2022/12/06 11:00:53 - mmengine - INFO - ------------------------------------------------------------ System environment: sys.platform: linux Python: 3.8.0 (default, Nov 6 2019, 21:49:08) [GCC 7.3.0] CUDA available: True numpy_random_seed: 575628039 GPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB CUDA_HOME: /mnt/petrelfs/share/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 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 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_61,code=sm_61;-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;-gencode;arch=compute_37,code=compute_37 - 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 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: slurm Distributed training: True GPU number: 8 ------------------------------------------------------------ 2022/12/06 11:00:53 - mmengine - INFO - Config: model = dict( type='ImageClassifier', backbone=dict(type='RepVGG', arch='B3g4', out_indices=(3, )), neck=dict(type='GlobalAveragePooling'), head=dict( type='LinearClsHead', num_classes=1000, in_channels=2560, loss=dict( type='LabelSmoothLoss', loss_weight=1.0, label_smooth_val=0.1, mode='classy_vision', num_classes=1000), topk=(1, 5)), train_cfg=dict(augments=dict(type='Mixup', alpha=0.2))) 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='RandAugment', policies='timm_increasing', num_policies=2, total_level=10, magnitude_level=7, magnitude_std=0.5, hparams=dict(pad_val=[104, 116, 124])), 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', file_client_args=dict( backend='petrel', path_mapping=dict({ './data/': 'openmmlab:s3://openmmlab/datasets/classification/', 'data/': 'openmmlab:s3://openmmlab/datasets/classification/' }))), dict(type='RandomResizedCrop', scale=224, backend='pillow'), dict(type='RandomFlip', prob=0.5, direction='horizontal'), dict( type='RandAugment', policies='timm_increasing', num_policies=2, total_level=10, magnitude_level=7, magnitude_std=0.5, hparams=dict(pad_val=[104, 116, 124])), 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', file_client_args=dict( backend='petrel', path_mapping=dict({ './data/': 'openmmlab:s3://openmmlab/datasets/classification/', 'data/': 'openmmlab:s3://openmmlab/datasets/classification/' }))), 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', file_client_args=dict( backend='petrel', path_mapping=dict({ './data/': 'openmmlab:s3://openmmlab/datasets/classification/', 'data/': 'openmmlab:s3://openmmlab/datasets/classification/' }))), 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=200, by_epoch=True, begin=0, end=200, convert_to_iter_based=True) train_cfg = dict(by_epoch=True, max_epochs=200, 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 bgr_mean = [103.53, 116.28, 123.675] bgr_std = [57.375, 57.12, 58.395] launcher = 'slurm' work_dir = '/mnt/petrelfs/yuzhaohui/repvgg/B3g4' 2022/12/06 11:00:53 - mmengine - INFO - Result has been saved to /mnt/petrelfs/yuzhaohui/repvgg/B3g4/modules_statistic_results.json 2022/12/06 11:00:53 - mmengine - INFO - Because batch augmentations are enabled, the data preprocessor automatically enables the `to_onehot` option to generate one-hot format labels. 2022/12/06 11:00:54 - 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 -------------------- 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - 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mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.0.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - 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mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.4.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.4.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.4.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.4.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.4.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.4.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.4.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.4.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.4.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.4.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.4.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.4.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.4.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.4.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.4.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.4.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.5.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.5.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.5.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.5.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.5.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.5.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.5.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.5.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.5.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.5.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.5.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.5.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.5.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.5.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.5.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.5.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.0.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.0.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.0.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.0.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.0.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.0.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.0.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.0.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.0.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.0.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.0.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.0.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.1.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.1.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.1.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.1.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.1.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.1.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.1.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.1.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.1.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.1.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.1.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.1.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.1.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.1.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.1.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.1.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.2.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.2.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.2.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.2.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.2.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.2.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.2.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.2.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.2.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.2.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.2.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.2.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.2.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.2.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.2.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.2.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.3.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.3.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.3.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.3.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.3.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.3.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.3.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.3.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.3.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.3.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.3.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.3.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.3.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.3.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.3.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.3.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.4.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - 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mmengine - INFO - paramwise_options -- backbone.stage_3.5.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.5.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.5.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.5.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.6.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.6.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.6.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.6.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.6.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - 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mmengine - INFO - paramwise_options -- backbone.stage_3.6.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.6.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.7.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.7.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.7.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.7.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.7.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.7.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.7.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.7.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.7.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.7.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.7.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.7.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.7.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.7.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.7.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.7.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.8.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.8.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.8.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.8.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.8.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.8.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.8.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.8.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.8.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.8.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.8.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.8.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.8.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.8.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.8.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.8.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - 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mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- head.fc.bias:lr=0.1 2022/12/06 11:01:04 - 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([192, 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([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_1x1.conv.weight - torch.Size([192, 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([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_3x3.conv.weight - torch.Size([192, 48, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.1.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_1x1.conv.weight - torch.Size([192, 48, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.1.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_3x3.conv.weight - torch.Size([192, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.2.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_1x1.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.2.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_3x3.conv.weight - torch.Size([192, 48, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.3.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_1x1.conv.weight - torch.Size([192, 48, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.3.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_3x3.conv.weight - torch.Size([384, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.0.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_1x1.conv.weight - torch.Size([384, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.0.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_3x3.conv.weight - torch.Size([384, 96, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.1.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_1x1.conv.weight - torch.Size([384, 96, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.1.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_3x3.conv.weight - torch.Size([384, 384, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.2.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_1x1.conv.weight - torch.Size([384, 384, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.2.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_3x3.conv.weight - torch.Size([384, 96, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.3.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_1x1.conv.weight - torch.Size([384, 96, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.3.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_3x3.conv.weight - torch.Size([384, 384, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.4.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_1x1.conv.weight - torch.Size([384, 384, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.4.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_3x3.conv.weight - torch.Size([384, 96, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.5.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_1x1.conv.weight - torch.Size([384, 96, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.5.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_3x3.conv.weight - torch.Size([768, 384, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.0.branch_3x3.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_3x3.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_1x1.conv.weight - torch.Size([768, 384, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.0.branch_1x1.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_1x1.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_3x3.conv.weight - torch.Size([768, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.1.branch_3x3.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_3x3.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_1x1.conv.weight - torch.Size([768, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.1.branch_1x1.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_1x1.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_3x3.conv.weight - torch.Size([768, 768, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.2.branch_3x3.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_3x3.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_1x1.conv.weight - torch.Size([768, 768, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.2.branch_1x1.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_1x1.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_3x3.conv.weight - torch.Size([768, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.3.branch_3x3.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_3x3.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_1x1.conv.weight - torch.Size([768, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.3.branch_1x1.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_1x1.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_3x3.conv.weight - torch.Size([768, 768, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.4.branch_3x3.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_3x3.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_1x1.conv.weight - torch.Size([768, 768, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.4.branch_1x1.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_1x1.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_3x3.conv.weight - torch.Size([768, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.5.branch_3x3.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_3x3.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_1x1.conv.weight - torch.Size([768, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.5.branch_1x1.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_1x1.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_3x3.conv.weight - torch.Size([768, 768, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.6.branch_3x3.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_3x3.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_1x1.conv.weight - torch.Size([768, 768, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.6.branch_1x1.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_1x1.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_3x3.conv.weight - torch.Size([768, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.7.branch_3x3.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_3x3.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_1x1.conv.weight - torch.Size([768, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.7.branch_1x1.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_1x1.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_3x3.conv.weight - torch.Size([768, 768, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.8.branch_3x3.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_3x3.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_1x1.conv.weight - torch.Size([768, 768, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.8.branch_1x1.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_1x1.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_3x3.conv.weight - torch.Size([768, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.9.branch_3x3.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_3x3.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_1x1.conv.weight - torch.Size([768, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.9.branch_1x1.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_1x1.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_3x3.conv.weight - torch.Size([768, 768, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.10.branch_3x3.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_3x3.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_1x1.conv.weight - torch.Size([768, 768, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.10.branch_1x1.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_1x1.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_3x3.conv.weight - torch.Size([768, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.11.branch_3x3.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_3x3.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_1x1.conv.weight - torch.Size([768, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.11.branch_1x1.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_1x1.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_3x3.conv.weight - torch.Size([768, 768, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.12.branch_3x3.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_3x3.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_1x1.conv.weight - torch.Size([768, 768, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.12.branch_1x1.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_1x1.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_3x3.conv.weight - torch.Size([768, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.13.branch_3x3.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_3x3.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_1x1.conv.weight - torch.Size([768, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.13.branch_1x1.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_1x1.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_3x3.conv.weight - torch.Size([768, 768, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.14.branch_3x3.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_3x3.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_1x1.conv.weight - torch.Size([768, 768, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.14.branch_1x1.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_1x1.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_3x3.conv.weight - torch.Size([768, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.15.branch_3x3.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_3x3.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_1x1.conv.weight - torch.Size([768, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.15.branch_1x1.norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_1x1.norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_3x3.conv.weight - torch.Size([2560, 768, 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, 768, 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 2022/12/06 11:01:05 - mmengine - INFO - Checkpoints will be saved to /mnt/petrelfs/yuzhaohui/repvgg/B3g4. 2022/12/06 11:01:22 - mmengine - INFO - Epoch(train) [1][ 100/5005] lr: 1.0000e-01 eta: 2 days, 0:42:10 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 6.9183 2022/12/06 11:01:36 - mmengine - INFO - Epoch(train) [1][ 200/5005] lr: 1.0000e-01 eta: 1 day, 19:03:25 time: 0.1348 data_time: 0.0009 memory: 4390 loss: 6.9067 2022/12/06 11:01:49 - mmengine - INFO - Epoch(train) [1][ 300/5005] lr: 1.0000e-01 eta: 1 day, 17:11:07 time: 0.1348 data_time: 0.0009 memory: 4390 loss: 6.8984 2022/12/06 11:02:02 - mmengine - INFO - Epoch(train) [1][ 400/5005] lr: 1.0000e-01 eta: 1 day, 16:14:10 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 6.8526 2022/12/06 11:02:16 - mmengine - INFO - Epoch(train) [1][ 500/5005] lr: 1.0000e-01 eta: 1 day, 15:40:37 time: 0.1350 data_time: 0.0008 memory: 4390 loss: 6.8341 2022/12/06 11:02:29 - mmengine - INFO - Epoch(train) [1][ 600/5005] lr: 1.0000e-01 eta: 1 day, 15:18:01 time: 0.1348 data_time: 0.0009 memory: 4390 loss: 6.8186 2022/12/06 11:02:43 - mmengine - INFO - Epoch(train) [1][ 700/5005] lr: 1.0000e-01 eta: 1 day, 15:01:43 time: 0.1349 data_time: 0.0009 memory: 4390 loss: 6.7626 2022/12/06 11:02:56 - mmengine - INFO - Epoch(train) [1][ 800/5005] lr: 1.0000e-01 eta: 1 day, 14:49:29 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 6.7803 2022/12/06 11:03:10 - mmengine - INFO - Epoch(train) [1][ 900/5005] lr: 1.0000e-01 eta: 1 day, 14:39:57 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 6.7581 2022/12/06 11:03:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:03:24 - mmengine - INFO - Epoch(train) [1][1000/5005] lr: 1.0000e-01 eta: 1 day, 14:37:22 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 6.6751 2022/12/06 11:03:37 - mmengine - INFO - Epoch(train) [1][1100/5005] lr: 1.0000e-01 eta: 1 day, 14:32:00 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 6.6461 2022/12/06 11:03:51 - mmengine - INFO - Epoch(train) [1][1200/5005] lr: 1.0000e-01 eta: 1 day, 14:30:56 time: 0.1339 data_time: 0.0009 memory: 4390 loss: 6.5975 2022/12/06 11:04:05 - mmengine - INFO - Epoch(train) [1][1300/5005] lr: 1.0000e-01 eta: 1 day, 14:26:43 time: 0.1449 data_time: 0.0009 memory: 4390 loss: 6.5669 2022/12/06 11:04:18 - mmengine - INFO - Epoch(train) [1][1400/5005] lr: 1.0000e-01 eta: 1 day, 14:21:40 time: 0.1342 data_time: 0.0009 memory: 4390 loss: 6.4897 2022/12/06 11:04:31 - mmengine - INFO - Epoch(train) [1][1500/5005] lr: 9.9999e-02 eta: 1 day, 14:17:23 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 6.4490 2022/12/06 11:04:45 - mmengine - INFO - Epoch(train) [1][1600/5005] lr: 9.9999e-02 eta: 1 day, 14:13:30 time: 0.1344 data_time: 0.0009 memory: 4390 loss: 6.4060 2022/12/06 11:04:58 - mmengine - INFO - Epoch(train) [1][1700/5005] lr: 9.9999e-02 eta: 1 day, 14:10:07 time: 0.1343 data_time: 0.0008 memory: 4390 loss: 6.3628 2022/12/06 11:05:12 - mmengine - INFO - Epoch(train) [1][1800/5005] lr: 9.9999e-02 eta: 1 day, 14:07:08 time: 0.1342 data_time: 0.0009 memory: 4390 loss: 6.3619 2022/12/06 11:05:25 - mmengine - INFO - Epoch(train) [1][1900/5005] lr: 9.9999e-02 eta: 1 day, 14:04:19 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 6.3512 2022/12/06 11:05:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:05:39 - mmengine - INFO - Epoch(train) [1][2000/5005] lr: 9.9999e-02 eta: 1 day, 14:01:45 time: 0.1343 data_time: 0.0010 memory: 4390 loss: 6.4067 2022/12/06 11:05:52 - mmengine - INFO - Epoch(train) [1][2100/5005] lr: 9.9999e-02 eta: 1 day, 13:59:34 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 6.2561 2022/12/06 11:06:06 - mmengine - INFO - Epoch(train) [1][2200/5005] lr: 9.9999e-02 eta: 1 day, 13:57:39 time: 0.1346 data_time: 0.0009 memory: 4390 loss: 6.3132 2022/12/06 11:06:19 - mmengine - INFO - Epoch(train) [1][2300/5005] lr: 9.9999e-02 eta: 1 day, 13:56:37 time: 0.1346 data_time: 0.0009 memory: 4390 loss: 6.3482 2022/12/06 11:06:33 - mmengine - INFO - Epoch(train) [1][2400/5005] lr: 9.9999e-02 eta: 1 day, 13:55:31 time: 0.1346 data_time: 0.0009 memory: 4390 loss: 6.2929 2022/12/06 11:06:46 - mmengine - INFO - Epoch(train) [1][2500/5005] lr: 9.9998e-02 eta: 1 day, 13:53:52 time: 0.1348 data_time: 0.0009 memory: 4390 loss: 6.0440 2022/12/06 11:07:00 - mmengine - INFO - Epoch(train) [1][2600/5005] lr: 9.9998e-02 eta: 1 day, 13:52:45 time: 0.1344 data_time: 0.0009 memory: 4390 loss: 6.1902 2022/12/06 11:07:13 - mmengine - INFO - Epoch(train) [1][2700/5005] lr: 9.9998e-02 eta: 1 day, 13:51:58 time: 0.1447 data_time: 0.0013 memory: 4390 loss: 6.0516 2022/12/06 11:07:27 - mmengine - INFO - Epoch(train) [1][2800/5005] lr: 9.9998e-02 eta: 1 day, 13:51:15 time: 0.1429 data_time: 0.0011 memory: 4390 loss: 6.2350 2022/12/06 11:07:40 - mmengine - INFO - Epoch(train) [1][2900/5005] lr: 9.9998e-02 eta: 1 day, 13:49:59 time: 0.1341 data_time: 0.0009 memory: 4390 loss: 6.0233 2022/12/06 11:07:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:07:54 - mmengine - INFO - Epoch(train) [1][3000/5005] lr: 9.9998e-02 eta: 1 day, 13:49:17 time: 0.1347 data_time: 0.0009 memory: 4390 loss: 6.0273 2022/12/06 11:08:07 - mmengine - INFO - Epoch(train) [1][3100/5005] lr: 9.9998e-02 eta: 1 day, 13:48:37 time: 0.1347 data_time: 0.0008 memory: 4390 loss: 6.1719 2022/12/06 11:08:21 - mmengine - INFO - Epoch(train) [1][3200/5005] lr: 9.9997e-02 eta: 1 day, 13:47:40 time: 0.1344 data_time: 0.0009 memory: 4390 loss: 5.9877 2022/12/06 11:08:34 - mmengine - INFO - Epoch(train) [1][3300/5005] lr: 9.9997e-02 eta: 1 day, 13:46:38 time: 0.1347 data_time: 0.0009 memory: 4390 loss: 6.0017 2022/12/06 11:08:48 - mmengine - INFO - Epoch(train) [1][3400/5005] lr: 9.9997e-02 eta: 1 day, 13:45:33 time: 0.1343 data_time: 0.0009 memory: 4390 loss: 5.7427 2022/12/06 11:09:01 - mmengine - INFO - Epoch(train) [1][3500/5005] lr: 9.9997e-02 eta: 1 day, 13:44:32 time: 0.1350 data_time: 0.0009 memory: 4390 loss: 5.9620 2022/12/06 11:09:15 - mmengine - INFO - Epoch(train) [1][3600/5005] lr: 9.9997e-02 eta: 1 day, 13:43:36 time: 0.1342 data_time: 0.0008 memory: 4390 loss: 5.8831 2022/12/06 11:09:28 - mmengine - INFO - Epoch(train) [1][3700/5005] lr: 9.9997e-02 eta: 1 day, 13:43:09 time: 0.1343 data_time: 0.0009 memory: 4390 loss: 5.7763 2022/12/06 11:09:42 - mmengine - INFO - Epoch(train) [1][3800/5005] lr: 9.9996e-02 eta: 1 day, 13:42:16 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 5.7716 2022/12/06 11:09:55 - mmengine - INFO - Epoch(train) [1][3900/5005] lr: 9.9996e-02 eta: 1 day, 13:41:38 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 5.7776 2022/12/06 11:10:09 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:10:09 - mmengine - INFO - Epoch(train) [1][4000/5005] lr: 9.9996e-02 eta: 1 day, 13:41:04 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 5.7959 2022/12/06 11:10:22 - mmengine - INFO - Epoch(train) [1][4100/5005] lr: 9.9996e-02 eta: 1 day, 13:40:09 time: 0.1340 data_time: 0.0009 memory: 4390 loss: 5.7586 2022/12/06 11:10:36 - mmengine - INFO - Epoch(train) [1][4200/5005] lr: 9.9996e-02 eta: 1 day, 13:39:21 time: 0.1345 data_time: 0.0009 memory: 4390 loss: 5.7320 2022/12/06 11:10:49 - mmengine - INFO - Epoch(train) [1][4300/5005] lr: 9.9995e-02 eta: 1 day, 13:38:50 time: 0.1346 data_time: 0.0009 memory: 4390 loss: 5.6289 2022/12/06 11:11:03 - mmengine - INFO - Epoch(train) [1][4400/5005] lr: 9.9995e-02 eta: 1 day, 13:38:26 time: 0.1352 data_time: 0.0016 memory: 4390 loss: 5.5226 2022/12/06 11:11:16 - mmengine - INFO - Epoch(train) [1][4500/5005] lr: 9.9995e-02 eta: 1 day, 13:37:54 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 5.5731 2022/12/06 11:11:30 - mmengine - INFO - Epoch(train) [1][4600/5005] lr: 9.9995e-02 eta: 1 day, 13:37:11 time: 0.1342 data_time: 0.0008 memory: 4390 loss: 5.6323 2022/12/06 11:11:43 - mmengine - INFO - Epoch(train) [1][4700/5005] lr: 9.9995e-02 eta: 1 day, 13:36:41 time: 0.1349 data_time: 0.0009 memory: 4390 loss: 5.3575 2022/12/06 11:11:57 - mmengine - INFO - Epoch(train) [1][4800/5005] lr: 9.9994e-02 eta: 1 day, 13:36:10 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 5.4493 2022/12/06 11:12:10 - mmengine - INFO - Epoch(train) [1][4900/5005] lr: 9.9994e-02 eta: 1 day, 13:35:50 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 5.4636 2022/12/06 11:12:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:12:24 - mmengine - INFO - Epoch(train) [1][5000/5005] lr: 9.9994e-02 eta: 1 day, 13:35:18 time: 0.1357 data_time: 0.0021 memory: 4390 loss: 5.4667 2022/12/06 11:12:25 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:12:25 - mmengine - INFO - Saving checkpoint at 1 epochs 2022/12/06 11:12:36 - mmengine - INFO - Epoch(val) [1][100/196] eta: 0:00:09 time: 0.0802 data_time: 0.0500 memory: 4390 2022/12/06 11:12:56 - mmengine - INFO - Epoch(val) [1][196/196] accuracy/top1: 14.5740 accuracy/top5: 34.3740 2022/12/06 11:13:10 - mmengine - INFO - Epoch(train) [2][ 100/5005] lr: 9.9994e-02 eta: 1 day, 13:36:13 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 5.5711 2022/12/06 11:13:23 - mmengine - INFO - Epoch(train) [2][ 200/5005] lr: 9.9993e-02 eta: 1 day, 13:35:39 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 5.7968 2022/12/06 11:13:37 - mmengine - INFO - Epoch(train) [2][ 300/5005] lr: 9.9993e-02 eta: 1 day, 13:35:09 time: 0.1348 data_time: 0.0009 memory: 4390 loss: 5.5664 2022/12/06 11:13:50 - mmengine - INFO - Epoch(train) [2][ 400/5005] lr: 9.9993e-02 eta: 1 day, 13:34:46 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 5.3928 2022/12/06 11:14:04 - mmengine - INFO - Epoch(train) [2][ 500/5005] lr: 9.9993e-02 eta: 1 day, 13:34:14 time: 0.1347 data_time: 0.0009 memory: 4390 loss: 5.3081 2022/12/06 11:14:17 - mmengine - INFO - Epoch(train) [2][ 600/5005] lr: 9.9992e-02 eta: 1 day, 13:33:42 time: 0.1351 data_time: 0.0009 memory: 4390 loss: 5.4695 2022/12/06 11:14:31 - mmengine - INFO - Epoch(train) [2][ 700/5005] lr: 9.9992e-02 eta: 1 day, 13:33:24 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 5.3170 2022/12/06 11:14:44 - mmengine - INFO - Epoch(train) [2][ 800/5005] lr: 9.9992e-02 eta: 1 day, 13:32:52 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 5.6123 2022/12/06 11:14:58 - mmengine - INFO - Epoch(train) [2][ 900/5005] lr: 9.9991e-02 eta: 1 day, 13:32:41 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 5.2042 2022/12/06 11:15:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:15:11 - mmengine - INFO - Epoch(train) [2][1000/5005] lr: 9.9991e-02 eta: 1 day, 13:32:27 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 5.2604 2022/12/06 11:15:25 - mmengine - INFO - Epoch(train) [2][1100/5005] lr: 9.9991e-02 eta: 1 day, 13:31:57 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 5.5386 2022/12/06 11:15:38 - mmengine - INFO - Epoch(train) [2][1200/5005] lr: 9.9991e-02 eta: 1 day, 13:31:37 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 5.2958 2022/12/06 11:15:52 - mmengine - INFO - Epoch(train) [2][1300/5005] lr: 9.9990e-02 eta: 1 day, 13:31:21 time: 0.1344 data_time: 0.0011 memory: 4390 loss: 5.1247 2022/12/06 11:16:06 - mmengine - INFO - Epoch(train) [2][1400/5005] lr: 9.9990e-02 eta: 1 day, 13:31:26 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 5.6308 2022/12/06 11:16:19 - mmengine - INFO - Epoch(train) [2][1500/5005] lr: 9.9990e-02 eta: 1 day, 13:30:56 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 5.5984 2022/12/06 11:16:33 - mmengine - INFO - Epoch(train) [2][1600/5005] lr: 9.9989e-02 eta: 1 day, 13:30:29 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 5.1528 2022/12/06 11:16:46 - mmengine - INFO - Epoch(train) [2][1700/5005] lr: 9.9989e-02 eta: 1 day, 13:30:14 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 5.2615 2022/12/06 11:17:00 - mmengine - INFO - Epoch(train) [2][1800/5005] lr: 9.9989e-02 eta: 1 day, 13:29:47 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 5.3729 2022/12/06 11:17:13 - mmengine - INFO - Epoch(train) [2][1900/5005] lr: 9.9988e-02 eta: 1 day, 13:29:20 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 5.1698 2022/12/06 11:17:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:17:27 - mmengine - INFO - Epoch(train) [2][2000/5005] lr: 9.9988e-02 eta: 1 day, 13:28:52 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 5.0798 2022/12/06 11:17:40 - mmengine - INFO - Epoch(train) [2][2100/5005] lr: 9.9988e-02 eta: 1 day, 13:28:24 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 4.9411 2022/12/06 11:17:54 - mmengine - INFO - Epoch(train) [2][2200/5005] lr: 9.9987e-02 eta: 1 day, 13:28:21 time: 0.1447 data_time: 0.0011 memory: 4390 loss: 5.1513 2022/12/06 11:18:07 - mmengine - INFO - Epoch(train) [2][2300/5005] lr: 9.9987e-02 eta: 1 day, 13:27:55 time: 0.1347 data_time: 0.0012 memory: 4390 loss: 5.0882 2022/12/06 11:18:21 - mmengine - INFO - Epoch(train) [2][2400/5005] lr: 9.9987e-02 eta: 1 day, 13:27:33 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 4.9432 2022/12/06 11:18:34 - mmengine - INFO - Epoch(train) [2][2500/5005] lr: 9.9986e-02 eta: 1 day, 13:27:18 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 4.8774 2022/12/06 11:18:48 - mmengine - INFO - Epoch(train) [2][2600/5005] lr: 9.9986e-02 eta: 1 day, 13:26:54 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 4.7096 2022/12/06 11:19:01 - mmengine - INFO - Epoch(train) [2][2700/5005] lr: 9.9985e-02 eta: 1 day, 13:26:28 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 5.1190 2022/12/06 11:19:15 - mmengine - INFO - Epoch(train) [2][2800/5005] lr: 9.9985e-02 eta: 1 day, 13:26:20 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 5.0522 2022/12/06 11:19:29 - mmengine - INFO - Epoch(train) [2][2900/5005] lr: 9.9985e-02 eta: 1 day, 13:26:05 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.7545 2022/12/06 11:19:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:19:42 - mmengine - INFO - Epoch(train) [2][3000/5005] lr: 9.9984e-02 eta: 1 day, 13:25:46 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 5.2058 2022/12/06 11:19:56 - mmengine - INFO - Epoch(train) [2][3100/5005] lr: 9.9984e-02 eta: 1 day, 13:25:44 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 4.8033 2022/12/06 11:20:09 - mmengine - INFO - Epoch(train) [2][3200/5005] lr: 9.9983e-02 eta: 1 day, 13:25:20 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 5.0056 2022/12/06 11:20:23 - mmengine - INFO - Epoch(train) [2][3300/5005] lr: 9.9983e-02 eta: 1 day, 13:24:54 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 5.2345 2022/12/06 11:20:36 - mmengine - INFO - Epoch(train) [2][3400/5005] lr: 9.9983e-02 eta: 1 day, 13:24:30 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 5.0305 2022/12/06 11:20:50 - mmengine - INFO - Epoch(train) [2][3500/5005] lr: 9.9982e-02 eta: 1 day, 13:24:05 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.9417 2022/12/06 11:21:03 - mmengine - INFO - Epoch(train) [2][3600/5005] lr: 9.9982e-02 eta: 1 day, 13:23:51 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 4.9155 2022/12/06 11:21:17 - mmengine - INFO - Epoch(train) [2][3700/5005] lr: 9.9981e-02 eta: 1 day, 13:23:37 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 4.6276 2022/12/06 11:21:30 - mmengine - INFO - Epoch(train) [2][3800/5005] lr: 9.9981e-02 eta: 1 day, 13:23:14 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 5.0130 2022/12/06 11:21:44 - mmengine - INFO - Epoch(train) [2][3900/5005] lr: 9.9980e-02 eta: 1 day, 13:22:55 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 4.8872 2022/12/06 11:21:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:21:57 - mmengine - INFO - Epoch(train) [2][4000/5005] lr: 9.9980e-02 eta: 1 day, 13:22:33 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.9062 2022/12/06 11:22:11 - mmengine - INFO - Epoch(train) [2][4100/5005] lr: 9.9980e-02 eta: 1 day, 13:22:15 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.9963 2022/12/06 11:22:24 - mmengine - INFO - Epoch(train) [2][4200/5005] lr: 9.9979e-02 eta: 1 day, 13:21:53 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 4.8507 2022/12/06 11:22:38 - mmengine - INFO - Epoch(train) [2][4300/5005] lr: 9.9979e-02 eta: 1 day, 13:21:31 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 4.6402 2022/12/06 11:22:51 - mmengine - INFO - Epoch(train) [2][4400/5005] lr: 9.9978e-02 eta: 1 day, 13:21:15 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.8453 2022/12/06 11:23:05 - mmengine - INFO - Epoch(train) [2][4500/5005] lr: 9.9978e-02 eta: 1 day, 13:20:51 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 4.6854 2022/12/06 11:23:18 - mmengine - INFO - Epoch(train) [2][4600/5005] lr: 9.9977e-02 eta: 1 day, 13:20:28 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 5.0533 2022/12/06 11:23:32 - mmengine - INFO - Epoch(train) [2][4700/5005] lr: 9.9977e-02 eta: 1 day, 13:20:17 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 4.7521 2022/12/06 11:23:45 - mmengine - INFO - Epoch(train) [2][4800/5005] lr: 9.9976e-02 eta: 1 day, 13:20:05 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 4.9828 2022/12/06 11:23:59 - mmengine - INFO - Epoch(train) [2][4900/5005] lr: 9.9976e-02 eta: 1 day, 13:19:53 time: 0.1444 data_time: 0.0011 memory: 4390 loss: 4.7538 2022/12/06 11:24:12 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:24:13 - mmengine - INFO - Epoch(train) [2][5000/5005] lr: 9.9975e-02 eta: 1 day, 13:19:38 time: 0.1357 data_time: 0.0020 memory: 4390 loss: 4.6675 2022/12/06 11:24:13 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:24:13 - mmengine - INFO - Saving checkpoint at 2 epochs 2022/12/06 11:24:23 - mmengine - INFO - Epoch(val) [2][100/196] eta: 0:00:07 time: 0.0754 data_time: 0.0445 memory: 4390 2022/12/06 11:24:42 - mmengine - INFO - Epoch(val) [2][196/196] accuracy/top1: 30.8800 accuracy/top5: 56.8980 2022/12/06 11:24:56 - mmengine - INFO - Epoch(train) [3][ 100/5005] lr: 9.9975e-02 eta: 1 day, 13:19:58 time: 0.1344 data_time: 0.0011 memory: 4390 loss: 4.8578 2022/12/06 11:25:09 - mmengine - INFO - Epoch(train) [3][ 200/5005] lr: 9.9974e-02 eta: 1 day, 13:19:42 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.5205 2022/12/06 11:25:23 - mmengine - INFO - Epoch(train) [3][ 300/5005] lr: 9.9974e-02 eta: 1 day, 13:19:20 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.6583 2022/12/06 11:25:37 - mmengine - INFO - Epoch(train) [3][ 400/5005] lr: 9.9973e-02 eta: 1 day, 13:19:07 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 4.6391 2022/12/06 11:25:50 - mmengine - INFO - Epoch(train) [3][ 500/5005] lr: 9.9973e-02 eta: 1 day, 13:18:44 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.9951 2022/12/06 11:26:04 - mmengine - INFO - Epoch(train) [3][ 600/5005] lr: 9.9972e-02 eta: 1 day, 13:18:28 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.5955 2022/12/06 11:26:17 - mmengine - INFO - Epoch(train) [3][ 700/5005] lr: 9.9972e-02 eta: 1 day, 13:18:05 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.4109 2022/12/06 11:26:30 - mmengine - INFO - Epoch(train) [3][ 800/5005] lr: 9.9971e-02 eta: 1 day, 13:17:42 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 4.6785 2022/12/06 11:26:44 - mmengine - INFO - Epoch(train) [3][ 900/5005] lr: 9.9971e-02 eta: 1 day, 13:17:19 time: 0.1341 data_time: 0.0010 memory: 4390 loss: 4.6807 2022/12/06 11:26:56 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:26:57 - mmengine - INFO - Epoch(train) [3][1000/5005] lr: 9.9970e-02 eta: 1 day, 13:16:57 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 4.8285 2022/12/06 11:27:11 - mmengine - INFO - Epoch(train) [3][1100/5005] lr: 9.9970e-02 eta: 1 day, 13:16:35 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 4.8700 2022/12/06 11:27:24 - mmengine - INFO - Epoch(train) [3][1200/5005] lr: 9.9969e-02 eta: 1 day, 13:16:26 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 4.7390 2022/12/06 11:27:38 - mmengine - INFO - Epoch(train) [3][1300/5005] lr: 9.9969e-02 eta: 1 day, 13:16:14 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 4.8253 2022/12/06 11:27:52 - mmengine - INFO - Epoch(train) [3][1400/5005] lr: 9.9968e-02 eta: 1 day, 13:15:58 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.9211 2022/12/06 11:28:05 - mmengine - INFO - Epoch(train) [3][1500/5005] lr: 9.9967e-02 eta: 1 day, 13:15:49 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 4.4993 2022/12/06 11:28:19 - mmengine - INFO - Epoch(train) [3][1600/5005] lr: 9.9967e-02 eta: 1 day, 13:15:27 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 4.8215 2022/12/06 11:28:32 - mmengine - INFO - Epoch(train) [3][1700/5005] lr: 9.9966e-02 eta: 1 day, 13:15:06 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 4.5347 2022/12/06 11:28:46 - mmengine - INFO - Epoch(train) [3][1800/5005] lr: 9.9966e-02 eta: 1 day, 13:14:50 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 5.0655 2022/12/06 11:28:59 - mmengine - INFO - Epoch(train) [3][1900/5005] lr: 9.9965e-02 eta: 1 day, 13:14:41 time: 0.1343 data_time: 0.0010 memory: 4390 loss: 4.7052 2022/12/06 11:29:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:29:13 - mmengine - INFO - Epoch(train) [3][2000/5005] lr: 9.9964e-02 eta: 1 day, 13:14:19 time: 0.1347 data_time: 0.0012 memory: 4390 loss: 4.3047 2022/12/06 11:29:26 - mmengine - INFO - Epoch(train) [3][2100/5005] lr: 9.9964e-02 eta: 1 day, 13:13:58 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.6972 2022/12/06 11:29:40 - mmengine - INFO - Epoch(train) [3][2200/5005] lr: 9.9963e-02 eta: 1 day, 13:13:36 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 4.7694 2022/12/06 11:29:53 - mmengine - INFO - Epoch(train) [3][2300/5005] lr: 9.9963e-02 eta: 1 day, 13:13:15 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.4366 2022/12/06 11:30:07 - mmengine - INFO - Epoch(train) [3][2400/5005] lr: 9.9962e-02 eta: 1 day, 13:12:56 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 5.0260 2022/12/06 11:30:20 - mmengine - INFO - Epoch(train) [3][2500/5005] lr: 9.9961e-02 eta: 1 day, 13:12:43 time: 0.1430 data_time: 0.0012 memory: 4390 loss: 4.6038 2022/12/06 11:30:34 - mmengine - INFO - Epoch(train) [3][2600/5005] lr: 9.9961e-02 eta: 1 day, 13:12:24 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 4.6471 2022/12/06 11:30:47 - mmengine - INFO - Epoch(train) [3][2700/5005] lr: 9.9960e-02 eta: 1 day, 13:12:10 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 4.2597 2022/12/06 11:31:01 - mmengine - INFO - Epoch(train) [3][2800/5005] lr: 9.9960e-02 eta: 1 day, 13:11:49 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 4.3452 2022/12/06 11:31:14 - mmengine - INFO - Epoch(train) [3][2900/5005] lr: 9.9959e-02 eta: 1 day, 13:11:38 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 4.6477 2022/12/06 11:31:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:31:28 - mmengine - INFO - Epoch(train) [3][3000/5005] lr: 9.9958e-02 eta: 1 day, 13:11:18 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 4.3670 2022/12/06 11:31:41 - mmengine - INFO - Epoch(train) [3][3100/5005] lr: 9.9958e-02 eta: 1 day, 13:10:59 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 4.6026 2022/12/06 11:31:55 - mmengine - INFO - Epoch(train) [3][3200/5005] lr: 9.9957e-02 eta: 1 day, 13:10:44 time: 0.1344 data_time: 0.0011 memory: 4390 loss: 4.1853 2022/12/06 11:32:08 - mmengine - INFO - Epoch(train) [3][3300/5005] lr: 9.9956e-02 eta: 1 day, 13:10:35 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 4.7841 2022/12/06 11:32:22 - mmengine - INFO - Epoch(train) [3][3400/5005] lr: 9.9956e-02 eta: 1 day, 13:10:25 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.7352 2022/12/06 11:32:35 - mmengine - INFO - Epoch(train) [3][3500/5005] lr: 9.9955e-02 eta: 1 day, 13:10:05 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 4.7088 2022/12/06 11:32:49 - mmengine - INFO - Epoch(train) [3][3600/5005] lr: 9.9954e-02 eta: 1 day, 13:09:43 time: 0.1344 data_time: 0.0011 memory: 4390 loss: 4.5826 2022/12/06 11:33:02 - mmengine - INFO - Epoch(train) [3][3700/5005] lr: 9.9954e-02 eta: 1 day, 13:09:27 time: 0.1343 data_time: 0.0011 memory: 4390 loss: 4.3754 2022/12/06 11:33:16 - mmengine - INFO - Epoch(train) [3][3800/5005] lr: 9.9953e-02 eta: 1 day, 13:09:15 time: 0.1343 data_time: 0.0010 memory: 4390 loss: 4.4443 2022/12/06 11:33:29 - mmengine - INFO - Epoch(train) [3][3900/5005] lr: 9.9952e-02 eta: 1 day, 13:08:54 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 4.3404 2022/12/06 11:33:42 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:33:43 - mmengine - INFO - Epoch(train) [3][4000/5005] lr: 9.9952e-02 eta: 1 day, 13:08:46 time: 0.1438 data_time: 0.0011 memory: 4390 loss: 4.1556 2022/12/06 11:33:56 - mmengine - INFO - Epoch(train) [3][4100/5005] lr: 9.9951e-02 eta: 1 day, 13:08:26 time: 0.1343 data_time: 0.0012 memory: 4390 loss: 4.3825 2022/12/06 11:34:10 - mmengine - INFO - Epoch(train) [3][4200/5005] lr: 9.9950e-02 eta: 1 day, 13:08:06 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 4.4004 2022/12/06 11:34:23 - mmengine - INFO - Epoch(train) [3][4300/5005] lr: 9.9950e-02 eta: 1 day, 13:07:47 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 4.6524 2022/12/06 11:34:37 - mmengine - INFO - Epoch(train) [3][4400/5005] lr: 9.9949e-02 eta: 1 day, 13:07:27 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.7731 2022/12/06 11:34:50 - mmengine - INFO - Epoch(train) [3][4500/5005] lr: 9.9948e-02 eta: 1 day, 13:07:08 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 4.0984 2022/12/06 11:35:04 - mmengine - INFO - Epoch(train) [3][4600/5005] lr: 9.9947e-02 eta: 1 day, 13:06:54 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 5.1895 2022/12/06 11:35:17 - mmengine - INFO - Epoch(train) [3][4700/5005] lr: 9.9947e-02 eta: 1 day, 13:06:42 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.5780 2022/12/06 11:35:31 - mmengine - INFO - Epoch(train) [3][4800/5005] lr: 9.9946e-02 eta: 1 day, 13:06:22 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 4.7062 2022/12/06 11:35:44 - mmengine - INFO - Epoch(train) [3][4900/5005] lr: 9.9945e-02 eta: 1 day, 13:06:05 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 4.8319 2022/12/06 11:35:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:35:58 - mmengine - INFO - Epoch(train) [3][5000/5005] lr: 9.9945e-02 eta: 1 day, 13:05:52 time: 0.1359 data_time: 0.0021 memory: 4390 loss: 4.8710 2022/12/06 11:35:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:35:59 - mmengine - INFO - Saving checkpoint at 3 epochs 2022/12/06 11:36:08 - mmengine - INFO - Epoch(val) [3][100/196] eta: 0:00:07 time: 0.0738 data_time: 0.0436 memory: 4390 2022/12/06 11:36:27 - mmengine - INFO - Epoch(val) [3][196/196] accuracy/top1: 40.2020 accuracy/top5: 66.4400 2022/12/06 11:36:41 - mmengine - INFO - Epoch(train) [4][ 100/5005] lr: 9.9944e-02 eta: 1 day, 13:06:08 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 4.1420 2022/12/06 11:36:55 - mmengine - INFO - Epoch(train) [4][ 200/5005] lr: 9.9943e-02 eta: 1 day, 13:05:49 time: 0.1347 data_time: 0.0012 memory: 4390 loss: 4.1472 2022/12/06 11:37:08 - mmengine - INFO - Epoch(train) [4][ 300/5005] lr: 9.9942e-02 eta: 1 day, 13:05:29 time: 0.1344 data_time: 0.0011 memory: 4390 loss: 4.3819 2022/12/06 11:37:22 - mmengine - INFO - Epoch(train) [4][ 400/5005] lr: 9.9942e-02 eta: 1 day, 13:05:10 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 3.9504 2022/12/06 11:37:35 - mmengine - INFO - Epoch(train) [4][ 500/5005] lr: 9.9941e-02 eta: 1 day, 13:04:50 time: 0.1344 data_time: 0.0011 memory: 4390 loss: 4.5680 2022/12/06 11:37:49 - mmengine - INFO - Epoch(train) [4][ 600/5005] lr: 9.9940e-02 eta: 1 day, 13:04:37 time: 0.1435 data_time: 0.0010 memory: 4390 loss: 4.6404 2022/12/06 11:38:02 - mmengine - INFO - Epoch(train) [4][ 700/5005] lr: 9.9939e-02 eta: 1 day, 13:04:19 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 4.2318 2022/12/06 11:38:16 - mmengine - INFO - Epoch(train) [4][ 800/5005] lr: 9.9938e-02 eta: 1 day, 13:04:01 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 4.1352 2022/12/06 11:38:29 - mmengine - INFO - Epoch(train) [4][ 900/5005] lr: 9.9938e-02 eta: 1 day, 13:03:43 time: 0.1342 data_time: 0.0010 memory: 4390 loss: 4.2848 2022/12/06 11:38:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:38:43 - mmengine - INFO - Epoch(train) [4][1000/5005] lr: 9.9937e-02 eta: 1 day, 13:03:29 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 4.3488 2022/12/06 11:38:56 - mmengine - INFO - Epoch(train) [4][1100/5005] lr: 9.9936e-02 eta: 1 day, 13:03:11 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 4.2403 2022/12/06 11:39:10 - mmengine - INFO - Epoch(train) [4][1200/5005] lr: 9.9935e-02 eta: 1 day, 13:02:56 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.5794 2022/12/06 11:39:23 - mmengine - INFO - Epoch(train) [4][1300/5005] lr: 9.9934e-02 eta: 1 day, 13:02:38 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 4.1598 2022/12/06 11:39:37 - mmengine - INFO - Epoch(train) [4][1400/5005] lr: 9.9934e-02 eta: 1 day, 13:02:19 time: 0.1344 data_time: 0.0011 memory: 4390 loss: 4.2464 2022/12/06 11:39:50 - mmengine - INFO - Epoch(train) [4][1500/5005] lr: 9.9933e-02 eta: 1 day, 13:02:07 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 4.2026 2022/12/06 11:40:04 - mmengine - INFO - Epoch(train) [4][1600/5005] lr: 9.9932e-02 eta: 1 day, 13:01:56 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 4.3437 2022/12/06 11:40:17 - mmengine - INFO - Epoch(train) [4][1700/5005] lr: 9.9931e-02 eta: 1 day, 13:01:41 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 4.1502 2022/12/06 11:40:31 - mmengine - INFO - Epoch(train) [4][1800/5005] lr: 9.9930e-02 eta: 1 day, 13:01:23 time: 0.1344 data_time: 0.0009 memory: 4390 loss: 4.3371 2022/12/06 11:40:44 - mmengine - INFO - Epoch(train) [4][1900/5005] lr: 9.9930e-02 eta: 1 day, 13:01:05 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 4.5702 2022/12/06 11:40:56 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:40:58 - mmengine - INFO - Epoch(train) [4][2000/5005] lr: 9.9929e-02 eta: 1 day, 13:00:52 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 4.4645 2022/12/06 11:41:11 - mmengine - INFO - Epoch(train) [4][2100/5005] lr: 9.9928e-02 eta: 1 day, 13:00:39 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 4.4529 2022/12/06 11:41:25 - mmengine - INFO - Epoch(train) [4][2200/5005] lr: 9.9927e-02 eta: 1 day, 13:00:21 time: 0.1344 data_time: 0.0011 memory: 4390 loss: 4.2622 2022/12/06 11:41:38 - mmengine - INFO - Epoch(train) [4][2300/5005] lr: 9.9926e-02 eta: 1 day, 13:00:11 time: 0.1344 data_time: 0.0011 memory: 4390 loss: 4.1300 2022/12/06 11:41:52 - mmengine - INFO - Epoch(train) [4][2400/5005] lr: 9.9925e-02 eta: 1 day, 12:59:57 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.6045 2022/12/06 11:42:05 - mmengine - INFO - Epoch(train) [4][2500/5005] lr: 9.9924e-02 eta: 1 day, 12:59:39 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.1164 2022/12/06 11:42:19 - mmengine - INFO - Epoch(train) [4][2600/5005] lr: 9.9924e-02 eta: 1 day, 12:59:22 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 4.3689 2022/12/06 11:42:32 - mmengine - INFO - Epoch(train) [4][2700/5005] lr: 9.9923e-02 eta: 1 day, 12:59:04 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 4.6527 2022/12/06 11:42:46 - mmengine - INFO - Epoch(train) [4][2800/5005] lr: 9.9922e-02 eta: 1 day, 12:58:47 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 4.4589 2022/12/06 11:42:59 - mmengine - INFO - Epoch(train) [4][2900/5005] lr: 9.9921e-02 eta: 1 day, 12:58:29 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.7622 2022/12/06 11:43:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:43:13 - mmengine - INFO - Epoch(train) [4][3000/5005] lr: 9.9920e-02 eta: 1 day, 12:58:15 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 4.4256 2022/12/06 11:43:26 - mmengine - INFO - Epoch(train) [4][3100/5005] lr: 9.9919e-02 eta: 1 day, 12:57:58 time: 0.1347 data_time: 0.0012 memory: 4390 loss: 4.7572 2022/12/06 11:43:40 - mmengine - INFO - Epoch(train) [4][3200/5005] lr: 9.9918e-02 eta: 1 day, 12:57:40 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 4.3050 2022/12/06 11:43:53 - mmengine - INFO - Epoch(train) [4][3300/5005] lr: 9.9917e-02 eta: 1 day, 12:57:29 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 4.3509 2022/12/06 11:44:07 - mmengine - INFO - Epoch(train) [4][3400/5005] lr: 9.9917e-02 eta: 1 day, 12:57:15 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.6563 2022/12/06 11:44:20 - mmengine - INFO - Epoch(train) [4][3500/5005] lr: 9.9916e-02 eta: 1 day, 12:57:02 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 4.1977 2022/12/06 11:44:34 - mmengine - INFO - Epoch(train) [4][3600/5005] lr: 9.9915e-02 eta: 1 day, 12:56:49 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 4.2659 2022/12/06 11:44:48 - mmengine - INFO - Epoch(train) [4][3700/5005] lr: 9.9914e-02 eta: 1 day, 12:56:38 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 4.6060 2022/12/06 11:45:01 - mmengine - INFO - Epoch(train) [4][3800/5005] lr: 9.9913e-02 eta: 1 day, 12:56:25 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 4.3247 2022/12/06 11:45:15 - mmengine - INFO - Epoch(train) [4][3900/5005] lr: 9.9912e-02 eta: 1 day, 12:56:08 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 4.6192 2022/12/06 11:45:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:45:28 - mmengine - INFO - Epoch(train) [4][4000/5005] lr: 9.9911e-02 eta: 1 day, 12:55:51 time: 0.1345 data_time: 0.0012 memory: 4390 loss: 4.6179 2022/12/06 11:45:42 - mmengine - INFO - Epoch(train) [4][4100/5005] lr: 9.9910e-02 eta: 1 day, 12:55:37 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 3.9231 2022/12/06 11:45:55 - mmengine - INFO - Epoch(train) [4][4200/5005] lr: 9.9909e-02 eta: 1 day, 12:55:20 time: 0.1346 data_time: 0.0012 memory: 4390 loss: 4.3109 2022/12/06 11:46:09 - mmengine - INFO - Epoch(train) [4][4300/5005] lr: 9.9908e-02 eta: 1 day, 12:55:04 time: 0.1345 data_time: 0.0012 memory: 4390 loss: 4.6228 2022/12/06 11:46:22 - mmengine - INFO - Epoch(train) [4][4400/5005] lr: 9.9907e-02 eta: 1 day, 12:54:51 time: 0.1344 data_time: 0.0011 memory: 4390 loss: 4.1107 2022/12/06 11:46:36 - mmengine - INFO - Epoch(train) [4][4500/5005] lr: 9.9906e-02 eta: 1 day, 12:54:33 time: 0.1343 data_time: 0.0011 memory: 4390 loss: 3.9041 2022/12/06 11:46:49 - mmengine - INFO - Epoch(train) [4][4600/5005] lr: 9.9905e-02 eta: 1 day, 12:54:20 time: 0.1346 data_time: 0.0012 memory: 4390 loss: 4.0908 2022/12/06 11:47:03 - mmengine - INFO - Epoch(train) [4][4700/5005] lr: 9.9904e-02 eta: 1 day, 12:54:04 time: 0.1346 data_time: 0.0012 memory: 4390 loss: 4.2724 2022/12/06 11:47:16 - mmengine - INFO - Epoch(train) [4][4800/5005] lr: 9.9903e-02 eta: 1 day, 12:53:48 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 4.4540 2022/12/06 11:47:30 - mmengine - INFO - Epoch(train) [4][4900/5005] lr: 9.9902e-02 eta: 1 day, 12:53:41 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 4.5764 2022/12/06 11:47:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:47:43 - mmengine - INFO - Epoch(train) [4][5000/5005] lr: 9.9901e-02 eta: 1 day, 12:53:25 time: 0.1362 data_time: 0.0020 memory: 4390 loss: 4.1868 2022/12/06 11:47:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:47:44 - mmengine - INFO - Saving checkpoint at 4 epochs 2022/12/06 11:47:54 - mmengine - INFO - Epoch(val) [4][100/196] eta: 0:00:07 time: 0.0764 data_time: 0.0462 memory: 4391 2022/12/06 11:48:12 - mmengine - INFO - Epoch(val) [4][196/196] accuracy/top1: 38.4260 accuracy/top5: 62.8460 2022/12/06 11:48:27 - mmengine - INFO - Epoch(train) [5][ 100/5005] lr: 9.9900e-02 eta: 1 day, 12:53:33 time: 0.1344 data_time: 0.0010 memory: 4391 loss: 4.1179 2022/12/06 11:48:40 - mmengine - INFO - Epoch(train) [5][ 200/5005] lr: 9.9899e-02 eta: 1 day, 12:53:17 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 4.1095 2022/12/06 11:48:54 - mmengine - INFO - Epoch(train) [5][ 300/5005] lr: 9.9898e-02 eta: 1 day, 12:53:05 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 4.1165 2022/12/06 11:49:07 - mmengine - INFO - Epoch(train) [5][ 400/5005] lr: 9.9897e-02 eta: 1 day, 12:52:51 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 4.2302 2022/12/06 11:49:21 - mmengine - INFO - Epoch(train) [5][ 500/5005] lr: 9.9896e-02 eta: 1 day, 12:52:43 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 3.8068 2022/12/06 11:49:34 - mmengine - INFO - Epoch(train) [5][ 600/5005] lr: 9.9895e-02 eta: 1 day, 12:52:32 time: 0.1442 data_time: 0.0011 memory: 4390 loss: 4.1538 2022/12/06 11:49:48 - mmengine - INFO - Epoch(train) [5][ 700/5005] lr: 9.9894e-02 eta: 1 day, 12:52:16 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 4.5623 2022/12/06 11:50:01 - mmengine - INFO - Epoch(train) [5][ 800/5005] lr: 9.9893e-02 eta: 1 day, 12:52:00 time: 0.1346 data_time: 0.0012 memory: 4390 loss: 4.0478 2022/12/06 11:50:15 - mmengine - INFO - Epoch(train) [5][ 900/5005] lr: 9.9892e-02 eta: 1 day, 12:51:44 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 4.4170 2022/12/06 11:50:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:50:28 - mmengine - INFO - Epoch(train) [5][1000/5005] lr: 9.9891e-02 eta: 1 day, 12:51:28 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 4.3596 2022/12/06 11:50:42 - mmengine - INFO - Epoch(train) [5][1100/5005] lr: 9.9890e-02 eta: 1 day, 12:51:17 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 4.3711 2022/12/06 11:50:56 - mmengine - INFO - Epoch(train) [5][1200/5005] lr: 9.9889e-02 eta: 1 day, 12:51:04 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 4.4281 2022/12/06 11:51:09 - mmengine - INFO - Epoch(train) [5][1300/5005] lr: 9.9888e-02 eta: 1 day, 12:50:47 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 4.1354 2022/12/06 11:51:23 - mmengine - INFO - Epoch(train) [5][1400/5005] lr: 9.9887e-02 eta: 1 day, 12:50:33 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 4.3278 2022/12/06 11:51:36 - mmengine - INFO - Epoch(train) [5][1500/5005] lr: 9.9886e-02 eta: 1 day, 12:50:17 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 4.0505 2022/12/06 11:51:50 - mmengine - INFO - Epoch(train) [5][1600/5005] lr: 9.9885e-02 eta: 1 day, 12:50:03 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 4.3548 2022/12/06 11:52:03 - mmengine - INFO - Epoch(train) [5][1700/5005] lr: 9.9884e-02 eta: 1 day, 12:49:51 time: 0.1344 data_time: 0.0009 memory: 4390 loss: 3.9849 2022/12/06 11:52:17 - mmengine - INFO - Epoch(train) [5][1800/5005] lr: 9.9883e-02 eta: 1 day, 12:49:35 time: 0.1350 data_time: 0.0012 memory: 4390 loss: 3.8625 2022/12/06 11:52:30 - mmengine - INFO - Epoch(train) [5][1900/5005] lr: 9.9882e-02 eta: 1 day, 12:49:27 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.7718 2022/12/06 11:52:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:52:44 - mmengine - INFO - Epoch(train) [5][2000/5005] lr: 9.9881e-02 eta: 1 day, 12:49:11 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 4.2382 2022/12/06 11:52:57 - mmengine - INFO - Epoch(train) [5][2100/5005] lr: 9.9880e-02 eta: 1 day, 12:48:55 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 4.4455 2022/12/06 11:53:11 - mmengine - INFO - Epoch(train) [5][2200/5005] lr: 9.9878e-02 eta: 1 day, 12:48:39 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 4.0505 2022/12/06 11:53:24 - mmengine - INFO - Epoch(train) [5][2300/5005] lr: 9.9877e-02 eta: 1 day, 12:48:21 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 4.4714 2022/12/06 11:53:38 - mmengine - INFO - Epoch(train) [5][2400/5005] lr: 9.9876e-02 eta: 1 day, 12:48:14 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 4.1205 2022/12/06 11:53:51 - mmengine - INFO - Epoch(train) [5][2500/5005] lr: 9.9875e-02 eta: 1 day, 12:47:58 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.9300 2022/12/06 11:54:05 - mmengine - INFO - Epoch(train) [5][2600/5005] lr: 9.9874e-02 eta: 1 day, 12:47:43 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 4.0406 2022/12/06 11:54:18 - mmengine - INFO - Epoch(train) [5][2700/5005] lr: 9.9873e-02 eta: 1 day, 12:47:30 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 4.6208 2022/12/06 11:54:32 - mmengine - INFO - Epoch(train) [5][2800/5005] lr: 9.9872e-02 eta: 1 day, 12:47:17 time: 0.1408 data_time: 0.0010 memory: 4390 loss: 3.9528 2022/12/06 11:54:45 - mmengine - INFO - Epoch(train) [5][2900/5005] lr: 9.9871e-02 eta: 1 day, 12:47:00 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 4.3914 2022/12/06 11:54:56 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:54:59 - mmengine - INFO - Epoch(train) [5][3000/5005] lr: 9.9870e-02 eta: 1 day, 12:46:43 time: 0.1343 data_time: 0.0010 memory: 4390 loss: 4.1179 2022/12/06 11:55:13 - mmengine - INFO - Epoch(train) [5][3100/5005] lr: 9.9868e-02 eta: 1 day, 12:46:32 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.7041 2022/12/06 11:55:26 - mmengine - INFO - Epoch(train) [5][3200/5005] lr: 9.9867e-02 eta: 1 day, 12:46:15 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 3.9972 2022/12/06 11:55:40 - mmengine - INFO - Epoch(train) [5][3300/5005] lr: 9.9866e-02 eta: 1 day, 12:46:02 time: 0.1344 data_time: 0.0009 memory: 4390 loss: 4.0572 2022/12/06 11:55:53 - mmengine - INFO - Epoch(train) [5][3400/5005] lr: 9.9865e-02 eta: 1 day, 12:45:45 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 4.1989 2022/12/06 11:56:06 - mmengine - INFO - Epoch(train) [5][3500/5005] lr: 9.9864e-02 eta: 1 day, 12:45:29 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.1746 2022/12/06 11:56:20 - mmengine - INFO - Epoch(train) [5][3600/5005] lr: 9.9863e-02 eta: 1 day, 12:45:11 time: 0.1342 data_time: 0.0010 memory: 4390 loss: 4.0245 2022/12/06 11:56:33 - mmengine - INFO - Epoch(train) [5][3700/5005] lr: 9.9862e-02 eta: 1 day, 12:44:58 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 4.3828 2022/12/06 11:56:47 - mmengine - INFO - Epoch(train) [5][3800/5005] lr: 9.9860e-02 eta: 1 day, 12:44:43 time: 0.1343 data_time: 0.0010 memory: 4390 loss: 4.1882 2022/12/06 11:57:00 - mmengine - INFO - Epoch(train) [5][3900/5005] lr: 9.9859e-02 eta: 1 day, 12:44:28 time: 0.1343 data_time: 0.0010 memory: 4390 loss: 3.7283 2022/12/06 11:57:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:57:14 - mmengine - INFO - Epoch(train) [5][4000/5005] lr: 9.9858e-02 eta: 1 day, 12:44:13 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 3.6103 2022/12/06 11:57:27 - mmengine - INFO - Epoch(train) [5][4100/5005] lr: 9.9857e-02 eta: 1 day, 12:43:57 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.0295 2022/12/06 11:57:41 - mmengine - INFO - Epoch(train) [5][4200/5005] lr: 9.9856e-02 eta: 1 day, 12:43:45 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 4.4006 2022/12/06 11:57:55 - mmengine - INFO - Epoch(train) [5][4300/5005] lr: 9.9854e-02 eta: 1 day, 12:43:31 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 4.0725 2022/12/06 11:58:08 - mmengine - INFO - Epoch(train) [5][4400/5005] lr: 9.9853e-02 eta: 1 day, 12:43:22 time: 0.1433 data_time: 0.0014 memory: 4390 loss: 4.2489 2022/12/06 11:58:22 - mmengine - INFO - Epoch(train) [5][4500/5005] lr: 9.9852e-02 eta: 1 day, 12:43:10 time: 0.1352 data_time: 0.0014 memory: 4390 loss: 4.3648 2022/12/06 11:58:35 - mmengine - INFO - Epoch(train) [5][4600/5005] lr: 9.9851e-02 eta: 1 day, 12:42:59 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 3.9709 2022/12/06 11:58:49 - mmengine - INFO - Epoch(train) [5][4700/5005] lr: 9.9850e-02 eta: 1 day, 12:42:43 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 4.2203 2022/12/06 11:59:02 - mmengine - INFO - Epoch(train) [5][4800/5005] lr: 9.9848e-02 eta: 1 day, 12:42:28 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 4.3188 2022/12/06 11:59:16 - mmengine - INFO - Epoch(train) [5][4900/5005] lr: 9.9847e-02 eta: 1 day, 12:42:13 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.0082 2022/12/06 11:59:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:59:30 - mmengine - INFO - Epoch(train) [5][5000/5005] lr: 9.9846e-02 eta: 1 day, 12:42:05 time: 0.1363 data_time: 0.0020 memory: 4390 loss: 4.2440 2022/12/06 11:59:30 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 11:59:30 - mmengine - INFO - Saving checkpoint at 5 epochs 2022/12/06 11:59:40 - mmengine - INFO - Epoch(val) [5][100/196] eta: 0:00:07 time: 0.0786 data_time: 0.0482 memory: 4390 2022/12/06 11:59:59 - mmengine - INFO - Epoch(val) [5][196/196] accuracy/top1: 44.9260 accuracy/top5: 70.9540 2022/12/06 12:00:14 - mmengine - INFO - Epoch(train) [6][ 100/5005] lr: 9.9845e-02 eta: 1 day, 12:42:12 time: 0.1347 data_time: 0.0012 memory: 4391 loss: 3.9191 2022/12/06 12:00:27 - mmengine - INFO - Epoch(train) [6][ 200/5005] lr: 9.9843e-02 eta: 1 day, 12:41:56 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 3.6627 2022/12/06 12:00:40 - mmengine - INFO - Epoch(train) [6][ 300/5005] lr: 9.9842e-02 eta: 1 day, 12:41:39 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 3.8334 2022/12/06 12:00:54 - mmengine - INFO - Epoch(train) [6][ 400/5005] lr: 9.9841e-02 eta: 1 day, 12:41:23 time: 0.1344 data_time: 0.0012 memory: 4390 loss: 3.8789 2022/12/06 12:01:07 - mmengine - INFO - Epoch(train) [6][ 500/5005] lr: 9.9840e-02 eta: 1 day, 12:41:07 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 4.0769 2022/12/06 12:01:21 - mmengine - INFO - Epoch(train) [6][ 600/5005] lr: 9.9838e-02 eta: 1 day, 12:40:59 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 4.6501 2022/12/06 12:01:35 - mmengine - INFO - Epoch(train) [6][ 700/5005] lr: 9.9837e-02 eta: 1 day, 12:40:50 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.8641 2022/12/06 12:01:48 - mmengine - INFO - Epoch(train) [6][ 800/5005] lr: 9.9836e-02 eta: 1 day, 12:40:37 time: 0.1423 data_time: 0.0010 memory: 4390 loss: 3.9039 2022/12/06 12:02:02 - mmengine - INFO - Epoch(train) [6][ 900/5005] lr: 9.9835e-02 eta: 1 day, 12:40:24 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 4.2833 2022/12/06 12:02:12 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:02:15 - mmengine - INFO - Epoch(train) [6][1000/5005] lr: 9.9833e-02 eta: 1 day, 12:40:08 time: 0.1348 data_time: 0.0009 memory: 4390 loss: 4.3083 2022/12/06 12:02:29 - mmengine - INFO - Epoch(train) [6][1100/5005] lr: 9.9832e-02 eta: 1 day, 12:39:52 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 4.0596 2022/12/06 12:02:42 - mmengine - INFO - Epoch(train) [6][1200/5005] lr: 9.9831e-02 eta: 1 day, 12:39:36 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.8502 2022/12/06 12:02:56 - mmengine - INFO - Epoch(train) [6][1300/5005] lr: 9.9829e-02 eta: 1 day, 12:39:24 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 3.8954 2022/12/06 12:03:09 - mmengine - INFO - Epoch(train) [6][1400/5005] lr: 9.9828e-02 eta: 1 day, 12:39:08 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.2645 2022/12/06 12:03:23 - mmengine - INFO - Epoch(train) [6][1500/5005] lr: 9.9827e-02 eta: 1 day, 12:38:52 time: 0.1349 data_time: 0.0009 memory: 4390 loss: 4.5374 2022/12/06 12:03:36 - mmengine - INFO - Epoch(train) [6][1600/5005] lr: 9.9826e-02 eta: 1 day, 12:38:37 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 4.0018 2022/12/06 12:03:50 - mmengine - INFO - Epoch(train) [6][1700/5005] lr: 9.9824e-02 eta: 1 day, 12:38:21 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.8948 2022/12/06 12:04:03 - mmengine - INFO - Epoch(train) [6][1800/5005] lr: 9.9823e-02 eta: 1 day, 12:38:10 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 4.5225 2022/12/06 12:04:17 - mmengine - INFO - Epoch(train) [6][1900/5005] lr: 9.9822e-02 eta: 1 day, 12:38:00 time: 0.1429 data_time: 0.0010 memory: 4390 loss: 4.4215 2022/12/06 12:04:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:04:31 - mmengine - INFO - Epoch(train) [6][2000/5005] lr: 9.9820e-02 eta: 1 day, 12:37:48 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.3702 2022/12/06 12:04:44 - mmengine - INFO - Epoch(train) [6][2100/5005] lr: 9.9819e-02 eta: 1 day, 12:37:33 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 4.3016 2022/12/06 12:04:58 - mmengine - INFO - Epoch(train) [6][2200/5005] lr: 9.9818e-02 eta: 1 day, 12:37:17 time: 0.1342 data_time: 0.0010 memory: 4390 loss: 3.9269 2022/12/06 12:05:11 - mmengine - INFO - Epoch(train) [6][2300/5005] lr: 9.9816e-02 eta: 1 day, 12:37:01 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 4.1219 2022/12/06 12:05:25 - mmengine - INFO - Epoch(train) [6][2400/5005] lr: 9.9815e-02 eta: 1 day, 12:36:45 time: 0.1343 data_time: 0.0010 memory: 4390 loss: 3.9018 2022/12/06 12:05:38 - mmengine - INFO - Epoch(train) [6][2500/5005] lr: 9.9814e-02 eta: 1 day, 12:36:36 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.1653 2022/12/06 12:05:52 - mmengine - INFO - Epoch(train) [6][2600/5005] lr: 9.9812e-02 eta: 1 day, 12:36:20 time: 0.1343 data_time: 0.0010 memory: 4390 loss: 4.0945 2022/12/06 12:06:05 - mmengine - INFO - Epoch(train) [6][2700/5005] lr: 9.9811e-02 eta: 1 day, 12:36:06 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 4.1629 2022/12/06 12:06:19 - mmengine - INFO - Epoch(train) [6][2800/5005] lr: 9.9809e-02 eta: 1 day, 12:35:51 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 4.5366 2022/12/06 12:06:32 - mmengine - INFO - Epoch(train) [6][2900/5005] lr: 9.9808e-02 eta: 1 day, 12:35:35 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 4.3992 2022/12/06 12:06:42 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:06:46 - mmengine - INFO - Epoch(train) [6][3000/5005] lr: 9.9807e-02 eta: 1 day, 12:35:23 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 3.7113 2022/12/06 12:06:59 - mmengine - INFO - Epoch(train) [6][3100/5005] lr: 9.9805e-02 eta: 1 day, 12:35:13 time: 0.1343 data_time: 0.0010 memory: 4390 loss: 4.2025 2022/12/06 12:07:13 - mmengine - INFO - Epoch(train) [6][3200/5005] lr: 9.9804e-02 eta: 1 day, 12:34:57 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 3.9803 2022/12/06 12:07:26 - mmengine - INFO - Epoch(train) [6][3300/5005] lr: 9.9803e-02 eta: 1 day, 12:34:41 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 4.3938 2022/12/06 12:07:40 - mmengine - INFO - Epoch(train) [6][3400/5005] lr: 9.9801e-02 eta: 1 day, 12:34:28 time: 0.1357 data_time: 0.0009 memory: 4390 loss: 4.0407 2022/12/06 12:07:53 - mmengine - INFO - Epoch(train) [6][3500/5005] lr: 9.9800e-02 eta: 1 day, 12:34:13 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 3.6483 2022/12/06 12:08:07 - mmengine - INFO - Epoch(train) [6][3600/5005] lr: 9.9798e-02 eta: 1 day, 12:34:01 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 3.9783 2022/12/06 12:08:21 - mmengine - INFO - Epoch(train) [6][3700/5005] lr: 9.9797e-02 eta: 1 day, 12:33:45 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 3.6669 2022/12/06 12:08:34 - mmengine - INFO - Epoch(train) [6][3800/5005] lr: 9.9796e-02 eta: 1 day, 12:33:30 time: 0.1350 data_time: 0.0009 memory: 4390 loss: 4.2100 2022/12/06 12:08:48 - mmengine - INFO - Epoch(train) [6][3900/5005] lr: 9.9794e-02 eta: 1 day, 12:33:15 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 4.2792 2022/12/06 12:08:58 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:09:01 - mmengine - INFO - Epoch(train) [6][4000/5005] lr: 9.9793e-02 eta: 1 day, 12:33:00 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 4.3081 2022/12/06 12:09:15 - mmengine - INFO - Epoch(train) [6][4100/5005] lr: 9.9791e-02 eta: 1 day, 12:32:49 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 3.6807 2022/12/06 12:09:28 - mmengine - INFO - Epoch(train) [6][4200/5005] lr: 9.9790e-02 eta: 1 day, 12:32:35 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 4.0290 2022/12/06 12:09:42 - mmengine - INFO - Epoch(train) [6][4300/5005] lr: 9.9788e-02 eta: 1 day, 12:32:19 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 4.1187 2022/12/06 12:09:55 - mmengine - INFO - Epoch(train) [6][4400/5005] lr: 9.9787e-02 eta: 1 day, 12:32:05 time: 0.1388 data_time: 0.0010 memory: 4390 loss: 3.6796 2022/12/06 12:10:09 - mmengine - INFO - Epoch(train) [6][4500/5005] lr: 9.9786e-02 eta: 1 day, 12:31:52 time: 0.1421 data_time: 0.0011 memory: 4390 loss: 4.2730 2022/12/06 12:10:22 - mmengine - INFO - Epoch(train) [6][4600/5005] lr: 9.9784e-02 eta: 1 day, 12:31:37 time: 0.1347 data_time: 0.0009 memory: 4390 loss: 4.2802 2022/12/06 12:10:36 - mmengine - INFO - Epoch(train) [6][4700/5005] lr: 9.9783e-02 eta: 1 day, 12:31:23 time: 0.1347 data_time: 0.0009 memory: 4390 loss: 4.0548 2022/12/06 12:10:49 - mmengine - INFO - Epoch(train) [6][4800/5005] lr: 9.9781e-02 eta: 1 day, 12:31:11 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 3.9240 2022/12/06 12:11:03 - mmengine - INFO - Epoch(train) [6][4900/5005] lr: 9.9780e-02 eta: 1 day, 12:30:57 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.9914 2022/12/06 12:11:13 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:11:16 - mmengine - INFO - Epoch(train) [6][5000/5005] lr: 9.9778e-02 eta: 1 day, 12:30:43 time: 0.1365 data_time: 0.0025 memory: 4390 loss: 3.5554 2022/12/06 12:11:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:11:17 - mmengine - INFO - Saving checkpoint at 6 epochs 2022/12/06 12:11:27 - mmengine - INFO - Epoch(val) [6][100/196] eta: 0:00:07 time: 0.0749 data_time: 0.0433 memory: 4390 2022/12/06 12:11:46 - mmengine - INFO - Epoch(val) [6][196/196] accuracy/top1: 48.5700 accuracy/top5: 74.2120 2022/12/06 12:12:00 - mmengine - INFO - Epoch(train) [7][ 100/5005] lr: 9.9777e-02 eta: 1 day, 12:30:45 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.1681 2022/12/06 12:12:13 - mmengine - INFO - Epoch(train) [7][ 200/5005] lr: 9.9775e-02 eta: 1 day, 12:30:37 time: 0.1348 data_time: 0.0009 memory: 4390 loss: 3.9306 2022/12/06 12:12:27 - mmengine - INFO - Epoch(train) [7][ 300/5005] lr: 9.9774e-02 eta: 1 day, 12:30:22 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 4.3622 2022/12/06 12:12:40 - mmengine - INFO - Epoch(train) [7][ 400/5005] lr: 9.9772e-02 eta: 1 day, 12:30:06 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.3069 2022/12/06 12:12:54 - mmengine - INFO - Epoch(train) [7][ 500/5005] lr: 9.9771e-02 eta: 1 day, 12:29:50 time: 0.1343 data_time: 0.0010 memory: 4390 loss: 3.8174 2022/12/06 12:13:07 - mmengine - INFO - Epoch(train) [7][ 600/5005] lr: 9.9769e-02 eta: 1 day, 12:29:34 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 4.0623 2022/12/06 12:13:21 - mmengine - INFO - Epoch(train) [7][ 700/5005] lr: 9.9768e-02 eta: 1 day, 12:29:19 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.1569 2022/12/06 12:13:34 - mmengine - INFO - Epoch(train) [7][ 800/5005] lr: 9.9766e-02 eta: 1 day, 12:29:06 time: 0.1427 data_time: 0.0009 memory: 4390 loss: 4.4655 2022/12/06 12:13:48 - mmengine - INFO - Epoch(train) [7][ 900/5005] lr: 9.9765e-02 eta: 1 day, 12:28:52 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 4.2004 2022/12/06 12:13:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:14:01 - mmengine - INFO - Epoch(train) [7][1000/5005] lr: 9.9763e-02 eta: 1 day, 12:28:37 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 3.9071 2022/12/06 12:14:15 - mmengine - INFO - Epoch(train) [7][1100/5005] lr: 9.9762e-02 eta: 1 day, 12:28:24 time: 0.1430 data_time: 0.0011 memory: 4390 loss: 3.6078 2022/12/06 12:14:29 - mmengine - INFO - Epoch(train) [7][1200/5005] lr: 9.9760e-02 eta: 1 day, 12:28:09 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.0553 2022/12/06 12:14:42 - mmengine - INFO - Epoch(train) [7][1300/5005] lr: 9.9759e-02 eta: 1 day, 12:27:54 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 4.1640 2022/12/06 12:14:56 - mmengine - INFO - Epoch(train) [7][1400/5005] lr: 9.9757e-02 eta: 1 day, 12:27:42 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 4.1394 2022/12/06 12:15:09 - mmengine - INFO - Epoch(train) [7][1500/5005] lr: 9.9755e-02 eta: 1 day, 12:27:29 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 4.1116 2022/12/06 12:15:23 - mmengine - INFO - Epoch(train) [7][1600/5005] lr: 9.9754e-02 eta: 1 day, 12:27:15 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 4.5205 2022/12/06 12:15:36 - mmengine - INFO - Epoch(train) [7][1700/5005] lr: 9.9752e-02 eta: 1 day, 12:27:00 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.5152 2022/12/06 12:15:50 - mmengine - INFO - Epoch(train) [7][1800/5005] lr: 9.9751e-02 eta: 1 day, 12:26:50 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 3.9324 2022/12/06 12:16:03 - mmengine - INFO - Epoch(train) [7][1900/5005] lr: 9.9749e-02 eta: 1 day, 12:26:35 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 4.3235 2022/12/06 12:16:13 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:16:17 - mmengine - INFO - Epoch(train) [7][2000/5005] lr: 9.9748e-02 eta: 1 day, 12:26:20 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.5358 2022/12/06 12:16:30 - mmengine - INFO - Epoch(train) [7][2100/5005] lr: 9.9746e-02 eta: 1 day, 12:26:04 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.8524 2022/12/06 12:16:44 - mmengine - INFO - Epoch(train) [7][2200/5005] lr: 9.9744e-02 eta: 1 day, 12:25:51 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.9916 2022/12/06 12:16:57 - mmengine - INFO - Epoch(train) [7][2300/5005] lr: 9.9743e-02 eta: 1 day, 12:25:36 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 3.9222 2022/12/06 12:17:11 - mmengine - INFO - Epoch(train) [7][2400/5005] lr: 9.9741e-02 eta: 1 day, 12:25:23 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 4.3035 2022/12/06 12:17:24 - mmengine - INFO - Epoch(train) [7][2500/5005] lr: 9.9740e-02 eta: 1 day, 12:25:08 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 3.8055 2022/12/06 12:17:38 - mmengine - INFO - Epoch(train) [7][2600/5005] lr: 9.9738e-02 eta: 1 day, 12:24:55 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 4.2795 2022/12/06 12:17:52 - mmengine - INFO - Epoch(train) [7][2700/5005] lr: 9.9736e-02 eta: 1 day, 12:24:41 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.9797 2022/12/06 12:18:05 - mmengine - INFO - Epoch(train) [7][2800/5005] lr: 9.9735e-02 eta: 1 day, 12:24:30 time: 0.1459 data_time: 0.0010 memory: 4390 loss: 4.0499 2022/12/06 12:18:19 - mmengine - INFO - Epoch(train) [7][2900/5005] lr: 9.9733e-02 eta: 1 day, 12:24:15 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.6904 2022/12/06 12:18:28 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:18:32 - mmengine - INFO - Epoch(train) [7][3000/5005] lr: 9.9732e-02 eta: 1 day, 12:24:00 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.8668 2022/12/06 12:18:46 - mmengine - INFO - Epoch(train) [7][3100/5005] lr: 9.9730e-02 eta: 1 day, 12:23:45 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 4.2324 2022/12/06 12:18:59 - mmengine - INFO - Epoch(train) [7][3200/5005] lr: 9.9728e-02 eta: 1 day, 12:23:30 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 4.0093 2022/12/06 12:19:13 - mmengine - INFO - Epoch(train) [7][3300/5005] lr: 9.9727e-02 eta: 1 day, 12:23:16 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.8092 2022/12/06 12:19:26 - mmengine - INFO - Epoch(train) [7][3400/5005] lr: 9.9725e-02 eta: 1 day, 12:23:03 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.6148 2022/12/06 12:19:40 - mmengine - INFO - Epoch(train) [7][3500/5005] lr: 9.9723e-02 eta: 1 day, 12:22:57 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.8372 2022/12/06 12:19:54 - mmengine - INFO - Epoch(train) [7][3600/5005] lr: 9.9722e-02 eta: 1 day, 12:22:43 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 3.8305 2022/12/06 12:20:07 - mmengine - INFO - Epoch(train) [7][3700/5005] lr: 9.9720e-02 eta: 1 day, 12:22:28 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 4.3854 2022/12/06 12:20:21 - mmengine - INFO - Epoch(train) [7][3800/5005] lr: 9.9718e-02 eta: 1 day, 12:22:13 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 3.8946 2022/12/06 12:20:34 - mmengine - INFO - Epoch(train) [7][3900/5005] lr: 9.9717e-02 eta: 1 day, 12:21:59 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 4.1109 2022/12/06 12:20:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:20:48 - mmengine - INFO - Epoch(train) [7][4000/5005] lr: 9.9715e-02 eta: 1 day, 12:21:47 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 4.1330 2022/12/06 12:21:01 - mmengine - INFO - Epoch(train) [7][4100/5005] lr: 9.9713e-02 eta: 1 day, 12:21:31 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.5123 2022/12/06 12:21:15 - mmengine - INFO - Epoch(train) [7][4200/5005] lr: 9.9712e-02 eta: 1 day, 12:21:20 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 4.0900 2022/12/06 12:21:28 - mmengine - INFO - Epoch(train) [7][4300/5005] lr: 9.9710e-02 eta: 1 day, 12:21:05 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 3.8321 2022/12/06 12:21:42 - mmengine - INFO - Epoch(train) [7][4400/5005] lr: 9.9708e-02 eta: 1 day, 12:20:50 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 4.3844 2022/12/06 12:21:55 - mmengine - INFO - Epoch(train) [7][4500/5005] lr: 9.9707e-02 eta: 1 day, 12:20:36 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 4.4265 2022/12/06 12:22:09 - mmengine - INFO - Epoch(train) [7][4600/5005] lr: 9.9705e-02 eta: 1 day, 12:20:24 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 4.1399 2022/12/06 12:22:22 - mmengine - INFO - Epoch(train) [7][4700/5005] lr: 9.9703e-02 eta: 1 day, 12:20:08 time: 0.1343 data_time: 0.0009 memory: 4390 loss: 4.1333 2022/12/06 12:22:36 - mmengine - INFO - Epoch(train) [7][4800/5005] lr: 9.9702e-02 eta: 1 day, 12:19:53 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.6377 2022/12/06 12:22:49 - mmengine - INFO - Epoch(train) [7][4900/5005] lr: 9.9700e-02 eta: 1 day, 12:19:40 time: 0.1348 data_time: 0.0012 memory: 4390 loss: 3.8736 2022/12/06 12:22:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:23:03 - mmengine - INFO - Epoch(train) [7][5000/5005] lr: 9.9698e-02 eta: 1 day, 12:19:25 time: 0.1368 data_time: 0.0020 memory: 4390 loss: 4.3118 2022/12/06 12:23:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:23:03 - mmengine - INFO - Saving checkpoint at 7 epochs 2022/12/06 12:23:13 - mmengine - INFO - Epoch(val) [7][100/196] eta: 0:00:07 time: 0.0721 data_time: 0.0416 memory: 4390 2022/12/06 12:23:32 - mmengine - INFO - Epoch(val) [7][196/196] accuracy/top1: 51.8500 accuracy/top5: 77.5580 2022/12/06 12:23:46 - mmengine - INFO - Epoch(train) [8][ 100/5005] lr: 9.9696e-02 eta: 1 day, 12:19:24 time: 0.1345 data_time: 0.0012 memory: 4390 loss: 3.4230 2022/12/06 12:24:00 - mmengine - INFO - Epoch(train) [8][ 200/5005] lr: 9.9695e-02 eta: 1 day, 12:19:09 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 3.9325 2022/12/06 12:24:13 - mmengine - INFO - Epoch(train) [8][ 300/5005] lr: 9.9693e-02 eta: 1 day, 12:18:53 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 3.7480 2022/12/06 12:24:27 - mmengine - INFO - Epoch(train) [8][ 400/5005] lr: 9.9691e-02 eta: 1 day, 12:18:40 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 4.0445 2022/12/06 12:24:40 - mmengine - INFO - Epoch(train) [8][ 500/5005] lr: 9.9689e-02 eta: 1 day, 12:18:25 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.9719 2022/12/06 12:24:54 - mmengine - INFO - Epoch(train) [8][ 600/5005] lr: 9.9688e-02 eta: 1 day, 12:18:10 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 3.9181 2022/12/06 12:25:07 - mmengine - INFO - Epoch(train) [8][ 700/5005] lr: 9.9686e-02 eta: 1 day, 12:17:54 time: 0.1343 data_time: 0.0011 memory: 4390 loss: 3.9168 2022/12/06 12:25:21 - mmengine - INFO - Epoch(train) [8][ 800/5005] lr: 9.9684e-02 eta: 1 day, 12:17:39 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.5242 2022/12/06 12:25:34 - mmengine - INFO - Epoch(train) [8][ 900/5005] lr: 9.9682e-02 eta: 1 day, 12:17:23 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.2797 2022/12/06 12:25:43 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:25:48 - mmengine - INFO - Epoch(train) [8][1000/5005] lr: 9.9681e-02 eta: 1 day, 12:17:14 time: 0.1443 data_time: 0.0010 memory: 4390 loss: 3.9065 2022/12/06 12:26:01 - mmengine - INFO - Epoch(train) [8][1100/5005] lr: 9.9679e-02 eta: 1 day, 12:17:01 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 4.3183 2022/12/06 12:26:15 - mmengine - INFO - Epoch(train) [8][1200/5005] lr: 9.9677e-02 eta: 1 day, 12:16:47 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 4.3475 2022/12/06 12:26:28 - mmengine - INFO - Epoch(train) [8][1300/5005] lr: 9.9675e-02 eta: 1 day, 12:16:31 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 4.1967 2022/12/06 12:26:42 - mmengine - INFO - Epoch(train) [8][1400/5005] lr: 9.9673e-02 eta: 1 day, 12:16:17 time: 0.1348 data_time: 0.0009 memory: 4390 loss: 3.8082 2022/12/06 12:26:55 - mmengine - INFO - Epoch(train) [8][1500/5005] lr: 9.9672e-02 eta: 1 day, 12:16:02 time: 0.1343 data_time: 0.0009 memory: 4390 loss: 3.6910 2022/12/06 12:27:09 - mmengine - INFO - Epoch(train) [8][1600/5005] lr: 9.9670e-02 eta: 1 day, 12:15:48 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.2798 2022/12/06 12:27:22 - mmengine - INFO - Epoch(train) [8][1700/5005] lr: 9.9668e-02 eta: 1 day, 12:15:36 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 4.0579 2022/12/06 12:27:36 - mmengine - INFO - Epoch(train) [8][1800/5005] lr: 9.9666e-02 eta: 1 day, 12:15:21 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.2310 2022/12/06 12:27:50 - mmengine - INFO - Epoch(train) [8][1900/5005] lr: 9.9664e-02 eta: 1 day, 12:15:09 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.7449 2022/12/06 12:27:58 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:28:03 - mmengine - INFO - Epoch(train) [8][2000/5005] lr: 9.9663e-02 eta: 1 day, 12:14:56 time: 0.1342 data_time: 0.0010 memory: 4390 loss: 4.0628 2022/12/06 12:28:17 - mmengine - INFO - Epoch(train) [8][2100/5005] lr: 9.9661e-02 eta: 1 day, 12:14:40 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 4.4885 2022/12/06 12:28:30 - mmengine - INFO - Epoch(train) [8][2200/5005] lr: 9.9659e-02 eta: 1 day, 12:14:24 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.8850 2022/12/06 12:28:44 - mmengine - INFO - Epoch(train) [8][2300/5005] lr: 9.9657e-02 eta: 1 day, 12:14:11 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 3.8484 2022/12/06 12:28:57 - mmengine - INFO - Epoch(train) [8][2400/5005] lr: 9.9655e-02 eta: 1 day, 12:13:55 time: 0.1344 data_time: 0.0009 memory: 4390 loss: 3.9564 2022/12/06 12:29:11 - mmengine - INFO - Epoch(train) [8][2500/5005] lr: 9.9653e-02 eta: 1 day, 12:13:41 time: 0.1399 data_time: 0.0010 memory: 4390 loss: 3.2961 2022/12/06 12:29:24 - mmengine - INFO - Epoch(train) [8][2600/5005] lr: 9.9652e-02 eta: 1 day, 12:13:28 time: 0.1406 data_time: 0.0010 memory: 4390 loss: 3.9586 2022/12/06 12:29:38 - mmengine - INFO - Epoch(train) [8][2700/5005] lr: 9.9650e-02 eta: 1 day, 12:13:13 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 4.1329 2022/12/06 12:29:51 - mmengine - INFO - Epoch(train) [8][2800/5005] lr: 9.9648e-02 eta: 1 day, 12:12:58 time: 0.1352 data_time: 0.0009 memory: 4390 loss: 4.1525 2022/12/06 12:30:05 - mmengine - INFO - Epoch(train) [8][2900/5005] lr: 9.9646e-02 eta: 1 day, 12:12:47 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 4.3484 2022/12/06 12:30:13 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:30:18 - mmengine - INFO - Epoch(train) [8][3000/5005] lr: 9.9644e-02 eta: 1 day, 12:12:32 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 3.9276 2022/12/06 12:30:32 - mmengine - INFO - Epoch(train) [8][3100/5005] lr: 9.9642e-02 eta: 1 day, 12:12:17 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 4.0823 2022/12/06 12:30:45 - mmengine - INFO - Epoch(train) [8][3200/5005] lr: 9.9640e-02 eta: 1 day, 12:12:03 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.0882 2022/12/06 12:30:59 - mmengine - INFO - Epoch(train) [8][3300/5005] lr: 9.9639e-02 eta: 1 day, 12:11:48 time: 0.1342 data_time: 0.0010 memory: 4390 loss: 3.5319 2022/12/06 12:31:12 - mmengine - INFO - Epoch(train) [8][3400/5005] lr: 9.9637e-02 eta: 1 day, 12:11:33 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.6957 2022/12/06 12:31:26 - mmengine - INFO - Epoch(train) [8][3500/5005] lr: 9.9635e-02 eta: 1 day, 12:11:20 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 3.6259 2022/12/06 12:31:39 - mmengine - INFO - Epoch(train) [8][3600/5005] lr: 9.9633e-02 eta: 1 day, 12:11:06 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 3.8133 2022/12/06 12:31:53 - mmengine - INFO - Epoch(train) [8][3700/5005] lr: 9.9631e-02 eta: 1 day, 12:10:54 time: 0.1342 data_time: 0.0010 memory: 4390 loss: 3.9767 2022/12/06 12:32:06 - mmengine - INFO - Epoch(train) [8][3800/5005] lr: 9.9629e-02 eta: 1 day, 12:10:39 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.5209 2022/12/06 12:32:20 - mmengine - INFO - Epoch(train) [8][3900/5005] lr: 9.9627e-02 eta: 1 day, 12:10:26 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 4.3480 2022/12/06 12:32:29 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:32:33 - mmengine - INFO - Epoch(train) [8][4000/5005] lr: 9.9625e-02 eta: 1 day, 12:10:13 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 3.9423 2022/12/06 12:32:47 - mmengine - INFO - Epoch(train) [8][4100/5005] lr: 9.9623e-02 eta: 1 day, 12:09:58 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 4.7708 2022/12/06 12:33:00 - mmengine - INFO - Epoch(train) [8][4200/5005] lr: 9.9621e-02 eta: 1 day, 12:09:43 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 4.0928 2022/12/06 12:33:14 - mmengine - INFO - Epoch(train) [8][4300/5005] lr: 9.9619e-02 eta: 1 day, 12:09:32 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 4.1745 2022/12/06 12:33:28 - mmengine - INFO - Epoch(train) [8][4400/5005] lr: 9.9618e-02 eta: 1 day, 12:09:18 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 3.9336 2022/12/06 12:33:41 - mmengine - INFO - Epoch(train) [8][4500/5005] lr: 9.9616e-02 eta: 1 day, 12:09:04 time: 0.1346 data_time: 0.0009 memory: 4390 loss: 4.0963 2022/12/06 12:33:55 - mmengine - INFO - Epoch(train) [8][4600/5005] lr: 9.9614e-02 eta: 1 day, 12:08:48 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.2221 2022/12/06 12:34:08 - mmengine - INFO - Epoch(train) [8][4700/5005] lr: 9.9612e-02 eta: 1 day, 12:08:34 time: 0.1348 data_time: 0.0012 memory: 4390 loss: 3.5929 2022/12/06 12:34:22 - mmengine - INFO - Epoch(train) [8][4800/5005] lr: 9.9610e-02 eta: 1 day, 12:08:22 time: 0.1402 data_time: 0.0011 memory: 4390 loss: 3.8582 2022/12/06 12:34:35 - mmengine - INFO - Epoch(train) [8][4900/5005] lr: 9.9608e-02 eta: 1 day, 12:08:07 time: 0.1343 data_time: 0.0010 memory: 4390 loss: 4.0294 2022/12/06 12:34:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:34:49 - mmengine - INFO - Epoch(train) [8][5000/5005] lr: 9.9606e-02 eta: 1 day, 12:07:52 time: 0.1356 data_time: 0.0020 memory: 4390 loss: 3.9100 2022/12/06 12:34:49 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:34:49 - mmengine - INFO - Saving checkpoint at 8 epochs 2022/12/06 12:34:59 - mmengine - INFO - Epoch(val) [8][100/196] eta: 0:00:07 time: 0.0725 data_time: 0.0421 memory: 4390 2022/12/06 12:35:18 - mmengine - INFO - Epoch(val) [8][196/196] accuracy/top1: 51.0360 accuracy/top5: 76.7400 2022/12/06 12:35:32 - mmengine - INFO - Epoch(train) [9][ 100/5005] lr: 9.9604e-02 eta: 1 day, 12:07:48 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 3.6568 2022/12/06 12:35:46 - mmengine - INFO - Epoch(train) [9][ 200/5005] lr: 9.9602e-02 eta: 1 day, 12:07:33 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.8902 2022/12/06 12:35:59 - mmengine - INFO - Epoch(train) [9][ 300/5005] lr: 9.9600e-02 eta: 1 day, 12:07:19 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.9566 2022/12/06 12:36:13 - mmengine - INFO - Epoch(train) [9][ 400/5005] lr: 9.9598e-02 eta: 1 day, 12:07:10 time: 0.1450 data_time: 0.0011 memory: 4390 loss: 3.8166 2022/12/06 12:36:26 - mmengine - INFO - Epoch(train) [9][ 500/5005] lr: 9.9596e-02 eta: 1 day, 12:06:56 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 4.1463 2022/12/06 12:36:40 - mmengine - INFO - Epoch(train) [9][ 600/5005] lr: 9.9594e-02 eta: 1 day, 12:06:44 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 3.8836 2022/12/06 12:36:54 - mmengine - INFO - Epoch(train) [9][ 700/5005] lr: 9.9592e-02 eta: 1 day, 12:06:28 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 4.1700 2022/12/06 12:37:07 - mmengine - INFO - Epoch(train) [9][ 800/5005] lr: 9.9590e-02 eta: 1 day, 12:06:14 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 4.1525 2022/12/06 12:37:21 - mmengine - INFO - Epoch(train) [9][ 900/5005] lr: 9.9588e-02 eta: 1 day, 12:05:59 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 4.4662 2022/12/06 12:37:29 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:37:34 - mmengine - INFO - Epoch(train) [9][1000/5005] lr: 9.9586e-02 eta: 1 day, 12:05:44 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.8768 2022/12/06 12:37:47 - mmengine - INFO - Epoch(train) [9][1100/5005] lr: 9.9584e-02 eta: 1 day, 12:05:29 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 4.2015 2022/12/06 12:38:01 - mmengine - INFO - Epoch(train) [9][1200/5005] lr: 9.9582e-02 eta: 1 day, 12:05:15 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 3.7998 2022/12/06 12:38:14 - mmengine - INFO - Epoch(train) [9][1300/5005] lr: 9.9580e-02 eta: 1 day, 12:05:00 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 3.9851 2022/12/06 12:38:28 - mmengine - INFO - Epoch(train) [9][1400/5005] lr: 9.9578e-02 eta: 1 day, 12:04:47 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 4.2658 2022/12/06 12:38:42 - mmengine - INFO - Epoch(train) [9][1500/5005] lr: 9.9576e-02 eta: 1 day, 12:04:33 time: 0.1349 data_time: 0.0013 memory: 4390 loss: 3.6549 2022/12/06 12:38:55 - mmengine - INFO - Epoch(train) [9][1600/5005] lr: 9.9574e-02 eta: 1 day, 12:04:18 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 3.6479 2022/12/06 12:39:09 - mmengine - INFO - Epoch(train) [9][1700/5005] lr: 9.9572e-02 eta: 1 day, 12:04:08 time: 0.1423 data_time: 0.0010 memory: 4390 loss: 3.7884 2022/12/06 12:39:22 - mmengine - INFO - Epoch(train) [9][1800/5005] lr: 9.9570e-02 eta: 1 day, 12:03:56 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.8057 2022/12/06 12:39:36 - mmengine - INFO - Epoch(train) [9][1900/5005] lr: 9.9568e-02 eta: 1 day, 12:03:42 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 4.3620 2022/12/06 12:39:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:39:49 - mmengine - INFO - Epoch(train) [9][2000/5005] lr: 9.9565e-02 eta: 1 day, 12:03:29 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.8967 2022/12/06 12:40:03 - mmengine - INFO - Epoch(train) [9][2100/5005] lr: 9.9563e-02 eta: 1 day, 12:03:14 time: 0.1342 data_time: 0.0010 memory: 4390 loss: 4.1805 2022/12/06 12:40:16 - mmengine - INFO - Epoch(train) [9][2200/5005] lr: 9.9561e-02 eta: 1 day, 12:02:59 time: 0.1346 data_time: 0.0012 memory: 4390 loss: 3.7614 2022/12/06 12:40:30 - mmengine - INFO - Epoch(train) [9][2300/5005] lr: 9.9559e-02 eta: 1 day, 12:02:46 time: 0.1350 data_time: 0.0013 memory: 4390 loss: 3.8102 2022/12/06 12:40:43 - mmengine - INFO - Epoch(train) [9][2400/5005] lr: 9.9557e-02 eta: 1 day, 12:02:32 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.9226 2022/12/06 12:40:57 - mmengine - INFO - Epoch(train) [9][2500/5005] lr: 9.9555e-02 eta: 1 day, 12:02:17 time: 0.1345 data_time: 0.0009 memory: 4390 loss: 3.8891 2022/12/06 12:41:10 - mmengine - INFO - Epoch(train) [9][2600/5005] lr: 9.9553e-02 eta: 1 day, 12:02:03 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 4.4687 2022/12/06 12:41:24 - mmengine - INFO - Epoch(train) [9][2700/5005] lr: 9.9551e-02 eta: 1 day, 12:01:49 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.0851 2022/12/06 12:41:37 - mmengine - INFO - Epoch(train) [9][2800/5005] lr: 9.9549e-02 eta: 1 day, 12:01:34 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 4.2482 2022/12/06 12:41:51 - mmengine - INFO - Epoch(train) [9][2900/5005] lr: 9.9547e-02 eta: 1 day, 12:01:20 time: 0.1346 data_time: 0.0012 memory: 4390 loss: 4.1734 2022/12/06 12:41:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:42:05 - mmengine - INFO - Epoch(train) [9][3000/5005] lr: 9.9545e-02 eta: 1 day, 12:01:05 time: 0.1349 data_time: 0.0012 memory: 4390 loss: 4.0633 2022/12/06 12:42:18 - mmengine - INFO - Epoch(train) [9][3100/5005] lr: 9.9542e-02 eta: 1 day, 12:00:56 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.8827 2022/12/06 12:42:32 - mmengine - INFO - Epoch(train) [9][3200/5005] lr: 9.9540e-02 eta: 1 day, 12:00:41 time: 0.1347 data_time: 0.0012 memory: 4390 loss: 3.8857 2022/12/06 12:42:45 - mmengine - INFO - Epoch(train) [9][3300/5005] lr: 9.9538e-02 eta: 1 day, 12:00:30 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 3.8259 2022/12/06 12:42:59 - mmengine - INFO - Epoch(train) [9][3400/5005] lr: 9.9536e-02 eta: 1 day, 12:00:15 time: 0.1346 data_time: 0.0013 memory: 4390 loss: 4.2507 2022/12/06 12:43:12 - mmengine - INFO - Epoch(train) [9][3500/5005] lr: 9.9534e-02 eta: 1 day, 12:00:00 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.6904 2022/12/06 12:43:26 - mmengine - INFO - Epoch(train) [9][3600/5005] lr: 9.9532e-02 eta: 1 day, 11:59:49 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.5375 2022/12/06 12:43:39 - mmengine - INFO - Epoch(train) [9][3700/5005] lr: 9.9530e-02 eta: 1 day, 11:59:34 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.5599 2022/12/06 12:43:53 - mmengine - INFO - Epoch(train) [9][3800/5005] lr: 9.9527e-02 eta: 1 day, 11:59:20 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.0492 2022/12/06 12:44:07 - mmengine - INFO - Epoch(train) [9][3900/5005] lr: 9.9525e-02 eta: 1 day, 11:59:06 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 3.7555 2022/12/06 12:44:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:44:20 - mmengine - INFO - Epoch(train) [9][4000/5005] lr: 9.9523e-02 eta: 1 day, 11:58:52 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.5777 2022/12/06 12:44:33 - mmengine - INFO - Epoch(train) [9][4100/5005] lr: 9.9521e-02 eta: 1 day, 11:58:37 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 4.2626 2022/12/06 12:44:47 - mmengine - INFO - Epoch(train) [9][4200/5005] lr: 9.9519e-02 eta: 1 day, 11:58:22 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 4.0239 2022/12/06 12:45:00 - mmengine - INFO - Epoch(train) [9][4300/5005] lr: 9.9517e-02 eta: 1 day, 11:58:07 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.9972 2022/12/06 12:45:14 - mmengine - INFO - Epoch(train) [9][4400/5005] lr: 9.9514e-02 eta: 1 day, 11:57:55 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 3.9104 2022/12/06 12:45:28 - mmengine - INFO - Epoch(train) [9][4500/5005] lr: 9.9512e-02 eta: 1 day, 11:57:40 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 3.7053 2022/12/06 12:45:41 - mmengine - INFO - Epoch(train) [9][4600/5005] lr: 9.9510e-02 eta: 1 day, 11:57:27 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.8662 2022/12/06 12:45:55 - mmengine - INFO - Epoch(train) [9][4700/5005] lr: 9.9508e-02 eta: 1 day, 11:57:13 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.8318 2022/12/06 12:46:08 - mmengine - INFO - Epoch(train) [9][4800/5005] lr: 9.9506e-02 eta: 1 day, 11:56:58 time: 0.1342 data_time: 0.0009 memory: 4390 loss: 3.7818 2022/12/06 12:46:22 - mmengine - INFO - Epoch(train) [9][4900/5005] lr: 9.9504e-02 eta: 1 day, 11:56:43 time: 0.1343 data_time: 0.0010 memory: 4390 loss: 4.0810 2022/12/06 12:46:30 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:46:35 - mmengine - INFO - Epoch(train) [9][5000/5005] lr: 9.9501e-02 eta: 1 day, 11:56:32 time: 0.1355 data_time: 0.0024 memory: 4390 loss: 4.1901 2022/12/06 12:46:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:46:36 - mmengine - INFO - Saving checkpoint at 9 epochs 2022/12/06 12:46:46 - mmengine - INFO - Epoch(val) [9][100/196] eta: 0:00:07 time: 0.0779 data_time: 0.0480 memory: 4390 2022/12/06 12:47:05 - mmengine - INFO - Epoch(val) [9][196/196] accuracy/top1: 52.8280 accuracy/top5: 78.1640 2022/12/06 12:47:19 - mmengine - INFO - Epoch(train) [10][ 100/5005] lr: 9.9499e-02 eta: 1 day, 11:56:28 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.8267 2022/12/06 12:47:33 - mmengine - INFO - Epoch(train) [10][ 200/5005] lr: 9.9497e-02 eta: 1 day, 11:56:14 time: 0.1360 data_time: 0.0011 memory: 4390 loss: 3.7449 2022/12/06 12:47:46 - mmengine - INFO - Epoch(train) [10][ 300/5005] lr: 9.9495e-02 eta: 1 day, 11:56:00 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.8610 2022/12/06 12:48:00 - mmengine - INFO - Epoch(train) [10][ 400/5005] lr: 9.9492e-02 eta: 1 day, 11:55:46 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.8313 2022/12/06 12:48:14 - mmengine - INFO - Epoch(train) [10][ 500/5005] lr: 9.9490e-02 eta: 1 day, 11:55:36 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.7414 2022/12/06 12:48:27 - mmengine - INFO - Epoch(train) [10][ 600/5005] lr: 9.9488e-02 eta: 1 day, 11:55:22 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 3.8791 2022/12/06 12:48:41 - mmengine - INFO - Epoch(train) [10][ 700/5005] lr: 9.9486e-02 eta: 1 day, 11:55:10 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.7312 2022/12/06 12:48:54 - mmengine - INFO - Epoch(train) [10][ 800/5005] lr: 9.9483e-02 eta: 1 day, 11:54:56 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.9635 2022/12/06 12:49:08 - mmengine - INFO - Epoch(train) [10][ 900/5005] lr: 9.9481e-02 eta: 1 day, 11:54:44 time: 0.1354 data_time: 0.0018 memory: 4390 loss: 4.1115 2022/12/06 12:49:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:49:21 - mmengine - INFO - Epoch(train) [10][1000/5005] lr: 9.9479e-02 eta: 1 day, 11:54:29 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.9475 2022/12/06 12:49:35 - mmengine - INFO - Epoch(train) [10][1100/5005] lr: 9.9477e-02 eta: 1 day, 11:54:15 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 3.8705 2022/12/06 12:49:48 - mmengine - INFO - Epoch(train) [10][1200/5005] lr: 9.9474e-02 eta: 1 day, 11:54:00 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.5914 2022/12/06 12:50:02 - mmengine - INFO - Epoch(train) [10][1300/5005] lr: 9.9472e-02 eta: 1 day, 11:53:46 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 3.8635 2022/12/06 12:50:15 - mmengine - INFO - Epoch(train) [10][1400/5005] lr: 9.9470e-02 eta: 1 day, 11:53:33 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 4.0608 2022/12/06 12:50:29 - mmengine - INFO - Epoch(train) [10][1500/5005] lr: 9.9467e-02 eta: 1 day, 11:53:19 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.6323 2022/12/06 12:50:43 - mmengine - INFO - Epoch(train) [10][1600/5005] lr: 9.9465e-02 eta: 1 day, 11:53:05 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 4.0377 2022/12/06 12:50:56 - mmengine - INFO - Epoch(train) [10][1700/5005] lr: 9.9463e-02 eta: 1 day, 11:52:50 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 3.8578 2022/12/06 12:51:10 - mmengine - INFO - Epoch(train) [10][1800/5005] lr: 9.9461e-02 eta: 1 day, 11:52:36 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 3.9258 2022/12/06 12:51:23 - mmengine - INFO - Epoch(train) [10][1900/5005] lr: 9.9458e-02 eta: 1 day, 11:52:26 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 3.4761 2022/12/06 12:51:31 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:51:37 - mmengine - INFO - Epoch(train) [10][2000/5005] lr: 9.9456e-02 eta: 1 day, 11:52:14 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 4.0404 2022/12/06 12:51:50 - mmengine - INFO - Epoch(train) [10][2100/5005] lr: 9.9454e-02 eta: 1 day, 11:52:00 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.8973 2022/12/06 12:52:04 - mmengine - INFO - Epoch(train) [10][2200/5005] lr: 9.9451e-02 eta: 1 day, 11:51:49 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.7261 2022/12/06 12:52:18 - mmengine - INFO - Epoch(train) [10][2300/5005] lr: 9.9449e-02 eta: 1 day, 11:51:37 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.9082 2022/12/06 12:52:31 - mmengine - INFO - Epoch(train) [10][2400/5005] lr: 9.9447e-02 eta: 1 day, 11:51:23 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 4.6856 2022/12/06 12:52:45 - mmengine - INFO - Epoch(train) [10][2500/5005] lr: 9.9444e-02 eta: 1 day, 11:51:09 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.8299 2022/12/06 12:52:58 - mmengine - INFO - Epoch(train) [10][2600/5005] lr: 9.9442e-02 eta: 1 day, 11:50:54 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 4.0899 2022/12/06 12:53:12 - mmengine - INFO - Epoch(train) [10][2700/5005] lr: 9.9440e-02 eta: 1 day, 11:50:40 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.6371 2022/12/06 12:53:25 - mmengine - INFO - Epoch(train) [10][2800/5005] lr: 9.9437e-02 eta: 1 day, 11:50:26 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.6165 2022/12/06 12:53:39 - mmengine - INFO - Epoch(train) [10][2900/5005] lr: 9.9435e-02 eta: 1 day, 11:50:11 time: 0.1360 data_time: 0.0011 memory: 4390 loss: 3.8655 2022/12/06 12:53:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:53:52 - mmengine - INFO - Epoch(train) [10][3000/5005] lr: 9.9433e-02 eta: 1 day, 11:49:57 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.5184 2022/12/06 12:54:06 - mmengine - INFO - Epoch(train) [10][3100/5005] lr: 9.9430e-02 eta: 1 day, 11:49:43 time: 0.1347 data_time: 0.0012 memory: 4390 loss: 3.8163 2022/12/06 12:54:19 - mmengine - INFO - Epoch(train) [10][3200/5005] lr: 9.9428e-02 eta: 1 day, 11:49:32 time: 0.1348 data_time: 0.0012 memory: 4390 loss: 4.1727 2022/12/06 12:54:33 - mmengine - INFO - Epoch(train) [10][3300/5005] lr: 9.9426e-02 eta: 1 day, 11:49:18 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 4.1242 2022/12/06 12:54:46 - mmengine - INFO - Epoch(train) [10][3400/5005] lr: 9.9423e-02 eta: 1 day, 11:49:04 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.9502 2022/12/06 12:55:00 - mmengine - INFO - Epoch(train) [10][3500/5005] lr: 9.9421e-02 eta: 1 day, 11:48:49 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.9548 2022/12/06 12:55:14 - mmengine - INFO - Epoch(train) [10][3600/5005] lr: 9.9418e-02 eta: 1 day, 11:48:37 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 3.6035 2022/12/06 12:55:27 - mmengine - INFO - Epoch(train) [10][3700/5005] lr: 9.9416e-02 eta: 1 day, 11:48:25 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 3.6120 2022/12/06 12:55:41 - mmengine - INFO - Epoch(train) [10][3800/5005] lr: 9.9414e-02 eta: 1 day, 11:48:11 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 4.2994 2022/12/06 12:55:54 - mmengine - INFO - Epoch(train) [10][3900/5005] lr: 9.9411e-02 eta: 1 day, 11:47:59 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 4.0873 2022/12/06 12:56:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:56:08 - mmengine - INFO - Epoch(train) [10][4000/5005] lr: 9.9409e-02 eta: 1 day, 11:47:45 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.5578 2022/12/06 12:56:21 - mmengine - INFO - Epoch(train) [10][4100/5005] lr: 9.9406e-02 eta: 1 day, 11:47:31 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 3.7644 2022/12/06 12:56:35 - mmengine - INFO - Epoch(train) [10][4200/5005] lr: 9.9404e-02 eta: 1 day, 11:47:16 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.8877 2022/12/06 12:56:48 - mmengine - INFO - Epoch(train) [10][4300/5005] lr: 9.9402e-02 eta: 1 day, 11:47:04 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.5251 2022/12/06 12:57:02 - mmengine - INFO - Epoch(train) [10][4400/5005] lr: 9.9399e-02 eta: 1 day, 11:46:50 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 4.0953 2022/12/06 12:57:15 - mmengine - INFO - Epoch(train) [10][4500/5005] lr: 9.9397e-02 eta: 1 day, 11:46:36 time: 0.1350 data_time: 0.0012 memory: 4390 loss: 3.7052 2022/12/06 12:57:29 - mmengine - INFO - Epoch(train) [10][4600/5005] lr: 9.9394e-02 eta: 1 day, 11:46:23 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.9487 2022/12/06 12:57:43 - mmengine - INFO - Epoch(train) [10][4700/5005] lr: 9.9392e-02 eta: 1 day, 11:46:10 time: 0.1397 data_time: 0.0010 memory: 4390 loss: 3.8254 2022/12/06 12:57:56 - mmengine - INFO - Epoch(train) [10][4800/5005] lr: 9.9389e-02 eta: 1 day, 11:45:56 time: 0.1348 data_time: 0.0012 memory: 4390 loss: 3.3937 2022/12/06 12:58:10 - mmengine - INFO - Epoch(train) [10][4900/5005] lr: 9.9387e-02 eta: 1 day, 11:45:43 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 4.1012 2022/12/06 12:58:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:58:23 - mmengine - INFO - Epoch(train) [10][5000/5005] lr: 9.9385e-02 eta: 1 day, 11:45:32 time: 0.1363 data_time: 0.0015 memory: 4390 loss: 3.7758 2022/12/06 12:58:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 12:58:24 - mmengine - INFO - Saving checkpoint at 10 epochs 2022/12/06 12:58:34 - mmengine - INFO - Epoch(val) [10][100/196] eta: 0:00:07 time: 0.0737 data_time: 0.0435 memory: 4390 2022/12/06 12:58:53 - mmengine - INFO - Epoch(val) [10][196/196] accuracy/top1: 53.9200 accuracy/top5: 78.9820 2022/12/06 12:59:07 - mmengine - INFO - Epoch(train) [11][ 100/5005] lr: 9.9382e-02 eta: 1 day, 11:45:28 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.9020 2022/12/06 12:59:21 - mmengine - INFO - Epoch(train) [11][ 200/5005] lr: 9.9380e-02 eta: 1 day, 11:45:16 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 4.1441 2022/12/06 12:59:34 - mmengine - INFO - Epoch(train) [11][ 300/5005] lr: 9.9377e-02 eta: 1 day, 11:45:03 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.5430 2022/12/06 12:59:48 - mmengine - INFO - Epoch(train) [11][ 400/5005] lr: 9.9375e-02 eta: 1 day, 11:44:49 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.7770 2022/12/06 13:00:01 - mmengine - INFO - Epoch(train) [11][ 500/5005] lr: 9.9372e-02 eta: 1 day, 11:44:35 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.2565 2022/12/06 13:00:15 - mmengine - INFO - Epoch(train) [11][ 600/5005] lr: 9.9370e-02 eta: 1 day, 11:44:20 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 3.7394 2022/12/06 13:00:28 - mmengine - INFO - Epoch(train) [11][ 700/5005] lr: 9.9367e-02 eta: 1 day, 11:44:06 time: 0.1349 data_time: 0.0012 memory: 4390 loss: 3.7488 2022/12/06 13:00:42 - mmengine - INFO - Epoch(train) [11][ 800/5005] lr: 9.9365e-02 eta: 1 day, 11:43:51 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 4.4368 2022/12/06 13:00:56 - mmengine - INFO - Epoch(train) [11][ 900/5005] lr: 9.9362e-02 eta: 1 day, 11:43:40 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 4.0471 2022/12/06 13:01:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:01:09 - mmengine - INFO - Epoch(train) [11][1000/5005] lr: 9.9360e-02 eta: 1 day, 11:43:25 time: 0.1346 data_time: 0.0012 memory: 4390 loss: 4.0586 2022/12/06 13:01:23 - mmengine - INFO - Epoch(train) [11][1100/5005] lr: 9.9357e-02 eta: 1 day, 11:43:13 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.7351 2022/12/06 13:01:36 - mmengine - INFO - Epoch(train) [11][1200/5005] lr: 9.9355e-02 eta: 1 day, 11:42:58 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.3765 2022/12/06 13:01:50 - mmengine - INFO - Epoch(train) [11][1300/5005] lr: 9.9352e-02 eta: 1 day, 11:42:46 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.0664 2022/12/06 13:02:03 - mmengine - INFO - Epoch(train) [11][1400/5005] lr: 9.9350e-02 eta: 1 day, 11:42:31 time: 0.1349 data_time: 0.0009 memory: 4390 loss: 3.3753 2022/12/06 13:02:17 - mmengine - INFO - Epoch(train) [11][1500/5005] lr: 9.9347e-02 eta: 1 day, 11:42:16 time: 0.1348 data_time: 0.0012 memory: 4390 loss: 3.4751 2022/12/06 13:02:30 - mmengine - INFO - Epoch(train) [11][1600/5005] lr: 9.9345e-02 eta: 1 day, 11:42:05 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 3.6524 2022/12/06 13:02:44 - mmengine - INFO - Epoch(train) [11][1700/5005] lr: 9.9342e-02 eta: 1 day, 11:41:52 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.3031 2022/12/06 13:02:57 - mmengine - INFO - Epoch(train) [11][1800/5005] lr: 9.9339e-02 eta: 1 day, 11:41:38 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 3.7031 2022/12/06 13:03:11 - mmengine - INFO - Epoch(train) [11][1900/5005] lr: 9.9337e-02 eta: 1 day, 11:41:25 time: 0.1421 data_time: 0.0011 memory: 4390 loss: 4.3494 2022/12/06 13:03:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:03:25 - mmengine - INFO - Epoch(train) [11][2000/5005] lr: 9.9334e-02 eta: 1 day, 11:41:12 time: 0.1451 data_time: 0.0011 memory: 4390 loss: 3.7672 2022/12/06 13:03:38 - mmengine - INFO - Epoch(train) [11][2100/5005] lr: 9.9332e-02 eta: 1 day, 11:40:57 time: 0.1346 data_time: 0.0013 memory: 4390 loss: 3.6498 2022/12/06 13:03:52 - mmengine - INFO - Epoch(train) [11][2200/5005] lr: 9.9329e-02 eta: 1 day, 11:40:46 time: 0.1514 data_time: 0.0010 memory: 4390 loss: 3.7997 2022/12/06 13:04:05 - mmengine - INFO - Epoch(train) [11][2300/5005] lr: 9.9327e-02 eta: 1 day, 11:40:31 time: 0.1349 data_time: 0.0012 memory: 4390 loss: 3.9172 2022/12/06 13:04:19 - mmengine - INFO - Epoch(train) [11][2400/5005] lr: 9.9324e-02 eta: 1 day, 11:40:16 time: 0.1345 data_time: 0.0012 memory: 4390 loss: 4.2012 2022/12/06 13:04:32 - mmengine - INFO - Epoch(train) [11][2500/5005] lr: 9.9322e-02 eta: 1 day, 11:40:04 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.9173 2022/12/06 13:04:46 - mmengine - INFO - Epoch(train) [11][2600/5005] lr: 9.9319e-02 eta: 1 day, 11:39:50 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 4.1398 2022/12/06 13:04:59 - mmengine - INFO - Epoch(train) [11][2700/5005] lr: 9.9316e-02 eta: 1 day, 11:39:36 time: 0.1347 data_time: 0.0012 memory: 4390 loss: 3.5975 2022/12/06 13:05:13 - mmengine - INFO - Epoch(train) [11][2800/5005] lr: 9.9314e-02 eta: 1 day, 11:39:21 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 3.9132 2022/12/06 13:05:26 - mmengine - INFO - Epoch(train) [11][2900/5005] lr: 9.9311e-02 eta: 1 day, 11:39:08 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.4781 2022/12/06 13:05:33 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:05:40 - mmengine - INFO - Epoch(train) [11][3000/5005] lr: 9.9309e-02 eta: 1 day, 11:38:53 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 4.0670 2022/12/06 13:05:53 - mmengine - INFO - Epoch(train) [11][3100/5005] lr: 9.9306e-02 eta: 1 day, 11:38:39 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 4.0314 2022/12/06 13:06:07 - mmengine - INFO - Epoch(train) [11][3200/5005] lr: 9.9303e-02 eta: 1 day, 11:38:25 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 4.0281 2022/12/06 13:06:20 - mmengine - INFO - Epoch(train) [11][3300/5005] lr: 9.9301e-02 eta: 1 day, 11:38:10 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.9301 2022/12/06 13:06:34 - mmengine - INFO - Epoch(train) [11][3400/5005] lr: 9.9298e-02 eta: 1 day, 11:37:56 time: 0.1347 data_time: 0.0012 memory: 4390 loss: 3.6704 2022/12/06 13:06:48 - mmengine - INFO - Epoch(train) [11][3500/5005] lr: 9.9296e-02 eta: 1 day, 11:37:42 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 4.1001 2022/12/06 13:07:01 - mmengine - INFO - Epoch(train) [11][3600/5005] lr: 9.9293e-02 eta: 1 day, 11:37:32 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.5580 2022/12/06 13:07:15 - mmengine - INFO - Epoch(train) [11][3700/5005] lr: 9.9290e-02 eta: 1 day, 11:37:17 time: 0.1346 data_time: 0.0009 memory: 4390 loss: 3.9295 2022/12/06 13:07:28 - mmengine - INFO - Epoch(train) [11][3800/5005] lr: 9.9288e-02 eta: 1 day, 11:37:04 time: 0.1347 data_time: 0.0012 memory: 4390 loss: 4.0463 2022/12/06 13:07:42 - mmengine - INFO - Epoch(train) [11][3900/5005] lr: 9.9285e-02 eta: 1 day, 11:36:52 time: 0.1346 data_time: 0.0012 memory: 4390 loss: 4.1081 2022/12/06 13:07:49 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:07:55 - mmengine - INFO - Epoch(train) [11][4000/5005] lr: 9.9282e-02 eta: 1 day, 11:36:38 time: 0.1346 data_time: 0.0012 memory: 4390 loss: 3.8374 2022/12/06 13:08:09 - mmengine - INFO - Epoch(train) [11][4100/5005] lr: 9.9280e-02 eta: 1 day, 11:36:23 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 3.9342 2022/12/06 13:08:22 - mmengine - INFO - Epoch(train) [11][4200/5005] lr: 9.9277e-02 eta: 1 day, 11:36:09 time: 0.1347 data_time: 0.0012 memory: 4390 loss: 4.0763 2022/12/06 13:08:36 - mmengine - INFO - Epoch(train) [11][4300/5005] lr: 9.9274e-02 eta: 1 day, 11:35:56 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 4.2419 2022/12/06 13:08:50 - mmengine - INFO - Epoch(train) [11][4400/5005] lr: 9.9272e-02 eta: 1 day, 11:35:42 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.2274 2022/12/06 13:09:03 - mmengine - INFO - Epoch(train) [11][4500/5005] lr: 9.9269e-02 eta: 1 day, 11:35:28 time: 0.1348 data_time: 0.0012 memory: 4390 loss: 3.7432 2022/12/06 13:09:17 - mmengine - INFO - Epoch(train) [11][4600/5005] lr: 9.9266e-02 eta: 1 day, 11:35:14 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 4.1440 2022/12/06 13:09:30 - mmengine - INFO - Epoch(train) [11][4700/5005] lr: 9.9264e-02 eta: 1 day, 11:35:02 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.7766 2022/12/06 13:09:44 - mmengine - INFO - Epoch(train) [11][4800/5005] lr: 9.9261e-02 eta: 1 day, 11:34:48 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.4224 2022/12/06 13:09:57 - mmengine - INFO - Epoch(train) [11][4900/5005] lr: 9.9258e-02 eta: 1 day, 11:34:34 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 4.1262 2022/12/06 13:10:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:10:11 - mmengine - INFO - Epoch(train) [11][5000/5005] lr: 9.9256e-02 eta: 1 day, 11:34:22 time: 0.1358 data_time: 0.0022 memory: 4390 loss: 3.8528 2022/12/06 13:10:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:10:11 - mmengine - INFO - Saving checkpoint at 11 epochs 2022/12/06 13:10:21 - mmengine - INFO - Epoch(val) [11][100/196] eta: 0:00:07 time: 0.0812 data_time: 0.0509 memory: 4390 2022/12/06 13:10:40 - mmengine - INFO - Epoch(val) [11][196/196] accuracy/top1: 55.7160 accuracy/top5: 80.2640 2022/12/06 13:10:54 - mmengine - INFO - Epoch(train) [12][ 100/5005] lr: 9.9253e-02 eta: 1 day, 11:34:14 time: 0.1342 data_time: 0.0011 memory: 4390 loss: 3.8336 2022/12/06 13:11:08 - mmengine - INFO - Epoch(train) [12][ 200/5005] lr: 9.9250e-02 eta: 1 day, 11:34:02 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 4.2540 2022/12/06 13:11:21 - mmengine - INFO - Epoch(train) [12][ 300/5005] lr: 9.9247e-02 eta: 1 day, 11:33:47 time: 0.1348 data_time: 0.0012 memory: 4390 loss: 3.7527 2022/12/06 13:11:35 - mmengine - INFO - Epoch(train) [12][ 400/5005] lr: 9.9245e-02 eta: 1 day, 11:33:33 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 3.8568 2022/12/06 13:11:48 - mmengine - INFO - Epoch(train) [12][ 500/5005] lr: 9.9242e-02 eta: 1 day, 11:33:19 time: 0.1348 data_time: 0.0012 memory: 4390 loss: 3.6072 2022/12/06 13:12:02 - mmengine - INFO - Epoch(train) [12][ 600/5005] lr: 9.9239e-02 eta: 1 day, 11:33:04 time: 0.1346 data_time: 0.0012 memory: 4390 loss: 4.4384 2022/12/06 13:12:15 - mmengine - INFO - Epoch(train) [12][ 700/5005] lr: 9.9236e-02 eta: 1 day, 11:32:51 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 4.1718 2022/12/06 13:12:29 - mmengine - INFO - Epoch(train) [12][ 800/5005] lr: 9.9234e-02 eta: 1 day, 11:32:37 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 4.0359 2022/12/06 13:12:42 - mmengine - INFO - Epoch(train) [12][ 900/5005] lr: 9.9231e-02 eta: 1 day, 11:32:23 time: 0.1361 data_time: 0.0011 memory: 4390 loss: 3.9613 2022/12/06 13:12:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:12:56 - mmengine - INFO - Epoch(train) [12][1000/5005] lr: 9.9228e-02 eta: 1 day, 11:32:09 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 3.6060 2022/12/06 13:13:09 - mmengine - INFO - Epoch(train) [12][1100/5005] lr: 9.9226e-02 eta: 1 day, 11:31:54 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 3.5535 2022/12/06 13:13:23 - mmengine - INFO - Epoch(train) [12][1200/5005] lr: 9.9223e-02 eta: 1 day, 11:31:40 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 3.9788 2022/12/06 13:13:36 - mmengine - INFO - Epoch(train) [12][1300/5005] lr: 9.9220e-02 eta: 1 day, 11:31:26 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.4868 2022/12/06 13:13:50 - mmengine - INFO - Epoch(train) [12][1400/5005] lr: 9.9217e-02 eta: 1 day, 11:31:12 time: 0.1347 data_time: 0.0012 memory: 4390 loss: 3.7164 2022/12/06 13:14:04 - mmengine - INFO - Epoch(train) [12][1500/5005] lr: 9.9214e-02 eta: 1 day, 11:31:02 time: 0.1455 data_time: 0.0012 memory: 4390 loss: 3.9303 2022/12/06 13:14:17 - mmengine - INFO - Epoch(train) [12][1600/5005] lr: 9.9212e-02 eta: 1 day, 11:30:49 time: 0.1343 data_time: 0.0011 memory: 4390 loss: 4.0664 2022/12/06 13:14:31 - mmengine - INFO - Epoch(train) [12][1700/5005] lr: 9.9209e-02 eta: 1 day, 11:30:36 time: 0.1435 data_time: 0.0010 memory: 4390 loss: 3.4513 2022/12/06 13:14:44 - mmengine - INFO - Epoch(train) [12][1800/5005] lr: 9.9206e-02 eta: 1 day, 11:30:25 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 3.8349 2022/12/06 13:14:58 - mmengine - INFO - Epoch(train) [12][1900/5005] lr: 9.9203e-02 eta: 1 day, 11:30:10 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.9002 2022/12/06 13:15:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:15:11 - mmengine - INFO - Epoch(train) [12][2000/5005] lr: 9.9201e-02 eta: 1 day, 11:29:56 time: 0.1345 data_time: 0.0011 memory: 4390 loss: 3.8307 2022/12/06 13:15:25 - mmengine - INFO - Epoch(train) [12][2100/5005] lr: 9.9198e-02 eta: 1 day, 11:29:42 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 4.2375 2022/12/06 13:15:38 - mmengine - INFO - Epoch(train) [12][2200/5005] lr: 9.9195e-02 eta: 1 day, 11:29:28 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 4.0031 2022/12/06 13:15:52 - mmengine - INFO - Epoch(train) [12][2300/5005] lr: 9.9192e-02 eta: 1 day, 11:29:13 time: 0.1346 data_time: 0.0012 memory: 4390 loss: 4.1373 2022/12/06 13:16:05 - mmengine - INFO - Epoch(train) [12][2400/5005] lr: 9.9189e-02 eta: 1 day, 11:28:58 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 3.6092 2022/12/06 13:16:19 - mmengine - INFO - Epoch(train) [12][2500/5005] lr: 9.9187e-02 eta: 1 day, 11:28:43 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.9225 2022/12/06 13:16:32 - mmengine - INFO - Epoch(train) [12][2600/5005] lr: 9.9184e-02 eta: 1 day, 11:28:28 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 4.0081 2022/12/06 13:16:46 - mmengine - INFO - Epoch(train) [12][2700/5005] lr: 9.9181e-02 eta: 1 day, 11:28:15 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 3.4086 2022/12/06 13:16:59 - mmengine - INFO - Epoch(train) [12][2800/5005] lr: 9.9178e-02 eta: 1 day, 11:28:01 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 3.6335 2022/12/06 13:17:13 - mmengine - INFO - Epoch(train) [12][2900/5005] lr: 9.9175e-02 eta: 1 day, 11:27:50 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.4600 2022/12/06 13:17:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:17:27 - mmengine - INFO - Epoch(train) [12][3000/5005] lr: 9.9172e-02 eta: 1 day, 11:27:36 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 4.1525 2022/12/06 13:17:40 - mmengine - INFO - Epoch(train) [12][3100/5005] lr: 9.9170e-02 eta: 1 day, 11:27:24 time: 0.1346 data_time: 0.0012 memory: 4390 loss: 3.6403 2022/12/06 13:17:54 - mmengine - INFO - Epoch(train) [12][3200/5005] lr: 9.9167e-02 eta: 1 day, 11:27:09 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 4.0999 2022/12/06 13:18:07 - mmengine - INFO - Epoch(train) [12][3300/5005] lr: 9.9164e-02 eta: 1 day, 11:26:55 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 3.6474 2022/12/06 13:18:21 - mmengine - INFO - Epoch(train) [12][3400/5005] lr: 9.9161e-02 eta: 1 day, 11:26:40 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.1361 2022/12/06 13:18:34 - mmengine - INFO - Epoch(train) [12][3500/5005] lr: 9.9158e-02 eta: 1 day, 11:26:29 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.8947 2022/12/06 13:18:48 - mmengine - INFO - Epoch(train) [12][3600/5005] lr: 9.9155e-02 eta: 1 day, 11:26:14 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.8105 2022/12/06 13:19:01 - mmengine - INFO - Epoch(train) [12][3700/5005] lr: 9.9152e-02 eta: 1 day, 11:25:59 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.8796 2022/12/06 13:19:15 - mmengine - INFO - Epoch(train) [12][3800/5005] lr: 9.9149e-02 eta: 1 day, 11:25:45 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 3.4945 2022/12/06 13:19:28 - mmengine - INFO - Epoch(train) [12][3900/5005] lr: 9.9147e-02 eta: 1 day, 11:25:33 time: 0.1432 data_time: 0.0011 memory: 4390 loss: 4.2565 2022/12/06 13:19:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:19:42 - mmengine - INFO - Epoch(train) [12][4000/5005] lr: 9.9144e-02 eta: 1 day, 11:25:19 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.7945 2022/12/06 13:19:55 - mmengine - INFO - Epoch(train) [12][4100/5005] lr: 9.9141e-02 eta: 1 day, 11:25:05 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.9607 2022/12/06 13:20:09 - mmengine - INFO - Epoch(train) [12][4200/5005] lr: 9.9138e-02 eta: 1 day, 11:24:51 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 3.9586 2022/12/06 13:20:22 - mmengine - INFO - Epoch(train) [12][4300/5005] lr: 9.9135e-02 eta: 1 day, 11:24:37 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 3.7946 2022/12/06 13:20:36 - mmengine - INFO - Epoch(train) [12][4400/5005] lr: 9.9132e-02 eta: 1 day, 11:24:22 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 3.7555 2022/12/06 13:20:49 - mmengine - INFO - Epoch(train) [12][4500/5005] lr: 9.9129e-02 eta: 1 day, 11:24:07 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 4.6530 2022/12/06 13:21:03 - mmengine - INFO - Epoch(train) [12][4600/5005] lr: 9.9126e-02 eta: 1 day, 11:23:53 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 4.2194 2022/12/06 13:21:16 - mmengine - INFO - Epoch(train) [12][4700/5005] lr: 9.9123e-02 eta: 1 day, 11:23:39 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.4677 2022/12/06 13:21:30 - mmengine - INFO - Epoch(train) [12][4800/5005] lr: 9.9120e-02 eta: 1 day, 11:23:26 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 3.8471 2022/12/06 13:21:44 - mmengine - INFO - Epoch(train) [12][4900/5005] lr: 9.9117e-02 eta: 1 day, 11:23:11 time: 0.1344 data_time: 0.0011 memory: 4390 loss: 3.8471 2022/12/06 13:21:50 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:21:57 - mmengine - INFO - Epoch(train) [12][5000/5005] lr: 9.9115e-02 eta: 1 day, 11:22:57 time: 0.1357 data_time: 0.0020 memory: 4390 loss: 4.0648 2022/12/06 13:21:58 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:21:58 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/12/06 13:22:08 - mmengine - INFO - Epoch(val) [12][100/196] eta: 0:00:07 time: 0.0728 data_time: 0.0431 memory: 4390 2022/12/06 13:22:26 - mmengine - INFO - Epoch(val) [12][196/196] accuracy/top1: 56.1360 accuracy/top5: 80.8420 2022/12/06 13:22:41 - mmengine - INFO - Epoch(train) [13][ 100/5005] lr: 9.9111e-02 eta: 1 day, 11:22:52 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.5194 2022/12/06 13:22:54 - mmengine - INFO - Epoch(train) [13][ 200/5005] lr: 9.9109e-02 eta: 1 day, 11:22:39 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.9117 2022/12/06 13:23:08 - mmengine - INFO - Epoch(train) [13][ 300/5005] lr: 9.9106e-02 eta: 1 day, 11:22:25 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 4.1565 2022/12/06 13:23:21 - mmengine - INFO - Epoch(train) [13][ 400/5005] lr: 9.9103e-02 eta: 1 day, 11:22:11 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.2380 2022/12/06 13:23:35 - mmengine - INFO - Epoch(train) [13][ 500/5005] lr: 9.9100e-02 eta: 1 day, 11:21:57 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.7263 2022/12/06 13:23:48 - mmengine - INFO - Epoch(train) [13][ 600/5005] lr: 9.9097e-02 eta: 1 day, 11:21:44 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.3989 2022/12/06 13:24:02 - mmengine - INFO - Epoch(train) [13][ 700/5005] lr: 9.9094e-02 eta: 1 day, 11:21:30 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.5088 2022/12/06 13:24:15 - mmengine - INFO - Epoch(train) [13][ 800/5005] lr: 9.9091e-02 eta: 1 day, 11:21:16 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.5512 2022/12/06 13:24:29 - mmengine - INFO - Epoch(train) [13][ 900/5005] lr: 9.9088e-02 eta: 1 day, 11:21:01 time: 0.1344 data_time: 0.0011 memory: 4390 loss: 3.4324 2022/12/06 13:24:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:24:42 - mmengine - INFO - Epoch(train) [13][1000/5005] lr: 9.9085e-02 eta: 1 day, 11:20:48 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 3.7798 2022/12/06 13:24:56 - mmengine - INFO - Epoch(train) [13][1100/5005] lr: 9.9082e-02 eta: 1 day, 11:20:35 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 3.8672 2022/12/06 13:25:09 - mmengine - INFO - Epoch(train) [13][1200/5005] lr: 9.9079e-02 eta: 1 day, 11:20:20 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 3.7869 2022/12/06 13:25:23 - mmengine - INFO - Epoch(train) [13][1300/5005] lr: 9.9076e-02 eta: 1 day, 11:20:05 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.9987 2022/12/06 13:25:36 - mmengine - INFO - Epoch(train) [13][1400/5005] lr: 9.9073e-02 eta: 1 day, 11:19:51 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.8269 2022/12/06 13:25:50 - mmengine - INFO - Epoch(train) [13][1500/5005] lr: 9.9070e-02 eta: 1 day, 11:19:37 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.6542 2022/12/06 13:26:04 - mmengine - INFO - Epoch(train) [13][1600/5005] lr: 9.9067e-02 eta: 1 day, 11:19:25 time: 0.1450 data_time: 0.0010 memory: 4390 loss: 3.5622 2022/12/06 13:26:17 - mmengine - INFO - Epoch(train) [13][1700/5005] lr: 9.9064e-02 eta: 1 day, 11:19:11 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.5932 2022/12/06 13:26:31 - mmengine - INFO - Epoch(train) [13][1800/5005] lr: 9.9061e-02 eta: 1 day, 11:18:57 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.4148 2022/12/06 13:26:44 - mmengine - INFO - Epoch(train) [13][1900/5005] lr: 9.9058e-02 eta: 1 day, 11:18:43 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 4.1688 2022/12/06 13:26:49 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:26:58 - mmengine - INFO - Epoch(train) [13][2000/5005] lr: 9.9055e-02 eta: 1 day, 11:18:31 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 4.1562 2022/12/06 13:27:11 - mmengine - INFO - Epoch(train) [13][2100/5005] lr: 9.9052e-02 eta: 1 day, 11:18:18 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 4.0439 2022/12/06 13:27:25 - mmengine - INFO - Epoch(train) [13][2200/5005] lr: 9.9049e-02 eta: 1 day, 11:18:05 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 4.0145 2022/12/06 13:27:39 - mmengine - INFO - Epoch(train) [13][2300/5005] lr: 9.9045e-02 eta: 1 day, 11:17:53 time: 0.1424 data_time: 0.0010 memory: 4390 loss: 3.9581 2022/12/06 13:27:52 - mmengine - INFO - Epoch(train) [13][2400/5005] lr: 9.9042e-02 eta: 1 day, 11:17:39 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.7969 2022/12/06 13:28:06 - mmengine - INFO - Epoch(train) [13][2500/5005] lr: 9.9039e-02 eta: 1 day, 11:17:25 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.6091 2022/12/06 13:28:19 - mmengine - INFO - Epoch(train) [13][2600/5005] lr: 9.9036e-02 eta: 1 day, 11:17:11 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.8316 2022/12/06 13:28:33 - mmengine - INFO - Epoch(train) [13][2700/5005] lr: 9.9033e-02 eta: 1 day, 11:16:56 time: 0.1348 data_time: 0.0012 memory: 4390 loss: 3.5157 2022/12/06 13:28:46 - mmengine - INFO - Epoch(train) [13][2800/5005] lr: 9.9030e-02 eta: 1 day, 11:16:45 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 4.0131 2022/12/06 13:29:00 - mmengine - INFO - Epoch(train) [13][2900/5005] lr: 9.9027e-02 eta: 1 day, 11:16:30 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.8390 2022/12/06 13:29:05 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:29:13 - mmengine - INFO - Epoch(train) [13][3000/5005] lr: 9.9024e-02 eta: 1 day, 11:16:16 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 3.5169 2022/12/06 13:29:27 - mmengine - INFO - Epoch(train) [13][3100/5005] lr: 9.9021e-02 eta: 1 day, 11:16:03 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.9969 2022/12/06 13:29:40 - mmengine - INFO - Epoch(train) [13][3200/5005] lr: 9.9018e-02 eta: 1 day, 11:15:49 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 3.5660 2022/12/06 13:29:54 - mmengine - INFO - Epoch(train) [13][3300/5005] lr: 9.9015e-02 eta: 1 day, 11:15:35 time: 0.1348 data_time: 0.0012 memory: 4390 loss: 3.5774 2022/12/06 13:30:07 - mmengine - INFO - Epoch(train) [13][3400/5005] lr: 9.9012e-02 eta: 1 day, 11:15:22 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.8227 2022/12/06 13:30:21 - mmengine - INFO - Epoch(train) [13][3500/5005] lr: 9.9009e-02 eta: 1 day, 11:15:08 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 3.6333 2022/12/06 13:30:35 - mmengine - INFO - Epoch(train) [13][3600/5005] lr: 9.9005e-02 eta: 1 day, 11:14:55 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 4.2617 2022/12/06 13:30:48 - mmengine - INFO - Epoch(train) [13][3700/5005] lr: 9.9002e-02 eta: 1 day, 11:14:41 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 4.0280 2022/12/06 13:31:02 - mmengine - INFO - Epoch(train) [13][3800/5005] lr: 9.8999e-02 eta: 1 day, 11:14:28 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 4.1408 2022/12/06 13:31:15 - mmengine - INFO - Epoch(train) [13][3900/5005] lr: 9.8996e-02 eta: 1 day, 11:14:15 time: 0.1426 data_time: 0.0010 memory: 4390 loss: 3.5438 2022/12/06 13:31:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:31:29 - mmengine - INFO - Epoch(train) [13][4000/5005] lr: 9.8993e-02 eta: 1 day, 11:14:01 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.9215 2022/12/06 13:31:42 - mmengine - INFO - Epoch(train) [13][4100/5005] lr: 9.8990e-02 eta: 1 day, 11:13:47 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.7702 2022/12/06 13:31:56 - mmengine - INFO - Epoch(train) [13][4200/5005] lr: 9.8987e-02 eta: 1 day, 11:13:36 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 4.1620 2022/12/06 13:32:09 - mmengine - INFO - Epoch(train) [13][4300/5005] lr: 9.8983e-02 eta: 1 day, 11:13:22 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.8776 2022/12/06 13:32:23 - mmengine - INFO - Epoch(train) [13][4400/5005] lr: 9.8980e-02 eta: 1 day, 11:13:08 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.8929 2022/12/06 13:32:37 - mmengine - INFO - Epoch(train) [13][4500/5005] lr: 9.8977e-02 eta: 1 day, 11:12:58 time: 0.1443 data_time: 0.0010 memory: 4390 loss: 4.0228 2022/12/06 13:32:50 - mmengine - INFO - Epoch(train) [13][4600/5005] lr: 9.8974e-02 eta: 1 day, 11:12:44 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.5175 2022/12/06 13:33:04 - mmengine - INFO - Epoch(train) [13][4700/5005] lr: 9.8971e-02 eta: 1 day, 11:12:29 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 3.4639 2022/12/06 13:33:17 - mmengine - INFO - Epoch(train) [13][4800/5005] lr: 9.8968e-02 eta: 1 day, 11:12:15 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 3.7339 2022/12/06 13:33:31 - mmengine - INFO - Epoch(train) [13][4900/5005] lr: 9.8965e-02 eta: 1 day, 11:12:00 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.6088 2022/12/06 13:33:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:33:44 - mmengine - INFO - Epoch(train) [13][5000/5005] lr: 9.8961e-02 eta: 1 day, 11:11:48 time: 0.1360 data_time: 0.0020 memory: 4390 loss: 3.8997 2022/12/06 13:33:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:33:45 - mmengine - INFO - Saving checkpoint at 13 epochs 2022/12/06 13:33:55 - mmengine - INFO - Epoch(val) [13][100/196] eta: 0:00:07 time: 0.0751 data_time: 0.0446 memory: 4390 2022/12/06 13:34:14 - mmengine - INFO - Epoch(val) [13][196/196] accuracy/top1: 55.3380 accuracy/top5: 80.1500 2022/12/06 13:34:28 - mmengine - INFO - Epoch(train) [14][ 100/5005] lr: 9.8958e-02 eta: 1 day, 11:11:42 time: 0.1361 data_time: 0.0011 memory: 4391 loss: 4.2427 2022/12/06 13:34:42 - mmengine - INFO - Epoch(train) [14][ 200/5005] lr: 9.8955e-02 eta: 1 day, 11:11:29 time: 0.1396 data_time: 0.0010 memory: 4390 loss: 3.7169 2022/12/06 13:34:55 - mmengine - INFO - Epoch(train) [14][ 300/5005] lr: 9.8952e-02 eta: 1 day, 11:11:15 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.4506 2022/12/06 13:35:09 - mmengine - INFO - Epoch(train) [14][ 400/5005] lr: 9.8948e-02 eta: 1 day, 11:11:02 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.6465 2022/12/06 13:35:23 - mmengine - INFO - Epoch(train) [14][ 500/5005] lr: 9.8945e-02 eta: 1 day, 11:10:52 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 3.5503 2022/12/06 13:35:36 - mmengine - INFO - Epoch(train) [14][ 600/5005] lr: 9.8942e-02 eta: 1 day, 11:10:39 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.5365 2022/12/06 13:35:50 - mmengine - INFO - Epoch(train) [14][ 700/5005] lr: 9.8939e-02 eta: 1 day, 11:10:25 time: 0.1343 data_time: 0.0011 memory: 4390 loss: 3.9882 2022/12/06 13:36:03 - mmengine - INFO - Epoch(train) [14][ 800/5005] lr: 9.8936e-02 eta: 1 day, 11:10:10 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 3.3396 2022/12/06 13:36:17 - mmengine - INFO - Epoch(train) [14][ 900/5005] lr: 9.8932e-02 eta: 1 day, 11:09:56 time: 0.1347 data_time: 0.0012 memory: 4390 loss: 3.8107 2022/12/06 13:36:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:36:30 - mmengine - INFO - Epoch(train) [14][1000/5005] lr: 9.8929e-02 eta: 1 day, 11:09:43 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 4.2447 2022/12/06 13:36:44 - mmengine - INFO - Epoch(train) [14][1100/5005] lr: 9.8926e-02 eta: 1 day, 11:09:29 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.7287 2022/12/06 13:36:57 - mmengine - INFO - Epoch(train) [14][1200/5005] lr: 9.8923e-02 eta: 1 day, 11:09:15 time: 0.1347 data_time: 0.0012 memory: 4390 loss: 3.7525 2022/12/06 13:37:11 - mmengine - INFO - Epoch(train) [14][1300/5005] lr: 9.8919e-02 eta: 1 day, 11:09:01 time: 0.1347 data_time: 0.0012 memory: 4390 loss: 3.7030 2022/12/06 13:37:24 - mmengine - INFO - Epoch(train) [14][1400/5005] lr: 9.8916e-02 eta: 1 day, 11:08:47 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.7531 2022/12/06 13:37:38 - mmengine - INFO - Epoch(train) [14][1500/5005] lr: 9.8913e-02 eta: 1 day, 11:08:34 time: 0.1349 data_time: 0.0012 memory: 4390 loss: 3.8749 2022/12/06 13:37:52 - mmengine - INFO - Epoch(train) [14][1600/5005] lr: 9.8910e-02 eta: 1 day, 11:08:19 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 3.6815 2022/12/06 13:38:05 - mmengine - INFO - Epoch(train) [14][1700/5005] lr: 9.8906e-02 eta: 1 day, 11:08:05 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 4.0139 2022/12/06 13:38:19 - mmengine - INFO - Epoch(train) [14][1800/5005] lr: 9.8903e-02 eta: 1 day, 11:07:51 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 3.7005 2022/12/06 13:38:32 - mmengine - INFO - Epoch(train) [14][1900/5005] lr: 9.8900e-02 eta: 1 day, 11:07:37 time: 0.1348 data_time: 0.0013 memory: 4390 loss: 3.9230 2022/12/06 13:38:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:38:46 - mmengine - INFO - Epoch(train) [14][2000/5005] lr: 9.8897e-02 eta: 1 day, 11:07:26 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 3.8208 2022/12/06 13:38:59 - mmengine - INFO - Epoch(train) [14][2100/5005] lr: 9.8893e-02 eta: 1 day, 11:07:12 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 4.0118 2022/12/06 13:39:13 - mmengine - INFO - Epoch(train) [14][2200/5005] lr: 9.8890e-02 eta: 1 day, 11:06:59 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.6611 2022/12/06 13:39:26 - mmengine - INFO - Epoch(train) [14][2300/5005] lr: 9.8887e-02 eta: 1 day, 11:06:45 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.6676 2022/12/06 13:39:40 - mmengine - INFO - Epoch(train) [14][2400/5005] lr: 9.8883e-02 eta: 1 day, 11:06:32 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.6300 2022/12/06 13:39:53 - mmengine - INFO - Epoch(train) [14][2500/5005] lr: 9.8880e-02 eta: 1 day, 11:06:17 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 4.1835 2022/12/06 13:40:07 - mmengine - INFO - Epoch(train) [14][2600/5005] lr: 9.8877e-02 eta: 1 day, 11:06:05 time: 0.1450 data_time: 0.0010 memory: 4390 loss: 3.6931 2022/12/06 13:40:21 - mmengine - INFO - Epoch(train) [14][2700/5005] lr: 9.8873e-02 eta: 1 day, 11:05:52 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.6351 2022/12/06 13:40:34 - mmengine - INFO - Epoch(train) [14][2800/5005] lr: 9.8870e-02 eta: 1 day, 11:05:38 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.4922 2022/12/06 13:40:48 - mmengine - INFO - Epoch(train) [14][2900/5005] lr: 9.8867e-02 eta: 1 day, 11:05:24 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.2461 2022/12/06 13:40:52 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:41:01 - mmengine - INFO - Epoch(train) [14][3000/5005] lr: 9.8864e-02 eta: 1 day, 11:05:10 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.6583 2022/12/06 13:41:15 - mmengine - INFO - Epoch(train) [14][3100/5005] lr: 9.8860e-02 eta: 1 day, 11:04:56 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.7202 2022/12/06 13:41:28 - mmengine - INFO - Epoch(train) [14][3200/5005] lr: 9.8857e-02 eta: 1 day, 11:04:42 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.6461 2022/12/06 13:41:42 - mmengine - INFO - Epoch(train) [14][3300/5005] lr: 9.8854e-02 eta: 1 day, 11:04:29 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.4917 2022/12/06 13:41:55 - mmengine - INFO - Epoch(train) [14][3400/5005] lr: 9.8850e-02 eta: 1 day, 11:04:15 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 4.1260 2022/12/06 13:42:09 - mmengine - INFO - Epoch(train) [14][3500/5005] lr: 9.8847e-02 eta: 1 day, 11:04:00 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.8394 2022/12/06 13:42:22 - mmengine - INFO - Epoch(train) [14][3600/5005] lr: 9.8843e-02 eta: 1 day, 11:03:46 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 4.2130 2022/12/06 13:42:36 - mmengine - INFO - Epoch(train) [14][3700/5005] lr: 9.8840e-02 eta: 1 day, 11:03:33 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.5423 2022/12/06 13:42:49 - mmengine - INFO - Epoch(train) [14][3800/5005] lr: 9.8837e-02 eta: 1 day, 11:03:19 time: 0.1349 data_time: 0.0012 memory: 4390 loss: 3.8244 2022/12/06 13:43:03 - mmengine - INFO - Epoch(train) [14][3900/5005] lr: 9.8833e-02 eta: 1 day, 11:03:07 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.3954 2022/12/06 13:43:08 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:43:17 - mmengine - INFO - Epoch(train) [14][4000/5005] lr: 9.8830e-02 eta: 1 day, 11:02:53 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 3.8357 2022/12/06 13:43:30 - mmengine - INFO - Epoch(train) [14][4100/5005] lr: 9.8827e-02 eta: 1 day, 11:02:40 time: 0.1403 data_time: 0.0011 memory: 4390 loss: 3.7454 2022/12/06 13:43:44 - mmengine - INFO - Epoch(train) [14][4200/5005] lr: 9.8823e-02 eta: 1 day, 11:02:26 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.9697 2022/12/06 13:43:57 - mmengine - INFO - Epoch(train) [14][4300/5005] lr: 9.8820e-02 eta: 1 day, 11:02:13 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.9952 2022/12/06 13:44:11 - mmengine - INFO - Epoch(train) [14][4400/5005] lr: 9.8816e-02 eta: 1 day, 11:02:00 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 4.1943 2022/12/06 13:44:24 - mmengine - INFO - Epoch(train) [14][4500/5005] lr: 9.8813e-02 eta: 1 day, 11:01:47 time: 0.1349 data_time: 0.0012 memory: 4390 loss: 3.4319 2022/12/06 13:44:38 - mmengine - INFO - Epoch(train) [14][4600/5005] lr: 9.8810e-02 eta: 1 day, 11:01:33 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.5004 2022/12/06 13:44:52 - mmengine - INFO - Epoch(train) [14][4700/5005] lr: 9.8806e-02 eta: 1 day, 11:01:19 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.9326 2022/12/06 13:45:05 - mmengine - INFO - Epoch(train) [14][4800/5005] lr: 9.8803e-02 eta: 1 day, 11:01:05 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 3.7583 2022/12/06 13:45:19 - mmengine - INFO - Epoch(train) [14][4900/5005] lr: 9.8799e-02 eta: 1 day, 11:00:51 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.7872 2022/12/06 13:45:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:45:32 - mmengine - INFO - Epoch(train) [14][5000/5005] lr: 9.8796e-02 eta: 1 day, 11:00:37 time: 0.1359 data_time: 0.0020 memory: 4390 loss: 3.6834 2022/12/06 13:45:33 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:45:33 - mmengine - INFO - Saving checkpoint at 14 epochs 2022/12/06 13:45:43 - mmengine - INFO - Epoch(val) [14][100/196] eta: 0:00:08 time: 0.0833 data_time: 0.0515 memory: 4390 2022/12/06 13:46:02 - mmengine - INFO - Epoch(val) [14][196/196] accuracy/top1: 56.3500 accuracy/top5: 80.6780 2022/12/06 13:46:16 - mmengine - INFO - Epoch(train) [15][ 100/5005] lr: 9.8792e-02 eta: 1 day, 11:00:29 time: 0.1349 data_time: 0.0012 memory: 4390 loss: 3.5950 2022/12/06 13:46:30 - mmengine - INFO - Epoch(train) [15][ 200/5005] lr: 9.8789e-02 eta: 1 day, 11:00:15 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 3.5103 2022/12/06 13:46:43 - mmengine - INFO - Epoch(train) [15][ 300/5005] lr: 9.8786e-02 eta: 1 day, 11:00:01 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.6702 2022/12/06 13:46:57 - mmengine - INFO - Epoch(train) [15][ 400/5005] lr: 9.8782e-02 eta: 1 day, 10:59:47 time: 0.1350 data_time: 0.0009 memory: 4390 loss: 4.1613 2022/12/06 13:47:10 - mmengine - INFO - Epoch(train) [15][ 500/5005] lr: 9.8779e-02 eta: 1 day, 10:59:33 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.7718 2022/12/06 13:47:24 - mmengine - INFO - Epoch(train) [15][ 600/5005] lr: 9.8775e-02 eta: 1 day, 10:59:20 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 4.2892 2022/12/06 13:47:37 - mmengine - INFO - Epoch(train) [15][ 700/5005] lr: 9.8772e-02 eta: 1 day, 10:59:07 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.9826 2022/12/06 13:47:51 - mmengine - INFO - Epoch(train) [15][ 800/5005] lr: 9.8768e-02 eta: 1 day, 10:58:53 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.1456 2022/12/06 13:48:04 - mmengine - INFO - Epoch(train) [15][ 900/5005] lr: 9.8765e-02 eta: 1 day, 10:58:40 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 3.5607 2022/12/06 13:48:09 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:48:18 - mmengine - INFO - Epoch(train) [15][1000/5005] lr: 9.8761e-02 eta: 1 day, 10:58:28 time: 0.1437 data_time: 0.0010 memory: 4390 loss: 4.2813 2022/12/06 13:48:32 - mmengine - INFO - Epoch(train) [15][1100/5005] lr: 9.8758e-02 eta: 1 day, 10:58:14 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.7067 2022/12/06 13:48:45 - mmengine - INFO - Epoch(train) [15][1200/5005] lr: 9.8754e-02 eta: 1 day, 10:58:00 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.4820 2022/12/06 13:48:59 - mmengine - INFO - Epoch(train) [15][1300/5005] lr: 9.8751e-02 eta: 1 day, 10:57:46 time: 0.1349 data_time: 0.0009 memory: 4390 loss: 4.0515 2022/12/06 13:49:12 - mmengine - INFO - Epoch(train) [15][1400/5005] lr: 9.8747e-02 eta: 1 day, 10:57:32 time: 0.1348 data_time: 0.0009 memory: 4390 loss: 3.3144 2022/12/06 13:49:26 - mmengine - INFO - Epoch(train) [15][1500/5005] lr: 9.8744e-02 eta: 1 day, 10:57:18 time: 0.1350 data_time: 0.0009 memory: 4390 loss: 4.0931 2022/12/06 13:49:39 - mmengine - INFO - Epoch(train) [15][1600/5005] lr: 9.8740e-02 eta: 1 day, 10:57:04 time: 0.1347 data_time: 0.0009 memory: 4390 loss: 3.2628 2022/12/06 13:49:53 - mmengine - INFO - Epoch(train) [15][1700/5005] lr: 9.8737e-02 eta: 1 day, 10:56:50 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 4.1726 2022/12/06 13:50:06 - mmengine - INFO - Epoch(train) [15][1800/5005] lr: 9.8733e-02 eta: 1 day, 10:56:37 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.8630 2022/12/06 13:50:20 - mmengine - INFO - Epoch(train) [15][1900/5005] lr: 9.8730e-02 eta: 1 day, 10:56:23 time: 0.1349 data_time: 0.0009 memory: 4390 loss: 3.7350 2022/12/06 13:50:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:50:33 - mmengine - INFO - Epoch(train) [15][2000/5005] lr: 9.8726e-02 eta: 1 day, 10:56:10 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.8191 2022/12/06 13:50:47 - mmengine - INFO - Epoch(train) [15][2100/5005] lr: 9.8723e-02 eta: 1 day, 10:55:56 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.4865 2022/12/06 13:51:01 - mmengine - INFO - Epoch(train) [15][2200/5005] lr: 9.8719e-02 eta: 1 day, 10:55:43 time: 0.1449 data_time: 0.0010 memory: 4390 loss: 3.6356 2022/12/06 13:51:14 - mmengine - INFO - Epoch(train) [15][2300/5005] lr: 9.8716e-02 eta: 1 day, 10:55:29 time: 0.1349 data_time: 0.0009 memory: 4390 loss: 3.8298 2022/12/06 13:51:28 - mmengine - INFO - Epoch(train) [15][2400/5005] lr: 9.8712e-02 eta: 1 day, 10:55:15 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.6715 2022/12/06 13:51:41 - mmengine - INFO - Epoch(train) [15][2500/5005] lr: 9.8709e-02 eta: 1 day, 10:55:00 time: 0.1348 data_time: 0.0009 memory: 4390 loss: 3.5118 2022/12/06 13:51:55 - mmengine - INFO - Epoch(train) [15][2600/5005] lr: 9.8705e-02 eta: 1 day, 10:54:47 time: 0.1348 data_time: 0.0009 memory: 4390 loss: 3.7606 2022/12/06 13:52:08 - mmengine - INFO - Epoch(train) [15][2700/5005] lr: 9.8702e-02 eta: 1 day, 10:54:34 time: 0.1349 data_time: 0.0009 memory: 4390 loss: 3.6645 2022/12/06 13:52:22 - mmengine - INFO - Epoch(train) [15][2800/5005] lr: 9.8698e-02 eta: 1 day, 10:54:22 time: 0.1353 data_time: 0.0009 memory: 4390 loss: 3.3756 2022/12/06 13:52:35 - mmengine - INFO - Epoch(train) [15][2900/5005] lr: 9.8695e-02 eta: 1 day, 10:54:08 time: 0.1348 data_time: 0.0009 memory: 4390 loss: 3.8442 2022/12/06 13:52:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:52:49 - mmengine - INFO - Epoch(train) [15][3000/5005] lr: 9.8691e-02 eta: 1 day, 10:53:54 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.7010 2022/12/06 13:53:02 - mmengine - INFO - Epoch(train) [15][3100/5005] lr: 9.8687e-02 eta: 1 day, 10:53:40 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.5797 2022/12/06 13:53:16 - mmengine - INFO - Epoch(train) [15][3200/5005] lr: 9.8684e-02 eta: 1 day, 10:53:27 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.4671 2022/12/06 13:53:30 - mmengine - INFO - Epoch(train) [15][3300/5005] lr: 9.8680e-02 eta: 1 day, 10:53:13 time: 0.1347 data_time: 0.0009 memory: 4390 loss: 4.2573 2022/12/06 13:53:43 - mmengine - INFO - Epoch(train) [15][3400/5005] lr: 9.8677e-02 eta: 1 day, 10:53:01 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.6018 2022/12/06 13:53:57 - mmengine - INFO - Epoch(train) [15][3500/5005] lr: 9.8673e-02 eta: 1 day, 10:52:48 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 3.5692 2022/12/06 13:54:10 - mmengine - INFO - Epoch(train) [15][3600/5005] lr: 9.8670e-02 eta: 1 day, 10:52:34 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.5786 2022/12/06 13:54:24 - mmengine - INFO - Epoch(train) [15][3700/5005] lr: 9.8666e-02 eta: 1 day, 10:52:20 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.9271 2022/12/06 13:54:37 - mmengine - INFO - Epoch(train) [15][3800/5005] lr: 9.8662e-02 eta: 1 day, 10:52:07 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 4.1091 2022/12/06 13:54:51 - mmengine - INFO - Epoch(train) [15][3900/5005] lr: 9.8659e-02 eta: 1 day, 10:51:53 time: 0.1348 data_time: 0.0009 memory: 4390 loss: 3.8218 2022/12/06 13:54:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:55:04 - mmengine - INFO - Epoch(train) [15][4000/5005] lr: 9.8655e-02 eta: 1 day, 10:51:38 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.5376 2022/12/06 13:55:18 - mmengine - INFO - Epoch(train) [15][4100/5005] lr: 9.8651e-02 eta: 1 day, 10:51:25 time: 0.1354 data_time: 0.0009 memory: 4390 loss: 3.9317 2022/12/06 13:55:31 - mmengine - INFO - Epoch(train) [15][4200/5005] lr: 9.8648e-02 eta: 1 day, 10:51:10 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 4.1991 2022/12/06 13:55:45 - mmengine - INFO - Epoch(train) [15][4300/5005] lr: 9.8644e-02 eta: 1 day, 10:50:58 time: 0.1356 data_time: 0.0009 memory: 4390 loss: 3.6506 2022/12/06 13:55:59 - mmengine - INFO - Epoch(train) [15][4400/5005] lr: 9.8641e-02 eta: 1 day, 10:50:44 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.8712 2022/12/06 13:56:12 - mmengine - INFO - Epoch(train) [15][4500/5005] lr: 9.8637e-02 eta: 1 day, 10:50:31 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.9546 2022/12/06 13:56:26 - mmengine - INFO - Epoch(train) [15][4600/5005] lr: 9.8633e-02 eta: 1 day, 10:50:19 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.7472 2022/12/06 13:56:39 - mmengine - INFO - Epoch(train) [15][4700/5005] lr: 9.8630e-02 eta: 1 day, 10:50:05 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.9282 2022/12/06 13:56:53 - mmengine - INFO - Epoch(train) [15][4800/5005] lr: 9.8626e-02 eta: 1 day, 10:49:51 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.6651 2022/12/06 13:57:06 - mmengine - INFO - Epoch(train) [15][4900/5005] lr: 9.8622e-02 eta: 1 day, 10:49:37 time: 0.1345 data_time: 0.0009 memory: 4390 loss: 3.7933 2022/12/06 13:57:10 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:57:20 - mmengine - INFO - Epoch(train) [15][5000/5005] lr: 9.8619e-02 eta: 1 day, 10:49:23 time: 0.1369 data_time: 0.0019 memory: 4390 loss: 3.9239 2022/12/06 13:57:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 13:57:20 - mmengine - INFO - Saving checkpoint at 15 epochs 2022/12/06 13:57:31 - mmengine - INFO - Epoch(val) [15][100/196] eta: 0:00:07 time: 0.0975 data_time: 0.0568 memory: 4390 2022/12/06 13:57:49 - mmengine - INFO - Epoch(val) [15][196/196] accuracy/top1: 57.4340 accuracy/top5: 81.5260 2022/12/06 13:58:04 - mmengine - INFO - Epoch(train) [16][ 100/5005] lr: 9.8615e-02 eta: 1 day, 10:49:15 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.2912 2022/12/06 13:58:17 - mmengine - INFO - Epoch(train) [16][ 200/5005] lr: 9.8611e-02 eta: 1 day, 10:49:03 time: 0.1463 data_time: 0.0010 memory: 4390 loss: 3.6099 2022/12/06 13:58:31 - mmengine - INFO - Epoch(train) [16][ 300/5005] lr: 9.8608e-02 eta: 1 day, 10:48:50 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.6977 2022/12/06 13:58:44 - mmengine - INFO - Epoch(train) [16][ 400/5005] lr: 9.8604e-02 eta: 1 day, 10:48:36 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 3.9931 2022/12/06 13:58:58 - mmengine - INFO - Epoch(train) [16][ 500/5005] lr: 9.8600e-02 eta: 1 day, 10:48:24 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 4.1199 2022/12/06 13:59:12 - mmengine - INFO - Epoch(train) [16][ 600/5005] lr: 9.8596e-02 eta: 1 day, 10:48:11 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.6990 2022/12/06 13:59:25 - mmengine - INFO - Epoch(train) [16][ 700/5005] lr: 9.8593e-02 eta: 1 day, 10:47:57 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 3.6497 2022/12/06 13:59:39 - mmengine - INFO - Epoch(train) [16][ 800/5005] lr: 9.8589e-02 eta: 1 day, 10:47:44 time: 0.1444 data_time: 0.0012 memory: 4390 loss: 3.7470 2022/12/06 13:59:52 - mmengine - INFO - Epoch(train) [16][ 900/5005] lr: 9.8585e-02 eta: 1 day, 10:47:32 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 4.1913 2022/12/06 13:59:56 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:00:06 - mmengine - INFO - Epoch(train) [16][1000/5005] lr: 9.8582e-02 eta: 1 day, 10:47:18 time: 0.1345 data_time: 0.0009 memory: 4390 loss: 3.7637 2022/12/06 14:00:19 - mmengine - INFO - Epoch(train) [16][1100/5005] lr: 9.8578e-02 eta: 1 day, 10:47:04 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.9139 2022/12/06 14:00:33 - mmengine - INFO - Epoch(train) [16][1200/5005] lr: 9.8574e-02 eta: 1 day, 10:46:51 time: 0.1360 data_time: 0.0010 memory: 4390 loss: 3.7084 2022/12/06 14:00:47 - mmengine - INFO - Epoch(train) [16][1300/5005] lr: 9.8571e-02 eta: 1 day, 10:46:38 time: 0.1357 data_time: 0.0010 memory: 4390 loss: 3.6452 2022/12/06 14:01:00 - mmengine - INFO - Epoch(train) [16][1400/5005] lr: 9.8567e-02 eta: 1 day, 10:46:25 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.8220 2022/12/06 14:01:14 - mmengine - INFO - Epoch(train) [16][1500/5005] lr: 9.8563e-02 eta: 1 day, 10:46:11 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.5128 2022/12/06 14:01:27 - mmengine - INFO - Epoch(train) [16][1600/5005] lr: 9.8559e-02 eta: 1 day, 10:45:58 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 4.2581 2022/12/06 14:01:41 - mmengine - INFO - Epoch(train) [16][1700/5005] lr: 9.8556e-02 eta: 1 day, 10:45:46 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.3358 2022/12/06 14:01:55 - mmengine - INFO - Epoch(train) [16][1800/5005] lr: 9.8552e-02 eta: 1 day, 10:45:34 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 3.8968 2022/12/06 14:02:08 - mmengine - INFO - Epoch(train) [16][1900/5005] lr: 9.8548e-02 eta: 1 day, 10:45:20 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.4055 2022/12/06 14:02:12 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:02:22 - mmengine - INFO - Epoch(train) [16][2000/5005] lr: 9.8544e-02 eta: 1 day, 10:45:06 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.6351 2022/12/06 14:02:35 - mmengine - INFO - Epoch(train) [16][2100/5005] lr: 9.8541e-02 eta: 1 day, 10:44:53 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 4.0773 2022/12/06 14:02:49 - mmengine - INFO - Epoch(train) [16][2200/5005] lr: 9.8537e-02 eta: 1 day, 10:44:41 time: 0.1459 data_time: 0.0010 memory: 4390 loss: 3.6877 2022/12/06 14:03:03 - mmengine - INFO - Epoch(train) [16][2300/5005] lr: 9.8533e-02 eta: 1 day, 10:44:27 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.6216 2022/12/06 14:03:16 - mmengine - INFO - Epoch(train) [16][2400/5005] lr: 9.8529e-02 eta: 1 day, 10:44:14 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.6699 2022/12/06 14:03:30 - mmengine - INFO - Epoch(train) [16][2500/5005] lr: 9.8525e-02 eta: 1 day, 10:44:01 time: 0.1359 data_time: 0.0010 memory: 4390 loss: 3.7235 2022/12/06 14:03:43 - mmengine - INFO - Epoch(train) [16][2600/5005] lr: 9.8522e-02 eta: 1 day, 10:43:48 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.5704 2022/12/06 14:03:57 - mmengine - INFO - Epoch(train) [16][2700/5005] lr: 9.8518e-02 eta: 1 day, 10:43:36 time: 0.1360 data_time: 0.0010 memory: 4390 loss: 4.1268 2022/12/06 14:04:11 - mmengine - INFO - Epoch(train) [16][2800/5005] lr: 9.8514e-02 eta: 1 day, 10:43:23 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.6381 2022/12/06 14:04:24 - mmengine - INFO - Epoch(train) [16][2900/5005] lr: 9.8510e-02 eta: 1 day, 10:43:12 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.9872 2022/12/06 14:04:28 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:04:38 - mmengine - INFO - Epoch(train) [16][3000/5005] lr: 9.8506e-02 eta: 1 day, 10:42:59 time: 0.1357 data_time: 0.0010 memory: 4390 loss: 3.8956 2022/12/06 14:04:52 - mmengine - INFO - Epoch(train) [16][3100/5005] lr: 9.8503e-02 eta: 1 day, 10:42:46 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.9390 2022/12/06 14:05:05 - mmengine - INFO - Epoch(train) [16][3200/5005] lr: 9.8499e-02 eta: 1 day, 10:42:33 time: 0.1358 data_time: 0.0010 memory: 4390 loss: 3.8920 2022/12/06 14:05:19 - mmengine - INFO - Epoch(train) [16][3300/5005] lr: 9.8495e-02 eta: 1 day, 10:42:21 time: 0.1359 data_time: 0.0010 memory: 4390 loss: 4.0621 2022/12/06 14:05:32 - mmengine - INFO - Epoch(train) [16][3400/5005] lr: 9.8491e-02 eta: 1 day, 10:42:08 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 4.1879 2022/12/06 14:05:46 - mmengine - INFO - Epoch(train) [16][3500/5005] lr: 9.8487e-02 eta: 1 day, 10:41:55 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.9562 2022/12/06 14:06:00 - mmengine - INFO - Epoch(train) [16][3600/5005] lr: 9.8484e-02 eta: 1 day, 10:41:41 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.6613 2022/12/06 14:06:13 - mmengine - INFO - Epoch(train) [16][3700/5005] lr: 9.8480e-02 eta: 1 day, 10:41:29 time: 0.1360 data_time: 0.0011 memory: 4390 loss: 3.8803 2022/12/06 14:06:27 - mmengine - INFO - Epoch(train) [16][3800/5005] lr: 9.8476e-02 eta: 1 day, 10:41:16 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 3.7825 2022/12/06 14:06:40 - mmengine - INFO - Epoch(train) [16][3900/5005] lr: 9.8472e-02 eta: 1 day, 10:41:02 time: 0.1352 data_time: 0.0009 memory: 4390 loss: 3.6490 2022/12/06 14:06:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:06:54 - mmengine - INFO - Epoch(train) [16][4000/5005] lr: 9.8468e-02 eta: 1 day, 10:40:48 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.6952 2022/12/06 14:07:07 - mmengine - INFO - Epoch(train) [16][4100/5005] lr: 9.8464e-02 eta: 1 day, 10:40:35 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.8270 2022/12/06 14:07:21 - mmengine - INFO - Epoch(train) [16][4200/5005] lr: 9.8460e-02 eta: 1 day, 10:40:22 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.5311 2022/12/06 14:07:35 - mmengine - INFO - Epoch(train) [16][4300/5005] lr: 9.8457e-02 eta: 1 day, 10:40:09 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 4.3410 2022/12/06 14:07:48 - mmengine - INFO - Epoch(train) [16][4400/5005] lr: 9.8453e-02 eta: 1 day, 10:39:55 time: 0.1361 data_time: 0.0010 memory: 4390 loss: 3.5855 2022/12/06 14:08:02 - mmengine - INFO - Epoch(train) [16][4500/5005] lr: 9.8449e-02 eta: 1 day, 10:39:41 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.8645 2022/12/06 14:08:15 - mmengine - INFO - Epoch(train) [16][4600/5005] lr: 9.8445e-02 eta: 1 day, 10:39:31 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.7792 2022/12/06 14:08:29 - mmengine - INFO - Epoch(train) [16][4700/5005] lr: 9.8441e-02 eta: 1 day, 10:39:18 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.5450 2022/12/06 14:08:43 - mmengine - INFO - Epoch(train) [16][4800/5005] lr: 9.8437e-02 eta: 1 day, 10:39:05 time: 0.1362 data_time: 0.0010 memory: 4390 loss: 3.5007 2022/12/06 14:08:56 - mmengine - INFO - Epoch(train) [16][4900/5005] lr: 9.8433e-02 eta: 1 day, 10:38:51 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.9071 2022/12/06 14:09:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:09:10 - mmengine - INFO - Epoch(train) [16][5000/5005] lr: 9.8429e-02 eta: 1 day, 10:38:39 time: 0.1360 data_time: 0.0019 memory: 4390 loss: 3.8593 2022/12/06 14:09:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:09:11 - mmengine - INFO - Saving checkpoint at 16 epochs 2022/12/06 14:09:21 - mmengine - INFO - Epoch(val) [16][100/196] eta: 0:00:07 time: 0.0748 data_time: 0.0444 memory: 4390 2022/12/06 14:09:40 - mmengine - INFO - Epoch(val) [16][196/196] accuracy/top1: 57.0600 accuracy/top5: 81.6700 2022/12/06 14:09:54 - mmengine - INFO - Epoch(train) [17][ 100/5005] lr: 9.8425e-02 eta: 1 day, 10:38:30 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.7947 2022/12/06 14:10:07 - mmengine - INFO - Epoch(train) [17][ 200/5005] lr: 9.8421e-02 eta: 1 day, 10:38:17 time: 0.1361 data_time: 0.0011 memory: 4390 loss: 3.6647 2022/12/06 14:10:21 - mmengine - INFO - Epoch(train) [17][ 300/5005] lr: 9.8417e-02 eta: 1 day, 10:38:03 time: 0.1346 data_time: 0.0011 memory: 4390 loss: 3.7498 2022/12/06 14:10:34 - mmengine - INFO - Epoch(train) [17][ 400/5005] lr: 9.8414e-02 eta: 1 day, 10:37:48 time: 0.1344 data_time: 0.0011 memory: 4390 loss: 3.6063 2022/12/06 14:10:48 - mmengine - INFO - Epoch(train) [17][ 500/5005] lr: 9.8410e-02 eta: 1 day, 10:37:34 time: 0.1344 data_time: 0.0011 memory: 4390 loss: 4.1254 2022/12/06 14:11:01 - mmengine - INFO - Epoch(train) [17][ 600/5005] lr: 9.8406e-02 eta: 1 day, 10:37:21 time: 0.1427 data_time: 0.0011 memory: 4390 loss: 3.2553 2022/12/06 14:11:15 - mmengine - INFO - Epoch(train) [17][ 700/5005] lr: 9.8402e-02 eta: 1 day, 10:37:08 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 4.1273 2022/12/06 14:11:28 - mmengine - INFO - Epoch(train) [17][ 800/5005] lr: 9.8398e-02 eta: 1 day, 10:36:54 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.1318 2022/12/06 14:11:42 - mmengine - INFO - Epoch(train) [17][ 900/5005] lr: 9.8394e-02 eta: 1 day, 10:36:40 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.8193 2022/12/06 14:11:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:11:56 - mmengine - INFO - Epoch(train) [17][1000/5005] lr: 9.8390e-02 eta: 1 day, 10:36:26 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.5073 2022/12/06 14:12:09 - mmengine - INFO - Epoch(train) [17][1100/5005] lr: 9.8386e-02 eta: 1 day, 10:36:14 time: 0.1364 data_time: 0.0010 memory: 4390 loss: 3.2272 2022/12/06 14:12:23 - mmengine - INFO - Epoch(train) [17][1200/5005] lr: 9.8382e-02 eta: 1 day, 10:36:00 time: 0.1344 data_time: 0.0010 memory: 4390 loss: 3.3646 2022/12/06 14:12:36 - mmengine - INFO - Epoch(train) [17][1300/5005] lr: 9.8378e-02 eta: 1 day, 10:35:47 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.8430 2022/12/06 14:12:50 - mmengine - INFO - Epoch(train) [17][1400/5005] lr: 9.8374e-02 eta: 1 day, 10:35:35 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.8349 2022/12/06 14:13:04 - mmengine - INFO - Epoch(train) [17][1500/5005] lr: 9.8370e-02 eta: 1 day, 10:35:21 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.6051 2022/12/06 14:13:17 - mmengine - INFO - Epoch(train) [17][1600/5005] lr: 9.8366e-02 eta: 1 day, 10:35:09 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.7132 2022/12/06 14:13:31 - mmengine - INFO - Epoch(train) [17][1700/5005] lr: 9.8362e-02 eta: 1 day, 10:34:57 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.9370 2022/12/06 14:13:44 - mmengine - INFO - Epoch(train) [17][1800/5005] lr: 9.8358e-02 eta: 1 day, 10:34:43 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.4135 2022/12/06 14:13:58 - mmengine - INFO - Epoch(train) [17][1900/5005] lr: 9.8354e-02 eta: 1 day, 10:34:30 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.6818 2022/12/06 14:14:01 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:14:12 - mmengine - INFO - Epoch(train) [17][2000/5005] lr: 9.8350e-02 eta: 1 day, 10:34:17 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.4309 2022/12/06 14:14:25 - mmengine - INFO - Epoch(train) [17][2100/5005] lr: 9.8346e-02 eta: 1 day, 10:34:04 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.6945 2022/12/06 14:14:39 - mmengine - INFO - Epoch(train) [17][2200/5005] lr: 9.8342e-02 eta: 1 day, 10:33:51 time: 0.1370 data_time: 0.0012 memory: 4390 loss: 3.5733 2022/12/06 14:14:52 - mmengine - INFO - Epoch(train) [17][2300/5005] lr: 9.8338e-02 eta: 1 day, 10:33:38 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.9840 2022/12/06 14:15:06 - mmengine - INFO - Epoch(train) [17][2400/5005] lr: 9.8334e-02 eta: 1 day, 10:33:25 time: 0.1433 data_time: 0.0011 memory: 4390 loss: 3.9186 2022/12/06 14:15:20 - mmengine - INFO - Epoch(train) [17][2500/5005] lr: 9.8330e-02 eta: 1 day, 10:33:11 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.4674 2022/12/06 14:15:33 - mmengine - INFO - Epoch(train) [17][2600/5005] lr: 9.8326e-02 eta: 1 day, 10:32:58 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.6501 2022/12/06 14:15:47 - mmengine - INFO - Epoch(train) [17][2700/5005] lr: 9.8322e-02 eta: 1 day, 10:32:47 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.9509 2022/12/06 14:16:01 - mmengine - INFO - Epoch(train) [17][2800/5005] lr: 9.8318e-02 eta: 1 day, 10:32:34 time: 0.1370 data_time: 0.0010 memory: 4390 loss: 3.7095 2022/12/06 14:16:14 - mmengine - INFO - Epoch(train) [17][2900/5005] lr: 9.8314e-02 eta: 1 day, 10:32:21 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.7550 2022/12/06 14:16:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:16:28 - mmengine - INFO - Epoch(train) [17][3000/5005] lr: 9.8310e-02 eta: 1 day, 10:32:09 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 4.1668 2022/12/06 14:16:42 - mmengine - INFO - Epoch(train) [17][3100/5005] lr: 9.8306e-02 eta: 1 day, 10:31:56 time: 0.1361 data_time: 0.0011 memory: 4390 loss: 4.0050 2022/12/06 14:16:55 - mmengine - INFO - Epoch(train) [17][3200/5005] lr: 9.8302e-02 eta: 1 day, 10:31:43 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 4.0752 2022/12/06 14:17:09 - mmengine - INFO - Epoch(train) [17][3300/5005] lr: 9.8298e-02 eta: 1 day, 10:31:30 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.8965 2022/12/06 14:17:22 - mmengine - INFO - Epoch(train) [17][3400/5005] lr: 9.8294e-02 eta: 1 day, 10:31:18 time: 0.1358 data_time: 0.0010 memory: 4390 loss: 3.5468 2022/12/06 14:17:36 - mmengine - INFO - Epoch(train) [17][3500/5005] lr: 9.8290e-02 eta: 1 day, 10:31:05 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.8321 2022/12/06 14:17:50 - mmengine - INFO - Epoch(train) [17][3600/5005] lr: 9.8286e-02 eta: 1 day, 10:30:51 time: 0.1362 data_time: 0.0010 memory: 4390 loss: 4.0827 2022/12/06 14:18:03 - mmengine - INFO - Epoch(train) [17][3700/5005] lr: 9.8282e-02 eta: 1 day, 10:30:38 time: 0.1363 data_time: 0.0011 memory: 4390 loss: 3.2493 2022/12/06 14:18:17 - mmengine - INFO - Epoch(train) [17][3800/5005] lr: 9.8277e-02 eta: 1 day, 10:30:25 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 4.0845 2022/12/06 14:18:30 - mmengine - INFO - Epoch(train) [17][3900/5005] lr: 9.8273e-02 eta: 1 day, 10:30:12 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.7652 2022/12/06 14:18:33 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:18:44 - mmengine - INFO - Epoch(train) [17][4000/5005] lr: 9.8269e-02 eta: 1 day, 10:29:58 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.6676 2022/12/06 14:18:58 - mmengine - INFO - Epoch(train) [17][4100/5005] lr: 9.8265e-02 eta: 1 day, 10:29:46 time: 0.1425 data_time: 0.0010 memory: 4390 loss: 4.1838 2022/12/06 14:19:11 - mmengine - INFO - Epoch(train) [17][4200/5005] lr: 9.8261e-02 eta: 1 day, 10:29:32 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.8567 2022/12/06 14:19:25 - mmengine - INFO - Epoch(train) [17][4300/5005] lr: 9.8257e-02 eta: 1 day, 10:29:18 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.5621 2022/12/06 14:19:38 - mmengine - INFO - Epoch(train) [17][4400/5005] lr: 9.8253e-02 eta: 1 day, 10:29:04 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.4636 2022/12/06 14:19:52 - mmengine - INFO - Epoch(train) [17][4500/5005] lr: 9.8249e-02 eta: 1 day, 10:28:51 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.9911 2022/12/06 14:20:05 - mmengine - INFO - Epoch(train) [17][4600/5005] lr: 9.8245e-02 eta: 1 day, 10:28:39 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.8844 2022/12/06 14:20:19 - mmengine - INFO - Epoch(train) [17][4700/5005] lr: 9.8241e-02 eta: 1 day, 10:28:26 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.9736 2022/12/06 14:20:33 - mmengine - INFO - Epoch(train) [17][4800/5005] lr: 9.8236e-02 eta: 1 day, 10:28:12 time: 0.1360 data_time: 0.0010 memory: 4390 loss: 3.5043 2022/12/06 14:20:46 - mmengine - INFO - Epoch(train) [17][4900/5005] lr: 9.8232e-02 eta: 1 day, 10:28:00 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.5623 2022/12/06 14:20:49 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:21:00 - mmengine - INFO - Epoch(train) [17][5000/5005] lr: 9.8228e-02 eta: 1 day, 10:27:46 time: 0.1368 data_time: 0.0021 memory: 4390 loss: 3.4971 2022/12/06 14:21:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:21:00 - mmengine - INFO - Saving checkpoint at 17 epochs 2022/12/06 14:21:11 - mmengine - INFO - Epoch(val) [17][100/196] eta: 0:00:07 time: 0.0769 data_time: 0.0466 memory: 4390 2022/12/06 14:21:29 - mmengine - INFO - Epoch(val) [17][196/196] accuracy/top1: 58.2180 accuracy/top5: 82.1000 2022/12/06 14:21:43 - mmengine - INFO - Epoch(train) [18][ 100/5005] lr: 9.8224e-02 eta: 1 day, 10:27:37 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.3713 2022/12/06 14:21:57 - mmengine - INFO - Epoch(train) [18][ 200/5005] lr: 9.8220e-02 eta: 1 day, 10:27:23 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 4.1257 2022/12/06 14:22:10 - mmengine - INFO - Epoch(train) [18][ 300/5005] lr: 9.8215e-02 eta: 1 day, 10:27:10 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.6541 2022/12/06 14:22:24 - mmengine - INFO - Epoch(train) [18][ 400/5005] lr: 9.8211e-02 eta: 1 day, 10:26:56 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.5883 2022/12/06 14:22:38 - mmengine - INFO - Epoch(train) [18][ 500/5005] lr: 9.8207e-02 eta: 1 day, 10:26:44 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.6418 2022/12/06 14:22:51 - mmengine - INFO - Epoch(train) [18][ 600/5005] lr: 9.8203e-02 eta: 1 day, 10:26:30 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.8828 2022/12/06 14:23:05 - mmengine - INFO - Epoch(train) [18][ 700/5005] lr: 9.8199e-02 eta: 1 day, 10:26:16 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 4.1377 2022/12/06 14:23:18 - mmengine - INFO - Epoch(train) [18][ 800/5005] lr: 9.8195e-02 eta: 1 day, 10:26:03 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.4042 2022/12/06 14:23:32 - mmengine - INFO - Epoch(train) [18][ 900/5005] lr: 9.8190e-02 eta: 1 day, 10:25:50 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 4.1870 2022/12/06 14:23:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:23:46 - mmengine - INFO - Epoch(train) [18][1000/5005] lr: 9.8186e-02 eta: 1 day, 10:25:37 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.4993 2022/12/06 14:23:59 - mmengine - INFO - Epoch(train) [18][1100/5005] lr: 9.8182e-02 eta: 1 day, 10:25:24 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.7242 2022/12/06 14:24:13 - mmengine - INFO - Epoch(train) [18][1200/5005] lr: 9.8178e-02 eta: 1 day, 10:25:10 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 4.0457 2022/12/06 14:24:26 - mmengine - INFO - Epoch(train) [18][1300/5005] lr: 9.8174e-02 eta: 1 day, 10:24:57 time: 0.1446 data_time: 0.0010 memory: 4390 loss: 3.7887 2022/12/06 14:24:40 - mmengine - INFO - Epoch(train) [18][1400/5005] lr: 9.8169e-02 eta: 1 day, 10:24:43 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.5166 2022/12/06 14:24:53 - mmengine - INFO - Epoch(train) [18][1500/5005] lr: 9.8165e-02 eta: 1 day, 10:24:31 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.9275 2022/12/06 14:25:07 - mmengine - INFO - Epoch(train) [18][1600/5005] lr: 9.8161e-02 eta: 1 day, 10:24:17 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.6594 2022/12/06 14:25:20 - mmengine - INFO - Epoch(train) [18][1700/5005] lr: 9.8157e-02 eta: 1 day, 10:24:03 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.4679 2022/12/06 14:25:34 - mmengine - INFO - Epoch(train) [18][1800/5005] lr: 9.8153e-02 eta: 1 day, 10:23:49 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.5453 2022/12/06 14:25:48 - mmengine - INFO - Epoch(train) [18][1900/5005] lr: 9.8148e-02 eta: 1 day, 10:23:35 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.9616 2022/12/06 14:25:50 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:26:01 - mmengine - INFO - Epoch(train) [18][2000/5005] lr: 9.8144e-02 eta: 1 day, 10:23:21 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.2690 2022/12/06 14:26:15 - mmengine - INFO - Epoch(train) [18][2100/5005] lr: 9.8140e-02 eta: 1 day, 10:23:08 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.4972 2022/12/06 14:26:28 - mmengine - INFO - Epoch(train) [18][2200/5005] lr: 9.8136e-02 eta: 1 day, 10:22:53 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.7444 2022/12/06 14:26:42 - mmengine - INFO - Epoch(train) [18][2300/5005] lr: 9.8131e-02 eta: 1 day, 10:22:41 time: 0.1405 data_time: 0.0010 memory: 4390 loss: 3.3800 2022/12/06 14:26:55 - mmengine - INFO - Epoch(train) [18][2400/5005] lr: 9.8127e-02 eta: 1 day, 10:22:27 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.5235 2022/12/06 14:27:09 - mmengine - INFO - Epoch(train) [18][2500/5005] lr: 9.8123e-02 eta: 1 day, 10:22:13 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.5798 2022/12/06 14:27:22 - mmengine - INFO - Epoch(train) [18][2600/5005] lr: 9.8119e-02 eta: 1 day, 10:21:59 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.6400 2022/12/06 14:27:36 - mmengine - INFO - Epoch(train) [18][2700/5005] lr: 9.8114e-02 eta: 1 day, 10:21:45 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.7332 2022/12/06 14:27:49 - mmengine - INFO - Epoch(train) [18][2800/5005] lr: 9.8110e-02 eta: 1 day, 10:21:32 time: 0.1344 data_time: 0.0009 memory: 4390 loss: 4.0189 2022/12/06 14:28:03 - mmengine - INFO - Epoch(train) [18][2900/5005] lr: 9.8106e-02 eta: 1 day, 10:21:19 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.9309 2022/12/06 14:28:05 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:28:17 - mmengine - INFO - Epoch(train) [18][3000/5005] lr: 9.8102e-02 eta: 1 day, 10:21:05 time: 0.1346 data_time: 0.0010 memory: 4390 loss: 3.8721 2022/12/06 14:28:30 - mmengine - INFO - Epoch(train) [18][3100/5005] lr: 9.8097e-02 eta: 1 day, 10:20:52 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.5490 2022/12/06 14:28:44 - mmengine - INFO - Epoch(train) [18][3200/5005] lr: 9.8093e-02 eta: 1 day, 10:20:38 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 4.0863 2022/12/06 14:28:57 - mmengine - INFO - Epoch(train) [18][3300/5005] lr: 9.8089e-02 eta: 1 day, 10:20:25 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.3853 2022/12/06 14:29:11 - mmengine - INFO - Epoch(train) [18][3400/5005] lr: 9.8084e-02 eta: 1 day, 10:20:11 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.7252 2022/12/06 14:29:24 - mmengine - INFO - Epoch(train) [18][3500/5005] lr: 9.8080e-02 eta: 1 day, 10:19:57 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.6148 2022/12/06 14:29:38 - mmengine - INFO - Epoch(train) [18][3600/5005] lr: 9.8076e-02 eta: 1 day, 10:19:43 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.5846 2022/12/06 14:29:51 - mmengine - INFO - Epoch(train) [18][3700/5005] lr: 9.8071e-02 eta: 1 day, 10:19:29 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.7642 2022/12/06 14:30:05 - mmengine - INFO - Epoch(train) [18][3800/5005] lr: 9.8067e-02 eta: 1 day, 10:19:17 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.9616 2022/12/06 14:30:19 - mmengine - INFO - Epoch(train) [18][3900/5005] lr: 9.8063e-02 eta: 1 day, 10:19:02 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 3.8599 2022/12/06 14:30:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:30:32 - mmengine - INFO - Epoch(train) [18][4000/5005] lr: 9.8058e-02 eta: 1 day, 10:18:48 time: 0.1343 data_time: 0.0010 memory: 4390 loss: 3.7257 2022/12/06 14:30:46 - mmengine - INFO - Epoch(train) [18][4100/5005] lr: 9.8054e-02 eta: 1 day, 10:18:35 time: 0.1428 data_time: 0.0010 memory: 4390 loss: 3.8907 2022/12/06 14:30:59 - mmengine - INFO - Epoch(train) [18][4200/5005] lr: 9.8050e-02 eta: 1 day, 10:18:22 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.7835 2022/12/06 14:31:13 - mmengine - INFO - Epoch(train) [18][4300/5005] lr: 9.8045e-02 eta: 1 day, 10:18:09 time: 0.1445 data_time: 0.0010 memory: 4390 loss: 4.3863 2022/12/06 14:31:26 - mmengine - INFO - Epoch(train) [18][4400/5005] lr: 9.8041e-02 eta: 1 day, 10:17:55 time: 0.1358 data_time: 0.0010 memory: 4390 loss: 3.7099 2022/12/06 14:31:40 - mmengine - INFO - Epoch(train) [18][4500/5005] lr: 9.8037e-02 eta: 1 day, 10:17:41 time: 0.1345 data_time: 0.0010 memory: 4390 loss: 4.0597 2022/12/06 14:31:53 - mmengine - INFO - Epoch(train) [18][4600/5005] lr: 9.8032e-02 eta: 1 day, 10:17:27 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.8187 2022/12/06 14:32:07 - mmengine - INFO - Epoch(train) [18][4700/5005] lr: 9.8028e-02 eta: 1 day, 10:17:14 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.9990 2022/12/06 14:32:21 - mmengine - INFO - Epoch(train) [18][4800/5005] lr: 9.8024e-02 eta: 1 day, 10:17:00 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.8417 2022/12/06 14:32:34 - mmengine - INFO - Epoch(train) [18][4900/5005] lr: 9.8019e-02 eta: 1 day, 10:16:46 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 4.1322 2022/12/06 14:32:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:32:48 - mmengine - INFO - Epoch(train) [18][5000/5005] lr: 9.8015e-02 eta: 1 day, 10:16:34 time: 0.1467 data_time: 0.0019 memory: 4390 loss: 3.4263 2022/12/06 14:32:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:32:48 - mmengine - INFO - Saving checkpoint at 18 epochs 2022/12/06 14:32:59 - mmengine - INFO - Epoch(val) [18][100/196] eta: 0:00:07 time: 0.0829 data_time: 0.0516 memory: 4390 2022/12/06 14:33:17 - mmengine - INFO - Epoch(val) [18][196/196] accuracy/top1: 58.3220 accuracy/top5: 82.2760 2022/12/06 14:33:31 - mmengine - INFO - Epoch(train) [19][ 100/5005] lr: 9.8010e-02 eta: 1 day, 10:16:25 time: 0.1411 data_time: 0.0010 memory: 4390 loss: 4.0831 2022/12/06 14:33:45 - mmengine - INFO - Epoch(train) [19][ 200/5005] lr: 9.8006e-02 eta: 1 day, 10:16:13 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 3.0804 2022/12/06 14:33:59 - mmengine - INFO - Epoch(train) [19][ 300/5005] lr: 9.8002e-02 eta: 1 day, 10:15:59 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.6763 2022/12/06 14:34:12 - mmengine - INFO - Epoch(train) [19][ 400/5005] lr: 9.7997e-02 eta: 1 day, 10:15:45 time: 0.1347 data_time: 0.0011 memory: 4390 loss: 3.1393 2022/12/06 14:34:26 - mmengine - INFO - Epoch(train) [19][ 500/5005] lr: 9.7993e-02 eta: 1 day, 10:15:31 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.9924 2022/12/06 14:34:39 - mmengine - INFO - Epoch(train) [19][ 600/5005] lr: 9.7988e-02 eta: 1 day, 10:15:17 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.7964 2022/12/06 14:34:53 - mmengine - INFO - Epoch(train) [19][ 700/5005] lr: 9.7984e-02 eta: 1 day, 10:15:03 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 3.8696 2022/12/06 14:35:06 - mmengine - INFO - Epoch(train) [19][ 800/5005] lr: 9.7980e-02 eta: 1 day, 10:14:50 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.1685 2022/12/06 14:35:20 - mmengine - INFO - Epoch(train) [19][ 900/5005] lr: 9.7975e-02 eta: 1 day, 10:14:36 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.4136 2022/12/06 14:35:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:35:33 - mmengine - INFO - Epoch(train) [19][1000/5005] lr: 9.7971e-02 eta: 1 day, 10:14:22 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.2773 2022/12/06 14:35:47 - mmengine - INFO - Epoch(train) [19][1100/5005] lr: 9.7966e-02 eta: 1 day, 10:14:08 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 4.1326 2022/12/06 14:36:00 - mmengine - INFO - Epoch(train) [19][1200/5005] lr: 9.7962e-02 eta: 1 day, 10:13:54 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.6553 2022/12/06 14:36:14 - mmengine - INFO - Epoch(train) [19][1300/5005] lr: 9.7957e-02 eta: 1 day, 10:13:41 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.4642 2022/12/06 14:36:28 - mmengine - INFO - Epoch(train) [19][1400/5005] lr: 9.7953e-02 eta: 1 day, 10:13:29 time: 0.1410 data_time: 0.0010 memory: 4390 loss: 3.6356 2022/12/06 14:36:41 - mmengine - INFO - Epoch(train) [19][1500/5005] lr: 9.7949e-02 eta: 1 day, 10:13:15 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.8801 2022/12/06 14:36:55 - mmengine - INFO - Epoch(train) [19][1600/5005] lr: 9.7944e-02 eta: 1 day, 10:13:02 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.9878 2022/12/06 14:37:08 - mmengine - INFO - Epoch(train) [19][1700/5005] lr: 9.7940e-02 eta: 1 day, 10:12:49 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.6531 2022/12/06 14:37:22 - mmengine - INFO - Epoch(train) [19][1800/5005] lr: 9.7935e-02 eta: 1 day, 10:12:35 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.3218 2022/12/06 14:37:36 - mmengine - INFO - Epoch(train) [19][1900/5005] lr: 9.7931e-02 eta: 1 day, 10:12:22 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.5423 2022/12/06 14:37:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:37:49 - mmengine - INFO - Epoch(train) [19][2000/5005] lr: 9.7926e-02 eta: 1 day, 10:12:09 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.6190 2022/12/06 14:38:03 - mmengine - INFO - Epoch(train) [19][2100/5005] lr: 9.7922e-02 eta: 1 day, 10:11:56 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 4.1594 2022/12/06 14:38:16 - mmengine - INFO - Epoch(train) [19][2200/5005] lr: 9.7917e-02 eta: 1 day, 10:11:42 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.8731 2022/12/06 14:38:30 - mmengine - INFO - Epoch(train) [19][2300/5005] lr: 9.7913e-02 eta: 1 day, 10:11:29 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.8658 2022/12/06 14:38:44 - mmengine - INFO - Epoch(train) [19][2400/5005] lr: 9.7908e-02 eta: 1 day, 10:11:17 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.8784 2022/12/06 14:38:57 - mmengine - INFO - Epoch(train) [19][2500/5005] lr: 9.7904e-02 eta: 1 day, 10:11:04 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.7671 2022/12/06 14:39:11 - mmengine - INFO - Epoch(train) [19][2600/5005] lr: 9.7899e-02 eta: 1 day, 10:10:50 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.6373 2022/12/06 14:39:24 - mmengine - INFO - Epoch(train) [19][2700/5005] lr: 9.7895e-02 eta: 1 day, 10:10:37 time: 0.1361 data_time: 0.0010 memory: 4390 loss: 3.8340 2022/12/06 14:39:38 - mmengine - INFO - Epoch(train) [19][2800/5005] lr: 9.7890e-02 eta: 1 day, 10:10:23 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 4.0194 2022/12/06 14:39:52 - mmengine - INFO - Epoch(train) [19][2900/5005] lr: 9.7886e-02 eta: 1 day, 10:10:11 time: 0.1360 data_time: 0.0010 memory: 4390 loss: 3.7136 2022/12/06 14:39:53 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:40:05 - mmengine - INFO - Epoch(train) [19][3000/5005] lr: 9.7881e-02 eta: 1 day, 10:09:58 time: 0.1360 data_time: 0.0011 memory: 4390 loss: 3.9236 2022/12/06 14:40:19 - mmengine - INFO - Epoch(train) [19][3100/5005] lr: 9.7877e-02 eta: 1 day, 10:09:44 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.8890 2022/12/06 14:40:32 - mmengine - INFO - Epoch(train) [19][3200/5005] lr: 9.7872e-02 eta: 1 day, 10:09:31 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.7003 2022/12/06 14:40:46 - mmengine - INFO - Epoch(train) [19][3300/5005] lr: 9.7868e-02 eta: 1 day, 10:09:17 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.8079 2022/12/06 14:40:59 - mmengine - INFO - Epoch(train) [19][3400/5005] lr: 9.7863e-02 eta: 1 day, 10:09:03 time: 0.1358 data_time: 0.0010 memory: 4390 loss: 3.4432 2022/12/06 14:41:13 - mmengine - INFO - Epoch(train) [19][3500/5005] lr: 9.7859e-02 eta: 1 day, 10:08:51 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.6917 2022/12/06 14:41:27 - mmengine - INFO - Epoch(train) [19][3600/5005] lr: 9.7854e-02 eta: 1 day, 10:08:38 time: 0.1451 data_time: 0.0010 memory: 4390 loss: 3.8788 2022/12/06 14:41:40 - mmengine - INFO - Epoch(train) [19][3700/5005] lr: 9.7850e-02 eta: 1 day, 10:08:24 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.8102 2022/12/06 14:41:54 - mmengine - INFO - Epoch(train) [19][3800/5005] lr: 9.7845e-02 eta: 1 day, 10:08:11 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.5273 2022/12/06 14:42:07 - mmengine - INFO - Epoch(train) [19][3900/5005] lr: 9.7840e-02 eta: 1 day, 10:07:57 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.4642 2022/12/06 14:42:09 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:42:21 - mmengine - INFO - Epoch(train) [19][4000/5005] lr: 9.7836e-02 eta: 1 day, 10:07:45 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.5509 2022/12/06 14:42:35 - mmengine - INFO - Epoch(train) [19][4100/5005] lr: 9.7831e-02 eta: 1 day, 10:07:32 time: 0.1362 data_time: 0.0011 memory: 4390 loss: 3.6400 2022/12/06 14:42:49 - mmengine - INFO - Epoch(train) [19][4200/5005] lr: 9.7827e-02 eta: 1 day, 10:07:20 time: 0.1507 data_time: 0.0010 memory: 4390 loss: 3.5833 2022/12/06 14:43:02 - mmengine - INFO - Epoch(train) [19][4300/5005] lr: 9.7822e-02 eta: 1 day, 10:07:09 time: 0.1440 data_time: 0.0011 memory: 4390 loss: 3.4616 2022/12/06 14:43:16 - mmengine - INFO - Epoch(train) [19][4400/5005] lr: 9.7818e-02 eta: 1 day, 10:06:56 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 4.1708 2022/12/06 14:43:29 - mmengine - INFO - Epoch(train) [19][4500/5005] lr: 9.7813e-02 eta: 1 day, 10:06:42 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.5299 2022/12/06 14:43:43 - mmengine - INFO - Epoch(train) [19][4600/5005] lr: 9.7808e-02 eta: 1 day, 10:06:29 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.4727 2022/12/06 14:43:57 - mmengine - INFO - Epoch(train) [19][4700/5005] lr: 9.7804e-02 eta: 1 day, 10:06:15 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.9933 2022/12/06 14:44:10 - mmengine - INFO - Epoch(train) [19][4800/5005] lr: 9.7799e-02 eta: 1 day, 10:06:02 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 4.2263 2022/12/06 14:44:24 - mmengine - INFO - Epoch(train) [19][4900/5005] lr: 9.7795e-02 eta: 1 day, 10:05:49 time: 0.1362 data_time: 0.0010 memory: 4390 loss: 3.7381 2022/12/06 14:44:25 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:44:37 - mmengine - INFO - Epoch(train) [19][5000/5005] lr: 9.7790e-02 eta: 1 day, 10:05:35 time: 0.1364 data_time: 0.0019 memory: 4390 loss: 3.5909 2022/12/06 14:44:38 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:44:38 - mmengine - INFO - Saving checkpoint at 19 epochs 2022/12/06 14:44:48 - mmengine - INFO - Epoch(val) [19][100/196] eta: 0:00:07 time: 0.0768 data_time: 0.0464 memory: 4391 2022/12/06 14:45:07 - mmengine - INFO - Epoch(val) [19][196/196] accuracy/top1: 58.9080 accuracy/top5: 82.6920 2022/12/06 14:45:22 - mmengine - INFO - Epoch(train) [20][ 100/5005] lr: 9.7785e-02 eta: 1 day, 10:05:27 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.4428 2022/12/06 14:45:35 - mmengine - INFO - Epoch(train) [20][ 200/5005] lr: 9.7780e-02 eta: 1 day, 10:05:15 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.2462 2022/12/06 14:45:49 - mmengine - INFO - Epoch(train) [20][ 300/5005] lr: 9.7776e-02 eta: 1 day, 10:05:01 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.9465 2022/12/06 14:46:02 - mmengine - INFO - Epoch(train) [20][ 400/5005] lr: 9.7771e-02 eta: 1 day, 10:04:48 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.6157 2022/12/06 14:46:16 - mmengine - INFO - Epoch(train) [20][ 500/5005] lr: 9.7767e-02 eta: 1 day, 10:04:34 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 4.1222 2022/12/06 14:46:30 - mmengine - INFO - Epoch(train) [20][ 600/5005] lr: 9.7762e-02 eta: 1 day, 10:04:22 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.4115 2022/12/06 14:46:43 - mmengine - INFO - Epoch(train) [20][ 700/5005] lr: 9.7757e-02 eta: 1 day, 10:04:09 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.5591 2022/12/06 14:46:57 - mmengine - INFO - Epoch(train) [20][ 800/5005] lr: 9.7753e-02 eta: 1 day, 10:03:55 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.1921 2022/12/06 14:47:10 - mmengine - INFO - Epoch(train) [20][ 900/5005] lr: 9.7748e-02 eta: 1 day, 10:03:41 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.8609 2022/12/06 14:47:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:47:24 - mmengine - INFO - Epoch(train) [20][1000/5005] lr: 9.7743e-02 eta: 1 day, 10:03:28 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.5758 2022/12/06 14:47:37 - mmengine - INFO - Epoch(train) [20][1100/5005] lr: 9.7739e-02 eta: 1 day, 10:03:14 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.7394 2022/12/06 14:47:51 - mmengine - INFO - Epoch(train) [20][1200/5005] lr: 9.7734e-02 eta: 1 day, 10:03:00 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.8839 2022/12/06 14:48:05 - mmengine - INFO - Epoch(train) [20][1300/5005] lr: 9.7729e-02 eta: 1 day, 10:02:47 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.4212 2022/12/06 14:48:18 - mmengine - INFO - Epoch(train) [20][1400/5005] lr: 9.7725e-02 eta: 1 day, 10:02:34 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 4.0179 2022/12/06 14:48:32 - mmengine - INFO - Epoch(train) [20][1500/5005] lr: 9.7720e-02 eta: 1 day, 10:02:20 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.6399 2022/12/06 14:48:45 - mmengine - INFO - Epoch(train) [20][1600/5005] lr: 9.7715e-02 eta: 1 day, 10:02:07 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.8972 2022/12/06 14:48:59 - mmengine - INFO - Epoch(train) [20][1700/5005] lr: 9.7711e-02 eta: 1 day, 10:01:53 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 4.0017 2022/12/06 14:49:13 - mmengine - INFO - Epoch(train) [20][1800/5005] lr: 9.7706e-02 eta: 1 day, 10:01:41 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.5295 2022/12/06 14:49:26 - mmengine - INFO - Epoch(train) [20][1900/5005] lr: 9.7701e-02 eta: 1 day, 10:01:27 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.8933 2022/12/06 14:49:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:49:40 - mmengine - INFO - Epoch(train) [20][2000/5005] lr: 9.7696e-02 eta: 1 day, 10:01:14 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.9427 2022/12/06 14:49:53 - mmengine - INFO - Epoch(train) [20][2100/5005] lr: 9.7692e-02 eta: 1 day, 10:01:02 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.6170 2022/12/06 14:50:07 - mmengine - INFO - Epoch(train) [20][2200/5005] lr: 9.7687e-02 eta: 1 day, 10:00:49 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.8197 2022/12/06 14:50:21 - mmengine - INFO - Epoch(train) [20][2300/5005] lr: 9.7682e-02 eta: 1 day, 10:00:35 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.9522 2022/12/06 14:50:34 - mmengine - INFO - Epoch(train) [20][2400/5005] lr: 9.7678e-02 eta: 1 day, 10:00:22 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.8715 2022/12/06 14:50:48 - mmengine - INFO - Epoch(train) [20][2500/5005] lr: 9.7673e-02 eta: 1 day, 10:00:09 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.6186 2022/12/06 14:51:01 - mmengine - INFO - Epoch(train) [20][2600/5005] lr: 9.7668e-02 eta: 1 day, 9:59:55 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.9172 2022/12/06 14:51:15 - mmengine - INFO - Epoch(train) [20][2700/5005] lr: 9.7663e-02 eta: 1 day, 9:59:42 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.5947 2022/12/06 14:51:28 - mmengine - INFO - Epoch(train) [20][2800/5005] lr: 9.7659e-02 eta: 1 day, 9:59:28 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.7818 2022/12/06 14:51:42 - mmengine - INFO - Epoch(train) [20][2900/5005] lr: 9.7654e-02 eta: 1 day, 9:59:15 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.6148 2022/12/06 14:51:43 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:51:56 - mmengine - INFO - Epoch(train) [20][3000/5005] lr: 9.7649e-02 eta: 1 day, 9:59:02 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.6142 2022/12/06 14:52:09 - mmengine - INFO - Epoch(train) [20][3100/5005] lr: 9.7644e-02 eta: 1 day, 9:58:49 time: 0.1360 data_time: 0.0011 memory: 4390 loss: 3.5521 2022/12/06 14:52:23 - mmengine - INFO - Epoch(train) [20][3200/5005] lr: 9.7640e-02 eta: 1 day, 9:58:36 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.7227 2022/12/06 14:52:36 - mmengine - INFO - Epoch(train) [20][3300/5005] lr: 9.7635e-02 eta: 1 day, 9:58:22 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.3921 2022/12/06 14:52:50 - mmengine - INFO - Epoch(train) [20][3400/5005] lr: 9.7630e-02 eta: 1 day, 9:58:08 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.7088 2022/12/06 14:53:04 - mmengine - INFO - Epoch(train) [20][3500/5005] lr: 9.7625e-02 eta: 1 day, 9:57:55 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.5211 2022/12/06 14:53:17 - mmengine - INFO - Epoch(train) [20][3600/5005] lr: 9.7621e-02 eta: 1 day, 9:57:41 time: 0.1359 data_time: 0.0010 memory: 4390 loss: 4.0634 2022/12/06 14:53:31 - mmengine - INFO - Epoch(train) [20][3700/5005] lr: 9.7616e-02 eta: 1 day, 9:57:27 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.2440 2022/12/06 14:53:44 - mmengine - INFO - Epoch(train) [20][3800/5005] lr: 9.7611e-02 eta: 1 day, 9:57:14 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 4.1832 2022/12/06 14:53:58 - mmengine - INFO - Epoch(train) [20][3900/5005] lr: 9.7606e-02 eta: 1 day, 9:57:01 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.5538 2022/12/06 14:53:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:54:12 - mmengine - INFO - Epoch(train) [20][4000/5005] lr: 9.7601e-02 eta: 1 day, 9:56:48 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.9260 2022/12/06 14:54:25 - mmengine - INFO - Epoch(train) [20][4100/5005] lr: 9.7597e-02 eta: 1 day, 9:56:35 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.7997 2022/12/06 14:54:39 - mmengine - INFO - Epoch(train) [20][4200/5005] lr: 9.7592e-02 eta: 1 day, 9:56:22 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.3051 2022/12/06 14:54:53 - mmengine - INFO - Epoch(train) [20][4300/5005] lr: 9.7587e-02 eta: 1 day, 9:56:11 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.9520 2022/12/06 14:55:06 - mmengine - INFO - Epoch(train) [20][4400/5005] lr: 9.7582e-02 eta: 1 day, 9:55:58 time: 0.1359 data_time: 0.0010 memory: 4390 loss: 3.8408 2022/12/06 14:55:20 - mmengine - INFO - Epoch(train) [20][4500/5005] lr: 9.7577e-02 eta: 1 day, 9:55:44 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.6408 2022/12/06 14:55:33 - mmengine - INFO - Epoch(train) [20][4600/5005] lr: 9.7572e-02 eta: 1 day, 9:55:31 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 4.2477 2022/12/06 14:55:47 - mmengine - INFO - Epoch(train) [20][4700/5005] lr: 9.7568e-02 eta: 1 day, 9:55:17 time: 0.1360 data_time: 0.0011 memory: 4390 loss: 3.5216 2022/12/06 14:56:01 - mmengine - INFO - Epoch(train) [20][4800/5005] lr: 9.7563e-02 eta: 1 day, 9:55:04 time: 0.1361 data_time: 0.0010 memory: 4390 loss: 3.7068 2022/12/06 14:56:14 - mmengine - INFO - Epoch(train) [20][4900/5005] lr: 9.7558e-02 eta: 1 day, 9:54:51 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 4.1911 2022/12/06 14:56:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:56:28 - mmengine - INFO - Epoch(train) [20][5000/5005] lr: 9.7553e-02 eta: 1 day, 9:54:37 time: 0.1363 data_time: 0.0021 memory: 4390 loss: 3.6975 2022/12/06 14:56:28 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:56:28 - mmengine - INFO - Saving checkpoint at 20 epochs 2022/12/06 14:56:38 - mmengine - INFO - Epoch(val) [20][100/196] eta: 0:00:07 time: 0.0738 data_time: 0.0426 memory: 4390 2022/12/06 14:56:57 - mmengine - INFO - Epoch(val) [20][196/196] accuracy/top1: 58.6580 accuracy/top5: 82.5340 2022/12/06 14:57:11 - mmengine - INFO - Epoch(train) [21][ 100/5005] lr: 9.7548e-02 eta: 1 day, 9:54:30 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 4.0081 2022/12/06 14:57:25 - mmengine - INFO - Epoch(train) [21][ 200/5005] lr: 9.7543e-02 eta: 1 day, 9:54:16 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.6402 2022/12/06 14:57:38 - mmengine - INFO - Epoch(train) [21][ 300/5005] lr: 9.7538e-02 eta: 1 day, 9:54:03 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.3692 2022/12/06 14:57:52 - mmengine - INFO - Epoch(train) [21][ 400/5005] lr: 9.7533e-02 eta: 1 day, 9:53:50 time: 0.1359 data_time: 0.0010 memory: 4390 loss: 3.8571 2022/12/06 14:58:06 - mmengine - INFO - Epoch(train) [21][ 500/5005] lr: 9.7529e-02 eta: 1 day, 9:53:38 time: 0.1360 data_time: 0.0010 memory: 4390 loss: 3.6823 2022/12/06 14:58:19 - mmengine - INFO - Epoch(train) [21][ 600/5005] lr: 9.7524e-02 eta: 1 day, 9:53:25 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.5530 2022/12/06 14:58:33 - mmengine - INFO - Epoch(train) [21][ 700/5005] lr: 9.7519e-02 eta: 1 day, 9:53:12 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.7299 2022/12/06 14:58:46 - mmengine - INFO - Epoch(train) [21][ 800/5005] lr: 9.7514e-02 eta: 1 day, 9:52:58 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.9771 2022/12/06 14:59:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 14:59:00 - mmengine - INFO - Epoch(train) [21][ 900/5005] lr: 9.7509e-02 eta: 1 day, 9:52:44 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.3401 2022/12/06 14:59:13 - mmengine - INFO - Epoch(train) [21][1000/5005] lr: 9.7504e-02 eta: 1 day, 9:52:31 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.3589 2022/12/06 14:59:27 - mmengine - INFO - Epoch(train) [21][1100/5005] lr: 9.7499e-02 eta: 1 day, 9:52:17 time: 0.1370 data_time: 0.0010 memory: 4390 loss: 4.0565 2022/12/06 14:59:41 - mmengine - INFO - Epoch(train) [21][1200/5005] lr: 9.7494e-02 eta: 1 day, 9:52:04 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.6269 2022/12/06 14:59:54 - mmengine - INFO - Epoch(train) [21][1300/5005] lr: 9.7489e-02 eta: 1 day, 9:51:50 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.9945 2022/12/06 15:00:08 - mmengine - INFO - Epoch(train) [21][1400/5005] lr: 9.7485e-02 eta: 1 day, 9:51:38 time: 0.1362 data_time: 0.0011 memory: 4390 loss: 3.7521 2022/12/06 15:00:21 - mmengine - INFO - Epoch(train) [21][1500/5005] lr: 9.7480e-02 eta: 1 day, 9:51:24 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.3451 2022/12/06 15:00:35 - mmengine - INFO - Epoch(train) [21][1600/5005] lr: 9.7475e-02 eta: 1 day, 9:51:11 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.5352 2022/12/06 15:00:48 - mmengine - INFO - Epoch(train) [21][1700/5005] lr: 9.7470e-02 eta: 1 day, 9:50:57 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.5227 2022/12/06 15:01:02 - mmengine - INFO - Epoch(train) [21][1800/5005] lr: 9.7465e-02 eta: 1 day, 9:50:44 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.8445 2022/12/06 15:01:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:01:16 - mmengine - INFO - Epoch(train) [21][1900/5005] lr: 9.7460e-02 eta: 1 day, 9:50:31 time: 0.1357 data_time: 0.0010 memory: 4390 loss: 3.5843 2022/12/06 15:01:29 - mmengine - INFO - Epoch(train) [21][2000/5005] lr: 9.7455e-02 eta: 1 day, 9:50:17 time: 0.1349 data_time: 0.0012 memory: 4390 loss: 3.5299 2022/12/06 15:01:43 - mmengine - INFO - Epoch(train) [21][2100/5005] lr: 9.7450e-02 eta: 1 day, 9:50:05 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 4.0934 2022/12/06 15:01:57 - mmengine - INFO - Epoch(train) [21][2200/5005] lr: 9.7445e-02 eta: 1 day, 9:49:52 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.8009 2022/12/06 15:02:10 - mmengine - INFO - Epoch(train) [21][2300/5005] lr: 9.7440e-02 eta: 1 day, 9:49:38 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 4.2620 2022/12/06 15:02:24 - mmengine - INFO - Epoch(train) [21][2400/5005] lr: 9.7435e-02 eta: 1 day, 9:49:26 time: 0.1349 data_time: 0.0012 memory: 4390 loss: 3.4135 2022/12/06 15:02:38 - mmengine - INFO - Epoch(train) [21][2500/5005] lr: 9.7430e-02 eta: 1 day, 9:49:13 time: 0.1449 data_time: 0.0012 memory: 4390 loss: 4.0687 2022/12/06 15:02:51 - mmengine - INFO - Epoch(train) [21][2600/5005] lr: 9.7425e-02 eta: 1 day, 9:49:01 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.7360 2022/12/06 15:03:05 - mmengine - INFO - Epoch(train) [21][2700/5005] lr: 9.7420e-02 eta: 1 day, 9:48:48 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.3097 2022/12/06 15:03:18 - mmengine - INFO - Epoch(train) [21][2800/5005] lr: 9.7415e-02 eta: 1 day, 9:48:35 time: 0.1357 data_time: 0.0010 memory: 4390 loss: 3.8574 2022/12/06 15:03:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:03:32 - mmengine - INFO - Epoch(train) [21][2900/5005] lr: 9.7410e-02 eta: 1 day, 9:48:22 time: 0.1357 data_time: 0.0010 memory: 4390 loss: 4.0452 2022/12/06 15:03:46 - mmengine - INFO - Epoch(train) [21][3000/5005] lr: 9.7405e-02 eta: 1 day, 9:48:09 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.7083 2022/12/06 15:03:59 - mmengine - INFO - Epoch(train) [21][3100/5005] lr: 9.7400e-02 eta: 1 day, 9:47:55 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.7751 2022/12/06 15:04:13 - mmengine - INFO - Epoch(train) [21][3200/5005] lr: 9.7395e-02 eta: 1 day, 9:47:41 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.4960 2022/12/06 15:04:26 - mmengine - INFO - Epoch(train) [21][3300/5005] lr: 9.7390e-02 eta: 1 day, 9:47:28 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.6375 2022/12/06 15:04:40 - mmengine - INFO - Epoch(train) [21][3400/5005] lr: 9.7385e-02 eta: 1 day, 9:47:14 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.5729 2022/12/06 15:04:54 - mmengine - INFO - Epoch(train) [21][3500/5005] lr: 9.7380e-02 eta: 1 day, 9:47:01 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.9101 2022/12/06 15:05:07 - mmengine - INFO - Epoch(train) [21][3600/5005] lr: 9.7375e-02 eta: 1 day, 9:46:48 time: 0.1469 data_time: 0.0012 memory: 4390 loss: 3.5825 2022/12/06 15:05:21 - mmengine - INFO - Epoch(train) [21][3700/5005] lr: 9.7370e-02 eta: 1 day, 9:46:35 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.9214 2022/12/06 15:05:34 - mmengine - INFO - Epoch(train) [21][3800/5005] lr: 9.7365e-02 eta: 1 day, 9:46:22 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.7378 2022/12/06 15:05:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:05:48 - mmengine - INFO - Epoch(train) [21][3900/5005] lr: 9.7360e-02 eta: 1 day, 9:46:08 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.7474 2022/12/06 15:06:02 - mmengine - INFO - Epoch(train) [21][4000/5005] lr: 9.7355e-02 eta: 1 day, 9:45:55 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.8993 2022/12/06 15:06:15 - mmengine - INFO - Epoch(train) [21][4100/5005] lr: 9.7350e-02 eta: 1 day, 9:45:42 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.7228 2022/12/06 15:06:29 - mmengine - INFO - Epoch(train) [21][4200/5005] lr: 9.7345e-02 eta: 1 day, 9:45:29 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.9182 2022/12/06 15:06:43 - mmengine - INFO - Epoch(train) [21][4300/5005] lr: 9.7340e-02 eta: 1 day, 9:45:16 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.4047 2022/12/06 15:06:56 - mmengine - INFO - Epoch(train) [21][4400/5005] lr: 9.7335e-02 eta: 1 day, 9:45:03 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.5228 2022/12/06 15:07:10 - mmengine - INFO - Epoch(train) [21][4500/5005] lr: 9.7330e-02 eta: 1 day, 9:44:50 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.7915 2022/12/06 15:07:23 - mmengine - INFO - Epoch(train) [21][4600/5005] lr: 9.7325e-02 eta: 1 day, 9:44:36 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.7351 2022/12/06 15:07:37 - mmengine - INFO - Epoch(train) [21][4700/5005] lr: 9.7320e-02 eta: 1 day, 9:44:22 time: 0.1357 data_time: 0.0010 memory: 4390 loss: 3.7618 2022/12/06 15:07:50 - mmengine - INFO - Epoch(train) [21][4800/5005] lr: 9.7315e-02 eta: 1 day, 9:44:09 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.6221 2022/12/06 15:08:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:08:04 - mmengine - INFO - Epoch(train) [21][4900/5005] lr: 9.7310e-02 eta: 1 day, 9:43:56 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.3204 2022/12/06 15:08:18 - mmengine - INFO - Epoch(train) [21][5000/5005] lr: 9.7305e-02 eta: 1 day, 9:43:42 time: 0.1358 data_time: 0.0021 memory: 4390 loss: 3.9407 2022/12/06 15:08:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:08:18 - mmengine - INFO - Saving checkpoint at 21 epochs 2022/12/06 15:08:28 - mmengine - INFO - Epoch(val) [21][100/196] eta: 0:00:07 time: 0.0826 data_time: 0.0519 memory: 4390 2022/12/06 15:08:47 - mmengine - INFO - Epoch(val) [21][196/196] accuracy/top1: 59.3820 accuracy/top5: 83.0740 2022/12/06 15:09:02 - mmengine - INFO - Epoch(train) [22][ 100/5005] lr: 9.7299e-02 eta: 1 day, 9:43:33 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.6204 2022/12/06 15:09:15 - mmengine - INFO - Epoch(train) [22][ 200/5005] lr: 9.7294e-02 eta: 1 day, 9:43:20 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.6763 2022/12/06 15:09:29 - mmengine - INFO - Epoch(train) [22][ 300/5005] lr: 9.7289e-02 eta: 1 day, 9:43:08 time: 0.1364 data_time: 0.0011 memory: 4390 loss: 4.0144 2022/12/06 15:09:43 - mmengine - INFO - Epoch(train) [22][ 400/5005] lr: 9.7284e-02 eta: 1 day, 9:42:54 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.3733 2022/12/06 15:09:56 - mmengine - INFO - Epoch(train) [22][ 500/5005] lr: 9.7279e-02 eta: 1 day, 9:42:41 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.5301 2022/12/06 15:10:10 - mmengine - INFO - Epoch(train) [22][ 600/5005] lr: 9.7274e-02 eta: 1 day, 9:42:28 time: 0.1365 data_time: 0.0011 memory: 4390 loss: 4.0936 2022/12/06 15:10:23 - mmengine - INFO - Epoch(train) [22][ 700/5005] lr: 9.7269e-02 eta: 1 day, 9:42:15 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.8548 2022/12/06 15:10:37 - mmengine - INFO - Epoch(train) [22][ 800/5005] lr: 9.7264e-02 eta: 1 day, 9:42:02 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 4.2283 2022/12/06 15:10:50 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:10:51 - mmengine - INFO - Epoch(train) [22][ 900/5005] lr: 9.7258e-02 eta: 1 day, 9:41:49 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.7086 2022/12/06 15:11:04 - mmengine - INFO - Epoch(train) [22][1000/5005] lr: 9.7253e-02 eta: 1 day, 9:41:35 time: 0.1359 data_time: 0.0010 memory: 4390 loss: 3.9505 2022/12/06 15:11:18 - mmengine - INFO - Epoch(train) [22][1100/5005] lr: 9.7248e-02 eta: 1 day, 9:41:22 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.5964 2022/12/06 15:11:31 - mmengine - INFO - Epoch(train) [22][1200/5005] lr: 9.7243e-02 eta: 1 day, 9:41:08 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.9280 2022/12/06 15:11:45 - mmengine - INFO - Epoch(train) [22][1300/5005] lr: 9.7238e-02 eta: 1 day, 9:40:55 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.4699 2022/12/06 15:11:59 - mmengine - INFO - Epoch(train) [22][1400/5005] lr: 9.7233e-02 eta: 1 day, 9:40:42 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.9064 2022/12/06 15:12:12 - mmengine - INFO - Epoch(train) [22][1500/5005] lr: 9.7228e-02 eta: 1 day, 9:40:28 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.7861 2022/12/06 15:12:26 - mmengine - INFO - Epoch(train) [22][1600/5005] lr: 9.7222e-02 eta: 1 day, 9:40:14 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.6773 2022/12/06 15:12:39 - mmengine - INFO - Epoch(train) [22][1700/5005] lr: 9.7217e-02 eta: 1 day, 9:40:01 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 4.0778 2022/12/06 15:12:53 - mmengine - INFO - Epoch(train) [22][1800/5005] lr: 9.7212e-02 eta: 1 day, 9:39:47 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.5185 2022/12/06 15:13:06 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:13:06 - mmengine - INFO - Epoch(train) [22][1900/5005] lr: 9.7207e-02 eta: 1 day, 9:39:34 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.7731 2022/12/06 15:13:20 - mmengine - INFO - Epoch(train) [22][2000/5005] lr: 9.7202e-02 eta: 1 day, 9:39:23 time: 0.1357 data_time: 0.0010 memory: 4390 loss: 4.1352 2022/12/06 15:13:34 - mmengine - INFO - Epoch(train) [22][2100/5005] lr: 9.7197e-02 eta: 1 day, 9:39:10 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.5053 2022/12/06 15:13:48 - mmengine - INFO - Epoch(train) [22][2200/5005] lr: 9.7191e-02 eta: 1 day, 9:38:57 time: 0.1358 data_time: 0.0010 memory: 4390 loss: 3.1277 2022/12/06 15:14:01 - mmengine - INFO - Epoch(train) [22][2300/5005] lr: 9.7186e-02 eta: 1 day, 9:38:43 time: 0.1359 data_time: 0.0010 memory: 4390 loss: 4.0751 2022/12/06 15:14:15 - mmengine - INFO - Epoch(train) [22][2400/5005] lr: 9.7181e-02 eta: 1 day, 9:38:30 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.6887 2022/12/06 15:14:28 - mmengine - INFO - Epoch(train) [22][2500/5005] lr: 9.7176e-02 eta: 1 day, 9:38:16 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 4.2015 2022/12/06 15:14:42 - mmengine - INFO - Epoch(train) [22][2600/5005] lr: 9.7171e-02 eta: 1 day, 9:38:03 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.4066 2022/12/06 15:14:55 - mmengine - INFO - Epoch(train) [22][2700/5005] lr: 9.7165e-02 eta: 1 day, 9:37:49 time: 0.1358 data_time: 0.0010 memory: 4390 loss: 3.4622 2022/12/06 15:15:09 - mmengine - INFO - Epoch(train) [22][2800/5005] lr: 9.7160e-02 eta: 1 day, 9:37:38 time: 0.1451 data_time: 0.0010 memory: 4390 loss: 3.7658 2022/12/06 15:15:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:15:23 - mmengine - INFO - Epoch(train) [22][2900/5005] lr: 9.7155e-02 eta: 1 day, 9:37:25 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.3218 2022/12/06 15:15:36 - mmengine - INFO - Epoch(train) [22][3000/5005] lr: 9.7150e-02 eta: 1 day, 9:37:11 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.8640 2022/12/06 15:15:50 - mmengine - INFO - Epoch(train) [22][3100/5005] lr: 9.7145e-02 eta: 1 day, 9:36:59 time: 0.1366 data_time: 0.0012 memory: 4390 loss: 3.3736 2022/12/06 15:16:04 - mmengine - INFO - Epoch(train) [22][3200/5005] lr: 9.7139e-02 eta: 1 day, 9:36:46 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.8149 2022/12/06 15:16:17 - mmengine - INFO - Epoch(train) [22][3300/5005] lr: 9.7134e-02 eta: 1 day, 9:36:33 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.5545 2022/12/06 15:16:31 - mmengine - INFO - Epoch(train) [22][3400/5005] lr: 9.7129e-02 eta: 1 day, 9:36:19 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 4.0415 2022/12/06 15:16:45 - mmengine - INFO - Epoch(train) [22][3500/5005] lr: 9.7124e-02 eta: 1 day, 9:36:06 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.3931 2022/12/06 15:16:58 - mmengine - INFO - Epoch(train) [22][3600/5005] lr: 9.7118e-02 eta: 1 day, 9:35:53 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.8701 2022/12/06 15:17:12 - mmengine - INFO - Epoch(train) [22][3700/5005] lr: 9.7113e-02 eta: 1 day, 9:35:39 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.7944 2022/12/06 15:17:25 - mmengine - INFO - Epoch(train) [22][3800/5005] lr: 9.7108e-02 eta: 1 day, 9:35:26 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.6803 2022/12/06 15:17:38 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:17:39 - mmengine - INFO - Epoch(train) [22][3900/5005] lr: 9.7103e-02 eta: 1 day, 9:35:12 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.9814 2022/12/06 15:17:53 - mmengine - INFO - Epoch(train) [22][4000/5005] lr: 9.7097e-02 eta: 1 day, 9:34:58 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 3.9359 2022/12/06 15:18:06 - mmengine - INFO - Epoch(train) [22][4100/5005] lr: 9.7092e-02 eta: 1 day, 9:34:45 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.3784 2022/12/06 15:18:20 - mmengine - INFO - Epoch(train) [22][4200/5005] lr: 9.7087e-02 eta: 1 day, 9:34:31 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.7571 2022/12/06 15:18:33 - mmengine - INFO - Epoch(train) [22][4300/5005] lr: 9.7081e-02 eta: 1 day, 9:34:17 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.8429 2022/12/06 15:18:47 - mmengine - INFO - Epoch(train) [22][4400/5005] lr: 9.7076e-02 eta: 1 day, 9:34:05 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.3682 2022/12/06 15:19:01 - mmengine - INFO - Epoch(train) [22][4500/5005] lr: 9.7071e-02 eta: 1 day, 9:33:52 time: 0.1447 data_time: 0.0011 memory: 4390 loss: 3.9859 2022/12/06 15:19:14 - mmengine - INFO - Epoch(train) [22][4600/5005] lr: 9.7066e-02 eta: 1 day, 9:33:38 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.6254 2022/12/06 15:19:28 - mmengine - INFO - Epoch(train) [22][4700/5005] lr: 9.7060e-02 eta: 1 day, 9:33:24 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.6144 2022/12/06 15:19:41 - mmengine - INFO - Epoch(train) [22][4800/5005] lr: 9.7055e-02 eta: 1 day, 9:33:11 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.7884 2022/12/06 15:19:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:19:55 - mmengine - INFO - Epoch(train) [22][4900/5005] lr: 9.7050e-02 eta: 1 day, 9:32:57 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.3024 2022/12/06 15:20:08 - mmengine - INFO - Epoch(train) [22][5000/5005] lr: 9.7044e-02 eta: 1 day, 9:32:44 time: 0.1363 data_time: 0.0019 memory: 4390 loss: 3.5890 2022/12/06 15:20:09 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:20:09 - mmengine - INFO - Saving checkpoint at 22 epochs 2022/12/06 15:20:19 - mmengine - INFO - Epoch(val) [22][100/196] eta: 0:00:07 time: 0.0783 data_time: 0.0472 memory: 4390 2022/12/06 15:20:38 - mmengine - INFO - Epoch(val) [22][196/196] accuracy/top1: 59.0980 accuracy/top5: 83.1440 2022/12/06 15:20:52 - mmengine - INFO - Epoch(train) [23][ 100/5005] lr: 9.7039e-02 eta: 1 day, 9:32:33 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.1429 2022/12/06 15:21:05 - mmengine - INFO - Epoch(train) [23][ 200/5005] lr: 9.7033e-02 eta: 1 day, 9:32:19 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.5324 2022/12/06 15:21:19 - mmengine - INFO - Epoch(train) [23][ 300/5005] lr: 9.7028e-02 eta: 1 day, 9:32:07 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.3682 2022/12/06 15:21:33 - mmengine - INFO - Epoch(train) [23][ 400/5005] lr: 9.7023e-02 eta: 1 day, 9:31:54 time: 0.1357 data_time: 0.0010 memory: 4390 loss: 4.2834 2022/12/06 15:21:46 - mmengine - INFO - Epoch(train) [23][ 500/5005] lr: 9.7017e-02 eta: 1 day, 9:31:40 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.5766 2022/12/06 15:22:00 - mmengine - INFO - Epoch(train) [23][ 600/5005] lr: 9.7012e-02 eta: 1 day, 9:31:27 time: 0.1364 data_time: 0.0011 memory: 4390 loss: 3.4717 2022/12/06 15:22:13 - mmengine - INFO - Epoch(train) [23][ 700/5005] lr: 9.7007e-02 eta: 1 day, 9:31:13 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.7129 2022/12/06 15:22:27 - mmengine - INFO - Epoch(train) [23][ 800/5005] lr: 9.7001e-02 eta: 1 day, 9:31:00 time: 0.1358 data_time: 0.0010 memory: 4390 loss: 3.6536 2022/12/06 15:22:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:22:41 - mmengine - INFO - Epoch(train) [23][ 900/5005] lr: 9.6996e-02 eta: 1 day, 9:30:46 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.4690 2022/12/06 15:22:54 - mmengine - INFO - Epoch(train) [23][1000/5005] lr: 9.6991e-02 eta: 1 day, 9:30:33 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.5085 2022/12/06 15:23:08 - mmengine - INFO - Epoch(train) [23][1100/5005] lr: 9.6985e-02 eta: 1 day, 9:30:19 time: 0.1416 data_time: 0.0010 memory: 4390 loss: 3.5842 2022/12/06 15:23:21 - mmengine - INFO - Epoch(train) [23][1200/5005] lr: 9.6980e-02 eta: 1 day, 9:30:06 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.8251 2022/12/06 15:23:35 - mmengine - INFO - Epoch(train) [23][1300/5005] lr: 9.6975e-02 eta: 1 day, 9:29:52 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.6746 2022/12/06 15:23:48 - mmengine - INFO - Epoch(train) [23][1400/5005] lr: 9.6969e-02 eta: 1 day, 9:29:39 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 4.2502 2022/12/06 15:24:02 - mmengine - INFO - Epoch(train) [23][1500/5005] lr: 9.6964e-02 eta: 1 day, 9:29:26 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.1726 2022/12/06 15:24:16 - mmengine - INFO - Epoch(train) [23][1600/5005] lr: 9.6958e-02 eta: 1 day, 9:29:13 time: 0.1357 data_time: 0.0010 memory: 4390 loss: 3.6568 2022/12/06 15:24:29 - mmengine - INFO - Epoch(train) [23][1700/5005] lr: 9.6953e-02 eta: 1 day, 9:29:00 time: 0.1367 data_time: 0.0011 memory: 4390 loss: 3.8798 2022/12/06 15:24:43 - mmengine - INFO - Epoch(train) [23][1800/5005] lr: 9.6948e-02 eta: 1 day, 9:28:46 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.4717 2022/12/06 15:24:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:24:57 - mmengine - INFO - Epoch(train) [23][1900/5005] lr: 9.6942e-02 eta: 1 day, 9:28:34 time: 0.1536 data_time: 0.0012 memory: 4390 loss: 3.6723 2022/12/06 15:25:10 - mmengine - INFO - Epoch(train) [23][2000/5005] lr: 9.6937e-02 eta: 1 day, 9:28:20 time: 0.1362 data_time: 0.0012 memory: 4390 loss: 3.9290 2022/12/06 15:25:24 - mmengine - INFO - Epoch(train) [23][2100/5005] lr: 9.6931e-02 eta: 1 day, 9:28:08 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.5807 2022/12/06 15:25:38 - mmengine - INFO - Epoch(train) [23][2200/5005] lr: 9.6926e-02 eta: 1 day, 9:27:55 time: 0.1444 data_time: 0.0010 memory: 4390 loss: 3.9434 2022/12/06 15:25:51 - mmengine - INFO - Epoch(train) [23][2300/5005] lr: 9.6921e-02 eta: 1 day, 9:27:42 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.6607 2022/12/06 15:26:05 - mmengine - INFO - Epoch(train) [23][2400/5005] lr: 9.6915e-02 eta: 1 day, 9:27:28 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.6643 2022/12/06 15:26:18 - mmengine - INFO - Epoch(train) [23][2500/5005] lr: 9.6910e-02 eta: 1 day, 9:27:14 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.4878 2022/12/06 15:26:32 - mmengine - INFO - Epoch(train) [23][2600/5005] lr: 9.6904e-02 eta: 1 day, 9:27:00 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 4.0012 2022/12/06 15:26:46 - mmengine - INFO - Epoch(train) [23][2700/5005] lr: 9.6899e-02 eta: 1 day, 9:26:47 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.4838 2022/12/06 15:26:59 - mmengine - INFO - Epoch(train) [23][2800/5005] lr: 9.6893e-02 eta: 1 day, 9:26:34 time: 0.1351 data_time: 0.0010 memory: 4390 loss: 3.6970 2022/12/06 15:27:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:27:13 - mmengine - INFO - Epoch(train) [23][2900/5005] lr: 9.6888e-02 eta: 1 day, 9:26:20 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.4396 2022/12/06 15:27:26 - mmengine - INFO - Epoch(train) [23][3000/5005] lr: 9.6883e-02 eta: 1 day, 9:26:07 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.4635 2022/12/06 15:27:40 - mmengine - INFO - Epoch(train) [23][3100/5005] lr: 9.6877e-02 eta: 1 day, 9:25:53 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 4.4350 2022/12/06 15:27:53 - mmengine - INFO - Epoch(train) [23][3200/5005] lr: 9.6872e-02 eta: 1 day, 9:25:40 time: 0.1362 data_time: 0.0010 memory: 4390 loss: 3.8825 2022/12/06 15:28:07 - mmengine - INFO - Epoch(train) [23][3300/5005] lr: 9.6866e-02 eta: 1 day, 9:25:28 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.9521 2022/12/06 15:28:21 - mmengine - INFO - Epoch(train) [23][3400/5005] lr: 9.6861e-02 eta: 1 day, 9:25:14 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.7440 2022/12/06 15:28:34 - mmengine - INFO - Epoch(train) [23][3500/5005] lr: 9.6855e-02 eta: 1 day, 9:25:00 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 3.3192 2022/12/06 15:28:48 - mmengine - INFO - Epoch(train) [23][3600/5005] lr: 9.6850e-02 eta: 1 day, 9:24:47 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.7985 2022/12/06 15:29:02 - mmengine - INFO - Epoch(train) [23][3700/5005] lr: 9.6844e-02 eta: 1 day, 9:24:34 time: 0.1368 data_time: 0.0012 memory: 4390 loss: 3.9503 2022/12/06 15:29:15 - mmengine - INFO - Epoch(train) [23][3800/5005] lr: 9.6839e-02 eta: 1 day, 9:24:22 time: 0.1451 data_time: 0.0011 memory: 4390 loss: 3.6528 2022/12/06 15:29:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:29:29 - mmengine - INFO - Epoch(train) [23][3900/5005] lr: 9.6833e-02 eta: 1 day, 9:24:08 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 3.4020 2022/12/06 15:29:42 - mmengine - INFO - Epoch(train) [23][4000/5005] lr: 9.6828e-02 eta: 1 day, 9:23:55 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 4.0954 2022/12/06 15:29:56 - mmengine - INFO - Epoch(train) [23][4100/5005] lr: 9.6822e-02 eta: 1 day, 9:23:42 time: 0.1362 data_time: 0.0014 memory: 4390 loss: 3.3846 2022/12/06 15:30:10 - mmengine - INFO - Epoch(train) [23][4200/5005] lr: 9.6817e-02 eta: 1 day, 9:23:28 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.5642 2022/12/06 15:30:23 - mmengine - INFO - Epoch(train) [23][4300/5005] lr: 9.6811e-02 eta: 1 day, 9:23:14 time: 0.1361 data_time: 0.0011 memory: 4390 loss: 3.7700 2022/12/06 15:30:37 - mmengine - INFO - Epoch(train) [23][4400/5005] lr: 9.6806e-02 eta: 1 day, 9:23:01 time: 0.1360 data_time: 0.0010 memory: 4390 loss: 3.9563 2022/12/06 15:30:50 - mmengine - INFO - Epoch(train) [23][4500/5005] lr: 9.6800e-02 eta: 1 day, 9:22:48 time: 0.1374 data_time: 0.0011 memory: 4390 loss: 3.5505 2022/12/06 15:31:04 - mmengine - INFO - Epoch(train) [23][4600/5005] lr: 9.6795e-02 eta: 1 day, 9:22:35 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.5021 2022/12/06 15:31:18 - mmengine - INFO - Epoch(train) [23][4700/5005] lr: 9.6789e-02 eta: 1 day, 9:22:22 time: 0.1357 data_time: 0.0010 memory: 4390 loss: 3.6553 2022/12/06 15:31:31 - mmengine - INFO - Epoch(train) [23][4800/5005] lr: 9.6784e-02 eta: 1 day, 9:22:08 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.4796 2022/12/06 15:31:43 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:31:45 - mmengine - INFO - Epoch(train) [23][4900/5005] lr: 9.6778e-02 eta: 1 day, 9:21:54 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.7561 2022/12/06 15:31:58 - mmengine - INFO - Epoch(train) [23][5000/5005] lr: 9.6773e-02 eta: 1 day, 9:21:41 time: 0.1366 data_time: 0.0020 memory: 4390 loss: 3.5613 2022/12/06 15:31:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:31:59 - mmengine - INFO - Saving checkpoint at 23 epochs 2022/12/06 15:32:09 - mmengine - INFO - Epoch(val) [23][100/196] eta: 0:00:07 time: 0.0745 data_time: 0.0438 memory: 4390 2022/12/06 15:32:28 - mmengine - INFO - Epoch(val) [23][196/196] accuracy/top1: 58.7260 accuracy/top5: 82.4580 2022/12/06 15:32:43 - mmengine - INFO - Epoch(train) [24][ 100/5005] lr: 9.6767e-02 eta: 1 day, 9:21:31 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.7872 2022/12/06 15:32:56 - mmengine - INFO - Epoch(train) [24][ 200/5005] lr: 9.6761e-02 eta: 1 day, 9:21:17 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.8579 2022/12/06 15:33:10 - mmengine - INFO - Epoch(train) [24][ 300/5005] lr: 9.6756e-02 eta: 1 day, 9:21:05 time: 0.1439 data_time: 0.0012 memory: 4390 loss: 3.4558 2022/12/06 15:33:23 - mmengine - INFO - Epoch(train) [24][ 400/5005] lr: 9.6750e-02 eta: 1 day, 9:20:51 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.9811 2022/12/06 15:33:37 - mmengine - INFO - Epoch(train) [24][ 500/5005] lr: 9.6744e-02 eta: 1 day, 9:20:37 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.5813 2022/12/06 15:33:51 - mmengine - INFO - Epoch(train) [24][ 600/5005] lr: 9.6739e-02 eta: 1 day, 9:20:25 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.8469 2022/12/06 15:34:04 - mmengine - INFO - Epoch(train) [24][ 700/5005] lr: 9.6733e-02 eta: 1 day, 9:20:11 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.5290 2022/12/06 15:34:18 - mmengine - INFO - Epoch(train) [24][ 800/5005] lr: 9.6728e-02 eta: 1 day, 9:19:57 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.5034 2022/12/06 15:34:29 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:34:31 - mmengine - INFO - Epoch(train) [24][ 900/5005] lr: 9.6722e-02 eta: 1 day, 9:19:43 time: 0.1350 data_time: 0.0012 memory: 4390 loss: 4.1831 2022/12/06 15:34:45 - mmengine - INFO - Epoch(train) [24][1000/5005] lr: 9.6717e-02 eta: 1 day, 9:19:30 time: 0.1411 data_time: 0.0011 memory: 4390 loss: 3.2694 2022/12/06 15:34:58 - mmengine - INFO - Epoch(train) [24][1100/5005] lr: 9.6711e-02 eta: 1 day, 9:19:16 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.3696 2022/12/06 15:35:12 - mmengine - INFO - Epoch(train) [24][1200/5005] lr: 9.6705e-02 eta: 1 day, 9:19:02 time: 0.1350 data_time: 0.0013 memory: 4390 loss: 3.8477 2022/12/06 15:35:26 - mmengine - INFO - Epoch(train) [24][1300/5005] lr: 9.6700e-02 eta: 1 day, 9:18:49 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.9376 2022/12/06 15:35:39 - mmengine - INFO - Epoch(train) [24][1400/5005] lr: 9.6694e-02 eta: 1 day, 9:18:35 time: 0.1358 data_time: 0.0015 memory: 4390 loss: 3.6107 2022/12/06 15:35:53 - mmengine - INFO - Epoch(train) [24][1500/5005] lr: 9.6689e-02 eta: 1 day, 9:18:21 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.6610 2022/12/06 15:36:06 - mmengine - INFO - Epoch(train) [24][1600/5005] lr: 9.6683e-02 eta: 1 day, 9:18:08 time: 0.1348 data_time: 0.0011 memory: 4390 loss: 3.3111 2022/12/06 15:36:20 - mmengine - INFO - Epoch(train) [24][1700/5005] lr: 9.6677e-02 eta: 1 day, 9:17:55 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.6412 2022/12/06 15:36:34 - mmengine - INFO - Epoch(train) [24][1800/5005] lr: 9.6672e-02 eta: 1 day, 9:17:43 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.6848 2022/12/06 15:36:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:36:47 - mmengine - INFO - Epoch(train) [24][1900/5005] lr: 9.6666e-02 eta: 1 day, 9:17:30 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.4151 2022/12/06 15:37:01 - mmengine - INFO - Epoch(train) [24][2000/5005] lr: 9.6660e-02 eta: 1 day, 9:17:17 time: 0.1364 data_time: 0.0011 memory: 4390 loss: 3.7570 2022/12/06 15:37:15 - mmengine - INFO - Epoch(train) [24][2100/5005] lr: 9.6655e-02 eta: 1 day, 9:17:04 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.2761 2022/12/06 15:37:28 - mmengine - INFO - Epoch(train) [24][2200/5005] lr: 9.6649e-02 eta: 1 day, 9:16:51 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 4.0680 2022/12/06 15:37:42 - mmengine - INFO - Epoch(train) [24][2300/5005] lr: 9.6643e-02 eta: 1 day, 9:16:38 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 3.4269 2022/12/06 15:37:55 - mmengine - INFO - Epoch(train) [24][2400/5005] lr: 9.6638e-02 eta: 1 day, 9:16:24 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.6217 2022/12/06 15:38:09 - mmengine - INFO - Epoch(train) [24][2500/5005] lr: 9.6632e-02 eta: 1 day, 9:16:11 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.8270 2022/12/06 15:38:23 - mmengine - INFO - Epoch(train) [24][2600/5005] lr: 9.6626e-02 eta: 1 day, 9:15:57 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.4183 2022/12/06 15:38:36 - mmengine - INFO - Epoch(train) [24][2700/5005] lr: 9.6621e-02 eta: 1 day, 9:15:43 time: 0.1348 data_time: 0.0010 memory: 4390 loss: 3.5736 2022/12/06 15:38:50 - mmengine - INFO - Epoch(train) [24][2800/5005] lr: 9.6615e-02 eta: 1 day, 9:15:29 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.4994 2022/12/06 15:39:01 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:39:03 - mmengine - INFO - Epoch(train) [24][2900/5005] lr: 9.6609e-02 eta: 1 day, 9:15:16 time: 0.1357 data_time: 0.0010 memory: 4390 loss: 3.3882 2022/12/06 15:39:17 - mmengine - INFO - Epoch(train) [24][3000/5005] lr: 9.6604e-02 eta: 1 day, 9:15:02 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.8303 2022/12/06 15:39:30 - mmengine - INFO - Epoch(train) [24][3100/5005] lr: 9.6598e-02 eta: 1 day, 9:14:48 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 4.1612 2022/12/06 15:39:44 - mmengine - INFO - Epoch(train) [24][3200/5005] lr: 9.6592e-02 eta: 1 day, 9:14:35 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.5026 2022/12/06 15:39:58 - mmengine - INFO - Epoch(train) [24][3300/5005] lr: 9.6587e-02 eta: 1 day, 9:14:22 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.7489 2022/12/06 15:40:11 - mmengine - INFO - Epoch(train) [24][3400/5005] lr: 9.6581e-02 eta: 1 day, 9:14:10 time: 0.1362 data_time: 0.0011 memory: 4390 loss: 3.8209 2022/12/06 15:40:25 - mmengine - INFO - Epoch(train) [24][3500/5005] lr: 9.6575e-02 eta: 1 day, 9:13:57 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.7511 2022/12/06 15:40:39 - mmengine - INFO - Epoch(train) [24][3600/5005] lr: 9.6570e-02 eta: 1 day, 9:13:44 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 4.2554 2022/12/06 15:40:52 - mmengine - INFO - Epoch(train) [24][3700/5005] lr: 9.6564e-02 eta: 1 day, 9:13:31 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.6505 2022/12/06 15:41:06 - mmengine - INFO - Epoch(train) [24][3800/5005] lr: 9.6558e-02 eta: 1 day, 9:13:18 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.8250 2022/12/06 15:41:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:41:20 - mmengine - INFO - Epoch(train) [24][3900/5005] lr: 9.6552e-02 eta: 1 day, 9:13:06 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.6065 2022/12/06 15:41:33 - mmengine - INFO - Epoch(train) [24][4000/5005] lr: 9.6547e-02 eta: 1 day, 9:12:52 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.2044 2022/12/06 15:41:47 - mmengine - INFO - Epoch(train) [24][4100/5005] lr: 9.6541e-02 eta: 1 day, 9:12:39 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.9134 2022/12/06 15:42:01 - mmengine - INFO - Epoch(train) [24][4200/5005] lr: 9.6535e-02 eta: 1 day, 9:12:26 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.4960 2022/12/06 15:42:14 - mmengine - INFO - Epoch(train) [24][4300/5005] lr: 9.6529e-02 eta: 1 day, 9:12:12 time: 0.1361 data_time: 0.0011 memory: 4390 loss: 3.5421 2022/12/06 15:42:28 - mmengine - INFO - Epoch(train) [24][4400/5005] lr: 9.6524e-02 eta: 1 day, 9:11:59 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.3652 2022/12/06 15:42:41 - mmengine - INFO - Epoch(train) [24][4500/5005] lr: 9.6518e-02 eta: 1 day, 9:11:45 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.3279 2022/12/06 15:42:55 - mmengine - INFO - Epoch(train) [24][4600/5005] lr: 9.6512e-02 eta: 1 day, 9:11:32 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 4.0897 2022/12/06 15:43:09 - mmengine - INFO - Epoch(train) [24][4700/5005] lr: 9.6506e-02 eta: 1 day, 9:11:19 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.8284 2022/12/06 15:43:22 - mmengine - INFO - Epoch(train) [24][4800/5005] lr: 9.6501e-02 eta: 1 day, 9:11:06 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 4.0744 2022/12/06 15:43:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:43:36 - mmengine - INFO - Epoch(train) [24][4900/5005] lr: 9.6495e-02 eta: 1 day, 9:10:53 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.3693 2022/12/06 15:43:49 - mmengine - INFO - Epoch(train) [24][5000/5005] lr: 9.6489e-02 eta: 1 day, 9:10:40 time: 0.1370 data_time: 0.0021 memory: 4390 loss: 3.7818 2022/12/06 15:43:50 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:43:50 - mmengine - INFO - Saving checkpoint at 24 epochs 2022/12/06 15:44:00 - mmengine - INFO - Epoch(val) [24][100/196] eta: 0:00:07 time: 0.0760 data_time: 0.0456 memory: 4390 2022/12/06 15:44:19 - mmengine - INFO - Epoch(val) [24][196/196] accuracy/top1: 59.9660 accuracy/top5: 83.4560 2022/12/06 15:44:34 - mmengine - INFO - Epoch(train) [25][ 100/5005] lr: 9.6483e-02 eta: 1 day, 9:10:31 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.3826 2022/12/06 15:44:47 - mmengine - INFO - Epoch(train) [25][ 200/5005] lr: 9.6477e-02 eta: 1 day, 9:10:18 time: 0.1363 data_time: 0.0011 memory: 4390 loss: 3.9237 2022/12/06 15:45:01 - mmengine - INFO - Epoch(train) [25][ 300/5005] lr: 9.6472e-02 eta: 1 day, 9:10:05 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.5052 2022/12/06 15:45:14 - mmengine - INFO - Epoch(train) [25][ 400/5005] lr: 9.6466e-02 eta: 1 day, 9:09:51 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 4.1724 2022/12/06 15:45:28 - mmengine - INFO - Epoch(train) [25][ 500/5005] lr: 9.6460e-02 eta: 1 day, 9:09:39 time: 0.1361 data_time: 0.0011 memory: 4390 loss: 3.5985 2022/12/06 15:45:42 - mmengine - INFO - Epoch(train) [25][ 600/5005] lr: 9.6454e-02 eta: 1 day, 9:09:26 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.7017 2022/12/06 15:45:55 - mmengine - INFO - Epoch(train) [25][ 700/5005] lr: 9.6448e-02 eta: 1 day, 9:09:12 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.5025 2022/12/06 15:46:09 - mmengine - INFO - Epoch(train) [25][ 800/5005] lr: 9.6443e-02 eta: 1 day, 9:08:59 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.1667 2022/12/06 15:46:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:46:23 - mmengine - INFO - Epoch(train) [25][ 900/5005] lr: 9.6437e-02 eta: 1 day, 9:08:46 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.5208 2022/12/06 15:46:36 - mmengine - INFO - Epoch(train) [25][1000/5005] lr: 9.6431e-02 eta: 1 day, 9:08:32 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.3115 2022/12/06 15:46:50 - mmengine - INFO - Epoch(train) [25][1100/5005] lr: 9.6425e-02 eta: 1 day, 9:08:18 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.5705 2022/12/06 15:47:03 - mmengine - INFO - Epoch(train) [25][1200/5005] lr: 9.6419e-02 eta: 1 day, 9:08:05 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.7126 2022/12/06 15:47:17 - mmengine - INFO - Epoch(train) [25][1300/5005] lr: 9.6413e-02 eta: 1 day, 9:07:51 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.7768 2022/12/06 15:47:30 - mmengine - INFO - Epoch(train) [25][1400/5005] lr: 9.6408e-02 eta: 1 day, 9:07:38 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.4149 2022/12/06 15:47:44 - mmengine - INFO - Epoch(train) [25][1500/5005] lr: 9.6402e-02 eta: 1 day, 9:07:24 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.2847 2022/12/06 15:47:58 - mmengine - INFO - Epoch(train) [25][1600/5005] lr: 9.6396e-02 eta: 1 day, 9:07:12 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 4.0581 2022/12/06 15:48:11 - mmengine - INFO - Epoch(train) [25][1700/5005] lr: 9.6390e-02 eta: 1 day, 9:06:58 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.8628 2022/12/06 15:48:25 - mmengine - INFO - Epoch(train) [25][1800/5005] lr: 9.6384e-02 eta: 1 day, 9:06:45 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.2708 2022/12/06 15:48:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:48:39 - mmengine - INFO - Epoch(train) [25][1900/5005] lr: 9.6378e-02 eta: 1 day, 9:06:31 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.9023 2022/12/06 15:48:52 - mmengine - INFO - Epoch(train) [25][2000/5005] lr: 9.6372e-02 eta: 1 day, 9:06:18 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.3945 2022/12/06 15:49:06 - mmengine - INFO - Epoch(train) [25][2100/5005] lr: 9.6367e-02 eta: 1 day, 9:06:05 time: 0.1350 data_time: 0.0010 memory: 4390 loss: 3.3009 2022/12/06 15:49:20 - mmengine - INFO - Epoch(train) [25][2200/5005] lr: 9.6361e-02 eta: 1 day, 9:05:53 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.8657 2022/12/06 15:49:33 - mmengine - INFO - Epoch(train) [25][2300/5005] lr: 9.6355e-02 eta: 1 day, 9:05:40 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.7584 2022/12/06 15:49:47 - mmengine - INFO - Epoch(train) [25][2400/5005] lr: 9.6349e-02 eta: 1 day, 9:05:26 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.5117 2022/12/06 15:50:00 - mmengine - INFO - Epoch(train) [25][2500/5005] lr: 9.6343e-02 eta: 1 day, 9:05:12 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.6776 2022/12/06 15:50:14 - mmengine - INFO - Epoch(train) [25][2600/5005] lr: 9.6337e-02 eta: 1 day, 9:04:58 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.7539 2022/12/06 15:50:27 - mmengine - INFO - Epoch(train) [25][2700/5005] lr: 9.6331e-02 eta: 1 day, 9:04:45 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.4755 2022/12/06 15:50:41 - mmengine - INFO - Epoch(train) [25][2800/5005] lr: 9.6325e-02 eta: 1 day, 9:04:32 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.3119 2022/12/06 15:50:52 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:50:55 - mmengine - INFO - Epoch(train) [25][2900/5005] lr: 9.6319e-02 eta: 1 day, 9:04:18 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.6845 2022/12/06 15:51:08 - mmengine - INFO - Epoch(train) [25][3000/5005] lr: 9.6314e-02 eta: 1 day, 9:04:04 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 4.2578 2022/12/06 15:51:22 - mmengine - INFO - Epoch(train) [25][3100/5005] lr: 9.6308e-02 eta: 1 day, 9:03:51 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.5497 2022/12/06 15:51:35 - mmengine - INFO - Epoch(train) [25][3200/5005] lr: 9.6302e-02 eta: 1 day, 9:03:37 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.3646 2022/12/06 15:51:49 - mmengine - INFO - Epoch(train) [25][3300/5005] lr: 9.6296e-02 eta: 1 day, 9:03:23 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.4712 2022/12/06 15:52:03 - mmengine - INFO - Epoch(train) [25][3400/5005] lr: 9.6290e-02 eta: 1 day, 9:03:10 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.9117 2022/12/06 15:52:16 - mmengine - INFO - Epoch(train) [25][3500/5005] lr: 9.6284e-02 eta: 1 day, 9:02:58 time: 0.1455 data_time: 0.0012 memory: 4390 loss: 3.4356 2022/12/06 15:52:30 - mmengine - INFO - Epoch(train) [25][3600/5005] lr: 9.6278e-02 eta: 1 day, 9:02:45 time: 0.1362 data_time: 0.0012 memory: 4390 loss: 3.6941 2022/12/06 15:52:44 - mmengine - INFO - Epoch(train) [25][3700/5005] lr: 9.6272e-02 eta: 1 day, 9:02:32 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.6672 2022/12/06 15:52:57 - mmengine - INFO - Epoch(train) [25][3800/5005] lr: 9.6266e-02 eta: 1 day, 9:02:19 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 4.3538 2022/12/06 15:53:08 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:53:11 - mmengine - INFO - Epoch(train) [25][3900/5005] lr: 9.6260e-02 eta: 1 day, 9:02:06 time: 0.1361 data_time: 0.0011 memory: 4390 loss: 3.8289 2022/12/06 15:53:25 - mmengine - INFO - Epoch(train) [25][4000/5005] lr: 9.6254e-02 eta: 1 day, 9:01:52 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.8778 2022/12/06 15:53:38 - mmengine - INFO - Epoch(train) [25][4100/5005] lr: 9.6248e-02 eta: 1 day, 9:01:39 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.4882 2022/12/06 15:53:52 - mmengine - INFO - Epoch(train) [25][4200/5005] lr: 9.6242e-02 eta: 1 day, 9:01:27 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.7906 2022/12/06 15:54:05 - mmengine - INFO - Epoch(train) [25][4300/5005] lr: 9.6236e-02 eta: 1 day, 9:01:13 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.3124 2022/12/06 15:54:19 - mmengine - INFO - Epoch(train) [25][4400/5005] lr: 9.6230e-02 eta: 1 day, 9:00:59 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.4325 2022/12/06 15:54:33 - mmengine - INFO - Epoch(train) [25][4500/5005] lr: 9.6224e-02 eta: 1 day, 9:00:46 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 4.1111 2022/12/06 15:54:46 - mmengine - INFO - Epoch(train) [25][4600/5005] lr: 9.6218e-02 eta: 1 day, 9:00:33 time: 0.1361 data_time: 0.0011 memory: 4390 loss: 3.4056 2022/12/06 15:55:00 - mmengine - INFO - Epoch(train) [25][4700/5005] lr: 9.6212e-02 eta: 1 day, 9:00:19 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.6845 2022/12/06 15:55:13 - mmengine - INFO - Epoch(train) [25][4800/5005] lr: 9.6206e-02 eta: 1 day, 9:00:06 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.4651 2022/12/06 15:55:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:55:27 - mmengine - INFO - Epoch(train) [25][4900/5005] lr: 9.6200e-02 eta: 1 day, 8:59:52 time: 0.1357 data_time: 0.0010 memory: 4390 loss: 3.9158 2022/12/06 15:55:41 - mmengine - INFO - Epoch(train) [25][5000/5005] lr: 9.6194e-02 eta: 1 day, 8:59:40 time: 0.1368 data_time: 0.0021 memory: 4390 loss: 3.9446 2022/12/06 15:55:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:55:41 - mmengine - INFO - Saving checkpoint at 25 epochs 2022/12/06 15:55:52 - mmengine - INFO - Epoch(val) [25][100/196] eta: 0:00:07 time: 0.0757 data_time: 0.0448 memory: 4390 2022/12/06 15:56:11 - mmengine - INFO - Epoch(val) [25][196/196] accuracy/top1: 59.2020 accuracy/top5: 82.8300 2022/12/06 15:56:25 - mmengine - INFO - Epoch(train) [26][ 100/5005] lr: 9.6188e-02 eta: 1 day, 8:59:29 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.8602 2022/12/06 15:56:38 - mmengine - INFO - Epoch(train) [26][ 200/5005] lr: 9.6182e-02 eta: 1 day, 8:59:16 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.7767 2022/12/06 15:56:52 - mmengine - INFO - Epoch(train) [26][ 300/5005] lr: 9.6176e-02 eta: 1 day, 8:59:03 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.3713 2022/12/06 15:57:06 - mmengine - INFO - Epoch(train) [26][ 400/5005] lr: 9.6170e-02 eta: 1 day, 8:58:49 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.8270 2022/12/06 15:57:19 - mmengine - INFO - Epoch(train) [26][ 500/5005] lr: 9.6164e-02 eta: 1 day, 8:58:36 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.9103 2022/12/06 15:57:33 - mmengine - INFO - Epoch(train) [26][ 600/5005] lr: 9.6158e-02 eta: 1 day, 8:58:23 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.7212 2022/12/06 15:57:47 - mmengine - INFO - Epoch(train) [26][ 700/5005] lr: 9.6152e-02 eta: 1 day, 8:58:10 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.7092 2022/12/06 15:58:00 - mmengine - INFO - Epoch(train) [26][ 800/5005] lr: 9.6146e-02 eta: 1 day, 8:57:57 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.2074 2022/12/06 15:58:10 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 15:58:14 - mmengine - INFO - Epoch(train) [26][ 900/5005] lr: 9.6140e-02 eta: 1 day, 8:57:43 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.4339 2022/12/06 15:58:27 - mmengine - INFO - Epoch(train) [26][1000/5005] lr: 9.6134e-02 eta: 1 day, 8:57:29 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.2957 2022/12/06 15:58:41 - mmengine - INFO - Epoch(train) [26][1100/5005] lr: 9.6128e-02 eta: 1 day, 8:57:16 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 4.0511 2022/12/06 15:58:55 - mmengine - INFO - Epoch(train) [26][1200/5005] lr: 9.6122e-02 eta: 1 day, 8:57:02 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.1787 2022/12/06 15:59:08 - mmengine - INFO - Epoch(train) [26][1300/5005] lr: 9.6116e-02 eta: 1 day, 8:56:48 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.8174 2022/12/06 15:59:22 - mmengine - INFO - Epoch(train) [26][1400/5005] lr: 9.6110e-02 eta: 1 day, 8:56:35 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.2490 2022/12/06 15:59:35 - mmengine - INFO - Epoch(train) [26][1500/5005] lr: 9.6103e-02 eta: 1 day, 8:56:21 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.7262 2022/12/06 15:59:49 - mmengine - INFO - Epoch(train) [26][1600/5005] lr: 9.6097e-02 eta: 1 day, 8:56:08 time: 0.1360 data_time: 0.0011 memory: 4390 loss: 4.1046 2022/12/06 16:00:03 - mmengine - INFO - Epoch(train) [26][1700/5005] lr: 9.6091e-02 eta: 1 day, 8:55:55 time: 0.1452 data_time: 0.0013 memory: 4390 loss: 3.4425 2022/12/06 16:00:16 - mmengine - INFO - Epoch(train) [26][1800/5005] lr: 9.6085e-02 eta: 1 day, 8:55:42 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.3527 2022/12/06 16:00:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:00:30 - mmengine - INFO - Epoch(train) [26][1900/5005] lr: 9.6079e-02 eta: 1 day, 8:55:28 time: 0.1347 data_time: 0.0010 memory: 4390 loss: 3.2896 2022/12/06 16:00:43 - mmengine - INFO - Epoch(train) [26][2000/5005] lr: 9.6073e-02 eta: 1 day, 8:55:14 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.3199 2022/12/06 16:00:57 - mmengine - INFO - Epoch(train) [26][2100/5005] lr: 9.6067e-02 eta: 1 day, 8:55:01 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.8457 2022/12/06 16:01:10 - mmengine - INFO - Epoch(train) [26][2200/5005] lr: 9.6061e-02 eta: 1 day, 8:54:47 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 3.7416 2022/12/06 16:01:24 - mmengine - INFO - Epoch(train) [26][2300/5005] lr: 9.6055e-02 eta: 1 day, 8:54:35 time: 0.1360 data_time: 0.0011 memory: 4390 loss: 3.5704 2022/12/06 16:01:38 - mmengine - INFO - Epoch(train) [26][2400/5005] lr: 9.6049e-02 eta: 1 day, 8:54:22 time: 0.1364 data_time: 0.0011 memory: 4390 loss: 3.2619 2022/12/06 16:01:51 - mmengine - INFO - Epoch(train) [26][2500/5005] lr: 9.6042e-02 eta: 1 day, 8:54:08 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.7988 2022/12/06 16:02:05 - mmengine - INFO - Epoch(train) [26][2600/5005] lr: 9.6036e-02 eta: 1 day, 8:53:55 time: 0.1367 data_time: 0.0011 memory: 4390 loss: 4.2551 2022/12/06 16:02:19 - mmengine - INFO - Epoch(train) [26][2700/5005] lr: 9.6030e-02 eta: 1 day, 8:53:41 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.7981 2022/12/06 16:02:32 - mmengine - INFO - Epoch(train) [26][2800/5005] lr: 9.6024e-02 eta: 1 day, 8:53:28 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 4.2881 2022/12/06 16:02:42 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:02:46 - mmengine - INFO - Epoch(train) [26][2900/5005] lr: 9.6018e-02 eta: 1 day, 8:53:14 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 3.4587 2022/12/06 16:02:59 - mmengine - INFO - Epoch(train) [26][3000/5005] lr: 9.6012e-02 eta: 1 day, 8:53:01 time: 0.1364 data_time: 0.0011 memory: 4390 loss: 3.5240 2022/12/06 16:03:13 - mmengine - INFO - Epoch(train) [26][3100/5005] lr: 9.6006e-02 eta: 1 day, 8:52:48 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.3556 2022/12/06 16:03:27 - mmengine - INFO - Epoch(train) [26][3200/5005] lr: 9.6000e-02 eta: 1 day, 8:52:35 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.8881 2022/12/06 16:03:40 - mmengine - INFO - Epoch(train) [26][3300/5005] lr: 9.5993e-02 eta: 1 day, 8:52:21 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.4636 2022/12/06 16:03:54 - mmengine - INFO - Epoch(train) [26][3400/5005] lr: 9.5987e-02 eta: 1 day, 8:52:08 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 4.1472 2022/12/06 16:04:07 - mmengine - INFO - Epoch(train) [26][3500/5005] lr: 9.5981e-02 eta: 1 day, 8:51:54 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.6274 2022/12/06 16:04:21 - mmengine - INFO - Epoch(train) [26][3600/5005] lr: 9.5975e-02 eta: 1 day, 8:51:41 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.4184 2022/12/06 16:04:35 - mmengine - INFO - Epoch(train) [26][3700/5005] lr: 9.5969e-02 eta: 1 day, 8:51:27 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.8287 2022/12/06 16:04:48 - mmengine - INFO - Epoch(train) [26][3800/5005] lr: 9.5963e-02 eta: 1 day, 8:51:14 time: 0.1412 data_time: 0.0011 memory: 4390 loss: 3.9058 2022/12/06 16:04:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:05:02 - mmengine - INFO - Epoch(train) [26][3900/5005] lr: 9.5956e-02 eta: 1 day, 8:51:01 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.9605 2022/12/06 16:05:15 - mmengine - INFO - Epoch(train) [26][4000/5005] lr: 9.5950e-02 eta: 1 day, 8:50:47 time: 0.1350 data_time: 0.0013 memory: 4390 loss: 3.3487 2022/12/06 16:05:29 - mmengine - INFO - Epoch(train) [26][4100/5005] lr: 9.5944e-02 eta: 1 day, 8:50:33 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.9768 2022/12/06 16:05:43 - mmengine - INFO - Epoch(train) [26][4200/5005] lr: 9.5938e-02 eta: 1 day, 8:50:20 time: 0.1349 data_time: 0.0010 memory: 4390 loss: 3.5763 2022/12/06 16:05:56 - mmengine - INFO - Epoch(train) [26][4300/5005] lr: 9.5932e-02 eta: 1 day, 8:50:07 time: 0.1419 data_time: 0.0010 memory: 4390 loss: 3.6911 2022/12/06 16:06:10 - mmengine - INFO - Epoch(train) [26][4400/5005] lr: 9.5925e-02 eta: 1 day, 8:49:53 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.2320 2022/12/06 16:06:23 - mmengine - INFO - Epoch(train) [26][4500/5005] lr: 9.5919e-02 eta: 1 day, 8:49:40 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 3.7385 2022/12/06 16:06:37 - mmengine - INFO - Epoch(train) [26][4600/5005] lr: 9.5913e-02 eta: 1 day, 8:49:26 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.4240 2022/12/06 16:06:51 - mmengine - INFO - Epoch(train) [26][4700/5005] lr: 9.5907e-02 eta: 1 day, 8:49:12 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.3342 2022/12/06 16:07:04 - mmengine - INFO - Epoch(train) [26][4800/5005] lr: 9.5901e-02 eta: 1 day, 8:48:59 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.5946 2022/12/06 16:07:14 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:07:18 - mmengine - INFO - Epoch(train) [26][4900/5005] lr: 9.5894e-02 eta: 1 day, 8:48:46 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.7059 2022/12/06 16:07:31 - mmengine - INFO - Epoch(train) [26][5000/5005] lr: 9.5888e-02 eta: 1 day, 8:48:32 time: 0.1360 data_time: 0.0021 memory: 4390 loss: 3.1022 2022/12/06 16:07:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:07:32 - mmengine - INFO - Saving checkpoint at 26 epochs 2022/12/06 16:07:42 - mmengine - INFO - Epoch(val) [26][100/196] eta: 0:00:07 time: 0.0750 data_time: 0.0440 memory: 4390 2022/12/06 16:08:01 - mmengine - INFO - Epoch(val) [26][196/196] accuracy/top1: 59.8780 accuracy/top5: 83.5720 2022/12/06 16:08:15 - mmengine - INFO - Epoch(train) [27][ 100/5005] lr: 9.5882e-02 eta: 1 day, 8:48:21 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.4787 2022/12/06 16:08:29 - mmengine - INFO - Epoch(train) [27][ 200/5005] lr: 9.5875e-02 eta: 1 day, 8:48:08 time: 0.1358 data_time: 0.0010 memory: 4390 loss: 3.7463 2022/12/06 16:08:42 - mmengine - INFO - Epoch(train) [27][ 300/5005] lr: 9.5869e-02 eta: 1 day, 8:47:54 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.2377 2022/12/06 16:08:56 - mmengine - INFO - Epoch(train) [27][ 400/5005] lr: 9.5863e-02 eta: 1 day, 8:47:41 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 4.1248 2022/12/06 16:09:09 - mmengine - INFO - Epoch(train) [27][ 500/5005] lr: 9.5857e-02 eta: 1 day, 8:47:28 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.6461 2022/12/06 16:09:23 - mmengine - INFO - Epoch(train) [27][ 600/5005] lr: 9.5850e-02 eta: 1 day, 8:47:14 time: 0.1362 data_time: 0.0011 memory: 4390 loss: 3.3197 2022/12/06 16:09:37 - mmengine - INFO - Epoch(train) [27][ 700/5005] lr: 9.5844e-02 eta: 1 day, 8:47:01 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.3130 2022/12/06 16:09:50 - mmengine - INFO - Epoch(train) [27][ 800/5005] lr: 9.5838e-02 eta: 1 day, 8:46:48 time: 0.1361 data_time: 0.0011 memory: 4390 loss: 3.3812 2022/12/06 16:10:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:10:04 - mmengine - INFO - Epoch(train) [27][ 900/5005] lr: 9.5832e-02 eta: 1 day, 8:46:34 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.2393 2022/12/06 16:10:17 - mmengine - INFO - Epoch(train) [27][1000/5005] lr: 9.5825e-02 eta: 1 day, 8:46:20 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.7964 2022/12/06 16:10:31 - mmengine - INFO - Epoch(train) [27][1100/5005] lr: 9.5819e-02 eta: 1 day, 8:46:07 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.6160 2022/12/06 16:10:45 - mmengine - INFO - Epoch(train) [27][1200/5005] lr: 9.5813e-02 eta: 1 day, 8:45:54 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.5561 2022/12/06 16:10:58 - mmengine - INFO - Epoch(train) [27][1300/5005] lr: 9.5806e-02 eta: 1 day, 8:45:40 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.8913 2022/12/06 16:11:12 - mmengine - INFO - Epoch(train) [27][1400/5005] lr: 9.5800e-02 eta: 1 day, 8:45:27 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.4589 2022/12/06 16:11:25 - mmengine - INFO - Epoch(train) [27][1500/5005] lr: 9.5794e-02 eta: 1 day, 8:45:13 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.6453 2022/12/06 16:11:39 - mmengine - INFO - Epoch(train) [27][1600/5005] lr: 9.5788e-02 eta: 1 day, 8:45:00 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.5190 2022/12/06 16:11:53 - mmengine - INFO - Epoch(train) [27][1700/5005] lr: 9.5781e-02 eta: 1 day, 8:44:48 time: 0.1401 data_time: 0.0013 memory: 4390 loss: 3.4651 2022/12/06 16:12:06 - mmengine - INFO - Epoch(train) [27][1800/5005] lr: 9.5775e-02 eta: 1 day, 8:44:34 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 3.9462 2022/12/06 16:12:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:12:20 - mmengine - INFO - Epoch(train) [27][1900/5005] lr: 9.5769e-02 eta: 1 day, 8:44:20 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.9866 2022/12/06 16:12:34 - mmengine - INFO - Epoch(train) [27][2000/5005] lr: 9.5762e-02 eta: 1 day, 8:44:07 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.6749 2022/12/06 16:12:47 - mmengine - INFO - Epoch(train) [27][2100/5005] lr: 9.5756e-02 eta: 1 day, 8:43:53 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 3.8382 2022/12/06 16:13:01 - mmengine - INFO - Epoch(train) [27][2200/5005] lr: 9.5750e-02 eta: 1 day, 8:43:39 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 3.6111 2022/12/06 16:13:14 - mmengine - INFO - Epoch(train) [27][2300/5005] lr: 9.5743e-02 eta: 1 day, 8:43:26 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 3.8178 2022/12/06 16:13:28 - mmengine - INFO - Epoch(train) [27][2400/5005] lr: 9.5737e-02 eta: 1 day, 8:43:12 time: 0.1349 data_time: 0.0013 memory: 4390 loss: 3.7885 2022/12/06 16:13:41 - mmengine - INFO - Epoch(train) [27][2500/5005] lr: 9.5731e-02 eta: 1 day, 8:42:58 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.4603 2022/12/06 16:13:55 - mmengine - INFO - Epoch(train) [27][2600/5005] lr: 9.5724e-02 eta: 1 day, 8:42:45 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.5108 2022/12/06 16:14:09 - mmengine - INFO - Epoch(train) [27][2700/5005] lr: 9.5718e-02 eta: 1 day, 8:42:32 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.5807 2022/12/06 16:14:22 - mmengine - INFO - Epoch(train) [27][2800/5005] lr: 9.5712e-02 eta: 1 day, 8:42:19 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.1976 2022/12/06 16:14:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:14:36 - mmengine - INFO - Epoch(train) [27][2900/5005] lr: 9.5705e-02 eta: 1 day, 8:42:06 time: 0.1439 data_time: 0.0011 memory: 4390 loss: 3.6513 2022/12/06 16:14:50 - mmengine - INFO - Epoch(train) [27][3000/5005] lr: 9.5699e-02 eta: 1 day, 8:41:53 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.3527 2022/12/06 16:15:03 - mmengine - INFO - Epoch(train) [27][3100/5005] lr: 9.5692e-02 eta: 1 day, 8:41:39 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.6176 2022/12/06 16:15:17 - mmengine - INFO - Epoch(train) [27][3200/5005] lr: 9.5686e-02 eta: 1 day, 8:41:26 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.4809 2022/12/06 16:15:30 - mmengine - INFO - Epoch(train) [27][3300/5005] lr: 9.5680e-02 eta: 1 day, 8:41:12 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.6883 2022/12/06 16:15:44 - mmengine - INFO - Epoch(train) [27][3400/5005] lr: 9.5673e-02 eta: 1 day, 8:40:59 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.6383 2022/12/06 16:15:58 - mmengine - INFO - Epoch(train) [27][3500/5005] lr: 9.5667e-02 eta: 1 day, 8:40:46 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.7958 2022/12/06 16:16:11 - mmengine - INFO - Epoch(train) [27][3600/5005] lr: 9.5661e-02 eta: 1 day, 8:40:32 time: 0.1356 data_time: 0.0014 memory: 4390 loss: 3.5480 2022/12/06 16:16:25 - mmengine - INFO - Epoch(train) [27][3700/5005] lr: 9.5654e-02 eta: 1 day, 8:40:19 time: 0.1352 data_time: 0.0014 memory: 4390 loss: 3.6209 2022/12/06 16:16:39 - mmengine - INFO - Epoch(train) [27][3800/5005] lr: 9.5648e-02 eta: 1 day, 8:40:06 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.5052 2022/12/06 16:16:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:16:52 - mmengine - INFO - Epoch(train) [27][3900/5005] lr: 9.5641e-02 eta: 1 day, 8:39:52 time: 0.1378 data_time: 0.0013 memory: 4390 loss: 3.8927 2022/12/06 16:17:06 - mmengine - INFO - Epoch(train) [27][4000/5005] lr: 9.5635e-02 eta: 1 day, 8:39:39 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.8671 2022/12/06 16:17:19 - mmengine - INFO - Epoch(train) [27][4100/5005] lr: 9.5628e-02 eta: 1 day, 8:39:25 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 3.3391 2022/12/06 16:17:33 - mmengine - INFO - Epoch(train) [27][4200/5005] lr: 9.5622e-02 eta: 1 day, 8:39:11 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.3825 2022/12/06 16:17:47 - mmengine - INFO - Epoch(train) [27][4300/5005] lr: 9.5616e-02 eta: 1 day, 8:38:58 time: 0.1348 data_time: 0.0013 memory: 4390 loss: 3.9554 2022/12/06 16:18:00 - mmengine - INFO - Epoch(train) [27][4400/5005] lr: 9.5609e-02 eta: 1 day, 8:38:45 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.7886 2022/12/06 16:18:14 - mmengine - INFO - Epoch(train) [27][4500/5005] lr: 9.5603e-02 eta: 1 day, 8:38:32 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.7888 2022/12/06 16:18:28 - mmengine - INFO - Epoch(train) [27][4600/5005] lr: 9.5596e-02 eta: 1 day, 8:38:18 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 4.0956 2022/12/06 16:18:41 - mmengine - INFO - Epoch(train) [27][4700/5005] lr: 9.5590e-02 eta: 1 day, 8:38:05 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 3.3461 2022/12/06 16:18:55 - mmengine - INFO - Epoch(train) [27][4800/5005] lr: 9.5583e-02 eta: 1 day, 8:37:51 time: 0.1351 data_time: 0.0014 memory: 4390 loss: 4.1250 2022/12/06 16:19:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:19:08 - mmengine - INFO - Epoch(train) [27][4900/5005] lr: 9.5577e-02 eta: 1 day, 8:37:37 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.2468 2022/12/06 16:19:22 - mmengine - INFO - Epoch(train) [27][5000/5005] lr: 9.5571e-02 eta: 1 day, 8:37:24 time: 0.1363 data_time: 0.0022 memory: 4390 loss: 3.8968 2022/12/06 16:19:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:19:22 - mmengine - INFO - Saving checkpoint at 27 epochs 2022/12/06 16:19:33 - mmengine - INFO - Epoch(val) [27][100/196] eta: 0:00:07 time: 0.0689 data_time: 0.0382 memory: 4390 2022/12/06 16:19:51 - mmengine - INFO - Epoch(val) [27][196/196] accuracy/top1: 59.0740 accuracy/top5: 83.0020 2022/12/06 16:20:05 - mmengine - INFO - Epoch(train) [28][ 100/5005] lr: 9.5564e-02 eta: 1 day, 8:37:13 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.7677 2022/12/06 16:20:19 - mmengine - INFO - Epoch(train) [28][ 200/5005] lr: 9.5557e-02 eta: 1 day, 8:37:00 time: 0.1362 data_time: 0.0011 memory: 4390 loss: 3.4117 2022/12/06 16:20:33 - mmengine - INFO - Epoch(train) [28][ 300/5005] lr: 9.5551e-02 eta: 1 day, 8:36:47 time: 0.1364 data_time: 0.0011 memory: 4390 loss: 3.4797 2022/12/06 16:20:46 - mmengine - INFO - Epoch(train) [28][ 400/5005] lr: 9.5544e-02 eta: 1 day, 8:36:34 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.4717 2022/12/06 16:21:00 - mmengine - INFO - Epoch(train) [28][ 500/5005] lr: 9.5538e-02 eta: 1 day, 8:36:20 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.2727 2022/12/06 16:21:13 - mmengine - INFO - Epoch(train) [28][ 600/5005] lr: 9.5531e-02 eta: 1 day, 8:36:07 time: 0.1360 data_time: 0.0011 memory: 4390 loss: 3.6747 2022/12/06 16:21:27 - mmengine - INFO - Epoch(train) [28][ 700/5005] lr: 9.5525e-02 eta: 1 day, 8:35:54 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.3732 2022/12/06 16:21:41 - mmengine - INFO - Epoch(train) [28][ 800/5005] lr: 9.5518e-02 eta: 1 day, 8:35:41 time: 0.1366 data_time: 0.0010 memory: 4390 loss: 3.5370 2022/12/06 16:21:50 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:21:54 - mmengine - INFO - Epoch(train) [28][ 900/5005] lr: 9.5512e-02 eta: 1 day, 8:35:27 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.6451 2022/12/06 16:22:08 - mmengine - INFO - Epoch(train) [28][1000/5005] lr: 9.5505e-02 eta: 1 day, 8:35:14 time: 0.1425 data_time: 0.0011 memory: 4390 loss: 3.8436 2022/12/06 16:22:22 - mmengine - INFO - Epoch(train) [28][1100/5005] lr: 9.5499e-02 eta: 1 day, 8:35:01 time: 0.1353 data_time: 0.0010 memory: 4390 loss: 3.6769 2022/12/06 16:22:35 - mmengine - INFO - Epoch(train) [28][1200/5005] lr: 9.5492e-02 eta: 1 day, 8:34:48 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.4559 2022/12/06 16:22:49 - mmengine - INFO - Epoch(train) [28][1300/5005] lr: 9.5486e-02 eta: 1 day, 8:34:35 time: 0.1409 data_time: 0.0012 memory: 4390 loss: 3.5678 2022/12/06 16:23:03 - mmengine - INFO - Epoch(train) [28][1400/5005] lr: 9.5479e-02 eta: 1 day, 8:34:22 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.8156 2022/12/06 16:23:16 - mmengine - INFO - Epoch(train) [28][1500/5005] lr: 9.5473e-02 eta: 1 day, 8:34:08 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.4313 2022/12/06 16:23:30 - mmengine - INFO - Epoch(train) [28][1600/5005] lr: 9.5466e-02 eta: 1 day, 8:33:55 time: 0.1474 data_time: 0.0010 memory: 4390 loss: 3.4878 2022/12/06 16:23:44 - mmengine - INFO - Epoch(train) [28][1700/5005] lr: 9.5460e-02 eta: 1 day, 8:33:43 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.6386 2022/12/06 16:23:57 - mmengine - INFO - Epoch(train) [28][1800/5005] lr: 9.5453e-02 eta: 1 day, 8:33:29 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 4.0662 2022/12/06 16:24:06 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:24:11 - mmengine - INFO - Epoch(train) [28][1900/5005] lr: 9.5447e-02 eta: 1 day, 8:33:15 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.5192 2022/12/06 16:24:24 - mmengine - INFO - Epoch(train) [28][2000/5005] lr: 9.5440e-02 eta: 1 day, 8:33:02 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.7898 2022/12/06 16:24:38 - mmengine - INFO - Epoch(train) [28][2100/5005] lr: 9.5434e-02 eta: 1 day, 8:32:49 time: 0.1362 data_time: 0.0011 memory: 4390 loss: 3.7953 2022/12/06 16:24:52 - mmengine - INFO - Epoch(train) [28][2200/5005] lr: 9.5427e-02 eta: 1 day, 8:32:36 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.7626 2022/12/06 16:25:05 - mmengine - INFO - Epoch(train) [28][2300/5005] lr: 9.5421e-02 eta: 1 day, 8:32:23 time: 0.1468 data_time: 0.0012 memory: 4390 loss: 3.5722 2022/12/06 16:25:19 - mmengine - INFO - Epoch(train) [28][2400/5005] lr: 9.5414e-02 eta: 1 day, 8:32:10 time: 0.1371 data_time: 0.0012 memory: 4390 loss: 4.2127 2022/12/06 16:25:33 - mmengine - INFO - Epoch(train) [28][2500/5005] lr: 9.5407e-02 eta: 1 day, 8:31:57 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.6177 2022/12/06 16:25:46 - mmengine - INFO - Epoch(train) [28][2600/5005] lr: 9.5401e-02 eta: 1 day, 8:31:43 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 3.4336 2022/12/06 16:26:00 - mmengine - INFO - Epoch(train) [28][2700/5005] lr: 9.5394e-02 eta: 1 day, 8:31:29 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.9744 2022/12/06 16:26:14 - mmengine - INFO - Epoch(train) [28][2800/5005] lr: 9.5388e-02 eta: 1 day, 8:31:16 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.8533 2022/12/06 16:26:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:26:27 - mmengine - INFO - Epoch(train) [28][2900/5005] lr: 9.5381e-02 eta: 1 day, 8:31:03 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.4759 2022/12/06 16:26:41 - mmengine - INFO - Epoch(train) [28][3000/5005] lr: 9.5374e-02 eta: 1 day, 8:30:50 time: 0.1350 data_time: 0.0012 memory: 4390 loss: 3.6773 2022/12/06 16:26:54 - mmengine - INFO - Epoch(train) [28][3100/5005] lr: 9.5368e-02 eta: 1 day, 8:30:36 time: 0.1350 data_time: 0.0012 memory: 4390 loss: 3.6264 2022/12/06 16:27:08 - mmengine - INFO - Epoch(train) [28][3200/5005] lr: 9.5361e-02 eta: 1 day, 8:30:23 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.6413 2022/12/06 16:27:22 - mmengine - INFO - Epoch(train) [28][3300/5005] lr: 9.5355e-02 eta: 1 day, 8:30:09 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.5403 2022/12/06 16:27:35 - mmengine - INFO - Epoch(train) [28][3400/5005] lr: 9.5348e-02 eta: 1 day, 8:29:57 time: 0.1460 data_time: 0.0012 memory: 4390 loss: 3.8112 2022/12/06 16:27:49 - mmengine - INFO - Epoch(train) [28][3500/5005] lr: 9.5341e-02 eta: 1 day, 8:29:43 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.3835 2022/12/06 16:28:03 - mmengine - INFO - Epoch(train) [28][3600/5005] lr: 9.5335e-02 eta: 1 day, 8:29:30 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.7072 2022/12/06 16:28:16 - mmengine - INFO - Epoch(train) [28][3700/5005] lr: 9.5328e-02 eta: 1 day, 8:29:16 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 4.0317 2022/12/06 16:28:30 - mmengine - INFO - Epoch(train) [28][3800/5005] lr: 9.5322e-02 eta: 1 day, 8:29:03 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.4812 2022/12/06 16:28:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:28:43 - mmengine - INFO - Epoch(train) [28][3900/5005] lr: 9.5315e-02 eta: 1 day, 8:28:49 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.6257 2022/12/06 16:28:57 - mmengine - INFO - Epoch(train) [28][4000/5005] lr: 9.5308e-02 eta: 1 day, 8:28:35 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 3.8354 2022/12/06 16:29:10 - mmengine - INFO - Epoch(train) [28][4100/5005] lr: 9.5302e-02 eta: 1 day, 8:28:21 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.6037 2022/12/06 16:29:24 - mmengine - INFO - Epoch(train) [28][4200/5005] lr: 9.5295e-02 eta: 1 day, 8:28:08 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.7866 2022/12/06 16:29:38 - mmengine - INFO - Epoch(train) [28][4300/5005] lr: 9.5288e-02 eta: 1 day, 8:27:55 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.6809 2022/12/06 16:29:51 - mmengine - INFO - Epoch(train) [28][4400/5005] lr: 9.5282e-02 eta: 1 day, 8:27:41 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 4.0978 2022/12/06 16:30:05 - mmengine - INFO - Epoch(train) [28][4500/5005] lr: 9.5275e-02 eta: 1 day, 8:27:28 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.3725 2022/12/06 16:30:19 - mmengine - INFO - Epoch(train) [28][4600/5005] lr: 9.5268e-02 eta: 1 day, 8:27:15 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.7789 2022/12/06 16:30:32 - mmengine - INFO - Epoch(train) [28][4700/5005] lr: 9.5262e-02 eta: 1 day, 8:27:02 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.5707 2022/12/06 16:30:46 - mmengine - INFO - Epoch(train) [28][4800/5005] lr: 9.5255e-02 eta: 1 day, 8:26:48 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.4371 2022/12/06 16:30:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:30:59 - mmengine - INFO - Epoch(train) [28][4900/5005] lr: 9.5248e-02 eta: 1 day, 8:26:35 time: 0.1465 data_time: 0.0010 memory: 4390 loss: 3.3315 2022/12/06 16:31:13 - mmengine - INFO - Epoch(train) [28][5000/5005] lr: 9.5242e-02 eta: 1 day, 8:26:21 time: 0.1370 data_time: 0.0020 memory: 4390 loss: 3.3809 2022/12/06 16:31:14 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:31:14 - mmengine - INFO - Saving checkpoint at 28 epochs 2022/12/06 16:31:24 - mmengine - INFO - Epoch(val) [28][100/196] eta: 0:00:07 time: 0.0736 data_time: 0.0427 memory: 4390 2022/12/06 16:31:43 - mmengine - INFO - Epoch(val) [28][196/196] accuracy/top1: 60.3020 accuracy/top5: 83.4600 2022/12/06 16:31:58 - mmengine - INFO - Epoch(train) [29][ 100/5005] lr: 9.5235e-02 eta: 1 day, 8:26:10 time: 0.1353 data_time: 0.0014 memory: 4390 loss: 3.7208 2022/12/06 16:32:11 - mmengine - INFO - Epoch(train) [29][ 200/5005] lr: 9.5228e-02 eta: 1 day, 8:25:56 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.5913 2022/12/06 16:32:25 - mmengine - INFO - Epoch(train) [29][ 300/5005] lr: 9.5221e-02 eta: 1 day, 8:25:43 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.8021 2022/12/06 16:32:38 - mmengine - INFO - Epoch(train) [29][ 400/5005] lr: 9.5215e-02 eta: 1 day, 8:25:29 time: 0.1412 data_time: 0.0011 memory: 4390 loss: 4.4413 2022/12/06 16:32:52 - mmengine - INFO - Epoch(train) [29][ 500/5005] lr: 9.5208e-02 eta: 1 day, 8:25:16 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.5654 2022/12/06 16:33:06 - mmengine - INFO - Epoch(train) [29][ 600/5005] lr: 9.5201e-02 eta: 1 day, 8:25:03 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.3784 2022/12/06 16:33:19 - mmengine - INFO - Epoch(train) [29][ 700/5005] lr: 9.5195e-02 eta: 1 day, 8:24:50 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.9312 2022/12/06 16:33:33 - mmengine - INFO - Epoch(train) [29][ 800/5005] lr: 9.5188e-02 eta: 1 day, 8:24:36 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.2050 2022/12/06 16:33:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:33:46 - mmengine - INFO - Epoch(train) [29][ 900/5005] lr: 9.5181e-02 eta: 1 day, 8:24:23 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.7563 2022/12/06 16:34:00 - mmengine - INFO - Epoch(train) [29][1000/5005] lr: 9.5174e-02 eta: 1 day, 8:24:09 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.8437 2022/12/06 16:34:14 - mmengine - INFO - Epoch(train) [29][1100/5005] lr: 9.5168e-02 eta: 1 day, 8:23:55 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.3315 2022/12/06 16:34:27 - mmengine - INFO - Epoch(train) [29][1200/5005] lr: 9.5161e-02 eta: 1 day, 8:23:42 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.3030 2022/12/06 16:34:41 - mmengine - INFO - Epoch(train) [29][1300/5005] lr: 9.5154e-02 eta: 1 day, 8:23:28 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.6071 2022/12/06 16:34:54 - mmengine - INFO - Epoch(train) [29][1400/5005] lr: 9.5147e-02 eta: 1 day, 8:23:15 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.4292 2022/12/06 16:35:08 - mmengine - INFO - Epoch(train) [29][1500/5005] lr: 9.5141e-02 eta: 1 day, 8:23:01 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.4534 2022/12/06 16:35:22 - mmengine - INFO - Epoch(train) [29][1600/5005] lr: 9.5134e-02 eta: 1 day, 8:22:48 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.5016 2022/12/06 16:35:35 - mmengine - INFO - Epoch(train) [29][1700/5005] lr: 9.5127e-02 eta: 1 day, 8:22:36 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.3415 2022/12/06 16:35:49 - mmengine - INFO - Epoch(train) [29][1800/5005] lr: 9.5120e-02 eta: 1 day, 8:22:22 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.7151 2022/12/06 16:35:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:36:03 - mmengine - INFO - Epoch(train) [29][1900/5005] lr: 9.5114e-02 eta: 1 day, 8:22:09 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.1655 2022/12/06 16:36:16 - mmengine - INFO - Epoch(train) [29][2000/5005] lr: 9.5107e-02 eta: 1 day, 8:21:55 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.5573 2022/12/06 16:36:30 - mmengine - INFO - Epoch(train) [29][2100/5005] lr: 9.5100e-02 eta: 1 day, 8:21:42 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.8285 2022/12/06 16:36:43 - mmengine - INFO - Epoch(train) [29][2200/5005] lr: 9.5093e-02 eta: 1 day, 8:21:29 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.7487 2022/12/06 16:36:57 - mmengine - INFO - Epoch(train) [29][2300/5005] lr: 9.5087e-02 eta: 1 day, 8:21:15 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.6489 2022/12/06 16:37:11 - mmengine - INFO - Epoch(train) [29][2400/5005] lr: 9.5080e-02 eta: 1 day, 8:21:02 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.6012 2022/12/06 16:37:24 - mmengine - INFO - Epoch(train) [29][2500/5005] lr: 9.5073e-02 eta: 1 day, 8:20:48 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 4.0019 2022/12/06 16:37:38 - mmengine - INFO - Epoch(train) [29][2600/5005] lr: 9.5066e-02 eta: 1 day, 8:20:34 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.8079 2022/12/06 16:37:51 - mmengine - INFO - Epoch(train) [29][2700/5005] lr: 9.5059e-02 eta: 1 day, 8:20:21 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.6460 2022/12/06 16:38:05 - mmengine - INFO - Epoch(train) [29][2800/5005] lr: 9.5053e-02 eta: 1 day, 8:20:08 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.6614 2022/12/06 16:38:13 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:38:19 - mmengine - INFO - Epoch(train) [29][2900/5005] lr: 9.5046e-02 eta: 1 day, 8:19:55 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.2117 2022/12/06 16:38:32 - mmengine - INFO - Epoch(train) [29][3000/5005] lr: 9.5039e-02 eta: 1 day, 8:19:41 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 3.4877 2022/12/06 16:38:46 - mmengine - INFO - Epoch(train) [29][3100/5005] lr: 9.5032e-02 eta: 1 day, 8:19:27 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.8061 2022/12/06 16:38:59 - mmengine - INFO - Epoch(train) [29][3200/5005] lr: 9.5025e-02 eta: 1 day, 8:19:14 time: 0.1361 data_time: 0.0010 memory: 4390 loss: 3.1452 2022/12/06 16:39:13 - mmengine - INFO - Epoch(train) [29][3300/5005] lr: 9.5019e-02 eta: 1 day, 8:19:01 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.5752 2022/12/06 16:39:27 - mmengine - INFO - Epoch(train) [29][3400/5005] lr: 9.5012e-02 eta: 1 day, 8:18:47 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.6403 2022/12/06 16:39:40 - mmengine - INFO - Epoch(train) [29][3500/5005] lr: 9.5005e-02 eta: 1 day, 8:18:35 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.4232 2022/12/06 16:39:54 - mmengine - INFO - Epoch(train) [29][3600/5005] lr: 9.4998e-02 eta: 1 day, 8:18:21 time: 0.1357 data_time: 0.0014 memory: 4390 loss: 3.2384 2022/12/06 16:40:08 - mmengine - INFO - Epoch(train) [29][3700/5005] lr: 9.4991e-02 eta: 1 day, 8:18:08 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.5903 2022/12/06 16:40:21 - mmengine - INFO - Epoch(train) [29][3800/5005] lr: 9.4984e-02 eta: 1 day, 8:17:54 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.3429 2022/12/06 16:40:30 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:40:35 - mmengine - INFO - Epoch(train) [29][3900/5005] lr: 9.4977e-02 eta: 1 day, 8:17:42 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 3.4914 2022/12/06 16:40:49 - mmengine - INFO - Epoch(train) [29][4000/5005] lr: 9.4971e-02 eta: 1 day, 8:17:28 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 3.9223 2022/12/06 16:41:02 - mmengine - INFO - Epoch(train) [29][4100/5005] lr: 9.4964e-02 eta: 1 day, 8:17:15 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.4961 2022/12/06 16:41:16 - mmengine - INFO - Epoch(train) [29][4200/5005] lr: 9.4957e-02 eta: 1 day, 8:17:02 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.6513 2022/12/06 16:41:29 - mmengine - INFO - Epoch(train) [29][4300/5005] lr: 9.4950e-02 eta: 1 day, 8:16:48 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.2753 2022/12/06 16:41:43 - mmengine - INFO - Epoch(train) [29][4400/5005] lr: 9.4943e-02 eta: 1 day, 8:16:35 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.6693 2022/12/06 16:41:57 - mmengine - INFO - Epoch(train) [29][4500/5005] lr: 9.4936e-02 eta: 1 day, 8:16:21 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.4116 2022/12/06 16:42:10 - mmengine - INFO - Epoch(train) [29][4600/5005] lr: 9.4929e-02 eta: 1 day, 8:16:08 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.7647 2022/12/06 16:42:24 - mmengine - INFO - Epoch(train) [29][4700/5005] lr: 9.4922e-02 eta: 1 day, 8:15:54 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.5640 2022/12/06 16:42:37 - mmengine - INFO - Epoch(train) [29][4800/5005] lr: 9.4916e-02 eta: 1 day, 8:15:40 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.5692 2022/12/06 16:42:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:42:51 - mmengine - INFO - Epoch(train) [29][4900/5005] lr: 9.4909e-02 eta: 1 day, 8:15:27 time: 0.1361 data_time: 0.0011 memory: 4390 loss: 3.9372 2022/12/06 16:43:05 - mmengine - INFO - Epoch(train) [29][5000/5005] lr: 9.4902e-02 eta: 1 day, 8:15:14 time: 0.1364 data_time: 0.0020 memory: 4390 loss: 3.4837 2022/12/06 16:43:05 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:43:05 - mmengine - INFO - Saving checkpoint at 29 epochs 2022/12/06 16:43:15 - mmengine - INFO - Epoch(val) [29][100/196] eta: 0:00:07 time: 0.0822 data_time: 0.0516 memory: 4390 2022/12/06 16:43:35 - mmengine - INFO - Epoch(val) [29][196/196] accuracy/top1: 60.4560 accuracy/top5: 83.7100 2022/12/06 16:43:49 - mmengine - INFO - Epoch(train) [30][ 100/5005] lr: 9.4895e-02 eta: 1 day, 8:15:02 time: 0.1353 data_time: 0.0014 memory: 4390 loss: 3.4067 2022/12/06 16:44:02 - mmengine - INFO - Epoch(train) [30][ 200/5005] lr: 9.4888e-02 eta: 1 day, 8:14:48 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 3.6136 2022/12/06 16:44:16 - mmengine - INFO - Epoch(train) [30][ 300/5005] lr: 9.4881e-02 eta: 1 day, 8:14:35 time: 0.1408 data_time: 0.0013 memory: 4390 loss: 3.6496 2022/12/06 16:44:29 - mmengine - INFO - Epoch(train) [30][ 400/5005] lr: 9.4874e-02 eta: 1 day, 8:14:21 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.6767 2022/12/06 16:44:43 - mmengine - INFO - Epoch(train) [30][ 500/5005] lr: 9.4867e-02 eta: 1 day, 8:14:07 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.8672 2022/12/06 16:44:57 - mmengine - INFO - Epoch(train) [30][ 600/5005] lr: 9.4860e-02 eta: 1 day, 8:13:53 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.1415 2022/12/06 16:45:10 - mmengine - INFO - Epoch(train) [30][ 700/5005] lr: 9.4853e-02 eta: 1 day, 8:13:40 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.5717 2022/12/06 16:45:24 - mmengine - INFO - Epoch(train) [30][ 800/5005] lr: 9.4846e-02 eta: 1 day, 8:13:26 time: 0.1348 data_time: 0.0012 memory: 4390 loss: 3.7265 2022/12/06 16:45:31 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:45:37 - mmengine - INFO - Epoch(train) [30][ 900/5005] lr: 9.4839e-02 eta: 1 day, 8:13:12 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.4739 2022/12/06 16:45:51 - mmengine - INFO - Epoch(train) [30][1000/5005] lr: 9.4832e-02 eta: 1 day, 8:12:59 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.5175 2022/12/06 16:46:04 - mmengine - INFO - Epoch(train) [30][1100/5005] lr: 9.4825e-02 eta: 1 day, 8:12:45 time: 0.1353 data_time: 0.0014 memory: 4390 loss: 3.5813 2022/12/06 16:46:18 - mmengine - INFO - Epoch(train) [30][1200/5005] lr: 9.4818e-02 eta: 1 day, 8:12:32 time: 0.1352 data_time: 0.0014 memory: 4390 loss: 4.1857 2022/12/06 16:46:32 - mmengine - INFO - Epoch(train) [30][1300/5005] lr: 9.4811e-02 eta: 1 day, 8:12:18 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 4.1605 2022/12/06 16:46:45 - mmengine - INFO - Epoch(train) [30][1400/5005] lr: 9.4804e-02 eta: 1 day, 8:12:05 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.6117 2022/12/06 16:46:59 - mmengine - INFO - Epoch(train) [30][1500/5005] lr: 9.4797e-02 eta: 1 day, 8:11:51 time: 0.1351 data_time: 0.0014 memory: 4390 loss: 3.5151 2022/12/06 16:47:12 - mmengine - INFO - Epoch(train) [30][1600/5005] lr: 9.4790e-02 eta: 1 day, 8:11:38 time: 0.1350 data_time: 0.0012 memory: 4390 loss: 3.8737 2022/12/06 16:47:26 - mmengine - INFO - Epoch(train) [30][1700/5005] lr: 9.4783e-02 eta: 1 day, 8:11:24 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.7917 2022/12/06 16:47:40 - mmengine - INFO - Epoch(train) [30][1800/5005] lr: 9.4776e-02 eta: 1 day, 8:11:11 time: 0.1441 data_time: 0.0013 memory: 4390 loss: 3.4107 2022/12/06 16:47:47 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:47:53 - mmengine - INFO - Epoch(train) [30][1900/5005] lr: 9.4769e-02 eta: 1 day, 8:10:57 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 3.7302 2022/12/06 16:48:07 - mmengine - INFO - Epoch(train) [30][2000/5005] lr: 9.4762e-02 eta: 1 day, 8:10:43 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 4.1302 2022/12/06 16:48:21 - mmengine - INFO - Epoch(train) [30][2100/5005] lr: 9.4755e-02 eta: 1 day, 8:10:31 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.4606 2022/12/06 16:48:34 - mmengine - INFO - Epoch(train) [30][2200/5005] lr: 9.4748e-02 eta: 1 day, 8:10:17 time: 0.1359 data_time: 0.0016 memory: 4390 loss: 3.5245 2022/12/06 16:48:48 - mmengine - INFO - Epoch(train) [30][2300/5005] lr: 9.4741e-02 eta: 1 day, 8:10:04 time: 0.1361 data_time: 0.0016 memory: 4390 loss: 4.4981 2022/12/06 16:49:02 - mmengine - INFO - Epoch(train) [30][2400/5005] lr: 9.4734e-02 eta: 1 day, 8:09:51 time: 0.1360 data_time: 0.0017 memory: 4390 loss: 3.8103 2022/12/06 16:49:15 - mmengine - INFO - Epoch(train) [30][2500/5005] lr: 9.4727e-02 eta: 1 day, 8:09:38 time: 0.1360 data_time: 0.0016 memory: 4390 loss: 4.1375 2022/12/06 16:49:29 - mmengine - INFO - Epoch(train) [30][2600/5005] lr: 9.4720e-02 eta: 1 day, 8:09:25 time: 0.1356 data_time: 0.0014 memory: 4390 loss: 3.3162 2022/12/06 16:49:43 - mmengine - INFO - Epoch(train) [30][2700/5005] lr: 9.4713e-02 eta: 1 day, 8:09:12 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 3.2654 2022/12/06 16:49:56 - mmengine - INFO - Epoch(train) [30][2800/5005] lr: 9.4706e-02 eta: 1 day, 8:08:58 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.3569 2022/12/06 16:50:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:50:10 - mmengine - INFO - Epoch(train) [30][2900/5005] lr: 9.4699e-02 eta: 1 day, 8:08:45 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.3855 2022/12/06 16:50:23 - mmengine - INFO - Epoch(train) [30][3000/5005] lr: 9.4692e-02 eta: 1 day, 8:08:31 time: 0.1358 data_time: 0.0015 memory: 4390 loss: 3.4913 2022/12/06 16:50:37 - mmengine - INFO - Epoch(train) [30][3100/5005] lr: 9.4685e-02 eta: 1 day, 8:08:18 time: 0.1350 data_time: 0.0013 memory: 4390 loss: 3.6930 2022/12/06 16:50:50 - mmengine - INFO - Epoch(train) [30][3200/5005] lr: 9.4678e-02 eta: 1 day, 8:08:04 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.6850 2022/12/06 16:51:04 - mmengine - INFO - Epoch(train) [30][3300/5005] lr: 9.4671e-02 eta: 1 day, 8:07:50 time: 0.1362 data_time: 0.0017 memory: 4390 loss: 3.2087 2022/12/06 16:51:18 - mmengine - INFO - Epoch(train) [30][3400/5005] lr: 9.4664e-02 eta: 1 day, 8:07:37 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.1443 2022/12/06 16:51:31 - mmengine - INFO - Epoch(train) [30][3500/5005] lr: 9.4657e-02 eta: 1 day, 8:07:24 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.3079 2022/12/06 16:51:45 - mmengine - INFO - Epoch(train) [30][3600/5005] lr: 9.4650e-02 eta: 1 day, 8:07:10 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.4291 2022/12/06 16:51:59 - mmengine - INFO - Epoch(train) [30][3700/5005] lr: 9.4643e-02 eta: 1 day, 8:06:57 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.7164 2022/12/06 16:52:12 - mmengine - INFO - Epoch(train) [30][3800/5005] lr: 9.4636e-02 eta: 1 day, 8:06:44 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.4243 2022/12/06 16:52:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:52:26 - mmengine - INFO - Epoch(train) [30][3900/5005] lr: 9.4629e-02 eta: 1 day, 8:06:31 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.6900 2022/12/06 16:52:40 - mmengine - INFO - Epoch(train) [30][4000/5005] lr: 9.4622e-02 eta: 1 day, 8:06:18 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 4.0706 2022/12/06 16:52:53 - mmengine - INFO - Epoch(train) [30][4100/5005] lr: 9.4615e-02 eta: 1 day, 8:06:05 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.5507 2022/12/06 16:53:07 - mmengine - INFO - Epoch(train) [30][4200/5005] lr: 9.4608e-02 eta: 1 day, 8:05:52 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.6997 2022/12/06 16:53:21 - mmengine - INFO - Epoch(train) [30][4300/5005] lr: 9.4601e-02 eta: 1 day, 8:05:38 time: 0.1361 data_time: 0.0014 memory: 4390 loss: 4.2175 2022/12/06 16:53:34 - mmengine - INFO - Epoch(train) [30][4400/5005] lr: 9.4593e-02 eta: 1 day, 8:05:25 time: 0.1350 data_time: 0.0013 memory: 4390 loss: 3.2941 2022/12/06 16:53:48 - mmengine - INFO - Epoch(train) [30][4500/5005] lr: 9.4586e-02 eta: 1 day, 8:05:11 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 3.4483 2022/12/06 16:54:01 - mmengine - INFO - Epoch(train) [30][4600/5005] lr: 9.4579e-02 eta: 1 day, 8:04:57 time: 0.1360 data_time: 0.0014 memory: 4390 loss: 3.2472 2022/12/06 16:54:15 - mmengine - INFO - Epoch(train) [30][4700/5005] lr: 9.4572e-02 eta: 1 day, 8:04:44 time: 0.1356 data_time: 0.0014 memory: 4390 loss: 3.5312 2022/12/06 16:54:29 - mmengine - INFO - Epoch(train) [30][4800/5005] lr: 9.4565e-02 eta: 1 day, 8:04:30 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.7811 2022/12/06 16:54:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:54:42 - mmengine - INFO - Epoch(train) [30][4900/5005] lr: 9.4558e-02 eta: 1 day, 8:04:17 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.4246 2022/12/06 16:54:56 - mmengine - INFO - Epoch(train) [30][5000/5005] lr: 9.4551e-02 eta: 1 day, 8:04:03 time: 0.1364 data_time: 0.0021 memory: 4390 loss: 3.9020 2022/12/06 16:54:56 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:54:56 - mmengine - INFO - Saving checkpoint at 30 epochs 2022/12/06 16:55:06 - mmengine - INFO - Epoch(val) [30][100/196] eta: 0:00:07 time: 0.0745 data_time: 0.0441 memory: 4390 2022/12/06 16:55:25 - mmengine - INFO - Epoch(val) [30][196/196] accuracy/top1: 59.5740 accuracy/top5: 83.5000 2022/12/06 16:55:39 - mmengine - INFO - Epoch(train) [31][ 100/5005] lr: 9.4543e-02 eta: 1 day, 8:03:52 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.3463 2022/12/06 16:55:53 - mmengine - INFO - Epoch(train) [31][ 200/5005] lr: 9.4536e-02 eta: 1 day, 8:03:38 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.7707 2022/12/06 16:56:06 - mmengine - INFO - Epoch(train) [31][ 300/5005] lr: 9.4529e-02 eta: 1 day, 8:03:24 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.4613 2022/12/06 16:56:20 - mmengine - INFO - Epoch(train) [31][ 400/5005] lr: 9.4522e-02 eta: 1 day, 8:03:11 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.4183 2022/12/06 16:56:34 - mmengine - INFO - Epoch(train) [31][ 500/5005] lr: 9.4515e-02 eta: 1 day, 8:02:58 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.2866 2022/12/06 16:56:47 - mmengine - INFO - Epoch(train) [31][ 600/5005] lr: 9.4508e-02 eta: 1 day, 8:02:45 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.4344 2022/12/06 16:57:01 - mmengine - INFO - Epoch(train) [31][ 700/5005] lr: 9.4500e-02 eta: 1 day, 8:02:31 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.8360 2022/12/06 16:57:14 - mmengine - INFO - Epoch(train) [31][ 800/5005] lr: 9.4493e-02 eta: 1 day, 8:02:17 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.3479 2022/12/06 16:57:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:57:28 - mmengine - INFO - Epoch(train) [31][ 900/5005] lr: 9.4486e-02 eta: 1 day, 8:02:03 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.4798 2022/12/06 16:57:42 - mmengine - INFO - Epoch(train) [31][1000/5005] lr: 9.4479e-02 eta: 1 day, 8:01:50 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.5868 2022/12/06 16:57:55 - mmengine - INFO - Epoch(train) [31][1100/5005] lr: 9.4472e-02 eta: 1 day, 8:01:36 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.7154 2022/12/06 16:58:09 - mmengine - INFO - Epoch(train) [31][1200/5005] lr: 9.4465e-02 eta: 1 day, 8:01:23 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.8831 2022/12/06 16:58:22 - mmengine - INFO - Epoch(train) [31][1300/5005] lr: 9.4457e-02 eta: 1 day, 8:01:09 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.4742 2022/12/06 16:58:36 - mmengine - INFO - Epoch(train) [31][1400/5005] lr: 9.4450e-02 eta: 1 day, 8:00:56 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.6092 2022/12/06 16:58:50 - mmengine - INFO - Epoch(train) [31][1500/5005] lr: 9.4443e-02 eta: 1 day, 8:00:43 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.6385 2022/12/06 16:59:03 - mmengine - INFO - Epoch(train) [31][1600/5005] lr: 9.4436e-02 eta: 1 day, 8:00:30 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 4.2213 2022/12/06 16:59:17 - mmengine - INFO - Epoch(train) [31][1700/5005] lr: 9.4429e-02 eta: 1 day, 8:00:16 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.3931 2022/12/06 16:59:31 - mmengine - INFO - Epoch(train) [31][1800/5005] lr: 9.4421e-02 eta: 1 day, 8:00:03 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.4214 2022/12/06 16:59:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 16:59:44 - mmengine - INFO - Epoch(train) [31][1900/5005] lr: 9.4414e-02 eta: 1 day, 7:59:49 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.4088 2022/12/06 16:59:58 - mmengine - INFO - Epoch(train) [31][2000/5005] lr: 9.4407e-02 eta: 1 day, 7:59:35 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.1615 2022/12/06 17:00:11 - mmengine - INFO - Epoch(train) [31][2100/5005] lr: 9.4400e-02 eta: 1 day, 7:59:22 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.9072 2022/12/06 17:00:25 - mmengine - INFO - Epoch(train) [31][2200/5005] lr: 9.4393e-02 eta: 1 day, 7:59:08 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.7702 2022/12/06 17:00:39 - mmengine - INFO - Epoch(train) [31][2300/5005] lr: 9.4385e-02 eta: 1 day, 7:58:56 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.6641 2022/12/06 17:00:52 - mmengine - INFO - Epoch(train) [31][2400/5005] lr: 9.4378e-02 eta: 1 day, 7:58:42 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.6074 2022/12/06 17:01:06 - mmengine - INFO - Epoch(train) [31][2500/5005] lr: 9.4371e-02 eta: 1 day, 7:58:29 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.7030 2022/12/06 17:01:20 - mmengine - INFO - Epoch(train) [31][2600/5005] lr: 9.4364e-02 eta: 1 day, 7:58:16 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.3203 2022/12/06 17:01:33 - mmengine - INFO - Epoch(train) [31][2700/5005] lr: 9.4356e-02 eta: 1 day, 7:58:03 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.8511 2022/12/06 17:01:47 - mmengine - INFO - Epoch(train) [31][2800/5005] lr: 9.4349e-02 eta: 1 day, 7:57:49 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.9405 2022/12/06 17:01:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:02:00 - mmengine - INFO - Epoch(train) [31][2900/5005] lr: 9.4342e-02 eta: 1 day, 7:57:35 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.6171 2022/12/06 17:02:14 - mmengine - INFO - Epoch(train) [31][3000/5005] lr: 9.4335e-02 eta: 1 day, 7:57:22 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.5019 2022/12/06 17:02:28 - mmengine - INFO - Epoch(train) [31][3100/5005] lr: 9.4327e-02 eta: 1 day, 7:57:08 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.6773 2022/12/06 17:02:41 - mmengine - INFO - Epoch(train) [31][3200/5005] lr: 9.4320e-02 eta: 1 day, 7:56:54 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.6729 2022/12/06 17:02:55 - mmengine - INFO - Epoch(train) [31][3300/5005] lr: 9.4313e-02 eta: 1 day, 7:56:41 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.4414 2022/12/06 17:03:08 - mmengine - INFO - Epoch(train) [31][3400/5005] lr: 9.4306e-02 eta: 1 day, 7:56:27 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.4726 2022/12/06 17:03:22 - mmengine - INFO - Epoch(train) [31][3500/5005] lr: 9.4298e-02 eta: 1 day, 7:56:14 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.8706 2022/12/06 17:03:36 - mmengine - INFO - Epoch(train) [31][3600/5005] lr: 9.4291e-02 eta: 1 day, 7:56:00 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.3412 2022/12/06 17:03:49 - mmengine - INFO - Epoch(train) [31][3700/5005] lr: 9.4284e-02 eta: 1 day, 7:55:47 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.3783 2022/12/06 17:04:03 - mmengine - INFO - Epoch(train) [31][3800/5005] lr: 9.4277e-02 eta: 1 day, 7:55:33 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.2839 2022/12/06 17:04:10 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:04:16 - mmengine - INFO - Epoch(train) [31][3900/5005] lr: 9.4269e-02 eta: 1 day, 7:55:20 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.6464 2022/12/06 17:04:30 - mmengine - INFO - Epoch(train) [31][4000/5005] lr: 9.4262e-02 eta: 1 day, 7:55:06 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.0608 2022/12/06 17:04:43 - mmengine - INFO - Epoch(train) [31][4100/5005] lr: 9.4255e-02 eta: 1 day, 7:54:52 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.2499 2022/12/06 17:04:57 - mmengine - INFO - Epoch(train) [31][4200/5005] lr: 9.4247e-02 eta: 1 day, 7:54:39 time: 0.1408 data_time: 0.0011 memory: 4390 loss: 3.3653 2022/12/06 17:05:11 - mmengine - INFO - Epoch(train) [31][4300/5005] lr: 9.4240e-02 eta: 1 day, 7:54:26 time: 0.1428 data_time: 0.0011 memory: 4390 loss: 3.3118 2022/12/06 17:05:25 - mmengine - INFO - Epoch(train) [31][4400/5005] lr: 9.4233e-02 eta: 1 day, 7:54:13 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.5790 2022/12/06 17:05:38 - mmengine - INFO - Epoch(train) [31][4500/5005] lr: 9.4225e-02 eta: 1 day, 7:54:00 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.6197 2022/12/06 17:05:52 - mmengine - INFO - Epoch(train) [31][4600/5005] lr: 9.4218e-02 eta: 1 day, 7:53:46 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.6170 2022/12/06 17:06:05 - mmengine - INFO - Epoch(train) [31][4700/5005] lr: 9.4211e-02 eta: 1 day, 7:53:33 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 4.0028 2022/12/06 17:06:19 - mmengine - INFO - Epoch(train) [31][4800/5005] lr: 9.4203e-02 eta: 1 day, 7:53:19 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.7226 2022/12/06 17:06:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:06:33 - mmengine - INFO - Epoch(train) [31][4900/5005] lr: 9.4196e-02 eta: 1 day, 7:53:06 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.8034 2022/12/06 17:06:46 - mmengine - INFO - Epoch(train) [31][5000/5005] lr: 9.4189e-02 eta: 1 day, 7:52:52 time: 0.1362 data_time: 0.0022 memory: 4390 loss: 3.9178 2022/12/06 17:06:47 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:06:47 - mmengine - INFO - Saving checkpoint at 31 epochs 2022/12/06 17:06:57 - mmengine - INFO - Epoch(val) [31][100/196] eta: 0:00:07 time: 0.0762 data_time: 0.0457 memory: 4390 2022/12/06 17:07:16 - mmengine - INFO - Epoch(val) [31][196/196] accuracy/top1: 59.9900 accuracy/top5: 83.6140 2022/12/06 17:07:30 - mmengine - INFO - Epoch(train) [32][ 100/5005] lr: 9.4181e-02 eta: 1 day, 7:52:41 time: 0.1355 data_time: 0.0014 memory: 4391 loss: 3.9285 2022/12/06 17:07:43 - mmengine - INFO - Epoch(train) [32][ 200/5005] lr: 9.4174e-02 eta: 1 day, 7:52:28 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.6703 2022/12/06 17:07:57 - mmengine - INFO - Epoch(train) [32][ 300/5005] lr: 9.4166e-02 eta: 1 day, 7:52:14 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.4960 2022/12/06 17:08:11 - mmengine - INFO - Epoch(train) [32][ 400/5005] lr: 9.4159e-02 eta: 1 day, 7:52:01 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.7845 2022/12/06 17:08:24 - mmengine - INFO - Epoch(train) [32][ 500/5005] lr: 9.4152e-02 eta: 1 day, 7:51:47 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.5062 2022/12/06 17:08:38 - mmengine - INFO - Epoch(train) [32][ 600/5005] lr: 9.4144e-02 eta: 1 day, 7:51:34 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.5339 2022/12/06 17:08:51 - mmengine - INFO - Epoch(train) [32][ 700/5005] lr: 9.4137e-02 eta: 1 day, 7:51:21 time: 0.1406 data_time: 0.0011 memory: 4390 loss: 3.2756 2022/12/06 17:09:05 - mmengine - INFO - Epoch(train) [32][ 800/5005] lr: 9.4129e-02 eta: 1 day, 7:51:08 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.7657 2022/12/06 17:09:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:09:19 - mmengine - INFO - Epoch(train) [32][ 900/5005] lr: 9.4122e-02 eta: 1 day, 7:50:54 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.9575 2022/12/06 17:09:32 - mmengine - INFO - Epoch(train) [32][1000/5005] lr: 9.4115e-02 eta: 1 day, 7:50:40 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.9931 2022/12/06 17:09:46 - mmengine - INFO - Epoch(train) [32][1100/5005] lr: 9.4107e-02 eta: 1 day, 7:50:27 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.5548 2022/12/06 17:10:00 - mmengine - INFO - Epoch(train) [32][1200/5005] lr: 9.4100e-02 eta: 1 day, 7:50:13 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.7815 2022/12/06 17:10:13 - mmengine - INFO - Epoch(train) [32][1300/5005] lr: 9.4093e-02 eta: 1 day, 7:49:59 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.7629 2022/12/06 17:10:27 - mmengine - INFO - Epoch(train) [32][1400/5005] lr: 9.4085e-02 eta: 1 day, 7:49:46 time: 0.1425 data_time: 0.0012 memory: 4390 loss: 3.4868 2022/12/06 17:10:40 - mmengine - INFO - Epoch(train) [32][1500/5005] lr: 9.4078e-02 eta: 1 day, 7:49:32 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 4.0916 2022/12/06 17:10:54 - mmengine - INFO - Epoch(train) [32][1600/5005] lr: 9.4070e-02 eta: 1 day, 7:49:19 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.4464 2022/12/06 17:11:08 - mmengine - INFO - Epoch(train) [32][1700/5005] lr: 9.4063e-02 eta: 1 day, 7:49:05 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.8683 2022/12/06 17:11:21 - mmengine - INFO - Epoch(train) [32][1800/5005] lr: 9.4055e-02 eta: 1 day, 7:48:52 time: 0.1453 data_time: 0.0012 memory: 4390 loss: 3.6379 2022/12/06 17:11:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:11:35 - mmengine - INFO - Epoch(train) [32][1900/5005] lr: 9.4048e-02 eta: 1 day, 7:48:39 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.1917 2022/12/06 17:11:48 - mmengine - INFO - Epoch(train) [32][2000/5005] lr: 9.4041e-02 eta: 1 day, 7:48:25 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.8640 2022/12/06 17:12:02 - mmengine - INFO - Epoch(train) [32][2100/5005] lr: 9.4033e-02 eta: 1 day, 7:48:12 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.6719 2022/12/06 17:12:16 - mmengine - INFO - Epoch(train) [32][2200/5005] lr: 9.4026e-02 eta: 1 day, 7:47:58 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.5773 2022/12/06 17:12:29 - mmengine - INFO - Epoch(train) [32][2300/5005] lr: 9.4018e-02 eta: 1 day, 7:47:45 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.7318 2022/12/06 17:12:43 - mmengine - INFO - Epoch(train) [32][2400/5005] lr: 9.4011e-02 eta: 1 day, 7:47:31 time: 0.1354 data_time: 0.0016 memory: 4390 loss: 3.7196 2022/12/06 17:12:56 - mmengine - INFO - Epoch(train) [32][2500/5005] lr: 9.4003e-02 eta: 1 day, 7:47:18 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.3416 2022/12/06 17:13:10 - mmengine - INFO - Epoch(train) [32][2600/5005] lr: 9.3996e-02 eta: 1 day, 7:47:04 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.3121 2022/12/06 17:13:24 - mmengine - INFO - Epoch(train) [32][2700/5005] lr: 9.3989e-02 eta: 1 day, 7:46:51 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.7698 2022/12/06 17:13:37 - mmengine - INFO - Epoch(train) [32][2800/5005] lr: 9.3981e-02 eta: 1 day, 7:46:38 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.5514 2022/12/06 17:13:43 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:13:51 - mmengine - INFO - Epoch(train) [32][2900/5005] lr: 9.3974e-02 eta: 1 day, 7:46:24 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.5785 2022/12/06 17:14:05 - mmengine - INFO - Epoch(train) [32][3000/5005] lr: 9.3966e-02 eta: 1 day, 7:46:11 time: 0.1424 data_time: 0.0013 memory: 4390 loss: 3.8405 2022/12/06 17:14:18 - mmengine - INFO - Epoch(train) [32][3100/5005] lr: 9.3959e-02 eta: 1 day, 7:45:58 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.9745 2022/12/06 17:14:32 - mmengine - INFO - Epoch(train) [32][3200/5005] lr: 9.3951e-02 eta: 1 day, 7:45:45 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.5669 2022/12/06 17:14:46 - mmengine - INFO - Epoch(train) [32][3300/5005] lr: 9.3944e-02 eta: 1 day, 7:45:31 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.3539 2022/12/06 17:14:59 - mmengine - INFO - Epoch(train) [32][3400/5005] lr: 9.3936e-02 eta: 1 day, 7:45:17 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.7015 2022/12/06 17:15:13 - mmengine - INFO - Epoch(train) [32][3500/5005] lr: 9.3929e-02 eta: 1 day, 7:45:04 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.9772 2022/12/06 17:15:26 - mmengine - INFO - Epoch(train) [32][3600/5005] lr: 9.3921e-02 eta: 1 day, 7:44:50 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.8654 2022/12/06 17:15:40 - mmengine - INFO - Epoch(train) [32][3700/5005] lr: 9.3914e-02 eta: 1 day, 7:44:37 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.6094 2022/12/06 17:15:53 - mmengine - INFO - Epoch(train) [32][3800/5005] lr: 9.3906e-02 eta: 1 day, 7:44:23 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.6502 2022/12/06 17:16:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:16:07 - mmengine - INFO - Epoch(train) [32][3900/5005] lr: 9.3899e-02 eta: 1 day, 7:44:10 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.2596 2022/12/06 17:16:21 - mmengine - INFO - Epoch(train) [32][4000/5005] lr: 9.3891e-02 eta: 1 day, 7:43:56 time: 0.1350 data_time: 0.0012 memory: 4390 loss: 4.1153 2022/12/06 17:16:34 - mmengine - INFO - Epoch(train) [32][4100/5005] lr: 9.3884e-02 eta: 1 day, 7:43:42 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.7021 2022/12/06 17:16:48 - mmengine - INFO - Epoch(train) [32][4200/5005] lr: 9.3876e-02 eta: 1 day, 7:43:29 time: 0.1352 data_time: 0.0014 memory: 4390 loss: 3.3523 2022/12/06 17:17:02 - mmengine - INFO - Epoch(train) [32][4300/5005] lr: 9.3869e-02 eta: 1 day, 7:43:16 time: 0.1356 data_time: 0.0015 memory: 4390 loss: 3.6321 2022/12/06 17:17:15 - mmengine - INFO - Epoch(train) [32][4400/5005] lr: 9.3861e-02 eta: 1 day, 7:43:03 time: 0.1357 data_time: 0.0014 memory: 4390 loss: 3.1499 2022/12/06 17:17:29 - mmengine - INFO - Epoch(train) [32][4500/5005] lr: 9.3854e-02 eta: 1 day, 7:42:49 time: 0.1360 data_time: 0.0014 memory: 4390 loss: 4.1582 2022/12/06 17:17:43 - mmengine - INFO - Epoch(train) [32][4600/5005] lr: 9.3846e-02 eta: 1 day, 7:42:36 time: 0.1353 data_time: 0.0014 memory: 4390 loss: 3.7446 2022/12/06 17:17:56 - mmengine - INFO - Epoch(train) [32][4700/5005] lr: 9.3838e-02 eta: 1 day, 7:42:23 time: 0.1420 data_time: 0.0013 memory: 4390 loss: 3.2429 2022/12/06 17:18:10 - mmengine - INFO - Epoch(train) [32][4800/5005] lr: 9.3831e-02 eta: 1 day, 7:42:10 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.4884 2022/12/06 17:18:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:18:23 - mmengine - INFO - Epoch(train) [32][4900/5005] lr: 9.3823e-02 eta: 1 day, 7:41:56 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.3826 2022/12/06 17:18:37 - mmengine - INFO - Epoch(train) [32][5000/5005] lr: 9.3816e-02 eta: 1 day, 7:41:42 time: 0.1368 data_time: 0.0022 memory: 4390 loss: 3.8194 2022/12/06 17:18:38 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:18:38 - mmengine - INFO - Saving checkpoint at 32 epochs 2022/12/06 17:18:47 - mmengine - INFO - Epoch(val) [32][100/196] eta: 0:00:07 time: 0.0778 data_time: 0.0473 memory: 4390 2022/12/06 17:19:06 - mmengine - INFO - Epoch(val) [32][196/196] accuracy/top1: 59.7800 accuracy/top5: 83.4100 2022/12/06 17:19:20 - mmengine - INFO - Epoch(train) [33][ 100/5005] lr: 9.3808e-02 eta: 1 day, 7:41:31 time: 0.1355 data_time: 0.0011 memory: 4391 loss: 3.5747 2022/12/06 17:19:34 - mmengine - INFO - Epoch(train) [33][ 200/5005] lr: 9.3800e-02 eta: 1 day, 7:41:18 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.3588 2022/12/06 17:19:47 - mmengine - INFO - Epoch(train) [33][ 300/5005] lr: 9.3793e-02 eta: 1 day, 7:41:04 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.4315 2022/12/06 17:20:01 - mmengine - INFO - Epoch(train) [33][ 400/5005] lr: 9.3785e-02 eta: 1 day, 7:40:50 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 4.2325 2022/12/06 17:20:15 - mmengine - INFO - Epoch(train) [33][ 500/5005] lr: 9.3778e-02 eta: 1 day, 7:40:37 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 4.1990 2022/12/06 17:20:28 - mmengine - INFO - Epoch(train) [33][ 600/5005] lr: 9.3770e-02 eta: 1 day, 7:40:23 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.6316 2022/12/06 17:20:42 - mmengine - INFO - Epoch(train) [33][ 700/5005] lr: 9.3762e-02 eta: 1 day, 7:40:10 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.6005 2022/12/06 17:20:55 - mmengine - INFO - Epoch(train) [33][ 800/5005] lr: 9.3755e-02 eta: 1 day, 7:39:56 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.7257 2022/12/06 17:21:01 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:21:09 - mmengine - INFO - Epoch(train) [33][ 900/5005] lr: 9.3747e-02 eta: 1 day, 7:39:42 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.8712 2022/12/06 17:21:23 - mmengine - INFO - Epoch(train) [33][1000/5005] lr: 9.3740e-02 eta: 1 day, 7:39:29 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.9202 2022/12/06 17:21:36 - mmengine - INFO - Epoch(train) [33][1100/5005] lr: 9.3732e-02 eta: 1 day, 7:39:16 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.6504 2022/12/06 17:21:50 - mmengine - INFO - Epoch(train) [33][1200/5005] lr: 9.3724e-02 eta: 1 day, 7:39:02 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.5731 2022/12/06 17:22:04 - mmengine - INFO - Epoch(train) [33][1300/5005] lr: 9.3717e-02 eta: 1 day, 7:38:49 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.2752 2022/12/06 17:22:17 - mmengine - INFO - Epoch(train) [33][1400/5005] lr: 9.3709e-02 eta: 1 day, 7:38:36 time: 0.1362 data_time: 0.0012 memory: 4390 loss: 2.9381 2022/12/06 17:22:31 - mmengine - INFO - Epoch(train) [33][1500/5005] lr: 9.3702e-02 eta: 1 day, 7:38:22 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.8334 2022/12/06 17:22:45 - mmengine - INFO - Epoch(train) [33][1600/5005] lr: 9.3694e-02 eta: 1 day, 7:38:09 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.3077 2022/12/06 17:22:58 - mmengine - INFO - Epoch(train) [33][1700/5005] lr: 9.3686e-02 eta: 1 day, 7:37:56 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.7015 2022/12/06 17:23:12 - mmengine - INFO - Epoch(train) [33][1800/5005] lr: 9.3679e-02 eta: 1 day, 7:37:42 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.1133 2022/12/06 17:23:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:23:25 - mmengine - INFO - Epoch(train) [33][1900/5005] lr: 9.3671e-02 eta: 1 day, 7:37:29 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.7187 2022/12/06 17:23:39 - mmengine - INFO - Epoch(train) [33][2000/5005] lr: 9.3663e-02 eta: 1 day, 7:37:16 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.6135 2022/12/06 17:23:53 - mmengine - INFO - Epoch(train) [33][2100/5005] lr: 9.3656e-02 eta: 1 day, 7:37:02 time: 0.1422 data_time: 0.0013 memory: 4390 loss: 3.3946 2022/12/06 17:24:06 - mmengine - INFO - Epoch(train) [33][2200/5005] lr: 9.3648e-02 eta: 1 day, 7:36:49 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.3618 2022/12/06 17:24:20 - mmengine - INFO - Epoch(train) [33][2300/5005] lr: 9.3640e-02 eta: 1 day, 7:36:36 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.5182 2022/12/06 17:24:34 - mmengine - INFO - Epoch(train) [33][2400/5005] lr: 9.3633e-02 eta: 1 day, 7:36:22 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.4314 2022/12/06 17:24:47 - mmengine - INFO - Epoch(train) [33][2500/5005] lr: 9.3625e-02 eta: 1 day, 7:36:09 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 4.0262 2022/12/06 17:25:01 - mmengine - INFO - Epoch(train) [33][2600/5005] lr: 9.3617e-02 eta: 1 day, 7:35:55 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.8944 2022/12/06 17:25:14 - mmengine - INFO - Epoch(train) [33][2700/5005] lr: 9.3610e-02 eta: 1 day, 7:35:42 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.8596 2022/12/06 17:25:28 - mmengine - INFO - Epoch(train) [33][2800/5005] lr: 9.3602e-02 eta: 1 day, 7:35:28 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.3990 2022/12/06 17:25:33 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:25:42 - mmengine - INFO - Epoch(train) [33][2900/5005] lr: 9.3594e-02 eta: 1 day, 7:35:15 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 4.1433 2022/12/06 17:25:55 - mmengine - INFO - Epoch(train) [33][3000/5005] lr: 9.3587e-02 eta: 1 day, 7:35:02 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.6207 2022/12/06 17:26:09 - mmengine - INFO - Epoch(train) [33][3100/5005] lr: 9.3579e-02 eta: 1 day, 7:34:49 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.0650 2022/12/06 17:26:23 - mmengine - INFO - Epoch(train) [33][3200/5005] lr: 9.3571e-02 eta: 1 day, 7:34:36 time: 0.1471 data_time: 0.0012 memory: 4390 loss: 4.0576 2022/12/06 17:26:37 - mmengine - INFO - Epoch(train) [33][3300/5005] lr: 9.3564e-02 eta: 1 day, 7:34:23 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.5511 2022/12/06 17:26:50 - mmengine - INFO - Epoch(train) [33][3400/5005] lr: 9.3556e-02 eta: 1 day, 7:34:10 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 4.2024 2022/12/06 17:27:04 - mmengine - INFO - Epoch(train) [33][3500/5005] lr: 9.3548e-02 eta: 1 day, 7:33:56 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.2009 2022/12/06 17:27:17 - mmengine - INFO - Epoch(train) [33][3600/5005] lr: 9.3540e-02 eta: 1 day, 7:33:43 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.8716 2022/12/06 17:27:31 - mmengine - INFO - Epoch(train) [33][3700/5005] lr: 9.3533e-02 eta: 1 day, 7:33:29 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.3319 2022/12/06 17:27:45 - mmengine - INFO - Epoch(train) [33][3800/5005] lr: 9.3525e-02 eta: 1 day, 7:33:16 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.8204 2022/12/06 17:27:50 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:27:58 - mmengine - INFO - Epoch(train) [33][3900/5005] lr: 9.3517e-02 eta: 1 day, 7:33:02 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 4.1671 2022/12/06 17:28:12 - mmengine - INFO - Epoch(train) [33][4000/5005] lr: 9.3510e-02 eta: 1 day, 7:32:49 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.6202 2022/12/06 17:28:25 - mmengine - INFO - Epoch(train) [33][4100/5005] lr: 9.3502e-02 eta: 1 day, 7:32:35 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.5700 2022/12/06 17:28:39 - mmengine - INFO - Epoch(train) [33][4200/5005] lr: 9.3494e-02 eta: 1 day, 7:32:22 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 2.9963 2022/12/06 17:28:53 - mmengine - INFO - Epoch(train) [33][4300/5005] lr: 9.3486e-02 eta: 1 day, 7:32:08 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.5841 2022/12/06 17:29:06 - mmengine - INFO - Epoch(train) [33][4400/5005] lr: 9.3479e-02 eta: 1 day, 7:31:54 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.1169 2022/12/06 17:29:20 - mmengine - INFO - Epoch(train) [33][4500/5005] lr: 9.3471e-02 eta: 1 day, 7:31:41 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.1286 2022/12/06 17:29:33 - mmengine - INFO - Epoch(train) [33][4600/5005] lr: 9.3463e-02 eta: 1 day, 7:31:28 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 4.0394 2022/12/06 17:29:47 - mmengine - INFO - Epoch(train) [33][4700/5005] lr: 9.3455e-02 eta: 1 day, 7:31:14 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.6484 2022/12/06 17:30:01 - mmengine - INFO - Epoch(train) [33][4800/5005] lr: 9.3448e-02 eta: 1 day, 7:31:01 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.3906 2022/12/06 17:30:06 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:30:14 - mmengine - INFO - Epoch(train) [33][4900/5005] lr: 9.3440e-02 eta: 1 day, 7:30:47 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.8738 2022/12/06 17:30:28 - mmengine - INFO - Epoch(train) [33][5000/5005] lr: 9.3432e-02 eta: 1 day, 7:30:34 time: 0.1360 data_time: 0.0021 memory: 4390 loss: 3.4919 2022/12/06 17:30:29 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:30:29 - mmengine - INFO - Saving checkpoint at 33 epochs 2022/12/06 17:30:39 - mmengine - INFO - Epoch(val) [33][100/196] eta: 0:00:07 time: 0.0748 data_time: 0.0432 memory: 4390 2022/12/06 17:30:58 - mmengine - INFO - Epoch(val) [33][196/196] accuracy/top1: 60.5360 accuracy/top5: 83.7800 2022/12/06 17:31:12 - mmengine - INFO - Epoch(train) [34][ 100/5005] lr: 9.3424e-02 eta: 1 day, 7:30:22 time: 0.1353 data_time: 0.0014 memory: 4390 loss: 3.5618 2022/12/06 17:31:26 - mmengine - INFO - Epoch(train) [34][ 200/5005] lr: 9.3416e-02 eta: 1 day, 7:30:08 time: 0.1358 data_time: 0.0014 memory: 4390 loss: 3.5940 2022/12/06 17:31:40 - mmengine - INFO - Epoch(train) [34][ 300/5005] lr: 9.3408e-02 eta: 1 day, 7:29:55 time: 0.1354 data_time: 0.0016 memory: 4390 loss: 3.9479 2022/12/06 17:31:53 - mmengine - INFO - Epoch(train) [34][ 400/5005] lr: 9.3401e-02 eta: 1 day, 7:29:41 time: 0.1356 data_time: 0.0015 memory: 4390 loss: 4.0321 2022/12/06 17:32:07 - mmengine - INFO - Epoch(train) [34][ 500/5005] lr: 9.3393e-02 eta: 1 day, 7:29:28 time: 0.1353 data_time: 0.0014 memory: 4390 loss: 3.6026 2022/12/06 17:32:20 - mmengine - INFO - Epoch(train) [34][ 600/5005] lr: 9.3385e-02 eta: 1 day, 7:29:14 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.0845 2022/12/06 17:32:34 - mmengine - INFO - Epoch(train) [34][ 700/5005] lr: 9.3377e-02 eta: 1 day, 7:29:01 time: 0.1350 data_time: 0.0013 memory: 4390 loss: 3.4239 2022/12/06 17:32:48 - mmengine - INFO - Epoch(train) [34][ 800/5005] lr: 9.3369e-02 eta: 1 day, 7:28:47 time: 0.1352 data_time: 0.0014 memory: 4390 loss: 3.8820 2022/12/06 17:32:52 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:33:01 - mmengine - INFO - Epoch(train) [34][ 900/5005] lr: 9.3362e-02 eta: 1 day, 7:28:33 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.9823 2022/12/06 17:33:15 - mmengine - INFO - Epoch(train) [34][1000/5005] lr: 9.3354e-02 eta: 1 day, 7:28:20 time: 0.1354 data_time: 0.0015 memory: 4390 loss: 3.2217 2022/12/06 17:33:28 - mmengine - INFO - Epoch(train) [34][1100/5005] lr: 9.3346e-02 eta: 1 day, 7:28:06 time: 0.1351 data_time: 0.0014 memory: 4390 loss: 3.6634 2022/12/06 17:33:42 - mmengine - INFO - Epoch(train) [34][1200/5005] lr: 9.3338e-02 eta: 1 day, 7:27:52 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.5420 2022/12/06 17:33:56 - mmengine - INFO - Epoch(train) [34][1300/5005] lr: 9.3330e-02 eta: 1 day, 7:27:39 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 3.3358 2022/12/06 17:34:09 - mmengine - INFO - Epoch(train) [34][1400/5005] lr: 9.3322e-02 eta: 1 day, 7:27:25 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.8978 2022/12/06 17:34:23 - mmengine - INFO - Epoch(train) [34][1500/5005] lr: 9.3315e-02 eta: 1 day, 7:27:11 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.4055 2022/12/06 17:34:36 - mmengine - INFO - Epoch(train) [34][1600/5005] lr: 9.3307e-02 eta: 1 day, 7:26:58 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.8164 2022/12/06 17:34:50 - mmengine - INFO - Epoch(train) [34][1700/5005] lr: 9.3299e-02 eta: 1 day, 7:26:44 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 4.2472 2022/12/06 17:35:04 - mmengine - INFO - Epoch(train) [34][1800/5005] lr: 9.3291e-02 eta: 1 day, 7:26:30 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.8435 2022/12/06 17:35:08 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:35:17 - mmengine - INFO - Epoch(train) [34][1900/5005] lr: 9.3283e-02 eta: 1 day, 7:26:17 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.8146 2022/12/06 17:35:31 - mmengine - INFO - Epoch(train) [34][2000/5005] lr: 9.3275e-02 eta: 1 day, 7:26:04 time: 0.1350 data_time: 0.0013 memory: 4390 loss: 3.9713 2022/12/06 17:35:44 - mmengine - INFO - Epoch(train) [34][2100/5005] lr: 9.3267e-02 eta: 1 day, 7:25:50 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.8106 2022/12/06 17:35:58 - mmengine - INFO - Epoch(train) [34][2200/5005] lr: 9.3260e-02 eta: 1 day, 7:25:37 time: 0.1351 data_time: 0.0014 memory: 4390 loss: 3.6857 2022/12/06 17:36:12 - mmengine - INFO - Epoch(train) [34][2300/5005] lr: 9.3252e-02 eta: 1 day, 7:25:23 time: 0.1349 data_time: 0.0013 memory: 4390 loss: 3.3625 2022/12/06 17:36:25 - mmengine - INFO - Epoch(train) [34][2400/5005] lr: 9.3244e-02 eta: 1 day, 7:25:10 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.6684 2022/12/06 17:36:39 - mmengine - INFO - Epoch(train) [34][2500/5005] lr: 9.3236e-02 eta: 1 day, 7:24:56 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.3827 2022/12/06 17:36:53 - mmengine - INFO - Epoch(train) [34][2600/5005] lr: 9.3228e-02 eta: 1 day, 7:24:42 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.2464 2022/12/06 17:37:06 - mmengine - INFO - Epoch(train) [34][2700/5005] lr: 9.3220e-02 eta: 1 day, 7:24:29 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.4955 2022/12/06 17:37:20 - mmengine - INFO - Epoch(train) [34][2800/5005] lr: 9.3212e-02 eta: 1 day, 7:24:15 time: 0.1350 data_time: 0.0013 memory: 4390 loss: 3.6281 2022/12/06 17:37:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:37:33 - mmengine - INFO - Epoch(train) [34][2900/5005] lr: 9.3204e-02 eta: 1 day, 7:24:01 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.0455 2022/12/06 17:37:47 - mmengine - INFO - Epoch(train) [34][3000/5005] lr: 9.3196e-02 eta: 1 day, 7:23:47 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 3.5491 2022/12/06 17:38:01 - mmengine - INFO - Epoch(train) [34][3100/5005] lr: 9.3189e-02 eta: 1 day, 7:23:34 time: 0.1350 data_time: 0.0014 memory: 4390 loss: 3.1372 2022/12/06 17:38:14 - mmengine - INFO - Epoch(train) [34][3200/5005] lr: 9.3181e-02 eta: 1 day, 7:23:20 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.5141 2022/12/06 17:38:28 - mmengine - INFO - Epoch(train) [34][3300/5005] lr: 9.3173e-02 eta: 1 day, 7:23:07 time: 0.1352 data_time: 0.0014 memory: 4390 loss: 3.3758 2022/12/06 17:38:41 - mmengine - INFO - Epoch(train) [34][3400/5005] lr: 9.3165e-02 eta: 1 day, 7:22:54 time: 0.1361 data_time: 0.0014 memory: 4390 loss: 3.2299 2022/12/06 17:38:55 - mmengine - INFO - Epoch(train) [34][3500/5005] lr: 9.3157e-02 eta: 1 day, 7:22:40 time: 0.1360 data_time: 0.0014 memory: 4390 loss: 3.4292 2022/12/06 17:39:09 - mmengine - INFO - Epoch(train) [34][3600/5005] lr: 9.3149e-02 eta: 1 day, 7:22:27 time: 0.1354 data_time: 0.0014 memory: 4390 loss: 3.2356 2022/12/06 17:39:22 - mmengine - INFO - Epoch(train) [34][3700/5005] lr: 9.3141e-02 eta: 1 day, 7:22:13 time: 0.1356 data_time: 0.0014 memory: 4390 loss: 3.4190 2022/12/06 17:39:36 - mmengine - INFO - Epoch(train) [34][3800/5005] lr: 9.3133e-02 eta: 1 day, 7:21:59 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.8010 2022/12/06 17:39:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:39:50 - mmengine - INFO - Epoch(train) [34][3900/5005] lr: 9.3125e-02 eta: 1 day, 7:21:46 time: 0.1352 data_time: 0.0014 memory: 4390 loss: 3.3697 2022/12/06 17:40:03 - mmengine - INFO - Epoch(train) [34][4000/5005] lr: 9.3117e-02 eta: 1 day, 7:21:32 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.5538 2022/12/06 17:40:17 - mmengine - INFO - Epoch(train) [34][4100/5005] lr: 9.3109e-02 eta: 1 day, 7:21:19 time: 0.1354 data_time: 0.0014 memory: 4390 loss: 3.5906 2022/12/06 17:40:30 - mmengine - INFO - Epoch(train) [34][4200/5005] lr: 9.3101e-02 eta: 1 day, 7:21:05 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 2.9626 2022/12/06 17:40:44 - mmengine - INFO - Epoch(train) [34][4300/5005] lr: 9.3093e-02 eta: 1 day, 7:20:51 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.6496 2022/12/06 17:40:57 - mmengine - INFO - Epoch(train) [34][4400/5005] lr: 9.3085e-02 eta: 1 day, 7:20:38 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.1622 2022/12/06 17:41:11 - mmengine - INFO - Epoch(train) [34][4500/5005] lr: 9.3077e-02 eta: 1 day, 7:20:24 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.2279 2022/12/06 17:41:25 - mmengine - INFO - Epoch(train) [34][4600/5005] lr: 9.3069e-02 eta: 1 day, 7:20:11 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.5281 2022/12/06 17:41:38 - mmengine - INFO - Epoch(train) [34][4700/5005] lr: 9.3062e-02 eta: 1 day, 7:19:57 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 4.1100 2022/12/06 17:41:52 - mmengine - INFO - Epoch(train) [34][4800/5005] lr: 9.3054e-02 eta: 1 day, 7:19:44 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.2852 2022/12/06 17:41:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:42:06 - mmengine - INFO - Epoch(train) [34][4900/5005] lr: 9.3046e-02 eta: 1 day, 7:19:30 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.0419 2022/12/06 17:42:19 - mmengine - INFO - Epoch(train) [34][5000/5005] lr: 9.3038e-02 eta: 1 day, 7:19:16 time: 0.1360 data_time: 0.0018 memory: 4390 loss: 3.6160 2022/12/06 17:42:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:42:20 - mmengine - INFO - Saving checkpoint at 34 epochs 2022/12/06 17:42:31 - mmengine - INFO - Epoch(val) [34][100/196] eta: 0:00:08 time: 0.0800 data_time: 0.0488 memory: 4390 2022/12/06 17:42:50 - mmengine - INFO - Epoch(val) [34][196/196] accuracy/top1: 61.4460 accuracy/top5: 84.6100 2022/12/06 17:43:04 - mmengine - INFO - Epoch(train) [35][ 100/5005] lr: 9.3029e-02 eta: 1 day, 7:19:05 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.5894 2022/12/06 17:43:18 - mmengine - INFO - Epoch(train) [35][ 200/5005] lr: 9.3021e-02 eta: 1 day, 7:18:52 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.0775 2022/12/06 17:43:32 - mmengine - INFO - Epoch(train) [35][ 300/5005] lr: 9.3013e-02 eta: 1 day, 7:18:38 time: 0.1364 data_time: 0.0011 memory: 4390 loss: 3.5787 2022/12/06 17:43:45 - mmengine - INFO - Epoch(train) [35][ 400/5005] lr: 9.3005e-02 eta: 1 day, 7:18:25 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.5586 2022/12/06 17:43:59 - mmengine - INFO - Epoch(train) [35][ 500/5005] lr: 9.2997e-02 eta: 1 day, 7:18:11 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.3805 2022/12/06 17:44:12 - mmengine - INFO - Epoch(train) [35][ 600/5005] lr: 9.2989e-02 eta: 1 day, 7:17:58 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 4.0002 2022/12/06 17:44:26 - mmengine - INFO - Epoch(train) [35][ 700/5005] lr: 9.2981e-02 eta: 1 day, 7:17:44 time: 0.1350 data_time: 0.0012 memory: 4390 loss: 4.0319 2022/12/06 17:44:40 - mmengine - INFO - Epoch(train) [35][ 800/5005] lr: 9.2973e-02 eta: 1 day, 7:17:30 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.2757 2022/12/06 17:44:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:44:53 - mmengine - INFO - Epoch(train) [35][ 900/5005] lr: 9.2965e-02 eta: 1 day, 7:17:17 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 4.4034 2022/12/06 17:45:07 - mmengine - INFO - Epoch(train) [35][1000/5005] lr: 9.2957e-02 eta: 1 day, 7:17:03 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.6915 2022/12/06 17:45:20 - mmengine - INFO - Epoch(train) [35][1100/5005] lr: 9.2949e-02 eta: 1 day, 7:16:50 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.8434 2022/12/06 17:45:34 - mmengine - INFO - Epoch(train) [35][1200/5005] lr: 9.2941e-02 eta: 1 day, 7:16:36 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.1511 2022/12/06 17:45:48 - mmengine - INFO - Epoch(train) [35][1300/5005] lr: 9.2933e-02 eta: 1 day, 7:16:22 time: 0.1350 data_time: 0.0011 memory: 4390 loss: 3.7571 2022/12/06 17:46:01 - mmengine - INFO - Epoch(train) [35][1400/5005] lr: 9.2925e-02 eta: 1 day, 7:16:09 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.0865 2022/12/06 17:46:15 - mmengine - INFO - Epoch(train) [35][1500/5005] lr: 9.2917e-02 eta: 1 day, 7:15:55 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.7969 2022/12/06 17:46:28 - mmengine - INFO - Epoch(train) [35][1600/5005] lr: 9.2909e-02 eta: 1 day, 7:15:42 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.2348 2022/12/06 17:46:42 - mmengine - INFO - Epoch(train) [35][1700/5005] lr: 9.2901e-02 eta: 1 day, 7:15:28 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.3188 2022/12/06 17:46:55 - mmengine - INFO - Epoch(train) [35][1800/5005] lr: 9.2893e-02 eta: 1 day, 7:15:14 time: 0.1349 data_time: 0.0013 memory: 4390 loss: 3.4548 2022/12/06 17:47:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:47:09 - mmengine - INFO - Epoch(train) [35][1900/5005] lr: 9.2885e-02 eta: 1 day, 7:15:00 time: 0.1349 data_time: 0.0013 memory: 4390 loss: 3.2354 2022/12/06 17:47:23 - mmengine - INFO - Epoch(train) [35][2000/5005] lr: 9.2877e-02 eta: 1 day, 7:14:46 time: 0.1348 data_time: 0.0014 memory: 4390 loss: 3.3999 2022/12/06 17:47:36 - mmengine - INFO - Epoch(train) [35][2100/5005] lr: 9.2869e-02 eta: 1 day, 7:14:33 time: 0.1352 data_time: 0.0014 memory: 4390 loss: 3.5770 2022/12/06 17:47:50 - mmengine - INFO - Epoch(train) [35][2200/5005] lr: 9.2860e-02 eta: 1 day, 7:14:20 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.3140 2022/12/06 17:48:04 - mmengine - INFO - Epoch(train) [35][2300/5005] lr: 9.2852e-02 eta: 1 day, 7:14:06 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.5032 2022/12/06 17:48:17 - mmengine - INFO - Epoch(train) [35][2400/5005] lr: 9.2844e-02 eta: 1 day, 7:13:53 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.6235 2022/12/06 17:48:31 - mmengine - INFO - Epoch(train) [35][2500/5005] lr: 9.2836e-02 eta: 1 day, 7:13:39 time: 0.1352 data_time: 0.0014 memory: 4390 loss: 3.6931 2022/12/06 17:48:44 - mmengine - INFO - Epoch(train) [35][2600/5005] lr: 9.2828e-02 eta: 1 day, 7:13:26 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 3.2665 2022/12/06 17:48:58 - mmengine - INFO - Epoch(train) [35][2700/5005] lr: 9.2820e-02 eta: 1 day, 7:13:13 time: 0.1394 data_time: 0.0013 memory: 4390 loss: 3.6602 2022/12/06 17:49:12 - mmengine - INFO - Epoch(train) [35][2800/5005] lr: 9.2812e-02 eta: 1 day, 7:12:59 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.7417 2022/12/06 17:49:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:49:25 - mmengine - INFO - Epoch(train) [35][2900/5005] lr: 9.2804e-02 eta: 1 day, 7:12:45 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.7713 2022/12/06 17:49:39 - mmengine - INFO - Epoch(train) [35][3000/5005] lr: 9.2796e-02 eta: 1 day, 7:12:31 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.6945 2022/12/06 17:49:52 - mmengine - INFO - Epoch(train) [35][3100/5005] lr: 9.2788e-02 eta: 1 day, 7:12:18 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 4.3042 2022/12/06 17:50:06 - mmengine - INFO - Epoch(train) [35][3200/5005] lr: 9.2779e-02 eta: 1 day, 7:12:04 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 3.5973 2022/12/06 17:50:20 - mmengine - INFO - Epoch(train) [35][3300/5005] lr: 9.2771e-02 eta: 1 day, 7:11:50 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.5203 2022/12/06 17:50:33 - mmengine - INFO - Epoch(train) [35][3400/5005] lr: 9.2763e-02 eta: 1 day, 7:11:37 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.5070 2022/12/06 17:50:47 - mmengine - INFO - Epoch(train) [35][3500/5005] lr: 9.2755e-02 eta: 1 day, 7:11:23 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.5416 2022/12/06 17:51:00 - mmengine - INFO - Epoch(train) [35][3600/5005] lr: 9.2747e-02 eta: 1 day, 7:11:10 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.7209 2022/12/06 17:51:14 - mmengine - INFO - Epoch(train) [35][3700/5005] lr: 9.2739e-02 eta: 1 day, 7:10:57 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.2485 2022/12/06 17:51:28 - mmengine - INFO - Epoch(train) [35][3800/5005] lr: 9.2731e-02 eta: 1 day, 7:10:44 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.9589 2022/12/06 17:51:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:51:41 - mmengine - INFO - Epoch(train) [35][3900/5005] lr: 9.2722e-02 eta: 1 day, 7:10:30 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.5828 2022/12/06 17:51:55 - mmengine - INFO - Epoch(train) [35][4000/5005] lr: 9.2714e-02 eta: 1 day, 7:10:17 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.8117 2022/12/06 17:52:09 - mmengine - INFO - Epoch(train) [35][4100/5005] lr: 9.2706e-02 eta: 1 day, 7:10:04 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.5732 2022/12/06 17:52:22 - mmengine - INFO - Epoch(train) [35][4200/5005] lr: 9.2698e-02 eta: 1 day, 7:09:50 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.5793 2022/12/06 17:52:36 - mmengine - INFO - Epoch(train) [35][4300/5005] lr: 9.2690e-02 eta: 1 day, 7:09:37 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 2.9831 2022/12/06 17:52:50 - mmengine - INFO - Epoch(train) [35][4400/5005] lr: 9.2682e-02 eta: 1 day, 7:09:23 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.4125 2022/12/06 17:53:03 - mmengine - INFO - Epoch(train) [35][4500/5005] lr: 9.2673e-02 eta: 1 day, 7:09:10 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.2815 2022/12/06 17:53:17 - mmengine - INFO - Epoch(train) [35][4600/5005] lr: 9.2665e-02 eta: 1 day, 7:08:56 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.3814 2022/12/06 17:53:30 - mmengine - INFO - Epoch(train) [35][4700/5005] lr: 9.2657e-02 eta: 1 day, 7:08:43 time: 0.1350 data_time: 0.0012 memory: 4390 loss: 3.7693 2022/12/06 17:53:44 - mmengine - INFO - Epoch(train) [35][4800/5005] lr: 9.2649e-02 eta: 1 day, 7:08:29 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.6586 2022/12/06 17:53:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:53:58 - mmengine - INFO - Epoch(train) [35][4900/5005] lr: 9.2641e-02 eta: 1 day, 7:08:16 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.2448 2022/12/06 17:54:11 - mmengine - INFO - Epoch(train) [35][5000/5005] lr: 9.2633e-02 eta: 1 day, 7:08:03 time: 0.1372 data_time: 0.0021 memory: 4390 loss: 3.5680 2022/12/06 17:54:12 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:54:12 - mmengine - INFO - Saving checkpoint at 35 epochs 2022/12/06 17:54:23 - mmengine - INFO - Epoch(val) [35][100/196] eta: 0:00:08 time: 0.0843 data_time: 0.0540 memory: 4390 2022/12/06 17:54:42 - mmengine - INFO - Epoch(val) [35][196/196] accuracy/top1: 60.2420 accuracy/top5: 83.8220 2022/12/06 17:54:56 - mmengine - INFO - Epoch(train) [36][ 100/5005] lr: 9.2624e-02 eta: 1 day, 7:07:51 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.0927 2022/12/06 17:55:10 - mmengine - INFO - Epoch(train) [36][ 200/5005] lr: 9.2616e-02 eta: 1 day, 7:07:38 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 4.1436 2022/12/06 17:55:23 - mmengine - INFO - Epoch(train) [36][ 300/5005] lr: 9.2607e-02 eta: 1 day, 7:07:24 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.5965 2022/12/06 17:55:37 - mmengine - INFO - Epoch(train) [36][ 400/5005] lr: 9.2599e-02 eta: 1 day, 7:07:11 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.4297 2022/12/06 17:55:51 - mmengine - INFO - Epoch(train) [36][ 500/5005] lr: 9.2591e-02 eta: 1 day, 7:06:58 time: 0.1417 data_time: 0.0011 memory: 4390 loss: 3.8955 2022/12/06 17:56:04 - mmengine - INFO - Epoch(train) [36][ 600/5005] lr: 9.2583e-02 eta: 1 day, 7:06:44 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 3.7104 2022/12/06 17:56:18 - mmengine - INFO - Epoch(train) [36][ 700/5005] lr: 9.2575e-02 eta: 1 day, 7:06:30 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.3042 2022/12/06 17:56:32 - mmengine - INFO - Epoch(train) [36][ 800/5005] lr: 9.2566e-02 eta: 1 day, 7:06:16 time: 0.1347 data_time: 0.0012 memory: 4390 loss: 4.1452 2022/12/06 17:56:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:56:45 - mmengine - INFO - Epoch(train) [36][ 900/5005] lr: 9.2558e-02 eta: 1 day, 7:06:03 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 4.0942 2022/12/06 17:56:59 - mmengine - INFO - Epoch(train) [36][1000/5005] lr: 9.2550e-02 eta: 1 day, 7:05:49 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.4660 2022/12/06 17:57:12 - mmengine - INFO - Epoch(train) [36][1100/5005] lr: 9.2542e-02 eta: 1 day, 7:05:35 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 3.3905 2022/12/06 17:57:26 - mmengine - INFO - Epoch(train) [36][1200/5005] lr: 9.2533e-02 eta: 1 day, 7:05:22 time: 0.1350 data_time: 0.0012 memory: 4390 loss: 3.7605 2022/12/06 17:57:39 - mmengine - INFO - Epoch(train) [36][1300/5005] lr: 9.2525e-02 eta: 1 day, 7:05:09 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.5237 2022/12/06 17:57:53 - mmengine - INFO - Epoch(train) [36][1400/5005] lr: 9.2517e-02 eta: 1 day, 7:04:55 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.7943 2022/12/06 17:58:07 - mmengine - INFO - Epoch(train) [36][1500/5005] lr: 9.2509e-02 eta: 1 day, 7:04:42 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.5019 2022/12/06 17:58:20 - mmengine - INFO - Epoch(train) [36][1600/5005] lr: 9.2500e-02 eta: 1 day, 7:04:28 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.3464 2022/12/06 17:58:34 - mmengine - INFO - Epoch(train) [36][1700/5005] lr: 9.2492e-02 eta: 1 day, 7:04:14 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.5794 2022/12/06 17:58:47 - mmengine - INFO - Epoch(train) [36][1800/5005] lr: 9.2484e-02 eta: 1 day, 7:04:00 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.5782 2022/12/06 17:58:51 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 17:59:01 - mmengine - INFO - Epoch(train) [36][1900/5005] lr: 9.2476e-02 eta: 1 day, 7:03:47 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.4025 2022/12/06 17:59:15 - mmengine - INFO - Epoch(train) [36][2000/5005] lr: 9.2467e-02 eta: 1 day, 7:03:33 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.6581 2022/12/06 17:59:28 - mmengine - INFO - Epoch(train) [36][2100/5005] lr: 9.2459e-02 eta: 1 day, 7:03:20 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 4.0302 2022/12/06 17:59:42 - mmengine - INFO - Epoch(train) [36][2200/5005] lr: 9.2451e-02 eta: 1 day, 7:03:07 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.3932 2022/12/06 17:59:56 - mmengine - INFO - Epoch(train) [36][2300/5005] lr: 9.2442e-02 eta: 1 day, 7:02:53 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.5483 2022/12/06 18:00:09 - mmengine - INFO - Epoch(train) [36][2400/5005] lr: 9.2434e-02 eta: 1 day, 7:02:40 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.6409 2022/12/06 18:00:23 - mmengine - INFO - Epoch(train) [36][2500/5005] lr: 9.2426e-02 eta: 1 day, 7:02:27 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.4330 2022/12/06 18:00:37 - mmengine - INFO - Epoch(train) [36][2600/5005] lr: 9.2417e-02 eta: 1 day, 7:02:13 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.7633 2022/12/06 18:00:50 - mmengine - INFO - Epoch(train) [36][2700/5005] lr: 9.2409e-02 eta: 1 day, 7:02:00 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 4.2089 2022/12/06 18:01:04 - mmengine - INFO - Epoch(train) [36][2800/5005] lr: 9.2401e-02 eta: 1 day, 7:01:46 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.7479 2022/12/06 18:01:07 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:01:17 - mmengine - INFO - Epoch(train) [36][2900/5005] lr: 9.2393e-02 eta: 1 day, 7:01:32 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.6283 2022/12/06 18:01:31 - mmengine - INFO - Epoch(train) [36][3000/5005] lr: 9.2384e-02 eta: 1 day, 7:01:19 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 4.3200 2022/12/06 18:01:45 - mmengine - INFO - Epoch(train) [36][3100/5005] lr: 9.2376e-02 eta: 1 day, 7:01:06 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.3831 2022/12/06 18:01:58 - mmengine - INFO - Epoch(train) [36][3200/5005] lr: 9.2368e-02 eta: 1 day, 7:00:52 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.9102 2022/12/06 18:02:12 - mmengine - INFO - Epoch(train) [36][3300/5005] lr: 9.2359e-02 eta: 1 day, 7:00:38 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.5806 2022/12/06 18:02:25 - mmengine - INFO - Epoch(train) [36][3400/5005] lr: 9.2351e-02 eta: 1 day, 7:00:25 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.9345 2022/12/06 18:02:39 - mmengine - INFO - Epoch(train) [36][3500/5005] lr: 9.2343e-02 eta: 1 day, 7:00:12 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.7114 2022/12/06 18:02:53 - mmengine - INFO - Epoch(train) [36][3600/5005] lr: 9.2334e-02 eta: 1 day, 6:59:58 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.9396 2022/12/06 18:03:06 - mmengine - INFO - Epoch(train) [36][3700/5005] lr: 9.2326e-02 eta: 1 day, 6:59:45 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.5761 2022/12/06 18:03:20 - mmengine - INFO - Epoch(train) [36][3800/5005] lr: 9.2317e-02 eta: 1 day, 6:59:32 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.6108 2022/12/06 18:03:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:03:34 - mmengine - INFO - Epoch(train) [36][3900/5005] lr: 9.2309e-02 eta: 1 day, 6:59:18 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.2057 2022/12/06 18:03:47 - mmengine - INFO - Epoch(train) [36][4000/5005] lr: 9.2301e-02 eta: 1 day, 6:59:05 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.3248 2022/12/06 18:04:01 - mmengine - INFO - Epoch(train) [36][4100/5005] lr: 9.2292e-02 eta: 1 day, 6:58:51 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.7024 2022/12/06 18:04:14 - mmengine - INFO - Epoch(train) [36][4200/5005] lr: 9.2284e-02 eta: 1 day, 6:58:37 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.6795 2022/12/06 18:04:28 - mmengine - INFO - Epoch(train) [36][4300/5005] lr: 9.2276e-02 eta: 1 day, 6:58:24 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.3913 2022/12/06 18:04:42 - mmengine - INFO - Epoch(train) [36][4400/5005] lr: 9.2267e-02 eta: 1 day, 6:58:11 time: 0.1355 data_time: 0.0014 memory: 4390 loss: 3.3470 2022/12/06 18:04:55 - mmengine - INFO - Epoch(train) [36][4500/5005] lr: 9.2259e-02 eta: 1 day, 6:57:57 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.7185 2022/12/06 18:05:09 - mmengine - INFO - Epoch(train) [36][4600/5005] lr: 9.2250e-02 eta: 1 day, 6:57:43 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 3.4049 2022/12/06 18:05:22 - mmengine - INFO - Epoch(train) [36][4700/5005] lr: 9.2242e-02 eta: 1 day, 6:57:30 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.6837 2022/12/06 18:05:36 - mmengine - INFO - Epoch(train) [36][4800/5005] lr: 9.2234e-02 eta: 1 day, 6:57:17 time: 0.1422 data_time: 0.0012 memory: 4390 loss: 4.0597 2022/12/06 18:05:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:05:50 - mmengine - INFO - Epoch(train) [36][4900/5005] lr: 9.2225e-02 eta: 1 day, 6:57:03 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.1963 2022/12/06 18:06:03 - mmengine - INFO - Epoch(train) [36][5000/5005] lr: 9.2217e-02 eta: 1 day, 6:56:50 time: 0.1439 data_time: 0.0021 memory: 4390 loss: 3.4153 2022/12/06 18:06:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:06:04 - mmengine - INFO - Saving checkpoint at 36 epochs 2022/12/06 18:06:15 - mmengine - INFO - Epoch(val) [36][100/196] eta: 0:00:08 time: 0.0835 data_time: 0.0523 memory: 4390 2022/12/06 18:06:35 - mmengine - INFO - Epoch(val) [36][196/196] accuracy/top1: 60.2600 accuracy/top5: 83.7380 2022/12/06 18:06:49 - mmengine - INFO - Epoch(train) [37][ 100/5005] lr: 9.2208e-02 eta: 1 day, 6:56:38 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.7265 2022/12/06 18:07:02 - mmengine - INFO - Epoch(train) [37][ 200/5005] lr: 9.2200e-02 eta: 1 day, 6:56:24 time: 0.1354 data_time: 0.0014 memory: 4390 loss: 3.4648 2022/12/06 18:07:16 - mmengine - INFO - Epoch(train) [37][ 300/5005] lr: 9.2191e-02 eta: 1 day, 6:56:11 time: 0.1351 data_time: 0.0014 memory: 4390 loss: 3.7603 2022/12/06 18:07:30 - mmengine - INFO - Epoch(train) [37][ 400/5005] lr: 9.2183e-02 eta: 1 day, 6:55:57 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.3133 2022/12/06 18:07:43 - mmengine - INFO - Epoch(train) [37][ 500/5005] lr: 9.2174e-02 eta: 1 day, 6:55:43 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 4.2910 2022/12/06 18:07:57 - mmengine - INFO - Epoch(train) [37][ 600/5005] lr: 9.2166e-02 eta: 1 day, 6:55:30 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.4506 2022/12/06 18:08:10 - mmengine - INFO - Epoch(train) [37][ 700/5005] lr: 9.2158e-02 eta: 1 day, 6:55:16 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.3551 2022/12/06 18:08:24 - mmengine - INFO - Epoch(train) [37][ 800/5005] lr: 9.2149e-02 eta: 1 day, 6:55:03 time: 0.1434 data_time: 0.0012 memory: 4390 loss: 3.7823 2022/12/06 18:08:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:08:38 - mmengine - INFO - Epoch(train) [37][ 900/5005] lr: 9.2141e-02 eta: 1 day, 6:54:50 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.8859 2022/12/06 18:08:51 - mmengine - INFO - Epoch(train) [37][1000/5005] lr: 9.2132e-02 eta: 1 day, 6:54:36 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.6302 2022/12/06 18:09:05 - mmengine - INFO - Epoch(train) [37][1100/5005] lr: 9.2124e-02 eta: 1 day, 6:54:23 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.2449 2022/12/06 18:09:19 - mmengine - INFO - Epoch(train) [37][1200/5005] lr: 9.2115e-02 eta: 1 day, 6:54:09 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.4249 2022/12/06 18:09:32 - mmengine - INFO - Epoch(train) [37][1300/5005] lr: 9.2107e-02 eta: 1 day, 6:53:55 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.5532 2022/12/06 18:09:46 - mmengine - INFO - Epoch(train) [37][1400/5005] lr: 9.2098e-02 eta: 1 day, 6:53:42 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.6786 2022/12/06 18:10:00 - mmengine - INFO - Epoch(train) [37][1500/5005] lr: 9.2090e-02 eta: 1 day, 6:53:29 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 3.1842 2022/12/06 18:10:13 - mmengine - INFO - Epoch(train) [37][1600/5005] lr: 9.2081e-02 eta: 1 day, 6:53:16 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.9414 2022/12/06 18:10:27 - mmengine - INFO - Epoch(train) [37][1700/5005] lr: 9.2073e-02 eta: 1 day, 6:53:02 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 4.1685 2022/12/06 18:10:40 - mmengine - INFO - Epoch(train) [37][1800/5005] lr: 9.2064e-02 eta: 1 day, 6:52:49 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.8284 2022/12/06 18:10:43 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:10:54 - mmengine - INFO - Epoch(train) [37][1900/5005] lr: 9.2056e-02 eta: 1 day, 6:52:35 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.3758 2022/12/06 18:11:08 - mmengine - INFO - Epoch(train) [37][2000/5005] lr: 9.2047e-02 eta: 1 day, 6:52:21 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.4919 2022/12/06 18:11:21 - mmengine - INFO - Epoch(train) [37][2100/5005] lr: 9.2039e-02 eta: 1 day, 6:52:08 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.5620 2022/12/06 18:11:35 - mmengine - INFO - Epoch(train) [37][2200/5005] lr: 9.2030e-02 eta: 1 day, 6:51:54 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.7347 2022/12/06 18:11:48 - mmengine - INFO - Epoch(train) [37][2300/5005] lr: 9.2022e-02 eta: 1 day, 6:51:40 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.2520 2022/12/06 18:12:02 - mmengine - INFO - Epoch(train) [37][2400/5005] lr: 9.2013e-02 eta: 1 day, 6:51:27 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.3853 2022/12/06 18:12:16 - mmengine - INFO - Epoch(train) [37][2500/5005] lr: 9.2005e-02 eta: 1 day, 6:51:14 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.3461 2022/12/06 18:12:29 - mmengine - INFO - Epoch(train) [37][2600/5005] lr: 9.1996e-02 eta: 1 day, 6:51:01 time: 0.1458 data_time: 0.0012 memory: 4390 loss: 3.5604 2022/12/06 18:12:43 - mmengine - INFO - Epoch(train) [37][2700/5005] lr: 9.1988e-02 eta: 1 day, 6:50:47 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.2486 2022/12/06 18:12:57 - mmengine - INFO - Epoch(train) [37][2800/5005] lr: 9.1979e-02 eta: 1 day, 6:50:34 time: 0.1409 data_time: 0.0012 memory: 4390 loss: 3.7403 2022/12/06 18:12:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:13:10 - mmengine - INFO - Epoch(train) [37][2900/5005] lr: 9.1971e-02 eta: 1 day, 6:50:20 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.4611 2022/12/06 18:13:24 - mmengine - INFO - Epoch(train) [37][3000/5005] lr: 9.1962e-02 eta: 1 day, 6:50:06 time: 0.1349 data_time: 0.0012 memory: 4390 loss: 3.1650 2022/12/06 18:13:37 - mmengine - INFO - Epoch(train) [37][3100/5005] lr: 9.1954e-02 eta: 1 day, 6:49:53 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.4304 2022/12/06 18:13:51 - mmengine - INFO - Epoch(train) [37][3200/5005] lr: 9.1945e-02 eta: 1 day, 6:49:40 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 2.9590 2022/12/06 18:14:05 - mmengine - INFO - Epoch(train) [37][3300/5005] lr: 9.1937e-02 eta: 1 day, 6:49:27 time: 0.1356 data_time: 0.0014 memory: 4390 loss: 3.6104 2022/12/06 18:14:18 - mmengine - INFO - Epoch(train) [37][3400/5005] lr: 9.1928e-02 eta: 1 day, 6:49:13 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.9031 2022/12/06 18:14:32 - mmengine - INFO - Epoch(train) [37][3500/5005] lr: 9.1920e-02 eta: 1 day, 6:48:59 time: 0.1362 data_time: 0.0014 memory: 4390 loss: 4.2443 2022/12/06 18:14:46 - mmengine - INFO - Epoch(train) [37][3600/5005] lr: 9.1911e-02 eta: 1 day, 6:48:46 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.6866 2022/12/06 18:14:59 - mmengine - INFO - Epoch(train) [37][3700/5005] lr: 9.1903e-02 eta: 1 day, 6:48:32 time: 0.1357 data_time: 0.0014 memory: 4390 loss: 3.7335 2022/12/06 18:15:13 - mmengine - INFO - Epoch(train) [37][3800/5005] lr: 9.1894e-02 eta: 1 day, 6:48:19 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 3.4954 2022/12/06 18:15:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:15:26 - mmengine - INFO - Epoch(train) [37][3900/5005] lr: 9.1885e-02 eta: 1 day, 6:48:05 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.7129 2022/12/06 18:15:40 - mmengine - INFO - Epoch(train) [37][4000/5005] lr: 9.1877e-02 eta: 1 day, 6:47:52 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.6165 2022/12/06 18:15:54 - mmengine - INFO - Epoch(train) [37][4100/5005] lr: 9.1868e-02 eta: 1 day, 6:47:38 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.6745 2022/12/06 18:16:07 - mmengine - INFO - Epoch(train) [37][4200/5005] lr: 9.1860e-02 eta: 1 day, 6:47:24 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.5059 2022/12/06 18:16:21 - mmengine - INFO - Epoch(train) [37][4300/5005] lr: 9.1851e-02 eta: 1 day, 6:47:11 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 4.0742 2022/12/06 18:16:34 - mmengine - INFO - Epoch(train) [37][4400/5005] lr: 9.1843e-02 eta: 1 day, 6:46:57 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.3866 2022/12/06 18:16:48 - mmengine - INFO - Epoch(train) [37][4500/5005] lr: 9.1834e-02 eta: 1 day, 6:46:44 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.5342 2022/12/06 18:17:02 - mmengine - INFO - Epoch(train) [37][4600/5005] lr: 9.1825e-02 eta: 1 day, 6:46:31 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 3.9781 2022/12/06 18:17:15 - mmengine - INFO - Epoch(train) [37][4700/5005] lr: 9.1817e-02 eta: 1 day, 6:46:17 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.9748 2022/12/06 18:17:29 - mmengine - INFO - Epoch(train) [37][4800/5005] lr: 9.1808e-02 eta: 1 day, 6:46:04 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.5551 2022/12/06 18:17:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:17:43 - mmengine - INFO - Epoch(train) [37][4900/5005] lr: 9.1799e-02 eta: 1 day, 6:45:51 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.6086 2022/12/06 18:17:56 - mmengine - INFO - Epoch(train) [37][5000/5005] lr: 9.1791e-02 eta: 1 day, 6:45:37 time: 0.1372 data_time: 0.0022 memory: 4390 loss: 3.8220 2022/12/06 18:17:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:17:57 - mmengine - INFO - Saving checkpoint at 37 epochs 2022/12/06 18:18:07 - mmengine - INFO - Epoch(val) [37][100/196] eta: 0:00:08 time: 0.0798 data_time: 0.0490 memory: 4391 2022/12/06 18:18:26 - mmengine - INFO - Epoch(val) [37][196/196] accuracy/top1: 61.1120 accuracy/top5: 84.3180 2022/12/06 18:18:41 - mmengine - INFO - Epoch(train) [38][ 100/5005] lr: 9.1782e-02 eta: 1 day, 6:45:25 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.6375 2022/12/06 18:18:54 - mmengine - INFO - Epoch(train) [38][ 200/5005] lr: 9.1773e-02 eta: 1 day, 6:45:11 time: 0.1347 data_time: 0.0013 memory: 4390 loss: 3.0774 2022/12/06 18:19:08 - mmengine - INFO - Epoch(train) [38][ 300/5005] lr: 9.1765e-02 eta: 1 day, 6:44:58 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.3064 2022/12/06 18:19:22 - mmengine - INFO - Epoch(train) [38][ 400/5005] lr: 9.1756e-02 eta: 1 day, 6:44:45 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.6495 2022/12/06 18:19:35 - mmengine - INFO - Epoch(train) [38][ 500/5005] lr: 9.1747e-02 eta: 1 day, 6:44:31 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.6677 2022/12/06 18:19:49 - mmengine - INFO - Epoch(train) [38][ 600/5005] lr: 9.1739e-02 eta: 1 day, 6:44:18 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.3928 2022/12/06 18:20:02 - mmengine - INFO - Epoch(train) [38][ 700/5005] lr: 9.1730e-02 eta: 1 day, 6:44:04 time: 0.1428 data_time: 0.0012 memory: 4390 loss: 3.7166 2022/12/06 18:20:16 - mmengine - INFO - Epoch(train) [38][ 800/5005] lr: 9.1721e-02 eta: 1 day, 6:43:51 time: 0.1350 data_time: 0.0012 memory: 4390 loss: 3.2766 2022/12/06 18:20:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:20:30 - mmengine - INFO - Epoch(train) [38][ 900/5005] lr: 9.1713e-02 eta: 1 day, 6:43:37 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.2112 2022/12/06 18:20:43 - mmengine - INFO - Epoch(train) [38][1000/5005] lr: 9.1704e-02 eta: 1 day, 6:43:24 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 4.1063 2022/12/06 18:20:57 - mmengine - INFO - Epoch(train) [38][1100/5005] lr: 9.1695e-02 eta: 1 day, 6:43:10 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.7101 2022/12/06 18:21:10 - mmengine - INFO - Epoch(train) [38][1200/5005] lr: 9.1687e-02 eta: 1 day, 6:42:56 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.4684 2022/12/06 18:21:24 - mmengine - INFO - Epoch(train) [38][1300/5005] lr: 9.1678e-02 eta: 1 day, 6:42:43 time: 0.1364 data_time: 0.0011 memory: 4390 loss: 3.6576 2022/12/06 18:21:38 - mmengine - INFO - Epoch(train) [38][1400/5005] lr: 9.1669e-02 eta: 1 day, 6:42:30 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.5676 2022/12/06 18:21:52 - mmengine - INFO - Epoch(train) [38][1500/5005] lr: 9.1661e-02 eta: 1 day, 6:42:17 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 3.3083 2022/12/06 18:22:05 - mmengine - INFO - Epoch(train) [38][1600/5005] lr: 9.1652e-02 eta: 1 day, 6:42:03 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.9028 2022/12/06 18:22:19 - mmengine - INFO - Epoch(train) [38][1700/5005] lr: 9.1643e-02 eta: 1 day, 6:41:50 time: 0.1468 data_time: 0.0012 memory: 4390 loss: 3.6430 2022/12/06 18:22:32 - mmengine - INFO - Epoch(train) [38][1800/5005] lr: 9.1635e-02 eta: 1 day, 6:41:37 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.6296 2022/12/06 18:22:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:22:46 - mmengine - INFO - Epoch(train) [38][1900/5005] lr: 9.1626e-02 eta: 1 day, 6:41:23 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.5769 2022/12/06 18:23:00 - mmengine - INFO - Epoch(train) [38][2000/5005] lr: 9.1617e-02 eta: 1 day, 6:41:10 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 3.0440 2022/12/06 18:23:13 - mmengine - INFO - Epoch(train) [38][2100/5005] lr: 9.1609e-02 eta: 1 day, 6:40:56 time: 0.1358 data_time: 0.0014 memory: 4390 loss: 3.9177 2022/12/06 18:23:27 - mmengine - INFO - Epoch(train) [38][2200/5005] lr: 9.1600e-02 eta: 1 day, 6:40:42 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.1266 2022/12/06 18:23:41 - mmengine - INFO - Epoch(train) [38][2300/5005] lr: 9.1591e-02 eta: 1 day, 6:40:29 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.7945 2022/12/06 18:23:54 - mmengine - INFO - Epoch(train) [38][2400/5005] lr: 9.1583e-02 eta: 1 day, 6:40:16 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.5945 2022/12/06 18:24:08 - mmengine - INFO - Epoch(train) [38][2500/5005] lr: 9.1574e-02 eta: 1 day, 6:40:02 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.9890 2022/12/06 18:24:21 - mmengine - INFO - Epoch(train) [38][2600/5005] lr: 9.1565e-02 eta: 1 day, 6:39:49 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.3730 2022/12/06 18:24:35 - mmengine - INFO - Epoch(train) [38][2700/5005] lr: 9.1556e-02 eta: 1 day, 6:39:35 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.3396 2022/12/06 18:24:49 - mmengine - INFO - Epoch(train) [38][2800/5005] lr: 9.1548e-02 eta: 1 day, 6:39:21 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.5761 2022/12/06 18:24:51 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:25:02 - mmengine - INFO - Epoch(train) [38][2900/5005] lr: 9.1539e-02 eta: 1 day, 6:39:09 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.6508 2022/12/06 18:25:16 - mmengine - INFO - Epoch(train) [38][3000/5005] lr: 9.1530e-02 eta: 1 day, 6:38:55 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 4.1525 2022/12/06 18:25:30 - mmengine - INFO - Epoch(train) [38][3100/5005] lr: 9.1521e-02 eta: 1 day, 6:38:42 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.3497 2022/12/06 18:25:43 - mmengine - INFO - Epoch(train) [38][3200/5005] lr: 9.1513e-02 eta: 1 day, 6:38:28 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.7951 2022/12/06 18:25:57 - mmengine - INFO - Epoch(train) [38][3300/5005] lr: 9.1504e-02 eta: 1 day, 6:38:15 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 4.0536 2022/12/06 18:26:10 - mmengine - INFO - Epoch(train) [38][3400/5005] lr: 9.1495e-02 eta: 1 day, 6:38:01 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.8463 2022/12/06 18:26:24 - mmengine - INFO - Epoch(train) [38][3500/5005] lr: 9.1486e-02 eta: 1 day, 6:37:48 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 2.9653 2022/12/06 18:26:38 - mmengine - INFO - Epoch(train) [38][3600/5005] lr: 9.1478e-02 eta: 1 day, 6:37:35 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.5206 2022/12/06 18:26:52 - mmengine - INFO - Epoch(train) [38][3700/5005] lr: 9.1469e-02 eta: 1 day, 6:37:21 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.4082 2022/12/06 18:27:05 - mmengine - INFO - Epoch(train) [38][3800/5005] lr: 9.1460e-02 eta: 1 day, 6:37:08 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.4103 2022/12/06 18:27:07 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:27:19 - mmengine - INFO - Epoch(train) [38][3900/5005] lr: 9.1451e-02 eta: 1 day, 6:36:54 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.2646 2022/12/06 18:27:32 - mmengine - INFO - Epoch(train) [38][4000/5005] lr: 9.1443e-02 eta: 1 day, 6:36:41 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.4784 2022/12/06 18:27:46 - mmengine - INFO - Epoch(train) [38][4100/5005] lr: 9.1434e-02 eta: 1 day, 6:36:27 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 3.7229 2022/12/06 18:28:00 - mmengine - INFO - Epoch(train) [38][4200/5005] lr: 9.1425e-02 eta: 1 day, 6:36:14 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.5026 2022/12/06 18:28:13 - mmengine - INFO - Epoch(train) [38][4300/5005] lr: 9.1416e-02 eta: 1 day, 6:36:01 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.6103 2022/12/06 18:28:27 - mmengine - INFO - Epoch(train) [38][4400/5005] lr: 9.1407e-02 eta: 1 day, 6:35:47 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.3401 2022/12/06 18:28:41 - mmengine - INFO - Epoch(train) [38][4500/5005] lr: 9.1399e-02 eta: 1 day, 6:35:34 time: 0.1438 data_time: 0.0013 memory: 4390 loss: 3.9282 2022/12/06 18:28:54 - mmengine - INFO - Epoch(train) [38][4600/5005] lr: 9.1390e-02 eta: 1 day, 6:35:20 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.4915 2022/12/06 18:29:08 - mmengine - INFO - Epoch(train) [38][4700/5005] lr: 9.1381e-02 eta: 1 day, 6:35:07 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.2798 2022/12/06 18:29:22 - mmengine - INFO - Epoch(train) [38][4800/5005] lr: 9.1372e-02 eta: 1 day, 6:34:54 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.4771 2022/12/06 18:29:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:29:35 - mmengine - INFO - Epoch(train) [38][4900/5005] lr: 9.1363e-02 eta: 1 day, 6:34:41 time: 0.1427 data_time: 0.0013 memory: 4390 loss: 3.2567 2022/12/06 18:29:49 - mmengine - INFO - Epoch(train) [38][5000/5005] lr: 9.1355e-02 eta: 1 day, 6:34:27 time: 0.1368 data_time: 0.0018 memory: 4390 loss: 3.4624 2022/12/06 18:29:49 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:29:49 - mmengine - INFO - Saving checkpoint at 38 epochs 2022/12/06 18:30:00 - mmengine - INFO - Epoch(val) [38][100/196] eta: 0:00:08 time: 0.0789 data_time: 0.0480 memory: 4390 2022/12/06 18:30:21 - mmengine - INFO - Epoch(val) [38][196/196] accuracy/top1: 61.9280 accuracy/top5: 84.8020 2022/12/06 18:30:35 - mmengine - INFO - Epoch(train) [39][ 100/5005] lr: 9.1345e-02 eta: 1 day, 6:34:15 time: 0.1350 data_time: 0.0012 memory: 4390 loss: 3.4874 2022/12/06 18:30:48 - mmengine - INFO - Epoch(train) [39][ 200/5005] lr: 9.1336e-02 eta: 1 day, 6:34:01 time: 0.1365 data_time: 0.0012 memory: 4390 loss: 3.7173 2022/12/06 18:31:02 - mmengine - INFO - Epoch(train) [39][ 300/5005] lr: 9.1328e-02 eta: 1 day, 6:33:48 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.3459 2022/12/06 18:31:16 - mmengine - INFO - Epoch(train) [39][ 400/5005] lr: 9.1319e-02 eta: 1 day, 6:33:34 time: 0.1350 data_time: 0.0012 memory: 4390 loss: 3.8605 2022/12/06 18:31:29 - mmengine - INFO - Epoch(train) [39][ 500/5005] lr: 9.1310e-02 eta: 1 day, 6:33:21 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.5840 2022/12/06 18:31:43 - mmengine - INFO - Epoch(train) [39][ 600/5005] lr: 9.1301e-02 eta: 1 day, 6:33:07 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.5244 2022/12/06 18:31:56 - mmengine - INFO - Epoch(train) [39][ 700/5005] lr: 9.1292e-02 eta: 1 day, 6:32:54 time: 0.1350 data_time: 0.0012 memory: 4390 loss: 3.6103 2022/12/06 18:32:10 - mmengine - INFO - Epoch(train) [39][ 800/5005] lr: 9.1283e-02 eta: 1 day, 6:32:40 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.0748 2022/12/06 18:32:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:32:24 - mmengine - INFO - Epoch(train) [39][ 900/5005] lr: 9.1275e-02 eta: 1 day, 6:32:26 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.3439 2022/12/06 18:32:37 - mmengine - INFO - Epoch(train) [39][1000/5005] lr: 9.1266e-02 eta: 1 day, 6:32:13 time: 0.1354 data_time: 0.0014 memory: 4390 loss: 3.5929 2022/12/06 18:32:51 - mmengine - INFO - Epoch(train) [39][1100/5005] lr: 9.1257e-02 eta: 1 day, 6:32:00 time: 0.1356 data_time: 0.0014 memory: 4390 loss: 3.7762 2022/12/06 18:33:05 - mmengine - INFO - Epoch(train) [39][1200/5005] lr: 9.1248e-02 eta: 1 day, 6:31:46 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.2528 2022/12/06 18:33:18 - mmengine - INFO - Epoch(train) [39][1300/5005] lr: 9.1239e-02 eta: 1 day, 6:31:32 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.2377 2022/12/06 18:33:32 - mmengine - INFO - Epoch(train) [39][1400/5005] lr: 9.1230e-02 eta: 1 day, 6:31:19 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.3440 2022/12/06 18:33:45 - mmengine - INFO - Epoch(train) [39][1500/5005] lr: 9.1221e-02 eta: 1 day, 6:31:05 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.5604 2022/12/06 18:33:59 - mmengine - INFO - Epoch(train) [39][1600/5005] lr: 9.1212e-02 eta: 1 day, 6:30:52 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.5932 2022/12/06 18:34:13 - mmengine - INFO - Epoch(train) [39][1700/5005] lr: 9.1204e-02 eta: 1 day, 6:30:38 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.1518 2022/12/06 18:34:26 - mmengine - INFO - Epoch(train) [39][1800/5005] lr: 9.1195e-02 eta: 1 day, 6:30:24 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.4533 2022/12/06 18:34:28 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:34:40 - mmengine - INFO - Epoch(train) [39][1900/5005] lr: 9.1186e-02 eta: 1 day, 6:30:11 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.6553 2022/12/06 18:34:53 - mmengine - INFO - Epoch(train) [39][2000/5005] lr: 9.1177e-02 eta: 1 day, 6:29:57 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.4910 2022/12/06 18:35:07 - mmengine - INFO - Epoch(train) [39][2100/5005] lr: 9.1168e-02 eta: 1 day, 6:29:44 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.2944 2022/12/06 18:35:21 - mmengine - INFO - Epoch(train) [39][2200/5005] lr: 9.1159e-02 eta: 1 day, 6:29:31 time: 0.1356 data_time: 0.0014 memory: 4390 loss: 3.9232 2022/12/06 18:35:34 - mmengine - INFO - Epoch(train) [39][2300/5005] lr: 9.1150e-02 eta: 1 day, 6:29:17 time: 0.1358 data_time: 0.0015 memory: 4390 loss: 3.4379 2022/12/06 18:35:48 - mmengine - INFO - Epoch(train) [39][2400/5005] lr: 9.1141e-02 eta: 1 day, 6:29:03 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.7543 2022/12/06 18:36:01 - mmengine - INFO - Epoch(train) [39][2500/5005] lr: 9.1132e-02 eta: 1 day, 6:28:50 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.8287 2022/12/06 18:36:15 - mmengine - INFO - Epoch(train) [39][2600/5005] lr: 9.1123e-02 eta: 1 day, 6:28:37 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.2327 2022/12/06 18:36:29 - mmengine - INFO - Epoch(train) [39][2700/5005] lr: 9.1114e-02 eta: 1 day, 6:28:23 time: 0.1365 data_time: 0.0012 memory: 4390 loss: 3.3615 2022/12/06 18:36:43 - mmengine - INFO - Epoch(train) [39][2800/5005] lr: 9.1106e-02 eta: 1 day, 6:28:10 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.5738 2022/12/06 18:36:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:36:56 - mmengine - INFO - Epoch(train) [39][2900/5005] lr: 9.1097e-02 eta: 1 day, 6:27:57 time: 0.1444 data_time: 0.0013 memory: 4390 loss: 3.4166 2022/12/06 18:37:10 - mmengine - INFO - Epoch(train) [39][3000/5005] lr: 9.1088e-02 eta: 1 day, 6:27:44 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.4765 2022/12/06 18:37:24 - mmengine - INFO - Epoch(train) [39][3100/5005] lr: 9.1079e-02 eta: 1 day, 6:27:30 time: 0.1358 data_time: 0.0014 memory: 4390 loss: 3.3192 2022/12/06 18:37:37 - mmengine - INFO - Epoch(train) [39][3200/5005] lr: 9.1070e-02 eta: 1 day, 6:27:17 time: 0.1359 data_time: 0.0015 memory: 4390 loss: 3.5559 2022/12/06 18:37:51 - mmengine - INFO - Epoch(train) [39][3300/5005] lr: 9.1061e-02 eta: 1 day, 6:27:03 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.5783 2022/12/06 18:38:05 - mmengine - INFO - Epoch(train) [39][3400/5005] lr: 9.1052e-02 eta: 1 day, 6:26:50 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 4.0584 2022/12/06 18:38:18 - mmengine - INFO - Epoch(train) [39][3500/5005] lr: 9.1043e-02 eta: 1 day, 6:26:37 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.6729 2022/12/06 18:38:32 - mmengine - INFO - Epoch(train) [39][3600/5005] lr: 9.1034e-02 eta: 1 day, 6:26:24 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.5205 2022/12/06 18:38:45 - mmengine - INFO - Epoch(train) [39][3700/5005] lr: 9.1025e-02 eta: 1 day, 6:26:10 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.5476 2022/12/06 18:38:59 - mmengine - INFO - Epoch(train) [39][3800/5005] lr: 9.1016e-02 eta: 1 day, 6:25:56 time: 0.1360 data_time: 0.0014 memory: 4390 loss: 3.7426 2022/12/06 18:39:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:39:13 - mmengine - INFO - Epoch(train) [39][3900/5005] lr: 9.1007e-02 eta: 1 day, 6:25:43 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.2658 2022/12/06 18:39:26 - mmengine - INFO - Epoch(train) [39][4000/5005] lr: 9.0998e-02 eta: 1 day, 6:25:30 time: 0.1358 data_time: 0.0014 memory: 4390 loss: 3.2090 2022/12/06 18:39:40 - mmengine - INFO - Epoch(train) [39][4100/5005] lr: 9.0989e-02 eta: 1 day, 6:25:16 time: 0.1355 data_time: 0.0014 memory: 4390 loss: 3.4765 2022/12/06 18:39:54 - mmengine - INFO - Epoch(train) [39][4200/5005] lr: 9.0980e-02 eta: 1 day, 6:25:02 time: 0.1366 data_time: 0.0011 memory: 4390 loss: 3.4513 2022/12/06 18:40:07 - mmengine - INFO - Epoch(train) [39][4300/5005] lr: 9.0971e-02 eta: 1 day, 6:24:49 time: 0.1350 data_time: 0.0012 memory: 4390 loss: 3.4085 2022/12/06 18:40:21 - mmengine - INFO - Epoch(train) [39][4400/5005] lr: 9.0962e-02 eta: 1 day, 6:24:36 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.5771 2022/12/06 18:40:35 - mmengine - INFO - Epoch(train) [39][4500/5005] lr: 9.0953e-02 eta: 1 day, 6:24:23 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.4956 2022/12/06 18:40:48 - mmengine - INFO - Epoch(train) [39][4600/5005] lr: 9.0944e-02 eta: 1 day, 6:24:09 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.7452 2022/12/06 18:41:02 - mmengine - INFO - Epoch(train) [39][4700/5005] lr: 9.0935e-02 eta: 1 day, 6:23:55 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.4487 2022/12/06 18:41:15 - mmengine - INFO - Epoch(train) [39][4800/5005] lr: 9.0926e-02 eta: 1 day, 6:23:42 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 4.0355 2022/12/06 18:41:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:41:29 - mmengine - INFO - Epoch(train) [39][4900/5005] lr: 9.0917e-02 eta: 1 day, 6:23:28 time: 0.1410 data_time: 0.0013 memory: 4390 loss: 3.5589 2022/12/06 18:41:43 - mmengine - INFO - Epoch(train) [39][5000/5005] lr: 9.0908e-02 eta: 1 day, 6:23:14 time: 0.1366 data_time: 0.0020 memory: 4390 loss: 3.3806 2022/12/06 18:41:43 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:41:43 - mmengine - INFO - Saving checkpoint at 39 epochs 2022/12/06 18:41:54 - mmengine - INFO - Epoch(val) [39][100/196] eta: 0:00:08 time: 0.0853 data_time: 0.0548 memory: 4390 2022/12/06 18:42:13 - mmengine - INFO - Epoch(val) [39][196/196] accuracy/top1: 61.4480 accuracy/top5: 84.6400 2022/12/06 18:42:28 - mmengine - INFO - Epoch(train) [40][ 100/5005] lr: 9.0899e-02 eta: 1 day, 6:23:03 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.4480 2022/12/06 18:42:41 - mmengine - INFO - Epoch(train) [40][ 200/5005] lr: 9.0890e-02 eta: 1 day, 6:22:49 time: 0.1363 data_time: 0.0014 memory: 4390 loss: 3.5218 2022/12/06 18:42:55 - mmengine - INFO - Epoch(train) [40][ 300/5005] lr: 9.0880e-02 eta: 1 day, 6:22:36 time: 0.1375 data_time: 0.0012 memory: 4390 loss: 3.6255 2022/12/06 18:43:09 - mmengine - INFO - Epoch(train) [40][ 400/5005] lr: 9.0871e-02 eta: 1 day, 6:22:22 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.8755 2022/12/06 18:43:22 - mmengine - INFO - Epoch(train) [40][ 500/5005] lr: 9.0862e-02 eta: 1 day, 6:22:09 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.6675 2022/12/06 18:43:36 - mmengine - INFO - Epoch(train) [40][ 600/5005] lr: 9.0853e-02 eta: 1 day, 6:21:55 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.3680 2022/12/06 18:43:50 - mmengine - INFO - Epoch(train) [40][ 700/5005] lr: 9.0844e-02 eta: 1 day, 6:21:42 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 3.6370 2022/12/06 18:44:03 - mmengine - INFO - Epoch(train) [40][ 800/5005] lr: 9.0835e-02 eta: 1 day, 6:21:29 time: 0.1441 data_time: 0.0012 memory: 4390 loss: 3.6313 2022/12/06 18:44:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:44:17 - mmengine - INFO - Epoch(train) [40][ 900/5005] lr: 9.0826e-02 eta: 1 day, 6:21:15 time: 0.1350 data_time: 0.0012 memory: 4390 loss: 3.5822 2022/12/06 18:44:31 - mmengine - INFO - Epoch(train) [40][1000/5005] lr: 9.0817e-02 eta: 1 day, 6:21:02 time: 0.1352 data_time: 0.0014 memory: 4390 loss: 3.4502 2022/12/06 18:44:44 - mmengine - INFO - Epoch(train) [40][1100/5005] lr: 9.0808e-02 eta: 1 day, 6:20:48 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.7447 2022/12/06 18:44:58 - mmengine - INFO - Epoch(train) [40][1200/5005] lr: 9.0799e-02 eta: 1 day, 6:20:35 time: 0.1349 data_time: 0.0012 memory: 4390 loss: 3.5832 2022/12/06 18:45:11 - mmengine - INFO - Epoch(train) [40][1300/5005] lr: 9.0790e-02 eta: 1 day, 6:20:21 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.2028 2022/12/06 18:45:25 - mmengine - INFO - Epoch(train) [40][1400/5005] lr: 9.0781e-02 eta: 1 day, 6:20:08 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.5596 2022/12/06 18:45:39 - mmengine - INFO - Epoch(train) [40][1500/5005] lr: 9.0772e-02 eta: 1 day, 6:19:54 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.3121 2022/12/06 18:45:52 - mmengine - INFO - Epoch(train) [40][1600/5005] lr: 9.0763e-02 eta: 1 day, 6:19:40 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.1707 2022/12/06 18:46:06 - mmengine - INFO - Epoch(train) [40][1700/5005] lr: 9.0754e-02 eta: 1 day, 6:19:26 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.6862 2022/12/06 18:46:19 - mmengine - INFO - Epoch(train) [40][1800/5005] lr: 9.0745e-02 eta: 1 day, 6:19:13 time: 0.1365 data_time: 0.0011 memory: 4390 loss: 3.8135 2022/12/06 18:46:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:46:33 - mmengine - INFO - Epoch(train) [40][1900/5005] lr: 9.0735e-02 eta: 1 day, 6:18:59 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.6600 2022/12/06 18:46:47 - mmengine - INFO - Epoch(train) [40][2000/5005] lr: 9.0726e-02 eta: 1 day, 6:18:46 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.8896 2022/12/06 18:47:00 - mmengine - INFO - Epoch(train) [40][2100/5005] lr: 9.0717e-02 eta: 1 day, 6:18:32 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.6277 2022/12/06 18:47:14 - mmengine - INFO - Epoch(train) [40][2200/5005] lr: 9.0708e-02 eta: 1 day, 6:18:18 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.4590 2022/12/06 18:47:27 - mmengine - INFO - Epoch(train) [40][2300/5005] lr: 9.0699e-02 eta: 1 day, 6:18:05 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.4260 2022/12/06 18:47:41 - mmengine - INFO - Epoch(train) [40][2400/5005] lr: 9.0690e-02 eta: 1 day, 6:17:52 time: 0.1419 data_time: 0.0011 memory: 4390 loss: 3.9596 2022/12/06 18:47:55 - mmengine - INFO - Epoch(train) [40][2500/5005] lr: 9.0681e-02 eta: 1 day, 6:17:38 time: 0.1350 data_time: 0.0012 memory: 4390 loss: 3.6708 2022/12/06 18:48:08 - mmengine - INFO - Epoch(train) [40][2600/5005] lr: 9.0672e-02 eta: 1 day, 6:17:25 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.3771 2022/12/06 18:48:22 - mmengine - INFO - Epoch(train) [40][2700/5005] lr: 9.0662e-02 eta: 1 day, 6:17:11 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.5137 2022/12/06 18:48:35 - mmengine - INFO - Epoch(train) [40][2800/5005] lr: 9.0653e-02 eta: 1 day, 6:16:57 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.5747 2022/12/06 18:48:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:48:49 - mmengine - INFO - Epoch(train) [40][2900/5005] lr: 9.0644e-02 eta: 1 day, 6:16:44 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.8860 2022/12/06 18:49:03 - mmengine - INFO - Epoch(train) [40][3000/5005] lr: 9.0635e-02 eta: 1 day, 6:16:30 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.7029 2022/12/06 18:49:16 - mmengine - INFO - Epoch(train) [40][3100/5005] lr: 9.0626e-02 eta: 1 day, 6:16:16 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.3392 2022/12/06 18:49:30 - mmengine - INFO - Epoch(train) [40][3200/5005] lr: 9.0617e-02 eta: 1 day, 6:16:03 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.5983 2022/12/06 18:49:43 - mmengine - INFO - Epoch(train) [40][3300/5005] lr: 9.0608e-02 eta: 1 day, 6:15:49 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 4.0617 2022/12/06 18:49:57 - mmengine - INFO - Epoch(train) [40][3400/5005] lr: 9.0598e-02 eta: 1 day, 6:15:36 time: 0.1349 data_time: 0.0011 memory: 4390 loss: 3.7326 2022/12/06 18:50:11 - mmengine - INFO - Epoch(train) [40][3500/5005] lr: 9.0589e-02 eta: 1 day, 6:15:23 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.8012 2022/12/06 18:50:24 - mmengine - INFO - Epoch(train) [40][3600/5005] lr: 9.0580e-02 eta: 1 day, 6:15:09 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.3501 2022/12/06 18:50:38 - mmengine - INFO - Epoch(train) [40][3700/5005] lr: 9.0571e-02 eta: 1 day, 6:14:55 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 2.9975 2022/12/06 18:50:52 - mmengine - INFO - Epoch(train) [40][3800/5005] lr: 9.0562e-02 eta: 1 day, 6:14:42 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.8447 2022/12/06 18:50:52 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:51:05 - mmengine - INFO - Epoch(train) [40][3900/5005] lr: 9.0553e-02 eta: 1 day, 6:14:28 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.8485 2022/12/06 18:51:19 - mmengine - INFO - Epoch(train) [40][4000/5005] lr: 9.0543e-02 eta: 1 day, 6:14:15 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.6699 2022/12/06 18:51:33 - mmengine - INFO - Epoch(train) [40][4100/5005] lr: 9.0534e-02 eta: 1 day, 6:14:01 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.4680 2022/12/06 18:51:46 - mmengine - INFO - Epoch(train) [40][4200/5005] lr: 9.0525e-02 eta: 1 day, 6:13:48 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.7406 2022/12/06 18:52:00 - mmengine - INFO - Epoch(train) [40][4300/5005] lr: 9.0516e-02 eta: 1 day, 6:13:34 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.8090 2022/12/06 18:52:13 - mmengine - INFO - Epoch(train) [40][4400/5005] lr: 9.0507e-02 eta: 1 day, 6:13:21 time: 0.1351 data_time: 0.0011 memory: 4390 loss: 3.8661 2022/12/06 18:52:27 - mmengine - INFO - Epoch(train) [40][4500/5005] lr: 9.0497e-02 eta: 1 day, 6:13:07 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.4456 2022/12/06 18:52:41 - mmengine - INFO - Epoch(train) [40][4600/5005] lr: 9.0488e-02 eta: 1 day, 6:12:54 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.3295 2022/12/06 18:52:54 - mmengine - INFO - Epoch(train) [40][4700/5005] lr: 9.0479e-02 eta: 1 day, 6:12:40 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.7483 2022/12/06 18:53:08 - mmengine - INFO - Epoch(train) [40][4800/5005] lr: 9.0470e-02 eta: 1 day, 6:12:27 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.4257 2022/12/06 18:53:09 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:53:22 - mmengine - INFO - Epoch(train) [40][4900/5005] lr: 9.0461e-02 eta: 1 day, 6:12:14 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.8070 2022/12/06 18:53:35 - mmengine - INFO - Epoch(train) [40][5000/5005] lr: 9.0451e-02 eta: 1 day, 6:12:00 time: 0.1370 data_time: 0.0021 memory: 4390 loss: 3.7491 2022/12/06 18:53:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:53:36 - mmengine - INFO - Saving checkpoint at 40 epochs 2022/12/06 18:53:47 - mmengine - INFO - Epoch(val) [40][100/196] eta: 0:00:08 time: 0.0848 data_time: 0.0540 memory: 4390 2022/12/06 18:54:05 - mmengine - INFO - Epoch(val) [40][196/196] accuracy/top1: 61.5060 accuracy/top5: 84.5200 2022/12/06 18:54:20 - mmengine - INFO - Epoch(train) [41][ 100/5005] lr: 9.0442e-02 eta: 1 day, 6:11:48 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.0528 2022/12/06 18:54:33 - mmengine - INFO - Epoch(train) [41][ 200/5005] lr: 9.0432e-02 eta: 1 day, 6:11:35 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.4461 2022/12/06 18:54:47 - mmengine - INFO - Epoch(train) [41][ 300/5005] lr: 9.0423e-02 eta: 1 day, 6:11:22 time: 0.1368 data_time: 0.0011 memory: 4390 loss: 3.6812 2022/12/06 18:55:01 - mmengine - INFO - Epoch(train) [41][ 400/5005] lr: 9.0414e-02 eta: 1 day, 6:11:08 time: 0.1360 data_time: 0.0014 memory: 4390 loss: 3.6146 2022/12/06 18:55:14 - mmengine - INFO - Epoch(train) [41][ 500/5005] lr: 9.0405e-02 eta: 1 day, 6:10:56 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.4956 2022/12/06 18:55:28 - mmengine - INFO - Epoch(train) [41][ 600/5005] lr: 9.0396e-02 eta: 1 day, 6:10:42 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.4466 2022/12/06 18:55:42 - mmengine - INFO - Epoch(train) [41][ 700/5005] lr: 9.0386e-02 eta: 1 day, 6:10:29 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 4.0685 2022/12/06 18:55:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:55:55 - mmengine - INFO - Epoch(train) [41][ 800/5005] lr: 9.0377e-02 eta: 1 day, 6:10:15 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.5871 2022/12/06 18:56:09 - mmengine - INFO - Epoch(train) [41][ 900/5005] lr: 9.0368e-02 eta: 1 day, 6:10:02 time: 0.1365 data_time: 0.0012 memory: 4390 loss: 3.3343 2022/12/06 18:56:23 - mmengine - INFO - Epoch(train) [41][1000/5005] lr: 9.0359e-02 eta: 1 day, 6:09:49 time: 0.1359 data_time: 0.0014 memory: 4390 loss: 3.7155 2022/12/06 18:56:36 - mmengine - INFO - Epoch(train) [41][1100/5005] lr: 9.0349e-02 eta: 1 day, 6:09:35 time: 0.1370 data_time: 0.0011 memory: 4390 loss: 3.5597 2022/12/06 18:56:50 - mmengine - INFO - Epoch(train) [41][1200/5005] lr: 9.0340e-02 eta: 1 day, 6:09:22 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.4074 2022/12/06 18:57:04 - mmengine - INFO - Epoch(train) [41][1300/5005] lr: 9.0331e-02 eta: 1 day, 6:09:09 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.4683 2022/12/06 18:57:17 - mmengine - INFO - Epoch(train) [41][1400/5005] lr: 9.0321e-02 eta: 1 day, 6:08:56 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.5756 2022/12/06 18:57:31 - mmengine - INFO - Epoch(train) [41][1500/5005] lr: 9.0312e-02 eta: 1 day, 6:08:42 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.3261 2022/12/06 18:57:45 - mmengine - INFO - Epoch(train) [41][1600/5005] lr: 9.0303e-02 eta: 1 day, 6:08:28 time: 0.1360 data_time: 0.0015 memory: 4390 loss: 3.1817 2022/12/06 18:57:58 - mmengine - INFO - Epoch(train) [41][1700/5005] lr: 9.0294e-02 eta: 1 day, 6:08:15 time: 0.1359 data_time: 0.0014 memory: 4390 loss: 3.5131 2022/12/06 18:58:12 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 18:58:12 - mmengine - INFO - Epoch(train) [41][1800/5005] lr: 9.0284e-02 eta: 1 day, 6:08:02 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.6127 2022/12/06 18:58:26 - mmengine - INFO - Epoch(train) [41][1900/5005] lr: 9.0275e-02 eta: 1 day, 6:07:48 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.5435 2022/12/06 18:58:39 - mmengine - INFO - Epoch(train) [41][2000/5005] lr: 9.0266e-02 eta: 1 day, 6:07:34 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.1995 2022/12/06 18:58:53 - mmengine - INFO - Epoch(train) [41][2100/5005] lr: 9.0256e-02 eta: 1 day, 6:07:21 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.6700 2022/12/06 18:59:07 - mmengine - INFO - Epoch(train) [41][2200/5005] lr: 9.0247e-02 eta: 1 day, 6:07:08 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.3562 2022/12/06 18:59:20 - mmengine - INFO - Epoch(train) [41][2300/5005] lr: 9.0238e-02 eta: 1 day, 6:06:54 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.1084 2022/12/06 18:59:34 - mmengine - INFO - Epoch(train) [41][2400/5005] lr: 9.0228e-02 eta: 1 day, 6:06:41 time: 0.1364 data_time: 0.0011 memory: 4390 loss: 3.3674 2022/12/06 18:59:47 - mmengine - INFO - Epoch(train) [41][2500/5005] lr: 9.0219e-02 eta: 1 day, 6:06:28 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.9272 2022/12/06 19:00:01 - mmengine - INFO - Epoch(train) [41][2600/5005] lr: 9.0210e-02 eta: 1 day, 6:06:14 time: 0.1368 data_time: 0.0012 memory: 4390 loss: 3.7487 2022/12/06 19:00:15 - mmengine - INFO - Epoch(train) [41][2700/5005] lr: 9.0200e-02 eta: 1 day, 6:06:01 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.9555 2022/12/06 19:00:28 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:00:28 - mmengine - INFO - Epoch(train) [41][2800/5005] lr: 9.0191e-02 eta: 1 day, 6:05:47 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.7960 2022/12/06 19:00:42 - mmengine - INFO - Epoch(train) [41][2900/5005] lr: 9.0182e-02 eta: 1 day, 6:05:34 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.3430 2022/12/06 19:00:56 - mmengine - INFO - Epoch(train) [41][3000/5005] lr: 9.0172e-02 eta: 1 day, 6:05:20 time: 0.1362 data_time: 0.0011 memory: 4390 loss: 3.8282 2022/12/06 19:01:09 - mmengine - INFO - Epoch(train) [41][3100/5005] lr: 9.0163e-02 eta: 1 day, 6:05:07 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 2.8464 2022/12/06 19:01:23 - mmengine - INFO - Epoch(train) [41][3200/5005] lr: 9.0154e-02 eta: 1 day, 6:04:54 time: 0.1364 data_time: 0.0011 memory: 4390 loss: 3.8164 2022/12/06 19:01:37 - mmengine - INFO - Epoch(train) [41][3300/5005] lr: 9.0144e-02 eta: 1 day, 6:04:40 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.8063 2022/12/06 19:01:50 - mmengine - INFO - Epoch(train) [41][3400/5005] lr: 9.0135e-02 eta: 1 day, 6:04:26 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.5728 2022/12/06 19:02:04 - mmengine - INFO - Epoch(train) [41][3500/5005] lr: 9.0126e-02 eta: 1 day, 6:04:13 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.6375 2022/12/06 19:02:17 - mmengine - INFO - Epoch(train) [41][3600/5005] lr: 9.0116e-02 eta: 1 day, 6:04:00 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.0725 2022/12/06 19:02:31 - mmengine - INFO - Epoch(train) [41][3700/5005] lr: 9.0107e-02 eta: 1 day, 6:03:46 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.5122 2022/12/06 19:02:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:02:45 - mmengine - INFO - Epoch(train) [41][3800/5005] lr: 9.0098e-02 eta: 1 day, 6:03:33 time: 0.1364 data_time: 0.0011 memory: 4390 loss: 4.0265 2022/12/06 19:02:58 - mmengine - INFO - Epoch(train) [41][3900/5005] lr: 9.0088e-02 eta: 1 day, 6:03:19 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.7165 2022/12/06 19:03:12 - mmengine - INFO - Epoch(train) [41][4000/5005] lr: 9.0079e-02 eta: 1 day, 6:03:06 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.8151 2022/12/06 19:03:26 - mmengine - INFO - Epoch(train) [41][4100/5005] lr: 9.0069e-02 eta: 1 day, 6:02:53 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.3168 2022/12/06 19:03:40 - mmengine - INFO - Epoch(train) [41][4200/5005] lr: 9.0060e-02 eta: 1 day, 6:02:40 time: 0.1366 data_time: 0.0011 memory: 4390 loss: 3.5324 2022/12/06 19:03:53 - mmengine - INFO - Epoch(train) [41][4300/5005] lr: 9.0051e-02 eta: 1 day, 6:02:27 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.2445 2022/12/06 19:04:07 - mmengine - INFO - Epoch(train) [41][4400/5005] lr: 9.0041e-02 eta: 1 day, 6:02:13 time: 0.1358 data_time: 0.0010 memory: 4390 loss: 3.8519 2022/12/06 19:04:20 - mmengine - INFO - Epoch(train) [41][4500/5005] lr: 9.0032e-02 eta: 1 day, 6:01:59 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.3751 2022/12/06 19:04:34 - mmengine - INFO - Epoch(train) [41][4600/5005] lr: 9.0022e-02 eta: 1 day, 6:01:46 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.4761 2022/12/06 19:04:48 - mmengine - INFO - Epoch(train) [41][4700/5005] lr: 9.0013e-02 eta: 1 day, 6:01:32 time: 0.1363 data_time: 0.0011 memory: 4390 loss: 3.8173 2022/12/06 19:05:01 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:05:01 - mmengine - INFO - Epoch(train) [41][4800/5005] lr: 9.0004e-02 eta: 1 day, 6:01:19 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.8073 2022/12/06 19:05:15 - mmengine - INFO - Epoch(train) [41][4900/5005] lr: 8.9994e-02 eta: 1 day, 6:01:05 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.2689 2022/12/06 19:05:29 - mmengine - INFO - Epoch(train) [41][5000/5005] lr: 8.9985e-02 eta: 1 day, 6:00:52 time: 0.1380 data_time: 0.0015 memory: 4390 loss: 3.2815 2022/12/06 19:05:29 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:05:29 - mmengine - INFO - Saving checkpoint at 41 epochs 2022/12/06 19:05:40 - mmengine - INFO - Epoch(val) [41][100/196] eta: 0:00:07 time: 0.0798 data_time: 0.0490 memory: 4390 2022/12/06 19:05:59 - mmengine - INFO - Epoch(val) [41][196/196] accuracy/top1: 61.4780 accuracy/top5: 84.5700 2022/12/06 19:06:14 - mmengine - INFO - Epoch(train) [42][ 100/5005] lr: 8.9975e-02 eta: 1 day, 6:00:40 time: 0.1434 data_time: 0.0010 memory: 4390 loss: 4.0418 2022/12/06 19:06:27 - mmengine - INFO - Epoch(train) [42][ 200/5005] lr: 8.9965e-02 eta: 1 day, 6:00:27 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.6972 2022/12/06 19:06:41 - mmengine - INFO - Epoch(train) [42][ 300/5005] lr: 8.9956e-02 eta: 1 day, 6:00:13 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.8009 2022/12/06 19:06:55 - mmengine - INFO - Epoch(train) [42][ 400/5005] lr: 8.9947e-02 eta: 1 day, 6:00:00 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.1460 2022/12/06 19:07:08 - mmengine - INFO - Epoch(train) [42][ 500/5005] lr: 8.9937e-02 eta: 1 day, 5:59:46 time: 0.1360 data_time: 0.0011 memory: 4390 loss: 3.2488 2022/12/06 19:07:22 - mmengine - INFO - Epoch(train) [42][ 600/5005] lr: 8.9928e-02 eta: 1 day, 5:59:33 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.4403 2022/12/06 19:07:35 - mmengine - INFO - Epoch(train) [42][ 700/5005] lr: 8.9918e-02 eta: 1 day, 5:59:19 time: 0.1352 data_time: 0.0010 memory: 4390 loss: 4.2115 2022/12/06 19:07:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:07:49 - mmengine - INFO - Epoch(train) [42][ 800/5005] lr: 8.9909e-02 eta: 1 day, 5:59:05 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.2125 2022/12/06 19:08:03 - mmengine - INFO - Epoch(train) [42][ 900/5005] lr: 8.9899e-02 eta: 1 day, 5:58:52 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.6090 2022/12/06 19:08:16 - mmengine - INFO - Epoch(train) [42][1000/5005] lr: 8.9890e-02 eta: 1 day, 5:58:38 time: 0.1367 data_time: 0.0011 memory: 4390 loss: 3.4522 2022/12/06 19:08:30 - mmengine - INFO - Epoch(train) [42][1100/5005] lr: 8.9880e-02 eta: 1 day, 5:58:25 time: 0.1354 data_time: 0.0010 memory: 4390 loss: 3.2711 2022/12/06 19:08:43 - mmengine - INFO - Epoch(train) [42][1200/5005] lr: 8.9871e-02 eta: 1 day, 5:58:11 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.2782 2022/12/06 19:08:57 - mmengine - INFO - Epoch(train) [42][1300/5005] lr: 8.9862e-02 eta: 1 day, 5:57:58 time: 0.1360 data_time: 0.0011 memory: 4390 loss: 3.1894 2022/12/06 19:09:11 - mmengine - INFO - Epoch(train) [42][1400/5005] lr: 8.9852e-02 eta: 1 day, 5:57:45 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.7314 2022/12/06 19:09:24 - mmengine - INFO - Epoch(train) [42][1500/5005] lr: 8.9843e-02 eta: 1 day, 5:57:31 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.0026 2022/12/06 19:09:38 - mmengine - INFO - Epoch(train) [42][1600/5005] lr: 8.9833e-02 eta: 1 day, 5:57:17 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.3860 2022/12/06 19:09:52 - mmengine - INFO - Epoch(train) [42][1700/5005] lr: 8.9824e-02 eta: 1 day, 5:57:04 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.7307 2022/12/06 19:10:05 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:10:06 - mmengine - INFO - Epoch(train) [42][1800/5005] lr: 8.9814e-02 eta: 1 day, 5:56:51 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.5329 2022/12/06 19:10:19 - mmengine - INFO - Epoch(train) [42][1900/5005] lr: 8.9805e-02 eta: 1 day, 5:56:38 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.7590 2022/12/06 19:10:33 - mmengine - INFO - Epoch(train) [42][2000/5005] lr: 8.9795e-02 eta: 1 day, 5:56:24 time: 0.1367 data_time: 0.0011 memory: 4390 loss: 3.4212 2022/12/06 19:10:46 - mmengine - INFO - Epoch(train) [42][2100/5005] lr: 8.9786e-02 eta: 1 day, 5:56:11 time: 0.1362 data_time: 0.0011 memory: 4390 loss: 3.0724 2022/12/06 19:11:00 - mmengine - INFO - Epoch(train) [42][2200/5005] lr: 8.9776e-02 eta: 1 day, 5:55:58 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.4166 2022/12/06 19:11:14 - mmengine - INFO - Epoch(train) [42][2300/5005] lr: 8.9767e-02 eta: 1 day, 5:55:44 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.0962 2022/12/06 19:11:27 - mmengine - INFO - Epoch(train) [42][2400/5005] lr: 8.9757e-02 eta: 1 day, 5:55:30 time: 0.1365 data_time: 0.0011 memory: 4390 loss: 3.4691 2022/12/06 19:11:41 - mmengine - INFO - Epoch(train) [42][2500/5005] lr: 8.9748e-02 eta: 1 day, 5:55:17 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.5287 2022/12/06 19:11:55 - mmengine - INFO - Epoch(train) [42][2600/5005] lr: 8.9738e-02 eta: 1 day, 5:55:03 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.5917 2022/12/06 19:12:08 - mmengine - INFO - Epoch(train) [42][2700/5005] lr: 8.9729e-02 eta: 1 day, 5:54:50 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.5330 2022/12/06 19:12:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:12:22 - mmengine - INFO - Epoch(train) [42][2800/5005] lr: 8.9719e-02 eta: 1 day, 5:54:36 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.4152 2022/12/06 19:12:35 - mmengine - INFO - Epoch(train) [42][2900/5005] lr: 8.9709e-02 eta: 1 day, 5:54:23 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 4.0644 2022/12/06 19:12:49 - mmengine - INFO - Epoch(train) [42][3000/5005] lr: 8.9700e-02 eta: 1 day, 5:54:10 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.1162 2022/12/06 19:13:03 - mmengine - INFO - Epoch(train) [42][3100/5005] lr: 8.9690e-02 eta: 1 day, 5:53:56 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.5400 2022/12/06 19:13:16 - mmengine - INFO - Epoch(train) [42][3200/5005] lr: 8.9681e-02 eta: 1 day, 5:53:43 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.8372 2022/12/06 19:13:30 - mmengine - INFO - Epoch(train) [42][3300/5005] lr: 8.9671e-02 eta: 1 day, 5:53:29 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.5678 2022/12/06 19:13:44 - mmengine - INFO - Epoch(train) [42][3400/5005] lr: 8.9662e-02 eta: 1 day, 5:53:16 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.2718 2022/12/06 19:13:57 - mmengine - INFO - Epoch(train) [42][3500/5005] lr: 8.9652e-02 eta: 1 day, 5:53:02 time: 0.1443 data_time: 0.0010 memory: 4390 loss: 3.6846 2022/12/06 19:14:11 - mmengine - INFO - Epoch(train) [42][3600/5005] lr: 8.9643e-02 eta: 1 day, 5:52:49 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.2129 2022/12/06 19:14:25 - mmengine - INFO - Epoch(train) [42][3700/5005] lr: 8.9633e-02 eta: 1 day, 5:52:35 time: 0.1362 data_time: 0.0011 memory: 4390 loss: 3.6095 2022/12/06 19:14:38 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:14:38 - mmengine - INFO - Epoch(train) [42][3800/5005] lr: 8.9623e-02 eta: 1 day, 5:52:22 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.5567 2022/12/06 19:14:52 - mmengine - INFO - Epoch(train) [42][3900/5005] lr: 8.9614e-02 eta: 1 day, 5:52:09 time: 0.1419 data_time: 0.0011 memory: 4390 loss: 3.4059 2022/12/06 19:15:06 - mmengine - INFO - Epoch(train) [42][4000/5005] lr: 8.9604e-02 eta: 1 day, 5:51:55 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.3342 2022/12/06 19:15:19 - mmengine - INFO - Epoch(train) [42][4100/5005] lr: 8.9595e-02 eta: 1 day, 5:51:42 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.4515 2022/12/06 19:15:33 - mmengine - INFO - Epoch(train) [42][4200/5005] lr: 8.9585e-02 eta: 1 day, 5:51:28 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.5352 2022/12/06 19:15:46 - mmengine - INFO - Epoch(train) [42][4300/5005] lr: 8.9576e-02 eta: 1 day, 5:51:14 time: 0.1364 data_time: 0.0011 memory: 4390 loss: 3.9780 2022/12/06 19:16:00 - mmengine - INFO - Epoch(train) [42][4400/5005] lr: 8.9566e-02 eta: 1 day, 5:51:01 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.1117 2022/12/06 19:16:14 - mmengine - INFO - Epoch(train) [42][4500/5005] lr: 8.9556e-02 eta: 1 day, 5:50:47 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 4.3725 2022/12/06 19:16:27 - mmengine - INFO - Epoch(train) [42][4600/5005] lr: 8.9547e-02 eta: 1 day, 5:50:34 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.8743 2022/12/06 19:16:41 - mmengine - INFO - Epoch(train) [42][4700/5005] lr: 8.9537e-02 eta: 1 day, 5:50:21 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.7356 2022/12/06 19:16:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:16:55 - mmengine - INFO - Epoch(train) [42][4800/5005] lr: 8.9528e-02 eta: 1 day, 5:50:07 time: 0.1360 data_time: 0.0011 memory: 4390 loss: 3.4476 2022/12/06 19:17:08 - mmengine - INFO - Epoch(train) [42][4900/5005] lr: 8.9518e-02 eta: 1 day, 5:49:53 time: 0.1355 data_time: 0.0010 memory: 4390 loss: 3.9324 2022/12/06 19:17:22 - mmengine - INFO - Epoch(train) [42][5000/5005] lr: 8.9508e-02 eta: 1 day, 5:49:40 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.7131 2022/12/06 19:17:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:17:22 - mmengine - INFO - Saving checkpoint at 42 epochs 2022/12/06 19:17:33 - mmengine - INFO - Epoch(val) [42][100/196] eta: 0:00:08 time: 0.0855 data_time: 0.0550 memory: 4390 2022/12/06 19:17:52 - mmengine - INFO - Epoch(val) [42][196/196] accuracy/top1: 61.5920 accuracy/top5: 84.8960 2022/12/06 19:18:06 - mmengine - INFO - Epoch(train) [43][ 100/5005] lr: 8.9498e-02 eta: 1 day, 5:49:28 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.6265 2022/12/06 19:18:20 - mmengine - INFO - Epoch(train) [43][ 200/5005] lr: 8.9489e-02 eta: 1 day, 5:49:15 time: 0.1357 data_time: 0.0010 memory: 4390 loss: 3.7329 2022/12/06 19:18:34 - mmengine - INFO - Epoch(train) [43][ 300/5005] lr: 8.9479e-02 eta: 1 day, 5:49:02 time: 0.1361 data_time: 0.0011 memory: 4390 loss: 3.6757 2022/12/06 19:18:47 - mmengine - INFO - Epoch(train) [43][ 400/5005] lr: 8.9469e-02 eta: 1 day, 5:48:49 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.9025 2022/12/06 19:19:01 - mmengine - INFO - Epoch(train) [43][ 500/5005] lr: 8.9460e-02 eta: 1 day, 5:48:35 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.2057 2022/12/06 19:19:15 - mmengine - INFO - Epoch(train) [43][ 600/5005] lr: 8.9450e-02 eta: 1 day, 5:48:22 time: 0.1365 data_time: 0.0011 memory: 4390 loss: 3.8445 2022/12/06 19:19:28 - mmengine - INFO - Epoch(train) [43][ 700/5005] lr: 8.9440e-02 eta: 1 day, 5:48:09 time: 0.1363 data_time: 0.0011 memory: 4390 loss: 3.6000 2022/12/06 19:19:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:19:42 - mmengine - INFO - Epoch(train) [43][ 800/5005] lr: 8.9431e-02 eta: 1 day, 5:47:55 time: 0.1362 data_time: 0.0011 memory: 4390 loss: 3.5319 2022/12/06 19:19:56 - mmengine - INFO - Epoch(train) [43][ 900/5005] lr: 8.9421e-02 eta: 1 day, 5:47:42 time: 0.1361 data_time: 0.0010 memory: 4390 loss: 3.5126 2022/12/06 19:20:09 - mmengine - INFO - Epoch(train) [43][1000/5005] lr: 8.9411e-02 eta: 1 day, 5:47:28 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.2552 2022/12/06 19:20:23 - mmengine - INFO - Epoch(train) [43][1100/5005] lr: 8.9402e-02 eta: 1 day, 5:47:15 time: 0.1365 data_time: 0.0011 memory: 4390 loss: 3.4398 2022/12/06 19:20:37 - mmengine - INFO - Epoch(train) [43][1200/5005] lr: 8.9392e-02 eta: 1 day, 5:47:02 time: 0.1362 data_time: 0.0011 memory: 4390 loss: 3.8727 2022/12/06 19:20:50 - mmengine - INFO - Epoch(train) [43][1300/5005] lr: 8.9382e-02 eta: 1 day, 5:46:48 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.2916 2022/12/06 19:21:04 - mmengine - INFO - Epoch(train) [43][1400/5005] lr: 8.9373e-02 eta: 1 day, 5:46:34 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.1384 2022/12/06 19:21:18 - mmengine - INFO - Epoch(train) [43][1500/5005] lr: 8.9363e-02 eta: 1 day, 5:46:21 time: 0.1363 data_time: 0.0011 memory: 4390 loss: 3.5307 2022/12/06 19:21:31 - mmengine - INFO - Epoch(train) [43][1600/5005] lr: 8.9353e-02 eta: 1 day, 5:46:08 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.3850 2022/12/06 19:21:45 - mmengine - INFO - Epoch(train) [43][1700/5005] lr: 8.9344e-02 eta: 1 day, 5:45:54 time: 0.1359 data_time: 0.0010 memory: 4390 loss: 3.9863 2022/12/06 19:21:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:21:58 - mmengine - INFO - Epoch(train) [43][1800/5005] lr: 8.9334e-02 eta: 1 day, 5:45:41 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.9175 2022/12/06 19:22:12 - mmengine - INFO - Epoch(train) [43][1900/5005] lr: 8.9324e-02 eta: 1 day, 5:45:27 time: 0.1366 data_time: 0.0011 memory: 4390 loss: 3.5567 2022/12/06 19:22:26 - mmengine - INFO - Epoch(train) [43][2000/5005] lr: 8.9315e-02 eta: 1 day, 5:45:14 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.5296 2022/12/06 19:22:39 - mmengine - INFO - Epoch(train) [43][2100/5005] lr: 8.9305e-02 eta: 1 day, 5:45:00 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.3820 2022/12/06 19:22:53 - mmengine - INFO - Epoch(train) [43][2200/5005] lr: 8.9295e-02 eta: 1 day, 5:44:47 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 4.2737 2022/12/06 19:23:07 - mmengine - INFO - Epoch(train) [43][2300/5005] lr: 8.9286e-02 eta: 1 day, 5:44:33 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.1693 2022/12/06 19:23:21 - mmengine - INFO - Epoch(train) [43][2400/5005] lr: 8.9276e-02 eta: 1 day, 5:44:21 time: 0.1439 data_time: 0.0012 memory: 4390 loss: 3.5892 2022/12/06 19:23:34 - mmengine - INFO - Epoch(train) [43][2500/5005] lr: 8.9266e-02 eta: 1 day, 5:44:08 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.1585 2022/12/06 19:23:48 - mmengine - INFO - Epoch(train) [43][2600/5005] lr: 8.9256e-02 eta: 1 day, 5:43:54 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.4581 2022/12/06 19:24:02 - mmengine - INFO - Epoch(train) [43][2700/5005] lr: 8.9247e-02 eta: 1 day, 5:43:41 time: 0.1360 data_time: 0.0010 memory: 4390 loss: 3.7291 2022/12/06 19:24:14 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:24:15 - mmengine - INFO - Epoch(train) [43][2800/5005] lr: 8.9237e-02 eta: 1 day, 5:43:27 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.9430 2022/12/06 19:24:29 - mmengine - INFO - Epoch(train) [43][2900/5005] lr: 8.9227e-02 eta: 1 day, 5:43:13 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.8803 2022/12/06 19:24:42 - mmengine - INFO - Epoch(train) [43][3000/5005] lr: 8.9218e-02 eta: 1 day, 5:43:00 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.3890 2022/12/06 19:24:56 - mmengine - INFO - Epoch(train) [43][3100/5005] lr: 8.9208e-02 eta: 1 day, 5:42:47 time: 0.1363 data_time: 0.0011 memory: 4390 loss: 3.8182 2022/12/06 19:25:10 - mmengine - INFO - Epoch(train) [43][3200/5005] lr: 8.9198e-02 eta: 1 day, 5:42:33 time: 0.1356 data_time: 0.0010 memory: 4390 loss: 3.5051 2022/12/06 19:25:23 - mmengine - INFO - Epoch(train) [43][3300/5005] lr: 8.9188e-02 eta: 1 day, 5:42:19 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.2168 2022/12/06 19:25:37 - mmengine - INFO - Epoch(train) [43][3400/5005] lr: 8.9179e-02 eta: 1 day, 5:42:06 time: 0.1364 data_time: 0.0011 memory: 4390 loss: 3.6889 2022/12/06 19:25:51 - mmengine - INFO - Epoch(train) [43][3500/5005] lr: 8.9169e-02 eta: 1 day, 5:41:53 time: 0.1365 data_time: 0.0011 memory: 4390 loss: 4.0772 2022/12/06 19:26:05 - mmengine - INFO - Epoch(train) [43][3600/5005] lr: 8.9159e-02 eta: 1 day, 5:41:40 time: 0.1369 data_time: 0.0011 memory: 4390 loss: 2.9578 2022/12/06 19:26:18 - mmengine - INFO - Epoch(train) [43][3700/5005] lr: 8.9149e-02 eta: 1 day, 5:41:27 time: 0.1360 data_time: 0.0011 memory: 4390 loss: 3.6618 2022/12/06 19:26:31 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:26:32 - mmengine - INFO - Epoch(train) [43][3800/5005] lr: 8.9140e-02 eta: 1 day, 5:41:14 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.3510 2022/12/06 19:26:46 - mmengine - INFO - Epoch(train) [43][3900/5005] lr: 8.9130e-02 eta: 1 day, 5:41:00 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.1974 2022/12/06 19:26:59 - mmengine - INFO - Epoch(train) [43][4000/5005] lr: 8.9120e-02 eta: 1 day, 5:40:47 time: 0.1357 data_time: 0.0010 memory: 4390 loss: 3.9565 2022/12/06 19:27:13 - mmengine - INFO - Epoch(train) [43][4100/5005] lr: 8.9110e-02 eta: 1 day, 5:40:34 time: 0.1384 data_time: 0.0011 memory: 4390 loss: 3.5399 2022/12/06 19:27:27 - mmengine - INFO - Epoch(train) [43][4200/5005] lr: 8.9100e-02 eta: 1 day, 5:40:20 time: 0.1361 data_time: 0.0011 memory: 4390 loss: 3.9040 2022/12/06 19:27:40 - mmengine - INFO - Epoch(train) [43][4300/5005] lr: 8.9091e-02 eta: 1 day, 5:40:07 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.5607 2022/12/06 19:27:54 - mmengine - INFO - Epoch(train) [43][4400/5005] lr: 8.9081e-02 eta: 1 day, 5:39:54 time: 0.1360 data_time: 0.0011 memory: 4390 loss: 3.6758 2022/12/06 19:28:08 - mmengine - INFO - Epoch(train) [43][4500/5005] lr: 8.9071e-02 eta: 1 day, 5:39:41 time: 0.1434 data_time: 0.0011 memory: 4390 loss: 3.4712 2022/12/06 19:28:22 - mmengine - INFO - Epoch(train) [43][4600/5005] lr: 8.9061e-02 eta: 1 day, 5:39:28 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.2470 2022/12/06 19:28:35 - mmengine - INFO - Epoch(train) [43][4700/5005] lr: 8.9052e-02 eta: 1 day, 5:39:14 time: 0.1364 data_time: 0.0011 memory: 4390 loss: 3.7959 2022/12/06 19:28:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:28:49 - mmengine - INFO - Epoch(train) [43][4800/5005] lr: 8.9042e-02 eta: 1 day, 5:39:01 time: 0.1363 data_time: 0.0011 memory: 4390 loss: 3.1021 2022/12/06 19:29:03 - mmengine - INFO - Epoch(train) [43][4900/5005] lr: 8.9032e-02 eta: 1 day, 5:38:48 time: 0.1367 data_time: 0.0010 memory: 4390 loss: 3.5289 2022/12/06 19:29:16 - mmengine - INFO - Epoch(train) [43][5000/5005] lr: 8.9022e-02 eta: 1 day, 5:38:35 time: 0.1377 data_time: 0.0019 memory: 4390 loss: 3.8271 2022/12/06 19:29:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:29:17 - mmengine - INFO - Saving checkpoint at 43 epochs 2022/12/06 19:29:28 - mmengine - INFO - Epoch(val) [43][100/196] eta: 0:00:08 time: 0.0814 data_time: 0.0508 memory: 4390 2022/12/06 19:29:48 - mmengine - INFO - Epoch(val) [43][196/196] accuracy/top1: 62.0720 accuracy/top5: 84.6420 2022/12/06 19:30:02 - mmengine - INFO - Epoch(train) [44][ 100/5005] lr: 8.9012e-02 eta: 1 day, 5:38:23 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.3239 2022/12/06 19:30:15 - mmengine - INFO - Epoch(train) [44][ 200/5005] lr: 8.9002e-02 eta: 1 day, 5:38:09 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.3555 2022/12/06 19:30:29 - mmengine - INFO - Epoch(train) [44][ 300/5005] lr: 8.8992e-02 eta: 1 day, 5:37:56 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.4818 2022/12/06 19:30:43 - mmengine - INFO - Epoch(train) [44][ 400/5005] lr: 8.8982e-02 eta: 1 day, 5:37:42 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.2704 2022/12/06 19:30:56 - mmengine - INFO - Epoch(train) [44][ 500/5005] lr: 8.8973e-02 eta: 1 day, 5:37:28 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.4650 2022/12/06 19:31:10 - mmengine - INFO - Epoch(train) [44][ 600/5005] lr: 8.8963e-02 eta: 1 day, 5:37:15 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.7412 2022/12/06 19:31:23 - mmengine - INFO - Epoch(train) [44][ 700/5005] lr: 8.8953e-02 eta: 1 day, 5:37:01 time: 0.1383 data_time: 0.0011 memory: 4390 loss: 3.5926 2022/12/06 19:31:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:31:37 - mmengine - INFO - Epoch(train) [44][ 800/5005] lr: 8.8943e-02 eta: 1 day, 5:36:48 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 2.9457 2022/12/06 19:31:51 - mmengine - INFO - Epoch(train) [44][ 900/5005] lr: 8.8933e-02 eta: 1 day, 5:36:34 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.4352 2022/12/06 19:32:04 - mmengine - INFO - Epoch(train) [44][1000/5005] lr: 8.8923e-02 eta: 1 day, 5:36:21 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.6756 2022/12/06 19:32:18 - mmengine - INFO - Epoch(train) [44][1100/5005] lr: 8.8913e-02 eta: 1 day, 5:36:08 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.5396 2022/12/06 19:32:32 - mmengine - INFO - Epoch(train) [44][1200/5005] lr: 8.8904e-02 eta: 1 day, 5:35:54 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.5715 2022/12/06 19:32:45 - mmengine - INFO - Epoch(train) [44][1300/5005] lr: 8.8894e-02 eta: 1 day, 5:35:41 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.6313 2022/12/06 19:32:59 - mmengine - INFO - Epoch(train) [44][1400/5005] lr: 8.8884e-02 eta: 1 day, 5:35:27 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 4.0365 2022/12/06 19:33:13 - mmengine - INFO - Epoch(train) [44][1500/5005] lr: 8.8874e-02 eta: 1 day, 5:35:14 time: 0.1365 data_time: 0.0011 memory: 4390 loss: 3.6754 2022/12/06 19:33:26 - mmengine - INFO - Epoch(train) [44][1600/5005] lr: 8.8864e-02 eta: 1 day, 5:35:01 time: 0.1364 data_time: 0.0011 memory: 4390 loss: 3.7601 2022/12/06 19:33:40 - mmengine - INFO - Epoch(train) [44][1700/5005] lr: 8.8854e-02 eta: 1 day, 5:34:47 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.9164 2022/12/06 19:33:52 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:33:54 - mmengine - INFO - Epoch(train) [44][1800/5005] lr: 8.8844e-02 eta: 1 day, 5:34:33 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.5738 2022/12/06 19:34:07 - mmengine - INFO - Epoch(train) [44][1900/5005] lr: 8.8835e-02 eta: 1 day, 5:34:20 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.2187 2022/12/06 19:34:21 - mmengine - INFO - Epoch(train) [44][2000/5005] lr: 8.8825e-02 eta: 1 day, 5:34:06 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.3660 2022/12/06 19:34:34 - mmengine - INFO - Epoch(train) [44][2100/5005] lr: 8.8815e-02 eta: 1 day, 5:33:52 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.4364 2022/12/06 19:34:48 - mmengine - INFO - Epoch(train) [44][2200/5005] lr: 8.8805e-02 eta: 1 day, 5:33:39 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.1520 2022/12/06 19:35:02 - mmengine - INFO - Epoch(train) [44][2300/5005] lr: 8.8795e-02 eta: 1 day, 5:33:25 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.4158 2022/12/06 19:35:15 - mmengine - INFO - Epoch(train) [44][2400/5005] lr: 8.8785e-02 eta: 1 day, 5:33:11 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.8475 2022/12/06 19:35:29 - mmengine - INFO - Epoch(train) [44][2500/5005] lr: 8.8775e-02 eta: 1 day, 5:32:58 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.3292 2022/12/06 19:35:43 - mmengine - INFO - Epoch(train) [44][2600/5005] lr: 8.8765e-02 eta: 1 day, 5:32:45 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.3867 2022/12/06 19:35:56 - mmengine - INFO - Epoch(train) [44][2700/5005] lr: 8.8755e-02 eta: 1 day, 5:32:31 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.7864 2022/12/06 19:36:08 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:36:10 - mmengine - INFO - Epoch(train) [44][2800/5005] lr: 8.8745e-02 eta: 1 day, 5:32:17 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.7800 2022/12/06 19:36:23 - mmengine - INFO - Epoch(train) [44][2900/5005] lr: 8.8735e-02 eta: 1 day, 5:32:04 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.3179 2022/12/06 19:36:37 - mmengine - INFO - Epoch(train) [44][3000/5005] lr: 8.8726e-02 eta: 1 day, 5:31:50 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.8558 2022/12/06 19:36:51 - mmengine - INFO - Epoch(train) [44][3100/5005] lr: 8.8716e-02 eta: 1 day, 5:31:37 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.2682 2022/12/06 19:37:04 - mmengine - INFO - Epoch(train) [44][3200/5005] lr: 8.8706e-02 eta: 1 day, 5:31:23 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.1989 2022/12/06 19:37:18 - mmengine - INFO - Epoch(train) [44][3300/5005] lr: 8.8696e-02 eta: 1 day, 5:31:10 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.7874 2022/12/06 19:37:32 - mmengine - INFO - Epoch(train) [44][3400/5005] lr: 8.8686e-02 eta: 1 day, 5:30:56 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.7695 2022/12/06 19:37:45 - mmengine - INFO - Epoch(train) [44][3500/5005] lr: 8.8676e-02 eta: 1 day, 5:30:43 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.8865 2022/12/06 19:37:59 - mmengine - INFO - Epoch(train) [44][3600/5005] lr: 8.8666e-02 eta: 1 day, 5:30:29 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.7939 2022/12/06 19:38:12 - mmengine - INFO - Epoch(train) [44][3700/5005] lr: 8.8656e-02 eta: 1 day, 5:30:15 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.8409 2022/12/06 19:38:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:38:26 - mmengine - INFO - Epoch(train) [44][3800/5005] lr: 8.8646e-02 eta: 1 day, 5:30:02 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.5028 2022/12/06 19:38:40 - mmengine - INFO - Epoch(train) [44][3900/5005] lr: 8.8636e-02 eta: 1 day, 5:29:49 time: 0.1384 data_time: 0.0011 memory: 4390 loss: 3.9060 2022/12/06 19:38:53 - mmengine - INFO - Epoch(train) [44][4000/5005] lr: 8.8626e-02 eta: 1 day, 5:29:35 time: 0.1361 data_time: 0.0014 memory: 4390 loss: 4.1698 2022/12/06 19:39:07 - mmengine - INFO - Epoch(train) [44][4100/5005] lr: 8.8616e-02 eta: 1 day, 5:29:22 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.1591 2022/12/06 19:39:21 - mmengine - INFO - Epoch(train) [44][4200/5005] lr: 8.8606e-02 eta: 1 day, 5:29:08 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.6933 2022/12/06 19:39:34 - mmengine - INFO - Epoch(train) [44][4300/5005] lr: 8.8596e-02 eta: 1 day, 5:28:55 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.2295 2022/12/06 19:39:48 - mmengine - INFO - Epoch(train) [44][4400/5005] lr: 8.8586e-02 eta: 1 day, 5:28:41 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.3610 2022/12/06 19:40:01 - mmengine - INFO - Epoch(train) [44][4500/5005] lr: 8.8576e-02 eta: 1 day, 5:28:27 time: 0.1412 data_time: 0.0011 memory: 4390 loss: 3.1103 2022/12/06 19:40:15 - mmengine - INFO - Epoch(train) [44][4600/5005] lr: 8.8566e-02 eta: 1 day, 5:28:14 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.7612 2022/12/06 19:40:29 - mmengine - INFO - Epoch(train) [44][4700/5005] lr: 8.8556e-02 eta: 1 day, 5:28:00 time: 0.1353 data_time: 0.0011 memory: 4390 loss: 3.6688 2022/12/06 19:40:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:40:42 - mmengine - INFO - Epoch(train) [44][4800/5005] lr: 8.8546e-02 eta: 1 day, 5:27:47 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.4065 2022/12/06 19:40:56 - mmengine - INFO - Epoch(train) [44][4900/5005] lr: 8.8536e-02 eta: 1 day, 5:27:33 time: 0.1354 data_time: 0.0011 memory: 4390 loss: 3.2711 2022/12/06 19:41:09 - mmengine - INFO - Epoch(train) [44][5000/5005] lr: 8.8526e-02 eta: 1 day, 5:27:19 time: 0.1371 data_time: 0.0020 memory: 4390 loss: 3.3019 2022/12/06 19:41:10 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:41:10 - mmengine - INFO - Saving checkpoint at 44 epochs 2022/12/06 19:41:21 - mmengine - INFO - Epoch(val) [44][100/196] eta: 0:00:08 time: 0.0894 data_time: 0.0585 memory: 4390 2022/12/06 19:41:40 - mmengine - INFO - Epoch(val) [44][196/196] accuracy/top1: 62.6560 accuracy/top5: 85.2440 2022/12/06 19:41:54 - mmengine - INFO - Epoch(train) [45][ 100/5005] lr: 8.8516e-02 eta: 1 day, 5:27:07 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.3264 2022/12/06 19:42:08 - mmengine - INFO - Epoch(train) [45][ 200/5005] lr: 8.8506e-02 eta: 1 day, 5:26:54 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.3551 2022/12/06 19:42:22 - mmengine - INFO - Epoch(train) [45][ 300/5005] lr: 8.8496e-02 eta: 1 day, 5:26:40 time: 0.1362 data_time: 0.0012 memory: 4390 loss: 4.0291 2022/12/06 19:42:35 - mmengine - INFO - Epoch(train) [45][ 400/5005] lr: 8.8486e-02 eta: 1 day, 5:26:27 time: 0.1353 data_time: 0.0014 memory: 4390 loss: 3.4255 2022/12/06 19:42:49 - mmengine - INFO - Epoch(train) [45][ 500/5005] lr: 8.8476e-02 eta: 1 day, 5:26:13 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.3697 2022/12/06 19:43:03 - mmengine - INFO - Epoch(train) [45][ 600/5005] lr: 8.8466e-02 eta: 1 day, 5:26:00 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.1245 2022/12/06 19:43:16 - mmengine - INFO - Epoch(train) [45][ 700/5005] lr: 8.8456e-02 eta: 1 day, 5:25:46 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.3677 2022/12/06 19:43:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:43:30 - mmengine - INFO - Epoch(train) [45][ 800/5005] lr: 8.8446e-02 eta: 1 day, 5:25:33 time: 0.1366 data_time: 0.0015 memory: 4390 loss: 3.2479 2022/12/06 19:43:44 - mmengine - INFO - Epoch(train) [45][ 900/5005] lr: 8.8436e-02 eta: 1 day, 5:25:20 time: 0.1352 data_time: 0.0015 memory: 4390 loss: 3.2171 2022/12/06 19:43:57 - mmengine - INFO - Epoch(train) [45][1000/5005] lr: 8.8426e-02 eta: 1 day, 5:25:06 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.4018 2022/12/06 19:44:11 - mmengine - INFO - Epoch(train) [45][1100/5005] lr: 8.8416e-02 eta: 1 day, 5:24:52 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.6598 2022/12/06 19:44:25 - mmengine - INFO - Epoch(train) [45][1200/5005] lr: 8.8405e-02 eta: 1 day, 5:24:39 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 3.7015 2022/12/06 19:44:38 - mmengine - INFO - Epoch(train) [45][1300/5005] lr: 8.8395e-02 eta: 1 day, 5:24:25 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.2623 2022/12/06 19:44:52 - mmengine - INFO - Epoch(train) [45][1400/5005] lr: 8.8385e-02 eta: 1 day, 5:24:12 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.6515 2022/12/06 19:45:05 - mmengine - INFO - Epoch(train) [45][1500/5005] lr: 8.8375e-02 eta: 1 day, 5:23:58 time: 0.1352 data_time: 0.0011 memory: 4390 loss: 3.4140 2022/12/06 19:45:19 - mmengine - INFO - Epoch(train) [45][1600/5005] lr: 8.8365e-02 eta: 1 day, 5:23:44 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.7189 2022/12/06 19:45:33 - mmengine - INFO - Epoch(train) [45][1700/5005] lr: 8.8355e-02 eta: 1 day, 5:23:31 time: 0.1354 data_time: 0.0016 memory: 4390 loss: 3.1300 2022/12/06 19:45:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:45:46 - mmengine - INFO - Epoch(train) [45][1800/5005] lr: 8.8345e-02 eta: 1 day, 5:23:18 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.7994 2022/12/06 19:46:00 - mmengine - INFO - Epoch(train) [45][1900/5005] lr: 8.8335e-02 eta: 1 day, 5:23:04 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.6848 2022/12/06 19:46:14 - mmengine - INFO - Epoch(train) [45][2000/5005] lr: 8.8325e-02 eta: 1 day, 5:22:51 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.2571 2022/12/06 19:46:27 - mmengine - INFO - Epoch(train) [45][2100/5005] lr: 8.8315e-02 eta: 1 day, 5:22:37 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 4.0014 2022/12/06 19:46:41 - mmengine - INFO - Epoch(train) [45][2200/5005] lr: 8.8305e-02 eta: 1 day, 5:22:24 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.6877 2022/12/06 19:46:55 - mmengine - INFO - Epoch(train) [45][2300/5005] lr: 8.8295e-02 eta: 1 day, 5:22:10 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.5576 2022/12/06 19:47:08 - mmengine - INFO - Epoch(train) [45][2400/5005] lr: 8.8285e-02 eta: 1 day, 5:21:57 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.2396 2022/12/06 19:47:22 - mmengine - INFO - Epoch(train) [45][2500/5005] lr: 8.8275e-02 eta: 1 day, 5:21:43 time: 0.1355 data_time: 0.0011 memory: 4390 loss: 3.3028 2022/12/06 19:47:36 - mmengine - INFO - Epoch(train) [45][2600/5005] lr: 8.8264e-02 eta: 1 day, 5:21:30 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.3891 2022/12/06 19:47:49 - mmengine - INFO - Epoch(train) [45][2700/5005] lr: 8.8254e-02 eta: 1 day, 5:21:16 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.2261 2022/12/06 19:48:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:48:03 - mmengine - INFO - Epoch(train) [45][2800/5005] lr: 8.8244e-02 eta: 1 day, 5:21:03 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.3949 2022/12/06 19:48:16 - mmengine - INFO - Epoch(train) [45][2900/5005] lr: 8.8234e-02 eta: 1 day, 5:20:49 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.4359 2022/12/06 19:48:30 - mmengine - INFO - Epoch(train) [45][3000/5005] lr: 8.8224e-02 eta: 1 day, 5:20:35 time: 0.1433 data_time: 0.0013 memory: 4390 loss: 3.7706 2022/12/06 19:48:44 - mmengine - INFO - Epoch(train) [45][3100/5005] lr: 8.8214e-02 eta: 1 day, 5:20:22 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.2676 2022/12/06 19:48:57 - mmengine - INFO - Epoch(train) [45][3200/5005] lr: 8.8204e-02 eta: 1 day, 5:20:08 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.5975 2022/12/06 19:49:11 - mmengine - INFO - Epoch(train) [45][3300/5005] lr: 8.8194e-02 eta: 1 day, 5:19:55 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.5095 2022/12/06 19:49:25 - mmengine - INFO - Epoch(train) [45][3400/5005] lr: 8.8183e-02 eta: 1 day, 5:19:41 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.3529 2022/12/06 19:49:38 - mmengine - INFO - Epoch(train) [45][3500/5005] lr: 8.8173e-02 eta: 1 day, 5:19:28 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 4.1312 2022/12/06 19:49:52 - mmengine - INFO - Epoch(train) [45][3600/5005] lr: 8.8163e-02 eta: 1 day, 5:19:14 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.3708 2022/12/06 19:50:05 - mmengine - INFO - Epoch(train) [45][3700/5005] lr: 8.8153e-02 eta: 1 day, 5:19:01 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.0497 2022/12/06 19:50:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:50:19 - mmengine - INFO - Epoch(train) [45][3800/5005] lr: 8.8143e-02 eta: 1 day, 5:18:47 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.4535 2022/12/06 19:50:33 - mmengine - INFO - Epoch(train) [45][3900/5005] lr: 8.8133e-02 eta: 1 day, 5:18:34 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.7479 2022/12/06 19:50:46 - mmengine - INFO - Epoch(train) [45][4000/5005] lr: 8.8123e-02 eta: 1 day, 5:18:21 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.4107 2022/12/06 19:51:00 - mmengine - INFO - Epoch(train) [45][4100/5005] lr: 8.8112e-02 eta: 1 day, 5:18:07 time: 0.1358 data_time: 0.0011 memory: 4390 loss: 3.2167 2022/12/06 19:51:14 - mmengine - INFO - Epoch(train) [45][4200/5005] lr: 8.8102e-02 eta: 1 day, 5:17:53 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.5622 2022/12/06 19:51:27 - mmengine - INFO - Epoch(train) [45][4300/5005] lr: 8.8092e-02 eta: 1 day, 5:17:40 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.7307 2022/12/06 19:51:41 - mmengine - INFO - Epoch(train) [45][4400/5005] lr: 8.8082e-02 eta: 1 day, 5:17:26 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.9860 2022/12/06 19:51:55 - mmengine - INFO - Epoch(train) [45][4500/5005] lr: 8.8072e-02 eta: 1 day, 5:17:13 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.5181 2022/12/06 19:52:08 - mmengine - INFO - Epoch(train) [45][4600/5005] lr: 8.8062e-02 eta: 1 day, 5:16:59 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.1942 2022/12/06 19:52:22 - mmengine - INFO - Epoch(train) [45][4700/5005] lr: 8.8051e-02 eta: 1 day, 5:16:46 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.6975 2022/12/06 19:52:33 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:52:36 - mmengine - INFO - Epoch(train) [45][4800/5005] lr: 8.8041e-02 eta: 1 day, 5:16:33 time: 0.1392 data_time: 0.0011 memory: 4390 loss: 3.1192 2022/12/06 19:52:49 - mmengine - INFO - Epoch(train) [45][4900/5005] lr: 8.8031e-02 eta: 1 day, 5:16:19 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.6292 2022/12/06 19:53:03 - mmengine - INFO - Epoch(train) [45][5000/5005] lr: 8.8021e-02 eta: 1 day, 5:16:06 time: 0.1371 data_time: 0.0023 memory: 4390 loss: 3.6698 2022/12/06 19:53:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:53:04 - mmengine - INFO - Saving checkpoint at 45 epochs 2022/12/06 19:53:14 - mmengine - INFO - Epoch(val) [45][100/196] eta: 0:00:08 time: 0.0881 data_time: 0.0562 memory: 4390 2022/12/06 19:53:33 - mmengine - INFO - Epoch(val) [45][196/196] accuracy/top1: 61.9460 accuracy/top5: 85.1960 2022/12/06 19:53:48 - mmengine - INFO - Epoch(train) [46][ 100/5005] lr: 8.8010e-02 eta: 1 day, 5:15:54 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 4.0104 2022/12/06 19:54:01 - mmengine - INFO - Epoch(train) [46][ 200/5005] lr: 8.8000e-02 eta: 1 day, 5:15:40 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.5281 2022/12/06 19:54:15 - mmengine - INFO - Epoch(train) [46][ 300/5005] lr: 8.7990e-02 eta: 1 day, 5:15:26 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.6014 2022/12/06 19:54:28 - mmengine - INFO - Epoch(train) [46][ 400/5005] lr: 8.7980e-02 eta: 1 day, 5:15:13 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 3.3296 2022/12/06 19:54:42 - mmengine - INFO - Epoch(train) [46][ 500/5005] lr: 8.7969e-02 eta: 1 day, 5:14:59 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.4387 2022/12/06 19:54:56 - mmengine - INFO - Epoch(train) [46][ 600/5005] lr: 8.7959e-02 eta: 1 day, 5:14:45 time: 0.1354 data_time: 0.0014 memory: 4390 loss: 3.1484 2022/12/06 19:55:09 - mmengine - INFO - Epoch(train) [46][ 700/5005] lr: 8.7949e-02 eta: 1 day, 5:14:32 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.5043 2022/12/06 19:55:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:55:23 - mmengine - INFO - Epoch(train) [46][ 800/5005] lr: 8.7939e-02 eta: 1 day, 5:14:18 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.5612 2022/12/06 19:55:36 - mmengine - INFO - Epoch(train) [46][ 900/5005] lr: 8.7929e-02 eta: 1 day, 5:14:04 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.4801 2022/12/06 19:55:50 - mmengine - INFO - Epoch(train) [46][1000/5005] lr: 8.7918e-02 eta: 1 day, 5:13:51 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.2110 2022/12/06 19:56:04 - mmengine - INFO - Epoch(train) [46][1100/5005] lr: 8.7908e-02 eta: 1 day, 5:13:37 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 4.0193 2022/12/06 19:56:17 - mmengine - INFO - Epoch(train) [46][1200/5005] lr: 8.7898e-02 eta: 1 day, 5:13:24 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.5292 2022/12/06 19:56:31 - mmengine - INFO - Epoch(train) [46][1300/5005] lr: 8.7888e-02 eta: 1 day, 5:13:11 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.9731 2022/12/06 19:56:45 - mmengine - INFO - Epoch(train) [46][1400/5005] lr: 8.7877e-02 eta: 1 day, 5:12:57 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.6590 2022/12/06 19:56:58 - mmengine - INFO - Epoch(train) [46][1500/5005] lr: 8.7867e-02 eta: 1 day, 5:12:44 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.6166 2022/12/06 19:57:12 - mmengine - INFO - Epoch(train) [46][1600/5005] lr: 8.7857e-02 eta: 1 day, 5:12:30 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.8921 2022/12/06 19:57:26 - mmengine - INFO - Epoch(train) [46][1700/5005] lr: 8.7847e-02 eta: 1 day, 5:12:17 time: 0.1362 data_time: 0.0014 memory: 4390 loss: 3.1313 2022/12/06 19:57:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:57:39 - mmengine - INFO - Epoch(train) [46][1800/5005] lr: 8.7836e-02 eta: 1 day, 5:12:03 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.4810 2022/12/06 19:57:53 - mmengine - INFO - Epoch(train) [46][1900/5005] lr: 8.7826e-02 eta: 1 day, 5:11:49 time: 0.1367 data_time: 0.0012 memory: 4390 loss: 3.7536 2022/12/06 19:58:07 - mmengine - INFO - Epoch(train) [46][2000/5005] lr: 8.7816e-02 eta: 1 day, 5:11:37 time: 0.1368 data_time: 0.0012 memory: 4390 loss: 3.7346 2022/12/06 19:58:20 - mmengine - INFO - Epoch(train) [46][2100/5005] lr: 8.7806e-02 eta: 1 day, 5:11:23 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.2278 2022/12/06 19:58:34 - mmengine - INFO - Epoch(train) [46][2200/5005] lr: 8.7795e-02 eta: 1 day, 5:11:10 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.1070 2022/12/06 19:58:48 - mmengine - INFO - Epoch(train) [46][2300/5005] lr: 8.7785e-02 eta: 1 day, 5:10:57 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.3913 2022/12/06 19:59:01 - mmengine - INFO - Epoch(train) [46][2400/5005] lr: 8.7775e-02 eta: 1 day, 5:10:43 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.5100 2022/12/06 19:59:15 - mmengine - INFO - Epoch(train) [46][2500/5005] lr: 8.7764e-02 eta: 1 day, 5:10:30 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.5414 2022/12/06 19:59:29 - mmengine - INFO - Epoch(train) [46][2600/5005] lr: 8.7754e-02 eta: 1 day, 5:10:16 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.2859 2022/12/06 19:59:42 - mmengine - INFO - Epoch(train) [46][2700/5005] lr: 8.7744e-02 eta: 1 day, 5:10:03 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.6856 2022/12/06 19:59:53 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 19:59:56 - mmengine - INFO - Epoch(train) [46][2800/5005] lr: 8.7734e-02 eta: 1 day, 5:09:49 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 3.7880 2022/12/06 20:00:10 - mmengine - INFO - Epoch(train) [46][2900/5005] lr: 8.7723e-02 eta: 1 day, 5:09:36 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.1837 2022/12/06 20:00:23 - mmengine - INFO - Epoch(train) [46][3000/5005] lr: 8.7713e-02 eta: 1 day, 5:09:22 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.0034 2022/12/06 20:00:37 - mmengine - INFO - Epoch(train) [46][3100/5005] lr: 8.7703e-02 eta: 1 day, 5:09:08 time: 0.1358 data_time: 0.0014 memory: 4390 loss: 3.6011 2022/12/06 20:00:50 - mmengine - INFO - Epoch(train) [46][3200/5005] lr: 8.7692e-02 eta: 1 day, 5:08:55 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.2522 2022/12/06 20:01:04 - mmengine - INFO - Epoch(train) [46][3300/5005] lr: 8.7682e-02 eta: 1 day, 5:08:41 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.5912 2022/12/06 20:01:18 - mmengine - INFO - Epoch(train) [46][3400/5005] lr: 8.7672e-02 eta: 1 day, 5:08:28 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.7009 2022/12/06 20:01:31 - mmengine - INFO - Epoch(train) [46][3500/5005] lr: 8.7661e-02 eta: 1 day, 5:08:15 time: 0.1368 data_time: 0.0015 memory: 4390 loss: 3.8990 2022/12/06 20:01:45 - mmengine - INFO - Epoch(train) [46][3600/5005] lr: 8.7651e-02 eta: 1 day, 5:08:01 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.2034 2022/12/06 20:01:59 - mmengine - INFO - Epoch(train) [46][3700/5005] lr: 8.7641e-02 eta: 1 day, 5:07:47 time: 0.1362 data_time: 0.0012 memory: 4390 loss: 3.2330 2022/12/06 20:02:09 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:02:12 - mmengine - INFO - Epoch(train) [46][3800/5005] lr: 8.7630e-02 eta: 1 day, 5:07:34 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 2.9794 2022/12/06 20:02:26 - mmengine - INFO - Epoch(train) [46][3900/5005] lr: 8.7620e-02 eta: 1 day, 5:07:21 time: 0.1367 data_time: 0.0012 memory: 4390 loss: 3.1470 2022/12/06 20:02:40 - mmengine - INFO - Epoch(train) [46][4000/5005] lr: 8.7610e-02 eta: 1 day, 5:07:08 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.4530 2022/12/06 20:02:53 - mmengine - INFO - Epoch(train) [46][4100/5005] lr: 8.7599e-02 eta: 1 day, 5:06:54 time: 0.1356 data_time: 0.0011 memory: 4390 loss: 3.4877 2022/12/06 20:03:07 - mmengine - INFO - Epoch(train) [46][4200/5005] lr: 8.7589e-02 eta: 1 day, 5:06:41 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.6497 2022/12/06 20:03:21 - mmengine - INFO - Epoch(train) [46][4300/5005] lr: 8.7579e-02 eta: 1 day, 5:06:28 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.6296 2022/12/06 20:03:35 - mmengine - INFO - Epoch(train) [46][4400/5005] lr: 8.7568e-02 eta: 1 day, 5:06:14 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 3.7584 2022/12/06 20:03:48 - mmengine - INFO - Epoch(train) [46][4500/5005] lr: 8.7558e-02 eta: 1 day, 5:06:01 time: 0.1356 data_time: 0.0014 memory: 4390 loss: 3.3752 2022/12/06 20:04:02 - mmengine - INFO - Epoch(train) [46][4600/5005] lr: 8.7548e-02 eta: 1 day, 5:05:48 time: 0.1367 data_time: 0.0011 memory: 4390 loss: 3.5539 2022/12/06 20:04:16 - mmengine - INFO - Epoch(train) [46][4700/5005] lr: 8.7537e-02 eta: 1 day, 5:05:34 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.3821 2022/12/06 20:04:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:04:29 - mmengine - INFO - Epoch(train) [46][4800/5005] lr: 8.7527e-02 eta: 1 day, 5:05:21 time: 0.1376 data_time: 0.0013 memory: 4390 loss: 3.3530 2022/12/06 20:04:43 - mmengine - INFO - Epoch(train) [46][4900/5005] lr: 8.7517e-02 eta: 1 day, 5:05:08 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.4790 2022/12/06 20:04:57 - mmengine - INFO - Epoch(train) [46][5000/5005] lr: 8.7506e-02 eta: 1 day, 5:04:54 time: 0.1378 data_time: 0.0022 memory: 4390 loss: 3.2051 2022/12/06 20:04:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:04:57 - mmengine - INFO - Saving checkpoint at 46 epochs 2022/12/06 20:05:08 - mmengine - INFO - Epoch(val) [46][100/196] eta: 0:00:08 time: 0.0798 data_time: 0.0490 memory: 4390 2022/12/06 20:05:27 - mmengine - INFO - Epoch(val) [46][196/196] accuracy/top1: 62.4300 accuracy/top5: 85.1780 2022/12/06 20:05:42 - mmengine - INFO - Epoch(train) [47][ 100/5005] lr: 8.7495e-02 eta: 1 day, 5:04:42 time: 0.1368 data_time: 0.0012 memory: 4390 loss: 3.7497 2022/12/06 20:05:55 - mmengine - INFO - Epoch(train) [47][ 200/5005] lr: 8.7485e-02 eta: 1 day, 5:04:29 time: 0.1435 data_time: 0.0012 memory: 4390 loss: 4.0217 2022/12/06 20:06:09 - mmengine - INFO - Epoch(train) [47][ 300/5005] lr: 8.7475e-02 eta: 1 day, 5:04:16 time: 0.1371 data_time: 0.0017 memory: 4390 loss: 3.7530 2022/12/06 20:06:23 - mmengine - INFO - Epoch(train) [47][ 400/5005] lr: 8.7464e-02 eta: 1 day, 5:04:02 time: 0.1359 data_time: 0.0014 memory: 4390 loss: 3.3506 2022/12/06 20:06:36 - mmengine - INFO - Epoch(train) [47][ 500/5005] lr: 8.7454e-02 eta: 1 day, 5:03:49 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 3.3543 2022/12/06 20:06:50 - mmengine - INFO - Epoch(train) [47][ 600/5005] lr: 8.7443e-02 eta: 1 day, 5:03:35 time: 0.1366 data_time: 0.0012 memory: 4390 loss: 3.5977 2022/12/06 20:07:04 - mmengine - INFO - Epoch(train) [47][ 700/5005] lr: 8.7433e-02 eta: 1 day, 5:03:22 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.3232 2022/12/06 20:07:13 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:07:17 - mmengine - INFO - Epoch(train) [47][ 800/5005] lr: 8.7423e-02 eta: 1 day, 5:03:09 time: 0.1368 data_time: 0.0013 memory: 4390 loss: 3.4616 2022/12/06 20:07:31 - mmengine - INFO - Epoch(train) [47][ 900/5005] lr: 8.7412e-02 eta: 1 day, 5:02:55 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.4198 2022/12/06 20:07:45 - mmengine - INFO - Epoch(train) [47][1000/5005] lr: 8.7402e-02 eta: 1 day, 5:02:42 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.0818 2022/12/06 20:07:58 - mmengine - INFO - Epoch(train) [47][1100/5005] lr: 8.7391e-02 eta: 1 day, 5:02:28 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.7787 2022/12/06 20:08:12 - mmengine - INFO - Epoch(train) [47][1200/5005] lr: 8.7381e-02 eta: 1 day, 5:02:15 time: 0.1366 data_time: 0.0017 memory: 4390 loss: 3.6889 2022/12/06 20:08:26 - mmengine - INFO - Epoch(train) [47][1300/5005] lr: 8.7370e-02 eta: 1 day, 5:02:02 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.3974 2022/12/06 20:08:40 - mmengine - INFO - Epoch(train) [47][1400/5005] lr: 8.7360e-02 eta: 1 day, 5:01:49 time: 0.1365 data_time: 0.0012 memory: 4390 loss: 3.4034 2022/12/06 20:08:53 - mmengine - INFO - Epoch(train) [47][1500/5005] lr: 8.7350e-02 eta: 1 day, 5:01:35 time: 0.1368 data_time: 0.0012 memory: 4390 loss: 3.9490 2022/12/06 20:09:07 - mmengine - INFO - Epoch(train) [47][1600/5005] lr: 8.7339e-02 eta: 1 day, 5:01:22 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.1952 2022/12/06 20:09:21 - mmengine - INFO - Epoch(train) [47][1700/5005] lr: 8.7329e-02 eta: 1 day, 5:01:08 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.6199 2022/12/06 20:09:30 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:09:34 - mmengine - INFO - Epoch(train) [47][1800/5005] lr: 8.7318e-02 eta: 1 day, 5:00:55 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.3177 2022/12/06 20:09:48 - mmengine - INFO - Epoch(train) [47][1900/5005] lr: 8.7308e-02 eta: 1 day, 5:00:41 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 4.1013 2022/12/06 20:10:01 - mmengine - INFO - Epoch(train) [47][2000/5005] lr: 8.7297e-02 eta: 1 day, 5:00:28 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.8433 2022/12/06 20:10:15 - mmengine - INFO - Epoch(train) [47][2100/5005] lr: 8.7287e-02 eta: 1 day, 5:00:14 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.2598 2022/12/06 20:10:29 - mmengine - INFO - Epoch(train) [47][2200/5005] lr: 8.7276e-02 eta: 1 day, 5:00:01 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.3579 2022/12/06 20:10:42 - mmengine - INFO - Epoch(train) [47][2300/5005] lr: 8.7266e-02 eta: 1 day, 4:59:47 time: 0.1362 data_time: 0.0012 memory: 4390 loss: 3.3296 2022/12/06 20:10:56 - mmengine - INFO - Epoch(train) [47][2400/5005] lr: 8.7256e-02 eta: 1 day, 4:59:34 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.8761 2022/12/06 20:11:10 - mmengine - INFO - Epoch(train) [47][2500/5005] lr: 8.7245e-02 eta: 1 day, 4:59:21 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.0071 2022/12/06 20:11:24 - mmengine - INFO - Epoch(train) [47][2600/5005] lr: 8.7235e-02 eta: 1 day, 4:59:07 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.3686 2022/12/06 20:11:37 - mmengine - INFO - Epoch(train) [47][2700/5005] lr: 8.7224e-02 eta: 1 day, 4:58:54 time: 0.1359 data_time: 0.0011 memory: 4390 loss: 3.3556 2022/12/06 20:11:47 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:11:51 - mmengine - INFO - Epoch(train) [47][2800/5005] lr: 8.7214e-02 eta: 1 day, 4:58:41 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.5088 2022/12/06 20:12:05 - mmengine - INFO - Epoch(train) [47][2900/5005] lr: 8.7203e-02 eta: 1 day, 4:58:27 time: 0.1363 data_time: 0.0015 memory: 4390 loss: 3.9396 2022/12/06 20:12:18 - mmengine - INFO - Epoch(train) [47][3000/5005] lr: 8.7193e-02 eta: 1 day, 4:58:14 time: 0.1365 data_time: 0.0012 memory: 4390 loss: 4.1858 2022/12/06 20:12:32 - mmengine - INFO - Epoch(train) [47][3100/5005] lr: 8.7182e-02 eta: 1 day, 4:58:01 time: 0.1363 data_time: 0.0014 memory: 4390 loss: 3.5711 2022/12/06 20:12:46 - mmengine - INFO - Epoch(train) [47][3200/5005] lr: 8.7172e-02 eta: 1 day, 4:57:48 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.6923 2022/12/06 20:12:59 - mmengine - INFO - Epoch(train) [47][3300/5005] lr: 8.7161e-02 eta: 1 day, 4:57:34 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.9126 2022/12/06 20:13:13 - mmengine - INFO - Epoch(train) [47][3400/5005] lr: 8.7151e-02 eta: 1 day, 4:57:21 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.4346 2022/12/06 20:13:27 - mmengine - INFO - Epoch(train) [47][3500/5005] lr: 8.7140e-02 eta: 1 day, 4:57:07 time: 0.1360 data_time: 0.0014 memory: 4390 loss: 3.8059 2022/12/06 20:13:40 - mmengine - INFO - Epoch(train) [47][3600/5005] lr: 8.7130e-02 eta: 1 day, 4:56:54 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 2.9669 2022/12/06 20:13:54 - mmengine - INFO - Epoch(train) [47][3700/5005] lr: 8.7119e-02 eta: 1 day, 4:56:40 time: 0.1412 data_time: 0.0014 memory: 4390 loss: 3.3539 2022/12/06 20:14:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:14:08 - mmengine - INFO - Epoch(train) [47][3800/5005] lr: 8.7109e-02 eta: 1 day, 4:56:27 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.7152 2022/12/06 20:14:22 - mmengine - INFO - Epoch(train) [47][3900/5005] lr: 8.7098e-02 eta: 1 day, 4:56:14 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.4878 2022/12/06 20:14:35 - mmengine - INFO - Epoch(train) [47][4000/5005] lr: 8.7088e-02 eta: 1 day, 4:56:00 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.4572 2022/12/06 20:14:49 - mmengine - INFO - Epoch(train) [47][4100/5005] lr: 8.7077e-02 eta: 1 day, 4:55:47 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 2.8101 2022/12/06 20:15:03 - mmengine - INFO - Epoch(train) [47][4200/5005] lr: 8.7067e-02 eta: 1 day, 4:55:33 time: 0.1368 data_time: 0.0012 memory: 4390 loss: 3.8302 2022/12/06 20:15:16 - mmengine - INFO - Epoch(train) [47][4300/5005] lr: 8.7056e-02 eta: 1 day, 4:55:20 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.6830 2022/12/06 20:15:30 - mmengine - INFO - Epoch(train) [47][4400/5005] lr: 8.7045e-02 eta: 1 day, 4:55:07 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.0893 2022/12/06 20:15:44 - mmengine - INFO - Epoch(train) [47][4500/5005] lr: 8.7035e-02 eta: 1 day, 4:54:53 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.4375 2022/12/06 20:15:57 - mmengine - INFO - Epoch(train) [47][4600/5005] lr: 8.7024e-02 eta: 1 day, 4:54:40 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 4.0425 2022/12/06 20:16:11 - mmengine - INFO - Epoch(train) [47][4700/5005] lr: 8.7014e-02 eta: 1 day, 4:54:26 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.5098 2022/12/06 20:16:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:16:25 - mmengine - INFO - Epoch(train) [47][4800/5005] lr: 8.7003e-02 eta: 1 day, 4:54:13 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.9676 2022/12/06 20:16:38 - mmengine - INFO - Epoch(train) [47][4900/5005] lr: 8.6993e-02 eta: 1 day, 4:53:59 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.3541 2022/12/06 20:16:52 - mmengine - INFO - Epoch(train) [47][5000/5005] lr: 8.6982e-02 eta: 1 day, 4:53:46 time: 0.1363 data_time: 0.0023 memory: 4390 loss: 3.9202 2022/12/06 20:16:53 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:16:53 - mmengine - INFO - Saving checkpoint at 47 epochs 2022/12/06 20:17:03 - mmengine - INFO - Epoch(val) [47][100/196] eta: 0:00:08 time: 0.0837 data_time: 0.0534 memory: 4390 2022/12/06 20:17:22 - mmengine - INFO - Epoch(val) [47][196/196] accuracy/top1: 62.4260 accuracy/top5: 85.3320 2022/12/06 20:17:36 - mmengine - INFO - Epoch(train) [48][ 100/5005] lr: 8.6971e-02 eta: 1 day, 4:53:34 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.3542 2022/12/06 20:17:50 - mmengine - INFO - Epoch(train) [48][ 200/5005] lr: 8.6961e-02 eta: 1 day, 4:53:20 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.0691 2022/12/06 20:18:04 - mmengine - INFO - Epoch(train) [48][ 300/5005] lr: 8.6950e-02 eta: 1 day, 4:53:06 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.2709 2022/12/06 20:18:17 - mmengine - INFO - Epoch(train) [48][ 400/5005] lr: 8.6939e-02 eta: 1 day, 4:52:53 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.7389 2022/12/06 20:18:31 - mmengine - INFO - Epoch(train) [48][ 500/5005] lr: 8.6929e-02 eta: 1 day, 4:52:39 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.4169 2022/12/06 20:18:45 - mmengine - INFO - Epoch(train) [48][ 600/5005] lr: 8.6918e-02 eta: 1 day, 4:52:26 time: 0.1362 data_time: 0.0012 memory: 4390 loss: 3.7912 2022/12/06 20:18:58 - mmengine - INFO - Epoch(train) [48][ 700/5005] lr: 8.6908e-02 eta: 1 day, 4:52:12 time: 0.1357 data_time: 0.0014 memory: 4390 loss: 3.4633 2022/12/06 20:19:07 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:19:12 - mmengine - INFO - Epoch(train) [48][ 800/5005] lr: 8.6897e-02 eta: 1 day, 4:51:59 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.1357 2022/12/06 20:19:25 - mmengine - INFO - Epoch(train) [48][ 900/5005] lr: 8.6886e-02 eta: 1 day, 4:51:45 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.5542 2022/12/06 20:19:39 - mmengine - INFO - Epoch(train) [48][1000/5005] lr: 8.6876e-02 eta: 1 day, 4:51:32 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.3835 2022/12/06 20:19:53 - mmengine - INFO - Epoch(train) [48][1100/5005] lr: 8.6865e-02 eta: 1 day, 4:51:18 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.7649 2022/12/06 20:20:06 - mmengine - INFO - Epoch(train) [48][1200/5005] lr: 8.6855e-02 eta: 1 day, 4:51:05 time: 0.1366 data_time: 0.0015 memory: 4390 loss: 3.5397 2022/12/06 20:20:20 - mmengine - INFO - Epoch(train) [48][1300/5005] lr: 8.6844e-02 eta: 1 day, 4:50:51 time: 0.1364 data_time: 0.0015 memory: 4390 loss: 3.5991 2022/12/06 20:20:34 - mmengine - INFO - Epoch(train) [48][1400/5005] lr: 8.6833e-02 eta: 1 day, 4:50:38 time: 0.1362 data_time: 0.0015 memory: 4390 loss: 3.6317 2022/12/06 20:20:48 - mmengine - INFO - Epoch(train) [48][1500/5005] lr: 8.6823e-02 eta: 1 day, 4:50:25 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.4681 2022/12/06 20:21:01 - mmengine - INFO - Epoch(train) [48][1600/5005] lr: 8.6812e-02 eta: 1 day, 4:50:11 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.4144 2022/12/06 20:21:15 - mmengine - INFO - Epoch(train) [48][1700/5005] lr: 8.6802e-02 eta: 1 day, 4:49:58 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.3488 2022/12/06 20:21:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:21:29 - mmengine - INFO - Epoch(train) [48][1800/5005] lr: 8.6791e-02 eta: 1 day, 4:49:45 time: 0.1433 data_time: 0.0012 memory: 4390 loss: 3.7203 2022/12/06 20:21:42 - mmengine - INFO - Epoch(train) [48][1900/5005] lr: 8.6780e-02 eta: 1 day, 4:49:32 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.2408 2022/12/06 20:21:56 - mmengine - INFO - Epoch(train) [48][2000/5005] lr: 8.6770e-02 eta: 1 day, 4:49:18 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.4629 2022/12/06 20:22:09 - mmengine - INFO - Epoch(train) [48][2100/5005] lr: 8.6759e-02 eta: 1 day, 4:49:04 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.6223 2022/12/06 20:22:23 - mmengine - INFO - Epoch(train) [48][2200/5005] lr: 8.6748e-02 eta: 1 day, 4:48:50 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.5760 2022/12/06 20:22:37 - mmengine - INFO - Epoch(train) [48][2300/5005] lr: 8.6738e-02 eta: 1 day, 4:48:37 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.0502 2022/12/06 20:22:50 - mmengine - INFO - Epoch(train) [48][2400/5005] lr: 8.6727e-02 eta: 1 day, 4:48:23 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.8107 2022/12/06 20:23:04 - mmengine - INFO - Epoch(train) [48][2500/5005] lr: 8.6716e-02 eta: 1 day, 4:48:10 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.5803 2022/12/06 20:23:18 - mmengine - INFO - Epoch(train) [48][2600/5005] lr: 8.6706e-02 eta: 1 day, 4:47:56 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.6392 2022/12/06 20:23:31 - mmengine - INFO - Epoch(train) [48][2700/5005] lr: 8.6695e-02 eta: 1 day, 4:47:42 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.4664 2022/12/06 20:23:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:23:45 - mmengine - INFO - Epoch(train) [48][2800/5005] lr: 8.6685e-02 eta: 1 day, 4:47:29 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.3286 2022/12/06 20:23:58 - mmengine - INFO - Epoch(train) [48][2900/5005] lr: 8.6674e-02 eta: 1 day, 4:47:15 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.9835 2022/12/06 20:24:12 - mmengine - INFO - Epoch(train) [48][3000/5005] lr: 8.6663e-02 eta: 1 day, 4:47:01 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.5333 2022/12/06 20:24:26 - mmengine - INFO - Epoch(train) [48][3100/5005] lr: 8.6653e-02 eta: 1 day, 4:46:48 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.6928 2022/12/06 20:24:39 - mmengine - INFO - Epoch(train) [48][3200/5005] lr: 8.6642e-02 eta: 1 day, 4:46:34 time: 0.1403 data_time: 0.0012 memory: 4390 loss: 3.7003 2022/12/06 20:24:53 - mmengine - INFO - Epoch(train) [48][3300/5005] lr: 8.6631e-02 eta: 1 day, 4:46:21 time: 0.1352 data_time: 0.0012 memory: 4390 loss: 3.1484 2022/12/06 20:25:06 - mmengine - INFO - Epoch(train) [48][3400/5005] lr: 8.6620e-02 eta: 1 day, 4:46:07 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.7531 2022/12/06 20:25:20 - mmengine - INFO - Epoch(train) [48][3500/5005] lr: 8.6610e-02 eta: 1 day, 4:45:54 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 3.2113 2022/12/06 20:25:34 - mmengine - INFO - Epoch(train) [48][3600/5005] lr: 8.6599e-02 eta: 1 day, 4:45:40 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.5745 2022/12/06 20:25:47 - mmengine - INFO - Epoch(train) [48][3700/5005] lr: 8.6588e-02 eta: 1 day, 4:45:27 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 3.7063 2022/12/06 20:25:56 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:26:01 - mmengine - INFO - Epoch(train) [48][3800/5005] lr: 8.6578e-02 eta: 1 day, 4:45:14 time: 0.1355 data_time: 0.0014 memory: 4390 loss: 3.7134 2022/12/06 20:26:15 - mmengine - INFO - Epoch(train) [48][3900/5005] lr: 8.6567e-02 eta: 1 day, 4:45:00 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.7983 2022/12/06 20:26:28 - mmengine - INFO - Epoch(train) [48][4000/5005] lr: 8.6556e-02 eta: 1 day, 4:44:46 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.6794 2022/12/06 20:26:42 - mmengine - INFO - Epoch(train) [48][4100/5005] lr: 8.6546e-02 eta: 1 day, 4:44:33 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.3541 2022/12/06 20:26:56 - mmengine - INFO - Epoch(train) [48][4200/5005] lr: 8.6535e-02 eta: 1 day, 4:44:20 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.6251 2022/12/06 20:27:09 - mmengine - INFO - Epoch(train) [48][4300/5005] lr: 8.6524e-02 eta: 1 day, 4:44:06 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.2134 2022/12/06 20:27:23 - mmengine - INFO - Epoch(train) [48][4400/5005] lr: 8.6513e-02 eta: 1 day, 4:43:52 time: 0.1365 data_time: 0.0012 memory: 4390 loss: 3.6145 2022/12/06 20:27:37 - mmengine - INFO - Epoch(train) [48][4500/5005] lr: 8.6503e-02 eta: 1 day, 4:43:39 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.6643 2022/12/06 20:27:50 - mmengine - INFO - Epoch(train) [48][4600/5005] lr: 8.6492e-02 eta: 1 day, 4:43:26 time: 0.1362 data_time: 0.0012 memory: 4390 loss: 3.8516 2022/12/06 20:28:04 - mmengine - INFO - Epoch(train) [48][4700/5005] lr: 8.6481e-02 eta: 1 day, 4:43:12 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.2233 2022/12/06 20:28:13 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:28:18 - mmengine - INFO - Epoch(train) [48][4800/5005] lr: 8.6471e-02 eta: 1 day, 4:42:59 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.5245 2022/12/06 20:28:31 - mmengine - INFO - Epoch(train) [48][4900/5005] lr: 8.6460e-02 eta: 1 day, 4:42:45 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.4652 2022/12/06 20:28:45 - mmengine - INFO - Epoch(train) [48][5000/5005] lr: 8.6449e-02 eta: 1 day, 4:42:32 time: 0.1367 data_time: 0.0022 memory: 4390 loss: 3.8057 2022/12/06 20:28:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:28:46 - mmengine - INFO - Saving checkpoint at 48 epochs 2022/12/06 20:28:56 - mmengine - INFO - Epoch(val) [48][100/196] eta: 0:00:08 time: 0.0845 data_time: 0.0536 memory: 4390 2022/12/06 20:29:16 - mmengine - INFO - Epoch(val) [48][196/196] accuracy/top1: 62.3600 accuracy/top5: 85.2980 2022/12/06 20:29:30 - mmengine - INFO - Epoch(train) [49][ 100/5005] lr: 8.6438e-02 eta: 1 day, 4:42:19 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.8452 2022/12/06 20:29:44 - mmengine - INFO - Epoch(train) [49][ 200/5005] lr: 8.6427e-02 eta: 1 day, 4:42:05 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.3743 2022/12/06 20:29:57 - mmengine - INFO - Epoch(train) [49][ 300/5005] lr: 8.6416e-02 eta: 1 day, 4:41:52 time: 0.1355 data_time: 0.0014 memory: 4390 loss: 3.8156 2022/12/06 20:30:11 - mmengine - INFO - Epoch(train) [49][ 400/5005] lr: 8.6406e-02 eta: 1 day, 4:41:38 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.4191 2022/12/06 20:30:24 - mmengine - INFO - Epoch(train) [49][ 500/5005] lr: 8.6395e-02 eta: 1 day, 4:41:24 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.3430 2022/12/06 20:30:38 - mmengine - INFO - Epoch(train) [49][ 600/5005] lr: 8.6384e-02 eta: 1 day, 4:41:11 time: 0.1370 data_time: 0.0012 memory: 4390 loss: 3.5403 2022/12/06 20:30:52 - mmengine - INFO - Epoch(train) [49][ 700/5005] lr: 8.6373e-02 eta: 1 day, 4:40:58 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.6957 2022/12/06 20:31:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:31:06 - mmengine - INFO - Epoch(train) [49][ 800/5005] lr: 8.6362e-02 eta: 1 day, 4:40:44 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.9288 2022/12/06 20:31:19 - mmengine - INFO - Epoch(train) [49][ 900/5005] lr: 8.6352e-02 eta: 1 day, 4:40:31 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.8540 2022/12/06 20:31:33 - mmengine - INFO - Epoch(train) [49][1000/5005] lr: 8.6341e-02 eta: 1 day, 4:40:17 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.9023 2022/12/06 20:31:46 - mmengine - INFO - Epoch(train) [49][1100/5005] lr: 8.6330e-02 eta: 1 day, 4:40:04 time: 0.1359 data_time: 0.0014 memory: 4390 loss: 3.9096 2022/12/06 20:32:00 - mmengine - INFO - Epoch(train) [49][1200/5005] lr: 8.6319e-02 eta: 1 day, 4:39:50 time: 0.1370 data_time: 0.0012 memory: 4390 loss: 3.6189 2022/12/06 20:32:14 - mmengine - INFO - Epoch(train) [49][1300/5005] lr: 8.6309e-02 eta: 1 day, 4:39:37 time: 0.1361 data_time: 0.0015 memory: 4390 loss: 3.5582 2022/12/06 20:32:27 - mmengine - INFO - Epoch(train) [49][1400/5005] lr: 8.6298e-02 eta: 1 day, 4:39:23 time: 0.1350 data_time: 0.0014 memory: 4390 loss: 3.4545 2022/12/06 20:32:41 - mmengine - INFO - Epoch(train) [49][1500/5005] lr: 8.6287e-02 eta: 1 day, 4:39:10 time: 0.1356 data_time: 0.0015 memory: 4390 loss: 4.0492 2022/12/06 20:32:55 - mmengine - INFO - Epoch(train) [49][1600/5005] lr: 8.6276e-02 eta: 1 day, 4:38:56 time: 0.1362 data_time: 0.0014 memory: 4390 loss: 3.4198 2022/12/06 20:33:08 - mmengine - INFO - Epoch(train) [49][1700/5005] lr: 8.6265e-02 eta: 1 day, 4:38:42 time: 0.1351 data_time: 0.0013 memory: 4390 loss: 4.2313 2022/12/06 20:33:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:33:22 - mmengine - INFO - Epoch(train) [49][1800/5005] lr: 8.6255e-02 eta: 1 day, 4:38:29 time: 0.1354 data_time: 0.0015 memory: 4390 loss: 2.9340 2022/12/06 20:33:35 - mmengine - INFO - Epoch(train) [49][1900/5005] lr: 8.6244e-02 eta: 1 day, 4:38:15 time: 0.1353 data_time: 0.0014 memory: 4390 loss: 3.3317 2022/12/06 20:33:49 - mmengine - INFO - Epoch(train) [49][2000/5005] lr: 8.6233e-02 eta: 1 day, 4:38:02 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.4336 2022/12/06 20:34:03 - mmengine - INFO - Epoch(train) [49][2100/5005] lr: 8.6222e-02 eta: 1 day, 4:37:48 time: 0.1352 data_time: 0.0015 memory: 4390 loss: 3.7306 2022/12/06 20:34:17 - mmengine - INFO - Epoch(train) [49][2200/5005] lr: 8.6211e-02 eta: 1 day, 4:37:35 time: 0.1356 data_time: 0.0014 memory: 4390 loss: 3.6298 2022/12/06 20:34:30 - mmengine - INFO - Epoch(train) [49][2300/5005] lr: 8.6201e-02 eta: 1 day, 4:37:21 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.7729 2022/12/06 20:34:44 - mmengine - INFO - Epoch(train) [49][2400/5005] lr: 8.6190e-02 eta: 1 day, 4:37:08 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.4830 2022/12/06 20:34:57 - mmengine - INFO - Epoch(train) [49][2500/5005] lr: 8.6179e-02 eta: 1 day, 4:36:54 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.3160 2022/12/06 20:35:11 - mmengine - INFO - Epoch(train) [49][2600/5005] lr: 8.6168e-02 eta: 1 day, 4:36:41 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.3058 2022/12/06 20:35:25 - mmengine - INFO - Epoch(train) [49][2700/5005] lr: 8.6157e-02 eta: 1 day, 4:36:27 time: 0.1353 data_time: 0.0012 memory: 4390 loss: 3.5446 2022/12/06 20:35:33 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:35:38 - mmengine - INFO - Epoch(train) [49][2800/5005] lr: 8.6146e-02 eta: 1 day, 4:36:14 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.3596 2022/12/06 20:35:52 - mmengine - INFO - Epoch(train) [49][2900/5005] lr: 8.6136e-02 eta: 1 day, 4:36:00 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.9191 2022/12/06 20:36:06 - mmengine - INFO - Epoch(train) [49][3000/5005] lr: 8.6125e-02 eta: 1 day, 4:35:47 time: 0.1354 data_time: 0.0013 memory: 4390 loss: 3.4791 2022/12/06 20:36:19 - mmengine - INFO - Epoch(train) [49][3100/5005] lr: 8.6114e-02 eta: 1 day, 4:35:33 time: 0.1355 data_time: 0.0014 memory: 4390 loss: 2.9983 2022/12/06 20:36:33 - mmengine - INFO - Epoch(train) [49][3200/5005] lr: 8.6103e-02 eta: 1 day, 4:35:19 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.8869 2022/12/06 20:36:47 - mmengine - INFO - Epoch(train) [49][3300/5005] lr: 8.6092e-02 eta: 1 day, 4:35:06 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.8335 2022/12/06 20:37:00 - mmengine - INFO - Epoch(train) [49][3400/5005] lr: 8.6081e-02 eta: 1 day, 4:34:52 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 3.3668 2022/12/06 20:37:14 - mmengine - INFO - Epoch(train) [49][3500/5005] lr: 8.6070e-02 eta: 1 day, 4:34:39 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.5671 2022/12/06 20:37:28 - mmengine - INFO - Epoch(train) [49][3600/5005] lr: 8.6060e-02 eta: 1 day, 4:34:26 time: 0.1353 data_time: 0.0013 memory: 4390 loss: 3.6163 2022/12/06 20:37:41 - mmengine - INFO - Epoch(train) [49][3700/5005] lr: 8.6049e-02 eta: 1 day, 4:34:12 time: 0.1352 data_time: 0.0013 memory: 4390 loss: 3.1843 2022/12/06 20:37:49 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:37:55 - mmengine - INFO - Epoch(train) [49][3800/5005] lr: 8.6038e-02 eta: 1 day, 4:33:58 time: 0.1361 data_time: 0.0014 memory: 4390 loss: 3.5131 2022/12/06 20:38:09 - mmengine - INFO - Epoch(train) [49][3900/5005] lr: 8.6027e-02 eta: 1 day, 4:33:45 time: 0.1351 data_time: 0.0012 memory: 4390 loss: 3.4844 2022/12/06 20:38:22 - mmengine - INFO - Epoch(train) [49][4000/5005] lr: 8.6016e-02 eta: 1 day, 4:33:31 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 4.1222 2022/12/06 20:38:36 - mmengine - INFO - Epoch(train) [49][4100/5005] lr: 8.6005e-02 eta: 1 day, 4:33:18 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.6019 2022/12/06 20:38:50 - mmengine - INFO - Epoch(train) [49][4200/5005] lr: 8.5994e-02 eta: 1 day, 4:33:05 time: 0.1362 data_time: 0.0014 memory: 4390 loss: 3.7580 2022/12/06 20:39:03 - mmengine - INFO - Epoch(train) [49][4300/5005] lr: 8.5983e-02 eta: 1 day, 4:32:52 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.0293 2022/12/06 20:39:17 - mmengine - INFO - Epoch(train) [49][4400/5005] lr: 8.5972e-02 eta: 1 day, 4:32:38 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 4.1346 2022/12/06 20:39:31 - mmengine - INFO - Epoch(train) [49][4500/5005] lr: 8.5962e-02 eta: 1 day, 4:32:25 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.0492 2022/12/06 20:39:44 - mmengine - INFO - Epoch(train) [49][4600/5005] lr: 8.5951e-02 eta: 1 day, 4:32:12 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.6108 2022/12/06 20:39:58 - mmengine - INFO - Epoch(train) [49][4700/5005] lr: 8.5940e-02 eta: 1 day, 4:31:58 time: 0.1373 data_time: 0.0013 memory: 4390 loss: 3.5085 2022/12/06 20:40:06 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:40:12 - mmengine - INFO - Epoch(train) [49][4800/5005] lr: 8.5929e-02 eta: 1 day, 4:31:45 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.4964 2022/12/06 20:40:26 - mmengine - INFO - Epoch(train) [49][4900/5005] lr: 8.5918e-02 eta: 1 day, 4:31:31 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.5725 2022/12/06 20:40:39 - mmengine - INFO - Epoch(train) [49][5000/5005] lr: 8.5907e-02 eta: 1 day, 4:31:18 time: 0.1368 data_time: 0.0022 memory: 4390 loss: 3.9728 2022/12/06 20:40:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:40:40 - mmengine - INFO - Saving checkpoint at 49 epochs 2022/12/06 20:40:51 - mmengine - INFO - Epoch(val) [49][100/196] eta: 0:00:08 time: 0.0885 data_time: 0.0577 memory: 4390 2022/12/06 20:41:10 - mmengine - INFO - Epoch(val) [49][196/196] accuracy/top1: 62.9760 accuracy/top5: 85.9720 2022/12/06 20:41:24 - mmengine - INFO - Epoch(train) [50][ 100/5005] lr: 8.5896e-02 eta: 1 day, 4:31:06 time: 0.1363 data_time: 0.0015 memory: 4390 loss: 3.9020 2022/12/06 20:41:38 - mmengine - INFO - Epoch(train) [50][ 200/5005] lr: 8.5885e-02 eta: 1 day, 4:30:52 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.4507 2022/12/06 20:41:52 - mmengine - INFO - Epoch(train) [50][ 300/5005] lr: 8.5874e-02 eta: 1 day, 4:30:39 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.5176 2022/12/06 20:42:05 - mmengine - INFO - Epoch(train) [50][ 400/5005] lr: 8.5863e-02 eta: 1 day, 4:30:25 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.6781 2022/12/06 20:42:19 - mmengine - INFO - Epoch(train) [50][ 500/5005] lr: 8.5852e-02 eta: 1 day, 4:30:11 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.4016 2022/12/06 20:42:33 - mmengine - INFO - Epoch(train) [50][ 600/5005] lr: 8.5841e-02 eta: 1 day, 4:29:58 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.5600 2022/12/06 20:42:46 - mmengine - INFO - Epoch(train) [50][ 700/5005] lr: 8.5830e-02 eta: 1 day, 4:29:45 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.3102 2022/12/06 20:42:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:43:00 - mmengine - INFO - Epoch(train) [50][ 800/5005] lr: 8.5819e-02 eta: 1 day, 4:29:31 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.4321 2022/12/06 20:43:14 - mmengine - INFO - Epoch(train) [50][ 900/5005] lr: 8.5808e-02 eta: 1 day, 4:29:18 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.1689 2022/12/06 20:43:27 - mmengine - INFO - Epoch(train) [50][1000/5005] lr: 8.5797e-02 eta: 1 day, 4:29:04 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 3.4608 2022/12/06 20:43:41 - mmengine - INFO - Epoch(train) [50][1100/5005] lr: 8.5786e-02 eta: 1 day, 4:28:51 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.2501 2022/12/06 20:43:55 - mmengine - INFO - Epoch(train) [50][1200/5005] lr: 8.5775e-02 eta: 1 day, 4:28:37 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.7326 2022/12/06 20:44:08 - mmengine - INFO - Epoch(train) [50][1300/5005] lr: 8.5764e-02 eta: 1 day, 4:28:24 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.5764 2022/12/06 20:44:22 - mmengine - INFO - Epoch(train) [50][1400/5005] lr: 8.5753e-02 eta: 1 day, 4:28:11 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.6157 2022/12/06 20:44:36 - mmengine - INFO - Epoch(train) [50][1500/5005] lr: 8.5742e-02 eta: 1 day, 4:27:57 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.5333 2022/12/06 20:44:49 - mmengine - INFO - Epoch(train) [50][1600/5005] lr: 8.5731e-02 eta: 1 day, 4:27:43 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.0437 2022/12/06 20:45:03 - mmengine - INFO - Epoch(train) [50][1700/5005] lr: 8.5720e-02 eta: 1 day, 4:27:30 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.0584 2022/12/06 20:45:10 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:45:16 - mmengine - INFO - Epoch(train) [50][1800/5005] lr: 8.5709e-02 eta: 1 day, 4:27:16 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.6262 2022/12/06 20:45:30 - mmengine - INFO - Epoch(train) [50][1900/5005] lr: 8.5698e-02 eta: 1 day, 4:27:03 time: 0.1360 data_time: 0.0014 memory: 4390 loss: 3.5240 2022/12/06 20:45:44 - mmengine - INFO - Epoch(train) [50][2000/5005] lr: 8.5687e-02 eta: 1 day, 4:26:49 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.4928 2022/12/06 20:45:58 - mmengine - INFO - Epoch(train) [50][2100/5005] lr: 8.5676e-02 eta: 1 day, 4:26:36 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.4628 2022/12/06 20:46:11 - mmengine - INFO - Epoch(train) [50][2200/5005] lr: 8.5665e-02 eta: 1 day, 4:26:22 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.6069 2022/12/06 20:46:25 - mmengine - INFO - Epoch(train) [50][2300/5005] lr: 8.5654e-02 eta: 1 day, 4:26:09 time: 0.1359 data_time: 0.0014 memory: 4390 loss: 3.3136 2022/12/06 20:46:38 - mmengine - INFO - Epoch(train) [50][2400/5005] lr: 8.5643e-02 eta: 1 day, 4:25:55 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.3024 2022/12/06 20:46:52 - mmengine - INFO - Epoch(train) [50][2500/5005] lr: 8.5632e-02 eta: 1 day, 4:25:42 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.1214 2022/12/06 20:47:06 - mmengine - INFO - Epoch(train) [50][2600/5005] lr: 8.5621e-02 eta: 1 day, 4:25:29 time: 0.1357 data_time: 0.0014 memory: 4390 loss: 3.6273 2022/12/06 20:47:19 - mmengine - INFO - Epoch(train) [50][2700/5005] lr: 8.5610e-02 eta: 1 day, 4:25:15 time: 0.1362 data_time: 0.0015 memory: 4390 loss: 3.1002 2022/12/06 20:47:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:47:33 - mmengine - INFO - Epoch(train) [50][2800/5005] lr: 8.5599e-02 eta: 1 day, 4:25:02 time: 0.1368 data_time: 0.0016 memory: 4390 loss: 3.0745 2022/12/06 20:47:47 - mmengine - INFO - Epoch(train) [50][2900/5005] lr: 8.5588e-02 eta: 1 day, 4:24:49 time: 0.1358 data_time: 0.0014 memory: 4390 loss: 3.6693 2022/12/06 20:48:01 - mmengine - INFO - Epoch(train) [50][3000/5005] lr: 8.5577e-02 eta: 1 day, 4:24:35 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 3.5323 2022/12/06 20:48:14 - mmengine - INFO - Epoch(train) [50][3100/5005] lr: 8.5566e-02 eta: 1 day, 4:24:22 time: 0.1359 data_time: 0.0016 memory: 4390 loss: 3.7073 2022/12/06 20:48:28 - mmengine - INFO - Epoch(train) [50][3200/5005] lr: 8.5555e-02 eta: 1 day, 4:24:08 time: 0.1364 data_time: 0.0015 memory: 4390 loss: 4.0834 2022/12/06 20:48:42 - mmengine - INFO - Epoch(train) [50][3300/5005] lr: 8.5544e-02 eta: 1 day, 4:23:55 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.3115 2022/12/06 20:48:55 - mmengine - INFO - Epoch(train) [50][3400/5005] lr: 8.5533e-02 eta: 1 day, 4:23:42 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.8745 2022/12/06 20:49:09 - mmengine - INFO - Epoch(train) [50][3500/5005] lr: 8.5522e-02 eta: 1 day, 4:23:28 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.6494 2022/12/06 20:49:23 - mmengine - INFO - Epoch(train) [50][3600/5005] lr: 8.5511e-02 eta: 1 day, 4:23:15 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.2751 2022/12/06 20:49:36 - mmengine - INFO - Epoch(train) [50][3700/5005] lr: 8.5500e-02 eta: 1 day, 4:23:01 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 3.7572 2022/12/06 20:49:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:49:50 - mmengine - INFO - Epoch(train) [50][3800/5005] lr: 8.5489e-02 eta: 1 day, 4:22:48 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.3147 2022/12/06 20:50:04 - mmengine - INFO - Epoch(train) [50][3900/5005] lr: 8.5478e-02 eta: 1 day, 4:22:35 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.9468 2022/12/06 20:50:18 - mmengine - INFO - Epoch(train) [50][4000/5005] lr: 8.5467e-02 eta: 1 day, 4:22:21 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.0884 2022/12/06 20:50:31 - mmengine - INFO - Epoch(train) [50][4100/5005] lr: 8.5456e-02 eta: 1 day, 4:22:08 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.4419 2022/12/06 20:50:45 - mmengine - INFO - Epoch(train) [50][4200/5005] lr: 8.5445e-02 eta: 1 day, 4:21:54 time: 0.1366 data_time: 0.0012 memory: 4390 loss: 3.7256 2022/12/06 20:50:59 - mmengine - INFO - Epoch(train) [50][4300/5005] lr: 8.5434e-02 eta: 1 day, 4:21:41 time: 0.1447 data_time: 0.0014 memory: 4390 loss: 3.4909 2022/12/06 20:51:12 - mmengine - INFO - Epoch(train) [50][4400/5005] lr: 8.5423e-02 eta: 1 day, 4:21:28 time: 0.1360 data_time: 0.0015 memory: 4390 loss: 4.1147 2022/12/06 20:51:26 - mmengine - INFO - Epoch(train) [50][4500/5005] lr: 8.5411e-02 eta: 1 day, 4:21:14 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.6321 2022/12/06 20:51:40 - mmengine - INFO - Epoch(train) [50][4600/5005] lr: 8.5400e-02 eta: 1 day, 4:21:01 time: 0.1442 data_time: 0.0013 memory: 4390 loss: 3.6034 2022/12/06 20:51:54 - mmengine - INFO - Epoch(train) [50][4700/5005] lr: 8.5389e-02 eta: 1 day, 4:20:48 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.8232 2022/12/06 20:52:01 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:52:07 - mmengine - INFO - Epoch(train) [50][4800/5005] lr: 8.5378e-02 eta: 1 day, 4:20:35 time: 0.1376 data_time: 0.0013 memory: 4390 loss: 3.6844 2022/12/06 20:52:21 - mmengine - INFO - Epoch(train) [50][4900/5005] lr: 8.5367e-02 eta: 1 day, 4:20:21 time: 0.1372 data_time: 0.0012 memory: 4390 loss: 3.4059 2022/12/06 20:52:35 - mmengine - INFO - Epoch(train) [50][5000/5005] lr: 8.5356e-02 eta: 1 day, 4:20:08 time: 0.1377 data_time: 0.0022 memory: 4390 loss: 3.4244 2022/12/06 20:52:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:52:35 - mmengine - INFO - Saving checkpoint at 50 epochs 2022/12/06 20:52:46 - mmengine - INFO - Epoch(val) [50][100/196] eta: 0:00:08 time: 0.0879 data_time: 0.0574 memory: 4390 2022/12/06 20:53:05 - mmengine - INFO - Epoch(val) [50][196/196] accuracy/top1: 61.0640 accuracy/top5: 84.3100 2022/12/06 20:53:20 - mmengine - INFO - Epoch(train) [51][ 100/5005] lr: 8.5344e-02 eta: 1 day, 4:19:56 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.2529 2022/12/06 20:53:33 - mmengine - INFO - Epoch(train) [51][ 200/5005] lr: 8.5333e-02 eta: 1 day, 4:19:43 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 3.4417 2022/12/06 20:53:47 - mmengine - INFO - Epoch(train) [51][ 300/5005] lr: 8.5322e-02 eta: 1 day, 4:19:29 time: 0.1362 data_time: 0.0012 memory: 4390 loss: 3.4473 2022/12/06 20:54:01 - mmengine - INFO - Epoch(train) [51][ 400/5005] lr: 8.5311e-02 eta: 1 day, 4:19:16 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.6225 2022/12/06 20:54:15 - mmengine - INFO - Epoch(train) [51][ 500/5005] lr: 8.5300e-02 eta: 1 day, 4:19:02 time: 0.1427 data_time: 0.0012 memory: 4390 loss: 3.2488 2022/12/06 20:54:28 - mmengine - INFO - Epoch(train) [51][ 600/5005] lr: 8.5289e-02 eta: 1 day, 4:18:49 time: 0.1363 data_time: 0.0014 memory: 4390 loss: 3.6338 2022/12/06 20:54:42 - mmengine - INFO - Epoch(train) [51][ 700/5005] lr: 8.5278e-02 eta: 1 day, 4:18:36 time: 0.1391 data_time: 0.0013 memory: 4390 loss: 3.3653 2022/12/06 20:54:49 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:54:56 - mmengine - INFO - Epoch(train) [51][ 800/5005] lr: 8.5267e-02 eta: 1 day, 4:18:23 time: 0.1370 data_time: 0.0013 memory: 4390 loss: 3.0291 2022/12/06 20:55:10 - mmengine - INFO - Epoch(train) [51][ 900/5005] lr: 8.5255e-02 eta: 1 day, 4:18:10 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.4767 2022/12/06 20:55:23 - mmengine - INFO - Epoch(train) [51][1000/5005] lr: 8.5244e-02 eta: 1 day, 4:17:56 time: 0.1359 data_time: 0.0014 memory: 4390 loss: 3.4993 2022/12/06 20:55:37 - mmengine - INFO - Epoch(train) [51][1100/5005] lr: 8.5233e-02 eta: 1 day, 4:17:43 time: 0.1361 data_time: 0.0015 memory: 4390 loss: 3.3660 2022/12/06 20:55:51 - mmengine - INFO - Epoch(train) [51][1200/5005] lr: 8.5222e-02 eta: 1 day, 4:17:29 time: 0.1372 data_time: 0.0013 memory: 4390 loss: 3.5681 2022/12/06 20:56:04 - mmengine - INFO - Epoch(train) [51][1300/5005] lr: 8.5211e-02 eta: 1 day, 4:17:16 time: 0.1471 data_time: 0.0012 memory: 4390 loss: 3.2394 2022/12/06 20:56:18 - mmengine - INFO - Epoch(train) [51][1400/5005] lr: 8.5200e-02 eta: 1 day, 4:17:03 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.5714 2022/12/06 20:56:32 - mmengine - INFO - Epoch(train) [51][1500/5005] lr: 8.5189e-02 eta: 1 day, 4:16:49 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.0719 2022/12/06 20:56:45 - mmengine - INFO - Epoch(train) [51][1600/5005] lr: 8.5177e-02 eta: 1 day, 4:16:36 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.5383 2022/12/06 20:56:59 - mmengine - INFO - Epoch(train) [51][1700/5005] lr: 8.5166e-02 eta: 1 day, 4:16:23 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.4517 2022/12/06 20:57:06 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:57:13 - mmengine - INFO - Epoch(train) [51][1800/5005] lr: 8.5155e-02 eta: 1 day, 4:16:09 time: 0.1366 data_time: 0.0017 memory: 4390 loss: 3.4649 2022/12/06 20:57:27 - mmengine - INFO - Epoch(train) [51][1900/5005] lr: 8.5144e-02 eta: 1 day, 4:15:56 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.1808 2022/12/06 20:57:40 - mmengine - INFO - Epoch(train) [51][2000/5005] lr: 8.5133e-02 eta: 1 day, 4:15:42 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.5620 2022/12/06 20:57:54 - mmengine - INFO - Epoch(train) [51][2100/5005] lr: 8.5122e-02 eta: 1 day, 4:15:29 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.5506 2022/12/06 20:58:08 - mmengine - INFO - Epoch(train) [51][2200/5005] lr: 8.5110e-02 eta: 1 day, 4:15:16 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.2077 2022/12/06 20:58:21 - mmengine - INFO - Epoch(train) [51][2300/5005] lr: 8.5099e-02 eta: 1 day, 4:15:02 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.7505 2022/12/06 20:58:35 - mmengine - INFO - Epoch(train) [51][2400/5005] lr: 8.5088e-02 eta: 1 day, 4:14:49 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.3043 2022/12/06 20:58:49 - mmengine - INFO - Epoch(train) [51][2500/5005] lr: 8.5077e-02 eta: 1 day, 4:14:35 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.5917 2022/12/06 20:59:02 - mmengine - INFO - Epoch(train) [51][2600/5005] lr: 8.5066e-02 eta: 1 day, 4:14:22 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.3632 2022/12/06 20:59:16 - mmengine - INFO - Epoch(train) [51][2700/5005] lr: 8.5055e-02 eta: 1 day, 4:14:09 time: 0.1415 data_time: 0.0012 memory: 4390 loss: 3.0570 2022/12/06 20:59:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 20:59:30 - mmengine - INFO - Epoch(train) [51][2800/5005] lr: 8.5043e-02 eta: 1 day, 4:13:55 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.4745 2022/12/06 20:59:43 - mmengine - INFO - Epoch(train) [51][2900/5005] lr: 8.5032e-02 eta: 1 day, 4:13:42 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 3.3892 2022/12/06 20:59:57 - mmengine - INFO - Epoch(train) [51][3000/5005] lr: 8.5021e-02 eta: 1 day, 4:13:29 time: 0.1365 data_time: 0.0012 memory: 4390 loss: 3.5674 2022/12/06 21:00:11 - mmengine - INFO - Epoch(train) [51][3100/5005] lr: 8.5010e-02 eta: 1 day, 4:13:15 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 3.6679 2022/12/06 21:00:25 - mmengine - INFO - Epoch(train) [51][3200/5005] lr: 8.4999e-02 eta: 1 day, 4:13:02 time: 0.1371 data_time: 0.0012 memory: 4390 loss: 3.7486 2022/12/06 21:00:38 - mmengine - INFO - Epoch(train) [51][3300/5005] lr: 8.4987e-02 eta: 1 day, 4:12:49 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.1789 2022/12/06 21:00:52 - mmengine - INFO - Epoch(train) [51][3400/5005] lr: 8.4976e-02 eta: 1 day, 4:12:35 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.4114 2022/12/06 21:01:06 - mmengine - INFO - Epoch(train) [51][3500/5005] lr: 8.4965e-02 eta: 1 day, 4:12:22 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 2.9459 2022/12/06 21:01:19 - mmengine - INFO - Epoch(train) [51][3600/5005] lr: 8.4954e-02 eta: 1 day, 4:12:08 time: 0.1355 data_time: 0.0014 memory: 4390 loss: 3.5698 2022/12/06 21:01:33 - mmengine - INFO - Epoch(train) [51][3700/5005] lr: 8.4943e-02 eta: 1 day, 4:11:54 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.6480 2022/12/06 21:01:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:01:46 - mmengine - INFO - Epoch(train) [51][3800/5005] lr: 8.4931e-02 eta: 1 day, 4:11:41 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.5044 2022/12/06 21:02:00 - mmengine - INFO - Epoch(train) [51][3900/5005] lr: 8.4920e-02 eta: 1 day, 4:11:28 time: 0.1427 data_time: 0.0013 memory: 4390 loss: 3.7632 2022/12/06 21:02:14 - mmengine - INFO - Epoch(train) [51][4000/5005] lr: 8.4909e-02 eta: 1 day, 4:11:14 time: 0.1368 data_time: 0.0013 memory: 4390 loss: 3.3700 2022/12/06 21:02:28 - mmengine - INFO - Epoch(train) [51][4100/5005] lr: 8.4898e-02 eta: 1 day, 4:11:01 time: 0.1379 data_time: 0.0013 memory: 4390 loss: 3.8144 2022/12/06 21:02:41 - mmengine - INFO - Epoch(train) [51][4200/5005] lr: 8.4886e-02 eta: 1 day, 4:10:48 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 4.0693 2022/12/06 21:02:55 - mmengine - INFO - Epoch(train) [51][4300/5005] lr: 8.4875e-02 eta: 1 day, 4:10:34 time: 0.1364 data_time: 0.0015 memory: 4390 loss: 3.7711 2022/12/06 21:03:09 - mmengine - INFO - Epoch(train) [51][4400/5005] lr: 8.4864e-02 eta: 1 day, 4:10:21 time: 0.1369 data_time: 0.0016 memory: 4390 loss: 3.7107 2022/12/06 21:03:23 - mmengine - INFO - Epoch(train) [51][4500/5005] lr: 8.4853e-02 eta: 1 day, 4:10:08 time: 0.1453 data_time: 0.0017 memory: 4390 loss: 3.3715 2022/12/06 21:03:36 - mmengine - INFO - Epoch(train) [51][4600/5005] lr: 8.4841e-02 eta: 1 day, 4:09:54 time: 0.1355 data_time: 0.0014 memory: 4390 loss: 3.0097 2022/12/06 21:03:50 - mmengine - INFO - Epoch(train) [51][4700/5005] lr: 8.4830e-02 eta: 1 day, 4:09:41 time: 0.1366 data_time: 0.0015 memory: 4390 loss: 3.4169 2022/12/06 21:03:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:04:04 - mmengine - INFO - Epoch(train) [51][4800/5005] lr: 8.4819e-02 eta: 1 day, 4:09:27 time: 0.1384 data_time: 0.0013 memory: 4390 loss: 3.3148 2022/12/06 21:04:17 - mmengine - INFO - Epoch(train) [51][4900/5005] lr: 8.4808e-02 eta: 1 day, 4:09:14 time: 0.1367 data_time: 0.0012 memory: 4390 loss: 4.0364 2022/12/06 21:04:31 - mmengine - INFO - Epoch(train) [51][5000/5005] lr: 8.4796e-02 eta: 1 day, 4:09:01 time: 0.1383 data_time: 0.0022 memory: 4390 loss: 3.4406 2022/12/06 21:04:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:04:32 - mmengine - INFO - Saving checkpoint at 51 epochs 2022/12/06 21:04:43 - mmengine - INFO - Epoch(val) [51][100/196] eta: 0:00:08 time: 0.0826 data_time: 0.0515 memory: 4390 2022/12/06 21:05:02 - mmengine - INFO - Epoch(val) [51][196/196] accuracy/top1: 62.1960 accuracy/top5: 85.2860 2022/12/06 21:05:16 - mmengine - INFO - Epoch(train) [52][ 100/5005] lr: 8.4784e-02 eta: 1 day, 4:08:49 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 3.0605 2022/12/06 21:05:30 - mmengine - INFO - Epoch(train) [52][ 200/5005] lr: 8.4773e-02 eta: 1 day, 4:08:36 time: 0.1367 data_time: 0.0012 memory: 4390 loss: 3.3488 2022/12/06 21:05:44 - mmengine - INFO - Epoch(train) [52][ 300/5005] lr: 8.4762e-02 eta: 1 day, 4:08:23 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.5633 2022/12/06 21:05:58 - mmengine - INFO - Epoch(train) [52][ 400/5005] lr: 8.4751e-02 eta: 1 day, 4:08:09 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 3.3415 2022/12/06 21:06:11 - mmengine - INFO - Epoch(train) [52][ 500/5005] lr: 8.4739e-02 eta: 1 day, 4:07:56 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.4099 2022/12/06 21:06:25 - mmengine - INFO - Epoch(train) [52][ 600/5005] lr: 8.4728e-02 eta: 1 day, 4:07:42 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.7085 2022/12/06 21:06:39 - mmengine - INFO - Epoch(train) [52][ 700/5005] lr: 8.4717e-02 eta: 1 day, 4:07:29 time: 0.1370 data_time: 0.0013 memory: 4390 loss: 3.3969 2022/12/06 21:06:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:06:52 - mmengine - INFO - Epoch(train) [52][ 800/5005] lr: 8.4705e-02 eta: 1 day, 4:07:15 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.5983 2022/12/06 21:07:06 - mmengine - INFO - Epoch(train) [52][ 900/5005] lr: 8.4694e-02 eta: 1 day, 4:07:02 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.8460 2022/12/06 21:07:20 - mmengine - INFO - Epoch(train) [52][1000/5005] lr: 8.4683e-02 eta: 1 day, 4:06:49 time: 0.1359 data_time: 0.0014 memory: 4390 loss: 3.4857 2022/12/06 21:07:34 - mmengine - INFO - Epoch(train) [52][1100/5005] lr: 8.4672e-02 eta: 1 day, 4:06:36 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.4713 2022/12/06 21:07:47 - mmengine - INFO - Epoch(train) [52][1200/5005] lr: 8.4660e-02 eta: 1 day, 4:06:22 time: 0.1371 data_time: 0.0013 memory: 4390 loss: 3.6686 2022/12/06 21:08:01 - mmengine - INFO - Epoch(train) [52][1300/5005] lr: 8.4649e-02 eta: 1 day, 4:06:09 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.2768 2022/12/06 21:08:15 - mmengine - INFO - Epoch(train) [52][1400/5005] lr: 8.4638e-02 eta: 1 day, 4:05:56 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.6261 2022/12/06 21:08:29 - mmengine - INFO - Epoch(train) [52][1500/5005] lr: 8.4626e-02 eta: 1 day, 4:05:42 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.7142 2022/12/06 21:08:42 - mmengine - INFO - Epoch(train) [52][1600/5005] lr: 8.4615e-02 eta: 1 day, 4:05:29 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.2460 2022/12/06 21:08:56 - mmengine - INFO - Epoch(train) [52][1700/5005] lr: 8.4604e-02 eta: 1 day, 4:05:16 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.7689 2022/12/06 21:09:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:09:10 - mmengine - INFO - Epoch(train) [52][1800/5005] lr: 8.4592e-02 eta: 1 day, 4:05:02 time: 0.1372 data_time: 0.0012 memory: 4390 loss: 3.2861 2022/12/06 21:09:23 - mmengine - INFO - Epoch(train) [52][1900/5005] lr: 8.4581e-02 eta: 1 day, 4:04:49 time: 0.1373 data_time: 0.0013 memory: 4390 loss: 3.7026 2022/12/06 21:09:37 - mmengine - INFO - Epoch(train) [52][2000/5005] lr: 8.4570e-02 eta: 1 day, 4:04:36 time: 0.1372 data_time: 0.0013 memory: 4390 loss: 3.0453 2022/12/06 21:09:51 - mmengine - INFO - Epoch(train) [52][2100/5005] lr: 8.4558e-02 eta: 1 day, 4:04:22 time: 0.1371 data_time: 0.0013 memory: 4390 loss: 3.6731 2022/12/06 21:10:05 - mmengine - INFO - Epoch(train) [52][2200/5005] lr: 8.4547e-02 eta: 1 day, 4:04:10 time: 0.1462 data_time: 0.0013 memory: 4390 loss: 3.6696 2022/12/06 21:10:18 - mmengine - INFO - Epoch(train) [52][2300/5005] lr: 8.4536e-02 eta: 1 day, 4:03:56 time: 0.1369 data_time: 0.0013 memory: 4390 loss: 3.0935 2022/12/06 21:10:32 - mmengine - INFO - Epoch(train) [52][2400/5005] lr: 8.4524e-02 eta: 1 day, 4:03:43 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.2551 2022/12/06 21:10:46 - mmengine - INFO - Epoch(train) [52][2500/5005] lr: 8.4513e-02 eta: 1 day, 4:03:29 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.5742 2022/12/06 21:11:00 - mmengine - INFO - Epoch(train) [52][2600/5005] lr: 8.4502e-02 eta: 1 day, 4:03:17 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 4.1561 2022/12/06 21:11:14 - mmengine - INFO - Epoch(train) [52][2700/5005] lr: 8.4490e-02 eta: 1 day, 4:03:03 time: 0.1368 data_time: 0.0013 memory: 4390 loss: 3.3187 2022/12/06 21:11:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:11:27 - mmengine - INFO - Epoch(train) [52][2800/5005] lr: 8.4479e-02 eta: 1 day, 4:02:50 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.3037 2022/12/06 21:11:41 - mmengine - INFO - Epoch(train) [52][2900/5005] lr: 8.4468e-02 eta: 1 day, 4:02:36 time: 0.1367 data_time: 0.0016 memory: 4390 loss: 3.5962 2022/12/06 21:11:55 - mmengine - INFO - Epoch(train) [52][3000/5005] lr: 8.4456e-02 eta: 1 day, 4:02:23 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 2.9766 2022/12/06 21:12:08 - mmengine - INFO - Epoch(train) [52][3100/5005] lr: 8.4445e-02 eta: 1 day, 4:02:10 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.3531 2022/12/06 21:12:22 - mmengine - INFO - Epoch(train) [52][3200/5005] lr: 8.4433e-02 eta: 1 day, 4:01:56 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.5037 2022/12/06 21:12:36 - mmengine - INFO - Epoch(train) [52][3300/5005] lr: 8.4422e-02 eta: 1 day, 4:01:43 time: 0.1361 data_time: 0.0017 memory: 4390 loss: 3.2386 2022/12/06 21:12:49 - mmengine - INFO - Epoch(train) [52][3400/5005] lr: 8.4411e-02 eta: 1 day, 4:01:30 time: 0.1367 data_time: 0.0016 memory: 4390 loss: 3.7476 2022/12/06 21:13:03 - mmengine - INFO - Epoch(train) [52][3500/5005] lr: 8.4399e-02 eta: 1 day, 4:01:16 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.6464 2022/12/06 21:13:17 - mmengine - INFO - Epoch(train) [52][3600/5005] lr: 8.4388e-02 eta: 1 day, 4:01:03 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.8452 2022/12/06 21:13:30 - mmengine - INFO - Epoch(train) [52][3700/5005] lr: 8.4376e-02 eta: 1 day, 4:00:49 time: 0.1370 data_time: 0.0013 memory: 4390 loss: 3.6931 2022/12/06 21:13:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:13:44 - mmengine - INFO - Epoch(train) [52][3800/5005] lr: 8.4365e-02 eta: 1 day, 4:00:36 time: 0.1361 data_time: 0.0014 memory: 4390 loss: 3.5330 2022/12/06 21:13:58 - mmengine - INFO - Epoch(train) [52][3900/5005] lr: 8.4354e-02 eta: 1 day, 4:00:23 time: 0.1361 data_time: 0.0014 memory: 4390 loss: 3.5940 2022/12/06 21:14:12 - mmengine - INFO - Epoch(train) [52][4000/5005] lr: 8.4342e-02 eta: 1 day, 4:00:09 time: 0.1385 data_time: 0.0013 memory: 4390 loss: 3.3468 2022/12/06 21:14:25 - mmengine - INFO - Epoch(train) [52][4100/5005] lr: 8.4331e-02 eta: 1 day, 3:59:56 time: 0.1360 data_time: 0.0014 memory: 4390 loss: 3.6056 2022/12/06 21:14:39 - mmengine - INFO - Epoch(train) [52][4200/5005] lr: 8.4319e-02 eta: 1 day, 3:59:42 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 3.8321 2022/12/06 21:14:53 - mmengine - INFO - Epoch(train) [52][4300/5005] lr: 8.4308e-02 eta: 1 day, 3:59:29 time: 0.1382 data_time: 0.0013 memory: 4390 loss: 3.4674 2022/12/06 21:15:07 - mmengine - INFO - Epoch(train) [52][4400/5005] lr: 8.4297e-02 eta: 1 day, 3:59:16 time: 0.1362 data_time: 0.0014 memory: 4390 loss: 3.0666 2022/12/06 21:15:20 - mmengine - INFO - Epoch(train) [52][4500/5005] lr: 8.4285e-02 eta: 1 day, 3:59:03 time: 0.1370 data_time: 0.0013 memory: 4390 loss: 3.3619 2022/12/06 21:15:34 - mmengine - INFO - Epoch(train) [52][4600/5005] lr: 8.4274e-02 eta: 1 day, 3:58:49 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.7383 2022/12/06 21:15:48 - mmengine - INFO - Epoch(train) [52][4700/5005] lr: 8.4262e-02 eta: 1 day, 3:58:36 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 2.7450 2022/12/06 21:15:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:16:02 - mmengine - INFO - Epoch(train) [52][4800/5005] lr: 8.4251e-02 eta: 1 day, 3:58:23 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.1858 2022/12/06 21:16:15 - mmengine - INFO - Epoch(train) [52][4900/5005] lr: 8.4239e-02 eta: 1 day, 3:58:09 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.2536 2022/12/06 21:16:29 - mmengine - INFO - Epoch(train) [52][5000/5005] lr: 8.4228e-02 eta: 1 day, 3:57:56 time: 0.1372 data_time: 0.0017 memory: 4390 loss: 3.2412 2022/12/06 21:16:30 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:16:30 - mmengine - INFO - Saving checkpoint at 52 epochs 2022/12/06 21:16:40 - mmengine - INFO - Epoch(val) [52][100/196] eta: 0:00:08 time: 0.0836 data_time: 0.0527 memory: 4390 2022/12/06 21:16:59 - mmengine - INFO - Epoch(val) [52][196/196] accuracy/top1: 63.4720 accuracy/top5: 86.0440 2022/12/06 21:17:14 - mmengine - INFO - Epoch(train) [53][ 100/5005] lr: 8.4216e-02 eta: 1 day, 3:57:43 time: 0.1365 data_time: 0.0016 memory: 4390 loss: 3.2085 2022/12/06 21:17:27 - mmengine - INFO - Epoch(train) [53][ 200/5005] lr: 8.4205e-02 eta: 1 day, 3:57:30 time: 0.1375 data_time: 0.0014 memory: 4390 loss: 3.2199 2022/12/06 21:17:41 - mmengine - INFO - Epoch(train) [53][ 300/5005] lr: 8.4193e-02 eta: 1 day, 3:57:17 time: 0.1357 data_time: 0.0014 memory: 4390 loss: 3.3179 2022/12/06 21:17:55 - mmengine - INFO - Epoch(train) [53][ 400/5005] lr: 8.4182e-02 eta: 1 day, 3:57:03 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 3.6932 2022/12/06 21:18:08 - mmengine - INFO - Epoch(train) [53][ 500/5005] lr: 8.4170e-02 eta: 1 day, 3:56:50 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.5998 2022/12/06 21:18:22 - mmengine - INFO - Epoch(train) [53][ 600/5005] lr: 8.4159e-02 eta: 1 day, 3:56:36 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.9004 2022/12/06 21:18:36 - mmengine - INFO - Epoch(train) [53][ 700/5005] lr: 8.4147e-02 eta: 1 day, 3:56:23 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 3.6986 2022/12/06 21:18:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:18:49 - mmengine - INFO - Epoch(train) [53][ 800/5005] lr: 8.4136e-02 eta: 1 day, 3:56:09 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.8865 2022/12/06 21:19:03 - mmengine - INFO - Epoch(train) [53][ 900/5005] lr: 8.4124e-02 eta: 1 day, 3:55:56 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.3138 2022/12/06 21:19:17 - mmengine - INFO - Epoch(train) [53][1000/5005] lr: 8.4113e-02 eta: 1 day, 3:55:42 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.2540 2022/12/06 21:19:31 - mmengine - INFO - Epoch(train) [53][1100/5005] lr: 8.4101e-02 eta: 1 day, 3:55:29 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.6730 2022/12/06 21:19:44 - mmengine - INFO - Epoch(train) [53][1200/5005] lr: 8.4090e-02 eta: 1 day, 3:55:15 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.5155 2022/12/06 21:19:58 - mmengine - INFO - Epoch(train) [53][1300/5005] lr: 8.4078e-02 eta: 1 day, 3:55:02 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.0987 2022/12/06 21:20:11 - mmengine - INFO - Epoch(train) [53][1400/5005] lr: 8.4067e-02 eta: 1 day, 3:54:48 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.2255 2022/12/06 21:20:25 - mmengine - INFO - Epoch(train) [53][1500/5005] lr: 8.4056e-02 eta: 1 day, 3:54:35 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.7110 2022/12/06 21:20:39 - mmengine - INFO - Epoch(train) [53][1600/5005] lr: 8.4044e-02 eta: 1 day, 3:54:21 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.1936 2022/12/06 21:20:52 - mmengine - INFO - Epoch(train) [53][1700/5005] lr: 8.4033e-02 eta: 1 day, 3:54:08 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.0630 2022/12/06 21:20:58 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:21:06 - mmengine - INFO - Epoch(train) [53][1800/5005] lr: 8.4021e-02 eta: 1 day, 3:53:54 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.3539 2022/12/06 21:21:20 - mmengine - INFO - Epoch(train) [53][1900/5005] lr: 8.4010e-02 eta: 1 day, 3:53:41 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.6253 2022/12/06 21:21:33 - mmengine - INFO - Epoch(train) [53][2000/5005] lr: 8.3998e-02 eta: 1 day, 3:53:27 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.5430 2022/12/06 21:21:47 - mmengine - INFO - Epoch(train) [53][2100/5005] lr: 8.3987e-02 eta: 1 day, 3:53:14 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.2130 2022/12/06 21:22:01 - mmengine - INFO - Epoch(train) [53][2200/5005] lr: 8.3975e-02 eta: 1 day, 3:53:00 time: 0.1363 data_time: 0.0015 memory: 4390 loss: 3.8201 2022/12/06 21:22:14 - mmengine - INFO - Epoch(train) [53][2300/5005] lr: 8.3963e-02 eta: 1 day, 3:52:47 time: 0.1371 data_time: 0.0018 memory: 4390 loss: 3.6542 2022/12/06 21:22:28 - mmengine - INFO - Epoch(train) [53][2400/5005] lr: 8.3952e-02 eta: 1 day, 3:52:34 time: 0.1359 data_time: 0.0016 memory: 4390 loss: 3.5960 2022/12/06 21:22:42 - mmengine - INFO - Epoch(train) [53][2500/5005] lr: 8.3940e-02 eta: 1 day, 3:52:20 time: 0.1366 data_time: 0.0017 memory: 4390 loss: 3.0209 2022/12/06 21:22:56 - mmengine - INFO - Epoch(train) [53][2600/5005] lr: 8.3929e-02 eta: 1 day, 3:52:07 time: 0.1361 data_time: 0.0016 memory: 4390 loss: 3.8246 2022/12/06 21:23:09 - mmengine - INFO - Epoch(train) [53][2700/5005] lr: 8.3917e-02 eta: 1 day, 3:51:53 time: 0.1354 data_time: 0.0015 memory: 4390 loss: 3.5780 2022/12/06 21:23:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:23:23 - mmengine - INFO - Epoch(train) [53][2800/5005] lr: 8.3906e-02 eta: 1 day, 3:51:40 time: 0.1359 data_time: 0.0015 memory: 4390 loss: 3.8003 2022/12/06 21:23:37 - mmengine - INFO - Epoch(train) [53][2900/5005] lr: 8.3894e-02 eta: 1 day, 3:51:27 time: 0.1357 data_time: 0.0014 memory: 4390 loss: 3.3659 2022/12/06 21:23:50 - mmengine - INFO - Epoch(train) [53][3000/5005] lr: 8.3883e-02 eta: 1 day, 3:51:13 time: 0.1357 data_time: 0.0016 memory: 4390 loss: 3.4374 2022/12/06 21:24:04 - mmengine - INFO - Epoch(train) [53][3100/5005] lr: 8.3871e-02 eta: 1 day, 3:51:00 time: 0.1358 data_time: 0.0015 memory: 4390 loss: 3.1665 2022/12/06 21:24:18 - mmengine - INFO - Epoch(train) [53][3200/5005] lr: 8.3860e-02 eta: 1 day, 3:50:46 time: 0.1360 data_time: 0.0016 memory: 4390 loss: 3.6732 2022/12/06 21:24:32 - mmengine - INFO - Epoch(train) [53][3300/5005] lr: 8.3848e-02 eta: 1 day, 3:50:33 time: 0.1355 data_time: 0.0016 memory: 4390 loss: 3.7199 2022/12/06 21:24:45 - mmengine - INFO - Epoch(train) [53][3400/5005] lr: 8.3837e-02 eta: 1 day, 3:50:19 time: 0.1355 data_time: 0.0016 memory: 4390 loss: 3.4507 2022/12/06 21:24:59 - mmengine - INFO - Epoch(train) [53][3500/5005] lr: 8.3825e-02 eta: 1 day, 3:50:06 time: 0.1353 data_time: 0.0015 memory: 4390 loss: 3.4021 2022/12/06 21:25:12 - mmengine - INFO - Epoch(train) [53][3600/5005] lr: 8.3813e-02 eta: 1 day, 3:49:52 time: 0.1355 data_time: 0.0015 memory: 4390 loss: 3.7388 2022/12/06 21:25:26 - mmengine - INFO - Epoch(train) [53][3700/5005] lr: 8.3802e-02 eta: 1 day, 3:49:38 time: 0.1355 data_time: 0.0015 memory: 4390 loss: 3.8406 2022/12/06 21:25:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:25:40 - mmengine - INFO - Epoch(train) [53][3800/5005] lr: 8.3790e-02 eta: 1 day, 3:49:25 time: 0.1357 data_time: 0.0014 memory: 4390 loss: 3.2213 2022/12/06 21:25:53 - mmengine - INFO - Epoch(train) [53][3900/5005] lr: 8.3779e-02 eta: 1 day, 3:49:11 time: 0.1357 data_time: 0.0015 memory: 4390 loss: 3.4697 2022/12/06 21:26:07 - mmengine - INFO - Epoch(train) [53][4000/5005] lr: 8.3767e-02 eta: 1 day, 3:48:58 time: 0.1364 data_time: 0.0015 memory: 4390 loss: 3.2973 2022/12/06 21:26:21 - mmengine - INFO - Epoch(train) [53][4100/5005] lr: 8.3756e-02 eta: 1 day, 3:48:44 time: 0.1359 data_time: 0.0015 memory: 4390 loss: 3.8624 2022/12/06 21:26:34 - mmengine - INFO - Epoch(train) [53][4200/5005] lr: 8.3744e-02 eta: 1 day, 3:48:31 time: 0.1361 data_time: 0.0016 memory: 4390 loss: 3.2677 2022/12/06 21:26:48 - mmengine - INFO - Epoch(train) [53][4300/5005] lr: 8.3732e-02 eta: 1 day, 3:48:17 time: 0.1362 data_time: 0.0014 memory: 4390 loss: 3.0514 2022/12/06 21:27:02 - mmengine - INFO - Epoch(train) [53][4400/5005] lr: 8.3721e-02 eta: 1 day, 3:48:04 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.5116 2022/12/06 21:27:16 - mmengine - INFO - Epoch(train) [53][4500/5005] lr: 8.3709e-02 eta: 1 day, 3:47:51 time: 0.1371 data_time: 0.0013 memory: 4390 loss: 3.2999 2022/12/06 21:27:29 - mmengine - INFO - Epoch(train) [53][4600/5005] lr: 8.3698e-02 eta: 1 day, 3:47:37 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.5032 2022/12/06 21:27:43 - mmengine - INFO - Epoch(train) [53][4700/5005] lr: 8.3686e-02 eta: 1 day, 3:47:24 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 3.6963 2022/12/06 21:27:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:27:57 - mmengine - INFO - Epoch(train) [53][4800/5005] lr: 8.3675e-02 eta: 1 day, 3:47:10 time: 0.1374 data_time: 0.0013 memory: 4390 loss: 3.1652 2022/12/06 21:28:10 - mmengine - INFO - Epoch(train) [53][4900/5005] lr: 8.3663e-02 eta: 1 day, 3:46:57 time: 0.1370 data_time: 0.0013 memory: 4390 loss: 3.7201 2022/12/06 21:28:24 - mmengine - INFO - Epoch(train) [53][5000/5005] lr: 8.3651e-02 eta: 1 day, 3:46:44 time: 0.1376 data_time: 0.0022 memory: 4390 loss: 3.3345 2022/12/06 21:28:25 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:28:25 - mmengine - INFO - Saving checkpoint at 53 epochs 2022/12/06 21:28:36 - mmengine - INFO - Epoch(val) [53][100/196] eta: 0:00:08 time: 0.0858 data_time: 0.0549 memory: 4390 2022/12/06 21:28:56 - mmengine - INFO - Epoch(val) [53][196/196] accuracy/top1: 62.2940 accuracy/top5: 85.0880 2022/12/06 21:29:10 - mmengine - INFO - Epoch(train) [54][ 100/5005] lr: 8.3639e-02 eta: 1 day, 3:46:32 time: 0.1365 data_time: 0.0014 memory: 4391 loss: 3.9598 2022/12/06 21:29:24 - mmengine - INFO - Epoch(train) [54][ 200/5005] lr: 8.3628e-02 eta: 1 day, 3:46:18 time: 0.1376 data_time: 0.0013 memory: 4390 loss: 3.6659 2022/12/06 21:29:37 - mmengine - INFO - Epoch(train) [54][ 300/5005] lr: 8.3616e-02 eta: 1 day, 3:46:05 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 3.1771 2022/12/06 21:29:51 - mmengine - INFO - Epoch(train) [54][ 400/5005] lr: 8.3604e-02 eta: 1 day, 3:45:52 time: 0.1376 data_time: 0.0012 memory: 4390 loss: 3.6570 2022/12/06 21:30:05 - mmengine - INFO - Epoch(train) [54][ 500/5005] lr: 8.3593e-02 eta: 1 day, 3:45:38 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.0218 2022/12/06 21:30:18 - mmengine - INFO - Epoch(train) [54][ 600/5005] lr: 8.3581e-02 eta: 1 day, 3:45:25 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 3.4281 2022/12/06 21:30:32 - mmengine - INFO - Epoch(train) [54][ 700/5005] lr: 8.3569e-02 eta: 1 day, 3:45:12 time: 0.1369 data_time: 0.0013 memory: 4390 loss: 3.7922 2022/12/06 21:30:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:30:46 - mmengine - INFO - Epoch(train) [54][ 800/5005] lr: 8.3558e-02 eta: 1 day, 3:44:58 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.3637 2022/12/06 21:30:59 - mmengine - INFO - Epoch(train) [54][ 900/5005] lr: 8.3546e-02 eta: 1 day, 3:44:45 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 2.9801 2022/12/06 21:31:13 - mmengine - INFO - Epoch(train) [54][1000/5005] lr: 8.3535e-02 eta: 1 day, 3:44:31 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.3032 2022/12/06 21:31:27 - mmengine - INFO - Epoch(train) [54][1100/5005] lr: 8.3523e-02 eta: 1 day, 3:44:18 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.1602 2022/12/06 21:31:41 - mmengine - INFO - Epoch(train) [54][1200/5005] lr: 8.3511e-02 eta: 1 day, 3:44:05 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.6801 2022/12/06 21:31:55 - mmengine - INFO - Epoch(train) [54][1300/5005] lr: 8.3500e-02 eta: 1 day, 3:43:52 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 3.6674 2022/12/06 21:32:08 - mmengine - INFO - Epoch(train) [54][1400/5005] lr: 8.3488e-02 eta: 1 day, 3:43:38 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.2945 2022/12/06 21:32:22 - mmengine - INFO - Epoch(train) [54][1500/5005] lr: 8.3476e-02 eta: 1 day, 3:43:25 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 3.4179 2022/12/06 21:32:36 - mmengine - INFO - Epoch(train) [54][1600/5005] lr: 8.3465e-02 eta: 1 day, 3:43:12 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.5323 2022/12/06 21:32:49 - mmengine - INFO - Epoch(train) [54][1700/5005] lr: 8.3453e-02 eta: 1 day, 3:42:58 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.9145 2022/12/06 21:32:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:33:03 - mmengine - INFO - Epoch(train) [54][1800/5005] lr: 8.3441e-02 eta: 1 day, 3:42:45 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.1344 2022/12/06 21:33:17 - mmengine - INFO - Epoch(train) [54][1900/5005] lr: 8.3430e-02 eta: 1 day, 3:42:31 time: 0.1364 data_time: 0.0016 memory: 4390 loss: 3.7987 2022/12/06 21:33:30 - mmengine - INFO - Epoch(train) [54][2000/5005] lr: 8.3418e-02 eta: 1 day, 3:42:18 time: 0.1363 data_time: 0.0014 memory: 4390 loss: 3.8936 2022/12/06 21:33:44 - mmengine - INFO - Epoch(train) [54][2100/5005] lr: 8.3406e-02 eta: 1 day, 3:42:04 time: 0.1360 data_time: 0.0014 memory: 4390 loss: 3.1150 2022/12/06 21:33:58 - mmengine - INFO - Epoch(train) [54][2200/5005] lr: 8.3395e-02 eta: 1 day, 3:41:51 time: 0.1362 data_time: 0.0015 memory: 4390 loss: 3.0399 2022/12/06 21:34:12 - mmengine - INFO - Epoch(train) [54][2300/5005] lr: 8.3383e-02 eta: 1 day, 3:41:38 time: 0.1372 data_time: 0.0012 memory: 4390 loss: 3.1719 2022/12/06 21:34:25 - mmengine - INFO - Epoch(train) [54][2400/5005] lr: 8.3371e-02 eta: 1 day, 3:41:24 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.9758 2022/12/06 21:34:39 - mmengine - INFO - Epoch(train) [54][2500/5005] lr: 8.3360e-02 eta: 1 day, 3:41:11 time: 0.1369 data_time: 0.0012 memory: 4390 loss: 3.5504 2022/12/06 21:34:53 - mmengine - INFO - Epoch(train) [54][2600/5005] lr: 8.3348e-02 eta: 1 day, 3:40:57 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.8822 2022/12/06 21:35:06 - mmengine - INFO - Epoch(train) [54][2700/5005] lr: 8.3336e-02 eta: 1 day, 3:40:44 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.5007 2022/12/06 21:35:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:35:20 - mmengine - INFO - Epoch(train) [54][2800/5005] lr: 8.3324e-02 eta: 1 day, 3:40:31 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.5785 2022/12/06 21:35:34 - mmengine - INFO - Epoch(train) [54][2900/5005] lr: 8.3313e-02 eta: 1 day, 3:40:17 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.2742 2022/12/06 21:35:48 - mmengine - INFO - Epoch(train) [54][3000/5005] lr: 8.3301e-02 eta: 1 day, 3:40:04 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.2751 2022/12/06 21:36:01 - mmengine - INFO - Epoch(train) [54][3100/5005] lr: 8.3289e-02 eta: 1 day, 3:39:50 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.1349 2022/12/06 21:36:15 - mmengine - INFO - Epoch(train) [54][3200/5005] lr: 8.3278e-02 eta: 1 day, 3:39:37 time: 0.1370 data_time: 0.0013 memory: 4390 loss: 3.5272 2022/12/06 21:36:29 - mmengine - INFO - Epoch(train) [54][3300/5005] lr: 8.3266e-02 eta: 1 day, 3:39:24 time: 0.1362 data_time: 0.0014 memory: 4390 loss: 3.3431 2022/12/06 21:36:42 - mmengine - INFO - Epoch(train) [54][3400/5005] lr: 8.3254e-02 eta: 1 day, 3:39:10 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.7525 2022/12/06 21:36:56 - mmengine - INFO - Epoch(train) [54][3500/5005] lr: 8.3242e-02 eta: 1 day, 3:38:57 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 4.0097 2022/12/06 21:37:10 - mmengine - INFO - Epoch(train) [54][3600/5005] lr: 8.3231e-02 eta: 1 day, 3:38:44 time: 0.1369 data_time: 0.0012 memory: 4390 loss: 3.2721 2022/12/06 21:37:24 - mmengine - INFO - Epoch(train) [54][3700/5005] lr: 8.3219e-02 eta: 1 day, 3:38:30 time: 0.1366 data_time: 0.0012 memory: 4390 loss: 3.5847 2022/12/06 21:37:29 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:37:37 - mmengine - INFO - Epoch(train) [54][3800/5005] lr: 8.3207e-02 eta: 1 day, 3:38:17 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.6178 2022/12/06 21:37:51 - mmengine - INFO - Epoch(train) [54][3900/5005] lr: 8.3196e-02 eta: 1 day, 3:38:04 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.5396 2022/12/06 21:38:05 - mmengine - INFO - Epoch(train) [54][4000/5005] lr: 8.3184e-02 eta: 1 day, 3:37:50 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 3.3289 2022/12/06 21:38:18 - mmengine - INFO - Epoch(train) [54][4100/5005] lr: 8.3172e-02 eta: 1 day, 3:37:37 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.4160 2022/12/06 21:38:32 - mmengine - INFO - Epoch(train) [54][4200/5005] lr: 8.3160e-02 eta: 1 day, 3:37:23 time: 0.1357 data_time: 0.0011 memory: 4390 loss: 3.4761 2022/12/06 21:38:46 - mmengine - INFO - Epoch(train) [54][4300/5005] lr: 8.3149e-02 eta: 1 day, 3:37:10 time: 0.1394 data_time: 0.0012 memory: 4390 loss: 3.6955 2022/12/06 21:39:00 - mmengine - INFO - Epoch(train) [54][4400/5005] lr: 8.3137e-02 eta: 1 day, 3:36:57 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.3996 2022/12/06 21:39:13 - mmengine - INFO - Epoch(train) [54][4500/5005] lr: 8.3125e-02 eta: 1 day, 3:36:43 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.4173 2022/12/06 21:39:27 - mmengine - INFO - Epoch(train) [54][4600/5005] lr: 8.3113e-02 eta: 1 day, 3:36:30 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.2836 2022/12/06 21:39:41 - mmengine - INFO - Epoch(train) [54][4700/5005] lr: 8.3102e-02 eta: 1 day, 3:36:16 time: 0.1361 data_time: 0.0011 memory: 4390 loss: 3.5958 2022/12/06 21:39:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:39:54 - mmengine - INFO - Epoch(train) [54][4800/5005] lr: 8.3090e-02 eta: 1 day, 3:36:03 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.6819 2022/12/06 21:40:08 - mmengine - INFO - Epoch(train) [54][4900/5005] lr: 8.3078e-02 eta: 1 day, 3:35:49 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.1522 2022/12/06 21:40:22 - mmengine - INFO - Epoch(train) [54][5000/5005] lr: 8.3066e-02 eta: 1 day, 3:35:36 time: 0.1384 data_time: 0.0022 memory: 4390 loss: 3.2906 2022/12/06 21:40:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:40:22 - mmengine - INFO - Saving checkpoint at 54 epochs 2022/12/06 21:40:34 - mmengine - INFO - Epoch(val) [54][100/196] eta: 0:00:08 time: 0.0883 data_time: 0.0580 memory: 4390 2022/12/06 21:40:53 - mmengine - INFO - Epoch(val) [54][196/196] accuracy/top1: 62.2700 accuracy/top5: 85.1340 2022/12/06 21:41:07 - mmengine - INFO - Epoch(train) [55][ 100/5005] lr: 8.3054e-02 eta: 1 day, 3:35:24 time: 0.1376 data_time: 0.0011 memory: 4390 loss: 3.2291 2022/12/06 21:41:21 - mmengine - INFO - Epoch(train) [55][ 200/5005] lr: 8.3042e-02 eta: 1 day, 3:35:10 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.6375 2022/12/06 21:41:35 - mmengine - INFO - Epoch(train) [55][ 300/5005] lr: 8.3030e-02 eta: 1 day, 3:34:57 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 2.8591 2022/12/06 21:41:49 - mmengine - INFO - Epoch(train) [55][ 400/5005] lr: 8.3019e-02 eta: 1 day, 3:34:44 time: 0.1378 data_time: 0.0012 memory: 4390 loss: 3.5260 2022/12/06 21:42:02 - mmengine - INFO - Epoch(train) [55][ 500/5005] lr: 8.3007e-02 eta: 1 day, 3:34:31 time: 0.1368 data_time: 0.0012 memory: 4390 loss: 3.3345 2022/12/06 21:42:16 - mmengine - INFO - Epoch(train) [55][ 600/5005] lr: 8.2995e-02 eta: 1 day, 3:34:17 time: 0.1366 data_time: 0.0012 memory: 4390 loss: 3.7754 2022/12/06 21:42:30 - mmengine - INFO - Epoch(train) [55][ 700/5005] lr: 8.2983e-02 eta: 1 day, 3:34:04 time: 0.1363 data_time: 0.0011 memory: 4390 loss: 3.1021 2022/12/06 21:42:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:42:44 - mmengine - INFO - Epoch(train) [55][ 800/5005] lr: 8.2971e-02 eta: 1 day, 3:33:51 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 3.4506 2022/12/06 21:42:57 - mmengine - INFO - Epoch(train) [55][ 900/5005] lr: 8.2960e-02 eta: 1 day, 3:33:37 time: 0.1362 data_time: 0.0012 memory: 4390 loss: 3.2574 2022/12/06 21:43:11 - mmengine - INFO - Epoch(train) [55][1000/5005] lr: 8.2948e-02 eta: 1 day, 3:33:24 time: 0.1368 data_time: 0.0013 memory: 4390 loss: 3.0660 2022/12/06 21:43:25 - mmengine - INFO - Epoch(train) [55][1100/5005] lr: 8.2936e-02 eta: 1 day, 3:33:11 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.7318 2022/12/06 21:43:38 - mmengine - INFO - Epoch(train) [55][1200/5005] lr: 8.2924e-02 eta: 1 day, 3:32:57 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.0992 2022/12/06 21:43:52 - mmengine - INFO - Epoch(train) [55][1300/5005] lr: 8.2912e-02 eta: 1 day, 3:32:44 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.8300 2022/12/06 21:44:06 - mmengine - INFO - Epoch(train) [55][1400/5005] lr: 8.2901e-02 eta: 1 day, 3:32:30 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.8384 2022/12/06 21:44:20 - mmengine - INFO - Epoch(train) [55][1500/5005] lr: 8.2889e-02 eta: 1 day, 3:32:17 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.2826 2022/12/06 21:44:33 - mmengine - INFO - Epoch(train) [55][1600/5005] lr: 8.2877e-02 eta: 1 day, 3:32:03 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 3.2699 2022/12/06 21:44:47 - mmengine - INFO - Epoch(train) [55][1700/5005] lr: 8.2865e-02 eta: 1 day, 3:31:50 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.8342 2022/12/06 21:44:51 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:45:01 - mmengine - INFO - Epoch(train) [55][1800/5005] lr: 8.2853e-02 eta: 1 day, 3:31:37 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.3918 2022/12/06 21:45:14 - mmengine - INFO - Epoch(train) [55][1900/5005] lr: 8.2841e-02 eta: 1 day, 3:31:23 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 2.8840 2022/12/06 21:45:28 - mmengine - INFO - Epoch(train) [55][2000/5005] lr: 8.2830e-02 eta: 1 day, 3:31:10 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.6141 2022/12/06 21:45:42 - mmengine - INFO - Epoch(train) [55][2100/5005] lr: 8.2818e-02 eta: 1 day, 3:30:56 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 3.5461 2022/12/06 21:45:55 - mmengine - INFO - Epoch(train) [55][2200/5005] lr: 8.2806e-02 eta: 1 day, 3:30:43 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.3080 2022/12/06 21:46:09 - mmengine - INFO - Epoch(train) [55][2300/5005] lr: 8.2794e-02 eta: 1 day, 3:30:30 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.1820 2022/12/06 21:46:23 - mmengine - INFO - Epoch(train) [55][2400/5005] lr: 8.2782e-02 eta: 1 day, 3:30:17 time: 0.1369 data_time: 0.0013 memory: 4390 loss: 3.3040 2022/12/06 21:46:37 - mmengine - INFO - Epoch(train) [55][2500/5005] lr: 8.2770e-02 eta: 1 day, 3:30:03 time: 0.1366 data_time: 0.0014 memory: 4390 loss: 3.6012 2022/12/06 21:46:51 - mmengine - INFO - Epoch(train) [55][2600/5005] lr: 8.2759e-02 eta: 1 day, 3:29:50 time: 0.1435 data_time: 0.0013 memory: 4390 loss: 3.6808 2022/12/06 21:47:04 - mmengine - INFO - Epoch(train) [55][2700/5005] lr: 8.2747e-02 eta: 1 day, 3:29:37 time: 0.1376 data_time: 0.0014 memory: 4390 loss: 3.7853 2022/12/06 21:47:08 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:47:18 - mmengine - INFO - Epoch(train) [55][2800/5005] lr: 8.2735e-02 eta: 1 day, 3:29:23 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.2256 2022/12/06 21:47:32 - mmengine - INFO - Epoch(train) [55][2900/5005] lr: 8.2723e-02 eta: 1 day, 3:29:10 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 3.4239 2022/12/06 21:47:45 - mmengine - INFO - Epoch(train) [55][3000/5005] lr: 8.2711e-02 eta: 1 day, 3:28:56 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 3.4031 2022/12/06 21:47:59 - mmengine - INFO - Epoch(train) [55][3100/5005] lr: 8.2699e-02 eta: 1 day, 3:28:43 time: 0.1354 data_time: 0.0014 memory: 4390 loss: 3.0247 2022/12/06 21:48:13 - mmengine - INFO - Epoch(train) [55][3200/5005] lr: 8.2687e-02 eta: 1 day, 3:28:29 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 2.8982 2022/12/06 21:48:26 - mmengine - INFO - Epoch(train) [55][3300/5005] lr: 8.2676e-02 eta: 1 day, 3:28:16 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.3701 2022/12/06 21:48:40 - mmengine - INFO - Epoch(train) [55][3400/5005] lr: 8.2664e-02 eta: 1 day, 3:28:03 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.3483 2022/12/06 21:48:54 - mmengine - INFO - Epoch(train) [55][3500/5005] lr: 8.2652e-02 eta: 1 day, 3:27:49 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 3.5344 2022/12/06 21:49:08 - mmengine - INFO - Epoch(train) [55][3600/5005] lr: 8.2640e-02 eta: 1 day, 3:27:36 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.6834 2022/12/06 21:49:22 - mmengine - INFO - Epoch(train) [55][3700/5005] lr: 8.2628e-02 eta: 1 day, 3:27:23 time: 0.1371 data_time: 0.0013 memory: 4390 loss: 3.1347 2022/12/06 21:49:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:49:35 - mmengine - INFO - Epoch(train) [55][3800/5005] lr: 8.2616e-02 eta: 1 day, 3:27:10 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.8515 2022/12/06 21:49:49 - mmengine - INFO - Epoch(train) [55][3900/5005] lr: 8.2604e-02 eta: 1 day, 3:26:56 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.3637 2022/12/06 21:50:03 - mmengine - INFO - Epoch(train) [55][4000/5005] lr: 8.2592e-02 eta: 1 day, 3:26:43 time: 0.1368 data_time: 0.0012 memory: 4390 loss: 3.3723 2022/12/06 21:50:16 - mmengine - INFO - Epoch(train) [55][4100/5005] lr: 8.2580e-02 eta: 1 day, 3:26:30 time: 0.1369 data_time: 0.0012 memory: 4390 loss: 3.5340 2022/12/06 21:50:30 - mmengine - INFO - Epoch(train) [55][4200/5005] lr: 8.2568e-02 eta: 1 day, 3:26:16 time: 0.1367 data_time: 0.0012 memory: 4390 loss: 3.5396 2022/12/06 21:50:44 - mmengine - INFO - Epoch(train) [55][4300/5005] lr: 8.2557e-02 eta: 1 day, 3:26:03 time: 0.1383 data_time: 0.0012 memory: 4390 loss: 3.3399 2022/12/06 21:50:58 - mmengine - INFO - Epoch(train) [55][4400/5005] lr: 8.2545e-02 eta: 1 day, 3:25:50 time: 0.1362 data_time: 0.0011 memory: 4390 loss: 2.9994 2022/12/06 21:51:11 - mmengine - INFO - Epoch(train) [55][4500/5005] lr: 8.2533e-02 eta: 1 day, 3:25:36 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.5070 2022/12/06 21:51:25 - mmengine - INFO - Epoch(train) [55][4600/5005] lr: 8.2521e-02 eta: 1 day, 3:25:23 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.6474 2022/12/06 21:51:39 - mmengine - INFO - Epoch(train) [55][4700/5005] lr: 8.2509e-02 eta: 1 day, 3:25:10 time: 0.1368 data_time: 0.0013 memory: 4390 loss: 3.6175 2022/12/06 21:51:43 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:51:53 - mmengine - INFO - Epoch(train) [55][4800/5005] lr: 8.2497e-02 eta: 1 day, 3:24:57 time: 0.1358 data_time: 0.0014 memory: 4390 loss: 3.6440 2022/12/06 21:52:06 - mmengine - INFO - Epoch(train) [55][4900/5005] lr: 8.2485e-02 eta: 1 day, 3:24:43 time: 0.1358 data_time: 0.0014 memory: 4390 loss: 3.4070 2022/12/06 21:52:20 - mmengine - INFO - Epoch(train) [55][5000/5005] lr: 8.2473e-02 eta: 1 day, 3:24:30 time: 0.1375 data_time: 0.0023 memory: 4390 loss: 3.6262 2022/12/06 21:52:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:52:21 - mmengine - INFO - Saving checkpoint at 55 epochs 2022/12/06 21:52:32 - mmengine - INFO - Epoch(val) [55][100/196] eta: 0:00:08 time: 0.0811 data_time: 0.0504 memory: 4390 2022/12/06 21:52:51 - mmengine - INFO - Epoch(val) [55][196/196] accuracy/top1: 63.6380 accuracy/top5: 85.9700 2022/12/06 21:53:05 - mmengine - INFO - Epoch(train) [56][ 100/5005] lr: 8.2461e-02 eta: 1 day, 3:24:17 time: 0.1368 data_time: 0.0011 memory: 4390 loss: 3.5316 2022/12/06 21:53:19 - mmengine - INFO - Epoch(train) [56][ 200/5005] lr: 8.2449e-02 eta: 1 day, 3:24:04 time: 0.1423 data_time: 0.0012 memory: 4390 loss: 3.3876 2022/12/06 21:53:32 - mmengine - INFO - Epoch(train) [56][ 300/5005] lr: 8.2437e-02 eta: 1 day, 3:23:51 time: 0.1365 data_time: 0.0012 memory: 4390 loss: 3.6997 2022/12/06 21:53:46 - mmengine - INFO - Epoch(train) [56][ 400/5005] lr: 8.2425e-02 eta: 1 day, 3:23:37 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.6860 2022/12/06 21:54:00 - mmengine - INFO - Epoch(train) [56][ 500/5005] lr: 8.2413e-02 eta: 1 day, 3:23:24 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.5809 2022/12/06 21:54:14 - mmengine - INFO - Epoch(train) [56][ 600/5005] lr: 8.2401e-02 eta: 1 day, 3:23:11 time: 0.1362 data_time: 0.0015 memory: 4390 loss: 3.3868 2022/12/06 21:54:27 - mmengine - INFO - Epoch(train) [56][ 700/5005] lr: 8.2389e-02 eta: 1 day, 3:22:57 time: 0.1375 data_time: 0.0015 memory: 4390 loss: 3.5317 2022/12/06 21:54:31 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:54:41 - mmengine - INFO - Epoch(train) [56][ 800/5005] lr: 8.2377e-02 eta: 1 day, 3:22:44 time: 0.1363 data_time: 0.0015 memory: 4390 loss: 3.1581 2022/12/06 21:54:55 - mmengine - INFO - Epoch(train) [56][ 900/5005] lr: 8.2365e-02 eta: 1 day, 3:22:30 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 3.2778 2022/12/06 21:55:09 - mmengine - INFO - Epoch(train) [56][1000/5005] lr: 8.2353e-02 eta: 1 day, 3:22:17 time: 0.1420 data_time: 0.0015 memory: 4390 loss: 3.3517 2022/12/06 21:55:22 - mmengine - INFO - Epoch(train) [56][1100/5005] lr: 8.2341e-02 eta: 1 day, 3:22:04 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 3.4244 2022/12/06 21:55:36 - mmengine - INFO - Epoch(train) [56][1200/5005] lr: 8.2329e-02 eta: 1 day, 3:21:50 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.5723 2022/12/06 21:55:50 - mmengine - INFO - Epoch(train) [56][1300/5005] lr: 8.2317e-02 eta: 1 day, 3:21:36 time: 0.1360 data_time: 0.0015 memory: 4390 loss: 3.4474 2022/12/06 21:56:03 - mmengine - INFO - Epoch(train) [56][1400/5005] lr: 8.2305e-02 eta: 1 day, 3:21:23 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.3037 2022/12/06 21:56:17 - mmengine - INFO - Epoch(train) [56][1500/5005] lr: 8.2293e-02 eta: 1 day, 3:21:09 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 4.2197 2022/12/06 21:56:31 - mmengine - INFO - Epoch(train) [56][1600/5005] lr: 8.2281e-02 eta: 1 day, 3:20:56 time: 0.1362 data_time: 0.0012 memory: 4390 loss: 3.5277 2022/12/06 21:56:44 - mmengine - INFO - Epoch(train) [56][1700/5005] lr: 8.2269e-02 eta: 1 day, 3:20:43 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 4.2739 2022/12/06 21:56:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:56:58 - mmengine - INFO - Epoch(train) [56][1800/5005] lr: 8.2257e-02 eta: 1 day, 3:20:29 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.0014 2022/12/06 21:57:12 - mmengine - INFO - Epoch(train) [56][1900/5005] lr: 8.2245e-02 eta: 1 day, 3:20:16 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.1986 2022/12/06 21:57:26 - mmengine - INFO - Epoch(train) [56][2000/5005] lr: 8.2233e-02 eta: 1 day, 3:20:03 time: 0.1373 data_time: 0.0012 memory: 4390 loss: 3.6402 2022/12/06 21:57:39 - mmengine - INFO - Epoch(train) [56][2100/5005] lr: 8.2221e-02 eta: 1 day, 3:19:49 time: 0.1365 data_time: 0.0012 memory: 4390 loss: 3.2977 2022/12/06 21:57:53 - mmengine - INFO - Epoch(train) [56][2200/5005] lr: 8.2209e-02 eta: 1 day, 3:19:36 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.0927 2022/12/06 21:58:07 - mmengine - INFO - Epoch(train) [56][2300/5005] lr: 8.2197e-02 eta: 1 day, 3:19:23 time: 0.1365 data_time: 0.0012 memory: 4390 loss: 3.6063 2022/12/06 21:58:21 - mmengine - INFO - Epoch(train) [56][2400/5005] lr: 8.2185e-02 eta: 1 day, 3:19:09 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.6194 2022/12/06 21:58:34 - mmengine - INFO - Epoch(train) [56][2500/5005] lr: 8.2173e-02 eta: 1 day, 3:18:56 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 3.7070 2022/12/06 21:58:48 - mmengine - INFO - Epoch(train) [56][2600/5005] lr: 8.2161e-02 eta: 1 day, 3:18:42 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.4084 2022/12/06 21:59:02 - mmengine - INFO - Epoch(train) [56][2700/5005] lr: 8.2149e-02 eta: 1 day, 3:18:29 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.6758 2022/12/06 21:59:05 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 21:59:15 - mmengine - INFO - Epoch(train) [56][2800/5005] lr: 8.2137e-02 eta: 1 day, 3:18:16 time: 0.1382 data_time: 0.0012 memory: 4390 loss: 3.3600 2022/12/06 21:59:29 - mmengine - INFO - Epoch(train) [56][2900/5005] lr: 8.2125e-02 eta: 1 day, 3:18:02 time: 0.1354 data_time: 0.0012 memory: 4390 loss: 3.3647 2022/12/06 21:59:43 - mmengine - INFO - Epoch(train) [56][3000/5005] lr: 8.2113e-02 eta: 1 day, 3:17:49 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.6705 2022/12/06 21:59:57 - mmengine - INFO - Epoch(train) [56][3100/5005] lr: 8.2101e-02 eta: 1 day, 3:17:35 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.5484 2022/12/06 22:00:10 - mmengine - INFO - Epoch(train) [56][3200/5005] lr: 8.2089e-02 eta: 1 day, 3:17:22 time: 0.1366 data_time: 0.0012 memory: 4390 loss: 3.6333 2022/12/06 22:00:24 - mmengine - INFO - Epoch(train) [56][3300/5005] lr: 8.2077e-02 eta: 1 day, 3:17:09 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 3.5701 2022/12/06 22:00:38 - mmengine - INFO - Epoch(train) [56][3400/5005] lr: 8.2065e-02 eta: 1 day, 3:16:56 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 3.5438 2022/12/06 22:00:52 - mmengine - INFO - Epoch(train) [56][3500/5005] lr: 8.2053e-02 eta: 1 day, 3:16:42 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 3.3008 2022/12/06 22:01:05 - mmengine - INFO - Epoch(train) [56][3600/5005] lr: 8.2041e-02 eta: 1 day, 3:16:29 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.3738 2022/12/06 22:01:19 - mmengine - INFO - Epoch(train) [56][3700/5005] lr: 8.2029e-02 eta: 1 day, 3:16:16 time: 0.1421 data_time: 0.0012 memory: 4390 loss: 3.4994 2022/12/06 22:01:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:01:33 - mmengine - INFO - Epoch(train) [56][3800/5005] lr: 8.2017e-02 eta: 1 day, 3:16:02 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.4716 2022/12/06 22:01:47 - mmengine - INFO - Epoch(train) [56][3900/5005] lr: 8.2005e-02 eta: 1 day, 3:15:49 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.5361 2022/12/06 22:02:00 - mmengine - INFO - Epoch(train) [56][4000/5005] lr: 8.1993e-02 eta: 1 day, 3:15:36 time: 0.1365 data_time: 0.0012 memory: 4390 loss: 3.5581 2022/12/06 22:02:14 - mmengine - INFO - Epoch(train) [56][4100/5005] lr: 8.1981e-02 eta: 1 day, 3:15:22 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.1000 2022/12/06 22:02:28 - mmengine - INFO - Epoch(train) [56][4200/5005] lr: 8.1969e-02 eta: 1 day, 3:15:09 time: 0.1374 data_time: 0.0017 memory: 4390 loss: 3.5589 2022/12/06 22:02:42 - mmengine - INFO - Epoch(train) [56][4300/5005] lr: 8.1956e-02 eta: 1 day, 3:14:56 time: 0.1367 data_time: 0.0017 memory: 4390 loss: 3.3333 2022/12/06 22:02:55 - mmengine - INFO - Epoch(train) [56][4400/5005] lr: 8.1944e-02 eta: 1 day, 3:14:42 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.7172 2022/12/06 22:03:09 - mmengine - INFO - Epoch(train) [56][4500/5005] lr: 8.1932e-02 eta: 1 day, 3:14:29 time: 0.1366 data_time: 0.0012 memory: 4390 loss: 3.1877 2022/12/06 22:03:23 - mmengine - INFO - Epoch(train) [56][4600/5005] lr: 8.1920e-02 eta: 1 day, 3:14:16 time: 0.1374 data_time: 0.0013 memory: 4390 loss: 3.4623 2022/12/06 22:03:37 - mmengine - INFO - Epoch(train) [56][4700/5005] lr: 8.1908e-02 eta: 1 day, 3:14:03 time: 0.1356 data_time: 0.0012 memory: 4390 loss: 3.5204 2022/12/06 22:03:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:03:50 - mmengine - INFO - Epoch(train) [56][4800/5005] lr: 8.1896e-02 eta: 1 day, 3:13:49 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.8111 2022/12/06 22:04:04 - mmengine - INFO - Epoch(train) [56][4900/5005] lr: 8.1884e-02 eta: 1 day, 3:13:36 time: 0.1371 data_time: 0.0013 memory: 4390 loss: 4.0297 2022/12/06 22:04:18 - mmengine - INFO - Epoch(train) [56][5000/5005] lr: 8.1872e-02 eta: 1 day, 3:13:22 time: 0.1370 data_time: 0.0022 memory: 4390 loss: 3.8016 2022/12/06 22:04:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:04:18 - mmengine - INFO - Saving checkpoint at 56 epochs 2022/12/06 22:04:29 - mmengine - INFO - Epoch(val) [56][100/196] eta: 0:00:08 time: 0.0840 data_time: 0.0528 memory: 4390 2022/12/06 22:04:49 - mmengine - INFO - Epoch(val) [56][196/196] accuracy/top1: 62.7400 accuracy/top5: 85.4400 2022/12/06 22:05:04 - mmengine - INFO - Epoch(train) [57][ 100/5005] lr: 8.1859e-02 eta: 1 day, 3:13:10 time: 0.1371 data_time: 0.0012 memory: 4390 loss: 3.8152 2022/12/06 22:05:18 - mmengine - INFO - Epoch(train) [57][ 200/5005] lr: 8.1847e-02 eta: 1 day, 3:12:57 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.2701 2022/12/06 22:05:31 - mmengine - INFO - Epoch(train) [57][ 300/5005] lr: 8.1835e-02 eta: 1 day, 3:12:43 time: 0.1366 data_time: 0.0012 memory: 4390 loss: 3.8715 2022/12/06 22:05:45 - mmengine - INFO - Epoch(train) [57][ 400/5005] lr: 8.1823e-02 eta: 1 day, 3:12:30 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.5227 2022/12/06 22:05:59 - mmengine - INFO - Epoch(train) [57][ 500/5005] lr: 8.1811e-02 eta: 1 day, 3:12:17 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.6325 2022/12/06 22:06:13 - mmengine - INFO - Epoch(train) [57][ 600/5005] lr: 8.1799e-02 eta: 1 day, 3:12:04 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.1347 2022/12/06 22:06:26 - mmengine - INFO - Epoch(train) [57][ 700/5005] lr: 8.1787e-02 eta: 1 day, 3:11:50 time: 0.1368 data_time: 0.0012 memory: 4390 loss: 3.4806 2022/12/06 22:06:29 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:06:40 - mmengine - INFO - Epoch(train) [57][ 800/5005] lr: 8.1774e-02 eta: 1 day, 3:11:37 time: 0.1365 data_time: 0.0012 memory: 4390 loss: 3.1075 2022/12/06 22:06:54 - mmengine - INFO - Epoch(train) [57][ 900/5005] lr: 8.1762e-02 eta: 1 day, 3:11:23 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.6596 2022/12/06 22:07:08 - mmengine - INFO - Epoch(train) [57][1000/5005] lr: 8.1750e-02 eta: 1 day, 3:11:10 time: 0.1395 data_time: 0.0012 memory: 4390 loss: 3.1509 2022/12/06 22:07:22 - mmengine - INFO - Epoch(train) [57][1100/5005] lr: 8.1738e-02 eta: 1 day, 3:10:57 time: 0.1372 data_time: 0.0013 memory: 4390 loss: 3.4451 2022/12/06 22:07:35 - mmengine - INFO - Epoch(train) [57][1200/5005] lr: 8.1726e-02 eta: 1 day, 3:10:44 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.0489 2022/12/06 22:07:49 - mmengine - INFO - Epoch(train) [57][1300/5005] lr: 8.1714e-02 eta: 1 day, 3:10:31 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.6188 2022/12/06 22:08:03 - mmengine - INFO - Epoch(train) [57][1400/5005] lr: 8.1702e-02 eta: 1 day, 3:10:17 time: 0.1368 data_time: 0.0013 memory: 4390 loss: 3.9321 2022/12/06 22:08:16 - mmengine - INFO - Epoch(train) [57][1500/5005] lr: 8.1690e-02 eta: 1 day, 3:10:04 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.2720 2022/12/06 22:08:30 - mmengine - INFO - Epoch(train) [57][1600/5005] lr: 8.1677e-02 eta: 1 day, 3:09:50 time: 0.1366 data_time: 0.0012 memory: 4390 loss: 3.3068 2022/12/06 22:08:44 - mmengine - INFO - Epoch(train) [57][1700/5005] lr: 8.1665e-02 eta: 1 day, 3:09:37 time: 0.1434 data_time: 0.0012 memory: 4390 loss: 3.4920 2022/12/06 22:08:47 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:08:58 - mmengine - INFO - Epoch(train) [57][1800/5005] lr: 8.1653e-02 eta: 1 day, 3:09:24 time: 0.1370 data_time: 0.0013 memory: 4390 loss: 3.6555 2022/12/06 22:09:11 - mmengine - INFO - Epoch(train) [57][1900/5005] lr: 8.1641e-02 eta: 1 day, 3:09:10 time: 0.1368 data_time: 0.0012 memory: 4390 loss: 3.3887 2022/12/06 22:09:25 - mmengine - INFO - Epoch(train) [57][2000/5005] lr: 8.1629e-02 eta: 1 day, 3:08:57 time: 0.1368 data_time: 0.0013 memory: 4390 loss: 3.3881 2022/12/06 22:09:39 - mmengine - INFO - Epoch(train) [57][2100/5005] lr: 8.1617e-02 eta: 1 day, 3:08:44 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.5543 2022/12/06 22:09:53 - mmengine - INFO - Epoch(train) [57][2200/5005] lr: 8.1605e-02 eta: 1 day, 3:08:31 time: 0.1366 data_time: 0.0012 memory: 4390 loss: 3.3435 2022/12/06 22:10:06 - mmengine - INFO - Epoch(train) [57][2300/5005] lr: 8.1592e-02 eta: 1 day, 3:08:17 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 3.6080 2022/12/06 22:10:20 - mmengine - INFO - Epoch(train) [57][2400/5005] lr: 8.1580e-02 eta: 1 day, 3:08:04 time: 0.1365 data_time: 0.0012 memory: 4390 loss: 3.7688 2022/12/06 22:10:34 - mmengine - INFO - Epoch(train) [57][2500/5005] lr: 8.1568e-02 eta: 1 day, 3:07:50 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.6660 2022/12/06 22:10:48 - mmengine - INFO - Epoch(train) [57][2600/5005] lr: 8.1556e-02 eta: 1 day, 3:07:37 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 3.6814 2022/12/06 22:11:01 - mmengine - INFO - Epoch(train) [57][2700/5005] lr: 8.1544e-02 eta: 1 day, 3:07:23 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.5762 2022/12/06 22:11:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:11:15 - mmengine - INFO - Epoch(train) [57][2800/5005] lr: 8.1532e-02 eta: 1 day, 3:07:10 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.6823 2022/12/06 22:11:29 - mmengine - INFO - Epoch(train) [57][2900/5005] lr: 8.1519e-02 eta: 1 day, 3:06:57 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.1786 2022/12/06 22:11:42 - mmengine - INFO - Epoch(train) [57][3000/5005] lr: 8.1507e-02 eta: 1 day, 3:06:43 time: 0.1374 data_time: 0.0014 memory: 4390 loss: 3.6430 2022/12/06 22:11:56 - mmengine - INFO - Epoch(train) [57][3100/5005] lr: 8.1495e-02 eta: 1 day, 3:06:30 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.8524 2022/12/06 22:12:10 - mmengine - INFO - Epoch(train) [57][3200/5005] lr: 8.1483e-02 eta: 1 day, 3:06:17 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.3213 2022/12/06 22:12:24 - mmengine - INFO - Epoch(train) [57][3300/5005] lr: 8.1471e-02 eta: 1 day, 3:06:03 time: 0.1368 data_time: 0.0013 memory: 4390 loss: 3.6909 2022/12/06 22:12:37 - mmengine - INFO - Epoch(train) [57][3400/5005] lr: 8.1458e-02 eta: 1 day, 3:05:50 time: 0.1362 data_time: 0.0012 memory: 4390 loss: 3.6209 2022/12/06 22:12:51 - mmengine - INFO - Epoch(train) [57][3500/5005] lr: 8.1446e-02 eta: 1 day, 3:05:37 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.4410 2022/12/06 22:13:05 - mmengine - INFO - Epoch(train) [57][3600/5005] lr: 8.1434e-02 eta: 1 day, 3:05:23 time: 0.1369 data_time: 0.0013 memory: 4390 loss: 3.2903 2022/12/06 22:13:19 - mmengine - INFO - Epoch(train) [57][3700/5005] lr: 8.1422e-02 eta: 1 day, 3:05:10 time: 0.1357 data_time: 0.0012 memory: 4390 loss: 3.5495 2022/12/06 22:13:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:13:32 - mmengine - INFO - Epoch(train) [57][3800/5005] lr: 8.1410e-02 eta: 1 day, 3:04:56 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.4541 2022/12/06 22:13:46 - mmengine - INFO - Epoch(train) [57][3900/5005] lr: 8.1397e-02 eta: 1 day, 3:04:43 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.2895 2022/12/06 22:14:00 - mmengine - INFO - Epoch(train) [57][4000/5005] lr: 8.1385e-02 eta: 1 day, 3:04:29 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.4915 2022/12/06 22:14:13 - mmengine - INFO - Epoch(train) [57][4100/5005] lr: 8.1373e-02 eta: 1 day, 3:04:16 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.6898 2022/12/06 22:14:27 - mmengine - INFO - Epoch(train) [57][4200/5005] lr: 8.1361e-02 eta: 1 day, 3:04:02 time: 0.1358 data_time: 0.0014 memory: 4390 loss: 3.4228 2022/12/06 22:14:41 - mmengine - INFO - Epoch(train) [57][4300/5005] lr: 8.1349e-02 eta: 1 day, 3:03:49 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.4532 2022/12/06 22:14:55 - mmengine - INFO - Epoch(train) [57][4400/5005] lr: 8.1336e-02 eta: 1 day, 3:03:35 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.6310 2022/12/06 22:15:09 - mmengine - INFO - Epoch(train) [57][4500/5005] lr: 8.1324e-02 eta: 1 day, 3:03:22 time: 0.1462 data_time: 0.0012 memory: 4390 loss: 3.4398 2022/12/06 22:15:22 - mmengine - INFO - Epoch(train) [57][4600/5005] lr: 8.1312e-02 eta: 1 day, 3:03:09 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 3.2267 2022/12/06 22:15:36 - mmengine - INFO - Epoch(train) [57][4700/5005] lr: 8.1300e-02 eta: 1 day, 3:02:56 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.5296 2022/12/06 22:15:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:15:50 - mmengine - INFO - Epoch(train) [57][4800/5005] lr: 8.1287e-02 eta: 1 day, 3:02:42 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.7084 2022/12/06 22:16:03 - mmengine - INFO - Epoch(train) [57][4900/5005] lr: 8.1275e-02 eta: 1 day, 3:02:29 time: 0.1381 data_time: 0.0015 memory: 4390 loss: 3.5938 2022/12/06 22:16:17 - mmengine - INFO - Epoch(train) [57][5000/5005] lr: 8.1263e-02 eta: 1 day, 3:02:15 time: 0.1369 data_time: 0.0023 memory: 4390 loss: 3.3537 2022/12/06 22:16:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:16:18 - mmengine - INFO - Saving checkpoint at 57 epochs 2022/12/06 22:16:29 - mmengine - INFO - Epoch(val) [57][100/196] eta: 0:00:08 time: 0.0851 data_time: 0.0547 memory: 4390 2022/12/06 22:16:49 - mmengine - INFO - Epoch(val) [57][196/196] accuracy/top1: 63.4980 accuracy/top5: 85.8900 2022/12/06 22:17:03 - mmengine - INFO - Epoch(train) [58][ 100/5005] lr: 8.1250e-02 eta: 1 day, 3:02:03 time: 0.1371 data_time: 0.0015 memory: 4391 loss: 3.6664 2022/12/06 22:17:17 - mmengine - INFO - Epoch(train) [58][ 200/5005] lr: 8.1238e-02 eta: 1 day, 3:01:50 time: 0.1430 data_time: 0.0016 memory: 4390 loss: 3.4961 2022/12/06 22:17:31 - mmengine - INFO - Epoch(train) [58][ 300/5005] lr: 8.1226e-02 eta: 1 day, 3:01:36 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.6197 2022/12/06 22:17:45 - mmengine - INFO - Epoch(train) [58][ 400/5005] lr: 8.1213e-02 eta: 1 day, 3:01:23 time: 0.1368 data_time: 0.0013 memory: 4390 loss: 3.3970 2022/12/06 22:17:58 - mmengine - INFO - Epoch(train) [58][ 500/5005] lr: 8.1201e-02 eta: 1 day, 3:01:10 time: 0.1379 data_time: 0.0013 memory: 4390 loss: 3.2953 2022/12/06 22:18:12 - mmengine - INFO - Epoch(train) [58][ 600/5005] lr: 8.1189e-02 eta: 1 day, 3:00:56 time: 0.1366 data_time: 0.0014 memory: 4390 loss: 3.4027 2022/12/06 22:18:26 - mmengine - INFO - Epoch(train) [58][ 700/5005] lr: 8.1176e-02 eta: 1 day, 3:00:43 time: 0.1371 data_time: 0.0013 memory: 4390 loss: 3.5276 2022/12/06 22:18:28 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:18:40 - mmengine - INFO - Epoch(train) [58][ 800/5005] lr: 8.1164e-02 eta: 1 day, 3:00:30 time: 0.1373 data_time: 0.0013 memory: 4390 loss: 3.4545 2022/12/06 22:18:54 - mmengine - INFO - Epoch(train) [58][ 900/5005] lr: 8.1152e-02 eta: 1 day, 3:00:17 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 3.2975 2022/12/06 22:19:07 - mmengine - INFO - Epoch(train) [58][1000/5005] lr: 8.1140e-02 eta: 1 day, 3:00:03 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.4996 2022/12/06 22:19:21 - mmengine - INFO - Epoch(train) [58][1100/5005] lr: 8.1127e-02 eta: 1 day, 2:59:50 time: 0.1369 data_time: 0.0013 memory: 4390 loss: 3.5814 2022/12/06 22:19:35 - mmengine - INFO - Epoch(train) [58][1200/5005] lr: 8.1115e-02 eta: 1 day, 2:59:36 time: 0.1372 data_time: 0.0013 memory: 4390 loss: 3.3581 2022/12/06 22:19:48 - mmengine - INFO - Epoch(train) [58][1300/5005] lr: 8.1103e-02 eta: 1 day, 2:59:23 time: 0.1389 data_time: 0.0013 memory: 4390 loss: 3.8398 2022/12/06 22:20:02 - mmengine - INFO - Epoch(train) [58][1400/5005] lr: 8.1091e-02 eta: 1 day, 2:59:10 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.6674 2022/12/06 22:20:16 - mmengine - INFO - Epoch(train) [58][1500/5005] lr: 8.1078e-02 eta: 1 day, 2:58:56 time: 0.1441 data_time: 0.0013 memory: 4390 loss: 3.5659 2022/12/06 22:20:30 - mmengine - INFO - Epoch(train) [58][1600/5005] lr: 8.1066e-02 eta: 1 day, 2:58:43 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.1487 2022/12/06 22:20:43 - mmengine - INFO - Epoch(train) [58][1700/5005] lr: 8.1054e-02 eta: 1 day, 2:58:30 time: 0.1370 data_time: 0.0014 memory: 4390 loss: 3.8969 2022/12/06 22:20:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:20:57 - mmengine - INFO - Epoch(train) [58][1800/5005] lr: 8.1041e-02 eta: 1 day, 2:58:16 time: 0.1378 data_time: 0.0013 memory: 4390 loss: 3.3481 2022/12/06 22:21:11 - mmengine - INFO - Epoch(train) [58][1900/5005] lr: 8.1029e-02 eta: 1 day, 2:58:03 time: 0.1364 data_time: 0.0016 memory: 4390 loss: 3.3233 2022/12/06 22:21:25 - mmengine - INFO - Epoch(train) [58][2000/5005] lr: 8.1017e-02 eta: 1 day, 2:57:50 time: 0.1358 data_time: 0.0015 memory: 4390 loss: 3.3322 2022/12/06 22:21:38 - mmengine - INFO - Epoch(train) [58][2100/5005] lr: 8.1004e-02 eta: 1 day, 2:57:36 time: 0.1361 data_time: 0.0017 memory: 4390 loss: 3.7482 2022/12/06 22:21:52 - mmengine - INFO - Epoch(train) [58][2200/5005] lr: 8.0992e-02 eta: 1 day, 2:57:23 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.5703 2022/12/06 22:22:06 - mmengine - INFO - Epoch(train) [58][2300/5005] lr: 8.0980e-02 eta: 1 day, 2:57:09 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 2.8720 2022/12/06 22:22:20 - mmengine - INFO - Epoch(train) [58][2400/5005] lr: 8.0967e-02 eta: 1 day, 2:56:56 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.1548 2022/12/06 22:22:33 - mmengine - INFO - Epoch(train) [58][2500/5005] lr: 8.0955e-02 eta: 1 day, 2:56:43 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.3635 2022/12/06 22:22:47 - mmengine - INFO - Epoch(train) [58][2600/5005] lr: 8.0943e-02 eta: 1 day, 2:56:29 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.0041 2022/12/06 22:23:01 - mmengine - INFO - Epoch(train) [58][2700/5005] lr: 8.0930e-02 eta: 1 day, 2:56:16 time: 0.1362 data_time: 0.0017 memory: 4390 loss: 3.5084 2022/12/06 22:23:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:23:15 - mmengine - INFO - Epoch(train) [58][2800/5005] lr: 8.0918e-02 eta: 1 day, 2:56:02 time: 0.1358 data_time: 0.0014 memory: 4390 loss: 3.8631 2022/12/06 22:23:28 - mmengine - INFO - Epoch(train) [58][2900/5005] lr: 8.0906e-02 eta: 1 day, 2:55:49 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.0165 2022/12/06 22:23:42 - mmengine - INFO - Epoch(train) [58][3000/5005] lr: 8.0893e-02 eta: 1 day, 2:55:35 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.1615 2022/12/06 22:23:56 - mmengine - INFO - Epoch(train) [58][3100/5005] lr: 8.0881e-02 eta: 1 day, 2:55:22 time: 0.1356 data_time: 0.0013 memory: 4390 loss: 3.3546 2022/12/06 22:24:09 - mmengine - INFO - Epoch(train) [58][3200/5005] lr: 8.0869e-02 eta: 1 day, 2:55:08 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.3865 2022/12/06 22:24:23 - mmengine - INFO - Epoch(train) [58][3300/5005] lr: 8.0856e-02 eta: 1 day, 2:54:55 time: 0.1362 data_time: 0.0014 memory: 4390 loss: 4.1645 2022/12/06 22:24:37 - mmengine - INFO - Epoch(train) [58][3400/5005] lr: 8.0844e-02 eta: 1 day, 2:54:41 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.7759 2022/12/06 22:24:50 - mmengine - INFO - Epoch(train) [58][3500/5005] lr: 8.0832e-02 eta: 1 day, 2:54:28 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.4998 2022/12/06 22:25:04 - mmengine - INFO - Epoch(train) [58][3600/5005] lr: 8.0819e-02 eta: 1 day, 2:54:15 time: 0.1354 data_time: 0.0014 memory: 4390 loss: 3.5545 2022/12/06 22:25:18 - mmengine - INFO - Epoch(train) [58][3700/5005] lr: 8.0807e-02 eta: 1 day, 2:54:01 time: 0.1359 data_time: 0.0014 memory: 4390 loss: 3.2774 2022/12/06 22:25:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:25:32 - mmengine - INFO - Epoch(train) [58][3800/5005] lr: 8.0795e-02 eta: 1 day, 2:53:48 time: 0.1371 data_time: 0.0014 memory: 4390 loss: 2.8971 2022/12/06 22:25:45 - mmengine - INFO - Epoch(train) [58][3900/5005] lr: 8.0782e-02 eta: 1 day, 2:53:35 time: 0.1396 data_time: 0.0013 memory: 4390 loss: 3.7370 2022/12/06 22:25:59 - mmengine - INFO - Epoch(train) [58][4000/5005] lr: 8.0770e-02 eta: 1 day, 2:53:21 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 3.6970 2022/12/06 22:26:13 - mmengine - INFO - Epoch(train) [58][4100/5005] lr: 8.0758e-02 eta: 1 day, 2:53:08 time: 0.1363 data_time: 0.0014 memory: 4390 loss: 2.9921 2022/12/06 22:26:27 - mmengine - INFO - Epoch(train) [58][4200/5005] lr: 8.0745e-02 eta: 1 day, 2:52:55 time: 0.1369 data_time: 0.0013 memory: 4390 loss: 3.0489 2022/12/06 22:26:40 - mmengine - INFO - Epoch(train) [58][4300/5005] lr: 8.0733e-02 eta: 1 day, 2:52:41 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.7015 2022/12/06 22:26:54 - mmengine - INFO - Epoch(train) [58][4400/5005] lr: 8.0720e-02 eta: 1 day, 2:52:28 time: 0.1361 data_time: 0.0015 memory: 4390 loss: 3.3888 2022/12/06 22:27:08 - mmengine - INFO - Epoch(train) [58][4500/5005] lr: 8.0708e-02 eta: 1 day, 2:52:14 time: 0.1361 data_time: 0.0016 memory: 4390 loss: 3.3113 2022/12/06 22:27:22 - mmengine - INFO - Epoch(train) [58][4600/5005] lr: 8.0696e-02 eta: 1 day, 2:52:01 time: 0.1361 data_time: 0.0016 memory: 4390 loss: 3.4189 2022/12/06 22:27:35 - mmengine - INFO - Epoch(train) [58][4700/5005] lr: 8.0683e-02 eta: 1 day, 2:51:47 time: 0.1359 data_time: 0.0016 memory: 4390 loss: 3.5007 2022/12/06 22:27:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:27:49 - mmengine - INFO - Epoch(train) [58][4800/5005] lr: 8.0671e-02 eta: 1 day, 2:51:34 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.5801 2022/12/06 22:28:03 - mmengine - INFO - Epoch(train) [58][4900/5005] lr: 8.0658e-02 eta: 1 day, 2:51:21 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.3643 2022/12/06 22:28:17 - mmengine - INFO - Epoch(train) [58][5000/5005] lr: 8.0646e-02 eta: 1 day, 2:51:08 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.4538 2022/12/06 22:28:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:28:17 - mmengine - INFO - Saving checkpoint at 58 epochs 2022/12/06 22:28:28 - mmengine - INFO - Epoch(val) [58][100/196] eta: 0:00:08 time: 0.0828 data_time: 0.0520 memory: 4390 2022/12/06 22:28:48 - mmengine - INFO - Epoch(val) [58][196/196] accuracy/top1: 63.0920 accuracy/top5: 85.6700 2022/12/06 22:29:03 - mmengine - INFO - Epoch(train) [59][ 100/5005] lr: 8.0633e-02 eta: 1 day, 2:50:55 time: 0.1372 data_time: 0.0014 memory: 4391 loss: 3.6942 2022/12/06 22:29:17 - mmengine - INFO - Epoch(train) [59][ 200/5005] lr: 8.0621e-02 eta: 1 day, 2:50:42 time: 0.1384 data_time: 0.0015 memory: 4390 loss: 3.2570 2022/12/06 22:29:30 - mmengine - INFO - Epoch(train) [59][ 300/5005] lr: 8.0608e-02 eta: 1 day, 2:50:29 time: 0.1371 data_time: 0.0013 memory: 4390 loss: 3.5136 2022/12/06 22:29:44 - mmengine - INFO - Epoch(train) [59][ 400/5005] lr: 8.0596e-02 eta: 1 day, 2:50:15 time: 0.1373 data_time: 0.0013 memory: 4390 loss: 3.7765 2022/12/06 22:29:58 - mmengine - INFO - Epoch(train) [59][ 500/5005] lr: 8.0583e-02 eta: 1 day, 2:50:02 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.1833 2022/12/06 22:30:11 - mmengine - INFO - Epoch(train) [59][ 600/5005] lr: 8.0571e-02 eta: 1 day, 2:49:48 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.2256 2022/12/06 22:30:25 - mmengine - INFO - Epoch(train) [59][ 700/5005] lr: 8.0559e-02 eta: 1 day, 2:49:35 time: 0.1369 data_time: 0.0018 memory: 4390 loss: 3.2971 2022/12/06 22:30:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:30:39 - mmengine - INFO - Epoch(train) [59][ 800/5005] lr: 8.0546e-02 eta: 1 day, 2:49:22 time: 0.1369 data_time: 0.0020 memory: 4390 loss: 3.1572 2022/12/06 22:30:53 - mmengine - INFO - Epoch(train) [59][ 900/5005] lr: 8.0534e-02 eta: 1 day, 2:49:09 time: 0.1488 data_time: 0.0017 memory: 4390 loss: 3.5365 2022/12/06 22:31:07 - mmengine - INFO - Epoch(train) [59][1000/5005] lr: 8.0521e-02 eta: 1 day, 2:48:55 time: 0.1422 data_time: 0.0018 memory: 4390 loss: 3.4003 2022/12/06 22:31:20 - mmengine - INFO - Epoch(train) [59][1100/5005] lr: 8.0509e-02 eta: 1 day, 2:48:42 time: 0.1366 data_time: 0.0018 memory: 4390 loss: 4.0428 2022/12/06 22:31:34 - mmengine - INFO - Epoch(train) [59][1200/5005] lr: 8.0496e-02 eta: 1 day, 2:48:28 time: 0.1360 data_time: 0.0018 memory: 4390 loss: 3.3321 2022/12/06 22:31:48 - mmengine - INFO - Epoch(train) [59][1300/5005] lr: 8.0484e-02 eta: 1 day, 2:48:15 time: 0.1365 data_time: 0.0017 memory: 4390 loss: 3.6422 2022/12/06 22:32:02 - mmengine - INFO - Epoch(train) [59][1400/5005] lr: 8.0472e-02 eta: 1 day, 2:48:02 time: 0.1359 data_time: 0.0017 memory: 4390 loss: 3.1090 2022/12/06 22:32:15 - mmengine - INFO - Epoch(train) [59][1500/5005] lr: 8.0459e-02 eta: 1 day, 2:47:48 time: 0.1361 data_time: 0.0016 memory: 4390 loss: 3.7845 2022/12/06 22:32:29 - mmengine - INFO - Epoch(train) [59][1600/5005] lr: 8.0447e-02 eta: 1 day, 2:47:35 time: 0.1359 data_time: 0.0016 memory: 4390 loss: 3.0710 2022/12/06 22:32:43 - mmengine - INFO - Epoch(train) [59][1700/5005] lr: 8.0434e-02 eta: 1 day, 2:47:21 time: 0.1368 data_time: 0.0015 memory: 4390 loss: 3.5277 2022/12/06 22:32:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:32:57 - mmengine - INFO - Epoch(train) [59][1800/5005] lr: 8.0422e-02 eta: 1 day, 2:47:08 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.6937 2022/12/06 22:33:10 - mmengine - INFO - Epoch(train) [59][1900/5005] lr: 8.0409e-02 eta: 1 day, 2:46:55 time: 0.1360 data_time: 0.0014 memory: 4390 loss: 2.9149 2022/12/06 22:33:24 - mmengine - INFO - Epoch(train) [59][2000/5005] lr: 8.0397e-02 eta: 1 day, 2:46:42 time: 0.1401 data_time: 0.0013 memory: 4390 loss: 2.9618 2022/12/06 22:33:38 - mmengine - INFO - Epoch(train) [59][2100/5005] lr: 8.0384e-02 eta: 1 day, 2:46:28 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.7322 2022/12/06 22:33:52 - mmengine - INFO - Epoch(train) [59][2200/5005] lr: 8.0372e-02 eta: 1 day, 2:46:15 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.3408 2022/12/06 22:34:06 - mmengine - INFO - Epoch(train) [59][2300/5005] lr: 8.0359e-02 eta: 1 day, 2:46:02 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.3844 2022/12/06 22:34:19 - mmengine - INFO - Epoch(train) [59][2400/5005] lr: 8.0347e-02 eta: 1 day, 2:45:48 time: 0.1378 data_time: 0.0013 memory: 4390 loss: 3.8040 2022/12/06 22:34:33 - mmengine - INFO - Epoch(train) [59][2500/5005] lr: 8.0335e-02 eta: 1 day, 2:45:35 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.8095 2022/12/06 22:34:47 - mmengine - INFO - Epoch(train) [59][2600/5005] lr: 8.0322e-02 eta: 1 day, 2:45:22 time: 0.1375 data_time: 0.0013 memory: 4390 loss: 3.4189 2022/12/06 22:35:01 - mmengine - INFO - Epoch(train) [59][2700/5005] lr: 8.0310e-02 eta: 1 day, 2:45:09 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.2889 2022/12/06 22:35:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:35:15 - mmengine - INFO - Epoch(train) [59][2800/5005] lr: 8.0297e-02 eta: 1 day, 2:44:56 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.2811 2022/12/06 22:35:28 - mmengine - INFO - Epoch(train) [59][2900/5005] lr: 8.0285e-02 eta: 1 day, 2:44:42 time: 0.1372 data_time: 0.0013 memory: 4390 loss: 3.2484 2022/12/06 22:35:42 - mmengine - INFO - Epoch(train) [59][3000/5005] lr: 8.0272e-02 eta: 1 day, 2:44:29 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.5225 2022/12/06 22:35:56 - mmengine - INFO - Epoch(train) [59][3100/5005] lr: 8.0260e-02 eta: 1 day, 2:44:16 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.3266 2022/12/06 22:36:10 - mmengine - INFO - Epoch(train) [59][3200/5005] lr: 8.0247e-02 eta: 1 day, 2:44:02 time: 0.1361 data_time: 0.0014 memory: 4390 loss: 3.6615 2022/12/06 22:36:23 - mmengine - INFO - Epoch(train) [59][3300/5005] lr: 8.0235e-02 eta: 1 day, 2:43:49 time: 0.1369 data_time: 0.0013 memory: 4390 loss: 3.5957 2022/12/06 22:36:37 - mmengine - INFO - Epoch(train) [59][3400/5005] lr: 8.0222e-02 eta: 1 day, 2:43:36 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.7802 2022/12/06 22:36:51 - mmengine - INFO - Epoch(train) [59][3500/5005] lr: 8.0210e-02 eta: 1 day, 2:43:22 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.2680 2022/12/06 22:37:05 - mmengine - INFO - Epoch(train) [59][3600/5005] lr: 8.0197e-02 eta: 1 day, 2:43:09 time: 0.1361 data_time: 0.0014 memory: 4390 loss: 3.1452 2022/12/06 22:37:18 - mmengine - INFO - Epoch(train) [59][3700/5005] lr: 8.0185e-02 eta: 1 day, 2:42:55 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.4695 2022/12/06 22:37:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:37:32 - mmengine - INFO - Epoch(train) [59][3800/5005] lr: 8.0172e-02 eta: 1 day, 2:42:42 time: 0.1374 data_time: 0.0013 memory: 4390 loss: 3.5599 2022/12/06 22:37:46 - mmengine - INFO - Epoch(train) [59][3900/5005] lr: 8.0160e-02 eta: 1 day, 2:42:28 time: 0.1366 data_time: 0.0015 memory: 4390 loss: 3.9501 2022/12/06 22:37:59 - mmengine - INFO - Epoch(train) [59][4000/5005] lr: 8.0147e-02 eta: 1 day, 2:42:15 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.5767 2022/12/06 22:38:13 - mmengine - INFO - Epoch(train) [59][4100/5005] lr: 8.0135e-02 eta: 1 day, 2:42:01 time: 0.1363 data_time: 0.0014 memory: 4390 loss: 3.3607 2022/12/06 22:38:27 - mmengine - INFO - Epoch(train) [59][4200/5005] lr: 8.0122e-02 eta: 1 day, 2:41:48 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.9637 2022/12/06 22:38:41 - mmengine - INFO - Epoch(train) [59][4300/5005] lr: 8.0110e-02 eta: 1 day, 2:41:35 time: 0.1369 data_time: 0.0013 memory: 4390 loss: 3.7026 2022/12/06 22:38:55 - mmengine - INFO - Epoch(train) [59][4400/5005] lr: 8.0097e-02 eta: 1 day, 2:41:22 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.6061 2022/12/06 22:39:08 - mmengine - INFO - Epoch(train) [59][4500/5005] lr: 8.0084e-02 eta: 1 day, 2:41:08 time: 0.1373 data_time: 0.0013 memory: 4390 loss: 3.4303 2022/12/06 22:39:22 - mmengine - INFO - Epoch(train) [59][4600/5005] lr: 8.0072e-02 eta: 1 day, 2:40:55 time: 0.1367 data_time: 0.0012 memory: 4390 loss: 3.7296 2022/12/06 22:39:36 - mmengine - INFO - Epoch(train) [59][4700/5005] lr: 8.0059e-02 eta: 1 day, 2:40:42 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.1605 2022/12/06 22:39:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:39:50 - mmengine - INFO - Epoch(train) [59][4800/5005] lr: 8.0047e-02 eta: 1 day, 2:40:28 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.5414 2022/12/06 22:40:03 - mmengine - INFO - Epoch(train) [59][4900/5005] lr: 8.0034e-02 eta: 1 day, 2:40:15 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.4783 2022/12/06 22:40:17 - mmengine - INFO - Epoch(train) [59][5000/5005] lr: 8.0022e-02 eta: 1 day, 2:40:02 time: 0.1385 data_time: 0.0021 memory: 4390 loss: 3.0759 2022/12/06 22:40:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:40:18 - mmengine - INFO - Saving checkpoint at 59 epochs 2022/12/06 22:40:29 - mmengine - INFO - Epoch(val) [59][100/196] eta: 0:00:08 time: 0.0776 data_time: 0.0471 memory: 4390 2022/12/06 22:40:48 - mmengine - INFO - Epoch(val) [59][196/196] accuracy/top1: 63.1960 accuracy/top5: 85.7220 2022/12/06 22:41:03 - mmengine - INFO - Epoch(train) [60][ 100/5005] lr: 8.0009e-02 eta: 1 day, 2:39:50 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.4324 2022/12/06 22:41:17 - mmengine - INFO - Epoch(train) [60][ 200/5005] lr: 7.9996e-02 eta: 1 day, 2:39:37 time: 0.1370 data_time: 0.0013 memory: 4390 loss: 3.4781 2022/12/06 22:41:30 - mmengine - INFO - Epoch(train) [60][ 300/5005] lr: 7.9983e-02 eta: 1 day, 2:39:23 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.3240 2022/12/06 22:41:44 - mmengine - INFO - Epoch(train) [60][ 400/5005] lr: 7.9971e-02 eta: 1 day, 2:39:10 time: 0.1368 data_time: 0.0012 memory: 4390 loss: 3.6386 2022/12/06 22:41:58 - mmengine - INFO - Epoch(train) [60][ 500/5005] lr: 7.9958e-02 eta: 1 day, 2:38:56 time: 0.1359 data_time: 0.0015 memory: 4390 loss: 3.1482 2022/12/06 22:42:11 - mmengine - INFO - Epoch(train) [60][ 600/5005] lr: 7.9946e-02 eta: 1 day, 2:38:43 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.7501 2022/12/06 22:42:25 - mmengine - INFO - Epoch(train) [60][ 700/5005] lr: 7.9933e-02 eta: 1 day, 2:38:29 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.2869 2022/12/06 22:42:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:42:39 - mmengine - INFO - Epoch(train) [60][ 800/5005] lr: 7.9921e-02 eta: 1 day, 2:38:16 time: 0.1357 data_time: 0.0017 memory: 4390 loss: 3.6742 2022/12/06 22:42:52 - mmengine - INFO - Epoch(train) [60][ 900/5005] lr: 7.9908e-02 eta: 1 day, 2:38:02 time: 0.1363 data_time: 0.0017 memory: 4390 loss: 3.7754 2022/12/06 22:43:06 - mmengine - INFO - Epoch(train) [60][1000/5005] lr: 7.9896e-02 eta: 1 day, 2:37:49 time: 0.1368 data_time: 0.0013 memory: 4390 loss: 3.6186 2022/12/06 22:43:20 - mmengine - INFO - Epoch(train) [60][1100/5005] lr: 7.9883e-02 eta: 1 day, 2:37:36 time: 0.1378 data_time: 0.0013 memory: 4390 loss: 3.5259 2022/12/06 22:43:34 - mmengine - INFO - Epoch(train) [60][1200/5005] lr: 7.9870e-02 eta: 1 day, 2:37:22 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.2216 2022/12/06 22:43:47 - mmengine - INFO - Epoch(train) [60][1300/5005] lr: 7.9858e-02 eta: 1 day, 2:37:09 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.1630 2022/12/06 22:44:01 - mmengine - INFO - Epoch(train) [60][1400/5005] lr: 7.9845e-02 eta: 1 day, 2:36:55 time: 0.1370 data_time: 0.0012 memory: 4390 loss: 3.7807 2022/12/06 22:44:15 - mmengine - INFO - Epoch(train) [60][1500/5005] lr: 7.9833e-02 eta: 1 day, 2:36:42 time: 0.1371 data_time: 0.0013 memory: 4390 loss: 3.8595 2022/12/06 22:44:29 - mmengine - INFO - Epoch(train) [60][1600/5005] lr: 7.9820e-02 eta: 1 day, 2:36:29 time: 0.1376 data_time: 0.0013 memory: 4390 loss: 3.6365 2022/12/06 22:44:43 - mmengine - INFO - Epoch(train) [60][1700/5005] lr: 7.9807e-02 eta: 1 day, 2:36:16 time: 0.1375 data_time: 0.0013 memory: 4390 loss: 3.3150 2022/12/06 22:44:43 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:44:56 - mmengine - INFO - Epoch(train) [60][1800/5005] lr: 7.9795e-02 eta: 1 day, 2:36:03 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.5687 2022/12/06 22:45:10 - mmengine - INFO - Epoch(train) [60][1900/5005] lr: 7.9782e-02 eta: 1 day, 2:35:49 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.6460 2022/12/06 22:45:24 - mmengine - INFO - Epoch(train) [60][2000/5005] lr: 7.9770e-02 eta: 1 day, 2:35:36 time: 0.1366 data_time: 0.0015 memory: 4390 loss: 2.8656 2022/12/06 22:45:38 - mmengine - INFO - Epoch(train) [60][2100/5005] lr: 7.9757e-02 eta: 1 day, 2:35:22 time: 0.1398 data_time: 0.0015 memory: 4390 loss: 3.6567 2022/12/06 22:45:51 - mmengine - INFO - Epoch(train) [60][2200/5005] lr: 7.9744e-02 eta: 1 day, 2:35:09 time: 0.1359 data_time: 0.0016 memory: 4390 loss: 3.6724 2022/12/06 22:46:05 - mmengine - INFO - Epoch(train) [60][2300/5005] lr: 7.9732e-02 eta: 1 day, 2:34:55 time: 0.1360 data_time: 0.0016 memory: 4390 loss: 3.3554 2022/12/06 22:46:19 - mmengine - INFO - Epoch(train) [60][2400/5005] lr: 7.9719e-02 eta: 1 day, 2:34:42 time: 0.1364 data_time: 0.0016 memory: 4390 loss: 3.7625 2022/12/06 22:46:33 - mmengine - INFO - Epoch(train) [60][2500/5005] lr: 7.9706e-02 eta: 1 day, 2:34:29 time: 0.1367 data_time: 0.0012 memory: 4390 loss: 3.3258 2022/12/06 22:46:46 - mmengine - INFO - Epoch(train) [60][2600/5005] lr: 7.9694e-02 eta: 1 day, 2:34:15 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.0701 2022/12/06 22:47:00 - mmengine - INFO - Epoch(train) [60][2700/5005] lr: 7.9681e-02 eta: 1 day, 2:34:02 time: 0.1359 data_time: 0.0014 memory: 4390 loss: 3.6875 2022/12/06 22:47:01 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:47:14 - mmengine - INFO - Epoch(train) [60][2800/5005] lr: 7.9669e-02 eta: 1 day, 2:33:48 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.4426 2022/12/06 22:47:27 - mmengine - INFO - Epoch(train) [60][2900/5005] lr: 7.9656e-02 eta: 1 day, 2:33:35 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.7487 2022/12/06 22:47:41 - mmengine - INFO - Epoch(train) [60][3000/5005] lr: 7.9643e-02 eta: 1 day, 2:33:22 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 4.0056 2022/12/06 22:47:55 - mmengine - INFO - Epoch(train) [60][3100/5005] lr: 7.9631e-02 eta: 1 day, 2:33:08 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.3851 2022/12/06 22:48:09 - mmengine - INFO - Epoch(train) [60][3200/5005] lr: 7.9618e-02 eta: 1 day, 2:32:54 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.0440 2022/12/06 22:48:22 - mmengine - INFO - Epoch(train) [60][3300/5005] lr: 7.9605e-02 eta: 1 day, 2:32:41 time: 0.1355 data_time: 0.0013 memory: 4390 loss: 3.2475 2022/12/06 22:48:36 - mmengine - INFO - Epoch(train) [60][3400/5005] lr: 7.9593e-02 eta: 1 day, 2:32:28 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 3.5024 2022/12/06 22:48:50 - mmengine - INFO - Epoch(train) [60][3500/5005] lr: 7.9580e-02 eta: 1 day, 2:32:15 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.6959 2022/12/06 22:49:04 - mmengine - INFO - Epoch(train) [60][3600/5005] lr: 7.9567e-02 eta: 1 day, 2:32:01 time: 0.1368 data_time: 0.0012 memory: 4390 loss: 3.5832 2022/12/06 22:49:17 - mmengine - INFO - Epoch(train) [60][3700/5005] lr: 7.9555e-02 eta: 1 day, 2:31:48 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.5099 2022/12/06 22:49:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:49:31 - mmengine - INFO - Epoch(train) [60][3800/5005] lr: 7.9542e-02 eta: 1 day, 2:31:34 time: 0.1370 data_time: 0.0012 memory: 4390 loss: 2.9836 2022/12/06 22:49:45 - mmengine - INFO - Epoch(train) [60][3900/5005] lr: 7.9529e-02 eta: 1 day, 2:31:21 time: 0.1398 data_time: 0.0013 memory: 4390 loss: 3.1853 2022/12/06 22:49:59 - mmengine - INFO - Epoch(train) [60][4000/5005] lr: 7.9517e-02 eta: 1 day, 2:31:08 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.5154 2022/12/06 22:50:12 - mmengine - INFO - Epoch(train) [60][4100/5005] lr: 7.9504e-02 eta: 1 day, 2:30:54 time: 0.1434 data_time: 0.0014 memory: 4390 loss: 3.5008 2022/12/06 22:50:26 - mmengine - INFO - Epoch(train) [60][4200/5005] lr: 7.9491e-02 eta: 1 day, 2:30:41 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 2.9824 2022/12/06 22:50:40 - mmengine - INFO - Epoch(train) [60][4300/5005] lr: 7.9479e-02 eta: 1 day, 2:30:27 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.3544 2022/12/06 22:50:54 - mmengine - INFO - Epoch(train) [60][4400/5005] lr: 7.9466e-02 eta: 1 day, 2:30:14 time: 0.1368 data_time: 0.0013 memory: 4390 loss: 3.6657 2022/12/06 22:51:08 - mmengine - INFO - Epoch(train) [60][4500/5005] lr: 7.9453e-02 eta: 1 day, 2:30:01 time: 0.1454 data_time: 0.0013 memory: 4390 loss: 3.3842 2022/12/06 22:51:21 - mmengine - INFO - Epoch(train) [60][4600/5005] lr: 7.9441e-02 eta: 1 day, 2:29:48 time: 0.1357 data_time: 0.0013 memory: 4390 loss: 3.4166 2022/12/06 22:51:35 - mmengine - INFO - Epoch(train) [60][4700/5005] lr: 7.9428e-02 eta: 1 day, 2:29:34 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.6499 2022/12/06 22:51:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:51:49 - mmengine - INFO - Epoch(train) [60][4800/5005] lr: 7.9415e-02 eta: 1 day, 2:29:21 time: 0.1368 data_time: 0.0013 memory: 4390 loss: 3.5603 2022/12/06 22:52:02 - mmengine - INFO - Epoch(train) [60][4900/5005] lr: 7.9403e-02 eta: 1 day, 2:29:07 time: 0.1374 data_time: 0.0013 memory: 4390 loss: 3.6471 2022/12/06 22:52:16 - mmengine - INFO - Epoch(train) [60][5000/5005] lr: 7.9390e-02 eta: 1 day, 2:28:54 time: 0.1378 data_time: 0.0022 memory: 4390 loss: 3.1181 2022/12/06 22:52:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:52:17 - mmengine - INFO - Saving checkpoint at 60 epochs 2022/12/06 22:52:27 - mmengine - INFO - Epoch(val) [60][100/196] eta: 0:00:08 time: 0.0841 data_time: 0.0392 memory: 4390 2022/12/06 22:52:47 - mmengine - INFO - Epoch(val) [60][196/196] accuracy/top1: 62.7020 accuracy/top5: 85.3700 2022/12/06 22:53:01 - mmengine - INFO - Epoch(train) [61][ 100/5005] lr: 7.9377e-02 eta: 1 day, 2:28:41 time: 0.1373 data_time: 0.0012 memory: 4390 loss: 3.3917 2022/12/06 22:53:15 - mmengine - INFO - Epoch(train) [61][ 200/5005] lr: 7.9364e-02 eta: 1 day, 2:28:28 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.4566 2022/12/06 22:53:29 - mmengine - INFO - Epoch(train) [61][ 300/5005] lr: 7.9351e-02 eta: 1 day, 2:28:14 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.9923 2022/12/06 22:53:42 - mmengine - INFO - Epoch(train) [61][ 400/5005] lr: 7.9339e-02 eta: 1 day, 2:28:01 time: 0.1370 data_time: 0.0012 memory: 4390 loss: 3.7481 2022/12/06 22:53:56 - mmengine - INFO - Epoch(train) [61][ 500/5005] lr: 7.9326e-02 eta: 1 day, 2:27:47 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.1419 2022/12/06 22:54:10 - mmengine - INFO - Epoch(train) [61][ 600/5005] lr: 7.9313e-02 eta: 1 day, 2:27:34 time: 0.1362 data_time: 0.0012 memory: 4390 loss: 3.1101 2022/12/06 22:54:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:54:24 - mmengine - INFO - Epoch(train) [61][ 700/5005] lr: 7.9300e-02 eta: 1 day, 2:27:21 time: 0.1368 data_time: 0.0013 memory: 4390 loss: 3.5750 2022/12/06 22:54:38 - mmengine - INFO - Epoch(train) [61][ 800/5005] lr: 7.9288e-02 eta: 1 day, 2:27:08 time: 0.1371 data_time: 0.0013 memory: 4390 loss: 3.6964 2022/12/06 22:54:51 - mmengine - INFO - Epoch(train) [61][ 900/5005] lr: 7.9275e-02 eta: 1 day, 2:26:54 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.1516 2022/12/06 22:55:05 - mmengine - INFO - Epoch(train) [61][1000/5005] lr: 7.9262e-02 eta: 1 day, 2:26:41 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.7356 2022/12/06 22:55:19 - mmengine - INFO - Epoch(train) [61][1100/5005] lr: 7.9250e-02 eta: 1 day, 2:26:27 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.2917 2022/12/06 22:55:33 - mmengine - INFO - Epoch(train) [61][1200/5005] lr: 7.9237e-02 eta: 1 day, 2:26:14 time: 0.1362 data_time: 0.0012 memory: 4390 loss: 3.7379 2022/12/06 22:55:46 - mmengine - INFO - Epoch(train) [61][1300/5005] lr: 7.9224e-02 eta: 1 day, 2:26:00 time: 0.1366 data_time: 0.0012 memory: 4390 loss: 3.3831 2022/12/06 22:56:00 - mmengine - INFO - Epoch(train) [61][1400/5005] lr: 7.9211e-02 eta: 1 day, 2:25:47 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.3530 2022/12/06 22:56:14 - mmengine - INFO - Epoch(train) [61][1500/5005] lr: 7.9199e-02 eta: 1 day, 2:25:34 time: 0.1362 data_time: 0.0012 memory: 4390 loss: 3.7129 2022/12/06 22:56:27 - mmengine - INFO - Epoch(train) [61][1600/5005] lr: 7.9186e-02 eta: 1 day, 2:25:20 time: 0.1380 data_time: 0.0015 memory: 4390 loss: 3.0458 2022/12/06 22:56:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:56:41 - mmengine - INFO - Epoch(train) [61][1700/5005] lr: 7.9173e-02 eta: 1 day, 2:25:07 time: 0.1382 data_time: 0.0013 memory: 4390 loss: 4.0605 2022/12/06 22:56:55 - mmengine - INFO - Epoch(train) [61][1800/5005] lr: 7.9160e-02 eta: 1 day, 2:24:54 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.4596 2022/12/06 22:57:09 - mmengine - INFO - Epoch(train) [61][1900/5005] lr: 7.9148e-02 eta: 1 day, 2:24:40 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.6953 2022/12/06 22:57:22 - mmengine - INFO - Epoch(train) [61][2000/5005] lr: 7.9135e-02 eta: 1 day, 2:24:27 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 4.0301 2022/12/06 22:57:36 - mmengine - INFO - Epoch(train) [61][2100/5005] lr: 7.9122e-02 eta: 1 day, 2:24:13 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.3740 2022/12/06 22:57:50 - mmengine - INFO - Epoch(train) [61][2200/5005] lr: 7.9109e-02 eta: 1 day, 2:24:00 time: 0.1441 data_time: 0.0012 memory: 4390 loss: 3.5588 2022/12/06 22:58:04 - mmengine - INFO - Epoch(train) [61][2300/5005] lr: 7.9097e-02 eta: 1 day, 2:23:47 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.0011 2022/12/06 22:58:18 - mmengine - INFO - Epoch(train) [61][2400/5005] lr: 7.9084e-02 eta: 1 day, 2:23:33 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.2237 2022/12/06 22:58:31 - mmengine - INFO - Epoch(train) [61][2500/5005] lr: 7.9071e-02 eta: 1 day, 2:23:20 time: 0.1368 data_time: 0.0013 memory: 4390 loss: 4.0247 2022/12/06 22:58:45 - mmengine - INFO - Epoch(train) [61][2600/5005] lr: 7.9058e-02 eta: 1 day, 2:23:07 time: 0.1372 data_time: 0.0012 memory: 4390 loss: 3.6652 2022/12/06 22:58:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 22:58:59 - mmengine - INFO - Epoch(train) [61][2700/5005] lr: 7.9046e-02 eta: 1 day, 2:22:54 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.5054 2022/12/06 22:59:13 - mmengine - INFO - Epoch(train) [61][2800/5005] lr: 7.9033e-02 eta: 1 day, 2:22:40 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 4.0929 2022/12/06 22:59:26 - mmengine - INFO - Epoch(train) [61][2900/5005] lr: 7.9020e-02 eta: 1 day, 2:22:27 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.5925 2022/12/06 22:59:40 - mmengine - INFO - Epoch(train) [61][3000/5005] lr: 7.9007e-02 eta: 1 day, 2:22:13 time: 0.1371 data_time: 0.0013 memory: 4390 loss: 3.4388 2022/12/06 22:59:54 - mmengine - INFO - Epoch(train) [61][3100/5005] lr: 7.8994e-02 eta: 1 day, 2:22:00 time: 0.1377 data_time: 0.0012 memory: 4390 loss: 3.3560 2022/12/06 23:00:07 - mmengine - INFO - Epoch(train) [61][3200/5005] lr: 7.8982e-02 eta: 1 day, 2:21:46 time: 0.1362 data_time: 0.0014 memory: 4390 loss: 3.4507 2022/12/06 23:00:21 - mmengine - INFO - Epoch(train) [61][3300/5005] lr: 7.8969e-02 eta: 1 day, 2:21:33 time: 0.1358 data_time: 0.0014 memory: 4390 loss: 3.9600 2022/12/06 23:00:35 - mmengine - INFO - Epoch(train) [61][3400/5005] lr: 7.8956e-02 eta: 1 day, 2:21:19 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 4.4514 2022/12/06 23:00:49 - mmengine - INFO - Epoch(train) [61][3500/5005] lr: 7.8943e-02 eta: 1 day, 2:21:06 time: 0.1355 data_time: 0.0012 memory: 4390 loss: 3.8232 2022/12/06 23:01:02 - mmengine - INFO - Epoch(train) [61][3600/5005] lr: 7.8930e-02 eta: 1 day, 2:20:52 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.2843 2022/12/06 23:01:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:01:16 - mmengine - INFO - Epoch(train) [61][3700/5005] lr: 7.8918e-02 eta: 1 day, 2:20:39 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.3882 2022/12/06 23:01:30 - mmengine - INFO - Epoch(train) [61][3800/5005] lr: 7.8905e-02 eta: 1 day, 2:20:25 time: 0.1464 data_time: 0.0016 memory: 4390 loss: 3.4136 2022/12/06 23:01:44 - mmengine - INFO - Epoch(train) [61][3900/5005] lr: 7.8892e-02 eta: 1 day, 2:20:12 time: 0.1361 data_time: 0.0017 memory: 4390 loss: 4.0037 2022/12/06 23:01:57 - mmengine - INFO - Epoch(train) [61][4000/5005] lr: 7.8879e-02 eta: 1 day, 2:19:58 time: 0.1355 data_time: 0.0017 memory: 4390 loss: 3.1112 2022/12/06 23:02:11 - mmengine - INFO - Epoch(train) [61][4100/5005] lr: 7.8866e-02 eta: 1 day, 2:19:45 time: 0.1361 data_time: 0.0016 memory: 4390 loss: 3.1422 2022/12/06 23:02:25 - mmengine - INFO - Epoch(train) [61][4200/5005] lr: 7.8854e-02 eta: 1 day, 2:19:32 time: 0.1359 data_time: 0.0015 memory: 4390 loss: 3.2571 2022/12/06 23:02:38 - mmengine - INFO - Epoch(train) [61][4300/5005] lr: 7.8841e-02 eta: 1 day, 2:19:18 time: 0.1360 data_time: 0.0016 memory: 4390 loss: 2.9794 2022/12/06 23:02:52 - mmengine - INFO - Epoch(train) [61][4400/5005] lr: 7.8828e-02 eta: 1 day, 2:19:05 time: 0.1357 data_time: 0.0017 memory: 4390 loss: 3.4839 2022/12/06 23:03:06 - mmengine - INFO - Epoch(train) [61][4500/5005] lr: 7.8815e-02 eta: 1 day, 2:18:51 time: 0.1357 data_time: 0.0016 memory: 4390 loss: 4.2823 2022/12/06 23:03:20 - mmengine - INFO - Epoch(train) [61][4600/5005] lr: 7.8802e-02 eta: 1 day, 2:18:38 time: 0.1425 data_time: 0.0015 memory: 4390 loss: 3.5833 2022/12/06 23:03:33 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:03:33 - mmengine - INFO - Epoch(train) [61][4700/5005] lr: 7.8790e-02 eta: 1 day, 2:18:25 time: 0.1356 data_time: 0.0015 memory: 4390 loss: 3.1716 2022/12/06 23:03:47 - mmengine - INFO - Epoch(train) [61][4800/5005] lr: 7.8777e-02 eta: 1 day, 2:18:11 time: 0.1364 data_time: 0.0016 memory: 4390 loss: 4.0344 2022/12/06 23:04:01 - mmengine - INFO - Epoch(train) [61][4900/5005] lr: 7.8764e-02 eta: 1 day, 2:17:58 time: 0.1375 data_time: 0.0020 memory: 4390 loss: 3.8407 2022/12/06 23:04:15 - mmengine - INFO - Epoch(train) [61][5000/5005] lr: 7.8751e-02 eta: 1 day, 2:17:44 time: 0.1389 data_time: 0.0024 memory: 4390 loss: 3.1382 2022/12/06 23:04:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:04:15 - mmengine - INFO - Saving checkpoint at 61 epochs 2022/12/06 23:04:26 - mmengine - INFO - Epoch(val) [61][100/196] eta: 0:00:08 time: 0.0845 data_time: 0.0535 memory: 4390 2022/12/06 23:04:47 - mmengine - INFO - Epoch(val) [61][196/196] accuracy/top1: 64.1020 accuracy/top5: 86.2340 2022/12/06 23:05:02 - mmengine - INFO - Epoch(train) [62][ 100/5005] lr: 7.8738e-02 eta: 1 day, 2:17:33 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.3845 2022/12/06 23:05:16 - mmengine - INFO - Epoch(train) [62][ 200/5005] lr: 7.8725e-02 eta: 1 day, 2:17:19 time: 0.1371 data_time: 0.0012 memory: 4390 loss: 3.4682 2022/12/06 23:05:30 - mmengine - INFO - Epoch(train) [62][ 300/5005] lr: 7.8712e-02 eta: 1 day, 2:17:06 time: 0.1369 data_time: 0.0012 memory: 4390 loss: 3.6126 2022/12/06 23:05:44 - mmengine - INFO - Epoch(train) [62][ 400/5005] lr: 7.8699e-02 eta: 1 day, 2:16:53 time: 0.1372 data_time: 0.0012 memory: 4390 loss: 3.3993 2022/12/06 23:05:58 - mmengine - INFO - Epoch(train) [62][ 500/5005] lr: 7.8686e-02 eta: 1 day, 2:16:39 time: 0.1367 data_time: 0.0012 memory: 4390 loss: 3.2805 2022/12/06 23:06:11 - mmengine - INFO - Epoch(train) [62][ 600/5005] lr: 7.8673e-02 eta: 1 day, 2:16:26 time: 0.1370 data_time: 0.0012 memory: 4390 loss: 3.6763 2022/12/06 23:06:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:06:25 - mmengine - INFO - Epoch(train) [62][ 700/5005] lr: 7.8660e-02 eta: 1 day, 2:16:13 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.4714 2022/12/06 23:06:39 - mmengine - INFO - Epoch(train) [62][ 800/5005] lr: 7.8648e-02 eta: 1 day, 2:15:59 time: 0.1380 data_time: 0.0013 memory: 4390 loss: 3.3763 2022/12/06 23:06:53 - mmengine - INFO - Epoch(train) [62][ 900/5005] lr: 7.8635e-02 eta: 1 day, 2:15:46 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 3.5829 2022/12/06 23:07:06 - mmengine - INFO - Epoch(train) [62][1000/5005] lr: 7.8622e-02 eta: 1 day, 2:15:33 time: 0.1418 data_time: 0.0013 memory: 4390 loss: 3.7829 2022/12/06 23:07:20 - mmengine - INFO - Epoch(train) [62][1100/5005] lr: 7.8609e-02 eta: 1 day, 2:15:20 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.0864 2022/12/06 23:07:34 - mmengine - INFO - Epoch(train) [62][1200/5005] lr: 7.8596e-02 eta: 1 day, 2:15:06 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.2655 2022/12/06 23:07:48 - mmengine - INFO - Epoch(train) [62][1300/5005] lr: 7.8583e-02 eta: 1 day, 2:14:53 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.0449 2022/12/06 23:08:01 - mmengine - INFO - Epoch(train) [62][1400/5005] lr: 7.8570e-02 eta: 1 day, 2:14:39 time: 0.1365 data_time: 0.0012 memory: 4390 loss: 3.2313 2022/12/06 23:08:15 - mmengine - INFO - Epoch(train) [62][1500/5005] lr: 7.8557e-02 eta: 1 day, 2:14:26 time: 0.1365 data_time: 0.0012 memory: 4390 loss: 3.5526 2022/12/06 23:08:29 - mmengine - INFO - Epoch(train) [62][1600/5005] lr: 7.8545e-02 eta: 1 day, 2:14:12 time: 0.1361 data_time: 0.0012 memory: 4390 loss: 3.7939 2022/12/06 23:08:42 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:08:43 - mmengine - INFO - Epoch(train) [62][1700/5005] lr: 7.8532e-02 eta: 1 day, 2:13:59 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.5515 2022/12/06 23:08:56 - mmengine - INFO - Epoch(train) [62][1800/5005] lr: 7.8519e-02 eta: 1 day, 2:13:45 time: 0.1360 data_time: 0.0012 memory: 4390 loss: 3.5197 2022/12/06 23:09:10 - mmengine - INFO - Epoch(train) [62][1900/5005] lr: 7.8506e-02 eta: 1 day, 2:13:32 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 3.5182 2022/12/06 23:09:24 - mmengine - INFO - Epoch(train) [62][2000/5005] lr: 7.8493e-02 eta: 1 day, 2:13:19 time: 0.1361 data_time: 0.0014 memory: 4390 loss: 3.4449 2022/12/06 23:09:38 - mmengine - INFO - Epoch(train) [62][2100/5005] lr: 7.8480e-02 eta: 1 day, 2:13:05 time: 0.1375 data_time: 0.0019 memory: 4390 loss: 3.3026 2022/12/06 23:09:51 - mmengine - INFO - Epoch(train) [62][2200/5005] lr: 7.8467e-02 eta: 1 day, 2:12:52 time: 0.1362 data_time: 0.0012 memory: 4390 loss: 3.7032 2022/12/06 23:10:05 - mmengine - INFO - Epoch(train) [62][2300/5005] lr: 7.8454e-02 eta: 1 day, 2:12:39 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.2371 2022/12/06 23:10:19 - mmengine - INFO - Epoch(train) [62][2400/5005] lr: 7.8441e-02 eta: 1 day, 2:12:25 time: 0.1366 data_time: 0.0012 memory: 4390 loss: 3.6650 2022/12/06 23:10:33 - mmengine - INFO - Epoch(train) [62][2500/5005] lr: 7.8429e-02 eta: 1 day, 2:12:11 time: 0.1358 data_time: 0.0013 memory: 4390 loss: 3.3313 2022/12/06 23:10:46 - mmengine - INFO - Epoch(train) [62][2600/5005] lr: 7.8416e-02 eta: 1 day, 2:11:58 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.7464 2022/12/06 23:10:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:11:00 - mmengine - INFO - Epoch(train) [62][2700/5005] lr: 7.8403e-02 eta: 1 day, 2:11:45 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.3733 2022/12/06 23:11:14 - mmengine - INFO - Epoch(train) [62][2800/5005] lr: 7.8390e-02 eta: 1 day, 2:11:31 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.0455 2022/12/06 23:11:27 - mmengine - INFO - Epoch(train) [62][2900/5005] lr: 7.8377e-02 eta: 1 day, 2:11:18 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.5488 2022/12/06 23:11:41 - mmengine - INFO - Epoch(train) [62][3000/5005] lr: 7.8364e-02 eta: 1 day, 2:11:05 time: 0.1379 data_time: 0.0019 memory: 4390 loss: 3.4878 2022/12/06 23:11:55 - mmengine - INFO - Epoch(train) [62][3100/5005] lr: 7.8351e-02 eta: 1 day, 2:10:51 time: 0.1371 data_time: 0.0012 memory: 4390 loss: 3.3895 2022/12/06 23:12:09 - mmengine - INFO - Epoch(train) [62][3200/5005] lr: 7.8338e-02 eta: 1 day, 2:10:38 time: 0.1371 data_time: 0.0017 memory: 4390 loss: 3.5431 2022/12/06 23:12:23 - mmengine - INFO - Epoch(train) [62][3300/5005] lr: 7.8325e-02 eta: 1 day, 2:10:25 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 4.2421 2022/12/06 23:12:37 - mmengine - INFO - Epoch(train) [62][3400/5005] lr: 7.8312e-02 eta: 1 day, 2:10:12 time: 0.1362 data_time: 0.0012 memory: 4390 loss: 3.0324 2022/12/06 23:12:50 - mmengine - INFO - Epoch(train) [62][3500/5005] lr: 7.8299e-02 eta: 1 day, 2:09:58 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.9355 2022/12/06 23:13:04 - mmengine - INFO - Epoch(train) [62][3600/5005] lr: 7.8286e-02 eta: 1 day, 2:09:45 time: 0.1372 data_time: 0.0013 memory: 4390 loss: 3.5178 2022/12/06 23:13:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:13:18 - mmengine - INFO - Epoch(train) [62][3700/5005] lr: 7.8273e-02 eta: 1 day, 2:09:31 time: 0.1371 data_time: 0.0013 memory: 4390 loss: 3.4610 2022/12/06 23:13:32 - mmengine - INFO - Epoch(train) [62][3800/5005] lr: 7.8260e-02 eta: 1 day, 2:09:18 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.5529 2022/12/06 23:13:45 - mmengine - INFO - Epoch(train) [62][3900/5005] lr: 7.8248e-02 eta: 1 day, 2:09:05 time: 0.1370 data_time: 0.0013 memory: 4390 loss: 3.4366 2022/12/06 23:13:59 - mmengine - INFO - Epoch(train) [62][4000/5005] lr: 7.8235e-02 eta: 1 day, 2:08:51 time: 0.1381 data_time: 0.0014 memory: 4390 loss: 3.6869 2022/12/06 23:14:13 - mmengine - INFO - Epoch(train) [62][4100/5005] lr: 7.8222e-02 eta: 1 day, 2:08:38 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.9679 2022/12/06 23:14:27 - mmengine - INFO - Epoch(train) [62][4200/5005] lr: 7.8209e-02 eta: 1 day, 2:08:24 time: 0.1371 data_time: 0.0013 memory: 4390 loss: 3.5653 2022/12/06 23:14:40 - mmengine - INFO - Epoch(train) [62][4300/5005] lr: 7.8196e-02 eta: 1 day, 2:08:11 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.7140 2022/12/06 23:14:54 - mmengine - INFO - Epoch(train) [62][4400/5005] lr: 7.8183e-02 eta: 1 day, 2:07:58 time: 0.1363 data_time: 0.0014 memory: 4390 loss: 3.9030 2022/12/06 23:15:08 - mmengine - INFO - Epoch(train) [62][4500/5005] lr: 7.8170e-02 eta: 1 day, 2:07:44 time: 0.1370 data_time: 0.0013 memory: 4390 loss: 3.1655 2022/12/06 23:15:22 - mmengine - INFO - Epoch(train) [62][4600/5005] lr: 7.8157e-02 eta: 1 day, 2:07:31 time: 0.1359 data_time: 0.0014 memory: 4390 loss: 3.0406 2022/12/06 23:15:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:15:35 - mmengine - INFO - Epoch(train) [62][4700/5005] lr: 7.8144e-02 eta: 1 day, 2:07:18 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.4122 2022/12/06 23:15:49 - mmengine - INFO - Epoch(train) [62][4800/5005] lr: 7.8131e-02 eta: 1 day, 2:07:04 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.8954 2022/12/06 23:16:03 - mmengine - INFO - Epoch(train) [62][4900/5005] lr: 7.8118e-02 eta: 1 day, 2:06:51 time: 0.1370 data_time: 0.0013 memory: 4390 loss: 3.2870 2022/12/06 23:16:17 - mmengine - INFO - Epoch(train) [62][5000/5005] lr: 7.8105e-02 eta: 1 day, 2:06:37 time: 0.1381 data_time: 0.0022 memory: 4390 loss: 3.8834 2022/12/06 23:16:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:16:17 - mmengine - INFO - Saving checkpoint at 62 epochs 2022/12/06 23:16:28 - mmengine - INFO - Epoch(val) [62][100/196] eta: 0:00:08 time: 0.0816 data_time: 0.0511 memory: 4390 2022/12/06 23:16:47 - mmengine - INFO - Epoch(val) [62][196/196] accuracy/top1: 63.8200 accuracy/top5: 86.1020 2022/12/06 23:17:02 - mmengine - INFO - Epoch(train) [63][ 100/5005] lr: 7.8091e-02 eta: 1 day, 2:06:25 time: 0.1369 data_time: 0.0013 memory: 4391 loss: 3.4648 2022/12/06 23:17:15 - mmengine - INFO - Epoch(train) [63][ 200/5005] lr: 7.8078e-02 eta: 1 day, 2:06:11 time: 0.1386 data_time: 0.0013 memory: 4390 loss: 3.6201 2022/12/06 23:17:29 - mmengine - INFO - Epoch(train) [63][ 300/5005] lr: 7.8065e-02 eta: 1 day, 2:05:58 time: 0.1383 data_time: 0.0012 memory: 4390 loss: 3.3816 2022/12/06 23:17:43 - mmengine - INFO - Epoch(train) [63][ 400/5005] lr: 7.8052e-02 eta: 1 day, 2:05:45 time: 0.1399 data_time: 0.0014 memory: 4390 loss: 3.6917 2022/12/06 23:17:57 - mmengine - INFO - Epoch(train) [63][ 500/5005] lr: 7.8039e-02 eta: 1 day, 2:05:32 time: 0.1381 data_time: 0.0013 memory: 4390 loss: 3.2045 2022/12/06 23:18:11 - mmengine - INFO - Epoch(train) [63][ 600/5005] lr: 7.8026e-02 eta: 1 day, 2:05:19 time: 0.1396 data_time: 0.0013 memory: 4390 loss: 3.6817 2022/12/06 23:18:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:18:25 - mmengine - INFO - Epoch(train) [63][ 700/5005] lr: 7.8013e-02 eta: 1 day, 2:05:05 time: 0.1374 data_time: 0.0013 memory: 4390 loss: 3.5217 2022/12/06 23:18:38 - mmengine - INFO - Epoch(train) [63][ 800/5005] lr: 7.8000e-02 eta: 1 day, 2:04:52 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.6749 2022/12/06 23:18:52 - mmengine - INFO - Epoch(train) [63][ 900/5005] lr: 7.7987e-02 eta: 1 day, 2:04:39 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.9594 2022/12/06 23:19:06 - mmengine - INFO - Epoch(train) [63][1000/5005] lr: 7.7974e-02 eta: 1 day, 2:04:25 time: 0.1376 data_time: 0.0013 memory: 4390 loss: 3.4226 2022/12/06 23:19:20 - mmengine - INFO - Epoch(train) [63][1100/5005] lr: 7.7961e-02 eta: 1 day, 2:04:12 time: 0.1376 data_time: 0.0013 memory: 4390 loss: 3.2837 2022/12/06 23:19:34 - mmengine - INFO - Epoch(train) [63][1200/5005] lr: 7.7948e-02 eta: 1 day, 2:03:59 time: 0.1382 data_time: 0.0013 memory: 4390 loss: 3.2837 2022/12/06 23:19:48 - mmengine - INFO - Epoch(train) [63][1300/5005] lr: 7.7935e-02 eta: 1 day, 2:03:46 time: 0.1367 data_time: 0.0012 memory: 4390 loss: 3.5763 2022/12/06 23:20:01 - mmengine - INFO - Epoch(train) [63][1400/5005] lr: 7.7922e-02 eta: 1 day, 2:03:32 time: 0.1366 data_time: 0.0012 memory: 4390 loss: 3.9596 2022/12/06 23:20:15 - mmengine - INFO - Epoch(train) [63][1500/5005] lr: 7.7909e-02 eta: 1 day, 2:03:19 time: 0.1367 data_time: 0.0016 memory: 4390 loss: 3.0760 2022/12/06 23:20:29 - mmengine - INFO - Epoch(train) [63][1600/5005] lr: 7.7896e-02 eta: 1 day, 2:03:06 time: 0.1374 data_time: 0.0013 memory: 4390 loss: 3.7306 2022/12/06 23:20:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:20:43 - mmengine - INFO - Epoch(train) [63][1700/5005] lr: 7.7883e-02 eta: 1 day, 2:02:53 time: 0.1373 data_time: 0.0013 memory: 4390 loss: 3.6108 2022/12/06 23:20:56 - mmengine - INFO - Epoch(train) [63][1800/5005] lr: 7.7870e-02 eta: 1 day, 2:02:39 time: 0.1361 data_time: 0.0014 memory: 4390 loss: 3.5316 2022/12/06 23:21:10 - mmengine - INFO - Epoch(train) [63][1900/5005] lr: 7.7857e-02 eta: 1 day, 2:02:26 time: 0.1374 data_time: 0.0013 memory: 4390 loss: 3.6083 2022/12/06 23:21:24 - mmengine - INFO - Epoch(train) [63][2000/5005] lr: 7.7844e-02 eta: 1 day, 2:02:12 time: 0.1371 data_time: 0.0013 memory: 4390 loss: 3.4240 2022/12/06 23:21:38 - mmengine - INFO - Epoch(train) [63][2100/5005] lr: 7.7831e-02 eta: 1 day, 2:01:59 time: 0.1447 data_time: 0.0013 memory: 4390 loss: 2.9623 2022/12/06 23:21:51 - mmengine - INFO - Epoch(train) [63][2200/5005] lr: 7.7818e-02 eta: 1 day, 2:01:45 time: 0.1358 data_time: 0.0012 memory: 4390 loss: 3.3910 2022/12/06 23:22:05 - mmengine - INFO - Epoch(train) [63][2300/5005] lr: 7.7805e-02 eta: 1 day, 2:01:32 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.5635 2022/12/06 23:22:19 - mmengine - INFO - Epoch(train) [63][2400/5005] lr: 7.7792e-02 eta: 1 day, 2:01:19 time: 0.1440 data_time: 0.0013 memory: 4390 loss: 3.4606 2022/12/06 23:22:33 - mmengine - INFO - Epoch(train) [63][2500/5005] lr: 7.7779e-02 eta: 1 day, 2:01:05 time: 0.1408 data_time: 0.0013 memory: 4390 loss: 3.2185 2022/12/06 23:22:46 - mmengine - INFO - Epoch(train) [63][2600/5005] lr: 7.7766e-02 eta: 1 day, 2:00:52 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.2188 2022/12/06 23:22:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:23:00 - mmengine - INFO - Epoch(train) [63][2700/5005] lr: 7.7753e-02 eta: 1 day, 2:00:38 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.8090 2022/12/06 23:23:14 - mmengine - INFO - Epoch(train) [63][2800/5005] lr: 7.7740e-02 eta: 1 day, 2:00:25 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.6947 2022/12/06 23:23:28 - mmengine - INFO - Epoch(train) [63][2900/5005] lr: 7.7727e-02 eta: 1 day, 2:00:11 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.4385 2022/12/06 23:23:41 - mmengine - INFO - Epoch(train) [63][3000/5005] lr: 7.7714e-02 eta: 1 day, 1:59:58 time: 0.1362 data_time: 0.0015 memory: 4390 loss: 3.2528 2022/12/06 23:23:55 - mmengine - INFO - Epoch(train) [63][3100/5005] lr: 7.7701e-02 eta: 1 day, 1:59:44 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.5018 2022/12/06 23:24:09 - mmengine - INFO - Epoch(train) [63][3200/5005] lr: 7.7688e-02 eta: 1 day, 1:59:31 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.3582 2022/12/06 23:24:23 - mmengine - INFO - Epoch(train) [63][3300/5005] lr: 7.7675e-02 eta: 1 day, 1:59:17 time: 0.1371 data_time: 0.0019 memory: 4390 loss: 3.9149 2022/12/06 23:24:36 - mmengine - INFO - Epoch(train) [63][3400/5005] lr: 7.7661e-02 eta: 1 day, 1:59:04 time: 0.1382 data_time: 0.0016 memory: 4390 loss: 3.6291 2022/12/06 23:24:50 - mmengine - INFO - Epoch(train) [63][3500/5005] lr: 7.7648e-02 eta: 1 day, 1:58:51 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.4176 2022/12/06 23:25:04 - mmengine - INFO - Epoch(train) [63][3600/5005] lr: 7.7635e-02 eta: 1 day, 1:58:38 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.5219 2022/12/06 23:25:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:25:18 - mmengine - INFO - Epoch(train) [63][3700/5005] lr: 7.7622e-02 eta: 1 day, 1:58:24 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 3.3760 2022/12/06 23:25:32 - mmengine - INFO - Epoch(train) [63][3800/5005] lr: 7.7609e-02 eta: 1 day, 1:58:11 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.8035 2022/12/06 23:25:45 - mmengine - INFO - Epoch(train) [63][3900/5005] lr: 7.7596e-02 eta: 1 day, 1:57:57 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.4993 2022/12/06 23:25:59 - mmengine - INFO - Epoch(train) [63][4000/5005] lr: 7.7583e-02 eta: 1 day, 1:57:44 time: 0.1368 data_time: 0.0018 memory: 4390 loss: 3.4216 2022/12/06 23:26:13 - mmengine - INFO - Epoch(train) [63][4100/5005] lr: 7.7570e-02 eta: 1 day, 1:57:30 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.0419 2022/12/06 23:26:27 - mmengine - INFO - Epoch(train) [63][4200/5005] lr: 7.7557e-02 eta: 1 day, 1:57:17 time: 0.1370 data_time: 0.0018 memory: 4390 loss: 3.3239 2022/12/06 23:26:40 - mmengine - INFO - Epoch(train) [63][4300/5005] lr: 7.7544e-02 eta: 1 day, 1:57:04 time: 0.1365 data_time: 0.0019 memory: 4390 loss: 3.0245 2022/12/06 23:26:54 - mmengine - INFO - Epoch(train) [63][4400/5005] lr: 7.7531e-02 eta: 1 day, 1:56:51 time: 0.1376 data_time: 0.0019 memory: 4390 loss: 3.5841 2022/12/06 23:27:08 - mmengine - INFO - Epoch(train) [63][4500/5005] lr: 7.7517e-02 eta: 1 day, 1:56:37 time: 0.1366 data_time: 0.0020 memory: 4390 loss: 3.1085 2022/12/06 23:27:22 - mmengine - INFO - Epoch(train) [63][4600/5005] lr: 7.7504e-02 eta: 1 day, 1:56:24 time: 0.1370 data_time: 0.0020 memory: 4390 loss: 3.8229 2022/12/06 23:27:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:27:36 - mmengine - INFO - Epoch(train) [63][4700/5005] lr: 7.7491e-02 eta: 1 day, 1:56:11 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.1807 2022/12/06 23:27:50 - mmengine - INFO - Epoch(train) [63][4800/5005] lr: 7.7478e-02 eta: 1 day, 1:55:57 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.3252 2022/12/06 23:28:03 - mmengine - INFO - Epoch(train) [63][4900/5005] lr: 7.7465e-02 eta: 1 day, 1:55:44 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 3.6153 2022/12/06 23:28:17 - mmengine - INFO - Epoch(train) [63][5000/5005] lr: 7.7452e-02 eta: 1 day, 1:55:30 time: 0.1369 data_time: 0.0023 memory: 4390 loss: 3.2837 2022/12/06 23:28:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:28:18 - mmengine - INFO - Saving checkpoint at 63 epochs 2022/12/06 23:28:29 - mmengine - INFO - Epoch(val) [63][100/196] eta: 0:00:08 time: 0.0885 data_time: 0.0559 memory: 4390 2022/12/06 23:28:48 - mmengine - INFO - Epoch(val) [63][196/196] accuracy/top1: 63.9620 accuracy/top5: 86.3540 2022/12/06 23:29:02 - mmengine - INFO - Epoch(train) [64][ 100/5005] lr: 7.7438e-02 eta: 1 day, 1:55:18 time: 0.1366 data_time: 0.0012 memory: 4391 loss: 3.3805 2022/12/06 23:29:16 - mmengine - INFO - Epoch(train) [64][ 200/5005] lr: 7.7425e-02 eta: 1 day, 1:55:04 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.5222 2022/12/06 23:29:30 - mmengine - INFO - Epoch(train) [64][ 300/5005] lr: 7.7412e-02 eta: 1 day, 1:54:51 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.8218 2022/12/06 23:29:44 - mmengine - INFO - Epoch(train) [64][ 400/5005] lr: 7.7399e-02 eta: 1 day, 1:54:38 time: 0.1378 data_time: 0.0013 memory: 4390 loss: 3.6064 2022/12/06 23:29:58 - mmengine - INFO - Epoch(train) [64][ 500/5005] lr: 7.7386e-02 eta: 1 day, 1:54:25 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.7270 2022/12/06 23:30:12 - mmengine - INFO - Epoch(train) [64][ 600/5005] lr: 7.7373e-02 eta: 1 day, 1:54:11 time: 0.1367 data_time: 0.0012 memory: 4390 loss: 3.7743 2022/12/06 23:30:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:30:25 - mmengine - INFO - Epoch(train) [64][ 700/5005] lr: 7.7359e-02 eta: 1 day, 1:53:58 time: 0.1366 data_time: 0.0015 memory: 4390 loss: 3.5120 2022/12/06 23:30:39 - mmengine - INFO - Epoch(train) [64][ 800/5005] lr: 7.7346e-02 eta: 1 day, 1:53:44 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.7407 2022/12/06 23:30:53 - mmengine - INFO - Epoch(train) [64][ 900/5005] lr: 7.7333e-02 eta: 1 day, 1:53:31 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.4450 2022/12/06 23:31:07 - mmengine - INFO - Epoch(train) [64][1000/5005] lr: 7.7320e-02 eta: 1 day, 1:53:18 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.3946 2022/12/06 23:31:20 - mmengine - INFO - Epoch(train) [64][1100/5005] lr: 7.7307e-02 eta: 1 day, 1:53:04 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.3096 2022/12/06 23:31:34 - mmengine - INFO - Epoch(train) [64][1200/5005] lr: 7.7294e-02 eta: 1 day, 1:52:51 time: 0.1371 data_time: 0.0013 memory: 4390 loss: 3.2365 2022/12/06 23:31:48 - mmengine - INFO - Epoch(train) [64][1300/5005] lr: 7.7281e-02 eta: 1 day, 1:52:38 time: 0.1371 data_time: 0.0017 memory: 4390 loss: 3.6606 2022/12/06 23:32:02 - mmengine - INFO - Epoch(train) [64][1400/5005] lr: 7.7267e-02 eta: 1 day, 1:52:24 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 3.2032 2022/12/06 23:32:16 - mmengine - INFO - Epoch(train) [64][1500/5005] lr: 7.7254e-02 eta: 1 day, 1:52:11 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 2.9681 2022/12/06 23:32:29 - mmengine - INFO - Epoch(train) [64][1600/5005] lr: 7.7241e-02 eta: 1 day, 1:51:58 time: 0.1378 data_time: 0.0018 memory: 4390 loss: 3.1960 2022/12/06 23:32:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:32:43 - mmengine - INFO - Epoch(train) [64][1700/5005] lr: 7.7228e-02 eta: 1 day, 1:51:44 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.5836 2022/12/06 23:32:57 - mmengine - INFO - Epoch(train) [64][1800/5005] lr: 7.7215e-02 eta: 1 day, 1:51:31 time: 0.1370 data_time: 0.0017 memory: 4390 loss: 3.5412 2022/12/06 23:33:11 - mmengine - INFO - Epoch(train) [64][1900/5005] lr: 7.7202e-02 eta: 1 day, 1:51:17 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.5687 2022/12/06 23:33:24 - mmengine - INFO - Epoch(train) [64][2000/5005] lr: 7.7188e-02 eta: 1 day, 1:51:04 time: 0.1360 data_time: 0.0014 memory: 4390 loss: 3.5926 2022/12/06 23:33:38 - mmengine - INFO - Epoch(train) [64][2100/5005] lr: 7.7175e-02 eta: 1 day, 1:50:50 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.3498 2022/12/06 23:33:52 - mmengine - INFO - Epoch(train) [64][2200/5005] lr: 7.7162e-02 eta: 1 day, 1:50:37 time: 0.1368 data_time: 0.0018 memory: 4390 loss: 3.3468 2022/12/06 23:34:05 - mmengine - INFO - Epoch(train) [64][2300/5005] lr: 7.7149e-02 eta: 1 day, 1:50:23 time: 0.1358 data_time: 0.0014 memory: 4390 loss: 4.1200 2022/12/06 23:34:19 - mmengine - INFO - Epoch(train) [64][2400/5005] lr: 7.7136e-02 eta: 1 day, 1:50:10 time: 0.1374 data_time: 0.0014 memory: 4390 loss: 3.5304 2022/12/06 23:34:33 - mmengine - INFO - Epoch(train) [64][2500/5005] lr: 7.7123e-02 eta: 1 day, 1:49:57 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.9536 2022/12/06 23:34:47 - mmengine - INFO - Epoch(train) [64][2600/5005] lr: 7.7109e-02 eta: 1 day, 1:49:44 time: 0.1391 data_time: 0.0016 memory: 4390 loss: 3.0818 2022/12/06 23:34:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:35:01 - mmengine - INFO - Epoch(train) [64][2700/5005] lr: 7.7096e-02 eta: 1 day, 1:49:30 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.4138 2022/12/06 23:35:15 - mmengine - INFO - Epoch(train) [64][2800/5005] lr: 7.7083e-02 eta: 1 day, 1:49:17 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.0825 2022/12/06 23:35:28 - mmengine - INFO - Epoch(train) [64][2900/5005] lr: 7.7070e-02 eta: 1 day, 1:49:04 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 3.7600 2022/12/06 23:35:42 - mmengine - INFO - Epoch(train) [64][3000/5005] lr: 7.7057e-02 eta: 1 day, 1:48:50 time: 0.1370 data_time: 0.0014 memory: 4390 loss: 3.9221 2022/12/06 23:35:56 - mmengine - INFO - Epoch(train) [64][3100/5005] lr: 7.7043e-02 eta: 1 day, 1:48:37 time: 0.1379 data_time: 0.0014 memory: 4390 loss: 3.5886 2022/12/06 23:36:10 - mmengine - INFO - Epoch(train) [64][3200/5005] lr: 7.7030e-02 eta: 1 day, 1:48:24 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.2749 2022/12/06 23:36:23 - mmengine - INFO - Epoch(train) [64][3300/5005] lr: 7.7017e-02 eta: 1 day, 1:48:10 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.1633 2022/12/06 23:36:37 - mmengine - INFO - Epoch(train) [64][3400/5005] lr: 7.7004e-02 eta: 1 day, 1:47:57 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.1152 2022/12/06 23:36:51 - mmengine - INFO - Epoch(train) [64][3500/5005] lr: 7.6991e-02 eta: 1 day, 1:47:44 time: 0.1362 data_time: 0.0015 memory: 4390 loss: 3.6842 2022/12/06 23:37:05 - mmengine - INFO - Epoch(train) [64][3600/5005] lr: 7.6977e-02 eta: 1 day, 1:47:30 time: 0.1361 data_time: 0.0014 memory: 4390 loss: 3.2843 2022/12/06 23:37:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:37:19 - mmengine - INFO - Epoch(train) [64][3700/5005] lr: 7.6964e-02 eta: 1 day, 1:47:17 time: 0.1371 data_time: 0.0014 memory: 4390 loss: 3.6651 2022/12/06 23:37:32 - mmengine - INFO - Epoch(train) [64][3800/5005] lr: 7.6951e-02 eta: 1 day, 1:47:03 time: 0.1441 data_time: 0.0013 memory: 4390 loss: 3.3999 2022/12/06 23:37:46 - mmengine - INFO - Epoch(train) [64][3900/5005] lr: 7.6938e-02 eta: 1 day, 1:46:50 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.5725 2022/12/06 23:38:00 - mmengine - INFO - Epoch(train) [64][4000/5005] lr: 7.6924e-02 eta: 1 day, 1:46:37 time: 0.1379 data_time: 0.0014 memory: 4390 loss: 3.8477 2022/12/06 23:38:14 - mmengine - INFO - Epoch(train) [64][4100/5005] lr: 7.6911e-02 eta: 1 day, 1:46:23 time: 0.1369 data_time: 0.0013 memory: 4390 loss: 3.8343 2022/12/06 23:38:28 - mmengine - INFO - Epoch(train) [64][4200/5005] lr: 7.6898e-02 eta: 1 day, 1:46:10 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.7800 2022/12/06 23:38:42 - mmengine - INFO - Epoch(train) [64][4300/5005] lr: 7.6885e-02 eta: 1 day, 1:45:57 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.5665 2022/12/06 23:38:55 - mmengine - INFO - Epoch(train) [64][4400/5005] lr: 7.6872e-02 eta: 1 day, 1:45:44 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.1195 2022/12/06 23:39:09 - mmengine - INFO - Epoch(train) [64][4500/5005] lr: 7.6858e-02 eta: 1 day, 1:45:30 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.0910 2022/12/06 23:39:23 - mmengine - INFO - Epoch(train) [64][4600/5005] lr: 7.6845e-02 eta: 1 day, 1:45:17 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 3.0146 2022/12/06 23:39:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:39:37 - mmengine - INFO - Epoch(train) [64][4700/5005] lr: 7.6832e-02 eta: 1 day, 1:45:03 time: 0.1394 data_time: 0.0018 memory: 4390 loss: 3.4216 2022/12/06 23:39:50 - mmengine - INFO - Epoch(train) [64][4800/5005] lr: 7.6819e-02 eta: 1 day, 1:44:50 time: 0.1370 data_time: 0.0014 memory: 4390 loss: 3.9797 2022/12/06 23:40:04 - mmengine - INFO - Epoch(train) [64][4900/5005] lr: 7.6805e-02 eta: 1 day, 1:44:37 time: 0.1369 data_time: 0.0013 memory: 4390 loss: 2.9213 2022/12/06 23:40:18 - mmengine - INFO - Epoch(train) [64][5000/5005] lr: 7.6792e-02 eta: 1 day, 1:44:24 time: 0.1393 data_time: 0.0019 memory: 4390 loss: 3.3640 2022/12/06 23:40:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:40:19 - mmengine - INFO - Saving checkpoint at 64 epochs 2022/12/06 23:40:30 - mmengine - INFO - Epoch(val) [64][100/196] eta: 0:00:08 time: 0.0925 data_time: 0.0621 memory: 4390 2022/12/06 23:40:49 - mmengine - INFO - Epoch(val) [64][196/196] accuracy/top1: 63.6860 accuracy/top5: 86.3500 2022/12/06 23:41:04 - mmengine - INFO - Epoch(train) [65][ 100/5005] lr: 7.6778e-02 eta: 1 day, 1:44:11 time: 0.1398 data_time: 0.0015 memory: 4391 loss: 3.3932 2022/12/06 23:41:17 - mmengine - INFO - Epoch(train) [65][ 200/5005] lr: 7.6765e-02 eta: 1 day, 1:43:58 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 4.2550 2022/12/06 23:41:31 - mmengine - INFO - Epoch(train) [65][ 300/5005] lr: 7.6752e-02 eta: 1 day, 1:43:44 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.5034 2022/12/06 23:41:45 - mmengine - INFO - Epoch(train) [65][ 400/5005] lr: 7.6738e-02 eta: 1 day, 1:43:31 time: 0.1371 data_time: 0.0014 memory: 4390 loss: 3.4953 2022/12/06 23:41:59 - mmengine - INFO - Epoch(train) [65][ 500/5005] lr: 7.6725e-02 eta: 1 day, 1:43:18 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.4822 2022/12/06 23:42:13 - mmengine - INFO - Epoch(train) [65][ 600/5005] lr: 7.6712e-02 eta: 1 day, 1:43:04 time: 0.1378 data_time: 0.0013 memory: 4390 loss: 3.2183 2022/12/06 23:42:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:42:26 - mmengine - INFO - Epoch(train) [65][ 700/5005] lr: 7.6699e-02 eta: 1 day, 1:42:51 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.1442 2022/12/06 23:42:40 - mmengine - INFO - Epoch(train) [65][ 800/5005] lr: 7.6685e-02 eta: 1 day, 1:42:37 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.1569 2022/12/06 23:42:54 - mmengine - INFO - Epoch(train) [65][ 900/5005] lr: 7.6672e-02 eta: 1 day, 1:42:24 time: 0.1362 data_time: 0.0014 memory: 4390 loss: 3.6347 2022/12/06 23:43:08 - mmengine - INFO - Epoch(train) [65][1000/5005] lr: 7.6659e-02 eta: 1 day, 1:42:11 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.5477 2022/12/06 23:43:21 - mmengine - INFO - Epoch(train) [65][1100/5005] lr: 7.6646e-02 eta: 1 day, 1:41:57 time: 0.1371 data_time: 0.0014 memory: 4390 loss: 3.6666 2022/12/06 23:43:35 - mmengine - INFO - Epoch(train) [65][1200/5005] lr: 7.6632e-02 eta: 1 day, 1:41:43 time: 0.1362 data_time: 0.0014 memory: 4390 loss: 3.4509 2022/12/06 23:43:49 - mmengine - INFO - Epoch(train) [65][1300/5005] lr: 7.6619e-02 eta: 1 day, 1:41:30 time: 0.1360 data_time: 0.0014 memory: 4390 loss: 3.3025 2022/12/06 23:44:03 - mmengine - INFO - Epoch(train) [65][1400/5005] lr: 7.6606e-02 eta: 1 day, 1:41:17 time: 0.1376 data_time: 0.0014 memory: 4390 loss: 3.5171 2022/12/06 23:44:16 - mmengine - INFO - Epoch(train) [65][1500/5005] lr: 7.6592e-02 eta: 1 day, 1:41:03 time: 0.1371 data_time: 0.0014 memory: 4390 loss: 3.0260 2022/12/06 23:44:30 - mmengine - INFO - Epoch(train) [65][1600/5005] lr: 7.6579e-02 eta: 1 day, 1:40:50 time: 0.1377 data_time: 0.0014 memory: 4390 loss: 3.4236 2022/12/06 23:44:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:44:44 - mmengine - INFO - Epoch(train) [65][1700/5005] lr: 7.6566e-02 eta: 1 day, 1:40:36 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 3.5196 2022/12/06 23:44:58 - mmengine - INFO - Epoch(train) [65][1800/5005] lr: 7.6553e-02 eta: 1 day, 1:40:23 time: 0.1368 data_time: 0.0013 memory: 4390 loss: 3.9357 2022/12/06 23:45:11 - mmengine - INFO - Epoch(train) [65][1900/5005] lr: 7.6539e-02 eta: 1 day, 1:40:10 time: 0.1366 data_time: 0.0015 memory: 4390 loss: 3.3476 2022/12/06 23:45:25 - mmengine - INFO - Epoch(train) [65][2000/5005] lr: 7.6526e-02 eta: 1 day, 1:39:56 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.2894 2022/12/06 23:45:39 - mmengine - INFO - Epoch(train) [65][2100/5005] lr: 7.6513e-02 eta: 1 day, 1:39:43 time: 0.1374 data_time: 0.0014 memory: 4390 loss: 3.0847 2022/12/06 23:45:53 - mmengine - INFO - Epoch(train) [65][2200/5005] lr: 7.6499e-02 eta: 1 day, 1:39:30 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.1015 2022/12/06 23:46:07 - mmengine - INFO - Epoch(train) [65][2300/5005] lr: 7.6486e-02 eta: 1 day, 1:39:17 time: 0.1366 data_time: 0.0014 memory: 4390 loss: 3.5659 2022/12/06 23:46:21 - mmengine - INFO - Epoch(train) [65][2400/5005] lr: 7.6473e-02 eta: 1 day, 1:39:03 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 4.0170 2022/12/06 23:46:34 - mmengine - INFO - Epoch(train) [65][2500/5005] lr: 7.6459e-02 eta: 1 day, 1:38:50 time: 0.1362 data_time: 0.0014 memory: 4390 loss: 3.4404 2022/12/06 23:46:48 - mmengine - INFO - Epoch(train) [65][2600/5005] lr: 7.6446e-02 eta: 1 day, 1:38:36 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.4334 2022/12/06 23:46:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:47:02 - mmengine - INFO - Epoch(train) [65][2700/5005] lr: 7.6433e-02 eta: 1 day, 1:38:23 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.3435 2022/12/06 23:47:16 - mmengine - INFO - Epoch(train) [65][2800/5005] lr: 7.6419e-02 eta: 1 day, 1:38:10 time: 0.1372 data_time: 0.0013 memory: 4390 loss: 3.4750 2022/12/06 23:47:29 - mmengine - INFO - Epoch(train) [65][2900/5005] lr: 7.6406e-02 eta: 1 day, 1:37:56 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.1135 2022/12/06 23:47:43 - mmengine - INFO - Epoch(train) [65][3000/5005] lr: 7.6393e-02 eta: 1 day, 1:37:43 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.7661 2022/12/06 23:47:57 - mmengine - INFO - Epoch(train) [65][3100/5005] lr: 7.6379e-02 eta: 1 day, 1:37:29 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.6128 2022/12/06 23:48:11 - mmengine - INFO - Epoch(train) [65][3200/5005] lr: 7.6366e-02 eta: 1 day, 1:37:16 time: 0.1371 data_time: 0.0014 memory: 4390 loss: 3.4784 2022/12/06 23:48:24 - mmengine - INFO - Epoch(train) [65][3300/5005] lr: 7.6353e-02 eta: 1 day, 1:37:03 time: 0.1430 data_time: 0.0013 memory: 4390 loss: 3.5933 2022/12/06 23:48:38 - mmengine - INFO - Epoch(train) [65][3400/5005] lr: 7.6339e-02 eta: 1 day, 1:36:49 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.1369 2022/12/06 23:48:52 - mmengine - INFO - Epoch(train) [65][3500/5005] lr: 7.6326e-02 eta: 1 day, 1:36:36 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 3.7009 2022/12/06 23:49:06 - mmengine - INFO - Epoch(train) [65][3600/5005] lr: 7.6313e-02 eta: 1 day, 1:36:22 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.3346 2022/12/06 23:49:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:49:19 - mmengine - INFO - Epoch(train) [65][3700/5005] lr: 7.6299e-02 eta: 1 day, 1:36:09 time: 0.1364 data_time: 0.0017 memory: 4390 loss: 3.2676 2022/12/06 23:49:33 - mmengine - INFO - Epoch(train) [65][3800/5005] lr: 7.6286e-02 eta: 1 day, 1:35:55 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.4511 2022/12/06 23:49:47 - mmengine - INFO - Epoch(train) [65][3900/5005] lr: 7.6273e-02 eta: 1 day, 1:35:42 time: 0.1359 data_time: 0.0013 memory: 4390 loss: 3.0714 2022/12/06 23:50:00 - mmengine - INFO - Epoch(train) [65][4000/5005] lr: 7.6259e-02 eta: 1 day, 1:35:28 time: 0.1369 data_time: 0.0013 memory: 4390 loss: 3.1701 2022/12/06 23:50:14 - mmengine - INFO - Epoch(train) [65][4100/5005] lr: 7.6246e-02 eta: 1 day, 1:35:15 time: 0.1370 data_time: 0.0013 memory: 4390 loss: 3.4361 2022/12/06 23:50:28 - mmengine - INFO - Epoch(train) [65][4200/5005] lr: 7.6233e-02 eta: 1 day, 1:35:01 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.7516 2022/12/06 23:50:42 - mmengine - INFO - Epoch(train) [65][4300/5005] lr: 7.6219e-02 eta: 1 day, 1:34:48 time: 0.1371 data_time: 0.0016 memory: 4390 loss: 3.4177 2022/12/06 23:50:56 - mmengine - INFO - Epoch(train) [65][4400/5005] lr: 7.6206e-02 eta: 1 day, 1:34:35 time: 0.1366 data_time: 0.0014 memory: 4390 loss: 3.5214 2022/12/06 23:51:09 - mmengine - INFO - Epoch(train) [65][4500/5005] lr: 7.6193e-02 eta: 1 day, 1:34:21 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.1965 2022/12/06 23:51:23 - mmengine - INFO - Epoch(train) [65][4600/5005] lr: 7.6179e-02 eta: 1 day, 1:34:08 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.3010 2022/12/06 23:51:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:51:37 - mmengine - INFO - Epoch(train) [65][4700/5005] lr: 7.6166e-02 eta: 1 day, 1:33:54 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.4265 2022/12/06 23:51:51 - mmengine - INFO - Epoch(train) [65][4800/5005] lr: 7.6152e-02 eta: 1 day, 1:33:41 time: 0.1374 data_time: 0.0013 memory: 4390 loss: 3.1562 2022/12/06 23:52:04 - mmengine - INFO - Epoch(train) [65][4900/5005] lr: 7.6139e-02 eta: 1 day, 1:33:27 time: 0.1366 data_time: 0.0012 memory: 4390 loss: 3.9896 2022/12/06 23:52:18 - mmengine - INFO - Epoch(train) [65][5000/5005] lr: 7.6126e-02 eta: 1 day, 1:33:14 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 3.1868 2022/12/06 23:52:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:52:19 - mmengine - INFO - Saving checkpoint at 65 epochs 2022/12/06 23:52:29 - mmengine - INFO - Epoch(val) [65][100/196] eta: 0:00:08 time: 0.0838 data_time: 0.0533 memory: 4390 2022/12/06 23:52:49 - mmengine - INFO - Epoch(val) [65][196/196] accuracy/top1: 62.9620 accuracy/top5: 85.6200 2022/12/06 23:53:03 - mmengine - INFO - Epoch(train) [66][ 100/5005] lr: 7.6112e-02 eta: 1 day, 1:33:01 time: 0.1363 data_time: 0.0013 memory: 4391 loss: 3.5427 2022/12/06 23:53:17 - mmengine - INFO - Epoch(train) [66][ 200/5005] lr: 7.6098e-02 eta: 1 day, 1:32:48 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.4024 2022/12/06 23:53:31 - mmengine - INFO - Epoch(train) [66][ 300/5005] lr: 7.6085e-02 eta: 1 day, 1:32:34 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.5498 2022/12/06 23:53:44 - mmengine - INFO - Epoch(train) [66][ 400/5005] lr: 7.6072e-02 eta: 1 day, 1:32:21 time: 0.1372 data_time: 0.0013 memory: 4390 loss: 3.4072 2022/12/06 23:53:58 - mmengine - INFO - Epoch(train) [66][ 500/5005] lr: 7.6058e-02 eta: 1 day, 1:32:07 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.7947 2022/12/06 23:54:12 - mmengine - INFO - Epoch(train) [66][ 600/5005] lr: 7.6045e-02 eta: 1 day, 1:31:54 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.4074 2022/12/06 23:54:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:54:26 - mmengine - INFO - Epoch(train) [66][ 700/5005] lr: 7.6031e-02 eta: 1 day, 1:31:40 time: 0.1362 data_time: 0.0012 memory: 4390 loss: 3.4260 2022/12/06 23:54:39 - mmengine - INFO - Epoch(train) [66][ 800/5005] lr: 7.6018e-02 eta: 1 day, 1:31:27 time: 0.1372 data_time: 0.0012 memory: 4390 loss: 3.2828 2022/12/06 23:54:53 - mmengine - INFO - Epoch(train) [66][ 900/5005] lr: 7.6005e-02 eta: 1 day, 1:31:13 time: 0.1366 data_time: 0.0012 memory: 4390 loss: 3.2660 2022/12/06 23:55:07 - mmengine - INFO - Epoch(train) [66][1000/5005] lr: 7.5991e-02 eta: 1 day, 1:31:00 time: 0.1361 data_time: 0.0013 memory: 4390 loss: 3.8399 2022/12/06 23:55:21 - mmengine - INFO - Epoch(train) [66][1100/5005] lr: 7.5978e-02 eta: 1 day, 1:30:47 time: 0.1365 data_time: 0.0012 memory: 4390 loss: 3.7030 2022/12/06 23:55:34 - mmengine - INFO - Epoch(train) [66][1200/5005] lr: 7.5964e-02 eta: 1 day, 1:30:33 time: 0.1371 data_time: 0.0012 memory: 4390 loss: 3.3566 2022/12/06 23:55:48 - mmengine - INFO - Epoch(train) [66][1300/5005] lr: 7.5951e-02 eta: 1 day, 1:30:20 time: 0.1372 data_time: 0.0012 memory: 4390 loss: 3.4270 2022/12/06 23:56:02 - mmengine - INFO - Epoch(train) [66][1400/5005] lr: 7.5937e-02 eta: 1 day, 1:30:07 time: 0.1377 data_time: 0.0013 memory: 4390 loss: 3.4185 2022/12/06 23:56:16 - mmengine - INFO - Epoch(train) [66][1500/5005] lr: 7.5924e-02 eta: 1 day, 1:29:53 time: 0.1372 data_time: 0.0012 memory: 4390 loss: 3.5538 2022/12/06 23:56:30 - mmengine - INFO - Epoch(train) [66][1600/5005] lr: 7.5911e-02 eta: 1 day, 1:29:40 time: 0.1377 data_time: 0.0013 memory: 4390 loss: 3.2206 2022/12/06 23:56:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:56:44 - mmengine - INFO - Epoch(train) [66][1700/5005] lr: 7.5897e-02 eta: 1 day, 1:29:27 time: 0.1380 data_time: 0.0014 memory: 4390 loss: 3.2324 2022/12/06 23:56:57 - mmengine - INFO - Epoch(train) [66][1800/5005] lr: 7.5884e-02 eta: 1 day, 1:29:13 time: 0.1365 data_time: 0.0012 memory: 4390 loss: 3.7041 2022/12/06 23:57:11 - mmengine - INFO - Epoch(train) [66][1900/5005] lr: 7.5870e-02 eta: 1 day, 1:29:00 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.7123 2022/12/06 23:57:25 - mmengine - INFO - Epoch(train) [66][2000/5005] lr: 7.5857e-02 eta: 1 day, 1:28:46 time: 0.1370 data_time: 0.0013 memory: 4390 loss: 3.9212 2022/12/06 23:57:39 - mmengine - INFO - Epoch(train) [66][2100/5005] lr: 7.5844e-02 eta: 1 day, 1:28:33 time: 0.1373 data_time: 0.0013 memory: 4390 loss: 3.4610 2022/12/06 23:57:52 - mmengine - INFO - Epoch(train) [66][2200/5005] lr: 7.5830e-02 eta: 1 day, 1:28:20 time: 0.1367 data_time: 0.0012 memory: 4390 loss: 3.3739 2022/12/06 23:58:06 - mmengine - INFO - Epoch(train) [66][2300/5005] lr: 7.5817e-02 eta: 1 day, 1:28:07 time: 0.1379 data_time: 0.0014 memory: 4390 loss: 3.2114 2022/12/06 23:58:20 - mmengine - INFO - Epoch(train) [66][2400/5005] lr: 7.5803e-02 eta: 1 day, 1:27:53 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.4223 2022/12/06 23:58:34 - mmengine - INFO - Epoch(train) [66][2500/5005] lr: 7.5790e-02 eta: 1 day, 1:27:40 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.4024 2022/12/06 23:58:48 - mmengine - INFO - Epoch(train) [66][2600/5005] lr: 7.5776e-02 eta: 1 day, 1:27:27 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 3.7586 2022/12/06 23:58:58 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/06 23:59:01 - mmengine - INFO - Epoch(train) [66][2700/5005] lr: 7.5763e-02 eta: 1 day, 1:27:13 time: 0.1362 data_time: 0.0012 memory: 4390 loss: 3.4362 2022/12/06 23:59:15 - mmengine - INFO - Epoch(train) [66][2800/5005] lr: 7.5749e-02 eta: 1 day, 1:27:00 time: 0.1369 data_time: 0.0013 memory: 4390 loss: 3.4502 2022/12/06 23:59:29 - mmengine - INFO - Epoch(train) [66][2900/5005] lr: 7.5736e-02 eta: 1 day, 1:26:46 time: 0.1371 data_time: 0.0013 memory: 4390 loss: 3.4951 2022/12/06 23:59:43 - mmengine - INFO - Epoch(train) [66][3000/5005] lr: 7.5723e-02 eta: 1 day, 1:26:33 time: 0.1371 data_time: 0.0013 memory: 4390 loss: 3.7823 2022/12/06 23:59:57 - mmengine - INFO - Epoch(train) [66][3100/5005] lr: 7.5709e-02 eta: 1 day, 1:26:20 time: 0.1370 data_time: 0.0013 memory: 4390 loss: 3.1839 2022/12/07 00:00:10 - mmengine - INFO - Epoch(train) [66][3200/5005] lr: 7.5696e-02 eta: 1 day, 1:26:06 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.5201 2022/12/07 00:00:24 - mmengine - INFO - Epoch(train) [66][3300/5005] lr: 7.5682e-02 eta: 1 day, 1:25:53 time: 0.1368 data_time: 0.0013 memory: 4390 loss: 3.6424 2022/12/07 00:00:38 - mmengine - INFO - Epoch(train) [66][3400/5005] lr: 7.5669e-02 eta: 1 day, 1:25:39 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.5123 2022/12/07 00:00:51 - mmengine - INFO - Epoch(train) [66][3500/5005] lr: 7.5655e-02 eta: 1 day, 1:25:26 time: 0.1360 data_time: 0.0013 memory: 4390 loss: 3.6194 2022/12/07 00:01:05 - mmengine - INFO - Epoch(train) [66][3600/5005] lr: 7.5642e-02 eta: 1 day, 1:25:12 time: 0.1360 data_time: 0.0014 memory: 4390 loss: 3.2448 2022/12/07 00:01:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:01:19 - mmengine - INFO - Epoch(train) [66][3700/5005] lr: 7.5628e-02 eta: 1 day, 1:24:59 time: 0.1373 data_time: 0.0018 memory: 4390 loss: 3.5619 2022/12/07 00:01:33 - mmengine - INFO - Epoch(train) [66][3800/5005] lr: 7.5615e-02 eta: 1 day, 1:24:46 time: 0.1405 data_time: 0.0013 memory: 4390 loss: 3.8401 2022/12/07 00:01:47 - mmengine - INFO - Epoch(train) [66][3900/5005] lr: 7.5601e-02 eta: 1 day, 1:24:33 time: 0.1372 data_time: 0.0013 memory: 4390 loss: 3.4643 2022/12/07 00:02:01 - mmengine - INFO - Epoch(train) [66][4000/5005] lr: 7.5588e-02 eta: 1 day, 1:24:19 time: 0.1375 data_time: 0.0013 memory: 4390 loss: 3.8419 2022/12/07 00:02:14 - mmengine - INFO - Epoch(train) [66][4100/5005] lr: 7.5574e-02 eta: 1 day, 1:24:06 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.3994 2022/12/07 00:02:28 - mmengine - INFO - Epoch(train) [66][4200/5005] lr: 7.5561e-02 eta: 1 day, 1:23:53 time: 0.1459 data_time: 0.0013 memory: 4390 loss: 3.4381 2022/12/07 00:02:42 - mmengine - INFO - Epoch(train) [66][4300/5005] lr: 7.5547e-02 eta: 1 day, 1:23:39 time: 0.1362 data_time: 0.0013 memory: 4390 loss: 3.1156 2022/12/07 00:02:56 - mmengine - INFO - Epoch(train) [66][4400/5005] lr: 7.5534e-02 eta: 1 day, 1:23:26 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.8251 2022/12/07 00:03:09 - mmengine - INFO - Epoch(train) [66][4500/5005] lr: 7.5520e-02 eta: 1 day, 1:23:12 time: 0.1369 data_time: 0.0013 memory: 4390 loss: 3.5395 2022/12/07 00:03:23 - mmengine - INFO - Epoch(train) [66][4600/5005] lr: 7.5507e-02 eta: 1 day, 1:22:59 time: 0.1372 data_time: 0.0018 memory: 4390 loss: 3.4047 2022/12/07 00:03:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:03:37 - mmengine - INFO - Epoch(train) [66][4700/5005] lr: 7.5493e-02 eta: 1 day, 1:22:45 time: 0.1376 data_time: 0.0014 memory: 4390 loss: 3.6192 2022/12/07 00:03:51 - mmengine - INFO - Epoch(train) [66][4800/5005] lr: 7.5480e-02 eta: 1 day, 1:22:32 time: 0.1377 data_time: 0.0013 memory: 4390 loss: 3.4374 2022/12/07 00:04:05 - mmengine - INFO - Epoch(train) [66][4900/5005] lr: 7.5466e-02 eta: 1 day, 1:22:19 time: 0.1401 data_time: 0.0012 memory: 4390 loss: 3.6301 2022/12/07 00:04:18 - mmengine - INFO - Epoch(train) [66][5000/5005] lr: 7.5453e-02 eta: 1 day, 1:22:06 time: 0.1388 data_time: 0.0027 memory: 4390 loss: 3.2826 2022/12/07 00:04:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:04:19 - mmengine - INFO - Saving checkpoint at 66 epochs 2022/12/07 00:04:30 - mmengine - INFO - Epoch(val) [66][100/196] eta: 0:00:08 time: 0.0837 data_time: 0.0508 memory: 4390 2022/12/07 00:04:49 - mmengine - INFO - Epoch(val) [66][196/196] accuracy/top1: 64.2140 accuracy/top5: 86.4980 2022/12/07 00:05:03 - mmengine - INFO - Epoch(train) [67][ 100/5005] lr: 7.5439e-02 eta: 1 day, 1:21:53 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 3.3823 2022/12/07 00:05:17 - mmengine - INFO - Epoch(train) [67][ 200/5005] lr: 7.5425e-02 eta: 1 day, 1:21:39 time: 0.1363 data_time: 0.0012 memory: 4390 loss: 3.7617 2022/12/07 00:05:31 - mmengine - INFO - Epoch(train) [67][ 300/5005] lr: 7.5412e-02 eta: 1 day, 1:21:26 time: 0.1381 data_time: 0.0026 memory: 4390 loss: 3.5989 2022/12/07 00:05:45 - mmengine - INFO - Epoch(train) [67][ 400/5005] lr: 7.5398e-02 eta: 1 day, 1:21:12 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.2555 2022/12/07 00:05:59 - mmengine - INFO - Epoch(train) [67][ 500/5005] lr: 7.5385e-02 eta: 1 day, 1:20:59 time: 0.1369 data_time: 0.0013 memory: 4390 loss: 3.3363 2022/12/07 00:06:12 - mmengine - INFO - Epoch(train) [67][ 600/5005] lr: 7.5371e-02 eta: 1 day, 1:20:46 time: 0.1367 data_time: 0.0012 memory: 4390 loss: 3.1014 2022/12/07 00:06:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:06:26 - mmengine - INFO - Epoch(train) [67][ 700/5005] lr: 7.5358e-02 eta: 1 day, 1:20:32 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.6031 2022/12/07 00:06:40 - mmengine - INFO - Epoch(train) [67][ 800/5005] lr: 7.5344e-02 eta: 1 day, 1:20:19 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.1138 2022/12/07 00:06:54 - mmengine - INFO - Epoch(train) [67][ 900/5005] lr: 7.5331e-02 eta: 1 day, 1:20:06 time: 0.1369 data_time: 0.0018 memory: 4390 loss: 3.3640 2022/12/07 00:07:08 - mmengine - INFO - Epoch(train) [67][1000/5005] lr: 7.5317e-02 eta: 1 day, 1:19:52 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.1245 2022/12/07 00:07:21 - mmengine - INFO - Epoch(train) [67][1100/5005] lr: 7.5303e-02 eta: 1 day, 1:19:39 time: 0.1373 data_time: 0.0013 memory: 4390 loss: 3.1034 2022/12/07 00:07:35 - mmengine - INFO - Epoch(train) [67][1200/5005] lr: 7.5290e-02 eta: 1 day, 1:19:25 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.4301 2022/12/07 00:07:49 - mmengine - INFO - Epoch(train) [67][1300/5005] lr: 7.5276e-02 eta: 1 day, 1:19:12 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.3070 2022/12/07 00:08:02 - mmengine - INFO - Epoch(train) [67][1400/5005] lr: 7.5263e-02 eta: 1 day, 1:18:58 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.2238 2022/12/07 00:08:16 - mmengine - INFO - Epoch(train) [67][1500/5005] lr: 7.5249e-02 eta: 1 day, 1:18:45 time: 0.1359 data_time: 0.0015 memory: 4390 loss: 3.5500 2022/12/07 00:08:30 - mmengine - INFO - Epoch(train) [67][1600/5005] lr: 7.5236e-02 eta: 1 day, 1:18:31 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.1493 2022/12/07 00:08:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:08:44 - mmengine - INFO - Epoch(train) [67][1700/5005] lr: 7.5222e-02 eta: 1 day, 1:18:18 time: 0.1375 data_time: 0.0014 memory: 4390 loss: 3.8432 2022/12/07 00:08:58 - mmengine - INFO - Epoch(train) [67][1800/5005] lr: 7.5209e-02 eta: 1 day, 1:18:05 time: 0.1390 data_time: 0.0014 memory: 4390 loss: 3.4075 2022/12/07 00:09:11 - mmengine - INFO - Epoch(train) [67][1900/5005] lr: 7.5195e-02 eta: 1 day, 1:17:51 time: 0.1429 data_time: 0.0014 memory: 4390 loss: 3.2956 2022/12/07 00:09:25 - mmengine - INFO - Epoch(train) [67][2000/5005] lr: 7.5182e-02 eta: 1 day, 1:17:38 time: 0.1361 data_time: 0.0014 memory: 4390 loss: 3.1113 2022/12/07 00:09:39 - mmengine - INFO - Epoch(train) [67][2100/5005] lr: 7.5168e-02 eta: 1 day, 1:17:25 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 3.0877 2022/12/07 00:09:53 - mmengine - INFO - Epoch(train) [67][2200/5005] lr: 7.5154e-02 eta: 1 day, 1:17:11 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.4219 2022/12/07 00:10:06 - mmengine - INFO - Epoch(train) [67][2300/5005] lr: 7.5141e-02 eta: 1 day, 1:16:58 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.7461 2022/12/07 00:10:20 - mmengine - INFO - Epoch(train) [67][2400/5005] lr: 7.5127e-02 eta: 1 day, 1:16:44 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 3.2511 2022/12/07 00:10:34 - mmengine - INFO - Epoch(train) [67][2500/5005] lr: 7.5114e-02 eta: 1 day, 1:16:31 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.4510 2022/12/07 00:10:48 - mmengine - INFO - Epoch(train) [67][2600/5005] lr: 7.5100e-02 eta: 1 day, 1:16:18 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.9433 2022/12/07 00:10:58 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:11:02 - mmengine - INFO - Epoch(train) [67][2700/5005] lr: 7.5087e-02 eta: 1 day, 1:16:04 time: 0.1377 data_time: 0.0014 memory: 4390 loss: 3.1931 2022/12/07 00:11:16 - mmengine - INFO - Epoch(train) [67][2800/5005] lr: 7.5073e-02 eta: 1 day, 1:15:51 time: 0.1361 data_time: 0.0014 memory: 4390 loss: 3.5543 2022/12/07 00:11:29 - mmengine - INFO - Epoch(train) [67][2900/5005] lr: 7.5059e-02 eta: 1 day, 1:15:38 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 3.3727 2022/12/07 00:11:43 - mmengine - INFO - Epoch(train) [67][3000/5005] lr: 7.5046e-02 eta: 1 day, 1:15:24 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.5818 2022/12/07 00:11:57 - mmengine - INFO - Epoch(train) [67][3100/5005] lr: 7.5032e-02 eta: 1 day, 1:15:11 time: 0.1425 data_time: 0.0014 memory: 4390 loss: 3.3407 2022/12/07 00:12:11 - mmengine - INFO - Epoch(train) [67][3200/5005] lr: 7.5019e-02 eta: 1 day, 1:14:58 time: 0.1375 data_time: 0.0014 memory: 4390 loss: 4.1998 2022/12/07 00:12:24 - mmengine - INFO - Epoch(train) [67][3300/5005] lr: 7.5005e-02 eta: 1 day, 1:14:44 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.6441 2022/12/07 00:12:38 - mmengine - INFO - Epoch(train) [67][3400/5005] lr: 7.4992e-02 eta: 1 day, 1:14:31 time: 0.1426 data_time: 0.0014 memory: 4390 loss: 3.2211 2022/12/07 00:12:52 - mmengine - INFO - Epoch(train) [67][3500/5005] lr: 7.4978e-02 eta: 1 day, 1:14:17 time: 0.1365 data_time: 0.0016 memory: 4390 loss: 3.7211 2022/12/07 00:13:06 - mmengine - INFO - Epoch(train) [67][3600/5005] lr: 7.4964e-02 eta: 1 day, 1:14:04 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.3595 2022/12/07 00:13:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:13:20 - mmengine - INFO - Epoch(train) [67][3700/5005] lr: 7.4951e-02 eta: 1 day, 1:13:51 time: 0.1366 data_time: 0.0014 memory: 4390 loss: 3.5417 2022/12/07 00:13:33 - mmengine - INFO - Epoch(train) [67][3800/5005] lr: 7.4937e-02 eta: 1 day, 1:13:37 time: 0.1363 data_time: 0.0014 memory: 4390 loss: 4.0858 2022/12/07 00:13:47 - mmengine - INFO - Epoch(train) [67][3900/5005] lr: 7.4924e-02 eta: 1 day, 1:13:24 time: 0.1360 data_time: 0.0014 memory: 4390 loss: 3.4289 2022/12/07 00:14:01 - mmengine - INFO - Epoch(train) [67][4000/5005] lr: 7.4910e-02 eta: 1 day, 1:13:10 time: 0.1373 data_time: 0.0019 memory: 4390 loss: 3.0238 2022/12/07 00:14:15 - mmengine - INFO - Epoch(train) [67][4100/5005] lr: 7.4896e-02 eta: 1 day, 1:12:57 time: 0.1373 data_time: 0.0018 memory: 4390 loss: 3.0638 2022/12/07 00:14:28 - mmengine - INFO - Epoch(train) [67][4200/5005] lr: 7.4883e-02 eta: 1 day, 1:12:43 time: 0.1366 data_time: 0.0014 memory: 4390 loss: 3.6738 2022/12/07 00:14:42 - mmengine - INFO - Epoch(train) [67][4300/5005] lr: 7.4869e-02 eta: 1 day, 1:12:30 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.8141 2022/12/07 00:14:56 - mmengine - INFO - Epoch(train) [67][4400/5005] lr: 7.4855e-02 eta: 1 day, 1:12:16 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 3.6152 2022/12/07 00:15:10 - mmengine - INFO - Epoch(train) [67][4500/5005] lr: 7.4842e-02 eta: 1 day, 1:12:03 time: 0.1361 data_time: 0.0015 memory: 4390 loss: 3.3020 2022/12/07 00:15:23 - mmengine - INFO - Epoch(train) [67][4600/5005] lr: 7.4828e-02 eta: 1 day, 1:11:50 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.5905 2022/12/07 00:15:33 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:15:37 - mmengine - INFO - Epoch(train) [67][4700/5005] lr: 7.4815e-02 eta: 1 day, 1:11:36 time: 0.1375 data_time: 0.0014 memory: 4390 loss: 3.3228 2022/12/07 00:15:51 - mmengine - INFO - Epoch(train) [67][4800/5005] lr: 7.4801e-02 eta: 1 day, 1:11:23 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 2.9977 2022/12/07 00:16:05 - mmengine - INFO - Epoch(train) [67][4900/5005] lr: 7.4787e-02 eta: 1 day, 1:11:10 time: 0.1375 data_time: 0.0013 memory: 4390 loss: 3.3182 2022/12/07 00:16:19 - mmengine - INFO - Epoch(train) [67][5000/5005] lr: 7.4774e-02 eta: 1 day, 1:10:56 time: 0.1371 data_time: 0.0023 memory: 4390 loss: 3.4700 2022/12/07 00:16:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:16:19 - mmengine - INFO - Saving checkpoint at 67 epochs 2022/12/07 00:16:30 - mmengine - INFO - Epoch(val) [67][100/196] eta: 0:00:08 time: 0.0971 data_time: 0.0547 memory: 4390 2022/12/07 00:16:49 - mmengine - INFO - Epoch(val) [67][196/196] accuracy/top1: 63.6200 accuracy/top5: 86.3060 2022/12/07 00:17:04 - mmengine - INFO - Epoch(train) [68][ 100/5005] lr: 7.4759e-02 eta: 1 day, 1:10:44 time: 0.1371 data_time: 0.0014 memory: 4390 loss: 3.6558 2022/12/07 00:17:18 - mmengine - INFO - Epoch(train) [68][ 200/5005] lr: 7.4746e-02 eta: 1 day, 1:10:30 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 3.0751 2022/12/07 00:17:31 - mmengine - INFO - Epoch(train) [68][ 300/5005] lr: 7.4732e-02 eta: 1 day, 1:10:17 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 3.7716 2022/12/07 00:17:45 - mmengine - INFO - Epoch(train) [68][ 400/5005] lr: 7.4719e-02 eta: 1 day, 1:10:04 time: 0.1370 data_time: 0.0013 memory: 4390 loss: 3.4305 2022/12/07 00:17:59 - mmengine - INFO - Epoch(train) [68][ 500/5005] lr: 7.4705e-02 eta: 1 day, 1:09:50 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.3098 2022/12/07 00:18:13 - mmengine - INFO - Epoch(train) [68][ 600/5005] lr: 7.4691e-02 eta: 1 day, 1:09:37 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.4101 2022/12/07 00:18:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:18:27 - mmengine - INFO - Epoch(train) [68][ 700/5005] lr: 7.4678e-02 eta: 1 day, 1:09:23 time: 0.1366 data_time: 0.0014 memory: 4390 loss: 3.1261 2022/12/07 00:18:40 - mmengine - INFO - Epoch(train) [68][ 800/5005] lr: 7.4664e-02 eta: 1 day, 1:09:10 time: 0.1362 data_time: 0.0014 memory: 4390 loss: 3.1611 2022/12/07 00:18:54 - mmengine - INFO - Epoch(train) [68][ 900/5005] lr: 7.4650e-02 eta: 1 day, 1:08:56 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.8545 2022/12/07 00:19:08 - mmengine - INFO - Epoch(train) [68][1000/5005] lr: 7.4637e-02 eta: 1 day, 1:08:43 time: 0.1461 data_time: 0.0015 memory: 4390 loss: 3.6296 2022/12/07 00:19:22 - mmengine - INFO - Epoch(train) [68][1100/5005] lr: 7.4623e-02 eta: 1 day, 1:08:30 time: 0.1366 data_time: 0.0013 memory: 4390 loss: 3.5086 2022/12/07 00:19:35 - mmengine - INFO - Epoch(train) [68][1200/5005] lr: 7.4609e-02 eta: 1 day, 1:08:16 time: 0.1374 data_time: 0.0014 memory: 4390 loss: 3.4995 2022/12/07 00:19:49 - mmengine - INFO - Epoch(train) [68][1300/5005] lr: 7.4596e-02 eta: 1 day, 1:08:03 time: 0.1379 data_time: 0.0015 memory: 4390 loss: 3.3130 2022/12/07 00:20:03 - mmengine - INFO - Epoch(train) [68][1400/5005] lr: 7.4582e-02 eta: 1 day, 1:07:50 time: 0.1375 data_time: 0.0014 memory: 4390 loss: 3.4787 2022/12/07 00:20:17 - mmengine - INFO - Epoch(train) [68][1500/5005] lr: 7.4568e-02 eta: 1 day, 1:07:36 time: 0.1364 data_time: 0.0013 memory: 4390 loss: 3.4378 2022/12/07 00:20:31 - mmengine - INFO - Epoch(train) [68][1600/5005] lr: 7.4555e-02 eta: 1 day, 1:07:23 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.1235 2022/12/07 00:20:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:20:45 - mmengine - INFO - Epoch(train) [68][1700/5005] lr: 7.4541e-02 eta: 1 day, 1:07:10 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.1754 2022/12/07 00:20:58 - mmengine - INFO - Epoch(train) [68][1800/5005] lr: 7.4527e-02 eta: 1 day, 1:06:56 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.8434 2022/12/07 00:21:12 - mmengine - INFO - Epoch(train) [68][1900/5005] lr: 7.4514e-02 eta: 1 day, 1:06:43 time: 0.1387 data_time: 0.0014 memory: 4390 loss: 3.1146 2022/12/07 00:21:26 - mmengine - INFO - Epoch(train) [68][2000/5005] lr: 7.4500e-02 eta: 1 day, 1:06:30 time: 0.1370 data_time: 0.0014 memory: 4390 loss: 3.2333 2022/12/07 00:21:40 - mmengine - INFO - Epoch(train) [68][2100/5005] lr: 7.4486e-02 eta: 1 day, 1:06:16 time: 0.1371 data_time: 0.0014 memory: 4390 loss: 3.2783 2022/12/07 00:21:54 - mmengine - INFO - Epoch(train) [68][2200/5005] lr: 7.4473e-02 eta: 1 day, 1:06:03 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.6892 2022/12/07 00:22:08 - mmengine - INFO - Epoch(train) [68][2300/5005] lr: 7.4459e-02 eta: 1 day, 1:05:50 time: 0.1374 data_time: 0.0014 memory: 4390 loss: 3.5490 2022/12/07 00:22:21 - mmengine - INFO - Epoch(train) [68][2400/5005] lr: 7.4445e-02 eta: 1 day, 1:05:37 time: 0.1380 data_time: 0.0015 memory: 4390 loss: 3.0061 2022/12/07 00:22:35 - mmengine - INFO - Epoch(train) [68][2500/5005] lr: 7.4432e-02 eta: 1 day, 1:05:24 time: 0.1369 data_time: 0.0013 memory: 4390 loss: 3.4361 2022/12/07 00:22:49 - mmengine - INFO - Epoch(train) [68][2600/5005] lr: 7.4418e-02 eta: 1 day, 1:05:10 time: 0.1374 data_time: 0.0014 memory: 4390 loss: 3.5685 2022/12/07 00:22:58 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:23:03 - mmengine - INFO - Epoch(train) [68][2700/5005] lr: 7.4404e-02 eta: 1 day, 1:04:57 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.4835 2022/12/07 00:23:17 - mmengine - INFO - Epoch(train) [68][2800/5005] lr: 7.4390e-02 eta: 1 day, 1:04:43 time: 0.1380 data_time: 0.0014 memory: 4390 loss: 3.3639 2022/12/07 00:23:30 - mmengine - INFO - Epoch(train) [68][2900/5005] lr: 7.4377e-02 eta: 1 day, 1:04:30 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.0873 2022/12/07 00:23:44 - mmengine - INFO - Epoch(train) [68][3000/5005] lr: 7.4363e-02 eta: 1 day, 1:04:16 time: 0.1374 data_time: 0.0013 memory: 4390 loss: 3.6140 2022/12/07 00:23:58 - mmengine - INFO - Epoch(train) [68][3100/5005] lr: 7.4349e-02 eta: 1 day, 1:04:03 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.2278 2022/12/07 00:24:12 - mmengine - INFO - Epoch(train) [68][3200/5005] lr: 7.4336e-02 eta: 1 day, 1:03:50 time: 0.1372 data_time: 0.0019 memory: 4390 loss: 3.5087 2022/12/07 00:24:26 - mmengine - INFO - Epoch(train) [68][3300/5005] lr: 7.4322e-02 eta: 1 day, 1:03:36 time: 0.1365 data_time: 0.0019 memory: 4390 loss: 3.2735 2022/12/07 00:24:40 - mmengine - INFO - Epoch(train) [68][3400/5005] lr: 7.4308e-02 eta: 1 day, 1:03:23 time: 0.1366 data_time: 0.0019 memory: 4390 loss: 3.5247 2022/12/07 00:24:54 - mmengine - INFO - Epoch(train) [68][3500/5005] lr: 7.4295e-02 eta: 1 day, 1:03:10 time: 0.1366 data_time: 0.0020 memory: 4390 loss: 3.5081 2022/12/07 00:25:07 - mmengine - INFO - Epoch(train) [68][3600/5005] lr: 7.4281e-02 eta: 1 day, 1:02:57 time: 0.1364 data_time: 0.0018 memory: 4390 loss: 3.6280 2022/12/07 00:25:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:25:21 - mmengine - INFO - Epoch(train) [68][3700/5005] lr: 7.4267e-02 eta: 1 day, 1:02:43 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 3.1601 2022/12/07 00:25:35 - mmengine - INFO - Epoch(train) [68][3800/5005] lr: 7.4253e-02 eta: 1 day, 1:02:30 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.6224 2022/12/07 00:25:49 - mmengine - INFO - Epoch(train) [68][3900/5005] lr: 7.4240e-02 eta: 1 day, 1:02:16 time: 0.1371 data_time: 0.0014 memory: 4390 loss: 3.4372 2022/12/07 00:26:03 - mmengine - INFO - Epoch(train) [68][4000/5005] lr: 7.4226e-02 eta: 1 day, 1:02:03 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 3.1017 2022/12/07 00:26:16 - mmengine - INFO - Epoch(train) [68][4100/5005] lr: 7.4212e-02 eta: 1 day, 1:01:49 time: 0.1365 data_time: 0.0016 memory: 4390 loss: 3.3890 2022/12/07 00:26:30 - mmengine - INFO - Epoch(train) [68][4200/5005] lr: 7.4198e-02 eta: 1 day, 1:01:36 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.3370 2022/12/07 00:26:44 - mmengine - INFO - Epoch(train) [68][4300/5005] lr: 7.4185e-02 eta: 1 day, 1:01:23 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.4511 2022/12/07 00:26:58 - mmengine - INFO - Epoch(train) [68][4400/5005] lr: 7.4171e-02 eta: 1 day, 1:01:09 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.8026 2022/12/07 00:27:12 - mmengine - INFO - Epoch(train) [68][4500/5005] lr: 7.4157e-02 eta: 1 day, 1:00:56 time: 0.1443 data_time: 0.0016 memory: 4390 loss: 3.1642 2022/12/07 00:27:26 - mmengine - INFO - Epoch(train) [68][4600/5005] lr: 7.4143e-02 eta: 1 day, 1:00:43 time: 0.1370 data_time: 0.0019 memory: 4390 loss: 3.9186 2022/12/07 00:27:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:27:39 - mmengine - INFO - Epoch(train) [68][4700/5005] lr: 7.4130e-02 eta: 1 day, 1:00:29 time: 0.1372 data_time: 0.0018 memory: 4390 loss: 3.2373 2022/12/07 00:27:53 - mmengine - INFO - Epoch(train) [68][4800/5005] lr: 7.4116e-02 eta: 1 day, 1:00:16 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.4439 2022/12/07 00:28:07 - mmengine - INFO - Epoch(train) [68][4900/5005] lr: 7.4102e-02 eta: 1 day, 1:00:02 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.5292 2022/12/07 00:28:21 - mmengine - INFO - Epoch(train) [68][5000/5005] lr: 7.4089e-02 eta: 1 day, 0:59:49 time: 0.1377 data_time: 0.0024 memory: 4390 loss: 3.2444 2022/12/07 00:28:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:28:21 - mmengine - INFO - Saving checkpoint at 68 epochs 2022/12/07 00:28:33 - mmengine - INFO - Epoch(val) [68][100/196] eta: 0:00:08 time: 0.0837 data_time: 0.0516 memory: 4390 2022/12/07 00:28:52 - mmengine - INFO - Epoch(val) [68][196/196] accuracy/top1: 64.5000 accuracy/top5: 86.4920 2022/12/07 00:29:07 - mmengine - INFO - Epoch(train) [69][ 100/5005] lr: 7.4074e-02 eta: 1 day, 0:59:36 time: 0.1364 data_time: 0.0012 memory: 4390 loss: 3.2733 2022/12/07 00:29:21 - mmengine - INFO - Epoch(train) [69][ 200/5005] lr: 7.4060e-02 eta: 1 day, 0:59:23 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.6147 2022/12/07 00:29:34 - mmengine - INFO - Epoch(train) [69][ 300/5005] lr: 7.4047e-02 eta: 1 day, 0:59:09 time: 0.1363 data_time: 0.0013 memory: 4390 loss: 3.4298 2022/12/07 00:29:48 - mmengine - INFO - Epoch(train) [69][ 400/5005] lr: 7.4033e-02 eta: 1 day, 0:58:56 time: 0.1442 data_time: 0.0012 memory: 4390 loss: 3.3545 2022/12/07 00:30:02 - mmengine - INFO - Epoch(train) [69][ 500/5005] lr: 7.4019e-02 eta: 1 day, 0:58:43 time: 0.1380 data_time: 0.0014 memory: 4390 loss: 3.4179 2022/12/07 00:30:16 - mmengine - INFO - Epoch(train) [69][ 600/5005] lr: 7.4005e-02 eta: 1 day, 0:58:29 time: 0.1377 data_time: 0.0013 memory: 4390 loss: 3.4706 2022/12/07 00:30:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:30:29 - mmengine - INFO - Epoch(train) [69][ 700/5005] lr: 7.3992e-02 eta: 1 day, 0:58:16 time: 0.1376 data_time: 0.0014 memory: 4390 loss: 3.3751 2022/12/07 00:30:43 - mmengine - INFO - Epoch(train) [69][ 800/5005] lr: 7.3978e-02 eta: 1 day, 0:58:02 time: 0.1359 data_time: 0.0012 memory: 4390 loss: 3.6911 2022/12/07 00:30:57 - mmengine - INFO - Epoch(train) [69][ 900/5005] lr: 7.3964e-02 eta: 1 day, 0:57:49 time: 0.1455 data_time: 0.0013 memory: 4390 loss: 3.5517 2022/12/07 00:31:11 - mmengine - INFO - Epoch(train) [69][1000/5005] lr: 7.3950e-02 eta: 1 day, 0:57:35 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.6162 2022/12/07 00:31:24 - mmengine - INFO - Epoch(train) [69][1100/5005] lr: 7.3936e-02 eta: 1 day, 0:57:22 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.1854 2022/12/07 00:31:38 - mmengine - INFO - Epoch(train) [69][1200/5005] lr: 7.3923e-02 eta: 1 day, 0:57:08 time: 0.1362 data_time: 0.0014 memory: 4390 loss: 3.7792 2022/12/07 00:31:52 - mmengine - INFO - Epoch(train) [69][1300/5005] lr: 7.3909e-02 eta: 1 day, 0:56:55 time: 0.1361 data_time: 0.0014 memory: 4390 loss: 3.4284 2022/12/07 00:32:06 - mmengine - INFO - Epoch(train) [69][1400/5005] lr: 7.3895e-02 eta: 1 day, 0:56:41 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.5347 2022/12/07 00:32:19 - mmengine - INFO - Epoch(train) [69][1500/5005] lr: 7.3881e-02 eta: 1 day, 0:56:27 time: 0.1362 data_time: 0.0014 memory: 4390 loss: 3.3613 2022/12/07 00:32:33 - mmengine - INFO - Epoch(train) [69][1600/5005] lr: 7.3867e-02 eta: 1 day, 0:56:15 time: 0.1379 data_time: 0.0018 memory: 4390 loss: 3.4074 2022/12/07 00:32:42 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:32:47 - mmengine - INFO - Epoch(train) [69][1700/5005] lr: 7.3854e-02 eta: 1 day, 0:56:01 time: 0.1366 data_time: 0.0018 memory: 4390 loss: 3.6542 2022/12/07 00:33:01 - mmengine - INFO - Epoch(train) [69][1800/5005] lr: 7.3840e-02 eta: 1 day, 0:55:48 time: 0.1367 data_time: 0.0018 memory: 4390 loss: 3.2640 2022/12/07 00:33:15 - mmengine - INFO - Epoch(train) [69][1900/5005] lr: 7.3826e-02 eta: 1 day, 0:55:34 time: 0.1358 data_time: 0.0018 memory: 4390 loss: 3.1441 2022/12/07 00:33:28 - mmengine - INFO - Epoch(train) [69][2000/5005] lr: 7.3812e-02 eta: 1 day, 0:55:21 time: 0.1369 data_time: 0.0019 memory: 4390 loss: 3.5869 2022/12/07 00:33:42 - mmengine - INFO - Epoch(train) [69][2100/5005] lr: 7.3799e-02 eta: 1 day, 0:55:07 time: 0.1402 data_time: 0.0018 memory: 4390 loss: 3.7183 2022/12/07 00:33:56 - mmengine - INFO - Epoch(train) [69][2200/5005] lr: 7.3785e-02 eta: 1 day, 0:54:54 time: 0.1374 data_time: 0.0019 memory: 4390 loss: 2.9491 2022/12/07 00:34:10 - mmengine - INFO - Epoch(train) [69][2300/5005] lr: 7.3771e-02 eta: 1 day, 0:54:40 time: 0.1363 data_time: 0.0018 memory: 4390 loss: 3.4027 2022/12/07 00:34:24 - mmengine - INFO - Epoch(train) [69][2400/5005] lr: 7.3757e-02 eta: 1 day, 0:54:27 time: 0.1365 data_time: 0.0018 memory: 4390 loss: 3.3571 2022/12/07 00:34:37 - mmengine - INFO - Epoch(train) [69][2500/5005] lr: 7.3743e-02 eta: 1 day, 0:54:13 time: 0.1368 data_time: 0.0018 memory: 4390 loss: 3.4205 2022/12/07 00:34:51 - mmengine - INFO - Epoch(train) [69][2600/5005] lr: 7.3729e-02 eta: 1 day, 0:54:00 time: 0.1376 data_time: 0.0019 memory: 4390 loss: 3.4105 2022/12/07 00:34:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:35:05 - mmengine - INFO - Epoch(train) [69][2700/5005] lr: 7.3716e-02 eta: 1 day, 0:53:47 time: 0.1370 data_time: 0.0020 memory: 4390 loss: 3.6769 2022/12/07 00:35:19 - mmengine - INFO - Epoch(train) [69][2800/5005] lr: 7.3702e-02 eta: 1 day, 0:53:33 time: 0.1374 data_time: 0.0019 memory: 4390 loss: 3.6100 2022/12/07 00:35:33 - mmengine - INFO - Epoch(train) [69][2900/5005] lr: 7.3688e-02 eta: 1 day, 0:53:20 time: 0.1368 data_time: 0.0018 memory: 4390 loss: 3.5936 2022/12/07 00:35:46 - mmengine - INFO - Epoch(train) [69][3000/5005] lr: 7.3674e-02 eta: 1 day, 0:53:06 time: 0.1365 data_time: 0.0021 memory: 4390 loss: 3.1170 2022/12/07 00:36:00 - mmengine - INFO - Epoch(train) [69][3100/5005] lr: 7.3660e-02 eta: 1 day, 0:52:53 time: 0.1363 data_time: 0.0019 memory: 4390 loss: 3.2786 2022/12/07 00:36:14 - mmengine - INFO - Epoch(train) [69][3200/5005] lr: 7.3647e-02 eta: 1 day, 0:52:40 time: 0.1364 data_time: 0.0019 memory: 4390 loss: 2.9879 2022/12/07 00:36:28 - mmengine - INFO - Epoch(train) [69][3300/5005] lr: 7.3633e-02 eta: 1 day, 0:52:26 time: 0.1362 data_time: 0.0017 memory: 4390 loss: 3.3838 2022/12/07 00:36:42 - mmengine - INFO - Epoch(train) [69][3400/5005] lr: 7.3619e-02 eta: 1 day, 0:52:13 time: 0.1360 data_time: 0.0016 memory: 4390 loss: 3.6165 2022/12/07 00:36:55 - mmengine - INFO - Epoch(train) [69][3500/5005] lr: 7.3605e-02 eta: 1 day, 0:51:59 time: 0.1366 data_time: 0.0017 memory: 4390 loss: 3.1833 2022/12/07 00:37:09 - mmengine - INFO - Epoch(train) [69][3600/5005] lr: 7.3591e-02 eta: 1 day, 0:51:46 time: 0.1365 data_time: 0.0017 memory: 4390 loss: 3.6576 2022/12/07 00:37:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:37:23 - mmengine - INFO - Epoch(train) [69][3700/5005] lr: 7.3577e-02 eta: 1 day, 0:51:32 time: 0.1368 data_time: 0.0018 memory: 4390 loss: 3.8389 2022/12/07 00:37:37 - mmengine - INFO - Epoch(train) [69][3800/5005] lr: 7.3564e-02 eta: 1 day, 0:51:19 time: 0.1364 data_time: 0.0019 memory: 4390 loss: 3.5021 2022/12/07 00:37:51 - mmengine - INFO - Epoch(train) [69][3900/5005] lr: 7.3550e-02 eta: 1 day, 0:51:06 time: 0.1371 data_time: 0.0017 memory: 4390 loss: 3.2431 2022/12/07 00:38:04 - mmengine - INFO - Epoch(train) [69][4000/5005] lr: 7.3536e-02 eta: 1 day, 0:50:52 time: 0.1363 data_time: 0.0018 memory: 4390 loss: 3.8072 2022/12/07 00:38:18 - mmengine - INFO - Epoch(train) [69][4100/5005] lr: 7.3522e-02 eta: 1 day, 0:50:39 time: 0.1362 data_time: 0.0018 memory: 4390 loss: 3.5649 2022/12/07 00:38:32 - mmengine - INFO - Epoch(train) [69][4200/5005] lr: 7.3508e-02 eta: 1 day, 0:50:25 time: 0.1365 data_time: 0.0018 memory: 4390 loss: 3.6430 2022/12/07 00:38:46 - mmengine - INFO - Epoch(train) [69][4300/5005] lr: 7.3494e-02 eta: 1 day, 0:50:12 time: 0.1371 data_time: 0.0020 memory: 4390 loss: 3.3326 2022/12/07 00:39:00 - mmengine - INFO - Epoch(train) [69][4400/5005] lr: 7.3480e-02 eta: 1 day, 0:49:58 time: 0.1370 data_time: 0.0018 memory: 4390 loss: 3.5056 2022/12/07 00:39:14 - mmengine - INFO - Epoch(train) [69][4500/5005] lr: 7.3467e-02 eta: 1 day, 0:49:45 time: 0.1369 data_time: 0.0019 memory: 4390 loss: 3.1455 2022/12/07 00:39:27 - mmengine - INFO - Epoch(train) [69][4600/5005] lr: 7.3453e-02 eta: 1 day, 0:49:32 time: 0.1364 data_time: 0.0018 memory: 4390 loss: 3.1099 2022/12/07 00:39:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:39:41 - mmengine - INFO - Epoch(train) [69][4700/5005] lr: 7.3439e-02 eta: 1 day, 0:49:18 time: 0.1370 data_time: 0.0018 memory: 4390 loss: 3.1156 2022/12/07 00:39:55 - mmengine - INFO - Epoch(train) [69][4800/5005] lr: 7.3425e-02 eta: 1 day, 0:49:05 time: 0.1364 data_time: 0.0018 memory: 4390 loss: 3.4734 2022/12/07 00:40:09 - mmengine - INFO - Epoch(train) [69][4900/5005] lr: 7.3411e-02 eta: 1 day, 0:48:52 time: 0.1373 data_time: 0.0019 memory: 4390 loss: 3.5728 2022/12/07 00:40:23 - mmengine - INFO - Epoch(train) [69][5000/5005] lr: 7.3397e-02 eta: 1 day, 0:48:38 time: 0.1405 data_time: 0.0027 memory: 4390 loss: 2.9842 2022/12/07 00:40:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:40:23 - mmengine - INFO - Saving checkpoint at 69 epochs 2022/12/07 00:40:34 - mmengine - INFO - Epoch(val) [69][100/196] eta: 0:00:08 time: 0.0880 data_time: 0.0573 memory: 4390 2022/12/07 00:40:53 - mmengine - INFO - Epoch(val) [69][196/196] accuracy/top1: 65.1760 accuracy/top5: 86.9520 2022/12/07 00:41:08 - mmengine - INFO - Epoch(train) [70][ 100/5005] lr: 7.3383e-02 eta: 1 day, 0:48:26 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.1346 2022/12/07 00:41:22 - mmengine - INFO - Epoch(train) [70][ 200/5005] lr: 7.3369e-02 eta: 1 day, 0:48:12 time: 0.1370 data_time: 0.0018 memory: 4390 loss: 3.9873 2022/12/07 00:41:35 - mmengine - INFO - Epoch(train) [70][ 300/5005] lr: 7.3355e-02 eta: 1 day, 0:47:59 time: 0.1372 data_time: 0.0019 memory: 4390 loss: 3.6111 2022/12/07 00:41:49 - mmengine - INFO - Epoch(train) [70][ 400/5005] lr: 7.3341e-02 eta: 1 day, 0:47:45 time: 0.1363 data_time: 0.0018 memory: 4390 loss: 3.1568 2022/12/07 00:42:03 - mmengine - INFO - Epoch(train) [70][ 500/5005] lr: 7.3327e-02 eta: 1 day, 0:47:32 time: 0.1366 data_time: 0.0018 memory: 4390 loss: 3.6154 2022/12/07 00:42:17 - mmengine - INFO - Epoch(train) [70][ 600/5005] lr: 7.3313e-02 eta: 1 day, 0:47:18 time: 0.1361 data_time: 0.0018 memory: 4390 loss: 3.5369 2022/12/07 00:42:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:42:31 - mmengine - INFO - Epoch(train) [70][ 700/5005] lr: 7.3299e-02 eta: 1 day, 0:47:05 time: 0.1370 data_time: 0.0018 memory: 4390 loss: 3.0739 2022/12/07 00:42:45 - mmengine - INFO - Epoch(train) [70][ 800/5005] lr: 7.3286e-02 eta: 1 day, 0:46:52 time: 0.1383 data_time: 0.0020 memory: 4390 loss: 3.7267 2022/12/07 00:42:59 - mmengine - INFO - Epoch(train) [70][ 900/5005] lr: 7.3272e-02 eta: 1 day, 0:46:39 time: 0.1382 data_time: 0.0014 memory: 4390 loss: 3.2482 2022/12/07 00:43:12 - mmengine - INFO - Epoch(train) [70][1000/5005] lr: 7.3258e-02 eta: 1 day, 0:46:25 time: 0.1367 data_time: 0.0022 memory: 4390 loss: 3.6524 2022/12/07 00:43:26 - mmengine - INFO - Epoch(train) [70][1100/5005] lr: 7.3244e-02 eta: 1 day, 0:46:12 time: 0.1373 data_time: 0.0022 memory: 4390 loss: 3.9399 2022/12/07 00:43:40 - mmengine - INFO - Epoch(train) [70][1200/5005] lr: 7.3230e-02 eta: 1 day, 0:45:58 time: 0.1363 data_time: 0.0019 memory: 4390 loss: 3.5683 2022/12/07 00:43:54 - mmengine - INFO - Epoch(train) [70][1300/5005] lr: 7.3216e-02 eta: 1 day, 0:45:45 time: 0.1362 data_time: 0.0019 memory: 4390 loss: 3.6350 2022/12/07 00:44:08 - mmengine - INFO - Epoch(train) [70][1400/5005] lr: 7.3202e-02 eta: 1 day, 0:45:31 time: 0.1376 data_time: 0.0019 memory: 4390 loss: 3.1983 2022/12/07 00:44:21 - mmengine - INFO - Epoch(train) [70][1500/5005] lr: 7.3188e-02 eta: 1 day, 0:45:18 time: 0.1367 data_time: 0.0020 memory: 4390 loss: 3.1695 2022/12/07 00:44:35 - mmengine - INFO - Epoch(train) [70][1600/5005] lr: 7.3174e-02 eta: 1 day, 0:45:04 time: 0.1363 data_time: 0.0018 memory: 4390 loss: 3.5844 2022/12/07 00:44:43 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:44:49 - mmengine - INFO - Epoch(train) [70][1700/5005] lr: 7.3161e-02 eta: 1 day, 0:44:51 time: 0.1381 data_time: 0.0027 memory: 4390 loss: 3.1912 2022/12/07 00:45:03 - mmengine - INFO - Epoch(train) [70][1800/5005] lr: 7.3147e-02 eta: 1 day, 0:44:38 time: 0.1371 data_time: 0.0020 memory: 4390 loss: 3.1875 2022/12/07 00:45:17 - mmengine - INFO - Epoch(train) [70][1900/5005] lr: 7.3133e-02 eta: 1 day, 0:44:24 time: 0.1367 data_time: 0.0019 memory: 4390 loss: 3.6741 2022/12/07 00:45:30 - mmengine - INFO - Epoch(train) [70][2000/5005] lr: 7.3119e-02 eta: 1 day, 0:44:11 time: 0.1366 data_time: 0.0019 memory: 4390 loss: 3.3913 2022/12/07 00:45:44 - mmengine - INFO - Epoch(train) [70][2100/5005] lr: 7.3105e-02 eta: 1 day, 0:43:58 time: 0.1367 data_time: 0.0018 memory: 4390 loss: 3.7314 2022/12/07 00:45:58 - mmengine - INFO - Epoch(train) [70][2200/5005] lr: 7.3091e-02 eta: 1 day, 0:43:44 time: 0.1382 data_time: 0.0019 memory: 4390 loss: 3.2161 2022/12/07 00:46:12 - mmengine - INFO - Epoch(train) [70][2300/5005] lr: 7.3077e-02 eta: 1 day, 0:43:31 time: 0.1365 data_time: 0.0019 memory: 4390 loss: 3.1006 2022/12/07 00:46:26 - mmengine - INFO - Epoch(train) [70][2400/5005] lr: 7.3063e-02 eta: 1 day, 0:43:18 time: 0.1371 data_time: 0.0020 memory: 4390 loss: 3.6491 2022/12/07 00:46:40 - mmengine - INFO - Epoch(train) [70][2500/5005] lr: 7.3049e-02 eta: 1 day, 0:43:04 time: 0.1361 data_time: 0.0018 memory: 4390 loss: 3.3855 2022/12/07 00:46:53 - mmengine - INFO - Epoch(train) [70][2600/5005] lr: 7.3035e-02 eta: 1 day, 0:42:51 time: 0.1368 data_time: 0.0018 memory: 4390 loss: 3.3408 2022/12/07 00:47:01 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:47:07 - mmengine - INFO - Epoch(train) [70][2700/5005] lr: 7.3021e-02 eta: 1 day, 0:42:37 time: 0.1366 data_time: 0.0018 memory: 4390 loss: 3.7506 2022/12/07 00:47:21 - mmengine - INFO - Epoch(train) [70][2800/5005] lr: 7.3007e-02 eta: 1 day, 0:42:24 time: 0.1363 data_time: 0.0020 memory: 4390 loss: 3.0091 2022/12/07 00:47:35 - mmengine - INFO - Epoch(train) [70][2900/5005] lr: 7.2993e-02 eta: 1 day, 0:42:11 time: 0.1370 data_time: 0.0014 memory: 4390 loss: 3.0641 2022/12/07 00:47:49 - mmengine - INFO - Epoch(train) [70][3000/5005] lr: 7.2980e-02 eta: 1 day, 0:41:57 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.4307 2022/12/07 00:48:03 - mmengine - INFO - Epoch(train) [70][3100/5005] lr: 7.2966e-02 eta: 1 day, 0:41:44 time: 0.1368 data_time: 0.0015 memory: 4390 loss: 3.7487 2022/12/07 00:48:16 - mmengine - INFO - Epoch(train) [70][3200/5005] lr: 7.2952e-02 eta: 1 day, 0:41:30 time: 0.1363 data_time: 0.0016 memory: 4390 loss: 3.3018 2022/12/07 00:48:30 - mmengine - INFO - Epoch(train) [70][3300/5005] lr: 7.2938e-02 eta: 1 day, 0:41:17 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.1568 2022/12/07 00:48:44 - mmengine - INFO - Epoch(train) [70][3400/5005] lr: 7.2924e-02 eta: 1 day, 0:41:04 time: 0.1377 data_time: 0.0014 memory: 4390 loss: 3.3499 2022/12/07 00:48:58 - mmengine - INFO - Epoch(train) [70][3500/5005] lr: 7.2910e-02 eta: 1 day, 0:40:50 time: 0.1361 data_time: 0.0015 memory: 4390 loss: 3.4658 2022/12/07 00:49:12 - mmengine - INFO - Epoch(train) [70][3600/5005] lr: 7.2896e-02 eta: 1 day, 0:40:37 time: 0.1387 data_time: 0.0020 memory: 4390 loss: 3.3124 2022/12/07 00:49:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:49:25 - mmengine - INFO - Epoch(train) [70][3700/5005] lr: 7.2882e-02 eta: 1 day, 0:40:23 time: 0.1368 data_time: 0.0016 memory: 4390 loss: 3.4949 2022/12/07 00:49:39 - mmengine - INFO - Epoch(train) [70][3800/5005] lr: 7.2868e-02 eta: 1 day, 0:40:10 time: 0.1447 data_time: 0.0015 memory: 4390 loss: 3.4079 2022/12/07 00:49:53 - mmengine - INFO - Epoch(train) [70][3900/5005] lr: 7.2854e-02 eta: 1 day, 0:39:57 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.6240 2022/12/07 00:50:07 - mmengine - INFO - Epoch(train) [70][4000/5005] lr: 7.2840e-02 eta: 1 day, 0:39:44 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.5530 2022/12/07 00:50:21 - mmengine - INFO - Epoch(train) [70][4100/5005] lr: 7.2826e-02 eta: 1 day, 0:39:30 time: 0.1374 data_time: 0.0014 memory: 4390 loss: 3.1968 2022/12/07 00:50:34 - mmengine - INFO - Epoch(train) [70][4200/5005] lr: 7.2812e-02 eta: 1 day, 0:39:17 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 3.1689 2022/12/07 00:50:48 - mmengine - INFO - Epoch(train) [70][4300/5005] lr: 7.2798e-02 eta: 1 day, 0:39:03 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 3.5297 2022/12/07 00:51:02 - mmengine - INFO - Epoch(train) [70][4400/5005] lr: 7.2784e-02 eta: 1 day, 0:38:50 time: 0.1366 data_time: 0.0014 memory: 4390 loss: 3.4233 2022/12/07 00:51:16 - mmengine - INFO - Epoch(train) [70][4500/5005] lr: 7.2770e-02 eta: 1 day, 0:38:36 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.8304 2022/12/07 00:51:29 - mmengine - INFO - Epoch(train) [70][4600/5005] lr: 7.2756e-02 eta: 1 day, 0:38:23 time: 0.1363 data_time: 0.0014 memory: 4390 loss: 3.4306 2022/12/07 00:51:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:51:43 - mmengine - INFO - Epoch(train) [70][4700/5005] lr: 7.2742e-02 eta: 1 day, 0:38:09 time: 0.1368 data_time: 0.0015 memory: 4390 loss: 3.1401 2022/12/07 00:51:57 - mmengine - INFO - Epoch(train) [70][4800/5005] lr: 7.2728e-02 eta: 1 day, 0:37:56 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.2427 2022/12/07 00:52:11 - mmengine - INFO - Epoch(train) [70][4900/5005] lr: 7.2714e-02 eta: 1 day, 0:37:42 time: 0.1362 data_time: 0.0015 memory: 4390 loss: 3.5043 2022/12/07 00:52:25 - mmengine - INFO - Epoch(train) [70][5000/5005] lr: 7.2700e-02 eta: 1 day, 0:37:29 time: 0.1375 data_time: 0.0019 memory: 4390 loss: 3.8019 2022/12/07 00:52:25 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:52:25 - mmengine - INFO - Saving checkpoint at 70 epochs 2022/12/07 00:52:36 - mmengine - INFO - Epoch(val) [70][100/196] eta: 0:00:08 time: 0.0828 data_time: 0.0459 memory: 4390 2022/12/07 00:52:55 - mmengine - INFO - Epoch(val) [70][196/196] accuracy/top1: 64.0460 accuracy/top5: 86.5620 2022/12/07 00:53:10 - mmengine - INFO - Epoch(train) [71][ 100/5005] lr: 7.2686e-02 eta: 1 day, 0:37:16 time: 0.1363 data_time: 0.0016 memory: 4391 loss: 3.4165 2022/12/07 00:53:23 - mmengine - INFO - Epoch(train) [71][ 200/5005] lr: 7.2672e-02 eta: 1 day, 0:37:03 time: 0.1363 data_time: 0.0018 memory: 4390 loss: 3.3472 2022/12/07 00:53:37 - mmengine - INFO - Epoch(train) [71][ 300/5005] lr: 7.2658e-02 eta: 1 day, 0:36:49 time: 0.1361 data_time: 0.0016 memory: 4390 loss: 3.6653 2022/12/07 00:53:51 - mmengine - INFO - Epoch(train) [71][ 400/5005] lr: 7.2644e-02 eta: 1 day, 0:36:36 time: 0.1381 data_time: 0.0016 memory: 4390 loss: 3.3746 2022/12/07 00:54:05 - mmengine - INFO - Epoch(train) [71][ 500/5005] lr: 7.2630e-02 eta: 1 day, 0:36:23 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.4738 2022/12/07 00:54:19 - mmengine - INFO - Epoch(train) [71][ 600/5005] lr: 7.2616e-02 eta: 1 day, 0:36:09 time: 0.1363 data_time: 0.0015 memory: 4390 loss: 3.5753 2022/12/07 00:54:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:54:33 - mmengine - INFO - Epoch(train) [71][ 700/5005] lr: 7.2602e-02 eta: 1 day, 0:35:56 time: 0.1366 data_time: 0.0015 memory: 4390 loss: 3.1278 2022/12/07 00:54:47 - mmengine - INFO - Epoch(train) [71][ 800/5005] lr: 7.2588e-02 eta: 1 day, 0:35:43 time: 0.1382 data_time: 0.0015 memory: 4390 loss: 2.8586 2022/12/07 00:55:00 - mmengine - INFO - Epoch(train) [71][ 900/5005] lr: 7.2574e-02 eta: 1 day, 0:35:29 time: 0.1391 data_time: 0.0015 memory: 4390 loss: 3.1253 2022/12/07 00:55:14 - mmengine - INFO - Epoch(train) [71][1000/5005] lr: 7.2560e-02 eta: 1 day, 0:35:16 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 3.5568 2022/12/07 00:55:28 - mmengine - INFO - Epoch(train) [71][1100/5005] lr: 7.2546e-02 eta: 1 day, 0:35:03 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.6715 2022/12/07 00:55:42 - mmengine - INFO - Epoch(train) [71][1200/5005] lr: 7.2532e-02 eta: 1 day, 0:34:49 time: 0.1371 data_time: 0.0014 memory: 4390 loss: 3.0729 2022/12/07 00:55:56 - mmengine - INFO - Epoch(train) [71][1300/5005] lr: 7.2518e-02 eta: 1 day, 0:34:36 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.0381 2022/12/07 00:56:10 - mmengine - INFO - Epoch(train) [71][1400/5005] lr: 7.2504e-02 eta: 1 day, 0:34:23 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.3253 2022/12/07 00:56:23 - mmengine - INFO - Epoch(train) [71][1500/5005] lr: 7.2490e-02 eta: 1 day, 0:34:09 time: 0.1388 data_time: 0.0015 memory: 4390 loss: 3.5651 2022/12/07 00:56:37 - mmengine - INFO - Epoch(train) [71][1600/5005] lr: 7.2476e-02 eta: 1 day, 0:33:56 time: 0.1360 data_time: 0.0016 memory: 4390 loss: 3.1932 2022/12/07 00:56:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:56:51 - mmengine - INFO - Epoch(train) [71][1700/5005] lr: 7.2462e-02 eta: 1 day, 0:33:42 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.3350 2022/12/07 00:57:05 - mmengine - INFO - Epoch(train) [71][1800/5005] lr: 7.2448e-02 eta: 1 day, 0:33:29 time: 0.1374 data_time: 0.0017 memory: 4390 loss: 3.3305 2022/12/07 00:57:19 - mmengine - INFO - Epoch(train) [71][1900/5005] lr: 7.2434e-02 eta: 1 day, 0:33:15 time: 0.1368 data_time: 0.0019 memory: 4390 loss: 3.3988 2022/12/07 00:57:32 - mmengine - INFO - Epoch(train) [71][2000/5005] lr: 7.2420e-02 eta: 1 day, 0:33:02 time: 0.1358 data_time: 0.0016 memory: 4390 loss: 3.3230 2022/12/07 00:57:46 - mmengine - INFO - Epoch(train) [71][2100/5005] lr: 7.2406e-02 eta: 1 day, 0:32:48 time: 0.1373 data_time: 0.0018 memory: 4390 loss: 3.3072 2022/12/07 00:58:00 - mmengine - INFO - Epoch(train) [71][2200/5005] lr: 7.2392e-02 eta: 1 day, 0:32:35 time: 0.1368 data_time: 0.0017 memory: 4390 loss: 3.3053 2022/12/07 00:58:14 - mmengine - INFO - Epoch(train) [71][2300/5005] lr: 7.2377e-02 eta: 1 day, 0:32:22 time: 0.1367 data_time: 0.0017 memory: 4390 loss: 3.4649 2022/12/07 00:58:28 - mmengine - INFO - Epoch(train) [71][2400/5005] lr: 7.2363e-02 eta: 1 day, 0:32:08 time: 0.1363 data_time: 0.0016 memory: 4390 loss: 3.1952 2022/12/07 00:58:41 - mmengine - INFO - Epoch(train) [71][2500/5005] lr: 7.2349e-02 eta: 1 day, 0:31:55 time: 0.1359 data_time: 0.0017 memory: 4390 loss: 3.5342 2022/12/07 00:58:55 - mmengine - INFO - Epoch(train) [71][2600/5005] lr: 7.2335e-02 eta: 1 day, 0:31:41 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.7402 2022/12/07 00:59:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 00:59:09 - mmengine - INFO - Epoch(train) [71][2700/5005] lr: 7.2321e-02 eta: 1 day, 0:31:28 time: 0.1367 data_time: 0.0018 memory: 4390 loss: 3.1343 2022/12/07 00:59:23 - mmengine - INFO - Epoch(train) [71][2800/5005] lr: 7.2307e-02 eta: 1 day, 0:31:14 time: 0.1369 data_time: 0.0019 memory: 4390 loss: 3.1399 2022/12/07 00:59:37 - mmengine - INFO - Epoch(train) [71][2900/5005] lr: 7.2293e-02 eta: 1 day, 0:31:01 time: 0.1369 data_time: 0.0017 memory: 4390 loss: 3.9380 2022/12/07 00:59:50 - mmengine - INFO - Epoch(train) [71][3000/5005] lr: 7.2279e-02 eta: 1 day, 0:30:47 time: 0.1366 data_time: 0.0016 memory: 4390 loss: 3.1291 2022/12/07 01:00:04 - mmengine - INFO - Epoch(train) [71][3100/5005] lr: 7.2265e-02 eta: 1 day, 0:30:34 time: 0.1366 data_time: 0.0016 memory: 4390 loss: 3.3558 2022/12/07 01:00:18 - mmengine - INFO - Epoch(train) [71][3200/5005] lr: 7.2251e-02 eta: 1 day, 0:30:20 time: 0.1362 data_time: 0.0018 memory: 4390 loss: 3.7299 2022/12/07 01:00:32 - mmengine - INFO - Epoch(train) [71][3300/5005] lr: 7.2237e-02 eta: 1 day, 0:30:07 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.1141 2022/12/07 01:00:46 - mmengine - INFO - Epoch(train) [71][3400/5005] lr: 7.2223e-02 eta: 1 day, 0:29:54 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.3334 2022/12/07 01:01:00 - mmengine - INFO - Epoch(train) [71][3500/5005] lr: 7.2209e-02 eta: 1 day, 0:29:41 time: 0.1368 data_time: 0.0017 memory: 4390 loss: 3.6717 2022/12/07 01:01:13 - mmengine - INFO - Epoch(train) [71][3600/5005] lr: 7.2195e-02 eta: 1 day, 0:29:27 time: 0.1366 data_time: 0.0015 memory: 4390 loss: 3.6943 2022/12/07 01:01:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:01:27 - mmengine - INFO - Epoch(train) [71][3700/5005] lr: 7.2181e-02 eta: 1 day, 0:29:13 time: 0.1360 data_time: 0.0017 memory: 4390 loss: 3.1460 2022/12/07 01:01:41 - mmengine - INFO - Epoch(train) [71][3800/5005] lr: 7.2167e-02 eta: 1 day, 0:29:00 time: 0.1364 data_time: 0.0016 memory: 4390 loss: 3.5690 2022/12/07 01:01:55 - mmengine - INFO - Epoch(train) [71][3900/5005] lr: 7.2153e-02 eta: 1 day, 0:28:47 time: 0.1366 data_time: 0.0017 memory: 4390 loss: 3.9999 2022/12/07 01:02:08 - mmengine - INFO - Epoch(train) [71][4000/5005] lr: 7.2139e-02 eta: 1 day, 0:28:33 time: 0.1367 data_time: 0.0016 memory: 4390 loss: 3.4346 2022/12/07 01:02:22 - mmengine - INFO - Epoch(train) [71][4100/5005] lr: 7.2125e-02 eta: 1 day, 0:28:19 time: 0.1363 data_time: 0.0018 memory: 4390 loss: 3.7390 2022/12/07 01:02:36 - mmengine - INFO - Epoch(train) [71][4200/5005] lr: 7.2110e-02 eta: 1 day, 0:28:06 time: 0.1371 data_time: 0.0019 memory: 4390 loss: 3.2067 2022/12/07 01:02:50 - mmengine - INFO - Epoch(train) [71][4300/5005] lr: 7.2096e-02 eta: 1 day, 0:27:52 time: 0.1365 data_time: 0.0018 memory: 4390 loss: 3.1728 2022/12/07 01:03:03 - mmengine - INFO - Epoch(train) [71][4400/5005] lr: 7.2082e-02 eta: 1 day, 0:27:39 time: 0.1365 data_time: 0.0018 memory: 4390 loss: 3.5861 2022/12/07 01:03:17 - mmengine - INFO - Epoch(train) [71][4500/5005] lr: 7.2068e-02 eta: 1 day, 0:27:26 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.7643 2022/12/07 01:03:31 - mmengine - INFO - Epoch(train) [71][4600/5005] lr: 7.2054e-02 eta: 1 day, 0:27:12 time: 0.1367 data_time: 0.0019 memory: 4390 loss: 3.2798 2022/12/07 01:03:38 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:03:45 - mmengine - INFO - Epoch(train) [71][4700/5005] lr: 7.2040e-02 eta: 1 day, 0:26:59 time: 0.1363 data_time: 0.0016 memory: 4390 loss: 3.4502 2022/12/07 01:03:59 - mmengine - INFO - Epoch(train) [71][4800/5005] lr: 7.2026e-02 eta: 1 day, 0:26:45 time: 0.1372 data_time: 0.0018 memory: 4390 loss: 3.1326 2022/12/07 01:04:12 - mmengine - INFO - Epoch(train) [71][4900/5005] lr: 7.2012e-02 eta: 1 day, 0:26:32 time: 0.1369 data_time: 0.0016 memory: 4390 loss: 3.3568 2022/12/07 01:04:26 - mmengine - INFO - Epoch(train) [71][5000/5005] lr: 7.1998e-02 eta: 1 day, 0:26:18 time: 0.1379 data_time: 0.0025 memory: 4390 loss: 3.6052 2022/12/07 01:04:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:04:27 - mmengine - INFO - Saving checkpoint at 71 epochs 2022/12/07 01:04:38 - mmengine - INFO - Epoch(val) [71][100/196] eta: 0:00:08 time: 0.0785 data_time: 0.0476 memory: 4390 2022/12/07 01:04:57 - mmengine - INFO - Epoch(val) [71][196/196] accuracy/top1: 65.1280 accuracy/top5: 87.0380 2022/12/07 01:05:12 - mmengine - INFO - Epoch(train) [72][ 100/5005] lr: 7.1983e-02 eta: 1 day, 0:26:05 time: 0.1377 data_time: 0.0015 memory: 4391 loss: 2.9851 2022/12/07 01:05:25 - mmengine - INFO - Epoch(train) [72][ 200/5005] lr: 7.1969e-02 eta: 1 day, 0:25:52 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.4326 2022/12/07 01:05:39 - mmengine - INFO - Epoch(train) [72][ 300/5005] lr: 7.1955e-02 eta: 1 day, 0:25:39 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.2879 2022/12/07 01:05:53 - mmengine - INFO - Epoch(train) [72][ 400/5005] lr: 7.1941e-02 eta: 1 day, 0:25:25 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.5813 2022/12/07 01:06:07 - mmengine - INFO - Epoch(train) [72][ 500/5005] lr: 7.1927e-02 eta: 1 day, 0:25:12 time: 0.1362 data_time: 0.0014 memory: 4390 loss: 3.2042 2022/12/07 01:06:20 - mmengine - INFO - Epoch(train) [72][ 600/5005] lr: 7.1913e-02 eta: 1 day, 0:24:58 time: 0.1363 data_time: 0.0014 memory: 4390 loss: 3.1692 2022/12/07 01:06:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:06:34 - mmengine - INFO - Epoch(train) [72][ 700/5005] lr: 7.1898e-02 eta: 1 day, 0:24:44 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.0299 2022/12/07 01:06:48 - mmengine - INFO - Epoch(train) [72][ 800/5005] lr: 7.1884e-02 eta: 1 day, 0:24:31 time: 0.1362 data_time: 0.0015 memory: 4390 loss: 3.3850 2022/12/07 01:07:02 - mmengine - INFO - Epoch(train) [72][ 900/5005] lr: 7.1870e-02 eta: 1 day, 0:24:17 time: 0.1359 data_time: 0.0015 memory: 4390 loss: 2.9539 2022/12/07 01:07:15 - mmengine - INFO - Epoch(train) [72][1000/5005] lr: 7.1856e-02 eta: 1 day, 0:24:04 time: 0.1377 data_time: 0.0014 memory: 4390 loss: 3.6572 2022/12/07 01:07:29 - mmengine - INFO - Epoch(train) [72][1100/5005] lr: 7.1842e-02 eta: 1 day, 0:23:51 time: 0.1377 data_time: 0.0014 memory: 4390 loss: 3.5293 2022/12/07 01:07:43 - mmengine - INFO - Epoch(train) [72][1200/5005] lr: 7.1828e-02 eta: 1 day, 0:23:37 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.2713 2022/12/07 01:07:57 - mmengine - INFO - Epoch(train) [72][1300/5005] lr: 7.1814e-02 eta: 1 day, 0:23:23 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.2554 2022/12/07 01:08:11 - mmengine - INFO - Epoch(train) [72][1400/5005] lr: 7.1800e-02 eta: 1 day, 0:23:10 time: 0.1360 data_time: 0.0014 memory: 4390 loss: 3.4940 2022/12/07 01:08:24 - mmengine - INFO - Epoch(train) [72][1500/5005] lr: 7.1785e-02 eta: 1 day, 0:22:56 time: 0.1380 data_time: 0.0015 memory: 4390 loss: 3.5658 2022/12/07 01:08:38 - mmengine - INFO - Epoch(train) [72][1600/5005] lr: 7.1771e-02 eta: 1 day, 0:22:43 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.4064 2022/12/07 01:08:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:08:52 - mmengine - INFO - Epoch(train) [72][1700/5005] lr: 7.1757e-02 eta: 1 day, 0:22:30 time: 0.1401 data_time: 0.0015 memory: 4390 loss: 3.2942 2022/12/07 01:09:06 - mmengine - INFO - Epoch(train) [72][1800/5005] lr: 7.1743e-02 eta: 1 day, 0:22:17 time: 0.1432 data_time: 0.0015 memory: 4390 loss: 3.7162 2022/12/07 01:09:20 - mmengine - INFO - Epoch(train) [72][1900/5005] lr: 7.1729e-02 eta: 1 day, 0:22:03 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.5459 2022/12/07 01:09:33 - mmengine - INFO - Epoch(train) [72][2000/5005] lr: 7.1715e-02 eta: 1 day, 0:21:50 time: 0.1386 data_time: 0.0015 memory: 4390 loss: 3.2873 2022/12/07 01:09:47 - mmengine - INFO - Epoch(train) [72][2100/5005] lr: 7.1701e-02 eta: 1 day, 0:21:37 time: 0.1464 data_time: 0.0017 memory: 4390 loss: 3.1343 2022/12/07 01:10:01 - mmengine - INFO - Epoch(train) [72][2200/5005] lr: 7.1687e-02 eta: 1 day, 0:21:23 time: 0.1367 data_time: 0.0017 memory: 4390 loss: 3.0445 2022/12/07 01:10:15 - mmengine - INFO - Epoch(train) [72][2300/5005] lr: 7.1672e-02 eta: 1 day, 0:21:10 time: 0.1363 data_time: 0.0017 memory: 4390 loss: 3.0784 2022/12/07 01:10:29 - mmengine - INFO - Epoch(train) [72][2400/5005] lr: 7.1658e-02 eta: 1 day, 0:20:56 time: 0.1377 data_time: 0.0017 memory: 4390 loss: 3.8961 2022/12/07 01:10:43 - mmengine - INFO - Epoch(train) [72][2500/5005] lr: 7.1644e-02 eta: 1 day, 0:20:43 time: 0.1365 data_time: 0.0018 memory: 4390 loss: 2.8965 2022/12/07 01:10:56 - mmengine - INFO - Epoch(train) [72][2600/5005] lr: 7.1630e-02 eta: 1 day, 0:20:29 time: 0.1363 data_time: 0.0015 memory: 4390 loss: 3.1631 2022/12/07 01:11:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:11:10 - mmengine - INFO - Epoch(train) [72][2700/5005] lr: 7.1616e-02 eta: 1 day, 0:20:16 time: 0.1363 data_time: 0.0016 memory: 4390 loss: 3.5367 2022/12/07 01:11:24 - mmengine - INFO - Epoch(train) [72][2800/5005] lr: 7.1602e-02 eta: 1 day, 0:20:02 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.2781 2022/12/07 01:11:38 - mmengine - INFO - Epoch(train) [72][2900/5005] lr: 7.1588e-02 eta: 1 day, 0:19:49 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.7243 2022/12/07 01:11:51 - mmengine - INFO - Epoch(train) [72][3000/5005] lr: 7.1573e-02 eta: 1 day, 0:19:35 time: 0.1367 data_time: 0.0018 memory: 4390 loss: 3.3142 2022/12/07 01:12:05 - mmengine - INFO - Epoch(train) [72][3100/5005] lr: 7.1559e-02 eta: 1 day, 0:19:22 time: 0.1364 data_time: 0.0015 memory: 4390 loss: 4.0164 2022/12/07 01:12:19 - mmengine - INFO - Epoch(train) [72][3200/5005] lr: 7.1545e-02 eta: 1 day, 0:19:09 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 2.9262 2022/12/07 01:12:33 - mmengine - INFO - Epoch(train) [72][3300/5005] lr: 7.1531e-02 eta: 1 day, 0:18:55 time: 0.1369 data_time: 0.0016 memory: 4390 loss: 3.2430 2022/12/07 01:12:47 - mmengine - INFO - Epoch(train) [72][3400/5005] lr: 7.1517e-02 eta: 1 day, 0:18:42 time: 0.1368 data_time: 0.0015 memory: 4390 loss: 3.8763 2022/12/07 01:13:00 - mmengine - INFO - Epoch(train) [72][3500/5005] lr: 7.1503e-02 eta: 1 day, 0:18:28 time: 0.1366 data_time: 0.0015 memory: 4390 loss: 3.4024 2022/12/07 01:13:14 - mmengine - INFO - Epoch(train) [72][3600/5005] lr: 7.1488e-02 eta: 1 day, 0:18:15 time: 0.1379 data_time: 0.0015 memory: 4390 loss: 3.3140 2022/12/07 01:13:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:13:28 - mmengine - INFO - Epoch(train) [72][3700/5005] lr: 7.1474e-02 eta: 1 day, 0:18:01 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.5294 2022/12/07 01:13:42 - mmengine - INFO - Epoch(train) [72][3800/5005] lr: 7.1460e-02 eta: 1 day, 0:17:48 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.7976 2022/12/07 01:13:56 - mmengine - INFO - Epoch(train) [72][3900/5005] lr: 7.1446e-02 eta: 1 day, 0:17:34 time: 0.1368 data_time: 0.0016 memory: 4390 loss: 3.6165 2022/12/07 01:14:09 - mmengine - INFO - Epoch(train) [72][4000/5005] lr: 7.1432e-02 eta: 1 day, 0:17:21 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.2820 2022/12/07 01:14:23 - mmengine - INFO - Epoch(train) [72][4100/5005] lr: 7.1418e-02 eta: 1 day, 0:17:08 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.6234 2022/12/07 01:14:37 - mmengine - INFO - Epoch(train) [72][4200/5005] lr: 7.1403e-02 eta: 1 day, 0:16:54 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 2.9585 2022/12/07 01:14:51 - mmengine - INFO - Epoch(train) [72][4300/5005] lr: 7.1389e-02 eta: 1 day, 0:16:41 time: 0.1502 data_time: 0.0015 memory: 4390 loss: 3.8092 2022/12/07 01:15:05 - mmengine - INFO - Epoch(train) [72][4400/5005] lr: 7.1375e-02 eta: 1 day, 0:16:27 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.5076 2022/12/07 01:15:18 - mmengine - INFO - Epoch(train) [72][4500/5005] lr: 7.1361e-02 eta: 1 day, 0:16:14 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.0995 2022/12/07 01:15:32 - mmengine - INFO - Epoch(train) [72][4600/5005] lr: 7.1347e-02 eta: 1 day, 0:16:01 time: 0.1379 data_time: 0.0015 memory: 4390 loss: 3.3021 2022/12/07 01:15:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:15:46 - mmengine - INFO - Epoch(train) [72][4700/5005] lr: 7.1332e-02 eta: 1 day, 0:15:47 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.4264 2022/12/07 01:16:00 - mmengine - INFO - Epoch(train) [72][4800/5005] lr: 7.1318e-02 eta: 1 day, 0:15:34 time: 0.1371 data_time: 0.0016 memory: 4390 loss: 3.3385 2022/12/07 01:16:14 - mmengine - INFO - Epoch(train) [72][4900/5005] lr: 7.1304e-02 eta: 1 day, 0:15:21 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.3240 2022/12/07 01:16:28 - mmengine - INFO - Epoch(train) [72][5000/5005] lr: 7.1290e-02 eta: 1 day, 0:15:07 time: 0.1380 data_time: 0.0028 memory: 4390 loss: 3.7382 2022/12/07 01:16:28 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:16:28 - mmengine - INFO - Saving checkpoint at 72 epochs 2022/12/07 01:16:39 - mmengine - INFO - Epoch(val) [72][100/196] eta: 0:00:08 time: 0.0838 data_time: 0.0502 memory: 4390 2022/12/07 01:16:58 - mmengine - INFO - Epoch(val) [72][196/196] accuracy/top1: 64.5780 accuracy/top5: 86.7220 2022/12/07 01:17:13 - mmengine - INFO - Epoch(train) [73][ 100/5005] lr: 7.1275e-02 eta: 1 day, 0:14:54 time: 0.1364 data_time: 0.0015 memory: 4391 loss: 3.9140 2022/12/07 01:17:27 - mmengine - INFO - Epoch(train) [73][ 200/5005] lr: 7.1261e-02 eta: 1 day, 0:14:41 time: 0.1369 data_time: 0.0016 memory: 4390 loss: 3.3309 2022/12/07 01:17:40 - mmengine - INFO - Epoch(train) [73][ 300/5005] lr: 7.1247e-02 eta: 1 day, 0:14:27 time: 0.1364 data_time: 0.0018 memory: 4390 loss: 3.2184 2022/12/07 01:17:54 - mmengine - INFO - Epoch(train) [73][ 400/5005] lr: 7.1232e-02 eta: 1 day, 0:14:14 time: 0.1399 data_time: 0.0015 memory: 4390 loss: 3.0818 2022/12/07 01:18:08 - mmengine - INFO - Epoch(train) [73][ 500/5005] lr: 7.1218e-02 eta: 1 day, 0:14:00 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.6800 2022/12/07 01:18:22 - mmengine - INFO - Epoch(train) [73][ 600/5005] lr: 7.1204e-02 eta: 1 day, 0:13:47 time: 0.1374 data_time: 0.0014 memory: 4390 loss: 3.0510 2022/12/07 01:18:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:18:36 - mmengine - INFO - Epoch(train) [73][ 700/5005] lr: 7.1190e-02 eta: 1 day, 0:13:33 time: 0.1366 data_time: 0.0014 memory: 4390 loss: 3.5749 2022/12/07 01:18:49 - mmengine - INFO - Epoch(train) [73][ 800/5005] lr: 7.1175e-02 eta: 1 day, 0:13:20 time: 0.1375 data_time: 0.0015 memory: 4390 loss: 3.7017 2022/12/07 01:19:03 - mmengine - INFO - Epoch(train) [73][ 900/5005] lr: 7.1161e-02 eta: 1 day, 0:13:07 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.4696 2022/12/07 01:19:17 - mmengine - INFO - Epoch(train) [73][1000/5005] lr: 7.1147e-02 eta: 1 day, 0:12:54 time: 0.1368 data_time: 0.0015 memory: 4390 loss: 3.3649 2022/12/07 01:19:31 - mmengine - INFO - Epoch(train) [73][1100/5005] lr: 7.1133e-02 eta: 1 day, 0:12:40 time: 0.1363 data_time: 0.0014 memory: 4390 loss: 3.5716 2022/12/07 01:19:45 - mmengine - INFO - Epoch(train) [73][1200/5005] lr: 7.1119e-02 eta: 1 day, 0:12:27 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.3006 2022/12/07 01:19:59 - mmengine - INFO - Epoch(train) [73][1300/5005] lr: 7.1104e-02 eta: 1 day, 0:12:13 time: 0.1370 data_time: 0.0014 memory: 4390 loss: 3.5116 2022/12/07 01:20:12 - mmengine - INFO - Epoch(train) [73][1400/5005] lr: 7.1090e-02 eta: 1 day, 0:12:00 time: 0.1368 data_time: 0.0015 memory: 4390 loss: 3.3808 2022/12/07 01:20:26 - mmengine - INFO - Epoch(train) [73][1500/5005] lr: 7.1076e-02 eta: 1 day, 0:11:46 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.9919 2022/12/07 01:20:40 - mmengine - INFO - Epoch(train) [73][1600/5005] lr: 7.1062e-02 eta: 1 day, 0:11:33 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.3345 2022/12/07 01:20:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:20:54 - mmengine - INFO - Epoch(train) [73][1700/5005] lr: 7.1047e-02 eta: 1 day, 0:11:19 time: 0.1362 data_time: 0.0015 memory: 4390 loss: 3.5146 2022/12/07 01:21:07 - mmengine - INFO - Epoch(train) [73][1800/5005] lr: 7.1033e-02 eta: 1 day, 0:11:06 time: 0.1379 data_time: 0.0016 memory: 4390 loss: 3.4695 2022/12/07 01:21:21 - mmengine - INFO - Epoch(train) [73][1900/5005] lr: 7.1019e-02 eta: 1 day, 0:10:52 time: 0.1365 data_time: 0.0016 memory: 4390 loss: 3.3528 2022/12/07 01:21:35 - mmengine - INFO - Epoch(train) [73][2000/5005] lr: 7.1005e-02 eta: 1 day, 0:10:39 time: 0.1368 data_time: 0.0016 memory: 4390 loss: 3.1902 2022/12/07 01:21:49 - mmengine - INFO - Epoch(train) [73][2100/5005] lr: 7.0990e-02 eta: 1 day, 0:10:26 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 3.8730 2022/12/07 01:22:03 - mmengine - INFO - Epoch(train) [73][2200/5005] lr: 7.0976e-02 eta: 1 day, 0:10:12 time: 0.1365 data_time: 0.0016 memory: 4390 loss: 3.5360 2022/12/07 01:22:17 - mmengine - INFO - Epoch(train) [73][2300/5005] lr: 7.0962e-02 eta: 1 day, 0:09:59 time: 0.1366 data_time: 0.0016 memory: 4390 loss: 3.2128 2022/12/07 01:22:30 - mmengine - INFO - Epoch(train) [73][2400/5005] lr: 7.0948e-02 eta: 1 day, 0:09:45 time: 0.1360 data_time: 0.0015 memory: 4390 loss: 3.0379 2022/12/07 01:22:44 - mmengine - INFO - Epoch(train) [73][2500/5005] lr: 7.0933e-02 eta: 1 day, 0:09:32 time: 0.1365 data_time: 0.0016 memory: 4390 loss: 3.9809 2022/12/07 01:22:58 - mmengine - INFO - Epoch(train) [73][2600/5005] lr: 7.0919e-02 eta: 1 day, 0:09:18 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 3.4238 2022/12/07 01:23:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:23:12 - mmengine - INFO - Epoch(train) [73][2700/5005] lr: 7.0905e-02 eta: 1 day, 0:09:05 time: 0.1360 data_time: 0.0016 memory: 4390 loss: 3.8398 2022/12/07 01:23:25 - mmengine - INFO - Epoch(train) [73][2800/5005] lr: 7.0891e-02 eta: 1 day, 0:08:51 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.1540 2022/12/07 01:23:39 - mmengine - INFO - Epoch(train) [73][2900/5005] lr: 7.0876e-02 eta: 1 day, 0:08:38 time: 0.1379 data_time: 0.0015 memory: 4390 loss: 3.2446 2022/12/07 01:23:53 - mmengine - INFO - Epoch(train) [73][3000/5005] lr: 7.0862e-02 eta: 1 day, 0:08:25 time: 0.1366 data_time: 0.0015 memory: 4390 loss: 3.3111 2022/12/07 01:24:07 - mmengine - INFO - Epoch(train) [73][3100/5005] lr: 7.0848e-02 eta: 1 day, 0:08:12 time: 0.1362 data_time: 0.0015 memory: 4390 loss: 3.0572 2022/12/07 01:24:21 - mmengine - INFO - Epoch(train) [73][3200/5005] lr: 7.0834e-02 eta: 1 day, 0:07:58 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.3603 2022/12/07 01:24:35 - mmengine - INFO - Epoch(train) [73][3300/5005] lr: 7.0819e-02 eta: 1 day, 0:07:45 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.5464 2022/12/07 01:24:48 - mmengine - INFO - Epoch(train) [73][3400/5005] lr: 7.0805e-02 eta: 1 day, 0:07:31 time: 0.1366 data_time: 0.0015 memory: 4390 loss: 3.2404 2022/12/07 01:25:02 - mmengine - INFO - Epoch(train) [73][3500/5005] lr: 7.0791e-02 eta: 1 day, 0:07:18 time: 0.1367 data_time: 0.0017 memory: 4390 loss: 3.0080 2022/12/07 01:25:16 - mmengine - INFO - Epoch(train) [73][3600/5005] lr: 7.0777e-02 eta: 1 day, 0:07:04 time: 0.1361 data_time: 0.0018 memory: 4390 loss: 3.5862 2022/12/07 01:25:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:25:30 - mmengine - INFO - Epoch(train) [73][3700/5005] lr: 7.0762e-02 eta: 1 day, 0:06:51 time: 0.1365 data_time: 0.0017 memory: 4390 loss: 3.1076 2022/12/07 01:25:44 - mmengine - INFO - Epoch(train) [73][3800/5005] lr: 7.0748e-02 eta: 1 day, 0:06:37 time: 0.1378 data_time: 0.0022 memory: 4390 loss: 3.2091 2022/12/07 01:25:58 - mmengine - INFO - Epoch(train) [73][3900/5005] lr: 7.0734e-02 eta: 1 day, 0:06:24 time: 0.1371 data_time: 0.0020 memory: 4390 loss: 3.4754 2022/12/07 01:26:11 - mmengine - INFO - Epoch(train) [73][4000/5005] lr: 7.0719e-02 eta: 1 day, 0:06:11 time: 0.1372 data_time: 0.0019 memory: 4390 loss: 3.1093 2022/12/07 01:26:25 - mmengine - INFO - Epoch(train) [73][4100/5005] lr: 7.0705e-02 eta: 1 day, 0:05:57 time: 0.1374 data_time: 0.0022 memory: 4390 loss: 3.7157 2022/12/07 01:26:39 - mmengine - INFO - Epoch(train) [73][4200/5005] lr: 7.0691e-02 eta: 1 day, 0:05:44 time: 0.1373 data_time: 0.0021 memory: 4390 loss: 3.1661 2022/12/07 01:26:53 - mmengine - INFO - Epoch(train) [73][4300/5005] lr: 7.0677e-02 eta: 1 day, 0:05:31 time: 0.1368 data_time: 0.0023 memory: 4390 loss: 3.9575 2022/12/07 01:27:07 - mmengine - INFO - Epoch(train) [73][4400/5005] lr: 7.0662e-02 eta: 1 day, 0:05:17 time: 0.1378 data_time: 0.0024 memory: 4390 loss: 3.2035 2022/12/07 01:27:21 - mmengine - INFO - Epoch(train) [73][4500/5005] lr: 7.0648e-02 eta: 1 day, 0:05:04 time: 0.1370 data_time: 0.0022 memory: 4390 loss: 4.1361 2022/12/07 01:27:35 - mmengine - INFO - Epoch(train) [73][4600/5005] lr: 7.0634e-02 eta: 1 day, 0:04:50 time: 0.1373 data_time: 0.0022 memory: 4390 loss: 3.3937 2022/12/07 01:27:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:27:48 - mmengine - INFO - Epoch(train) [73][4700/5005] lr: 7.0619e-02 eta: 1 day, 0:04:37 time: 0.1376 data_time: 0.0022 memory: 4390 loss: 3.2076 2022/12/07 01:28:02 - mmengine - INFO - Epoch(train) [73][4800/5005] lr: 7.0605e-02 eta: 1 day, 0:04:24 time: 0.1369 data_time: 0.0021 memory: 4390 loss: 3.2880 2022/12/07 01:28:16 - mmengine - INFO - Epoch(train) [73][4900/5005] lr: 7.0591e-02 eta: 1 day, 0:04:10 time: 0.1370 data_time: 0.0020 memory: 4390 loss: 4.0887 2022/12/07 01:28:30 - mmengine - INFO - Epoch(train) [73][5000/5005] lr: 7.0577e-02 eta: 1 day, 0:03:57 time: 0.1383 data_time: 0.0025 memory: 4390 loss: 3.5780 2022/12/07 01:28:31 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:28:31 - mmengine - INFO - Saving checkpoint at 73 epochs 2022/12/07 01:28:42 - mmengine - INFO - Epoch(val) [73][100/196] eta: 0:00:08 time: 0.0872 data_time: 0.0548 memory: 4390 2022/12/07 01:29:01 - mmengine - INFO - Epoch(val) [73][196/196] accuracy/top1: 64.7720 accuracy/top5: 87.0420 2022/12/07 01:29:16 - mmengine - INFO - Epoch(train) [74][ 100/5005] lr: 7.0562e-02 eta: 1 day, 0:03:44 time: 0.1389 data_time: 0.0021 memory: 4390 loss: 3.3988 2022/12/07 01:29:30 - mmengine - INFO - Epoch(train) [74][ 200/5005] lr: 7.0547e-02 eta: 1 day, 0:03:31 time: 0.1385 data_time: 0.0019 memory: 4390 loss: 3.5131 2022/12/07 01:29:44 - mmengine - INFO - Epoch(train) [74][ 300/5005] lr: 7.0533e-02 eta: 1 day, 0:03:18 time: 0.1386 data_time: 0.0015 memory: 4390 loss: 3.6913 2022/12/07 01:29:58 - mmengine - INFO - Epoch(train) [74][ 400/5005] lr: 7.0519e-02 eta: 1 day, 0:03:04 time: 0.1368 data_time: 0.0015 memory: 4390 loss: 3.4645 2022/12/07 01:30:12 - mmengine - INFO - Epoch(train) [74][ 500/5005] lr: 7.0504e-02 eta: 1 day, 0:02:51 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 3.5878 2022/12/07 01:30:25 - mmengine - INFO - Epoch(train) [74][ 600/5005] lr: 7.0490e-02 eta: 1 day, 0:02:37 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.1702 2022/12/07 01:30:30 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:30:39 - mmengine - INFO - Epoch(train) [74][ 700/5005] lr: 7.0476e-02 eta: 1 day, 0:02:24 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.2148 2022/12/07 01:30:53 - mmengine - INFO - Epoch(train) [74][ 800/5005] lr: 7.0461e-02 eta: 1 day, 0:02:10 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.9314 2022/12/07 01:31:07 - mmengine - INFO - Epoch(train) [74][ 900/5005] lr: 7.0447e-02 eta: 1 day, 0:01:57 time: 0.1368 data_time: 0.0015 memory: 4390 loss: 3.5648 2022/12/07 01:31:21 - mmengine - INFO - Epoch(train) [74][1000/5005] lr: 7.0433e-02 eta: 1 day, 0:01:44 time: 0.1381 data_time: 0.0015 memory: 4390 loss: 3.5634 2022/12/07 01:31:34 - mmengine - INFO - Epoch(train) [74][1100/5005] lr: 7.0418e-02 eta: 1 day, 0:01:30 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.2354 2022/12/07 01:31:48 - mmengine - INFO - Epoch(train) [74][1200/5005] lr: 7.0404e-02 eta: 1 day, 0:01:17 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.5949 2022/12/07 01:32:02 - mmengine - INFO - Epoch(train) [74][1300/5005] lr: 7.0390e-02 eta: 1 day, 0:01:04 time: 0.1430 data_time: 0.0015 memory: 4390 loss: 3.3273 2022/12/07 01:32:16 - mmengine - INFO - Epoch(train) [74][1400/5005] lr: 7.0375e-02 eta: 1 day, 0:00:50 time: 0.1367 data_time: 0.0016 memory: 4390 loss: 3.3699 2022/12/07 01:32:30 - mmengine - INFO - Epoch(train) [74][1500/5005] lr: 7.0361e-02 eta: 1 day, 0:00:37 time: 0.1389 data_time: 0.0017 memory: 4390 loss: 3.4612 2022/12/07 01:32:44 - mmengine - INFO - Epoch(train) [74][1600/5005] lr: 7.0347e-02 eta: 1 day, 0:00:23 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.7981 2022/12/07 01:32:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:32:57 - mmengine - INFO - Epoch(train) [74][1700/5005] lr: 7.0332e-02 eta: 1 day, 0:00:10 time: 0.1375 data_time: 0.0015 memory: 4390 loss: 3.3107 2022/12/07 01:33:11 - mmengine - INFO - Epoch(train) [74][1800/5005] lr: 7.0318e-02 eta: 23:59:57 time: 0.1378 data_time: 0.0016 memory: 4390 loss: 3.0684 2022/12/07 01:33:25 - mmengine - INFO - Epoch(train) [74][1900/5005] lr: 7.0304e-02 eta: 23:59:43 time: 0.1378 data_time: 0.0014 memory: 4390 loss: 3.4182 2022/12/07 01:33:39 - mmengine - INFO - Epoch(train) [74][2000/5005] lr: 7.0289e-02 eta: 23:59:30 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.6077 2022/12/07 01:33:53 - mmengine - INFO - Epoch(train) [74][2100/5005] lr: 7.0275e-02 eta: 23:59:17 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.7797 2022/12/07 01:34:07 - mmengine - INFO - Epoch(train) [74][2200/5005] lr: 7.0261e-02 eta: 23:59:03 time: 0.1380 data_time: 0.0014 memory: 4390 loss: 3.6262 2022/12/07 01:34:20 - mmengine - INFO - Epoch(train) [74][2300/5005] lr: 7.0246e-02 eta: 23:58:50 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.5031 2022/12/07 01:34:34 - mmengine - INFO - Epoch(train) [74][2400/5005] lr: 7.0232e-02 eta: 23:58:36 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.0067 2022/12/07 01:34:48 - mmengine - INFO - Epoch(train) [74][2500/5005] lr: 7.0218e-02 eta: 23:58:23 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.5561 2022/12/07 01:35:02 - mmengine - INFO - Epoch(train) [74][2600/5005] lr: 7.0203e-02 eta: 23:58:09 time: 0.1374 data_time: 0.0014 memory: 4390 loss: 3.1091 2022/12/07 01:35:07 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:35:16 - mmengine - INFO - Epoch(train) [74][2700/5005] lr: 7.0189e-02 eta: 23:57:56 time: 0.1364 data_time: 0.0015 memory: 4390 loss: 3.4799 2022/12/07 01:35:29 - mmengine - INFO - Epoch(train) [74][2800/5005] lr: 7.0175e-02 eta: 23:57:42 time: 0.1382 data_time: 0.0015 memory: 4390 loss: 3.3740 2022/12/07 01:35:43 - mmengine - INFO - Epoch(train) [74][2900/5005] lr: 7.0160e-02 eta: 23:57:29 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 3.9058 2022/12/07 01:35:57 - mmengine - INFO - Epoch(train) [74][3000/5005] lr: 7.0146e-02 eta: 23:57:15 time: 0.1366 data_time: 0.0014 memory: 4390 loss: 3.1728 2022/12/07 01:36:11 - mmengine - INFO - Epoch(train) [74][3100/5005] lr: 7.0132e-02 eta: 23:57:02 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.3213 2022/12/07 01:36:25 - mmengine - INFO - Epoch(train) [74][3200/5005] lr: 7.0117e-02 eta: 23:56:49 time: 0.1374 data_time: 0.0014 memory: 4390 loss: 3.7660 2022/12/07 01:36:39 - mmengine - INFO - Epoch(train) [74][3300/5005] lr: 7.0103e-02 eta: 23:56:36 time: 0.1366 data_time: 0.0015 memory: 4390 loss: 3.7853 2022/12/07 01:36:52 - mmengine - INFO - Epoch(train) [74][3400/5005] lr: 7.0088e-02 eta: 23:56:22 time: 0.1387 data_time: 0.0016 memory: 4390 loss: 3.3899 2022/12/07 01:37:06 - mmengine - INFO - Epoch(train) [74][3500/5005] lr: 7.0074e-02 eta: 23:56:09 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.2762 2022/12/07 01:37:20 - mmengine - INFO - Epoch(train) [74][3600/5005] lr: 7.0060e-02 eta: 23:55:55 time: 0.1363 data_time: 0.0015 memory: 4390 loss: 3.8406 2022/12/07 01:37:25 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:37:34 - mmengine - INFO - Epoch(train) [74][3700/5005] lr: 7.0045e-02 eta: 23:55:42 time: 0.1380 data_time: 0.0016 memory: 4390 loss: 3.6817 2022/12/07 01:37:48 - mmengine - INFO - Epoch(train) [74][3800/5005] lr: 7.0031e-02 eta: 23:55:29 time: 0.1382 data_time: 0.0016 memory: 4390 loss: 3.0374 2022/12/07 01:38:02 - mmengine - INFO - Epoch(train) [74][3900/5005] lr: 7.0017e-02 eta: 23:55:15 time: 0.1375 data_time: 0.0015 memory: 4390 loss: 3.3156 2022/12/07 01:38:15 - mmengine - INFO - Epoch(train) [74][4000/5005] lr: 7.0002e-02 eta: 23:55:02 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.2698 2022/12/07 01:38:29 - mmengine - INFO - Epoch(train) [74][4100/5005] lr: 6.9988e-02 eta: 23:54:48 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.2498 2022/12/07 01:38:43 - mmengine - INFO - Epoch(train) [74][4200/5005] lr: 6.9973e-02 eta: 23:54:35 time: 0.1368 data_time: 0.0015 memory: 4390 loss: 3.4910 2022/12/07 01:38:57 - mmengine - INFO - Epoch(train) [74][4300/5005] lr: 6.9959e-02 eta: 23:54:22 time: 0.1396 data_time: 0.0017 memory: 4390 loss: 3.3106 2022/12/07 01:39:11 - mmengine - INFO - Epoch(train) [74][4400/5005] lr: 6.9945e-02 eta: 23:54:08 time: 0.1374 data_time: 0.0019 memory: 4390 loss: 3.2180 2022/12/07 01:39:24 - mmengine - INFO - Epoch(train) [74][4500/5005] lr: 6.9930e-02 eta: 23:53:55 time: 0.1370 data_time: 0.0020 memory: 4390 loss: 3.3834 2022/12/07 01:39:38 - mmengine - INFO - Epoch(train) [74][4600/5005] lr: 6.9916e-02 eta: 23:53:41 time: 0.1369 data_time: 0.0019 memory: 4390 loss: 3.3942 2022/12/07 01:39:43 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:39:52 - mmengine - INFO - Epoch(train) [74][4700/5005] lr: 6.9901e-02 eta: 23:53:28 time: 0.1476 data_time: 0.0020 memory: 4390 loss: 3.6150 2022/12/07 01:40:06 - mmengine - INFO - Epoch(train) [74][4800/5005] lr: 6.9887e-02 eta: 23:53:14 time: 0.1370 data_time: 0.0021 memory: 4390 loss: 3.6402 2022/12/07 01:40:20 - mmengine - INFO - Epoch(train) [74][4900/5005] lr: 6.9873e-02 eta: 23:53:01 time: 0.1368 data_time: 0.0019 memory: 4390 loss: 3.2198 2022/12/07 01:40:33 - mmengine - INFO - Epoch(train) [74][5000/5005] lr: 6.9858e-02 eta: 23:52:47 time: 0.1384 data_time: 0.0028 memory: 4390 loss: 3.3723 2022/12/07 01:40:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:40:34 - mmengine - INFO - Saving checkpoint at 74 epochs 2022/12/07 01:40:45 - mmengine - INFO - Epoch(val) [74][100/196] eta: 0:00:08 time: 0.0830 data_time: 0.0526 memory: 4390 2022/12/07 01:41:04 - mmengine - INFO - Epoch(val) [74][196/196] accuracy/top1: 65.3600 accuracy/top5: 87.2160 2022/12/07 01:41:19 - mmengine - INFO - Epoch(train) [75][ 100/5005] lr: 6.9843e-02 eta: 23:52:34 time: 0.1380 data_time: 0.0014 memory: 4390 loss: 3.3148 2022/12/07 01:41:32 - mmengine - INFO - Epoch(train) [75][ 200/5005] lr: 6.9829e-02 eta: 23:52:21 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.3051 2022/12/07 01:41:46 - mmengine - INFO - Epoch(train) [75][ 300/5005] lr: 6.9814e-02 eta: 23:52:08 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 3.4129 2022/12/07 01:42:00 - mmengine - INFO - Epoch(train) [75][ 400/5005] lr: 6.9800e-02 eta: 23:51:54 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.5519 2022/12/07 01:42:14 - mmengine - INFO - Epoch(train) [75][ 500/5005] lr: 6.9786e-02 eta: 23:51:41 time: 0.1371 data_time: 0.0013 memory: 4390 loss: 3.7273 2022/12/07 01:42:28 - mmengine - INFO - Epoch(train) [75][ 600/5005] lr: 6.9771e-02 eta: 23:51:27 time: 0.1381 data_time: 0.0015 memory: 4390 loss: 3.1503 2022/12/07 01:42:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:42:41 - mmengine - INFO - Epoch(train) [75][ 700/5005] lr: 6.9757e-02 eta: 23:51:14 time: 0.1366 data_time: 0.0014 memory: 4390 loss: 3.5447 2022/12/07 01:42:55 - mmengine - INFO - Epoch(train) [75][ 800/5005] lr: 6.9742e-02 eta: 23:51:00 time: 0.1371 data_time: 0.0014 memory: 4390 loss: 3.5115 2022/12/07 01:43:09 - mmengine - INFO - Epoch(train) [75][ 900/5005] lr: 6.9728e-02 eta: 23:50:47 time: 0.1382 data_time: 0.0015 memory: 4390 loss: 3.4608 2022/12/07 01:43:23 - mmengine - INFO - Epoch(train) [75][1000/5005] lr: 6.9713e-02 eta: 23:50:34 time: 0.1363 data_time: 0.0014 memory: 4390 loss: 3.1871 2022/12/07 01:43:37 - mmengine - INFO - Epoch(train) [75][1100/5005] lr: 6.9699e-02 eta: 23:50:20 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.2501 2022/12/07 01:43:51 - mmengine - INFO - Epoch(train) [75][1200/5005] lr: 6.9685e-02 eta: 23:50:07 time: 0.1366 data_time: 0.0014 memory: 4390 loss: 3.4351 2022/12/07 01:44:05 - mmengine - INFO - Epoch(train) [75][1300/5005] lr: 6.9670e-02 eta: 23:49:54 time: 0.1375 data_time: 0.0015 memory: 4390 loss: 2.9540 2022/12/07 01:44:18 - mmengine - INFO - Epoch(train) [75][1400/5005] lr: 6.9656e-02 eta: 23:49:40 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.3092 2022/12/07 01:44:32 - mmengine - INFO - Epoch(train) [75][1500/5005] lr: 6.9641e-02 eta: 23:49:27 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 3.0947 2022/12/07 01:44:46 - mmengine - INFO - Epoch(train) [75][1600/5005] lr: 6.9627e-02 eta: 23:49:13 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 3.4601 2022/12/07 01:44:50 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:45:00 - mmengine - INFO - Epoch(train) [75][1700/5005] lr: 6.9612e-02 eta: 23:49:00 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.1284 2022/12/07 01:45:13 - mmengine - INFO - Epoch(train) [75][1800/5005] lr: 6.9598e-02 eta: 23:48:46 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.0653 2022/12/07 01:45:27 - mmengine - INFO - Epoch(train) [75][1900/5005] lr: 6.9584e-02 eta: 23:48:33 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.1944 2022/12/07 01:45:41 - mmengine - INFO - Epoch(train) [75][2000/5005] lr: 6.9569e-02 eta: 23:48:19 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.5736 2022/12/07 01:45:55 - mmengine - INFO - Epoch(train) [75][2100/5005] lr: 6.9555e-02 eta: 23:48:06 time: 0.1366 data_time: 0.0015 memory: 4390 loss: 2.8821 2022/12/07 01:46:09 - mmengine - INFO - Epoch(train) [75][2200/5005] lr: 6.9540e-02 eta: 23:47:52 time: 0.1364 data_time: 0.0015 memory: 4390 loss: 3.6128 2022/12/07 01:46:22 - mmengine - INFO - Epoch(train) [75][2300/5005] lr: 6.9526e-02 eta: 23:47:39 time: 0.1386 data_time: 0.0016 memory: 4390 loss: 4.1780 2022/12/07 01:46:36 - mmengine - INFO - Epoch(train) [75][2400/5005] lr: 6.9511e-02 eta: 23:47:26 time: 0.1366 data_time: 0.0014 memory: 4390 loss: 3.0942 2022/12/07 01:46:50 - mmengine - INFO - Epoch(train) [75][2500/5005] lr: 6.9497e-02 eta: 23:47:12 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.2525 2022/12/07 01:47:04 - mmengine - INFO - Epoch(train) [75][2600/5005] lr: 6.9482e-02 eta: 23:46:59 time: 0.1481 data_time: 0.0015 memory: 4390 loss: 3.3211 2022/12/07 01:47:08 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:47:18 - mmengine - INFO - Epoch(train) [75][2700/5005] lr: 6.9468e-02 eta: 23:46:45 time: 0.1380 data_time: 0.0015 memory: 4390 loss: 3.2215 2022/12/07 01:47:32 - mmengine - INFO - Epoch(train) [75][2800/5005] lr: 6.9454e-02 eta: 23:46:32 time: 0.1473 data_time: 0.0016 memory: 4390 loss: 3.8945 2022/12/07 01:47:46 - mmengine - INFO - Epoch(train) [75][2900/5005] lr: 6.9439e-02 eta: 23:46:19 time: 0.1376 data_time: 0.0017 memory: 4390 loss: 3.3920 2022/12/07 01:47:59 - mmengine - INFO - Epoch(train) [75][3000/5005] lr: 6.9425e-02 eta: 23:46:06 time: 0.1390 data_time: 0.0014 memory: 4390 loss: 3.6357 2022/12/07 01:48:13 - mmengine - INFO - Epoch(train) [75][3100/5005] lr: 6.9410e-02 eta: 23:45:52 time: 0.1381 data_time: 0.0015 memory: 4390 loss: 3.5231 2022/12/07 01:48:27 - mmengine - INFO - Epoch(train) [75][3200/5005] lr: 6.9396e-02 eta: 23:45:39 time: 0.1380 data_time: 0.0015 memory: 4390 loss: 3.2374 2022/12/07 01:48:41 - mmengine - INFO - Epoch(train) [75][3300/5005] lr: 6.9381e-02 eta: 23:45:26 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.9259 2022/12/07 01:48:55 - mmengine - INFO - Epoch(train) [75][3400/5005] lr: 6.9367e-02 eta: 23:45:12 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.5695 2022/12/07 01:49:09 - mmengine - INFO - Epoch(train) [75][3500/5005] lr: 6.9352e-02 eta: 23:44:59 time: 0.1366 data_time: 0.0017 memory: 4390 loss: 3.5426 2022/12/07 01:49:23 - mmengine - INFO - Epoch(train) [75][3600/5005] lr: 6.9338e-02 eta: 23:44:45 time: 0.1370 data_time: 0.0017 memory: 4390 loss: 3.3566 2022/12/07 01:49:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:49:36 - mmengine - INFO - Epoch(train) [75][3700/5005] lr: 6.9323e-02 eta: 23:44:32 time: 0.1368 data_time: 0.0019 memory: 4390 loss: 2.9864 2022/12/07 01:49:50 - mmengine - INFO - Epoch(train) [75][3800/5005] lr: 6.9309e-02 eta: 23:44:18 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.6565 2022/12/07 01:50:04 - mmengine - INFO - Epoch(train) [75][3900/5005] lr: 6.9294e-02 eta: 23:44:05 time: 0.1366 data_time: 0.0015 memory: 4390 loss: 3.2864 2022/12/07 01:50:18 - mmengine - INFO - Epoch(train) [75][4000/5005] lr: 6.9280e-02 eta: 23:43:51 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.2578 2022/12/07 01:50:32 - mmengine - INFO - Epoch(train) [75][4100/5005] lr: 6.9265e-02 eta: 23:43:38 time: 0.1375 data_time: 0.0015 memory: 4390 loss: 3.3812 2022/12/07 01:50:46 - mmengine - INFO - Epoch(train) [75][4200/5005] lr: 6.9251e-02 eta: 23:43:25 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.4234 2022/12/07 01:50:59 - mmengine - INFO - Epoch(train) [75][4300/5005] lr: 6.9236e-02 eta: 23:43:12 time: 0.1375 data_time: 0.0015 memory: 4390 loss: 3.1731 2022/12/07 01:51:13 - mmengine - INFO - Epoch(train) [75][4400/5005] lr: 6.9222e-02 eta: 23:42:58 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 4.0215 2022/12/07 01:51:27 - mmengine - INFO - Epoch(train) [75][4500/5005] lr: 6.9208e-02 eta: 23:42:45 time: 0.1374 data_time: 0.0014 memory: 4390 loss: 3.3966 2022/12/07 01:51:41 - mmengine - INFO - Epoch(train) [75][4600/5005] lr: 6.9193e-02 eta: 23:42:31 time: 0.1368 data_time: 0.0015 memory: 4390 loss: 3.9708 2022/12/07 01:51:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:51:55 - mmengine - INFO - Epoch(train) [75][4700/5005] lr: 6.9179e-02 eta: 23:42:18 time: 0.1366 data_time: 0.0016 memory: 4390 loss: 3.3543 2022/12/07 01:52:09 - mmengine - INFO - Epoch(train) [75][4800/5005] lr: 6.9164e-02 eta: 23:42:04 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.3907 2022/12/07 01:52:22 - mmengine - INFO - Epoch(train) [75][4900/5005] lr: 6.9150e-02 eta: 23:41:51 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.1206 2022/12/07 01:52:36 - mmengine - INFO - Epoch(train) [75][5000/5005] lr: 6.9135e-02 eta: 23:41:38 time: 0.1376 data_time: 0.0019 memory: 4390 loss: 3.6990 2022/12/07 01:52:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:52:37 - mmengine - INFO - Saving checkpoint at 75 epochs 2022/12/07 01:52:47 - mmengine - INFO - Epoch(val) [75][100/196] eta: 0:00:08 time: 0.0881 data_time: 0.0563 memory: 4390 2022/12/07 01:53:07 - mmengine - INFO - Epoch(val) [75][196/196] accuracy/top1: 63.8680 accuracy/top5: 86.1140 2022/12/07 01:53:21 - mmengine - INFO - Epoch(train) [76][ 100/5005] lr: 6.9120e-02 eta: 23:41:25 time: 0.1368 data_time: 0.0016 memory: 4390 loss: 3.1357 2022/12/07 01:53:35 - mmengine - INFO - Epoch(train) [76][ 200/5005] lr: 6.9105e-02 eta: 23:41:11 time: 0.1406 data_time: 0.0015 memory: 4390 loss: 3.7684 2022/12/07 01:53:49 - mmengine - INFO - Epoch(train) [76][ 300/5005] lr: 6.9091e-02 eta: 23:40:58 time: 0.1361 data_time: 0.0015 memory: 4390 loss: 3.2168 2022/12/07 01:54:03 - mmengine - INFO - Epoch(train) [76][ 400/5005] lr: 6.9076e-02 eta: 23:40:44 time: 0.1361 data_time: 0.0015 memory: 4390 loss: 3.3751 2022/12/07 01:54:17 - mmengine - INFO - Epoch(train) [76][ 500/5005] lr: 6.9062e-02 eta: 23:40:30 time: 0.1361 data_time: 0.0015 memory: 4390 loss: 3.2923 2022/12/07 01:54:30 - mmengine - INFO - Epoch(train) [76][ 600/5005] lr: 6.9047e-02 eta: 23:40:17 time: 0.1362 data_time: 0.0015 memory: 4390 loss: 3.4308 2022/12/07 01:54:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:54:44 - mmengine - INFO - Epoch(train) [76][ 700/5005] lr: 6.9033e-02 eta: 23:40:03 time: 0.1363 data_time: 0.0016 memory: 4390 loss: 3.6291 2022/12/07 01:54:58 - mmengine - INFO - Epoch(train) [76][ 800/5005] lr: 6.9018e-02 eta: 23:39:50 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.4132 2022/12/07 01:55:12 - mmengine - INFO - Epoch(train) [76][ 900/5005] lr: 6.9004e-02 eta: 23:39:37 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.1194 2022/12/07 01:55:26 - mmengine - INFO - Epoch(train) [76][1000/5005] lr: 6.8989e-02 eta: 23:39:23 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 2.7589 2022/12/07 01:55:39 - mmengine - INFO - Epoch(train) [76][1100/5005] lr: 6.8975e-02 eta: 23:39:10 time: 0.1366 data_time: 0.0016 memory: 4390 loss: 3.0289 2022/12/07 01:55:53 - mmengine - INFO - Epoch(train) [76][1200/5005] lr: 6.8960e-02 eta: 23:38:56 time: 0.1389 data_time: 0.0016 memory: 4390 loss: 3.3669 2022/12/07 01:56:07 - mmengine - INFO - Epoch(train) [76][1300/5005] lr: 6.8946e-02 eta: 23:38:43 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 3.2230 2022/12/07 01:56:21 - mmengine - INFO - Epoch(train) [76][1400/5005] lr: 6.8931e-02 eta: 23:38:30 time: 0.1380 data_time: 0.0016 memory: 4390 loss: 3.3246 2022/12/07 01:56:35 - mmengine - INFO - Epoch(train) [76][1500/5005] lr: 6.8917e-02 eta: 23:38:16 time: 0.1371 data_time: 0.0018 memory: 4390 loss: 3.5028 2022/12/07 01:56:49 - mmengine - INFO - Epoch(train) [76][1600/5005] lr: 6.8902e-02 eta: 23:38:03 time: 0.1477 data_time: 0.0016 memory: 4390 loss: 3.0231 2022/12/07 01:56:52 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:57:03 - mmengine - INFO - Epoch(train) [76][1700/5005] lr: 6.8888e-02 eta: 23:37:50 time: 0.1381 data_time: 0.0016 memory: 4390 loss: 3.6243 2022/12/07 01:57:16 - mmengine - INFO - Epoch(train) [76][1800/5005] lr: 6.8873e-02 eta: 23:37:36 time: 0.1385 data_time: 0.0016 memory: 4390 loss: 3.4763 2022/12/07 01:57:30 - mmengine - INFO - Epoch(train) [76][1900/5005] lr: 6.8859e-02 eta: 23:37:23 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.4159 2022/12/07 01:57:44 - mmengine - INFO - Epoch(train) [76][2000/5005] lr: 6.8844e-02 eta: 23:37:10 time: 0.1368 data_time: 0.0015 memory: 4390 loss: 3.0658 2022/12/07 01:57:58 - mmengine - INFO - Epoch(train) [76][2100/5005] lr: 6.8829e-02 eta: 23:36:56 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.1901 2022/12/07 01:58:12 - mmengine - INFO - Epoch(train) [76][2200/5005] lr: 6.8815e-02 eta: 23:36:43 time: 0.1385 data_time: 0.0017 memory: 4390 loss: 3.5279 2022/12/07 01:58:26 - mmengine - INFO - Epoch(train) [76][2300/5005] lr: 6.8800e-02 eta: 23:36:30 time: 0.1378 data_time: 0.0016 memory: 4390 loss: 3.7622 2022/12/07 01:58:40 - mmengine - INFO - Epoch(train) [76][2400/5005] lr: 6.8786e-02 eta: 23:36:16 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.5012 2022/12/07 01:58:53 - mmengine - INFO - Epoch(train) [76][2500/5005] lr: 6.8771e-02 eta: 23:36:03 time: 0.1385 data_time: 0.0015 memory: 4390 loss: 3.9042 2022/12/07 01:59:07 - mmengine - INFO - Epoch(train) [76][2600/5005] lr: 6.8757e-02 eta: 23:35:49 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.1859 2022/12/07 01:59:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 01:59:21 - mmengine - INFO - Epoch(train) [76][2700/5005] lr: 6.8742e-02 eta: 23:35:36 time: 0.1368 data_time: 0.0016 memory: 4390 loss: 3.3034 2022/12/07 01:59:35 - mmengine - INFO - Epoch(train) [76][2800/5005] lr: 6.8728e-02 eta: 23:35:22 time: 0.1371 data_time: 0.0014 memory: 4390 loss: 3.2891 2022/12/07 01:59:49 - mmengine - INFO - Epoch(train) [76][2900/5005] lr: 6.8713e-02 eta: 23:35:09 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.7014 2022/12/07 02:00:02 - mmengine - INFO - Epoch(train) [76][3000/5005] lr: 6.8699e-02 eta: 23:34:55 time: 0.1402 data_time: 0.0015 memory: 4390 loss: 3.0458 2022/12/07 02:00:16 - mmengine - INFO - Epoch(train) [76][3100/5005] lr: 6.8684e-02 eta: 23:34:42 time: 0.1371 data_time: 0.0016 memory: 4390 loss: 3.3776 2022/12/07 02:00:30 - mmengine - INFO - Epoch(train) [76][3200/5005] lr: 6.8669e-02 eta: 23:34:29 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.2646 2022/12/07 02:00:44 - mmengine - INFO - Epoch(train) [76][3300/5005] lr: 6.8655e-02 eta: 23:34:15 time: 0.1375 data_time: 0.0015 memory: 4390 loss: 3.1701 2022/12/07 02:00:58 - mmengine - INFO - Epoch(train) [76][3400/5005] lr: 6.8640e-02 eta: 23:34:02 time: 0.1372 data_time: 0.0017 memory: 4390 loss: 3.3155 2022/12/07 02:01:12 - mmengine - INFO - Epoch(train) [76][3500/5005] lr: 6.8626e-02 eta: 23:33:48 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.2364 2022/12/07 02:01:25 - mmengine - INFO - Epoch(train) [76][3600/5005] lr: 6.8611e-02 eta: 23:33:35 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.4738 2022/12/07 02:01:29 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:01:39 - mmengine - INFO - Epoch(train) [76][3700/5005] lr: 6.8597e-02 eta: 23:33:22 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.4825 2022/12/07 02:01:53 - mmengine - INFO - Epoch(train) [76][3800/5005] lr: 6.8582e-02 eta: 23:33:08 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.0758 2022/12/07 02:02:07 - mmengine - INFO - Epoch(train) [76][3900/5005] lr: 6.8567e-02 eta: 23:32:55 time: 0.1382 data_time: 0.0015 memory: 4390 loss: 3.2259 2022/12/07 02:02:21 - mmengine - INFO - Epoch(train) [76][4000/5005] lr: 6.8553e-02 eta: 23:32:41 time: 0.1380 data_time: 0.0016 memory: 4390 loss: 3.7881 2022/12/07 02:02:35 - mmengine - INFO - Epoch(train) [76][4100/5005] lr: 6.8538e-02 eta: 23:32:28 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.8020 2022/12/07 02:02:48 - mmengine - INFO - Epoch(train) [76][4200/5005] lr: 6.8524e-02 eta: 23:32:14 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.4285 2022/12/07 02:03:02 - mmengine - INFO - Epoch(train) [76][4300/5005] lr: 6.8509e-02 eta: 23:32:01 time: 0.1382 data_time: 0.0015 memory: 4390 loss: 3.2987 2022/12/07 02:03:16 - mmengine - INFO - Epoch(train) [76][4400/5005] lr: 6.8495e-02 eta: 23:31:48 time: 0.1375 data_time: 0.0014 memory: 4390 loss: 3.6046 2022/12/07 02:03:30 - mmengine - INFO - Epoch(train) [76][4500/5005] lr: 6.8480e-02 eta: 23:31:34 time: 0.1362 data_time: 0.0015 memory: 4390 loss: 3.1033 2022/12/07 02:03:44 - mmengine - INFO - Epoch(train) [76][4600/5005] lr: 6.8465e-02 eta: 23:31:21 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.7573 2022/12/07 02:03:47 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:03:58 - mmengine - INFO - Epoch(train) [76][4700/5005] lr: 6.8451e-02 eta: 23:31:07 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.5073 2022/12/07 02:04:11 - mmengine - INFO - Epoch(train) [76][4800/5005] lr: 6.8436e-02 eta: 23:30:54 time: 0.1379 data_time: 0.0014 memory: 4390 loss: 3.2053 2022/12/07 02:04:25 - mmengine - INFO - Epoch(train) [76][4900/5005] lr: 6.8422e-02 eta: 23:30:41 time: 0.1442 data_time: 0.0015 memory: 4390 loss: 3.0740 2022/12/07 02:04:39 - mmengine - INFO - Epoch(train) [76][5000/5005] lr: 6.8407e-02 eta: 23:30:27 time: 0.1375 data_time: 0.0023 memory: 4390 loss: 3.4758 2022/12/07 02:04:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:04:40 - mmengine - INFO - Saving checkpoint at 76 epochs 2022/12/07 02:04:50 - mmengine - INFO - Epoch(val) [76][100/196] eta: 0:00:08 time: 0.0838 data_time: 0.0532 memory: 4390 2022/12/07 02:05:10 - mmengine - INFO - Epoch(val) [76][196/196] accuracy/top1: 65.4940 accuracy/top5: 87.5140 2022/12/07 02:05:24 - mmengine - INFO - Epoch(train) [77][ 100/5005] lr: 6.8392e-02 eta: 23:30:14 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.3462 2022/12/07 02:05:38 - mmengine - INFO - Epoch(train) [77][ 200/5005] lr: 6.8377e-02 eta: 23:30:00 time: 0.1372 data_time: 0.0019 memory: 4390 loss: 3.7903 2022/12/07 02:05:52 - mmengine - INFO - Epoch(train) [77][ 300/5005] lr: 6.8363e-02 eta: 23:29:47 time: 0.1371 data_time: 0.0018 memory: 4390 loss: 3.1331 2022/12/07 02:06:06 - mmengine - INFO - Epoch(train) [77][ 400/5005] lr: 6.8348e-02 eta: 23:29:34 time: 0.1386 data_time: 0.0018 memory: 4390 loss: 3.2294 2022/12/07 02:06:20 - mmengine - INFO - Epoch(train) [77][ 500/5005] lr: 6.8333e-02 eta: 23:29:20 time: 0.1373 data_time: 0.0019 memory: 4390 loss: 3.5791 2022/12/07 02:06:34 - mmengine - INFO - Epoch(train) [77][ 600/5005] lr: 6.8319e-02 eta: 23:29:07 time: 0.1373 data_time: 0.0018 memory: 4390 loss: 3.9220 2022/12/07 02:06:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:06:48 - mmengine - INFO - Epoch(train) [77][ 700/5005] lr: 6.8304e-02 eta: 23:28:54 time: 0.1377 data_time: 0.0021 memory: 4390 loss: 3.0228 2022/12/07 02:07:01 - mmengine - INFO - Epoch(train) [77][ 800/5005] lr: 6.8290e-02 eta: 23:28:40 time: 0.1369 data_time: 0.0019 memory: 4390 loss: 3.4791 2022/12/07 02:07:15 - mmengine - INFO - Epoch(train) [77][ 900/5005] lr: 6.8275e-02 eta: 23:28:27 time: 0.1365 data_time: 0.0019 memory: 4390 loss: 3.2113 2022/12/07 02:07:29 - mmengine - INFO - Epoch(train) [77][1000/5005] lr: 6.8260e-02 eta: 23:28:14 time: 0.1364 data_time: 0.0019 memory: 4390 loss: 2.8606 2022/12/07 02:07:43 - mmengine - INFO - Epoch(train) [77][1100/5005] lr: 6.8246e-02 eta: 23:28:00 time: 0.1372 data_time: 0.0022 memory: 4390 loss: 3.4401 2022/12/07 02:07:57 - mmengine - INFO - Epoch(train) [77][1200/5005] lr: 6.8231e-02 eta: 23:27:47 time: 0.1376 data_time: 0.0022 memory: 4390 loss: 3.3590 2022/12/07 02:08:11 - mmengine - INFO - Epoch(train) [77][1300/5005] lr: 6.8217e-02 eta: 23:27:33 time: 0.1361 data_time: 0.0014 memory: 4390 loss: 3.8715 2022/12/07 02:08:24 - mmengine - INFO - Epoch(train) [77][1400/5005] lr: 6.8202e-02 eta: 23:27:20 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.5359 2022/12/07 02:08:38 - mmengine - INFO - Epoch(train) [77][1500/5005] lr: 6.8187e-02 eta: 23:27:06 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.4987 2022/12/07 02:08:52 - mmengine - INFO - Epoch(train) [77][1600/5005] lr: 6.8173e-02 eta: 23:26:53 time: 0.1367 data_time: 0.0013 memory: 4390 loss: 2.9554 2022/12/07 02:08:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:09:06 - mmengine - INFO - Epoch(train) [77][1700/5005] lr: 6.8158e-02 eta: 23:26:40 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.3096 2022/12/07 02:09:20 - mmengine - INFO - Epoch(train) [77][1800/5005] lr: 6.8143e-02 eta: 23:26:26 time: 0.1378 data_time: 0.0014 memory: 4390 loss: 3.4814 2022/12/07 02:09:34 - mmengine - INFO - Epoch(train) [77][1900/5005] lr: 6.8129e-02 eta: 23:26:13 time: 0.1378 data_time: 0.0016 memory: 4390 loss: 3.1163 2022/12/07 02:09:48 - mmengine - INFO - Epoch(train) [77][2000/5005] lr: 6.8114e-02 eta: 23:25:59 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 2.8864 2022/12/07 02:10:01 - mmengine - INFO - Epoch(train) [77][2100/5005] lr: 6.8100e-02 eta: 23:25:46 time: 0.1378 data_time: 0.0014 memory: 4390 loss: 3.2670 2022/12/07 02:10:15 - mmengine - INFO - Epoch(train) [77][2200/5005] lr: 6.8085e-02 eta: 23:25:33 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.4062 2022/12/07 02:10:29 - mmengine - INFO - Epoch(train) [77][2300/5005] lr: 6.8070e-02 eta: 23:25:19 time: 0.1379 data_time: 0.0014 memory: 4390 loss: 3.9721 2022/12/07 02:10:43 - mmengine - INFO - Epoch(train) [77][2400/5005] lr: 6.8056e-02 eta: 23:25:06 time: 0.1368 data_time: 0.0018 memory: 4390 loss: 3.5874 2022/12/07 02:10:57 - mmengine - INFO - Epoch(train) [77][2500/5005] lr: 6.8041e-02 eta: 23:24:53 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.3131 2022/12/07 02:11:11 - mmengine - INFO - Epoch(train) [77][2600/5005] lr: 6.8026e-02 eta: 23:24:39 time: 0.1450 data_time: 0.0014 memory: 4390 loss: 3.3875 2022/12/07 02:11:14 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:11:25 - mmengine - INFO - Epoch(train) [77][2700/5005] lr: 6.8012e-02 eta: 23:24:26 time: 0.1378 data_time: 0.0014 memory: 4390 loss: 3.6641 2022/12/07 02:11:38 - mmengine - INFO - Epoch(train) [77][2800/5005] lr: 6.7997e-02 eta: 23:24:13 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.7012 2022/12/07 02:11:52 - mmengine - INFO - Epoch(train) [77][2900/5005] lr: 6.7982e-02 eta: 23:23:59 time: 0.1374 data_time: 0.0014 memory: 4390 loss: 3.2790 2022/12/07 02:12:06 - mmengine - INFO - Epoch(train) [77][3000/5005] lr: 6.7968e-02 eta: 23:23:46 time: 0.1427 data_time: 0.0015 memory: 4390 loss: 3.2122 2022/12/07 02:12:20 - mmengine - INFO - Epoch(train) [77][3100/5005] lr: 6.7953e-02 eta: 23:23:33 time: 0.1379 data_time: 0.0015 memory: 4390 loss: 3.6900 2022/12/07 02:12:34 - mmengine - INFO - Epoch(train) [77][3200/5005] lr: 6.7939e-02 eta: 23:23:19 time: 0.1376 data_time: 0.0017 memory: 4390 loss: 2.9988 2022/12/07 02:12:48 - mmengine - INFO - Epoch(train) [77][3300/5005] lr: 6.7924e-02 eta: 23:23:06 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.3685 2022/12/07 02:13:02 - mmengine - INFO - Epoch(train) [77][3400/5005] lr: 6.7909e-02 eta: 23:22:53 time: 0.1437 data_time: 0.0015 memory: 4390 loss: 3.5591 2022/12/07 02:13:16 - mmengine - INFO - Epoch(train) [77][3500/5005] lr: 6.7895e-02 eta: 23:22:39 time: 0.1378 data_time: 0.0016 memory: 4390 loss: 3.3169 2022/12/07 02:13:29 - mmengine - INFO - Epoch(train) [77][3600/5005] lr: 6.7880e-02 eta: 23:22:26 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.0261 2022/12/07 02:13:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:13:43 - mmengine - INFO - Epoch(train) [77][3700/5005] lr: 6.7865e-02 eta: 23:22:12 time: 0.1375 data_time: 0.0015 memory: 4390 loss: 3.6911 2022/12/07 02:13:57 - mmengine - INFO - Epoch(train) [77][3800/5005] lr: 6.7851e-02 eta: 23:21:59 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.2469 2022/12/07 02:14:11 - mmengine - INFO - Epoch(train) [77][3900/5005] lr: 6.7836e-02 eta: 23:21:45 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.7904 2022/12/07 02:14:25 - mmengine - INFO - Epoch(train) [77][4000/5005] lr: 6.7821e-02 eta: 23:21:32 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 2.7606 2022/12/07 02:14:39 - mmengine - INFO - Epoch(train) [77][4100/5005] lr: 6.7807e-02 eta: 23:21:19 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 3.8640 2022/12/07 02:14:53 - mmengine - INFO - Epoch(train) [77][4200/5005] lr: 6.7792e-02 eta: 23:21:05 time: 0.1375 data_time: 0.0014 memory: 4390 loss: 2.9683 2022/12/07 02:15:06 - mmengine - INFO - Epoch(train) [77][4300/5005] lr: 6.7777e-02 eta: 23:20:52 time: 0.1368 data_time: 0.0015 memory: 4390 loss: 3.1824 2022/12/07 02:15:20 - mmengine - INFO - Epoch(train) [77][4400/5005] lr: 6.7763e-02 eta: 23:20:39 time: 0.1447 data_time: 0.0014 memory: 4390 loss: 3.3652 2022/12/07 02:15:34 - mmengine - INFO - Epoch(train) [77][4500/5005] lr: 6.7748e-02 eta: 23:20:25 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 3.3391 2022/12/07 02:15:48 - mmengine - INFO - Epoch(train) [77][4600/5005] lr: 6.7733e-02 eta: 23:20:12 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.2623 2022/12/07 02:15:51 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:16:02 - mmengine - INFO - Epoch(train) [77][4700/5005] lr: 6.7719e-02 eta: 23:19:58 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.0140 2022/12/07 02:16:16 - mmengine - INFO - Epoch(train) [77][4800/5005] lr: 6.7704e-02 eta: 23:19:45 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.6056 2022/12/07 02:16:29 - mmengine - INFO - Epoch(train) [77][4900/5005] lr: 6.7689e-02 eta: 23:19:31 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 3.4638 2022/12/07 02:16:43 - mmengine - INFO - Epoch(train) [77][5000/5005] lr: 6.7675e-02 eta: 23:19:18 time: 0.1382 data_time: 0.0019 memory: 4390 loss: 3.3687 2022/12/07 02:16:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:16:44 - mmengine - INFO - Saving checkpoint at 77 epochs 2022/12/07 02:16:55 - mmengine - INFO - Epoch(val) [77][100/196] eta: 0:00:08 time: 0.0875 data_time: 0.0568 memory: 4390 2022/12/07 02:17:14 - mmengine - INFO - Epoch(val) [77][196/196] accuracy/top1: 64.7920 accuracy/top5: 86.7680 2022/12/07 02:17:29 - mmengine - INFO - Epoch(train) [78][ 100/5005] lr: 6.7659e-02 eta: 23:19:05 time: 0.1381 data_time: 0.0016 memory: 4391 loss: 3.4635 2022/12/07 02:17:43 - mmengine - INFO - Epoch(train) [78][ 200/5005] lr: 6.7645e-02 eta: 23:18:51 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.7213 2022/12/07 02:17:57 - mmengine - INFO - Epoch(train) [78][ 300/5005] lr: 6.7630e-02 eta: 23:18:38 time: 0.1385 data_time: 0.0015 memory: 4390 loss: 3.5828 2022/12/07 02:18:10 - mmengine - INFO - Epoch(train) [78][ 400/5005] lr: 6.7615e-02 eta: 23:18:25 time: 0.1417 data_time: 0.0015 memory: 4390 loss: 3.5673 2022/12/07 02:18:24 - mmengine - INFO - Epoch(train) [78][ 500/5005] lr: 6.7600e-02 eta: 23:18:11 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.5988 2022/12/07 02:18:38 - mmengine - INFO - Epoch(train) [78][ 600/5005] lr: 6.7586e-02 eta: 23:17:58 time: 0.1376 data_time: 0.0014 memory: 4390 loss: 3.3009 2022/12/07 02:18:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:18:52 - mmengine - INFO - Epoch(train) [78][ 700/5005] lr: 6.7571e-02 eta: 23:17:45 time: 0.1386 data_time: 0.0015 memory: 4390 loss: 3.8104 2022/12/07 02:19:06 - mmengine - INFO - Epoch(train) [78][ 800/5005] lr: 6.7556e-02 eta: 23:17:31 time: 0.1386 data_time: 0.0019 memory: 4390 loss: 3.5255 2022/12/07 02:19:20 - mmengine - INFO - Epoch(train) [78][ 900/5005] lr: 6.7542e-02 eta: 23:17:18 time: 0.1379 data_time: 0.0014 memory: 4390 loss: 3.2186 2022/12/07 02:19:34 - mmengine - INFO - Epoch(train) [78][1000/5005] lr: 6.7527e-02 eta: 23:17:05 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.4389 2022/12/07 02:19:48 - mmengine - INFO - Epoch(train) [78][1100/5005] lr: 6.7512e-02 eta: 23:16:51 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.2985 2022/12/07 02:20:01 - mmengine - INFO - Epoch(train) [78][1200/5005] lr: 6.7498e-02 eta: 23:16:38 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.1940 2022/12/07 02:20:15 - mmengine - INFO - Epoch(train) [78][1300/5005] lr: 6.7483e-02 eta: 23:16:24 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.1206 2022/12/07 02:20:29 - mmengine - INFO - Epoch(train) [78][1400/5005] lr: 6.7468e-02 eta: 23:16:11 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.4692 2022/12/07 02:20:43 - mmengine - INFO - Epoch(train) [78][1500/5005] lr: 6.7454e-02 eta: 23:15:58 time: 0.1375 data_time: 0.0014 memory: 4390 loss: 3.3490 2022/12/07 02:20:57 - mmengine - INFO - Epoch(train) [78][1600/5005] lr: 6.7439e-02 eta: 23:15:44 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.5580 2022/12/07 02:20:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:21:11 - mmengine - INFO - Epoch(train) [78][1700/5005] lr: 6.7424e-02 eta: 23:15:31 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.0895 2022/12/07 02:21:24 - mmengine - INFO - Epoch(train) [78][1800/5005] lr: 6.7409e-02 eta: 23:15:17 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.4699 2022/12/07 02:21:38 - mmengine - INFO - Epoch(train) [78][1900/5005] lr: 6.7395e-02 eta: 23:15:04 time: 0.1365 data_time: 0.0013 memory: 4390 loss: 3.2763 2022/12/07 02:21:52 - mmengine - INFO - Epoch(train) [78][2000/5005] lr: 6.7380e-02 eta: 23:14:50 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.2653 2022/12/07 02:22:06 - mmengine - INFO - Epoch(train) [78][2100/5005] lr: 6.7365e-02 eta: 23:14:37 time: 0.1371 data_time: 0.0016 memory: 4390 loss: 3.2363 2022/12/07 02:22:20 - mmengine - INFO - Epoch(train) [78][2200/5005] lr: 6.7351e-02 eta: 23:14:23 time: 0.1376 data_time: 0.0017 memory: 4390 loss: 3.4645 2022/12/07 02:22:33 - mmengine - INFO - Epoch(train) [78][2300/5005] lr: 6.7336e-02 eta: 23:14:10 time: 0.1362 data_time: 0.0015 memory: 4390 loss: 3.4203 2022/12/07 02:22:47 - mmengine - INFO - Epoch(train) [78][2400/5005] lr: 6.7321e-02 eta: 23:13:56 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.1689 2022/12/07 02:23:01 - mmengine - INFO - Epoch(train) [78][2500/5005] lr: 6.7306e-02 eta: 23:13:43 time: 0.1431 data_time: 0.0013 memory: 4390 loss: 3.2078 2022/12/07 02:23:15 - mmengine - INFO - Epoch(train) [78][2600/5005] lr: 6.7292e-02 eta: 23:13:30 time: 0.1415 data_time: 0.0018 memory: 4390 loss: 3.4895 2022/12/07 02:23:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:23:29 - mmengine - INFO - Epoch(train) [78][2700/5005] lr: 6.7277e-02 eta: 23:13:16 time: 0.1382 data_time: 0.0018 memory: 4390 loss: 3.4396 2022/12/07 02:23:43 - mmengine - INFO - Epoch(train) [78][2800/5005] lr: 6.7262e-02 eta: 23:13:03 time: 0.1362 data_time: 0.0018 memory: 4390 loss: 3.5399 2022/12/07 02:23:57 - mmengine - INFO - Epoch(train) [78][2900/5005] lr: 6.7247e-02 eta: 23:12:49 time: 0.1366 data_time: 0.0014 memory: 4390 loss: 3.2573 2022/12/07 02:24:11 - mmengine - INFO - Epoch(train) [78][3000/5005] lr: 6.7233e-02 eta: 23:12:36 time: 0.1380 data_time: 0.0014 memory: 4390 loss: 3.7315 2022/12/07 02:24:24 - mmengine - INFO - Epoch(train) [78][3100/5005] lr: 6.7218e-02 eta: 23:12:23 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.1812 2022/12/07 02:24:38 - mmengine - INFO - Epoch(train) [78][3200/5005] lr: 6.7203e-02 eta: 23:12:09 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.3989 2022/12/07 02:24:52 - mmengine - INFO - Epoch(train) [78][3300/5005] lr: 6.7189e-02 eta: 23:11:56 time: 0.1470 data_time: 0.0015 memory: 4390 loss: 3.5791 2022/12/07 02:25:06 - mmengine - INFO - Epoch(train) [78][3400/5005] lr: 6.7174e-02 eta: 23:11:43 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 3.6296 2022/12/07 02:25:20 - mmengine - INFO - Epoch(train) [78][3500/5005] lr: 6.7159e-02 eta: 23:11:29 time: 0.1376 data_time: 0.0014 memory: 4390 loss: 3.2765 2022/12/07 02:25:34 - mmengine - INFO - Epoch(train) [78][3600/5005] lr: 6.7144e-02 eta: 23:11:16 time: 0.1370 data_time: 0.0014 memory: 4390 loss: 3.1816 2022/12/07 02:25:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:25:48 - mmengine - INFO - Epoch(train) [78][3700/5005] lr: 6.7130e-02 eta: 23:11:02 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 3.4307 2022/12/07 02:26:02 - mmengine - INFO - Epoch(train) [78][3800/5005] lr: 6.7115e-02 eta: 23:10:49 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.9322 2022/12/07 02:26:15 - mmengine - INFO - Epoch(train) [78][3900/5005] lr: 6.7100e-02 eta: 23:10:36 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.2798 2022/12/07 02:26:29 - mmengine - INFO - Epoch(train) [78][4000/5005] lr: 6.7085e-02 eta: 23:10:22 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 3.3222 2022/12/07 02:26:43 - mmengine - INFO - Epoch(train) [78][4100/5005] lr: 6.7071e-02 eta: 23:10:09 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.3104 2022/12/07 02:26:57 - mmengine - INFO - Epoch(train) [78][4200/5005] lr: 6.7056e-02 eta: 23:09:55 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.3084 2022/12/07 02:27:11 - mmengine - INFO - Epoch(train) [78][4300/5005] lr: 6.7041e-02 eta: 23:09:42 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.2635 2022/12/07 02:27:25 - mmengine - INFO - Epoch(train) [78][4400/5005] lr: 6.7026e-02 eta: 23:09:28 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.3495 2022/12/07 02:27:38 - mmengine - INFO - Epoch(train) [78][4500/5005] lr: 6.7012e-02 eta: 23:09:15 time: 0.1388 data_time: 0.0014 memory: 4390 loss: 3.6826 2022/12/07 02:27:52 - mmengine - INFO - Epoch(train) [78][4600/5005] lr: 6.6997e-02 eta: 23:09:02 time: 0.1378 data_time: 0.0015 memory: 4390 loss: 3.5881 2022/12/07 02:27:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:28:06 - mmengine - INFO - Epoch(train) [78][4700/5005] lr: 6.6982e-02 eta: 23:08:48 time: 0.1370 data_time: 0.0018 memory: 4390 loss: 3.5073 2022/12/07 02:28:20 - mmengine - INFO - Epoch(train) [78][4800/5005] lr: 6.6967e-02 eta: 23:08:35 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.2594 2022/12/07 02:28:34 - mmengine - INFO - Epoch(train) [78][4900/5005] lr: 6.6953e-02 eta: 23:08:21 time: 0.1375 data_time: 0.0014 memory: 4390 loss: 3.0417 2022/12/07 02:28:48 - mmengine - INFO - Epoch(train) [78][5000/5005] lr: 6.6938e-02 eta: 23:08:08 time: 0.1395 data_time: 0.0025 memory: 4390 loss: 2.7900 2022/12/07 02:28:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:28:48 - mmengine - INFO - Saving checkpoint at 78 epochs 2022/12/07 02:28:59 - mmengine - INFO - Epoch(val) [78][100/196] eta: 0:00:08 time: 0.0802 data_time: 0.0492 memory: 4390 2022/12/07 02:29:19 - mmengine - INFO - Epoch(val) [78][196/196] accuracy/top1: 65.3560 accuracy/top5: 87.3420 2022/12/07 02:29:34 - mmengine - INFO - Epoch(train) [79][ 100/5005] lr: 6.6922e-02 eta: 23:07:55 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.7099 2022/12/07 02:29:48 - mmengine - INFO - Epoch(train) [79][ 200/5005] lr: 6.6908e-02 eta: 23:07:41 time: 0.1377 data_time: 0.0014 memory: 4390 loss: 3.3265 2022/12/07 02:30:02 - mmengine - INFO - Epoch(train) [79][ 300/5005] lr: 6.6893e-02 eta: 23:07:28 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.5522 2022/12/07 02:30:15 - mmengine - INFO - Epoch(train) [79][ 400/5005] lr: 6.6878e-02 eta: 23:07:14 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.3881 2022/12/07 02:30:29 - mmengine - INFO - Epoch(train) [79][ 500/5005] lr: 6.6863e-02 eta: 23:07:01 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.2946 2022/12/07 02:30:43 - mmengine - INFO - Epoch(train) [79][ 600/5005] lr: 6.6848e-02 eta: 23:06:47 time: 0.1381 data_time: 0.0015 memory: 4390 loss: 3.4364 2022/12/07 02:30:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:30:57 - mmengine - INFO - Epoch(train) [79][ 700/5005] lr: 6.6834e-02 eta: 23:06:34 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.5103 2022/12/07 02:31:11 - mmengine - INFO - Epoch(train) [79][ 800/5005] lr: 6.6819e-02 eta: 23:06:20 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.3949 2022/12/07 02:31:24 - mmengine - INFO - Epoch(train) [79][ 900/5005] lr: 6.6804e-02 eta: 23:06:07 time: 0.1364 data_time: 0.0015 memory: 4390 loss: 3.3259 2022/12/07 02:31:38 - mmengine - INFO - Epoch(train) [79][1000/5005] lr: 6.6789e-02 eta: 23:05:54 time: 0.1386 data_time: 0.0014 memory: 4390 loss: 3.3682 2022/12/07 02:31:52 - mmengine - INFO - Epoch(train) [79][1100/5005] lr: 6.6775e-02 eta: 23:05:40 time: 0.1389 data_time: 0.0015 memory: 4390 loss: 3.1927 2022/12/07 02:32:06 - mmengine - INFO - Epoch(train) [79][1200/5005] lr: 6.6760e-02 eta: 23:05:27 time: 0.1364 data_time: 0.0020 memory: 4390 loss: 3.7550 2022/12/07 02:32:20 - mmengine - INFO - Epoch(train) [79][1300/5005] lr: 6.6745e-02 eta: 23:05:13 time: 0.1364 data_time: 0.0018 memory: 4390 loss: 3.0623 2022/12/07 02:32:34 - mmengine - INFO - Epoch(train) [79][1400/5005] lr: 6.6730e-02 eta: 23:05:00 time: 0.1364 data_time: 0.0019 memory: 4390 loss: 2.9950 2022/12/07 02:32:47 - mmengine - INFO - Epoch(train) [79][1500/5005] lr: 6.6715e-02 eta: 23:04:46 time: 0.1409 data_time: 0.0017 memory: 4390 loss: 3.3713 2022/12/07 02:33:01 - mmengine - INFO - Epoch(train) [79][1600/5005] lr: 6.6701e-02 eta: 23:04:33 time: 0.1367 data_time: 0.0016 memory: 4390 loss: 4.2042 2022/12/07 02:33:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:33:15 - mmengine - INFO - Epoch(train) [79][1700/5005] lr: 6.6686e-02 eta: 23:04:19 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.7960 2022/12/07 02:33:29 - mmengine - INFO - Epoch(train) [79][1800/5005] lr: 6.6671e-02 eta: 23:04:06 time: 0.1378 data_time: 0.0015 memory: 4390 loss: 3.5521 2022/12/07 02:33:43 - mmengine - INFO - Epoch(train) [79][1900/5005] lr: 6.6656e-02 eta: 23:03:53 time: 0.1375 data_time: 0.0014 memory: 4390 loss: 3.6705 2022/12/07 02:33:57 - mmengine - INFO - Epoch(train) [79][2000/5005] lr: 6.6641e-02 eta: 23:03:39 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.2406 2022/12/07 02:34:11 - mmengine - INFO - Epoch(train) [79][2100/5005] lr: 6.6627e-02 eta: 23:03:26 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.6686 2022/12/07 02:34:25 - mmengine - INFO - Epoch(train) [79][2200/5005] lr: 6.6612e-02 eta: 23:03:13 time: 0.1379 data_time: 0.0015 memory: 4390 loss: 3.2234 2022/12/07 02:34:38 - mmengine - INFO - Epoch(train) [79][2300/5005] lr: 6.6597e-02 eta: 23:02:59 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.2380 2022/12/07 02:34:52 - mmengine - INFO - Epoch(train) [79][2400/5005] lr: 6.6582e-02 eta: 23:02:46 time: 0.1381 data_time: 0.0015 memory: 4390 loss: 3.3012 2022/12/07 02:35:06 - mmengine - INFO - Epoch(train) [79][2500/5005] lr: 6.6567e-02 eta: 23:02:33 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.2164 2022/12/07 02:35:20 - mmengine - INFO - Epoch(train) [79][2600/5005] lr: 6.6553e-02 eta: 23:02:19 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.3779 2022/12/07 02:35:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:35:34 - mmengine - INFO - Epoch(train) [79][2700/5005] lr: 6.6538e-02 eta: 23:02:06 time: 0.1378 data_time: 0.0016 memory: 4390 loss: 2.7738 2022/12/07 02:35:48 - mmengine - INFO - Epoch(train) [79][2800/5005] lr: 6.6523e-02 eta: 23:01:52 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 2.8605 2022/12/07 02:36:02 - mmengine - INFO - Epoch(train) [79][2900/5005] lr: 6.6508e-02 eta: 23:01:39 time: 0.1371 data_time: 0.0014 memory: 4390 loss: 3.1068 2022/12/07 02:36:15 - mmengine - INFO - Epoch(train) [79][3000/5005] lr: 6.6493e-02 eta: 23:01:25 time: 0.1439 data_time: 0.0014 memory: 4390 loss: 3.1996 2022/12/07 02:36:29 - mmengine - INFO - Epoch(train) [79][3100/5005] lr: 6.6479e-02 eta: 23:01:12 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.6019 2022/12/07 02:36:43 - mmengine - INFO - Epoch(train) [79][3200/5005] lr: 6.6464e-02 eta: 23:00:59 time: 0.1384 data_time: 0.0015 memory: 4390 loss: 3.8577 2022/12/07 02:36:57 - mmengine - INFO - Epoch(train) [79][3300/5005] lr: 6.6449e-02 eta: 23:00:45 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.5022 2022/12/07 02:37:11 - mmengine - INFO - Epoch(train) [79][3400/5005] lr: 6.6434e-02 eta: 23:00:32 time: 0.1378 data_time: 0.0016 memory: 4390 loss: 3.5483 2022/12/07 02:37:25 - mmengine - INFO - Epoch(train) [79][3500/5005] lr: 6.6419e-02 eta: 23:00:19 time: 0.1380 data_time: 0.0015 memory: 4390 loss: 3.2348 2022/12/07 02:37:39 - mmengine - INFO - Epoch(train) [79][3600/5005] lr: 6.6404e-02 eta: 23:00:05 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.4073 2022/12/07 02:37:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:37:53 - mmengine - INFO - Epoch(train) [79][3700/5005] lr: 6.6390e-02 eta: 22:59:52 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.6121 2022/12/07 02:38:06 - mmengine - INFO - Epoch(train) [79][3800/5005] lr: 6.6375e-02 eta: 22:59:38 time: 0.1379 data_time: 0.0014 memory: 4390 loss: 3.2463 2022/12/07 02:38:20 - mmengine - INFO - Epoch(train) [79][3900/5005] lr: 6.6360e-02 eta: 22:59:25 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.5389 2022/12/07 02:38:34 - mmengine - INFO - Epoch(train) [79][4000/5005] lr: 6.6345e-02 eta: 22:59:11 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 3.0311 2022/12/07 02:38:48 - mmengine - INFO - Epoch(train) [79][4100/5005] lr: 6.6330e-02 eta: 22:58:58 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.6132 2022/12/07 02:39:02 - mmengine - INFO - Epoch(train) [79][4200/5005] lr: 6.6315e-02 eta: 22:58:44 time: 0.1368 data_time: 0.0013 memory: 4390 loss: 3.5201 2022/12/07 02:39:16 - mmengine - INFO - Epoch(train) [79][4300/5005] lr: 6.6301e-02 eta: 22:58:31 time: 0.1393 data_time: 0.0014 memory: 4390 loss: 3.3138 2022/12/07 02:39:29 - mmengine - INFO - Epoch(train) [79][4400/5005] lr: 6.6286e-02 eta: 22:58:18 time: 0.1389 data_time: 0.0016 memory: 4390 loss: 3.8780 2022/12/07 02:39:43 - mmengine - INFO - Epoch(train) [79][4500/5005] lr: 6.6271e-02 eta: 22:58:04 time: 0.1379 data_time: 0.0015 memory: 4390 loss: 3.3728 2022/12/07 02:39:57 - mmengine - INFO - Epoch(train) [79][4600/5005] lr: 6.6256e-02 eta: 22:57:51 time: 0.1384 data_time: 0.0015 memory: 4390 loss: 3.2221 2022/12/07 02:39:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:40:11 - mmengine - INFO - Epoch(train) [79][4700/5005] lr: 6.6241e-02 eta: 22:57:38 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.4723 2022/12/07 02:40:25 - mmengine - INFO - Epoch(train) [79][4800/5005] lr: 6.6226e-02 eta: 22:57:25 time: 0.1410 data_time: 0.0015 memory: 4390 loss: 3.3703 2022/12/07 02:40:39 - mmengine - INFO - Epoch(train) [79][4900/5005] lr: 6.6212e-02 eta: 22:57:11 time: 0.1379 data_time: 0.0015 memory: 4390 loss: 3.6051 2022/12/07 02:40:53 - mmengine - INFO - Epoch(train) [79][5000/5005] lr: 6.6197e-02 eta: 22:56:58 time: 0.1384 data_time: 0.0023 memory: 4390 loss: 3.5517 2022/12/07 02:40:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:40:54 - mmengine - INFO - Saving checkpoint at 79 epochs 2022/12/07 02:41:05 - mmengine - INFO - Epoch(val) [79][100/196] eta: 0:00:08 time: 0.0876 data_time: 0.0561 memory: 4390 2022/12/07 02:41:24 - mmengine - INFO - Epoch(val) [79][196/196] accuracy/top1: 64.9980 accuracy/top5: 86.9160 2022/12/07 02:41:38 - mmengine - INFO - Epoch(train) [80][ 100/5005] lr: 6.6181e-02 eta: 22:56:45 time: 0.1398 data_time: 0.0014 memory: 4390 loss: 3.5179 2022/12/07 02:41:52 - mmengine - INFO - Epoch(train) [80][ 200/5005] lr: 6.6166e-02 eta: 22:56:31 time: 0.1380 data_time: 0.0013 memory: 4390 loss: 3.3885 2022/12/07 02:42:06 - mmengine - INFO - Epoch(train) [80][ 300/5005] lr: 6.6151e-02 eta: 22:56:18 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 3.0441 2022/12/07 02:42:20 - mmengine - INFO - Epoch(train) [80][ 400/5005] lr: 6.6137e-02 eta: 22:56:05 time: 0.1381 data_time: 0.0015 memory: 4390 loss: 3.5731 2022/12/07 02:42:34 - mmengine - INFO - Epoch(train) [80][ 500/5005] lr: 6.6122e-02 eta: 22:55:52 time: 0.1458 data_time: 0.0014 memory: 4390 loss: 3.3879 2022/12/07 02:42:48 - mmengine - INFO - Epoch(train) [80][ 600/5005] lr: 6.6107e-02 eta: 22:55:38 time: 0.1392 data_time: 0.0015 memory: 4390 loss: 3.1409 2022/12/07 02:42:49 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:43:02 - mmengine - INFO - Epoch(train) [80][ 700/5005] lr: 6.6092e-02 eta: 22:55:25 time: 0.1385 data_time: 0.0016 memory: 4390 loss: 3.5571 2022/12/07 02:43:16 - mmengine - INFO - Epoch(train) [80][ 800/5005] lr: 6.6077e-02 eta: 22:55:12 time: 0.1381 data_time: 0.0014 memory: 4390 loss: 3.6566 2022/12/07 02:43:30 - mmengine - INFO - Epoch(train) [80][ 900/5005] lr: 6.6062e-02 eta: 22:54:58 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.6805 2022/12/07 02:43:44 - mmengine - INFO - Epoch(train) [80][1000/5005] lr: 6.6047e-02 eta: 22:54:45 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 3.4009 2022/12/07 02:43:58 - mmengine - INFO - Epoch(train) [80][1100/5005] lr: 6.6033e-02 eta: 22:54:32 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.3881 2022/12/07 02:44:11 - mmengine - INFO - Epoch(train) [80][1200/5005] lr: 6.6018e-02 eta: 22:54:18 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.4389 2022/12/07 02:44:25 - mmengine - INFO - Epoch(train) [80][1300/5005] lr: 6.6003e-02 eta: 22:54:05 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.1717 2022/12/07 02:44:39 - mmengine - INFO - Epoch(train) [80][1400/5005] lr: 6.5988e-02 eta: 22:53:51 time: 0.1385 data_time: 0.0015 memory: 4390 loss: 2.9041 2022/12/07 02:44:53 - mmengine - INFO - Epoch(train) [80][1500/5005] lr: 6.5973e-02 eta: 22:53:38 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.1875 2022/12/07 02:45:07 - mmengine - INFO - Epoch(train) [80][1600/5005] lr: 6.5958e-02 eta: 22:53:24 time: 0.1377 data_time: 0.0014 memory: 4390 loss: 3.3260 2022/12/07 02:45:08 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:45:21 - mmengine - INFO - Epoch(train) [80][1700/5005] lr: 6.5943e-02 eta: 22:53:11 time: 0.1382 data_time: 0.0014 memory: 4390 loss: 3.1604 2022/12/07 02:45:35 - mmengine - INFO - Epoch(train) [80][1800/5005] lr: 6.5929e-02 eta: 22:52:58 time: 0.1387 data_time: 0.0014 memory: 4390 loss: 3.6671 2022/12/07 02:45:49 - mmengine - INFO - Epoch(train) [80][1900/5005] lr: 6.5914e-02 eta: 22:52:44 time: 0.1383 data_time: 0.0014 memory: 4390 loss: 2.8971 2022/12/07 02:46:02 - mmengine - INFO - Epoch(train) [80][2000/5005] lr: 6.5899e-02 eta: 22:52:31 time: 0.1380 data_time: 0.0014 memory: 4390 loss: 3.2658 2022/12/07 02:46:16 - mmengine - INFO - Epoch(train) [80][2100/5005] lr: 6.5884e-02 eta: 22:52:18 time: 0.1383 data_time: 0.0014 memory: 4390 loss: 3.9325 2022/12/07 02:46:30 - mmengine - INFO - Epoch(train) [80][2200/5005] lr: 6.5869e-02 eta: 22:52:05 time: 0.1378 data_time: 0.0015 memory: 4390 loss: 3.5095 2022/12/07 02:46:44 - mmengine - INFO - Epoch(train) [80][2300/5005] lr: 6.5854e-02 eta: 22:51:51 time: 0.1378 data_time: 0.0014 memory: 4390 loss: 3.1505 2022/12/07 02:46:58 - mmengine - INFO - Epoch(train) [80][2400/5005] lr: 6.5839e-02 eta: 22:51:38 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.1601 2022/12/07 02:47:12 - mmengine - INFO - Epoch(train) [80][2500/5005] lr: 6.5824e-02 eta: 22:51:24 time: 0.1381 data_time: 0.0014 memory: 4390 loss: 3.1031 2022/12/07 02:47:26 - mmengine - INFO - Epoch(train) [80][2600/5005] lr: 6.5809e-02 eta: 22:51:11 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.6437 2022/12/07 02:47:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:47:40 - mmengine - INFO - Epoch(train) [80][2700/5005] lr: 6.5795e-02 eta: 22:50:57 time: 0.1381 data_time: 0.0015 memory: 4390 loss: 3.2586 2022/12/07 02:47:53 - mmengine - INFO - Epoch(train) [80][2800/5005] lr: 6.5780e-02 eta: 22:50:44 time: 0.1385 data_time: 0.0016 memory: 4390 loss: 2.9219 2022/12/07 02:48:07 - mmengine - INFO - Epoch(train) [80][2900/5005] lr: 6.5765e-02 eta: 22:50:31 time: 0.1576 data_time: 0.0014 memory: 4390 loss: 3.2835 2022/12/07 02:48:21 - mmengine - INFO - Epoch(train) [80][3000/5005] lr: 6.5750e-02 eta: 22:50:17 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 2.9895 2022/12/07 02:48:35 - mmengine - INFO - Epoch(train) [80][3100/5005] lr: 6.5735e-02 eta: 22:50:04 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.4819 2022/12/07 02:48:49 - mmengine - INFO - Epoch(train) [80][3200/5005] lr: 6.5720e-02 eta: 22:49:50 time: 0.1378 data_time: 0.0015 memory: 4390 loss: 3.3831 2022/12/07 02:49:03 - mmengine - INFO - Epoch(train) [80][3300/5005] lr: 6.5705e-02 eta: 22:49:37 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 3.4108 2022/12/07 02:49:16 - mmengine - INFO - Epoch(train) [80][3400/5005] lr: 6.5690e-02 eta: 22:49:23 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.5868 2022/12/07 02:49:30 - mmengine - INFO - Epoch(train) [80][3500/5005] lr: 6.5675e-02 eta: 22:49:10 time: 0.1375 data_time: 0.0014 memory: 4390 loss: 3.2995 2022/12/07 02:49:44 - mmengine - INFO - Epoch(train) [80][3600/5005] lr: 6.5661e-02 eta: 22:48:57 time: 0.1376 data_time: 0.0014 memory: 4390 loss: 3.4476 2022/12/07 02:49:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:49:58 - mmengine - INFO - Epoch(train) [80][3700/5005] lr: 6.5646e-02 eta: 22:48:43 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.4709 2022/12/07 02:50:12 - mmengine - INFO - Epoch(train) [80][3800/5005] lr: 6.5631e-02 eta: 22:48:30 time: 0.1371 data_time: 0.0014 memory: 4390 loss: 3.4886 2022/12/07 02:50:26 - mmengine - INFO - Epoch(train) [80][3900/5005] lr: 6.5616e-02 eta: 22:48:16 time: 0.1366 data_time: 0.0015 memory: 4390 loss: 3.3636 2022/12/07 02:50:40 - mmengine - INFO - Epoch(train) [80][4000/5005] lr: 6.5601e-02 eta: 22:48:03 time: 0.1379 data_time: 0.0019 memory: 4390 loss: 3.7022 2022/12/07 02:50:53 - mmengine - INFO - Epoch(train) [80][4100/5005] lr: 6.5586e-02 eta: 22:47:49 time: 0.1360 data_time: 0.0014 memory: 4390 loss: 3.2308 2022/12/07 02:51:07 - mmengine - INFO - Epoch(train) [80][4200/5005] lr: 6.5571e-02 eta: 22:47:36 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.1651 2022/12/07 02:51:21 - mmengine - INFO - Epoch(train) [80][4300/5005] lr: 6.5556e-02 eta: 22:47:22 time: 0.1381 data_time: 0.0015 memory: 4390 loss: 3.2572 2022/12/07 02:51:35 - mmengine - INFO - Epoch(train) [80][4400/5005] lr: 6.5541e-02 eta: 22:47:09 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.1205 2022/12/07 02:51:48 - mmengine - INFO - Epoch(train) [80][4500/5005] lr: 6.5526e-02 eta: 22:46:55 time: 0.1365 data_time: 0.0014 memory: 4390 loss: 2.8802 2022/12/07 02:52:02 - mmengine - INFO - Epoch(train) [80][4600/5005] lr: 6.5511e-02 eta: 22:46:42 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.3230 2022/12/07 02:52:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:52:16 - mmengine - INFO - Epoch(train) [80][4700/5005] lr: 6.5497e-02 eta: 22:46:28 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.1722 2022/12/07 02:52:30 - mmengine - INFO - Epoch(train) [80][4800/5005] lr: 6.5482e-02 eta: 22:46:15 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.1130 2022/12/07 02:52:44 - mmengine - INFO - Epoch(train) [80][4900/5005] lr: 6.5467e-02 eta: 22:46:01 time: 0.1364 data_time: 0.0015 memory: 4390 loss: 3.0948 2022/12/07 02:52:57 - mmengine - INFO - Epoch(train) [80][5000/5005] lr: 6.5452e-02 eta: 22:45:48 time: 0.1445 data_time: 0.0024 memory: 4390 loss: 3.3914 2022/12/07 02:52:58 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:52:58 - mmengine - INFO - Saving checkpoint at 80 epochs 2022/12/07 02:53:09 - mmengine - INFO - Epoch(val) [80][100/196] eta: 0:00:08 time: 0.0789 data_time: 0.0482 memory: 4390 2022/12/07 02:53:28 - mmengine - INFO - Epoch(val) [80][196/196] accuracy/top1: 65.9040 accuracy/top5: 87.5260 2022/12/07 02:53:43 - mmengine - INFO - Epoch(train) [81][ 100/5005] lr: 6.5436e-02 eta: 22:45:34 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.7505 2022/12/07 02:53:57 - mmengine - INFO - Epoch(train) [81][ 200/5005] lr: 6.5421e-02 eta: 22:45:21 time: 0.1450 data_time: 0.0015 memory: 4390 loss: 3.2072 2022/12/07 02:54:11 - mmengine - INFO - Epoch(train) [81][ 300/5005] lr: 6.5406e-02 eta: 22:45:08 time: 0.1386 data_time: 0.0016 memory: 4390 loss: 3.3984 2022/12/07 02:54:24 - mmengine - INFO - Epoch(train) [81][ 400/5005] lr: 6.5391e-02 eta: 22:44:54 time: 0.1375 data_time: 0.0015 memory: 4390 loss: 3.1286 2022/12/07 02:54:38 - mmengine - INFO - Epoch(train) [81][ 500/5005] lr: 6.5376e-02 eta: 22:44:41 time: 0.1408 data_time: 0.0015 memory: 4390 loss: 3.2714 2022/12/07 02:54:52 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:54:52 - mmengine - INFO - Epoch(train) [81][ 600/5005] lr: 6.5361e-02 eta: 22:44:28 time: 0.1385 data_time: 0.0014 memory: 4390 loss: 3.4914 2022/12/07 02:55:06 - mmengine - INFO - Epoch(train) [81][ 700/5005] lr: 6.5346e-02 eta: 22:44:14 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.1442 2022/12/07 02:55:20 - mmengine - INFO - Epoch(train) [81][ 800/5005] lr: 6.5332e-02 eta: 22:44:01 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.2620 2022/12/07 02:55:34 - mmengine - INFO - Epoch(train) [81][ 900/5005] lr: 6.5317e-02 eta: 22:43:47 time: 0.1364 data_time: 0.0014 memory: 4390 loss: 3.3434 2022/12/07 02:55:47 - mmengine - INFO - Epoch(train) [81][1000/5005] lr: 6.5302e-02 eta: 22:43:34 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.4785 2022/12/07 02:56:02 - mmengine - INFO - Epoch(train) [81][1100/5005] lr: 6.5287e-02 eta: 22:43:21 time: 0.1364 data_time: 0.0016 memory: 4390 loss: 3.3667 2022/12/07 02:56:15 - mmengine - INFO - Epoch(train) [81][1200/5005] lr: 6.5272e-02 eta: 22:43:07 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.4632 2022/12/07 02:56:29 - mmengine - INFO - Epoch(train) [81][1300/5005] lr: 6.5257e-02 eta: 22:42:54 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.2111 2022/12/07 02:56:43 - mmengine - INFO - Epoch(train) [81][1400/5005] lr: 6.5242e-02 eta: 22:42:40 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.4053 2022/12/07 02:56:57 - mmengine - INFO - Epoch(train) [81][1500/5005] lr: 6.5227e-02 eta: 22:42:27 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.5211 2022/12/07 02:57:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:57:11 - mmengine - INFO - Epoch(train) [81][1600/5005] lr: 6.5212e-02 eta: 22:42:13 time: 0.1381 data_time: 0.0015 memory: 4390 loss: 2.9824 2022/12/07 02:57:24 - mmengine - INFO - Epoch(train) [81][1700/5005] lr: 6.5197e-02 eta: 22:42:00 time: 0.1368 data_time: 0.0015 memory: 4390 loss: 3.7341 2022/12/07 02:57:38 - mmengine - INFO - Epoch(train) [81][1800/5005] lr: 6.5182e-02 eta: 22:41:46 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 3.3608 2022/12/07 02:57:52 - mmengine - INFO - Epoch(train) [81][1900/5005] lr: 6.5167e-02 eta: 22:41:32 time: 0.1367 data_time: 0.0017 memory: 4390 loss: 3.5345 2022/12/07 02:58:06 - mmengine - INFO - Epoch(train) [81][2000/5005] lr: 6.5152e-02 eta: 22:41:19 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.5941 2022/12/07 02:58:19 - mmengine - INFO - Epoch(train) [81][2100/5005] lr: 6.5137e-02 eta: 22:41:05 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 3.4044 2022/12/07 02:58:33 - mmengine - INFO - Epoch(train) [81][2200/5005] lr: 6.5122e-02 eta: 22:40:52 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.4032 2022/12/07 02:58:47 - mmengine - INFO - Epoch(train) [81][2300/5005] lr: 6.5107e-02 eta: 22:40:38 time: 0.1375 data_time: 0.0015 memory: 4390 loss: 3.1094 2022/12/07 02:59:01 - mmengine - INFO - Epoch(train) [81][2400/5005] lr: 6.5092e-02 eta: 22:40:25 time: 0.1379 data_time: 0.0018 memory: 4390 loss: 3.2641 2022/12/07 02:59:15 - mmengine - INFO - Epoch(train) [81][2500/5005] lr: 6.5077e-02 eta: 22:40:12 time: 0.1427 data_time: 0.0015 memory: 4390 loss: 3.1171 2022/12/07 02:59:29 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 02:59:29 - mmengine - INFO - Epoch(train) [81][2600/5005] lr: 6.5062e-02 eta: 22:39:58 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.1166 2022/12/07 02:59:43 - mmengine - INFO - Epoch(train) [81][2700/5005] lr: 6.5047e-02 eta: 22:39:45 time: 0.1382 data_time: 0.0015 memory: 4390 loss: 3.5463 2022/12/07 02:59:56 - mmengine - INFO - Epoch(train) [81][2800/5005] lr: 6.5033e-02 eta: 22:39:31 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.3902 2022/12/07 03:00:10 - mmengine - INFO - Epoch(train) [81][2900/5005] lr: 6.5018e-02 eta: 22:39:18 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 3.6227 2022/12/07 03:00:24 - mmengine - INFO - Epoch(train) [81][3000/5005] lr: 6.5003e-02 eta: 22:39:04 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 3.2982 2022/12/07 03:00:38 - mmengine - INFO - Epoch(train) [81][3100/5005] lr: 6.4988e-02 eta: 22:38:50 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.4806 2022/12/07 03:00:52 - mmengine - INFO - Epoch(train) [81][3200/5005] lr: 6.4973e-02 eta: 22:38:37 time: 0.1412 data_time: 0.0016 memory: 4390 loss: 3.6925 2022/12/07 03:01:06 - mmengine - INFO - Epoch(train) [81][3300/5005] lr: 6.4958e-02 eta: 22:38:24 time: 0.1385 data_time: 0.0015 memory: 4390 loss: 3.3813 2022/12/07 03:01:19 - mmengine - INFO - Epoch(train) [81][3400/5005] lr: 6.4943e-02 eta: 22:38:10 time: 0.1423 data_time: 0.0014 memory: 4390 loss: 3.4227 2022/12/07 03:01:33 - mmengine - INFO - Epoch(train) [81][3500/5005] lr: 6.4928e-02 eta: 22:37:57 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.4485 2022/12/07 03:01:47 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:01:47 - mmengine - INFO - Epoch(train) [81][3600/5005] lr: 6.4913e-02 eta: 22:37:44 time: 0.1382 data_time: 0.0016 memory: 4390 loss: 3.1648 2022/12/07 03:02:01 - mmengine - INFO - Epoch(train) [81][3700/5005] lr: 6.4898e-02 eta: 22:37:31 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.5945 2022/12/07 03:02:15 - mmengine - INFO - Epoch(train) [81][3800/5005] lr: 6.4883e-02 eta: 22:37:18 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.7492 2022/12/07 03:02:29 - mmengine - INFO - Epoch(train) [81][3900/5005] lr: 6.4868e-02 eta: 22:37:04 time: 0.1376 data_time: 0.0014 memory: 4390 loss: 3.4291 2022/12/07 03:02:43 - mmengine - INFO - Epoch(train) [81][4000/5005] lr: 6.4853e-02 eta: 22:36:51 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.3953 2022/12/07 03:02:57 - mmengine - INFO - Epoch(train) [81][4100/5005] lr: 6.4838e-02 eta: 22:36:37 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.3652 2022/12/07 03:03:11 - mmengine - INFO - Epoch(train) [81][4200/5005] lr: 6.4823e-02 eta: 22:36:24 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.2031 2022/12/07 03:03:24 - mmengine - INFO - Epoch(train) [81][4300/5005] lr: 6.4808e-02 eta: 22:36:10 time: 0.1372 data_time: 0.0019 memory: 4390 loss: 3.5805 2022/12/07 03:03:38 - mmengine - INFO - Epoch(train) [81][4400/5005] lr: 6.4793e-02 eta: 22:35:57 time: 0.1366 data_time: 0.0014 memory: 4390 loss: 3.4421 2022/12/07 03:03:52 - mmengine - INFO - Epoch(train) [81][4500/5005] lr: 6.4778e-02 eta: 22:35:43 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.2401 2022/12/07 03:04:06 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:04:06 - mmengine - INFO - Epoch(train) [81][4600/5005] lr: 6.4763e-02 eta: 22:35:30 time: 0.1382 data_time: 0.0015 memory: 4390 loss: 3.1004 2022/12/07 03:04:20 - mmengine - INFO - Epoch(train) [81][4700/5005] lr: 6.4748e-02 eta: 22:35:17 time: 0.1381 data_time: 0.0014 memory: 4390 loss: 3.1456 2022/12/07 03:04:34 - mmengine - INFO - Epoch(train) [81][4800/5005] lr: 6.4733e-02 eta: 22:35:03 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 2.9254 2022/12/07 03:04:48 - mmengine - INFO - Epoch(train) [81][4900/5005] lr: 6.4718e-02 eta: 22:34:50 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.2003 2022/12/07 03:05:02 - mmengine - INFO - Epoch(train) [81][5000/5005] lr: 6.4703e-02 eta: 22:34:36 time: 0.1380 data_time: 0.0024 memory: 4390 loss: 3.5479 2022/12/07 03:05:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:05:02 - mmengine - INFO - Saving checkpoint at 81 epochs 2022/12/07 03:05:13 - mmengine - INFO - Epoch(val) [81][100/196] eta: 0:00:08 time: 0.0862 data_time: 0.0537 memory: 4390 2022/12/07 03:05:34 - mmengine - INFO - Epoch(val) [81][196/196] accuracy/top1: 66.1240 accuracy/top5: 87.5800 2022/12/07 03:05:49 - mmengine - INFO - Epoch(train) [82][ 100/5005] lr: 6.4687e-02 eta: 22:34:23 time: 0.1379 data_time: 0.0021 memory: 4391 loss: 3.4210 2022/12/07 03:06:03 - mmengine - INFO - Epoch(train) [82][ 200/5005] lr: 6.4672e-02 eta: 22:34:10 time: 0.1369 data_time: 0.0016 memory: 4390 loss: 3.8127 2022/12/07 03:06:16 - mmengine - INFO - Epoch(train) [82][ 300/5005] lr: 6.4657e-02 eta: 22:33:57 time: 0.1368 data_time: 0.0017 memory: 4390 loss: 3.0690 2022/12/07 03:06:30 - mmengine - INFO - Epoch(train) [82][ 400/5005] lr: 6.4642e-02 eta: 22:33:43 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.4905 2022/12/07 03:06:44 - mmengine - INFO - Epoch(train) [82][ 500/5005] lr: 6.4627e-02 eta: 22:33:30 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 3.9116 2022/12/07 03:06:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:06:58 - mmengine - INFO - Epoch(train) [82][ 600/5005] lr: 6.4612e-02 eta: 22:33:16 time: 0.1368 data_time: 0.0016 memory: 4390 loss: 3.8744 2022/12/07 03:07:12 - mmengine - INFO - Epoch(train) [82][ 700/5005] lr: 6.4597e-02 eta: 22:33:02 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 2.8995 2022/12/07 03:07:25 - mmengine - INFO - Epoch(train) [82][ 800/5005] lr: 6.4582e-02 eta: 22:32:49 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.1297 2022/12/07 03:07:39 - mmengine - INFO - Epoch(train) [82][ 900/5005] lr: 6.4567e-02 eta: 22:32:35 time: 0.1366 data_time: 0.0015 memory: 4390 loss: 3.4214 2022/12/07 03:07:53 - mmengine - INFO - Epoch(train) [82][1000/5005] lr: 6.4552e-02 eta: 22:32:22 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.3946 2022/12/07 03:08:07 - mmengine - INFO - Epoch(train) [82][1100/5005] lr: 6.4537e-02 eta: 22:32:09 time: 0.1487 data_time: 0.0014 memory: 4390 loss: 3.2464 2022/12/07 03:08:21 - mmengine - INFO - Epoch(train) [82][1200/5005] lr: 6.4522e-02 eta: 22:31:55 time: 0.1374 data_time: 0.0014 memory: 4390 loss: 3.6319 2022/12/07 03:08:35 - mmengine - INFO - Epoch(train) [82][1300/5005] lr: 6.4507e-02 eta: 22:31:42 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.4393 2022/12/07 03:08:48 - mmengine - INFO - Epoch(train) [82][1400/5005] lr: 6.4492e-02 eta: 22:31:28 time: 0.1378 data_time: 0.0015 memory: 4390 loss: 2.8603 2022/12/07 03:09:02 - mmengine - INFO - Epoch(train) [82][1500/5005] lr: 6.4477e-02 eta: 22:31:15 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 3.0101 2022/12/07 03:09:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:09:16 - mmengine - INFO - Epoch(train) [82][1600/5005] lr: 6.4462e-02 eta: 22:31:01 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.0948 2022/12/07 03:09:30 - mmengine - INFO - Epoch(train) [82][1700/5005] lr: 6.4447e-02 eta: 22:30:48 time: 0.1440 data_time: 0.0017 memory: 4390 loss: 3.4670 2022/12/07 03:09:44 - mmengine - INFO - Epoch(train) [82][1800/5005] lr: 6.4432e-02 eta: 22:30:35 time: 0.1371 data_time: 0.0014 memory: 4390 loss: 3.0392 2022/12/07 03:09:58 - mmengine - INFO - Epoch(train) [82][1900/5005] lr: 6.4417e-02 eta: 22:30:21 time: 0.1380 data_time: 0.0016 memory: 4390 loss: 3.6015 2022/12/07 03:10:12 - mmengine - INFO - Epoch(train) [82][2000/5005] lr: 6.4402e-02 eta: 22:30:08 time: 0.1377 data_time: 0.0014 memory: 4390 loss: 3.5257 2022/12/07 03:10:26 - mmengine - INFO - Epoch(train) [82][2100/5005] lr: 6.4387e-02 eta: 22:29:54 time: 0.1381 data_time: 0.0016 memory: 4390 loss: 2.9100 2022/12/07 03:10:40 - mmengine - INFO - Epoch(train) [82][2200/5005] lr: 6.4372e-02 eta: 22:29:41 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.3066 2022/12/07 03:10:53 - mmengine - INFO - Epoch(train) [82][2300/5005] lr: 6.4357e-02 eta: 22:29:27 time: 0.1362 data_time: 0.0014 memory: 4390 loss: 3.7926 2022/12/07 03:11:07 - mmengine - INFO - Epoch(train) [82][2400/5005] lr: 6.4342e-02 eta: 22:29:14 time: 0.1380 data_time: 0.0015 memory: 4390 loss: 3.5428 2022/12/07 03:11:21 - mmengine - INFO - Epoch(train) [82][2500/5005] lr: 6.4327e-02 eta: 22:29:01 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.1044 2022/12/07 03:11:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:11:35 - mmengine - INFO - Epoch(train) [82][2600/5005] lr: 6.4312e-02 eta: 22:28:47 time: 0.1368 data_time: 0.0015 memory: 4390 loss: 3.9825 2022/12/07 03:11:49 - mmengine - INFO - Epoch(train) [82][2700/5005] lr: 6.4297e-02 eta: 22:28:34 time: 0.1375 data_time: 0.0015 memory: 4390 loss: 3.2375 2022/12/07 03:12:03 - mmengine - INFO - Epoch(train) [82][2800/5005] lr: 6.4282e-02 eta: 22:28:20 time: 0.1370 data_time: 0.0019 memory: 4390 loss: 3.6948 2022/12/07 03:12:16 - mmengine - INFO - Epoch(train) [82][2900/5005] lr: 6.4267e-02 eta: 22:28:07 time: 0.1366 data_time: 0.0018 memory: 4390 loss: 3.5129 2022/12/07 03:12:30 - mmengine - INFO - Epoch(train) [82][3000/5005] lr: 6.4252e-02 eta: 22:27:53 time: 0.1366 data_time: 0.0014 memory: 4390 loss: 3.2044 2022/12/07 03:12:44 - mmengine - INFO - Epoch(train) [82][3100/5005] lr: 6.4237e-02 eta: 22:27:40 time: 0.1381 data_time: 0.0015 memory: 4390 loss: 3.1523 2022/12/07 03:12:58 - mmengine - INFO - Epoch(train) [82][3200/5005] lr: 6.4221e-02 eta: 22:27:27 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.0948 2022/12/07 03:13:12 - mmengine - INFO - Epoch(train) [82][3300/5005] lr: 6.4206e-02 eta: 22:27:13 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.4178 2022/12/07 03:13:26 - mmengine - INFO - Epoch(train) [82][3400/5005] lr: 6.4191e-02 eta: 22:27:00 time: 0.1393 data_time: 0.0015 memory: 4390 loss: 3.2668 2022/12/07 03:13:40 - mmengine - INFO - Epoch(train) [82][3500/5005] lr: 6.4176e-02 eta: 22:26:47 time: 0.1401 data_time: 0.0015 memory: 4390 loss: 3.1048 2022/12/07 03:13:53 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:13:54 - mmengine - INFO - Epoch(train) [82][3600/5005] lr: 6.4161e-02 eta: 22:26:33 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.6513 2022/12/07 03:14:08 - mmengine - INFO - Epoch(train) [82][3700/5005] lr: 6.4146e-02 eta: 22:26:20 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.1808 2022/12/07 03:14:21 - mmengine - INFO - Epoch(train) [82][3800/5005] lr: 6.4131e-02 eta: 22:26:06 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.2338 2022/12/07 03:14:35 - mmengine - INFO - Epoch(train) [82][3900/5005] lr: 6.4116e-02 eta: 22:25:53 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 2.8279 2022/12/07 03:14:49 - mmengine - INFO - Epoch(train) [82][4000/5005] lr: 6.4101e-02 eta: 22:25:39 time: 0.1379 data_time: 0.0022 memory: 4390 loss: 3.0667 2022/12/07 03:15:03 - mmengine - INFO - Epoch(train) [82][4100/5005] lr: 6.4086e-02 eta: 22:25:25 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.8499 2022/12/07 03:15:17 - mmengine - INFO - Epoch(train) [82][4200/5005] lr: 6.4071e-02 eta: 22:25:12 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 3.2951 2022/12/07 03:15:30 - mmengine - INFO - Epoch(train) [82][4300/5005] lr: 6.4056e-02 eta: 22:24:58 time: 0.1364 data_time: 0.0015 memory: 4390 loss: 3.5418 2022/12/07 03:15:44 - mmengine - INFO - Epoch(train) [82][4400/5005] lr: 6.4041e-02 eta: 22:24:45 time: 0.1363 data_time: 0.0014 memory: 4390 loss: 3.2275 2022/12/07 03:15:58 - mmengine - INFO - Epoch(train) [82][4500/5005] lr: 6.4026e-02 eta: 22:24:31 time: 0.1387 data_time: 0.0016 memory: 4390 loss: 3.3020 2022/12/07 03:16:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:16:12 - mmengine - INFO - Epoch(train) [82][4600/5005] lr: 6.4011e-02 eta: 22:24:18 time: 0.1378 data_time: 0.0020 memory: 4390 loss: 3.5514 2022/12/07 03:16:26 - mmengine - INFO - Epoch(train) [82][4700/5005] lr: 6.3996e-02 eta: 22:24:04 time: 0.1378 data_time: 0.0019 memory: 4390 loss: 3.6962 2022/12/07 03:16:39 - mmengine - INFO - Epoch(train) [82][4800/5005] lr: 6.3981e-02 eta: 22:23:51 time: 0.1371 data_time: 0.0020 memory: 4390 loss: 3.2319 2022/12/07 03:16:53 - mmengine - INFO - Epoch(train) [82][4900/5005] lr: 6.3966e-02 eta: 22:23:38 time: 0.1368 data_time: 0.0019 memory: 4390 loss: 3.2515 2022/12/07 03:17:07 - mmengine - INFO - Epoch(train) [82][5000/5005] lr: 6.3950e-02 eta: 22:23:24 time: 0.1379 data_time: 0.0028 memory: 4390 loss: 2.9858 2022/12/07 03:17:08 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:17:08 - mmengine - INFO - Saving checkpoint at 82 epochs 2022/12/07 03:17:18 - mmengine - INFO - Epoch(val) [82][100/196] eta: 0:00:08 time: 0.0818 data_time: 0.0483 memory: 4390 2022/12/07 03:17:37 - mmengine - INFO - Epoch(val) [82][196/196] accuracy/top1: 65.5240 accuracy/top5: 87.2980 2022/12/07 03:17:52 - mmengine - INFO - Epoch(train) [83][ 100/5005] lr: 6.3935e-02 eta: 22:23:11 time: 0.1368 data_time: 0.0015 memory: 4390 loss: 3.1816 2022/12/07 03:18:06 - mmengine - INFO - Epoch(train) [83][ 200/5005] lr: 6.3920e-02 eta: 22:22:57 time: 0.1366 data_time: 0.0017 memory: 4390 loss: 3.0953 2022/12/07 03:18:20 - mmengine - INFO - Epoch(train) [83][ 300/5005] lr: 6.3904e-02 eta: 22:22:44 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 2.7598 2022/12/07 03:18:34 - mmengine - INFO - Epoch(train) [83][ 400/5005] lr: 6.3889e-02 eta: 22:22:30 time: 0.1384 data_time: 0.0015 memory: 4390 loss: 2.8314 2022/12/07 03:18:47 - mmengine - INFO - Epoch(train) [83][ 500/5005] lr: 6.3874e-02 eta: 22:22:17 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.7374 2022/12/07 03:19:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:19:01 - mmengine - INFO - Epoch(train) [83][ 600/5005] lr: 6.3859e-02 eta: 22:22:03 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 2.8267 2022/12/07 03:19:15 - mmengine - INFO - Epoch(train) [83][ 700/5005] lr: 6.3844e-02 eta: 22:21:50 time: 0.1376 data_time: 0.0018 memory: 4390 loss: 3.1957 2022/12/07 03:19:29 - mmengine - INFO - Epoch(train) [83][ 800/5005] lr: 6.3829e-02 eta: 22:21:37 time: 0.1383 data_time: 0.0016 memory: 4390 loss: 3.5145 2022/12/07 03:19:43 - mmengine - INFO - Epoch(train) [83][ 900/5005] lr: 6.3814e-02 eta: 22:21:23 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.1010 2022/12/07 03:19:57 - mmengine - INFO - Epoch(train) [83][1000/5005] lr: 6.3799e-02 eta: 22:21:10 time: 0.1379 data_time: 0.0015 memory: 4390 loss: 3.4739 2022/12/07 03:20:10 - mmengine - INFO - Epoch(train) [83][1100/5005] lr: 6.3784e-02 eta: 22:20:56 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.5055 2022/12/07 03:20:24 - mmengine - INFO - Epoch(train) [83][1200/5005] lr: 6.3769e-02 eta: 22:20:43 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.3303 2022/12/07 03:20:38 - mmengine - INFO - Epoch(train) [83][1300/5005] lr: 6.3754e-02 eta: 22:20:29 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.3590 2022/12/07 03:20:52 - mmengine - INFO - Epoch(train) [83][1400/5005] lr: 6.3739e-02 eta: 22:20:16 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.0294 2022/12/07 03:21:06 - mmengine - INFO - Epoch(train) [83][1500/5005] lr: 6.3724e-02 eta: 22:20:02 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.1564 2022/12/07 03:21:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:21:20 - mmengine - INFO - Epoch(train) [83][1600/5005] lr: 6.3708e-02 eta: 22:19:49 time: 0.1385 data_time: 0.0016 memory: 4390 loss: 3.2250 2022/12/07 03:21:34 - mmengine - INFO - Epoch(train) [83][1700/5005] lr: 6.3693e-02 eta: 22:19:35 time: 0.1371 data_time: 0.0016 memory: 4390 loss: 3.3475 2022/12/07 03:21:48 - mmengine - INFO - Epoch(train) [83][1800/5005] lr: 6.3678e-02 eta: 22:19:22 time: 0.1378 data_time: 0.0019 memory: 4390 loss: 3.3021 2022/12/07 03:22:02 - mmengine - INFO - Epoch(train) [83][1900/5005] lr: 6.3663e-02 eta: 22:19:09 time: 0.1374 data_time: 0.0020 memory: 4390 loss: 3.2199 2022/12/07 03:22:15 - mmengine - INFO - Epoch(train) [83][2000/5005] lr: 6.3648e-02 eta: 22:18:55 time: 0.1386 data_time: 0.0016 memory: 4390 loss: 2.9801 2022/12/07 03:22:29 - mmengine - INFO - Epoch(train) [83][2100/5005] lr: 6.3633e-02 eta: 22:18:42 time: 0.1369 data_time: 0.0017 memory: 4390 loss: 3.4222 2022/12/07 03:22:43 - mmengine - INFO - Epoch(train) [83][2200/5005] lr: 6.3618e-02 eta: 22:18:29 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.0993 2022/12/07 03:22:57 - mmengine - INFO - Epoch(train) [83][2300/5005] lr: 6.3603e-02 eta: 22:18:15 time: 0.1386 data_time: 0.0020 memory: 4390 loss: 3.3142 2022/12/07 03:23:11 - mmengine - INFO - Epoch(train) [83][2400/5005] lr: 6.3588e-02 eta: 22:18:02 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.5910 2022/12/07 03:23:25 - mmengine - INFO - Epoch(train) [83][2500/5005] lr: 6.3573e-02 eta: 22:17:49 time: 0.1387 data_time: 0.0017 memory: 4390 loss: 3.2563 2022/12/07 03:23:38 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:23:39 - mmengine - INFO - Epoch(train) [83][2600/5005] lr: 6.3557e-02 eta: 22:17:35 time: 0.1380 data_time: 0.0016 memory: 4390 loss: 3.2227 2022/12/07 03:23:53 - mmengine - INFO - Epoch(train) [83][2700/5005] lr: 6.3542e-02 eta: 22:17:22 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.4249 2022/12/07 03:24:07 - mmengine - INFO - Epoch(train) [83][2800/5005] lr: 6.3527e-02 eta: 22:17:08 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.3365 2022/12/07 03:24:21 - mmengine - INFO - Epoch(train) [83][2900/5005] lr: 6.3512e-02 eta: 22:16:55 time: 0.1377 data_time: 0.0017 memory: 4390 loss: 3.4125 2022/12/07 03:24:34 - mmengine - INFO - Epoch(train) [83][3000/5005] lr: 6.3497e-02 eta: 22:16:41 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 3.0961 2022/12/07 03:24:48 - mmengine - INFO - Epoch(train) [83][3100/5005] lr: 6.3482e-02 eta: 22:16:28 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 4.1173 2022/12/07 03:25:02 - mmengine - INFO - Epoch(train) [83][3200/5005] lr: 6.3467e-02 eta: 22:16:14 time: 0.1379 data_time: 0.0016 memory: 4390 loss: 3.6977 2022/12/07 03:25:16 - mmengine - INFO - Epoch(train) [83][3300/5005] lr: 6.3452e-02 eta: 22:16:01 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 3.0187 2022/12/07 03:25:30 - mmengine - INFO - Epoch(train) [83][3400/5005] lr: 6.3437e-02 eta: 22:15:47 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.6049 2022/12/07 03:25:44 - mmengine - INFO - Epoch(train) [83][3500/5005] lr: 6.3421e-02 eta: 22:15:34 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.1503 2022/12/07 03:25:56 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:25:57 - mmengine - INFO - Epoch(train) [83][3600/5005] lr: 6.3406e-02 eta: 22:15:20 time: 0.1386 data_time: 0.0017 memory: 4390 loss: 3.3954 2022/12/07 03:26:11 - mmengine - INFO - Epoch(train) [83][3700/5005] lr: 6.3391e-02 eta: 22:15:07 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.6933 2022/12/07 03:26:25 - mmengine - INFO - Epoch(train) [83][3800/5005] lr: 6.3376e-02 eta: 22:14:54 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.5113 2022/12/07 03:26:39 - mmengine - INFO - Epoch(train) [83][3900/5005] lr: 6.3361e-02 eta: 22:14:40 time: 0.1368 data_time: 0.0015 memory: 4390 loss: 3.8220 2022/12/07 03:26:53 - mmengine - INFO - Epoch(train) [83][4000/5005] lr: 6.3346e-02 eta: 22:14:26 time: 0.1391 data_time: 0.0017 memory: 4390 loss: 3.4916 2022/12/07 03:27:07 - mmengine - INFO - Epoch(train) [83][4100/5005] lr: 6.3331e-02 eta: 22:14:13 time: 0.1369 data_time: 0.0019 memory: 4390 loss: 3.2555 2022/12/07 03:27:20 - mmengine - INFO - Epoch(train) [83][4200/5005] lr: 6.3316e-02 eta: 22:13:59 time: 0.1372 data_time: 0.0019 memory: 4390 loss: 3.3358 2022/12/07 03:27:34 - mmengine - INFO - Epoch(train) [83][4300/5005] lr: 6.3300e-02 eta: 22:13:46 time: 0.1371 data_time: 0.0020 memory: 4390 loss: 3.2271 2022/12/07 03:27:48 - mmengine - INFO - Epoch(train) [83][4400/5005] lr: 6.3285e-02 eta: 22:13:33 time: 0.1371 data_time: 0.0016 memory: 4390 loss: 4.0865 2022/12/07 03:28:02 - mmengine - INFO - Epoch(train) [83][4500/5005] lr: 6.3270e-02 eta: 22:13:19 time: 0.1437 data_time: 0.0016 memory: 4390 loss: 3.4945 2022/12/07 03:28:14 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:28:16 - mmengine - INFO - Epoch(train) [83][4600/5005] lr: 6.3255e-02 eta: 22:13:06 time: 0.1456 data_time: 0.0019 memory: 4390 loss: 3.2764 2022/12/07 03:28:30 - mmengine - INFO - Epoch(train) [83][4700/5005] lr: 6.3240e-02 eta: 22:12:52 time: 0.1369 data_time: 0.0016 memory: 4390 loss: 3.2336 2022/12/07 03:28:43 - mmengine - INFO - Epoch(train) [83][4800/5005] lr: 6.3225e-02 eta: 22:12:39 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 2.9976 2022/12/07 03:28:57 - mmengine - INFO - Epoch(train) [83][4900/5005] lr: 6.3210e-02 eta: 22:12:25 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 2.9972 2022/12/07 03:29:11 - mmengine - INFO - Epoch(train) [83][5000/5005] lr: 6.3195e-02 eta: 22:12:11 time: 0.1401 data_time: 0.0024 memory: 4390 loss: 3.6607 2022/12/07 03:29:12 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:29:12 - mmengine - INFO - Saving checkpoint at 83 epochs 2022/12/07 03:29:23 - mmengine - INFO - Epoch(val) [83][100/196] eta: 0:00:08 time: 0.0835 data_time: 0.0501 memory: 4390 2022/12/07 03:29:42 - mmengine - INFO - Epoch(val) [83][196/196] accuracy/top1: 65.8280 accuracy/top5: 87.3980 2022/12/07 03:29:57 - mmengine - INFO - Epoch(train) [84][ 100/5005] lr: 6.3179e-02 eta: 22:11:58 time: 0.1376 data_time: 0.0017 memory: 4390 loss: 3.1488 2022/12/07 03:30:10 - mmengine - INFO - Epoch(train) [84][ 200/5005] lr: 6.3164e-02 eta: 22:11:45 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.4372 2022/12/07 03:30:24 - mmengine - INFO - Epoch(train) [84][ 300/5005] lr: 6.3148e-02 eta: 22:11:31 time: 0.1384 data_time: 0.0015 memory: 4390 loss: 3.6295 2022/12/07 03:30:38 - mmengine - INFO - Epoch(train) [84][ 400/5005] lr: 6.3133e-02 eta: 22:11:18 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.3009 2022/12/07 03:30:52 - mmengine - INFO - Epoch(train) [84][ 500/5005] lr: 6.3118e-02 eta: 22:11:04 time: 0.1385 data_time: 0.0016 memory: 4390 loss: 3.5339 2022/12/07 03:31:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:31:06 - mmengine - INFO - Epoch(train) [84][ 600/5005] lr: 6.3103e-02 eta: 22:10:51 time: 0.1372 data_time: 0.0014 memory: 4390 loss: 3.6613 2022/12/07 03:31:20 - mmengine - INFO - Epoch(train) [84][ 700/5005] lr: 6.3088e-02 eta: 22:10:37 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.5063 2022/12/07 03:31:33 - mmengine - INFO - Epoch(train) [84][ 800/5005] lr: 6.3073e-02 eta: 22:10:24 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.8727 2022/12/07 03:31:47 - mmengine - INFO - Epoch(train) [84][ 900/5005] lr: 6.3058e-02 eta: 22:10:10 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.0385 2022/12/07 03:32:01 - mmengine - INFO - Epoch(train) [84][1000/5005] lr: 6.3042e-02 eta: 22:09:57 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.6261 2022/12/07 03:32:15 - mmengine - INFO - Epoch(train) [84][1100/5005] lr: 6.3027e-02 eta: 22:09:43 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.4028 2022/12/07 03:32:29 - mmengine - INFO - Epoch(train) [84][1200/5005] lr: 6.3012e-02 eta: 22:09:30 time: 0.1369 data_time: 0.0014 memory: 4390 loss: 3.8482 2022/12/07 03:32:43 - mmengine - INFO - Epoch(train) [84][1300/5005] lr: 6.2997e-02 eta: 22:09:17 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 3.0414 2022/12/07 03:32:57 - mmengine - INFO - Epoch(train) [84][1400/5005] lr: 6.2982e-02 eta: 22:09:03 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.7283 2022/12/07 03:33:11 - mmengine - INFO - Epoch(train) [84][1500/5005] lr: 6.2967e-02 eta: 22:08:50 time: 0.1388 data_time: 0.0017 memory: 4390 loss: 3.3405 2022/12/07 03:33:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:33:24 - mmengine - INFO - Epoch(train) [84][1600/5005] lr: 6.2951e-02 eta: 22:08:36 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 3.3627 2022/12/07 03:33:38 - mmengine - INFO - Epoch(train) [84][1700/5005] lr: 6.2936e-02 eta: 22:08:23 time: 0.1376 data_time: 0.0017 memory: 4390 loss: 3.0139 2022/12/07 03:33:52 - mmengine - INFO - Epoch(train) [84][1800/5005] lr: 6.2921e-02 eta: 22:08:09 time: 0.1373 data_time: 0.0020 memory: 4390 loss: 3.6190 2022/12/07 03:34:06 - mmengine - INFO - Epoch(train) [84][1900/5005] lr: 6.2906e-02 eta: 22:07:56 time: 0.1373 data_time: 0.0019 memory: 4390 loss: 3.3235 2022/12/07 03:34:20 - mmengine - INFO - Epoch(train) [84][2000/5005] lr: 6.2891e-02 eta: 22:07:43 time: 0.1406 data_time: 0.0021 memory: 4390 loss: 3.1553 2022/12/07 03:34:34 - mmengine - INFO - Epoch(train) [84][2100/5005] lr: 6.2876e-02 eta: 22:07:29 time: 0.1372 data_time: 0.0022 memory: 4390 loss: 3.6184 2022/12/07 03:34:48 - mmengine - INFO - Epoch(train) [84][2200/5005] lr: 6.2860e-02 eta: 22:07:16 time: 0.1371 data_time: 0.0019 memory: 4390 loss: 3.3341 2022/12/07 03:35:01 - mmengine - INFO - Epoch(train) [84][2300/5005] lr: 6.2845e-02 eta: 22:07:02 time: 0.1375 data_time: 0.0023 memory: 4390 loss: 3.7021 2022/12/07 03:35:15 - mmengine - INFO - Epoch(train) [84][2400/5005] lr: 6.2830e-02 eta: 22:06:49 time: 0.1371 data_time: 0.0021 memory: 4390 loss: 3.2899 2022/12/07 03:35:29 - mmengine - INFO - Epoch(train) [84][2500/5005] lr: 6.2815e-02 eta: 22:06:35 time: 0.1371 data_time: 0.0020 memory: 4390 loss: 3.3372 2022/12/07 03:35:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:35:43 - mmengine - INFO - Epoch(train) [84][2600/5005] lr: 6.2800e-02 eta: 22:06:22 time: 0.1378 data_time: 0.0021 memory: 4390 loss: 3.2473 2022/12/07 03:35:57 - mmengine - INFO - Epoch(train) [84][2700/5005] lr: 6.2785e-02 eta: 22:06:08 time: 0.1372 data_time: 0.0021 memory: 4390 loss: 3.6307 2022/12/07 03:36:11 - mmengine - INFO - Epoch(train) [84][2800/5005] lr: 6.2769e-02 eta: 22:05:55 time: 0.1383 data_time: 0.0015 memory: 4390 loss: 3.1273 2022/12/07 03:36:25 - mmengine - INFO - Epoch(train) [84][2900/5005] lr: 6.2754e-02 eta: 22:05:41 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.3481 2022/12/07 03:36:39 - mmengine - INFO - Epoch(train) [84][3000/5005] lr: 6.2739e-02 eta: 22:05:28 time: 0.1377 data_time: 0.0021 memory: 4390 loss: 3.4384 2022/12/07 03:36:53 - mmengine - INFO - Epoch(train) [84][3100/5005] lr: 6.2724e-02 eta: 22:05:15 time: 0.1385 data_time: 0.0016 memory: 4390 loss: 3.2358 2022/12/07 03:37:07 - mmengine - INFO - Epoch(train) [84][3200/5005] lr: 6.2709e-02 eta: 22:05:02 time: 0.1395 data_time: 0.0016 memory: 4390 loss: 3.7950 2022/12/07 03:37:21 - mmengine - INFO - Epoch(train) [84][3300/5005] lr: 6.2694e-02 eta: 22:04:48 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.1337 2022/12/07 03:37:34 - mmengine - INFO - Epoch(train) [84][3400/5005] lr: 6.2678e-02 eta: 22:04:35 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.0121 2022/12/07 03:37:48 - mmengine - INFO - Epoch(train) [84][3500/5005] lr: 6.2663e-02 eta: 22:04:21 time: 0.1431 data_time: 0.0015 memory: 4390 loss: 3.3295 2022/12/07 03:38:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:38:02 - mmengine - INFO - Epoch(train) [84][3600/5005] lr: 6.2648e-02 eta: 22:04:08 time: 0.1370 data_time: 0.0020 memory: 4390 loss: 2.8870 2022/12/07 03:38:16 - mmengine - INFO - Epoch(train) [84][3700/5005] lr: 6.2633e-02 eta: 22:03:55 time: 0.1434 data_time: 0.0021 memory: 4390 loss: 3.0056 2022/12/07 03:38:30 - mmengine - INFO - Epoch(train) [84][3800/5005] lr: 6.2618e-02 eta: 22:03:41 time: 0.1375 data_time: 0.0021 memory: 4390 loss: 3.2949 2022/12/07 03:38:44 - mmengine - INFO - Epoch(train) [84][3900/5005] lr: 6.2603e-02 eta: 22:03:28 time: 0.1372 data_time: 0.0020 memory: 4390 loss: 3.7535 2022/12/07 03:38:58 - mmengine - INFO - Epoch(train) [84][4000/5005] lr: 6.2587e-02 eta: 22:03:14 time: 0.1370 data_time: 0.0020 memory: 4390 loss: 3.5353 2022/12/07 03:39:12 - mmengine - INFO - Epoch(train) [84][4100/5005] lr: 6.2572e-02 eta: 22:03:01 time: 0.1368 data_time: 0.0020 memory: 4390 loss: 3.4869 2022/12/07 03:39:25 - mmengine - INFO - Epoch(train) [84][4200/5005] lr: 6.2557e-02 eta: 22:02:47 time: 0.1375 data_time: 0.0021 memory: 4390 loss: 3.8953 2022/12/07 03:39:39 - mmengine - INFO - Epoch(train) [84][4300/5005] lr: 6.2542e-02 eta: 22:02:34 time: 0.1373 data_time: 0.0021 memory: 4390 loss: 2.8850 2022/12/07 03:39:53 - mmengine - INFO - Epoch(train) [84][4400/5005] lr: 6.2527e-02 eta: 22:02:20 time: 0.1372 data_time: 0.0020 memory: 4390 loss: 3.1674 2022/12/07 03:40:07 - mmengine - INFO - Epoch(train) [84][4500/5005] lr: 6.2511e-02 eta: 22:02:07 time: 0.1377 data_time: 0.0020 memory: 4390 loss: 3.4720 2022/12/07 03:40:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:40:21 - mmengine - INFO - Epoch(train) [84][4600/5005] lr: 6.2496e-02 eta: 22:01:53 time: 0.1369 data_time: 0.0021 memory: 4390 loss: 3.7011 2022/12/07 03:40:35 - mmengine - INFO - Epoch(train) [84][4700/5005] lr: 6.2481e-02 eta: 22:01:40 time: 0.1423 data_time: 0.0021 memory: 4390 loss: 3.2642 2022/12/07 03:40:49 - mmengine - INFO - Epoch(train) [84][4800/5005] lr: 6.2466e-02 eta: 22:01:26 time: 0.1374 data_time: 0.0020 memory: 4390 loss: 3.4987 2022/12/07 03:41:03 - mmengine - INFO - Epoch(train) [84][4900/5005] lr: 6.2451e-02 eta: 22:01:13 time: 0.1373 data_time: 0.0019 memory: 4390 loss: 3.6673 2022/12/07 03:41:16 - mmengine - INFO - Epoch(train) [84][5000/5005] lr: 6.2435e-02 eta: 22:00:59 time: 0.1402 data_time: 0.0025 memory: 4390 loss: 3.4166 2022/12/07 03:41:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:41:17 - mmengine - INFO - Saving checkpoint at 84 epochs 2022/12/07 03:41:28 - mmengine - INFO - Epoch(val) [84][100/196] eta: 0:00:08 time: 0.0859 data_time: 0.0541 memory: 4390 2022/12/07 03:41:48 - mmengine - INFO - Epoch(val) [84][196/196] accuracy/top1: 65.5460 accuracy/top5: 87.3720 2022/12/07 03:42:02 - mmengine - INFO - Epoch(train) [85][ 100/5005] lr: 6.2419e-02 eta: 22:00:46 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.5805 2022/12/07 03:42:16 - mmengine - INFO - Epoch(train) [85][ 200/5005] lr: 6.2404e-02 eta: 22:00:33 time: 0.1372 data_time: 0.0017 memory: 4390 loss: 3.2542 2022/12/07 03:42:30 - mmengine - INFO - Epoch(train) [85][ 300/5005] lr: 6.2389e-02 eta: 22:00:19 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.6139 2022/12/07 03:42:44 - mmengine - INFO - Epoch(train) [85][ 400/5005] lr: 6.2374e-02 eta: 22:00:06 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.4615 2022/12/07 03:42:58 - mmengine - INFO - Epoch(train) [85][ 500/5005] lr: 6.2359e-02 eta: 21:59:53 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.1115 2022/12/07 03:43:09 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:43:12 - mmengine - INFO - Epoch(train) [85][ 600/5005] lr: 6.2343e-02 eta: 21:59:39 time: 0.1383 data_time: 0.0016 memory: 4390 loss: 2.8724 2022/12/07 03:43:26 - mmengine - INFO - Epoch(train) [85][ 700/5005] lr: 6.2328e-02 eta: 21:59:26 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.0430 2022/12/07 03:43:40 - mmengine - INFO - Epoch(train) [85][ 800/5005] lr: 6.2313e-02 eta: 21:59:12 time: 0.1375 data_time: 0.0021 memory: 4390 loss: 3.0434 2022/12/07 03:43:53 - mmengine - INFO - Epoch(train) [85][ 900/5005] lr: 6.2298e-02 eta: 21:58:59 time: 0.1379 data_time: 0.0014 memory: 4390 loss: 3.7026 2022/12/07 03:44:07 - mmengine - INFO - Epoch(train) [85][1000/5005] lr: 6.2283e-02 eta: 21:58:46 time: 0.1381 data_time: 0.0015 memory: 4390 loss: 3.3534 2022/12/07 03:44:21 - mmengine - INFO - Epoch(train) [85][1100/5005] lr: 6.2267e-02 eta: 21:58:32 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.1880 2022/12/07 03:44:35 - mmengine - INFO - Epoch(train) [85][1200/5005] lr: 6.2252e-02 eta: 21:58:19 time: 0.1379 data_time: 0.0016 memory: 4390 loss: 3.2826 2022/12/07 03:44:49 - mmengine - INFO - Epoch(train) [85][1300/5005] lr: 6.2237e-02 eta: 21:58:06 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.5461 2022/12/07 03:45:03 - mmengine - INFO - Epoch(train) [85][1400/5005] lr: 6.2222e-02 eta: 21:57:52 time: 0.1382 data_time: 0.0015 memory: 4390 loss: 2.8214 2022/12/07 03:45:17 - mmengine - INFO - Epoch(train) [85][1500/5005] lr: 6.2207e-02 eta: 21:57:39 time: 0.1376 data_time: 0.0018 memory: 4390 loss: 3.6323 2022/12/07 03:45:28 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:45:31 - mmengine - INFO - Epoch(train) [85][1600/5005] lr: 6.2191e-02 eta: 21:57:25 time: 0.1369 data_time: 0.0019 memory: 4390 loss: 3.3119 2022/12/07 03:45:45 - mmengine - INFO - Epoch(train) [85][1700/5005] lr: 6.2176e-02 eta: 21:57:12 time: 0.1373 data_time: 0.0020 memory: 4390 loss: 3.1582 2022/12/07 03:45:58 - mmengine - INFO - Epoch(train) [85][1800/5005] lr: 6.2161e-02 eta: 21:56:58 time: 0.1368 data_time: 0.0019 memory: 4390 loss: 3.3307 2022/12/07 03:46:12 - mmengine - INFO - Epoch(train) [85][1900/5005] lr: 6.2146e-02 eta: 21:56:45 time: 0.1377 data_time: 0.0020 memory: 4390 loss: 3.6303 2022/12/07 03:46:26 - mmengine - INFO - Epoch(train) [85][2000/5005] lr: 6.2130e-02 eta: 21:56:31 time: 0.1369 data_time: 0.0020 memory: 4390 loss: 3.3994 2022/12/07 03:46:40 - mmengine - INFO - Epoch(train) [85][2100/5005] lr: 6.2115e-02 eta: 21:56:18 time: 0.1383 data_time: 0.0016 memory: 4390 loss: 3.1009 2022/12/07 03:46:54 - mmengine - INFO - Epoch(train) [85][2200/5005] lr: 6.2100e-02 eta: 21:56:04 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 3.2157 2022/12/07 03:47:08 - mmengine - INFO - Epoch(train) [85][2300/5005] lr: 6.2085e-02 eta: 21:55:51 time: 0.1377 data_time: 0.0017 memory: 4390 loss: 3.0632 2022/12/07 03:47:22 - mmengine - INFO - Epoch(train) [85][2400/5005] lr: 6.2070e-02 eta: 21:55:38 time: 0.1369 data_time: 0.0019 memory: 4390 loss: 2.8521 2022/12/07 03:47:36 - mmengine - INFO - Epoch(train) [85][2500/5005] lr: 6.2054e-02 eta: 21:55:24 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.1777 2022/12/07 03:47:47 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:47:49 - mmengine - INFO - Epoch(train) [85][2600/5005] lr: 6.2039e-02 eta: 21:55:11 time: 0.1369 data_time: 0.0016 memory: 4390 loss: 3.2341 2022/12/07 03:48:03 - mmengine - INFO - Epoch(train) [85][2700/5005] lr: 6.2024e-02 eta: 21:54:57 time: 0.1375 data_time: 0.0020 memory: 4390 loss: 3.6630 2022/12/07 03:48:17 - mmengine - INFO - Epoch(train) [85][2800/5005] lr: 6.2009e-02 eta: 21:54:44 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.0674 2022/12/07 03:48:31 - mmengine - INFO - Epoch(train) [85][2900/5005] lr: 6.1993e-02 eta: 21:54:30 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.6462 2022/12/07 03:48:45 - mmengine - INFO - Epoch(train) [85][3000/5005] lr: 6.1978e-02 eta: 21:54:17 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 3.3987 2022/12/07 03:48:59 - mmengine - INFO - Epoch(train) [85][3100/5005] lr: 6.1963e-02 eta: 21:54:04 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.1608 2022/12/07 03:49:13 - mmengine - INFO - Epoch(train) [85][3200/5005] lr: 6.1948e-02 eta: 21:53:50 time: 0.1406 data_time: 0.0016 memory: 4390 loss: 3.1361 2022/12/07 03:49:27 - mmengine - INFO - Epoch(train) [85][3300/5005] lr: 6.1932e-02 eta: 21:53:37 time: 0.1369 data_time: 0.0019 memory: 4390 loss: 2.9337 2022/12/07 03:49:41 - mmengine - INFO - Epoch(train) [85][3400/5005] lr: 6.1917e-02 eta: 21:53:23 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.2600 2022/12/07 03:49:55 - mmengine - INFO - Epoch(train) [85][3500/5005] lr: 6.1902e-02 eta: 21:53:10 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.5788 2022/12/07 03:50:06 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:50:08 - mmengine - INFO - Epoch(train) [85][3600/5005] lr: 6.1887e-02 eta: 21:52:56 time: 0.1380 data_time: 0.0020 memory: 4390 loss: 3.4934 2022/12/07 03:50:22 - mmengine - INFO - Epoch(train) [85][3700/5005] lr: 6.1871e-02 eta: 21:52:43 time: 0.1384 data_time: 0.0017 memory: 4390 loss: 3.2642 2022/12/07 03:50:36 - mmengine - INFO - Epoch(train) [85][3800/5005] lr: 6.1856e-02 eta: 21:52:29 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 3.5466 2022/12/07 03:50:50 - mmengine - INFO - Epoch(train) [85][3900/5005] lr: 6.1841e-02 eta: 21:52:16 time: 0.1368 data_time: 0.0016 memory: 4390 loss: 2.8692 2022/12/07 03:51:04 - mmengine - INFO - Epoch(train) [85][4000/5005] lr: 6.1826e-02 eta: 21:52:03 time: 0.1367 data_time: 0.0017 memory: 4390 loss: 3.0818 2022/12/07 03:51:18 - mmengine - INFO - Epoch(train) [85][4100/5005] lr: 6.1810e-02 eta: 21:51:49 time: 0.1380 data_time: 0.0021 memory: 4390 loss: 3.4074 2022/12/07 03:51:32 - mmengine - INFO - Epoch(train) [85][4200/5005] lr: 6.1795e-02 eta: 21:51:36 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.3390 2022/12/07 03:51:46 - mmengine - INFO - Epoch(train) [85][4300/5005] lr: 6.1780e-02 eta: 21:51:22 time: 0.1365 data_time: 0.0017 memory: 4390 loss: 3.2328 2022/12/07 03:51:59 - mmengine - INFO - Epoch(train) [85][4400/5005] lr: 6.1765e-02 eta: 21:51:09 time: 0.1366 data_time: 0.0016 memory: 4390 loss: 3.5942 2022/12/07 03:52:13 - mmengine - INFO - Epoch(train) [85][4500/5005] lr: 6.1749e-02 eta: 21:50:55 time: 0.1369 data_time: 0.0016 memory: 4390 loss: 3.6102 2022/12/07 03:52:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:52:27 - mmengine - INFO - Epoch(train) [85][4600/5005] lr: 6.1734e-02 eta: 21:50:42 time: 0.1365 data_time: 0.0020 memory: 4390 loss: 3.6357 2022/12/07 03:52:41 - mmengine - INFO - Epoch(train) [85][4700/5005] lr: 6.1719e-02 eta: 21:50:28 time: 0.1384 data_time: 0.0024 memory: 4390 loss: 3.2483 2022/12/07 03:52:55 - mmengine - INFO - Epoch(train) [85][4800/5005] lr: 6.1704e-02 eta: 21:50:15 time: 0.1379 data_time: 0.0021 memory: 4390 loss: 3.0907 2022/12/07 03:53:09 - mmengine - INFO - Epoch(train) [85][4900/5005] lr: 6.1688e-02 eta: 21:50:01 time: 0.1375 data_time: 0.0021 memory: 4390 loss: 2.9556 2022/12/07 03:53:23 - mmengine - INFO - Epoch(train) [85][5000/5005] lr: 6.1673e-02 eta: 21:49:48 time: 0.1388 data_time: 0.0029 memory: 4390 loss: 3.1681 2022/12/07 03:53:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:53:23 - mmengine - INFO - Saving checkpoint at 85 epochs 2022/12/07 03:53:35 - mmengine - INFO - Epoch(val) [85][100/196] eta: 0:00:08 time: 0.0887 data_time: 0.0584 memory: 4390 2022/12/07 03:53:55 - mmengine - INFO - Epoch(val) [85][196/196] accuracy/top1: 66.3140 accuracy/top5: 87.8460 2022/12/07 03:54:09 - mmengine - INFO - Epoch(train) [86][ 100/5005] lr: 6.1657e-02 eta: 21:49:35 time: 0.1372 data_time: 0.0016 memory: 4391 loss: 3.5186 2022/12/07 03:54:23 - mmengine - INFO - Epoch(train) [86][ 200/5005] lr: 6.1642e-02 eta: 21:49:21 time: 0.1371 data_time: 0.0017 memory: 4390 loss: 3.1670 2022/12/07 03:54:37 - mmengine - INFO - Epoch(train) [86][ 300/5005] lr: 6.1627e-02 eta: 21:49:08 time: 0.1371 data_time: 0.0016 memory: 4390 loss: 3.5240 2022/12/07 03:54:51 - mmengine - INFO - Epoch(train) [86][ 400/5005] lr: 6.1611e-02 eta: 21:48:54 time: 0.1369 data_time: 0.0017 memory: 4390 loss: 3.0904 2022/12/07 03:55:04 - mmengine - INFO - Epoch(train) [86][ 500/5005] lr: 6.1596e-02 eta: 21:48:41 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.4338 2022/12/07 03:55:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:55:18 - mmengine - INFO - Epoch(train) [86][ 600/5005] lr: 6.1581e-02 eta: 21:48:27 time: 0.1384 data_time: 0.0016 memory: 4390 loss: 3.1219 2022/12/07 03:55:32 - mmengine - INFO - Epoch(train) [86][ 700/5005] lr: 6.1566e-02 eta: 21:48:14 time: 0.1368 data_time: 0.0016 memory: 4390 loss: 3.5745 2022/12/07 03:55:46 - mmengine - INFO - Epoch(train) [86][ 800/5005] lr: 6.1550e-02 eta: 21:48:00 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.4443 2022/12/07 03:56:00 - mmengine - INFO - Epoch(train) [86][ 900/5005] lr: 6.1535e-02 eta: 21:47:47 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 3.3436 2022/12/07 03:56:14 - mmengine - INFO - Epoch(train) [86][1000/5005] lr: 6.1520e-02 eta: 21:47:33 time: 0.1409 data_time: 0.0018 memory: 4390 loss: 3.4212 2022/12/07 03:56:28 - mmengine - INFO - Epoch(train) [86][1100/5005] lr: 6.1505e-02 eta: 21:47:20 time: 0.1383 data_time: 0.0016 memory: 4390 loss: 3.2280 2022/12/07 03:56:41 - mmengine - INFO - Epoch(train) [86][1200/5005] lr: 6.1489e-02 eta: 21:47:06 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.6857 2022/12/07 03:56:55 - mmengine - INFO - Epoch(train) [86][1300/5005] lr: 6.1474e-02 eta: 21:46:53 time: 0.1377 data_time: 0.0017 memory: 4390 loss: 3.7700 2022/12/07 03:57:09 - mmengine - INFO - Epoch(train) [86][1400/5005] lr: 6.1459e-02 eta: 21:46:39 time: 0.1385 data_time: 0.0023 memory: 4390 loss: 3.1808 2022/12/07 03:57:23 - mmengine - INFO - Epoch(train) [86][1500/5005] lr: 6.1443e-02 eta: 21:46:26 time: 0.1366 data_time: 0.0020 memory: 4390 loss: 3.5907 2022/12/07 03:57:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:57:37 - mmengine - INFO - Epoch(train) [86][1600/5005] lr: 6.1428e-02 eta: 21:46:13 time: 0.1379 data_time: 0.0022 memory: 4390 loss: 3.0166 2022/12/07 03:57:51 - mmengine - INFO - Epoch(train) [86][1700/5005] lr: 6.1413e-02 eta: 21:45:59 time: 0.1378 data_time: 0.0023 memory: 4390 loss: 2.8606 2022/12/07 03:58:05 - mmengine - INFO - Epoch(train) [86][1800/5005] lr: 6.1398e-02 eta: 21:45:46 time: 0.1373 data_time: 0.0023 memory: 4390 loss: 3.3138 2022/12/07 03:58:19 - mmengine - INFO - Epoch(train) [86][1900/5005] lr: 6.1382e-02 eta: 21:45:32 time: 0.1369 data_time: 0.0017 memory: 4390 loss: 3.6058 2022/12/07 03:58:33 - mmengine - INFO - Epoch(train) [86][2000/5005] lr: 6.1367e-02 eta: 21:45:19 time: 0.1374 data_time: 0.0024 memory: 4390 loss: 3.7322 2022/12/07 03:58:47 - mmengine - INFO - Epoch(train) [86][2100/5005] lr: 6.1352e-02 eta: 21:45:05 time: 0.1374 data_time: 0.0021 memory: 4390 loss: 3.4066 2022/12/07 03:59:01 - mmengine - INFO - Epoch(train) [86][2200/5005] lr: 6.1336e-02 eta: 21:44:52 time: 0.1376 data_time: 0.0022 memory: 4390 loss: 3.7784 2022/12/07 03:59:15 - mmengine - INFO - Epoch(train) [86][2300/5005] lr: 6.1321e-02 eta: 21:44:39 time: 0.1370 data_time: 0.0021 memory: 4390 loss: 3.1897 2022/12/07 03:59:28 - mmengine - INFO - Epoch(train) [86][2400/5005] lr: 6.1306e-02 eta: 21:44:25 time: 0.1369 data_time: 0.0021 memory: 4390 loss: 3.5855 2022/12/07 03:59:42 - mmengine - INFO - Epoch(train) [86][2500/5005] lr: 6.1291e-02 eta: 21:44:12 time: 0.1370 data_time: 0.0020 memory: 4390 loss: 3.6861 2022/12/07 03:59:53 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 03:59:56 - mmengine - INFO - Epoch(train) [86][2600/5005] lr: 6.1275e-02 eta: 21:43:58 time: 0.1369 data_time: 0.0019 memory: 4390 loss: 3.1172 2022/12/07 04:00:10 - mmengine - INFO - Epoch(train) [86][2700/5005] lr: 6.1260e-02 eta: 21:43:45 time: 0.1383 data_time: 0.0022 memory: 4390 loss: 3.8643 2022/12/07 04:00:24 - mmengine - INFO - Epoch(train) [86][2800/5005] lr: 6.1245e-02 eta: 21:43:31 time: 0.1369 data_time: 0.0019 memory: 4390 loss: 3.2809 2022/12/07 04:00:38 - mmengine - INFO - Epoch(train) [86][2900/5005] lr: 6.1229e-02 eta: 21:43:18 time: 0.1371 data_time: 0.0022 memory: 4390 loss: 3.9339 2022/12/07 04:00:52 - mmengine - INFO - Epoch(train) [86][3000/5005] lr: 6.1214e-02 eta: 21:43:04 time: 0.1366 data_time: 0.0021 memory: 4390 loss: 3.5291 2022/12/07 04:01:05 - mmengine - INFO - Epoch(train) [86][3100/5005] lr: 6.1199e-02 eta: 21:42:51 time: 0.1365 data_time: 0.0020 memory: 4390 loss: 3.5522 2022/12/07 04:01:19 - mmengine - INFO - Epoch(train) [86][3200/5005] lr: 6.1184e-02 eta: 21:42:37 time: 0.1366 data_time: 0.0019 memory: 4390 loss: 3.4282 2022/12/07 04:01:33 - mmengine - INFO - Epoch(train) [86][3300/5005] lr: 6.1168e-02 eta: 21:42:24 time: 0.1368 data_time: 0.0022 memory: 4390 loss: 3.0379 2022/12/07 04:01:47 - mmengine - INFO - Epoch(train) [86][3400/5005] lr: 6.1153e-02 eta: 21:42:10 time: 0.1380 data_time: 0.0022 memory: 4390 loss: 3.6467 2022/12/07 04:02:01 - mmengine - INFO - Epoch(train) [86][3500/5005] lr: 6.1138e-02 eta: 21:41:57 time: 0.1365 data_time: 0.0021 memory: 4390 loss: 3.7149 2022/12/07 04:02:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:02:15 - mmengine - INFO - Epoch(train) [86][3600/5005] lr: 6.1122e-02 eta: 21:41:43 time: 0.1370 data_time: 0.0021 memory: 4390 loss: 3.5263 2022/12/07 04:02:28 - mmengine - INFO - Epoch(train) [86][3700/5005] lr: 6.1107e-02 eta: 21:41:30 time: 0.1371 data_time: 0.0021 memory: 4390 loss: 2.6979 2022/12/07 04:02:42 - mmengine - INFO - Epoch(train) [86][3800/5005] lr: 6.1092e-02 eta: 21:41:16 time: 0.1369 data_time: 0.0022 memory: 4390 loss: 3.0915 2022/12/07 04:02:56 - mmengine - INFO - Epoch(train) [86][3900/5005] lr: 6.1076e-02 eta: 21:41:03 time: 0.1373 data_time: 0.0021 memory: 4390 loss: 3.6576 2022/12/07 04:03:10 - mmengine - INFO - Epoch(train) [86][4000/5005] lr: 6.1061e-02 eta: 21:40:49 time: 0.1381 data_time: 0.0020 memory: 4390 loss: 3.1123 2022/12/07 04:03:24 - mmengine - INFO - Epoch(train) [86][4100/5005] lr: 6.1046e-02 eta: 21:40:36 time: 0.1366 data_time: 0.0021 memory: 4390 loss: 3.1424 2022/12/07 04:03:38 - mmengine - INFO - Epoch(train) [86][4200/5005] lr: 6.1031e-02 eta: 21:40:22 time: 0.1366 data_time: 0.0020 memory: 4390 loss: 2.9188 2022/12/07 04:03:52 - mmengine - INFO - Epoch(train) [86][4300/5005] lr: 6.1015e-02 eta: 21:40:09 time: 0.1366 data_time: 0.0020 memory: 4390 loss: 3.1243 2022/12/07 04:04:06 - mmengine - INFO - Epoch(train) [86][4400/5005] lr: 6.1000e-02 eta: 21:39:55 time: 0.1371 data_time: 0.0021 memory: 4390 loss: 3.3480 2022/12/07 04:04:19 - mmengine - INFO - Epoch(train) [86][4500/5005] lr: 6.0985e-02 eta: 21:39:42 time: 0.1370 data_time: 0.0021 memory: 4390 loss: 3.4420 2022/12/07 04:04:30 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:04:33 - mmengine - INFO - Epoch(train) [86][4600/5005] lr: 6.0969e-02 eta: 21:39:28 time: 0.1380 data_time: 0.0023 memory: 4390 loss: 3.7532 2022/12/07 04:04:47 - mmengine - INFO - Epoch(train) [86][4700/5005] lr: 6.0954e-02 eta: 21:39:15 time: 0.1368 data_time: 0.0021 memory: 4390 loss: 3.0084 2022/12/07 04:05:01 - mmengine - INFO - Epoch(train) [86][4800/5005] lr: 6.0939e-02 eta: 21:39:01 time: 0.1378 data_time: 0.0020 memory: 4390 loss: 3.4538 2022/12/07 04:05:15 - mmengine - INFO - Epoch(train) [86][4900/5005] lr: 6.0923e-02 eta: 21:38:48 time: 0.1379 data_time: 0.0020 memory: 4390 loss: 3.8149 2022/12/07 04:05:29 - mmengine - INFO - Epoch(train) [86][5000/5005] lr: 6.0908e-02 eta: 21:38:34 time: 0.1383 data_time: 0.0029 memory: 4390 loss: 3.7036 2022/12/07 04:05:29 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:05:29 - mmengine - INFO - Saving checkpoint at 86 epochs 2022/12/07 04:05:40 - mmengine - INFO - Epoch(val) [86][100/196] eta: 0:00:07 time: 0.0784 data_time: 0.0436 memory: 4390 2022/12/07 04:05:59 - mmengine - INFO - Epoch(val) [86][196/196] accuracy/top1: 66.1760 accuracy/top5: 87.6900 2022/12/07 04:06:14 - mmengine - INFO - Epoch(train) [87][ 100/5005] lr: 6.0892e-02 eta: 21:38:21 time: 0.1382 data_time: 0.0018 memory: 4391 loss: 3.2906 2022/12/07 04:06:28 - mmengine - INFO - Epoch(train) [87][ 200/5005] lr: 6.0877e-02 eta: 21:38:08 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.7400 2022/12/07 04:06:41 - mmengine - INFO - Epoch(train) [87][ 300/5005] lr: 6.0861e-02 eta: 21:37:54 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.3266 2022/12/07 04:06:55 - mmengine - INFO - Epoch(train) [87][ 400/5005] lr: 6.0846e-02 eta: 21:37:41 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.3021 2022/12/07 04:07:09 - mmengine - INFO - Epoch(train) [87][ 500/5005] lr: 6.0831e-02 eta: 21:37:27 time: 0.1386 data_time: 0.0017 memory: 4390 loss: 4.0068 2022/12/07 04:07:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:07:23 - mmengine - INFO - Epoch(train) [87][ 600/5005] lr: 6.0815e-02 eta: 21:37:14 time: 0.1442 data_time: 0.0015 memory: 4390 loss: 3.6472 2022/12/07 04:07:37 - mmengine - INFO - Epoch(train) [87][ 700/5005] lr: 6.0800e-02 eta: 21:37:01 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.8155 2022/12/07 04:07:51 - mmengine - INFO - Epoch(train) [87][ 800/5005] lr: 6.0785e-02 eta: 21:36:47 time: 0.1370 data_time: 0.0017 memory: 4390 loss: 3.1462 2022/12/07 04:08:05 - mmengine - INFO - Epoch(train) [87][ 900/5005] lr: 6.0769e-02 eta: 21:36:34 time: 0.1433 data_time: 0.0017 memory: 4390 loss: 3.4501 2022/12/07 04:08:19 - mmengine - INFO - Epoch(train) [87][1000/5005] lr: 6.0754e-02 eta: 21:36:20 time: 0.1381 data_time: 0.0016 memory: 4390 loss: 3.4056 2022/12/07 04:08:32 - mmengine - INFO - Epoch(train) [87][1100/5005] lr: 6.0739e-02 eta: 21:36:07 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 2.8924 2022/12/07 04:08:46 - mmengine - INFO - Epoch(train) [87][1200/5005] lr: 6.0723e-02 eta: 21:35:53 time: 0.1379 data_time: 0.0021 memory: 4390 loss: 3.2242 2022/12/07 04:09:00 - mmengine - INFO - Epoch(train) [87][1300/5005] lr: 6.0708e-02 eta: 21:35:40 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.3522 2022/12/07 04:09:14 - mmengine - INFO - Epoch(train) [87][1400/5005] lr: 6.0693e-02 eta: 21:35:26 time: 0.1375 data_time: 0.0019 memory: 4390 loss: 3.3612 2022/12/07 04:09:28 - mmengine - INFO - Epoch(train) [87][1500/5005] lr: 6.0677e-02 eta: 21:35:13 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.0246 2022/12/07 04:09:38 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:09:42 - mmengine - INFO - Epoch(train) [87][1600/5005] lr: 6.0662e-02 eta: 21:34:59 time: 0.1390 data_time: 0.0016 memory: 4390 loss: 2.9699 2022/12/07 04:09:56 - mmengine - INFO - Epoch(train) [87][1700/5005] lr: 6.0647e-02 eta: 21:34:46 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 2.8736 2022/12/07 04:10:10 - mmengine - INFO - Epoch(train) [87][1800/5005] lr: 6.0631e-02 eta: 21:34:33 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.2824 2022/12/07 04:10:24 - mmengine - INFO - Epoch(train) [87][1900/5005] lr: 6.0616e-02 eta: 21:34:19 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 2.8897 2022/12/07 04:10:38 - mmengine - INFO - Epoch(train) [87][2000/5005] lr: 6.0601e-02 eta: 21:34:06 time: 0.1371 data_time: 0.0019 memory: 4390 loss: 3.2723 2022/12/07 04:10:52 - mmengine - INFO - Epoch(train) [87][2100/5005] lr: 6.0585e-02 eta: 21:33:52 time: 0.1406 data_time: 0.0018 memory: 4390 loss: 3.0880 2022/12/07 04:11:05 - mmengine - INFO - Epoch(train) [87][2200/5005] lr: 6.0570e-02 eta: 21:33:39 time: 0.1374 data_time: 0.0020 memory: 4390 loss: 4.0207 2022/12/07 04:11:19 - mmengine - INFO - Epoch(train) [87][2300/5005] lr: 6.0555e-02 eta: 21:33:25 time: 0.1371 data_time: 0.0020 memory: 4390 loss: 3.0283 2022/12/07 04:11:33 - mmengine - INFO - Epoch(train) [87][2400/5005] lr: 6.0539e-02 eta: 21:33:12 time: 0.1371 data_time: 0.0019 memory: 4390 loss: 3.6389 2022/12/07 04:11:47 - mmengine - INFO - Epoch(train) [87][2500/5005] lr: 6.0524e-02 eta: 21:32:58 time: 0.1394 data_time: 0.0015 memory: 4390 loss: 3.3686 2022/12/07 04:11:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:12:01 - mmengine - INFO - Epoch(train) [87][2600/5005] lr: 6.0509e-02 eta: 21:32:45 time: 0.1391 data_time: 0.0016 memory: 4390 loss: 3.1872 2022/12/07 04:12:15 - mmengine - INFO - Epoch(train) [87][2700/5005] lr: 6.0493e-02 eta: 21:32:32 time: 0.1377 data_time: 0.0019 memory: 4390 loss: 3.4413 2022/12/07 04:12:29 - mmengine - INFO - Epoch(train) [87][2800/5005] lr: 6.0478e-02 eta: 21:32:18 time: 0.1380 data_time: 0.0016 memory: 4390 loss: 3.4288 2022/12/07 04:12:43 - mmengine - INFO - Epoch(train) [87][2900/5005] lr: 6.0463e-02 eta: 21:32:05 time: 0.1389 data_time: 0.0016 memory: 4390 loss: 3.5004 2022/12/07 04:12:57 - mmengine - INFO - Epoch(train) [87][3000/5005] lr: 6.0447e-02 eta: 21:31:52 time: 0.1384 data_time: 0.0017 memory: 4390 loss: 3.7486 2022/12/07 04:13:11 - mmengine - INFO - Epoch(train) [87][3100/5005] lr: 6.0432e-02 eta: 21:31:38 time: 0.1388 data_time: 0.0017 memory: 4390 loss: 3.2594 2022/12/07 04:13:25 - mmengine - INFO - Epoch(train) [87][3200/5005] lr: 6.0417e-02 eta: 21:31:25 time: 0.1384 data_time: 0.0017 memory: 4390 loss: 3.4654 2022/12/07 04:13:39 - mmengine - INFO - Epoch(train) [87][3300/5005] lr: 6.0401e-02 eta: 21:31:12 time: 0.1380 data_time: 0.0016 memory: 4390 loss: 3.2343 2022/12/07 04:13:53 - mmengine - INFO - Epoch(train) [87][3400/5005] lr: 6.0386e-02 eta: 21:30:58 time: 0.1380 data_time: 0.0018 memory: 4390 loss: 3.3070 2022/12/07 04:14:07 - mmengine - INFO - Epoch(train) [87][3500/5005] lr: 6.0371e-02 eta: 21:30:45 time: 0.1382 data_time: 0.0016 memory: 4390 loss: 2.9700 2022/12/07 04:14:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:14:21 - mmengine - INFO - Epoch(train) [87][3600/5005] lr: 6.0355e-02 eta: 21:30:32 time: 0.1369 data_time: 0.0018 memory: 4390 loss: 3.7427 2022/12/07 04:14:34 - mmengine - INFO - Epoch(train) [87][3700/5005] lr: 6.0340e-02 eta: 21:30:18 time: 0.1366 data_time: 0.0017 memory: 4390 loss: 3.9113 2022/12/07 04:14:48 - mmengine - INFO - Epoch(train) [87][3800/5005] lr: 6.0325e-02 eta: 21:30:04 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.4188 2022/12/07 04:15:02 - mmengine - INFO - Epoch(train) [87][3900/5005] lr: 6.0309e-02 eta: 21:29:51 time: 0.1365 data_time: 0.0017 memory: 4390 loss: 3.0368 2022/12/07 04:15:16 - mmengine - INFO - Epoch(train) [87][4000/5005] lr: 6.0294e-02 eta: 21:29:37 time: 0.1365 data_time: 0.0017 memory: 4390 loss: 3.5241 2022/12/07 04:15:30 - mmengine - INFO - Epoch(train) [87][4100/5005] lr: 6.0279e-02 eta: 21:29:24 time: 0.1380 data_time: 0.0021 memory: 4390 loss: 3.1670 2022/12/07 04:15:44 - mmengine - INFO - Epoch(train) [87][4200/5005] lr: 6.0263e-02 eta: 21:29:10 time: 0.1384 data_time: 0.0023 memory: 4390 loss: 3.3659 2022/12/07 04:15:57 - mmengine - INFO - Epoch(train) [87][4300/5005] lr: 6.0248e-02 eta: 21:28:57 time: 0.1378 data_time: 0.0020 memory: 4390 loss: 3.5570 2022/12/07 04:16:11 - mmengine - INFO - Epoch(train) [87][4400/5005] lr: 6.0232e-02 eta: 21:28:44 time: 0.1379 data_time: 0.0020 memory: 4390 loss: 3.3927 2022/12/07 04:16:25 - mmengine - INFO - Epoch(train) [87][4500/5005] lr: 6.0217e-02 eta: 21:28:30 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.3565 2022/12/07 04:16:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:16:39 - mmengine - INFO - Epoch(train) [87][4600/5005] lr: 6.0202e-02 eta: 21:28:17 time: 0.1379 data_time: 0.0016 memory: 4390 loss: 3.1656 2022/12/07 04:16:53 - mmengine - INFO - Epoch(train) [87][4700/5005] lr: 6.0186e-02 eta: 21:28:03 time: 0.1391 data_time: 0.0017 memory: 4390 loss: 3.3989 2022/12/07 04:17:07 - mmengine - INFO - Epoch(train) [87][4800/5005] lr: 6.0171e-02 eta: 21:27:50 time: 0.1400 data_time: 0.0019 memory: 4390 loss: 3.4193 2022/12/07 04:17:21 - mmengine - INFO - Epoch(train) [87][4900/5005] lr: 6.0156e-02 eta: 21:27:37 time: 0.1371 data_time: 0.0016 memory: 4390 loss: 3.2638 2022/12/07 04:17:35 - mmengine - INFO - Epoch(train) [87][5000/5005] lr: 6.0140e-02 eta: 21:27:23 time: 0.1386 data_time: 0.0025 memory: 4390 loss: 3.0012 2022/12/07 04:17:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:17:35 - mmengine - INFO - Saving checkpoint at 87 epochs 2022/12/07 04:17:46 - mmengine - INFO - Epoch(val) [87][100/196] eta: 0:00:07 time: 0.0884 data_time: 0.0573 memory: 4390 2022/12/07 04:18:06 - mmengine - INFO - Epoch(val) [87][196/196] accuracy/top1: 65.9400 accuracy/top5: 87.7600 2022/12/07 04:18:21 - mmengine - INFO - Epoch(train) [88][ 100/5005] lr: 6.0124e-02 eta: 21:27:10 time: 0.1382 data_time: 0.0017 memory: 4391 loss: 3.2055 2022/12/07 04:18:34 - mmengine - INFO - Epoch(train) [88][ 200/5005] lr: 6.0109e-02 eta: 21:26:56 time: 0.1406 data_time: 0.0016 memory: 4390 loss: 3.5205 2022/12/07 04:18:48 - mmengine - INFO - Epoch(train) [88][ 300/5005] lr: 6.0093e-02 eta: 21:26:43 time: 0.1395 data_time: 0.0016 memory: 4390 loss: 3.2226 2022/12/07 04:19:02 - mmengine - INFO - Epoch(train) [88][ 400/5005] lr: 6.0078e-02 eta: 21:26:30 time: 0.1438 data_time: 0.0014 memory: 4390 loss: 3.4990 2022/12/07 04:19:16 - mmengine - INFO - Epoch(train) [88][ 500/5005] lr: 6.0063e-02 eta: 21:26:16 time: 0.1385 data_time: 0.0015 memory: 4390 loss: 3.3436 2022/12/07 04:19:25 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:19:30 - mmengine - INFO - Epoch(train) [88][ 600/5005] lr: 6.0047e-02 eta: 21:26:03 time: 0.1490 data_time: 0.0015 memory: 4390 loss: 3.7061 2022/12/07 04:19:44 - mmengine - INFO - Epoch(train) [88][ 700/5005] lr: 6.0032e-02 eta: 21:25:50 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 3.4526 2022/12/07 04:19:58 - mmengine - INFO - Epoch(train) [88][ 800/5005] lr: 6.0017e-02 eta: 21:25:36 time: 0.1378 data_time: 0.0015 memory: 4390 loss: 3.3741 2022/12/07 04:20:12 - mmengine - INFO - Epoch(train) [88][ 900/5005] lr: 6.0001e-02 eta: 21:25:23 time: 0.1380 data_time: 0.0015 memory: 4390 loss: 3.1506 2022/12/07 04:20:26 - mmengine - INFO - Epoch(train) [88][1000/5005] lr: 5.9986e-02 eta: 21:25:09 time: 0.1379 data_time: 0.0016 memory: 4390 loss: 3.2154 2022/12/07 04:20:40 - mmengine - INFO - Epoch(train) [88][1100/5005] lr: 5.9970e-02 eta: 21:24:56 time: 0.1387 data_time: 0.0014 memory: 4390 loss: 3.6598 2022/12/07 04:20:54 - mmengine - INFO - Epoch(train) [88][1200/5005] lr: 5.9955e-02 eta: 21:24:43 time: 0.1378 data_time: 0.0015 memory: 4390 loss: 3.2247 2022/12/07 04:21:08 - mmengine - INFO - Epoch(train) [88][1300/5005] lr: 5.9940e-02 eta: 21:24:29 time: 0.1378 data_time: 0.0015 memory: 4390 loss: 3.0431 2022/12/07 04:21:22 - mmengine - INFO - Epoch(train) [88][1400/5005] lr: 5.9924e-02 eta: 21:24:16 time: 0.1393 data_time: 0.0018 memory: 4390 loss: 3.3197 2022/12/07 04:21:35 - mmengine - INFO - Epoch(train) [88][1500/5005] lr: 5.9909e-02 eta: 21:24:02 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.2605 2022/12/07 04:21:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:21:49 - mmengine - INFO - Epoch(train) [88][1600/5005] lr: 5.9894e-02 eta: 21:23:49 time: 0.1372 data_time: 0.0017 memory: 4390 loss: 2.9139 2022/12/07 04:22:03 - mmengine - INFO - Epoch(train) [88][1700/5005] lr: 5.9878e-02 eta: 21:23:35 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.3832 2022/12/07 04:22:17 - mmengine - INFO - Epoch(train) [88][1800/5005] lr: 5.9863e-02 eta: 21:23:22 time: 0.1384 data_time: 0.0016 memory: 4390 loss: 3.3473 2022/12/07 04:22:31 - mmengine - INFO - Epoch(train) [88][1900/5005] lr: 5.9847e-02 eta: 21:23:08 time: 0.1372 data_time: 0.0018 memory: 4390 loss: 3.0703 2022/12/07 04:22:45 - mmengine - INFO - Epoch(train) [88][2000/5005] lr: 5.9832e-02 eta: 21:22:54 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 3.1098 2022/12/07 04:22:58 - mmengine - INFO - Epoch(train) [88][2100/5005] lr: 5.9817e-02 eta: 21:22:41 time: 0.1365 data_time: 0.0017 memory: 4390 loss: 3.9268 2022/12/07 04:23:12 - mmengine - INFO - Epoch(train) [88][2200/5005] lr: 5.9801e-02 eta: 21:22:27 time: 0.1382 data_time: 0.0018 memory: 4390 loss: 3.3099 2022/12/07 04:23:26 - mmengine - INFO - Epoch(train) [88][2300/5005] lr: 5.9786e-02 eta: 21:22:14 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.2996 2022/12/07 04:23:40 - mmengine - INFO - Epoch(train) [88][2400/5005] lr: 5.9770e-02 eta: 21:22:01 time: 0.1389 data_time: 0.0016 memory: 4390 loss: 2.8389 2022/12/07 04:23:54 - mmengine - INFO - Epoch(train) [88][2500/5005] lr: 5.9755e-02 eta: 21:21:47 time: 0.1388 data_time: 0.0017 memory: 4390 loss: 3.3866 2022/12/07 04:24:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:24:08 - mmengine - INFO - Epoch(train) [88][2600/5005] lr: 5.9740e-02 eta: 21:21:34 time: 0.1381 data_time: 0.0016 memory: 4390 loss: 3.1477 2022/12/07 04:24:22 - mmengine - INFO - Epoch(train) [88][2700/5005] lr: 5.9724e-02 eta: 21:21:20 time: 0.1366 data_time: 0.0016 memory: 4390 loss: 3.1465 2022/12/07 04:24:36 - mmengine - INFO - Epoch(train) [88][2800/5005] lr: 5.9709e-02 eta: 21:21:07 time: 0.1440 data_time: 0.0021 memory: 4390 loss: 3.0134 2022/12/07 04:24:50 - mmengine - INFO - Epoch(train) [88][2900/5005] lr: 5.9693e-02 eta: 21:20:53 time: 0.1376 data_time: 0.0019 memory: 4390 loss: 3.3210 2022/12/07 04:25:04 - mmengine - INFO - Epoch(train) [88][3000/5005] lr: 5.9678e-02 eta: 21:20:40 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.5599 2022/12/07 04:25:18 - mmengine - INFO - Epoch(train) [88][3100/5005] lr: 5.9663e-02 eta: 21:20:27 time: 0.1378 data_time: 0.0021 memory: 4390 loss: 3.2132 2022/12/07 04:25:31 - mmengine - INFO - Epoch(train) [88][3200/5005] lr: 5.9647e-02 eta: 21:20:13 time: 0.1369 data_time: 0.0018 memory: 4390 loss: 3.2898 2022/12/07 04:25:45 - mmengine - INFO - Epoch(train) [88][3300/5005] lr: 5.9632e-02 eta: 21:20:00 time: 0.1379 data_time: 0.0018 memory: 4390 loss: 2.8615 2022/12/07 04:25:59 - mmengine - INFO - Epoch(train) [88][3400/5005] lr: 5.9616e-02 eta: 21:19:46 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.7120 2022/12/07 04:26:13 - mmengine - INFO - Epoch(train) [88][3500/5005] lr: 5.9601e-02 eta: 21:19:33 time: 0.1373 data_time: 0.0018 memory: 4390 loss: 2.9922 2022/12/07 04:26:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:26:27 - mmengine - INFO - Epoch(train) [88][3600/5005] lr: 5.9586e-02 eta: 21:19:19 time: 0.1377 data_time: 0.0017 memory: 4390 loss: 3.1993 2022/12/07 04:26:41 - mmengine - INFO - Epoch(train) [88][3700/5005] lr: 5.9570e-02 eta: 21:19:06 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 3.1750 2022/12/07 04:26:55 - mmengine - INFO - Epoch(train) [88][3800/5005] lr: 5.9555e-02 eta: 21:18:52 time: 0.1391 data_time: 0.0018 memory: 4390 loss: 3.3344 2022/12/07 04:27:09 - mmengine - INFO - Epoch(train) [88][3900/5005] lr: 5.9539e-02 eta: 21:18:39 time: 0.1368 data_time: 0.0018 memory: 4390 loss: 3.4172 2022/12/07 04:27:23 - mmengine - INFO - Epoch(train) [88][4000/5005] lr: 5.9524e-02 eta: 21:18:25 time: 0.1379 data_time: 0.0019 memory: 4390 loss: 2.9910 2022/12/07 04:27:36 - mmengine - INFO - Epoch(train) [88][4100/5005] lr: 5.9509e-02 eta: 21:18:12 time: 0.1370 data_time: 0.0019 memory: 4390 loss: 3.3501 2022/12/07 04:27:50 - mmengine - INFO - Epoch(train) [88][4200/5005] lr: 5.9493e-02 eta: 21:17:58 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.1989 2022/12/07 04:28:04 - mmengine - INFO - Epoch(train) [88][4300/5005] lr: 5.9478e-02 eta: 21:17:45 time: 0.1367 data_time: 0.0020 memory: 4390 loss: 2.9925 2022/12/07 04:28:18 - mmengine - INFO - Epoch(train) [88][4400/5005] lr: 5.9462e-02 eta: 21:17:31 time: 0.1376 data_time: 0.0018 memory: 4390 loss: 3.4189 2022/12/07 04:28:32 - mmengine - INFO - Epoch(train) [88][4500/5005] lr: 5.9447e-02 eta: 21:17:18 time: 0.1391 data_time: 0.0018 memory: 4390 loss: 3.5419 2022/12/07 04:28:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:28:46 - mmengine - INFO - Epoch(train) [88][4600/5005] lr: 5.9432e-02 eta: 21:17:05 time: 0.1396 data_time: 0.0021 memory: 4390 loss: 3.5925 2022/12/07 04:29:00 - mmengine - INFO - Epoch(train) [88][4700/5005] lr: 5.9416e-02 eta: 21:16:51 time: 0.1378 data_time: 0.0016 memory: 4390 loss: 3.4705 2022/12/07 04:29:14 - mmengine - INFO - Epoch(train) [88][4800/5005] lr: 5.9401e-02 eta: 21:16:38 time: 0.1378 data_time: 0.0016 memory: 4390 loss: 3.0281 2022/12/07 04:29:28 - mmengine - INFO - Epoch(train) [88][4900/5005] lr: 5.9385e-02 eta: 21:16:24 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.5244 2022/12/07 04:29:42 - mmengine - INFO - Epoch(train) [88][5000/5005] lr: 5.9370e-02 eta: 21:16:11 time: 0.1398 data_time: 0.0026 memory: 4390 loss: 4.0560 2022/12/07 04:29:42 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:29:42 - mmengine - INFO - Saving checkpoint at 88 epochs 2022/12/07 04:29:53 - mmengine - INFO - Epoch(val) [88][100/196] eta: 0:00:08 time: 0.0828 data_time: 0.0519 memory: 4390 2022/12/07 04:30:13 - mmengine - INFO - Epoch(val) [88][196/196] accuracy/top1: 66.0820 accuracy/top5: 87.5780 2022/12/07 04:30:27 - mmengine - INFO - Epoch(train) [89][ 100/5005] lr: 5.9354e-02 eta: 21:15:58 time: 0.1393 data_time: 0.0016 memory: 4391 loss: 3.2195 2022/12/07 04:30:41 - mmengine - INFO - Epoch(train) [89][ 200/5005] lr: 5.9338e-02 eta: 21:15:44 time: 0.1413 data_time: 0.0017 memory: 4390 loss: 3.4767 2022/12/07 04:30:55 - mmengine - INFO - Epoch(train) [89][ 300/5005] lr: 5.9323e-02 eta: 21:15:31 time: 0.1371 data_time: 0.0016 memory: 4390 loss: 3.3508 2022/12/07 04:31:09 - mmengine - INFO - Epoch(train) [89][ 400/5005] lr: 5.9308e-02 eta: 21:15:17 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.2854 2022/12/07 04:31:23 - mmengine - INFO - Epoch(train) [89][ 500/5005] lr: 5.9292e-02 eta: 21:15:04 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.1076 2022/12/07 04:31:31 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:31:36 - mmengine - INFO - Epoch(train) [89][ 600/5005] lr: 5.9277e-02 eta: 21:14:50 time: 0.1368 data_time: 0.0015 memory: 4390 loss: 3.0271 2022/12/07 04:31:50 - mmengine - INFO - Epoch(train) [89][ 700/5005] lr: 5.9261e-02 eta: 21:14:36 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 2.8624 2022/12/07 04:32:04 - mmengine - INFO - Epoch(train) [89][ 800/5005] lr: 5.9246e-02 eta: 21:14:23 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.1507 2022/12/07 04:32:18 - mmengine - INFO - Epoch(train) [89][ 900/5005] lr: 5.9230e-02 eta: 21:14:10 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 2.9484 2022/12/07 04:32:32 - mmengine - INFO - Epoch(train) [89][1000/5005] lr: 5.9215e-02 eta: 21:13:56 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 3.3294 2022/12/07 04:32:46 - mmengine - INFO - Epoch(train) [89][1100/5005] lr: 5.9200e-02 eta: 21:13:43 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 3.2573 2022/12/07 04:33:00 - mmengine - INFO - Epoch(train) [89][1200/5005] lr: 5.9184e-02 eta: 21:13:29 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.7841 2022/12/07 04:33:14 - mmengine - INFO - Epoch(train) [89][1300/5005] lr: 5.9169e-02 eta: 21:13:16 time: 0.1384 data_time: 0.0016 memory: 4390 loss: 3.3337 2022/12/07 04:33:28 - mmengine - INFO - Epoch(train) [89][1400/5005] lr: 5.9153e-02 eta: 21:13:02 time: 0.1389 data_time: 0.0021 memory: 4390 loss: 3.4148 2022/12/07 04:33:41 - mmengine - INFO - Epoch(train) [89][1500/5005] lr: 5.9138e-02 eta: 21:12:49 time: 0.1383 data_time: 0.0016 memory: 4390 loss: 3.2485 2022/12/07 04:33:50 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:33:55 - mmengine - INFO - Epoch(train) [89][1600/5005] lr: 5.9122e-02 eta: 21:12:35 time: 0.1369 data_time: 0.0017 memory: 4390 loss: 3.1155 2022/12/07 04:34:09 - mmengine - INFO - Epoch(train) [89][1700/5005] lr: 5.9107e-02 eta: 21:12:22 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.7298 2022/12/07 04:34:23 - mmengine - INFO - Epoch(train) [89][1800/5005] lr: 5.9092e-02 eta: 21:12:08 time: 0.1372 data_time: 0.0017 memory: 4390 loss: 3.1180 2022/12/07 04:34:37 - mmengine - INFO - Epoch(train) [89][1900/5005] lr: 5.9076e-02 eta: 21:11:55 time: 0.1368 data_time: 0.0016 memory: 4390 loss: 3.0759 2022/12/07 04:34:51 - mmengine - INFO - Epoch(train) [89][2000/5005] lr: 5.9061e-02 eta: 21:11:41 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 4.1026 2022/12/07 04:35:05 - mmengine - INFO - Epoch(train) [89][2100/5005] lr: 5.9045e-02 eta: 21:11:28 time: 0.1383 data_time: 0.0015 memory: 4390 loss: 3.5899 2022/12/07 04:35:18 - mmengine - INFO - Epoch(train) [89][2200/5005] lr: 5.9030e-02 eta: 21:11:14 time: 0.1382 data_time: 0.0016 memory: 4390 loss: 3.3762 2022/12/07 04:35:32 - mmengine - INFO - Epoch(train) [89][2300/5005] lr: 5.9014e-02 eta: 21:11:01 time: 0.1446 data_time: 0.0016 memory: 4390 loss: 3.9184 2022/12/07 04:35:46 - mmengine - INFO - Epoch(train) [89][2400/5005] lr: 5.8999e-02 eta: 21:10:48 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 3.1911 2022/12/07 04:36:00 - mmengine - INFO - Epoch(train) [89][2500/5005] lr: 5.8984e-02 eta: 21:10:34 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.4464 2022/12/07 04:36:09 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:36:14 - mmengine - INFO - Epoch(train) [89][2600/5005] lr: 5.8968e-02 eta: 21:10:21 time: 0.1378 data_time: 0.0016 memory: 4390 loss: 2.8643 2022/12/07 04:36:28 - mmengine - INFO - Epoch(train) [89][2700/5005] lr: 5.8953e-02 eta: 21:10:07 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.0268 2022/12/07 04:36:42 - mmengine - INFO - Epoch(train) [89][2800/5005] lr: 5.8937e-02 eta: 21:09:54 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.5269 2022/12/07 04:36:56 - mmengine - INFO - Epoch(train) [89][2900/5005] lr: 5.8922e-02 eta: 21:09:40 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 3.3877 2022/12/07 04:37:10 - mmengine - INFO - Epoch(train) [89][3000/5005] lr: 5.8906e-02 eta: 21:09:27 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.7127 2022/12/07 04:37:23 - mmengine - INFO - Epoch(train) [89][3100/5005] lr: 5.8891e-02 eta: 21:09:13 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.0485 2022/12/07 04:37:37 - mmengine - INFO - Epoch(train) [89][3200/5005] lr: 5.8875e-02 eta: 21:09:00 time: 0.1384 data_time: 0.0015 memory: 4390 loss: 3.1793 2022/12/07 04:37:51 - mmengine - INFO - Epoch(train) [89][3300/5005] lr: 5.8860e-02 eta: 21:08:46 time: 0.1381 data_time: 0.0015 memory: 4390 loss: 3.2309 2022/12/07 04:38:05 - mmengine - INFO - Epoch(train) [89][3400/5005] lr: 5.8845e-02 eta: 21:08:33 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 3.3655 2022/12/07 04:38:19 - mmengine - INFO - Epoch(train) [89][3500/5005] lr: 5.8829e-02 eta: 21:08:19 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.9553 2022/12/07 04:38:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:38:33 - mmengine - INFO - Epoch(train) [89][3600/5005] lr: 5.8814e-02 eta: 21:08:06 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 3.3631 2022/12/07 04:38:46 - mmengine - INFO - Epoch(train) [89][3700/5005] lr: 5.8798e-02 eta: 21:07:52 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.1373 2022/12/07 04:39:00 - mmengine - INFO - Epoch(train) [89][3800/5005] lr: 5.8783e-02 eta: 21:07:39 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.4921 2022/12/07 04:39:14 - mmengine - INFO - Epoch(train) [89][3900/5005] lr: 5.8767e-02 eta: 21:07:25 time: 0.1384 data_time: 0.0016 memory: 4390 loss: 3.8469 2022/12/07 04:39:28 - mmengine - INFO - Epoch(train) [89][4000/5005] lr: 5.8752e-02 eta: 21:07:12 time: 0.1367 data_time: 0.0014 memory: 4390 loss: 3.3821 2022/12/07 04:39:42 - mmengine - INFO - Epoch(train) [89][4100/5005] lr: 5.8736e-02 eta: 21:06:58 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.1661 2022/12/07 04:39:56 - mmengine - INFO - Epoch(train) [89][4200/5005] lr: 5.8721e-02 eta: 21:06:45 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.2612 2022/12/07 04:40:10 - mmengine - INFO - Epoch(train) [89][4300/5005] lr: 5.8706e-02 eta: 21:06:31 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.1228 2022/12/07 04:40:24 - mmengine - INFO - Epoch(train) [89][4400/5005] lr: 5.8690e-02 eta: 21:06:18 time: 0.1387 data_time: 0.0015 memory: 4390 loss: 3.1471 2022/12/07 04:40:38 - mmengine - INFO - Epoch(train) [89][4500/5005] lr: 5.8675e-02 eta: 21:06:05 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.4988 2022/12/07 04:40:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:40:51 - mmengine - INFO - Epoch(train) [89][4600/5005] lr: 5.8659e-02 eta: 21:05:51 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.1593 2022/12/07 04:41:05 - mmengine - INFO - Epoch(train) [89][4700/5005] lr: 5.8644e-02 eta: 21:05:38 time: 0.1373 data_time: 0.0014 memory: 4390 loss: 3.8594 2022/12/07 04:41:19 - mmengine - INFO - Epoch(train) [89][4800/5005] lr: 5.8628e-02 eta: 21:05:24 time: 0.1392 data_time: 0.0015 memory: 4390 loss: 3.2547 2022/12/07 04:41:33 - mmengine - INFO - Epoch(train) [89][4900/5005] lr: 5.8613e-02 eta: 21:05:11 time: 0.1457 data_time: 0.0015 memory: 4390 loss: 3.9209 2022/12/07 04:41:47 - mmengine - INFO - Epoch(train) [89][5000/5005] lr: 5.8597e-02 eta: 21:04:57 time: 0.1399 data_time: 0.0024 memory: 4390 loss: 3.3404 2022/12/07 04:41:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:41:48 - mmengine - INFO - Saving checkpoint at 89 epochs 2022/12/07 04:41:59 - mmengine - INFO - Epoch(val) [89][100/196] eta: 0:00:08 time: 0.0839 data_time: 0.0512 memory: 4390 2022/12/07 04:42:18 - mmengine - INFO - Epoch(val) [89][196/196] accuracy/top1: 66.5240 accuracy/top5: 87.9980 2022/12/07 04:42:32 - mmengine - INFO - Epoch(train) [90][ 100/5005] lr: 5.8581e-02 eta: 21:04:44 time: 0.1370 data_time: 0.0014 memory: 4391 loss: 2.9548 2022/12/07 04:42:46 - mmengine - INFO - Epoch(train) [90][ 200/5005] lr: 5.8566e-02 eta: 21:04:30 time: 0.1371 data_time: 0.0013 memory: 4390 loss: 3.0942 2022/12/07 04:43:00 - mmengine - INFO - Epoch(train) [90][ 300/5005] lr: 5.8550e-02 eta: 21:04:17 time: 0.1385 data_time: 0.0016 memory: 4390 loss: 2.9280 2022/12/07 04:43:14 - mmengine - INFO - Epoch(train) [90][ 400/5005] lr: 5.8535e-02 eta: 21:04:03 time: 0.1384 data_time: 0.0015 memory: 4390 loss: 3.1426 2022/12/07 04:43:28 - mmengine - INFO - Epoch(train) [90][ 500/5005] lr: 5.8519e-02 eta: 21:03:50 time: 0.1374 data_time: 0.0014 memory: 4390 loss: 3.1572 2022/12/07 04:43:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:43:42 - mmengine - INFO - Epoch(train) [90][ 600/5005] lr: 5.8504e-02 eta: 21:03:36 time: 0.1368 data_time: 0.0014 memory: 4390 loss: 3.4958 2022/12/07 04:43:55 - mmengine - INFO - Epoch(train) [90][ 700/5005] lr: 5.8488e-02 eta: 21:03:23 time: 0.1380 data_time: 0.0021 memory: 4390 loss: 3.2967 2022/12/07 04:44:09 - mmengine - INFO - Epoch(train) [90][ 800/5005] lr: 5.8473e-02 eta: 21:03:09 time: 0.1383 data_time: 0.0016 memory: 4390 loss: 3.0661 2022/12/07 04:44:23 - mmengine - INFO - Epoch(train) [90][ 900/5005] lr: 5.8457e-02 eta: 21:02:56 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 2.8078 2022/12/07 04:44:37 - mmengine - INFO - Epoch(train) [90][1000/5005] lr: 5.8442e-02 eta: 21:02:42 time: 0.1385 data_time: 0.0015 memory: 4390 loss: 3.5286 2022/12/07 04:44:51 - mmengine - INFO - Epoch(train) [90][1100/5005] lr: 5.8427e-02 eta: 21:02:29 time: 0.1380 data_time: 0.0014 memory: 4390 loss: 3.3457 2022/12/07 04:45:05 - mmengine - INFO - Epoch(train) [90][1200/5005] lr: 5.8411e-02 eta: 21:02:16 time: 0.1378 data_time: 0.0016 memory: 4390 loss: 3.3103 2022/12/07 04:45:19 - mmengine - INFO - Epoch(train) [90][1300/5005] lr: 5.8396e-02 eta: 21:02:02 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.2903 2022/12/07 04:45:33 - mmengine - INFO - Epoch(train) [90][1400/5005] lr: 5.8380e-02 eta: 21:01:49 time: 0.1381 data_time: 0.0015 memory: 4390 loss: 3.1814 2022/12/07 04:45:47 - mmengine - INFO - Epoch(train) [90][1500/5005] lr: 5.8365e-02 eta: 21:01:35 time: 0.1364 data_time: 0.0016 memory: 4390 loss: 3.4399 2022/12/07 04:45:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:46:00 - mmengine - INFO - Epoch(train) [90][1600/5005] lr: 5.8349e-02 eta: 21:01:21 time: 0.1367 data_time: 0.0017 memory: 4390 loss: 3.2845 2022/12/07 04:46:14 - mmengine - INFO - Epoch(train) [90][1700/5005] lr: 5.8334e-02 eta: 21:01:08 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.1280 2022/12/07 04:46:28 - mmengine - INFO - Epoch(train) [90][1800/5005] lr: 5.8318e-02 eta: 21:00:54 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 2.8622 2022/12/07 04:46:42 - mmengine - INFO - Epoch(train) [90][1900/5005] lr: 5.8303e-02 eta: 21:00:41 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 4.1053 2022/12/07 04:46:56 - mmengine - INFO - Epoch(train) [90][2000/5005] lr: 5.8287e-02 eta: 21:00:27 time: 0.1372 data_time: 0.0017 memory: 4390 loss: 3.2970 2022/12/07 04:47:10 - mmengine - INFO - Epoch(train) [90][2100/5005] lr: 5.8272e-02 eta: 21:00:14 time: 0.1380 data_time: 0.0015 memory: 4390 loss: 3.1252 2022/12/07 04:47:24 - mmengine - INFO - Epoch(train) [90][2200/5005] lr: 5.8256e-02 eta: 21:00:01 time: 0.1375 data_time: 0.0015 memory: 4390 loss: 3.3562 2022/12/07 04:47:37 - mmengine - INFO - Epoch(train) [90][2300/5005] lr: 5.8241e-02 eta: 20:59:47 time: 0.1389 data_time: 0.0016 memory: 4390 loss: 3.4581 2022/12/07 04:47:51 - mmengine - INFO - Epoch(train) [90][2400/5005] lr: 5.8225e-02 eta: 20:59:34 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.2036 2022/12/07 04:48:05 - mmengine - INFO - Epoch(train) [90][2500/5005] lr: 5.8210e-02 eta: 20:59:20 time: 0.1411 data_time: 0.0015 memory: 4390 loss: 3.2392 2022/12/07 04:48:13 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:48:19 - mmengine - INFO - Epoch(train) [90][2600/5005] lr: 5.8194e-02 eta: 20:59:07 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.4347 2022/12/07 04:48:33 - mmengine - INFO - Epoch(train) [90][2700/5005] lr: 5.8179e-02 eta: 20:58:53 time: 0.1379 data_time: 0.0015 memory: 4390 loss: 3.3362 2022/12/07 04:48:47 - mmengine - INFO - Epoch(train) [90][2800/5005] lr: 5.8163e-02 eta: 20:58:40 time: 0.1433 data_time: 0.0016 memory: 4390 loss: 3.6257 2022/12/07 04:49:01 - mmengine - INFO - Epoch(train) [90][2900/5005] lr: 5.8148e-02 eta: 20:58:26 time: 0.1366 data_time: 0.0015 memory: 4390 loss: 3.3192 2022/12/07 04:49:15 - mmengine - INFO - Epoch(train) [90][3000/5005] lr: 5.8132e-02 eta: 20:58:13 time: 0.1379 data_time: 0.0015 memory: 4390 loss: 3.4842 2022/12/07 04:49:28 - mmengine - INFO - Epoch(train) [90][3100/5005] lr: 5.8117e-02 eta: 20:57:59 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.7293 2022/12/07 04:49:42 - mmengine - INFO - Epoch(train) [90][3200/5005] lr: 5.8102e-02 eta: 20:57:46 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.3724 2022/12/07 04:49:56 - mmengine - INFO - Epoch(train) [90][3300/5005] lr: 5.8086e-02 eta: 20:57:32 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.6698 2022/12/07 04:50:10 - mmengine - INFO - Epoch(train) [90][3400/5005] lr: 5.8071e-02 eta: 20:57:19 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.1368 2022/12/07 04:50:24 - mmengine - INFO - Epoch(train) [90][3500/5005] lr: 5.8055e-02 eta: 20:57:05 time: 0.1365 data_time: 0.0015 memory: 4390 loss: 3.3526 2022/12/07 04:50:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:50:38 - mmengine - INFO - Epoch(train) [90][3600/5005] lr: 5.8040e-02 eta: 20:56:52 time: 0.1382 data_time: 0.0016 memory: 4390 loss: 3.1153 2022/12/07 04:50:52 - mmengine - INFO - Epoch(train) [90][3700/5005] lr: 5.8024e-02 eta: 20:56:38 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 3.8045 2022/12/07 04:51:06 - mmengine - INFO - Epoch(train) [90][3800/5005] lr: 5.8009e-02 eta: 20:56:25 time: 0.1386 data_time: 0.0015 memory: 4390 loss: 3.2169 2022/12/07 04:51:20 - mmengine - INFO - Epoch(train) [90][3900/5005] lr: 5.7993e-02 eta: 20:56:11 time: 0.1378 data_time: 0.0015 memory: 4390 loss: 3.4084 2022/12/07 04:51:33 - mmengine - INFO - Epoch(train) [90][4000/5005] lr: 5.7978e-02 eta: 20:55:58 time: 0.1376 data_time: 0.0017 memory: 4390 loss: 3.1854 2022/12/07 04:51:47 - mmengine - INFO - Epoch(train) [90][4100/5005] lr: 5.7962e-02 eta: 20:55:44 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.2333 2022/12/07 04:52:01 - mmengine - INFO - Epoch(train) [90][4200/5005] lr: 5.7947e-02 eta: 20:55:31 time: 0.1376 data_time: 0.0017 memory: 4390 loss: 2.9461 2022/12/07 04:52:15 - mmengine - INFO - Epoch(train) [90][4300/5005] lr: 5.7931e-02 eta: 20:55:17 time: 0.1378 data_time: 0.0015 memory: 4390 loss: 3.8838 2022/12/07 04:52:29 - mmengine - INFO - Epoch(train) [90][4400/5005] lr: 5.7916e-02 eta: 20:55:04 time: 0.1387 data_time: 0.0022 memory: 4390 loss: 2.9865 2022/12/07 04:52:43 - mmengine - INFO - Epoch(train) [90][4500/5005] lr: 5.7900e-02 eta: 20:54:50 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 3.4610 2022/12/07 04:52:50 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:52:57 - mmengine - INFO - Epoch(train) [90][4600/5005] lr: 5.7885e-02 eta: 20:54:37 time: 0.1381 data_time: 0.0016 memory: 4390 loss: 3.0893 2022/12/07 04:53:11 - mmengine - INFO - Epoch(train) [90][4700/5005] lr: 5.7869e-02 eta: 20:54:23 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.5705 2022/12/07 04:53:24 - mmengine - INFO - Epoch(train) [90][4800/5005] lr: 5.7854e-02 eta: 20:54:10 time: 0.1389 data_time: 0.0016 memory: 4390 loss: 3.4976 2022/12/07 04:53:38 - mmengine - INFO - Epoch(train) [90][4900/5005] lr: 5.7838e-02 eta: 20:53:57 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.2777 2022/12/07 04:53:52 - mmengine - INFO - Epoch(train) [90][5000/5005] lr: 5.7823e-02 eta: 20:53:43 time: 0.1384 data_time: 0.0025 memory: 4390 loss: 3.1593 2022/12/07 04:53:53 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:53:53 - mmengine - INFO - Saving checkpoint at 90 epochs 2022/12/07 04:54:03 - mmengine - INFO - Epoch(val) [90][100/196] eta: 0:00:07 time: 0.0753 data_time: 0.0443 memory: 4390 2022/12/07 04:54:22 - mmengine - INFO - Epoch(val) [90][196/196] accuracy/top1: 66.7460 accuracy/top5: 88.0320 2022/12/07 04:54:37 - mmengine - INFO - Epoch(train) [91][ 100/5005] lr: 5.7806e-02 eta: 20:53:30 time: 0.1395 data_time: 0.0015 memory: 4390 loss: 3.3526 2022/12/07 04:54:51 - mmengine - INFO - Epoch(train) [91][ 200/5005] lr: 5.7791e-02 eta: 20:53:16 time: 0.1389 data_time: 0.0014 memory: 4390 loss: 3.1304 2022/12/07 04:55:05 - mmengine - INFO - Epoch(train) [91][ 300/5005] lr: 5.7775e-02 eta: 20:53:03 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 2.9129 2022/12/07 04:55:19 - mmengine - INFO - Epoch(train) [91][ 400/5005] lr: 5.7760e-02 eta: 20:52:49 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.0874 2022/12/07 04:55:33 - mmengine - INFO - Epoch(train) [91][ 500/5005] lr: 5.7744e-02 eta: 20:52:36 time: 0.1387 data_time: 0.0016 memory: 4390 loss: 3.0924 2022/12/07 04:55:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:55:46 - mmengine - INFO - Epoch(train) [91][ 600/5005] lr: 5.7729e-02 eta: 20:52:22 time: 0.1378 data_time: 0.0018 memory: 4390 loss: 3.5053 2022/12/07 04:56:00 - mmengine - INFO - Epoch(train) [91][ 700/5005] lr: 5.7713e-02 eta: 20:52:09 time: 0.1373 data_time: 0.0018 memory: 4390 loss: 2.9570 2022/12/07 04:56:14 - mmengine - INFO - Epoch(train) [91][ 800/5005] lr: 5.7698e-02 eta: 20:51:55 time: 0.1374 data_time: 0.0020 memory: 4390 loss: 3.0474 2022/12/07 04:56:28 - mmengine - INFO - Epoch(train) [91][ 900/5005] lr: 5.7682e-02 eta: 20:51:42 time: 0.1370 data_time: 0.0020 memory: 4390 loss: 3.1380 2022/12/07 04:56:42 - mmengine - INFO - Epoch(train) [91][1000/5005] lr: 5.7667e-02 eta: 20:51:28 time: 0.1376 data_time: 0.0017 memory: 4390 loss: 3.2617 2022/12/07 04:56:56 - mmengine - INFO - Epoch(train) [91][1100/5005] lr: 5.7651e-02 eta: 20:51:15 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.1496 2022/12/07 04:57:09 - mmengine - INFO - Epoch(train) [91][1200/5005] lr: 5.7636e-02 eta: 20:51:01 time: 0.1366 data_time: 0.0017 memory: 4390 loss: 3.3992 2022/12/07 04:57:23 - mmengine - INFO - Epoch(train) [91][1300/5005] lr: 5.7620e-02 eta: 20:50:48 time: 0.1371 data_time: 0.0017 memory: 4390 loss: 3.2615 2022/12/07 04:57:37 - mmengine - INFO - Epoch(train) [91][1400/5005] lr: 5.7605e-02 eta: 20:50:34 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.5591 2022/12/07 04:57:51 - mmengine - INFO - Epoch(train) [91][1500/5005] lr: 5.7589e-02 eta: 20:50:21 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 2.8952 2022/12/07 04:57:58 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 04:58:05 - mmengine - INFO - Epoch(train) [91][1600/5005] lr: 5.7574e-02 eta: 20:50:07 time: 0.1370 data_time: 0.0015 memory: 4390 loss: 3.4379 2022/12/07 04:58:19 - mmengine - INFO - Epoch(train) [91][1700/5005] lr: 5.7558e-02 eta: 20:49:54 time: 0.1364 data_time: 0.0015 memory: 4390 loss: 3.1390 2022/12/07 04:58:33 - mmengine - INFO - Epoch(train) [91][1800/5005] lr: 5.7543e-02 eta: 20:49:40 time: 0.1388 data_time: 0.0016 memory: 4390 loss: 3.4541 2022/12/07 04:58:47 - mmengine - INFO - Epoch(train) [91][1900/5005] lr: 5.7527e-02 eta: 20:49:27 time: 0.1366 data_time: 0.0016 memory: 4390 loss: 3.1223 2022/12/07 04:59:00 - mmengine - INFO - Epoch(train) [91][2000/5005] lr: 5.7512e-02 eta: 20:49:13 time: 0.1372 data_time: 0.0018 memory: 4390 loss: 3.0932 2022/12/07 04:59:14 - mmengine - INFO - Epoch(train) [91][2100/5005] lr: 5.7496e-02 eta: 20:49:00 time: 0.1382 data_time: 0.0016 memory: 4390 loss: 3.5079 2022/12/07 04:59:28 - mmengine - INFO - Epoch(train) [91][2200/5005] lr: 5.7481e-02 eta: 20:48:46 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.1969 2022/12/07 04:59:42 - mmengine - INFO - Epoch(train) [91][2300/5005] lr: 5.7465e-02 eta: 20:48:33 time: 0.1379 data_time: 0.0016 memory: 4390 loss: 3.1592 2022/12/07 04:59:56 - mmengine - INFO - Epoch(train) [91][2400/5005] lr: 5.7450e-02 eta: 20:48:19 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 2.7924 2022/12/07 05:00:10 - mmengine - INFO - Epoch(train) [91][2500/5005] lr: 5.7434e-02 eta: 20:48:06 time: 0.1369 data_time: 0.0017 memory: 4390 loss: 3.8065 2022/12/07 05:00:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:00:23 - mmengine - INFO - Epoch(train) [91][2600/5005] lr: 5.7419e-02 eta: 20:47:52 time: 0.1366 data_time: 0.0015 memory: 4390 loss: 3.0330 2022/12/07 05:00:37 - mmengine - INFO - Epoch(train) [91][2700/5005] lr: 5.7403e-02 eta: 20:47:38 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 3.3102 2022/12/07 05:00:51 - mmengine - INFO - Epoch(train) [91][2800/5005] lr: 5.7388e-02 eta: 20:47:25 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.6190 2022/12/07 05:01:05 - mmengine - INFO - Epoch(train) [91][2900/5005] lr: 5.7372e-02 eta: 20:47:11 time: 0.1379 data_time: 0.0016 memory: 4390 loss: 3.2544 2022/12/07 05:01:19 - mmengine - INFO - Epoch(train) [91][3000/5005] lr: 5.7357e-02 eta: 20:46:58 time: 0.1394 data_time: 0.0015 memory: 4390 loss: 3.3566 2022/12/07 05:01:33 - mmengine - INFO - Epoch(train) [91][3100/5005] lr: 5.7341e-02 eta: 20:46:45 time: 0.1387 data_time: 0.0015 memory: 4390 loss: 3.3091 2022/12/07 05:01:47 - mmengine - INFO - Epoch(train) [91][3200/5005] lr: 5.7326e-02 eta: 20:46:31 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.1444 2022/12/07 05:02:01 - mmengine - INFO - Epoch(train) [91][3300/5005] lr: 5.7310e-02 eta: 20:46:18 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 2.7412 2022/12/07 05:02:14 - mmengine - INFO - Epoch(train) [91][3400/5005] lr: 5.7294e-02 eta: 20:46:04 time: 0.1384 data_time: 0.0016 memory: 4390 loss: 3.4090 2022/12/07 05:02:28 - mmengine - INFO - Epoch(train) [91][3500/5005] lr: 5.7279e-02 eta: 20:45:51 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.6073 2022/12/07 05:02:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:02:42 - mmengine - INFO - Epoch(train) [91][3600/5005] lr: 5.7263e-02 eta: 20:45:37 time: 0.1382 data_time: 0.0019 memory: 4390 loss: 3.2481 2022/12/07 05:02:56 - mmengine - INFO - Epoch(train) [91][3700/5005] lr: 5.7248e-02 eta: 20:45:24 time: 0.1373 data_time: 0.0018 memory: 4390 loss: 3.1652 2022/12/07 05:03:10 - mmengine - INFO - Epoch(train) [91][3800/5005] lr: 5.7232e-02 eta: 20:45:10 time: 0.1368 data_time: 0.0018 memory: 4390 loss: 3.1606 2022/12/07 05:03:24 - mmengine - INFO - Epoch(train) [91][3900/5005] lr: 5.7217e-02 eta: 20:44:57 time: 0.1375 data_time: 0.0018 memory: 4390 loss: 2.8185 2022/12/07 05:03:38 - mmengine - INFO - Epoch(train) [91][4000/5005] lr: 5.7201e-02 eta: 20:44:43 time: 0.1369 data_time: 0.0017 memory: 4390 loss: 3.2373 2022/12/07 05:03:52 - mmengine - INFO - Epoch(train) [91][4100/5005] lr: 5.7186e-02 eta: 20:44:30 time: 0.1396 data_time: 0.0018 memory: 4390 loss: 3.4001 2022/12/07 05:04:06 - mmengine - INFO - Epoch(train) [91][4200/5005] lr: 5.7170e-02 eta: 20:44:16 time: 0.1364 data_time: 0.0017 memory: 4390 loss: 3.0100 2022/12/07 05:04:20 - mmengine - INFO - Epoch(train) [91][4300/5005] lr: 5.7155e-02 eta: 20:44:03 time: 0.1364 data_time: 0.0017 memory: 4390 loss: 3.6273 2022/12/07 05:04:33 - mmengine - INFO - Epoch(train) [91][4400/5005] lr: 5.7139e-02 eta: 20:43:49 time: 0.1369 data_time: 0.0018 memory: 4390 loss: 3.3728 2022/12/07 05:04:47 - mmengine - INFO - Epoch(train) [91][4500/5005] lr: 5.7124e-02 eta: 20:43:36 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 3.2578 2022/12/07 05:04:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:05:01 - mmengine - INFO - Epoch(train) [91][4600/5005] lr: 5.7108e-02 eta: 20:43:22 time: 0.1368 data_time: 0.0017 memory: 4390 loss: 3.2939 2022/12/07 05:05:15 - mmengine - INFO - Epoch(train) [91][4700/5005] lr: 5.7093e-02 eta: 20:43:08 time: 0.1371 data_time: 0.0017 memory: 4390 loss: 2.9220 2022/12/07 05:05:29 - mmengine - INFO - Epoch(train) [91][4800/5005] lr: 5.7077e-02 eta: 20:42:55 time: 0.1368 data_time: 0.0016 memory: 4390 loss: 3.1683 2022/12/07 05:05:43 - mmengine - INFO - Epoch(train) [91][4900/5005] lr: 5.7062e-02 eta: 20:42:41 time: 0.1415 data_time: 0.0019 memory: 4390 loss: 3.3869 2022/12/07 05:05:56 - mmengine - INFO - Epoch(train) [91][5000/5005] lr: 5.7046e-02 eta: 20:42:28 time: 0.1383 data_time: 0.0021 memory: 4390 loss: 3.0889 2022/12/07 05:05:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:05:57 - mmengine - INFO - Saving checkpoint at 91 epochs 2022/12/07 05:06:08 - mmengine - INFO - Epoch(val) [91][100/196] eta: 0:00:08 time: 0.0889 data_time: 0.0504 memory: 4390 2022/12/07 05:06:27 - mmengine - INFO - Epoch(val) [91][196/196] accuracy/top1: 66.9760 accuracy/top5: 88.2460 2022/12/07 05:06:42 - mmengine - INFO - Epoch(train) [92][ 100/5005] lr: 5.7030e-02 eta: 20:42:15 time: 0.1390 data_time: 0.0016 memory: 4391 loss: 2.9179 2022/12/07 05:06:56 - mmengine - INFO - Epoch(train) [92][ 200/5005] lr: 5.7014e-02 eta: 20:42:01 time: 0.1487 data_time: 0.0015 memory: 4390 loss: 3.4073 2022/12/07 05:07:10 - mmengine - INFO - Epoch(train) [92][ 300/5005] lr: 5.6999e-02 eta: 20:41:48 time: 0.1387 data_time: 0.0015 memory: 4390 loss: 3.7434 2022/12/07 05:07:24 - mmengine - INFO - Epoch(train) [92][ 400/5005] lr: 5.6983e-02 eta: 20:41:34 time: 0.1388 data_time: 0.0015 memory: 4390 loss: 2.8999 2022/12/07 05:07:38 - mmengine - INFO - Epoch(train) [92][ 500/5005] lr: 5.6968e-02 eta: 20:41:21 time: 0.1384 data_time: 0.0016 memory: 4390 loss: 2.9711 2022/12/07 05:07:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:07:52 - mmengine - INFO - Epoch(train) [92][ 600/5005] lr: 5.6952e-02 eta: 20:41:07 time: 0.1382 data_time: 0.0017 memory: 4390 loss: 3.3727 2022/12/07 05:08:06 - mmengine - INFO - Epoch(train) [92][ 700/5005] lr: 5.6936e-02 eta: 20:40:54 time: 0.1380 data_time: 0.0015 memory: 4390 loss: 3.3190 2022/12/07 05:08:20 - mmengine - INFO - Epoch(train) [92][ 800/5005] lr: 5.6921e-02 eta: 20:40:41 time: 0.1380 data_time: 0.0015 memory: 4390 loss: 3.4524 2022/12/07 05:08:33 - mmengine - INFO - Epoch(train) [92][ 900/5005] lr: 5.6905e-02 eta: 20:40:27 time: 0.1371 data_time: 0.0016 memory: 4390 loss: 3.5040 2022/12/07 05:08:48 - mmengine - INFO - Epoch(train) [92][1000/5005] lr: 5.6890e-02 eta: 20:40:14 time: 0.1479 data_time: 0.0022 memory: 4390 loss: 3.0091 2022/12/07 05:09:01 - mmengine - INFO - Epoch(train) [92][1100/5005] lr: 5.6874e-02 eta: 20:40:00 time: 0.1368 data_time: 0.0020 memory: 4390 loss: 3.5955 2022/12/07 05:09:15 - mmengine - INFO - Epoch(train) [92][1200/5005] lr: 5.6859e-02 eta: 20:39:47 time: 0.1387 data_time: 0.0016 memory: 4390 loss: 3.4060 2022/12/07 05:09:29 - mmengine - INFO - Epoch(train) [92][1300/5005] lr: 5.6843e-02 eta: 20:39:33 time: 0.1369 data_time: 0.0017 memory: 4390 loss: 3.2714 2022/12/07 05:09:43 - mmengine - INFO - Epoch(train) [92][1400/5005] lr: 5.6828e-02 eta: 20:39:20 time: 0.1377 data_time: 0.0018 memory: 4390 loss: 3.1300 2022/12/07 05:09:57 - mmengine - INFO - Epoch(train) [92][1500/5005] lr: 5.6812e-02 eta: 20:39:06 time: 0.1369 data_time: 0.0016 memory: 4390 loss: 2.7735 2022/12/07 05:10:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:10:10 - mmengine - INFO - Epoch(train) [92][1600/5005] lr: 5.6797e-02 eta: 20:38:52 time: 0.1367 data_time: 0.0018 memory: 4390 loss: 3.5174 2022/12/07 05:10:24 - mmengine - INFO - Epoch(train) [92][1700/5005] lr: 5.6781e-02 eta: 20:38:39 time: 0.1366 data_time: 0.0017 memory: 4390 loss: 3.4883 2022/12/07 05:10:38 - mmengine - INFO - Epoch(train) [92][1800/5005] lr: 5.6765e-02 eta: 20:38:25 time: 0.1366 data_time: 0.0016 memory: 4390 loss: 3.1587 2022/12/07 05:10:52 - mmengine - INFO - Epoch(train) [92][1900/5005] lr: 5.6750e-02 eta: 20:38:12 time: 0.1382 data_time: 0.0017 memory: 4390 loss: 3.3592 2022/12/07 05:11:06 - mmengine - INFO - Epoch(train) [92][2000/5005] lr: 5.6734e-02 eta: 20:37:58 time: 0.1375 data_time: 0.0018 memory: 4390 loss: 2.9831 2022/12/07 05:11:20 - mmengine - INFO - Epoch(train) [92][2100/5005] lr: 5.6719e-02 eta: 20:37:45 time: 0.1372 data_time: 0.0017 memory: 4390 loss: 3.3530 2022/12/07 05:11:33 - mmengine - INFO - Epoch(train) [92][2200/5005] lr: 5.6703e-02 eta: 20:37:31 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.7524 2022/12/07 05:11:47 - mmengine - INFO - Epoch(train) [92][2300/5005] lr: 5.6688e-02 eta: 20:37:17 time: 0.1366 data_time: 0.0017 memory: 4390 loss: 3.4168 2022/12/07 05:12:01 - mmengine - INFO - Epoch(train) [92][2400/5005] lr: 5.6672e-02 eta: 20:37:04 time: 0.1368 data_time: 0.0021 memory: 4390 loss: 3.6607 2022/12/07 05:12:15 - mmengine - INFO - Epoch(train) [92][2500/5005] lr: 5.6657e-02 eta: 20:36:50 time: 0.1367 data_time: 0.0020 memory: 4390 loss: 3.1656 2022/12/07 05:12:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:12:29 - mmengine - INFO - Epoch(train) [92][2600/5005] lr: 5.6641e-02 eta: 20:36:37 time: 0.1373 data_time: 0.0020 memory: 4390 loss: 3.1178 2022/12/07 05:12:43 - mmengine - INFO - Epoch(train) [92][2700/5005] lr: 5.6626e-02 eta: 20:36:23 time: 0.1374 data_time: 0.0021 memory: 4390 loss: 3.4358 2022/12/07 05:12:57 - mmengine - INFO - Epoch(train) [92][2800/5005] lr: 5.6610e-02 eta: 20:36:10 time: 0.1372 data_time: 0.0022 memory: 4390 loss: 3.6011 2022/12/07 05:13:10 - mmengine - INFO - Epoch(train) [92][2900/5005] lr: 5.6594e-02 eta: 20:35:56 time: 0.1388 data_time: 0.0016 memory: 4390 loss: 3.1362 2022/12/07 05:13:24 - mmengine - INFO - Epoch(train) [92][3000/5005] lr: 5.6579e-02 eta: 20:35:43 time: 0.1377 data_time: 0.0018 memory: 4390 loss: 3.1646 2022/12/07 05:13:38 - mmengine - INFO - Epoch(train) [92][3100/5005] lr: 5.6563e-02 eta: 20:35:29 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.6011 2022/12/07 05:13:52 - mmengine - INFO - Epoch(train) [92][3200/5005] lr: 5.6548e-02 eta: 20:35:16 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.1423 2022/12/07 05:14:06 - mmengine - INFO - Epoch(train) [92][3300/5005] lr: 5.6532e-02 eta: 20:35:03 time: 0.1386 data_time: 0.0017 memory: 4390 loss: 3.3099 2022/12/07 05:14:20 - mmengine - INFO - Epoch(train) [92][3400/5005] lr: 5.6517e-02 eta: 20:34:49 time: 0.1426 data_time: 0.0016 memory: 4390 loss: 3.3006 2022/12/07 05:14:34 - mmengine - INFO - Epoch(train) [92][3500/5005] lr: 5.6501e-02 eta: 20:34:36 time: 0.1367 data_time: 0.0015 memory: 4390 loss: 2.9065 2022/12/07 05:14:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:14:48 - mmengine - INFO - Epoch(train) [92][3600/5005] lr: 5.6485e-02 eta: 20:34:22 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.2461 2022/12/07 05:15:02 - mmengine - INFO - Epoch(train) [92][3700/5005] lr: 5.6470e-02 eta: 20:34:09 time: 0.1367 data_time: 0.0020 memory: 4390 loss: 2.7804 2022/12/07 05:15:15 - mmengine - INFO - Epoch(train) [92][3800/5005] lr: 5.6454e-02 eta: 20:33:55 time: 0.1380 data_time: 0.0022 memory: 4390 loss: 3.4163 2022/12/07 05:15:29 - mmengine - INFO - Epoch(train) [92][3900/5005] lr: 5.6439e-02 eta: 20:33:42 time: 0.1379 data_time: 0.0016 memory: 4390 loss: 3.0613 2022/12/07 05:15:43 - mmengine - INFO - Epoch(train) [92][4000/5005] lr: 5.6423e-02 eta: 20:33:28 time: 0.1375 data_time: 0.0015 memory: 4390 loss: 3.3423 2022/12/07 05:15:57 - mmengine - INFO - Epoch(train) [92][4100/5005] lr: 5.6408e-02 eta: 20:33:15 time: 0.1386 data_time: 0.0017 memory: 4390 loss: 3.1471 2022/12/07 05:16:11 - mmengine - INFO - Epoch(train) [92][4200/5005] lr: 5.6392e-02 eta: 20:33:01 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.0239 2022/12/07 05:16:25 - mmengine - INFO - Epoch(train) [92][4300/5005] lr: 5.6377e-02 eta: 20:32:48 time: 0.1376 data_time: 0.0014 memory: 4390 loss: 3.3595 2022/12/07 05:16:39 - mmengine - INFO - Epoch(train) [92][4400/5005] lr: 5.6361e-02 eta: 20:32:34 time: 0.1433 data_time: 0.0021 memory: 4390 loss: 3.9640 2022/12/07 05:16:53 - mmengine - INFO - Epoch(train) [92][4500/5005] lr: 5.6345e-02 eta: 20:32:21 time: 0.1392 data_time: 0.0016 memory: 4390 loss: 3.1012 2022/12/07 05:16:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:17:07 - mmengine - INFO - Epoch(train) [92][4600/5005] lr: 5.6330e-02 eta: 20:32:08 time: 0.1421 data_time: 0.0016 memory: 4390 loss: 3.0702 2022/12/07 05:17:21 - mmengine - INFO - Epoch(train) [92][4700/5005] lr: 5.6314e-02 eta: 20:31:55 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.2120 2022/12/07 05:17:35 - mmengine - INFO - Epoch(train) [92][4800/5005] lr: 5.6299e-02 eta: 20:31:41 time: 0.1367 data_time: 0.0021 memory: 4390 loss: 3.2240 2022/12/07 05:17:49 - mmengine - INFO - Epoch(train) [92][4900/5005] lr: 5.6283e-02 eta: 20:31:27 time: 0.1371 data_time: 0.0020 memory: 4390 loss: 3.2066 2022/12/07 05:18:03 - mmengine - INFO - Epoch(train) [92][5000/5005] lr: 5.6268e-02 eta: 20:31:14 time: 0.1386 data_time: 0.0029 memory: 4390 loss: 3.5842 2022/12/07 05:18:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:18:03 - mmengine - INFO - Saving checkpoint at 92 epochs 2022/12/07 05:18:14 - mmengine - INFO - Epoch(val) [92][100/196] eta: 0:00:07 time: 0.0827 data_time: 0.0525 memory: 4390 2022/12/07 05:18:33 - mmengine - INFO - Epoch(val) [92][196/196] accuracy/top1: 65.8740 accuracy/top5: 87.5960 2022/12/07 05:18:47 - mmengine - INFO - Epoch(train) [93][ 100/5005] lr: 5.6251e-02 eta: 20:31:00 time: 0.1388 data_time: 0.0019 memory: 4390 loss: 3.5712 2022/12/07 05:19:01 - mmengine - INFO - Epoch(train) [93][ 200/5005] lr: 5.6236e-02 eta: 20:30:47 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.1633 2022/12/07 05:19:15 - mmengine - INFO - Epoch(train) [93][ 300/5005] lr: 5.6220e-02 eta: 20:30:33 time: 0.1387 data_time: 0.0017 memory: 4390 loss: 3.8816 2022/12/07 05:19:29 - mmengine - INFO - Epoch(train) [93][ 400/5005] lr: 5.6205e-02 eta: 20:30:20 time: 0.1378 data_time: 0.0015 memory: 4390 loss: 2.7133 2022/12/07 05:19:43 - mmengine - INFO - Epoch(train) [93][ 500/5005] lr: 5.6189e-02 eta: 20:30:06 time: 0.1382 data_time: 0.0016 memory: 4390 loss: 3.5189 2022/12/07 05:19:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:19:57 - mmengine - INFO - Epoch(train) [93][ 600/5005] lr: 5.6173e-02 eta: 20:29:53 time: 0.1375 data_time: 0.0015 memory: 4390 loss: 3.3359 2022/12/07 05:20:11 - mmengine - INFO - Epoch(train) [93][ 700/5005] lr: 5.6158e-02 eta: 20:29:39 time: 0.1384 data_time: 0.0020 memory: 4390 loss: 3.3712 2022/12/07 05:20:25 - mmengine - INFO - Epoch(train) [93][ 800/5005] lr: 5.6142e-02 eta: 20:29:26 time: 0.1372 data_time: 0.0021 memory: 4390 loss: 3.3056 2022/12/07 05:20:38 - mmengine - INFO - Epoch(train) [93][ 900/5005] lr: 5.6127e-02 eta: 20:29:12 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.3540 2022/12/07 05:20:53 - mmengine - INFO - Epoch(train) [93][1000/5005] lr: 5.6111e-02 eta: 20:28:59 time: 0.1507 data_time: 0.0016 memory: 4390 loss: 3.1914 2022/12/07 05:21:07 - mmengine - INFO - Epoch(train) [93][1100/5005] lr: 5.6096e-02 eta: 20:28:46 time: 0.1376 data_time: 0.0019 memory: 4390 loss: 3.1033 2022/12/07 05:21:21 - mmengine - INFO - Epoch(train) [93][1200/5005] lr: 5.6080e-02 eta: 20:28:32 time: 0.1416 data_time: 0.0016 memory: 4390 loss: 2.9514 2022/12/07 05:21:34 - mmengine - INFO - Epoch(train) [93][1300/5005] lr: 5.6064e-02 eta: 20:28:19 time: 0.1379 data_time: 0.0018 memory: 4390 loss: 3.3387 2022/12/07 05:21:48 - mmengine - INFO - Epoch(train) [93][1400/5005] lr: 5.6049e-02 eta: 20:28:06 time: 0.1385 data_time: 0.0015 memory: 4390 loss: 2.9711 2022/12/07 05:22:02 - mmengine - INFO - Epoch(train) [93][1500/5005] lr: 5.6033e-02 eta: 20:27:52 time: 0.1381 data_time: 0.0015 memory: 4390 loss: 3.1918 2022/12/07 05:22:08 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:22:16 - mmengine - INFO - Epoch(train) [93][1600/5005] lr: 5.6018e-02 eta: 20:27:39 time: 0.1429 data_time: 0.0017 memory: 4390 loss: 3.7042 2022/12/07 05:22:30 - mmengine - INFO - Epoch(train) [93][1700/5005] lr: 5.6002e-02 eta: 20:27:25 time: 0.1380 data_time: 0.0016 memory: 4390 loss: 2.9650 2022/12/07 05:22:44 - mmengine - INFO - Epoch(train) [93][1800/5005] lr: 5.5986e-02 eta: 20:27:12 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.5492 2022/12/07 05:22:58 - mmengine - INFO - Epoch(train) [93][1900/5005] lr: 5.5971e-02 eta: 20:26:58 time: 0.1385 data_time: 0.0015 memory: 4390 loss: 3.4873 2022/12/07 05:23:12 - mmengine - INFO - Epoch(train) [93][2000/5005] lr: 5.5955e-02 eta: 20:26:45 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.2013 2022/12/07 05:23:26 - mmengine - INFO - Epoch(train) [93][2100/5005] lr: 5.5940e-02 eta: 20:26:31 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.8942 2022/12/07 05:23:40 - mmengine - INFO - Epoch(train) [93][2200/5005] lr: 5.5924e-02 eta: 20:26:18 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 2.8899 2022/12/07 05:23:53 - mmengine - INFO - Epoch(train) [93][2300/5005] lr: 5.5909e-02 eta: 20:26:04 time: 0.1394 data_time: 0.0016 memory: 4390 loss: 3.1340 2022/12/07 05:24:07 - mmengine - INFO - Epoch(train) [93][2400/5005] lr: 5.5893e-02 eta: 20:25:51 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.2539 2022/12/07 05:24:21 - mmengine - INFO - Epoch(train) [93][2500/5005] lr: 5.5877e-02 eta: 20:25:37 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 2.9071 2022/12/07 05:24:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:24:35 - mmengine - INFO - Epoch(train) [93][2600/5005] lr: 5.5862e-02 eta: 20:25:24 time: 0.1380 data_time: 0.0015 memory: 4390 loss: 3.4112 2022/12/07 05:24:49 - mmengine - INFO - Epoch(train) [93][2700/5005] lr: 5.5846e-02 eta: 20:25:10 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 2.8108 2022/12/07 05:25:03 - mmengine - INFO - Epoch(train) [93][2800/5005] lr: 5.5831e-02 eta: 20:24:57 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.4485 2022/12/07 05:25:17 - mmengine - INFO - Epoch(train) [93][2900/5005] lr: 5.5815e-02 eta: 20:24:44 time: 0.1384 data_time: 0.0017 memory: 4390 loss: 3.0673 2022/12/07 05:25:31 - mmengine - INFO - Epoch(train) [93][3000/5005] lr: 5.5799e-02 eta: 20:24:30 time: 0.1388 data_time: 0.0017 memory: 4390 loss: 3.0418 2022/12/07 05:25:45 - mmengine - INFO - Epoch(train) [93][3100/5005] lr: 5.5784e-02 eta: 20:24:17 time: 0.1383 data_time: 0.0015 memory: 4390 loss: 3.2120 2022/12/07 05:25:59 - mmengine - INFO - Epoch(train) [93][3200/5005] lr: 5.5768e-02 eta: 20:24:03 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.0390 2022/12/07 05:26:13 - mmengine - INFO - Epoch(train) [93][3300/5005] lr: 5.5753e-02 eta: 20:23:50 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.4499 2022/12/07 05:26:27 - mmengine - INFO - Epoch(train) [93][3400/5005] lr: 5.5737e-02 eta: 20:23:36 time: 0.1375 data_time: 0.0015 memory: 4390 loss: 2.8627 2022/12/07 05:26:40 - mmengine - INFO - Epoch(train) [93][3500/5005] lr: 5.5722e-02 eta: 20:23:23 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.2490 2022/12/07 05:26:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:26:54 - mmengine - INFO - Epoch(train) [93][3600/5005] lr: 5.5706e-02 eta: 20:23:09 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.1481 2022/12/07 05:27:08 - mmengine - INFO - Epoch(train) [93][3700/5005] lr: 5.5690e-02 eta: 20:22:56 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.6050 2022/12/07 05:27:22 - mmengine - INFO - Epoch(train) [93][3800/5005] lr: 5.5675e-02 eta: 20:22:42 time: 0.1378 data_time: 0.0015 memory: 4390 loss: 3.5153 2022/12/07 05:27:36 - mmengine - INFO - Epoch(train) [93][3900/5005] lr: 5.5659e-02 eta: 20:22:29 time: 0.1376 data_time: 0.0015 memory: 4390 loss: 3.2233 2022/12/07 05:27:50 - mmengine - INFO - Epoch(train) [93][4000/5005] lr: 5.5644e-02 eta: 20:22:15 time: 0.1378 data_time: 0.0016 memory: 4390 loss: 3.0030 2022/12/07 05:28:04 - mmengine - INFO - Epoch(train) [93][4100/5005] lr: 5.5628e-02 eta: 20:22:02 time: 0.1456 data_time: 0.0015 memory: 4390 loss: 3.4816 2022/12/07 05:28:18 - mmengine - INFO - Epoch(train) [93][4200/5005] lr: 5.5612e-02 eta: 20:21:49 time: 0.1388 data_time: 0.0015 memory: 4390 loss: 3.0285 2022/12/07 05:28:32 - mmengine - INFO - Epoch(train) [93][4300/5005] lr: 5.5597e-02 eta: 20:21:35 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 3.5397 2022/12/07 05:28:45 - mmengine - INFO - Epoch(train) [93][4400/5005] lr: 5.5581e-02 eta: 20:21:21 time: 0.1383 data_time: 0.0015 memory: 4390 loss: 3.4290 2022/12/07 05:28:59 - mmengine - INFO - Epoch(train) [93][4500/5005] lr: 5.5566e-02 eta: 20:21:08 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.2605 2022/12/07 05:29:05 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:29:13 - mmengine - INFO - Epoch(train) [93][4600/5005] lr: 5.5550e-02 eta: 20:20:55 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.1925 2022/12/07 05:29:27 - mmengine - INFO - Epoch(train) [93][4700/5005] lr: 5.5534e-02 eta: 20:20:41 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.5776 2022/12/07 05:29:41 - mmengine - INFO - Epoch(train) [93][4800/5005] lr: 5.5519e-02 eta: 20:20:27 time: 0.1384 data_time: 0.0016 memory: 4390 loss: 2.9557 2022/12/07 05:29:55 - mmengine - INFO - Epoch(train) [93][4900/5005] lr: 5.5503e-02 eta: 20:20:14 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 3.4509 2022/12/07 05:30:09 - mmengine - INFO - Epoch(train) [93][5000/5005] lr: 5.5488e-02 eta: 20:20:01 time: 0.1393 data_time: 0.0025 memory: 4390 loss: 2.7722 2022/12/07 05:30:09 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:30:09 - mmengine - INFO - Saving checkpoint at 93 epochs 2022/12/07 05:30:21 - mmengine - INFO - Epoch(val) [93][100/196] eta: 0:00:08 time: 0.0818 data_time: 0.0510 memory: 4390 2022/12/07 05:30:40 - mmengine - INFO - Epoch(val) [93][196/196] accuracy/top1: 66.2480 accuracy/top5: 87.8900 2022/12/07 05:30:54 - mmengine - INFO - Epoch(train) [94][ 100/5005] lr: 5.5471e-02 eta: 20:19:47 time: 0.1371 data_time: 0.0016 memory: 4390 loss: 3.3599 2022/12/07 05:31:08 - mmengine - INFO - Epoch(train) [94][ 200/5005] lr: 5.5456e-02 eta: 20:19:34 time: 0.1380 data_time: 0.0016 memory: 4390 loss: 3.4049 2022/12/07 05:31:22 - mmengine - INFO - Epoch(train) [94][ 300/5005] lr: 5.5440e-02 eta: 20:19:20 time: 0.1387 data_time: 0.0016 memory: 4390 loss: 3.1183 2022/12/07 05:31:36 - mmengine - INFO - Epoch(train) [94][ 400/5005] lr: 5.5424e-02 eta: 20:19:07 time: 0.1380 data_time: 0.0015 memory: 4390 loss: 3.2859 2022/12/07 05:31:50 - mmengine - INFO - Epoch(train) [94][ 500/5005] lr: 5.5409e-02 eta: 20:18:53 time: 0.1383 data_time: 0.0014 memory: 4390 loss: 3.6865 2022/12/07 05:31:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:32:04 - mmengine - INFO - Epoch(train) [94][ 600/5005] lr: 5.5393e-02 eta: 20:18:39 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 3.4671 2022/12/07 05:32:17 - mmengine - INFO - Epoch(train) [94][ 700/5005] lr: 5.5378e-02 eta: 20:18:26 time: 0.1384 data_time: 0.0015 memory: 4390 loss: 3.4495 2022/12/07 05:32:31 - mmengine - INFO - Epoch(train) [94][ 800/5005] lr: 5.5362e-02 eta: 20:18:12 time: 0.1416 data_time: 0.0016 memory: 4390 loss: 3.4725 2022/12/07 05:32:45 - mmengine - INFO - Epoch(train) [94][ 900/5005] lr: 5.5346e-02 eta: 20:17:59 time: 0.1462 data_time: 0.0017 memory: 4390 loss: 3.5588 2022/12/07 05:32:59 - mmengine - INFO - Epoch(train) [94][1000/5005] lr: 5.5331e-02 eta: 20:17:46 time: 0.1387 data_time: 0.0016 memory: 4390 loss: 3.1518 2022/12/07 05:33:13 - mmengine - INFO - Epoch(train) [94][1100/5005] lr: 5.5315e-02 eta: 20:17:32 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.4223 2022/12/07 05:33:27 - mmengine - INFO - Epoch(train) [94][1200/5005] lr: 5.5300e-02 eta: 20:17:19 time: 0.1372 data_time: 0.0018 memory: 4390 loss: 3.3635 2022/12/07 05:33:41 - mmengine - INFO - Epoch(train) [94][1300/5005] lr: 5.5284e-02 eta: 20:17:05 time: 0.1382 data_time: 0.0022 memory: 4390 loss: 2.7226 2022/12/07 05:33:55 - mmengine - INFO - Epoch(train) [94][1400/5005] lr: 5.5268e-02 eta: 20:16:52 time: 0.1394 data_time: 0.0017 memory: 4390 loss: 3.3279 2022/12/07 05:34:09 - mmengine - INFO - Epoch(train) [94][1500/5005] lr: 5.5253e-02 eta: 20:16:38 time: 0.1371 data_time: 0.0017 memory: 4390 loss: 3.1716 2022/12/07 05:34:14 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:34:23 - mmengine - INFO - Epoch(train) [94][1600/5005] lr: 5.5237e-02 eta: 20:16:25 time: 0.1371 data_time: 0.0016 memory: 4390 loss: 3.5539 2022/12/07 05:34:37 - mmengine - INFO - Epoch(train) [94][1700/5005] lr: 5.5222e-02 eta: 20:16:11 time: 0.1377 data_time: 0.0019 memory: 4390 loss: 3.4033 2022/12/07 05:34:51 - mmengine - INFO - Epoch(train) [94][1800/5005] lr: 5.5206e-02 eta: 20:15:58 time: 0.1377 data_time: 0.0019 memory: 4390 loss: 3.5195 2022/12/07 05:35:05 - mmengine - INFO - Epoch(train) [94][1900/5005] lr: 5.5190e-02 eta: 20:15:45 time: 0.1388 data_time: 0.0016 memory: 4390 loss: 3.3190 2022/12/07 05:35:19 - mmengine - INFO - Epoch(train) [94][2000/5005] lr: 5.5175e-02 eta: 20:15:31 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.4234 2022/12/07 05:35:33 - mmengine - INFO - Epoch(train) [94][2100/5005] lr: 5.5159e-02 eta: 20:15:18 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.3952 2022/12/07 05:35:47 - mmengine - INFO - Epoch(train) [94][2200/5005] lr: 5.5144e-02 eta: 20:15:04 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.4290 2022/12/07 05:36:00 - mmengine - INFO - Epoch(train) [94][2300/5005] lr: 5.5128e-02 eta: 20:14:51 time: 0.1372 data_time: 0.0017 memory: 4390 loss: 3.4857 2022/12/07 05:36:14 - mmengine - INFO - Epoch(train) [94][2400/5005] lr: 5.5112e-02 eta: 20:14:37 time: 0.1383 data_time: 0.0016 memory: 4390 loss: 2.9902 2022/12/07 05:36:28 - mmengine - INFO - Epoch(train) [94][2500/5005] lr: 5.5097e-02 eta: 20:14:24 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.3764 2022/12/07 05:36:33 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:36:42 - mmengine - INFO - Epoch(train) [94][2600/5005] lr: 5.5081e-02 eta: 20:14:10 time: 0.1380 data_time: 0.0015 memory: 4390 loss: 2.8699 2022/12/07 05:36:56 - mmengine - INFO - Epoch(train) [94][2700/5005] lr: 5.5066e-02 eta: 20:13:57 time: 0.1381 data_time: 0.0016 memory: 4390 loss: 3.3964 2022/12/07 05:37:10 - mmengine - INFO - Epoch(train) [94][2800/5005] lr: 5.5050e-02 eta: 20:13:43 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 3.3540 2022/12/07 05:37:24 - mmengine - INFO - Epoch(train) [94][2900/5005] lr: 5.5034e-02 eta: 20:13:30 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.2847 2022/12/07 05:37:37 - mmengine - INFO - Epoch(train) [94][3000/5005] lr: 5.5019e-02 eta: 20:13:16 time: 0.1379 data_time: 0.0016 memory: 4390 loss: 3.9791 2022/12/07 05:37:51 - mmengine - INFO - Epoch(train) [94][3100/5005] lr: 5.5003e-02 eta: 20:13:03 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.1791 2022/12/07 05:38:05 - mmengine - INFO - Epoch(train) [94][3200/5005] lr: 5.4987e-02 eta: 20:12:49 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.5455 2022/12/07 05:38:19 - mmengine - INFO - Epoch(train) [94][3300/5005] lr: 5.4972e-02 eta: 20:12:36 time: 0.1375 data_time: 0.0015 memory: 4390 loss: 3.0766 2022/12/07 05:38:33 - mmengine - INFO - Epoch(train) [94][3400/5005] lr: 5.4956e-02 eta: 20:12:22 time: 0.1390 data_time: 0.0016 memory: 4390 loss: 3.2150 2022/12/07 05:38:47 - mmengine - INFO - Epoch(train) [94][3500/5005] lr: 5.4941e-02 eta: 20:12:09 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.4836 2022/12/07 05:38:52 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:39:01 - mmengine - INFO - Epoch(train) [94][3600/5005] lr: 5.4925e-02 eta: 20:11:55 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 3.6938 2022/12/07 05:39:15 - mmengine - INFO - Epoch(train) [94][3700/5005] lr: 5.4909e-02 eta: 20:11:42 time: 0.1365 data_time: 0.0017 memory: 4390 loss: 3.5246 2022/12/07 05:39:29 - mmengine - INFO - Epoch(train) [94][3800/5005] lr: 5.4894e-02 eta: 20:11:28 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.7178 2022/12/07 05:39:42 - mmengine - INFO - Epoch(train) [94][3900/5005] lr: 5.4878e-02 eta: 20:11:15 time: 0.1374 data_time: 0.0017 memory: 4390 loss: 3.3888 2022/12/07 05:39:56 - mmengine - INFO - Epoch(train) [94][4000/5005] lr: 5.4863e-02 eta: 20:11:01 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 2.9292 2022/12/07 05:40:10 - mmengine - INFO - Epoch(train) [94][4100/5005] lr: 5.4847e-02 eta: 20:10:47 time: 0.1371 data_time: 0.0019 memory: 4390 loss: 2.9244 2022/12/07 05:40:24 - mmengine - INFO - Epoch(train) [94][4200/5005] lr: 5.4831e-02 eta: 20:10:34 time: 0.1371 data_time: 0.0020 memory: 4390 loss: 2.9312 2022/12/07 05:40:38 - mmengine - INFO - Epoch(train) [94][4300/5005] lr: 5.4816e-02 eta: 20:10:20 time: 0.1372 data_time: 0.0022 memory: 4390 loss: 3.1930 2022/12/07 05:40:52 - mmengine - INFO - Epoch(train) [94][4400/5005] lr: 5.4800e-02 eta: 20:10:07 time: 0.1375 data_time: 0.0023 memory: 4390 loss: 3.4546 2022/12/07 05:41:06 - mmengine - INFO - Epoch(train) [94][4500/5005] lr: 5.4784e-02 eta: 20:09:53 time: 0.1371 data_time: 0.0022 memory: 4390 loss: 3.3750 2022/12/07 05:41:10 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:41:19 - mmengine - INFO - Epoch(train) [94][4600/5005] lr: 5.4769e-02 eta: 20:09:39 time: 0.1373 data_time: 0.0021 memory: 4390 loss: 3.6746 2022/12/07 05:41:33 - mmengine - INFO - Epoch(train) [94][4700/5005] lr: 5.4753e-02 eta: 20:09:26 time: 0.1368 data_time: 0.0021 memory: 4390 loss: 3.1128 2022/12/07 05:41:47 - mmengine - INFO - Epoch(train) [94][4800/5005] lr: 5.4738e-02 eta: 20:09:12 time: 0.1369 data_time: 0.0022 memory: 4390 loss: 3.6898 2022/12/07 05:42:01 - mmengine - INFO - Epoch(train) [94][4900/5005] lr: 5.4722e-02 eta: 20:08:59 time: 0.1371 data_time: 0.0021 memory: 4390 loss: 3.4482 2022/12/07 05:42:15 - mmengine - INFO - Epoch(train) [94][5000/5005] lr: 5.4706e-02 eta: 20:08:45 time: 0.1394 data_time: 0.0030 memory: 4390 loss: 3.4167 2022/12/07 05:42:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:42:15 - mmengine - INFO - Saving checkpoint at 94 epochs 2022/12/07 05:42:26 - mmengine - INFO - Epoch(val) [94][100/196] eta: 0:00:08 time: 0.0784 data_time: 0.0442 memory: 4390 2022/12/07 05:42:46 - mmengine - INFO - Epoch(val) [94][196/196] accuracy/top1: 66.5940 accuracy/top5: 87.9120 2022/12/07 05:43:00 - mmengine - INFO - Epoch(train) [95][ 100/5005] lr: 5.4690e-02 eta: 20:08:32 time: 0.1400 data_time: 0.0016 memory: 4390 loss: 3.3004 2022/12/07 05:43:14 - mmengine - INFO - Epoch(train) [95][ 200/5005] lr: 5.4674e-02 eta: 20:08:18 time: 0.1365 data_time: 0.0017 memory: 4390 loss: 3.0072 2022/12/07 05:43:28 - mmengine - INFO - Epoch(train) [95][ 300/5005] lr: 5.4659e-02 eta: 20:08:04 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.2527 2022/12/07 05:43:41 - mmengine - INFO - Epoch(train) [95][ 400/5005] lr: 5.4643e-02 eta: 20:07:51 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.4556 2022/12/07 05:43:55 - mmengine - INFO - Epoch(train) [95][ 500/5005] lr: 5.4627e-02 eta: 20:07:37 time: 0.1386 data_time: 0.0017 memory: 4390 loss: 3.1467 2022/12/07 05:43:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:44:09 - mmengine - INFO - Epoch(train) [95][ 600/5005] lr: 5.4612e-02 eta: 20:07:24 time: 0.1376 data_time: 0.0017 memory: 4390 loss: 3.4571 2022/12/07 05:44:23 - mmengine - INFO - Epoch(train) [95][ 700/5005] lr: 5.4596e-02 eta: 20:07:10 time: 0.1381 data_time: 0.0016 memory: 4390 loss: 3.5713 2022/12/07 05:44:37 - mmengine - INFO - Epoch(train) [95][ 800/5005] lr: 5.4581e-02 eta: 20:06:57 time: 0.1416 data_time: 0.0016 memory: 4390 loss: 3.0124 2022/12/07 05:44:51 - mmengine - INFO - Epoch(train) [95][ 900/5005] lr: 5.4565e-02 eta: 20:06:43 time: 0.1396 data_time: 0.0016 memory: 4390 loss: 3.1298 2022/12/07 05:45:05 - mmengine - INFO - Epoch(train) [95][1000/5005] lr: 5.4549e-02 eta: 20:06:30 time: 0.1389 data_time: 0.0015 memory: 4390 loss: 3.1630 2022/12/07 05:45:19 - mmengine - INFO - Epoch(train) [95][1100/5005] lr: 5.4534e-02 eta: 20:06:16 time: 0.1383 data_time: 0.0015 memory: 4390 loss: 3.0700 2022/12/07 05:45:33 - mmengine - INFO - Epoch(train) [95][1200/5005] lr: 5.4518e-02 eta: 20:06:03 time: 0.1378 data_time: 0.0015 memory: 4390 loss: 3.4987 2022/12/07 05:45:46 - mmengine - INFO - Epoch(train) [95][1300/5005] lr: 5.4502e-02 eta: 20:05:49 time: 0.1371 data_time: 0.0015 memory: 4390 loss: 3.3189 2022/12/07 05:46:00 - mmengine - INFO - Epoch(train) [95][1400/5005] lr: 5.4487e-02 eta: 20:05:36 time: 0.1374 data_time: 0.0014 memory: 4390 loss: 3.1310 2022/12/07 05:46:14 - mmengine - INFO - Epoch(train) [95][1500/5005] lr: 5.4471e-02 eta: 20:05:22 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.1491 2022/12/07 05:46:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:46:28 - mmengine - INFO - Epoch(train) [95][1600/5005] lr: 5.4456e-02 eta: 20:05:09 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.1495 2022/12/07 05:46:42 - mmengine - INFO - Epoch(train) [95][1700/5005] lr: 5.4440e-02 eta: 20:04:55 time: 0.1386 data_time: 0.0016 memory: 4390 loss: 3.2118 2022/12/07 05:46:56 - mmengine - INFO - Epoch(train) [95][1800/5005] lr: 5.4424e-02 eta: 20:04:42 time: 0.1368 data_time: 0.0015 memory: 4390 loss: 2.7489 2022/12/07 05:47:10 - mmengine - INFO - Epoch(train) [95][1900/5005] lr: 5.4409e-02 eta: 20:04:28 time: 0.1378 data_time: 0.0015 memory: 4390 loss: 3.3494 2022/12/07 05:47:23 - mmengine - INFO - Epoch(train) [95][2000/5005] lr: 5.4393e-02 eta: 20:04:15 time: 0.1371 data_time: 0.0016 memory: 4390 loss: 3.5185 2022/12/07 05:47:37 - mmengine - INFO - Epoch(train) [95][2100/5005] lr: 5.4377e-02 eta: 20:04:01 time: 0.1388 data_time: 0.0024 memory: 4390 loss: 3.2360 2022/12/07 05:47:51 - mmengine - INFO - Epoch(train) [95][2200/5005] lr: 5.4362e-02 eta: 20:03:48 time: 0.1374 data_time: 0.0017 memory: 4390 loss: 3.0839 2022/12/07 05:48:05 - mmengine - INFO - Epoch(train) [95][2300/5005] lr: 5.4346e-02 eta: 20:03:34 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.3356 2022/12/07 05:48:19 - mmengine - INFO - Epoch(train) [95][2400/5005] lr: 5.4330e-02 eta: 20:03:21 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.3886 2022/12/07 05:48:33 - mmengine - INFO - Epoch(train) [95][2500/5005] lr: 5.4315e-02 eta: 20:03:07 time: 0.1369 data_time: 0.0015 memory: 4390 loss: 3.2708 2022/12/07 05:48:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:48:47 - mmengine - INFO - Epoch(train) [95][2600/5005] lr: 5.4299e-02 eta: 20:02:54 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.4250 2022/12/07 05:49:01 - mmengine - INFO - Epoch(train) [95][2700/5005] lr: 5.4284e-02 eta: 20:02:40 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.9019 2022/12/07 05:49:15 - mmengine - INFO - Epoch(train) [95][2800/5005] lr: 5.4268e-02 eta: 20:02:27 time: 0.1376 data_time: 0.0017 memory: 4390 loss: 3.3855 2022/12/07 05:49:29 - mmengine - INFO - Epoch(train) [95][2900/5005] lr: 5.4252e-02 eta: 20:02:13 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.3062 2022/12/07 05:49:42 - mmengine - INFO - Epoch(train) [95][3000/5005] lr: 5.4237e-02 eta: 20:02:00 time: 0.1386 data_time: 0.0016 memory: 4390 loss: 3.2047 2022/12/07 05:49:56 - mmengine - INFO - Epoch(train) [95][3100/5005] lr: 5.4221e-02 eta: 20:01:46 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.4916 2022/12/07 05:50:10 - mmengine - INFO - Epoch(train) [95][3200/5005] lr: 5.4205e-02 eta: 20:01:33 time: 0.1364 data_time: 0.0015 memory: 4390 loss: 3.3627 2022/12/07 05:50:24 - mmengine - INFO - Epoch(train) [95][3300/5005] lr: 5.4190e-02 eta: 20:01:19 time: 0.1385 data_time: 0.0016 memory: 4390 loss: 3.0848 2022/12/07 05:50:38 - mmengine - INFO - Epoch(train) [95][3400/5005] lr: 5.4174e-02 eta: 20:01:05 time: 0.1376 data_time: 0.0017 memory: 4390 loss: 3.6136 2022/12/07 05:50:52 - mmengine - INFO - Epoch(train) [95][3500/5005] lr: 5.4159e-02 eta: 20:00:52 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 2.9133 2022/12/07 05:50:56 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:51:06 - mmengine - INFO - Epoch(train) [95][3600/5005] lr: 5.4143e-02 eta: 20:00:38 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.2206 2022/12/07 05:51:20 - mmengine - INFO - Epoch(train) [95][3700/5005] lr: 5.4127e-02 eta: 20:00:25 time: 0.1384 data_time: 0.0017 memory: 4390 loss: 3.1524 2022/12/07 05:51:34 - mmengine - INFO - Epoch(train) [95][3800/5005] lr: 5.4112e-02 eta: 20:00:12 time: 0.1382 data_time: 0.0016 memory: 4390 loss: 3.6694 2022/12/07 05:51:47 - mmengine - INFO - Epoch(train) [95][3900/5005] lr: 5.4096e-02 eta: 19:59:58 time: 0.1392 data_time: 0.0016 memory: 4390 loss: 3.5049 2022/12/07 05:52:01 - mmengine - INFO - Epoch(train) [95][4000/5005] lr: 5.4080e-02 eta: 19:59:45 time: 0.1376 data_time: 0.0017 memory: 4390 loss: 3.4856 2022/12/07 05:52:15 - mmengine - INFO - Epoch(train) [95][4100/5005] lr: 5.4065e-02 eta: 19:59:31 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 2.7084 2022/12/07 05:52:29 - mmengine - INFO - Epoch(train) [95][4200/5005] lr: 5.4049e-02 eta: 19:59:18 time: 0.1379 data_time: 0.0016 memory: 4390 loss: 3.4385 2022/12/07 05:52:43 - mmengine - INFO - Epoch(train) [95][4300/5005] lr: 5.4033e-02 eta: 19:59:04 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.3473 2022/12/07 05:52:57 - mmengine - INFO - Epoch(train) [95][4400/5005] lr: 5.4018e-02 eta: 19:58:51 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 3.1249 2022/12/07 05:53:11 - mmengine - INFO - Epoch(train) [95][4500/5005] lr: 5.4002e-02 eta: 19:58:37 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.4252 2022/12/07 05:53:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:53:25 - mmengine - INFO - Epoch(train) [95][4600/5005] lr: 5.3986e-02 eta: 19:58:24 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.1846 2022/12/07 05:53:39 - mmengine - INFO - Epoch(train) [95][4700/5005] lr: 5.3971e-02 eta: 19:58:10 time: 0.1383 data_time: 0.0022 memory: 4390 loss: 3.8493 2022/12/07 05:53:53 - mmengine - INFO - Epoch(train) [95][4800/5005] lr: 5.3955e-02 eta: 19:57:57 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.0525 2022/12/07 05:54:07 - mmengine - INFO - Epoch(train) [95][4900/5005] lr: 5.3940e-02 eta: 19:57:43 time: 0.1444 data_time: 0.0015 memory: 4390 loss: 3.4646 2022/12/07 05:54:21 - mmengine - INFO - Epoch(train) [95][5000/5005] lr: 5.3924e-02 eta: 19:57:30 time: 0.1405 data_time: 0.0024 memory: 4390 loss: 2.9266 2022/12/07 05:54:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:54:21 - mmengine - INFO - Saving checkpoint at 95 epochs 2022/12/07 05:54:32 - mmengine - INFO - Epoch(val) [95][100/196] eta: 0:00:08 time: 0.0750 data_time: 0.0441 memory: 4390 2022/12/07 05:54:51 - mmengine - INFO - Epoch(val) [95][196/196] accuracy/top1: 67.4060 accuracy/top5: 88.2100 2022/12/07 05:55:05 - mmengine - INFO - Epoch(train) [96][ 100/5005] lr: 5.3907e-02 eta: 19:57:16 time: 0.1388 data_time: 0.0015 memory: 4391 loss: 3.3729 2022/12/07 05:55:19 - mmengine - INFO - Epoch(train) [96][ 200/5005] lr: 5.3892e-02 eta: 19:57:03 time: 0.1377 data_time: 0.0015 memory: 4390 loss: 2.7128 2022/12/07 05:55:33 - mmengine - INFO - Epoch(train) [96][ 300/5005] lr: 5.3876e-02 eta: 19:56:50 time: 0.1387 data_time: 0.0015 memory: 4390 loss: 3.1935 2022/12/07 05:55:48 - mmengine - INFO - Epoch(train) [96][ 400/5005] lr: 5.3861e-02 eta: 19:56:36 time: 0.1400 data_time: 0.0016 memory: 4390 loss: 3.1266 2022/12/07 05:56:02 - mmengine - INFO - Epoch(train) [96][ 500/5005] lr: 5.3845e-02 eta: 19:56:23 time: 0.1380 data_time: 0.0016 memory: 4390 loss: 3.2757 2022/12/07 05:56:05 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:56:16 - mmengine - INFO - Epoch(train) [96][ 600/5005] lr: 5.3829e-02 eta: 19:56:10 time: 0.1382 data_time: 0.0020 memory: 4390 loss: 3.3346 2022/12/07 05:56:30 - mmengine - INFO - Epoch(train) [96][ 700/5005] lr: 5.3814e-02 eta: 19:55:56 time: 0.1385 data_time: 0.0022 memory: 4390 loss: 3.5987 2022/12/07 05:56:44 - mmengine - INFO - Epoch(train) [96][ 800/5005] lr: 5.3798e-02 eta: 19:55:43 time: 0.1385 data_time: 0.0022 memory: 4390 loss: 3.2665 2022/12/07 05:56:58 - mmengine - INFO - Epoch(train) [96][ 900/5005] lr: 5.3782e-02 eta: 19:55:29 time: 0.1373 data_time: 0.0021 memory: 4390 loss: 3.1220 2022/12/07 05:57:12 - mmengine - INFO - Epoch(train) [96][1000/5005] lr: 5.3767e-02 eta: 19:55:16 time: 0.1377 data_time: 0.0021 memory: 4390 loss: 3.2984 2022/12/07 05:57:26 - mmengine - INFO - Epoch(train) [96][1100/5005] lr: 5.3751e-02 eta: 19:55:02 time: 0.1385 data_time: 0.0022 memory: 4390 loss: 3.3283 2022/12/07 05:57:40 - mmengine - INFO - Epoch(train) [96][1200/5005] lr: 5.3735e-02 eta: 19:54:49 time: 0.1386 data_time: 0.0022 memory: 4390 loss: 3.5980 2022/12/07 05:57:53 - mmengine - INFO - Epoch(train) [96][1300/5005] lr: 5.3720e-02 eta: 19:54:35 time: 0.1371 data_time: 0.0022 memory: 4390 loss: 3.2983 2022/12/07 05:58:07 - mmengine - INFO - Epoch(train) [96][1400/5005] lr: 5.3704e-02 eta: 19:54:22 time: 0.1386 data_time: 0.0024 memory: 4390 loss: 3.1885 2022/12/07 05:58:21 - mmengine - INFO - Epoch(train) [96][1500/5005] lr: 5.3688e-02 eta: 19:54:09 time: 0.1382 data_time: 0.0020 memory: 4390 loss: 3.1014 2022/12/07 05:58:25 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 05:58:35 - mmengine - INFO - Epoch(train) [96][1600/5005] lr: 5.3673e-02 eta: 19:53:55 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.7566 2022/12/07 05:58:49 - mmengine - INFO - Epoch(train) [96][1700/5005] lr: 5.3657e-02 eta: 19:53:42 time: 0.1390 data_time: 0.0016 memory: 4390 loss: 3.1552 2022/12/07 05:59:03 - mmengine - INFO - Epoch(train) [96][1800/5005] lr: 5.3641e-02 eta: 19:53:28 time: 0.1389 data_time: 0.0016 memory: 4390 loss: 3.0680 2022/12/07 05:59:17 - mmengine - INFO - Epoch(train) [96][1900/5005] lr: 5.3626e-02 eta: 19:53:15 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 2.9082 2022/12/07 05:59:31 - mmengine - INFO - Epoch(train) [96][2000/5005] lr: 5.3610e-02 eta: 19:53:01 time: 0.1375 data_time: 0.0019 memory: 4390 loss: 3.4630 2022/12/07 05:59:45 - mmengine - INFO - Epoch(train) [96][2100/5005] lr: 5.3595e-02 eta: 19:52:48 time: 0.1373 data_time: 0.0018 memory: 4390 loss: 3.3474 2022/12/07 05:59:59 - mmengine - INFO - Epoch(train) [96][2200/5005] lr: 5.3579e-02 eta: 19:52:34 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 3.3951 2022/12/07 06:00:13 - mmengine - INFO - Epoch(train) [96][2300/5005] lr: 5.3563e-02 eta: 19:52:21 time: 0.1387 data_time: 0.0024 memory: 4390 loss: 3.6842 2022/12/07 06:00:27 - mmengine - INFO - Epoch(train) [96][2400/5005] lr: 5.3548e-02 eta: 19:52:07 time: 0.1382 data_time: 0.0022 memory: 4390 loss: 3.0318 2022/12/07 06:00:41 - mmengine - INFO - Epoch(train) [96][2500/5005] lr: 5.3532e-02 eta: 19:51:54 time: 0.1411 data_time: 0.0023 memory: 4390 loss: 3.6641 2022/12/07 06:00:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:00:55 - mmengine - INFO - Epoch(train) [96][2600/5005] lr: 5.3516e-02 eta: 19:51:41 time: 0.1401 data_time: 0.0020 memory: 4390 loss: 2.9534 2022/12/07 06:01:09 - mmengine - INFO - Epoch(train) [96][2700/5005] lr: 5.3501e-02 eta: 19:51:27 time: 0.1461 data_time: 0.0019 memory: 4390 loss: 3.4128 2022/12/07 06:01:23 - mmengine - INFO - Epoch(train) [96][2800/5005] lr: 5.3485e-02 eta: 19:51:14 time: 0.1390 data_time: 0.0017 memory: 4390 loss: 3.2274 2022/12/07 06:01:37 - mmengine - INFO - Epoch(train) [96][2900/5005] lr: 5.3469e-02 eta: 19:51:01 time: 0.1385 data_time: 0.0021 memory: 4390 loss: 3.1614 2022/12/07 06:01:51 - mmengine - INFO - Epoch(train) [96][3000/5005] lr: 5.3454e-02 eta: 19:50:47 time: 0.1375 data_time: 0.0021 memory: 4390 loss: 3.0681 2022/12/07 06:02:05 - mmengine - INFO - Epoch(train) [96][3100/5005] lr: 5.3438e-02 eta: 19:50:34 time: 0.1373 data_time: 0.0021 memory: 4390 loss: 3.3496 2022/12/07 06:02:19 - mmengine - INFO - Epoch(train) [96][3200/5005] lr: 5.3422e-02 eta: 19:50:20 time: 0.1372 data_time: 0.0022 memory: 4390 loss: 2.7925 2022/12/07 06:02:33 - mmengine - INFO - Epoch(train) [96][3300/5005] lr: 5.3407e-02 eta: 19:50:06 time: 0.1376 data_time: 0.0022 memory: 4390 loss: 3.2554 2022/12/07 06:02:47 - mmengine - INFO - Epoch(train) [96][3400/5005] lr: 5.3391e-02 eta: 19:49:53 time: 0.1370 data_time: 0.0021 memory: 4390 loss: 3.1257 2022/12/07 06:03:01 - mmengine - INFO - Epoch(train) [96][3500/5005] lr: 5.3375e-02 eta: 19:49:39 time: 0.1370 data_time: 0.0017 memory: 4390 loss: 3.5771 2022/12/07 06:03:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:03:14 - mmengine - INFO - Epoch(train) [96][3600/5005] lr: 5.3360e-02 eta: 19:49:26 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 3.0894 2022/12/07 06:03:28 - mmengine - INFO - Epoch(train) [96][3700/5005] lr: 5.3344e-02 eta: 19:49:12 time: 0.1393 data_time: 0.0017 memory: 4390 loss: 3.0439 2022/12/07 06:03:42 - mmengine - INFO - Epoch(train) [96][3800/5005] lr: 5.3328e-02 eta: 19:48:59 time: 0.1392 data_time: 0.0017 memory: 4390 loss: 2.8880 2022/12/07 06:03:56 - mmengine - INFO - Epoch(train) [96][3900/5005] lr: 5.3313e-02 eta: 19:48:46 time: 0.1386 data_time: 0.0017 memory: 4390 loss: 3.0210 2022/12/07 06:04:10 - mmengine - INFO - Epoch(train) [96][4000/5005] lr: 5.3297e-02 eta: 19:48:32 time: 0.1385 data_time: 0.0015 memory: 4390 loss: 3.1805 2022/12/07 06:04:24 - mmengine - INFO - Epoch(train) [96][4100/5005] lr: 5.3281e-02 eta: 19:48:19 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.6850 2022/12/07 06:04:38 - mmengine - INFO - Epoch(train) [96][4200/5005] lr: 5.3266e-02 eta: 19:48:05 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.1549 2022/12/07 06:04:52 - mmengine - INFO - Epoch(train) [96][4300/5005] lr: 5.3250e-02 eta: 19:47:52 time: 0.1382 data_time: 0.0018 memory: 4390 loss: 3.6423 2022/12/07 06:05:06 - mmengine - INFO - Epoch(train) [96][4400/5005] lr: 5.3234e-02 eta: 19:47:38 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.0064 2022/12/07 06:05:20 - mmengine - INFO - Epoch(train) [96][4500/5005] lr: 5.3219e-02 eta: 19:47:24 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.3411 2022/12/07 06:05:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:05:34 - mmengine - INFO - Epoch(train) [96][4600/5005] lr: 5.3203e-02 eta: 19:47:11 time: 0.1394 data_time: 0.0018 memory: 4390 loss: 3.4806 2022/12/07 06:05:48 - mmengine - INFO - Epoch(train) [96][4700/5005] lr: 5.3187e-02 eta: 19:46:58 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.5850 2022/12/07 06:06:02 - mmengine - INFO - Epoch(train) [96][4800/5005] lr: 5.3172e-02 eta: 19:46:44 time: 0.1371 data_time: 0.0017 memory: 4390 loss: 3.3587 2022/12/07 06:06:16 - mmengine - INFO - Epoch(train) [96][4900/5005] lr: 5.3156e-02 eta: 19:46:31 time: 0.1411 data_time: 0.0016 memory: 4390 loss: 3.0674 2022/12/07 06:06:29 - mmengine - INFO - Epoch(train) [96][5000/5005] lr: 5.3140e-02 eta: 19:46:17 time: 0.1378 data_time: 0.0026 memory: 4390 loss: 3.3173 2022/12/07 06:06:30 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:06:30 - mmengine - INFO - Saving checkpoint at 96 epochs 2022/12/07 06:06:40 - mmengine - INFO - Epoch(val) [96][100/196] eta: 0:00:07 time: 0.0769 data_time: 0.0460 memory: 4390 2022/12/07 06:07:00 - mmengine - INFO - Epoch(val) [96][196/196] accuracy/top1: 67.3300 accuracy/top5: 88.3140 2022/12/07 06:07:15 - mmengine - INFO - Epoch(train) [97][ 100/5005] lr: 5.3124e-02 eta: 19:46:04 time: 0.1389 data_time: 0.0023 memory: 4391 loss: 3.3022 2022/12/07 06:07:29 - mmengine - INFO - Epoch(train) [97][ 200/5005] lr: 5.3108e-02 eta: 19:45:50 time: 0.1376 data_time: 0.0023 memory: 4390 loss: 3.0234 2022/12/07 06:07:43 - mmengine - INFO - Epoch(train) [97][ 300/5005] lr: 5.3093e-02 eta: 19:45:37 time: 0.1374 data_time: 0.0021 memory: 4390 loss: 3.5413 2022/12/07 06:07:57 - mmengine - INFO - Epoch(train) [97][ 400/5005] lr: 5.3077e-02 eta: 19:45:23 time: 0.1381 data_time: 0.0016 memory: 4390 loss: 3.2848 2022/12/07 06:08:11 - mmengine - INFO - Epoch(train) [97][ 500/5005] lr: 5.3061e-02 eta: 19:45:10 time: 0.1381 data_time: 0.0016 memory: 4390 loss: 3.0009 2022/12/07 06:08:13 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:08:25 - mmengine - INFO - Epoch(train) [97][ 600/5005] lr: 5.3046e-02 eta: 19:44:56 time: 0.1378 data_time: 0.0015 memory: 4390 loss: 2.6191 2022/12/07 06:08:39 - mmengine - INFO - Epoch(train) [97][ 700/5005] lr: 5.3030e-02 eta: 19:44:43 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.1900 2022/12/07 06:08:52 - mmengine - INFO - Epoch(train) [97][ 800/5005] lr: 5.3014e-02 eta: 19:44:29 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 3.0014 2022/12/07 06:09:06 - mmengine - INFO - Epoch(train) [97][ 900/5005] lr: 5.2999e-02 eta: 19:44:16 time: 0.1381 data_time: 0.0016 memory: 4390 loss: 3.0196 2022/12/07 06:09:20 - mmengine - INFO - Epoch(train) [97][1000/5005] lr: 5.2983e-02 eta: 19:44:02 time: 0.1378 data_time: 0.0016 memory: 4390 loss: 3.0926 2022/12/07 06:09:34 - mmengine - INFO - Epoch(train) [97][1100/5005] lr: 5.2967e-02 eta: 19:43:49 time: 0.1395 data_time: 0.0018 memory: 4390 loss: 2.9274 2022/12/07 06:09:48 - mmengine - INFO - Epoch(train) [97][1200/5005] lr: 5.2952e-02 eta: 19:43:36 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.3547 2022/12/07 06:10:02 - mmengine - INFO - Epoch(train) [97][1300/5005] lr: 5.2936e-02 eta: 19:43:22 time: 0.1466 data_time: 0.0019 memory: 4390 loss: 2.9992 2022/12/07 06:10:16 - mmengine - INFO - Epoch(train) [97][1400/5005] lr: 5.2920e-02 eta: 19:43:09 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.2890 2022/12/07 06:10:30 - mmengine - INFO - Epoch(train) [97][1500/5005] lr: 5.2905e-02 eta: 19:42:55 time: 0.1378 data_time: 0.0016 memory: 4390 loss: 3.4574 2022/12/07 06:10:33 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:10:44 - mmengine - INFO - Epoch(train) [97][1600/5005] lr: 5.2889e-02 eta: 19:42:42 time: 0.1384 data_time: 0.0017 memory: 4390 loss: 3.6677 2022/12/07 06:10:58 - mmengine - INFO - Epoch(train) [97][1700/5005] lr: 5.2873e-02 eta: 19:42:28 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 2.9025 2022/12/07 06:11:12 - mmengine - INFO - Epoch(train) [97][1800/5005] lr: 5.2858e-02 eta: 19:42:15 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.6783 2022/12/07 06:11:26 - mmengine - INFO - Epoch(train) [97][1900/5005] lr: 5.2842e-02 eta: 19:42:01 time: 0.1376 data_time: 0.0022 memory: 4390 loss: 3.6275 2022/12/07 06:11:40 - mmengine - INFO - Epoch(train) [97][2000/5005] lr: 5.2826e-02 eta: 19:41:48 time: 0.1380 data_time: 0.0016 memory: 4390 loss: 2.9770 2022/12/07 06:11:54 - mmengine - INFO - Epoch(train) [97][2100/5005] lr: 5.2811e-02 eta: 19:41:34 time: 0.1382 data_time: 0.0015 memory: 4390 loss: 3.4103 2022/12/07 06:12:08 - mmengine - INFO - Epoch(train) [97][2200/5005] lr: 5.2795e-02 eta: 19:41:21 time: 0.1467 data_time: 0.0016 memory: 4390 loss: 2.7933 2022/12/07 06:12:22 - mmengine - INFO - Epoch(train) [97][2300/5005] lr: 5.2779e-02 eta: 19:41:07 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.0294 2022/12/07 06:12:35 - mmengine - INFO - Epoch(train) [97][2400/5005] lr: 5.2764e-02 eta: 19:40:54 time: 0.1379 data_time: 0.0016 memory: 4390 loss: 3.1622 2022/12/07 06:12:49 - mmengine - INFO - Epoch(train) [97][2500/5005] lr: 5.2748e-02 eta: 19:40:40 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.8926 2022/12/07 06:12:52 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:13:03 - mmengine - INFO - Epoch(train) [97][2600/5005] lr: 5.2732e-02 eta: 19:40:27 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.9204 2022/12/07 06:13:17 - mmengine - INFO - Epoch(train) [97][2700/5005] lr: 5.2717e-02 eta: 19:40:13 time: 0.1379 data_time: 0.0016 memory: 4390 loss: 2.9912 2022/12/07 06:13:31 - mmengine - INFO - Epoch(train) [97][2800/5005] lr: 5.2701e-02 eta: 19:39:59 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.3408 2022/12/07 06:13:45 - mmengine - INFO - Epoch(train) [97][2900/5005] lr: 5.2685e-02 eta: 19:39:46 time: 0.1388 data_time: 0.0017 memory: 4390 loss: 3.4138 2022/12/07 06:13:59 - mmengine - INFO - Epoch(train) [97][3000/5005] lr: 5.2670e-02 eta: 19:39:33 time: 0.1371 data_time: 0.0016 memory: 4390 loss: 3.6681 2022/12/07 06:14:13 - mmengine - INFO - Epoch(train) [97][3100/5005] lr: 5.2654e-02 eta: 19:39:19 time: 0.1394 data_time: 0.0018 memory: 4390 loss: 3.4970 2022/12/07 06:14:27 - mmengine - INFO - Epoch(train) [97][3200/5005] lr: 5.2638e-02 eta: 19:39:06 time: 0.1388 data_time: 0.0017 memory: 4390 loss: 3.5382 2022/12/07 06:14:41 - mmengine - INFO - Epoch(train) [97][3300/5005] lr: 5.2623e-02 eta: 19:38:52 time: 0.1380 data_time: 0.0022 memory: 4390 loss: 3.6977 2022/12/07 06:14:55 - mmengine - INFO - Epoch(train) [97][3400/5005] lr: 5.2607e-02 eta: 19:38:39 time: 0.1375 data_time: 0.0023 memory: 4390 loss: 3.0144 2022/12/07 06:15:09 - mmengine - INFO - Epoch(train) [97][3500/5005] lr: 5.2591e-02 eta: 19:38:26 time: 0.1423 data_time: 0.0024 memory: 4390 loss: 3.3804 2022/12/07 06:15:12 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:15:23 - mmengine - INFO - Epoch(train) [97][3600/5005] lr: 5.2576e-02 eta: 19:38:12 time: 0.1434 data_time: 0.0022 memory: 4390 loss: 3.4019 2022/12/07 06:15:37 - mmengine - INFO - Epoch(train) [97][3700/5005] lr: 5.2560e-02 eta: 19:37:59 time: 0.1392 data_time: 0.0017 memory: 4390 loss: 3.5207 2022/12/07 06:15:51 - mmengine - INFO - Epoch(train) [97][3800/5005] lr: 5.2544e-02 eta: 19:37:45 time: 0.1390 data_time: 0.0018 memory: 4390 loss: 3.5124 2022/12/07 06:16:05 - mmengine - INFO - Epoch(train) [97][3900/5005] lr: 5.2529e-02 eta: 19:37:32 time: 0.1383 data_time: 0.0020 memory: 4390 loss: 3.3797 2022/12/07 06:16:19 - mmengine - INFO - Epoch(train) [97][4000/5005] lr: 5.2513e-02 eta: 19:37:18 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.9741 2022/12/07 06:16:33 - mmengine - INFO - Epoch(train) [97][4100/5005] lr: 5.2497e-02 eta: 19:37:05 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 3.2895 2022/12/07 06:16:47 - mmengine - INFO - Epoch(train) [97][4200/5005] lr: 5.2482e-02 eta: 19:36:51 time: 0.1390 data_time: 0.0025 memory: 4390 loss: 3.4395 2022/12/07 06:17:01 - mmengine - INFO - Epoch(train) [97][4300/5005] lr: 5.2466e-02 eta: 19:36:38 time: 0.1436 data_time: 0.0022 memory: 4390 loss: 3.3048 2022/12/07 06:17:15 - mmengine - INFO - Epoch(train) [97][4400/5005] lr: 5.2450e-02 eta: 19:36:25 time: 0.1395 data_time: 0.0024 memory: 4390 loss: 3.3845 2022/12/07 06:17:29 - mmengine - INFO - Epoch(train) [97][4500/5005] lr: 5.2435e-02 eta: 19:36:11 time: 0.1388 data_time: 0.0024 memory: 4390 loss: 3.1338 2022/12/07 06:17:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:17:43 - mmengine - INFO - Epoch(train) [97][4600/5005] lr: 5.2419e-02 eta: 19:35:58 time: 0.1379 data_time: 0.0024 memory: 4390 loss: 2.9612 2022/12/07 06:17:57 - mmengine - INFO - Epoch(train) [97][4700/5005] lr: 5.2403e-02 eta: 19:35:44 time: 0.1472 data_time: 0.0023 memory: 4390 loss: 3.0286 2022/12/07 06:18:11 - mmengine - INFO - Epoch(train) [97][4800/5005] lr: 5.2388e-02 eta: 19:35:31 time: 0.1384 data_time: 0.0025 memory: 4390 loss: 3.1393 2022/12/07 06:18:25 - mmengine - INFO - Epoch(train) [97][4900/5005] lr: 5.2372e-02 eta: 19:35:17 time: 0.1381 data_time: 0.0023 memory: 4390 loss: 3.3453 2022/12/07 06:18:39 - mmengine - INFO - Epoch(train) [97][5000/5005] lr: 5.2356e-02 eta: 19:35:04 time: 0.1391 data_time: 0.0031 memory: 4390 loss: 3.4726 2022/12/07 06:18:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:18:39 - mmengine - INFO - Saving checkpoint at 97 epochs 2022/12/07 06:18:50 - mmengine - INFO - Epoch(val) [97][100/196] eta: 0:00:08 time: 0.0859 data_time: 0.0552 memory: 4390 2022/12/07 06:19:10 - mmengine - INFO - Epoch(val) [97][196/196] accuracy/top1: 67.3140 accuracy/top5: 88.3100 2022/12/07 06:19:24 - mmengine - INFO - Epoch(train) [98][ 100/5005] lr: 5.2340e-02 eta: 19:34:50 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 3.2143 2022/12/07 06:19:38 - mmengine - INFO - Epoch(train) [98][ 200/5005] lr: 5.2324e-02 eta: 19:34:37 time: 0.1386 data_time: 0.0017 memory: 4390 loss: 2.7463 2022/12/07 06:19:52 - mmengine - INFO - Epoch(train) [98][ 300/5005] lr: 5.2308e-02 eta: 19:34:23 time: 0.1382 data_time: 0.0017 memory: 4390 loss: 3.4545 2022/12/07 06:20:06 - mmengine - INFO - Epoch(train) [98][ 400/5005] lr: 5.2293e-02 eta: 19:34:10 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 3.3537 2022/12/07 06:20:20 - mmengine - INFO - Epoch(train) [98][ 500/5005] lr: 5.2277e-02 eta: 19:33:56 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.1351 2022/12/07 06:20:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:20:34 - mmengine - INFO - Epoch(train) [98][ 600/5005] lr: 5.2261e-02 eta: 19:33:43 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 2.9969 2022/12/07 06:20:48 - mmengine - INFO - Epoch(train) [98][ 700/5005] lr: 5.2246e-02 eta: 19:33:29 time: 0.1378 data_time: 0.0018 memory: 4390 loss: 2.8800 2022/12/07 06:21:01 - mmengine - INFO - Epoch(train) [98][ 800/5005] lr: 5.2230e-02 eta: 19:33:15 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 3.3423 2022/12/07 06:21:15 - mmengine - INFO - Epoch(train) [98][ 900/5005] lr: 5.2214e-02 eta: 19:33:02 time: 0.1392 data_time: 0.0018 memory: 4390 loss: 3.6840 2022/12/07 06:21:29 - mmengine - INFO - Epoch(train) [98][1000/5005] lr: 5.2199e-02 eta: 19:32:48 time: 0.1387 data_time: 0.0017 memory: 4390 loss: 3.6042 2022/12/07 06:21:43 - mmengine - INFO - Epoch(train) [98][1100/5005] lr: 5.2183e-02 eta: 19:32:35 time: 0.1369 data_time: 0.0017 memory: 4390 loss: 2.8327 2022/12/07 06:21:57 - mmengine - INFO - Epoch(train) [98][1200/5005] lr: 5.2167e-02 eta: 19:32:21 time: 0.1364 data_time: 0.0015 memory: 4390 loss: 3.4447 2022/12/07 06:22:11 - mmengine - INFO - Epoch(train) [98][1300/5005] lr: 5.2152e-02 eta: 19:32:07 time: 0.1373 data_time: 0.0018 memory: 4390 loss: 3.5060 2022/12/07 06:22:24 - mmengine - INFO - Epoch(train) [98][1400/5005] lr: 5.2136e-02 eta: 19:31:54 time: 0.1370 data_time: 0.0019 memory: 4390 loss: 3.3538 2022/12/07 06:22:38 - mmengine - INFO - Epoch(train) [98][1500/5005] lr: 5.2120e-02 eta: 19:31:40 time: 0.1368 data_time: 0.0020 memory: 4390 loss: 3.0710 2022/12/07 06:22:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:22:52 - mmengine - INFO - Epoch(train) [98][1600/5005] lr: 5.2105e-02 eta: 19:31:27 time: 0.1366 data_time: 0.0019 memory: 4390 loss: 3.0372 2022/12/07 06:23:06 - mmengine - INFO - Epoch(train) [98][1700/5005] lr: 5.2089e-02 eta: 19:31:13 time: 0.1374 data_time: 0.0021 memory: 4390 loss: 3.2136 2022/12/07 06:23:20 - mmengine - INFO - Epoch(train) [98][1800/5005] lr: 5.2073e-02 eta: 19:31:00 time: 0.1371 data_time: 0.0020 memory: 4390 loss: 3.0564 2022/12/07 06:23:34 - mmengine - INFO - Epoch(train) [98][1900/5005] lr: 5.2058e-02 eta: 19:30:46 time: 0.1380 data_time: 0.0021 memory: 4390 loss: 3.1518 2022/12/07 06:23:48 - mmengine - INFO - Epoch(train) [98][2000/5005] lr: 5.2042e-02 eta: 19:30:33 time: 0.1375 data_time: 0.0022 memory: 4390 loss: 3.1597 2022/12/07 06:24:02 - mmengine - INFO - Epoch(train) [98][2100/5005] lr: 5.2026e-02 eta: 19:30:19 time: 0.1381 data_time: 0.0020 memory: 4390 loss: 3.2396 2022/12/07 06:24:16 - mmengine - INFO - Epoch(train) [98][2200/5005] lr: 5.2011e-02 eta: 19:30:06 time: 0.1385 data_time: 0.0022 memory: 4390 loss: 3.5367 2022/12/07 06:24:30 - mmengine - INFO - Epoch(train) [98][2300/5005] lr: 5.1995e-02 eta: 19:29:52 time: 0.1380 data_time: 0.0021 memory: 4390 loss: 3.0977 2022/12/07 06:24:44 - mmengine - INFO - Epoch(train) [98][2400/5005] lr: 5.1979e-02 eta: 19:29:39 time: 0.1382 data_time: 0.0023 memory: 4390 loss: 3.4194 2022/12/07 06:24:57 - mmengine - INFO - Epoch(train) [98][2500/5005] lr: 5.1964e-02 eta: 19:29:25 time: 0.1369 data_time: 0.0020 memory: 4390 loss: 3.6516 2022/12/07 06:24:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:25:11 - mmengine - INFO - Epoch(train) [98][2600/5005] lr: 5.1948e-02 eta: 19:29:11 time: 0.1381 data_time: 0.0020 memory: 4390 loss: 3.0796 2022/12/07 06:25:25 - mmengine - INFO - Epoch(train) [98][2700/5005] lr: 5.1932e-02 eta: 19:28:58 time: 0.1409 data_time: 0.0022 memory: 4390 loss: 2.9322 2022/12/07 06:25:39 - mmengine - INFO - Epoch(train) [98][2800/5005] lr: 5.1916e-02 eta: 19:28:45 time: 0.1386 data_time: 0.0018 memory: 4390 loss: 3.5974 2022/12/07 06:25:53 - mmengine - INFO - Epoch(train) [98][2900/5005] lr: 5.1901e-02 eta: 19:28:31 time: 0.1391 data_time: 0.0021 memory: 4390 loss: 3.2032 2022/12/07 06:26:07 - mmengine - INFO - Epoch(train) [98][3000/5005] lr: 5.1885e-02 eta: 19:28:18 time: 0.1375 data_time: 0.0020 memory: 4390 loss: 3.3985 2022/12/07 06:26:21 - mmengine - INFO - Epoch(train) [98][3100/5005] lr: 5.1869e-02 eta: 19:28:04 time: 0.1385 data_time: 0.0021 memory: 4390 loss: 3.6275 2022/12/07 06:26:35 - mmengine - INFO - Epoch(train) [98][3200/5005] lr: 5.1854e-02 eta: 19:27:51 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 3.0626 2022/12/07 06:26:49 - mmengine - INFO - Epoch(train) [98][3300/5005] lr: 5.1838e-02 eta: 19:27:37 time: 0.1376 data_time: 0.0022 memory: 4390 loss: 3.0453 2022/12/07 06:27:03 - mmengine - INFO - Epoch(train) [98][3400/5005] lr: 5.1822e-02 eta: 19:27:24 time: 0.1384 data_time: 0.0023 memory: 4390 loss: 3.0524 2022/12/07 06:27:17 - mmengine - INFO - Epoch(train) [98][3500/5005] lr: 5.1807e-02 eta: 19:27:10 time: 0.1372 data_time: 0.0020 memory: 4390 loss: 2.8406 2022/12/07 06:27:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:27:31 - mmengine - INFO - Epoch(train) [98][3600/5005] lr: 5.1791e-02 eta: 19:26:57 time: 0.1377 data_time: 0.0018 memory: 4390 loss: 3.7135 2022/12/07 06:27:45 - mmengine - INFO - Epoch(train) [98][3700/5005] lr: 5.1775e-02 eta: 19:26:43 time: 0.1386 data_time: 0.0023 memory: 4390 loss: 3.4048 2022/12/07 06:27:59 - mmengine - INFO - Epoch(train) [98][3800/5005] lr: 5.1760e-02 eta: 19:26:30 time: 0.1405 data_time: 0.0020 memory: 4390 loss: 3.3159 2022/12/07 06:28:13 - mmengine - INFO - Epoch(train) [98][3900/5005] lr: 5.1744e-02 eta: 19:26:17 time: 0.1383 data_time: 0.0019 memory: 4390 loss: 4.0819 2022/12/07 06:28:27 - mmengine - INFO - Epoch(train) [98][4000/5005] lr: 5.1728e-02 eta: 19:26:03 time: 0.1372 data_time: 0.0021 memory: 4390 loss: 3.4371 2022/12/07 06:28:41 - mmengine - INFO - Epoch(train) [98][4100/5005] lr: 5.1713e-02 eta: 19:25:49 time: 0.1378 data_time: 0.0021 memory: 4390 loss: 3.0797 2022/12/07 06:28:55 - mmengine - INFO - Epoch(train) [98][4200/5005] lr: 5.1697e-02 eta: 19:25:36 time: 0.1376 data_time: 0.0021 memory: 4390 loss: 3.8522 2022/12/07 06:29:09 - mmengine - INFO - Epoch(train) [98][4300/5005] lr: 5.1681e-02 eta: 19:25:22 time: 0.1376 data_time: 0.0020 memory: 4390 loss: 3.1761 2022/12/07 06:29:23 - mmengine - INFO - Epoch(train) [98][4400/5005] lr: 5.1666e-02 eta: 19:25:09 time: 0.1376 data_time: 0.0020 memory: 4390 loss: 3.4060 2022/12/07 06:29:36 - mmengine - INFO - Epoch(train) [98][4500/5005] lr: 5.1650e-02 eta: 19:24:55 time: 0.1371 data_time: 0.0020 memory: 4390 loss: 3.0276 2022/12/07 06:29:38 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:29:50 - mmengine - INFO - Epoch(train) [98][4600/5005] lr: 5.1634e-02 eta: 19:24:42 time: 0.1373 data_time: 0.0020 memory: 4390 loss: 3.1388 2022/12/07 06:30:04 - mmengine - INFO - Epoch(train) [98][4700/5005] lr: 5.1619e-02 eta: 19:24:28 time: 0.1467 data_time: 0.0021 memory: 4390 loss: 3.6327 2022/12/07 06:30:18 - mmengine - INFO - Epoch(train) [98][4800/5005] lr: 5.1603e-02 eta: 19:24:15 time: 0.1383 data_time: 0.0022 memory: 4390 loss: 3.0246 2022/12/07 06:30:32 - mmengine - INFO - Epoch(train) [98][4900/5005] lr: 5.1587e-02 eta: 19:24:01 time: 0.1375 data_time: 0.0020 memory: 4390 loss: 3.0848 2022/12/07 06:30:46 - mmengine - INFO - Epoch(train) [98][5000/5005] lr: 5.1571e-02 eta: 19:23:48 time: 0.1413 data_time: 0.0032 memory: 4390 loss: 3.4463 2022/12/07 06:30:47 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:30:47 - mmengine - INFO - Saving checkpoint at 98 epochs 2022/12/07 06:30:58 - mmengine - INFO - Epoch(val) [98][100/196] eta: 0:00:08 time: 0.0781 data_time: 0.0477 memory: 4390 2022/12/07 06:31:17 - mmengine - INFO - Epoch(val) [98][196/196] accuracy/top1: 67.6660 accuracy/top5: 88.6320 2022/12/07 06:31:32 - mmengine - INFO - Epoch(train) [99][ 100/5005] lr: 5.1555e-02 eta: 19:23:34 time: 0.1382 data_time: 0.0017 memory: 4390 loss: 3.5230 2022/12/07 06:31:46 - mmengine - INFO - Epoch(train) [99][ 200/5005] lr: 5.1539e-02 eta: 19:23:21 time: 0.1383 data_time: 0.0016 memory: 4390 loss: 2.8434 2022/12/07 06:32:00 - mmengine - INFO - Epoch(train) [99][ 300/5005] lr: 5.1524e-02 eta: 19:23:07 time: 0.1381 data_time: 0.0020 memory: 4390 loss: 3.2914 2022/12/07 06:32:14 - mmengine - INFO - Epoch(train) [99][ 400/5005] lr: 5.1508e-02 eta: 19:22:54 time: 0.1381 data_time: 0.0016 memory: 4390 loss: 2.8334 2022/12/07 06:32:28 - mmengine - INFO - Epoch(train) [99][ 500/5005] lr: 5.1492e-02 eta: 19:22:40 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.5282 2022/12/07 06:32:29 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:32:41 - mmengine - INFO - Epoch(train) [99][ 600/5005] lr: 5.1477e-02 eta: 19:22:27 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 2.8448 2022/12/07 06:32:55 - mmengine - INFO - Epoch(train) [99][ 700/5005] lr: 5.1461e-02 eta: 19:22:13 time: 0.1391 data_time: 0.0018 memory: 4390 loss: 3.1633 2022/12/07 06:33:09 - mmengine - INFO - Epoch(train) [99][ 800/5005] lr: 5.1445e-02 eta: 19:22:00 time: 0.1369 data_time: 0.0016 memory: 4390 loss: 3.1447 2022/12/07 06:33:23 - mmengine - INFO - Epoch(train) [99][ 900/5005] lr: 5.1430e-02 eta: 19:21:46 time: 0.1373 data_time: 0.0015 memory: 4390 loss: 3.4455 2022/12/07 06:33:37 - mmengine - INFO - Epoch(train) [99][1000/5005] lr: 5.1414e-02 eta: 19:21:32 time: 0.1376 data_time: 0.0019 memory: 4390 loss: 2.8744 2022/12/07 06:33:51 - mmengine - INFO - Epoch(train) [99][1100/5005] lr: 5.1398e-02 eta: 19:21:19 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.3332 2022/12/07 06:34:05 - mmengine - INFO - Epoch(train) [99][1200/5005] lr: 5.1382e-02 eta: 19:21:06 time: 0.1378 data_time: 0.0019 memory: 4390 loss: 2.8599 2022/12/07 06:34:19 - mmengine - INFO - Epoch(train) [99][1300/5005] lr: 5.1367e-02 eta: 19:20:52 time: 0.1379 data_time: 0.0015 memory: 4390 loss: 3.4746 2022/12/07 06:34:33 - mmengine - INFO - Epoch(train) [99][1400/5005] lr: 5.1351e-02 eta: 19:20:39 time: 0.1378 data_time: 0.0015 memory: 4390 loss: 3.4837 2022/12/07 06:34:46 - mmengine - INFO - Epoch(train) [99][1500/5005] lr: 5.1335e-02 eta: 19:20:25 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.3672 2022/12/07 06:34:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:35:00 - mmengine - INFO - Epoch(train) [99][1600/5005] lr: 5.1320e-02 eta: 19:20:11 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 2.9488 2022/12/07 06:35:14 - mmengine - INFO - Epoch(train) [99][1700/5005] lr: 5.1304e-02 eta: 19:19:58 time: 0.1399 data_time: 0.0016 memory: 4390 loss: 3.0046 2022/12/07 06:35:28 - mmengine - INFO - Epoch(train) [99][1800/5005] lr: 5.1288e-02 eta: 19:19:45 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.1273 2022/12/07 06:35:42 - mmengine - INFO - Epoch(train) [99][1900/5005] lr: 5.1273e-02 eta: 19:19:31 time: 0.1370 data_time: 0.0017 memory: 4390 loss: 3.4667 2022/12/07 06:35:56 - mmengine - INFO - Epoch(train) [99][2000/5005] lr: 5.1257e-02 eta: 19:19:18 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.1017 2022/12/07 06:36:10 - mmengine - INFO - Epoch(train) [99][2100/5005] lr: 5.1241e-02 eta: 19:19:04 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 2.7186 2022/12/07 06:36:24 - mmengine - INFO - Epoch(train) [99][2200/5005] lr: 5.1226e-02 eta: 19:18:51 time: 0.1383 data_time: 0.0016 memory: 4390 loss: 3.2398 2022/12/07 06:36:38 - mmengine - INFO - Epoch(train) [99][2300/5005] lr: 5.1210e-02 eta: 19:18:37 time: 0.1485 data_time: 0.0016 memory: 4390 loss: 3.4825 2022/12/07 06:36:52 - mmengine - INFO - Epoch(train) [99][2400/5005] lr: 5.1194e-02 eta: 19:18:24 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.3675 2022/12/07 06:37:06 - mmengine - INFO - Epoch(train) [99][2500/5005] lr: 5.1179e-02 eta: 19:18:10 time: 0.1371 data_time: 0.0016 memory: 4390 loss: 3.2182 2022/12/07 06:37:07 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:37:20 - mmengine - INFO - Epoch(train) [99][2600/5005] lr: 5.1163e-02 eta: 19:17:57 time: 0.1372 data_time: 0.0015 memory: 4390 loss: 3.0689 2022/12/07 06:37:33 - mmengine - INFO - Epoch(train) [99][2700/5005] lr: 5.1147e-02 eta: 19:17:43 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.2581 2022/12/07 06:37:47 - mmengine - INFO - Epoch(train) [99][2800/5005] lr: 5.1131e-02 eta: 19:17:29 time: 0.1380 data_time: 0.0016 memory: 4390 loss: 2.7933 2022/12/07 06:38:01 - mmengine - INFO - Epoch(train) [99][2900/5005] lr: 5.1116e-02 eta: 19:17:16 time: 0.1374 data_time: 0.0017 memory: 4390 loss: 3.3465 2022/12/07 06:38:15 - mmengine - INFO - Epoch(train) [99][3000/5005] lr: 5.1100e-02 eta: 19:17:02 time: 0.1382 data_time: 0.0016 memory: 4390 loss: 3.1077 2022/12/07 06:38:29 - mmengine - INFO - Epoch(train) [99][3100/5005] lr: 5.1084e-02 eta: 19:16:49 time: 0.1372 data_time: 0.0017 memory: 4390 loss: 3.2632 2022/12/07 06:38:42 - mmengine - INFO - Epoch(train) [99][3200/5005] lr: 5.1069e-02 eta: 19:16:35 time: 0.1379 data_time: 0.0021 memory: 4390 loss: 3.4196 2022/12/07 06:38:56 - mmengine - INFO - Epoch(train) [99][3300/5005] lr: 5.1053e-02 eta: 19:16:21 time: 0.1388 data_time: 0.0016 memory: 4390 loss: 3.6014 2022/12/07 06:39:10 - mmengine - INFO - Epoch(train) [99][3400/5005] lr: 5.1037e-02 eta: 19:16:08 time: 0.1380 data_time: 0.0021 memory: 4390 loss: 2.9187 2022/12/07 06:39:24 - mmengine - INFO - Epoch(train) [99][3500/5005] lr: 5.1022e-02 eta: 19:15:54 time: 0.1382 data_time: 0.0021 memory: 4390 loss: 3.2206 2022/12/07 06:39:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:39:38 - mmengine - INFO - Epoch(train) [99][3600/5005] lr: 5.1006e-02 eta: 19:15:41 time: 0.1388 data_time: 0.0017 memory: 4390 loss: 3.4277 2022/12/07 06:39:52 - mmengine - INFO - Epoch(train) [99][3700/5005] lr: 5.0990e-02 eta: 19:15:28 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.5794 2022/12/07 06:40:06 - mmengine - INFO - Epoch(train) [99][3800/5005] lr: 5.0975e-02 eta: 19:15:14 time: 0.1388 data_time: 0.0016 memory: 4390 loss: 3.4362 2022/12/07 06:40:20 - mmengine - INFO - Epoch(train) [99][3900/5005] lr: 5.0959e-02 eta: 19:15:01 time: 0.1374 data_time: 0.0017 memory: 4390 loss: 3.0465 2022/12/07 06:40:34 - mmengine - INFO - Epoch(train) [99][4000/5005] lr: 5.0943e-02 eta: 19:14:47 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 3.6910 2022/12/07 06:40:48 - mmengine - INFO - Epoch(train) [99][4100/5005] lr: 5.0928e-02 eta: 19:14:34 time: 0.1384 data_time: 0.0017 memory: 4390 loss: 3.1464 2022/12/07 06:41:02 - mmengine - INFO - Epoch(train) [99][4200/5005] lr: 5.0912e-02 eta: 19:14:20 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.4108 2022/12/07 06:41:16 - mmengine - INFO - Epoch(train) [99][4300/5005] lr: 5.0896e-02 eta: 19:14:07 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.0953 2022/12/07 06:41:30 - mmengine - INFO - Epoch(train) [99][4400/5005] lr: 5.0880e-02 eta: 19:13:53 time: 0.1490 data_time: 0.0016 memory: 4390 loss: 3.1891 2022/12/07 06:41:44 - mmengine - INFO - Epoch(train) [99][4500/5005] lr: 5.0865e-02 eta: 19:13:40 time: 0.1392 data_time: 0.0018 memory: 4390 loss: 3.5928 2022/12/07 06:41:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:41:58 - mmengine - INFO - Epoch(train) [99][4600/5005] lr: 5.0849e-02 eta: 19:13:26 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 3.6811 2022/12/07 06:42:12 - mmengine - INFO - Epoch(train) [99][4700/5005] lr: 5.0833e-02 eta: 19:13:13 time: 0.1511 data_time: 0.0017 memory: 4390 loss: 3.5045 2022/12/07 06:42:26 - mmengine - INFO - Epoch(train) [99][4800/5005] lr: 5.0818e-02 eta: 19:13:00 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.0793 2022/12/07 06:42:40 - mmengine - INFO - Epoch(train) [99][4900/5005] lr: 5.0802e-02 eta: 19:12:46 time: 0.1371 data_time: 0.0020 memory: 4390 loss: 2.8062 2022/12/07 06:42:54 - mmengine - INFO - Epoch(train) [99][5000/5005] lr: 5.0786e-02 eta: 19:12:33 time: 0.1395 data_time: 0.0025 memory: 4390 loss: 3.7089 2022/12/07 06:42:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:42:55 - mmengine - INFO - Saving checkpoint at 99 epochs 2022/12/07 06:43:06 - mmengine - INFO - Epoch(val) [99][100/196] eta: 0:00:08 time: 0.0927 data_time: 0.0622 memory: 4390 2022/12/07 06:43:25 - mmengine - INFO - Epoch(val) [99][196/196] accuracy/top1: 67.7680 accuracy/top5: 88.7340 2022/12/07 06:43:40 - mmengine - INFO - Epoch(train) [100][ 100/5005] lr: 5.0770e-02 eta: 19:12:19 time: 0.1401 data_time: 0.0017 memory: 4391 loss: 3.3720 2022/12/07 06:43:53 - mmengine - INFO - Epoch(train) [100][ 200/5005] lr: 5.0754e-02 eta: 19:12:05 time: 0.1379 data_time: 0.0016 memory: 4390 loss: 3.0118 2022/12/07 06:44:07 - mmengine - INFO - Epoch(train) [100][ 300/5005] lr: 5.0738e-02 eta: 19:11:52 time: 0.1389 data_time: 0.0016 memory: 4390 loss: 3.1994 2022/12/07 06:44:21 - mmengine - INFO - Epoch(train) [100][ 400/5005] lr: 5.0723e-02 eta: 19:11:38 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.1523 2022/12/07 06:44:35 - mmengine - INFO - Epoch(train) [100][ 500/5005] lr: 5.0707e-02 eta: 19:11:25 time: 0.1383 data_time: 0.0022 memory: 4390 loss: 3.2235 2022/12/07 06:44:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:44:49 - mmengine - INFO - Epoch(train) [100][ 600/5005] lr: 5.0691e-02 eta: 19:11:11 time: 0.1388 data_time: 0.0022 memory: 4390 loss: 3.2968 2022/12/07 06:45:03 - mmengine - INFO - Epoch(train) [100][ 700/5005] lr: 5.0676e-02 eta: 19:10:58 time: 0.1378 data_time: 0.0020 memory: 4390 loss: 3.0711 2022/12/07 06:45:17 - mmengine - INFO - Epoch(train) [100][ 800/5005] lr: 5.0660e-02 eta: 19:10:44 time: 0.1376 data_time: 0.0021 memory: 4390 loss: 3.4424 2022/12/07 06:45:31 - mmengine - INFO - Epoch(train) [100][ 900/5005] lr: 5.0644e-02 eta: 19:10:31 time: 0.1371 data_time: 0.0016 memory: 4390 loss: 3.5700 2022/12/07 06:45:45 - mmengine - INFO - Epoch(train) [100][1000/5005] lr: 5.0629e-02 eta: 19:10:18 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 3.4380 2022/12/07 06:45:59 - mmengine - INFO - Epoch(train) [100][1100/5005] lr: 5.0613e-02 eta: 19:10:04 time: 0.1394 data_time: 0.0018 memory: 4390 loss: 3.1151 2022/12/07 06:46:13 - mmengine - INFO - Epoch(train) [100][1200/5005] lr: 5.0597e-02 eta: 19:09:50 time: 0.1386 data_time: 0.0017 memory: 4390 loss: 3.1260 2022/12/07 06:46:27 - mmengine - INFO - Epoch(train) [100][1300/5005] lr: 5.0582e-02 eta: 19:09:37 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.2410 2022/12/07 06:46:41 - mmengine - INFO - Epoch(train) [100][1400/5005] lr: 5.0566e-02 eta: 19:09:23 time: 0.1381 data_time: 0.0020 memory: 4390 loss: 2.9972 2022/12/07 06:46:55 - mmengine - INFO - Epoch(train) [100][1500/5005] lr: 5.0550e-02 eta: 19:09:10 time: 0.1389 data_time: 0.0018 memory: 4390 loss: 3.3886 2022/12/07 06:46:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:47:09 - mmengine - INFO - Epoch(train) [100][1600/5005] lr: 5.0534e-02 eta: 19:08:56 time: 0.1380 data_time: 0.0022 memory: 4390 loss: 3.7436 2022/12/07 06:47:23 - mmengine - INFO - Epoch(train) [100][1700/5005] lr: 5.0519e-02 eta: 19:08:43 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 2.9866 2022/12/07 06:47:37 - mmengine - INFO - Epoch(train) [100][1800/5005] lr: 5.0503e-02 eta: 19:08:29 time: 0.1393 data_time: 0.0016 memory: 4390 loss: 3.2946 2022/12/07 06:47:51 - mmengine - INFO - Epoch(train) [100][1900/5005] lr: 5.0487e-02 eta: 19:08:16 time: 0.1396 data_time: 0.0016 memory: 4390 loss: 3.5051 2022/12/07 06:48:05 - mmengine - INFO - Epoch(train) [100][2000/5005] lr: 5.0472e-02 eta: 19:08:03 time: 0.1388 data_time: 0.0016 memory: 4390 loss: 2.7463 2022/12/07 06:48:19 - mmengine - INFO - Epoch(train) [100][2100/5005] lr: 5.0456e-02 eta: 19:07:49 time: 0.1376 data_time: 0.0017 memory: 4390 loss: 3.1926 2022/12/07 06:48:32 - mmengine - INFO - Epoch(train) [100][2200/5005] lr: 5.0440e-02 eta: 19:07:36 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.1469 2022/12/07 06:48:46 - mmengine - INFO - Epoch(train) [100][2300/5005] lr: 5.0425e-02 eta: 19:07:22 time: 0.1376 data_time: 0.0018 memory: 4390 loss: 3.3336 2022/12/07 06:49:00 - mmengine - INFO - Epoch(train) [100][2400/5005] lr: 5.0409e-02 eta: 19:07:09 time: 0.1394 data_time: 0.0015 memory: 4390 loss: 3.0123 2022/12/07 06:49:14 - mmengine - INFO - Epoch(train) [100][2500/5005] lr: 5.0393e-02 eta: 19:06:55 time: 0.1381 data_time: 0.0016 memory: 4390 loss: 3.0764 2022/12/07 06:49:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:49:28 - mmengine - INFO - Epoch(train) [100][2600/5005] lr: 5.0378e-02 eta: 19:06:42 time: 0.1391 data_time: 0.0018 memory: 4390 loss: 3.2823 2022/12/07 06:49:42 - mmengine - INFO - Epoch(train) [100][2700/5005] lr: 5.0362e-02 eta: 19:06:28 time: 0.1378 data_time: 0.0016 memory: 4390 loss: 3.1876 2022/12/07 06:49:56 - mmengine - INFO - Epoch(train) [100][2800/5005] lr: 5.0346e-02 eta: 19:06:15 time: 0.1386 data_time: 0.0021 memory: 4390 loss: 3.8594 2022/12/07 06:50:10 - mmengine - INFO - Epoch(train) [100][2900/5005] lr: 5.0330e-02 eta: 19:06:01 time: 0.1389 data_time: 0.0017 memory: 4390 loss: 3.5314 2022/12/07 06:50:24 - mmengine - INFO - Epoch(train) [100][3000/5005] lr: 5.0315e-02 eta: 19:05:48 time: 0.1382 data_time: 0.0016 memory: 4390 loss: 3.2717 2022/12/07 06:50:38 - mmengine - INFO - Epoch(train) [100][3100/5005] lr: 5.0299e-02 eta: 19:05:34 time: 0.1382 data_time: 0.0022 memory: 4390 loss: 3.2006 2022/12/07 06:50:52 - mmengine - INFO - Epoch(train) [100][3200/5005] lr: 5.0283e-02 eta: 19:05:21 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 2.9436 2022/12/07 06:51:06 - mmengine - INFO - Epoch(train) [100][3300/5005] lr: 5.0268e-02 eta: 19:05:07 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.3569 2022/12/07 06:51:20 - mmengine - INFO - Epoch(train) [100][3400/5005] lr: 5.0252e-02 eta: 19:04:54 time: 0.1380 data_time: 0.0016 memory: 4390 loss: 3.5690 2022/12/07 06:51:34 - mmengine - INFO - Epoch(train) [100][3500/5005] lr: 5.0236e-02 eta: 19:04:40 time: 0.1381 data_time: 0.0016 memory: 4390 loss: 3.2349 2022/12/07 06:51:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:51:48 - mmengine - INFO - Epoch(train) [100][3600/5005] lr: 5.0221e-02 eta: 19:04:27 time: 0.1378 data_time: 0.0015 memory: 4390 loss: 3.4731 2022/12/07 06:52:02 - mmengine - INFO - Epoch(train) [100][3700/5005] lr: 5.0205e-02 eta: 19:04:13 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 3.4530 2022/12/07 06:52:15 - mmengine - INFO - Epoch(train) [100][3800/5005] lr: 5.0189e-02 eta: 19:04:00 time: 0.1378 data_time: 0.0016 memory: 4390 loss: 3.3657 2022/12/07 06:52:29 - mmengine - INFO - Epoch(train) [100][3900/5005] lr: 5.0174e-02 eta: 19:03:46 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.0137 2022/12/07 06:52:43 - mmengine - INFO - Epoch(train) [100][4000/5005] lr: 5.0158e-02 eta: 19:03:33 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.0284 2022/12/07 06:52:57 - mmengine - INFO - Epoch(train) [100][4100/5005] lr: 5.0142e-02 eta: 19:03:19 time: 0.1384 data_time: 0.0017 memory: 4390 loss: 3.0305 2022/12/07 06:53:11 - mmengine - INFO - Epoch(train) [100][4200/5005] lr: 5.0126e-02 eta: 19:03:06 time: 0.1384 data_time: 0.0017 memory: 4390 loss: 3.3835 2022/12/07 06:53:25 - mmengine - INFO - Epoch(train) [100][4300/5005] lr: 5.0111e-02 eta: 19:02:52 time: 0.1385 data_time: 0.0019 memory: 4390 loss: 2.8440 2022/12/07 06:53:39 - mmengine - INFO - Epoch(train) [100][4400/5005] lr: 5.0095e-02 eta: 19:02:39 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.0753 2022/12/07 06:53:53 - mmengine - INFO - Epoch(train) [100][4500/5005] lr: 5.0079e-02 eta: 19:02:25 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 3.2303 2022/12/07 06:53:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:54:07 - mmengine - INFO - Epoch(train) [100][4600/5005] lr: 5.0064e-02 eta: 19:02:12 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.2356 2022/12/07 06:54:21 - mmengine - INFO - Epoch(train) [100][4700/5005] lr: 5.0048e-02 eta: 19:01:58 time: 0.1393 data_time: 0.0018 memory: 4390 loss: 3.4465 2022/12/07 06:54:35 - mmengine - INFO - Epoch(train) [100][4800/5005] lr: 5.0032e-02 eta: 19:01:45 time: 0.1390 data_time: 0.0023 memory: 4390 loss: 3.6417 2022/12/07 06:54:49 - mmengine - INFO - Epoch(train) [100][4900/5005] lr: 5.0017e-02 eta: 19:01:31 time: 0.1387 data_time: 0.0016 memory: 4390 loss: 2.9972 2022/12/07 06:55:03 - mmengine - INFO - Epoch(train) [100][5000/5005] lr: 5.0001e-02 eta: 19:01:18 time: 0.1402 data_time: 0.0026 memory: 4390 loss: 2.9004 2022/12/07 06:55:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:55:04 - mmengine - INFO - Saving checkpoint at 100 epochs 2022/12/07 06:55:14 - mmengine - INFO - Epoch(val) [100][100/196] eta: 0:00:07 time: 0.0774 data_time: 0.0458 memory: 4390 2022/12/07 06:55:34 - mmengine - INFO - Epoch(val) [100][196/196] accuracy/top1: 67.7620 accuracy/top5: 88.5260 2022/12/07 06:55:48 - mmengine - INFO - Epoch(train) [101][ 100/5005] lr: 4.9984e-02 eta: 19:01:04 time: 0.1396 data_time: 0.0018 memory: 4391 loss: 3.1928 2022/12/07 06:56:02 - mmengine - INFO - Epoch(train) [101][ 200/5005] lr: 4.9969e-02 eta: 19:00:51 time: 0.1391 data_time: 0.0018 memory: 4390 loss: 3.5832 2022/12/07 06:56:16 - mmengine - INFO - Epoch(train) [101][ 300/5005] lr: 4.9953e-02 eta: 19:00:38 time: 0.1390 data_time: 0.0017 memory: 4390 loss: 3.1175 2022/12/07 06:56:30 - mmengine - INFO - Epoch(train) [101][ 400/5005] lr: 4.9937e-02 eta: 19:00:24 time: 0.1374 data_time: 0.0018 memory: 4390 loss: 2.8678 2022/12/07 06:56:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:56:44 - mmengine - INFO - Epoch(train) [101][ 500/5005] lr: 4.9922e-02 eta: 19:00:11 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.5056 2022/12/07 06:56:58 - mmengine - INFO - Epoch(train) [101][ 600/5005] lr: 4.9906e-02 eta: 18:59:57 time: 0.1378 data_time: 0.0016 memory: 4390 loss: 3.4693 2022/12/07 06:57:12 - mmengine - INFO - Epoch(train) [101][ 700/5005] lr: 4.9890e-02 eta: 18:59:43 time: 0.1381 data_time: 0.0016 memory: 4390 loss: 2.8973 2022/12/07 06:57:26 - mmengine - INFO - Epoch(train) [101][ 800/5005] lr: 4.9875e-02 eta: 18:59:30 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.7476 2022/12/07 06:57:40 - mmengine - INFO - Epoch(train) [101][ 900/5005] lr: 4.9859e-02 eta: 18:59:16 time: 0.1390 data_time: 0.0017 memory: 4390 loss: 3.0571 2022/12/07 06:57:54 - mmengine - INFO - Epoch(train) [101][1000/5005] lr: 4.9843e-02 eta: 18:59:03 time: 0.1399 data_time: 0.0017 memory: 4390 loss: 3.2638 2022/12/07 06:58:08 - mmengine - INFO - Epoch(train) [101][1100/5005] lr: 4.9828e-02 eta: 18:58:50 time: 0.1383 data_time: 0.0022 memory: 4390 loss: 2.9594 2022/12/07 06:58:22 - mmengine - INFO - Epoch(train) [101][1200/5005] lr: 4.9812e-02 eta: 18:58:36 time: 0.1376 data_time: 0.0021 memory: 4390 loss: 3.0217 2022/12/07 06:58:36 - mmengine - INFO - Epoch(train) [101][1300/5005] lr: 4.9796e-02 eta: 18:58:23 time: 0.1378 data_time: 0.0018 memory: 4390 loss: 3.5041 2022/12/07 06:58:50 - mmengine - INFO - Epoch(train) [101][1400/5005] lr: 4.9780e-02 eta: 18:58:09 time: 0.1377 data_time: 0.0022 memory: 4390 loss: 3.4777 2022/12/07 06:59:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 06:59:04 - mmengine - INFO - Epoch(train) [101][1500/5005] lr: 4.9765e-02 eta: 18:57:55 time: 0.1384 data_time: 0.0022 memory: 4390 loss: 3.0650 2022/12/07 06:59:17 - mmengine - INFO - Epoch(train) [101][1600/5005] lr: 4.9749e-02 eta: 18:57:42 time: 0.1376 data_time: 0.0022 memory: 4390 loss: 3.0109 2022/12/07 06:59:32 - mmengine - INFO - Epoch(train) [101][1700/5005] lr: 4.9733e-02 eta: 18:57:29 time: 0.1481 data_time: 0.0016 memory: 4390 loss: 3.3753 2022/12/07 06:59:46 - mmengine - INFO - Epoch(train) [101][1800/5005] lr: 4.9718e-02 eta: 18:57:15 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 3.7775 2022/12/07 07:00:00 - mmengine - INFO - Epoch(train) [101][1900/5005] lr: 4.9702e-02 eta: 18:57:02 time: 0.1380 data_time: 0.0023 memory: 4390 loss: 3.2015 2022/12/07 07:00:14 - mmengine - INFO - Epoch(train) [101][2000/5005] lr: 4.9686e-02 eta: 18:56:48 time: 0.1377 data_time: 0.0018 memory: 4390 loss: 3.2386 2022/12/07 07:00:28 - mmengine - INFO - Epoch(train) [101][2100/5005] lr: 4.9671e-02 eta: 18:56:35 time: 0.1380 data_time: 0.0018 memory: 4390 loss: 3.2205 2022/12/07 07:00:41 - mmengine - INFO - Epoch(train) [101][2200/5005] lr: 4.9655e-02 eta: 18:56:21 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.5044 2022/12/07 07:00:55 - mmengine - INFO - Epoch(train) [101][2300/5005] lr: 4.9639e-02 eta: 18:56:08 time: 0.1380 data_time: 0.0018 memory: 4390 loss: 3.5222 2022/12/07 07:01:09 - mmengine - INFO - Epoch(train) [101][2400/5005] lr: 4.9624e-02 eta: 18:55:54 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 3.8725 2022/12/07 07:01:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:01:23 - mmengine - INFO - Epoch(train) [101][2500/5005] lr: 4.9608e-02 eta: 18:55:40 time: 0.1372 data_time: 0.0018 memory: 4390 loss: 3.1170 2022/12/07 07:01:37 - mmengine - INFO - Epoch(train) [101][2600/5005] lr: 4.9592e-02 eta: 18:55:27 time: 0.1378 data_time: 0.0021 memory: 4390 loss: 3.6031 2022/12/07 07:01:51 - mmengine - INFO - Epoch(train) [101][2700/5005] lr: 4.9576e-02 eta: 18:55:13 time: 0.1382 data_time: 0.0021 memory: 4390 loss: 3.1846 2022/12/07 07:02:05 - mmengine - INFO - Epoch(train) [101][2800/5005] lr: 4.9561e-02 eta: 18:55:00 time: 0.1372 data_time: 0.0021 memory: 4390 loss: 3.6203 2022/12/07 07:02:19 - mmengine - INFO - Epoch(train) [101][2900/5005] lr: 4.9545e-02 eta: 18:54:46 time: 0.1404 data_time: 0.0019 memory: 4390 loss: 2.9521 2022/12/07 07:02:33 - mmengine - INFO - Epoch(train) [101][3000/5005] lr: 4.9529e-02 eta: 18:54:33 time: 0.1371 data_time: 0.0018 memory: 4390 loss: 3.1486 2022/12/07 07:02:47 - mmengine - INFO - Epoch(train) [101][3100/5005] lr: 4.9514e-02 eta: 18:54:19 time: 0.1388 data_time: 0.0018 memory: 4390 loss: 3.2049 2022/12/07 07:03:01 - mmengine - INFO - Epoch(train) [101][3200/5005] lr: 4.9498e-02 eta: 18:54:06 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 2.9348 2022/12/07 07:03:15 - mmengine - INFO - Epoch(train) [101][3300/5005] lr: 4.9482e-02 eta: 18:53:52 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 2.8501 2022/12/07 07:03:29 - mmengine - INFO - Epoch(train) [101][3400/5005] lr: 4.9467e-02 eta: 18:53:39 time: 0.1392 data_time: 0.0020 memory: 4390 loss: 2.7502 2022/12/07 07:03:42 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:03:42 - mmengine - INFO - Epoch(train) [101][3500/5005] lr: 4.9451e-02 eta: 18:53:25 time: 0.1375 data_time: 0.0018 memory: 4390 loss: 3.2350 2022/12/07 07:03:56 - mmengine - INFO - Epoch(train) [101][3600/5005] lr: 4.9435e-02 eta: 18:53:12 time: 0.1386 data_time: 0.0019 memory: 4390 loss: 3.3642 2022/12/07 07:04:10 - mmengine - INFO - Epoch(train) [101][3700/5005] lr: 4.9420e-02 eta: 18:52:58 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.6496 2022/12/07 07:04:24 - mmengine - INFO - Epoch(train) [101][3800/5005] lr: 4.9404e-02 eta: 18:52:45 time: 0.1385 data_time: 0.0017 memory: 4390 loss: 3.2274 2022/12/07 07:04:39 - mmengine - INFO - Epoch(train) [101][3900/5005] lr: 4.9388e-02 eta: 18:52:31 time: 0.1517 data_time: 0.0018 memory: 4390 loss: 3.4163 2022/12/07 07:04:52 - mmengine - INFO - Epoch(train) [101][4000/5005] lr: 4.9372e-02 eta: 18:52:18 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.7322 2022/12/07 07:05:06 - mmengine - INFO - Epoch(train) [101][4100/5005] lr: 4.9357e-02 eta: 18:52:04 time: 0.1393 data_time: 0.0019 memory: 4390 loss: 3.1933 2022/12/07 07:05:20 - mmengine - INFO - Epoch(train) [101][4200/5005] lr: 4.9341e-02 eta: 18:51:51 time: 0.1392 data_time: 0.0018 memory: 4390 loss: 3.3934 2022/12/07 07:05:34 - mmengine - INFO - Epoch(train) [101][4300/5005] lr: 4.9325e-02 eta: 18:51:37 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 3.0218 2022/12/07 07:05:48 - mmengine - INFO - Epoch(train) [101][4400/5005] lr: 4.9310e-02 eta: 18:51:24 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 2.9828 2022/12/07 07:06:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:06:02 - mmengine - INFO - Epoch(train) [101][4500/5005] lr: 4.9294e-02 eta: 18:51:10 time: 0.1384 data_time: 0.0019 memory: 4390 loss: 3.1433 2022/12/07 07:06:16 - mmengine - INFO - Epoch(train) [101][4600/5005] lr: 4.9278e-02 eta: 18:50:57 time: 0.1380 data_time: 0.0018 memory: 4390 loss: 3.6886 2022/12/07 07:06:30 - mmengine - INFO - Epoch(train) [101][4700/5005] lr: 4.9263e-02 eta: 18:50:43 time: 0.1376 data_time: 0.0018 memory: 4390 loss: 3.4673 2022/12/07 07:06:44 - mmengine - INFO - Epoch(train) [101][4800/5005] lr: 4.9247e-02 eta: 18:50:30 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 3.3024 2022/12/07 07:06:58 - mmengine - INFO - Epoch(train) [101][4900/5005] lr: 4.9231e-02 eta: 18:50:16 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.3205 2022/12/07 07:07:12 - mmengine - INFO - Epoch(train) [101][5000/5005] lr: 4.9216e-02 eta: 18:50:03 time: 0.1413 data_time: 0.0028 memory: 4390 loss: 3.1096 2022/12/07 07:07:12 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:07:12 - mmengine - INFO - Saving checkpoint at 101 epochs 2022/12/07 07:07:23 - mmengine - INFO - Epoch(val) [101][100/196] eta: 0:00:07 time: 0.0736 data_time: 0.0416 memory: 4390 2022/12/07 07:07:42 - mmengine - INFO - Epoch(val) [101][196/196] accuracy/top1: 67.5440 accuracy/top5: 88.4980 2022/12/07 07:07:56 - mmengine - INFO - Epoch(train) [102][ 100/5005] lr: 4.9199e-02 eta: 18:49:49 time: 0.1384 data_time: 0.0017 memory: 4390 loss: 3.0467 2022/12/07 07:08:10 - mmengine - INFO - Epoch(train) [102][ 200/5005] lr: 4.9183e-02 eta: 18:49:36 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 3.7514 2022/12/07 07:08:24 - mmengine - INFO - Epoch(train) [102][ 300/5005] lr: 4.9168e-02 eta: 18:49:22 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.2481 2022/12/07 07:08:38 - mmengine - INFO - Epoch(train) [102][ 400/5005] lr: 4.9152e-02 eta: 18:49:09 time: 0.1374 data_time: 0.0017 memory: 4390 loss: 3.6732 2022/12/07 07:08:51 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:08:52 - mmengine - INFO - Epoch(train) [102][ 500/5005] lr: 4.9136e-02 eta: 18:48:55 time: 0.1383 data_time: 0.0018 memory: 4390 loss: 3.7492 2022/12/07 07:09:06 - mmengine - INFO - Epoch(train) [102][ 600/5005] lr: 4.9121e-02 eta: 18:48:41 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.2890 2022/12/07 07:09:20 - mmengine - INFO - Epoch(train) [102][ 700/5005] lr: 4.9105e-02 eta: 18:48:28 time: 0.1439 data_time: 0.0018 memory: 4390 loss: 3.3802 2022/12/07 07:09:34 - mmengine - INFO - Epoch(train) [102][ 800/5005] lr: 4.9089e-02 eta: 18:48:15 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.7442 2022/12/07 07:09:48 - mmengine - INFO - Epoch(train) [102][ 900/5005] lr: 4.9074e-02 eta: 18:48:01 time: 0.1385 data_time: 0.0016 memory: 4390 loss: 3.5429 2022/12/07 07:10:02 - mmengine - INFO - Epoch(train) [102][1000/5005] lr: 4.9058e-02 eta: 18:47:48 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.7229 2022/12/07 07:10:16 - mmengine - INFO - Epoch(train) [102][1100/5005] lr: 4.9042e-02 eta: 18:47:34 time: 0.1381 data_time: 0.0016 memory: 4390 loss: 3.4265 2022/12/07 07:10:29 - mmengine - INFO - Epoch(train) [102][1200/5005] lr: 4.9027e-02 eta: 18:47:20 time: 0.1395 data_time: 0.0016 memory: 4390 loss: 2.8687 2022/12/07 07:10:43 - mmengine - INFO - Epoch(train) [102][1300/5005] lr: 4.9011e-02 eta: 18:47:07 time: 0.1384 data_time: 0.0016 memory: 4390 loss: 3.0100 2022/12/07 07:10:57 - mmengine - INFO - Epoch(train) [102][1400/5005] lr: 4.8995e-02 eta: 18:46:53 time: 0.1385 data_time: 0.0016 memory: 4390 loss: 3.2836 2022/12/07 07:11:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:11:11 - mmengine - INFO - Epoch(train) [102][1500/5005] lr: 4.8979e-02 eta: 18:46:40 time: 0.1392 data_time: 0.0017 memory: 4390 loss: 3.1844 2022/12/07 07:11:25 - mmengine - INFO - Epoch(train) [102][1600/5005] lr: 4.8964e-02 eta: 18:46:27 time: 0.1382 data_time: 0.0017 memory: 4390 loss: 3.6217 2022/12/07 07:11:39 - mmengine - INFO - Epoch(train) [102][1700/5005] lr: 4.8948e-02 eta: 18:46:13 time: 0.1384 data_time: 0.0020 memory: 4390 loss: 3.5897 2022/12/07 07:11:53 - mmengine - INFO - Epoch(train) [102][1800/5005] lr: 4.8932e-02 eta: 18:46:00 time: 0.1416 data_time: 0.0022 memory: 4390 loss: 2.9360 2022/12/07 07:12:07 - mmengine - INFO - Epoch(train) [102][1900/5005] lr: 4.8917e-02 eta: 18:45:46 time: 0.1377 data_time: 0.0017 memory: 4390 loss: 3.3304 2022/12/07 07:12:21 - mmengine - INFO - Epoch(train) [102][2000/5005] lr: 4.8901e-02 eta: 18:45:32 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 2.9422 2022/12/07 07:12:35 - mmengine - INFO - Epoch(train) [102][2100/5005] lr: 4.8885e-02 eta: 18:45:19 time: 0.1384 data_time: 0.0017 memory: 4390 loss: 3.4421 2022/12/07 07:12:49 - mmengine - INFO - Epoch(train) [102][2200/5005] lr: 4.8870e-02 eta: 18:45:05 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 2.7600 2022/12/07 07:13:03 - mmengine - INFO - Epoch(train) [102][2300/5005] lr: 4.8854e-02 eta: 18:44:52 time: 0.1384 data_time: 0.0016 memory: 4390 loss: 3.3244 2022/12/07 07:13:17 - mmengine - INFO - Epoch(train) [102][2400/5005] lr: 4.8838e-02 eta: 18:44:38 time: 0.1386 data_time: 0.0017 memory: 4390 loss: 3.0132 2022/12/07 07:13:30 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:13:31 - mmengine - INFO - Epoch(train) [102][2500/5005] lr: 4.8823e-02 eta: 18:44:25 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.1386 2022/12/07 07:13:45 - mmengine - INFO - Epoch(train) [102][2600/5005] lr: 4.8807e-02 eta: 18:44:11 time: 0.1402 data_time: 0.0016 memory: 4390 loss: 3.6218 2022/12/07 07:13:59 - mmengine - INFO - Epoch(train) [102][2700/5005] lr: 4.8791e-02 eta: 18:43:58 time: 0.1398 data_time: 0.0017 memory: 4390 loss: 3.2011 2022/12/07 07:14:13 - mmengine - INFO - Epoch(train) [102][2800/5005] lr: 4.8775e-02 eta: 18:43:45 time: 0.1397 data_time: 0.0018 memory: 4390 loss: 3.7366 2022/12/07 07:14:27 - mmengine - INFO - Epoch(train) [102][2900/5005] lr: 4.8760e-02 eta: 18:43:31 time: 0.1379 data_time: 0.0015 memory: 4390 loss: 3.0941 2022/12/07 07:14:41 - mmengine - INFO - Epoch(train) [102][3000/5005] lr: 4.8744e-02 eta: 18:43:18 time: 0.1378 data_time: 0.0016 memory: 4390 loss: 2.9482 2022/12/07 07:14:55 - mmengine - INFO - Epoch(train) [102][3100/5005] lr: 4.8728e-02 eta: 18:43:04 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.1973 2022/12/07 07:15:09 - mmengine - INFO - Epoch(train) [102][3200/5005] lr: 4.8713e-02 eta: 18:42:51 time: 0.1385 data_time: 0.0016 memory: 4390 loss: 3.3403 2022/12/07 07:15:22 - mmengine - INFO - Epoch(train) [102][3300/5005] lr: 4.8697e-02 eta: 18:42:37 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.1425 2022/12/07 07:15:36 - mmengine - INFO - Epoch(train) [102][3400/5005] lr: 4.8681e-02 eta: 18:42:23 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.0770 2022/12/07 07:15:49 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:15:50 - mmengine - INFO - Epoch(train) [102][3500/5005] lr: 4.8666e-02 eta: 18:42:10 time: 0.1374 data_time: 0.0018 memory: 4390 loss: 3.2330 2022/12/07 07:16:04 - mmengine - INFO - Epoch(train) [102][3600/5005] lr: 4.8650e-02 eta: 18:41:56 time: 0.1383 data_time: 0.0015 memory: 4390 loss: 2.9862 2022/12/07 07:16:18 - mmengine - INFO - Epoch(train) [102][3700/5005] lr: 4.8634e-02 eta: 18:41:43 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 3.3324 2022/12/07 07:16:32 - mmengine - INFO - Epoch(train) [102][3800/5005] lr: 4.8619e-02 eta: 18:41:29 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.4793 2022/12/07 07:16:46 - mmengine - INFO - Epoch(train) [102][3900/5005] lr: 4.8603e-02 eta: 18:41:16 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 3.5911 2022/12/07 07:17:00 - mmengine - INFO - Epoch(train) [102][4000/5005] lr: 4.8587e-02 eta: 18:41:02 time: 0.1376 data_time: 0.0019 memory: 4390 loss: 2.8630 2022/12/07 07:17:14 - mmengine - INFO - Epoch(train) [102][4100/5005] lr: 4.8572e-02 eta: 18:40:49 time: 0.1375 data_time: 0.0019 memory: 4390 loss: 3.7001 2022/12/07 07:17:27 - mmengine - INFO - Epoch(train) [102][4200/5005] lr: 4.8556e-02 eta: 18:40:35 time: 0.1397 data_time: 0.0018 memory: 4390 loss: 3.4423 2022/12/07 07:17:41 - mmengine - INFO - Epoch(train) [102][4300/5005] lr: 4.8540e-02 eta: 18:40:22 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.1064 2022/12/07 07:17:55 - mmengine - INFO - Epoch(train) [102][4400/5005] lr: 4.8525e-02 eta: 18:40:08 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.2318 2022/12/07 07:18:08 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:18:09 - mmengine - INFO - Epoch(train) [102][4500/5005] lr: 4.8509e-02 eta: 18:39:54 time: 0.1384 data_time: 0.0016 memory: 4390 loss: 2.9636 2022/12/07 07:18:23 - mmengine - INFO - Epoch(train) [102][4600/5005] lr: 4.8493e-02 eta: 18:39:41 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.9873 2022/12/07 07:18:37 - mmengine - INFO - Epoch(train) [102][4700/5005] lr: 4.8477e-02 eta: 18:39:27 time: 0.1376 data_time: 0.0017 memory: 4390 loss: 2.6413 2022/12/07 07:18:51 - mmengine - INFO - Epoch(train) [102][4800/5005] lr: 4.8462e-02 eta: 18:39:14 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.2409 2022/12/07 07:19:05 - mmengine - INFO - Epoch(train) [102][4900/5005] lr: 4.8446e-02 eta: 18:39:00 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 2.8335 2022/12/07 07:19:19 - mmengine - INFO - Epoch(train) [102][5000/5005] lr: 4.8430e-02 eta: 18:38:47 time: 0.1414 data_time: 0.0025 memory: 4390 loss: 3.5098 2022/12/07 07:19:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:19:19 - mmengine - INFO - Saving checkpoint at 102 epochs 2022/12/07 07:19:30 - mmengine - INFO - Epoch(val) [102][100/196] eta: 0:00:07 time: 0.0744 data_time: 0.0409 memory: 4390 2022/12/07 07:19:48 - mmengine - INFO - Epoch(val) [102][196/196] accuracy/top1: 67.5820 accuracy/top5: 88.5040 2022/12/07 07:20:03 - mmengine - INFO - Epoch(train) [103][ 100/5005] lr: 4.8414e-02 eta: 18:38:33 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 2.9968 2022/12/07 07:20:17 - mmengine - INFO - Epoch(train) [103][ 200/5005] lr: 4.8398e-02 eta: 18:38:20 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.2548 2022/12/07 07:20:31 - mmengine - INFO - Epoch(train) [103][ 300/5005] lr: 4.8383e-02 eta: 18:38:06 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.0622 2022/12/07 07:20:45 - mmengine - INFO - Epoch(train) [103][ 400/5005] lr: 4.8367e-02 eta: 18:37:52 time: 0.1377 data_time: 0.0017 memory: 4390 loss: 2.7399 2022/12/07 07:20:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:20:59 - mmengine - INFO - Epoch(train) [103][ 500/5005] lr: 4.8351e-02 eta: 18:37:39 time: 0.1381 data_time: 0.0016 memory: 4390 loss: 2.8963 2022/12/07 07:21:13 - mmengine - INFO - Epoch(train) [103][ 600/5005] lr: 4.8336e-02 eta: 18:37:25 time: 0.1378 data_time: 0.0018 memory: 4390 loss: 3.3488 2022/12/07 07:21:26 - mmengine - INFO - Epoch(train) [103][ 700/5005] lr: 4.8320e-02 eta: 18:37:12 time: 0.1382 data_time: 0.0020 memory: 4390 loss: 3.1466 2022/12/07 07:21:40 - mmengine - INFO - Epoch(train) [103][ 800/5005] lr: 4.8304e-02 eta: 18:36:58 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 3.2903 2022/12/07 07:21:54 - mmengine - INFO - Epoch(train) [103][ 900/5005] lr: 4.8288e-02 eta: 18:36:45 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 3.4789 2022/12/07 07:22:08 - mmengine - INFO - Epoch(train) [103][1000/5005] lr: 4.8273e-02 eta: 18:36:31 time: 0.1430 data_time: 0.0016 memory: 4390 loss: 4.3568 2022/12/07 07:22:22 - mmengine - INFO - Epoch(train) [103][1100/5005] lr: 4.8257e-02 eta: 18:36:18 time: 0.1379 data_time: 0.0016 memory: 4390 loss: 3.2582 2022/12/07 07:22:36 - mmengine - INFO - Epoch(train) [103][1200/5005] lr: 4.8241e-02 eta: 18:36:04 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 2.8201 2022/12/07 07:22:50 - mmengine - INFO - Epoch(train) [103][1300/5005] lr: 4.8226e-02 eta: 18:35:50 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.7157 2022/12/07 07:23:04 - mmengine - INFO - Epoch(train) [103][1400/5005] lr: 4.8210e-02 eta: 18:35:37 time: 0.1380 data_time: 0.0016 memory: 4390 loss: 3.2594 2022/12/07 07:23:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:23:18 - mmengine - INFO - Epoch(train) [103][1500/5005] lr: 4.8194e-02 eta: 18:35:23 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.9400 2022/12/07 07:23:31 - mmengine - INFO - Epoch(train) [103][1600/5005] lr: 4.8179e-02 eta: 18:35:10 time: 0.1380 data_time: 0.0015 memory: 4390 loss: 3.1420 2022/12/07 07:23:45 - mmengine - INFO - Epoch(train) [103][1700/5005] lr: 4.8163e-02 eta: 18:34:56 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.4650 2022/12/07 07:23:59 - mmengine - INFO - Epoch(train) [103][1800/5005] lr: 4.8147e-02 eta: 18:34:43 time: 0.1374 data_time: 0.0017 memory: 4390 loss: 3.0738 2022/12/07 07:24:13 - mmengine - INFO - Epoch(train) [103][1900/5005] lr: 4.8132e-02 eta: 18:34:29 time: 0.1388 data_time: 0.0016 memory: 4390 loss: 3.2886 2022/12/07 07:24:27 - mmengine - INFO - Epoch(train) [103][2000/5005] lr: 4.8116e-02 eta: 18:34:16 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 3.3319 2022/12/07 07:24:41 - mmengine - INFO - Epoch(train) [103][2100/5005] lr: 4.8100e-02 eta: 18:34:02 time: 0.1384 data_time: 0.0017 memory: 4390 loss: 3.3636 2022/12/07 07:24:55 - mmengine - INFO - Epoch(train) [103][2200/5005] lr: 4.8085e-02 eta: 18:33:49 time: 0.1381 data_time: 0.0020 memory: 4390 loss: 2.8718 2022/12/07 07:25:09 - mmengine - INFO - Epoch(train) [103][2300/5005] lr: 4.8069e-02 eta: 18:33:35 time: 0.1413 data_time: 0.0017 memory: 4390 loss: 2.6768 2022/12/07 07:25:23 - mmengine - INFO - Epoch(train) [103][2400/5005] lr: 4.8053e-02 eta: 18:33:22 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.2704 2022/12/07 07:25:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:25:37 - mmengine - INFO - Epoch(train) [103][2500/5005] lr: 4.8038e-02 eta: 18:33:08 time: 0.1369 data_time: 0.0017 memory: 4390 loss: 2.9499 2022/12/07 07:25:51 - mmengine - INFO - Epoch(train) [103][2600/5005] lr: 4.8022e-02 eta: 18:32:54 time: 0.1468 data_time: 0.0016 memory: 4390 loss: 3.4188 2022/12/07 07:26:05 - mmengine - INFO - Epoch(train) [103][2700/5005] lr: 4.8006e-02 eta: 18:32:41 time: 0.1372 data_time: 0.0018 memory: 4390 loss: 3.2476 2022/12/07 07:26:18 - mmengine - INFO - Epoch(train) [103][2800/5005] lr: 4.7991e-02 eta: 18:32:27 time: 0.1370 data_time: 0.0018 memory: 4390 loss: 3.0047 2022/12/07 07:26:32 - mmengine - INFO - Epoch(train) [103][2900/5005] lr: 4.7975e-02 eta: 18:32:14 time: 0.1369 data_time: 0.0016 memory: 4390 loss: 2.7900 2022/12/07 07:26:46 - mmengine - INFO - Epoch(train) [103][3000/5005] lr: 4.7959e-02 eta: 18:32:00 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.1058 2022/12/07 07:27:00 - mmengine - INFO - Epoch(train) [103][3100/5005] lr: 4.7943e-02 eta: 18:31:46 time: 0.1386 data_time: 0.0017 memory: 4390 loss: 2.7055 2022/12/07 07:27:14 - mmengine - INFO - Epoch(train) [103][3200/5005] lr: 4.7928e-02 eta: 18:31:33 time: 0.1386 data_time: 0.0017 memory: 4390 loss: 3.0208 2022/12/07 07:27:28 - mmengine - INFO - Epoch(train) [103][3300/5005] lr: 4.7912e-02 eta: 18:31:19 time: 0.1378 data_time: 0.0016 memory: 4390 loss: 3.1725 2022/12/07 07:27:42 - mmengine - INFO - Epoch(train) [103][3400/5005] lr: 4.7896e-02 eta: 18:31:06 time: 0.1380 data_time: 0.0016 memory: 4390 loss: 3.3625 2022/12/07 07:27:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:27:56 - mmengine - INFO - Epoch(train) [103][3500/5005] lr: 4.7881e-02 eta: 18:30:52 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 3.0334 2022/12/07 07:28:10 - mmengine - INFO - Epoch(train) [103][3600/5005] lr: 4.7865e-02 eta: 18:30:39 time: 0.1382 data_time: 0.0020 memory: 4390 loss: 3.0281 2022/12/07 07:28:23 - mmengine - INFO - Epoch(train) [103][3700/5005] lr: 4.7849e-02 eta: 18:30:25 time: 0.1370 data_time: 0.0019 memory: 4390 loss: 2.7832 2022/12/07 07:28:37 - mmengine - INFO - Epoch(train) [103][3800/5005] lr: 4.7834e-02 eta: 18:30:12 time: 0.1375 data_time: 0.0019 memory: 4390 loss: 3.2574 2022/12/07 07:28:51 - mmengine - INFO - Epoch(train) [103][3900/5005] lr: 4.7818e-02 eta: 18:29:58 time: 0.1383 data_time: 0.0019 memory: 4390 loss: 3.4300 2022/12/07 07:29:05 - mmengine - INFO - Epoch(train) [103][4000/5005] lr: 4.7802e-02 eta: 18:29:45 time: 0.1389 data_time: 0.0020 memory: 4390 loss: 2.8838 2022/12/07 07:29:19 - mmengine - INFO - Epoch(train) [103][4100/5005] lr: 4.7787e-02 eta: 18:29:31 time: 0.1374 data_time: 0.0018 memory: 4390 loss: 3.4702 2022/12/07 07:29:33 - mmengine - INFO - Epoch(train) [103][4200/5005] lr: 4.7771e-02 eta: 18:29:17 time: 0.1374 data_time: 0.0019 memory: 4390 loss: 2.9274 2022/12/07 07:29:47 - mmengine - INFO - Epoch(train) [103][4300/5005] lr: 4.7755e-02 eta: 18:29:04 time: 0.1375 data_time: 0.0019 memory: 4390 loss: 3.6235 2022/12/07 07:30:01 - mmengine - INFO - Epoch(train) [103][4400/5005] lr: 4.7740e-02 eta: 18:28:50 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 3.0028 2022/12/07 07:30:13 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:30:15 - mmengine - INFO - Epoch(train) [103][4500/5005] lr: 4.7724e-02 eta: 18:28:37 time: 0.1390 data_time: 0.0019 memory: 4390 loss: 2.7363 2022/12/07 07:30:29 - mmengine - INFO - Epoch(train) [103][4600/5005] lr: 4.7708e-02 eta: 18:28:23 time: 0.1373 data_time: 0.0018 memory: 4390 loss: 3.6300 2022/12/07 07:30:43 - mmengine - INFO - Epoch(train) [103][4700/5005] lr: 4.7693e-02 eta: 18:28:10 time: 0.1371 data_time: 0.0020 memory: 4390 loss: 3.5540 2022/12/07 07:30:57 - mmengine - INFO - Epoch(train) [103][4800/5005] lr: 4.7677e-02 eta: 18:27:56 time: 0.1379 data_time: 0.0018 memory: 4390 loss: 3.1752 2022/12/07 07:31:11 - mmengine - INFO - Epoch(train) [103][4900/5005] lr: 4.7661e-02 eta: 18:27:43 time: 0.1376 data_time: 0.0019 memory: 4390 loss: 3.1585 2022/12/07 07:31:25 - mmengine - INFO - Epoch(train) [103][5000/5005] lr: 4.7646e-02 eta: 18:27:29 time: 0.1385 data_time: 0.0026 memory: 4390 loss: 3.1404 2022/12/07 07:31:25 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:31:25 - mmengine - INFO - Saving checkpoint at 103 epochs 2022/12/07 07:31:36 - mmengine - INFO - Epoch(val) [103][100/196] eta: 0:00:07 time: 0.0739 data_time: 0.0399 memory: 4390 2022/12/07 07:31:54 - mmengine - INFO - Epoch(val) [103][196/196] accuracy/top1: 68.4920 accuracy/top5: 89.0740 2022/12/07 07:32:09 - mmengine - INFO - Epoch(train) [104][ 100/5005] lr: 4.7629e-02 eta: 18:27:15 time: 0.1371 data_time: 0.0021 memory: 4390 loss: 3.1687 2022/12/07 07:32:23 - mmengine - INFO - Epoch(train) [104][ 200/5005] lr: 4.7613e-02 eta: 18:27:02 time: 0.1388 data_time: 0.0022 memory: 4390 loss: 3.6050 2022/12/07 07:32:37 - mmengine - INFO - Epoch(train) [104][ 300/5005] lr: 4.7598e-02 eta: 18:26:48 time: 0.1388 data_time: 0.0022 memory: 4390 loss: 2.7190 2022/12/07 07:32:51 - mmengine - INFO - Epoch(train) [104][ 400/5005] lr: 4.7582e-02 eta: 18:26:35 time: 0.1387 data_time: 0.0022 memory: 4390 loss: 2.9166 2022/12/07 07:33:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:33:05 - mmengine - INFO - Epoch(train) [104][ 500/5005] lr: 4.7566e-02 eta: 18:26:21 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.1957 2022/12/07 07:33:19 - mmengine - INFO - Epoch(train) [104][ 600/5005] lr: 4.7551e-02 eta: 18:26:08 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.7541 2022/12/07 07:33:33 - mmengine - INFO - Epoch(train) [104][ 700/5005] lr: 4.7535e-02 eta: 18:25:54 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.3641 2022/12/07 07:33:47 - mmengine - INFO - Epoch(train) [104][ 800/5005] lr: 4.7519e-02 eta: 18:25:41 time: 0.1379 data_time: 0.0016 memory: 4390 loss: 3.0227 2022/12/07 07:34:00 - mmengine - INFO - Epoch(train) [104][ 900/5005] lr: 4.7504e-02 eta: 18:25:27 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 2.6134 2022/12/07 07:34:14 - mmengine - INFO - Epoch(train) [104][1000/5005] lr: 4.7488e-02 eta: 18:25:13 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.3726 2022/12/07 07:34:28 - mmengine - INFO - Epoch(train) [104][1100/5005] lr: 4.7472e-02 eta: 18:25:00 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 3.3617 2022/12/07 07:34:42 - mmengine - INFO - Epoch(train) [104][1200/5005] lr: 4.7457e-02 eta: 18:24:46 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 3.2567 2022/12/07 07:34:56 - mmengine - INFO - Epoch(train) [104][1300/5005] lr: 4.7441e-02 eta: 18:24:33 time: 0.1372 data_time: 0.0017 memory: 4390 loss: 3.4677 2022/12/07 07:35:10 - mmengine - INFO - Epoch(train) [104][1400/5005] lr: 4.7425e-02 eta: 18:24:19 time: 0.1398 data_time: 0.0016 memory: 4390 loss: 2.9441 2022/12/07 07:35:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:35:24 - mmengine - INFO - Epoch(train) [104][1500/5005] lr: 4.7410e-02 eta: 18:24:06 time: 0.1389 data_time: 0.0016 memory: 4390 loss: 2.9383 2022/12/07 07:35:38 - mmengine - INFO - Epoch(train) [104][1600/5005] lr: 4.7394e-02 eta: 18:23:52 time: 0.1375 data_time: 0.0019 memory: 4390 loss: 3.7733 2022/12/07 07:35:52 - mmengine - INFO - Epoch(train) [104][1700/5005] lr: 4.7378e-02 eta: 18:23:39 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 3.0818 2022/12/07 07:36:06 - mmengine - INFO - Epoch(train) [104][1800/5005] lr: 4.7363e-02 eta: 18:23:25 time: 0.1450 data_time: 0.0016 memory: 4390 loss: 3.0916 2022/12/07 07:36:20 - mmengine - INFO - Epoch(train) [104][1900/5005] lr: 4.7347e-02 eta: 18:23:12 time: 0.1382 data_time: 0.0017 memory: 4390 loss: 3.2448 2022/12/07 07:36:34 - mmengine - INFO - Epoch(train) [104][2000/5005] lr: 4.7331e-02 eta: 18:22:58 time: 0.1373 data_time: 0.0018 memory: 4390 loss: 3.1038 2022/12/07 07:36:48 - mmengine - INFO - Epoch(train) [104][2100/5005] lr: 4.7316e-02 eta: 18:22:45 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.7199 2022/12/07 07:37:02 - mmengine - INFO - Epoch(train) [104][2200/5005] lr: 4.7300e-02 eta: 18:22:31 time: 0.1384 data_time: 0.0022 memory: 4390 loss: 3.2325 2022/12/07 07:37:16 - mmengine - INFO - Epoch(train) [104][2300/5005] lr: 4.7284e-02 eta: 18:22:18 time: 0.1379 data_time: 0.0018 memory: 4390 loss: 3.4903 2022/12/07 07:37:30 - mmengine - INFO - Epoch(train) [104][2400/5005] lr: 4.7269e-02 eta: 18:22:04 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 2.8883 2022/12/07 07:37:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:37:43 - mmengine - INFO - Epoch(train) [104][2500/5005] lr: 4.7253e-02 eta: 18:21:50 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 2.9986 2022/12/07 07:37:57 - mmengine - INFO - Epoch(train) [104][2600/5005] lr: 4.7237e-02 eta: 18:21:37 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 3.4680 2022/12/07 07:38:11 - mmengine - INFO - Epoch(train) [104][2700/5005] lr: 4.7222e-02 eta: 18:21:23 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 3.1952 2022/12/07 07:38:25 - mmengine - INFO - Epoch(train) [104][2800/5005] lr: 4.7206e-02 eta: 18:21:10 time: 0.1372 data_time: 0.0018 memory: 4390 loss: 3.0302 2022/12/07 07:38:39 - mmengine - INFO - Epoch(train) [104][2900/5005] lr: 4.7190e-02 eta: 18:20:56 time: 0.1373 data_time: 0.0018 memory: 4390 loss: 3.2117 2022/12/07 07:38:53 - mmengine - INFO - Epoch(train) [104][3000/5005] lr: 4.7175e-02 eta: 18:20:43 time: 0.1377 data_time: 0.0017 memory: 4390 loss: 2.9180 2022/12/07 07:39:07 - mmengine - INFO - Epoch(train) [104][3100/5005] lr: 4.7159e-02 eta: 18:20:29 time: 0.1372 data_time: 0.0017 memory: 4390 loss: 3.4161 2022/12/07 07:39:21 - mmengine - INFO - Epoch(train) [104][3200/5005] lr: 4.7143e-02 eta: 18:20:15 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 2.9286 2022/12/07 07:39:34 - mmengine - INFO - Epoch(train) [104][3300/5005] lr: 4.7128e-02 eta: 18:20:02 time: 0.1372 data_time: 0.0017 memory: 4390 loss: 3.3583 2022/12/07 07:39:48 - mmengine - INFO - Epoch(train) [104][3400/5005] lr: 4.7112e-02 eta: 18:19:48 time: 0.1371 data_time: 0.0017 memory: 4390 loss: 3.1513 2022/12/07 07:40:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:40:02 - mmengine - INFO - Epoch(train) [104][3500/5005] lr: 4.7096e-02 eta: 18:19:35 time: 0.1382 data_time: 0.0017 memory: 4390 loss: 3.0809 2022/12/07 07:40:16 - mmengine - INFO - Epoch(train) [104][3600/5005] lr: 4.7081e-02 eta: 18:19:21 time: 0.1390 data_time: 0.0017 memory: 4390 loss: 3.2997 2022/12/07 07:40:30 - mmengine - INFO - Epoch(train) [104][3700/5005] lr: 4.7065e-02 eta: 18:19:08 time: 0.1388 data_time: 0.0017 memory: 4390 loss: 3.4879 2022/12/07 07:40:44 - mmengine - INFO - Epoch(train) [104][3800/5005] lr: 4.7049e-02 eta: 18:18:54 time: 0.1391 data_time: 0.0017 memory: 4390 loss: 2.8970 2022/12/07 07:40:58 - mmengine - INFO - Epoch(train) [104][3900/5005] lr: 4.7034e-02 eta: 18:18:41 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.3238 2022/12/07 07:41:12 - mmengine - INFO - Epoch(train) [104][4000/5005] lr: 4.7018e-02 eta: 18:18:27 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 2.8720 2022/12/07 07:41:26 - mmengine - INFO - Epoch(train) [104][4100/5005] lr: 4.7002e-02 eta: 18:18:13 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 3.5647 2022/12/07 07:41:40 - mmengine - INFO - Epoch(train) [104][4200/5005] lr: 4.6987e-02 eta: 18:18:00 time: 0.1384 data_time: 0.0016 memory: 4390 loss: 3.5117 2022/12/07 07:41:54 - mmengine - INFO - Epoch(train) [104][4300/5005] lr: 4.6971e-02 eta: 18:17:46 time: 0.1377 data_time: 0.0018 memory: 4390 loss: 3.0484 2022/12/07 07:42:08 - mmengine - INFO - Epoch(train) [104][4400/5005] lr: 4.6955e-02 eta: 18:17:33 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.7956 2022/12/07 07:42:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:42:22 - mmengine - INFO - Epoch(train) [104][4500/5005] lr: 4.6940e-02 eta: 18:17:19 time: 0.1375 data_time: 0.0016 memory: 4390 loss: 3.0020 2022/12/07 07:42:35 - mmengine - INFO - Epoch(train) [104][4600/5005] lr: 4.6924e-02 eta: 18:17:06 time: 0.1382 data_time: 0.0016 memory: 4390 loss: 2.8705 2022/12/07 07:42:49 - mmengine - INFO - Epoch(train) [104][4700/5005] lr: 4.6908e-02 eta: 18:16:52 time: 0.1380 data_time: 0.0016 memory: 4390 loss: 3.7336 2022/12/07 07:43:03 - mmengine - INFO - Epoch(train) [104][4800/5005] lr: 4.6893e-02 eta: 18:16:38 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.2969 2022/12/07 07:43:17 - mmengine - INFO - Epoch(train) [104][4900/5005] lr: 4.6877e-02 eta: 18:16:25 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.3538 2022/12/07 07:43:31 - mmengine - INFO - Epoch(train) [104][5000/5005] lr: 4.6861e-02 eta: 18:16:12 time: 0.1388 data_time: 0.0026 memory: 4390 loss: 3.1598 2022/12/07 07:43:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:43:32 - mmengine - INFO - Saving checkpoint at 104 epochs 2022/12/07 07:43:42 - mmengine - INFO - Epoch(val) [104][100/196] eta: 0:00:07 time: 0.0761 data_time: 0.0452 memory: 4390 2022/12/07 07:44:00 - mmengine - INFO - Epoch(val) [104][196/196] accuracy/top1: 68.0640 accuracy/top5: 89.0380 2022/12/07 07:44:15 - mmengine - INFO - Epoch(train) [105][ 100/5005] lr: 4.6845e-02 eta: 18:15:58 time: 0.1374 data_time: 0.0019 memory: 4390 loss: 3.3143 2022/12/07 07:44:29 - mmengine - INFO - Epoch(train) [105][ 200/5005] lr: 4.6829e-02 eta: 18:15:44 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 3.5349 2022/12/07 07:44:43 - mmengine - INFO - Epoch(train) [105][ 300/5005] lr: 4.6814e-02 eta: 18:15:31 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.3974 2022/12/07 07:44:57 - mmengine - INFO - Epoch(train) [105][ 400/5005] lr: 4.6798e-02 eta: 18:15:17 time: 0.1377 data_time: 0.0017 memory: 4390 loss: 3.0028 2022/12/07 07:45:08 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:45:10 - mmengine - INFO - Epoch(train) [105][ 500/5005] lr: 4.6782e-02 eta: 18:15:03 time: 0.1377 data_time: 0.0017 memory: 4390 loss: 2.9903 2022/12/07 07:45:24 - mmengine - INFO - Epoch(train) [105][ 600/5005] lr: 4.6767e-02 eta: 18:14:50 time: 0.1377 data_time: 0.0019 memory: 4390 loss: 3.6761 2022/12/07 07:45:38 - mmengine - INFO - Epoch(train) [105][ 700/5005] lr: 4.6751e-02 eta: 18:14:36 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 3.2610 2022/12/07 07:45:52 - mmengine - INFO - Epoch(train) [105][ 800/5005] lr: 4.6735e-02 eta: 18:14:23 time: 0.1377 data_time: 0.0017 memory: 4390 loss: 3.5205 2022/12/07 07:46:06 - mmengine - INFO - Epoch(train) [105][ 900/5005] lr: 4.6720e-02 eta: 18:14:09 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.6649 2022/12/07 07:46:20 - mmengine - INFO - Epoch(train) [105][1000/5005] lr: 4.6704e-02 eta: 18:13:56 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 4.0516 2022/12/07 07:46:34 - mmengine - INFO - Epoch(train) [105][1100/5005] lr: 4.6688e-02 eta: 18:13:42 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 3.0938 2022/12/07 07:46:48 - mmengine - INFO - Epoch(train) [105][1200/5005] lr: 4.6673e-02 eta: 18:13:29 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.4138 2022/12/07 07:47:02 - mmengine - INFO - Epoch(train) [105][1300/5005] lr: 4.6657e-02 eta: 18:13:15 time: 0.1377 data_time: 0.0017 memory: 4390 loss: 3.5576 2022/12/07 07:47:16 - mmengine - INFO - Epoch(train) [105][1400/5005] lr: 4.6641e-02 eta: 18:13:01 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 3.2689 2022/12/07 07:47:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:47:30 - mmengine - INFO - Epoch(train) [105][1500/5005] lr: 4.6626e-02 eta: 18:12:48 time: 0.1386 data_time: 0.0019 memory: 4390 loss: 3.2373 2022/12/07 07:47:44 - mmengine - INFO - Epoch(train) [105][1600/5005] lr: 4.6610e-02 eta: 18:12:34 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 3.5713 2022/12/07 07:47:58 - mmengine - INFO - Epoch(train) [105][1700/5005] lr: 4.6594e-02 eta: 18:12:21 time: 0.1373 data_time: 0.0018 memory: 4390 loss: 3.5703 2022/12/07 07:48:11 - mmengine - INFO - Epoch(train) [105][1800/5005] lr: 4.6579e-02 eta: 18:12:07 time: 0.1376 data_time: 0.0017 memory: 4390 loss: 2.9819 2022/12/07 07:48:25 - mmengine - INFO - Epoch(train) [105][1900/5005] lr: 4.6563e-02 eta: 18:11:54 time: 0.1373 data_time: 0.0016 memory: 4390 loss: 3.0512 2022/12/07 07:48:39 - mmengine - INFO - Epoch(train) [105][2000/5005] lr: 4.6547e-02 eta: 18:11:40 time: 0.1372 data_time: 0.0017 memory: 4390 loss: 3.0587 2022/12/07 07:48:53 - mmengine - INFO - Epoch(train) [105][2100/5005] lr: 4.6532e-02 eta: 18:11:27 time: 0.1379 data_time: 0.0018 memory: 4390 loss: 3.6049 2022/12/07 07:49:07 - mmengine - INFO - Epoch(train) [105][2200/5005] lr: 4.6516e-02 eta: 18:11:13 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 3.0749 2022/12/07 07:49:21 - mmengine - INFO - Epoch(train) [105][2300/5005] lr: 4.6501e-02 eta: 18:10:59 time: 0.1378 data_time: 0.0016 memory: 4390 loss: 3.1242 2022/12/07 07:49:35 - mmengine - INFO - Epoch(train) [105][2400/5005] lr: 4.6485e-02 eta: 18:10:46 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 3.0168 2022/12/07 07:49:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:49:49 - mmengine - INFO - Epoch(train) [105][2500/5005] lr: 4.6469e-02 eta: 18:10:32 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.5774 2022/12/07 07:50:03 - mmengine - INFO - Epoch(train) [105][2600/5005] lr: 4.6454e-02 eta: 18:10:19 time: 0.1376 data_time: 0.0026 memory: 4390 loss: 3.3073 2022/12/07 07:50:17 - mmengine - INFO - Epoch(train) [105][2700/5005] lr: 4.6438e-02 eta: 18:10:05 time: 0.1375 data_time: 0.0023 memory: 4390 loss: 3.1668 2022/12/07 07:50:30 - mmengine - INFO - Epoch(train) [105][2800/5005] lr: 4.6422e-02 eta: 18:09:51 time: 0.1376 data_time: 0.0024 memory: 4390 loss: 3.6524 2022/12/07 07:50:44 - mmengine - INFO - Epoch(train) [105][2900/5005] lr: 4.6407e-02 eta: 18:09:38 time: 0.1463 data_time: 0.0023 memory: 4390 loss: 3.1957 2022/12/07 07:50:58 - mmengine - INFO - Epoch(train) [105][3000/5005] lr: 4.6391e-02 eta: 18:09:24 time: 0.1375 data_time: 0.0023 memory: 4390 loss: 2.8891 2022/12/07 07:51:12 - mmengine - INFO - Epoch(train) [105][3100/5005] lr: 4.6375e-02 eta: 18:09:11 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 3.4902 2022/12/07 07:51:26 - mmengine - INFO - Epoch(train) [105][3200/5005] lr: 4.6360e-02 eta: 18:08:57 time: 0.1376 data_time: 0.0017 memory: 4390 loss: 2.9692 2022/12/07 07:51:40 - mmengine - INFO - Epoch(train) [105][3300/5005] lr: 4.6344e-02 eta: 18:08:44 time: 0.1425 data_time: 0.0018 memory: 4390 loss: 3.7589 2022/12/07 07:51:54 - mmengine - INFO - Epoch(train) [105][3400/5005] lr: 4.6328e-02 eta: 18:08:30 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 3.7077 2022/12/07 07:52:05 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:52:08 - mmengine - INFO - Epoch(train) [105][3500/5005] lr: 4.6313e-02 eta: 18:08:17 time: 0.1378 data_time: 0.0021 memory: 4390 loss: 3.2682 2022/12/07 07:52:22 - mmengine - INFO - Epoch(train) [105][3600/5005] lr: 4.6297e-02 eta: 18:08:03 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.1429 2022/12/07 07:52:36 - mmengine - INFO - Epoch(train) [105][3700/5005] lr: 4.6281e-02 eta: 18:07:50 time: 0.1371 data_time: 0.0016 memory: 4390 loss: 3.3937 2022/12/07 07:52:50 - mmengine - INFO - Epoch(train) [105][3800/5005] lr: 4.6266e-02 eta: 18:07:36 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.2646 2022/12/07 07:53:04 - mmengine - INFO - Epoch(train) [105][3900/5005] lr: 4.6250e-02 eta: 18:07:22 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 3.2084 2022/12/07 07:53:18 - mmengine - INFO - Epoch(train) [105][4000/5005] lr: 4.6234e-02 eta: 18:07:09 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.1376 2022/12/07 07:53:31 - mmengine - INFO - Epoch(train) [105][4100/5005] lr: 4.6219e-02 eta: 18:06:55 time: 0.1385 data_time: 0.0017 memory: 4390 loss: 3.2770 2022/12/07 07:53:45 - mmengine - INFO - Epoch(train) [105][4200/5005] lr: 4.6203e-02 eta: 18:06:42 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 3.0284 2022/12/07 07:53:59 - mmengine - INFO - Epoch(train) [105][4300/5005] lr: 4.6188e-02 eta: 18:06:28 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 3.1623 2022/12/07 07:54:13 - mmengine - INFO - Epoch(train) [105][4400/5005] lr: 4.6172e-02 eta: 18:06:14 time: 0.1383 data_time: 0.0019 memory: 4390 loss: 3.2778 2022/12/07 07:54:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:54:27 - mmengine - INFO - Epoch(train) [105][4500/5005] lr: 4.6156e-02 eta: 18:06:01 time: 0.1382 data_time: 0.0017 memory: 4390 loss: 3.1433 2022/12/07 07:54:41 - mmengine - INFO - Epoch(train) [105][4600/5005] lr: 4.6141e-02 eta: 18:05:47 time: 0.1377 data_time: 0.0017 memory: 4390 loss: 2.8621 2022/12/07 07:54:55 - mmengine - INFO - Epoch(train) [105][4700/5005] lr: 4.6125e-02 eta: 18:05:34 time: 0.1374 data_time: 0.0015 memory: 4390 loss: 3.0631 2022/12/07 07:55:09 - mmengine - INFO - Epoch(train) [105][4800/5005] lr: 4.6109e-02 eta: 18:05:20 time: 0.1397 data_time: 0.0023 memory: 4390 loss: 2.9588 2022/12/07 07:55:23 - mmengine - INFO - Epoch(train) [105][4900/5005] lr: 4.6094e-02 eta: 18:05:07 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 3.1086 2022/12/07 07:55:37 - mmengine - INFO - Epoch(train) [105][5000/5005] lr: 4.6078e-02 eta: 18:04:53 time: 0.1391 data_time: 0.0028 memory: 4390 loss: 3.26