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2813 2022/12/05 07:01:14 - mmengine - INFO - Epoch(train) [93][2700/5005] lr: 1.2374e-02 eta: 4:46:09 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.2078 2022/12/05 07:01:27 - mmengine - INFO - Epoch(train) [93][2800/5005] lr: 1.2357e-02 eta: 4:45:57 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.2843 2022/12/05 07:01:40 - mmengine - INFO - Epoch(train) [93][2900/5005] lr: 1.2340e-02 eta: 4:45:44 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1471 2022/12/05 07:01:53 - mmengine - INFO - Epoch(train) [93][3000/5005] lr: 1.2323e-02 eta: 4:45:32 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 1.1365 2022/12/05 07:02:05 - mmengine - INFO - Epoch(train) [93][3100/5005] lr: 1.2305e-02 eta: 4:45:19 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 0.9724 2022/12/05 07:02:18 - mmengine - INFO - Epoch(train) [93][3200/5005] lr: 1.2288e-02 eta: 4:45:07 time: 0.1259 data_time: 0.0019 memory: 4034 loss: 0.9831 2022/12/05 07:02:31 - mmengine - INFO - Epoch(train) [93][3300/5005] lr: 1.2271e-02 eta: 4:44:54 time: 0.1260 data_time: 0.0019 memory: 4034 loss: 1.2027 2022/12/05 07:02:43 - mmengine - INFO - Epoch(train) [93][3400/5005] lr: 1.2254e-02 eta: 4:44:42 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9889 2022/12/05 07:02:56 - mmengine - INFO - Epoch(train) [93][3500/5005] lr: 1.2237e-02 eta: 4:44:29 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0161 2022/12/05 07:03:01 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:03:09 - mmengine - INFO - Epoch(train) [93][3600/5005] lr: 1.2220e-02 eta: 4:44:17 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.0933 2022/12/05 07:03:22 - mmengine - INFO - Epoch(train) [93][3700/5005] lr: 1.2202e-02 eta: 4:44:04 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0331 2022/12/05 07:03:34 - mmengine - INFO - Epoch(train) [93][3800/5005] lr: 1.2185e-02 eta: 4:43:52 time: 0.1282 data_time: 0.0019 memory: 4034 loss: 0.9872 2022/12/05 07:03:47 - mmengine - INFO - Epoch(train) [93][3900/5005] lr: 1.2168e-02 eta: 4:43:40 time: 0.1270 data_time: 0.0018 memory: 4034 loss: 1.2170 2022/12/05 07:04:00 - mmengine - INFO - Epoch(train) [93][4000/5005] lr: 1.2151e-02 eta: 4:43:27 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9711 2022/12/05 07:04:13 - mmengine - INFO - Epoch(train) [93][4100/5005] lr: 1.2134e-02 eta: 4:43:15 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9649 2022/12/05 07:04:25 - mmengine - INFO - Epoch(train) [93][4200/5005] lr: 1.2117e-02 eta: 4:43:02 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.0665 2022/12/05 07:04:38 - mmengine - INFO - Epoch(train) [93][4300/5005] lr: 1.2100e-02 eta: 4:42:50 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.3482 2022/12/05 07:04:51 - mmengine - INFO - Epoch(train) [93][4400/5005] lr: 1.2083e-02 eta: 4:42:37 time: 0.1260 data_time: 0.0019 memory: 4034 loss: 1.1730 2022/12/05 07:05:04 - mmengine - INFO - Epoch(train) [93][4500/5005] lr: 1.2066e-02 eta: 4:42:25 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1221 2022/12/05 07:05:09 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:05:16 - mmengine - INFO - Epoch(train) [93][4600/5005] lr: 1.2049e-02 eta: 4:42:12 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0445 2022/12/05 07:05:29 - mmengine - INFO - Epoch(train) [93][4700/5005] lr: 1.2032e-02 eta: 4:42:00 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0905 2022/12/05 07:05:42 - mmengine - INFO - Epoch(train) [93][4800/5005] lr: 1.2015e-02 eta: 4:41:47 time: 0.1260 data_time: 0.0019 memory: 4034 loss: 1.0921 2022/12/05 07:05:54 - mmengine - INFO - Epoch(train) [93][4900/5005] lr: 1.1998e-02 eta: 4:41:35 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0698 2022/12/05 07:06:07 - mmengine - INFO - Epoch(train) [93][5000/5005] lr: 1.1981e-02 eta: 4:41:23 time: 0.1271 data_time: 0.0026 memory: 4034 loss: 1.2096 2022/12/05 07:06:08 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:06:08 - mmengine - INFO - Saving checkpoint at 93 epochs 2022/12/05 07:06:15 - mmengine - INFO - Epoch(val) [93][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0083 memory: 4034 2022/12/05 07:06:27 - mmengine - INFO - Epoch(val) [93][196/196] accuracy/top1: 74.5800 accuracy/top5: 92.3440 2022/12/05 07:06:41 - mmengine - INFO - Epoch(train) [94][ 100/5005] lr: 1.1963e-02 eta: 4:41:10 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.1098 2022/12/05 07:06:53 - mmengine - INFO - Epoch(train) [94][ 200/5005] lr: 1.1946e-02 eta: 4:40:57 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.0768 2022/12/05 07:07:06 - mmengine - INFO - Epoch(train) [94][ 300/5005] lr: 1.1929e-02 eta: 4:40:45 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 0.8824 2022/12/05 07:07:19 - mmengine - INFO - Epoch(train) [94][ 400/5005] lr: 1.1912e-02 eta: 4:40:32 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9348 2022/12/05 07:07:32 - mmengine - INFO - Epoch(train) [94][ 500/5005] lr: 1.1895e-02 eta: 4:40:20 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0809 2022/12/05 07:07:36 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:07:44 - mmengine - INFO - Epoch(train) [94][ 600/5005] lr: 1.1878e-02 eta: 4:40:07 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0104 2022/12/05 07:07:57 - mmengine - INFO - Epoch(train) [94][ 700/5005] lr: 1.1861e-02 eta: 4:39:55 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1535 2022/12/05 07:08:10 - mmengine - INFO - Epoch(train) [94][ 800/5005] lr: 1.1844e-02 eta: 4:39:42 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1419 2022/12/05 07:08:22 - mmengine - INFO - Epoch(train) [94][ 900/5005] lr: 1.1827e-02 eta: 4:39:30 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.8717 2022/12/05 07:08:35 - mmengine - INFO - Epoch(train) [94][1000/5005] lr: 1.1811e-02 eta: 4:39:17 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9496 2022/12/05 07:08:48 - mmengine - INFO - Epoch(train) [94][1100/5005] lr: 1.1794e-02 eta: 4:39:05 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0707 2022/12/05 07:09:01 - mmengine - INFO - Epoch(train) [94][1200/5005] lr: 1.1777e-02 eta: 4:38:53 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0924 2022/12/05 07:09:13 - mmengine - INFO - Epoch(train) [94][1300/5005] lr: 1.1760e-02 eta: 4:38:40 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1130 2022/12/05 07:09:26 - mmengine - INFO - Epoch(train) [94][1400/5005] lr: 1.1743e-02 eta: 4:38:28 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 0.8837 2022/12/05 07:09:39 - mmengine - INFO - Epoch(train) [94][1500/5005] lr: 1.1726e-02 eta: 4:38:15 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0965 2022/12/05 07:09:43 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:09:52 - mmengine - INFO - Epoch(train) [94][1600/5005] lr: 1.1709e-02 eta: 4:38:03 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0695 2022/12/05 07:10:04 - mmengine - INFO - Epoch(train) [94][1700/5005] lr: 1.1693e-02 eta: 4:37:50 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.9925 2022/12/05 07:10:17 - mmengine - INFO - Epoch(train) [94][1800/5005] lr: 1.1676e-02 eta: 4:37:38 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1594 2022/12/05 07:10:30 - mmengine - INFO - Epoch(train) [94][1900/5005] lr: 1.1659e-02 eta: 4:37:25 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 1.2011 2022/12/05 07:10:42 - mmengine - INFO - Epoch(train) [94][2000/5005] lr: 1.1642e-02 eta: 4:37:13 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0043 2022/12/05 07:10:55 - mmengine - INFO - Epoch(train) [94][2100/5005] lr: 1.1625e-02 eta: 4:37:00 time: 0.1262 data_time: 0.0021 memory: 4034 loss: 0.9192 2022/12/05 07:11:08 - mmengine - INFO - Epoch(train) [94][2200/5005] lr: 1.1609e-02 eta: 4:36:48 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0314 2022/12/05 07:11:21 - mmengine - INFO - Epoch(train) [94][2300/5005] lr: 1.1592e-02 eta: 4:36:36 time: 0.1260 data_time: 0.0019 memory: 4034 loss: 1.1321 2022/12/05 07:11:33 - mmengine - INFO - Epoch(train) [94][2400/5005] lr: 1.1575e-02 eta: 4:36:23 time: 0.1271 data_time: 0.0018 memory: 4034 loss: 1.1326 2022/12/05 07:11:46 - mmengine - INFO - Epoch(train) [94][2500/5005] lr: 1.1558e-02 eta: 4:36:11 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2036 2022/12/05 07:11:51 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:11:59 - mmengine - INFO - Epoch(train) [94][2600/5005] lr: 1.1542e-02 eta: 4:35:58 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.0035 2022/12/05 07:12:12 - mmengine - INFO - Epoch(train) [94][2700/5005] lr: 1.1525e-02 eta: 4:35:46 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.8881 2022/12/05 07:12:24 - mmengine - INFO - Epoch(train) [94][2800/5005] lr: 1.1508e-02 eta: 4:35:33 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0945 2022/12/05 07:12:37 - mmengine - INFO - Epoch(train) [94][2900/5005] lr: 1.1492e-02 eta: 4:35:21 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.9831 2022/12/05 07:12:50 - mmengine - INFO - Epoch(train) [94][3000/5005] lr: 1.1475e-02 eta: 4:35:08 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9947 2022/12/05 07:13:03 - mmengine - INFO - Epoch(train) [94][3100/5005] lr: 1.1458e-02 eta: 4:34:56 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.1108 2022/12/05 07:13:15 - mmengine - INFO - Epoch(train) [94][3200/5005] lr: 1.1442e-02 eta: 4:34:43 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0940 2022/12/05 07:13:28 - mmengine - INFO - Epoch(train) [94][3300/5005] lr: 1.1425e-02 eta: 4:34:31 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.9583 2022/12/05 07:13:41 - mmengine - INFO - Epoch(train) [94][3400/5005] lr: 1.1408e-02 eta: 4:34:19 time: 0.1261 data_time: 0.0017 memory: 4034 loss: 0.9329 2022/12/05 07:13:53 - mmengine - INFO - Epoch(train) [94][3500/5005] lr: 1.1392e-02 eta: 4:34:06 time: 0.1262 data_time: 0.0017 memory: 4034 loss: 1.0084 2022/12/05 07:13:58 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:14:06 - mmengine - INFO - Epoch(train) [94][3600/5005] lr: 1.1375e-02 eta: 4:33:54 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0312 2022/12/05 07:14:19 - mmengine - INFO - Epoch(train) [94][3700/5005] lr: 1.1359e-02 eta: 4:33:41 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.1480 2022/12/05 07:14:32 - mmengine - INFO - Epoch(train) [94][3800/5005] lr: 1.1342e-02 eta: 4:33:29 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1088 2022/12/05 07:14:45 - mmengine - INFO - Epoch(train) [94][3900/5005] lr: 1.1325e-02 eta: 4:33:16 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1292 2022/12/05 07:14:57 - mmengine - INFO - Epoch(train) [94][4000/5005] lr: 1.1309e-02 eta: 4:33:04 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0376 2022/12/05 07:15:10 - mmengine - INFO - Epoch(train) [94][4100/5005] lr: 1.1292e-02 eta: 4:32:51 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.1043 2022/12/05 07:15:23 - mmengine - INFO - Epoch(train) [94][4200/5005] lr: 1.1276e-02 eta: 4:32:39 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0255 2022/12/05 07:15:35 - mmengine - INFO - Epoch(train) [94][4300/5005] lr: 1.1259e-02 eta: 4:32:26 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.9938 2022/12/05 07:15:48 - mmengine - INFO - Epoch(train) [94][4400/5005] lr: 1.1243e-02 eta: 4:32:14 time: 0.1260 data_time: 0.0019 memory: 4034 loss: 1.0539 2022/12/05 07:16:01 - mmengine - INFO - Epoch(train) [94][4500/5005] lr: 1.1226e-02 eta: 4:32:02 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0469 2022/12/05 07:16:05 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:16:14 - mmengine - INFO - Epoch(train) [94][4600/5005] lr: 1.1210e-02 eta: 4:31:49 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2375 2022/12/05 07:16:26 - mmengine - INFO - Epoch(train) [94][4700/5005] lr: 1.1193e-02 eta: 4:31:37 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0981 2022/12/05 07:16:39 - mmengine - INFO - Epoch(train) [94][4800/5005] lr: 1.1177e-02 eta: 4:31:24 time: 0.1269 data_time: 0.0018 memory: 4034 loss: 0.9732 2022/12/05 07:16:52 - mmengine - INFO - Epoch(train) [94][4900/5005] lr: 1.1160e-02 eta: 4:31:12 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9542 2022/12/05 07:17:05 - mmengine - INFO - Epoch(train) [94][5000/5005] lr: 1.1144e-02 eta: 4:30:59 time: 0.1271 data_time: 0.0027 memory: 4034 loss: 0.9827 2022/12/05 07:17:05 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:17:05 - mmengine - INFO - Saving checkpoint at 94 epochs 2022/12/05 07:17:12 - mmengine - INFO - Epoch(val) [94][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0081 memory: 4034 2022/12/05 07:17:25 - mmengine - INFO - Epoch(val) [94][196/196] accuracy/top1: 74.7240 accuracy/top5: 92.4040 2022/12/05 07:17:38 - mmengine - INFO - Epoch(train) [95][ 100/5005] lr: 1.1126e-02 eta: 4:30:46 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 0.8994 2022/12/05 07:17:51 - mmengine - INFO - Epoch(train) [95][ 200/5005] lr: 1.1110e-02 eta: 4:30:34 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0507 2022/12/05 07:18:03 - mmengine - INFO - Epoch(train) [95][ 300/5005] lr: 1.1094e-02 eta: 4:30:21 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.0035 2022/12/05 07:18:16 - mmengine - INFO - Epoch(train) [95][ 400/5005] lr: 1.1077e-02 eta: 4:30:09 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.9729 2022/12/05 07:18:29 - mmengine - INFO - Epoch(train) [95][ 500/5005] lr: 1.1061e-02 eta: 4:29:56 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 0.9262 2022/12/05 07:18:33 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:18:42 - mmengine - INFO - Epoch(train) [95][ 600/5005] lr: 1.1044e-02 eta: 4:29:44 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0093 2022/12/05 07:18:54 - mmengine - INFO - Epoch(train) [95][ 700/5005] lr: 1.1028e-02 eta: 4:29:31 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1091 2022/12/05 07:19:07 - mmengine - INFO - Epoch(train) [95][ 800/5005] lr: 1.1012e-02 eta: 4:29:19 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0667 2022/12/05 07:19:20 - mmengine - INFO - Epoch(train) [95][ 900/5005] lr: 1.0995e-02 eta: 4:29:07 time: 0.1267 data_time: 0.0018 memory: 4034 loss: 1.1794 2022/12/05 07:19:33 - mmengine - INFO - Epoch(train) [95][1000/5005] lr: 1.0979e-02 eta: 4:28:54 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.2193 2022/12/05 07:19:45 - mmengine - INFO - Epoch(train) [95][1100/5005] lr: 1.0962e-02 eta: 4:28:42 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0053 2022/12/05 07:19:58 - mmengine - INFO - Epoch(train) [95][1200/5005] lr: 1.0946e-02 eta: 4:28:29 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.9534 2022/12/05 07:20:11 - mmengine - INFO - Epoch(train) [95][1300/5005] lr: 1.0930e-02 eta: 4:28:17 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1532 2022/12/05 07:20:23 - mmengine - INFO - Epoch(train) [95][1400/5005] lr: 1.0913e-02 eta: 4:28:04 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0594 2022/12/05 07:20:36 - mmengine - INFO - Epoch(train) [95][1500/5005] lr: 1.0897e-02 eta: 4:27:52 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 1.0120 2022/12/05 07:20:40 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:20:49 - mmengine - INFO - Epoch(train) [95][1600/5005] lr: 1.0881e-02 eta: 4:27:39 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9628 2022/12/05 07:21:02 - mmengine - INFO - Epoch(train) [95][1700/5005] lr: 1.0865e-02 eta: 4:27:27 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9734 2022/12/05 07:21:14 - mmengine - INFO - Epoch(train) [95][1800/5005] lr: 1.0848e-02 eta: 4:27:14 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0461 2022/12/05 07:21:27 - mmengine - INFO - Epoch(train) [95][1900/5005] lr: 1.0832e-02 eta: 4:27:02 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0408 2022/12/05 07:21:40 - mmengine - INFO - Epoch(train) [95][2000/5005] lr: 1.0816e-02 eta: 4:26:49 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.8954 2022/12/05 07:21:53 - mmengine - INFO - Epoch(train) [95][2100/5005] lr: 1.0800e-02 eta: 4:26:37 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 0.9604 2022/12/05 07:22:05 - mmengine - INFO - Epoch(train) [95][2200/5005] lr: 1.0783e-02 eta: 4:26:25 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.9751 2022/12/05 07:22:18 - mmengine - INFO - Epoch(train) [95][2300/5005] lr: 1.0767e-02 eta: 4:26:12 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2393 2022/12/05 07:22:31 - mmengine - INFO - Epoch(train) [95][2400/5005] lr: 1.0751e-02 eta: 4:26:00 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9701 2022/12/05 07:22:44 - mmengine - INFO - Epoch(train) [95][2500/5005] lr: 1.0735e-02 eta: 4:25:47 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 0.8794 2022/12/05 07:22:47 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:22:56 - mmengine - INFO - Epoch(train) [95][2600/5005] lr: 1.0719e-02 eta: 4:25:35 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.1310 2022/12/05 07:23:09 - mmengine - INFO - Epoch(train) [95][2700/5005] lr: 1.0702e-02 eta: 4:25:22 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 1.1603 2022/12/05 07:23:22 - mmengine - INFO - Epoch(train) [95][2800/5005] lr: 1.0686e-02 eta: 4:25:10 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0522 2022/12/05 07:23:34 - mmengine - INFO - Epoch(train) [95][2900/5005] lr: 1.0670e-02 eta: 4:24:57 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9496 2022/12/05 07:23:47 - mmengine - INFO - Epoch(train) [95][3000/5005] lr: 1.0654e-02 eta: 4:24:45 time: 0.1268 data_time: 0.0018 memory: 4034 loss: 1.1388 2022/12/05 07:24:00 - mmengine - INFO - Epoch(train) [95][3100/5005] lr: 1.0638e-02 eta: 4:24:32 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.1079 2022/12/05 07:24:13 - mmengine - INFO - Epoch(train) [95][3200/5005] lr: 1.0622e-02 eta: 4:24:20 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.0252 2022/12/05 07:24:25 - mmengine - INFO - Epoch(train) [95][3300/5005] lr: 1.0606e-02 eta: 4:24:08 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.0490 2022/12/05 07:24:38 - mmengine - INFO - Epoch(train) [95][3400/5005] lr: 1.0589e-02 eta: 4:23:55 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.3394 2022/12/05 07:24:51 - mmengine - INFO - Epoch(train) [95][3500/5005] lr: 1.0573e-02 eta: 4:23:43 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1154 2022/12/05 07:24:55 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:25:04 - mmengine - INFO - Epoch(train) [95][3600/5005] lr: 1.0557e-02 eta: 4:23:30 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9976 2022/12/05 07:25:16 - mmengine - INFO - Epoch(train) [95][3700/5005] lr: 1.0541e-02 eta: 4:23:18 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1563 2022/12/05 07:25:29 - mmengine - INFO - Epoch(train) [95][3800/5005] lr: 1.0525e-02 eta: 4:23:05 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0797 2022/12/05 07:25:42 - mmengine - INFO - Epoch(train) [95][3900/5005] lr: 1.0509e-02 eta: 4:22:53 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.1781 2022/12/05 07:25:55 - mmengine - INFO - Epoch(train) [95][4000/5005] lr: 1.0493e-02 eta: 4:22:40 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9780 2022/12/05 07:26:07 - mmengine - INFO - Epoch(train) [95][4100/5005] lr: 1.0477e-02 eta: 4:22:28 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 1.2255 2022/12/05 07:26:20 - mmengine - INFO - Epoch(train) [95][4200/5005] lr: 1.0461e-02 eta: 4:22:15 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1621 2022/12/05 07:26:33 - mmengine - INFO - Epoch(train) [95][4300/5005] lr: 1.0445e-02 eta: 4:22:03 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 0.9500 2022/12/05 07:26:46 - mmengine - INFO - Epoch(train) [95][4400/5005] lr: 1.0429e-02 eta: 4:21:51 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0306 2022/12/05 07:26:58 - mmengine - INFO - Epoch(train) [95][4500/5005] lr: 1.0413e-02 eta: 4:21:38 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9953 2022/12/05 07:27:02 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:27:11 - mmengine - INFO - Epoch(train) [95][4600/5005] lr: 1.0397e-02 eta: 4:21:26 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 0.9940 2022/12/05 07:27:24 - mmengine - INFO - Epoch(train) [95][4700/5005] lr: 1.0381e-02 eta: 4:21:13 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0894 2022/12/05 07:27:37 - mmengine - INFO - Epoch(train) [95][4800/5005] lr: 1.0365e-02 eta: 4:21:01 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.9030 2022/12/05 07:27:49 - mmengine - INFO - Epoch(train) [95][4900/5005] lr: 1.0349e-02 eta: 4:20:48 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1777 2022/12/05 07:28:02 - mmengine - INFO - Epoch(train) [95][5000/5005] lr: 1.0333e-02 eta: 4:20:36 time: 0.1272 data_time: 0.0026 memory: 4034 loss: 1.0233 2022/12/05 07:28:03 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:28:03 - mmengine - INFO - Saving checkpoint at 95 epochs 2022/12/05 07:28:10 - mmengine - INFO - Epoch(val) [95][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0082 memory: 4034 2022/12/05 07:28:23 - mmengine - INFO - Epoch(val) [95][196/196] accuracy/top1: 75.2120 accuracy/top5: 92.4540 2022/12/05 07:28:36 - mmengine - INFO - Epoch(train) [96][ 100/5005] lr: 1.0317e-02 eta: 4:20:23 time: 0.1260 data_time: 0.0019 memory: 4034 loss: 0.9666 2022/12/05 07:28:48 - mmengine - INFO - Epoch(train) [96][ 200/5005] lr: 1.0301e-02 eta: 4:20:10 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.7942 2022/12/05 07:29:01 - mmengine - INFO - Epoch(train) [96][ 300/5005] lr: 1.0285e-02 eta: 4:19:58 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.7702 2022/12/05 07:29:14 - mmengine - INFO - Epoch(train) [96][ 400/5005] lr: 1.0269e-02 eta: 4:19:45 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0744 2022/12/05 07:29:26 - mmengine - INFO - Epoch(train) [96][ 500/5005] lr: 1.0253e-02 eta: 4:19:33 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2280 2022/12/05 07:29:30 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:29:39 - mmengine - INFO - Epoch(train) [96][ 600/5005] lr: 1.0237e-02 eta: 4:19:20 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0410 2022/12/05 07:29:52 - mmengine - INFO - Epoch(train) [96][ 700/5005] lr: 1.0221e-02 eta: 4:19:08 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0352 2022/12/05 07:30:05 - mmengine - INFO - Epoch(train) [96][ 800/5005] lr: 1.0205e-02 eta: 4:18:55 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 0.8959 2022/12/05 07:30:17 - mmengine - INFO - Epoch(train) [96][ 900/5005] lr: 1.0190e-02 eta: 4:18:43 time: 0.1259 data_time: 0.0018 memory: 4034 loss: 1.0385 2022/12/05 07:30:30 - mmengine - INFO - Epoch(train) [96][1000/5005] lr: 1.0174e-02 eta: 4:18:31 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1040 2022/12/05 07:30:43 - mmengine - INFO - Epoch(train) [96][1100/5005] lr: 1.0158e-02 eta: 4:18:18 time: 0.1267 data_time: 0.0018 memory: 4034 loss: 0.9520 2022/12/05 07:30:56 - mmengine - INFO - Epoch(train) [96][1200/5005] lr: 1.0142e-02 eta: 4:18:06 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 1.1241 2022/12/05 07:31:08 - mmengine - INFO - Epoch(train) [96][1300/5005] lr: 1.0126e-02 eta: 4:17:53 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0913 2022/12/05 07:31:21 - mmengine - INFO - Epoch(train) [96][1400/5005] lr: 1.0111e-02 eta: 4:17:41 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9069 2022/12/05 07:31:34 - mmengine - INFO - Epoch(train) [96][1500/5005] lr: 1.0095e-02 eta: 4:17:28 time: 0.1262 data_time: 0.0020 memory: 4034 loss: 1.0439 2022/12/05 07:31:37 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:31:46 - mmengine - INFO - Epoch(train) [96][1600/5005] lr: 1.0079e-02 eta: 4:17:16 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0935 2022/12/05 07:31:59 - mmengine - INFO - Epoch(train) [96][1700/5005] lr: 1.0063e-02 eta: 4:17:03 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 1.0048 2022/12/05 07:32:12 - mmengine - INFO - Epoch(train) [96][1800/5005] lr: 1.0048e-02 eta: 4:16:51 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0241 2022/12/05 07:32:25 - mmengine - INFO - Epoch(train) [96][1900/5005] lr: 1.0032e-02 eta: 4:16:38 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.0329 2022/12/05 07:32:37 - mmengine - INFO - Epoch(train) [96][2000/5005] lr: 1.0016e-02 eta: 4:16:26 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0054 2022/12/05 07:32:50 - mmengine - INFO - Epoch(train) [96][2100/5005] lr: 1.0001e-02 eta: 4:16:13 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.9860 2022/12/05 07:33:03 - mmengine - INFO - Epoch(train) [96][2200/5005] lr: 9.9849e-03 eta: 4:16:01 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0402 2022/12/05 07:33:16 - mmengine - INFO - Epoch(train) [96][2300/5005] lr: 9.9692e-03 eta: 4:15:49 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.9876 2022/12/05 07:33:28 - mmengine - INFO - Epoch(train) [96][2400/5005] lr: 9.9535e-03 eta: 4:15:36 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1442 2022/12/05 07:33:41 - mmengine - INFO - Epoch(train) [96][2500/5005] lr: 9.9379e-03 eta: 4:15:24 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9934 2022/12/05 07:33:44 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:33:54 - mmengine - INFO - Epoch(train) [96][2600/5005] lr: 9.9222e-03 eta: 4:15:11 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0097 2022/12/05 07:34:07 - mmengine - INFO - Epoch(train) [96][2700/5005] lr: 9.9066e-03 eta: 4:14:59 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9123 2022/12/05 07:34:19 - mmengine - INFO - Epoch(train) [96][2800/5005] lr: 9.8910e-03 eta: 4:14:46 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 1.0690 2022/12/05 07:34:32 - mmengine - INFO - Epoch(train) [96][2900/5005] lr: 9.8753e-03 eta: 4:14:34 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0361 2022/12/05 07:34:45 - mmengine - INFO - Epoch(train) [96][3000/5005] lr: 9.8597e-03 eta: 4:14:21 time: 0.1260 data_time: 0.0018 memory: 4034 loss: 0.9659 2022/12/05 07:34:57 - mmengine - INFO - Epoch(train) [96][3100/5005] lr: 9.8442e-03 eta: 4:14:09 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.9877 2022/12/05 07:35:10 - mmengine - INFO - Epoch(train) [96][3200/5005] lr: 9.8286e-03 eta: 4:13:56 time: 0.1280 data_time: 0.0018 memory: 4034 loss: 0.8849 2022/12/05 07:35:23 - mmengine - INFO - Epoch(train) [96][3300/5005] lr: 9.8130e-03 eta: 4:13:44 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9536 2022/12/05 07:35:36 - mmengine - INFO - Epoch(train) [96][3400/5005] lr: 9.7975e-03 eta: 4:13:31 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0707 2022/12/05 07:35:48 - mmengine - INFO - Epoch(train) [96][3500/5005] lr: 9.7819e-03 eta: 4:13:19 time: 0.1302 data_time: 0.0018 memory: 4034 loss: 1.0952 2022/12/05 07:35:52 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:36:01 - mmengine - INFO - Epoch(train) [96][3600/5005] lr: 9.7664e-03 eta: 4:13:07 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1366 2022/12/05 07:36:14 - mmengine - INFO - Epoch(train) [96][3700/5005] lr: 9.7509e-03 eta: 4:12:54 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0038 2022/12/05 07:36:27 - mmengine - INFO - Epoch(train) [96][3800/5005] lr: 9.7353e-03 eta: 4:12:42 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1755 2022/12/05 07:36:39 - mmengine - INFO - Epoch(train) [96][3900/5005] lr: 9.7198e-03 eta: 4:12:29 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9842 2022/12/05 07:36:52 - mmengine - INFO - Epoch(train) [96][4000/5005] lr: 9.7044e-03 eta: 4:12:17 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0694 2022/12/05 07:37:05 - mmengine - INFO - Epoch(train) [96][4100/5005] lr: 9.6889e-03 eta: 4:12:04 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0080 2022/12/05 07:37:18 - mmengine - INFO - Epoch(train) [96][4200/5005] lr: 9.6734e-03 eta: 4:11:52 time: 0.1329 data_time: 0.0018 memory: 4034 loss: 1.0441 2022/12/05 07:37:30 - mmengine - INFO - Epoch(train) [96][4300/5005] lr: 9.6580e-03 eta: 4:11:39 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8122 2022/12/05 07:37:43 - mmengine - INFO - Epoch(train) [96][4400/5005] lr: 9.6425e-03 eta: 4:11:27 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.1752 2022/12/05 07:37:56 - mmengine - INFO - Epoch(train) [96][4500/5005] lr: 9.6271e-03 eta: 4:11:14 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.1016 2022/12/05 07:37:59 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:38:09 - mmengine - INFO - Epoch(train) [96][4600/5005] lr: 9.6117e-03 eta: 4:11:02 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0733 2022/12/05 07:38:21 - mmengine - INFO - Epoch(train) [96][4700/5005] lr: 9.5962e-03 eta: 4:10:49 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0383 2022/12/05 07:38:34 - mmengine - INFO - Epoch(train) [96][4800/5005] lr: 9.5808e-03 eta: 4:10:37 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.2360 2022/12/05 07:38:47 - mmengine - INFO - Epoch(train) [96][4900/5005] lr: 9.5655e-03 eta: 4:10:25 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9593 2022/12/05 07:39:00 - mmengine - INFO - Epoch(train) [96][5000/5005] lr: 9.5501e-03 eta: 4:10:12 time: 0.1273 data_time: 0.0026 memory: 4034 loss: 1.0009 2022/12/05 07:39:00 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:39:00 - mmengine - INFO - Saving checkpoint at 96 epochs 2022/12/05 07:39:07 - mmengine - INFO - Epoch(val) [96][100/196] eta: 0:00:03 time: 0.0374 data_time: 0.0102 memory: 4034 2022/12/05 07:39:20 - mmengine - INFO - Epoch(val) [96][196/196] accuracy/top1: 75.4560 accuracy/top5: 92.7060 2022/12/05 07:39:33 - mmengine - INFO - Epoch(train) [97][ 100/5005] lr: 9.5339e-03 eta: 4:09:59 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.8978 2022/12/05 07:39:46 - mmengine - INFO - Epoch(train) [97][ 200/5005] lr: 9.5186e-03 eta: 4:09:47 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9892 2022/12/05 07:39:59 - mmengine - INFO - Epoch(train) [97][ 300/5005] lr: 9.5032e-03 eta: 4:09:34 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9833 2022/12/05 07:40:11 - mmengine - INFO - Epoch(train) [97][ 400/5005] lr: 9.4879e-03 eta: 4:09:22 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9188 2022/12/05 07:40:24 - mmengine - INFO - Epoch(train) [97][ 500/5005] lr: 9.4726e-03 eta: 4:09:09 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.0661 2022/12/05 07:40:27 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:40:37 - mmengine - INFO - Epoch(train) [97][ 600/5005] lr: 9.4573e-03 eta: 4:08:57 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.2090 2022/12/05 07:40:50 - mmengine - INFO - Epoch(train) [97][ 700/5005] lr: 9.4420e-03 eta: 4:08:44 time: 0.1267 data_time: 0.0018 memory: 4034 loss: 0.8049 2022/12/05 07:41:02 - mmengine - INFO - Epoch(train) [97][ 800/5005] lr: 9.4267e-03 eta: 4:08:32 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 1.0141 2022/12/05 07:41:15 - mmengine - INFO - Epoch(train) [97][ 900/5005] lr: 9.4114e-03 eta: 4:08:19 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 1.0440 2022/12/05 07:41:28 - mmengine - INFO - Epoch(train) [97][1000/5005] lr: 9.3961e-03 eta: 4:08:07 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 0.9775 2022/12/05 07:41:41 - mmengine - INFO - Epoch(train) [97][1100/5005] lr: 9.3809e-03 eta: 4:07:54 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 1.1015 2022/12/05 07:41:53 - mmengine - INFO - Epoch(train) [97][1200/5005] lr: 9.3656e-03 eta: 4:07:42 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.9551 2022/12/05 07:42:06 - mmengine - INFO - Epoch(train) [97][1300/5005] lr: 9.3504e-03 eta: 4:07:30 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 0.8879 2022/12/05 07:42:19 - mmengine - INFO - Epoch(train) [97][1400/5005] lr: 9.3352e-03 eta: 4:07:17 time: 0.1269 data_time: 0.0018 memory: 4034 loss: 1.0510 2022/12/05 07:42:32 - mmengine - INFO - Epoch(train) [97][1500/5005] lr: 9.3200e-03 eta: 4:07:05 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9323 2022/12/05 07:42:34 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:42:44 - mmengine - INFO - Epoch(train) [97][1600/5005] lr: 9.3048e-03 eta: 4:06:52 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9490 2022/12/05 07:42:57 - mmengine - INFO - Epoch(train) [97][1700/5005] lr: 9.2896e-03 eta: 4:06:40 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 0.8697 2022/12/05 07:43:10 - mmengine - INFO - Epoch(train) [97][1800/5005] lr: 9.2744e-03 eta: 4:06:27 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9807 2022/12/05 07:43:23 - mmengine - INFO - Epoch(train) [97][1900/5005] lr: 9.2592e-03 eta: 4:06:15 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.7892 2022/12/05 07:43:35 - mmengine - INFO - Epoch(train) [97][2000/5005] lr: 9.2441e-03 eta: 4:06:02 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9672 2022/12/05 07:43:48 - mmengine - INFO - Epoch(train) [97][2100/5005] lr: 9.2289e-03 eta: 4:05:50 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9217 2022/12/05 07:44:01 - mmengine - INFO - Epoch(train) [97][2200/5005] lr: 9.2138e-03 eta: 4:05:37 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0098 2022/12/05 07:44:14 - mmengine - INFO - Epoch(train) [97][2300/5005] lr: 9.1987e-03 eta: 4:05:25 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 1.2304 2022/12/05 07:44:26 - mmengine - INFO - Epoch(train) [97][2400/5005] lr: 9.1836e-03 eta: 4:05:12 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 1.0353 2022/12/05 07:44:39 - mmengine - INFO - Epoch(train) [97][2500/5005] lr: 9.1685e-03 eta: 4:05:00 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0258 2022/12/05 07:44:42 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:44:52 - mmengine - INFO - Epoch(train) [97][2600/5005] lr: 9.1534e-03 eta: 4:04:47 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9762 2022/12/05 07:45:05 - mmengine - INFO - Epoch(train) [97][2700/5005] lr: 9.1383e-03 eta: 4:04:35 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0057 2022/12/05 07:45:17 - mmengine - INFO - Epoch(train) [97][2800/5005] lr: 9.1232e-03 eta: 4:04:23 time: 0.1269 data_time: 0.0018 memory: 4034 loss: 0.9744 2022/12/05 07:45:30 - mmengine - INFO - Epoch(train) [97][2900/5005] lr: 9.1082e-03 eta: 4:04:10 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 1.0765 2022/12/05 07:45:43 - mmengine - INFO - Epoch(train) [97][3000/5005] lr: 9.0931e-03 eta: 4:03:58 time: 0.1270 data_time: 0.0019 memory: 4034 loss: 1.1324 2022/12/05 07:45:56 - mmengine - INFO - Epoch(train) [97][3100/5005] lr: 9.0781e-03 eta: 4:03:45 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9004 2022/12/05 07:46:08 - mmengine - INFO - Epoch(train) [97][3200/5005] lr: 9.0631e-03 eta: 4:03:33 time: 0.1271 data_time: 0.0018 memory: 4034 loss: 0.8476 2022/12/05 07:46:21 - mmengine - INFO - Epoch(train) [97][3300/5005] lr: 9.0480e-03 eta: 4:03:20 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 0.8929 2022/12/05 07:46:34 - mmengine - INFO - Epoch(train) [97][3400/5005] lr: 9.0330e-03 eta: 4:03:08 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.9013 2022/12/05 07:46:47 - mmengine - INFO - Epoch(train) [97][3500/5005] lr: 9.0181e-03 eta: 4:02:55 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9310 2022/12/05 07:46:49 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:46:59 - mmengine - INFO - Epoch(train) [97][3600/5005] lr: 9.0031e-03 eta: 4:02:43 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.0090 2022/12/05 07:47:12 - mmengine - INFO - Epoch(train) [97][3700/5005] lr: 8.9881e-03 eta: 4:02:30 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9812 2022/12/05 07:47:25 - mmengine - INFO - Epoch(train) [97][3800/5005] lr: 8.9732e-03 eta: 4:02:18 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9100 2022/12/05 07:47:38 - mmengine - INFO - Epoch(train) [97][3900/5005] lr: 8.9582e-03 eta: 4:02:05 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9742 2022/12/05 07:47:50 - mmengine - INFO - Epoch(train) [97][4000/5005] lr: 8.9433e-03 eta: 4:01:53 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.8607 2022/12/05 07:48:03 - mmengine - INFO - Epoch(train) [97][4100/5005] lr: 8.9284e-03 eta: 4:01:41 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0363 2022/12/05 07:48:16 - mmengine - INFO - Epoch(train) [97][4200/5005] lr: 8.9135e-03 eta: 4:01:28 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 1.0326 2022/12/05 07:48:29 - mmengine - INFO - Epoch(train) [97][4300/5005] lr: 8.8986e-03 eta: 4:01:16 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9581 2022/12/05 07:48:41 - mmengine - INFO - Epoch(train) [97][4400/5005] lr: 8.8837e-03 eta: 4:01:03 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0229 2022/12/05 07:48:54 - mmengine - INFO - Epoch(train) [97][4500/5005] lr: 8.8688e-03 eta: 4:00:51 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0027 2022/12/05 07:48:57 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:49:07 - mmengine - INFO - Epoch(train) [97][4600/5005] lr: 8.8539e-03 eta: 4:00:38 time: 0.1269 data_time: 0.0019 memory: 4034 loss: 1.1805 2022/12/05 07:49:20 - mmengine - INFO - Epoch(train) [97][4700/5005] lr: 8.8391e-03 eta: 4:00:26 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.8726 2022/12/05 07:49:32 - mmengine - INFO - Epoch(train) [97][4800/5005] lr: 8.8242e-03 eta: 4:00:13 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0322 2022/12/05 07:49:45 - mmengine - INFO - Epoch(train) [97][4900/5005] lr: 8.8094e-03 eta: 4:00:01 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.0828 2022/12/05 07:49:58 - mmengine - INFO - Epoch(train) [97][5000/5005] lr: 8.7946e-03 eta: 3:59:48 time: 0.1272 data_time: 0.0027 memory: 4034 loss: 1.2139 2022/12/05 07:49:58 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:49:58 - mmengine - INFO - Saving checkpoint at 97 epochs 2022/12/05 07:50:05 - mmengine - INFO - Epoch(val) [97][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0081 memory: 4034 2022/12/05 07:50:19 - mmengine - INFO - Epoch(val) [97][196/196] accuracy/top1: 75.4880 accuracy/top5: 92.7920 2022/12/05 07:50:32 - mmengine - INFO - Epoch(train) [98][ 100/5005] lr: 8.7790e-03 eta: 3:59:35 time: 0.1267 data_time: 0.0018 memory: 4034 loss: 0.9399 2022/12/05 07:50:44 - mmengine - INFO - Epoch(train) [98][ 200/5005] lr: 8.7642e-03 eta: 3:59:23 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.0024 2022/12/05 07:50:57 - mmengine - INFO - Epoch(train) [98][ 300/5005] lr: 8.7494e-03 eta: 3:59:10 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0494 2022/12/05 07:51:10 - mmengine - INFO - Epoch(train) [98][ 400/5005] lr: 8.7347e-03 eta: 3:58:58 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9912 2022/12/05 07:51:23 - mmengine - INFO - Epoch(train) [98][ 500/5005] lr: 8.7199e-03 eta: 3:58:45 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9928 2022/12/05 07:51:25 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:51:35 - mmengine - INFO - Epoch(train) [98][ 600/5005] lr: 8.7052e-03 eta: 3:58:33 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.0604 2022/12/05 07:51:48 - mmengine - INFO - Epoch(train) [98][ 700/5005] lr: 8.6904e-03 eta: 3:58:20 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9969 2022/12/05 07:52:01 - mmengine - INFO - Epoch(train) [98][ 800/5005] lr: 8.6757e-03 eta: 3:58:08 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.8885 2022/12/05 07:52:14 - mmengine - INFO - Epoch(train) [98][ 900/5005] lr: 8.6610e-03 eta: 3:57:56 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9570 2022/12/05 07:52:26 - mmengine - INFO - Epoch(train) [98][1000/5005] lr: 8.6463e-03 eta: 3:57:43 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9390 2022/12/05 07:52:39 - mmengine - INFO - Epoch(train) [98][1100/5005] lr: 8.6316e-03 eta: 3:57:31 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0001 2022/12/05 07:52:52 - mmengine - INFO - Epoch(train) [98][1200/5005] lr: 8.6169e-03 eta: 3:57:18 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 1.0131 2022/12/05 07:53:05 - mmengine - INFO - Epoch(train) [98][1300/5005] lr: 8.6022e-03 eta: 3:57:06 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.8571 2022/12/05 07:53:17 - mmengine - INFO - Epoch(train) [98][1400/5005] lr: 8.5876e-03 eta: 3:56:53 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9406 2022/12/05 07:53:30 - mmengine - INFO - Epoch(train) [98][1500/5005] lr: 8.5729e-03 eta: 3:56:41 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9813 2022/12/05 07:53:32 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:53:43 - mmengine - INFO - Epoch(train) [98][1600/5005] lr: 8.5583e-03 eta: 3:56:28 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9682 2022/12/05 07:53:56 - mmengine - INFO - Epoch(train) [98][1700/5005] lr: 8.5436e-03 eta: 3:56:16 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 1.1225 2022/12/05 07:54:08 - mmengine - INFO - Epoch(train) [98][1800/5005] lr: 8.5290e-03 eta: 3:56:03 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.7884 2022/12/05 07:54:21 - mmengine - INFO - Epoch(train) [98][1900/5005] lr: 8.5144e-03 eta: 3:55:51 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0053 2022/12/05 07:54:34 - mmengine - INFO - Epoch(train) [98][2000/5005] lr: 8.4998e-03 eta: 3:55:38 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.1276 2022/12/05 07:54:47 - mmengine - INFO - Epoch(train) [98][2100/5005] lr: 8.4852e-03 eta: 3:55:26 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9808 2022/12/05 07:54:59 - mmengine - INFO - Epoch(train) [98][2200/5005] lr: 8.4707e-03 eta: 3:55:13 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9598 2022/12/05 07:55:12 - mmengine - INFO - Epoch(train) [98][2300/5005] lr: 8.4561e-03 eta: 3:55:01 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9289 2022/12/05 07:55:25 - mmengine - INFO - Epoch(train) [98][2400/5005] lr: 8.4416e-03 eta: 3:54:49 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.8729 2022/12/05 07:55:38 - mmengine - INFO - Epoch(train) [98][2500/5005] lr: 8.4270e-03 eta: 3:54:36 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9947 2022/12/05 07:55:39 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:55:50 - mmengine - INFO - Epoch(train) [98][2600/5005] lr: 8.4125e-03 eta: 3:54:24 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 1.1382 2022/12/05 07:56:03 - mmengine - INFO - Epoch(train) [98][2700/5005] lr: 8.3980e-03 eta: 3:54:11 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.1601 2022/12/05 07:56:16 - mmengine - INFO - Epoch(train) [98][2800/5005] lr: 8.3835e-03 eta: 3:53:59 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0735 2022/12/05 07:56:28 - mmengine - INFO - Epoch(train) [98][2900/5005] lr: 8.3690e-03 eta: 3:53:46 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9244 2022/12/05 07:56:41 - mmengine - INFO - Epoch(train) [98][3000/5005] lr: 8.3545e-03 eta: 3:53:34 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9575 2022/12/05 07:56:54 - mmengine - INFO - Epoch(train) [98][3100/5005] lr: 8.3400e-03 eta: 3:53:21 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 0.8284 2022/12/05 07:57:07 - mmengine - INFO - Epoch(train) [98][3200/5005] lr: 8.3256e-03 eta: 3:53:09 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 0.9898 2022/12/05 07:57:19 - mmengine - INFO - Epoch(train) [98][3300/5005] lr: 8.3111e-03 eta: 3:52:56 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0826 2022/12/05 07:57:32 - mmengine - INFO - Epoch(train) [98][3400/5005] lr: 8.2967e-03 eta: 3:52:44 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.8287 2022/12/05 07:57:45 - mmengine - INFO - Epoch(train) [98][3500/5005] lr: 8.2823e-03 eta: 3:52:31 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.8864 2022/12/05 07:57:47 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 07:57:58 - mmengine - INFO - Epoch(train) [98][3600/5005] lr: 8.2679e-03 eta: 3:52:19 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 0.8806 2022/12/05 07:58:10 - mmengine - INFO - Epoch(train) [98][3700/5005] lr: 8.2535e-03 eta: 3:52:06 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.9956 2022/12/05 07:58:23 - mmengine - INFO - Epoch(train) [98][3800/5005] lr: 8.2391e-03 eta: 3:51:54 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9891 2022/12/05 07:58:36 - mmengine - INFO - Epoch(train) [98][3900/5005] lr: 8.2247e-03 eta: 3:51:42 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0748 2022/12/05 07:58:49 - mmengine - INFO - Epoch(train) [98][4000/5005] lr: 8.2103e-03 eta: 3:51:29 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9258 2022/12/05 07:59:02 - mmengine - INFO - Epoch(train) [98][4100/5005] lr: 8.1960e-03 eta: 3:51:17 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 1.0815 2022/12/05 07:59:14 - mmengine - INFO - Epoch(train) [98][4200/5005] lr: 8.1817e-03 eta: 3:51:04 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 1.0682 2022/12/05 07:59:27 - mmengine - INFO - Epoch(train) [98][4300/5005] lr: 8.1673e-03 eta: 3:50:52 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9892 2022/12/05 07:59:40 - mmengine - INFO - Epoch(train) [98][4400/5005] lr: 8.1530e-03 eta: 3:50:39 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.8572 2022/12/05 07:59:53 - mmengine - INFO - Epoch(train) [98][4500/5005] lr: 8.1387e-03 eta: 3:50:27 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 1.0885 2022/12/05 07:59:54 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:00:05 - mmengine - INFO - Epoch(train) [98][4600/5005] lr: 8.1244e-03 eta: 3:50:14 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.9916 2022/12/05 08:00:18 - mmengine - INFO - Epoch(train) [98][4700/5005] lr: 8.1101e-03 eta: 3:50:02 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 1.0473 2022/12/05 08:00:31 - mmengine - INFO - Epoch(train) [98][4800/5005] lr: 8.0958e-03 eta: 3:49:49 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.9315 2022/12/05 08:00:44 - mmengine - INFO - Epoch(train) [98][4900/5005] lr: 8.0816e-03 eta: 3:49:37 time: 0.1267 data_time: 0.0018 memory: 4034 loss: 0.8382 2022/12/05 08:00:56 - mmengine - INFO - Epoch(train) [98][5000/5005] lr: 8.0673e-03 eta: 3:49:24 time: 0.1277 data_time: 0.0026 memory: 4034 loss: 0.8774 2022/12/05 08:00:57 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:00:57 - mmengine - INFO - Saving checkpoint at 98 epochs 2022/12/05 08:01:04 - mmengine - INFO - Epoch(val) [98][100/196] eta: 0:00:03 time: 0.0350 data_time: 0.0078 memory: 4034 2022/12/05 08:01:17 - mmengine - INFO - Epoch(val) [98][196/196] accuracy/top1: 75.5120 accuracy/top5: 92.9060 2022/12/05 08:01:30 - mmengine - INFO - Epoch(train) [99][ 100/5005] lr: 8.0524e-03 eta: 3:49:11 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9763 2022/12/05 08:01:42 - mmengine - INFO - Epoch(train) [99][ 200/5005] lr: 8.0381e-03 eta: 3:48:59 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 0.9021 2022/12/05 08:01:55 - mmengine - INFO - Epoch(train) [99][ 300/5005] lr: 8.0239e-03 eta: 3:48:46 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9826 2022/12/05 08:02:08 - mmengine - INFO - Epoch(train) [99][ 400/5005] lr: 8.0097e-03 eta: 3:48:34 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 0.9057 2022/12/05 08:02:21 - mmengine - INFO - Epoch(train) [99][ 500/5005] lr: 7.9955e-03 eta: 3:48:21 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9459 2022/12/05 08:02:22 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:02:33 - mmengine - INFO - Epoch(train) [99][ 600/5005] lr: 7.9814e-03 eta: 3:48:09 time: 0.1264 data_time: 0.0020 memory: 4034 loss: 0.9162 2022/12/05 08:02:46 - mmengine - INFO - Epoch(train) [99][ 700/5005] lr: 7.9672e-03 eta: 3:47:57 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9349 2022/12/05 08:02:59 - mmengine - INFO - Epoch(train) [99][ 800/5005] lr: 7.9530e-03 eta: 3:47:44 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.8388 2022/12/05 08:03:12 - mmengine - INFO - Epoch(train) [99][ 900/5005] lr: 7.9389e-03 eta: 3:47:32 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.0662 2022/12/05 08:03:24 - mmengine - INFO - Epoch(train) [99][1000/5005] lr: 7.9247e-03 eta: 3:47:19 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 0.8559 2022/12/05 08:03:37 - mmengine - INFO - Epoch(train) [99][1100/5005] lr: 7.9106e-03 eta: 3:47:07 time: 0.1265 data_time: 0.0022 memory: 4034 loss: 0.8306 2022/12/05 08:03:50 - mmengine - INFO - Epoch(train) [99][1200/5005] lr: 7.8965e-03 eta: 3:46:54 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 0.8582 2022/12/05 08:04:03 - mmengine - INFO - Epoch(train) [99][1300/5005] lr: 7.8824e-03 eta: 3:46:42 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.8702 2022/12/05 08:04:15 - mmengine - INFO - Epoch(train) [99][1400/5005] lr: 7.8683e-03 eta: 3:46:29 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.9644 2022/12/05 08:04:28 - mmengine - INFO - Epoch(train) [99][1500/5005] lr: 7.8542e-03 eta: 3:46:17 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 0.9078 2022/12/05 08:04:29 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:04:41 - mmengine - INFO - Epoch(train) [99][1600/5005] lr: 7.8402e-03 eta: 3:46:04 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.9293 2022/12/05 08:04:54 - mmengine - INFO - Epoch(train) [99][1700/5005] lr: 7.8261e-03 eta: 3:45:52 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 0.9953 2022/12/05 08:05:06 - mmengine - INFO - Epoch(train) [99][1800/5005] lr: 7.8121e-03 eta: 3:45:39 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 1.1077 2022/12/05 08:05:19 - mmengine - INFO - Epoch(train) [99][1900/5005] lr: 7.7980e-03 eta: 3:45:27 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 0.9083 2022/12/05 08:05:32 - mmengine - INFO - Epoch(train) [99][2000/5005] lr: 7.7840e-03 eta: 3:45:14 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.8897 2022/12/05 08:05:45 - mmengine - INFO - Epoch(train) [99][2100/5005] lr: 7.7700e-03 eta: 3:45:02 time: 0.1267 data_time: 0.0018 memory: 4034 loss: 0.9682 2022/12/05 08:05:57 - mmengine - INFO - Epoch(train) [99][2200/5005] lr: 7.7560e-03 eta: 3:44:49 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 0.9544 2022/12/05 08:06:10 - mmengine - INFO - Epoch(train) [99][2300/5005] lr: 7.7420e-03 eta: 3:44:37 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.8455 2022/12/05 08:06:23 - mmengine - INFO - Epoch(train) [99][2400/5005] lr: 7.7281e-03 eta: 3:44:24 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9543 2022/12/05 08:06:36 - mmengine - INFO - Epoch(train) [99][2500/5005] lr: 7.7141e-03 eta: 3:44:12 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 0.9871 2022/12/05 08:06:37 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:06:48 - mmengine - INFO - Epoch(train) [99][2600/5005] lr: 7.7001e-03 eta: 3:44:00 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.8562 2022/12/05 08:07:01 - mmengine - INFO - Epoch(train) [99][2700/5005] lr: 7.6862e-03 eta: 3:43:47 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8658 2022/12/05 08:07:14 - mmengine - INFO - Epoch(train) [99][2800/5005] lr: 7.6723e-03 eta: 3:43:35 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 0.9586 2022/12/05 08:07:27 - mmengine - INFO - Epoch(train) [99][2900/5005] lr: 7.6584e-03 eta: 3:43:22 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 1.0396 2022/12/05 08:07:39 - mmengine - INFO - Epoch(train) [99][3000/5005] lr: 7.6445e-03 eta: 3:43:10 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 1.0987 2022/12/05 08:07:52 - mmengine - INFO - Epoch(train) [99][3100/5005] lr: 7.6306e-03 eta: 3:42:57 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.8278 2022/12/05 08:08:05 - mmengine - INFO - Epoch(train) [99][3200/5005] lr: 7.6167e-03 eta: 3:42:45 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8740 2022/12/05 08:08:18 - mmengine - INFO - Epoch(train) [99][3300/5005] lr: 7.6028e-03 eta: 3:42:32 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9582 2022/12/05 08:08:30 - mmengine - INFO - Epoch(train) [99][3400/5005] lr: 7.5890e-03 eta: 3:42:20 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9925 2022/12/05 08:08:43 - mmengine - INFO - Epoch(train) [99][3500/5005] lr: 7.5751e-03 eta: 3:42:07 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9662 2022/12/05 08:08:44 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:08:56 - mmengine - INFO - Epoch(train) [99][3600/5005] lr: 7.5613e-03 eta: 3:41:55 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0714 2022/12/05 08:09:09 - mmengine - INFO - Epoch(train) [99][3700/5005] lr: 7.5475e-03 eta: 3:41:42 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.8254 2022/12/05 08:09:21 - mmengine - INFO - Epoch(train) [99][3800/5005] lr: 7.5336e-03 eta: 3:41:30 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.0131 2022/12/05 08:09:34 - mmengine - INFO - Epoch(train) [99][3900/5005] lr: 7.5198e-03 eta: 3:41:17 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.1633 2022/12/05 08:09:47 - mmengine - INFO - Epoch(train) [99][4000/5005] lr: 7.5061e-03 eta: 3:41:05 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8756 2022/12/05 08:10:00 - mmengine - INFO - Epoch(train) [99][4100/5005] lr: 7.4923e-03 eta: 3:40:52 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 1.0312 2022/12/05 08:10:12 - mmengine - INFO - Epoch(train) [99][4200/5005] lr: 7.4785e-03 eta: 3:40:40 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9493 2022/12/05 08:10:25 - mmengine - INFO - Epoch(train) [99][4300/5005] lr: 7.4648e-03 eta: 3:40:28 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.2093 2022/12/05 08:10:38 - mmengine - INFO - Epoch(train) [99][4400/5005] lr: 7.4510e-03 eta: 3:40:15 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0550 2022/12/05 08:10:51 - mmengine - INFO - Epoch(train) [99][4500/5005] lr: 7.4373e-03 eta: 3:40:03 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 1.1031 2022/12/05 08:10:52 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:11:03 - mmengine - INFO - Epoch(train) [99][4600/5005] lr: 7.4236e-03 eta: 3:39:50 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0186 2022/12/05 08:11:16 - mmengine - INFO - Epoch(train) [99][4700/5005] lr: 7.4099e-03 eta: 3:39:38 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9477 2022/12/05 08:11:29 - mmengine - INFO - Epoch(train) [99][4800/5005] lr: 7.3962e-03 eta: 3:39:25 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0179 2022/12/05 08:11:41 - mmengine - INFO - Epoch(train) [99][4900/5005] lr: 7.3825e-03 eta: 3:39:13 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9804 2022/12/05 08:11:54 - mmengine - INFO - Epoch(train) [99][5000/5005] lr: 7.3688e-03 eta: 3:39:00 time: 0.1273 data_time: 0.0026 memory: 4034 loss: 0.9144 2022/12/05 08:11:55 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:11:55 - mmengine - INFO - Saving checkpoint at 99 epochs 2022/12/05 08:12:02 - mmengine - INFO - Epoch(val) [99][100/196] eta: 0:00:03 time: 0.0385 data_time: 0.0045 memory: 4034 2022/12/05 08:12:15 - mmengine - INFO - Epoch(val) [99][196/196] accuracy/top1: 76.0500 accuracy/top5: 93.0220 2022/12/05 08:12:28 - mmengine - INFO - Epoch(train) [100][ 100/5005] lr: 7.3545e-03 eta: 3:38:47 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 0.8963 2022/12/05 08:12:41 - mmengine - INFO - Epoch(train) [100][ 200/5005] lr: 7.3408e-03 eta: 3:38:35 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0098 2022/12/05 08:12:53 - mmengine - INFO - Epoch(train) [100][ 300/5005] lr: 7.3272e-03 eta: 3:38:22 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.7938 2022/12/05 08:13:06 - mmengine - INFO - Epoch(train) [100][ 400/5005] lr: 7.3136e-03 eta: 3:38:10 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.8819 2022/12/05 08:13:19 - mmengine - INFO - Epoch(train) [100][ 500/5005] lr: 7.2999e-03 eta: 3:37:57 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.9751 2022/12/05 08:13:19 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:13:32 - mmengine - INFO - Epoch(train) [100][ 600/5005] lr: 7.2863e-03 eta: 3:37:45 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9101 2022/12/05 08:13:44 - mmengine - INFO - Epoch(train) [100][ 700/5005] lr: 7.2728e-03 eta: 3:37:32 time: 0.1268 data_time: 0.0018 memory: 4034 loss: 1.0033 2022/12/05 08:13:57 - mmengine - INFO - Epoch(train) [100][ 800/5005] lr: 7.2592e-03 eta: 3:37:20 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.8885 2022/12/05 08:14:10 - mmengine - INFO - Epoch(train) [100][ 900/5005] lr: 7.2456e-03 eta: 3:37:07 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.9854 2022/12/05 08:14:23 - mmengine - INFO - Epoch(train) [100][1000/5005] lr: 7.2321e-03 eta: 3:36:55 time: 0.1266 data_time: 0.0021 memory: 4034 loss: 1.0882 2022/12/05 08:14:35 - mmengine - INFO - Epoch(train) [100][1100/5005] lr: 7.2185e-03 eta: 3:36:42 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 0.9556 2022/12/05 08:14:48 - mmengine - INFO - Epoch(train) [100][1200/5005] lr: 7.2050e-03 eta: 3:36:30 time: 0.1267 data_time: 0.0018 memory: 4034 loss: 1.0154 2022/12/05 08:15:01 - mmengine - INFO - Epoch(train) [100][1300/5005] lr: 7.1915e-03 eta: 3:36:18 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.7600 2022/12/05 08:15:14 - mmengine - INFO - Epoch(train) [100][1400/5005] lr: 7.1780e-03 eta: 3:36:05 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 1.0195 2022/12/05 08:15:26 - mmengine - INFO - Epoch(train) [100][1500/5005] lr: 7.1645e-03 eta: 3:35:53 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9781 2022/12/05 08:15:27 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:15:39 - mmengine - INFO - Epoch(train) [100][1600/5005] lr: 7.1510e-03 eta: 3:35:40 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9654 2022/12/05 08:15:52 - mmengine - INFO - Epoch(train) [100][1700/5005] lr: 7.1375e-03 eta: 3:35:28 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.8974 2022/12/05 08:16:05 - mmengine - INFO - Epoch(train) [100][1800/5005] lr: 7.1240e-03 eta: 3:35:15 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9079 2022/12/05 08:16:17 - mmengine - INFO - Epoch(train) [100][1900/5005] lr: 7.1106e-03 eta: 3:35:03 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 0.9302 2022/12/05 08:16:30 - mmengine - INFO - Epoch(train) [100][2000/5005] lr: 7.0972e-03 eta: 3:34:50 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9656 2022/12/05 08:16:43 - mmengine - INFO - Epoch(train) [100][2100/5005] lr: 7.0837e-03 eta: 3:34:38 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.8004 2022/12/05 08:16:56 - mmengine - INFO - Epoch(train) [100][2200/5005] lr: 7.0703e-03 eta: 3:34:25 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.9522 2022/12/05 08:17:08 - mmengine - INFO - Epoch(train) [100][2300/5005] lr: 7.0569e-03 eta: 3:34:13 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 1.0227 2022/12/05 08:17:21 - mmengine - INFO - Epoch(train) [100][2400/5005] lr: 7.0435e-03 eta: 3:34:00 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.1500 2022/12/05 08:17:34 - mmengine - INFO - Epoch(train) [100][2500/5005] lr: 7.0301e-03 eta: 3:33:48 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0689 2022/12/05 08:17:35 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:17:47 - mmengine - INFO - Epoch(train) [100][2600/5005] lr: 7.0168e-03 eta: 3:33:35 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.8146 2022/12/05 08:17:59 - mmengine - INFO - Epoch(train) [100][2700/5005] lr: 7.0034e-03 eta: 3:33:23 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9478 2022/12/05 08:18:12 - mmengine - INFO - Epoch(train) [100][2800/5005] lr: 6.9901e-03 eta: 3:33:10 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9864 2022/12/05 08:18:25 - mmengine - INFO - Epoch(train) [100][2900/5005] lr: 6.9768e-03 eta: 3:32:58 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9807 2022/12/05 08:18:38 - mmengine - INFO - Epoch(train) [100][3000/5005] lr: 6.9634e-03 eta: 3:32:45 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0366 2022/12/05 08:18:50 - mmengine - INFO - Epoch(train) [100][3100/5005] lr: 6.9501e-03 eta: 3:32:33 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8963 2022/12/05 08:19:03 - mmengine - INFO - Epoch(train) [100][3200/5005] lr: 6.9368e-03 eta: 3:32:21 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.7626 2022/12/05 08:19:16 - mmengine - INFO - Epoch(train) [100][3300/5005] lr: 6.9235e-03 eta: 3:32:08 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.8669 2022/12/05 08:19:29 - mmengine - INFO - Epoch(train) [100][3400/5005] lr: 6.9103e-03 eta: 3:31:56 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.8986 2022/12/05 08:19:41 - mmengine - INFO - Epoch(train) [100][3500/5005] lr: 6.8970e-03 eta: 3:31:43 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.0203 2022/12/05 08:19:42 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:19:54 - mmengine - INFO - Epoch(train) [100][3600/5005] lr: 6.8838e-03 eta: 3:31:31 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 0.8747 2022/12/05 08:20:07 - mmengine - INFO - Epoch(train) [100][3700/5005] lr: 6.8705e-03 eta: 3:31:18 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 0.7424 2022/12/05 08:20:20 - mmengine - INFO - Epoch(train) [100][3800/5005] lr: 6.8573e-03 eta: 3:31:06 time: 0.1269 data_time: 0.0018 memory: 4034 loss: 1.0310 2022/12/05 08:20:33 - mmengine - INFO - Epoch(train) [100][3900/5005] lr: 6.8441e-03 eta: 3:30:53 time: 0.1348 data_time: 0.0018 memory: 4034 loss: 0.9005 2022/12/05 08:20:45 - mmengine - INFO - Epoch(train) [100][4000/5005] lr: 6.8309e-03 eta: 3:30:41 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9094 2022/12/05 08:20:58 - mmengine - INFO - Epoch(train) [100][4100/5005] lr: 6.8177e-03 eta: 3:30:28 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 0.9997 2022/12/05 08:21:11 - mmengine - INFO - Epoch(train) [100][4200/5005] lr: 6.8045e-03 eta: 3:30:16 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 1.0198 2022/12/05 08:21:24 - mmengine - INFO - Epoch(train) [100][4300/5005] lr: 6.7913e-03 eta: 3:30:03 time: 0.1261 data_time: 0.0018 memory: 4034 loss: 0.9394 2022/12/05 08:21:36 - mmengine - INFO - Epoch(train) [100][4400/5005] lr: 6.7782e-03 eta: 3:29:51 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 0.9568 2022/12/05 08:21:49 - mmengine - INFO - Epoch(train) [100][4500/5005] lr: 6.7651e-03 eta: 3:29:38 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 0.8541 2022/12/05 08:21:50 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:22:02 - mmengine - INFO - Epoch(train) [100][4600/5005] lr: 6.7519e-03 eta: 3:29:26 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9178 2022/12/05 08:22:15 - mmengine - INFO - Epoch(train) [100][4700/5005] lr: 6.7388e-03 eta: 3:29:13 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 0.9986 2022/12/05 08:22:27 - mmengine - INFO - Epoch(train) [100][4800/5005] lr: 6.7257e-03 eta: 3:29:01 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.1464 2022/12/05 08:22:40 - mmengine - INFO - Epoch(train) [100][4900/5005] lr: 6.7126e-03 eta: 3:28:48 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 1.0210 2022/12/05 08:22:53 - mmengine - INFO - Epoch(train) [100][5000/5005] lr: 6.6995e-03 eta: 3:28:36 time: 0.1274 data_time: 0.0027 memory: 4034 loss: 0.8812 2022/12/05 08:22:53 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:22:53 - mmengine - INFO - Saving checkpoint at 100 epochs 2022/12/05 08:23:00 - mmengine - INFO - Epoch(val) [100][100/196] eta: 0:00:03 time: 0.0361 data_time: 0.0090 memory: 4034 2022/12/05 08:23:13 - mmengine - INFO - Epoch(val) [100][196/196] accuracy/top1: 76.0400 accuracy/top5: 93.0360 2022/12/05 08:23:26 - mmengine - INFO - Epoch(train) [101][ 100/5005] lr: 6.6858e-03 eta: 3:28:23 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 0.9391 2022/12/05 08:23:39 - mmengine - INFO - Epoch(train) [101][ 200/5005] lr: 6.6727e-03 eta: 3:28:10 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 0.9535 2022/12/05 08:23:52 - mmengine - INFO - Epoch(train) [101][ 300/5005] lr: 6.6597e-03 eta: 3:27:58 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.8583 2022/12/05 08:24:05 - mmengine - INFO - Epoch(train) [101][ 400/5005] lr: 6.6466e-03 eta: 3:27:45 time: 0.1262 data_time: 0.0020 memory: 4034 loss: 0.8766 2022/12/05 08:24:17 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:24:17 - mmengine - INFO - Epoch(train) [101][ 500/5005] lr: 6.6336e-03 eta: 3:27:33 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.9458 2022/12/05 08:24:30 - mmengine - INFO - Epoch(train) [101][ 600/5005] lr: 6.6206e-03 eta: 3:27:21 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 1.0099 2022/12/05 08:24:43 - mmengine - INFO - Epoch(train) [101][ 700/5005] lr: 6.6076e-03 eta: 3:27:08 time: 0.1272 data_time: 0.0018 memory: 4034 loss: 1.0262 2022/12/05 08:24:56 - mmengine - INFO - Epoch(train) [101][ 800/5005] lr: 6.5946e-03 eta: 3:26:56 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8651 2022/12/05 08:25:08 - mmengine - INFO - Epoch(train) [101][ 900/5005] lr: 6.5816e-03 eta: 3:26:43 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 0.8842 2022/12/05 08:25:21 - mmengine - INFO - Epoch(train) [101][1000/5005] lr: 6.5687e-03 eta: 3:26:31 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 0.8087 2022/12/05 08:25:34 - mmengine - INFO - Epoch(train) [101][1100/5005] lr: 6.5557e-03 eta: 3:26:18 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7626 2022/12/05 08:25:47 - mmengine - INFO - Epoch(train) [101][1200/5005] lr: 6.5428e-03 eta: 3:26:06 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.6811 2022/12/05 08:25:59 - mmengine - INFO - Epoch(train) [101][1300/5005] lr: 6.5299e-03 eta: 3:25:53 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.9452 2022/12/05 08:26:12 - mmengine - INFO - Epoch(train) [101][1400/5005] lr: 6.5169e-03 eta: 3:25:41 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.9914 2022/12/05 08:26:25 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:26:25 - mmengine - INFO - Epoch(train) [101][1500/5005] lr: 6.5040e-03 eta: 3:25:28 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 0.6938 2022/12/05 08:26:38 - mmengine - INFO - Epoch(train) [101][1600/5005] lr: 6.4911e-03 eta: 3:25:16 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 0.9420 2022/12/05 08:26:50 - mmengine - INFO - Epoch(train) [101][1700/5005] lr: 6.4783e-03 eta: 3:25:03 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9350 2022/12/05 08:27:03 - mmengine - INFO - Epoch(train) [101][1800/5005] lr: 6.4654e-03 eta: 3:24:51 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 0.7675 2022/12/05 08:27:16 - mmengine - INFO - Epoch(train) [101][1900/5005] lr: 6.4525e-03 eta: 3:24:38 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.9015 2022/12/05 08:27:29 - mmengine - INFO - Epoch(train) [101][2000/5005] lr: 6.4397e-03 eta: 3:24:26 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8412 2022/12/05 08:27:41 - mmengine - INFO - Epoch(train) [101][2100/5005] lr: 6.4269e-03 eta: 3:24:13 time: 0.1267 data_time: 0.0018 memory: 4034 loss: 0.9281 2022/12/05 08:27:54 - mmengine - INFO - Epoch(train) [101][2200/5005] lr: 6.4140e-03 eta: 3:24:01 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 1.0129 2022/12/05 08:28:07 - mmengine - INFO - Epoch(train) [101][2300/5005] lr: 6.4012e-03 eta: 3:23:48 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 0.8883 2022/12/05 08:28:20 - mmengine - INFO - Epoch(train) [101][2400/5005] lr: 6.3884e-03 eta: 3:23:36 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.8787 2022/12/05 08:28:32 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:28:32 - mmengine - INFO - Epoch(train) [101][2500/5005] lr: 6.3756e-03 eta: 3:23:24 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.7462 2022/12/05 08:28:45 - mmengine - INFO - Epoch(train) [101][2600/5005] lr: 6.3629e-03 eta: 3:23:11 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 0.9151 2022/12/05 08:28:58 - mmengine - INFO - Epoch(train) [101][2700/5005] lr: 6.3501e-03 eta: 3:22:59 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.0368 2022/12/05 08:29:11 - mmengine - INFO - Epoch(train) [101][2800/5005] lr: 6.3374e-03 eta: 3:22:46 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8022 2022/12/05 08:29:23 - mmengine - INFO - Epoch(train) [101][2900/5005] lr: 6.3246e-03 eta: 3:22:34 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.7987 2022/12/05 08:29:36 - mmengine - INFO - Epoch(train) [101][3000/5005] lr: 6.3119e-03 eta: 3:22:21 time: 0.1262 data_time: 0.0018 memory: 4034 loss: 0.8877 2022/12/05 08:29:49 - mmengine - INFO - Epoch(train) [101][3100/5005] lr: 6.2992e-03 eta: 3:22:09 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.9875 2022/12/05 08:30:02 - mmengine - INFO - Epoch(train) [101][3200/5005] lr: 6.2865e-03 eta: 3:21:56 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 1.0935 2022/12/05 08:30:15 - mmengine - INFO - Epoch(train) [101][3300/5005] lr: 6.2738e-03 eta: 3:21:44 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.8872 2022/12/05 08:30:27 - mmengine - INFO - Epoch(train) [101][3400/5005] lr: 6.2611e-03 eta: 3:21:31 time: 0.1261 data_time: 0.0019 memory: 4034 loss: 0.8811 2022/12/05 08:30:40 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:30:40 - mmengine - INFO - Epoch(train) [101][3500/5005] lr: 6.2484e-03 eta: 3:21:19 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.9015 2022/12/05 08:30:53 - mmengine - INFO - Epoch(train) [101][3600/5005] lr: 6.2358e-03 eta: 3:21:06 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8724 2022/12/05 08:31:06 - mmengine - INFO - Epoch(train) [101][3700/5005] lr: 6.2232e-03 eta: 3:20:54 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8364 2022/12/05 08:31:18 - mmengine - INFO - Epoch(train) [101][3800/5005] lr: 6.2105e-03 eta: 3:20:41 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 0.9371 2022/12/05 08:31:31 - mmengine - INFO - Epoch(train) [101][3900/5005] lr: 6.1979e-03 eta: 3:20:29 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.9445 2022/12/05 08:31:44 - mmengine - INFO - Epoch(train) [101][4000/5005] lr: 6.1853e-03 eta: 3:20:16 time: 0.1277 data_time: 0.0019 memory: 4034 loss: 0.7204 2022/12/05 08:31:57 - mmengine - INFO - Epoch(train) [101][4100/5005] lr: 6.1727e-03 eta: 3:20:04 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 1.0278 2022/12/05 08:32:10 - mmengine - INFO - Epoch(train) [101][4200/5005] lr: 6.1601e-03 eta: 3:19:51 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 0.9372 2022/12/05 08:32:22 - mmengine - INFO - Epoch(train) [101][4300/5005] lr: 6.1475e-03 eta: 3:19:39 time: 0.1268 data_time: 0.0018 memory: 4034 loss: 0.9607 2022/12/05 08:32:35 - mmengine - INFO - Epoch(train) [101][4400/5005] lr: 6.1350e-03 eta: 3:19:26 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 1.0634 2022/12/05 08:32:48 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:32:48 - mmengine - INFO - Epoch(train) [101][4500/5005] lr: 6.1224e-03 eta: 3:19:14 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 0.7680 2022/12/05 08:33:01 - mmengine - INFO - Epoch(train) [101][4600/5005] lr: 6.1099e-03 eta: 3:19:02 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8483 2022/12/05 08:33:13 - mmengine - INFO - Epoch(train) [101][4700/5005] lr: 6.0974e-03 eta: 3:18:49 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8584 2022/12/05 08:33:26 - mmengine - INFO - Epoch(train) [101][4800/5005] lr: 6.0849e-03 eta: 3:18:37 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.9877 2022/12/05 08:33:39 - mmengine - INFO - Epoch(train) [101][4900/5005] lr: 6.0724e-03 eta: 3:18:24 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.9013 2022/12/05 08:33:52 - mmengine - INFO - Epoch(train) [101][5000/5005] lr: 6.0599e-03 eta: 3:18:12 time: 0.1275 data_time: 0.0028 memory: 4034 loss: 0.9195 2022/12/05 08:33:52 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:33:52 - mmengine - INFO - Saving checkpoint at 101 epochs 2022/12/05 08:33:59 - mmengine - INFO - Epoch(val) [101][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0078 memory: 4034 2022/12/05 08:34:12 - mmengine - INFO - Epoch(val) [101][196/196] accuracy/top1: 76.3620 accuracy/top5: 93.1480 2022/12/05 08:34:25 - mmengine - INFO - Epoch(train) [102][ 100/5005] lr: 6.0468e-03 eta: 3:17:59 time: 0.1274 data_time: 0.0019 memory: 4034 loss: 0.9598 2022/12/05 08:34:38 - mmengine - INFO - Epoch(train) [102][ 200/5005] lr: 6.0343e-03 eta: 3:17:46 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 0.9473 2022/12/05 08:34:51 - mmengine - INFO - Epoch(train) [102][ 300/5005] lr: 6.0219e-03 eta: 3:17:34 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 0.7430 2022/12/05 08:35:04 - mmengine - INFO - Epoch(train) [102][ 400/5005] lr: 6.0094e-03 eta: 3:17:21 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 0.7583 2022/12/05 08:35:16 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:35:16 - mmengine - INFO - Epoch(train) [102][ 500/5005] lr: 5.9970e-03 eta: 3:17:09 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7800 2022/12/05 08:35:29 - mmengine - INFO - Epoch(train) [102][ 600/5005] lr: 5.9846e-03 eta: 3:16:56 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 1.0884 2022/12/05 08:35:42 - mmengine - INFO - Epoch(train) [102][ 700/5005] lr: 5.9722e-03 eta: 3:16:44 time: 0.1270 data_time: 0.0018 memory: 4034 loss: 0.9249 2022/12/05 08:35:55 - mmengine - INFO - Epoch(train) [102][ 800/5005] lr: 5.9598e-03 eta: 3:16:31 time: 0.1267 data_time: 0.0018 memory: 4034 loss: 0.7447 2022/12/05 08:36:07 - mmengine - INFO - Epoch(train) [102][ 900/5005] lr: 5.9474e-03 eta: 3:16:19 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 1.0001 2022/12/05 08:36:20 - mmengine - INFO - Epoch(train) [102][1000/5005] lr: 5.9351e-03 eta: 3:16:06 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.9426 2022/12/05 08:36:33 - mmengine - INFO - Epoch(train) [102][1100/5005] lr: 5.9227e-03 eta: 3:15:54 time: 0.1270 data_time: 0.0019 memory: 4034 loss: 0.9563 2022/12/05 08:36:46 - mmengine - INFO - Epoch(train) [102][1200/5005] lr: 5.9104e-03 eta: 3:15:41 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.9180 2022/12/05 08:36:59 - mmengine - INFO - Epoch(train) [102][1300/5005] lr: 5.8981e-03 eta: 3:15:29 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 1.1593 2022/12/05 08:37:11 - mmengine - INFO - Epoch(train) [102][1400/5005] lr: 5.8857e-03 eta: 3:15:16 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8909 2022/12/05 08:37:23 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:37:24 - mmengine - INFO - Epoch(train) [102][1500/5005] lr: 5.8734e-03 eta: 3:15:04 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8040 2022/12/05 08:37:37 - mmengine - INFO - Epoch(train) [102][1600/5005] lr: 5.8611e-03 eta: 3:14:51 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 1.0043 2022/12/05 08:37:50 - mmengine - INFO - Epoch(train) [102][1700/5005] lr: 5.8489e-03 eta: 3:14:39 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.8896 2022/12/05 08:38:02 - mmengine - INFO - Epoch(train) [102][1800/5005] lr: 5.8366e-03 eta: 3:14:26 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 1.0248 2022/12/05 08:38:15 - mmengine - INFO - Epoch(train) [102][1900/5005] lr: 5.8243e-03 eta: 3:14:14 time: 0.1263 data_time: 0.0018 memory: 4034 loss: 0.8351 2022/12/05 08:38:28 - mmengine - INFO - Epoch(train) [102][2000/5005] lr: 5.8121e-03 eta: 3:14:02 time: 0.1262 data_time: 0.0019 memory: 4034 loss: 0.8369 2022/12/05 08:38:41 - mmengine - INFO - Epoch(train) [102][2100/5005] lr: 5.7999e-03 eta: 3:13:49 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.9228 2022/12/05 08:38:53 - mmengine - INFO - Epoch(train) [102][2200/5005] lr: 5.7876e-03 eta: 3:13:37 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.8805 2022/12/05 08:39:06 - mmengine - INFO - Epoch(train) [102][2300/5005] lr: 5.7754e-03 eta: 3:13:24 time: 0.1267 data_time: 0.0018 memory: 4034 loss: 1.0106 2022/12/05 08:39:19 - mmengine - INFO - Epoch(train) [102][2400/5005] lr: 5.7632e-03 eta: 3:13:12 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8685 2022/12/05 08:39:31 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:39:32 - mmengine - INFO - Epoch(train) [102][2500/5005] lr: 5.7510e-03 eta: 3:12:59 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.8710 2022/12/05 08:39:45 - mmengine - INFO - Epoch(train) [102][2600/5005] lr: 5.7389e-03 eta: 3:12:47 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.8619 2022/12/05 08:39:57 - mmengine - INFO - Epoch(train) [102][2700/5005] lr: 5.7267e-03 eta: 3:12:34 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.9762 2022/12/05 08:40:10 - mmengine - INFO - Epoch(train) [102][2800/5005] lr: 5.7146e-03 eta: 3:12:22 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8558 2022/12/05 08:40:23 - mmengine - INFO - Epoch(train) [102][2900/5005] lr: 5.7024e-03 eta: 3:12:09 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 0.9290 2022/12/05 08:40:36 - mmengine - INFO - Epoch(train) [102][3000/5005] lr: 5.6903e-03 eta: 3:11:57 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8377 2022/12/05 08:40:48 - mmengine - INFO - Epoch(train) [102][3100/5005] lr: 5.6782e-03 eta: 3:11:44 time: 0.1264 data_time: 0.0018 memory: 4034 loss: 0.9152 2022/12/05 08:41:01 - mmengine - INFO - Epoch(train) [102][3200/5005] lr: 5.6661e-03 eta: 3:11:32 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.7981 2022/12/05 08:41:14 - mmengine - INFO - Epoch(train) [102][3300/5005] lr: 5.6540e-03 eta: 3:11:19 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.9563 2022/12/05 08:41:27 - mmengine - INFO - Epoch(train) [102][3400/5005] lr: 5.6419e-03 eta: 3:11:07 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.9887 2022/12/05 08:41:39 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:41:39 - mmengine - INFO - Epoch(train) [102][3500/5005] lr: 5.6299e-03 eta: 3:10:54 time: 0.1265 data_time: 0.0021 memory: 4034 loss: 0.9026 2022/12/05 08:41:52 - mmengine - INFO - Epoch(train) [102][3600/5005] lr: 5.6178e-03 eta: 3:10:42 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 0.8136 2022/12/05 08:42:05 - mmengine - INFO - Epoch(train) [102][3700/5005] lr: 5.6058e-03 eta: 3:10:29 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 0.8938 2022/12/05 08:42:18 - mmengine - INFO - Epoch(train) [102][3800/5005] lr: 5.5938e-03 eta: 3:10:17 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 0.7913 2022/12/05 08:42:31 - mmengine - INFO - Epoch(train) [102][3900/5005] lr: 5.5817e-03 eta: 3:10:04 time: 0.1267 data_time: 0.0018 memory: 4034 loss: 0.9619 2022/12/05 08:42:43 - mmengine - INFO - Epoch(train) [102][4000/5005] lr: 5.5697e-03 eta: 3:09:52 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.9068 2022/12/05 08:42:56 - mmengine - INFO - Epoch(train) [102][4100/5005] lr: 5.5577e-03 eta: 3:09:39 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 0.9519 2022/12/05 08:43:09 - mmengine - INFO - Epoch(train) [102][4200/5005] lr: 5.5458e-03 eta: 3:09:27 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8399 2022/12/05 08:43:22 - mmengine - INFO - Epoch(train) [102][4300/5005] lr: 5.5338e-03 eta: 3:09:15 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 1.0125 2022/12/05 08:43:34 - mmengine - INFO - Epoch(train) [102][4400/5005] lr: 5.5219e-03 eta: 3:09:02 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.8754 2022/12/05 08:43:47 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:43:47 - mmengine - INFO - Epoch(train) [102][4500/5005] lr: 5.5099e-03 eta: 3:08:50 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 1.0053 2022/12/05 08:44:00 - mmengine - INFO - Epoch(train) [102][4600/5005] lr: 5.4980e-03 eta: 3:08:37 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.7904 2022/12/05 08:44:13 - mmengine - INFO - Epoch(train) [102][4700/5005] lr: 5.4861e-03 eta: 3:08:25 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.9766 2022/12/05 08:44:26 - mmengine - INFO - Epoch(train) [102][4800/5005] lr: 5.4742e-03 eta: 3:08:12 time: 0.1272 data_time: 0.0019 memory: 4034 loss: 0.8017 2022/12/05 08:44:38 - mmengine - INFO - Epoch(train) [102][4900/5005] lr: 5.4623e-03 eta: 3:08:00 time: 0.1268 data_time: 0.0018 memory: 4034 loss: 0.9210 2022/12/05 08:44:51 - mmengine - INFO - Epoch(train) [102][5000/5005] lr: 5.4504e-03 eta: 3:07:47 time: 0.1276 data_time: 0.0027 memory: 4034 loss: 0.9302 2022/12/05 08:44:52 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:44:52 - mmengine - INFO - Saving checkpoint at 102 epochs 2022/12/05 08:44:59 - mmengine - INFO - Epoch(val) [102][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0078 memory: 4034 2022/12/05 08:45:12 - mmengine - INFO - Epoch(val) [102][196/196] accuracy/top1: 76.6040 accuracy/top5: 93.2660 2022/12/05 08:45:25 - mmengine - INFO - Epoch(train) [103][ 100/5005] lr: 5.4379e-03 eta: 3:07:34 time: 0.1263 data_time: 0.0020 memory: 4034 loss: 0.7615 2022/12/05 08:45:38 - mmengine - INFO - Epoch(train) [103][ 200/5005] lr: 5.4261e-03 eta: 3:07:22 time: 0.1275 data_time: 0.0019 memory: 4034 loss: 0.8375 2022/12/05 08:45:50 - mmengine - INFO - Epoch(train) [103][ 300/5005] lr: 5.4142e-03 eta: 3:07:09 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.7108 2022/12/05 08:46:03 - mmengine - INFO - Epoch(train) [103][ 400/5005] lr: 5.4024e-03 eta: 3:06:57 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8315 2022/12/05 08:46:15 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:46:16 - mmengine - INFO - Epoch(train) [103][ 500/5005] lr: 5.3906e-03 eta: 3:06:44 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8186 2022/12/05 08:46:29 - mmengine - INFO - Epoch(train) [103][ 600/5005] lr: 5.3788e-03 eta: 3:06:32 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 0.8526 2022/12/05 08:46:41 - mmengine - INFO - Epoch(train) [103][ 700/5005] lr: 5.3670e-03 eta: 3:06:19 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.9497 2022/12/05 08:46:54 - mmengine - INFO - Epoch(train) [103][ 800/5005] lr: 5.3552e-03 eta: 3:06:07 time: 0.1263 data_time: 0.0020 memory: 4034 loss: 0.8911 2022/12/05 08:47:07 - mmengine - INFO - Epoch(train) [103][ 900/5005] lr: 5.3434e-03 eta: 3:05:54 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.7639 2022/12/05 08:47:20 - mmengine - INFO - Epoch(train) [103][1000/5005] lr: 5.3317e-03 eta: 3:05:42 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.8628 2022/12/05 08:47:32 - mmengine - INFO - Epoch(train) [103][1100/5005] lr: 5.3199e-03 eta: 3:05:29 time: 0.1272 data_time: 0.0019 memory: 4034 loss: 0.9864 2022/12/05 08:47:45 - mmengine - INFO - Epoch(train) [103][1200/5005] lr: 5.3082e-03 eta: 3:05:17 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.8294 2022/12/05 08:47:58 - mmengine - INFO - Epoch(train) [103][1300/5005] lr: 5.2965e-03 eta: 3:05:04 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8305 2022/12/05 08:48:11 - mmengine - INFO - Epoch(train) [103][1400/5005] lr: 5.2848e-03 eta: 3:04:52 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.9843 2022/12/05 08:48:22 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:48:23 - mmengine - INFO - Epoch(train) [103][1500/5005] lr: 5.2731e-03 eta: 3:04:39 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.9521 2022/12/05 08:48:36 - mmengine - INFO - Epoch(train) [103][1600/5005] lr: 5.2614e-03 eta: 3:04:27 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8769 2022/12/05 08:48:49 - mmengine - INFO - Epoch(train) [103][1700/5005] lr: 5.2497e-03 eta: 3:04:14 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 0.8723 2022/12/05 08:49:02 - mmengine - INFO - Epoch(train) [103][1800/5005] lr: 5.2380e-03 eta: 3:04:02 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 0.8920 2022/12/05 08:49:15 - mmengine - INFO - Epoch(train) [103][1900/5005] lr: 5.2264e-03 eta: 3:03:49 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.9220 2022/12/05 08:49:27 - mmengine - INFO - Epoch(train) [103][2000/5005] lr: 5.2148e-03 eta: 3:03:37 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.9312 2022/12/05 08:49:40 - mmengine - INFO - Epoch(train) [103][2100/5005] lr: 5.2031e-03 eta: 3:03:24 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8942 2022/12/05 08:49:53 - mmengine - INFO - Epoch(train) [103][2200/5005] lr: 5.1915e-03 eta: 3:03:12 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.9442 2022/12/05 08:50:06 - mmengine - INFO - Epoch(train) [103][2300/5005] lr: 5.1799e-03 eta: 3:03:00 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.9302 2022/12/05 08:50:18 - mmengine - INFO - Epoch(train) [103][2400/5005] lr: 5.1683e-03 eta: 3:02:47 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.8969 2022/12/05 08:50:30 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:50:31 - mmengine - INFO - Epoch(train) [103][2500/5005] lr: 5.1568e-03 eta: 3:02:35 time: 0.1264 data_time: 0.0020 memory: 4034 loss: 0.8709 2022/12/05 08:50:44 - mmengine - INFO - Epoch(train) [103][2600/5005] lr: 5.1452e-03 eta: 3:02:22 time: 0.1264 data_time: 0.0020 memory: 4034 loss: 0.9303 2022/12/05 08:50:57 - mmengine - INFO - Epoch(train) [103][2700/5005] lr: 5.1337e-03 eta: 3:02:10 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8128 2022/12/05 08:51:09 - mmengine - INFO - Epoch(train) [103][2800/5005] lr: 5.1221e-03 eta: 3:01:57 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8892 2022/12/05 08:51:22 - mmengine - INFO - Epoch(train) [103][2900/5005] lr: 5.1106e-03 eta: 3:01:45 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.7686 2022/12/05 08:51:35 - mmengine - INFO - Epoch(train) [103][3000/5005] lr: 5.0991e-03 eta: 3:01:32 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 0.8336 2022/12/05 08:51:48 - mmengine - INFO - Epoch(train) [103][3100/5005] lr: 5.0876e-03 eta: 3:01:20 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8764 2022/12/05 08:52:01 - mmengine - INFO - Epoch(train) [103][3200/5005] lr: 5.0761e-03 eta: 3:01:07 time: 0.1271 data_time: 0.0019 memory: 4034 loss: 0.8171 2022/12/05 08:52:13 - mmengine - INFO - Epoch(train) [103][3300/5005] lr: 5.0646e-03 eta: 3:00:55 time: 0.1272 data_time: 0.0019 memory: 4034 loss: 0.9527 2022/12/05 08:52:26 - mmengine - INFO - Epoch(train) [103][3400/5005] lr: 5.0532e-03 eta: 3:00:42 time: 0.1264 data_time: 0.0020 memory: 4034 loss: 0.9059 2022/12/05 08:52:38 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:52:39 - mmengine - INFO - Epoch(train) [103][3500/5005] lr: 5.0417e-03 eta: 3:00:30 time: 0.1264 data_time: 0.0020 memory: 4034 loss: 0.7312 2022/12/05 08:52:52 - mmengine - INFO - Epoch(train) [103][3600/5005] lr: 5.0303e-03 eta: 3:00:17 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.9993 2022/12/05 08:53:04 - mmengine - INFO - Epoch(train) [103][3700/5005] lr: 5.0188e-03 eta: 3:00:05 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8806 2022/12/05 08:53:17 - mmengine - INFO - Epoch(train) [103][3800/5005] lr: 5.0074e-03 eta: 2:59:52 time: 0.1265 data_time: 0.0018 memory: 4034 loss: 1.0687 2022/12/05 08:53:30 - mmengine - INFO - Epoch(train) [103][3900/5005] lr: 4.9960e-03 eta: 2:59:40 time: 0.1269 data_time: 0.0019 memory: 4034 loss: 1.0638 2022/12/05 08:53:43 - mmengine - INFO - Epoch(train) [103][4000/5005] lr: 4.9846e-03 eta: 2:59:27 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.9851 2022/12/05 08:53:56 - mmengine - INFO - Epoch(train) [103][4100/5005] lr: 4.9733e-03 eta: 2:59:15 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.9664 2022/12/05 08:54:08 - mmengine - INFO - Epoch(train) [103][4200/5005] lr: 4.9619e-03 eta: 2:59:02 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8254 2022/12/05 08:54:21 - mmengine - INFO - Epoch(train) [103][4300/5005] lr: 4.9505e-03 eta: 2:58:50 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 0.8284 2022/12/05 08:54:34 - mmengine - INFO - Epoch(train) [103][4400/5005] lr: 4.9392e-03 eta: 2:58:37 time: 0.1264 data_time: 0.0020 memory: 4034 loss: 0.8025 2022/12/05 08:54:45 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:54:47 - mmengine - INFO - Epoch(train) [103][4500/5005] lr: 4.9279e-03 eta: 2:58:25 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8638 2022/12/05 08:54:59 - mmengine - INFO - Epoch(train) [103][4600/5005] lr: 4.9166e-03 eta: 2:58:12 time: 0.1266 data_time: 0.0018 memory: 4034 loss: 0.9448 2022/12/05 08:55:12 - mmengine - INFO - Epoch(train) [103][4700/5005] lr: 4.9052e-03 eta: 2:58:00 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.9381 2022/12/05 08:55:25 - mmengine - INFO - Epoch(train) [103][4800/5005] lr: 4.8940e-03 eta: 2:57:47 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.9321 2022/12/05 08:55:38 - mmengine - INFO - Epoch(train) [103][4900/5005] lr: 4.8827e-03 eta: 2:57:35 time: 0.1270 data_time: 0.0019 memory: 4034 loss: 0.8380 2022/12/05 08:55:50 - mmengine - INFO - Epoch(train) [103][5000/5005] lr: 4.8714e-03 eta: 2:57:22 time: 0.1277 data_time: 0.0027 memory: 4034 loss: 0.8449 2022/12/05 08:55:51 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:55:51 - mmengine - INFO - Saving checkpoint at 103 epochs 2022/12/05 08:55:58 - mmengine - INFO - Epoch(val) [103][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0080 memory: 4034 2022/12/05 08:56:11 - mmengine - INFO - Epoch(val) [103][196/196] accuracy/top1: 76.9460 accuracy/top5: 93.4620 2022/12/05 08:56:24 - mmengine - INFO - Epoch(train) [104][ 100/5005] lr: 4.8596e-03 eta: 2:57:09 time: 0.1264 data_time: 0.0020 memory: 4034 loss: 0.8891 2022/12/05 08:56:36 - mmengine - INFO - Epoch(train) [104][ 200/5005] lr: 4.8484e-03 eta: 2:56:57 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8187 2022/12/05 08:56:49 - mmengine - INFO - Epoch(train) [104][ 300/5005] lr: 4.8371e-03 eta: 2:56:44 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8444 2022/12/05 08:57:02 - mmengine - INFO - Epoch(train) [104][ 400/5005] lr: 4.8259e-03 eta: 2:56:32 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8227 2022/12/05 08:57:13 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:57:15 - mmengine - INFO - Epoch(train) [104][ 500/5005] lr: 4.8147e-03 eta: 2:56:19 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8986 2022/12/05 08:57:28 - mmengine - INFO - Epoch(train) [104][ 600/5005] lr: 4.8035e-03 eta: 2:56:07 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.7912 2022/12/05 08:57:40 - mmengine - INFO - Epoch(train) [104][ 700/5005] lr: 4.7923e-03 eta: 2:55:55 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.9530 2022/12/05 08:57:53 - mmengine - INFO - Epoch(train) [104][ 800/5005] lr: 4.7812e-03 eta: 2:55:42 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.7768 2022/12/05 08:58:06 - mmengine - INFO - Epoch(train) [104][ 900/5005] lr: 4.7700e-03 eta: 2:55:30 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8918 2022/12/05 08:58:19 - mmengine - INFO - Epoch(train) [104][1000/5005] lr: 4.7589e-03 eta: 2:55:17 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 1.0109 2022/12/05 08:58:31 - mmengine - INFO - Epoch(train) [104][1100/5005] lr: 4.7477e-03 eta: 2:55:05 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.9502 2022/12/05 08:58:44 - mmengine - INFO - Epoch(train) [104][1200/5005] lr: 4.7366e-03 eta: 2:54:52 time: 0.1269 data_time: 0.0019 memory: 4034 loss: 0.8735 2022/12/05 08:58:57 - mmengine - INFO - Epoch(train) [104][1300/5005] lr: 4.7255e-03 eta: 2:54:40 time: 0.1263 data_time: 0.0020 memory: 4034 loss: 0.7953 2022/12/05 08:59:10 - mmengine - INFO - Epoch(train) [104][1400/5005] lr: 4.7144e-03 eta: 2:54:27 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.7190 2022/12/05 08:59:21 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 08:59:22 - mmengine - INFO - Epoch(train) [104][1500/5005] lr: 4.7033e-03 eta: 2:54:15 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8558 2022/12/05 08:59:35 - mmengine - INFO - Epoch(train) [104][1600/5005] lr: 4.6923e-03 eta: 2:54:02 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.6935 2022/12/05 08:59:48 - mmengine - INFO - Epoch(train) [104][1700/5005] lr: 4.6812e-03 eta: 2:53:50 time: 0.1263 data_time: 0.0019 memory: 4034 loss: 0.8185 2022/12/05 09:00:01 - mmengine - INFO - Epoch(train) [104][1800/5005] lr: 4.6702e-03 eta: 2:53:37 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.6472 2022/12/05 09:00:14 - mmengine - INFO - Epoch(train) [104][1900/5005] lr: 4.6591e-03 eta: 2:53:25 time: 0.1269 data_time: 0.0019 memory: 4034 loss: 0.8209 2022/12/05 09:00:26 - mmengine - INFO - Epoch(train) [104][2000/5005] lr: 4.6481e-03 eta: 2:53:12 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 1.0202 2022/12/05 09:00:39 - mmengine - INFO - Epoch(train) [104][2100/5005] lr: 4.6371e-03 eta: 2:53:00 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.9602 2022/12/05 09:00:52 - mmengine - INFO - Epoch(train) [104][2200/5005] lr: 4.6261e-03 eta: 2:52:47 time: 0.1264 data_time: 0.0020 memory: 4034 loss: 0.7653 2022/12/05 09:01:05 - mmengine - INFO - Epoch(train) [104][2300/5005] lr: 4.6151e-03 eta: 2:52:35 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.8565 2022/12/05 09:01:17 - mmengine - INFO - Epoch(train) [104][2400/5005] lr: 4.6042e-03 eta: 2:52:22 time: 0.1263 data_time: 0.0020 memory: 4034 loss: 0.9318 2022/12/05 09:01:28 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:01:30 - mmengine - INFO - Epoch(train) [104][2500/5005] lr: 4.5932e-03 eta: 2:52:10 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.9009 2022/12/05 09:01:43 - mmengine - INFO - Epoch(train) [104][2600/5005] lr: 4.5823e-03 eta: 2:51:57 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8505 2022/12/05 09:01:56 - mmengine - INFO - Epoch(train) [104][2700/5005] lr: 4.5713e-03 eta: 2:51:45 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.9031 2022/12/05 09:02:09 - mmengine - INFO - Epoch(train) [104][2800/5005] lr: 4.5604e-03 eta: 2:51:32 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.9015 2022/12/05 09:02:21 - mmengine - INFO - Epoch(train) [104][2900/5005] lr: 4.5495e-03 eta: 2:51:20 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.7509 2022/12/05 09:02:34 - mmengine - INFO - Epoch(train) [104][3000/5005] lr: 4.5386e-03 eta: 2:51:07 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.8410 2022/12/05 09:02:47 - mmengine - INFO - Epoch(train) [104][3100/5005] lr: 4.5277e-03 eta: 2:50:55 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.9363 2022/12/05 09:03:00 - mmengine - INFO - Epoch(train) [104][3200/5005] lr: 4.5169e-03 eta: 2:50:42 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.7837 2022/12/05 09:03:13 - mmengine - INFO - Epoch(train) [104][3300/5005] lr: 4.5060e-03 eta: 2:50:30 time: 0.1264 data_time: 0.0020 memory: 4034 loss: 0.8131 2022/12/05 09:03:25 - mmengine - INFO - Epoch(train) [104][3400/5005] lr: 4.4952e-03 eta: 2:50:17 time: 0.1293 data_time: 0.0019 memory: 4034 loss: 0.8818 2022/12/05 09:03:36 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:03:38 - mmengine - INFO - Epoch(train) [104][3500/5005] lr: 4.4843e-03 eta: 2:50:05 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8189 2022/12/05 09:03:51 - mmengine - INFO - Epoch(train) [104][3600/5005] lr: 4.4735e-03 eta: 2:49:52 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.9386 2022/12/05 09:04:04 - mmengine - INFO - Epoch(train) [104][3700/5005] lr: 4.4627e-03 eta: 2:49:40 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.9035 2022/12/05 09:04:17 - mmengine - INFO - Epoch(train) [104][3800/5005] lr: 4.4519e-03 eta: 2:49:28 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.8928 2022/12/05 09:04:29 - mmengine - INFO - Epoch(train) [104][3900/5005] lr: 4.4411e-03 eta: 2:49:15 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8500 2022/12/05 09:04:42 - mmengine - INFO - Epoch(train) [104][4000/5005] lr: 4.4304e-03 eta: 2:49:03 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.7814 2022/12/05 09:04:55 - mmengine - INFO - Epoch(train) [104][4100/5005] lr: 4.4196e-03 eta: 2:48:50 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7688 2022/12/05 09:05:08 - mmengine - INFO - Epoch(train) [104][4200/5005] lr: 4.4089e-03 eta: 2:48:38 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.9041 2022/12/05 09:05:20 - mmengine - INFO - Epoch(train) [104][4300/5005] lr: 4.3981e-03 eta: 2:48:25 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.8207 2022/12/05 09:05:33 - mmengine - INFO - Epoch(train) [104][4400/5005] lr: 4.3874e-03 eta: 2:48:13 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.8908 2022/12/05 09:05:44 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:05:46 - mmengine - INFO - Epoch(train) [104][4500/5005] lr: 4.3767e-03 eta: 2:48:00 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.8927 2022/12/05 09:05:59 - mmengine - INFO - Epoch(train) [104][4600/5005] lr: 4.3660e-03 eta: 2:47:48 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.8268 2022/12/05 09:06:12 - mmengine - INFO - Epoch(train) [104][4700/5005] lr: 4.3553e-03 eta: 2:47:35 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.7560 2022/12/05 09:06:24 - mmengine - INFO - Epoch(train) [104][4800/5005] lr: 4.3447e-03 eta: 2:47:23 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7771 2022/12/05 09:06:37 - mmengine - INFO - Epoch(train) [104][4900/5005] lr: 4.3340e-03 eta: 2:47:10 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.9069 2022/12/05 09:06:50 - mmengine - INFO - Epoch(train) [104][5000/5005] lr: 4.3234e-03 eta: 2:46:58 time: 0.1284 data_time: 0.0028 memory: 4034 loss: 0.9705 2022/12/05 09:06:51 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:06:51 - mmengine - INFO - Saving checkpoint at 104 epochs 2022/12/05 09:06:57 - mmengine - INFO - Epoch(val) [104][100/196] eta: 0:00:03 time: 0.0315 data_time: 0.0043 memory: 4034 2022/12/05 09:07:10 - mmengine - INFO - Epoch(val) [104][196/196] accuracy/top1: 77.0040 accuracy/top5: 93.4480 2022/12/05 09:07:24 - mmengine - INFO - Epoch(train) [105][ 100/5005] lr: 4.3122e-03 eta: 2:46:45 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.9058 2022/12/05 09:07:36 - mmengine - INFO - Epoch(train) [105][ 200/5005] lr: 4.3016e-03 eta: 2:46:32 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8920 2022/12/05 09:07:49 - mmengine - INFO - Epoch(train) [105][ 300/5005] lr: 4.2910e-03 eta: 2:46:20 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7423 2022/12/05 09:08:02 - mmengine - INFO - Epoch(train) [105][ 400/5005] lr: 4.2804e-03 eta: 2:46:07 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8607 2022/12/05 09:08:12 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:08:15 - mmengine - INFO - Epoch(train) [105][ 500/5005] lr: 4.2698e-03 eta: 2:45:55 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7967 2022/12/05 09:08:28 - mmengine - INFO - Epoch(train) [105][ 600/5005] lr: 4.2592e-03 eta: 2:45:42 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.9412 2022/12/05 09:08:40 - mmengine - INFO - Epoch(train) [105][ 700/5005] lr: 4.2487e-03 eta: 2:45:30 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8007 2022/12/05 09:08:53 - mmengine - INFO - Epoch(train) [105][ 800/5005] lr: 4.2381e-03 eta: 2:45:17 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7086 2022/12/05 09:09:06 - mmengine - INFO - Epoch(train) [105][ 900/5005] lr: 4.2276e-03 eta: 2:45:05 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.7363 2022/12/05 09:09:19 - mmengine - INFO - Epoch(train) [105][1000/5005] lr: 4.2171e-03 eta: 2:44:52 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.8885 2022/12/05 09:09:31 - mmengine - INFO - Epoch(train) [105][1100/5005] lr: 4.2066e-03 eta: 2:44:40 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.6655 2022/12/05 09:09:44 - mmengine - INFO - Epoch(train) [105][1200/5005] lr: 4.1961e-03 eta: 2:44:27 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.8621 2022/12/05 09:09:57 - mmengine - INFO - Epoch(train) [105][1300/5005] lr: 4.1856e-03 eta: 2:44:15 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8150 2022/12/05 09:10:10 - mmengine - INFO - Epoch(train) [105][1400/5005] lr: 4.1751e-03 eta: 2:44:02 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8908 2022/12/05 09:10:20 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:10:23 - mmengine - INFO - Epoch(train) [105][1500/5005] lr: 4.1647e-03 eta: 2:43:50 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8734 2022/12/05 09:10:35 - mmengine - INFO - Epoch(train) [105][1600/5005] lr: 4.1542e-03 eta: 2:43:37 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.6600 2022/12/05 09:10:48 - mmengine - INFO - Epoch(train) [105][1700/5005] lr: 4.1438e-03 eta: 2:43:25 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.6804 2022/12/05 09:11:01 - mmengine - INFO - Epoch(train) [105][1800/5005] lr: 4.1334e-03 eta: 2:43:12 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.8853 2022/12/05 09:11:14 - mmengine - INFO - Epoch(train) [105][1900/5005] lr: 4.1230e-03 eta: 2:43:00 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.7870 2022/12/05 09:11:26 - mmengine - INFO - Epoch(train) [105][2000/5005] lr: 4.1126e-03 eta: 2:42:47 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.7959 2022/12/05 09:11:39 - mmengine - INFO - Epoch(train) [105][2100/5005] lr: 4.1022e-03 eta: 2:42:35 time: 0.1263 data_time: 0.0020 memory: 4034 loss: 0.8926 2022/12/05 09:11:52 - mmengine - INFO - Epoch(train) [105][2200/5005] lr: 4.0918e-03 eta: 2:42:22 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8523 2022/12/05 09:12:05 - mmengine - INFO - Epoch(train) [105][2300/5005] lr: 4.0815e-03 eta: 2:42:10 time: 0.1264 data_time: 0.0020 memory: 4034 loss: 0.7561 2022/12/05 09:12:17 - mmengine - INFO - Epoch(train) [105][2400/5005] lr: 4.0711e-03 eta: 2:41:57 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.8323 2022/12/05 09:12:28 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:12:30 - mmengine - INFO - Epoch(train) [105][2500/5005] lr: 4.0608e-03 eta: 2:41:45 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.8706 2022/12/05 09:12:43 - mmengine - INFO - Epoch(train) [105][2600/5005] lr: 4.0505e-03 eta: 2:41:32 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.7275 2022/12/05 09:12:56 - mmengine - INFO - Epoch(train) [105][2700/5005] lr: 4.0402e-03 eta: 2:41:20 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8261 2022/12/05 09:13:09 - mmengine - INFO - Epoch(train) [105][2800/5005] lr: 4.0299e-03 eta: 2:41:07 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8796 2022/12/05 09:13:21 - mmengine - INFO - Epoch(train) [105][2900/5005] lr: 4.0196e-03 eta: 2:40:55 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.7350 2022/12/05 09:13:34 - mmengine - INFO - Epoch(train) [105][3000/5005] lr: 4.0093e-03 eta: 2:40:43 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7671 2022/12/05 09:13:47 - mmengine - INFO - Epoch(train) [105][3100/5005] lr: 3.9991e-03 eta: 2:40:30 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.7603 2022/12/05 09:14:00 - mmengine - INFO - Epoch(train) [105][3200/5005] lr: 3.9888e-03 eta: 2:40:18 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.8089 2022/12/05 09:14:13 - mmengine - INFO - Epoch(train) [105][3300/5005] lr: 3.9786e-03 eta: 2:40:05 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.8002 2022/12/05 09:14:25 - mmengine - INFO - Epoch(train) [105][3400/5005] lr: 3.9684e-03 eta: 2:39:53 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8399 2022/12/05 09:14:36 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:14:38 - mmengine - INFO - Epoch(train) [105][3500/5005] lr: 3.9582e-03 eta: 2:39:40 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.9208 2022/12/05 09:14:51 - mmengine - INFO - Epoch(train) [105][3600/5005] lr: 3.9480e-03 eta: 2:39:28 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.9795 2022/12/05 09:15:04 - mmengine - INFO - Epoch(train) [105][3700/5005] lr: 3.9378e-03 eta: 2:39:15 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.9531 2022/12/05 09:15:16 - mmengine - INFO - Epoch(train) [105][3800/5005] lr: 3.9276e-03 eta: 2:39:03 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.7209 2022/12/05 09:15:29 - mmengine - INFO - Epoch(train) [105][3900/5005] lr: 3.9175e-03 eta: 2:38:50 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.8963 2022/12/05 09:15:42 - mmengine - INFO - Epoch(train) [105][4000/5005] lr: 3.9073e-03 eta: 2:38:38 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.7660 2022/12/05 09:15:55 - mmengine - INFO - Epoch(train) [105][4100/5005] lr: 3.8972e-03 eta: 2:38:25 time: 0.1284 data_time: 0.0020 memory: 4034 loss: 0.7304 2022/12/05 09:16:08 - mmengine - INFO - Epoch(train) [105][4200/5005] lr: 3.8871e-03 eta: 2:38:13 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.8411 2022/12/05 09:16:20 - mmengine - INFO - Epoch(train) [105][4300/5005] lr: 3.8770e-03 eta: 2:38:00 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 1.0755 2022/12/05 09:16:33 - mmengine - INFO - Epoch(train) [105][4400/5005] lr: 3.8669e-03 eta: 2:37:48 time: 0.1264 data_time: 0.0020 memory: 4034 loss: 0.7976 2022/12/05 09:16:43 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:16:46 - mmengine - INFO - Epoch(train) [105][4500/5005] lr: 3.8568e-03 eta: 2:37:35 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.9068 2022/12/05 09:16:59 - mmengine - INFO - Epoch(train) [105][4600/5005] lr: 3.8468e-03 eta: 2:37:23 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7380 2022/12/05 09:17:12 - mmengine - INFO - Epoch(train) [105][4700/5005] lr: 3.8367e-03 eta: 2:37:10 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.6952 2022/12/05 09:17:24 - mmengine - INFO - Epoch(train) [105][4800/5005] lr: 3.8267e-03 eta: 2:36:58 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.6970 2022/12/05 09:17:37 - mmengine - INFO - Epoch(train) [105][4900/5005] lr: 3.8166e-03 eta: 2:36:45 time: 0.1270 data_time: 0.0019 memory: 4034 loss: 0.7574 2022/12/05 09:17:50 - mmengine - INFO - Epoch(train) [105][5000/5005] lr: 3.8066e-03 eta: 2:36:33 time: 0.1276 data_time: 0.0028 memory: 4034 loss: 0.7463 2022/12/05 09:17:50 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:17:50 - mmengine - INFO - Saving checkpoint at 105 epochs 2022/12/05 09:17:57 - mmengine - INFO - Epoch(val) [105][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0079 memory: 4034 2022/12/05 09:18:10 - mmengine - INFO - Epoch(val) [105][196/196] accuracy/top1: 77.3240 accuracy/top5: 93.6420 2022/12/05 09:18:23 - mmengine - INFO - Epoch(train) [106][ 100/5005] lr: 3.7961e-03 eta: 2:36:20 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.7177 2022/12/05 09:18:36 - mmengine - INFO - Epoch(train) [106][ 200/5005] lr: 3.7861e-03 eta: 2:36:07 time: 0.1276 data_time: 0.0019 memory: 4034 loss: 0.7661 2022/12/05 09:18:49 - mmengine - INFO - Epoch(train) [106][ 300/5005] lr: 3.7762e-03 eta: 2:35:55 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.8723 2022/12/05 09:19:02 - mmengine - INFO - Epoch(train) [106][ 400/5005] lr: 3.7662e-03 eta: 2:35:42 time: 0.1269 data_time: 0.0019 memory: 4034 loss: 0.7639 2022/12/05 09:19:11 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:19:15 - mmengine - INFO - Epoch(train) [106][ 500/5005] lr: 3.7562e-03 eta: 2:35:30 time: 0.1270 data_time: 0.0019 memory: 4034 loss: 0.7695 2022/12/05 09:19:27 - mmengine - INFO - Epoch(train) [106][ 600/5005] lr: 3.7463e-03 eta: 2:35:17 time: 0.1271 data_time: 0.0019 memory: 4034 loss: 0.8511 2022/12/05 09:19:40 - mmengine - INFO - Epoch(train) [106][ 700/5005] lr: 3.7364e-03 eta: 2:35:05 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7488 2022/12/05 09:19:53 - mmengine - INFO - Epoch(train) [106][ 800/5005] lr: 3.7265e-03 eta: 2:34:52 time: 0.1270 data_time: 0.0019 memory: 4034 loss: 0.7521 2022/12/05 09:20:06 - mmengine - INFO - Epoch(train) [106][ 900/5005] lr: 3.7166e-03 eta: 2:34:40 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.6871 2022/12/05 09:20:18 - mmengine - INFO - Epoch(train) [106][1000/5005] lr: 3.7067e-03 eta: 2:34:27 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.5863 2022/12/05 09:20:31 - mmengine - INFO - Epoch(train) [106][1100/5005] lr: 3.6968e-03 eta: 2:34:15 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.7659 2022/12/05 09:20:44 - mmengine - INFO - Epoch(train) [106][1200/5005] lr: 3.6869e-03 eta: 2:34:02 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.8399 2022/12/05 09:20:57 - mmengine - INFO - Epoch(train) [106][1300/5005] lr: 3.6771e-03 eta: 2:33:50 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.9016 2022/12/05 09:21:10 - mmengine - INFO - Epoch(train) [106][1400/5005] lr: 3.6672e-03 eta: 2:33:37 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8190 2022/12/05 09:21:19 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:21:22 - mmengine - INFO - Epoch(train) [106][1500/5005] lr: 3.6574e-03 eta: 2:33:25 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8676 2022/12/05 09:21:35 - mmengine - INFO - Epoch(train) [106][1600/5005] lr: 3.6476e-03 eta: 2:33:12 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.6858 2022/12/05 09:21:48 - mmengine - INFO - Epoch(train) [106][1700/5005] lr: 3.6378e-03 eta: 2:33:00 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.6835 2022/12/05 09:22:01 - mmengine - INFO - Epoch(train) [106][1800/5005] lr: 3.6280e-03 eta: 2:32:47 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 1.0848 2022/12/05 09:22:13 - mmengine - INFO - Epoch(train) [106][1900/5005] lr: 3.6182e-03 eta: 2:32:35 time: 0.1264 data_time: 0.0020 memory: 4034 loss: 0.7253 2022/12/05 09:22:26 - mmengine - INFO - Epoch(train) [106][2000/5005] lr: 3.6085e-03 eta: 2:32:22 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.7315 2022/12/05 09:22:39 - mmengine - INFO - Epoch(train) [106][2100/5005] lr: 3.5987e-03 eta: 2:32:10 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7669 2022/12/05 09:22:52 - mmengine - INFO - Epoch(train) [106][2200/5005] lr: 3.5890e-03 eta: 2:31:57 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.9046 2022/12/05 09:23:05 - mmengine - INFO - Epoch(train) [106][2300/5005] lr: 3.5793e-03 eta: 2:31:45 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.7565 2022/12/05 09:23:17 - mmengine - INFO - Epoch(train) [106][2400/5005] lr: 3.5696e-03 eta: 2:31:32 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.7688 2022/12/05 09:23:27 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:23:30 - mmengine - INFO - Epoch(train) [106][2500/5005] lr: 3.5599e-03 eta: 2:31:20 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.7730 2022/12/05 09:23:43 - mmengine - INFO - Epoch(train) [106][2600/5005] lr: 3.5502e-03 eta: 2:31:07 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.8868 2022/12/05 09:23:56 - mmengine - INFO - Epoch(train) [106][2700/5005] lr: 3.5405e-03 eta: 2:30:55 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.7805 2022/12/05 09:24:09 - mmengine - INFO - Epoch(train) [106][2800/5005] lr: 3.5308e-03 eta: 2:30:42 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.8709 2022/12/05 09:24:21 - mmengine - INFO - Epoch(train) [106][2900/5005] lr: 3.5212e-03 eta: 2:30:30 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.8295 2022/12/05 09:24:34 - mmengine - INFO - Epoch(train) [106][3000/5005] lr: 3.5116e-03 eta: 2:30:17 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.9458 2022/12/05 09:24:47 - mmengine - INFO - Epoch(train) [106][3100/5005] lr: 3.5019e-03 eta: 2:30:05 time: 0.1267 data_time: 0.0022 memory: 4034 loss: 0.9006 2022/12/05 09:25:00 - mmengine - INFO - Epoch(train) [106][3200/5005] lr: 3.4923e-03 eta: 2:29:52 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 1.0154 2022/12/05 09:25:12 - mmengine - INFO - Epoch(train) [106][3300/5005] lr: 3.4827e-03 eta: 2:29:40 time: 0.1274 data_time: 0.0020 memory: 4034 loss: 0.8000 2022/12/05 09:25:25 - mmengine - INFO - Epoch(train) [106][3400/5005] lr: 3.4731e-03 eta: 2:29:27 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.7911 2022/12/05 09:25:35 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:25:38 - mmengine - INFO - Epoch(train) [106][3500/5005] lr: 3.4636e-03 eta: 2:29:15 time: 0.1263 data_time: 0.0020 memory: 4034 loss: 0.7823 2022/12/05 09:25:51 - mmengine - INFO - Epoch(train) [106][3600/5005] lr: 3.4540e-03 eta: 2:29:03 time: 0.1267 data_time: 0.0021 memory: 4034 loss: 0.8834 2022/12/05 09:26:04 - mmengine - INFO - Epoch(train) [106][3700/5005] lr: 3.4445e-03 eta: 2:28:50 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.9175 2022/12/05 09:26:16 - mmengine - INFO - Epoch(train) [106][3800/5005] lr: 3.4349e-03 eta: 2:28:38 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7496 2022/12/05 09:26:29 - mmengine - INFO - Epoch(train) [106][3900/5005] lr: 3.4254e-03 eta: 2:28:25 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.6964 2022/12/05 09:26:42 - mmengine - INFO - Epoch(train) [106][4000/5005] lr: 3.4159e-03 eta: 2:28:13 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8905 2022/12/05 09:26:55 - mmengine - INFO - Epoch(train) [106][4100/5005] lr: 3.4064e-03 eta: 2:28:00 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.8444 2022/12/05 09:27:08 - mmengine - INFO - Epoch(train) [106][4200/5005] lr: 3.3969e-03 eta: 2:27:48 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.9177 2022/12/05 09:27:20 - mmengine - INFO - Epoch(train) [106][4300/5005] lr: 3.3875e-03 eta: 2:27:35 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7903 2022/12/05 09:27:33 - mmengine - INFO - Epoch(train) [106][4400/5005] lr: 3.3780e-03 eta: 2:27:23 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7687 2022/12/05 09:27:43 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:27:46 - mmengine - INFO - Epoch(train) [106][4500/5005] lr: 3.3686e-03 eta: 2:27:10 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.7629 2022/12/05 09:27:59 - mmengine - INFO - Epoch(train) [106][4600/5005] lr: 3.3591e-03 eta: 2:26:58 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.8479 2022/12/05 09:28:11 - mmengine - INFO - Epoch(train) [106][4700/5005] lr: 3.3497e-03 eta: 2:26:45 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.9513 2022/12/05 09:28:24 - mmengine - INFO - Epoch(train) [106][4800/5005] lr: 3.3403e-03 eta: 2:26:33 time: 0.1264 data_time: 0.0019 memory: 4034 loss: 0.6197 2022/12/05 09:28:37 - mmengine - INFO - Epoch(train) [106][4900/5005] lr: 3.3309e-03 eta: 2:26:20 time: 0.1269 data_time: 0.0019 memory: 4034 loss: 1.0039 2022/12/05 09:28:50 - mmengine - INFO - Epoch(train) [106][5000/5005] lr: 3.3215e-03 eta: 2:26:08 time: 0.1275 data_time: 0.0027 memory: 4034 loss: 0.8276 2022/12/05 09:28:50 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:28:50 - mmengine - INFO - Saving checkpoint at 106 epochs 2022/12/05 09:28:57 - mmengine - INFO - Epoch(val) [106][100/196] eta: 0:00:03 time: 0.0374 data_time: 0.0102 memory: 4034 2022/12/05 09:29:10 - mmengine - INFO - Epoch(val) [106][196/196] accuracy/top1: 77.5100 accuracy/top5: 93.6760 2022/12/05 09:29:23 - mmengine - INFO - Epoch(train) [107][ 100/5005] lr: 3.3117e-03 eta: 2:25:55 time: 0.1263 data_time: 0.0020 memory: 4034 loss: 0.8012 2022/12/05 09:29:36 - mmengine - INFO - Epoch(train) [107][ 200/5005] lr: 3.3024e-03 eta: 2:25:42 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8703 2022/12/05 09:29:49 - mmengine - INFO - Epoch(train) [107][ 300/5005] lr: 3.2930e-03 eta: 2:25:30 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8057 2022/12/05 09:30:02 - mmengine - INFO - Epoch(train) [107][ 400/5005] lr: 3.2837e-03 eta: 2:25:17 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.7768 2022/12/05 09:30:11 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:30:15 - mmengine - INFO - Epoch(train) [107][ 500/5005] lr: 3.2744e-03 eta: 2:25:05 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7861 2022/12/05 09:30:27 - mmengine - INFO - Epoch(train) [107][ 600/5005] lr: 3.2651e-03 eta: 2:24:52 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.8796 2022/12/05 09:30:40 - mmengine - INFO - Epoch(train) [107][ 700/5005] lr: 3.2558e-03 eta: 2:24:40 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.7927 2022/12/05 09:30:53 - mmengine - INFO - Epoch(train) [107][ 800/5005] lr: 3.2465e-03 eta: 2:24:27 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.6518 2022/12/05 09:31:06 - mmengine - INFO - Epoch(train) [107][ 900/5005] lr: 3.2372e-03 eta: 2:24:15 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.6830 2022/12/05 09:31:19 - mmengine - INFO - Epoch(train) [107][1000/5005] lr: 3.2280e-03 eta: 2:24:02 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7178 2022/12/05 09:31:31 - mmengine - INFO - Epoch(train) [107][1100/5005] lr: 3.2187e-03 eta: 2:23:50 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.9712 2022/12/05 09:31:44 - mmengine - INFO - Epoch(train) [107][1200/5005] lr: 3.2095e-03 eta: 2:23:37 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.6465 2022/12/05 09:31:57 - mmengine - INFO - Epoch(train) [107][1300/5005] lr: 3.2003e-03 eta: 2:23:25 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.7572 2022/12/05 09:32:10 - mmengine - INFO - Epoch(train) [107][1400/5005] lr: 3.1911e-03 eta: 2:23:12 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8572 2022/12/05 09:32:19 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:32:23 - mmengine - INFO - Epoch(train) [107][1500/5005] lr: 3.1819e-03 eta: 2:23:00 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.6793 2022/12/05 09:32:35 - mmengine - INFO - Epoch(train) [107][1600/5005] lr: 3.1727e-03 eta: 2:22:47 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.6053 2022/12/05 09:32:48 - mmengine - INFO - Epoch(train) [107][1700/5005] lr: 3.1636e-03 eta: 2:22:35 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.8069 2022/12/05 09:33:01 - mmengine - INFO - Epoch(train) [107][1800/5005] lr: 3.1544e-03 eta: 2:22:22 time: 0.1270 data_time: 0.0019 memory: 4034 loss: 0.6930 2022/12/05 09:33:14 - mmengine - INFO - Epoch(train) [107][1900/5005] lr: 3.1453e-03 eta: 2:22:10 time: 0.1269 data_time: 0.0019 memory: 4034 loss: 0.9642 2022/12/05 09:33:26 - mmengine - INFO - Epoch(train) [107][2000/5005] lr: 3.1362e-03 eta: 2:21:57 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.6482 2022/12/05 09:33:39 - mmengine - INFO - Epoch(train) [107][2100/5005] lr: 3.1271e-03 eta: 2:21:45 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.7368 2022/12/05 09:33:52 - mmengine - INFO - Epoch(train) [107][2200/5005] lr: 3.1180e-03 eta: 2:21:32 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7704 2022/12/05 09:34:05 - mmengine - INFO - Epoch(train) [107][2300/5005] lr: 3.1089e-03 eta: 2:21:20 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.7428 2022/12/05 09:34:18 - mmengine - INFO - Epoch(train) [107][2400/5005] lr: 3.0998e-03 eta: 2:21:07 time: 0.1269 data_time: 0.0019 memory: 4034 loss: 0.7913 2022/12/05 09:34:27 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:34:30 - mmengine - INFO - Epoch(train) [107][2500/5005] lr: 3.0908e-03 eta: 2:20:55 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.7101 2022/12/05 09:34:43 - mmengine - INFO - Epoch(train) [107][2600/5005] lr: 3.0817e-03 eta: 2:20:42 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.8673 2022/12/05 09:34:56 - mmengine - INFO - Epoch(train) [107][2700/5005] lr: 3.0727e-03 eta: 2:20:30 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8368 2022/12/05 09:35:09 - mmengine - INFO - Epoch(train) [107][2800/5005] lr: 3.0636e-03 eta: 2:20:17 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.6891 2022/12/05 09:35:22 - mmengine - INFO - Epoch(train) [107][2900/5005] lr: 3.0546e-03 eta: 2:20:05 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.7370 2022/12/05 09:35:34 - mmengine - INFO - Epoch(train) [107][3000/5005] lr: 3.0456e-03 eta: 2:19:52 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.8002 2022/12/05 09:35:47 - mmengine - INFO - Epoch(train) [107][3100/5005] lr: 3.0367e-03 eta: 2:19:40 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7186 2022/12/05 09:36:00 - mmengine - INFO - Epoch(train) [107][3200/5005] lr: 3.0277e-03 eta: 2:19:27 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7008 2022/12/05 09:36:13 - mmengine - INFO - Epoch(train) [107][3300/5005] lr: 3.0187e-03 eta: 2:19:15 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.9399 2022/12/05 09:36:26 - mmengine - INFO - Epoch(train) [107][3400/5005] lr: 3.0098e-03 eta: 2:19:02 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.7159 2022/12/05 09:36:35 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:36:38 - mmengine - INFO - Epoch(train) [107][3500/5005] lr: 3.0009e-03 eta: 2:18:50 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7009 2022/12/05 09:36:51 - mmengine - INFO - Epoch(train) [107][3600/5005] lr: 2.9919e-03 eta: 2:18:37 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8230 2022/12/05 09:37:04 - mmengine - INFO - Epoch(train) [107][3700/5005] lr: 2.9830e-03 eta: 2:18:25 time: 0.1269 data_time: 0.0019 memory: 4034 loss: 0.8127 2022/12/05 09:37:17 - mmengine - INFO - Epoch(train) [107][3800/5005] lr: 2.9742e-03 eta: 2:18:12 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.6719 2022/12/05 09:37:30 - mmengine - INFO - Epoch(train) [107][3900/5005] lr: 2.9653e-03 eta: 2:18:00 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.7442 2022/12/05 09:37:43 - mmengine - INFO - Epoch(train) [107][4000/5005] lr: 2.9564e-03 eta: 2:17:47 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7066 2022/12/05 09:37:55 - mmengine - INFO - Epoch(train) [107][4100/5005] lr: 2.9476e-03 eta: 2:17:35 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7172 2022/12/05 09:38:08 - mmengine - INFO - Epoch(train) [107][4200/5005] lr: 2.9387e-03 eta: 2:17:22 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.7500 2022/12/05 09:38:21 - mmengine - INFO - Epoch(train) [107][4300/5005] lr: 2.9299e-03 eta: 2:17:10 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.7731 2022/12/05 09:38:34 - mmengine - INFO - Epoch(train) [107][4400/5005] lr: 2.9211e-03 eta: 2:16:57 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.7504 2022/12/05 09:38:43 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:38:46 - mmengine - INFO - Epoch(train) [107][4500/5005] lr: 2.9123e-03 eta: 2:16:45 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.9171 2022/12/05 09:38:59 - mmengine - INFO - Epoch(train) [107][4600/5005] lr: 2.9035e-03 eta: 2:16:32 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.7950 2022/12/05 09:39:12 - mmengine - INFO - Epoch(train) [107][4700/5005] lr: 2.8947e-03 eta: 2:16:20 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.6583 2022/12/05 09:39:25 - mmengine - INFO - Epoch(train) [107][4800/5005] lr: 2.8859e-03 eta: 2:16:07 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.8831 2022/12/05 09:39:38 - mmengine - INFO - Epoch(train) [107][4900/5005] lr: 2.8772e-03 eta: 2:15:55 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.6414 2022/12/05 09:39:51 - mmengine - INFO - Epoch(train) [107][5000/5005] lr: 2.8684e-03 eta: 2:15:42 time: 0.1283 data_time: 0.0022 memory: 4034 loss: 0.6736 2022/12/05 09:39:51 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:39:51 - mmengine - INFO - Saving checkpoint at 107 epochs 2022/12/05 09:39:58 - mmengine - INFO - Epoch(val) [107][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0083 memory: 4034 2022/12/05 09:40:11 - mmengine - INFO - Epoch(val) [107][196/196] accuracy/top1: 77.5020 accuracy/top5: 93.7700 2022/12/05 09:40:24 - mmengine - INFO - Epoch(train) [108][ 100/5005] lr: 2.8593e-03 eta: 2:15:29 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7869 2022/12/05 09:40:37 - mmengine - INFO - Epoch(train) [108][ 200/5005] lr: 2.8506e-03 eta: 2:15:17 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.8502 2022/12/05 09:40:50 - mmengine - INFO - Epoch(train) [108][ 300/5005] lr: 2.8419e-03 eta: 2:15:04 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.7430 2022/12/05 09:41:02 - mmengine - INFO - Epoch(train) [108][ 400/5005] lr: 2.8332e-03 eta: 2:14:52 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.8168 2022/12/05 09:41:11 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:41:15 - mmengine - INFO - Epoch(train) [108][ 500/5005] lr: 2.8245e-03 eta: 2:14:39 time: 0.1264 data_time: 0.0020 memory: 4034 loss: 0.8206 2022/12/05 09:41:28 - mmengine - INFO - Epoch(train) [108][ 600/5005] lr: 2.8159e-03 eta: 2:14:27 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.8314 2022/12/05 09:41:41 - mmengine - INFO - Epoch(train) [108][ 700/5005] lr: 2.8072e-03 eta: 2:14:14 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7390 2022/12/05 09:41:54 - mmengine - INFO - Epoch(train) [108][ 800/5005] lr: 2.7986e-03 eta: 2:14:02 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.7961 2022/12/05 09:42:06 - mmengine - INFO - Epoch(train) [108][ 900/5005] lr: 2.7900e-03 eta: 2:13:49 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.7618 2022/12/05 09:42:19 - mmengine - INFO - Epoch(train) [108][1000/5005] lr: 2.7814e-03 eta: 2:13:37 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.8174 2022/12/05 09:42:32 - mmengine - INFO - Epoch(train) [108][1100/5005] lr: 2.7728e-03 eta: 2:13:24 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.6666 2022/12/05 09:42:45 - mmengine - INFO - Epoch(train) [108][1200/5005] lr: 2.7642e-03 eta: 2:13:12 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.6487 2022/12/05 09:42:58 - mmengine - INFO - Epoch(train) [108][1300/5005] lr: 2.7556e-03 eta: 2:12:59 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.9587 2022/12/05 09:43:10 - mmengine - INFO - Epoch(train) [108][1400/5005] lr: 2.7471e-03 eta: 2:12:47 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.7882 2022/12/05 09:43:19 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:43:23 - mmengine - INFO - Epoch(train) [108][1500/5005] lr: 2.7385e-03 eta: 2:12:34 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.9103 2022/12/05 09:43:36 - mmengine - INFO - Epoch(train) [108][1600/5005] lr: 2.7300e-03 eta: 2:12:22 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7239 2022/12/05 09:43:49 - mmengine - INFO - Epoch(train) [108][1700/5005] lr: 2.7215e-03 eta: 2:12:09 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.7107 2022/12/05 09:44:01 - mmengine - INFO - Epoch(train) [108][1800/5005] lr: 2.7130e-03 eta: 2:11:57 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 1.0544 2022/12/05 09:44:14 - mmengine - INFO - Epoch(train) [108][1900/5005] lr: 2.7045e-03 eta: 2:11:44 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.8295 2022/12/05 09:44:27 - mmengine - INFO - Epoch(train) [108][2000/5005] lr: 2.6960e-03 eta: 2:11:32 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7079 2022/12/05 09:44:40 - mmengine - INFO - Epoch(train) [108][2100/5005] lr: 2.6875e-03 eta: 2:11:19 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.6743 2022/12/05 09:44:53 - mmengine - INFO - Epoch(train) [108][2200/5005] lr: 2.6791e-03 eta: 2:11:07 time: 0.1273 data_time: 0.0020 memory: 4034 loss: 0.7046 2022/12/05 09:45:05 - mmengine - INFO - Epoch(train) [108][2300/5005] lr: 2.6706e-03 eta: 2:10:54 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6291 2022/12/05 09:45:18 - mmengine - INFO - Epoch(train) [108][2400/5005] lr: 2.6622e-03 eta: 2:10:42 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7056 2022/12/05 09:45:27 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:45:31 - mmengine - INFO - Epoch(train) [108][2500/5005] lr: 2.6538e-03 eta: 2:10:29 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.8004 2022/12/05 09:45:44 - mmengine - INFO - Epoch(train) [108][2600/5005] lr: 2.6454e-03 eta: 2:10:17 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.7525 2022/12/05 09:45:57 - mmengine - INFO - Epoch(train) [108][2700/5005] lr: 2.6370e-03 eta: 2:10:04 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8118 2022/12/05 09:46:09 - mmengine - INFO - Epoch(train) [108][2800/5005] lr: 2.6286e-03 eta: 2:09:52 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.7415 2022/12/05 09:46:22 - mmengine - INFO - Epoch(train) [108][2900/5005] lr: 2.6203e-03 eta: 2:09:39 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.5965 2022/12/05 09:46:35 - mmengine - INFO - Epoch(train) [108][3000/5005] lr: 2.6119e-03 eta: 2:09:27 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7775 2022/12/05 09:46:48 - mmengine - INFO - Epoch(train) [108][3100/5005] lr: 2.6036e-03 eta: 2:09:14 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7894 2022/12/05 09:47:01 - mmengine - INFO - Epoch(train) [108][3200/5005] lr: 2.5953e-03 eta: 2:09:02 time: 0.1265 data_time: 0.0019 memory: 4034 loss: 0.9058 2022/12/05 09:47:13 - mmengine - INFO - Epoch(train) [108][3300/5005] lr: 2.5869e-03 eta: 2:08:49 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.7719 2022/12/05 09:47:26 - mmengine - INFO - Epoch(train) [108][3400/5005] lr: 2.5786e-03 eta: 2:08:37 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.6925 2022/12/05 09:47:35 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:47:39 - mmengine - INFO - Epoch(train) [108][3500/5005] lr: 2.5704e-03 eta: 2:08:24 time: 0.1273 data_time: 0.0019 memory: 4034 loss: 0.8856 2022/12/05 09:47:52 - mmengine - INFO - Epoch(train) [108][3600/5005] lr: 2.5621e-03 eta: 2:08:12 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.8405 2022/12/05 09:48:05 - mmengine - INFO - Epoch(train) [108][3700/5005] lr: 2.5538e-03 eta: 2:07:59 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.7260 2022/12/05 09:48:17 - mmengine - INFO - Epoch(train) [108][3800/5005] lr: 2.5456e-03 eta: 2:07:47 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.6584 2022/12/05 09:48:30 - mmengine - INFO - Epoch(train) [108][3900/5005] lr: 2.5374e-03 eta: 2:07:34 time: 0.1264 data_time: 0.0020 memory: 4034 loss: 0.7305 2022/12/05 09:48:43 - mmengine - INFO - Epoch(train) [108][4000/5005] lr: 2.5291e-03 eta: 2:07:22 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.7378 2022/12/05 09:48:56 - mmengine - INFO - Epoch(train) [108][4100/5005] lr: 2.5209e-03 eta: 2:07:09 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.7213 2022/12/05 09:49:09 - mmengine - INFO - Epoch(train) [108][4200/5005] lr: 2.5127e-03 eta: 2:06:57 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7784 2022/12/05 09:49:21 - mmengine - INFO - Epoch(train) [108][4300/5005] lr: 2.5046e-03 eta: 2:06:44 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.6527 2022/12/05 09:49:34 - mmengine - INFO - Epoch(train) [108][4400/5005] lr: 2.4964e-03 eta: 2:06:32 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.8530 2022/12/05 09:49:42 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:49:47 - mmengine - INFO - Epoch(train) [108][4500/5005] lr: 2.4882e-03 eta: 2:06:19 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.8971 2022/12/05 09:50:00 - mmengine - INFO - Epoch(train) [108][4600/5005] lr: 2.4801e-03 eta: 2:06:07 time: 0.1269 data_time: 0.0019 memory: 4034 loss: 0.7371 2022/12/05 09:50:13 - mmengine - INFO - Epoch(train) [108][4700/5005] lr: 2.4720e-03 eta: 2:05:55 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8159 2022/12/05 09:50:25 - mmengine - INFO - Epoch(train) [108][4800/5005] lr: 2.4639e-03 eta: 2:05:42 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8374 2022/12/05 09:50:38 - mmengine - INFO - Epoch(train) [108][4900/5005] lr: 2.4557e-03 eta: 2:05:30 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.6366 2022/12/05 09:50:51 - mmengine - INFO - Epoch(train) [108][5000/5005] lr: 2.4477e-03 eta: 2:05:17 time: 0.1276 data_time: 0.0028 memory: 4034 loss: 0.7874 2022/12/05 09:50:51 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:50:51 - mmengine - INFO - Saving checkpoint at 108 epochs 2022/12/05 09:50:58 - mmengine - INFO - Epoch(val) [108][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0078 memory: 4034 2022/12/05 09:51:11 - mmengine - INFO - Epoch(val) [108][196/196] accuracy/top1: 77.8720 accuracy/top5: 93.8360 2022/12/05 09:51:24 - mmengine - INFO - Epoch(train) [109][ 100/5005] lr: 2.4392e-03 eta: 2:05:04 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.6640 2022/12/05 09:51:37 - mmengine - INFO - Epoch(train) [109][ 200/5005] lr: 2.4311e-03 eta: 2:04:51 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.7025 2022/12/05 09:51:50 - mmengine - INFO - Epoch(train) [109][ 300/5005] lr: 2.4231e-03 eta: 2:04:39 time: 0.1270 data_time: 0.0019 memory: 4034 loss: 0.7652 2022/12/05 09:52:03 - mmengine - INFO - Epoch(train) [109][ 400/5005] lr: 2.4150e-03 eta: 2:04:26 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.8142 2022/12/05 09:52:10 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:52:15 - mmengine - INFO - Epoch(train) [109][ 500/5005] lr: 2.4070e-03 eta: 2:04:14 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.7450 2022/12/05 09:52:28 - mmengine - INFO - Epoch(train) [109][ 600/5005] lr: 2.3990e-03 eta: 2:04:01 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6895 2022/12/05 09:52:41 - mmengine - INFO - Epoch(train) [109][ 700/5005] lr: 2.3910e-03 eta: 2:03:49 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.7267 2022/12/05 09:52:54 - mmengine - INFO - Epoch(train) [109][ 800/5005] lr: 2.3830e-03 eta: 2:03:36 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7259 2022/12/05 09:53:07 - mmengine - INFO - Epoch(train) [109][ 900/5005] lr: 2.3750e-03 eta: 2:03:24 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6734 2022/12/05 09:53:20 - mmengine - INFO - Epoch(train) [109][1000/5005] lr: 2.3671e-03 eta: 2:03:11 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.6574 2022/12/05 09:53:32 - mmengine - INFO - Epoch(train) [109][1100/5005] lr: 2.3591e-03 eta: 2:02:59 time: 0.1273 data_time: 0.0020 memory: 4034 loss: 0.6200 2022/12/05 09:53:45 - mmengine - INFO - Epoch(train) [109][1200/5005] lr: 2.3512e-03 eta: 2:02:46 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.7283 2022/12/05 09:53:58 - mmengine - INFO - Epoch(train) [109][1300/5005] lr: 2.3433e-03 eta: 2:02:34 time: 0.1269 data_time: 0.0019 memory: 4034 loss: 0.7032 2022/12/05 09:54:11 - mmengine - INFO - Epoch(train) [109][1400/5005] lr: 2.3354e-03 eta: 2:02:21 time: 0.1269 data_time: 0.0019 memory: 4034 loss: 0.6945 2022/12/05 09:54:18 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:54:24 - mmengine - INFO - Epoch(train) [109][1500/5005] lr: 2.3275e-03 eta: 2:02:09 time: 0.1269 data_time: 0.0019 memory: 4034 loss: 0.7120 2022/12/05 09:54:36 - mmengine - INFO - Epoch(train) [109][1600/5005] lr: 2.3196e-03 eta: 2:01:56 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.7370 2022/12/05 09:54:49 - mmengine - INFO - Epoch(train) [109][1700/5005] lr: 2.3117e-03 eta: 2:01:44 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.6678 2022/12/05 09:55:02 - mmengine - INFO - Epoch(train) [109][1800/5005] lr: 2.3039e-03 eta: 2:01:31 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7491 2022/12/05 09:55:15 - mmengine - INFO - Epoch(train) [109][1900/5005] lr: 2.2960e-03 eta: 2:01:19 time: 0.1277 data_time: 0.0019 memory: 4034 loss: 0.5519 2022/12/05 09:55:28 - mmengine - INFO - Epoch(train) [109][2000/5005] lr: 2.2882e-03 eta: 2:01:06 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.6320 2022/12/05 09:55:40 - mmengine - INFO - Epoch(train) [109][2100/5005] lr: 2.2804e-03 eta: 2:00:54 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.6466 2022/12/05 09:55:53 - mmengine - INFO - Epoch(train) [109][2200/5005] lr: 2.2726e-03 eta: 2:00:41 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6436 2022/12/05 09:56:06 - mmengine - INFO - Epoch(train) [109][2300/5005] lr: 2.2648e-03 eta: 2:00:29 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7806 2022/12/05 09:56:19 - mmengine - INFO - Epoch(train) [109][2400/5005] lr: 2.2570e-03 eta: 2:00:16 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6936 2022/12/05 09:56:26 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:56:32 - mmengine - INFO - Epoch(train) [109][2500/5005] lr: 2.2493e-03 eta: 2:00:04 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7904 2022/12/05 09:56:44 - mmengine - INFO - Epoch(train) [109][2600/5005] lr: 2.2415e-03 eta: 1:59:51 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.6880 2022/12/05 09:56:57 - mmengine - INFO - Epoch(train) [109][2700/5005] lr: 2.2338e-03 eta: 1:59:39 time: 0.1271 data_time: 0.0021 memory: 4034 loss: 0.7914 2022/12/05 09:57:10 - mmengine - INFO - Epoch(train) [109][2800/5005] lr: 2.2261e-03 eta: 1:59:26 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7391 2022/12/05 09:57:23 - mmengine - INFO - Epoch(train) [109][2900/5005] lr: 2.2184e-03 eta: 1:59:14 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.5973 2022/12/05 09:57:36 - mmengine - INFO - Epoch(train) [109][3000/5005] lr: 2.2107e-03 eta: 1:59:01 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7054 2022/12/05 09:57:48 - mmengine - INFO - Epoch(train) [109][3100/5005] lr: 2.2030e-03 eta: 1:58:49 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7284 2022/12/05 09:58:01 - mmengine - INFO - Epoch(train) [109][3200/5005] lr: 2.1953e-03 eta: 1:58:36 time: 0.1270 data_time: 0.0019 memory: 4034 loss: 0.6965 2022/12/05 09:58:14 - mmengine - INFO - Epoch(train) [109][3300/5005] lr: 2.1876e-03 eta: 1:58:24 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.8753 2022/12/05 09:58:27 - mmengine - INFO - Epoch(train) [109][3400/5005] lr: 2.1800e-03 eta: 1:58:11 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7564 2022/12/05 09:58:35 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 09:58:40 - mmengine - INFO - Epoch(train) [109][3500/5005] lr: 2.1724e-03 eta: 1:57:59 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.9804 2022/12/05 09:58:52 - mmengine - INFO - Epoch(train) [109][3600/5005] lr: 2.1647e-03 eta: 1:57:46 time: 0.1273 data_time: 0.0021 memory: 4034 loss: 0.7560 2022/12/05 09:59:05 - mmengine - INFO - Epoch(train) [109][3700/5005] lr: 2.1571e-03 eta: 1:57:34 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6998 2022/12/05 09:59:18 - mmengine - INFO - Epoch(train) [109][3800/5005] lr: 2.1495e-03 eta: 1:57:21 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6507 2022/12/05 09:59:31 - mmengine - INFO - Epoch(train) [109][3900/5005] lr: 2.1420e-03 eta: 1:57:09 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7357 2022/12/05 09:59:44 - mmengine - INFO - Epoch(train) [109][4000/5005] lr: 2.1344e-03 eta: 1:56:56 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7889 2022/12/05 09:59:56 - mmengine - INFO - Epoch(train) [109][4100/5005] lr: 2.1268e-03 eta: 1:56:44 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.5949 2022/12/05 10:00:09 - mmengine - INFO - Epoch(train) [109][4200/5005] lr: 2.1193e-03 eta: 1:56:31 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.9286 2022/12/05 10:00:22 - mmengine - INFO - Epoch(train) [109][4300/5005] lr: 2.1118e-03 eta: 1:56:19 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7408 2022/12/05 10:00:35 - mmengine - INFO - Epoch(train) [109][4400/5005] lr: 2.1043e-03 eta: 1:56:06 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.6422 2022/12/05 10:00:43 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:00:48 - mmengine - INFO - Epoch(train) [109][4500/5005] lr: 2.0968e-03 eta: 1:55:54 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6208 2022/12/05 10:01:01 - mmengine - INFO - Epoch(train) [109][4600/5005] lr: 2.0893e-03 eta: 1:55:41 time: 0.1269 data_time: 0.0019 memory: 4034 loss: 0.8058 2022/12/05 10:01:13 - mmengine - INFO - Epoch(train) [109][4700/5005] lr: 2.0818e-03 eta: 1:55:29 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7518 2022/12/05 10:01:26 - mmengine - INFO - Epoch(train) [109][4800/5005] lr: 2.0743e-03 eta: 1:55:16 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7521 2022/12/05 10:01:39 - mmengine - INFO - Epoch(train) [109][4900/5005] lr: 2.0669e-03 eta: 1:55:04 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.7487 2022/12/05 10:01:52 - mmengine - INFO - Epoch(train) [109][5000/5005] lr: 2.0595e-03 eta: 1:54:51 time: 0.1278 data_time: 0.0028 memory: 4034 loss: 0.7068 2022/12/05 10:01:52 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:01:52 - mmengine - INFO - Saving checkpoint at 109 epochs 2022/12/05 10:01:59 - mmengine - INFO - Epoch(val) [109][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0080 memory: 4034 2022/12/05 10:02:12 - mmengine - INFO - Epoch(val) [109][196/196] accuracy/top1: 77.9240 accuracy/top5: 93.8740 2022/12/05 10:02:25 - mmengine - INFO - Epoch(train) [110][ 100/5005] lr: 2.0517e-03 eta: 1:54:38 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7281 2022/12/05 10:02:38 - mmengine - INFO - Epoch(train) [110][ 200/5005] lr: 2.0443e-03 eta: 1:54:26 time: 0.1309 data_time: 0.0019 memory: 4034 loss: 0.7524 2022/12/05 10:02:51 - mmengine - INFO - Epoch(train) [110][ 300/5005] lr: 2.0369e-03 eta: 1:54:13 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7294 2022/12/05 10:03:04 - mmengine - INFO - Epoch(train) [110][ 400/5005] lr: 2.0295e-03 eta: 1:54:01 time: 0.1276 data_time: 0.0019 memory: 4034 loss: 0.6403 2022/12/05 10:03:11 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:03:17 - mmengine - INFO - Epoch(train) [110][ 500/5005] lr: 2.0221e-03 eta: 1:53:48 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.8188 2022/12/05 10:03:29 - mmengine - INFO - Epoch(train) [110][ 600/5005] lr: 2.0148e-03 eta: 1:53:36 time: 0.1267 data_time: 0.0021 memory: 4034 loss: 0.7258 2022/12/05 10:03:42 - mmengine - INFO - Epoch(train) [110][ 700/5005] lr: 2.0074e-03 eta: 1:53:23 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.5768 2022/12/05 10:03:55 - mmengine - INFO - Epoch(train) [110][ 800/5005] lr: 2.0001e-03 eta: 1:53:11 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.8268 2022/12/05 10:04:08 - mmengine - INFO - Epoch(train) [110][ 900/5005] lr: 1.9928e-03 eta: 1:52:58 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6477 2022/12/05 10:04:21 - mmengine - INFO - Epoch(train) [110][1000/5005] lr: 1.9855e-03 eta: 1:52:46 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.8330 2022/12/05 10:04:33 - mmengine - INFO - Epoch(train) [110][1100/5005] lr: 1.9782e-03 eta: 1:52:33 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.9241 2022/12/05 10:04:46 - mmengine - INFO - Epoch(train) [110][1200/5005] lr: 1.9709e-03 eta: 1:52:21 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7018 2022/12/05 10:04:59 - mmengine - INFO - Epoch(train) [110][1300/5005] lr: 1.9636e-03 eta: 1:52:08 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.8344 2022/12/05 10:05:12 - mmengine - INFO - Epoch(train) [110][1400/5005] lr: 1.9564e-03 eta: 1:51:56 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.6140 2022/12/05 10:05:19 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:05:25 - mmengine - INFO - Epoch(train) [110][1500/5005] lr: 1.9491e-03 eta: 1:51:43 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.9049 2022/12/05 10:05:37 - mmengine - INFO - Epoch(train) [110][1600/5005] lr: 1.9419e-03 eta: 1:51:31 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7724 2022/12/05 10:05:50 - mmengine - INFO - Epoch(train) [110][1700/5005] lr: 1.9347e-03 eta: 1:51:18 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.8763 2022/12/05 10:06:03 - mmengine - INFO - Epoch(train) [110][1800/5005] lr: 1.9275e-03 eta: 1:51:06 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7987 2022/12/05 10:06:16 - mmengine - INFO - Epoch(train) [110][1900/5005] lr: 1.9203e-03 eta: 1:50:53 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7474 2022/12/05 10:06:29 - mmengine - INFO - Epoch(train) [110][2000/5005] lr: 1.9131e-03 eta: 1:50:41 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7727 2022/12/05 10:06:41 - mmengine - INFO - Epoch(train) [110][2100/5005] lr: 1.9060e-03 eta: 1:50:28 time: 0.1268 data_time: 0.0022 memory: 4034 loss: 0.7135 2022/12/05 10:06:54 - mmengine - INFO - Epoch(train) [110][2200/5005] lr: 1.8988e-03 eta: 1:50:16 time: 0.1266 data_time: 0.0019 memory: 4034 loss: 0.7340 2022/12/05 10:07:07 - mmengine - INFO - Epoch(train) [110][2300/5005] lr: 1.8917e-03 eta: 1:50:03 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.6654 2022/12/05 10:07:20 - mmengine - INFO - Epoch(train) [110][2400/5005] lr: 1.8846e-03 eta: 1:49:51 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.7314 2022/12/05 10:07:27 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:07:33 - mmengine - INFO - Epoch(train) [110][2500/5005] lr: 1.8775e-03 eta: 1:49:38 time: 0.1269 data_time: 0.0019 memory: 4034 loss: 0.6438 2022/12/05 10:07:45 - mmengine - INFO - Epoch(train) [110][2600/5005] lr: 1.8704e-03 eta: 1:49:26 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7713 2022/12/05 10:07:58 - mmengine - INFO - Epoch(train) [110][2700/5005] lr: 1.8633e-03 eta: 1:49:13 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.8393 2022/12/05 10:08:11 - mmengine - INFO - Epoch(train) [110][2800/5005] lr: 1.8562e-03 eta: 1:49:01 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6484 2022/12/05 10:08:24 - mmengine - INFO - Epoch(train) [110][2900/5005] lr: 1.8492e-03 eta: 1:48:48 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.8846 2022/12/05 10:08:37 - mmengine - INFO - Epoch(train) [110][3000/5005] lr: 1.8422e-03 eta: 1:48:36 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7225 2022/12/05 10:08:49 - mmengine - INFO - Epoch(train) [110][3100/5005] lr: 1.8351e-03 eta: 1:48:23 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.8219 2022/12/05 10:09:02 - mmengine - INFO - Epoch(train) [110][3200/5005] lr: 1.8281e-03 eta: 1:48:11 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.6825 2022/12/05 10:09:15 - mmengine - INFO - Epoch(train) [110][3300/5005] lr: 1.8211e-03 eta: 1:47:58 time: 0.1272 data_time: 0.0019 memory: 4034 loss: 0.6375 2022/12/05 10:09:28 - mmengine - INFO - Epoch(train) [110][3400/5005] lr: 1.8141e-03 eta: 1:47:46 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7953 2022/12/05 10:09:35 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:09:41 - mmengine - INFO - Epoch(train) [110][3500/5005] lr: 1.8071e-03 eta: 1:47:33 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.6897 2022/12/05 10:09:53 - mmengine - INFO - Epoch(train) [110][3600/5005] lr: 1.8002e-03 eta: 1:47:21 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7378 2022/12/05 10:10:06 - mmengine - INFO - Epoch(train) [110][3700/5005] lr: 1.7932e-03 eta: 1:47:08 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.8637 2022/12/05 10:10:19 - mmengine - INFO - Epoch(train) [110][3800/5005] lr: 1.7863e-03 eta: 1:46:56 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7177 2022/12/05 10:10:32 - mmengine - INFO - Epoch(train) [110][3900/5005] lr: 1.7794e-03 eta: 1:46:43 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.8551 2022/12/05 10:10:45 - mmengine - INFO - Epoch(train) [110][4000/5005] lr: 1.7725e-03 eta: 1:46:31 time: 0.1277 data_time: 0.0019 memory: 4034 loss: 0.6639 2022/12/05 10:10:58 - mmengine - INFO - Epoch(train) [110][4100/5005] lr: 1.7656e-03 eta: 1:46:18 time: 0.1270 data_time: 0.0022 memory: 4034 loss: 0.8049 2022/12/05 10:11:10 - mmengine - INFO - Epoch(train) [110][4200/5005] lr: 1.7587e-03 eta: 1:46:06 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.8722 2022/12/05 10:11:23 - mmengine - INFO - Epoch(train) [110][4300/5005] lr: 1.7518e-03 eta: 1:45:53 time: 0.1275 data_time: 0.0019 memory: 4034 loss: 0.7469 2022/12/05 10:11:36 - mmengine - INFO - Epoch(train) [110][4400/5005] lr: 1.7450e-03 eta: 1:45:41 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.7058 2022/12/05 10:11:43 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:11:49 - mmengine - INFO - Epoch(train) [110][4500/5005] lr: 1.7381e-03 eta: 1:45:28 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.7290 2022/12/05 10:12:02 - mmengine - INFO - Epoch(train) [110][4600/5005] lr: 1.7313e-03 eta: 1:45:16 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7007 2022/12/05 10:12:14 - mmengine - INFO - Epoch(train) [110][4700/5005] lr: 1.7245e-03 eta: 1:45:03 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.7362 2022/12/05 10:12:27 - mmengine - INFO - Epoch(train) [110][4800/5005] lr: 1.7177e-03 eta: 1:44:51 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7706 2022/12/05 10:12:40 - mmengine - INFO - Epoch(train) [110][4900/5005] lr: 1.7109e-03 eta: 1:44:38 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.7584 2022/12/05 10:12:53 - mmengine - INFO - Epoch(train) [110][5000/5005] lr: 1.7041e-03 eta: 1:44:26 time: 0.1285 data_time: 0.0030 memory: 4034 loss: 0.7289 2022/12/05 10:12:53 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:12:53 - mmengine - INFO - Saving checkpoint at 110 epochs 2022/12/05 10:13:00 - mmengine - INFO - Epoch(val) [110][100/196] eta: 0:00:03 time: 0.0346 data_time: 0.0074 memory: 4034 2022/12/05 10:13:13 - mmengine - INFO - Epoch(val) [110][196/196] accuracy/top1: 77.9380 accuracy/top5: 93.9320 2022/12/05 10:13:26 - mmengine - INFO - Epoch(train) [111][ 100/5005] lr: 1.6970e-03 eta: 1:44:13 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.7187 2022/12/05 10:13:39 - mmengine - INFO - Epoch(train) [111][ 200/5005] lr: 1.6903e-03 eta: 1:44:00 time: 0.1268 data_time: 0.0019 memory: 4034 loss: 0.7319 2022/12/05 10:13:52 - mmengine - INFO - Epoch(train) [111][ 300/5005] lr: 1.6835e-03 eta: 1:43:48 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6480 2022/12/05 10:14:05 - mmengine - INFO - Epoch(train) [111][ 400/5005] lr: 1.6768e-03 eta: 1:43:35 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7456 2022/12/05 10:14:11 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:14:18 - mmengine - INFO - Epoch(train) [111][ 500/5005] lr: 1.6701e-03 eta: 1:43:23 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.5941 2022/12/05 10:14:30 - mmengine - INFO - Epoch(train) [111][ 600/5005] lr: 1.6634e-03 eta: 1:43:10 time: 0.1270 data_time: 0.0019 memory: 4034 loss: 0.7100 2022/12/05 10:14:43 - mmengine - INFO - Epoch(train) [111][ 700/5005] lr: 1.6567e-03 eta: 1:42:58 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.8127 2022/12/05 10:14:56 - mmengine - INFO - Epoch(train) [111][ 800/5005] lr: 1.6500e-03 eta: 1:42:45 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7192 2022/12/05 10:15:09 - mmengine - INFO - Epoch(train) [111][ 900/5005] lr: 1.6434e-03 eta: 1:42:33 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7088 2022/12/05 10:15:22 - mmengine - INFO - Epoch(train) [111][1000/5005] lr: 1.6367e-03 eta: 1:42:20 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.7864 2022/12/05 10:15:35 - mmengine - INFO - Epoch(train) [111][1100/5005] lr: 1.6301e-03 eta: 1:42:08 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.6485 2022/12/05 10:15:47 - mmengine - INFO - Epoch(train) [111][1200/5005] lr: 1.6235e-03 eta: 1:41:55 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7116 2022/12/05 10:16:00 - mmengine - INFO - Epoch(train) [111][1300/5005] lr: 1.6169e-03 eta: 1:41:43 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.6286 2022/12/05 10:16:13 - mmengine - INFO - Epoch(train) [111][1400/5005] lr: 1.6103e-03 eta: 1:41:30 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7801 2022/12/05 10:16:19 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:16:26 - mmengine - INFO - Epoch(train) [111][1500/5005] lr: 1.6037e-03 eta: 1:41:18 time: 0.1266 data_time: 0.0021 memory: 4034 loss: 0.6949 2022/12/05 10:16:39 - mmengine - INFO - Epoch(train) [111][1600/5005] lr: 1.5972e-03 eta: 1:41:05 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7040 2022/12/05 10:16:51 - mmengine - INFO - Epoch(train) [111][1700/5005] lr: 1.5906e-03 eta: 1:40:53 time: 0.1276 data_time: 0.0020 memory: 4034 loss: 0.6472 2022/12/05 10:17:04 - mmengine - INFO - Epoch(train) [111][1800/5005] lr: 1.5841e-03 eta: 1:40:40 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.6956 2022/12/05 10:17:17 - mmengine - INFO - Epoch(train) [111][1900/5005] lr: 1.5775e-03 eta: 1:40:28 time: 0.1270 data_time: 0.0019 memory: 4034 loss: 0.7788 2022/12/05 10:17:30 - mmengine - INFO - Epoch(train) [111][2000/5005] lr: 1.5710e-03 eta: 1:40:15 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6188 2022/12/05 10:17:43 - mmengine - INFO - Epoch(train) [111][2100/5005] lr: 1.5645e-03 eta: 1:40:03 time: 0.1273 data_time: 0.0020 memory: 4034 loss: 0.7356 2022/12/05 10:17:55 - mmengine - INFO - Epoch(train) [111][2200/5005] lr: 1.5581e-03 eta: 1:39:50 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6879 2022/12/05 10:18:08 - mmengine - INFO - Epoch(train) [111][2300/5005] lr: 1.5516e-03 eta: 1:39:38 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7044 2022/12/05 10:18:21 - mmengine - INFO - Epoch(train) [111][2400/5005] lr: 1.5451e-03 eta: 1:39:25 time: 0.1269 data_time: 0.0019 memory: 4034 loss: 0.7614 2022/12/05 10:18:27 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:18:34 - mmengine - INFO - Epoch(train) [111][2500/5005] lr: 1.5387e-03 eta: 1:39:13 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.8451 2022/12/05 10:18:47 - mmengine - INFO - Epoch(train) [111][2600/5005] lr: 1.5322e-03 eta: 1:39:00 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.8261 2022/12/05 10:18:59 - mmengine - INFO - Epoch(train) [111][2700/5005] lr: 1.5258e-03 eta: 1:38:48 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6364 2022/12/05 10:19:12 - mmengine - INFO - Epoch(train) [111][2800/5005] lr: 1.5194e-03 eta: 1:38:35 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.5213 2022/12/05 10:19:25 - mmengine - INFO - Epoch(train) [111][2900/5005] lr: 1.5130e-03 eta: 1:38:23 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.7369 2022/12/05 10:19:38 - mmengine - INFO - Epoch(train) [111][3000/5005] lr: 1.5067e-03 eta: 1:38:10 time: 0.1269 data_time: 0.0019 memory: 4034 loss: 0.7990 2022/12/05 10:19:51 - mmengine - INFO - Epoch(train) [111][3100/5005] lr: 1.5003e-03 eta: 1:37:58 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.8662 2022/12/05 10:20:04 - mmengine - INFO - Epoch(train) [111][3200/5005] lr: 1.4939e-03 eta: 1:37:45 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.6708 2022/12/05 10:20:16 - mmengine - INFO - Epoch(train) [111][3300/5005] lr: 1.4876e-03 eta: 1:37:33 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7634 2022/12/05 10:20:29 - mmengine - INFO - Epoch(train) [111][3400/5005] lr: 1.4813e-03 eta: 1:37:20 time: 0.1300 data_time: 0.0021 memory: 4034 loss: 0.6672 2022/12/05 10:20:36 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:20:42 - mmengine - INFO - Epoch(train) [111][3500/5005] lr: 1.4750e-03 eta: 1:37:08 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.8433 2022/12/05 10:20:55 - mmengine - INFO - Epoch(train) [111][3600/5005] lr: 1.4687e-03 eta: 1:36:55 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6926 2022/12/05 10:21:08 - mmengine - INFO - Epoch(train) [111][3700/5005] lr: 1.4624e-03 eta: 1:36:43 time: 0.1271 data_time: 0.0021 memory: 4034 loss: 0.6860 2022/12/05 10:21:21 - mmengine - INFO - Epoch(train) [111][3800/5005] lr: 1.4561e-03 eta: 1:36:30 time: 0.1277 data_time: 0.0020 memory: 4034 loss: 0.7249 2022/12/05 10:21:33 - mmengine - INFO - Epoch(train) [111][3900/5005] lr: 1.4498e-03 eta: 1:36:18 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.5282 2022/12/05 10:21:46 - mmengine - INFO - Epoch(train) [111][4000/5005] lr: 1.4436e-03 eta: 1:36:05 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7599 2022/12/05 10:21:59 - mmengine - INFO - Epoch(train) [111][4100/5005] lr: 1.4374e-03 eta: 1:35:53 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.6384 2022/12/05 10:22:12 - mmengine - INFO - Epoch(train) [111][4200/5005] lr: 1.4311e-03 eta: 1:35:40 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.8358 2022/12/05 10:22:25 - mmengine - INFO - Epoch(train) [111][4300/5005] lr: 1.4249e-03 eta: 1:35:28 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.7824 2022/12/05 10:22:37 - mmengine - INFO - Epoch(train) [111][4400/5005] lr: 1.4187e-03 eta: 1:35:15 time: 0.1266 data_time: 0.0021 memory: 4034 loss: 0.6212 2022/12/05 10:22:44 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:22:50 - mmengine - INFO - Epoch(train) [111][4500/5005] lr: 1.4126e-03 eta: 1:35:02 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.8257 2022/12/05 10:23:03 - mmengine - INFO - Epoch(train) [111][4600/5005] lr: 1.4064e-03 eta: 1:34:50 time: 0.1275 data_time: 0.0020 memory: 4034 loss: 0.8471 2022/12/05 10:23:16 - mmengine - INFO - Epoch(train) [111][4700/5005] lr: 1.4002e-03 eta: 1:34:37 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.9235 2022/12/05 10:23:29 - mmengine - INFO - Epoch(train) [111][4800/5005] lr: 1.3941e-03 eta: 1:34:25 time: 0.1271 data_time: 0.0019 memory: 4034 loss: 0.7477 2022/12/05 10:23:42 - mmengine - INFO - Epoch(train) [111][4900/5005] lr: 1.3880e-03 eta: 1:34:12 time: 0.1270 data_time: 0.0019 memory: 4034 loss: 0.8082 2022/12/05 10:23:54 - mmengine - INFO - Epoch(train) [111][5000/5005] lr: 1.3819e-03 eta: 1:34:00 time: 0.1280 data_time: 0.0029 memory: 4034 loss: 0.7043 2022/12/05 10:23:55 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:23:55 - mmengine - INFO - Saving checkpoint at 111 epochs 2022/12/05 10:24:02 - mmengine - INFO - Epoch(val) [111][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0079 memory: 4034 2022/12/05 10:24:15 - mmengine - INFO - Epoch(val) [111][196/196] accuracy/top1: 78.2040 accuracy/top5: 93.9700 2022/12/05 10:24:28 - mmengine - INFO - Epoch(train) [112][ 100/5005] lr: 1.3755e-03 eta: 1:33:47 time: 0.1267 data_time: 0.0021 memory: 4034 loss: 0.6204 2022/12/05 10:24:41 - mmengine - INFO - Epoch(train) [112][ 200/5005] lr: 1.3694e-03 eta: 1:33:34 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.8166 2022/12/05 10:24:54 - mmengine - INFO - Epoch(train) [112][ 300/5005] lr: 1.3633e-03 eta: 1:33:22 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7099 2022/12/05 10:25:06 - mmengine - INFO - Epoch(train) [112][ 400/5005] lr: 1.3572e-03 eta: 1:33:09 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.6323 2022/12/05 10:25:12 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:25:19 - mmengine - INFO - Epoch(train) [112][ 500/5005] lr: 1.3512e-03 eta: 1:32:57 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6439 2022/12/05 10:25:32 - mmengine - INFO - Epoch(train) [112][ 600/5005] lr: 1.3452e-03 eta: 1:32:44 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6377 2022/12/05 10:25:45 - mmengine - INFO - Epoch(train) [112][ 700/5005] lr: 1.3392e-03 eta: 1:32:32 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.9350 2022/12/05 10:25:58 - mmengine - INFO - Epoch(train) [112][ 800/5005] lr: 1.3331e-03 eta: 1:32:19 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.5905 2022/12/05 10:26:10 - mmengine - INFO - Epoch(train) [112][ 900/5005] lr: 1.3272e-03 eta: 1:32:07 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7782 2022/12/05 10:26:23 - mmengine - INFO - Epoch(train) [112][1000/5005] lr: 1.3212e-03 eta: 1:31:54 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.6918 2022/12/05 10:26:36 - mmengine - INFO - Epoch(train) [112][1100/5005] lr: 1.3152e-03 eta: 1:31:42 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.5636 2022/12/05 10:26:49 - mmengine - INFO - Epoch(train) [112][1200/5005] lr: 1.3093e-03 eta: 1:31:29 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.8303 2022/12/05 10:27:02 - mmengine - INFO - Epoch(train) [112][1300/5005] lr: 1.3033e-03 eta: 1:31:17 time: 0.1271 data_time: 0.0022 memory: 4034 loss: 0.6749 2022/12/05 10:27:15 - mmengine - INFO - Epoch(train) [112][1400/5005] lr: 1.2974e-03 eta: 1:31:04 time: 0.1267 data_time: 0.0021 memory: 4034 loss: 0.7325 2022/12/05 10:27:20 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:27:27 - mmengine - INFO - Epoch(train) [112][1500/5005] lr: 1.2915e-03 eta: 1:30:52 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6312 2022/12/05 10:27:40 - mmengine - INFO - Epoch(train) [112][1600/5005] lr: 1.2856e-03 eta: 1:30:39 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7245 2022/12/05 10:27:53 - mmengine - INFO - Epoch(train) [112][1700/5005] lr: 1.2797e-03 eta: 1:30:27 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7076 2022/12/05 10:28:06 - mmengine - INFO - Epoch(train) [112][1800/5005] lr: 1.2738e-03 eta: 1:30:14 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7018 2022/12/05 10:28:19 - mmengine - INFO - Epoch(train) [112][1900/5005] lr: 1.2680e-03 eta: 1:30:02 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6239 2022/12/05 10:28:31 - mmengine - INFO - Epoch(train) [112][2000/5005] lr: 1.2621e-03 eta: 1:29:49 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7889 2022/12/05 10:28:44 - mmengine - INFO - Epoch(train) [112][2100/5005] lr: 1.2563e-03 eta: 1:29:37 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.6477 2022/12/05 10:28:57 - mmengine - INFO - Epoch(train) [112][2200/5005] lr: 1.2505e-03 eta: 1:29:24 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.7107 2022/12/05 10:29:10 - mmengine - INFO - Epoch(train) [112][2300/5005] lr: 1.2447e-03 eta: 1:29:12 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7118 2022/12/05 10:29:23 - mmengine - INFO - Epoch(train) [112][2400/5005] lr: 1.2389e-03 eta: 1:28:59 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.5667 2022/12/05 10:29:28 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:29:35 - mmengine - INFO - Epoch(train) [112][2500/5005] lr: 1.2331e-03 eta: 1:28:47 time: 0.1267 data_time: 0.0021 memory: 4034 loss: 0.5989 2022/12/05 10:29:48 - mmengine - INFO - Epoch(train) [112][2600/5005] lr: 1.2273e-03 eta: 1:28:34 time: 0.1265 data_time: 0.0020 memory: 4034 loss: 0.7283 2022/12/05 10:30:01 - mmengine - INFO - Epoch(train) [112][2700/5005] lr: 1.2216e-03 eta: 1:28:22 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6387 2022/12/05 10:30:14 - mmengine - INFO - Epoch(train) [112][2800/5005] lr: 1.2158e-03 eta: 1:28:09 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7691 2022/12/05 10:30:27 - mmengine - INFO - Epoch(train) [112][2900/5005] lr: 1.2101e-03 eta: 1:27:57 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7604 2022/12/05 10:30:39 - mmengine - INFO - Epoch(train) [112][3000/5005] lr: 1.2044e-03 eta: 1:27:44 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7982 2022/12/05 10:30:52 - mmengine - INFO - Epoch(train) [112][3100/5005] lr: 1.1987e-03 eta: 1:27:32 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6878 2022/12/05 10:31:05 - mmengine - INFO - Epoch(train) [112][3200/5005] lr: 1.1930e-03 eta: 1:27:19 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.6686 2022/12/05 10:31:18 - mmengine - INFO - Epoch(train) [112][3300/5005] lr: 1.1873e-03 eta: 1:27:07 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.8310 2022/12/05 10:31:31 - mmengine - INFO - Epoch(train) [112][3400/5005] lr: 1.1817e-03 eta: 1:26:54 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7905 2022/12/05 10:31:37 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:31:44 - mmengine - INFO - Epoch(train) [112][3500/5005] lr: 1.1760e-03 eta: 1:26:42 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.7834 2022/12/05 10:31:56 - mmengine - INFO - Epoch(train) [112][3600/5005] lr: 1.1704e-03 eta: 1:26:29 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6845 2022/12/05 10:32:09 - mmengine - INFO - Epoch(train) [112][3700/5005] lr: 1.1648e-03 eta: 1:26:17 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.5941 2022/12/05 10:32:22 - mmengine - INFO - Epoch(train) [112][3800/5005] lr: 1.1592e-03 eta: 1:26:04 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7347 2022/12/05 10:32:35 - mmengine - INFO - Epoch(train) [112][3900/5005] lr: 1.1536e-03 eta: 1:25:52 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.8077 2022/12/05 10:32:48 - mmengine - INFO - Epoch(train) [112][4000/5005] lr: 1.1480e-03 eta: 1:25:39 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.8070 2022/12/05 10:33:01 - mmengine - INFO - Epoch(train) [112][4100/5005] lr: 1.1424e-03 eta: 1:25:27 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6603 2022/12/05 10:33:13 - mmengine - INFO - Epoch(train) [112][4200/5005] lr: 1.1369e-03 eta: 1:25:14 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6959 2022/12/05 10:33:26 - mmengine - INFO - Epoch(train) [112][4300/5005] lr: 1.1313e-03 eta: 1:25:02 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.6958 2022/12/05 10:33:39 - mmengine - INFO - Epoch(train) [112][4400/5005] lr: 1.1258e-03 eta: 1:24:49 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7015 2022/12/05 10:33:45 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:33:52 - mmengine - INFO - Epoch(train) [112][4500/5005] lr: 1.1203e-03 eta: 1:24:36 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.8391 2022/12/05 10:34:05 - mmengine - INFO - Epoch(train) [112][4600/5005] lr: 1.1148e-03 eta: 1:24:24 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6171 2022/12/05 10:34:17 - mmengine - INFO - Epoch(train) [112][4700/5005] lr: 1.1093e-03 eta: 1:24:11 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6639 2022/12/05 10:34:30 - mmengine - INFO - Epoch(train) [112][4800/5005] lr: 1.1038e-03 eta: 1:23:59 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6289 2022/12/05 10:34:43 - mmengine - INFO - Epoch(train) [112][4900/5005] lr: 1.0984e-03 eta: 1:23:46 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6255 2022/12/05 10:34:56 - mmengine - INFO - Epoch(train) [112][5000/5005] lr: 1.0929e-03 eta: 1:23:34 time: 0.1278 data_time: 0.0030 memory: 4034 loss: 0.7500 2022/12/05 10:34:56 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:34:56 - mmengine - INFO - Saving checkpoint at 112 epochs 2022/12/05 10:35:03 - mmengine - INFO - Epoch(val) [112][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0077 memory: 4034 2022/12/05 10:35:16 - mmengine - INFO - Epoch(val) [112][196/196] accuracy/top1: 78.1700 accuracy/top5: 93.9640 2022/12/05 10:35:29 - mmengine - INFO - Epoch(train) [113][ 100/5005] lr: 1.0872e-03 eta: 1:23:21 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6208 2022/12/05 10:35:42 - mmengine - INFO - Epoch(train) [113][ 200/5005] lr: 1.0818e-03 eta: 1:23:08 time: 0.1271 data_time: 0.0019 memory: 4034 loss: 0.7197 2022/12/05 10:35:55 - mmengine - INFO - Epoch(train) [113][ 300/5005] lr: 1.0764e-03 eta: 1:22:56 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.5237 2022/12/05 10:36:08 - mmengine - INFO - Epoch(train) [113][ 400/5005] lr: 1.0710e-03 eta: 1:22:43 time: 0.1267 data_time: 0.0019 memory: 4034 loss: 0.5793 2022/12/05 10:36:13 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:36:21 - mmengine - INFO - Epoch(train) [113][ 500/5005] lr: 1.0657e-03 eta: 1:22:31 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.5964 2022/12/05 10:36:34 - mmengine - INFO - Epoch(train) [113][ 600/5005] lr: 1.0603e-03 eta: 1:22:18 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6714 2022/12/05 10:36:46 - mmengine - INFO - Epoch(train) [113][ 700/5005] lr: 1.0549e-03 eta: 1:22:06 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6929 2022/12/05 10:36:59 - mmengine - INFO - Epoch(train) [113][ 800/5005] lr: 1.0496e-03 eta: 1:21:53 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6021 2022/12/05 10:37:12 - mmengine - INFO - Epoch(train) [113][ 900/5005] lr: 1.0443e-03 eta: 1:21:41 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.5708 2022/12/05 10:37:25 - mmengine - INFO - Epoch(train) [113][1000/5005] lr: 1.0390e-03 eta: 1:21:28 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6441 2022/12/05 10:37:38 - mmengine - INFO - Epoch(train) [113][1100/5005] lr: 1.0337e-03 eta: 1:21:16 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7158 2022/12/05 10:37:50 - mmengine - INFO - Epoch(train) [113][1200/5005] lr: 1.0284e-03 eta: 1:21:03 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7673 2022/12/05 10:38:03 - mmengine - INFO - Epoch(train) [113][1300/5005] lr: 1.0231e-03 eta: 1:20:51 time: 0.1266 data_time: 0.0021 memory: 4034 loss: 0.5254 2022/12/05 10:38:16 - mmengine - INFO - Epoch(train) [113][1400/5005] lr: 1.0179e-03 eta: 1:20:38 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6365 2022/12/05 10:38:21 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:38:29 - mmengine - INFO - Epoch(train) [113][1500/5005] lr: 1.0126e-03 eta: 1:20:26 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6895 2022/12/05 10:38:42 - mmengine - INFO - Epoch(train) [113][1600/5005] lr: 1.0074e-03 eta: 1:20:13 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.7497 2022/12/05 10:38:54 - mmengine - INFO - Epoch(train) [113][1700/5005] lr: 1.0022e-03 eta: 1:20:01 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.7324 2022/12/05 10:39:07 - mmengine - INFO - Epoch(train) [113][1800/5005] lr: 9.9696e-04 eta: 1:19:48 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7894 2022/12/05 10:39:20 - mmengine - INFO - Epoch(train) [113][1900/5005] lr: 9.9177e-04 eta: 1:19:36 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.7166 2022/12/05 10:39:33 - mmengine - INFO - Epoch(train) [113][2000/5005] lr: 9.8660e-04 eta: 1:19:23 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.8154 2022/12/05 10:39:46 - mmengine - INFO - Epoch(train) [113][2100/5005] lr: 9.8143e-04 eta: 1:19:11 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7793 2022/12/05 10:39:59 - mmengine - INFO - Epoch(train) [113][2200/5005] lr: 9.7628e-04 eta: 1:18:58 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.8099 2022/12/05 10:40:11 - mmengine - INFO - Epoch(train) [113][2300/5005] lr: 9.7115e-04 eta: 1:18:46 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6658 2022/12/05 10:40:24 - mmengine - INFO - Epoch(train) [113][2400/5005] lr: 9.6602e-04 eta: 1:18:33 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6076 2022/12/05 10:40:29 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:40:37 - mmengine - INFO - Epoch(train) [113][2500/5005] lr: 9.6091e-04 eta: 1:18:21 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6175 2022/12/05 10:40:50 - mmengine - INFO - Epoch(train) [113][2600/5005] lr: 9.5582e-04 eta: 1:18:08 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.9907 2022/12/05 10:41:03 - mmengine - INFO - Epoch(train) [113][2700/5005] lr: 9.5074e-04 eta: 1:17:56 time: 0.1338 data_time: 0.0020 memory: 4034 loss: 0.7305 2022/12/05 10:41:16 - mmengine - INFO - Epoch(train) [113][2800/5005] lr: 9.4567e-04 eta: 1:17:43 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7222 2022/12/05 10:41:28 - mmengine - INFO - Epoch(train) [113][2900/5005] lr: 9.4061e-04 eta: 1:17:31 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.5948 2022/12/05 10:41:41 - mmengine - INFO - Epoch(train) [113][3000/5005] lr: 9.3557e-04 eta: 1:17:18 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6784 2022/12/05 10:41:54 - mmengine - INFO - Epoch(train) [113][3100/5005] lr: 9.3054e-04 eta: 1:17:06 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6033 2022/12/05 10:42:07 - mmengine - INFO - Epoch(train) [113][3200/5005] lr: 9.2552e-04 eta: 1:16:53 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6446 2022/12/05 10:42:20 - mmengine - INFO - Epoch(train) [113][3300/5005] lr: 9.2052e-04 eta: 1:16:40 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6591 2022/12/05 10:42:32 - mmengine - INFO - Epoch(train) [113][3400/5005] lr: 9.1553e-04 eta: 1:16:28 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.8377 2022/12/05 10:42:38 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:42:45 - mmengine - INFO - Epoch(train) [113][3500/5005] lr: 9.1056e-04 eta: 1:16:15 time: 0.1267 data_time: 0.0021 memory: 4034 loss: 0.7770 2022/12/05 10:42:58 - mmengine - INFO - Epoch(train) [113][3600/5005] lr: 9.0560e-04 eta: 1:16:03 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.6524 2022/12/05 10:43:11 - mmengine - INFO - Epoch(train) [113][3700/5005] lr: 9.0065e-04 eta: 1:15:50 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6146 2022/12/05 10:43:24 - mmengine - INFO - Epoch(train) [113][3800/5005] lr: 8.9571e-04 eta: 1:15:38 time: 0.1267 data_time: 0.0021 memory: 4034 loss: 0.7253 2022/12/05 10:43:37 - mmengine - INFO - Epoch(train) [113][3900/5005] lr: 8.9079e-04 eta: 1:15:25 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.6593 2022/12/05 10:43:49 - mmengine - INFO - Epoch(train) [113][4000/5005] lr: 8.8588e-04 eta: 1:15:13 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.6231 2022/12/05 10:44:02 - mmengine - INFO - Epoch(train) [113][4100/5005] lr: 8.8099e-04 eta: 1:15:00 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6127 2022/12/05 10:44:15 - mmengine - INFO - Epoch(train) [113][4200/5005] lr: 8.7611e-04 eta: 1:14:48 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6525 2022/12/05 10:44:28 - mmengine - INFO - Epoch(train) [113][4300/5005] lr: 8.7124e-04 eta: 1:14:35 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.7381 2022/12/05 10:44:41 - mmengine - INFO - Epoch(train) [113][4400/5005] lr: 8.6638e-04 eta: 1:14:23 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.5935 2022/12/05 10:44:46 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:44:53 - mmengine - INFO - Epoch(train) [113][4500/5005] lr: 8.6154e-04 eta: 1:14:10 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6183 2022/12/05 10:45:06 - mmengine - INFO - Epoch(train) [113][4600/5005] lr: 8.5672e-04 eta: 1:13:58 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.7274 2022/12/05 10:45:19 - mmengine - INFO - Epoch(train) [113][4700/5005] lr: 8.5190e-04 eta: 1:13:45 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.5762 2022/12/05 10:45:32 - mmengine - INFO - Epoch(train) [113][4800/5005] lr: 8.4710e-04 eta: 1:13:33 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6276 2022/12/05 10:45:45 - mmengine - INFO - Epoch(train) [113][4900/5005] lr: 8.4231e-04 eta: 1:13:20 time: 0.1277 data_time: 0.0020 memory: 4034 loss: 0.4600 2022/12/05 10:45:58 - mmengine - INFO - Epoch(train) [113][5000/5005] lr: 8.3754e-04 eta: 1:13:08 time: 0.1277 data_time: 0.0030 memory: 4034 loss: 0.6568 2022/12/05 10:45:58 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:45:58 - mmengine - INFO - Saving checkpoint at 113 epochs 2022/12/05 10:46:05 - mmengine - INFO - Epoch(val) [113][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0079 memory: 4034 2022/12/05 10:46:18 - mmengine - INFO - Epoch(val) [113][196/196] accuracy/top1: 78.3160 accuracy/top5: 94.0720 2022/12/05 10:46:31 - mmengine - INFO - Epoch(train) [114][ 100/5005] lr: 8.3254e-04 eta: 1:12:55 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.5796 2022/12/05 10:46:44 - mmengine - INFO - Epoch(train) [114][ 200/5005] lr: 8.2780e-04 eta: 1:12:42 time: 0.1273 data_time: 0.0020 memory: 4034 loss: 0.6144 2022/12/05 10:46:57 - mmengine - INFO - Epoch(train) [114][ 300/5005] lr: 8.2306e-04 eta: 1:12:30 time: 0.1289 data_time: 0.0020 memory: 4034 loss: 0.6784 2022/12/05 10:47:10 - mmengine - INFO - Epoch(train) [114][ 400/5005] lr: 8.1834e-04 eta: 1:12:17 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7862 2022/12/05 10:47:14 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:47:22 - mmengine - INFO - Epoch(train) [114][ 500/5005] lr: 8.1364e-04 eta: 1:12:05 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.5399 2022/12/05 10:47:35 - mmengine - INFO - Epoch(train) [114][ 600/5005] lr: 8.0895e-04 eta: 1:11:52 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6815 2022/12/05 10:47:48 - mmengine - INFO - Epoch(train) [114][ 700/5005] lr: 8.0427e-04 eta: 1:11:40 time: 0.1270 data_time: 0.0019 memory: 4034 loss: 0.6145 2022/12/05 10:48:01 - mmengine - INFO - Epoch(train) [114][ 800/5005] lr: 7.9960e-04 eta: 1:11:27 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6748 2022/12/05 10:48:14 - mmengine - INFO - Epoch(train) [114][ 900/5005] lr: 7.9495e-04 eta: 1:11:15 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.5792 2022/12/05 10:48:27 - mmengine - INFO - Epoch(train) [114][1000/5005] lr: 7.9031e-04 eta: 1:11:02 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.5907 2022/12/05 10:48:39 - mmengine - INFO - Epoch(train) [114][1100/5005] lr: 7.8569e-04 eta: 1:10:50 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.8315 2022/12/05 10:48:52 - mmengine - INFO - Epoch(train) [114][1200/5005] lr: 7.8108e-04 eta: 1:10:37 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.5925 2022/12/05 10:49:05 - mmengine - INFO - Epoch(train) [114][1300/5005] lr: 7.7648e-04 eta: 1:10:24 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.5779 2022/12/05 10:49:18 - mmengine - INFO - Epoch(train) [114][1400/5005] lr: 7.7189e-04 eta: 1:10:12 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.6313 2022/12/05 10:49:22 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:49:31 - mmengine - INFO - Epoch(train) [114][1500/5005] lr: 7.6732e-04 eta: 1:09:59 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6098 2022/12/05 10:49:43 - mmengine - INFO - Epoch(train) [114][1600/5005] lr: 7.6276e-04 eta: 1:09:47 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6975 2022/12/05 10:49:56 - mmengine - INFO - Epoch(train) [114][1700/5005] lr: 7.5822e-04 eta: 1:09:34 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7029 2022/12/05 10:50:09 - mmengine - INFO - Epoch(train) [114][1800/5005] lr: 7.5369e-04 eta: 1:09:22 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6488 2022/12/05 10:50:22 - mmengine - INFO - Epoch(train) [114][1900/5005] lr: 7.4917e-04 eta: 1:09:09 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.5400 2022/12/05 10:50:35 - mmengine - INFO - Epoch(train) [114][2000/5005] lr: 7.4467e-04 eta: 1:08:57 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.6782 2022/12/05 10:50:47 - mmengine - INFO - Epoch(train) [114][2100/5005] lr: 7.4018e-04 eta: 1:08:44 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6769 2022/12/05 10:51:00 - mmengine - INFO - Epoch(train) [114][2200/5005] lr: 7.3570e-04 eta: 1:08:32 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.5746 2022/12/05 10:51:13 - mmengine - INFO - Epoch(train) [114][2300/5005] lr: 7.3124e-04 eta: 1:08:19 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.5866 2022/12/05 10:51:26 - mmengine - INFO - Epoch(train) [114][2400/5005] lr: 7.2679e-04 eta: 1:08:07 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6749 2022/12/05 10:51:30 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:51:39 - mmengine - INFO - Epoch(train) [114][2500/5005] lr: 7.2235e-04 eta: 1:07:54 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6781 2022/12/05 10:51:52 - mmengine - INFO - Epoch(train) [114][2600/5005] lr: 7.1793e-04 eta: 1:07:42 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6471 2022/12/05 10:52:04 - mmengine - INFO - Epoch(train) [114][2700/5005] lr: 7.1352e-04 eta: 1:07:29 time: 0.1290 data_time: 0.0020 memory: 4034 loss: 0.6544 2022/12/05 10:52:17 - mmengine - INFO - Epoch(train) [114][2800/5005] lr: 7.0912e-04 eta: 1:07:17 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.5086 2022/12/05 10:52:30 - mmengine - INFO - Epoch(train) [114][2900/5005] lr: 7.0474e-04 eta: 1:07:04 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6543 2022/12/05 10:52:43 - mmengine - INFO - Epoch(train) [114][3000/5005] lr: 7.0037e-04 eta: 1:06:52 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.5973 2022/12/05 10:52:56 - mmengine - INFO - Epoch(train) [114][3100/5005] lr: 6.9602e-04 eta: 1:06:39 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6846 2022/12/05 10:53:09 - mmengine - INFO - Epoch(train) [114][3200/5005] lr: 6.9168e-04 eta: 1:06:27 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.6560 2022/12/05 10:53:21 - mmengine - INFO - Epoch(train) [114][3300/5005] lr: 6.8735e-04 eta: 1:06:14 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6923 2022/12/05 10:53:34 - mmengine - INFO - Epoch(train) [114][3400/5005] lr: 6.8303e-04 eta: 1:06:02 time: 0.1274 data_time: 0.0021 memory: 4034 loss: 0.6936 2022/12/05 10:53:39 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:53:47 - mmengine - INFO - Epoch(train) [114][3500/5005] lr: 6.7873e-04 eta: 1:05:49 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.5983 2022/12/05 10:54:00 - mmengine - INFO - Epoch(train) [114][3600/5005] lr: 6.7444e-04 eta: 1:05:37 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.8650 2022/12/05 10:54:13 - mmengine - INFO - Epoch(train) [114][3700/5005] lr: 6.7017e-04 eta: 1:05:24 time: 0.1296 data_time: 0.0020 memory: 4034 loss: 0.6598 2022/12/05 10:54:25 - mmengine - INFO - Epoch(train) [114][3800/5005] lr: 6.6591e-04 eta: 1:05:12 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6879 2022/12/05 10:54:38 - mmengine - INFO - Epoch(train) [114][3900/5005] lr: 6.6166e-04 eta: 1:04:59 time: 0.1275 data_time: 0.0021 memory: 4034 loss: 0.6432 2022/12/05 10:54:51 - mmengine - INFO - Epoch(train) [114][4000/5005] lr: 6.5743e-04 eta: 1:04:47 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6671 2022/12/05 10:55:04 - mmengine - INFO - Epoch(train) [114][4100/5005] lr: 6.5321e-04 eta: 1:04:34 time: 0.1284 data_time: 0.0021 memory: 4034 loss: 0.6810 2022/12/05 10:55:17 - mmengine - INFO - Epoch(train) [114][4200/5005] lr: 6.4900e-04 eta: 1:04:22 time: 0.1277 data_time: 0.0020 memory: 4034 loss: 0.6217 2022/12/05 10:55:30 - mmengine - INFO - Epoch(train) [114][4300/5005] lr: 6.4480e-04 eta: 1:04:09 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6201 2022/12/05 10:55:43 - mmengine - INFO - Epoch(train) [114][4400/5005] lr: 6.4062e-04 eta: 1:03:57 time: 0.1313 data_time: 0.0020 memory: 4034 loss: 0.7039 2022/12/05 10:55:47 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:55:55 - mmengine - INFO - Epoch(train) [114][4500/5005] lr: 6.3646e-04 eta: 1:03:44 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6384 2022/12/05 10:56:08 - mmengine - INFO - Epoch(train) [114][4600/5005] lr: 6.3231e-04 eta: 1:03:31 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.5592 2022/12/05 10:56:21 - mmengine - INFO - Epoch(train) [114][4700/5005] lr: 6.2817e-04 eta: 1:03:19 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.6945 2022/12/05 10:56:34 - mmengine - INFO - Epoch(train) [114][4800/5005] lr: 6.2404e-04 eta: 1:03:06 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6389 2022/12/05 10:56:47 - mmengine - INFO - Epoch(train) [114][4900/5005] lr: 6.1993e-04 eta: 1:02:54 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7540 2022/12/05 10:57:00 - mmengine - INFO - Epoch(train) [114][5000/5005] lr: 6.1583e-04 eta: 1:02:41 time: 0.1278 data_time: 0.0028 memory: 4034 loss: 0.7120 2022/12/05 10:57:00 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:57:00 - mmengine - INFO - Saving checkpoint at 114 epochs 2022/12/05 10:57:07 - mmengine - INFO - Epoch(val) [114][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0078 memory: 4034 2022/12/05 10:57:20 - mmengine - INFO - Epoch(val) [114][196/196] accuracy/top1: 78.3440 accuracy/top5: 94.1300 2022/12/05 10:57:33 - mmengine - INFO - Epoch(train) [115][ 100/5005] lr: 6.1154e-04 eta: 1:02:28 time: 0.1283 data_time: 0.0020 memory: 4034 loss: 0.6726 2022/12/05 10:57:46 - mmengine - INFO - Epoch(train) [115][ 200/5005] lr: 6.0747e-04 eta: 1:02:16 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.7052 2022/12/05 10:57:59 - mmengine - INFO - Epoch(train) [115][ 300/5005] lr: 6.0341e-04 eta: 1:02:03 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.6845 2022/12/05 10:58:12 - mmengine - INFO - Epoch(train) [115][ 400/5005] lr: 5.9937e-04 eta: 1:01:51 time: 0.1312 data_time: 0.0022 memory: 4034 loss: 0.7327 2022/12/05 10:58:16 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 10:58:25 - mmengine - INFO - Epoch(train) [115][ 500/5005] lr: 5.9534e-04 eta: 1:01:38 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.6087 2022/12/05 10:58:37 - mmengine - INFO - Epoch(train) [115][ 600/5005] lr: 5.9132e-04 eta: 1:01:26 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6502 2022/12/05 10:58:50 - mmengine - INFO - Epoch(train) [115][ 700/5005] lr: 5.8731e-04 eta: 1:01:13 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.5308 2022/12/05 10:59:03 - mmengine - INFO - Epoch(train) [115][ 800/5005] lr: 5.8332e-04 eta: 1:01:01 time: 0.1275 data_time: 0.0020 memory: 4034 loss: 0.6170 2022/12/05 10:59:16 - mmengine - INFO - Epoch(train) [115][ 900/5005] lr: 5.7935e-04 eta: 1:00:48 time: 0.1275 data_time: 0.0021 memory: 4034 loss: 0.6584 2022/12/05 10:59:29 - mmengine - INFO - Epoch(train) [115][1000/5005] lr: 5.7538e-04 eta: 1:00:36 time: 0.1270 data_time: 0.0022 memory: 4034 loss: 0.5096 2022/12/05 10:59:41 - mmengine - INFO - Epoch(train) [115][1100/5005] lr: 5.7144e-04 eta: 1:00:23 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.5755 2022/12/05 10:59:54 - mmengine - INFO - Epoch(train) [115][1200/5005] lr: 5.6750e-04 eta: 1:00:11 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7801 2022/12/05 11:00:07 - mmengine - INFO - Epoch(train) [115][1300/5005] lr: 5.6358e-04 eta: 0:59:58 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.6146 2022/12/05 11:00:20 - mmengine - INFO - Epoch(train) [115][1400/5005] lr: 5.5967e-04 eta: 0:59:46 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.6791 2022/12/05 11:00:24 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:00:33 - mmengine - INFO - Epoch(train) [115][1500/5005] lr: 5.5577e-04 eta: 0:59:33 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.5193 2022/12/05 11:00:46 - mmengine - INFO - Epoch(train) [115][1600/5005] lr: 5.5189e-04 eta: 0:59:21 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.6255 2022/12/05 11:00:58 - mmengine - INFO - Epoch(train) [115][1700/5005] lr: 5.4802e-04 eta: 0:59:08 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.7591 2022/12/05 11:01:11 - mmengine - INFO - Epoch(train) [115][1800/5005] lr: 5.4417e-04 eta: 0:58:56 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6011 2022/12/05 11:01:24 - mmengine - INFO - Epoch(train) [115][1900/5005] lr: 5.4033e-04 eta: 0:58:43 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6901 2022/12/05 11:01:37 - mmengine - INFO - Epoch(train) [115][2000/5005] lr: 5.3650e-04 eta: 0:58:30 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6201 2022/12/05 11:01:50 - mmengine - INFO - Epoch(train) [115][2100/5005] lr: 5.3268e-04 eta: 0:58:18 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.8794 2022/12/05 11:02:02 - mmengine - INFO - Epoch(train) [115][2200/5005] lr: 5.2888e-04 eta: 0:58:05 time: 0.1267 data_time: 0.0020 memory: 4034 loss: 0.5659 2022/12/05 11:02:15 - mmengine - INFO - Epoch(train) [115][2300/5005] lr: 5.2510e-04 eta: 0:57:53 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6988 2022/12/05 11:02:28 - mmengine - INFO - Epoch(train) [115][2400/5005] lr: 5.2132e-04 eta: 0:57:40 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7125 2022/12/05 11:02:32 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:02:41 - mmengine - INFO - Epoch(train) [115][2500/5005] lr: 5.1756e-04 eta: 0:57:28 time: 0.1277 data_time: 0.0020 memory: 4034 loss: 0.5582 2022/12/05 11:02:54 - mmengine - INFO - Epoch(train) [115][2600/5005] lr: 5.1382e-04 eta: 0:57:15 time: 0.1273 data_time: 0.0020 memory: 4034 loss: 0.7302 2022/12/05 11:03:07 - mmengine - INFO - Epoch(train) [115][2700/5005] lr: 5.1008e-04 eta: 0:57:03 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.6103 2022/12/05 11:03:20 - mmengine - INFO - Epoch(train) [115][2800/5005] lr: 5.0636e-04 eta: 0:56:50 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6317 2022/12/05 11:03:32 - mmengine - INFO - Epoch(train) [115][2900/5005] lr: 5.0266e-04 eta: 0:56:38 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6837 2022/12/05 11:03:45 - mmengine - INFO - Epoch(train) [115][3000/5005] lr: 4.9896e-04 eta: 0:56:25 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6633 2022/12/05 11:03:58 - mmengine - INFO - Epoch(train) [115][3100/5005] lr: 4.9529e-04 eta: 0:56:13 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6590 2022/12/05 11:04:11 - mmengine - INFO - Epoch(train) [115][3200/5005] lr: 4.9162e-04 eta: 0:56:00 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.7161 2022/12/05 11:04:24 - mmengine - INFO - Epoch(train) [115][3300/5005] lr: 4.8797e-04 eta: 0:55:48 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6268 2022/12/05 11:04:37 - mmengine - INFO - Epoch(train) [115][3400/5005] lr: 4.8433e-04 eta: 0:55:35 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.6736 2022/12/05 11:04:40 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:04:49 - mmengine - INFO - Epoch(train) [115][3500/5005] lr: 4.8071e-04 eta: 0:55:23 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7710 2022/12/05 11:05:02 - mmengine - INFO - Epoch(train) [115][3600/5005] lr: 4.7709e-04 eta: 0:55:10 time: 0.1275 data_time: 0.0020 memory: 4034 loss: 0.7001 2022/12/05 11:05:15 - mmengine - INFO - Epoch(train) [115][3700/5005] lr: 4.7350e-04 eta: 0:54:58 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.6205 2022/12/05 11:05:28 - mmengine - INFO - Epoch(train) [115][3800/5005] lr: 4.6991e-04 eta: 0:54:45 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7698 2022/12/05 11:05:41 - mmengine - INFO - Epoch(train) [115][3900/5005] lr: 4.6634e-04 eta: 0:54:33 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6899 2022/12/05 11:05:53 - mmengine - INFO - Epoch(train) [115][4000/5005] lr: 4.6279e-04 eta: 0:54:20 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7567 2022/12/05 11:06:06 - mmengine - INFO - Epoch(train) [115][4100/5005] lr: 4.5924e-04 eta: 0:54:08 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6739 2022/12/05 11:06:19 - mmengine - INFO - Epoch(train) [115][4200/5005] lr: 4.5571e-04 eta: 0:53:55 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6909 2022/12/05 11:06:32 - mmengine - INFO - Epoch(train) [115][4300/5005] lr: 4.5220e-04 eta: 0:53:43 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.4559 2022/12/05 11:06:45 - mmengine - INFO - Epoch(train) [115][4400/5005] lr: 4.4869e-04 eta: 0:53:30 time: 0.1274 data_time: 0.0020 memory: 4034 loss: 0.6066 2022/12/05 11:06:49 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:06:58 - mmengine - INFO - Epoch(train) [115][4500/5005] lr: 4.4520e-04 eta: 0:53:18 time: 0.1269 data_time: 0.0022 memory: 4034 loss: 0.5439 2022/12/05 11:07:11 - mmengine - INFO - Epoch(train) [115][4600/5005] lr: 4.4173e-04 eta: 0:53:05 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6949 2022/12/05 11:07:23 - mmengine - INFO - Epoch(train) [115][4700/5005] lr: 4.3827e-04 eta: 0:52:53 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6219 2022/12/05 11:07:36 - mmengine - INFO - Epoch(train) [115][4800/5005] lr: 4.3482e-04 eta: 0:52:40 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7674 2022/12/05 11:07:49 - mmengine - INFO - Epoch(train) [115][4900/5005] lr: 4.3138e-04 eta: 0:52:27 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7029 2022/12/05 11:08:02 - mmengine - INFO - Epoch(train) [115][5000/5005] lr: 4.2796e-04 eta: 0:52:15 time: 0.1279 data_time: 0.0029 memory: 4034 loss: 0.6739 2022/12/05 11:08:02 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:08:02 - mmengine - INFO - Saving checkpoint at 115 epochs 2022/12/05 11:08:09 - mmengine - INFO - Epoch(val) [115][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0084 memory: 4034 2022/12/05 11:08:22 - mmengine - INFO - Epoch(val) [115][196/196] accuracy/top1: 78.4080 accuracy/top5: 94.1420 2022/12/05 11:08:35 - mmengine - INFO - Epoch(train) [116][ 100/5005] lr: 4.2438e-04 eta: 0:52:02 time: 0.1264 data_time: 0.0020 memory: 4034 loss: 0.5801 2022/12/05 11:08:48 - mmengine - INFO - Epoch(train) [116][ 200/5005] lr: 4.2099e-04 eta: 0:51:49 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.6586 2022/12/05 11:09:01 - mmengine - INFO - Epoch(train) [116][ 300/5005] lr: 4.1761e-04 eta: 0:51:37 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6887 2022/12/05 11:09:14 - mmengine - INFO - Epoch(train) [116][ 400/5005] lr: 4.1424e-04 eta: 0:51:24 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.6365 2022/12/05 11:09:17 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:09:27 - mmengine - INFO - Epoch(train) [116][ 500/5005] lr: 4.1089e-04 eta: 0:51:12 time: 0.1266 data_time: 0.0020 memory: 4034 loss: 0.5525 2022/12/05 11:09:39 - mmengine - INFO - Epoch(train) [116][ 600/5005] lr: 4.0755e-04 eta: 0:50:59 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6063 2022/12/05 11:09:52 - mmengine - INFO - Epoch(train) [116][ 700/5005] lr: 4.0423e-04 eta: 0:50:47 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6604 2022/12/05 11:10:05 - mmengine - INFO - Epoch(train) [116][ 800/5005] lr: 4.0091e-04 eta: 0:50:34 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6675 2022/12/05 11:10:18 - mmengine - INFO - Epoch(train) [116][ 900/5005] lr: 3.9762e-04 eta: 0:50:22 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6994 2022/12/05 11:10:31 - mmengine - INFO - Epoch(train) [116][1000/5005] lr: 3.9433e-04 eta: 0:50:09 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6768 2022/12/05 11:10:44 - mmengine - INFO - Epoch(train) [116][1100/5005] lr: 3.9106e-04 eta: 0:49:57 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.5975 2022/12/05 11:10:56 - mmengine - INFO - Epoch(train) [116][1200/5005] lr: 3.8780e-04 eta: 0:49:44 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6275 2022/12/05 11:11:09 - mmengine - INFO - Epoch(train) [116][1300/5005] lr: 3.8456e-04 eta: 0:49:32 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.7672 2022/12/05 11:11:22 - mmengine - INFO - Epoch(train) [116][1400/5005] lr: 3.8133e-04 eta: 0:49:19 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.6604 2022/12/05 11:11:25 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:11:35 - mmengine - INFO - Epoch(train) [116][1500/5005] lr: 3.7811e-04 eta: 0:49:07 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.6382 2022/12/05 11:11:48 - mmengine - INFO - Epoch(train) [116][1600/5005] lr: 3.7491e-04 eta: 0:48:54 time: 0.1272 data_time: 0.0021 memory: 4034 loss: 0.6267 2022/12/05 11:12:00 - mmengine - INFO - Epoch(train) [116][1700/5005] lr: 3.7172e-04 eta: 0:48:41 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.7813 2022/12/05 11:12:13 - mmengine - INFO - Epoch(train) [116][1800/5005] lr: 3.6854e-04 eta: 0:48:29 time: 0.1279 data_time: 0.0021 memory: 4034 loss: 0.6146 2022/12/05 11:12:26 - mmengine - INFO - Epoch(train) [116][1900/5005] lr: 3.6538e-04 eta: 0:48:16 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.6161 2022/12/05 11:12:39 - mmengine - INFO - Epoch(train) [116][2000/5005] lr: 3.6223e-04 eta: 0:48:04 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.5705 2022/12/05 11:12:52 - mmengine - INFO - Epoch(train) [116][2100/5005] lr: 3.5909e-04 eta: 0:47:51 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6475 2022/12/05 11:13:05 - mmengine - INFO - Epoch(train) [116][2200/5005] lr: 3.5597e-04 eta: 0:47:39 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.5228 2022/12/05 11:13:17 - mmengine - INFO - Epoch(train) [116][2300/5005] lr: 3.5286e-04 eta: 0:47:26 time: 0.1272 data_time: 0.0021 memory: 4034 loss: 0.5917 2022/12/05 11:13:30 - mmengine - INFO - Epoch(train) [116][2400/5005] lr: 3.4977e-04 eta: 0:47:14 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.5581 2022/12/05 11:13:33 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:13:43 - mmengine - INFO - Epoch(train) [116][2500/5005] lr: 3.4668e-04 eta: 0:47:01 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.6547 2022/12/05 11:13:56 - mmengine - INFO - Epoch(train) [116][2600/5005] lr: 3.4362e-04 eta: 0:46:49 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6282 2022/12/05 11:14:09 - mmengine - INFO - Epoch(train) [116][2700/5005] lr: 3.4056e-04 eta: 0:46:36 time: 0.1267 data_time: 0.0021 memory: 4034 loss: 0.5527 2022/12/05 11:14:22 - mmengine - INFO - Epoch(train) [116][2800/5005] lr: 3.3752e-04 eta: 0:46:24 time: 0.1267 data_time: 0.0021 memory: 4034 loss: 0.6309 2022/12/05 11:14:34 - mmengine - INFO - Epoch(train) [116][2900/5005] lr: 3.3450e-04 eta: 0:46:11 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.5907 2022/12/05 11:14:47 - mmengine - INFO - Epoch(train) [116][3000/5005] lr: 3.3148e-04 eta: 0:45:59 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6898 2022/12/05 11:15:00 - mmengine - INFO - Epoch(train) [116][3100/5005] lr: 3.2848e-04 eta: 0:45:46 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.6917 2022/12/05 11:15:13 - mmengine - INFO - Epoch(train) [116][3200/5005] lr: 3.2550e-04 eta: 0:45:34 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.7481 2022/12/05 11:15:26 - mmengine - INFO - Epoch(train) [116][3300/5005] lr: 3.2252e-04 eta: 0:45:21 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.7963 2022/12/05 11:15:39 - mmengine - INFO - Epoch(train) [116][3400/5005] lr: 3.1956e-04 eta: 0:45:09 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6260 2022/12/05 11:15:42 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:15:51 - mmengine - INFO - Epoch(train) [116][3500/5005] lr: 3.1662e-04 eta: 0:44:56 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.6566 2022/12/05 11:16:04 - mmengine - INFO - Epoch(train) [116][3600/5005] lr: 3.1369e-04 eta: 0:44:44 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.5685 2022/12/05 11:16:17 - mmengine - INFO - Epoch(train) [116][3700/5005] lr: 3.1077e-04 eta: 0:44:31 time: 0.1272 data_time: 0.0021 memory: 4034 loss: 0.7034 2022/12/05 11:16:30 - mmengine - INFO - Epoch(train) [116][3800/5005] lr: 3.0786e-04 eta: 0:44:19 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.6456 2022/12/05 11:16:43 - mmengine - INFO - Epoch(train) [116][3900/5005] lr: 3.0497e-04 eta: 0:44:06 time: 0.1278 data_time: 0.0021 memory: 4034 loss: 0.6016 2022/12/05 11:16:56 - mmengine - INFO - Epoch(train) [116][4000/5005] lr: 3.0210e-04 eta: 0:43:54 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.5822 2022/12/05 11:17:08 - mmengine - INFO - Epoch(train) [116][4100/5005] lr: 2.9923e-04 eta: 0:43:41 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.7380 2022/12/05 11:17:21 - mmengine - INFO - Epoch(train) [116][4200/5005] lr: 2.9638e-04 eta: 0:43:28 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.5574 2022/12/05 11:17:34 - mmengine - INFO - Epoch(train) [116][4300/5005] lr: 2.9354e-04 eta: 0:43:16 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.7114 2022/12/05 11:17:47 - mmengine - INFO - Epoch(train) [116][4400/5005] lr: 2.9072e-04 eta: 0:43:03 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6524 2022/12/05 11:17:50 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:18:00 - mmengine - INFO - Epoch(train) [116][4500/5005] lr: 2.8791e-04 eta: 0:42:51 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.6840 2022/12/05 11:18:12 - mmengine - INFO - Epoch(train) [116][4600/5005] lr: 2.8512e-04 eta: 0:42:38 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.6741 2022/12/05 11:18:25 - mmengine - INFO - Epoch(train) [116][4700/5005] lr: 2.8233e-04 eta: 0:42:26 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.5666 2022/12/05 11:18:38 - mmengine - INFO - Epoch(train) [116][4800/5005] lr: 2.7957e-04 eta: 0:42:13 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7698 2022/12/05 11:18:51 - mmengine - INFO - Epoch(train) [116][4900/5005] lr: 2.7681e-04 eta: 0:42:01 time: 0.1267 data_time: 0.0021 memory: 4034 loss: 0.5786 2022/12/05 11:19:04 - mmengine - INFO - Epoch(train) [116][5000/5005] lr: 2.7407e-04 eta: 0:41:48 time: 0.1279 data_time: 0.0024 memory: 4034 loss: 0.6619 2022/12/05 11:19:04 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:19:04 - mmengine - INFO - Saving checkpoint at 116 epochs 2022/12/05 11:19:11 - mmengine - INFO - Epoch(val) [116][100/196] eta: 0:00:03 time: 0.0359 data_time: 0.0086 memory: 4034 2022/12/05 11:19:24 - mmengine - INFO - Epoch(val) [116][196/196] accuracy/top1: 78.5060 accuracy/top5: 94.2020 2022/12/05 11:19:38 - mmengine - INFO - Epoch(train) [117][ 100/5005] lr: 2.7121e-04 eta: 0:41:35 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.5931 2022/12/05 11:19:51 - mmengine - INFO - Epoch(train) [117][ 200/5005] lr: 2.6849e-04 eta: 0:41:23 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.7263 2022/12/05 11:20:03 - mmengine - INFO - Epoch(train) [117][ 300/5005] lr: 2.6579e-04 eta: 0:41:10 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.6563 2022/12/05 11:20:16 - mmengine - INFO - Epoch(train) [117][ 400/5005] lr: 2.6311e-04 eta: 0:40:58 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6328 2022/12/05 11:20:19 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:20:29 - mmengine - INFO - Epoch(train) [117][ 500/5005] lr: 2.6043e-04 eta: 0:40:45 time: 0.1278 data_time: 0.0020 memory: 4034 loss: 0.5509 2022/12/05 11:20:42 - mmengine - INFO - Epoch(train) [117][ 600/5005] lr: 2.5777e-04 eta: 0:40:33 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.6873 2022/12/05 11:20:55 - mmengine - INFO - Epoch(train) [117][ 700/5005] lr: 2.5513e-04 eta: 0:40:20 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6439 2022/12/05 11:21:08 - mmengine - INFO - Epoch(train) [117][ 800/5005] lr: 2.5250e-04 eta: 0:40:07 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.6629 2022/12/05 11:21:20 - mmengine - INFO - Epoch(train) [117][ 900/5005] lr: 2.4988e-04 eta: 0:39:55 time: 0.1298 data_time: 0.0021 memory: 4034 loss: 0.6416 2022/12/05 11:21:33 - mmengine - INFO - Epoch(train) [117][1000/5005] lr: 2.4727e-04 eta: 0:39:42 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.6721 2022/12/05 11:21:46 - mmengine - INFO - Epoch(train) [117][1100/5005] lr: 2.4468e-04 eta: 0:39:30 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6376 2022/12/05 11:21:59 - mmengine - INFO - Epoch(train) [117][1200/5005] lr: 2.4210e-04 eta: 0:39:17 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6220 2022/12/05 11:22:12 - mmengine - INFO - Epoch(train) [117][1300/5005] lr: 2.3954e-04 eta: 0:39:05 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.7197 2022/12/05 11:22:25 - mmengine - INFO - Epoch(train) [117][1400/5005] lr: 2.3699e-04 eta: 0:38:52 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6095 2022/12/05 11:22:27 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:22:37 - mmengine - INFO - Epoch(train) [117][1500/5005] lr: 2.3445e-04 eta: 0:38:40 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.5736 2022/12/05 11:22:50 - mmengine - INFO - Epoch(train) [117][1600/5005] lr: 2.3193e-04 eta: 0:38:27 time: 0.1270 data_time: 0.0022 memory: 4034 loss: 0.6088 2022/12/05 11:23:03 - mmengine - INFO - Epoch(train) [117][1700/5005] lr: 2.2942e-04 eta: 0:38:15 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.5351 2022/12/05 11:23:16 - mmengine - INFO - Epoch(train) [117][1800/5005] lr: 2.2693e-04 eta: 0:38:02 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.7267 2022/12/05 11:23:29 - mmengine - INFO - Epoch(train) [117][1900/5005] lr: 2.2444e-04 eta: 0:37:50 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.5024 2022/12/05 11:23:42 - mmengine - INFO - Epoch(train) [117][2000/5005] lr: 2.2198e-04 eta: 0:37:37 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.5967 2022/12/05 11:23:54 - mmengine - INFO - Epoch(train) [117][2100/5005] lr: 2.1952e-04 eta: 0:37:25 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6418 2022/12/05 11:24:07 - mmengine - INFO - Epoch(train) [117][2200/5005] lr: 2.1708e-04 eta: 0:37:12 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6122 2022/12/05 11:24:20 - mmengine - INFO - Epoch(train) [117][2300/5005] lr: 2.1465e-04 eta: 0:37:00 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6539 2022/12/05 11:24:33 - mmengine - INFO - Epoch(train) [117][2400/5005] lr: 2.1224e-04 eta: 0:36:47 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6545 2022/12/05 11:24:35 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:24:46 - mmengine - INFO - Epoch(train) [117][2500/5005] lr: 2.0984e-04 eta: 0:36:35 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.5566 2022/12/05 11:24:59 - mmengine - INFO - Epoch(train) [117][2600/5005] lr: 2.0745e-04 eta: 0:36:22 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6852 2022/12/05 11:25:11 - mmengine - INFO - Epoch(train) [117][2700/5005] lr: 2.0508e-04 eta: 0:36:10 time: 0.1267 data_time: 0.0021 memory: 4034 loss: 0.8369 2022/12/05 11:25:24 - mmengine - INFO - Epoch(train) [117][2800/5005] lr: 2.0272e-04 eta: 0:35:57 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.6617 2022/12/05 11:25:37 - mmengine - INFO - Epoch(train) [117][2900/5005] lr: 2.0037e-04 eta: 0:35:45 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.5665 2022/12/05 11:25:50 - mmengine - INFO - Epoch(train) [117][3000/5005] lr: 1.9804e-04 eta: 0:35:32 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6615 2022/12/05 11:26:03 - mmengine - INFO - Epoch(train) [117][3100/5005] lr: 1.9572e-04 eta: 0:35:19 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.5597 2022/12/05 11:26:16 - mmengine - INFO - Epoch(train) [117][3200/5005] lr: 1.9342e-04 eta: 0:35:07 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.5741 2022/12/05 11:26:28 - mmengine - INFO - Epoch(train) [117][3300/5005] lr: 1.9112e-04 eta: 0:34:54 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.5751 2022/12/05 11:26:41 - mmengine - INFO - Epoch(train) [117][3400/5005] lr: 1.8885e-04 eta: 0:34:42 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.5899 2022/12/05 11:26:44 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:26:54 - mmengine - INFO - Epoch(train) [117][3500/5005] lr: 1.8658e-04 eta: 0:34:29 time: 0.1273 data_time: 0.0020 memory: 4034 loss: 0.5080 2022/12/05 11:27:07 - mmengine - INFO - Epoch(train) [117][3600/5005] lr: 1.8433e-04 eta: 0:34:17 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.5434 2022/12/05 11:27:20 - mmengine - INFO - Epoch(train) [117][3700/5005] lr: 1.8210e-04 eta: 0:34:04 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6848 2022/12/05 11:27:33 - mmengine - INFO - Epoch(train) [117][3800/5005] lr: 1.7987e-04 eta: 0:33:52 time: 0.1281 data_time: 0.0020 memory: 4034 loss: 0.6041 2022/12/05 11:27:46 - mmengine - INFO - Epoch(train) [117][3900/5005] lr: 1.7766e-04 eta: 0:33:39 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.5376 2022/12/05 11:27:58 - mmengine - INFO - Epoch(train) [117][4000/5005] lr: 1.7547e-04 eta: 0:33:27 time: 0.1276 data_time: 0.0022 memory: 4034 loss: 0.7178 2022/12/05 11:28:11 - mmengine - INFO - Epoch(train) [117][4100/5005] lr: 1.7328e-04 eta: 0:33:14 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.7645 2022/12/05 11:28:24 - mmengine - INFO - Epoch(train) [117][4200/5005] lr: 1.7112e-04 eta: 0:33:02 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.5637 2022/12/05 11:28:37 - mmengine - INFO - Epoch(train) [117][4300/5005] lr: 1.6896e-04 eta: 0:32:49 time: 0.1272 data_time: 0.0021 memory: 4034 loss: 0.7575 2022/12/05 11:28:50 - mmengine - INFO - Epoch(train) [117][4400/5005] lr: 1.6682e-04 eta: 0:32:37 time: 0.1271 data_time: 0.0021 memory: 4034 loss: 0.5446 2022/12/05 11:28:52 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:29:03 - mmengine - INFO - Epoch(train) [117][4500/5005] lr: 1.6469e-04 eta: 0:32:24 time: 0.1275 data_time: 0.0021 memory: 4034 loss: 0.6951 2022/12/05 11:29:15 - mmengine - INFO - Epoch(train) [117][4600/5005] lr: 1.6258e-04 eta: 0:32:12 time: 0.1271 data_time: 0.0021 memory: 4034 loss: 0.7511 2022/12/05 11:29:28 - mmengine - INFO - Epoch(train) [117][4700/5005] lr: 1.6048e-04 eta: 0:31:59 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6739 2022/12/05 11:29:41 - mmengine - INFO - Epoch(train) [117][4800/5005] lr: 1.5839e-04 eta: 0:31:47 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.5797 2022/12/05 11:29:54 - mmengine - INFO - Epoch(train) [117][4900/5005] lr: 1.5632e-04 eta: 0:31:34 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6248 2022/12/05 11:30:07 - mmengine - INFO - Epoch(train) [117][5000/5005] lr: 1.5426e-04 eta: 0:31:21 time: 0.1284 data_time: 0.0030 memory: 4034 loss: 0.4342 2022/12/05 11:30:07 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:30:07 - mmengine - INFO - Saving checkpoint at 117 epochs 2022/12/05 11:30:14 - mmengine - INFO - Epoch(val) [117][100/196] eta: 0:00:03 time: 0.0350 data_time: 0.0079 memory: 4034 2022/12/05 11:30:27 - mmengine - INFO - Epoch(val) [117][196/196] accuracy/top1: 78.5780 accuracy/top5: 94.1800 2022/12/05 11:30:40 - mmengine - INFO - Epoch(train) [118][ 100/5005] lr: 1.5211e-04 eta: 0:31:08 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6578 2022/12/05 11:30:53 - mmengine - INFO - Epoch(train) [118][ 200/5005] lr: 1.5008e-04 eta: 0:30:56 time: 0.1286 data_time: 0.0020 memory: 4034 loss: 0.5765 2022/12/05 11:31:06 - mmengine - INFO - Epoch(train) [118][ 300/5005] lr: 1.4806e-04 eta: 0:30:43 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.7861 2022/12/05 11:31:19 - mmengine - INFO - Epoch(train) [118][ 400/5005] lr: 1.4605e-04 eta: 0:30:31 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6495 2022/12/05 11:31:21 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:31:32 - mmengine - INFO - Epoch(train) [118][ 500/5005] lr: 1.4406e-04 eta: 0:30:18 time: 0.1277 data_time: 0.0020 memory: 4034 loss: 0.5823 2022/12/05 11:31:45 - mmengine - INFO - Epoch(train) [118][ 600/5005] lr: 1.4209e-04 eta: 0:30:06 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.4944 2022/12/05 11:31:58 - mmengine - INFO - Epoch(train) [118][ 700/5005] lr: 1.4012e-04 eta: 0:29:53 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.5979 2022/12/05 11:32:10 - mmengine - INFO - Epoch(train) [118][ 800/5005] lr: 1.3817e-04 eta: 0:29:41 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.5459 2022/12/05 11:32:23 - mmengine - INFO - Epoch(train) [118][ 900/5005] lr: 1.3624e-04 eta: 0:29:28 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.6372 2022/12/05 11:32:36 - mmengine - INFO - Epoch(train) [118][1000/5005] lr: 1.3431e-04 eta: 0:29:16 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.5403 2022/12/05 11:32:49 - mmengine - INFO - Epoch(train) [118][1100/5005] lr: 1.3241e-04 eta: 0:29:03 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.6082 2022/12/05 11:33:02 - mmengine - INFO - Epoch(train) [118][1200/5005] lr: 1.3051e-04 eta: 0:28:51 time: 0.1273 data_time: 0.0020 memory: 4034 loss: 0.6295 2022/12/05 11:33:15 - mmengine - INFO - Epoch(train) [118][1300/5005] lr: 1.2863e-04 eta: 0:28:38 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6457 2022/12/05 11:33:27 - mmengine - INFO - Epoch(train) [118][1400/5005] lr: 1.2676e-04 eta: 0:28:26 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.6844 2022/12/05 11:33:29 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:33:40 - mmengine - INFO - Epoch(train) [118][1500/5005] lr: 1.2491e-04 eta: 0:28:13 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7035 2022/12/05 11:33:53 - mmengine - INFO - Epoch(train) [118][1600/5005] lr: 1.2307e-04 eta: 0:28:00 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.4950 2022/12/05 11:34:06 - mmengine - INFO - Epoch(train) [118][1700/5005] lr: 1.2124e-04 eta: 0:27:48 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6964 2022/12/05 11:34:19 - mmengine - INFO - Epoch(train) [118][1800/5005] lr: 1.1943e-04 eta: 0:27:35 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.6049 2022/12/05 11:34:32 - mmengine - INFO - Epoch(train) [118][1900/5005] lr: 1.1763e-04 eta: 0:27:23 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6159 2022/12/05 11:34:44 - mmengine - INFO - Epoch(train) [118][2000/5005] lr: 1.1584e-04 eta: 0:27:10 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.5357 2022/12/05 11:34:57 - mmengine - INFO - Epoch(train) [118][2100/5005] lr: 1.1407e-04 eta: 0:26:58 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.5894 2022/12/05 11:35:10 - mmengine - INFO - Epoch(train) [118][2200/5005] lr: 1.1231e-04 eta: 0:26:45 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.7710 2022/12/05 11:35:23 - mmengine - INFO - Epoch(train) [118][2300/5005] lr: 1.1056e-04 eta: 0:26:33 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.6137 2022/12/05 11:35:36 - mmengine - INFO - Epoch(train) [118][2400/5005] lr: 1.0883e-04 eta: 0:26:20 time: 0.1271 data_time: 0.0021 memory: 4034 loss: 0.5960 2022/12/05 11:35:38 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:35:49 - mmengine - INFO - Epoch(train) [118][2500/5005] lr: 1.0711e-04 eta: 0:26:08 time: 0.1269 data_time: 0.0019 memory: 4034 loss: 0.8593 2022/12/05 11:36:01 - mmengine - INFO - Epoch(train) [118][2600/5005] lr: 1.0541e-04 eta: 0:25:55 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.8121 2022/12/05 11:36:14 - mmengine - INFO - Epoch(train) [118][2700/5005] lr: 1.0372e-04 eta: 0:25:43 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.6462 2022/12/05 11:36:27 - mmengine - INFO - Epoch(train) [118][2800/5005] lr: 1.0204e-04 eta: 0:25:30 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.5984 2022/12/05 11:36:40 - mmengine - INFO - Epoch(train) [118][2900/5005] lr: 1.0038e-04 eta: 0:25:18 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6703 2022/12/05 11:36:53 - mmengine - INFO - Epoch(train) [118][3000/5005] lr: 9.8729e-05 eta: 0:25:05 time: 0.1273 data_time: 0.0020 memory: 4034 loss: 0.5402 2022/12/05 11:37:06 - mmengine - INFO - Epoch(train) [118][3100/5005] lr: 9.7093e-05 eta: 0:24:53 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6100 2022/12/05 11:37:19 - mmengine - INFO - Epoch(train) [118][3200/5005] lr: 9.5471e-05 eta: 0:24:40 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.7071 2022/12/05 11:37:31 - mmengine - INFO - Epoch(train) [118][3300/5005] lr: 9.3862e-05 eta: 0:24:28 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6884 2022/12/05 11:37:44 - mmengine - INFO - Epoch(train) [118][3400/5005] lr: 9.2267e-05 eta: 0:24:15 time: 0.1270 data_time: 0.0022 memory: 4034 loss: 0.6326 2022/12/05 11:37:46 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:37:57 - mmengine - INFO - Epoch(train) [118][3500/5005] lr: 9.0686e-05 eta: 0:24:02 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.6503 2022/12/05 11:38:10 - mmengine - INFO - Epoch(train) [118][3600/5005] lr: 8.9119e-05 eta: 0:23:50 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.6805 2022/12/05 11:38:23 - mmengine - INFO - Epoch(train) [118][3700/5005] lr: 8.7565e-05 eta: 0:23:37 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.5674 2022/12/05 11:38:36 - mmengine - INFO - Epoch(train) [118][3800/5005] lr: 8.6024e-05 eta: 0:23:25 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.5875 2022/12/05 11:38:48 - mmengine - INFO - Epoch(train) [118][3900/5005] lr: 8.4497e-05 eta: 0:23:12 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6154 2022/12/05 11:39:01 - mmengine - INFO - Epoch(train) [118][4000/5005] lr: 8.2984e-05 eta: 0:23:00 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.5854 2022/12/05 11:39:14 - mmengine - INFO - Epoch(train) [118][4100/5005] lr: 8.1485e-05 eta: 0:22:47 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.4675 2022/12/05 11:39:27 - mmengine - INFO - Epoch(train) [118][4200/5005] lr: 7.9999e-05 eta: 0:22:35 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.6389 2022/12/05 11:39:40 - mmengine - INFO - Epoch(train) [118][4300/5005] lr: 7.8527e-05 eta: 0:22:22 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.5741 2022/12/05 11:39:53 - mmengine - INFO - Epoch(train) [118][4400/5005] lr: 7.7069e-05 eta: 0:22:10 time: 0.1272 data_time: 0.0022 memory: 4034 loss: 0.5559 2022/12/05 11:39:55 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:40:05 - mmengine - INFO - Epoch(train) [118][4500/5005] lr: 7.5624e-05 eta: 0:21:57 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6388 2022/12/05 11:40:18 - mmengine - INFO - Epoch(train) [118][4600/5005] lr: 7.4193e-05 eta: 0:21:45 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6575 2022/12/05 11:40:31 - mmengine - INFO - Epoch(train) [118][4700/5005] lr: 7.2776e-05 eta: 0:21:32 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.6847 2022/12/05 11:40:44 - mmengine - INFO - Epoch(train) [118][4800/5005] lr: 7.1372e-05 eta: 0:21:20 time: 0.1273 data_time: 0.0020 memory: 4034 loss: 0.5587 2022/12/05 11:40:57 - mmengine - INFO - Epoch(train) [118][4900/5005] lr: 6.9982e-05 eta: 0:21:07 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.5781 2022/12/05 11:41:10 - mmengine - INFO - Epoch(train) [118][5000/5005] lr: 6.8605e-05 eta: 0:20:55 time: 0.1281 data_time: 0.0029 memory: 4034 loss: 0.6355 2022/12/05 11:41:10 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:41:10 - mmengine - INFO - Saving checkpoint at 118 epochs 2022/12/05 11:41:17 - mmengine - INFO - Epoch(val) [118][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0080 memory: 4034 2022/12/05 11:41:30 - mmengine - INFO - Epoch(val) [118][196/196] accuracy/top1: 78.6000 accuracy/top5: 94.2680 2022/12/05 11:41:43 - mmengine - INFO - Epoch(train) [119][ 100/5005] lr: 6.7175e-05 eta: 0:20:41 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.5979 2022/12/05 11:41:56 - mmengine - INFO - Epoch(train) [119][ 200/5005] lr: 6.5826e-05 eta: 0:20:29 time: 0.1271 data_time: 0.0021 memory: 4034 loss: 0.6065 2022/12/05 11:42:09 - mmengine - INFO - Epoch(train) [119][ 300/5005] lr: 6.4492e-05 eta: 0:20:16 time: 0.1283 data_time: 0.0021 memory: 4034 loss: 0.6308 2022/12/05 11:42:22 - mmengine - INFO - Epoch(train) [119][ 400/5005] lr: 6.3171e-05 eta: 0:20:04 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6064 2022/12/05 11:42:23 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:42:35 - mmengine - INFO - Epoch(train) [119][ 500/5005] lr: 6.1863e-05 eta: 0:19:51 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.7219 2022/12/05 11:42:47 - mmengine - INFO - Epoch(train) [119][ 600/5005] lr: 6.0569e-05 eta: 0:19:39 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.6107 2022/12/05 11:43:00 - mmengine - INFO - Epoch(train) [119][ 700/5005] lr: 5.9289e-05 eta: 0:19:26 time: 0.1275 data_time: 0.0020 memory: 4034 loss: 0.6837 2022/12/05 11:43:13 - mmengine - INFO - Epoch(train) [119][ 800/5005] lr: 5.8023e-05 eta: 0:19:14 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.5243 2022/12/05 11:43:26 - mmengine - INFO - Epoch(train) [119][ 900/5005] lr: 5.6770e-05 eta: 0:19:01 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.5895 2022/12/05 11:43:39 - mmengine - INFO - Epoch(train) [119][1000/5005] lr: 5.5531e-05 eta: 0:18:49 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.7041 2022/12/05 11:43:52 - mmengine - INFO - Epoch(train) [119][1100/5005] lr: 5.4305e-05 eta: 0:18:36 time: 0.1277 data_time: 0.0021 memory: 4034 loss: 0.5075 2022/12/05 11:44:04 - mmengine - INFO - Epoch(train) [119][1200/5005] lr: 5.3094e-05 eta: 0:18:24 time: 0.1271 data_time: 0.0021 memory: 4034 loss: 0.7050 2022/12/05 11:44:17 - mmengine - INFO - Epoch(train) [119][1300/5005] lr: 5.1896e-05 eta: 0:18:11 time: 0.1271 data_time: 0.0021 memory: 4034 loss: 0.6167 2022/12/05 11:44:30 - mmengine - INFO - Epoch(train) [119][1400/5005] lr: 5.0711e-05 eta: 0:17:59 time: 0.1267 data_time: 0.0021 memory: 4034 loss: 0.5263 2022/12/05 11:44:31 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:44:43 - mmengine - INFO - Epoch(train) [119][1500/5005] lr: 4.9540e-05 eta: 0:17:46 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.7075 2022/12/05 11:44:56 - mmengine - INFO - Epoch(train) [119][1600/5005] lr: 4.8383e-05 eta: 0:17:33 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.5434 2022/12/05 11:45:09 - mmengine - INFO - Epoch(train) [119][1700/5005] lr: 4.7240e-05 eta: 0:17:21 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.5452 2022/12/05 11:45:21 - mmengine - INFO - Epoch(train) [119][1800/5005] lr: 4.6110e-05 eta: 0:17:08 time: 0.1273 data_time: 0.0020 memory: 4034 loss: 0.7874 2022/12/05 11:45:34 - mmengine - INFO - Epoch(train) [119][1900/5005] lr: 4.4994e-05 eta: 0:16:56 time: 0.1271 data_time: 0.0021 memory: 4034 loss: 0.6467 2022/12/05 11:45:47 - mmengine - INFO - Epoch(train) [119][2000/5005] lr: 4.3891e-05 eta: 0:16:43 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.7215 2022/12/05 11:46:00 - mmengine - INFO - Epoch(train) [119][2100/5005] lr: 4.2803e-05 eta: 0:16:31 time: 0.1269 data_time: 0.0022 memory: 4034 loss: 0.7734 2022/12/05 11:46:13 - mmengine - INFO - Epoch(train) [119][2200/5005] lr: 4.1727e-05 eta: 0:16:18 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.6052 2022/12/05 11:46:26 - mmengine - INFO - Epoch(train) [119][2300/5005] lr: 4.0666e-05 eta: 0:16:06 time: 0.1273 data_time: 0.0020 memory: 4034 loss: 0.5312 2022/12/05 11:46:38 - mmengine - INFO - Epoch(train) [119][2400/5005] lr: 3.9618e-05 eta: 0:15:53 time: 0.1270 data_time: 0.0020 memory: 4034 loss: 0.5692 2022/12/05 11:46:40 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:46:51 - mmengine - INFO - Epoch(train) [119][2500/5005] lr: 3.8584e-05 eta: 0:15:41 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.5681 2022/12/05 11:47:04 - mmengine - INFO - Epoch(train) [119][2600/5005] lr: 3.7564e-05 eta: 0:15:28 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.7478 2022/12/05 11:47:17 - mmengine - INFO - Epoch(train) [119][2700/5005] lr: 3.6557e-05 eta: 0:15:16 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6404 2022/12/05 11:47:30 - mmengine - INFO - Epoch(train) [119][2800/5005] lr: 3.5564e-05 eta: 0:15:03 time: 0.1275 data_time: 0.0021 memory: 4034 loss: 0.6598 2022/12/05 11:47:43 - mmengine - INFO - Epoch(train) [119][2900/5005] lr: 3.4584e-05 eta: 0:14:51 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.9507 2022/12/05 11:47:55 - mmengine - INFO - Epoch(train) [119][3000/5005] lr: 3.3619e-05 eta: 0:14:38 time: 0.1271 data_time: 0.0021 memory: 4034 loss: 0.7097 2022/12/05 11:48:08 - mmengine - INFO - Epoch(train) [119][3100/5005] lr: 3.2667e-05 eta: 0:14:25 time: 0.1272 data_time: 0.0021 memory: 4034 loss: 0.6504 2022/12/05 11:48:21 - mmengine - INFO - Epoch(train) [119][3200/5005] lr: 3.1728e-05 eta: 0:14:13 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.5947 2022/12/05 11:48:34 - mmengine - INFO - Epoch(train) [119][3300/5005] lr: 3.0803e-05 eta: 0:14:00 time: 0.1272 data_time: 0.0021 memory: 4034 loss: 0.7402 2022/12/05 11:48:47 - mmengine - INFO - Epoch(train) [119][3400/5005] lr: 2.9892e-05 eta: 0:13:48 time: 0.1271 data_time: 0.0021 memory: 4034 loss: 0.6639 2022/12/05 11:48:48 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:49:00 - mmengine - INFO - Epoch(train) [119][3500/5005] lr: 2.8995e-05 eta: 0:13:35 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.7015 2022/12/05 11:49:13 - mmengine - INFO - Epoch(train) [119][3600/5005] lr: 2.8111e-05 eta: 0:13:23 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.5729 2022/12/05 11:49:25 - mmengine - INFO - Epoch(train) [119][3700/5005] lr: 2.7241e-05 eta: 0:13:10 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6149 2022/12/05 11:49:38 - mmengine - INFO - Epoch(train) [119][3800/5005] lr: 2.6385e-05 eta: 0:12:58 time: 0.1271 data_time: 0.0021 memory: 4034 loss: 0.6028 2022/12/05 11:49:51 - mmengine - INFO - Epoch(train) [119][3900/5005] lr: 2.5542e-05 eta: 0:12:45 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.6195 2022/12/05 11:50:04 - mmengine - INFO - Epoch(train) [119][4000/5005] lr: 2.4713e-05 eta: 0:12:33 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.5468 2022/12/05 11:50:17 - mmengine - INFO - Epoch(train) [119][4100/5005] lr: 2.3898e-05 eta: 0:12:20 time: 0.1268 data_time: 0.0020 memory: 4034 loss: 0.5697 2022/12/05 11:50:30 - mmengine - INFO - Epoch(train) [119][4200/5005] lr: 2.3096e-05 eta: 0:12:08 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.6793 2022/12/05 11:50:42 - mmengine - INFO - Epoch(train) [119][4300/5005] lr: 2.2308e-05 eta: 0:11:55 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6905 2022/12/05 11:50:55 - mmengine - INFO - Epoch(train) [119][4400/5005] lr: 2.1534e-05 eta: 0:11:43 time: 0.1272 data_time: 0.0021 memory: 4034 loss: 0.4558 2022/12/05 11:50:57 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:51:08 - mmengine - INFO - Epoch(train) [119][4500/5005] lr: 2.0773e-05 eta: 0:11:30 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.4920 2022/12/05 11:51:21 - mmengine - INFO - Epoch(train) [119][4600/5005] lr: 2.0026e-05 eta: 0:11:18 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.6306 2022/12/05 11:51:34 - mmengine - INFO - Epoch(train) [119][4700/5005] lr: 1.9293e-05 eta: 0:11:05 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.6287 2022/12/05 11:51:47 - mmengine - INFO - Epoch(train) [119][4800/5005] lr: 1.8573e-05 eta: 0:10:52 time: 0.1272 data_time: 0.0020 memory: 4034 loss: 0.7664 2022/12/05 11:52:00 - mmengine - INFO - Epoch(train) [119][4900/5005] lr: 1.7867e-05 eta: 0:10:40 time: 0.1275 data_time: 0.0021 memory: 4034 loss: 0.5817 2022/12/05 11:52:12 - mmengine - INFO - Epoch(train) [119][5000/5005] lr: 1.7175e-05 eta: 0:10:27 time: 0.1277 data_time: 0.0029 memory: 4034 loss: 0.5843 2022/12/05 11:52:13 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:52:13 - mmengine - INFO - Saving checkpoint at 119 epochs 2022/12/05 11:52:20 - mmengine - INFO - Epoch(val) [119][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0078 memory: 4034 2022/12/05 11:52:33 - mmengine - INFO - Epoch(val) [119][196/196] accuracy/top1: 78.5440 accuracy/top5: 94.1940 2022/12/05 11:52:46 - mmengine - INFO - Epoch(train) [120][ 100/5005] lr: 1.6463e-05 eta: 0:10:14 time: 0.1267 data_time: 0.0021 memory: 4034 loss: 0.6957 2022/12/05 11:52:59 - mmengine - INFO - Epoch(train) [120][ 200/5005] lr: 1.5798e-05 eta: 0:10:02 time: 0.1275 data_time: 0.0021 memory: 4034 loss: 0.6741 2022/12/05 11:53:12 - mmengine - INFO - Epoch(train) [120][ 300/5005] lr: 1.5148e-05 eta: 0:09:49 time: 0.1271 data_time: 0.0021 memory: 4034 loss: 0.7229 2022/12/05 11:53:24 - mmengine - INFO - Epoch(train) [120][ 400/5005] lr: 1.4511e-05 eta: 0:09:37 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6615 2022/12/05 11:53:25 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:53:37 - mmengine - INFO - Epoch(train) [120][ 500/5005] lr: 1.3888e-05 eta: 0:09:24 time: 0.1269 data_time: 0.0020 memory: 4034 loss: 0.7088 2022/12/05 11:53:50 - mmengine - INFO - Epoch(train) [120][ 600/5005] lr: 1.3278e-05 eta: 0:09:12 time: 0.1279 data_time: 0.0021 memory: 4034 loss: 0.5252 2022/12/05 11:54:03 - mmengine - INFO - Epoch(train) [120][ 700/5005] lr: 1.2682e-05 eta: 0:08:59 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.5567 2022/12/05 11:54:16 - mmengine - INFO - Epoch(train) [120][ 800/5005] lr: 1.2100e-05 eta: 0:08:47 time: 0.1271 data_time: 0.0021 memory: 4034 loss: 0.6377 2022/12/05 11:54:29 - mmengine - INFO - Epoch(train) [120][ 900/5005] lr: 1.1532e-05 eta: 0:08:34 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6535 2022/12/05 11:54:41 - mmengine - INFO - Epoch(train) [120][1000/5005] lr: 1.0977e-05 eta: 0:08:21 time: 0.1267 data_time: 0.0021 memory: 4034 loss: 0.8537 2022/12/05 11:54:54 - mmengine - INFO - Epoch(train) [120][1100/5005] lr: 1.0436e-05 eta: 0:08:09 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.6290 2022/12/05 11:55:07 - mmengine - INFO - Epoch(train) [120][1200/5005] lr: 9.9081e-06 eta: 0:07:56 time: 0.1269 data_time: 0.0022 memory: 4034 loss: 0.9127 2022/12/05 11:55:20 - mmengine - INFO - Epoch(train) [120][1300/5005] lr: 9.3943e-06 eta: 0:07:44 time: 0.1275 data_time: 0.0021 memory: 4034 loss: 0.5734 2022/12/05 11:55:33 - mmengine - INFO - Epoch(train) [120][1400/5005] lr: 8.8942e-06 eta: 0:07:31 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.6532 2022/12/05 11:55:33 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:55:46 - mmengine - INFO - Epoch(train) [120][1500/5005] lr: 8.4078e-06 eta: 0:07:19 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.5175 2022/12/05 11:55:58 - mmengine - INFO - Epoch(train) [120][1600/5005] lr: 7.9350e-06 eta: 0:07:06 time: 0.1271 data_time: 0.0021 memory: 4034 loss: 0.5494 2022/12/05 11:56:11 - mmengine - INFO - Epoch(train) [120][1700/5005] lr: 7.4759e-06 eta: 0:06:54 time: 0.1271 data_time: 0.0021 memory: 4034 loss: 0.7459 2022/12/05 11:56:24 - mmengine - INFO - Epoch(train) [120][1800/5005] lr: 7.0305e-06 eta: 0:06:41 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.6528 2022/12/05 11:56:37 - mmengine - INFO - Epoch(train) [120][1900/5005] lr: 6.5988e-06 eta: 0:06:29 time: 0.1273 data_time: 0.0021 memory: 4034 loss: 0.7331 2022/12/05 11:56:50 - mmengine - INFO - Epoch(train) [120][2000/5005] lr: 6.1807e-06 eta: 0:06:16 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.6846 2022/12/05 11:57:03 - mmengine - INFO - Epoch(train) [120][2100/5005] lr: 5.7763e-06 eta: 0:06:04 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.6460 2022/12/05 11:57:16 - mmengine - INFO - Epoch(train) [120][2200/5005] lr: 5.3856e-06 eta: 0:05:51 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.7161 2022/12/05 11:57:28 - mmengine - INFO - Epoch(train) [120][2300/5005] lr: 5.0086e-06 eta: 0:05:39 time: 0.1274 data_time: 0.0021 memory: 4034 loss: 0.6036 2022/12/05 11:57:41 - mmengine - INFO - Epoch(train) [120][2400/5005] lr: 4.6453e-06 eta: 0:05:26 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.7400 2022/12/05 11:57:42 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 11:57:54 - mmengine - INFO - Epoch(train) [120][2500/5005] lr: 4.2956e-06 eta: 0:05:13 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.5871 2022/12/05 11:58:07 - mmengine - INFO - Epoch(train) [120][2600/5005] lr: 3.9596e-06 eta: 0:05:01 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.6022 2022/12/05 11:58:20 - mmengine - INFO - Epoch(train) [120][2700/5005] lr: 3.6373e-06 eta: 0:04:48 time: 0.1279 data_time: 0.0021 memory: 4034 loss: 0.6042 2022/12/05 11:58:33 - mmengine - INFO - Epoch(train) [120][2800/5005] lr: 3.3287e-06 eta: 0:04:36 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.7078 2022/12/05 11:58:45 - mmengine - INFO - Epoch(train) [120][2900/5005] lr: 3.0338e-06 eta: 0:04:23 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.6342 2022/12/05 11:58:58 - mmengine - INFO - Epoch(train) [120][3000/5005] lr: 2.7525e-06 eta: 0:04:11 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.5949 2022/12/05 11:59:11 - mmengine - INFO - Epoch(train) [120][3100/5005] lr: 2.4849e-06 eta: 0:03:58 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.5344 2022/12/05 11:59:24 - mmengine - INFO - Epoch(train) [120][3200/5005] lr: 2.2310e-06 eta: 0:03:46 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6564 2022/12/05 11:59:37 - mmengine - INFO - Epoch(train) [120][3300/5005] lr: 1.9908e-06 eta: 0:03:33 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.5374 2022/12/05 11:59:50 - mmengine - INFO - Epoch(train) [120][3400/5005] lr: 1.7642e-06 eta: 0:03:21 time: 0.1271 data_time: 0.0021 memory: 4034 loss: 0.7288 2022/12/05 11:59:50 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 12:00:03 - mmengine - INFO - Epoch(train) [120][3500/5005] lr: 1.5514e-06 eta: 0:03:08 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.6777 2022/12/05 12:00:15 - mmengine - INFO - Epoch(train) [120][3600/5005] lr: 1.3522e-06 eta: 0:02:56 time: 0.1275 data_time: 0.0022 memory: 4034 loss: 0.6574 2022/12/05 12:00:28 - mmengine - INFO - Epoch(train) [120][3700/5005] lr: 1.1667e-06 eta: 0:02:43 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.7591 2022/12/05 12:00:41 - mmengine - INFO - Epoch(train) [120][3800/5005] lr: 9.9486e-07 eta: 0:02:31 time: 0.1268 data_time: 0.0021 memory: 4034 loss: 0.5074 2022/12/05 12:00:54 - mmengine - INFO - Epoch(train) [120][3900/5005] lr: 8.3672e-07 eta: 0:02:18 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.6216 2022/12/05 12:01:07 - mmengine - INFO - Epoch(train) [120][4000/5005] lr: 6.9225e-07 eta: 0:02:05 time: 0.1271 data_time: 0.0020 memory: 4034 loss: 0.5194 2022/12/05 12:01:20 - mmengine - INFO - Epoch(train) [120][4100/5005] lr: 5.6147e-07 eta: 0:01:53 time: 0.1273 data_time: 0.0021 memory: 4034 loss: 0.6203 2022/12/05 12:01:32 - mmengine - INFO - Epoch(train) [120][4200/5005] lr: 4.4436e-07 eta: 0:01:40 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.6708 2022/12/05 12:01:45 - mmengine - INFO - Epoch(train) [120][4300/5005] lr: 3.4094e-07 eta: 0:01:28 time: 0.1270 data_time: 0.0021 memory: 4034 loss: 0.5857 2022/12/05 12:01:58 - mmengine - INFO - Epoch(train) [120][4400/5005] lr: 2.5120e-07 eta: 0:01:15 time: 0.1271 data_time: 0.0021 memory: 4034 loss: 0.6332 2022/12/05 12:01:59 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 12:02:11 - mmengine - INFO - Epoch(train) [120][4500/5005] lr: 1.7513e-07 eta: 0:01:03 time: 0.1272 data_time: 0.0021 memory: 4034 loss: 0.6874 2022/12/05 12:02:24 - mmengine - INFO - Epoch(train) [120][4600/5005] lr: 1.1275e-07 eta: 0:00:50 time: 0.1273 data_time: 0.0021 memory: 4034 loss: 0.5732 2022/12/05 12:02:37 - mmengine - INFO - Epoch(train) [120][4700/5005] lr: 6.4049e-08 eta: 0:00:38 time: 0.1274 data_time: 0.0021 memory: 4034 loss: 0.6329 2022/12/05 12:02:50 - mmengine - INFO - Epoch(train) [120][4800/5005] lr: 2.9027e-08 eta: 0:00:25 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.5683 2022/12/05 12:03:02 - mmengine - INFO - Epoch(train) [120][4900/5005] lr: 7.6857e-09 eta: 0:00:13 time: 0.1269 data_time: 0.0021 memory: 4034 loss: 0.4712 2022/12/05 12:03:15 - mmengine - INFO - Epoch(train) [120][5000/5005] lr: 2.4625e-11 eta: 0:00:00 time: 0.1282 data_time: 0.0024 memory: 4034 loss: 0.6673 2022/12/05 12:03:16 - mmengine - INFO - Exp name: repvgg-B2_20221204_142138 2022/12/05 12:03:16 - mmengine - INFO - Saving checkpoint at 120 epochs 2022/12/05 12:03:23 - mmengine - INFO - Epoch(val) [120][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0078 memory: 4034 2022/12/05 12:03:36 - mmengine - INFO - Epoch(val) [120][196/196] accuracy/top1: 78.6040 accuracy/top5: 94.2160