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 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.2.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.3.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.3.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.3.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.3.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.3.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.3.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.3.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.3.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.3.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.3.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.3.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.3.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.3.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.3.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.3.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_1.3.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - 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 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - 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 - mmengine - INFO - paramwise_options -- backbone.stage_3.4.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.4.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.4.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.4.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.4.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.4.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.4.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.4.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.4.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.4.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.4.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.4.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.4.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.4.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.4.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.5.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.5.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.5.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.5.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.5.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.5.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.5.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.5.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.5.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.5.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.5.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.5.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - 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 - mmengine - INFO - paramwise_options -- backbone.stage_3.6.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.6.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.6.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.6.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.6.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.6.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.6.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.6.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.6.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - 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 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_norm.bias:lr=0.1 2022/12/06 11:01:04 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_norm.bias:weight_decay=0.0 2022/12/06 11:01:04 - 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: 3.2604 2022/12/07 07:55:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:55:37 - mmengine - INFO - Saving checkpoint at 105 epochs 2022/12/07 07:55:48 - mmengine - INFO - Epoch(val) [105][100/196] eta: 0:00:07 time: 0.0766 data_time: 0.0458 memory: 4390 2022/12/07 07:56:07 - mmengine - INFO - Epoch(val) [105][196/196] accuracy/top1: 68.9120 accuracy/top5: 89.2680 2022/12/07 07:56:21 - mmengine - INFO - Epoch(train) [106][ 100/5005] lr: 4.6062e-02 eta: 18:04:40 time: 0.1374 data_time: 0.0016 memory: 4391 loss: 3.4387 2022/12/07 07:56:35 - mmengine - INFO - Epoch(train) [106][ 200/5005] lr: 4.6046e-02 eta: 18:04:26 time: 0.1375 data_time: 0.0018 memory: 4390 loss: 3.1819 2022/12/07 07:56:49 - mmengine - INFO - Epoch(train) [106][ 300/5005] lr: 4.6030e-02 eta: 18:04:13 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 2.9988 2022/12/07 07:57:03 - mmengine - INFO - Epoch(train) [106][ 400/5005] lr: 4.6015e-02 eta: 18:03:59 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 3.3954 2022/12/07 07:57:13 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:57:17 - mmengine - INFO - Epoch(train) [106][ 500/5005] lr: 4.5999e-02 eta: 18:03:45 time: 0.1376 data_time: 0.0023 memory: 4390 loss: 3.0055 2022/12/07 07:57:31 - mmengine - INFO - Epoch(train) [106][ 600/5005] lr: 4.5983e-02 eta: 18:03:32 time: 0.1382 data_time: 0.0024 memory: 4390 loss: 3.6227 2022/12/07 07:57:45 - mmengine - INFO - Epoch(train) [106][ 700/5005] lr: 4.5968e-02 eta: 18:03:18 time: 0.1388 data_time: 0.0024 memory: 4390 loss: 3.2109 2022/12/07 07:57:59 - mmengine - INFO - Epoch(train) [106][ 800/5005] lr: 4.5952e-02 eta: 18:03:05 time: 0.1373 data_time: 0.0024 memory: 4390 loss: 3.2682 2022/12/07 07:58:12 - mmengine - INFO - Epoch(train) [106][ 900/5005] lr: 4.5936e-02 eta: 18:02:51 time: 0.1383 data_time: 0.0023 memory: 4390 loss: 3.5738 2022/12/07 07:58:26 - mmengine - INFO - Epoch(train) [106][1000/5005] lr: 4.5921e-02 eta: 18:02:37 time: 0.1374 data_time: 0.0023 memory: 4390 loss: 3.0127 2022/12/07 07:58:40 - mmengine - INFO - Epoch(train) [106][1100/5005] lr: 4.5905e-02 eta: 18:02:24 time: 0.1371 data_time: 0.0024 memory: 4390 loss: 3.4261 2022/12/07 07:58:54 - mmengine - INFO - Epoch(train) [106][1200/5005] lr: 4.5890e-02 eta: 18:02:10 time: 0.1383 data_time: 0.0023 memory: 4390 loss: 3.5902 2022/12/07 07:59:08 - mmengine - INFO - Epoch(train) [106][1300/5005] lr: 4.5874e-02 eta: 18:01:57 time: 0.1379 data_time: 0.0023 memory: 4390 loss: 3.5914 2022/12/07 07:59:22 - mmengine - INFO - Epoch(train) [106][1400/5005] lr: 4.5858e-02 eta: 18:01:43 time: 0.1373 data_time: 0.0023 memory: 4390 loss: 3.2149 2022/12/07 07:59:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 07:59:36 - mmengine - INFO - Epoch(train) [106][1500/5005] lr: 4.5843e-02 eta: 18:01:30 time: 0.1374 data_time: 0.0023 memory: 4390 loss: 3.0339 2022/12/07 07:59:50 - mmengine - INFO - Epoch(train) [106][1600/5005] lr: 4.5827e-02 eta: 18:01:16 time: 0.1481 data_time: 0.0023 memory: 4390 loss: 3.2044 2022/12/07 08:00:04 - mmengine - INFO - Epoch(train) [106][1700/5005] lr: 4.5811e-02 eta: 18:01:02 time: 0.1374 data_time: 0.0022 memory: 4390 loss: 3.1244 2022/12/07 08:00:18 - mmengine - INFO - Epoch(train) [106][1800/5005] lr: 4.5796e-02 eta: 18:00:49 time: 0.1372 data_time: 0.0023 memory: 4390 loss: 3.0957 2022/12/07 08:00:31 - mmengine - INFO - Epoch(train) [106][1900/5005] lr: 4.5780e-02 eta: 18:00:35 time: 0.1372 data_time: 0.0022 memory: 4390 loss: 3.1822 2022/12/07 08:00:45 - mmengine - INFO - Epoch(train) [106][2000/5005] lr: 4.5764e-02 eta: 18:00:22 time: 0.1386 data_time: 0.0017 memory: 4390 loss: 2.7441 2022/12/07 08:00:59 - mmengine - INFO - Epoch(train) [106][2100/5005] lr: 4.5749e-02 eta: 18:00:08 time: 0.1388 data_time: 0.0017 memory: 4390 loss: 3.0700 2022/12/07 08:01:13 - mmengine - INFO - Epoch(train) [106][2200/5005] lr: 4.5733e-02 eta: 17:59:55 time: 0.1388 data_time: 0.0016 memory: 4390 loss: 2.8926 2022/12/07 08:01:27 - mmengine - INFO - Epoch(train) [106][2300/5005] lr: 4.5717e-02 eta: 17:59:41 time: 0.1382 data_time: 0.0023 memory: 4390 loss: 2.9014 2022/12/07 08:01:41 - mmengine - INFO - Epoch(train) [106][2400/5005] lr: 4.5702e-02 eta: 17:59:27 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 3.1881 2022/12/07 08:01:52 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:01:55 - mmengine - INFO - Epoch(train) [106][2500/5005] lr: 4.5686e-02 eta: 17:59:14 time: 0.1382 data_time: 0.0018 memory: 4390 loss: 2.8706 2022/12/07 08:02:09 - mmengine - INFO - Epoch(train) [106][2600/5005] lr: 4.5671e-02 eta: 17:59:00 time: 0.1392 data_time: 0.0017 memory: 4390 loss: 3.1368 2022/12/07 08:02:23 - mmengine - INFO - Epoch(train) [106][2700/5005] lr: 4.5655e-02 eta: 17:58:47 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 2.9992 2022/12/07 08:02:37 - mmengine - INFO - Epoch(train) [106][2800/5005] lr: 4.5639e-02 eta: 17:58:33 time: 0.1414 data_time: 0.0016 memory: 4390 loss: 2.7370 2022/12/07 08:02:51 - mmengine - INFO - Epoch(train) [106][2900/5005] lr: 4.5624e-02 eta: 17:58:20 time: 0.1370 data_time: 0.0016 memory: 4390 loss: 3.1050 2022/12/07 08:03:05 - mmengine - INFO - Epoch(train) [106][3000/5005] lr: 4.5608e-02 eta: 17:58:06 time: 0.1379 data_time: 0.0016 memory: 4390 loss: 3.0610 2022/12/07 08:03:19 - mmengine - INFO - Epoch(train) [106][3100/5005] lr: 4.5592e-02 eta: 17:57:52 time: 0.1385 data_time: 0.0021 memory: 4390 loss: 2.8586 2022/12/07 08:03:33 - mmengine - INFO - Epoch(train) [106][3200/5005] lr: 4.5577e-02 eta: 17:57:39 time: 0.1388 data_time: 0.0022 memory: 4390 loss: 3.0517 2022/12/07 08:03:46 - mmengine - INFO - Epoch(train) [106][3300/5005] lr: 4.5561e-02 eta: 17:57:25 time: 0.1372 data_time: 0.0019 memory: 4390 loss: 3.5299 2022/12/07 08:04:00 - mmengine - INFO - Epoch(train) [106][3400/5005] lr: 4.5546e-02 eta: 17:57:12 time: 0.1376 data_time: 0.0018 memory: 4390 loss: 3.4166 2022/12/07 08:04:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:04:14 - mmengine - INFO - Epoch(train) [106][3500/5005] lr: 4.5530e-02 eta: 17:56:58 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.5406 2022/12/07 08:04:28 - mmengine - INFO - Epoch(train) [106][3600/5005] lr: 4.5514e-02 eta: 17:56:44 time: 0.1382 data_time: 0.0017 memory: 4390 loss: 3.0397 2022/12/07 08:04:42 - mmengine - INFO - Epoch(train) [106][3700/5005] lr: 4.5499e-02 eta: 17:56:31 time: 0.1389 data_time: 0.0017 memory: 4390 loss: 3.0202 2022/12/07 08:04:56 - mmengine - INFO - Epoch(train) [106][3800/5005] lr: 4.5483e-02 eta: 17:56:18 time: 0.1379 data_time: 0.0016 memory: 4390 loss: 2.7283 2022/12/07 08:05:10 - mmengine - INFO - Epoch(train) [106][3900/5005] lr: 4.5467e-02 eta: 17:56:04 time: 0.1382 data_time: 0.0016 memory: 4390 loss: 3.1692 2022/12/07 08:05:24 - mmengine - INFO - Epoch(train) [106][4000/5005] lr: 4.5452e-02 eta: 17:55:50 time: 0.1460 data_time: 0.0019 memory: 4390 loss: 3.1157 2022/12/07 08:05:38 - mmengine - INFO - Epoch(train) [106][4100/5005] lr: 4.5436e-02 eta: 17:55:37 time: 0.1379 data_time: 0.0018 memory: 4390 loss: 3.0714 2022/12/07 08:05:52 - mmengine - INFO - Epoch(train) [106][4200/5005] lr: 4.5421e-02 eta: 17:55:23 time: 0.1386 data_time: 0.0017 memory: 4390 loss: 3.6178 2022/12/07 08:06:06 - mmengine - INFO - Epoch(train) [106][4300/5005] lr: 4.5405e-02 eta: 17:55:10 time: 0.1479 data_time: 0.0017 memory: 4390 loss: 3.3180 2022/12/07 08:06:20 - mmengine - INFO - Epoch(train) [106][4400/5005] lr: 4.5389e-02 eta: 17:54:56 time: 0.1376 data_time: 0.0018 memory: 4390 loss: 3.1267 2022/12/07 08:06:30 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:06:34 - mmengine - INFO - Epoch(train) [106][4500/5005] lr: 4.5374e-02 eta: 17:54:43 time: 0.1377 data_time: 0.0018 memory: 4390 loss: 3.1295 2022/12/07 08:06:48 - mmengine - INFO - Epoch(train) [106][4600/5005] lr: 4.5358e-02 eta: 17:54:29 time: 0.1385 data_time: 0.0016 memory: 4390 loss: 2.7999 2022/12/07 08:07:01 - mmengine - INFO - Epoch(train) [106][4700/5005] lr: 4.5342e-02 eta: 17:54:16 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 3.0267 2022/12/07 08:07:15 - mmengine - INFO - Epoch(train) [106][4800/5005] lr: 4.5327e-02 eta: 17:54:02 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 3.4029 2022/12/07 08:07:29 - mmengine - INFO - Epoch(train) [106][4900/5005] lr: 4.5311e-02 eta: 17:53:49 time: 0.1374 data_time: 0.0016 memory: 4390 loss: 3.0288 2022/12/07 08:07:43 - mmengine - INFO - Epoch(train) [106][5000/5005] lr: 4.5296e-02 eta: 17:53:35 time: 0.1391 data_time: 0.0027 memory: 4390 loss: 3.0137 2022/12/07 08:07:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:07:44 - mmengine - INFO - Saving checkpoint at 106 epochs 2022/12/07 08:07:54 - mmengine - INFO - Epoch(val) [106][100/196] eta: 0:00:07 time: 0.0755 data_time: 0.0454 memory: 4390 2022/12/07 08:08:13 - mmengine - INFO - Epoch(val) [106][196/196] accuracy/top1: 68.3440 accuracy/top5: 88.9820 2022/12/07 08:08:28 - mmengine - INFO - Epoch(train) [107][ 100/5005] lr: 4.5279e-02 eta: 17:53:21 time: 0.1374 data_time: 0.0016 memory: 4391 loss: 3.4991 2022/12/07 08:08:42 - mmengine - INFO - Epoch(train) [107][ 200/5005] lr: 4.5263e-02 eta: 17:53:08 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 3.2905 2022/12/07 08:08:56 - mmengine - INFO - Epoch(train) [107][ 300/5005] lr: 4.5248e-02 eta: 17:52:54 time: 0.1372 data_time: 0.0020 memory: 4390 loss: 2.8449 2022/12/07 08:09:10 - mmengine - INFO - Epoch(train) [107][ 400/5005] lr: 4.5232e-02 eta: 17:52:41 time: 0.1376 data_time: 0.0020 memory: 4390 loss: 3.0512 2022/12/07 08:09:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:09:23 - mmengine - INFO - Epoch(train) [107][ 500/5005] lr: 4.5217e-02 eta: 17:52:27 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 3.3393 2022/12/07 08:09:37 - mmengine - INFO - Epoch(train) [107][ 600/5005] lr: 4.5201e-02 eta: 17:52:14 time: 0.1381 data_time: 0.0019 memory: 4390 loss: 3.0473 2022/12/07 08:09:51 - mmengine - INFO - Epoch(train) [107][ 700/5005] lr: 4.5185e-02 eta: 17:52:00 time: 0.1381 data_time: 0.0021 memory: 4390 loss: 3.3495 2022/12/07 08:10:05 - mmengine - INFO - Epoch(train) [107][ 800/5005] lr: 4.5170e-02 eta: 17:51:46 time: 0.1378 data_time: 0.0020 memory: 4390 loss: 3.0727 2022/12/07 08:10:19 - mmengine - INFO - Epoch(train) [107][ 900/5005] lr: 4.5154e-02 eta: 17:51:33 time: 0.1381 data_time: 0.0021 memory: 4390 loss: 3.1622 2022/12/07 08:10:33 - mmengine - INFO - Epoch(train) [107][1000/5005] lr: 4.5139e-02 eta: 17:51:19 time: 0.1470 data_time: 0.0020 memory: 4390 loss: 3.5822 2022/12/07 08:10:47 - mmengine - INFO - Epoch(train) [107][1100/5005] lr: 4.5123e-02 eta: 17:51:06 time: 0.1381 data_time: 0.0021 memory: 4390 loss: 2.8817 2022/12/07 08:11:01 - mmengine - INFO - Epoch(train) [107][1200/5005] lr: 4.5107e-02 eta: 17:50:52 time: 0.1389 data_time: 0.0020 memory: 4390 loss: 3.7492 2022/12/07 08:11:15 - mmengine - INFO - Epoch(train) [107][1300/5005] lr: 4.5092e-02 eta: 17:50:39 time: 0.1386 data_time: 0.0020 memory: 4390 loss: 3.3617 2022/12/07 08:11:29 - mmengine - INFO - Epoch(train) [107][1400/5005] lr: 4.5076e-02 eta: 17:50:25 time: 0.1381 data_time: 0.0020 memory: 4390 loss: 3.2001 2022/12/07 08:11:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:11:43 - mmengine - INFO - Epoch(train) [107][1500/5005] lr: 4.5060e-02 eta: 17:50:12 time: 0.1385 data_time: 0.0020 memory: 4390 loss: 3.0058 2022/12/07 08:11:57 - mmengine - INFO - Epoch(train) [107][1600/5005] lr: 4.5045e-02 eta: 17:49:58 time: 0.1386 data_time: 0.0022 memory: 4390 loss: 3.6687 2022/12/07 08:12:11 - mmengine - INFO - Epoch(train) [107][1700/5005] lr: 4.5029e-02 eta: 17:49:45 time: 0.1415 data_time: 0.0019 memory: 4390 loss: 3.3513 2022/12/07 08:12:25 - mmengine - INFO - Epoch(train) [107][1800/5005] lr: 4.5014e-02 eta: 17:49:31 time: 0.1375 data_time: 0.0019 memory: 4390 loss: 3.4351 2022/12/07 08:12:39 - mmengine - INFO - Epoch(train) [107][1900/5005] lr: 4.4998e-02 eta: 17:49:18 time: 0.1383 data_time: 0.0019 memory: 4390 loss: 3.4202 2022/12/07 08:12:53 - mmengine - INFO - Epoch(train) [107][2000/5005] lr: 4.4982e-02 eta: 17:49:04 time: 0.1383 data_time: 0.0019 memory: 4390 loss: 3.0890 2022/12/07 08:13:07 - mmengine - INFO - Epoch(train) [107][2100/5005] lr: 4.4967e-02 eta: 17:48:51 time: 0.1383 data_time: 0.0018 memory: 4390 loss: 3.3254 2022/12/07 08:13:21 - mmengine - INFO - Epoch(train) [107][2200/5005] lr: 4.4951e-02 eta: 17:48:37 time: 0.1384 data_time: 0.0023 memory: 4390 loss: 3.3818 2022/12/07 08:13:35 - mmengine - INFO - Epoch(train) [107][2300/5005] lr: 4.4936e-02 eta: 17:48:24 time: 0.1389 data_time: 0.0020 memory: 4390 loss: 2.6463 2022/12/07 08:13:49 - mmengine - INFO - Epoch(train) [107][2400/5005] lr: 4.4920e-02 eta: 17:48:10 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 3.0586 2022/12/07 08:13:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:14:03 - mmengine - INFO - Epoch(train) [107][2500/5005] lr: 4.4904e-02 eta: 17:47:57 time: 0.1381 data_time: 0.0019 memory: 4390 loss: 3.0831 2022/12/07 08:14:17 - mmengine - INFO - Epoch(train) [107][2600/5005] lr: 4.4889e-02 eta: 17:47:43 time: 0.1383 data_time: 0.0018 memory: 4390 loss: 3.4077 2022/12/07 08:14:31 - mmengine - INFO - Epoch(train) [107][2700/5005] lr: 4.4873e-02 eta: 17:47:30 time: 0.1383 data_time: 0.0019 memory: 4390 loss: 2.8034 2022/12/07 08:14:45 - mmengine - INFO - Epoch(train) [107][2800/5005] lr: 4.4857e-02 eta: 17:47:16 time: 0.1385 data_time: 0.0019 memory: 4390 loss: 3.4734 2022/12/07 08:14:59 - mmengine - INFO - Epoch(train) [107][2900/5005] lr: 4.4842e-02 eta: 17:47:03 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 3.2044 2022/12/07 08:15:13 - mmengine - INFO - Epoch(train) [107][3000/5005] lr: 4.4826e-02 eta: 17:46:49 time: 0.1382 data_time: 0.0018 memory: 4390 loss: 3.5593 2022/12/07 08:15:27 - mmengine - INFO - Epoch(train) [107][3100/5005] lr: 4.4811e-02 eta: 17:46:35 time: 0.1384 data_time: 0.0019 memory: 4390 loss: 2.9340 2022/12/07 08:15:41 - mmengine - INFO - Epoch(train) [107][3200/5005] lr: 4.4795e-02 eta: 17:46:22 time: 0.1378 data_time: 0.0018 memory: 4390 loss: 2.5504 2022/12/07 08:15:55 - mmengine - INFO - Epoch(train) [107][3300/5005] lr: 4.4779e-02 eta: 17:46:08 time: 0.1393 data_time: 0.0017 memory: 4390 loss: 3.4455 2022/12/07 08:16:09 - mmengine - INFO - Epoch(train) [107][3400/5005] lr: 4.4764e-02 eta: 17:45:55 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 3.5362 2022/12/07 08:16:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:16:23 - mmengine - INFO - Epoch(train) [107][3500/5005] lr: 4.4748e-02 eta: 17:45:41 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 3.2374 2022/12/07 08:16:37 - mmengine - INFO - Epoch(train) [107][3600/5005] lr: 4.4733e-02 eta: 17:45:28 time: 0.1384 data_time: 0.0019 memory: 4390 loss: 3.7411 2022/12/07 08:16:51 - mmengine - INFO - Epoch(train) [107][3700/5005] lr: 4.4717e-02 eta: 17:45:14 time: 0.1384 data_time: 0.0019 memory: 4390 loss: 3.1360 2022/12/07 08:17:05 - mmengine - INFO - Epoch(train) [107][3800/5005] lr: 4.4701e-02 eta: 17:45:01 time: 0.1377 data_time: 0.0019 memory: 4390 loss: 3.0137 2022/12/07 08:17:19 - mmengine - INFO - Epoch(train) [107][3900/5005] lr: 4.4686e-02 eta: 17:44:47 time: 0.1376 data_time: 0.0018 memory: 4390 loss: 3.0255 2022/12/07 08:17:32 - mmengine - INFO - Epoch(train) [107][4000/5005] lr: 4.4670e-02 eta: 17:44:33 time: 0.1372 data_time: 0.0018 memory: 4390 loss: 3.6596 2022/12/07 08:17:46 - mmengine - INFO - Epoch(train) [107][4100/5005] lr: 4.4655e-02 eta: 17:44:20 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 3.1878 2022/12/07 08:18:00 - mmengine - INFO - Epoch(train) [107][4200/5005] lr: 4.4639e-02 eta: 17:44:06 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.3608 2022/12/07 08:18:14 - mmengine - INFO - Epoch(train) [107][4300/5005] lr: 4.4623e-02 eta: 17:43:53 time: 0.1375 data_time: 0.0019 memory: 4390 loss: 3.4253 2022/12/07 08:18:28 - mmengine - INFO - Epoch(train) [107][4400/5005] lr: 4.4608e-02 eta: 17:43:39 time: 0.1376 data_time: 0.0021 memory: 4390 loss: 3.5471 2022/12/07 08:18:38 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:18:42 - mmengine - INFO - Epoch(train) [107][4500/5005] lr: 4.4592e-02 eta: 17:43:26 time: 0.1390 data_time: 0.0021 memory: 4390 loss: 3.1997 2022/12/07 08:18:56 - mmengine - INFO - Epoch(train) [107][4600/5005] lr: 4.4577e-02 eta: 17:43:12 time: 0.1384 data_time: 0.0021 memory: 4390 loss: 2.9248 2022/12/07 08:19:11 - mmengine - INFO - Epoch(train) [107][4700/5005] lr: 4.4561e-02 eta: 17:42:59 time: 0.1427 data_time: 0.0018 memory: 4390 loss: 2.4702 2022/12/07 08:19:25 - mmengine - INFO - Epoch(train) [107][4800/5005] lr: 4.4545e-02 eta: 17:42:46 time: 0.1407 data_time: 0.0019 memory: 4390 loss: 3.8263 2022/12/07 08:19:39 - mmengine - INFO - Epoch(train) [107][4900/5005] lr: 4.4530e-02 eta: 17:42:32 time: 0.1395 data_time: 0.0019 memory: 4390 loss: 2.7606 2022/12/07 08:19:53 - mmengine - INFO - Epoch(train) [107][5000/5005] lr: 4.4514e-02 eta: 17:42:19 time: 0.1400 data_time: 0.0027 memory: 4390 loss: 2.7324 2022/12/07 08:19:53 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:19:53 - mmengine - INFO - Saving checkpoint at 107 epochs 2022/12/07 08:20:03 - mmengine - INFO - Epoch(val) [107][100/196] eta: 0:00:07 time: 0.0765 data_time: 0.0412 memory: 4391 2022/12/07 08:20:22 - mmengine - INFO - Epoch(val) [107][196/196] accuracy/top1: 68.7120 accuracy/top5: 89.1340 2022/12/07 08:20:37 - mmengine - INFO - Epoch(train) [108][ 100/5005] lr: 4.4498e-02 eta: 17:42:05 time: 0.1379 data_time: 0.0018 memory: 4390 loss: 3.1011 2022/12/07 08:20:51 - mmengine - INFO - Epoch(train) [108][ 200/5005] lr: 4.4482e-02 eta: 17:41:51 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 3.0322 2022/12/07 08:21:05 - mmengine - INFO - Epoch(train) [108][ 300/5005] lr: 4.4467e-02 eta: 17:41:38 time: 0.1377 data_time: 0.0018 memory: 4390 loss: 3.2866 2022/12/07 08:21:19 - mmengine - INFO - Epoch(train) [108][ 400/5005] lr: 4.4451e-02 eta: 17:41:24 time: 0.1389 data_time: 0.0018 memory: 4390 loss: 3.3168 2022/12/07 08:21:28 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:21:33 - mmengine - INFO - Epoch(train) [108][ 500/5005] lr: 4.4435e-02 eta: 17:41:11 time: 0.1385 data_time: 0.0017 memory: 4390 loss: 3.0882 2022/12/07 08:21:47 - mmengine - INFO - Epoch(train) [108][ 600/5005] lr: 4.4420e-02 eta: 17:40:57 time: 0.1384 data_time: 0.0016 memory: 4390 loss: 3.2680 2022/12/07 08:22:01 - mmengine - INFO - Epoch(train) [108][ 700/5005] lr: 4.4404e-02 eta: 17:40:44 time: 0.1392 data_time: 0.0017 memory: 4390 loss: 2.8572 2022/12/07 08:22:15 - mmengine - INFO - Epoch(train) [108][ 800/5005] lr: 4.4389e-02 eta: 17:40:30 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 2.9625 2022/12/07 08:22:29 - mmengine - INFO - Epoch(train) [108][ 900/5005] lr: 4.4373e-02 eta: 17:40:17 time: 0.1449 data_time: 0.0017 memory: 4390 loss: 3.4176 2022/12/07 08:22:43 - mmengine - INFO - Epoch(train) [108][1000/5005] lr: 4.4357e-02 eta: 17:40:03 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 3.3099 2022/12/07 08:22:57 - mmengine - INFO - Epoch(train) [108][1100/5005] lr: 4.4342e-02 eta: 17:39:50 time: 0.1389 data_time: 0.0023 memory: 4390 loss: 3.2775 2022/12/07 08:23:11 - mmengine - INFO - Epoch(train) [108][1200/5005] lr: 4.4326e-02 eta: 17:39:36 time: 0.1386 data_time: 0.0023 memory: 4390 loss: 3.5765 2022/12/07 08:23:25 - mmengine - INFO - Epoch(train) [108][1300/5005] lr: 4.4311e-02 eta: 17:39:23 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 3.1956 2022/12/07 08:23:39 - mmengine - INFO - Epoch(train) [108][1400/5005] lr: 4.4295e-02 eta: 17:39:09 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 3.3913 2022/12/07 08:23:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:23:53 - mmengine - INFO - Epoch(train) [108][1500/5005] lr: 4.4280e-02 eta: 17:38:55 time: 0.1384 data_time: 0.0017 memory: 4390 loss: 3.0813 2022/12/07 08:24:06 - mmengine - INFO - Epoch(train) [108][1600/5005] lr: 4.4264e-02 eta: 17:38:42 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 2.8976 2022/12/07 08:24:20 - mmengine - INFO - Epoch(train) [108][1700/5005] lr: 4.4248e-02 eta: 17:38:28 time: 0.1379 data_time: 0.0019 memory: 4390 loss: 3.2320 2022/12/07 08:24:34 - mmengine - INFO - Epoch(train) [108][1800/5005] lr: 4.4233e-02 eta: 17:38:15 time: 0.1374 data_time: 0.0019 memory: 4390 loss: 3.0550 2022/12/07 08:24:48 - mmengine - INFO - Epoch(train) [108][1900/5005] lr: 4.4217e-02 eta: 17:38:01 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.4867 2022/12/07 08:25:02 - mmengine - INFO - Epoch(train) [108][2000/5005] lr: 4.4202e-02 eta: 17:37:48 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 3.1150 2022/12/07 08:25:16 - mmengine - INFO - Epoch(train) [108][2100/5005] lr: 4.4186e-02 eta: 17:37:34 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 3.3869 2022/12/07 08:25:30 - mmengine - INFO - Epoch(train) [108][2200/5005] lr: 4.4170e-02 eta: 17:37:21 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 3.3335 2022/12/07 08:25:44 - mmengine - INFO - Epoch(train) [108][2300/5005] lr: 4.4155e-02 eta: 17:37:07 time: 0.1405 data_time: 0.0019 memory: 4390 loss: 3.2581 2022/12/07 08:25:58 - mmengine - INFO - Epoch(train) [108][2400/5005] lr: 4.4139e-02 eta: 17:36:54 time: 0.1389 data_time: 0.0017 memory: 4390 loss: 3.0137 2022/12/07 08:26:07 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:26:12 - mmengine - INFO - Epoch(train) [108][2500/5005] lr: 4.4124e-02 eta: 17:36:40 time: 0.1387 data_time: 0.0017 memory: 4390 loss: 3.0897 2022/12/07 08:26:26 - mmengine - INFO - Epoch(train) [108][2600/5005] lr: 4.4108e-02 eta: 17:36:27 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 2.8041 2022/12/07 08:26:40 - mmengine - INFO - Epoch(train) [108][2700/5005] lr: 4.4093e-02 eta: 17:36:13 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.2137 2022/12/07 08:26:54 - mmengine - INFO - Epoch(train) [108][2800/5005] lr: 4.4077e-02 eta: 17:36:00 time: 0.1396 data_time: 0.0017 memory: 4390 loss: 3.3621 2022/12/07 08:27:08 - mmengine - INFO - Epoch(train) [108][2900/5005] lr: 4.4061e-02 eta: 17:35:46 time: 0.1390 data_time: 0.0018 memory: 4390 loss: 3.4524 2022/12/07 08:27:22 - mmengine - INFO - Epoch(train) [108][3000/5005] lr: 4.4046e-02 eta: 17:35:33 time: 0.1385 data_time: 0.0017 memory: 4390 loss: 2.9912 2022/12/07 08:27:36 - mmengine - INFO - Epoch(train) [108][3100/5005] lr: 4.4030e-02 eta: 17:35:19 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 2.9691 2022/12/07 08:27:50 - mmengine - INFO - Epoch(train) [108][3200/5005] lr: 4.4015e-02 eta: 17:35:05 time: 0.1380 data_time: 0.0018 memory: 4390 loss: 3.2775 2022/12/07 08:28:04 - mmengine - INFO - Epoch(train) [108][3300/5005] lr: 4.3999e-02 eta: 17:34:52 time: 0.1440 data_time: 0.0018 memory: 4390 loss: 3.2033 2022/12/07 08:28:18 - mmengine - INFO - Epoch(train) [108][3400/5005] lr: 4.3983e-02 eta: 17:34:38 time: 0.1380 data_time: 0.0018 memory: 4390 loss: 3.5379 2022/12/07 08:28:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:28:32 - mmengine - INFO - Epoch(train) [108][3500/5005] lr: 4.3968e-02 eta: 17:34:25 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.2146 2022/12/07 08:28:46 - mmengine - INFO - Epoch(train) [108][3600/5005] lr: 4.3952e-02 eta: 17:34:11 time: 0.1380 data_time: 0.0018 memory: 4390 loss: 2.9423 2022/12/07 08:28:59 - mmengine - INFO - Epoch(train) [108][3700/5005] lr: 4.3937e-02 eta: 17:33:58 time: 0.1382 data_time: 0.0019 memory: 4390 loss: 3.0055 2022/12/07 08:29:13 - mmengine - INFO - Epoch(train) [108][3800/5005] lr: 4.3921e-02 eta: 17:33:44 time: 0.1380 data_time: 0.0018 memory: 4390 loss: 3.3417 2022/12/07 08:29:27 - mmengine - INFO - Epoch(train) [108][3900/5005] lr: 4.3906e-02 eta: 17:33:31 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 3.0952 2022/12/07 08:29:41 - mmengine - INFO - Epoch(train) [108][4000/5005] lr: 4.3890e-02 eta: 17:33:17 time: 0.1388 data_time: 0.0017 memory: 4390 loss: 3.3199 2022/12/07 08:29:55 - mmengine - INFO - Epoch(train) [108][4100/5005] lr: 4.3874e-02 eta: 17:33:03 time: 0.1417 data_time: 0.0018 memory: 4390 loss: 3.2745 2022/12/07 08:30:09 - mmengine - INFO - Epoch(train) [108][4200/5005] lr: 4.3859e-02 eta: 17:32:50 time: 0.1383 data_time: 0.0018 memory: 4390 loss: 3.8010 2022/12/07 08:30:23 - mmengine - INFO - Epoch(train) [108][4300/5005] lr: 4.3843e-02 eta: 17:32:36 time: 0.1387 data_time: 0.0017 memory: 4390 loss: 3.1728 2022/12/07 08:30:37 - mmengine - INFO - Epoch(train) [108][4400/5005] lr: 4.3828e-02 eta: 17:32:23 time: 0.1380 data_time: 0.0020 memory: 4390 loss: 3.4261 2022/12/07 08:30:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:30:51 - mmengine - INFO - Epoch(train) [108][4500/5005] lr: 4.3812e-02 eta: 17:32:09 time: 0.1377 data_time: 0.0017 memory: 4390 loss: 3.1613 2022/12/07 08:31:05 - mmengine - INFO - Epoch(train) [108][4600/5005] lr: 4.3797e-02 eta: 17:31:56 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.5916 2022/12/07 08:31:19 - mmengine - INFO - Epoch(train) [108][4700/5005] lr: 4.3781e-02 eta: 17:31:42 time: 0.1386 data_time: 0.0018 memory: 4390 loss: 3.0708 2022/12/07 08:31:33 - mmengine - INFO - Epoch(train) [108][4800/5005] lr: 4.3765e-02 eta: 17:31:28 time: 0.1381 data_time: 0.0019 memory: 4390 loss: 3.3224 2022/12/07 08:31:47 - mmengine - INFO - Epoch(train) [108][4900/5005] lr: 4.3750e-02 eta: 17:31:15 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 3.0715 2022/12/07 08:32:01 - mmengine - INFO - Epoch(train) [108][5000/5005] lr: 4.3734e-02 eta: 17:31:01 time: 0.1390 data_time: 0.0031 memory: 4390 loss: 3.1870 2022/12/07 08:32:01 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:32:01 - mmengine - INFO - Saving checkpoint at 108 epochs 2022/12/07 08:32:12 - mmengine - INFO - Epoch(val) [108][100/196] eta: 0:00:07 time: 0.0728 data_time: 0.0411 memory: 4390 2022/12/07 08:32:31 - mmengine - INFO - Epoch(val) [108][196/196] accuracy/top1: 68.7480 accuracy/top5: 89.2800 2022/12/07 08:32:45 - mmengine - INFO - Epoch(train) [109][ 100/5005] lr: 4.3718e-02 eta: 17:30:48 time: 0.1374 data_time: 0.0017 memory: 4390 loss: 2.9315 2022/12/07 08:32:59 - mmengine - INFO - Epoch(train) [109][ 200/5005] lr: 4.3702e-02 eta: 17:30:34 time: 0.1376 data_time: 0.0024 memory: 4390 loss: 3.0450 2022/12/07 08:33:13 - mmengine - INFO - Epoch(train) [109][ 300/5005] lr: 4.3687e-02 eta: 17:30:20 time: 0.1376 data_time: 0.0024 memory: 4390 loss: 2.6209 2022/12/07 08:33:27 - mmengine - INFO - Epoch(train) [109][ 400/5005] lr: 4.3671e-02 eta: 17:30:07 time: 0.1374 data_time: 0.0023 memory: 4390 loss: 2.7586 2022/12/07 08:33:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:33:41 - mmengine - INFO - Epoch(train) [109][ 500/5005] lr: 4.3656e-02 eta: 17:29:53 time: 0.1394 data_time: 0.0020 memory: 4390 loss: 2.9331 2022/12/07 08:33:55 - mmengine - INFO - Epoch(train) [109][ 600/5005] lr: 4.3640e-02 eta: 17:29:40 time: 0.1392 data_time: 0.0018 memory: 4390 loss: 3.0009 2022/12/07 08:34:09 - mmengine - INFO - Epoch(train) [109][ 700/5005] lr: 4.3625e-02 eta: 17:29:26 time: 0.1430 data_time: 0.0017 memory: 4390 loss: 3.1698 2022/12/07 08:34:23 - mmengine - INFO - Epoch(train) [109][ 800/5005] lr: 4.3609e-02 eta: 17:29:13 time: 0.1406 data_time: 0.0018 memory: 4390 loss: 3.1157 2022/12/07 08:34:37 - mmengine - INFO - Epoch(train) [109][ 900/5005] lr: 4.3593e-02 eta: 17:28:59 time: 0.1373 data_time: 0.0023 memory: 4390 loss: 3.0171 2022/12/07 08:34:51 - mmengine - INFO - Epoch(train) [109][1000/5005] lr: 4.3578e-02 eta: 17:28:46 time: 0.1371 data_time: 0.0022 memory: 4390 loss: 2.8256 2022/12/07 08:35:05 - mmengine - INFO - Epoch(train) [109][1100/5005] lr: 4.3562e-02 eta: 17:28:32 time: 0.1371 data_time: 0.0022 memory: 4390 loss: 2.8028 2022/12/07 08:35:19 - mmengine - INFO - Epoch(train) [109][1200/5005] lr: 4.3547e-02 eta: 17:28:19 time: 0.1376 data_time: 0.0022 memory: 4390 loss: 3.0766 2022/12/07 08:35:33 - mmengine - INFO - Epoch(train) [109][1300/5005] lr: 4.3531e-02 eta: 17:28:05 time: 0.1376 data_time: 0.0023 memory: 4390 loss: 3.1772 2022/12/07 08:35:47 - mmengine - INFO - Epoch(train) [109][1400/5005] lr: 4.3516e-02 eta: 17:27:51 time: 0.1388 data_time: 0.0022 memory: 4390 loss: 3.1992 2022/12/07 08:35:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:36:01 - mmengine - INFO - Epoch(train) [109][1500/5005] lr: 4.3500e-02 eta: 17:27:38 time: 0.1374 data_time: 0.0021 memory: 4390 loss: 3.2731 2022/12/07 08:36:15 - mmengine - INFO - Epoch(train) [109][1600/5005] lr: 4.3484e-02 eta: 17:27:24 time: 0.1386 data_time: 0.0023 memory: 4390 loss: 3.1382 2022/12/07 08:36:28 - mmengine - INFO - Epoch(train) [109][1700/5005] lr: 4.3469e-02 eta: 17:27:11 time: 0.1391 data_time: 0.0025 memory: 4390 loss: 3.3692 2022/12/07 08:36:42 - mmengine - INFO - Epoch(train) [109][1800/5005] lr: 4.3453e-02 eta: 17:26:57 time: 0.1387 data_time: 0.0023 memory: 4390 loss: 3.1615 2022/12/07 08:36:57 - mmengine - INFO - Epoch(train) [109][1900/5005] lr: 4.3438e-02 eta: 17:26:44 time: 0.1373 data_time: 0.0022 memory: 4390 loss: 3.7977 2022/12/07 08:37:11 - mmengine - INFO - Epoch(train) [109][2000/5005] lr: 4.3422e-02 eta: 17:26:30 time: 0.1376 data_time: 0.0022 memory: 4390 loss: 3.1247 2022/12/07 08:37:24 - mmengine - INFO - Epoch(train) [109][2100/5005] lr: 4.3407e-02 eta: 17:26:16 time: 0.1371 data_time: 0.0022 memory: 4390 loss: 3.2878 2022/12/07 08:37:38 - mmengine - INFO - Epoch(train) [109][2200/5005] lr: 4.3391e-02 eta: 17:26:03 time: 0.1384 data_time: 0.0024 memory: 4390 loss: 3.7189 2022/12/07 08:37:52 - mmengine - INFO - Epoch(train) [109][2300/5005] lr: 4.3376e-02 eta: 17:25:49 time: 0.1377 data_time: 0.0023 memory: 4390 loss: 3.0547 2022/12/07 08:38:06 - mmengine - INFO - Epoch(train) [109][2400/5005] lr: 4.3360e-02 eta: 17:25:36 time: 0.1380 data_time: 0.0023 memory: 4390 loss: 3.1720 2022/12/07 08:38:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:38:20 - mmengine - INFO - Epoch(train) [109][2500/5005] lr: 4.3344e-02 eta: 17:25:22 time: 0.1379 data_time: 0.0023 memory: 4390 loss: 2.9949 2022/12/07 08:38:34 - mmengine - INFO - Epoch(train) [109][2600/5005] lr: 4.3329e-02 eta: 17:25:09 time: 0.1389 data_time: 0.0024 memory: 4390 loss: 3.4585 2022/12/07 08:38:48 - mmengine - INFO - Epoch(train) [109][2700/5005] lr: 4.3313e-02 eta: 17:24:55 time: 0.1376 data_time: 0.0023 memory: 4390 loss: 3.0675 2022/12/07 08:39:02 - mmengine - INFO - Epoch(train) [109][2800/5005] lr: 4.3298e-02 eta: 17:24:42 time: 0.1391 data_time: 0.0025 memory: 4390 loss: 2.6416 2022/12/07 08:39:16 - mmengine - INFO - Epoch(train) [109][2900/5005] lr: 4.3282e-02 eta: 17:24:28 time: 0.1385 data_time: 0.0028 memory: 4390 loss: 2.9164 2022/12/07 08:39:31 - mmengine - INFO - Epoch(train) [109][3000/5005] lr: 4.3267e-02 eta: 17:24:15 time: 0.1389 data_time: 0.0029 memory: 4390 loss: 3.5334 2022/12/07 08:39:45 - mmengine - INFO - Epoch(train) [109][3100/5005] lr: 4.3251e-02 eta: 17:24:01 time: 0.1390 data_time: 0.0026 memory: 4390 loss: 3.5277 2022/12/07 08:39:59 - mmengine - INFO - Epoch(train) [109][3200/5005] lr: 4.3236e-02 eta: 17:23:48 time: 0.1387 data_time: 0.0023 memory: 4390 loss: 3.2665 2022/12/07 08:40:13 - mmengine - INFO - Epoch(train) [109][3300/5005] lr: 4.3220e-02 eta: 17:23:34 time: 0.1389 data_time: 0.0029 memory: 4390 loss: 2.9762 2022/12/07 08:40:27 - mmengine - INFO - Epoch(train) [109][3400/5005] lr: 4.3205e-02 eta: 17:23:21 time: 0.1374 data_time: 0.0023 memory: 4390 loss: 3.8705 2022/12/07 08:40:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:40:41 - mmengine - INFO - Epoch(train) [109][3500/5005] lr: 4.3189e-02 eta: 17:23:07 time: 0.1382 data_time: 0.0023 memory: 4390 loss: 3.2227 2022/12/07 08:40:55 - mmengine - INFO - Epoch(train) [109][3600/5005] lr: 4.3173e-02 eta: 17:22:53 time: 0.1374 data_time: 0.0024 memory: 4390 loss: 3.3121 2022/12/07 08:41:08 - mmengine - INFO - Epoch(train) [109][3700/5005] lr: 4.3158e-02 eta: 17:22:40 time: 0.1378 data_time: 0.0022 memory: 4390 loss: 2.9484 2022/12/07 08:41:22 - mmengine - INFO - Epoch(train) [109][3800/5005] lr: 4.3142e-02 eta: 17:22:26 time: 0.1385 data_time: 0.0027 memory: 4390 loss: 3.5606 2022/12/07 08:41:36 - mmengine - INFO - Epoch(train) [109][3900/5005] lr: 4.3127e-02 eta: 17:22:13 time: 0.1385 data_time: 0.0029 memory: 4390 loss: 2.8500 2022/12/07 08:41:51 - mmengine - INFO - Epoch(train) [109][4000/5005] lr: 4.3111e-02 eta: 17:21:59 time: 0.1387 data_time: 0.0027 memory: 4390 loss: 2.9896 2022/12/07 08:42:05 - mmengine - INFO - Epoch(train) [109][4100/5005] lr: 4.3096e-02 eta: 17:21:46 time: 0.1385 data_time: 0.0029 memory: 4390 loss: 3.3810 2022/12/07 08:42:19 - mmengine - INFO - Epoch(train) [109][4200/5005] lr: 4.3080e-02 eta: 17:21:32 time: 0.1426 data_time: 0.0028 memory: 4390 loss: 3.0679 2022/12/07 08:42:33 - mmengine - INFO - Epoch(train) [109][4300/5005] lr: 4.3065e-02 eta: 17:21:19 time: 0.1385 data_time: 0.0027 memory: 4390 loss: 3.1770 2022/12/07 08:42:47 - mmengine - INFO - Epoch(train) [109][4400/5005] lr: 4.3049e-02 eta: 17:21:05 time: 0.1394 data_time: 0.0028 memory: 4390 loss: 3.4660 2022/12/07 08:42:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:43:01 - mmengine - INFO - Epoch(train) [109][4500/5005] lr: 4.3034e-02 eta: 17:20:51 time: 0.1386 data_time: 0.0027 memory: 4390 loss: 3.3084 2022/12/07 08:43:15 - mmengine - INFO - Epoch(train) [109][4600/5005] lr: 4.3018e-02 eta: 17:20:38 time: 0.1393 data_time: 0.0028 memory: 4390 loss: 3.1100 2022/12/07 08:43:29 - mmengine - INFO - Epoch(train) [109][4700/5005] lr: 4.3002e-02 eta: 17:20:24 time: 0.1382 data_time: 0.0027 memory: 4390 loss: 3.6183 2022/12/07 08:43:43 - mmengine - INFO - Epoch(train) [109][4800/5005] lr: 4.2987e-02 eta: 17:20:11 time: 0.1395 data_time: 0.0026 memory: 4390 loss: 3.0680 2022/12/07 08:43:57 - mmengine - INFO - Epoch(train) [109][4900/5005] lr: 4.2971e-02 eta: 17:19:57 time: 0.1387 data_time: 0.0028 memory: 4390 loss: 3.2286 2022/12/07 08:44:11 - mmengine - INFO - Epoch(train) [109][5000/5005] lr: 4.2956e-02 eta: 17:19:44 time: 0.1396 data_time: 0.0035 memory: 4390 loss: 3.5477 2022/12/07 08:44:12 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:44:12 - mmengine - INFO - Saving checkpoint at 109 epochs 2022/12/07 08:44:22 - mmengine - INFO - Epoch(val) [109][100/196] eta: 0:00:07 time: 0.0760 data_time: 0.0451 memory: 4390 2022/12/07 08:44:41 - mmengine - INFO - Epoch(val) [109][196/196] accuracy/top1: 68.3700 accuracy/top5: 89.1480 2022/12/07 08:44:56 - mmengine - INFO - Epoch(train) [110][ 100/5005] lr: 4.2940e-02 eta: 17:19:30 time: 0.1380 data_time: 0.0016 memory: 4391 loss: 3.2988 2022/12/07 08:45:09 - mmengine - INFO - Epoch(train) [110][ 200/5005] lr: 4.2924e-02 eta: 17:19:17 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 3.1593 2022/12/07 08:45:23 - mmengine - INFO - Epoch(train) [110][ 300/5005] lr: 4.2908e-02 eta: 17:19:03 time: 0.1387 data_time: 0.0017 memory: 4390 loss: 2.7315 2022/12/07 08:45:37 - mmengine - INFO - Epoch(train) [110][ 400/5005] lr: 4.2893e-02 eta: 17:18:50 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 2.9360 2022/12/07 08:45:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:45:51 - mmengine - INFO - Epoch(train) [110][ 500/5005] lr: 4.2877e-02 eta: 17:18:36 time: 0.1384 data_time: 0.0019 memory: 4390 loss: 3.1451 2022/12/07 08:46:05 - mmengine - INFO - Epoch(train) [110][ 600/5005] lr: 4.2862e-02 eta: 17:18:23 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 3.6885 2022/12/07 08:46:19 - mmengine - INFO - Epoch(train) [110][ 700/5005] lr: 4.2846e-02 eta: 17:18:09 time: 0.1383 data_time: 0.0016 memory: 4390 loss: 2.9432 2022/12/07 08:46:33 - mmengine - INFO - Epoch(train) [110][ 800/5005] lr: 4.2831e-02 eta: 17:17:55 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 3.0654 2022/12/07 08:46:47 - mmengine - INFO - Epoch(train) [110][ 900/5005] lr: 4.2815e-02 eta: 17:17:42 time: 0.1380 data_time: 0.0020 memory: 4390 loss: 3.0470 2022/12/07 08:47:01 - mmengine - INFO - Epoch(train) [110][1000/5005] lr: 4.2800e-02 eta: 17:17:28 time: 0.1390 data_time: 0.0017 memory: 4390 loss: 3.5976 2022/12/07 08:47:15 - mmengine - INFO - Epoch(train) [110][1100/5005] lr: 4.2784e-02 eta: 17:17:15 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.4600 2022/12/07 08:47:29 - mmengine - INFO - Epoch(train) [110][1200/5005] lr: 4.2769e-02 eta: 17:17:01 time: 0.1380 data_time: 0.0019 memory: 4390 loss: 2.8706 2022/12/07 08:47:43 - mmengine - INFO - Epoch(train) [110][1300/5005] lr: 4.2753e-02 eta: 17:16:48 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.3641 2022/12/07 08:47:57 - mmengine - INFO - Epoch(train) [110][1400/5005] lr: 4.2738e-02 eta: 17:16:34 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.5828 2022/12/07 08:48:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:48:11 - mmengine - INFO - Epoch(train) [110][1500/5005] lr: 4.2722e-02 eta: 17:16:20 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.1825 2022/12/07 08:48:25 - mmengine - INFO - Epoch(train) [110][1600/5005] lr: 4.2707e-02 eta: 17:16:07 time: 0.1377 data_time: 0.0017 memory: 4390 loss: 3.1706 2022/12/07 08:48:39 - mmengine - INFO - Epoch(train) [110][1700/5005] lr: 4.2691e-02 eta: 17:15:53 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.3150 2022/12/07 08:48:52 - mmengine - INFO - Epoch(train) [110][1800/5005] lr: 4.2676e-02 eta: 17:15:40 time: 0.1383 data_time: 0.0018 memory: 4390 loss: 3.1285 2022/12/07 08:49:06 - mmengine - INFO - Epoch(train) [110][1900/5005] lr: 4.2660e-02 eta: 17:15:26 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 2.7349 2022/12/07 08:49:20 - mmengine - INFO - Epoch(train) [110][2000/5005] lr: 4.2645e-02 eta: 17:15:13 time: 0.1395 data_time: 0.0017 memory: 4390 loss: 3.2200 2022/12/07 08:49:34 - mmengine - INFO - Epoch(train) [110][2100/5005] lr: 4.2629e-02 eta: 17:14:59 time: 0.1425 data_time: 0.0017 memory: 4390 loss: 3.1485 2022/12/07 08:49:48 - mmengine - INFO - Epoch(train) [110][2200/5005] lr: 4.2613e-02 eta: 17:14:45 time: 0.1378 data_time: 0.0018 memory: 4390 loss: 3.0696 2022/12/07 08:50:02 - mmengine - INFO - Epoch(train) [110][2300/5005] lr: 4.2598e-02 eta: 17:14:32 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 3.1414 2022/12/07 08:50:16 - mmengine - INFO - Epoch(train) [110][2400/5005] lr: 4.2582e-02 eta: 17:14:18 time: 0.1444 data_time: 0.0023 memory: 4390 loss: 3.0315 2022/12/07 08:50:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:50:30 - mmengine - INFO - Epoch(train) [110][2500/5005] lr: 4.2567e-02 eta: 17:14:05 time: 0.1378 data_time: 0.0023 memory: 4390 loss: 3.2395 2022/12/07 08:50:44 - mmengine - INFO - Epoch(train) [110][2600/5005] lr: 4.2551e-02 eta: 17:13:51 time: 0.1376 data_time: 0.0022 memory: 4390 loss: 3.6387 2022/12/07 08:50:58 - mmengine - INFO - Epoch(train) [110][2700/5005] lr: 4.2536e-02 eta: 17:13:38 time: 0.1377 data_time: 0.0022 memory: 4390 loss: 2.7214 2022/12/07 08:51:12 - mmengine - INFO - Epoch(train) [110][2800/5005] lr: 4.2520e-02 eta: 17:13:24 time: 0.1376 data_time: 0.0024 memory: 4390 loss: 3.3720 2022/12/07 08:51:26 - mmengine - INFO - Epoch(train) [110][2900/5005] lr: 4.2505e-02 eta: 17:13:10 time: 0.1380 data_time: 0.0023 memory: 4390 loss: 3.1733 2022/12/07 08:51:40 - mmengine - INFO - Epoch(train) [110][3000/5005] lr: 4.2489e-02 eta: 17:12:57 time: 0.1383 data_time: 0.0023 memory: 4390 loss: 2.7911 2022/12/07 08:51:54 - mmengine - INFO - Epoch(train) [110][3100/5005] lr: 4.2474e-02 eta: 17:12:43 time: 0.1378 data_time: 0.0023 memory: 4390 loss: 3.0465 2022/12/07 08:52:08 - mmengine - INFO - Epoch(train) [110][3200/5005] lr: 4.2458e-02 eta: 17:12:30 time: 0.1383 data_time: 0.0026 memory: 4390 loss: 3.3801 2022/12/07 08:52:22 - mmengine - INFO - Epoch(train) [110][3300/5005] lr: 4.2443e-02 eta: 17:12:16 time: 0.1405 data_time: 0.0027 memory: 4390 loss: 3.3872 2022/12/07 08:52:36 - mmengine - INFO - Epoch(train) [110][3400/5005] lr: 4.2427e-02 eta: 17:12:03 time: 0.1376 data_time: 0.0023 memory: 4390 loss: 2.8429 2022/12/07 08:52:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:52:50 - mmengine - INFO - Epoch(train) [110][3500/5005] lr: 4.2412e-02 eta: 17:11:49 time: 0.1378 data_time: 0.0023 memory: 4390 loss: 3.3132 2022/12/07 08:53:04 - mmengine - INFO - Epoch(train) [110][3600/5005] lr: 4.2396e-02 eta: 17:11:35 time: 0.1373 data_time: 0.0022 memory: 4390 loss: 3.0104 2022/12/07 08:53:18 - mmengine - INFO - Epoch(train) [110][3700/5005] lr: 4.2381e-02 eta: 17:11:22 time: 0.1378 data_time: 0.0024 memory: 4390 loss: 3.2661 2022/12/07 08:53:32 - mmengine - INFO - Epoch(train) [110][3800/5005] lr: 4.2365e-02 eta: 17:11:08 time: 0.1372 data_time: 0.0023 memory: 4390 loss: 2.9168 2022/12/07 08:53:46 - mmengine - INFO - Epoch(train) [110][3900/5005] lr: 4.2350e-02 eta: 17:10:55 time: 0.1375 data_time: 0.0023 memory: 4390 loss: 3.2076 2022/12/07 08:53:59 - mmengine - INFO - Epoch(train) [110][4000/5005] lr: 4.2334e-02 eta: 17:10:41 time: 0.1373 data_time: 0.0022 memory: 4390 loss: 3.4086 2022/12/07 08:54:13 - mmengine - INFO - Epoch(train) [110][4100/5005] lr: 4.2319e-02 eta: 17:10:27 time: 0.1407 data_time: 0.0026 memory: 4390 loss: 3.4475 2022/12/07 08:54:28 - mmengine - INFO - Epoch(train) [110][4200/5005] lr: 4.2303e-02 eta: 17:10:14 time: 0.1372 data_time: 0.0019 memory: 4390 loss: 3.1455 2022/12/07 08:54:41 - mmengine - INFO - Epoch(train) [110][4300/5005] lr: 4.2288e-02 eta: 17:10:00 time: 0.1376 data_time: 0.0026 memory: 4390 loss: 3.4947 2022/12/07 08:54:55 - mmengine - INFO - Epoch(train) [110][4400/5005] lr: 4.2272e-02 eta: 17:09:47 time: 0.1478 data_time: 0.0023 memory: 4390 loss: 3.1053 2022/12/07 08:55:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:55:09 - mmengine - INFO - Epoch(train) [110][4500/5005] lr: 4.2257e-02 eta: 17:09:33 time: 0.1377 data_time: 0.0023 memory: 4390 loss: 3.1901 2022/12/07 08:55:23 - mmengine - INFO - Epoch(train) [110][4600/5005] lr: 4.2241e-02 eta: 17:09:20 time: 0.1376 data_time: 0.0024 memory: 4390 loss: 3.3226 2022/12/07 08:55:37 - mmengine - INFO - Epoch(train) [110][4700/5005] lr: 4.2226e-02 eta: 17:09:06 time: 0.1377 data_time: 0.0024 memory: 4390 loss: 3.3691 2022/12/07 08:55:51 - mmengine - INFO - Epoch(train) [110][4800/5005] lr: 4.2210e-02 eta: 17:08:52 time: 0.1444 data_time: 0.0024 memory: 4390 loss: 2.7920 2022/12/07 08:56:05 - mmengine - INFO - Epoch(train) [110][4900/5005] lr: 4.2195e-02 eta: 17:08:39 time: 0.1382 data_time: 0.0023 memory: 4390 loss: 3.0236 2022/12/07 08:56:19 - mmengine - INFO - Epoch(train) [110][5000/5005] lr: 4.2179e-02 eta: 17:08:25 time: 0.1384 data_time: 0.0031 memory: 4390 loss: 2.9540 2022/12/07 08:56:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:56:20 - mmengine - INFO - Saving checkpoint at 110 epochs 2022/12/07 08:56:30 - mmengine - INFO - Epoch(val) [110][100/196] eta: 0:00:07 time: 0.0718 data_time: 0.0384 memory: 4390 2022/12/07 08:56:49 - mmengine - INFO - Epoch(val) [110][196/196] accuracy/top1: 69.1300 accuracy/top5: 89.4880 2022/12/07 08:57:03 - mmengine - INFO - Epoch(train) [111][ 100/5005] lr: 4.2163e-02 eta: 17:08:11 time: 0.1376 data_time: 0.0023 memory: 4390 loss: 3.0959 2022/12/07 08:57:18 - mmengine - INFO - Epoch(train) [111][ 200/5005] lr: 4.2147e-02 eta: 17:07:58 time: 0.1390 data_time: 0.0019 memory: 4390 loss: 3.1768 2022/12/07 08:57:32 - mmengine - INFO - Epoch(train) [111][ 300/5005] lr: 4.2132e-02 eta: 17:07:45 time: 0.1391 data_time: 0.0019 memory: 4390 loss: 2.9806 2022/12/07 08:57:46 - mmengine - INFO - Epoch(train) [111][ 400/5005] lr: 4.2116e-02 eta: 17:07:31 time: 0.1373 data_time: 0.0018 memory: 4390 loss: 3.1512 2022/12/07 08:57:52 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 08:57:59 - mmengine - INFO - Epoch(train) [111][ 500/5005] lr: 4.2101e-02 eta: 17:07:17 time: 0.1381 data_time: 0.0020 memory: 4390 loss: 3.1825 2022/12/07 08:58:13 - mmengine - INFO - Epoch(train) [111][ 600/5005] lr: 4.2085e-02 eta: 17:07:04 time: 0.1370 data_time: 0.0018 memory: 4390 loss: 2.8555 2022/12/07 08:58:27 - mmengine - INFO - Epoch(train) [111][ 700/5005] lr: 4.2070e-02 eta: 17:06:50 time: 0.1392 data_time: 0.0020 memory: 4390 loss: 3.2140 2022/12/07 08:58:41 - mmengine - INFO - Epoch(train) [111][ 800/5005] lr: 4.2054e-02 eta: 17:06:37 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 2.9803 2022/12/07 08:58:55 - mmengine - INFO - Epoch(train) [111][ 900/5005] lr: 4.2039e-02 eta: 17:06:23 time: 0.1392 data_time: 0.0019 memory: 4390 loss: 3.7958 2022/12/07 08:59:09 - mmengine - INFO - Epoch(train) [111][1000/5005] lr: 4.2023e-02 eta: 17:06:10 time: 0.1379 data_time: 0.0019 memory: 4390 loss: 3.3443 2022/12/07 08:59:23 - mmengine - INFO - Epoch(train) [111][1100/5005] lr: 4.2008e-02 eta: 17:05:56 time: 0.1368 data_time: 0.0019 memory: 4390 loss: 3.1730 2022/12/07 08:59:37 - mmengine - INFO - Epoch(train) [111][1200/5005] lr: 4.1992e-02 eta: 17:05:42 time: 0.1373 data_time: 0.0019 memory: 4390 loss: 2.7300 2022/12/07 08:59:51 - mmengine - INFO - Epoch(train) [111][1300/5005] lr: 4.1977e-02 eta: 17:05:29 time: 0.1401 data_time: 0.0019 memory: 4390 loss: 3.0131 2022/12/07 09:00:05 - mmengine - INFO - Epoch(train) [111][1400/5005] lr: 4.1962e-02 eta: 17:05:15 time: 0.1382 data_time: 0.0018 memory: 4390 loss: 3.1577 2022/12/07 09:00:12 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:00:19 - mmengine - INFO - Epoch(train) [111][1500/5005] lr: 4.1946e-02 eta: 17:05:02 time: 0.1382 data_time: 0.0019 memory: 4390 loss: 3.1301 2022/12/07 09:00:33 - mmengine - INFO - Epoch(train) [111][1600/5005] lr: 4.1931e-02 eta: 17:04:48 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 2.8657 2022/12/07 09:00:47 - mmengine - INFO - Epoch(train) [111][1700/5005] lr: 4.1915e-02 eta: 17:04:34 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 3.5283 2022/12/07 09:01:01 - mmengine - INFO - Epoch(train) [111][1800/5005] lr: 4.1900e-02 eta: 17:04:21 time: 0.1389 data_time: 0.0018 memory: 4390 loss: 3.6055 2022/12/07 09:01:15 - mmengine - INFO - Epoch(train) [111][1900/5005] lr: 4.1884e-02 eta: 17:04:07 time: 0.1380 data_time: 0.0019 memory: 4390 loss: 3.3484 2022/12/07 09:01:29 - mmengine - INFO - Epoch(train) [111][2000/5005] lr: 4.1869e-02 eta: 17:03:54 time: 0.1427 data_time: 0.0022 memory: 4390 loss: 2.7109 2022/12/07 09:01:43 - mmengine - INFO - Epoch(train) [111][2100/5005] lr: 4.1853e-02 eta: 17:03:40 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.4567 2022/12/07 09:01:57 - mmengine - INFO - Epoch(train) [111][2200/5005] lr: 4.1838e-02 eta: 17:03:27 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 2.9920 2022/12/07 09:02:11 - mmengine - INFO - Epoch(train) [111][2300/5005] lr: 4.1822e-02 eta: 17:03:13 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 2.8128 2022/12/07 09:02:25 - mmengine - INFO - Epoch(train) [111][2400/5005] lr: 4.1807e-02 eta: 17:03:00 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 3.1842 2022/12/07 09:02:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:02:39 - mmengine - INFO - Epoch(train) [111][2500/5005] lr: 4.1791e-02 eta: 17:02:46 time: 0.1392 data_time: 0.0018 memory: 4390 loss: 3.4559 2022/12/07 09:02:52 - mmengine - INFO - Epoch(train) [111][2600/5005] lr: 4.1776e-02 eta: 17:02:33 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 3.2055 2022/12/07 09:03:06 - mmengine - INFO - Epoch(train) [111][2700/5005] lr: 4.1760e-02 eta: 17:02:19 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.0132 2022/12/07 09:03:20 - mmengine - INFO - Epoch(train) [111][2800/5005] lr: 4.1745e-02 eta: 17:02:05 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.1271 2022/12/07 09:03:34 - mmengine - INFO - Epoch(train) [111][2900/5005] lr: 4.1729e-02 eta: 17:01:52 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 2.8428 2022/12/07 09:03:48 - mmengine - INFO - Epoch(train) [111][3000/5005] lr: 4.1714e-02 eta: 17:01:38 time: 0.1390 data_time: 0.0017 memory: 4390 loss: 2.9621 2022/12/07 09:04:02 - mmengine - INFO - Epoch(train) [111][3100/5005] lr: 4.1698e-02 eta: 17:01:25 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 3.3396 2022/12/07 09:04:16 - mmengine - INFO - Epoch(train) [111][3200/5005] lr: 4.1683e-02 eta: 17:01:11 time: 0.1382 data_time: 0.0017 memory: 4390 loss: 3.2726 2022/12/07 09:04:30 - mmengine - INFO - Epoch(train) [111][3300/5005] lr: 4.1667e-02 eta: 17:00:57 time: 0.1387 data_time: 0.0017 memory: 4390 loss: 2.9483 2022/12/07 09:04:44 - mmengine - INFO - Epoch(train) [111][3400/5005] lr: 4.1652e-02 eta: 17:00:44 time: 0.1391 data_time: 0.0017 memory: 4390 loss: 3.1874 2022/12/07 09:04:51 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:04:58 - mmengine - INFO - Epoch(train) [111][3500/5005] lr: 4.1636e-02 eta: 17:00:31 time: 0.1386 data_time: 0.0018 memory: 4390 loss: 3.5144 2022/12/07 09:05:12 - mmengine - INFO - Epoch(train) [111][3600/5005] lr: 4.1621e-02 eta: 17:00:17 time: 0.1386 data_time: 0.0017 memory: 4390 loss: 3.2807 2022/12/07 09:05:26 - mmengine - INFO - Epoch(train) [111][3700/5005] lr: 4.1606e-02 eta: 17:00:04 time: 0.1413 data_time: 0.0019 memory: 4390 loss: 3.9306 2022/12/07 09:05:40 - mmengine - INFO - Epoch(train) [111][3800/5005] lr: 4.1590e-02 eta: 16:59:50 time: 0.1385 data_time: 0.0017 memory: 4390 loss: 2.9559 2022/12/07 09:05:54 - mmengine - INFO - Epoch(train) [111][3900/5005] lr: 4.1575e-02 eta: 16:59:37 time: 0.1407 data_time: 0.0018 memory: 4390 loss: 3.2886 2022/12/07 09:06:08 - mmengine - INFO - Epoch(train) [111][4000/5005] lr: 4.1559e-02 eta: 16:59:23 time: 0.1383 data_time: 0.0018 memory: 4390 loss: 3.1370 2022/12/07 09:06:22 - mmengine - INFO - Epoch(train) [111][4100/5005] lr: 4.1544e-02 eta: 16:59:10 time: 0.1387 data_time: 0.0024 memory: 4390 loss: 3.2765 2022/12/07 09:06:36 - mmengine - INFO - Epoch(train) [111][4200/5005] lr: 4.1528e-02 eta: 16:58:56 time: 0.1448 data_time: 0.0017 memory: 4390 loss: 3.4086 2022/12/07 09:06:50 - mmengine - INFO - Epoch(train) [111][4300/5005] lr: 4.1513e-02 eta: 16:58:42 time: 0.1379 data_time: 0.0018 memory: 4390 loss: 3.0305 2022/12/07 09:07:04 - mmengine - INFO - Epoch(train) [111][4400/5005] lr: 4.1497e-02 eta: 16:58:29 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.0497 2022/12/07 09:07:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:07:18 - mmengine - INFO - Epoch(train) [111][4500/5005] lr: 4.1482e-02 eta: 16:58:15 time: 0.1394 data_time: 0.0017 memory: 4390 loss: 2.9273 2022/12/07 09:07:32 - mmengine - INFO - Epoch(train) [111][4600/5005] lr: 4.1466e-02 eta: 16:58:02 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.2301 2022/12/07 09:07:46 - mmengine - INFO - Epoch(train) [111][4700/5005] lr: 4.1451e-02 eta: 16:57:48 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 3.2583 2022/12/07 09:08:00 - mmengine - INFO - Epoch(train) [111][4800/5005] lr: 4.1435e-02 eta: 16:57:35 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 3.1899 2022/12/07 09:08:14 - mmengine - INFO - Epoch(train) [111][4900/5005] lr: 4.1420e-02 eta: 16:57:21 time: 0.1384 data_time: 0.0017 memory: 4390 loss: 2.7257 2022/12/07 09:08:28 - mmengine - INFO - Epoch(train) [111][5000/5005] lr: 4.1404e-02 eta: 16:57:07 time: 0.1395 data_time: 0.0026 memory: 4390 loss: 3.0465 2022/12/07 09:08:28 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:08:28 - mmengine - INFO - Saving checkpoint at 111 epochs 2022/12/07 09:08:38 - mmengine - INFO - Epoch(val) [111][100/196] eta: 0:00:07 time: 0.0751 data_time: 0.0356 memory: 4390 2022/12/07 09:08:57 - mmengine - INFO - Epoch(val) [111][196/196] accuracy/top1: 69.0900 accuracy/top5: 89.5220 2022/12/07 09:09:12 - mmengine - INFO - Epoch(train) [112][ 100/5005] lr: 4.1388e-02 eta: 16:56:54 time: 0.1386 data_time: 0.0018 memory: 4390 loss: 3.0580 2022/12/07 09:09:26 - mmengine - INFO - Epoch(train) [112][ 200/5005] lr: 4.1373e-02 eta: 16:56:40 time: 0.1383 data_time: 0.0018 memory: 4390 loss: 2.8733 2022/12/07 09:09:40 - mmengine - INFO - Epoch(train) [112][ 300/5005] lr: 4.1357e-02 eta: 16:56:27 time: 0.1375 data_time: 0.0018 memory: 4390 loss: 3.0110 2022/12/07 09:09:54 - mmengine - INFO - Epoch(train) [112][ 400/5005] lr: 4.1342e-02 eta: 16:56:13 time: 0.1422 data_time: 0.0017 memory: 4390 loss: 3.4576 2022/12/07 09:10:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:10:08 - mmengine - INFO - Epoch(train) [112][ 500/5005] lr: 4.1326e-02 eta: 16:55:59 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.2743 2022/12/07 09:10:22 - mmengine - INFO - Epoch(train) [112][ 600/5005] lr: 4.1311e-02 eta: 16:55:46 time: 0.1392 data_time: 0.0017 memory: 4390 loss: 3.1101 2022/12/07 09:10:36 - mmengine - INFO - Epoch(train) [112][ 700/5005] lr: 4.1296e-02 eta: 16:55:32 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 2.9700 2022/12/07 09:10:50 - mmengine - INFO - Epoch(train) [112][ 800/5005] lr: 4.1280e-02 eta: 16:55:19 time: 0.1371 data_time: 0.0017 memory: 4390 loss: 3.0932 2022/12/07 09:11:04 - mmengine - INFO - Epoch(train) [112][ 900/5005] lr: 4.1265e-02 eta: 16:55:05 time: 0.1377 data_time: 0.0017 memory: 4390 loss: 3.0133 2022/12/07 09:11:17 - mmengine - INFO - Epoch(train) [112][1000/5005] lr: 4.1249e-02 eta: 16:54:51 time: 0.1374 data_time: 0.0017 memory: 4390 loss: 3.0135 2022/12/07 09:11:31 - mmengine - INFO - Epoch(train) [112][1100/5005] lr: 4.1234e-02 eta: 16:54:38 time: 0.1372 data_time: 0.0016 memory: 4390 loss: 2.7973 2022/12/07 09:11:45 - mmengine - INFO - Epoch(train) [112][1200/5005] lr: 4.1218e-02 eta: 16:54:24 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.2541 2022/12/07 09:11:59 - mmengine - INFO - Epoch(train) [112][1300/5005] lr: 4.1203e-02 eta: 16:54:10 time: 0.1378 data_time: 0.0018 memory: 4390 loss: 2.9091 2022/12/07 09:12:13 - mmengine - INFO - Epoch(train) [112][1400/5005] lr: 4.1187e-02 eta: 16:53:57 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.2993 2022/12/07 09:12:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:12:27 - mmengine - INFO - Epoch(train) [112][1500/5005] lr: 4.1172e-02 eta: 16:53:43 time: 0.1376 data_time: 0.0018 memory: 4390 loss: 3.6299 2022/12/07 09:12:41 - mmengine - INFO - Epoch(train) [112][1600/5005] lr: 4.1156e-02 eta: 16:53:30 time: 0.1382 data_time: 0.0017 memory: 4390 loss: 2.6102 2022/12/07 09:12:55 - mmengine - INFO - Epoch(train) [112][1700/5005] lr: 4.1141e-02 eta: 16:53:16 time: 0.1380 data_time: 0.0018 memory: 4390 loss: 2.8980 2022/12/07 09:13:09 - mmengine - INFO - Epoch(train) [112][1800/5005] lr: 4.1126e-02 eta: 16:53:03 time: 0.1393 data_time: 0.0018 memory: 4390 loss: 3.5252 2022/12/07 09:13:23 - mmengine - INFO - Epoch(train) [112][1900/5005] lr: 4.1110e-02 eta: 16:52:49 time: 0.1374 data_time: 0.0020 memory: 4390 loss: 3.5992 2022/12/07 09:13:37 - mmengine - INFO - Epoch(train) [112][2000/5005] lr: 4.1095e-02 eta: 16:52:36 time: 0.1381 data_time: 0.0022 memory: 4390 loss: 3.4006 2022/12/07 09:13:51 - mmengine - INFO - Epoch(train) [112][2100/5005] lr: 4.1079e-02 eta: 16:52:22 time: 0.1380 data_time: 0.0020 memory: 4390 loss: 3.6139 2022/12/07 09:14:05 - mmengine - INFO - Epoch(train) [112][2200/5005] lr: 4.1064e-02 eta: 16:52:08 time: 0.1387 data_time: 0.0017 memory: 4390 loss: 3.0169 2022/12/07 09:14:19 - mmengine - INFO - Epoch(train) [112][2300/5005] lr: 4.1048e-02 eta: 16:51:55 time: 0.1379 data_time: 0.0020 memory: 4390 loss: 3.0970 2022/12/07 09:14:33 - mmengine - INFO - Epoch(train) [112][2400/5005] lr: 4.1033e-02 eta: 16:51:41 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 2.8558 2022/12/07 09:14:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:14:47 - mmengine - INFO - Epoch(train) [112][2500/5005] lr: 4.1018e-02 eta: 16:51:28 time: 0.1394 data_time: 0.0017 memory: 4390 loss: 2.9954 2022/12/07 09:15:01 - mmengine - INFO - Epoch(train) [112][2600/5005] lr: 4.1002e-02 eta: 16:51:14 time: 0.1387 data_time: 0.0017 memory: 4390 loss: 3.2940 2022/12/07 09:15:15 - mmengine - INFO - Epoch(train) [112][2700/5005] lr: 4.0987e-02 eta: 16:51:01 time: 0.1393 data_time: 0.0019 memory: 4390 loss: 3.3322 2022/12/07 09:15:29 - mmengine - INFO - Epoch(train) [112][2800/5005] lr: 4.0971e-02 eta: 16:50:47 time: 0.1477 data_time: 0.0019 memory: 4390 loss: 3.3014 2022/12/07 09:15:43 - mmengine - INFO - Epoch(train) [112][2900/5005] lr: 4.0956e-02 eta: 16:50:34 time: 0.1377 data_time: 0.0019 memory: 4390 loss: 2.8577 2022/12/07 09:15:57 - mmengine - INFO - Epoch(train) [112][3000/5005] lr: 4.0940e-02 eta: 16:50:20 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.1204 2022/12/07 09:16:11 - mmengine - INFO - Epoch(train) [112][3100/5005] lr: 4.0925e-02 eta: 16:50:07 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 2.9985 2022/12/07 09:16:25 - mmengine - INFO - Epoch(train) [112][3200/5005] lr: 4.0909e-02 eta: 16:49:53 time: 0.1382 data_time: 0.0018 memory: 4390 loss: 2.8883 2022/12/07 09:16:38 - mmengine - INFO - Epoch(train) [112][3300/5005] lr: 4.0894e-02 eta: 16:49:39 time: 0.1376 data_time: 0.0020 memory: 4390 loss: 3.6879 2022/12/07 09:16:52 - mmengine - INFO - Epoch(train) [112][3400/5005] lr: 4.0879e-02 eta: 16:49:26 time: 0.1375 data_time: 0.0020 memory: 4390 loss: 3.1964 2022/12/07 09:16:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:17:06 - mmengine - INFO - Epoch(train) [112][3500/5005] lr: 4.0863e-02 eta: 16:49:12 time: 0.1378 data_time: 0.0018 memory: 4390 loss: 3.1905 2022/12/07 09:17:20 - mmengine - INFO - Epoch(train) [112][3600/5005] lr: 4.0848e-02 eta: 16:48:58 time: 0.1379 data_time: 0.0020 memory: 4390 loss: 2.9991 2022/12/07 09:17:34 - mmengine - INFO - Epoch(train) [112][3700/5005] lr: 4.0832e-02 eta: 16:48:45 time: 0.1372 data_time: 0.0017 memory: 4390 loss: 3.1769 2022/12/07 09:17:48 - mmengine - INFO - Epoch(train) [112][3800/5005] lr: 4.0817e-02 eta: 16:48:31 time: 0.1374 data_time: 0.0018 memory: 4390 loss: 2.8895 2022/12/07 09:18:02 - mmengine - INFO - Epoch(train) [112][3900/5005] lr: 4.0801e-02 eta: 16:48:18 time: 0.1382 data_time: 0.0018 memory: 4390 loss: 2.9349 2022/12/07 09:18:16 - mmengine - INFO - Epoch(train) [112][4000/5005] lr: 4.0786e-02 eta: 16:48:04 time: 0.1378 data_time: 0.0018 memory: 4390 loss: 3.1264 2022/12/07 09:18:29 - mmengine - INFO - Epoch(train) [112][4100/5005] lr: 4.0771e-02 eta: 16:47:50 time: 0.1379 data_time: 0.0018 memory: 4390 loss: 3.0609 2022/12/07 09:18:43 - mmengine - INFO - Epoch(train) [112][4200/5005] lr: 4.0755e-02 eta: 16:47:37 time: 0.1376 data_time: 0.0019 memory: 4390 loss: 3.1695 2022/12/07 09:18:57 - mmengine - INFO - Epoch(train) [112][4300/5005] lr: 4.0740e-02 eta: 16:47:23 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 2.9326 2022/12/07 09:19:11 - mmengine - INFO - Epoch(train) [112][4400/5005] lr: 4.0724e-02 eta: 16:47:10 time: 0.1389 data_time: 0.0017 memory: 4390 loss: 3.1360 2022/12/07 09:19:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:19:25 - mmengine - INFO - Epoch(train) [112][4500/5005] lr: 4.0709e-02 eta: 16:46:56 time: 0.1379 data_time: 0.0018 memory: 4390 loss: 3.3517 2022/12/07 09:19:39 - mmengine - INFO - Epoch(train) [112][4600/5005] lr: 4.0694e-02 eta: 16:46:42 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.6069 2022/12/07 09:19:53 - mmengine - INFO - Epoch(train) [112][4700/5005] lr: 4.0678e-02 eta: 16:46:29 time: 0.1383 data_time: 0.0019 memory: 4390 loss: 2.8345 2022/12/07 09:20:07 - mmengine - INFO - Epoch(train) [112][4800/5005] lr: 4.0663e-02 eta: 16:46:15 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 2.8720 2022/12/07 09:20:21 - mmengine - INFO - Epoch(train) [112][4900/5005] lr: 4.0647e-02 eta: 16:46:02 time: 0.1404 data_time: 0.0019 memory: 4390 loss: 3.2387 2022/12/07 09:20:35 - mmengine - INFO - Epoch(train) [112][5000/5005] lr: 4.0632e-02 eta: 16:45:48 time: 0.1383 data_time: 0.0028 memory: 4390 loss: 3.3297 2022/12/07 09:20:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:20:36 - mmengine - INFO - Saving checkpoint at 112 epochs 2022/12/07 09:20:46 - mmengine - INFO - Epoch(val) [112][100/196] eta: 0:00:07 time: 0.0771 data_time: 0.0447 memory: 4390 2022/12/07 09:21:05 - mmengine - INFO - Epoch(val) [112][196/196] accuracy/top1: 69.6680 accuracy/top5: 89.7860 2022/12/07 09:21:19 - mmengine - INFO - Epoch(train) [113][ 100/5005] lr: 4.0616e-02 eta: 16:45:35 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 3.1520 2022/12/07 09:21:34 - mmengine - INFO - Epoch(train) [113][ 200/5005] lr: 4.0600e-02 eta: 16:45:21 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 2.9049 2022/12/07 09:21:47 - mmengine - INFO - Epoch(train) [113][ 300/5005] lr: 4.0585e-02 eta: 16:45:07 time: 0.1380 data_time: 0.0019 memory: 4390 loss: 3.2768 2022/12/07 09:22:01 - mmengine - INFO - Epoch(train) [113][ 400/5005] lr: 4.0569e-02 eta: 16:44:54 time: 0.1382 data_time: 0.0017 memory: 4390 loss: 2.9354 2022/12/07 09:22:07 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:22:15 - mmengine - INFO - Epoch(train) [113][ 500/5005] lr: 4.0554e-02 eta: 16:44:40 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 2.9782 2022/12/07 09:22:29 - mmengine - INFO - Epoch(train) [113][ 600/5005] lr: 4.0539e-02 eta: 16:44:27 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.0347 2022/12/07 09:22:43 - mmengine - INFO - Epoch(train) [113][ 700/5005] lr: 4.0523e-02 eta: 16:44:13 time: 0.1382 data_time: 0.0018 memory: 4390 loss: 3.2777 2022/12/07 09:22:57 - mmengine - INFO - Epoch(train) [113][ 800/5005] lr: 4.0508e-02 eta: 16:43:59 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 3.0245 2022/12/07 09:23:11 - mmengine - INFO - Epoch(train) [113][ 900/5005] lr: 4.0492e-02 eta: 16:43:46 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 2.8470 2022/12/07 09:23:25 - mmengine - INFO - Epoch(train) [113][1000/5005] lr: 4.0477e-02 eta: 16:43:32 time: 0.1392 data_time: 0.0017 memory: 4390 loss: 3.6130 2022/12/07 09:23:39 - mmengine - INFO - Epoch(train) [113][1100/5005] lr: 4.0462e-02 eta: 16:43:19 time: 0.1386 data_time: 0.0020 memory: 4390 loss: 2.9083 2022/12/07 09:23:53 - mmengine - INFO - Epoch(train) [113][1200/5005] lr: 4.0446e-02 eta: 16:43:05 time: 0.1377 data_time: 0.0018 memory: 4390 loss: 3.1883 2022/12/07 09:24:07 - mmengine - INFO - Epoch(train) [113][1300/5005] lr: 4.0431e-02 eta: 16:42:52 time: 0.1460 data_time: 0.0017 memory: 4390 loss: 3.0948 2022/12/07 09:24:21 - mmengine - INFO - Epoch(train) [113][1400/5005] lr: 4.0415e-02 eta: 16:42:38 time: 0.1384 data_time: 0.0017 memory: 4390 loss: 2.7313 2022/12/07 09:24:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:24:35 - mmengine - INFO - Epoch(train) [113][1500/5005] lr: 4.0400e-02 eta: 16:42:24 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 2.7984 2022/12/07 09:24:49 - mmengine - INFO - Epoch(train) [113][1600/5005] lr: 4.0385e-02 eta: 16:42:11 time: 0.1394 data_time: 0.0018 memory: 4390 loss: 3.2042 2022/12/07 09:25:03 - mmengine - INFO - Epoch(train) [113][1700/5005] lr: 4.0369e-02 eta: 16:41:58 time: 0.1421 data_time: 0.0019 memory: 4390 loss: 2.9385 2022/12/07 09:25:17 - mmengine - INFO - Epoch(train) [113][1800/5005] lr: 4.0354e-02 eta: 16:41:44 time: 0.1395 data_time: 0.0019 memory: 4390 loss: 3.7007 2022/12/07 09:25:31 - mmengine - INFO - Epoch(train) [113][1900/5005] lr: 4.0338e-02 eta: 16:41:31 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 2.8408 2022/12/07 09:25:45 - mmengine - INFO - Epoch(train) [113][2000/5005] lr: 4.0323e-02 eta: 16:41:17 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 3.2779 2022/12/07 09:25:59 - mmengine - INFO - Epoch(train) [113][2100/5005] lr: 4.0308e-02 eta: 16:41:04 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 2.8457 2022/12/07 09:26:13 - mmengine - INFO - Epoch(train) [113][2200/5005] lr: 4.0292e-02 eta: 16:40:50 time: 0.1379 data_time: 0.0018 memory: 4390 loss: 3.1509 2022/12/07 09:26:27 - mmengine - INFO - Epoch(train) [113][2300/5005] lr: 4.0277e-02 eta: 16:40:36 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 3.4004 2022/12/07 09:26:41 - mmengine - INFO - Epoch(train) [113][2400/5005] lr: 4.0261e-02 eta: 16:40:23 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 3.1239 2022/12/07 09:26:47 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:26:55 - mmengine - INFO - Epoch(train) [113][2500/5005] lr: 4.0246e-02 eta: 16:40:09 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.3499 2022/12/07 09:27:09 - mmengine - INFO - Epoch(train) [113][2600/5005] lr: 4.0231e-02 eta: 16:39:56 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 3.2314 2022/12/07 09:27:23 - mmengine - INFO - Epoch(train) [113][2700/5005] lr: 4.0215e-02 eta: 16:39:42 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 3.2732 2022/12/07 09:27:37 - mmengine - INFO - Epoch(train) [113][2800/5005] lr: 4.0200e-02 eta: 16:39:29 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 3.2774 2022/12/07 09:27:51 - mmengine - INFO - Epoch(train) [113][2900/5005] lr: 4.0184e-02 eta: 16:39:15 time: 0.1465 data_time: 0.0018 memory: 4390 loss: 3.0466 2022/12/07 09:28:05 - mmengine - INFO - Epoch(train) [113][3000/5005] lr: 4.0169e-02 eta: 16:39:02 time: 0.1445 data_time: 0.0017 memory: 4390 loss: 3.7896 2022/12/07 09:28:19 - mmengine - INFO - Epoch(train) [113][3100/5005] lr: 4.0154e-02 eta: 16:38:48 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.2258 2022/12/07 09:28:33 - mmengine - INFO - Epoch(train) [113][3200/5005] lr: 4.0138e-02 eta: 16:38:35 time: 0.1390 data_time: 0.0018 memory: 4390 loss: 3.3799 2022/12/07 09:28:47 - mmengine - INFO - Epoch(train) [113][3300/5005] lr: 4.0123e-02 eta: 16:38:21 time: 0.1402 data_time: 0.0019 memory: 4390 loss: 3.1212 2022/12/07 09:29:01 - mmengine - INFO - Epoch(train) [113][3400/5005] lr: 4.0108e-02 eta: 16:38:08 time: 0.1385 data_time: 0.0017 memory: 4390 loss: 2.9936 2022/12/07 09:29:07 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:29:15 - mmengine - INFO - Epoch(train) [113][3500/5005] lr: 4.0092e-02 eta: 16:37:54 time: 0.1386 data_time: 0.0019 memory: 4390 loss: 2.8793 2022/12/07 09:29:29 - mmengine - INFO - Epoch(train) [113][3600/5005] lr: 4.0077e-02 eta: 16:37:41 time: 0.1452 data_time: 0.0017 memory: 4390 loss: 2.9281 2022/12/07 09:29:43 - mmengine - INFO - Epoch(train) [113][3700/5005] lr: 4.0061e-02 eta: 16:37:27 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 2.8925 2022/12/07 09:29:57 - mmengine - INFO - Epoch(train) [113][3800/5005] lr: 4.0046e-02 eta: 16:37:13 time: 0.1390 data_time: 0.0018 memory: 4390 loss: 3.4367 2022/12/07 09:30:11 - mmengine - INFO - Epoch(train) [113][3900/5005] lr: 4.0031e-02 eta: 16:37:00 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.2524 2022/12/07 09:30:25 - mmengine - INFO - Epoch(train) [113][4000/5005] lr: 4.0015e-02 eta: 16:36:46 time: 0.1390 data_time: 0.0017 memory: 4390 loss: 3.0209 2022/12/07 09:30:39 - mmengine - INFO - Epoch(train) [113][4100/5005] lr: 4.0000e-02 eta: 16:36:33 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 2.9485 2022/12/07 09:30:53 - mmengine - INFO - Epoch(train) [113][4200/5005] lr: 3.9985e-02 eta: 16:36:19 time: 0.1394 data_time: 0.0018 memory: 4390 loss: 3.1985 2022/12/07 09:31:07 - mmengine - INFO - Epoch(train) [113][4300/5005] lr: 3.9969e-02 eta: 16:36:06 time: 0.1405 data_time: 0.0017 memory: 4390 loss: 3.6258 2022/12/07 09:31:21 - mmengine - INFO - Epoch(train) [113][4400/5005] lr: 3.9954e-02 eta: 16:35:52 time: 0.1389 data_time: 0.0018 memory: 4390 loss: 3.1282 2022/12/07 09:31:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:31:35 - mmengine - INFO - Epoch(train) [113][4500/5005] lr: 3.9938e-02 eta: 16:35:39 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.2036 2022/12/07 09:31:49 - mmengine - INFO - Epoch(train) [113][4600/5005] lr: 3.9923e-02 eta: 16:35:25 time: 0.1393 data_time: 0.0018 memory: 4390 loss: 3.3111 2022/12/07 09:32:03 - mmengine - INFO - Epoch(train) [113][4700/5005] lr: 3.9908e-02 eta: 16:35:12 time: 0.1372 data_time: 0.0018 memory: 4390 loss: 3.4929 2022/12/07 09:32:17 - mmengine - INFO - Epoch(train) [113][4800/5005] lr: 3.9892e-02 eta: 16:34:58 time: 0.1377 data_time: 0.0018 memory: 4390 loss: 3.8477 2022/12/07 09:32:31 - mmengine - INFO - Epoch(train) [113][4900/5005] lr: 3.9877e-02 eta: 16:34:44 time: 0.1380 data_time: 0.0019 memory: 4390 loss: 3.2112 2022/12/07 09:32:45 - mmengine - INFO - Epoch(train) [113][5000/5005] lr: 3.9862e-02 eta: 16:34:31 time: 0.1394 data_time: 0.0026 memory: 4390 loss: 3.3444 2022/12/07 09:32:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:32:46 - mmengine - INFO - Saving checkpoint at 113 epochs 2022/12/07 09:32:56 - mmengine - INFO - Epoch(val) [113][100/196] eta: 0:00:07 time: 0.0800 data_time: 0.0457 memory: 4390 2022/12/07 09:33:15 - mmengine - INFO - Epoch(val) [113][196/196] accuracy/top1: 69.6200 accuracy/top5: 89.9740 2022/12/07 09:33:30 - mmengine - INFO - Epoch(train) [114][ 100/5005] lr: 3.9845e-02 eta: 16:34:17 time: 0.1417 data_time: 0.0020 memory: 4390 loss: 2.8188 2022/12/07 09:33:44 - mmengine - INFO - Epoch(train) [114][ 200/5005] lr: 3.9830e-02 eta: 16:34:04 time: 0.1395 data_time: 0.0020 memory: 4390 loss: 3.3340 2022/12/07 09:33:58 - mmengine - INFO - Epoch(train) [114][ 300/5005] lr: 3.9815e-02 eta: 16:33:50 time: 0.1381 data_time: 0.0019 memory: 4390 loss: 2.9973 2022/12/07 09:34:12 - mmengine - INFO - Epoch(train) [114][ 400/5005] lr: 3.9799e-02 eta: 16:33:37 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 2.9612 2022/12/07 09:34:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:34:26 - mmengine - INFO - Epoch(train) [114][ 500/5005] lr: 3.9784e-02 eta: 16:33:23 time: 0.1382 data_time: 0.0018 memory: 4390 loss: 3.0597 2022/12/07 09:34:40 - mmengine - INFO - Epoch(train) [114][ 600/5005] lr: 3.9769e-02 eta: 16:33:09 time: 0.1379 data_time: 0.0018 memory: 4390 loss: 3.0704 2022/12/07 09:34:54 - mmengine - INFO - Epoch(train) [114][ 700/5005] lr: 3.9753e-02 eta: 16:32:56 time: 0.1386 data_time: 0.0018 memory: 4390 loss: 3.5742 2022/12/07 09:35:08 - mmengine - INFO - Epoch(train) [114][ 800/5005] lr: 3.9738e-02 eta: 16:32:42 time: 0.1379 data_time: 0.0018 memory: 4390 loss: 3.0431 2022/12/07 09:35:22 - mmengine - INFO - Epoch(train) [114][ 900/5005] lr: 3.9723e-02 eta: 16:32:29 time: 0.1378 data_time: 0.0019 memory: 4390 loss: 2.6661 2022/12/07 09:35:36 - mmengine - INFO - Epoch(train) [114][1000/5005] lr: 3.9707e-02 eta: 16:32:15 time: 0.1378 data_time: 0.0018 memory: 4390 loss: 3.2320 2022/12/07 09:35:50 - mmengine - INFO - Epoch(train) [114][1100/5005] lr: 3.9692e-02 eta: 16:32:02 time: 0.1435 data_time: 0.0019 memory: 4390 loss: 3.2103 2022/12/07 09:36:04 - mmengine - INFO - Epoch(train) [114][1200/5005] lr: 3.9676e-02 eta: 16:31:48 time: 0.1384 data_time: 0.0019 memory: 4390 loss: 3.1009 2022/12/07 09:36:18 - mmengine - INFO - Epoch(train) [114][1300/5005] lr: 3.9661e-02 eta: 16:31:34 time: 0.1383 data_time: 0.0018 memory: 4390 loss: 3.1531 2022/12/07 09:36:32 - mmengine - INFO - Epoch(train) [114][1400/5005] lr: 3.9646e-02 eta: 16:31:21 time: 0.1394 data_time: 0.0018 memory: 4390 loss: 3.2090 2022/12/07 09:36:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:36:46 - mmengine - INFO - Epoch(train) [114][1500/5005] lr: 3.9630e-02 eta: 16:31:07 time: 0.1387 data_time: 0.0017 memory: 4390 loss: 3.1182 2022/12/07 09:37:00 - mmengine - INFO - Epoch(train) [114][1600/5005] lr: 3.9615e-02 eta: 16:30:54 time: 0.1383 data_time: 0.0018 memory: 4390 loss: 2.9013 2022/12/07 09:37:14 - mmengine - INFO - Epoch(train) [114][1700/5005] lr: 3.9600e-02 eta: 16:30:40 time: 0.1383 data_time: 0.0018 memory: 4390 loss: 3.5206 2022/12/07 09:37:28 - mmengine - INFO - Epoch(train) [114][1800/5005] lr: 3.9584e-02 eta: 16:30:27 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 2.9764 2022/12/07 09:37:42 - mmengine - INFO - Epoch(train) [114][1900/5005] lr: 3.9569e-02 eta: 16:30:13 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.4000 2022/12/07 09:37:56 - mmengine - INFO - Epoch(train) [114][2000/5005] lr: 3.9554e-02 eta: 16:29:59 time: 0.1377 data_time: 0.0018 memory: 4390 loss: 3.0828 2022/12/07 09:38:10 - mmengine - INFO - Epoch(train) [114][2100/5005] lr: 3.9538e-02 eta: 16:29:46 time: 0.1398 data_time: 0.0018 memory: 4390 loss: 3.0329 2022/12/07 09:38:24 - mmengine - INFO - Epoch(train) [114][2200/5005] lr: 3.9523e-02 eta: 16:29:32 time: 0.1395 data_time: 0.0018 memory: 4390 loss: 2.5649 2022/12/07 09:38:38 - mmengine - INFO - Epoch(train) [114][2300/5005] lr: 3.9508e-02 eta: 16:29:19 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 3.1140 2022/12/07 09:38:52 - mmengine - INFO - Epoch(train) [114][2400/5005] lr: 3.9492e-02 eta: 16:29:05 time: 0.1379 data_time: 0.0019 memory: 4390 loss: 3.1957 2022/12/07 09:38:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:39:06 - mmengine - INFO - Epoch(train) [114][2500/5005] lr: 3.9477e-02 eta: 16:28:52 time: 0.1407 data_time: 0.0019 memory: 4390 loss: 3.3042 2022/12/07 09:39:20 - mmengine - INFO - Epoch(train) [114][2600/5005] lr: 3.9462e-02 eta: 16:28:38 time: 0.1383 data_time: 0.0020 memory: 4390 loss: 3.2503 2022/12/07 09:39:34 - mmengine - INFO - Epoch(train) [114][2700/5005] lr: 3.9446e-02 eta: 16:28:25 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 3.2145 2022/12/07 09:39:48 - mmengine - INFO - Epoch(train) [114][2800/5005] lr: 3.9431e-02 eta: 16:28:11 time: 0.1386 data_time: 0.0019 memory: 4390 loss: 2.8404 2022/12/07 09:40:02 - mmengine - INFO - Epoch(train) [114][2900/5005] lr: 3.9416e-02 eta: 16:27:58 time: 0.1389 data_time: 0.0020 memory: 4390 loss: 3.0941 2022/12/07 09:40:16 - mmengine - INFO - Epoch(train) [114][3000/5005] lr: 3.9400e-02 eta: 16:27:44 time: 0.1394 data_time: 0.0020 memory: 4390 loss: 2.8731 2022/12/07 09:40:30 - mmengine - INFO - Epoch(train) [114][3100/5005] lr: 3.9385e-02 eta: 16:27:31 time: 0.1377 data_time: 0.0024 memory: 4390 loss: 3.3403 2022/12/07 09:40:44 - mmengine - INFO - Epoch(train) [114][3200/5005] lr: 3.9370e-02 eta: 16:27:17 time: 0.1389 data_time: 0.0023 memory: 4390 loss: 2.8624 2022/12/07 09:40:58 - mmengine - INFO - Epoch(train) [114][3300/5005] lr: 3.9354e-02 eta: 16:27:03 time: 0.1383 data_time: 0.0022 memory: 4390 loss: 3.1971 2022/12/07 09:41:12 - mmengine - INFO - Epoch(train) [114][3400/5005] lr: 3.9339e-02 eta: 16:26:50 time: 0.1381 data_time: 0.0023 memory: 4390 loss: 2.8997 2022/12/07 09:41:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:41:26 - mmengine - INFO - Epoch(train) [114][3500/5005] lr: 3.9324e-02 eta: 16:26:36 time: 0.1375 data_time: 0.0023 memory: 4390 loss: 4.1660 2022/12/07 09:41:40 - mmengine - INFO - Epoch(train) [114][3600/5005] lr: 3.9308e-02 eta: 16:26:23 time: 0.1376 data_time: 0.0024 memory: 4390 loss: 3.0596 2022/12/07 09:41:54 - mmengine - INFO - Epoch(train) [114][3700/5005] lr: 3.9293e-02 eta: 16:26:09 time: 0.1376 data_time: 0.0025 memory: 4390 loss: 3.3160 2022/12/07 09:42:08 - mmengine - INFO - Epoch(train) [114][3800/5005] lr: 3.9278e-02 eta: 16:25:55 time: 0.1389 data_time: 0.0022 memory: 4390 loss: 3.3810 2022/12/07 09:42:22 - mmengine - INFO - Epoch(train) [114][3900/5005] lr: 3.9262e-02 eta: 16:25:42 time: 0.1381 data_time: 0.0023 memory: 4390 loss: 3.3115 2022/12/07 09:42:35 - mmengine - INFO - Epoch(train) [114][4000/5005] lr: 3.9247e-02 eta: 16:25:28 time: 0.1386 data_time: 0.0023 memory: 4390 loss: 3.6084 2022/12/07 09:42:49 - mmengine - INFO - Epoch(train) [114][4100/5005] lr: 3.9232e-02 eta: 16:25:15 time: 0.1395 data_time: 0.0022 memory: 4390 loss: 2.7630 2022/12/07 09:43:03 - mmengine - INFO - Epoch(train) [114][4200/5005] lr: 3.9216e-02 eta: 16:25:01 time: 0.1390 data_time: 0.0024 memory: 4390 loss: 2.8194 2022/12/07 09:43:18 - mmengine - INFO - Epoch(train) [114][4300/5005] lr: 3.9201e-02 eta: 16:24:48 time: 0.1379 data_time: 0.0024 memory: 4390 loss: 2.6262 2022/12/07 09:43:32 - mmengine - INFO - Epoch(train) [114][4400/5005] lr: 3.9186e-02 eta: 16:24:34 time: 0.1384 data_time: 0.0022 memory: 4390 loss: 2.9519 2022/12/07 09:43:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:43:46 - mmengine - INFO - Epoch(train) [114][4500/5005] lr: 3.9170e-02 eta: 16:24:20 time: 0.1379 data_time: 0.0022 memory: 4390 loss: 3.5888 2022/12/07 09:43:59 - mmengine - INFO - Epoch(train) [114][4600/5005] lr: 3.9155e-02 eta: 16:24:07 time: 0.1388 data_time: 0.0023 memory: 4390 loss: 3.3164 2022/12/07 09:44:13 - mmengine - INFO - Epoch(train) [114][4700/5005] lr: 3.9140e-02 eta: 16:23:53 time: 0.1383 data_time: 0.0023 memory: 4390 loss: 3.1340 2022/12/07 09:44:27 - mmengine - INFO - Epoch(train) [114][4800/5005] lr: 3.9124e-02 eta: 16:23:40 time: 0.1388 data_time: 0.0022 memory: 4390 loss: 2.5921 2022/12/07 09:44:42 - mmengine - INFO - Epoch(train) [114][4900/5005] lr: 3.9109e-02 eta: 16:23:26 time: 0.1378 data_time: 0.0023 memory: 4390 loss: 3.3210 2022/12/07 09:44:56 - mmengine - INFO - Epoch(train) [114][5000/5005] lr: 3.9094e-02 eta: 16:23:13 time: 0.1389 data_time: 0.0025 memory: 4390 loss: 2.6151 2022/12/07 09:44:56 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:44:56 - mmengine - INFO - Saving checkpoint at 114 epochs 2022/12/07 09:45:06 - mmengine - INFO - Epoch(val) [114][100/196] eta: 0:00:07 time: 0.0766 data_time: 0.0456 memory: 4390 2022/12/07 09:45:25 - mmengine - INFO - Epoch(val) [114][196/196] accuracy/top1: 69.4820 accuracy/top5: 89.6540 2022/12/07 09:45:40 - mmengine - INFO - Epoch(train) [115][ 100/5005] lr: 3.9078e-02 eta: 16:22:59 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 3.3863 2022/12/07 09:45:54 - mmengine - INFO - Epoch(train) [115][ 200/5005] lr: 3.9062e-02 eta: 16:22:45 time: 0.1383 data_time: 0.0018 memory: 4390 loss: 3.0548 2022/12/07 09:46:08 - mmengine - INFO - Epoch(train) [115][ 300/5005] lr: 3.9047e-02 eta: 16:22:32 time: 0.1377 data_time: 0.0016 memory: 4390 loss: 3.0515 2022/12/07 09:46:22 - mmengine - INFO - Epoch(train) [115][ 400/5005] lr: 3.9032e-02 eta: 16:22:18 time: 0.1387 data_time: 0.0017 memory: 4390 loss: 3.7064 2022/12/07 09:46:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:46:36 - mmengine - INFO - Epoch(train) [115][ 500/5005] lr: 3.9016e-02 eta: 16:22:04 time: 0.1394 data_time: 0.0018 memory: 4390 loss: 3.3447 2022/12/07 09:46:50 - mmengine - INFO - Epoch(train) [115][ 600/5005] lr: 3.9001e-02 eta: 16:21:51 time: 0.1392 data_time: 0.0019 memory: 4390 loss: 3.3180 2022/12/07 09:47:04 - mmengine - INFO - Epoch(train) [115][ 700/5005] lr: 3.8986e-02 eta: 16:21:37 time: 0.1385 data_time: 0.0019 memory: 4390 loss: 2.9813 2022/12/07 09:47:18 - mmengine - INFO - Epoch(train) [115][ 800/5005] lr: 3.8971e-02 eta: 16:21:24 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 2.6209 2022/12/07 09:47:32 - mmengine - INFO - Epoch(train) [115][ 900/5005] lr: 3.8955e-02 eta: 16:21:10 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.4332 2022/12/07 09:47:46 - mmengine - INFO - Epoch(train) [115][1000/5005] lr: 3.8940e-02 eta: 16:20:56 time: 0.1403 data_time: 0.0018 memory: 4390 loss: 3.2157 2022/12/07 09:48:00 - mmengine - INFO - Epoch(train) [115][1100/5005] lr: 3.8925e-02 eta: 16:20:43 time: 0.1382 data_time: 0.0016 memory: 4390 loss: 3.7740 2022/12/07 09:48:14 - mmengine - INFO - Epoch(train) [115][1200/5005] lr: 3.8909e-02 eta: 16:20:29 time: 0.1382 data_time: 0.0017 memory: 4390 loss: 3.2408 2022/12/07 09:48:28 - mmengine - INFO - Epoch(train) [115][1300/5005] lr: 3.8894e-02 eta: 16:20:16 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 3.0482 2022/12/07 09:48:42 - mmengine - INFO - Epoch(train) [115][1400/5005] lr: 3.8879e-02 eta: 16:20:02 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.2236 2022/12/07 09:48:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:48:56 - mmengine - INFO - Epoch(train) [115][1500/5005] lr: 3.8863e-02 eta: 16:19:49 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.3997 2022/12/07 09:49:10 - mmengine - INFO - Epoch(train) [115][1600/5005] lr: 3.8848e-02 eta: 16:19:35 time: 0.1384 data_time: 0.0019 memory: 4390 loss: 3.2404 2022/12/07 09:49:23 - mmengine - INFO - Epoch(train) [115][1700/5005] lr: 3.8833e-02 eta: 16:19:21 time: 0.1388 data_time: 0.0018 memory: 4390 loss: 3.2093 2022/12/07 09:49:37 - mmengine - INFO - Epoch(train) [115][1800/5005] lr: 3.8818e-02 eta: 16:19:08 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 3.3556 2022/12/07 09:49:51 - mmengine - INFO - Epoch(train) [115][1900/5005] lr: 3.8802e-02 eta: 16:18:54 time: 0.1394 data_time: 0.0019 memory: 4390 loss: 2.7094 2022/12/07 09:50:05 - mmengine - INFO - Epoch(train) [115][2000/5005] lr: 3.8787e-02 eta: 16:18:41 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 3.2618 2022/12/07 09:50:19 - mmengine - INFO - Epoch(train) [115][2100/5005] lr: 3.8772e-02 eta: 16:18:27 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 2.8595 2022/12/07 09:50:33 - mmengine - INFO - Epoch(train) [115][2200/5005] lr: 3.8756e-02 eta: 16:18:14 time: 0.1380 data_time: 0.0018 memory: 4390 loss: 3.0801 2022/12/07 09:50:48 - mmengine - INFO - Epoch(train) [115][2300/5005] lr: 3.8741e-02 eta: 16:18:00 time: 0.1404 data_time: 0.0019 memory: 4390 loss: 3.5708 2022/12/07 09:51:02 - mmengine - INFO - Epoch(train) [115][2400/5005] lr: 3.8726e-02 eta: 16:17:47 time: 0.1379 data_time: 0.0019 memory: 4390 loss: 2.8882 2022/12/07 09:51:06 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:51:16 - mmengine - INFO - Epoch(train) [115][2500/5005] lr: 3.8710e-02 eta: 16:17:33 time: 0.1383 data_time: 0.0018 memory: 4390 loss: 3.0157 2022/12/07 09:51:29 - mmengine - INFO - Epoch(train) [115][2600/5005] lr: 3.8695e-02 eta: 16:17:20 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 3.0875 2022/12/07 09:51:43 - mmengine - INFO - Epoch(train) [115][2700/5005] lr: 3.8680e-02 eta: 16:17:06 time: 0.1387 data_time: 0.0017 memory: 4390 loss: 3.7358 2022/12/07 09:51:57 - mmengine - INFO - Epoch(train) [115][2800/5005] lr: 3.8665e-02 eta: 16:16:52 time: 0.1380 data_time: 0.0018 memory: 4390 loss: 3.7231 2022/12/07 09:52:12 - mmengine - INFO - Epoch(train) [115][2900/5005] lr: 3.8649e-02 eta: 16:16:39 time: 0.1479 data_time: 0.0023 memory: 4390 loss: 3.4706 2022/12/07 09:52:26 - mmengine - INFO - Epoch(train) [115][3000/5005] lr: 3.8634e-02 eta: 16:16:25 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 3.1266 2022/12/07 09:52:39 - mmengine - INFO - Epoch(train) [115][3100/5005] lr: 3.8619e-02 eta: 16:16:12 time: 0.1379 data_time: 0.0018 memory: 4390 loss: 3.7971 2022/12/07 09:52:53 - mmengine - INFO - Epoch(train) [115][3200/5005] lr: 3.8603e-02 eta: 16:15:58 time: 0.1405 data_time: 0.0020 memory: 4390 loss: 3.3107 2022/12/07 09:53:07 - mmengine - INFO - Epoch(train) [115][3300/5005] lr: 3.8588e-02 eta: 16:15:45 time: 0.1484 data_time: 0.0018 memory: 4390 loss: 3.3958 2022/12/07 09:53:21 - mmengine - INFO - Epoch(train) [115][3400/5005] lr: 3.8573e-02 eta: 16:15:31 time: 0.1386 data_time: 0.0018 memory: 4390 loss: 2.5866 2022/12/07 09:53:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:53:35 - mmengine - INFO - Epoch(train) [115][3500/5005] lr: 3.8558e-02 eta: 16:15:18 time: 0.1391 data_time: 0.0019 memory: 4390 loss: 3.2088 2022/12/07 09:53:49 - mmengine - INFO - Epoch(train) [115][3600/5005] lr: 3.8542e-02 eta: 16:15:04 time: 0.1376 data_time: 0.0016 memory: 4390 loss: 2.9845 2022/12/07 09:54:03 - mmengine - INFO - Epoch(train) [115][3700/5005] lr: 3.8527e-02 eta: 16:14:50 time: 0.1385 data_time: 0.0023 memory: 4390 loss: 3.2266 2022/12/07 09:54:17 - mmengine - INFO - Epoch(train) [115][3800/5005] lr: 3.8512e-02 eta: 16:14:37 time: 0.1382 data_time: 0.0019 memory: 4390 loss: 3.3595 2022/12/07 09:54:31 - mmengine - INFO - Epoch(train) [115][3900/5005] lr: 3.8497e-02 eta: 16:14:23 time: 0.1379 data_time: 0.0018 memory: 4390 loss: 3.7433 2022/12/07 09:54:45 - mmengine - INFO - Epoch(train) [115][4000/5005] lr: 3.8481e-02 eta: 16:14:10 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 3.6548 2022/12/07 09:54:59 - mmengine - INFO - Epoch(train) [115][4100/5005] lr: 3.8466e-02 eta: 16:13:56 time: 0.1427 data_time: 0.0017 memory: 4390 loss: 3.1091 2022/12/07 09:55:13 - mmengine - INFO - Epoch(train) [115][4200/5005] lr: 3.8451e-02 eta: 16:13:42 time: 0.1390 data_time: 0.0019 memory: 4390 loss: 3.7495 2022/12/07 09:55:27 - mmengine - INFO - Epoch(train) [115][4300/5005] lr: 3.8435e-02 eta: 16:13:29 time: 0.1383 data_time: 0.0019 memory: 4390 loss: 3.6970 2022/12/07 09:55:41 - mmengine - INFO - Epoch(train) [115][4400/5005] lr: 3.8420e-02 eta: 16:13:15 time: 0.1378 data_time: 0.0017 memory: 4390 loss: 2.5908 2022/12/07 09:55:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:55:55 - mmengine - INFO - Epoch(train) [115][4500/5005] lr: 3.8405e-02 eta: 16:13:02 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 3.2125 2022/12/07 09:56:09 - mmengine - INFO - Epoch(train) [115][4600/5005] lr: 3.8390e-02 eta: 16:12:48 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 2.8930 2022/12/07 09:56:23 - mmengine - INFO - Epoch(train) [115][4700/5005] lr: 3.8374e-02 eta: 16:12:35 time: 0.1509 data_time: 0.0019 memory: 4390 loss: 3.2093 2022/12/07 09:56:37 - mmengine - INFO - Epoch(train) [115][4800/5005] lr: 3.8359e-02 eta: 16:12:21 time: 0.1377 data_time: 0.0019 memory: 4390 loss: 3.3640 2022/12/07 09:56:51 - mmengine - INFO - Epoch(train) [115][4900/5005] lr: 3.8344e-02 eta: 16:12:07 time: 0.1393 data_time: 0.0024 memory: 4390 loss: 3.0944 2022/12/07 09:57:05 - mmengine - INFO - Epoch(train) [115][5000/5005] lr: 3.8329e-02 eta: 16:11:54 time: 0.1403 data_time: 0.0031 memory: 4390 loss: 2.9549 2022/12/07 09:57:06 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:57:06 - mmengine - INFO - Saving checkpoint at 115 epochs 2022/12/07 09:57:16 - mmengine - INFO - Epoch(val) [115][100/196] eta: 0:00:07 time: 0.0713 data_time: 0.0404 memory: 4390 2022/12/07 09:57:35 - mmengine - INFO - Epoch(val) [115][196/196] accuracy/top1: 69.4540 accuracy/top5: 89.6960 2022/12/07 09:57:50 - mmengine - INFO - Epoch(train) [116][ 100/5005] lr: 3.8313e-02 eta: 16:11:40 time: 0.1372 data_time: 0.0020 memory: 4390 loss: 3.0870 2022/12/07 09:58:04 - mmengine - INFO - Epoch(train) [116][ 200/5005] lr: 3.8297e-02 eta: 16:11:26 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.5884 2022/12/07 09:58:17 - mmengine - INFO - Epoch(train) [116][ 300/5005] lr: 3.8282e-02 eta: 16:11:13 time: 0.1371 data_time: 0.0018 memory: 4390 loss: 3.2561 2022/12/07 09:58:31 - mmengine - INFO - Epoch(train) [116][ 400/5005] lr: 3.8267e-02 eta: 16:10:59 time: 0.1374 data_time: 0.0018 memory: 4390 loss: 3.2528 2022/12/07 09:58:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 09:58:45 - mmengine - INFO - Epoch(train) [116][ 500/5005] lr: 3.8252e-02 eta: 16:10:45 time: 0.1373 data_time: 0.0017 memory: 4390 loss: 3.2760 2022/12/07 09:58:59 - mmengine - INFO - Epoch(train) [116][ 600/5005] lr: 3.8236e-02 eta: 16:10:32 time: 0.1372 data_time: 0.0017 memory: 4390 loss: 3.0810 2022/12/07 09:59:13 - mmengine - INFO - Epoch(train) [116][ 700/5005] lr: 3.8221e-02 eta: 16:10:18 time: 0.1400 data_time: 0.0018 memory: 4390 loss: 3.1073 2022/12/07 09:59:27 - mmengine - INFO - Epoch(train) [116][ 800/5005] lr: 3.8206e-02 eta: 16:10:04 time: 0.1397 data_time: 0.0019 memory: 4390 loss: 2.9949 2022/12/07 09:59:41 - mmengine - INFO - Epoch(train) [116][ 900/5005] lr: 3.8191e-02 eta: 16:09:51 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 2.9789 2022/12/07 09:59:55 - mmengine - INFO - Epoch(train) [116][1000/5005] lr: 3.8175e-02 eta: 16:09:37 time: 0.1454 data_time: 0.0019 memory: 4390 loss: 3.1106 2022/12/07 10:00:09 - mmengine - INFO - Epoch(train) [116][1100/5005] lr: 3.8160e-02 eta: 16:09:24 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 3.2819 2022/12/07 10:00:23 - mmengine - INFO - Epoch(train) [116][1200/5005] lr: 3.8145e-02 eta: 16:09:10 time: 0.1390 data_time: 0.0021 memory: 4390 loss: 3.1380 2022/12/07 10:00:37 - mmengine - INFO - Epoch(train) [116][1300/5005] lr: 3.8130e-02 eta: 16:08:57 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 3.2727 2022/12/07 10:00:51 - mmengine - INFO - Epoch(train) [116][1400/5005] lr: 3.8114e-02 eta: 16:08:43 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 3.3359 2022/12/07 10:00:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:01:05 - mmengine - INFO - Epoch(train) [116][1500/5005] lr: 3.8099e-02 eta: 16:08:29 time: 0.1388 data_time: 0.0024 memory: 4390 loss: 3.3123 2022/12/07 10:01:19 - mmengine - INFO - Epoch(train) [116][1600/5005] lr: 3.8084e-02 eta: 16:08:16 time: 0.1388 data_time: 0.0022 memory: 4390 loss: 3.0261 2022/12/07 10:01:33 - mmengine - INFO - Epoch(train) [116][1700/5005] lr: 3.8069e-02 eta: 16:08:02 time: 0.1376 data_time: 0.0019 memory: 4390 loss: 3.1806 2022/12/07 10:01:47 - mmengine - INFO - Epoch(train) [116][1800/5005] lr: 3.8053e-02 eta: 16:07:49 time: 0.1372 data_time: 0.0019 memory: 4390 loss: 2.8057 2022/12/07 10:02:01 - mmengine - INFO - Epoch(train) [116][1900/5005] lr: 3.8038e-02 eta: 16:07:35 time: 0.1376 data_time: 0.0019 memory: 4390 loss: 3.2365 2022/12/07 10:02:14 - mmengine - INFO - Epoch(train) [116][2000/5005] lr: 3.8023e-02 eta: 16:07:21 time: 0.1375 data_time: 0.0020 memory: 4390 loss: 3.5887 2022/12/07 10:02:28 - mmengine - INFO - Epoch(train) [116][2100/5005] lr: 3.8008e-02 eta: 16:07:08 time: 0.1382 data_time: 0.0019 memory: 4390 loss: 3.0395 2022/12/07 10:02:42 - mmengine - INFO - Epoch(train) [116][2200/5005] lr: 3.7992e-02 eta: 16:06:54 time: 0.1374 data_time: 0.0018 memory: 4390 loss: 3.2248 2022/12/07 10:02:56 - mmengine - INFO - Epoch(train) [116][2300/5005] lr: 3.7977e-02 eta: 16:06:40 time: 0.1381 data_time: 0.0019 memory: 4390 loss: 3.1568 2022/12/07 10:03:10 - mmengine - INFO - Epoch(train) [116][2400/5005] lr: 3.7962e-02 eta: 16:06:27 time: 0.1373 data_time: 0.0018 memory: 4390 loss: 3.2503 2022/12/07 10:03:13 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:03:24 - mmengine - INFO - Epoch(train) [116][2500/5005] lr: 3.7947e-02 eta: 16:06:13 time: 0.1377 data_time: 0.0018 memory: 4390 loss: 3.3826 2022/12/07 10:03:38 - mmengine - INFO - Epoch(train) [116][2600/5005] lr: 3.7932e-02 eta: 16:05:59 time: 0.1389 data_time: 0.0020 memory: 4390 loss: 3.4652 2022/12/07 10:03:52 - mmengine - INFO - Epoch(train) [116][2700/5005] lr: 3.7916e-02 eta: 16:05:46 time: 0.1376 data_time: 0.0017 memory: 4390 loss: 3.0172 2022/12/07 10:04:06 - mmengine - INFO - Epoch(train) [116][2800/5005] lr: 3.7901e-02 eta: 16:05:32 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 3.1017 2022/12/07 10:04:20 - mmengine - INFO - Epoch(train) [116][2900/5005] lr: 3.7886e-02 eta: 16:05:19 time: 0.1464 data_time: 0.0018 memory: 4390 loss: 3.6154 2022/12/07 10:04:34 - mmengine - INFO - Epoch(train) [116][3000/5005] lr: 3.7871e-02 eta: 16:05:05 time: 0.1375 data_time: 0.0018 memory: 4390 loss: 3.2660 2022/12/07 10:04:48 - mmengine - INFO - Epoch(train) [116][3100/5005] lr: 3.7855e-02 eta: 16:04:52 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 3.1231 2022/12/07 10:05:01 - mmengine - INFO - Epoch(train) [116][3200/5005] lr: 3.7840e-02 eta: 16:04:38 time: 0.1382 data_time: 0.0020 memory: 4390 loss: 3.5156 2022/12/07 10:05:16 - mmengine - INFO - Epoch(train) [116][3300/5005] lr: 3.7825e-02 eta: 16:04:24 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 2.9303 2022/12/07 10:05:29 - mmengine - INFO - Epoch(train) [116][3400/5005] lr: 3.7810e-02 eta: 16:04:11 time: 0.1383 data_time: 0.0018 memory: 4390 loss: 2.8806 2022/12/07 10:05:33 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:05:43 - mmengine - INFO - Epoch(train) [116][3500/5005] lr: 3.7795e-02 eta: 16:03:57 time: 0.1384 data_time: 0.0019 memory: 4390 loss: 2.6257 2022/12/07 10:05:57 - mmengine - INFO - Epoch(train) [116][3600/5005] lr: 3.7779e-02 eta: 16:03:44 time: 0.1376 data_time: 0.0018 memory: 4390 loss: 2.7919 2022/12/07 10:06:11 - mmengine - INFO - Epoch(train) [116][3700/5005] lr: 3.7764e-02 eta: 16:03:30 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 2.8984 2022/12/07 10:06:25 - mmengine - INFO - Epoch(train) [116][3800/5005] lr: 3.7749e-02 eta: 16:03:16 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 3.2550 2022/12/07 10:06:39 - mmengine - INFO - Epoch(train) [116][3900/5005] lr: 3.7734e-02 eta: 16:03:03 time: 0.1377 data_time: 0.0024 memory: 4390 loss: 3.1731 2022/12/07 10:06:53 - mmengine - INFO - Epoch(train) [116][4000/5005] lr: 3.7718e-02 eta: 16:02:49 time: 0.1375 data_time: 0.0023 memory: 4390 loss: 3.4160 2022/12/07 10:07:07 - mmengine - INFO - Epoch(train) [116][4100/5005] lr: 3.7703e-02 eta: 16:02:35 time: 0.1376 data_time: 0.0024 memory: 4390 loss: 3.2116 2022/12/07 10:07:21 - mmengine - INFO - Epoch(train) [116][4200/5005] lr: 3.7688e-02 eta: 16:02:22 time: 0.1378 data_time: 0.0023 memory: 4390 loss: 3.1372 2022/12/07 10:07:35 - mmengine - INFO - Epoch(train) [116][4300/5005] lr: 3.7673e-02 eta: 16:02:08 time: 0.1377 data_time: 0.0023 memory: 4390 loss: 3.1931 2022/12/07 10:07:49 - mmengine - INFO - Epoch(train) [116][4400/5005] lr: 3.7658e-02 eta: 16:01:55 time: 0.1376 data_time: 0.0023 memory: 4390 loss: 3.1684 2022/12/07 10:07:52 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:08:03 - mmengine - INFO - Epoch(train) [116][4500/5005] lr: 3.7642e-02 eta: 16:01:41 time: 0.1386 data_time: 0.0022 memory: 4390 loss: 2.8554 2022/12/07 10:08:17 - mmengine - INFO - Epoch(train) [116][4600/5005] lr: 3.7627e-02 eta: 16:01:27 time: 0.1376 data_time: 0.0023 memory: 4390 loss: 3.0536 2022/12/07 10:08:31 - mmengine - INFO - Epoch(train) [116][4700/5005] lr: 3.7612e-02 eta: 16:01:14 time: 0.1388 data_time: 0.0026 memory: 4390 loss: 3.1292 2022/12/07 10:08:45 - mmengine - INFO - Epoch(train) [116][4800/5005] lr: 3.7597e-02 eta: 16:01:00 time: 0.1382 data_time: 0.0026 memory: 4390 loss: 3.3318 2022/12/07 10:08:59 - mmengine - INFO - Epoch(train) [116][4900/5005] lr: 3.7582e-02 eta: 16:00:47 time: 0.1382 data_time: 0.0023 memory: 4390 loss: 3.3309 2022/12/07 10:09:13 - mmengine - INFO - Epoch(train) [116][5000/5005] lr: 3.7566e-02 eta: 16:00:33 time: 0.1385 data_time: 0.0027 memory: 4390 loss: 2.9336 2022/12/07 10:09:13 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:09:13 - mmengine - INFO - Saving checkpoint at 116 epochs 2022/12/07 10:09:24 - mmengine - INFO - Epoch(val) [116][100/196] eta: 0:00:07 time: 0.0763 data_time: 0.0456 memory: 4390 2022/12/07 10:09:43 - mmengine - INFO - Epoch(val) [116][196/196] accuracy/top1: 69.5060 accuracy/top5: 89.8340 2022/12/07 10:09:57 - mmengine - INFO - Epoch(train) [117][ 100/5005] lr: 3.7550e-02 eta: 16:00:19 time: 0.1395 data_time: 0.0022 memory: 4391 loss: 3.1241 2022/12/07 10:10:11 - mmengine - INFO - Epoch(train) [117][ 200/5005] lr: 3.7535e-02 eta: 16:00:06 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.2001 2022/12/07 10:10:25 - mmengine - INFO - Epoch(train) [117][ 300/5005] lr: 3.7520e-02 eta: 15:59:52 time: 0.1392 data_time: 0.0018 memory: 4390 loss: 3.1616 2022/12/07 10:10:39 - mmengine - INFO - Epoch(train) [117][ 400/5005] lr: 3.7505e-02 eta: 15:59:38 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.2495 2022/12/07 10:10:42 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:10:53 - mmengine - INFO - Epoch(train) [117][ 500/5005] lr: 3.7490e-02 eta: 15:59:25 time: 0.1372 data_time: 0.0018 memory: 4390 loss: 3.0543 2022/12/07 10:11:07 - mmengine - INFO - Epoch(train) [117][ 600/5005] lr: 3.7474e-02 eta: 15:59:11 time: 0.1386 data_time: 0.0019 memory: 4390 loss: 3.2599 2022/12/07 10:11:21 - mmengine - INFO - Epoch(train) [117][ 700/5005] lr: 3.7459e-02 eta: 15:58:58 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 3.6491 2022/12/07 10:11:35 - mmengine - INFO - Epoch(train) [117][ 800/5005] lr: 3.7444e-02 eta: 15:58:44 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 3.1176 2022/12/07 10:11:49 - mmengine - INFO - Epoch(train) [117][ 900/5005] lr: 3.7429e-02 eta: 15:58:30 time: 0.1386 data_time: 0.0021 memory: 4390 loss: 3.2223 2022/12/07 10:12:03 - mmengine - INFO - Epoch(train) [117][1000/5005] lr: 3.7414e-02 eta: 15:58:17 time: 0.1376 data_time: 0.0018 memory: 4390 loss: 3.0985 2022/12/07 10:12:17 - mmengine - INFO - Epoch(train) [117][1100/5005] lr: 3.7399e-02 eta: 15:58:03 time: 0.1388 data_time: 0.0018 memory: 4390 loss: 3.1185 2022/12/07 10:12:31 - mmengine - INFO - Epoch(train) [117][1200/5005] lr: 3.7383e-02 eta: 15:57:50 time: 0.1386 data_time: 0.0018 memory: 4390 loss: 2.9911 2022/12/07 10:12:45 - mmengine - INFO - Epoch(train) [117][1300/5005] lr: 3.7368e-02 eta: 15:57:36 time: 0.1377 data_time: 0.0019 memory: 4390 loss: 2.5052 2022/12/07 10:12:59 - mmengine - INFO - Epoch(train) [117][1400/5005] lr: 3.7353e-02 eta: 15:57:22 time: 0.1380 data_time: 0.0019 memory: 4390 loss: 3.4037 2022/12/07 10:13:01 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:13:13 - mmengine - INFO - Epoch(train) [117][1500/5005] lr: 3.7338e-02 eta: 15:57:09 time: 0.1380 data_time: 0.0018 memory: 4390 loss: 3.3490 2022/12/07 10:13:27 - mmengine - INFO - Epoch(train) [117][1600/5005] lr: 3.7323e-02 eta: 15:56:55 time: 0.1386 data_time: 0.0019 memory: 4390 loss: 3.3254 2022/12/07 10:13:41 - mmengine - INFO - Epoch(train) [117][1700/5005] lr: 3.7307e-02 eta: 15:56:42 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 3.0008 2022/12/07 10:13:54 - mmengine - INFO - Epoch(train) [117][1800/5005] lr: 3.7292e-02 eta: 15:56:28 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 2.9300 2022/12/07 10:14:09 - mmengine - INFO - Epoch(train) [117][1900/5005] lr: 3.7277e-02 eta: 15:56:15 time: 0.1380 data_time: 0.0018 memory: 4390 loss: 2.7049 2022/12/07 10:14:22 - mmengine - INFO - Epoch(train) [117][2000/5005] lr: 3.7262e-02 eta: 15:56:01 time: 0.1383 data_time: 0.0018 memory: 4390 loss: 3.1104 2022/12/07 10:14:36 - mmengine - INFO - Epoch(train) [117][2100/5005] lr: 3.7247e-02 eta: 15:55:47 time: 0.1388 data_time: 0.0018 memory: 4390 loss: 3.3074 2022/12/07 10:14:50 - mmengine - INFO - Epoch(train) [117][2200/5005] lr: 3.7232e-02 eta: 15:55:34 time: 0.1389 data_time: 0.0020 memory: 4390 loss: 3.0932 2022/12/07 10:15:04 - mmengine - INFO - Epoch(train) [117][2300/5005] lr: 3.7216e-02 eta: 15:55:20 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 3.2936 2022/12/07 10:15:18 - mmengine - INFO - Epoch(train) [117][2400/5005] lr: 3.7201e-02 eta: 15:55:06 time: 0.1375 data_time: 0.0017 memory: 4390 loss: 2.9605 2022/12/07 10:15:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:15:32 - mmengine - INFO - Epoch(train) [117][2500/5005] lr: 3.7186e-02 eta: 15:54:53 time: 0.1390 data_time: 0.0025 memory: 4390 loss: 3.3640 2022/12/07 10:15:46 - mmengine - INFO - Epoch(train) [117][2600/5005] lr: 3.7171e-02 eta: 15:54:39 time: 0.1378 data_time: 0.0018 memory: 4390 loss: 3.7248 2022/12/07 10:16:00 - mmengine - INFO - Epoch(train) [117][2700/5005] lr: 3.7156e-02 eta: 15:54:26 time: 0.1377 data_time: 0.0018 memory: 4390 loss: 3.2465 2022/12/07 10:16:14 - mmengine - INFO - Epoch(train) [117][2800/5005] lr: 3.7141e-02 eta: 15:54:12 time: 0.1397 data_time: 0.0019 memory: 4390 loss: 2.8437 2022/12/07 10:16:28 - mmengine - INFO - Epoch(train) [117][2900/5005] lr: 3.7125e-02 eta: 15:53:58 time: 0.1381 data_time: 0.0024 memory: 4390 loss: 3.0361 2022/12/07 10:16:42 - mmengine - INFO - Epoch(train) [117][3000/5005] lr: 3.7110e-02 eta: 15:53:45 time: 0.1374 data_time: 0.0023 memory: 4390 loss: 3.2743 2022/12/07 10:16:56 - mmengine - INFO - Epoch(train) [117][3100/5005] lr: 3.7095e-02 eta: 15:53:31 time: 0.1380 data_time: 0.0022 memory: 4390 loss: 3.3698 2022/12/07 10:17:10 - mmengine - INFO - Epoch(train) [117][3200/5005] lr: 3.7080e-02 eta: 15:53:18 time: 0.1379 data_time: 0.0024 memory: 4390 loss: 2.7718 2022/12/07 10:17:24 - mmengine - INFO - Epoch(train) [117][3300/5005] lr: 3.7065e-02 eta: 15:53:04 time: 0.1385 data_time: 0.0023 memory: 4390 loss: 3.7044 2022/12/07 10:17:38 - mmengine - INFO - Epoch(train) [117][3400/5005] lr: 3.7050e-02 eta: 15:52:50 time: 0.1376 data_time: 0.0024 memory: 4390 loss: 3.3352 2022/12/07 10:17:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:17:51 - mmengine - INFO - Epoch(train) [117][3500/5005] lr: 3.7034e-02 eta: 15:52:37 time: 0.1375 data_time: 0.0019 memory: 4390 loss: 3.3945 2022/12/07 10:18:05 - mmengine - INFO - Epoch(train) [117][3600/5005] lr: 3.7019e-02 eta: 15:52:23 time: 0.1380 data_time: 0.0018 memory: 4390 loss: 3.0730 2022/12/07 10:18:19 - mmengine - INFO - Epoch(train) [117][3700/5005] lr: 3.7004e-02 eta: 15:52:09 time: 0.1376 data_time: 0.0018 memory: 4390 loss: 2.8515 2022/12/07 10:18:33 - mmengine - INFO - Epoch(train) [117][3800/5005] lr: 3.6989e-02 eta: 15:51:56 time: 0.1374 data_time: 0.0019 memory: 4390 loss: 3.2323 2022/12/07 10:18:47 - mmengine - INFO - Epoch(train) [117][3900/5005] lr: 3.6974e-02 eta: 15:51:42 time: 0.1378 data_time: 0.0018 memory: 4390 loss: 3.1799 2022/12/07 10:19:01 - mmengine - INFO - Epoch(train) [117][4000/5005] lr: 3.6959e-02 eta: 15:51:28 time: 0.1392 data_time: 0.0026 memory: 4390 loss: 2.8385 2022/12/07 10:19:15 - mmengine - INFO - Epoch(train) [117][4100/5005] lr: 3.6944e-02 eta: 15:51:15 time: 0.1390 data_time: 0.0026 memory: 4390 loss: 3.2585 2022/12/07 10:19:29 - mmengine - INFO - Epoch(train) [117][4200/5005] lr: 3.6928e-02 eta: 15:51:01 time: 0.1375 data_time: 0.0018 memory: 4390 loss: 2.9680 2022/12/07 10:19:43 - mmengine - INFO - Epoch(train) [117][4300/5005] lr: 3.6913e-02 eta: 15:50:48 time: 0.1458 data_time: 0.0019 memory: 4390 loss: 3.1111 2022/12/07 10:19:57 - mmengine - INFO - Epoch(train) [117][4400/5005] lr: 3.6898e-02 eta: 15:50:34 time: 0.1382 data_time: 0.0018 memory: 4390 loss: 3.4641 2022/12/07 10:20:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:20:11 - mmengine - INFO - Epoch(train) [117][4500/5005] lr: 3.6883e-02 eta: 15:50:21 time: 0.1376 data_time: 0.0018 memory: 4390 loss: 2.9490 2022/12/07 10:20:25 - mmengine - INFO - Epoch(train) [117][4600/5005] lr: 3.6868e-02 eta: 15:50:07 time: 0.1374 data_time: 0.0018 memory: 4390 loss: 3.1024 2022/12/07 10:20:39 - mmengine - INFO - Epoch(train) [117][4700/5005] lr: 3.6853e-02 eta: 15:49:53 time: 0.1391 data_time: 0.0018 memory: 4390 loss: 2.8527 2022/12/07 10:20:53 - mmengine - INFO - Epoch(train) [117][4800/5005] lr: 3.6838e-02 eta: 15:49:40 time: 0.1396 data_time: 0.0019 memory: 4390 loss: 3.4093 2022/12/07 10:21:07 - mmengine - INFO - Epoch(train) [117][4900/5005] lr: 3.6822e-02 eta: 15:49:26 time: 0.1385 data_time: 0.0019 memory: 4390 loss: 3.4828 2022/12/07 10:21:21 - mmengine - INFO - Epoch(train) [117][5000/5005] lr: 3.6807e-02 eta: 15:49:12 time: 0.1386 data_time: 0.0027 memory: 4390 loss: 2.6984 2022/12/07 10:21:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:21:21 - mmengine - INFO - Saving checkpoint at 117 epochs 2022/12/07 10:21:31 - mmengine - INFO - Epoch(val) [117][100/196] eta: 0:00:07 time: 0.0757 data_time: 0.0444 memory: 4391 2022/12/07 10:21:50 - mmengine - INFO - Epoch(val) [117][196/196] accuracy/top1: 70.0780 accuracy/top5: 90.0180 2022/12/07 10:22:05 - mmengine - INFO - Epoch(train) [118][ 100/5005] lr: 3.6791e-02 eta: 15:48:59 time: 0.1401 data_time: 0.0018 memory: 4390 loss: 3.0709 2022/12/07 10:22:19 - mmengine - INFO - Epoch(train) [118][ 200/5005] lr: 3.6776e-02 eta: 15:48:45 time: 0.1412 data_time: 0.0019 memory: 4390 loss: 3.1790 2022/12/07 10:22:33 - mmengine - INFO - Epoch(train) [118][ 300/5005] lr: 3.6761e-02 eta: 15:48:32 time: 0.1379 data_time: 0.0019 memory: 4390 loss: 2.9027 2022/12/07 10:22:47 - mmengine - INFO - Epoch(train) [118][ 400/5005] lr: 3.6746e-02 eta: 15:48:18 time: 0.1388 data_time: 0.0017 memory: 4390 loss: 3.0068 2022/12/07 10:22:49 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:23:01 - mmengine - INFO - Epoch(train) [118][ 500/5005] lr: 3.6731e-02 eta: 15:48:05 time: 0.1396 data_time: 0.0018 memory: 4390 loss: 3.2427 2022/12/07 10:23:15 - mmengine - INFO - Epoch(train) [118][ 600/5005] lr: 3.6716e-02 eta: 15:47:51 time: 0.1378 data_time: 0.0021 memory: 4390 loss: 3.3246 2022/12/07 10:23:29 - mmengine - INFO - Epoch(train) [118][ 700/5005] lr: 3.6701e-02 eta: 15:47:37 time: 0.1378 data_time: 0.0019 memory: 4390 loss: 2.8571 2022/12/07 10:23:43 - mmengine - INFO - Epoch(train) [118][ 800/5005] lr: 3.6685e-02 eta: 15:47:24 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 2.7652 2022/12/07 10:23:57 - mmengine - INFO - Epoch(train) [118][ 900/5005] lr: 3.6670e-02 eta: 15:47:10 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 3.2239 2022/12/07 10:24:11 - mmengine - INFO - Epoch(train) [118][1000/5005] lr: 3.6655e-02 eta: 15:46:57 time: 0.1381 data_time: 0.0020 memory: 4390 loss: 3.2859 2022/12/07 10:24:25 - mmengine - INFO - Epoch(train) [118][1100/5005] lr: 3.6640e-02 eta: 15:46:43 time: 0.1380 data_time: 0.0020 memory: 4390 loss: 3.1497 2022/12/07 10:24:39 - mmengine - INFO - Epoch(train) [118][1200/5005] lr: 3.6625e-02 eta: 15:46:30 time: 0.1394 data_time: 0.0021 memory: 4390 loss: 3.3313 2022/12/07 10:24:53 - mmengine - INFO - Epoch(train) [118][1300/5005] lr: 3.6610e-02 eta: 15:46:16 time: 0.1388 data_time: 0.0018 memory: 4390 loss: 3.0074 2022/12/07 10:25:07 - mmengine - INFO - Epoch(train) [118][1400/5005] lr: 3.6595e-02 eta: 15:46:02 time: 0.1389 data_time: 0.0020 memory: 4390 loss: 3.1027 2022/12/07 10:25:09 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:25:21 - mmengine - INFO - Epoch(train) [118][1500/5005] lr: 3.6580e-02 eta: 15:45:49 time: 0.1382 data_time: 0.0021 memory: 4390 loss: 2.8510 2022/12/07 10:25:35 - mmengine - INFO - Epoch(train) [118][1600/5005] lr: 3.6564e-02 eta: 15:45:35 time: 0.1378 data_time: 0.0020 memory: 4390 loss: 3.0627 2022/12/07 10:25:49 - mmengine - INFO - Epoch(train) [118][1700/5005] lr: 3.6549e-02 eta: 15:45:22 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 3.2616 2022/12/07 10:26:03 - mmengine - INFO - Epoch(train) [118][1800/5005] lr: 3.6534e-02 eta: 15:45:08 time: 0.1390 data_time: 0.0017 memory: 4390 loss: 2.9077 2022/12/07 10:26:17 - mmengine - INFO - Epoch(train) [118][1900/5005] lr: 3.6519e-02 eta: 15:44:55 time: 0.1394 data_time: 0.0019 memory: 4390 loss: 3.3154 2022/12/07 10:26:32 - mmengine - INFO - Epoch(train) [118][2000/5005] lr: 3.6504e-02 eta: 15:44:41 time: 0.1411 data_time: 0.0018 memory: 4390 loss: 3.2831 2022/12/07 10:26:45 - mmengine - INFO - Epoch(train) [118][2100/5005] lr: 3.6489e-02 eta: 15:44:28 time: 0.1387 data_time: 0.0020 memory: 4390 loss: 3.3226 2022/12/07 10:26:59 - mmengine - INFO - Epoch(train) [118][2200/5005] lr: 3.6474e-02 eta: 15:44:14 time: 0.1382 data_time: 0.0021 memory: 4390 loss: 3.3322 2022/12/07 10:27:13 - mmengine - INFO - Epoch(train) [118][2300/5005] lr: 3.6459e-02 eta: 15:44:00 time: 0.1397 data_time: 0.0017 memory: 4390 loss: 3.6077 2022/12/07 10:27:28 - mmengine - INFO - Epoch(train) [118][2400/5005] lr: 3.6444e-02 eta: 15:43:47 time: 0.1380 data_time: 0.0018 memory: 4390 loss: 3.2056 2022/12/07 10:27:30 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:27:41 - mmengine - INFO - Epoch(train) [118][2500/5005] lr: 3.6429e-02 eta: 15:43:33 time: 0.1377 data_time: 0.0017 memory: 4390 loss: 3.0363 2022/12/07 10:27:55 - mmengine - INFO - Epoch(train) [118][2600/5005] lr: 3.6413e-02 eta: 15:43:20 time: 0.1386 data_time: 0.0017 memory: 4390 loss: 3.1450 2022/12/07 10:28:09 - mmengine - INFO - Epoch(train) [118][2700/5005] lr: 3.6398e-02 eta: 15:43:06 time: 0.1397 data_time: 0.0018 memory: 4390 loss: 2.9498 2022/12/07 10:28:23 - mmengine - INFO - Epoch(train) [118][2800/5005] lr: 3.6383e-02 eta: 15:42:53 time: 0.1378 data_time: 0.0018 memory: 4390 loss: 3.7587 2022/12/07 10:28:38 - mmengine - INFO - Epoch(train) [118][2900/5005] lr: 3.6368e-02 eta: 15:42:39 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 3.3523 2022/12/07 10:28:52 - mmengine - INFO - Epoch(train) [118][3000/5005] lr: 3.6353e-02 eta: 15:42:25 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 2.9259 2022/12/07 10:29:05 - mmengine - INFO - Epoch(train) [118][3100/5005] lr: 3.6338e-02 eta: 15:42:12 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 2.8981 2022/12/07 10:29:19 - mmengine - INFO - Epoch(train) [118][3200/5005] lr: 3.6323e-02 eta: 15:41:58 time: 0.1389 data_time: 0.0018 memory: 4390 loss: 2.7663 2022/12/07 10:29:33 - mmengine - INFO - Epoch(train) [118][3300/5005] lr: 3.6308e-02 eta: 15:41:45 time: 0.1378 data_time: 0.0021 memory: 4390 loss: 3.5598 2022/12/07 10:29:47 - mmengine - INFO - Epoch(train) [118][3400/5005] lr: 3.6293e-02 eta: 15:41:31 time: 0.1377 data_time: 0.0023 memory: 4390 loss: 2.6194 2022/12/07 10:29:49 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:30:01 - mmengine - INFO - Epoch(train) [118][3500/5005] lr: 3.6278e-02 eta: 15:41:17 time: 0.1385 data_time: 0.0025 memory: 4390 loss: 2.9484 2022/12/07 10:30:15 - mmengine - INFO - Epoch(train) [118][3600/5005] lr: 3.6262e-02 eta: 15:41:04 time: 0.1373 data_time: 0.0024 memory: 4390 loss: 3.0271 2022/12/07 10:30:29 - mmengine - INFO - Epoch(train) [118][3700/5005] lr: 3.6247e-02 eta: 15:40:50 time: 0.1373 data_time: 0.0023 memory: 4390 loss: 3.3432 2022/12/07 10:30:43 - mmengine - INFO - Epoch(train) [118][3800/5005] lr: 3.6232e-02 eta: 15:40:36 time: 0.1379 data_time: 0.0024 memory: 4390 loss: 3.3559 2022/12/07 10:30:57 - mmengine - INFO - Epoch(train) [118][3900/5005] lr: 3.6217e-02 eta: 15:40:23 time: 0.1372 data_time: 0.0023 memory: 4390 loss: 3.3810 2022/12/07 10:31:11 - mmengine - INFO - Epoch(train) [118][4000/5005] lr: 3.6202e-02 eta: 15:40:09 time: 0.1377 data_time: 0.0024 memory: 4390 loss: 3.5158 2022/12/07 10:31:25 - mmengine - INFO - Epoch(train) [118][4100/5005] lr: 3.6187e-02 eta: 15:39:56 time: 0.1374 data_time: 0.0023 memory: 4390 loss: 2.9604 2022/12/07 10:31:39 - mmengine - INFO - Epoch(train) [118][4200/5005] lr: 3.6172e-02 eta: 15:39:42 time: 0.1373 data_time: 0.0022 memory: 4390 loss: 3.0647 2022/12/07 10:31:53 - mmengine - INFO - Epoch(train) [118][4300/5005] lr: 3.6157e-02 eta: 15:39:28 time: 0.1374 data_time: 0.0023 memory: 4390 loss: 3.4418 2022/12/07 10:32:07 - mmengine - INFO - Epoch(train) [118][4400/5005] lr: 3.6142e-02 eta: 15:39:15 time: 0.1377 data_time: 0.0023 memory: 4390 loss: 2.8775 2022/12/07 10:32:09 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:32:21 - mmengine - INFO - Epoch(train) [118][4500/5005] lr: 3.6127e-02 eta: 15:39:01 time: 0.1435 data_time: 0.0024 memory: 4390 loss: 3.0456 2022/12/07 10:32:34 - mmengine - INFO - Epoch(train) [118][4600/5005] lr: 3.6112e-02 eta: 15:38:47 time: 0.1386 data_time: 0.0023 memory: 4390 loss: 2.8388 2022/12/07 10:32:48 - mmengine - INFO - Epoch(train) [118][4700/5005] lr: 3.6097e-02 eta: 15:38:34 time: 0.1389 data_time: 0.0025 memory: 4390 loss: 3.2908 2022/12/07 10:33:03 - mmengine - INFO - Epoch(train) [118][4800/5005] lr: 3.6081e-02 eta: 15:38:20 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.2374 2022/12/07 10:33:16 - mmengine - INFO - Epoch(train) [118][4900/5005] lr: 3.6066e-02 eta: 15:38:07 time: 0.1384 data_time: 0.0017 memory: 4390 loss: 3.1935 2022/12/07 10:33:31 - mmengine - INFO - Epoch(train) [118][5000/5005] lr: 3.6051e-02 eta: 15:37:53 time: 0.1398 data_time: 0.0021 memory: 4390 loss: 3.2280 2022/12/07 10:33:31 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:33:31 - mmengine - INFO - Saving checkpoint at 118 epochs 2022/12/07 10:33:42 - mmengine - INFO - Epoch(val) [118][100/196] eta: 0:00:07 time: 0.0804 data_time: 0.0500 memory: 4390 2022/12/07 10:34:01 - mmengine - INFO - Epoch(val) [118][196/196] accuracy/top1: 69.6960 accuracy/top5: 89.7820 2022/12/07 10:34:16 - mmengine - INFO - Epoch(train) [119][ 100/5005] lr: 3.6036e-02 eta: 15:37:39 time: 0.1398 data_time: 0.0023 memory: 4390 loss: 3.1961 2022/12/07 10:34:30 - mmengine - INFO - Epoch(train) [119][ 200/5005] lr: 3.6020e-02 eta: 15:37:26 time: 0.1384 data_time: 0.0020 memory: 4390 loss: 2.6690 2022/12/07 10:34:44 - mmengine - INFO - Epoch(train) [119][ 300/5005] lr: 3.6005e-02 eta: 15:37:12 time: 0.1383 data_time: 0.0022 memory: 4390 loss: 2.7090 2022/12/07 10:34:58 - mmengine - INFO - Epoch(train) [119][ 400/5005] lr: 3.5990e-02 eta: 15:36:59 time: 0.1402 data_time: 0.0019 memory: 4390 loss: 3.3983 2022/12/07 10:34:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:35:12 - mmengine - INFO - Epoch(train) [119][ 500/5005] lr: 3.5975e-02 eta: 15:36:45 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 3.1452 2022/12/07 10:35:26 - mmengine - INFO - Epoch(train) [119][ 600/5005] lr: 3.5960e-02 eta: 15:36:32 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 2.7958 2022/12/07 10:35:40 - mmengine - INFO - Epoch(train) [119][ 700/5005] lr: 3.5945e-02 eta: 15:36:18 time: 0.1381 data_time: 0.0019 memory: 4390 loss: 2.7442 2022/12/07 10:35:54 - mmengine - INFO - Epoch(train) [119][ 800/5005] lr: 3.5930e-02 eta: 15:36:05 time: 0.1380 data_time: 0.0018 memory: 4390 loss: 3.2597 2022/12/07 10:36:08 - mmengine - INFO - Epoch(train) [119][ 900/5005] lr: 3.5915e-02 eta: 15:35:51 time: 0.1414 data_time: 0.0019 memory: 4390 loss: 3.0544 2022/12/07 10:36:22 - mmengine - INFO - Epoch(train) [119][1000/5005] lr: 3.5900e-02 eta: 15:35:38 time: 0.1392 data_time: 0.0022 memory: 4390 loss: 2.9694 2022/12/07 10:36:36 - mmengine - INFO - Epoch(train) [119][1100/5005] lr: 3.5885e-02 eta: 15:35:24 time: 0.1390 data_time: 0.0019 memory: 4390 loss: 3.1216 2022/12/07 10:36:50 - mmengine - INFO - Epoch(train) [119][1200/5005] lr: 3.5870e-02 eta: 15:35:11 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 3.5545 2022/12/07 10:37:04 - mmengine - INFO - Epoch(train) [119][1300/5005] lr: 3.5855e-02 eta: 15:34:57 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 3.0175 2022/12/07 10:37:18 - mmengine - INFO - Epoch(train) [119][1400/5005] lr: 3.5840e-02 eta: 15:34:43 time: 0.1390 data_time: 0.0024 memory: 4390 loss: 2.6168 2022/12/07 10:37:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:37:32 - mmengine - INFO - Epoch(train) [119][1500/5005] lr: 3.5825e-02 eta: 15:34:30 time: 0.1397 data_time: 0.0019 memory: 4390 loss: 3.2017 2022/12/07 10:37:46 - mmengine - INFO - Epoch(train) [119][1600/5005] lr: 3.5810e-02 eta: 15:34:16 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 2.7910 2022/12/07 10:38:01 - mmengine - INFO - Epoch(train) [119][1700/5005] lr: 3.5795e-02 eta: 15:34:03 time: 0.1409 data_time: 0.0019 memory: 4390 loss: 3.5536 2022/12/07 10:38:15 - mmengine - INFO - Epoch(train) [119][1800/5005] lr: 3.5780e-02 eta: 15:33:49 time: 0.1433 data_time: 0.0019 memory: 4390 loss: 3.0654 2022/12/07 10:38:29 - mmengine - INFO - Epoch(train) [119][1900/5005] lr: 3.5765e-02 eta: 15:33:36 time: 0.1394 data_time: 0.0018 memory: 4390 loss: 3.0953 2022/12/07 10:38:43 - mmengine - INFO - Epoch(train) [119][2000/5005] lr: 3.5749e-02 eta: 15:33:22 time: 0.1394 data_time: 0.0018 memory: 4390 loss: 2.9521 2022/12/07 10:38:57 - mmengine - INFO - Epoch(train) [119][2100/5005] lr: 3.5734e-02 eta: 15:33:09 time: 0.1437 data_time: 0.0018 memory: 4390 loss: 3.0486 2022/12/07 10:39:11 - mmengine - INFO - Epoch(train) [119][2200/5005] lr: 3.5719e-02 eta: 15:32:55 time: 0.1403 data_time: 0.0018 memory: 4390 loss: 2.9980 2022/12/07 10:39:25 - mmengine - INFO - Epoch(train) [119][2300/5005] lr: 3.5704e-02 eta: 15:32:42 time: 0.1400 data_time: 0.0018 memory: 4390 loss: 3.5436 2022/12/07 10:39:39 - mmengine - INFO - Epoch(train) [119][2400/5005] lr: 3.5689e-02 eta: 15:32:28 time: 0.1394 data_time: 0.0019 memory: 4390 loss: 2.9984 2022/12/07 10:39:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:39:53 - mmengine - INFO - Epoch(train) [119][2500/5005] lr: 3.5674e-02 eta: 15:32:15 time: 0.1395 data_time: 0.0019 memory: 4390 loss: 2.9809 2022/12/07 10:40:08 - mmengine - INFO - Epoch(train) [119][2600/5005] lr: 3.5659e-02 eta: 15:32:01 time: 0.1395 data_time: 0.0018 memory: 4390 loss: 3.4384 2022/12/07 10:40:22 - mmengine - INFO - Epoch(train) [119][2700/5005] lr: 3.5644e-02 eta: 15:31:48 time: 0.1402 data_time: 0.0018 memory: 4390 loss: 3.6173 2022/12/07 10:40:36 - mmengine - INFO - Epoch(train) [119][2800/5005] lr: 3.5629e-02 eta: 15:31:34 time: 0.1396 data_time: 0.0020 memory: 4390 loss: 3.5642 2022/12/07 10:40:50 - mmengine - INFO - Epoch(train) [119][2900/5005] lr: 3.5614e-02 eta: 15:31:21 time: 0.1397 data_time: 0.0024 memory: 4390 loss: 2.7895 2022/12/07 10:41:04 - mmengine - INFO - Epoch(train) [119][3000/5005] lr: 3.5599e-02 eta: 15:31:07 time: 0.1414 data_time: 0.0019 memory: 4390 loss: 2.8761 2022/12/07 10:41:18 - mmengine - INFO - Epoch(train) [119][3100/5005] lr: 3.5584e-02 eta: 15:30:54 time: 0.1413 data_time: 0.0018 memory: 4390 loss: 2.9982 2022/12/07 10:41:32 - mmengine - INFO - Epoch(train) [119][3200/5005] lr: 3.5569e-02 eta: 15:30:40 time: 0.1414 data_time: 0.0021 memory: 4390 loss: 3.6710 2022/12/07 10:41:47 - mmengine - INFO - Epoch(train) [119][3300/5005] lr: 3.5554e-02 eta: 15:30:27 time: 0.1404 data_time: 0.0019 memory: 4390 loss: 2.6659 2022/12/07 10:42:01 - mmengine - INFO - Epoch(train) [119][3400/5005] lr: 3.5539e-02 eta: 15:30:13 time: 0.1397 data_time: 0.0022 memory: 4390 loss: 3.1662 2022/12/07 10:42:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:42:15 - mmengine - INFO - Epoch(train) [119][3500/5005] lr: 3.5524e-02 eta: 15:30:00 time: 0.1406 data_time: 0.0024 memory: 4390 loss: 3.1313 2022/12/07 10:42:29 - mmengine - INFO - Epoch(train) [119][3600/5005] lr: 3.5509e-02 eta: 15:29:46 time: 0.1385 data_time: 0.0021 memory: 4390 loss: 2.7394 2022/12/07 10:42:43 - mmengine - INFO - Epoch(train) [119][3700/5005] lr: 3.5494e-02 eta: 15:29:33 time: 0.1384 data_time: 0.0024 memory: 4390 loss: 3.1101 2022/12/07 10:42:57 - mmengine - INFO - Epoch(train) [119][3800/5005] lr: 3.5479e-02 eta: 15:29:19 time: 0.1373 data_time: 0.0023 memory: 4390 loss: 3.3290 2022/12/07 10:43:11 - mmengine - INFO - Epoch(train) [119][3900/5005] lr: 3.5464e-02 eta: 15:29:06 time: 0.1384 data_time: 0.0025 memory: 4390 loss: 2.6767 2022/12/07 10:43:25 - mmengine - INFO - Epoch(train) [119][4000/5005] lr: 3.5449e-02 eta: 15:28:52 time: 0.1389 data_time: 0.0023 memory: 4390 loss: 3.4120 2022/12/07 10:43:39 - mmengine - INFO - Epoch(train) [119][4100/5005] lr: 3.5434e-02 eta: 15:28:38 time: 0.1382 data_time: 0.0024 memory: 4390 loss: 2.7775 2022/12/07 10:43:53 - mmengine - INFO - Epoch(train) [119][4200/5005] lr: 3.5419e-02 eta: 15:28:25 time: 0.1382 data_time: 0.0024 memory: 4390 loss: 2.9149 2022/12/07 10:44:07 - mmengine - INFO - Epoch(train) [119][4300/5005] lr: 3.5404e-02 eta: 15:28:11 time: 0.1382 data_time: 0.0024 memory: 4390 loss: 3.0590 2022/12/07 10:44:21 - mmengine - INFO - Epoch(train) [119][4400/5005] lr: 3.5389e-02 eta: 15:27:58 time: 0.1383 data_time: 0.0025 memory: 4390 loss: 2.8797 2022/12/07 10:44:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:44:35 - mmengine - INFO - Epoch(train) [119][4500/5005] lr: 3.5374e-02 eta: 15:27:44 time: 0.1382 data_time: 0.0024 memory: 4390 loss: 3.0151 2022/12/07 10:44:49 - mmengine - INFO - Epoch(train) [119][4600/5005] lr: 3.5359e-02 eta: 15:27:30 time: 0.1380 data_time: 0.0024 memory: 4390 loss: 3.5151 2022/12/07 10:45:03 - mmengine - INFO - Epoch(train) [119][4700/5005] lr: 3.5344e-02 eta: 15:27:17 time: 0.1377 data_time: 0.0023 memory: 4390 loss: 2.9473 2022/12/07 10:45:17 - mmengine - INFO - Epoch(train) [119][4800/5005] lr: 3.5329e-02 eta: 15:27:03 time: 0.1378 data_time: 0.0023 memory: 4390 loss: 2.6886 2022/12/07 10:45:31 - mmengine - INFO - Epoch(train) [119][4900/5005] lr: 3.5314e-02 eta: 15:26:50 time: 0.1476 data_time: 0.0025 memory: 4390 loss: 2.9611 2022/12/07 10:45:45 - mmengine - INFO - Epoch(train) [119][5000/5005] lr: 3.5299e-02 eta: 15:26:36 time: 0.1404 data_time: 0.0033 memory: 4390 loss: 3.0512 2022/12/07 10:45:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:45:45 - mmengine - INFO - Saving checkpoint at 119 epochs 2022/12/07 10:45:56 - mmengine - INFO - Epoch(val) [119][100/196] eta: 0:00:07 time: 0.0818 data_time: 0.0507 memory: 4390 2022/12/07 10:46:15 - mmengine - INFO - Epoch(val) [119][196/196] accuracy/top1: 70.1640 accuracy/top5: 89.8040 2022/12/07 10:46:29 - mmengine - INFO - Epoch(train) [120][ 100/5005] lr: 3.5283e-02 eta: 15:26:22 time: 0.1387 data_time: 0.0018 memory: 4391 loss: 3.0327 2022/12/07 10:46:43 - mmengine - INFO - Epoch(train) [120][ 200/5005] lr: 3.5268e-02 eta: 15:26:08 time: 0.1390 data_time: 0.0018 memory: 4390 loss: 3.5215 2022/12/07 10:46:57 - mmengine - INFO - Epoch(train) [120][ 300/5005] lr: 3.5253e-02 eta: 15:25:55 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.3576 2022/12/07 10:47:11 - mmengine - INFO - Epoch(train) [120][ 400/5005] lr: 3.5238e-02 eta: 15:25:41 time: 0.1397 data_time: 0.0019 memory: 4390 loss: 3.4263 2022/12/07 10:47:12 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:47:25 - mmengine - INFO - Epoch(train) [120][ 500/5005] lr: 3.5223e-02 eta: 15:25:28 time: 0.1397 data_time: 0.0018 memory: 4390 loss: 3.1336 2022/12/07 10:47:39 - mmengine - INFO - Epoch(train) [120][ 600/5005] lr: 3.5208e-02 eta: 15:25:14 time: 0.1381 data_time: 0.0019 memory: 4390 loss: 3.3811 2022/12/07 10:47:53 - mmengine - INFO - Epoch(train) [120][ 700/5005] lr: 3.5193e-02 eta: 15:25:01 time: 0.1417 data_time: 0.0017 memory: 4390 loss: 2.7682 2022/12/07 10:48:07 - mmengine - INFO - Epoch(train) [120][ 800/5005] lr: 3.5178e-02 eta: 15:24:47 time: 0.1390 data_time: 0.0018 memory: 4390 loss: 2.9809 2022/12/07 10:48:22 - mmengine - INFO - Epoch(train) [120][ 900/5005] lr: 3.5163e-02 eta: 15:24:34 time: 0.1398 data_time: 0.0028 memory: 4390 loss: 3.3349 2022/12/07 10:48:36 - mmengine - INFO - Epoch(train) [120][1000/5005] lr: 3.5148e-02 eta: 15:24:20 time: 0.1398 data_time: 0.0019 memory: 4390 loss: 3.1309 2022/12/07 10:48:50 - mmengine - INFO - Epoch(train) [120][1100/5005] lr: 3.5133e-02 eta: 15:24:07 time: 0.1414 data_time: 0.0019 memory: 4390 loss: 3.2192 2022/12/07 10:49:04 - mmengine - INFO - Epoch(train) [120][1200/5005] lr: 3.5118e-02 eta: 15:23:53 time: 0.1401 data_time: 0.0018 memory: 4390 loss: 3.4388 2022/12/07 10:49:18 - mmengine - INFO - Epoch(train) [120][1300/5005] lr: 3.5103e-02 eta: 15:23:40 time: 0.1397 data_time: 0.0018 memory: 4390 loss: 3.0861 2022/12/07 10:49:32 - mmengine - INFO - Epoch(train) [120][1400/5005] lr: 3.5088e-02 eta: 15:23:26 time: 0.1391 data_time: 0.0018 memory: 4390 loss: 2.8610 2022/12/07 10:49:33 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:49:46 - mmengine - INFO - Epoch(train) [120][1500/5005] lr: 3.5073e-02 eta: 15:23:13 time: 0.1391 data_time: 0.0017 memory: 4390 loss: 3.4144 2022/12/07 10:50:00 - mmengine - INFO - Epoch(train) [120][1600/5005] lr: 3.5058e-02 eta: 15:22:59 time: 0.1391 data_time: 0.0018 memory: 4390 loss: 3.0603 2022/12/07 10:50:14 - mmengine - INFO - Epoch(train) [120][1700/5005] lr: 3.5043e-02 eta: 15:22:46 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 3.1737 2022/12/07 10:50:28 - mmengine - INFO - Epoch(train) [120][1800/5005] lr: 3.5028e-02 eta: 15:22:32 time: 0.1390 data_time: 0.0018 memory: 4390 loss: 3.2827 2022/12/07 10:50:42 - mmengine - INFO - Epoch(train) [120][1900/5005] lr: 3.5013e-02 eta: 15:22:18 time: 0.1388 data_time: 0.0018 memory: 4390 loss: 2.9250 2022/12/07 10:50:56 - mmengine - INFO - Epoch(train) [120][2000/5005] lr: 3.4998e-02 eta: 15:22:05 time: 0.1401 data_time: 0.0019 memory: 4390 loss: 2.7854 2022/12/07 10:51:10 - mmengine - INFO - Epoch(train) [120][2100/5005] lr: 3.4983e-02 eta: 15:21:51 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 3.2780 2022/12/07 10:51:24 - mmengine - INFO - Epoch(train) [120][2200/5005] lr: 3.4969e-02 eta: 15:21:38 time: 0.1389 data_time: 0.0018 memory: 4390 loss: 3.0890 2022/12/07 10:51:39 - mmengine - INFO - Epoch(train) [120][2300/5005] lr: 3.4954e-02 eta: 15:21:24 time: 0.1397 data_time: 0.0019 memory: 4390 loss: 2.8038 2022/12/07 10:51:53 - mmengine - INFO - Epoch(train) [120][2400/5005] lr: 3.4939e-02 eta: 15:21:11 time: 0.1404 data_time: 0.0018 memory: 4390 loss: 2.9426 2022/12/07 10:51:53 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:52:07 - mmengine - INFO - Epoch(train) [120][2500/5005] lr: 3.4924e-02 eta: 15:20:57 time: 0.1396 data_time: 0.0019 memory: 4390 loss: 3.3026 2022/12/07 10:52:21 - mmengine - INFO - Epoch(train) [120][2600/5005] lr: 3.4909e-02 eta: 15:20:44 time: 0.1438 data_time: 0.0019 memory: 4390 loss: 2.9410 2022/12/07 10:52:35 - mmengine - INFO - Epoch(train) [120][2700/5005] lr: 3.4894e-02 eta: 15:20:30 time: 0.1391 data_time: 0.0018 memory: 4390 loss: 3.0016 2022/12/07 10:52:49 - mmengine - INFO - Epoch(train) [120][2800/5005] lr: 3.4879e-02 eta: 15:20:17 time: 0.1397 data_time: 0.0019 memory: 4390 loss: 3.0520 2022/12/07 10:53:03 - mmengine - INFO - Epoch(train) [120][2900/5005] lr: 3.4864e-02 eta: 15:20:03 time: 0.1397 data_time: 0.0019 memory: 4390 loss: 3.9533 2022/12/07 10:53:17 - mmengine - INFO - Epoch(train) [120][3000/5005] lr: 3.4849e-02 eta: 15:19:50 time: 0.1427 data_time: 0.0018 memory: 4390 loss: 3.1669 2022/12/07 10:53:31 - mmengine - INFO - Epoch(train) [120][3100/5005] lr: 3.4834e-02 eta: 15:19:36 time: 0.1388 data_time: 0.0018 memory: 4390 loss: 3.2785 2022/12/07 10:53:45 - mmengine - INFO - Epoch(train) [120][3200/5005] lr: 3.4819e-02 eta: 15:19:22 time: 0.1393 data_time: 0.0019 memory: 4390 loss: 3.3798 2022/12/07 10:53:59 - mmengine - INFO - Epoch(train) [120][3300/5005] lr: 3.4804e-02 eta: 15:19:09 time: 0.1396 data_time: 0.0018 memory: 4390 loss: 2.9011 2022/12/07 10:54:13 - mmengine - INFO - Epoch(train) [120][3400/5005] lr: 3.4789e-02 eta: 15:18:55 time: 0.1391 data_time: 0.0018 memory: 4390 loss: 3.4882 2022/12/07 10:54:14 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:54:27 - mmengine - INFO - Epoch(train) [120][3500/5005] lr: 3.4774e-02 eta: 15:18:42 time: 0.1390 data_time: 0.0018 memory: 4390 loss: 3.3050 2022/12/07 10:54:41 - mmengine - INFO - Epoch(train) [120][3600/5005] lr: 3.4759e-02 eta: 15:18:28 time: 0.1389 data_time: 0.0018 memory: 4390 loss: 3.1132 2022/12/07 10:54:56 - mmengine - INFO - Epoch(train) [120][3700/5005] lr: 3.4744e-02 eta: 15:18:15 time: 0.1412 data_time: 0.0018 memory: 4390 loss: 3.1418 2022/12/07 10:55:10 - mmengine - INFO - Epoch(train) [120][3800/5005] lr: 3.4729e-02 eta: 15:18:01 time: 0.1393 data_time: 0.0018 memory: 4390 loss: 3.2779 2022/12/07 10:55:24 - mmengine - INFO - Epoch(train) [120][3900/5005] lr: 3.4714e-02 eta: 15:17:48 time: 0.1396 data_time: 0.0018 memory: 4390 loss: 2.8346 2022/12/07 10:55:38 - mmengine - INFO - Epoch(train) [120][4000/5005] lr: 3.4699e-02 eta: 15:17:34 time: 0.1389 data_time: 0.0018 memory: 4390 loss: 3.3171 2022/12/07 10:55:52 - mmengine - INFO - Epoch(train) [120][4100/5005] lr: 3.4684e-02 eta: 15:17:21 time: 0.1395 data_time: 0.0018 memory: 4390 loss: 2.9267 2022/12/07 10:56:06 - mmengine - INFO - Epoch(train) [120][4200/5005] lr: 3.4669e-02 eta: 15:17:07 time: 0.1397 data_time: 0.0018 memory: 4390 loss: 2.9824 2022/12/07 10:56:20 - mmengine - INFO - Epoch(train) [120][4300/5005] lr: 3.4655e-02 eta: 15:16:54 time: 0.1396 data_time: 0.0018 memory: 4390 loss: 2.9606 2022/12/07 10:56:34 - mmengine - INFO - Epoch(train) [120][4400/5005] lr: 3.4640e-02 eta: 15:16:40 time: 0.1391 data_time: 0.0019 memory: 4390 loss: 3.3982 2022/12/07 10:56:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:56:48 - mmengine - INFO - Epoch(train) [120][4500/5005] lr: 3.4625e-02 eta: 15:16:26 time: 0.1390 data_time: 0.0018 memory: 4390 loss: 3.3013 2022/12/07 10:57:02 - mmengine - INFO - Epoch(train) [120][4600/5005] lr: 3.4610e-02 eta: 15:16:13 time: 0.1467 data_time: 0.0017 memory: 4390 loss: 3.0333 2022/12/07 10:57:16 - mmengine - INFO - Epoch(train) [120][4700/5005] lr: 3.4595e-02 eta: 15:15:59 time: 0.1397 data_time: 0.0018 memory: 4390 loss: 3.1550 2022/12/07 10:57:30 - mmengine - INFO - Epoch(train) [120][4800/5005] lr: 3.4580e-02 eta: 15:15:46 time: 0.1389 data_time: 0.0018 memory: 4390 loss: 2.7907 2022/12/07 10:57:44 - mmengine - INFO - Epoch(train) [120][4900/5005] lr: 3.4565e-02 eta: 15:15:32 time: 0.1389 data_time: 0.0018 memory: 4390 loss: 2.9396 2022/12/07 10:57:58 - mmengine - INFO - Epoch(train) [120][5000/5005] lr: 3.4550e-02 eta: 15:15:19 time: 0.1410 data_time: 0.0027 memory: 4390 loss: 3.2401 2022/12/07 10:57:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:57:59 - mmengine - INFO - Saving checkpoint at 120 epochs 2022/12/07 10:58:09 - mmengine - INFO - Epoch(val) [120][100/196] eta: 0:00:07 time: 0.0747 data_time: 0.0444 memory: 4390 2022/12/07 10:58:27 - mmengine - INFO - Epoch(val) [120][196/196] accuracy/top1: 70.9360 accuracy/top5: 90.4480 2022/12/07 10:58:42 - mmengine - INFO - Epoch(train) [121][ 100/5005] lr: 3.4534e-02 eta: 15:15:05 time: 0.1383 data_time: 0.0018 memory: 4390 loss: 3.5112 2022/12/07 10:58:56 - mmengine - INFO - Epoch(train) [121][ 200/5005] lr: 3.4519e-02 eta: 15:14:51 time: 0.1382 data_time: 0.0018 memory: 4390 loss: 3.2425 2022/12/07 10:59:10 - mmengine - INFO - Epoch(train) [121][ 300/5005] lr: 3.4505e-02 eta: 15:14:37 time: 0.1407 data_time: 0.0020 memory: 4390 loss: 2.8986 2022/12/07 10:59:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 10:59:24 - mmengine - INFO - Epoch(train) [121][ 400/5005] lr: 3.4490e-02 eta: 15:14:24 time: 0.1399 data_time: 0.0019 memory: 4390 loss: 3.0289 2022/12/07 10:59:38 - mmengine - INFO - Epoch(train) [121][ 500/5005] lr: 3.4475e-02 eta: 15:14:10 time: 0.1395 data_time: 0.0019 memory: 4390 loss: 3.2646 2022/12/07 10:59:52 - mmengine - INFO - Epoch(train) [121][ 600/5005] lr: 3.4460e-02 eta: 15:13:57 time: 0.1388 data_time: 0.0019 memory: 4390 loss: 3.2100 2022/12/07 11:00:06 - mmengine - INFO - Epoch(train) [121][ 700/5005] lr: 3.4445e-02 eta: 15:13:43 time: 0.1382 data_time: 0.0019 memory: 4390 loss: 3.3225 2022/12/07 11:00:20 - mmengine - INFO - Epoch(train) [121][ 800/5005] lr: 3.4430e-02 eta: 15:13:30 time: 0.1389 data_time: 0.0018 memory: 4390 loss: 3.0512 2022/12/07 11:00:34 - mmengine - INFO - Epoch(train) [121][ 900/5005] lr: 3.4415e-02 eta: 15:13:16 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 3.0552 2022/12/07 11:00:48 - mmengine - INFO - Epoch(train) [121][1000/5005] lr: 3.4400e-02 eta: 15:13:02 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.0408 2022/12/07 11:01:02 - mmengine - INFO - Epoch(train) [121][1100/5005] lr: 3.4385e-02 eta: 15:12:49 time: 0.1383 data_time: 0.0018 memory: 4390 loss: 3.5557 2022/12/07 11:01:16 - mmengine - INFO - Epoch(train) [121][1200/5005] lr: 3.4370e-02 eta: 15:12:35 time: 0.1382 data_time: 0.0018 memory: 4390 loss: 2.8208 2022/12/07 11:01:30 - mmengine - INFO - Epoch(train) [121][1300/5005] lr: 3.4355e-02 eta: 15:12:22 time: 0.1382 data_time: 0.0017 memory: 4390 loss: 3.1840 2022/12/07 11:01:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:01:44 - mmengine - INFO - Epoch(train) [121][1400/5005] lr: 3.4341e-02 eta: 15:12:08 time: 0.1388 data_time: 0.0018 memory: 4390 loss: 3.8221 2022/12/07 11:01:58 - mmengine - INFO - Epoch(train) [121][1500/5005] lr: 3.4326e-02 eta: 15:11:54 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 3.0962 2022/12/07 11:02:12 - mmengine - INFO - Epoch(train) [121][1600/5005] lr: 3.4311e-02 eta: 15:11:41 time: 0.1378 data_time: 0.0018 memory: 4390 loss: 3.3610 2022/12/07 11:02:26 - mmengine - INFO - Epoch(train) [121][1700/5005] lr: 3.4296e-02 eta: 15:11:27 time: 0.1381 data_time: 0.0019 memory: 4390 loss: 3.0126 2022/12/07 11:02:40 - mmengine - INFO - Epoch(train) [121][1800/5005] lr: 3.4281e-02 eta: 15:11:13 time: 0.1385 data_time: 0.0019 memory: 4390 loss: 2.6815 2022/12/07 11:02:54 - mmengine - INFO - Epoch(train) [121][1900/5005] lr: 3.4266e-02 eta: 15:11:00 time: 0.1392 data_time: 0.0018 memory: 4390 loss: 3.2577 2022/12/07 11:03:08 - mmengine - INFO - Epoch(train) [121][2000/5005] lr: 3.4251e-02 eta: 15:10:46 time: 0.1382 data_time: 0.0018 memory: 4390 loss: 2.7081 2022/12/07 11:03:22 - mmengine - INFO - Epoch(train) [121][2100/5005] lr: 3.4236e-02 eta: 15:10:33 time: 0.1378 data_time: 0.0018 memory: 4390 loss: 2.8491 2022/12/07 11:03:36 - mmengine - INFO - Epoch(train) [121][2200/5005] lr: 3.4221e-02 eta: 15:10:19 time: 0.1396 data_time: 0.0018 memory: 4390 loss: 3.1092 2022/12/07 11:03:50 - mmengine - INFO - Epoch(train) [121][2300/5005] lr: 3.4206e-02 eta: 15:10:06 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 3.3641 2022/12/07 11:04:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:04:03 - mmengine - INFO - Epoch(train) [121][2400/5005] lr: 3.4192e-02 eta: 15:09:52 time: 0.1382 data_time: 0.0017 memory: 4390 loss: 3.1462 2022/12/07 11:04:17 - mmengine - INFO - Epoch(train) [121][2500/5005] lr: 3.4177e-02 eta: 15:09:38 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 3.2386 2022/12/07 11:04:31 - mmengine - INFO - Epoch(train) [121][2600/5005] lr: 3.4162e-02 eta: 15:09:25 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 3.4135 2022/12/07 11:04:45 - mmengine - INFO - Epoch(train) [121][2700/5005] lr: 3.4147e-02 eta: 15:09:11 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 3.3717 2022/12/07 11:04:59 - mmengine - INFO - Epoch(train) [121][2800/5005] lr: 3.4132e-02 eta: 15:08:57 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 3.8191 2022/12/07 11:05:13 - mmengine - INFO - Epoch(train) [121][2900/5005] lr: 3.4117e-02 eta: 15:08:44 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 3.0368 2022/12/07 11:05:27 - mmengine - INFO - Epoch(train) [121][3000/5005] lr: 3.4102e-02 eta: 15:08:30 time: 0.1387 data_time: 0.0020 memory: 4390 loss: 2.8533 2022/12/07 11:05:41 - mmengine - INFO - Epoch(train) [121][3100/5005] lr: 3.4087e-02 eta: 15:08:17 time: 0.1386 data_time: 0.0019 memory: 4390 loss: 2.8036 2022/12/07 11:05:55 - mmengine - INFO - Epoch(train) [121][3200/5005] lr: 3.4073e-02 eta: 15:08:03 time: 0.1386 data_time: 0.0020 memory: 4390 loss: 3.2988 2022/12/07 11:06:09 - mmengine - INFO - Epoch(train) [121][3300/5005] lr: 3.4058e-02 eta: 15:07:49 time: 0.1382 data_time: 0.0022 memory: 4390 loss: 3.3195 2022/12/07 11:06:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:06:23 - mmengine - INFO - Epoch(train) [121][3400/5005] lr: 3.4043e-02 eta: 15:07:36 time: 0.1389 data_time: 0.0022 memory: 4390 loss: 2.7692 2022/12/07 11:06:37 - mmengine - INFO - Epoch(train) [121][3500/5005] lr: 3.4028e-02 eta: 15:07:22 time: 0.1385 data_time: 0.0021 memory: 4390 loss: 3.1604 2022/12/07 11:06:51 - mmengine - INFO - Epoch(train) [121][3600/5005] lr: 3.4013e-02 eta: 15:07:08 time: 0.1383 data_time: 0.0020 memory: 4390 loss: 2.9793 2022/12/07 11:07:05 - mmengine - INFO - Epoch(train) [121][3700/5005] lr: 3.3998e-02 eta: 15:06:55 time: 0.1384 data_time: 0.0020 memory: 4390 loss: 3.0801 2022/12/07 11:07:19 - mmengine - INFO - Epoch(train) [121][3800/5005] lr: 3.3983e-02 eta: 15:06:41 time: 0.1381 data_time: 0.0020 memory: 4390 loss: 3.0459 2022/12/07 11:07:33 - mmengine - INFO - Epoch(train) [121][3900/5005] lr: 3.3968e-02 eta: 15:06:28 time: 0.1382 data_time: 0.0020 memory: 4390 loss: 3.4338 2022/12/07 11:07:47 - mmengine - INFO - Epoch(train) [121][4000/5005] lr: 3.3954e-02 eta: 15:06:14 time: 0.1399 data_time: 0.0026 memory: 4390 loss: 2.9643 2022/12/07 11:08:01 - mmengine - INFO - Epoch(train) [121][4100/5005] lr: 3.3939e-02 eta: 15:06:01 time: 0.1388 data_time: 0.0021 memory: 4390 loss: 2.9796 2022/12/07 11:08:15 - mmengine - INFO - Epoch(train) [121][4200/5005] lr: 3.3924e-02 eta: 15:05:47 time: 0.1382 data_time: 0.0021 memory: 4390 loss: 2.8012 2022/12/07 11:08:29 - mmengine - INFO - Epoch(train) [121][4300/5005] lr: 3.3909e-02 eta: 15:05:33 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 3.1538 2022/12/07 11:08:43 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:08:43 - mmengine - INFO - Epoch(train) [121][4400/5005] lr: 3.3894e-02 eta: 15:05:20 time: 0.1379 data_time: 0.0022 memory: 4390 loss: 3.1791 2022/12/07 11:08:57 - mmengine - INFO - Epoch(train) [121][4500/5005] lr: 3.3879e-02 eta: 15:05:06 time: 0.1380 data_time: 0.0019 memory: 4390 loss: 3.1044 2022/12/07 11:09:11 - mmengine - INFO - Epoch(train) [121][4600/5005] lr: 3.3864e-02 eta: 15:04:52 time: 0.1375 data_time: 0.0020 memory: 4390 loss: 2.7769 2022/12/07 11:09:25 - mmengine - INFO - Epoch(train) [121][4700/5005] lr: 3.3850e-02 eta: 15:04:39 time: 0.1383 data_time: 0.0019 memory: 4390 loss: 2.8705 2022/12/07 11:09:39 - mmengine - INFO - Epoch(train) [121][4800/5005] lr: 3.3835e-02 eta: 15:04:25 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 3.9987 2022/12/07 11:09:53 - mmengine - INFO - Epoch(train) [121][4900/5005] lr: 3.3820e-02 eta: 15:04:12 time: 0.1391 data_time: 0.0018 memory: 4390 loss: 2.5316 2022/12/07 11:10:07 - mmengine - INFO - Epoch(train) [121][5000/5005] lr: 3.3805e-02 eta: 15:03:58 time: 0.1401 data_time: 0.0027 memory: 4390 loss: 3.7550 2022/12/07 11:10:08 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:10:08 - mmengine - INFO - Saving checkpoint at 121 epochs 2022/12/07 11:10:18 - mmengine - INFO - Epoch(val) [121][100/196] eta: 0:00:07 time: 0.0747 data_time: 0.0443 memory: 4390 2022/12/07 11:10:37 - mmengine - INFO - Epoch(val) [121][196/196] accuracy/top1: 70.8400 accuracy/top5: 90.4440 2022/12/07 11:10:51 - mmengine - INFO - Epoch(train) [122][ 100/5005] lr: 3.3789e-02 eta: 15:03:44 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.3138 2022/12/07 11:11:05 - mmengine - INFO - Epoch(train) [122][ 200/5005] lr: 3.3775e-02 eta: 15:03:30 time: 0.1382 data_time: 0.0022 memory: 4390 loss: 3.1467 2022/12/07 11:11:19 - mmengine - INFO - Epoch(train) [122][ 300/5005] lr: 3.3760e-02 eta: 15:03:17 time: 0.1381 data_time: 0.0023 memory: 4390 loss: 3.5260 2022/12/07 11:11:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:11:33 - mmengine - INFO - Epoch(train) [122][ 400/5005] lr: 3.3745e-02 eta: 15:03:03 time: 0.1380 data_time: 0.0023 memory: 4390 loss: 2.8505 2022/12/07 11:11:47 - mmengine - INFO - Epoch(train) [122][ 500/5005] lr: 3.3730e-02 eta: 15:02:49 time: 0.1383 data_time: 0.0023 memory: 4390 loss: 3.1395 2022/12/07 11:12:01 - mmengine - INFO - Epoch(train) [122][ 600/5005] lr: 3.3715e-02 eta: 15:02:36 time: 0.1403 data_time: 0.0022 memory: 4390 loss: 3.8417 2022/12/07 11:12:15 - mmengine - INFO - Epoch(train) [122][ 700/5005] lr: 3.3700e-02 eta: 15:02:22 time: 0.1394 data_time: 0.0020 memory: 4390 loss: 3.1089 2022/12/07 11:12:29 - mmengine - INFO - Epoch(train) [122][ 800/5005] lr: 3.3686e-02 eta: 15:02:09 time: 0.1392 data_time: 0.0017 memory: 4390 loss: 2.9199 2022/12/07 11:12:43 - mmengine - INFO - Epoch(train) [122][ 900/5005] lr: 3.3671e-02 eta: 15:01:55 time: 0.1392 data_time: 0.0019 memory: 4390 loss: 2.6612 2022/12/07 11:12:57 - mmengine - INFO - Epoch(train) [122][1000/5005] lr: 3.3656e-02 eta: 15:01:42 time: 0.1395 data_time: 0.0019 memory: 4390 loss: 3.1663 2022/12/07 11:13:11 - mmengine - INFO - Epoch(train) [122][1100/5005] lr: 3.3641e-02 eta: 15:01:28 time: 0.1389 data_time: 0.0017 memory: 4390 loss: 3.4582 2022/12/07 11:13:25 - mmengine - INFO - Epoch(train) [122][1200/5005] lr: 3.3626e-02 eta: 15:01:14 time: 0.1382 data_time: 0.0018 memory: 4390 loss: 3.1517 2022/12/07 11:13:39 - mmengine - INFO - Epoch(train) [122][1300/5005] lr: 3.3611e-02 eta: 15:01:01 time: 0.1391 data_time: 0.0017 memory: 4390 loss: 2.8034 2022/12/07 11:13:52 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:13:53 - mmengine - INFO - Epoch(train) [122][1400/5005] lr: 3.3597e-02 eta: 15:00:47 time: 0.1399 data_time: 0.0019 memory: 4390 loss: 3.0402 2022/12/07 11:14:07 - mmengine - INFO - Epoch(train) [122][1500/5005] lr: 3.3582e-02 eta: 15:00:33 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 3.4638 2022/12/07 11:14:21 - mmengine - INFO - Epoch(train) [122][1600/5005] lr: 3.3567e-02 eta: 15:00:20 time: 0.1388 data_time: 0.0021 memory: 4390 loss: 3.5138 2022/12/07 11:14:35 - mmengine - INFO - Epoch(train) [122][1700/5005] lr: 3.3552e-02 eta: 15:00:06 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 2.9678 2022/12/07 11:14:49 - mmengine - INFO - Epoch(train) [122][1800/5005] lr: 3.3537e-02 eta: 14:59:53 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 3.1052 2022/12/07 11:15:03 - mmengine - INFO - Epoch(train) [122][1900/5005] lr: 3.3522e-02 eta: 14:59:39 time: 0.1384 data_time: 0.0020 memory: 4390 loss: 2.8327 2022/12/07 11:15:17 - mmengine - INFO - Epoch(train) [122][2000/5005] lr: 3.3508e-02 eta: 14:59:25 time: 0.1383 data_time: 0.0021 memory: 4390 loss: 2.9687 2022/12/07 11:15:31 - mmengine - INFO - Epoch(train) [122][2100/5005] lr: 3.3493e-02 eta: 14:59:12 time: 0.1386 data_time: 0.0018 memory: 4390 loss: 2.9221 2022/12/07 11:15:45 - mmengine - INFO - Epoch(train) [122][2200/5005] lr: 3.3478e-02 eta: 14:58:58 time: 0.1389 data_time: 0.0018 memory: 4390 loss: 3.1226 2022/12/07 11:15:59 - mmengine - INFO - Epoch(train) [122][2300/5005] lr: 3.3463e-02 eta: 14:58:45 time: 0.1398 data_time: 0.0018 memory: 4390 loss: 3.1969 2022/12/07 11:16:12 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:16:13 - mmengine - INFO - Epoch(train) [122][2400/5005] lr: 3.3448e-02 eta: 14:58:31 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 2.9158 2022/12/07 11:16:27 - mmengine - INFO - Epoch(train) [122][2500/5005] lr: 3.3434e-02 eta: 14:58:18 time: 0.1384 data_time: 0.0019 memory: 4390 loss: 3.7693 2022/12/07 11:16:41 - mmengine - INFO - Epoch(train) [122][2600/5005] lr: 3.3419e-02 eta: 14:58:04 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 3.1582 2022/12/07 11:16:55 - mmengine - INFO - Epoch(train) [122][2700/5005] lr: 3.3404e-02 eta: 14:57:50 time: 0.1382 data_time: 0.0019 memory: 4390 loss: 2.7926 2022/12/07 11:17:09 - mmengine - INFO - Epoch(train) [122][2800/5005] lr: 3.3389e-02 eta: 14:57:37 time: 0.1390 data_time: 0.0018 memory: 4390 loss: 3.4299 2022/12/07 11:17:23 - mmengine - INFO - Epoch(train) [122][2900/5005] lr: 3.3374e-02 eta: 14:57:23 time: 0.1381 data_time: 0.0017 memory: 4390 loss: 2.9844 2022/12/07 11:17:37 - mmengine - INFO - Epoch(train) [122][3000/5005] lr: 3.3360e-02 eta: 14:57:09 time: 0.1385 data_time: 0.0019 memory: 4390 loss: 3.1374 2022/12/07 11:17:51 - mmengine - INFO - Epoch(train) [122][3100/5005] lr: 3.3345e-02 eta: 14:56:56 time: 0.1390 data_time: 0.0019 memory: 4390 loss: 3.2263 2022/12/07 11:18:05 - mmengine - INFO - Epoch(train) [122][3200/5005] lr: 3.3330e-02 eta: 14:56:42 time: 0.1387 data_time: 0.0020 memory: 4390 loss: 3.2700 2022/12/07 11:18:19 - mmengine - INFO - Epoch(train) [122][3300/5005] lr: 3.3315e-02 eta: 14:56:29 time: 0.1382 data_time: 0.0019 memory: 4390 loss: 2.9690 2022/12/07 11:18:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:18:33 - mmengine - INFO - Epoch(train) [122][3400/5005] lr: 3.3300e-02 eta: 14:56:15 time: 0.1391 data_time: 0.0019 memory: 4390 loss: 3.4224 2022/12/07 11:18:47 - mmengine - INFO - Epoch(train) [122][3500/5005] lr: 3.3286e-02 eta: 14:56:01 time: 0.1391 data_time: 0.0019 memory: 4390 loss: 2.8345 2022/12/07 11:19:01 - mmengine - INFO - Epoch(train) [122][3600/5005] lr: 3.3271e-02 eta: 14:55:48 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 2.9470 2022/12/07 11:19:15 - mmengine - INFO - Epoch(train) [122][3700/5005] lr: 3.3256e-02 eta: 14:55:34 time: 0.1390 data_time: 0.0019 memory: 4390 loss: 3.4795 2022/12/07 11:19:29 - mmengine - INFO - Epoch(train) [122][3800/5005] lr: 3.3241e-02 eta: 14:55:21 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 3.3799 2022/12/07 11:19:43 - mmengine - INFO - Epoch(train) [122][3900/5005] lr: 3.3227e-02 eta: 14:55:07 time: 0.1395 data_time: 0.0019 memory: 4390 loss: 3.4895 2022/12/07 11:19:57 - mmengine - INFO - Epoch(train) [122][4000/5005] lr: 3.3212e-02 eta: 14:54:53 time: 0.1394 data_time: 0.0020 memory: 4390 loss: 2.7501 2022/12/07 11:20:11 - mmengine - INFO - Epoch(train) [122][4100/5005] lr: 3.3197e-02 eta: 14:54:40 time: 0.1388 data_time: 0.0018 memory: 4390 loss: 2.8730 2022/12/07 11:20:25 - mmengine - INFO - Epoch(train) [122][4200/5005] lr: 3.3182e-02 eta: 14:54:26 time: 0.1400 data_time: 0.0019 memory: 4390 loss: 2.9321 2022/12/07 11:20:39 - mmengine - INFO - Epoch(train) [122][4300/5005] lr: 3.3167e-02 eta: 14:54:13 time: 0.1386 data_time: 0.0019 memory: 4390 loss: 2.7232 2022/12/07 11:20:52 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:20:53 - mmengine - INFO - Epoch(train) [122][4400/5005] lr: 3.3153e-02 eta: 14:53:59 time: 0.1385 data_time: 0.0019 memory: 4390 loss: 2.8342 2022/12/07 11:21:07 - mmengine - INFO - Epoch(train) [122][4500/5005] lr: 3.3138e-02 eta: 14:53:45 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 3.1090 2022/12/07 11:21:21 - mmengine - INFO - Epoch(train) [122][4600/5005] lr: 3.3123e-02 eta: 14:53:32 time: 0.1385 data_time: 0.0020 memory: 4390 loss: 2.9366 2022/12/07 11:21:35 - mmengine - INFO - Epoch(train) [122][4700/5005] lr: 3.3108e-02 eta: 14:53:18 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 2.9246 2022/12/07 11:21:49 - mmengine - INFO - Epoch(train) [122][4800/5005] lr: 3.3094e-02 eta: 14:53:05 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 2.5576 2022/12/07 11:22:03 - mmengine - INFO - Epoch(train) [122][4900/5005] lr: 3.3079e-02 eta: 14:52:51 time: 0.1454 data_time: 0.0018 memory: 4390 loss: 3.0948 2022/12/07 11:22:17 - mmengine - INFO - Epoch(train) [122][5000/5005] lr: 3.3064e-02 eta: 14:52:37 time: 0.1395 data_time: 0.0022 memory: 4390 loss: 3.0135 2022/12/07 11:22:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:22:17 - mmengine - INFO - Saving checkpoint at 122 epochs 2022/12/07 11:22:27 - mmengine - INFO - Epoch(val) [122][100/196] eta: 0:00:07 time: 0.0803 data_time: 0.0497 memory: 4390 2022/12/07 11:22:46 - mmengine - INFO - Epoch(val) [122][196/196] accuracy/top1: 70.7840 accuracy/top5: 90.4700 2022/12/07 11:23:01 - mmengine - INFO - Epoch(train) [123][ 100/5005] lr: 3.3048e-02 eta: 14:52:24 time: 0.1393 data_time: 0.0019 memory: 4390 loss: 3.4516 2022/12/07 11:23:15 - mmengine - INFO - Epoch(train) [123][ 200/5005] lr: 3.3034e-02 eta: 14:52:10 time: 0.1400 data_time: 0.0018 memory: 4390 loss: 3.4331 2022/12/07 11:23:29 - mmengine - INFO - Epoch(train) [123][ 300/5005] lr: 3.3019e-02 eta: 14:51:56 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 2.8503 2022/12/07 11:23:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:23:43 - mmengine - INFO - Epoch(train) [123][ 400/5005] lr: 3.3004e-02 eta: 14:51:43 time: 0.1389 data_time: 0.0017 memory: 4390 loss: 3.0199 2022/12/07 11:23:57 - mmengine - INFO - Epoch(train) [123][ 500/5005] lr: 3.2989e-02 eta: 14:51:29 time: 0.1379 data_time: 0.0018 memory: 4390 loss: 3.5847 2022/12/07 11:24:11 - mmengine - INFO - Epoch(train) [123][ 600/5005] lr: 3.2975e-02 eta: 14:51:15 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 2.9423 2022/12/07 11:24:25 - mmengine - INFO - Epoch(train) [123][ 700/5005] lr: 3.2960e-02 eta: 14:51:02 time: 0.1379 data_time: 0.0017 memory: 4390 loss: 3.1361 2022/12/07 11:24:39 - mmengine - INFO - Epoch(train) [123][ 800/5005] lr: 3.2945e-02 eta: 14:50:48 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 3.4045 2022/12/07 11:24:52 - mmengine - INFO - Epoch(train) [123][ 900/5005] lr: 3.2930e-02 eta: 14:50:35 time: 0.1382 data_time: 0.0019 memory: 4390 loss: 3.4492 2022/12/07 11:25:06 - mmengine - INFO - Epoch(train) [123][1000/5005] lr: 3.2916e-02 eta: 14:50:21 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 2.9973 2022/12/07 11:25:20 - mmengine - INFO - Epoch(train) [123][1100/5005] lr: 3.2901e-02 eta: 14:50:07 time: 0.1382 data_time: 0.0018 memory: 4390 loss: 3.1293 2022/12/07 11:25:34 - mmengine - INFO - Epoch(train) [123][1200/5005] lr: 3.2886e-02 eta: 14:49:54 time: 0.1378 data_time: 0.0018 memory: 4390 loss: 2.6713 2022/12/07 11:25:48 - mmengine - INFO - Epoch(train) [123][1300/5005] lr: 3.2871e-02 eta: 14:49:40 time: 0.1382 data_time: 0.0018 memory: 4390 loss: 2.9150 2022/12/07 11:26:01 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:26:02 - mmengine - INFO - Epoch(train) [123][1400/5005] lr: 3.2857e-02 eta: 14:49:27 time: 0.1384 data_time: 0.0019 memory: 4390 loss: 3.0809 2022/12/07 11:26:16 - mmengine - INFO - Epoch(train) [123][1500/5005] lr: 3.2842e-02 eta: 14:49:13 time: 0.1391 data_time: 0.0021 memory: 4390 loss: 3.0735 2022/12/07 11:26:30 - mmengine - INFO - Epoch(train) [123][1600/5005] lr: 3.2827e-02 eta: 14:48:59 time: 0.1392 data_time: 0.0019 memory: 4390 loss: 2.9448 2022/12/07 11:26:44 - mmengine - INFO - Epoch(train) [123][1700/5005] lr: 3.2812e-02 eta: 14:48:46 time: 0.1427 data_time: 0.0018 memory: 4390 loss: 3.1077 2022/12/07 11:26:58 - mmengine - INFO - Epoch(train) [123][1800/5005] lr: 3.2798e-02 eta: 14:48:32 time: 0.1383 data_time: 0.0018 memory: 4390 loss: 3.5316 2022/12/07 11:27:12 - mmengine - INFO - Epoch(train) [123][1900/5005] lr: 3.2783e-02 eta: 14:48:18 time: 0.1393 data_time: 0.0018 memory: 4390 loss: 3.0609 2022/12/07 11:27:26 - mmengine - INFO - Epoch(train) [123][2000/5005] lr: 3.2768e-02 eta: 14:48:05 time: 0.1380 data_time: 0.0017 memory: 4390 loss: 3.1436 2022/12/07 11:27:40 - mmengine - INFO - Epoch(train) [123][2100/5005] lr: 3.2754e-02 eta: 14:47:51 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 3.3088 2022/12/07 11:27:54 - mmengine - INFO - Epoch(train) [123][2200/5005] lr: 3.2739e-02 eta: 14:47:38 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 2.9047 2022/12/07 11:28:08 - mmengine - INFO - Epoch(train) [123][2300/5005] lr: 3.2724e-02 eta: 14:47:24 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 3.0898 2022/12/07 11:28:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:28:22 - mmengine - INFO - Epoch(train) [123][2400/5005] lr: 3.2709e-02 eta: 14:47:10 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.0098 2022/12/07 11:28:36 - mmengine - INFO - Epoch(train) [123][2500/5005] lr: 3.2695e-02 eta: 14:46:57 time: 0.1457 data_time: 0.0018 memory: 4390 loss: 3.0663 2022/12/07 11:28:50 - mmengine - INFO - Epoch(train) [123][2600/5005] lr: 3.2680e-02 eta: 14:46:43 time: 0.1385 data_time: 0.0019 memory: 4390 loss: 3.0285 2022/12/07 11:29:04 - mmengine - INFO - Epoch(train) [123][2700/5005] lr: 3.2665e-02 eta: 14:46:30 time: 0.1454 data_time: 0.0018 memory: 4390 loss: 3.0607 2022/12/07 11:29:18 - mmengine - INFO - Epoch(train) [123][2800/5005] lr: 3.2651e-02 eta: 14:46:16 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 2.9111 2022/12/07 11:29:32 - mmengine - INFO - Epoch(train) [123][2900/5005] lr: 3.2636e-02 eta: 14:46:03 time: 0.1402 data_time: 0.0020 memory: 4390 loss: 3.4449 2022/12/07 11:29:46 - mmengine - INFO - Epoch(train) [123][3000/5005] lr: 3.2621e-02 eta: 14:45:49 time: 0.1388 data_time: 0.0022 memory: 4390 loss: 2.7828 2022/12/07 11:30:00 - mmengine - INFO - Epoch(train) [123][3100/5005] lr: 3.2606e-02 eta: 14:45:35 time: 0.1387 data_time: 0.0020 memory: 4390 loss: 3.4800 2022/12/07 11:30:14 - mmengine - INFO - Epoch(train) [123][3200/5005] lr: 3.2592e-02 eta: 14:45:22 time: 0.1388 data_time: 0.0022 memory: 4390 loss: 2.7564 2022/12/07 11:30:28 - mmengine - INFO - Epoch(train) [123][3300/5005] lr: 3.2577e-02 eta: 14:45:08 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 3.2240 2022/12/07 11:30:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:30:42 - mmengine - INFO - Epoch(train) [123][3400/5005] lr: 3.2562e-02 eta: 14:44:55 time: 0.1381 data_time: 0.0019 memory: 4390 loss: 3.6413 2022/12/07 11:30:56 - mmengine - INFO - Epoch(train) [123][3500/5005] lr: 3.2548e-02 eta: 14:44:41 time: 0.1382 data_time: 0.0021 memory: 4390 loss: 2.7745 2022/12/07 11:31:10 - mmengine - INFO - Epoch(train) [123][3600/5005] lr: 3.2533e-02 eta: 14:44:27 time: 0.1383 data_time: 0.0022 memory: 4390 loss: 3.1185 2022/12/07 11:31:25 - mmengine - INFO - Epoch(train) [123][3700/5005] lr: 3.2518e-02 eta: 14:44:14 time: 0.1448 data_time: 0.0020 memory: 4390 loss: 2.8879 2022/12/07 11:31:39 - mmengine - INFO - Epoch(train) [123][3800/5005] lr: 3.2503e-02 eta: 14:44:00 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 2.8469 2022/12/07 11:31:53 - mmengine - INFO - Epoch(train) [123][3900/5005] lr: 3.2489e-02 eta: 14:43:47 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 3.4483 2022/12/07 11:32:07 - mmengine - INFO - Epoch(train) [123][4000/5005] lr: 3.2474e-02 eta: 14:43:33 time: 0.1387 data_time: 0.0020 memory: 4390 loss: 3.1232 2022/12/07 11:32:21 - mmengine - INFO - Epoch(train) [123][4100/5005] lr: 3.2459e-02 eta: 14:43:19 time: 0.1385 data_time: 0.0020 memory: 4390 loss: 3.1053 2022/12/07 11:32:35 - mmengine - INFO - Epoch(train) [123][4200/5005] lr: 3.2445e-02 eta: 14:43:06 time: 0.1398 data_time: 0.0020 memory: 4390 loss: 3.0709 2022/12/07 11:32:49 - mmengine - INFO - Epoch(train) [123][4300/5005] lr: 3.2430e-02 eta: 14:42:52 time: 0.1381 data_time: 0.0018 memory: 4390 loss: 2.8488 2022/12/07 11:33:01 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:33:03 - mmengine - INFO - Epoch(train) [123][4400/5005] lr: 3.2415e-02 eta: 14:42:39 time: 0.1406 data_time: 0.0019 memory: 4390 loss: 2.7980 2022/12/07 11:33:17 - mmengine - INFO - Epoch(train) [123][4500/5005] lr: 3.2401e-02 eta: 14:42:25 time: 0.1393 data_time: 0.0019 memory: 4390 loss: 2.7946 2022/12/07 11:33:31 - mmengine - INFO - Epoch(train) [123][4600/5005] lr: 3.2386e-02 eta: 14:42:12 time: 0.1385 data_time: 0.0019 memory: 4390 loss: 2.6260 2022/12/07 11:33:45 - mmengine - INFO - Epoch(train) [123][4700/5005] lr: 3.2371e-02 eta: 14:41:58 time: 0.1391 data_time: 0.0018 memory: 4390 loss: 3.1984 2022/12/07 11:33:59 - mmengine - INFO - Epoch(train) [123][4800/5005] lr: 3.2357e-02 eta: 14:41:44 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.5074 2022/12/07 11:34:13 - mmengine - INFO - Epoch(train) [123][4900/5005] lr: 3.2342e-02 eta: 14:41:31 time: 0.1386 data_time: 0.0020 memory: 4390 loss: 3.2577 2022/12/07 11:34:27 - mmengine - INFO - Epoch(train) [123][5000/5005] lr: 3.2327e-02 eta: 14:41:17 time: 0.1414 data_time: 0.0028 memory: 4390 loss: 3.2764 2022/12/07 11:34:28 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:34:28 - mmengine - INFO - Saving checkpoint at 123 epochs 2022/12/07 11:34:38 - mmengine - INFO - Epoch(val) [123][100/196] eta: 0:00:07 time: 0.0750 data_time: 0.0441 memory: 4390 2022/12/07 11:34:57 - mmengine - INFO - Epoch(val) [123][196/196] accuracy/top1: 71.0260 accuracy/top5: 90.5300 2022/12/07 11:35:12 - mmengine - INFO - Epoch(train) [124][ 100/5005] lr: 3.2312e-02 eta: 14:41:03 time: 0.1396 data_time: 0.0022 memory: 4390 loss: 2.9472 2022/12/07 11:35:26 - mmengine - INFO - Epoch(train) [124][ 200/5005] lr: 3.2297e-02 eta: 14:40:50 time: 0.1392 data_time: 0.0023 memory: 4390 loss: 3.2055 2022/12/07 11:35:41 - mmengine - INFO - Epoch(train) [124][ 300/5005] lr: 3.2282e-02 eta: 14:40:36 time: 0.1445 data_time: 0.0028 memory: 4390 loss: 3.0004 2022/12/07 11:35:53 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:35:55 - mmengine - INFO - Epoch(train) [124][ 400/5005] lr: 3.2268e-02 eta: 14:40:23 time: 0.1449 data_time: 0.0022 memory: 4390 loss: 2.8969 2022/12/07 11:36:09 - mmengine - INFO - Epoch(train) [124][ 500/5005] lr: 3.2253e-02 eta: 14:40:09 time: 0.1383 data_time: 0.0025 memory: 4390 loss: 2.8483 2022/12/07 11:36:23 - mmengine - INFO - Epoch(train) [124][ 600/5005] lr: 3.2238e-02 eta: 14:39:56 time: 0.1396 data_time: 0.0020 memory: 4390 loss: 2.9319 2022/12/07 11:36:37 - mmengine - INFO - Epoch(train) [124][ 700/5005] lr: 3.2224e-02 eta: 14:39:42 time: 0.1401 data_time: 0.0019 memory: 4390 loss: 3.4815 2022/12/07 11:36:51 - mmengine - INFO - Epoch(train) [124][ 800/5005] lr: 3.2209e-02 eta: 14:39:29 time: 0.1405 data_time: 0.0020 memory: 4390 loss: 3.2678 2022/12/07 11:37:05 - mmengine - INFO - Epoch(train) [124][ 900/5005] lr: 3.2194e-02 eta: 14:39:15 time: 0.1403 data_time: 0.0021 memory: 4390 loss: 2.8713 2022/12/07 11:37:19 - mmengine - INFO - Epoch(train) [124][1000/5005] lr: 3.2180e-02 eta: 14:39:01 time: 0.1396 data_time: 0.0020 memory: 4390 loss: 3.1935 2022/12/07 11:37:33 - mmengine - INFO - Epoch(train) [124][1100/5005] lr: 3.2165e-02 eta: 14:38:48 time: 0.1395 data_time: 0.0019 memory: 4390 loss: 3.2528 2022/12/07 11:37:47 - mmengine - INFO - Epoch(train) [124][1200/5005] lr: 3.2150e-02 eta: 14:38:34 time: 0.1444 data_time: 0.0019 memory: 4390 loss: 3.0537 2022/12/07 11:38:01 - mmengine - INFO - Epoch(train) [124][1300/5005] lr: 3.2136e-02 eta: 14:38:21 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 3.2234 2022/12/07 11:38:13 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:38:15 - mmengine - INFO - Epoch(train) [124][1400/5005] lr: 3.2121e-02 eta: 14:38:07 time: 0.1386 data_time: 0.0018 memory: 4390 loss: 2.8233 2022/12/07 11:38:29 - mmengine - INFO - Epoch(train) [124][1500/5005] lr: 3.2106e-02 eta: 14:37:53 time: 0.1388 data_time: 0.0019 memory: 4390 loss: 2.6746 2022/12/07 11:38:43 - mmengine - INFO - Epoch(train) [124][1600/5005] lr: 3.2092e-02 eta: 14:37:40 time: 0.1385 data_time: 0.0019 memory: 4390 loss: 2.7797 2022/12/07 11:38:57 - mmengine - INFO - Epoch(train) [124][1700/5005] lr: 3.2077e-02 eta: 14:37:26 time: 0.1383 data_time: 0.0018 memory: 4390 loss: 3.3550 2022/12/07 11:39:11 - mmengine - INFO - Epoch(train) [124][1800/5005] lr: 3.2062e-02 eta: 14:37:13 time: 0.1397 data_time: 0.0018 memory: 4390 loss: 3.1529 2022/12/07 11:39:25 - mmengine - INFO - Epoch(train) [124][1900/5005] lr: 3.2048e-02 eta: 14:36:59 time: 0.1386 data_time: 0.0020 memory: 4390 loss: 2.7926 2022/12/07 11:39:39 - mmengine - INFO - Epoch(train) [124][2000/5005] lr: 3.2033e-02 eta: 14:36:45 time: 0.1375 data_time: 0.0018 memory: 4390 loss: 3.4299 2022/12/07 11:39:53 - mmengine - INFO - Epoch(train) [124][2100/5005] lr: 3.2019e-02 eta: 14:36:32 time: 0.1397 data_time: 0.0019 memory: 4390 loss: 3.0612 2022/12/07 11:40:07 - mmengine - INFO - Epoch(train) [124][2200/5005] lr: 3.2004e-02 eta: 14:36:18 time: 0.1391 data_time: 0.0025 memory: 4390 loss: 2.7323 2022/12/07 11:40:22 - mmengine - INFO - Epoch(train) [124][2300/5005] lr: 3.1989e-02 eta: 14:36:05 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 3.1038 2022/12/07 11:40:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:40:36 - mmengine - INFO - Epoch(train) [124][2400/5005] lr: 3.1975e-02 eta: 14:35:51 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 2.8645 2022/12/07 11:40:50 - mmengine - INFO - Epoch(train) [124][2500/5005] lr: 3.1960e-02 eta: 14:35:38 time: 0.1393 data_time: 0.0027 memory: 4390 loss: 2.9348 2022/12/07 11:41:04 - mmengine - INFO - Epoch(train) [124][2600/5005] lr: 3.1945e-02 eta: 14:35:24 time: 0.1385 data_time: 0.0019 memory: 4390 loss: 2.9883 2022/12/07 11:41:18 - mmengine - INFO - Epoch(train) [124][2700/5005] lr: 3.1931e-02 eta: 14:35:10 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 2.9927 2022/12/07 11:41:32 - mmengine - INFO - Epoch(train) [124][2800/5005] lr: 3.1916e-02 eta: 14:34:57 time: 0.1387 data_time: 0.0022 memory: 4390 loss: 3.4150 2022/12/07 11:41:46 - mmengine - INFO - Epoch(train) [124][2900/5005] lr: 3.1901e-02 eta: 14:34:43 time: 0.1440 data_time: 0.0019 memory: 4390 loss: 3.3323 2022/12/07 11:42:00 - mmengine - INFO - Epoch(train) [124][3000/5005] lr: 3.1887e-02 eta: 14:34:30 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 3.1970 2022/12/07 11:42:14 - mmengine - INFO - Epoch(train) [124][3100/5005] lr: 3.1872e-02 eta: 14:34:16 time: 0.1383 data_time: 0.0017 memory: 4390 loss: 3.3568 2022/12/07 11:42:28 - mmengine - INFO - Epoch(train) [124][3200/5005] lr: 3.1858e-02 eta: 14:34:02 time: 0.1404 data_time: 0.0022 memory: 4390 loss: 3.1368 2022/12/07 11:42:42 - mmengine - INFO - Epoch(train) [124][3300/5005] lr: 3.1843e-02 eta: 14:33:49 time: 0.1381 data_time: 0.0019 memory: 4390 loss: 2.6655 2022/12/07 11:42:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:42:56 - mmengine - INFO - Epoch(train) [124][3400/5005] lr: 3.1828e-02 eta: 14:33:35 time: 0.1376 data_time: 0.0018 memory: 4390 loss: 2.7020 2022/12/07 11:43:10 - mmengine - INFO - Epoch(train) [124][3500/5005] lr: 3.1814e-02 eta: 14:33:22 time: 0.1379 data_time: 0.0019 memory: 4390 loss: 3.0087 2022/12/07 11:43:24 - mmengine - INFO - Epoch(train) [124][3600/5005] lr: 3.1799e-02 eta: 14:33:08 time: 0.1380 data_time: 0.0019 memory: 4390 loss: 3.0355 2022/12/07 11:43:38 - mmengine - INFO - Epoch(train) [124][3700/5005] lr: 3.1784e-02 eta: 14:32:55 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.2672 2022/12/07 11:43:52 - mmengine - INFO - Epoch(train) [124][3800/5005] lr: 3.1770e-02 eta: 14:32:41 time: 0.1396 data_time: 0.0018 memory: 4390 loss: 3.1803 2022/12/07 11:44:06 - mmengine - INFO - Epoch(train) [124][3900/5005] lr: 3.1755e-02 eta: 14:32:27 time: 0.1393 data_time: 0.0023 memory: 4390 loss: 2.6262 2022/12/07 11:44:20 - mmengine - INFO - Epoch(train) [124][4000/5005] lr: 3.1741e-02 eta: 14:32:14 time: 0.1395 data_time: 0.0019 memory: 4390 loss: 2.8885 2022/12/07 11:44:34 - mmengine - INFO - Epoch(train) [124][4100/5005] lr: 3.1726e-02 eta: 14:32:00 time: 0.1389 data_time: 0.0020 memory: 4390 loss: 3.3235 2022/12/07 11:44:48 - mmengine - INFO - Epoch(train) [124][4200/5005] lr: 3.1711e-02 eta: 14:31:47 time: 0.1401 data_time: 0.0020 memory: 4390 loss: 3.2159 2022/12/07 11:45:03 - mmengine - INFO - Epoch(train) [124][4300/5005] lr: 3.1697e-02 eta: 14:31:33 time: 0.1407 data_time: 0.0026 memory: 4390 loss: 2.8737 2022/12/07 11:45:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:45:17 - mmengine - INFO - Epoch(train) [124][4400/5005] lr: 3.1682e-02 eta: 14:31:20 time: 0.1502 data_time: 0.0026 memory: 4390 loss: 3.1834 2022/12/07 11:45:31 - mmengine - INFO - Epoch(train) [124][4500/5005] lr: 3.1668e-02 eta: 14:31:06 time: 0.1376 data_time: 0.0024 memory: 4390 loss: 3.1381 2022/12/07 11:45:45 - mmengine - INFO - Epoch(train) [124][4600/5005] lr: 3.1653e-02 eta: 14:30:52 time: 0.1377 data_time: 0.0025 memory: 4390 loss: 3.8642 2022/12/07 11:45:59 - mmengine - INFO - Epoch(train) [124][4700/5005] lr: 3.1638e-02 eta: 14:30:39 time: 0.1378 data_time: 0.0019 memory: 4390 loss: 2.9224 2022/12/07 11:46:13 - mmengine - INFO - Epoch(train) [124][4800/5005] lr: 3.1624e-02 eta: 14:30:25 time: 0.1376 data_time: 0.0019 memory: 4390 loss: 3.1192 2022/12/07 11:46:27 - mmengine - INFO - Epoch(train) [124][4900/5005] lr: 3.1609e-02 eta: 14:30:11 time: 0.1378 data_time: 0.0021 memory: 4390 loss: 3.2424 2022/12/07 11:46:41 - mmengine - INFO - Epoch(train) [124][5000/5005] lr: 3.1595e-02 eta: 14:29:58 time: 0.1399 data_time: 0.0027 memory: 4390 loss: 3.0344 2022/12/07 11:46:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:46:41 - mmengine - INFO - Saving checkpoint at 124 epochs 2022/12/07 11:46:52 - mmengine - INFO - Epoch(val) [124][100/196] eta: 0:00:08 time: 0.0801 data_time: 0.0493 memory: 4390 2022/12/07 11:47:11 - mmengine - INFO - Epoch(val) [124][196/196] accuracy/top1: 71.1960 accuracy/top5: 90.7880 2022/12/07 11:47:25 - mmengine - INFO - Epoch(train) [125][ 100/5005] lr: 3.1579e-02 eta: 14:29:44 time: 0.1393 data_time: 0.0025 memory: 4390 loss: 2.9507 2022/12/07 11:47:39 - mmengine - INFO - Epoch(train) [125][ 200/5005] lr: 3.1565e-02 eta: 14:29:30 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 2.7876 2022/12/07 11:47:54 - mmengine - INFO - Epoch(train) [125][ 300/5005] lr: 3.1550e-02 eta: 14:29:17 time: 0.1408 data_time: 0.0021 memory: 4390 loss: 3.1245 2022/12/07 11:48:05 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:48:08 - mmengine - INFO - Epoch(train) [125][ 400/5005] lr: 3.1536e-02 eta: 14:29:03 time: 0.1402 data_time: 0.0020 memory: 4390 loss: 3.6739 2022/12/07 11:48:22 - mmengine - INFO - Epoch(train) [125][ 500/5005] lr: 3.1521e-02 eta: 14:28:49 time: 0.1394 data_time: 0.0021 memory: 4390 loss: 2.6994 2022/12/07 11:48:35 - mmengine - INFO - Epoch(train) [125][ 600/5005] lr: 3.1506e-02 eta: 14:28:36 time: 0.1379 data_time: 0.0020 memory: 4390 loss: 3.1053 2022/12/07 11:48:49 - mmengine - INFO - Epoch(train) [125][ 700/5005] lr: 3.1492e-02 eta: 14:28:22 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 3.4095 2022/12/07 11:49:03 - mmengine - INFO - Epoch(train) [125][ 800/5005] lr: 3.1477e-02 eta: 14:28:09 time: 0.1493 data_time: 0.0019 memory: 4390 loss: 3.6211 2022/12/07 11:49:17 - mmengine - INFO - Epoch(train) [125][ 900/5005] lr: 3.1463e-02 eta: 14:27:55 time: 0.1380 data_time: 0.0020 memory: 4390 loss: 3.0158 2022/12/07 11:49:31 - mmengine - INFO - Epoch(train) [125][1000/5005] lr: 3.1448e-02 eta: 14:27:41 time: 0.1383 data_time: 0.0019 memory: 4390 loss: 2.7275 2022/12/07 11:49:45 - mmengine - INFO - Epoch(train) [125][1100/5005] lr: 3.1434e-02 eta: 14:27:28 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 3.1283 2022/12/07 11:49:59 - mmengine - INFO - Epoch(train) [125][1200/5005] lr: 3.1419e-02 eta: 14:27:14 time: 0.1386 data_time: 0.0018 memory: 4390 loss: 2.9338 2022/12/07 11:50:13 - mmengine - INFO - Epoch(train) [125][1300/5005] lr: 3.1404e-02 eta: 14:27:00 time: 0.1380 data_time: 0.0019 memory: 4390 loss: 3.0927 2022/12/07 11:50:25 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:50:27 - mmengine - INFO - Epoch(train) [125][1400/5005] lr: 3.1390e-02 eta: 14:26:47 time: 0.1380 data_time: 0.0019 memory: 4390 loss: 3.2447 2022/12/07 11:50:41 - mmengine - INFO - Epoch(train) [125][1500/5005] lr: 3.1375e-02 eta: 14:26:33 time: 0.1382 data_time: 0.0018 memory: 4390 loss: 3.2211 2022/12/07 11:50:55 - mmengine - INFO - Epoch(train) [125][1600/5005] lr: 3.1361e-02 eta: 14:26:19 time: 0.1476 data_time: 0.0019 memory: 4390 loss: 3.0966 2022/12/07 11:51:09 - mmengine - INFO - Epoch(train) [125][1700/5005] lr: 3.1346e-02 eta: 14:26:06 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 2.8613 2022/12/07 11:51:23 - mmengine - INFO - Epoch(train) [125][1800/5005] lr: 3.1332e-02 eta: 14:25:52 time: 0.1383 data_time: 0.0019 memory: 4390 loss: 2.7143 2022/12/07 11:51:37 - mmengine - INFO - Epoch(train) [125][1900/5005] lr: 3.1317e-02 eta: 14:25:39 time: 0.1384 data_time: 0.0021 memory: 4390 loss: 3.0451 2022/12/07 11:51:51 - mmengine - INFO - Epoch(train) [125][2000/5005] lr: 3.1302e-02 eta: 14:25:25 time: 0.1449 data_time: 0.0019 memory: 4390 loss: 3.2317 2022/12/07 11:52:05 - mmengine - INFO - Epoch(train) [125][2100/5005] lr: 3.1288e-02 eta: 14:25:11 time: 0.1386 data_time: 0.0019 memory: 4390 loss: 2.9582 2022/12/07 11:52:19 - mmengine - INFO - Epoch(train) [125][2200/5005] lr: 3.1273e-02 eta: 14:24:58 time: 0.1382 data_time: 0.0019 memory: 4390 loss: 3.0507 2022/12/07 11:52:33 - mmengine - INFO - Epoch(train) [125][2300/5005] lr: 3.1259e-02 eta: 14:24:44 time: 0.1392 data_time: 0.0020 memory: 4390 loss: 2.6601 2022/12/07 11:52:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:52:47 - mmengine - INFO - Epoch(train) [125][2400/5005] lr: 3.1244e-02 eta: 14:24:31 time: 0.1397 data_time: 0.0019 memory: 4390 loss: 3.6367 2022/12/07 11:53:02 - mmengine - INFO - Epoch(train) [125][2500/5005] lr: 3.1230e-02 eta: 14:24:17 time: 0.1391 data_time: 0.0019 memory: 4390 loss: 3.3239 2022/12/07 11:53:16 - mmengine - INFO - Epoch(train) [125][2600/5005] lr: 3.1215e-02 eta: 14:24:03 time: 0.1389 data_time: 0.0025 memory: 4390 loss: 2.9935 2022/12/07 11:53:30 - mmengine - INFO - Epoch(train) [125][2700/5005] lr: 3.1201e-02 eta: 14:23:50 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 3.0800 2022/12/07 11:53:44 - mmengine - INFO - Epoch(train) [125][2800/5005] lr: 3.1186e-02 eta: 14:23:36 time: 0.1391 data_time: 0.0025 memory: 4390 loss: 3.0235 2022/12/07 11:53:58 - mmengine - INFO - Epoch(train) [125][2900/5005] lr: 3.1172e-02 eta: 14:23:23 time: 0.1400 data_time: 0.0019 memory: 4390 loss: 2.8482 2022/12/07 11:54:12 - mmengine - INFO - Epoch(train) [125][3000/5005] lr: 3.1157e-02 eta: 14:23:09 time: 0.1404 data_time: 0.0019 memory: 4390 loss: 3.0539 2022/12/07 11:54:26 - mmengine - INFO - Epoch(train) [125][3100/5005] lr: 3.1142e-02 eta: 14:22:55 time: 0.1393 data_time: 0.0018 memory: 4390 loss: 2.7192 2022/12/07 11:54:40 - mmengine - INFO - Epoch(train) [125][3200/5005] lr: 3.1128e-02 eta: 14:22:42 time: 0.1386 data_time: 0.0019 memory: 4390 loss: 2.8632 2022/12/07 11:54:54 - mmengine - INFO - Epoch(train) [125][3300/5005] lr: 3.1113e-02 eta: 14:22:28 time: 0.1438 data_time: 0.0019 memory: 4390 loss: 3.4408 2022/12/07 11:55:05 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:55:08 - mmengine - INFO - Epoch(train) [125][3400/5005] lr: 3.1099e-02 eta: 14:22:15 time: 0.1394 data_time: 0.0019 memory: 4390 loss: 2.9419 2022/12/07 11:55:22 - mmengine - INFO - Epoch(train) [125][3500/5005] lr: 3.1084e-02 eta: 14:22:01 time: 0.1386 data_time: 0.0018 memory: 4390 loss: 3.0547 2022/12/07 11:55:36 - mmengine - INFO - Epoch(train) [125][3600/5005] lr: 3.1070e-02 eta: 14:21:48 time: 0.1442 data_time: 0.0018 memory: 4390 loss: 3.3239 2022/12/07 11:55:50 - mmengine - INFO - Epoch(train) [125][3700/5005] lr: 3.1055e-02 eta: 14:21:34 time: 0.1392 data_time: 0.0018 memory: 4390 loss: 2.8441 2022/12/07 11:56:04 - mmengine - INFO - Epoch(train) [125][3800/5005] lr: 3.1041e-02 eta: 14:21:20 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 2.9330 2022/12/07 11:56:18 - mmengine - INFO - Epoch(train) [125][3900/5005] lr: 3.1026e-02 eta: 14:21:07 time: 0.1397 data_time: 0.0018 memory: 4390 loss: 3.2780 2022/12/07 11:56:32 - mmengine - INFO - Epoch(train) [125][4000/5005] lr: 3.1012e-02 eta: 14:20:53 time: 0.1386 data_time: 0.0018 memory: 4390 loss: 3.2727 2022/12/07 11:56:46 - mmengine - INFO - Epoch(train) [125][4100/5005] lr: 3.0997e-02 eta: 14:20:39 time: 0.1398 data_time: 0.0019 memory: 4390 loss: 3.3123 2022/12/07 11:57:00 - mmengine - INFO - Epoch(train) [125][4200/5005] lr: 3.0983e-02 eta: 14:20:26 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 3.3964 2022/12/07 11:57:14 - mmengine - INFO - Epoch(train) [125][4300/5005] lr: 3.0968e-02 eta: 14:20:12 time: 0.1378 data_time: 0.0019 memory: 4390 loss: 3.3978 2022/12/07 11:57:25 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:57:28 - mmengine - INFO - Epoch(train) [125][4400/5005] lr: 3.0954e-02 eta: 14:19:59 time: 0.1396 data_time: 0.0019 memory: 4390 loss: 3.5359 2022/12/07 11:57:42 - mmengine - INFO - Epoch(train) [125][4500/5005] lr: 3.0939e-02 eta: 14:19:45 time: 0.1423 data_time: 0.0020 memory: 4390 loss: 2.9037 2022/12/07 11:57:56 - mmengine - INFO - Epoch(train) [125][4600/5005] lr: 3.0925e-02 eta: 14:19:31 time: 0.1397 data_time: 0.0019 memory: 4390 loss: 3.5168 2022/12/07 11:58:10 - mmengine - INFO - Epoch(train) [125][4700/5005] lr: 3.0910e-02 eta: 14:19:18 time: 0.1380 data_time: 0.0019 memory: 4390 loss: 2.9736 2022/12/07 11:58:24 - mmengine - INFO - Epoch(train) [125][4800/5005] lr: 3.0896e-02 eta: 14:19:04 time: 0.1395 data_time: 0.0020 memory: 4390 loss: 2.9434 2022/12/07 11:58:38 - mmengine - INFO - Epoch(train) [125][4900/5005] lr: 3.0881e-02 eta: 14:18:51 time: 0.1396 data_time: 0.0021 memory: 4390 loss: 3.0354 2022/12/07 11:58:52 - mmengine - INFO - Epoch(train) [125][5000/5005] lr: 3.0867e-02 eta: 14:18:37 time: 0.1404 data_time: 0.0029 memory: 4390 loss: 3.6194 2022/12/07 11:58:53 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 11:58:53 - mmengine - INFO - Saving checkpoint at 125 epochs 2022/12/07 11:59:03 - mmengine - INFO - Epoch(val) [125][100/196] eta: 0:00:07 time: 0.0746 data_time: 0.0444 memory: 4390 2022/12/07 11:59:22 - mmengine - INFO - Epoch(val) [125][196/196] accuracy/top1: 71.1660 accuracy/top5: 90.6040 2022/12/07 11:59:37 - mmengine - INFO - Epoch(train) [126][ 100/5005] lr: 3.0851e-02 eta: 14:18:23 time: 0.1427 data_time: 0.0020 memory: 4390 loss: 3.2905 2022/12/07 11:59:51 - mmengine - INFO - Epoch(train) [126][ 200/5005] lr: 3.0837e-02 eta: 14:18:10 time: 0.1396 data_time: 0.0020 memory: 4390 loss: 3.5644 2022/12/07 12:00:05 - mmengine - INFO - Epoch(train) [126][ 300/5005] lr: 3.0822e-02 eta: 14:17:56 time: 0.1384 data_time: 0.0026 memory: 4390 loss: 3.7454 2022/12/07 12:00:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:00:19 - mmengine - INFO - Epoch(train) [126][ 400/5005] lr: 3.0808e-02 eta: 14:17:43 time: 0.1395 data_time: 0.0027 memory: 4390 loss: 3.1090 2022/12/07 12:00:33 - mmengine - INFO - Epoch(train) [126][ 500/5005] lr: 3.0794e-02 eta: 14:17:29 time: 0.1403 data_time: 0.0026 memory: 4390 loss: 2.7039 2022/12/07 12:00:47 - mmengine - INFO - Epoch(train) [126][ 600/5005] lr: 3.0779e-02 eta: 14:17:16 time: 0.1380 data_time: 0.0024 memory: 4390 loss: 2.9056 2022/12/07 12:01:01 - mmengine - INFO - Epoch(train) [126][ 700/5005] lr: 3.0765e-02 eta: 14:17:02 time: 0.1381 data_time: 0.0026 memory: 4390 loss: 3.0371 2022/12/07 12:01:15 - mmengine - INFO - Epoch(train) [126][ 800/5005] lr: 3.0750e-02 eta: 14:16:48 time: 0.1397 data_time: 0.0026 memory: 4390 loss: 2.8655 2022/12/07 12:01:29 - mmengine - INFO - Epoch(train) [126][ 900/5005] lr: 3.0736e-02 eta: 14:16:35 time: 0.1394 data_time: 0.0026 memory: 4390 loss: 3.4056 2022/12/07 12:01:43 - mmengine - INFO - Epoch(train) [126][1000/5005] lr: 3.0721e-02 eta: 14:16:21 time: 0.1381 data_time: 0.0026 memory: 4390 loss: 2.9506 2022/12/07 12:01:57 - mmengine - INFO - Epoch(train) [126][1100/5005] lr: 3.0707e-02 eta: 14:16:07 time: 0.1379 data_time: 0.0026 memory: 4390 loss: 2.6688 2022/12/07 12:02:11 - mmengine - INFO - Epoch(train) [126][1200/5005] lr: 3.0692e-02 eta: 14:15:54 time: 0.1399 data_time: 0.0026 memory: 4390 loss: 2.7629 2022/12/07 12:02:25 - mmengine - INFO - Epoch(train) [126][1300/5005] lr: 3.0678e-02 eta: 14:15:40 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 3.2847 2022/12/07 12:02:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:02:39 - mmengine - INFO - Epoch(train) [126][1400/5005] lr: 3.0663e-02 eta: 14:15:27 time: 0.1393 data_time: 0.0025 memory: 4390 loss: 3.1533 2022/12/07 12:02:53 - mmengine - INFO - Epoch(train) [126][1500/5005] lr: 3.0649e-02 eta: 14:15:13 time: 0.1384 data_time: 0.0025 memory: 4390 loss: 2.8715 2022/12/07 12:03:08 - mmengine - INFO - Epoch(train) [126][1600/5005] lr: 3.0634e-02 eta: 14:14:59 time: 0.1391 data_time: 0.0026 memory: 4390 loss: 3.0848 2022/12/07 12:03:21 - mmengine - INFO - Epoch(train) [126][1700/5005] lr: 3.0620e-02 eta: 14:14:46 time: 0.1377 data_time: 0.0024 memory: 4390 loss: 2.9061 2022/12/07 12:03:35 - mmengine - INFO - Epoch(train) [126][1800/5005] lr: 3.0605e-02 eta: 14:14:32 time: 0.1384 data_time: 0.0026 memory: 4390 loss: 3.0291 2022/12/07 12:03:50 - mmengine - INFO - Epoch(train) [126][1900/5005] lr: 3.0591e-02 eta: 14:14:18 time: 0.1391 data_time: 0.0019 memory: 4390 loss: 3.1870 2022/12/07 12:04:04 - mmengine - INFO - Epoch(train) [126][2000/5005] lr: 3.0576e-02 eta: 14:14:05 time: 0.1387 data_time: 0.0021 memory: 4390 loss: 3.5086 2022/12/07 12:04:18 - mmengine - INFO - Epoch(train) [126][2100/5005] lr: 3.0562e-02 eta: 14:13:51 time: 0.1386 data_time: 0.0021 memory: 4390 loss: 3.2528 2022/12/07 12:04:32 - mmengine - INFO - Epoch(train) [126][2200/5005] lr: 3.0547e-02 eta: 14:13:38 time: 0.1387 data_time: 0.0022 memory: 4390 loss: 3.4702 2022/12/07 12:04:46 - mmengine - INFO - Epoch(train) [126][2300/5005] lr: 3.0533e-02 eta: 14:13:24 time: 0.1389 data_time: 0.0020 memory: 4390 loss: 3.2885 2022/12/07 12:04:56 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:05:00 - mmengine - INFO - Epoch(train) [126][2400/5005] lr: 3.0519e-02 eta: 14:13:10 time: 0.1391 data_time: 0.0022 memory: 4390 loss: 2.7068 2022/12/07 12:05:14 - mmengine - INFO - Epoch(train) [126][2500/5005] lr: 3.0504e-02 eta: 14:12:57 time: 0.1394 data_time: 0.0024 memory: 4390 loss: 3.4303 2022/12/07 12:05:28 - mmengine - INFO - Epoch(train) [126][2600/5005] lr: 3.0490e-02 eta: 14:12:43 time: 0.1407 data_time: 0.0021 memory: 4390 loss: 3.1277 2022/12/07 12:05:42 - mmengine - INFO - Epoch(train) [126][2700/5005] lr: 3.0475e-02 eta: 14:12:30 time: 0.1395 data_time: 0.0020 memory: 4390 loss: 3.3019 2022/12/07 12:05:56 - mmengine - INFO - Epoch(train) [126][2800/5005] lr: 3.0461e-02 eta: 14:12:16 time: 0.1400 data_time: 0.0021 memory: 4390 loss: 3.3587 2022/12/07 12:06:10 - mmengine - INFO - Epoch(train) [126][2900/5005] lr: 3.0446e-02 eta: 14:12:03 time: 0.1384 data_time: 0.0025 memory: 4390 loss: 3.6399 2022/12/07 12:06:24 - mmengine - INFO - Epoch(train) [126][3000/5005] lr: 3.0432e-02 eta: 14:11:49 time: 0.1387 data_time: 0.0020 memory: 4390 loss: 3.2470 2022/12/07 12:06:38 - mmengine - INFO - Epoch(train) [126][3100/5005] lr: 3.0417e-02 eta: 14:11:35 time: 0.1380 data_time: 0.0022 memory: 4390 loss: 3.1623 2022/12/07 12:06:52 - mmengine - INFO - Epoch(train) [126][3200/5005] lr: 3.0403e-02 eta: 14:11:22 time: 0.1376 data_time: 0.0020 memory: 4390 loss: 3.5158 2022/12/07 12:07:06 - mmengine - INFO - Epoch(train) [126][3300/5005] lr: 3.0389e-02 eta: 14:11:08 time: 0.1380 data_time: 0.0021 memory: 4390 loss: 3.2073 2022/12/07 12:07:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:07:20 - mmengine - INFO - Epoch(train) [126][3400/5005] lr: 3.0374e-02 eta: 14:10:54 time: 0.1382 data_time: 0.0023 memory: 4390 loss: 3.0347 2022/12/07 12:07:34 - mmengine - INFO - Epoch(train) [126][3500/5005] lr: 3.0360e-02 eta: 14:10:41 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 2.8917 2022/12/07 12:07:48 - mmengine - INFO - Epoch(train) [126][3600/5005] lr: 3.0345e-02 eta: 14:10:27 time: 0.1391 data_time: 0.0022 memory: 4390 loss: 3.8793 2022/12/07 12:08:02 - mmengine - INFO - Epoch(train) [126][3700/5005] lr: 3.0331e-02 eta: 14:10:13 time: 0.1387 data_time: 0.0021 memory: 4390 loss: 3.0700 2022/12/07 12:08:16 - mmengine - INFO - Epoch(train) [126][3800/5005] lr: 3.0316e-02 eta: 14:10:00 time: 0.1386 data_time: 0.0020 memory: 4390 loss: 3.1356 2022/12/07 12:08:30 - mmengine - INFO - Epoch(train) [126][3900/5005] lr: 3.0302e-02 eta: 14:09:46 time: 0.1403 data_time: 0.0021 memory: 4390 loss: 3.3009 2022/12/07 12:08:44 - mmengine - INFO - Epoch(train) [126][4000/5005] lr: 3.0288e-02 eta: 14:09:33 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 3.2073 2022/12/07 12:08:58 - mmengine - INFO - Epoch(train) [126][4100/5005] lr: 3.0273e-02 eta: 14:09:19 time: 0.1401 data_time: 0.0020 memory: 4390 loss: 3.0958 2022/12/07 12:09:13 - mmengine - INFO - Epoch(train) [126][4200/5005] lr: 3.0259e-02 eta: 14:09:06 time: 0.1395 data_time: 0.0019 memory: 4390 loss: 3.4503 2022/12/07 12:09:27 - mmengine - INFO - Epoch(train) [126][4300/5005] lr: 3.0244e-02 eta: 14:08:52 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 3.1768 2022/12/07 12:09:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:09:41 - mmengine - INFO - Epoch(train) [126][4400/5005] lr: 3.0230e-02 eta: 14:08:38 time: 0.1384 data_time: 0.0021 memory: 4390 loss: 3.1486 2022/12/07 12:09:55 - mmengine - INFO - Epoch(train) [126][4500/5005] lr: 3.0216e-02 eta: 14:08:25 time: 0.1387 data_time: 0.0021 memory: 4390 loss: 3.6770 2022/12/07 12:10:09 - mmengine - INFO - Epoch(train) [126][4600/5005] lr: 3.0201e-02 eta: 14:08:11 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 3.6106 2022/12/07 12:10:23 - mmengine - INFO - Epoch(train) [126][4700/5005] lr: 3.0187e-02 eta: 14:07:58 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 3.7385 2022/12/07 12:10:37 - mmengine - INFO - Epoch(train) [126][4800/5005] lr: 3.0172e-02 eta: 14:07:44 time: 0.1394 data_time: 0.0022 memory: 4390 loss: 2.7541 2022/12/07 12:10:51 - mmengine - INFO - Epoch(train) [126][4900/5005] lr: 3.0158e-02 eta: 14:07:31 time: 0.1391 data_time: 0.0019 memory: 4390 loss: 3.4489 2022/12/07 12:11:05 - mmengine - INFO - Epoch(train) [126][5000/5005] lr: 3.0143e-02 eta: 14:07:17 time: 0.1406 data_time: 0.0027 memory: 4390 loss: 3.3616 2022/12/07 12:11:06 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:11:06 - mmengine - INFO - Saving checkpoint at 126 epochs 2022/12/07 12:11:16 - mmengine - INFO - Epoch(val) [126][100/196] eta: 0:00:07 time: 0.0741 data_time: 0.0428 memory: 4390 2022/12/07 12:11:35 - mmengine - INFO - Epoch(val) [126][196/196] accuracy/top1: 71.3460 accuracy/top5: 90.6760 2022/12/07 12:11:50 - mmengine - INFO - Epoch(train) [127][ 100/5005] lr: 3.0128e-02 eta: 14:07:03 time: 0.1397 data_time: 0.0018 memory: 4390 loss: 3.2588 2022/12/07 12:12:05 - mmengine - INFO - Epoch(train) [127][ 200/5005] lr: 3.0114e-02 eta: 14:06:50 time: 0.1454 data_time: 0.0020 memory: 4390 loss: 2.9522 2022/12/07 12:12:19 - mmengine - INFO - Epoch(train) [127][ 300/5005] lr: 3.0100e-02 eta: 14:06:36 time: 0.1407 data_time: 0.0022 memory: 4390 loss: 2.9720 2022/12/07 12:12:29 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:12:33 - mmengine - INFO - Epoch(train) [127][ 400/5005] lr: 3.0085e-02 eta: 14:06:23 time: 0.1402 data_time: 0.0019 memory: 4390 loss: 2.8286 2022/12/07 12:12:47 - mmengine - INFO - Epoch(train) [127][ 500/5005] lr: 3.0071e-02 eta: 14:06:09 time: 0.1392 data_time: 0.0023 memory: 4390 loss: 2.9763 2022/12/07 12:13:01 - mmengine - INFO - Epoch(train) [127][ 600/5005] lr: 3.0056e-02 eta: 14:05:56 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 3.1306 2022/12/07 12:13:15 - mmengine - INFO - Epoch(train) [127][ 700/5005] lr: 3.0042e-02 eta: 14:05:42 time: 0.1393 data_time: 0.0018 memory: 4390 loss: 3.0957 2022/12/07 12:13:29 - mmengine - INFO - Epoch(train) [127][ 800/5005] lr: 3.0028e-02 eta: 14:05:28 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 2.9413 2022/12/07 12:13:43 - mmengine - INFO - Epoch(train) [127][ 900/5005] lr: 3.0013e-02 eta: 14:05:15 time: 0.1391 data_time: 0.0019 memory: 4390 loss: 3.2520 2022/12/07 12:13:57 - mmengine - INFO - Epoch(train) [127][1000/5005] lr: 2.9999e-02 eta: 14:05:01 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 2.6884 2022/12/07 12:14:11 - mmengine - INFO - Epoch(train) [127][1100/5005] lr: 2.9984e-02 eta: 14:04:47 time: 0.1414 data_time: 0.0020 memory: 4390 loss: 2.8671 2022/12/07 12:14:25 - mmengine - INFO - Epoch(train) [127][1200/5005] lr: 2.9970e-02 eta: 14:04:34 time: 0.1471 data_time: 0.0022 memory: 4390 loss: 3.4165 2022/12/07 12:14:39 - mmengine - INFO - Epoch(train) [127][1300/5005] lr: 2.9956e-02 eta: 14:04:20 time: 0.1389 data_time: 0.0022 memory: 4390 loss: 2.9275 2022/12/07 12:14:49 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:14:54 - mmengine - INFO - Epoch(train) [127][1400/5005] lr: 2.9941e-02 eta: 14:04:07 time: 0.1395 data_time: 0.0024 memory: 4390 loss: 3.1508 2022/12/07 12:15:08 - mmengine - INFO - Epoch(train) [127][1500/5005] lr: 2.9927e-02 eta: 14:03:53 time: 0.1416 data_time: 0.0020 memory: 4390 loss: 3.6974 2022/12/07 12:15:22 - mmengine - INFO - Epoch(train) [127][1600/5005] lr: 2.9913e-02 eta: 14:03:40 time: 0.1392 data_time: 0.0020 memory: 4390 loss: 2.8620 2022/12/07 12:15:36 - mmengine - INFO - Epoch(train) [127][1700/5005] lr: 2.9898e-02 eta: 14:03:26 time: 0.1414 data_time: 0.0019 memory: 4390 loss: 3.1029 2022/12/07 12:15:50 - mmengine - INFO - Epoch(train) [127][1800/5005] lr: 2.9884e-02 eta: 14:03:13 time: 0.1404 data_time: 0.0019 memory: 4390 loss: 3.1921 2022/12/07 12:16:04 - mmengine - INFO - Epoch(train) [127][1900/5005] lr: 2.9869e-02 eta: 14:02:59 time: 0.1393 data_time: 0.0018 memory: 4390 loss: 2.9801 2022/12/07 12:16:18 - mmengine - INFO - Epoch(train) [127][2000/5005] lr: 2.9855e-02 eta: 14:02:46 time: 0.1392 data_time: 0.0018 memory: 4390 loss: 2.5408 2022/12/07 12:16:32 - mmengine - INFO - Epoch(train) [127][2100/5005] lr: 2.9841e-02 eta: 14:02:32 time: 0.1388 data_time: 0.0019 memory: 4390 loss: 2.9813 2022/12/07 12:16:46 - mmengine - INFO - Epoch(train) [127][2200/5005] lr: 2.9826e-02 eta: 14:02:18 time: 0.1385 data_time: 0.0020 memory: 4390 loss: 3.2640 2022/12/07 12:17:01 - mmengine - INFO - Epoch(train) [127][2300/5005] lr: 2.9812e-02 eta: 14:02:05 time: 0.1392 data_time: 0.0019 memory: 4390 loss: 3.3254 2022/12/07 12:17:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:17:15 - mmengine - INFO - Epoch(train) [127][2400/5005] lr: 2.9798e-02 eta: 14:01:51 time: 0.1392 data_time: 0.0020 memory: 4390 loss: 2.8900 2022/12/07 12:17:29 - mmengine - INFO - Epoch(train) [127][2500/5005] lr: 2.9783e-02 eta: 14:01:38 time: 0.1410 data_time: 0.0018 memory: 4390 loss: 2.9471 2022/12/07 12:17:43 - mmengine - INFO - Epoch(train) [127][2600/5005] lr: 2.9769e-02 eta: 14:01:24 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 3.7017 2022/12/07 12:17:57 - mmengine - INFO - Epoch(train) [127][2700/5005] lr: 2.9755e-02 eta: 14:01:10 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 2.8149 2022/12/07 12:18:11 - mmengine - INFO - Epoch(train) [127][2800/5005] lr: 2.9740e-02 eta: 14:00:57 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 3.1732 2022/12/07 12:18:25 - mmengine - INFO - Epoch(train) [127][2900/5005] lr: 2.9726e-02 eta: 14:00:43 time: 0.1378 data_time: 0.0019 memory: 4390 loss: 3.3297 2022/12/07 12:18:39 - mmengine - INFO - Epoch(train) [127][3000/5005] lr: 2.9712e-02 eta: 14:00:29 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 3.1915 2022/12/07 12:18:53 - mmengine - INFO - Epoch(train) [127][3100/5005] lr: 2.9697e-02 eta: 14:00:16 time: 0.1380 data_time: 0.0019 memory: 4390 loss: 3.2680 2022/12/07 12:19:07 - mmengine - INFO - Epoch(train) [127][3200/5005] lr: 2.9683e-02 eta: 14:00:02 time: 0.1389 data_time: 0.0020 memory: 4390 loss: 3.0470 2022/12/07 12:19:21 - mmengine - INFO - Epoch(train) [127][3300/5005] lr: 2.9669e-02 eta: 13:59:49 time: 0.1381 data_time: 0.0019 memory: 4390 loss: 2.8284 2022/12/07 12:19:31 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:19:35 - mmengine - INFO - Epoch(train) [127][3400/5005] lr: 2.9654e-02 eta: 13:59:35 time: 0.1384 data_time: 0.0019 memory: 4390 loss: 3.2197 2022/12/07 12:19:49 - mmengine - INFO - Epoch(train) [127][3500/5005] lr: 2.9640e-02 eta: 13:59:21 time: 0.1386 data_time: 0.0019 memory: 4390 loss: 3.1340 2022/12/07 12:20:03 - mmengine - INFO - Epoch(train) [127][3600/5005] lr: 2.9626e-02 eta: 13:59:08 time: 0.1401 data_time: 0.0020 memory: 4390 loss: 3.4747 2022/12/07 12:20:17 - mmengine - INFO - Epoch(train) [127][3700/5005] lr: 2.9611e-02 eta: 13:58:54 time: 0.1403 data_time: 0.0021 memory: 4390 loss: 3.6154 2022/12/07 12:20:31 - mmengine - INFO - Epoch(train) [127][3800/5005] lr: 2.9597e-02 eta: 13:58:41 time: 0.1388 data_time: 0.0019 memory: 4390 loss: 2.7065 2022/12/07 12:20:46 - mmengine - INFO - Epoch(train) [127][3900/5005] lr: 2.9583e-02 eta: 13:58:27 time: 0.1445 data_time: 0.0020 memory: 4390 loss: 3.3215 2022/12/07 12:21:00 - mmengine - INFO - Epoch(train) [127][4000/5005] lr: 2.9568e-02 eta: 13:58:14 time: 0.1397 data_time: 0.0021 memory: 4390 loss: 2.9223 2022/12/07 12:21:14 - mmengine - INFO - Epoch(train) [127][4100/5005] lr: 2.9554e-02 eta: 13:58:00 time: 0.1379 data_time: 0.0019 memory: 4390 loss: 2.7388 2022/12/07 12:21:28 - mmengine - INFO - Epoch(train) [127][4200/5005] lr: 2.9540e-02 eta: 13:57:46 time: 0.1398 data_time: 0.0020 memory: 4390 loss: 2.8767 2022/12/07 12:21:42 - mmengine - INFO - Epoch(train) [127][4300/5005] lr: 2.9525e-02 eta: 13:57:33 time: 0.1383 data_time: 0.0019 memory: 4390 loss: 2.8854 2022/12/07 12:21:52 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:21:56 - mmengine - INFO - Epoch(train) [127][4400/5005] lr: 2.9511e-02 eta: 13:57:19 time: 0.1388 data_time: 0.0019 memory: 4390 loss: 3.3879 2022/12/07 12:22:10 - mmengine - INFO - Epoch(train) [127][4500/5005] lr: 2.9497e-02 eta: 13:57:06 time: 0.1387 data_time: 0.0018 memory: 4390 loss: 3.1207 2022/12/07 12:22:24 - mmengine - INFO - Epoch(train) [127][4600/5005] lr: 2.9482e-02 eta: 13:56:52 time: 0.1385 data_time: 0.0019 memory: 4390 loss: 3.1447 2022/12/07 12:22:38 - mmengine - INFO - Epoch(train) [127][4700/5005] lr: 2.9468e-02 eta: 13:56:38 time: 0.1386 data_time: 0.0021 memory: 4390 loss: 3.2266 2022/12/07 12:22:52 - mmengine - INFO - Epoch(train) [127][4800/5005] lr: 2.9454e-02 eta: 13:56:25 time: 0.1394 data_time: 0.0023 memory: 4390 loss: 2.8846 2022/12/07 12:23:06 - mmengine - INFO - Epoch(train) [127][4900/5005] lr: 2.9439e-02 eta: 13:56:11 time: 0.1387 data_time: 0.0024 memory: 4390 loss: 2.9826 2022/12/07 12:23:21 - mmengine - INFO - Epoch(train) [127][5000/5005] lr: 2.9425e-02 eta: 13:55:58 time: 0.1402 data_time: 0.0029 memory: 4390 loss: 3.0251 2022/12/07 12:23:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:23:21 - mmengine - INFO - Saving checkpoint at 127 epochs 2022/12/07 12:23:31 - mmengine - INFO - Epoch(val) [127][100/196] eta: 0:00:07 time: 0.0762 data_time: 0.0453 memory: 4390 2022/12/07 12:23:50 - mmengine - INFO - Epoch(val) [127][196/196] accuracy/top1: 71.5120 accuracy/top5: 90.8460 2022/12/07 12:24:05 - mmengine - INFO - Epoch(train) [128][ 100/5005] lr: 2.9410e-02 eta: 13:55:44 time: 0.1475 data_time: 0.0019 memory: 4390 loss: 3.0478 2022/12/07 12:24:19 - mmengine - INFO - Epoch(train) [128][ 200/5005] lr: 2.9396e-02 eta: 13:55:30 time: 0.1404 data_time: 0.0018 memory: 4390 loss: 2.8933 2022/12/07 12:24:33 - mmengine - INFO - Epoch(train) [128][ 300/5005] lr: 2.9382e-02 eta: 13:55:17 time: 0.1396 data_time: 0.0020 memory: 4390 loss: 3.4410 2022/12/07 12:24:42 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:24:47 - mmengine - INFO - Epoch(train) [128][ 400/5005] lr: 2.9367e-02 eta: 13:55:03 time: 0.1392 data_time: 0.0020 memory: 4390 loss: 3.0948 2022/12/07 12:25:01 - mmengine - INFO - Epoch(train) [128][ 500/5005] lr: 2.9353e-02 eta: 13:54:50 time: 0.1394 data_time: 0.0019 memory: 4390 loss: 3.0546 2022/12/07 12:25:15 - mmengine - INFO - Epoch(train) [128][ 600/5005] lr: 2.9339e-02 eta: 13:54:36 time: 0.1395 data_time: 0.0020 memory: 4390 loss: 3.0674 2022/12/07 12:25:29 - mmengine - INFO - Epoch(train) [128][ 700/5005] lr: 2.9324e-02 eta: 13:54:22 time: 0.1399 data_time: 0.0020 memory: 4390 loss: 3.1623 2022/12/07 12:25:43 - mmengine - INFO - Epoch(train) [128][ 800/5005] lr: 2.9310e-02 eta: 13:54:09 time: 0.1389 data_time: 0.0026 memory: 4390 loss: 2.7280 2022/12/07 12:25:57 - mmengine - INFO - Epoch(train) [128][ 900/5005] lr: 2.9296e-02 eta: 13:53:55 time: 0.1405 data_time: 0.0020 memory: 4390 loss: 3.0538 2022/12/07 12:26:12 - mmengine - INFO - Epoch(train) [128][1000/5005] lr: 2.9282e-02 eta: 13:53:42 time: 0.1393 data_time: 0.0018 memory: 4390 loss: 2.7996 2022/12/07 12:26:26 - mmengine - INFO - Epoch(train) [128][1100/5005] lr: 2.9267e-02 eta: 13:53:28 time: 0.1390 data_time: 0.0025 memory: 4390 loss: 3.1791 2022/12/07 12:26:40 - mmengine - INFO - Epoch(train) [128][1200/5005] lr: 2.9253e-02 eta: 13:53:15 time: 0.1402 data_time: 0.0025 memory: 4390 loss: 3.6974 2022/12/07 12:26:54 - mmengine - INFO - Epoch(train) [128][1300/5005] lr: 2.9239e-02 eta: 13:53:01 time: 0.1491 data_time: 0.0026 memory: 4390 loss: 3.2755 2022/12/07 12:27:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:27:08 - mmengine - INFO - Epoch(train) [128][1400/5005] lr: 2.9224e-02 eta: 13:52:47 time: 0.1395 data_time: 0.0030 memory: 4390 loss: 2.7632 2022/12/07 12:27:22 - mmengine - INFO - Epoch(train) [128][1500/5005] lr: 2.9210e-02 eta: 13:52:34 time: 0.1385 data_time: 0.0019 memory: 4390 loss: 3.7265 2022/12/07 12:27:36 - mmengine - INFO - Epoch(train) [128][1600/5005] lr: 2.9196e-02 eta: 13:52:20 time: 0.1405 data_time: 0.0021 memory: 4390 loss: 2.8281 2022/12/07 12:27:50 - mmengine - INFO - Epoch(train) [128][1700/5005] lr: 2.9182e-02 eta: 13:52:07 time: 0.1384 data_time: 0.0020 memory: 4390 loss: 3.2466 2022/12/07 12:28:04 - mmengine - INFO - Epoch(train) [128][1800/5005] lr: 2.9167e-02 eta: 13:51:53 time: 0.1386 data_time: 0.0020 memory: 4390 loss: 3.3163 2022/12/07 12:28:18 - mmengine - INFO - Epoch(train) [128][1900/5005] lr: 2.9153e-02 eta: 13:51:39 time: 0.1400 data_time: 0.0021 memory: 4390 loss: 3.3365 2022/12/07 12:28:32 - mmengine - INFO - Epoch(train) [128][2000/5005] lr: 2.9139e-02 eta: 13:51:26 time: 0.1403 data_time: 0.0020 memory: 4390 loss: 3.3329 2022/12/07 12:28:46 - mmengine - INFO - Epoch(train) [128][2100/5005] lr: 2.9125e-02 eta: 13:51:12 time: 0.1403 data_time: 0.0022 memory: 4390 loss: 2.6226 2022/12/07 12:29:01 - mmengine - INFO - Epoch(train) [128][2200/5005] lr: 2.9110e-02 eta: 13:50:59 time: 0.1401 data_time: 0.0028 memory: 4390 loss: 2.8057 2022/12/07 12:29:15 - mmengine - INFO - Epoch(train) [128][2300/5005] lr: 2.9096e-02 eta: 13:50:45 time: 0.1396 data_time: 0.0020 memory: 4390 loss: 2.9434 2022/12/07 12:29:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:29:29 - mmengine - INFO - Epoch(train) [128][2400/5005] lr: 2.9082e-02 eta: 13:50:31 time: 0.1404 data_time: 0.0020 memory: 4390 loss: 3.2294 2022/12/07 12:29:43 - mmengine - INFO - Epoch(train) [128][2500/5005] lr: 2.9068e-02 eta: 13:50:18 time: 0.1387 data_time: 0.0020 memory: 4390 loss: 2.6852 2022/12/07 12:29:57 - mmengine - INFO - Epoch(train) [128][2600/5005] lr: 2.9053e-02 eta: 13:50:04 time: 0.1393 data_time: 0.0019 memory: 4390 loss: 3.0551 2022/12/07 12:30:11 - mmengine - INFO - Epoch(train) [128][2700/5005] lr: 2.9039e-02 eta: 13:49:51 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 2.7130 2022/12/07 12:30:25 - mmengine - INFO - Epoch(train) [128][2800/5005] lr: 2.9025e-02 eta: 13:49:37 time: 0.1396 data_time: 0.0020 memory: 4390 loss: 3.3270 2022/12/07 12:30:39 - mmengine - INFO - Epoch(train) [128][2900/5005] lr: 2.9011e-02 eta: 13:49:23 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 2.9192 2022/12/07 12:30:53 - mmengine - INFO - Epoch(train) [128][3000/5005] lr: 2.8996e-02 eta: 13:49:10 time: 0.1380 data_time: 0.0019 memory: 4390 loss: 2.8970 2022/12/07 12:31:07 - mmengine - INFO - Epoch(train) [128][3100/5005] lr: 2.8982e-02 eta: 13:48:56 time: 0.1385 data_time: 0.0019 memory: 4390 loss: 2.6806 2022/12/07 12:31:21 - mmengine - INFO - Epoch(train) [128][3200/5005] lr: 2.8968e-02 eta: 13:48:43 time: 0.1385 data_time: 0.0020 memory: 4390 loss: 3.0372 2022/12/07 12:31:35 - mmengine - INFO - Epoch(train) [128][3300/5005] lr: 2.8954e-02 eta: 13:48:29 time: 0.1383 data_time: 0.0019 memory: 4390 loss: 3.4560 2022/12/07 12:31:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:31:49 - mmengine - INFO - Epoch(train) [128][3400/5005] lr: 2.8939e-02 eta: 13:48:15 time: 0.1384 data_time: 0.0019 memory: 4390 loss: 2.7874 2022/12/07 12:32:03 - mmengine - INFO - Epoch(train) [128][3500/5005] lr: 2.8925e-02 eta: 13:48:02 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 2.8018 2022/12/07 12:32:17 - mmengine - INFO - Epoch(train) [128][3600/5005] lr: 2.8911e-02 eta: 13:47:48 time: 0.1400 data_time: 0.0024 memory: 4390 loss: 2.7354 2022/12/07 12:32:31 - mmengine - INFO - Epoch(train) [128][3700/5005] lr: 2.8897e-02 eta: 13:47:34 time: 0.1386 data_time: 0.0019 memory: 4390 loss: 3.1539 2022/12/07 12:32:45 - mmengine - INFO - Epoch(train) [128][3800/5005] lr: 2.8882e-02 eta: 13:47:21 time: 0.1386 data_time: 0.0022 memory: 4390 loss: 2.9392 2022/12/07 12:32:59 - mmengine - INFO - Epoch(train) [128][3900/5005] lr: 2.8868e-02 eta: 13:47:07 time: 0.1382 data_time: 0.0019 memory: 4390 loss: 3.8213 2022/12/07 12:33:13 - mmengine - INFO - Epoch(train) [128][4000/5005] lr: 2.8854e-02 eta: 13:46:54 time: 0.1384 data_time: 0.0021 memory: 4390 loss: 3.1687 2022/12/07 12:33:27 - mmengine - INFO - Epoch(train) [128][4100/5005] lr: 2.8840e-02 eta: 13:46:40 time: 0.1402 data_time: 0.0021 memory: 4390 loss: 3.1072 2022/12/07 12:33:42 - mmengine - INFO - Epoch(train) [128][4200/5005] lr: 2.8826e-02 eta: 13:46:26 time: 0.1386 data_time: 0.0020 memory: 4390 loss: 3.1928 2022/12/07 12:33:56 - mmengine - INFO - Epoch(train) [128][4300/5005] lr: 2.8811e-02 eta: 13:46:13 time: 0.1398 data_time: 0.0020 memory: 4390 loss: 3.2983 2022/12/07 12:34:05 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:34:10 - mmengine - INFO - Epoch(train) [128][4400/5005] lr: 2.8797e-02 eta: 13:45:59 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 2.8904 2022/12/07 12:34:24 - mmengine - INFO - Epoch(train) [128][4500/5005] lr: 2.8783e-02 eta: 13:45:46 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 3.4420 2022/12/07 12:34:38 - mmengine - INFO - Epoch(train) [128][4600/5005] lr: 2.8769e-02 eta: 13:45:32 time: 0.1386 data_time: 0.0020 memory: 4390 loss: 3.1968 2022/12/07 12:34:52 - mmengine - INFO - Epoch(train) [128][4700/5005] lr: 2.8754e-02 eta: 13:45:18 time: 0.1384 data_time: 0.0020 memory: 4390 loss: 2.6379 2022/12/07 12:35:06 - mmengine - INFO - Epoch(train) [128][4800/5005] lr: 2.8740e-02 eta: 13:45:05 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 3.1040 2022/12/07 12:35:20 - mmengine - INFO - Epoch(train) [128][4900/5005] lr: 2.8726e-02 eta: 13:44:51 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 2.7074 2022/12/07 12:35:34 - mmengine - INFO - Epoch(train) [128][5000/5005] lr: 2.8712e-02 eta: 13:44:37 time: 0.1440 data_time: 0.0032 memory: 4390 loss: 2.9883 2022/12/07 12:35:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:35:34 - mmengine - INFO - Saving checkpoint at 128 epochs 2022/12/07 12:35:45 - mmengine - INFO - Epoch(val) [128][100/196] eta: 0:00:07 time: 0.0737 data_time: 0.0428 memory: 4390 2022/12/07 12:36:04 - mmengine - INFO - Epoch(val) [128][196/196] accuracy/top1: 71.5040 accuracy/top5: 90.9420 2022/12/07 12:36:18 - mmengine - INFO - Epoch(train) [129][ 100/5005] lr: 2.8697e-02 eta: 13:44:23 time: 0.1388 data_time: 0.0026 memory: 4391 loss: 2.8472 2022/12/07 12:36:32 - mmengine - INFO - Epoch(train) [129][ 200/5005] lr: 2.8683e-02 eta: 13:44:10 time: 0.1376 data_time: 0.0019 memory: 4390 loss: 2.8165 2022/12/07 12:36:46 - mmengine - INFO - Epoch(train) [129][ 300/5005] lr: 2.8669e-02 eta: 13:43:56 time: 0.1379 data_time: 0.0020 memory: 4390 loss: 3.4472 2022/12/07 12:36:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:37:00 - mmengine - INFO - Epoch(train) [129][ 400/5005] lr: 2.8654e-02 eta: 13:43:43 time: 0.1381 data_time: 0.0019 memory: 4390 loss: 3.2801 2022/12/07 12:37:14 - mmengine - INFO - Epoch(train) [129][ 500/5005] lr: 2.8640e-02 eta: 13:43:29 time: 0.1396 data_time: 0.0025 memory: 4390 loss: 3.0648 2022/12/07 12:37:28 - mmengine - INFO - Epoch(train) [129][ 600/5005] lr: 2.8626e-02 eta: 13:43:15 time: 0.1387 data_time: 0.0020 memory: 4390 loss: 2.8872 2022/12/07 12:37:42 - mmengine - INFO - Epoch(train) [129][ 700/5005] lr: 2.8612e-02 eta: 13:43:02 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 3.1398 2022/12/07 12:37:56 - mmengine - INFO - Epoch(train) [129][ 800/5005] lr: 2.8598e-02 eta: 13:42:48 time: 0.1407 data_time: 0.0020 memory: 4390 loss: 2.8595 2022/12/07 12:38:11 - mmengine - INFO - Epoch(train) [129][ 900/5005] lr: 2.8583e-02 eta: 13:42:34 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 2.5333 2022/12/07 12:38:25 - mmengine - INFO - Epoch(train) [129][1000/5005] lr: 2.8569e-02 eta: 13:42:21 time: 0.1395 data_time: 0.0022 memory: 4390 loss: 2.9005 2022/12/07 12:38:39 - mmengine - INFO - Epoch(train) [129][1100/5005] lr: 2.8555e-02 eta: 13:42:07 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 2.9891 2022/12/07 12:38:53 - mmengine - INFO - Epoch(train) [129][1200/5005] lr: 2.8541e-02 eta: 13:41:54 time: 0.1383 data_time: 0.0026 memory: 4390 loss: 3.0128 2022/12/07 12:39:07 - mmengine - INFO - Epoch(train) [129][1300/5005] lr: 2.8527e-02 eta: 13:41:40 time: 0.1394 data_time: 0.0027 memory: 4390 loss: 2.5332 2022/12/07 12:39:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:39:21 - mmengine - INFO - Epoch(train) [129][1400/5005] lr: 2.8513e-02 eta: 13:41:26 time: 0.1406 data_time: 0.0027 memory: 4390 loss: 3.4876 2022/12/07 12:39:35 - mmengine - INFO - Epoch(train) [129][1500/5005] lr: 2.8498e-02 eta: 13:41:13 time: 0.1394 data_time: 0.0026 memory: 4390 loss: 2.9286 2022/12/07 12:39:49 - mmengine - INFO - Epoch(train) [129][1600/5005] lr: 2.8484e-02 eta: 13:40:59 time: 0.1398 data_time: 0.0026 memory: 4390 loss: 2.6861 2022/12/07 12:40:04 - mmengine - INFO - Epoch(train) [129][1700/5005] lr: 2.8470e-02 eta: 13:40:46 time: 0.1414 data_time: 0.0021 memory: 4390 loss: 2.5602 2022/12/07 12:40:18 - mmengine - INFO - Epoch(train) [129][1800/5005] lr: 2.8456e-02 eta: 13:40:32 time: 0.1382 data_time: 0.0026 memory: 4390 loss: 2.6756 2022/12/07 12:40:32 - mmengine - INFO - Epoch(train) [129][1900/5005] lr: 2.8442e-02 eta: 13:40:19 time: 0.1380 data_time: 0.0025 memory: 4390 loss: 2.8324 2022/12/07 12:40:46 - mmengine - INFO - Epoch(train) [129][2000/5005] lr: 2.8428e-02 eta: 13:40:05 time: 0.1386 data_time: 0.0020 memory: 4390 loss: 3.2971 2022/12/07 12:41:00 - mmengine - INFO - Epoch(train) [129][2100/5005] lr: 2.8413e-02 eta: 13:39:51 time: 0.1388 data_time: 0.0021 memory: 4390 loss: 3.3050 2022/12/07 12:41:14 - mmengine - INFO - Epoch(train) [129][2200/5005] lr: 2.8399e-02 eta: 13:39:38 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 3.2347 2022/12/07 12:41:28 - mmengine - INFO - Epoch(train) [129][2300/5005] lr: 2.8385e-02 eta: 13:39:24 time: 0.1400 data_time: 0.0020 memory: 4390 loss: 3.1196 2022/12/07 12:41:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:41:42 - mmengine - INFO - Epoch(train) [129][2400/5005] lr: 2.8371e-02 eta: 13:39:11 time: 0.1379 data_time: 0.0020 memory: 4390 loss: 2.9672 2022/12/07 12:41:56 - mmengine - INFO - Epoch(train) [129][2500/5005] lr: 2.8357e-02 eta: 13:38:57 time: 0.1383 data_time: 0.0022 memory: 4390 loss: 3.0187 2022/12/07 12:42:10 - mmengine - INFO - Epoch(train) [129][2600/5005] lr: 2.8343e-02 eta: 13:38:43 time: 0.1381 data_time: 0.0022 memory: 4390 loss: 3.1721 2022/12/07 12:42:24 - mmengine - INFO - Epoch(train) [129][2700/5005] lr: 2.8329e-02 eta: 13:38:30 time: 0.1383 data_time: 0.0021 memory: 4390 loss: 3.3168 2022/12/07 12:42:38 - mmengine - INFO - Epoch(train) [129][2800/5005] lr: 2.8314e-02 eta: 13:38:16 time: 0.1401 data_time: 0.0021 memory: 4390 loss: 2.8936 2022/12/07 12:42:52 - mmengine - INFO - Epoch(train) [129][2900/5005] lr: 2.8300e-02 eta: 13:38:02 time: 0.1382 data_time: 0.0022 memory: 4390 loss: 3.2150 2022/12/07 12:43:06 - mmengine - INFO - Epoch(train) [129][3000/5005] lr: 2.8286e-02 eta: 13:37:49 time: 0.1386 data_time: 0.0019 memory: 4390 loss: 2.8165 2022/12/07 12:43:20 - mmengine - INFO - Epoch(train) [129][3100/5005] lr: 2.8272e-02 eta: 13:37:35 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 2.7270 2022/12/07 12:43:34 - mmengine - INFO - Epoch(train) [129][3200/5005] lr: 2.8258e-02 eta: 13:37:22 time: 0.1381 data_time: 0.0024 memory: 4390 loss: 3.7175 2022/12/07 12:43:48 - mmengine - INFO - Epoch(train) [129][3300/5005] lr: 2.8244e-02 eta: 13:37:08 time: 0.1398 data_time: 0.0022 memory: 4390 loss: 3.2890 2022/12/07 12:43:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:44:02 - mmengine - INFO - Epoch(train) [129][3400/5005] lr: 2.8230e-02 eta: 13:36:54 time: 0.1385 data_time: 0.0020 memory: 4390 loss: 3.1085 2022/12/07 12:44:16 - mmengine - INFO - Epoch(train) [129][3500/5005] lr: 2.8216e-02 eta: 13:36:41 time: 0.1385 data_time: 0.0021 memory: 4390 loss: 3.2990 2022/12/07 12:44:31 - mmengine - INFO - Epoch(train) [129][3600/5005] lr: 2.8201e-02 eta: 13:36:27 time: 0.1386 data_time: 0.0021 memory: 4390 loss: 3.1817 2022/12/07 12:44:45 - mmengine - INFO - Epoch(train) [129][3700/5005] lr: 2.8187e-02 eta: 13:36:13 time: 0.1385 data_time: 0.0024 memory: 4390 loss: 2.9907 2022/12/07 12:44:59 - mmengine - INFO - Epoch(train) [129][3800/5005] lr: 2.8173e-02 eta: 13:36:00 time: 0.1387 data_time: 0.0025 memory: 4390 loss: 3.1225 2022/12/07 12:45:13 - mmengine - INFO - Epoch(train) [129][3900/5005] lr: 2.8159e-02 eta: 13:35:46 time: 0.1384 data_time: 0.0025 memory: 4390 loss: 3.1800 2022/12/07 12:45:27 - mmengine - INFO - Epoch(train) [129][4000/5005] lr: 2.8145e-02 eta: 13:35:33 time: 0.1391 data_time: 0.0031 memory: 4390 loss: 3.0773 2022/12/07 12:45:41 - mmengine - INFO - Epoch(train) [129][4100/5005] lr: 2.8131e-02 eta: 13:35:19 time: 0.1395 data_time: 0.0029 memory: 4390 loss: 3.0083 2022/12/07 12:45:55 - mmengine - INFO - Epoch(train) [129][4200/5005] lr: 2.8117e-02 eta: 13:35:05 time: 0.1403 data_time: 0.0029 memory: 4390 loss: 3.2625 2022/12/07 12:46:09 - mmengine - INFO - Epoch(train) [129][4300/5005] lr: 2.8103e-02 eta: 13:34:52 time: 0.1403 data_time: 0.0032 memory: 4390 loss: 3.2363 2022/12/07 12:46:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:46:23 - mmengine - INFO - Epoch(train) [129][4400/5005] lr: 2.8088e-02 eta: 13:34:38 time: 0.1392 data_time: 0.0029 memory: 4390 loss: 3.2366 2022/12/07 12:46:38 - mmengine - INFO - Epoch(train) [129][4500/5005] lr: 2.8074e-02 eta: 13:34:25 time: 0.1390 data_time: 0.0030 memory: 4390 loss: 2.9423 2022/12/07 12:46:52 - mmengine - INFO - Epoch(train) [129][4600/5005] lr: 2.8060e-02 eta: 13:34:11 time: 0.1393 data_time: 0.0029 memory: 4390 loss: 3.3126 2022/12/07 12:47:06 - mmengine - INFO - Epoch(train) [129][4700/5005] lr: 2.8046e-02 eta: 13:33:57 time: 0.1392 data_time: 0.0028 memory: 4390 loss: 3.2169 2022/12/07 12:47:20 - mmengine - INFO - Epoch(train) [129][4800/5005] lr: 2.8032e-02 eta: 13:33:44 time: 0.1400 data_time: 0.0022 memory: 4390 loss: 2.4656 2022/12/07 12:47:34 - mmengine - INFO - Epoch(train) [129][4900/5005] lr: 2.8018e-02 eta: 13:33:30 time: 0.1385 data_time: 0.0021 memory: 4390 loss: 2.9206 2022/12/07 12:47:48 - mmengine - INFO - Epoch(train) [129][5000/5005] lr: 2.8004e-02 eta: 13:33:17 time: 0.1405 data_time: 0.0031 memory: 4390 loss: 2.9131 2022/12/07 12:47:49 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:47:49 - mmengine - INFO - Saving checkpoint at 129 epochs 2022/12/07 12:47:59 - mmengine - INFO - Epoch(val) [129][100/196] eta: 0:00:07 time: 0.0781 data_time: 0.0475 memory: 4390 2022/12/07 12:48:18 - mmengine - INFO - Epoch(val) [129][196/196] accuracy/top1: 71.8520 accuracy/top5: 90.9960 2022/12/07 12:48:33 - mmengine - INFO - Epoch(train) [130][ 100/5005] lr: 2.7989e-02 eta: 13:33:03 time: 0.1399 data_time: 0.0019 memory: 4390 loss: 3.5094 2022/12/07 12:48:47 - mmengine - INFO - Epoch(train) [130][ 200/5005] lr: 2.7975e-02 eta: 13:32:49 time: 0.1402 data_time: 0.0020 memory: 4390 loss: 3.1045 2022/12/07 12:49:01 - mmengine - INFO - Epoch(train) [130][ 300/5005] lr: 2.7961e-02 eta: 13:32:36 time: 0.1414 data_time: 0.0021 memory: 4390 loss: 3.5034 2022/12/07 12:49:09 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:49:15 - mmengine - INFO - Epoch(train) [130][ 400/5005] lr: 2.7947e-02 eta: 13:32:22 time: 0.1406 data_time: 0.0021 memory: 4390 loss: 2.8419 2022/12/07 12:49:29 - mmengine - INFO - Epoch(train) [130][ 500/5005] lr: 2.7933e-02 eta: 13:32:08 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 3.2439 2022/12/07 12:49:43 - mmengine - INFO - Epoch(train) [130][ 600/5005] lr: 2.7919e-02 eta: 13:31:55 time: 0.1418 data_time: 0.0019 memory: 4390 loss: 3.3351 2022/12/07 12:49:57 - mmengine - INFO - Epoch(train) [130][ 700/5005] lr: 2.7905e-02 eta: 13:31:41 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 3.1885 2022/12/07 12:50:12 - mmengine - INFO - Epoch(train) [130][ 800/5005] lr: 2.7891e-02 eta: 13:31:28 time: 0.1409 data_time: 0.0021 memory: 4390 loss: 3.4332 2022/12/07 12:50:26 - mmengine - INFO - Epoch(train) [130][ 900/5005] lr: 2.7876e-02 eta: 13:31:14 time: 0.1412 data_time: 0.0023 memory: 4390 loss: 3.1520 2022/12/07 12:50:40 - mmengine - INFO - Epoch(train) [130][1000/5005] lr: 2.7862e-02 eta: 13:31:01 time: 0.1393 data_time: 0.0023 memory: 4390 loss: 2.7327 2022/12/07 12:50:54 - mmengine - INFO - Epoch(train) [130][1100/5005] lr: 2.7848e-02 eta: 13:30:47 time: 0.1398 data_time: 0.0022 memory: 4390 loss: 2.9603 2022/12/07 12:51:08 - mmengine - INFO - Epoch(train) [130][1200/5005] lr: 2.7834e-02 eta: 13:30:33 time: 0.1392 data_time: 0.0027 memory: 4390 loss: 3.2117 2022/12/07 12:51:22 - mmengine - INFO - Epoch(train) [130][1300/5005] lr: 2.7820e-02 eta: 13:30:20 time: 0.1390 data_time: 0.0025 memory: 4390 loss: 3.1503 2022/12/07 12:51:30 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:51:36 - mmengine - INFO - Epoch(train) [130][1400/5005] lr: 2.7806e-02 eta: 13:30:06 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 3.1686 2022/12/07 12:51:50 - mmengine - INFO - Epoch(train) [130][1500/5005] lr: 2.7792e-02 eta: 13:29:53 time: 0.1396 data_time: 0.0022 memory: 4390 loss: 3.1580 2022/12/07 12:52:04 - mmengine - INFO - Epoch(train) [130][1600/5005] lr: 2.7778e-02 eta: 13:29:39 time: 0.1389 data_time: 0.0022 memory: 4390 loss: 2.5849 2022/12/07 12:52:19 - mmengine - INFO - Epoch(train) [130][1700/5005] lr: 2.7764e-02 eta: 13:29:25 time: 0.1402 data_time: 0.0021 memory: 4390 loss: 2.5168 2022/12/07 12:52:33 - mmengine - INFO - Epoch(train) [130][1800/5005] lr: 2.7750e-02 eta: 13:29:12 time: 0.1405 data_time: 0.0020 memory: 4390 loss: 3.0832 2022/12/07 12:52:47 - mmengine - INFO - Epoch(train) [130][1900/5005] lr: 2.7736e-02 eta: 13:28:58 time: 0.1392 data_time: 0.0020 memory: 4390 loss: 2.8629 2022/12/07 12:53:01 - mmengine - INFO - Epoch(train) [130][2000/5005] lr: 2.7722e-02 eta: 13:28:45 time: 0.1445 data_time: 0.0021 memory: 4390 loss: 3.0416 2022/12/07 12:53:15 - mmengine - INFO - Epoch(train) [130][2100/5005] lr: 2.7708e-02 eta: 13:28:31 time: 0.1379 data_time: 0.0020 memory: 4390 loss: 3.4481 2022/12/07 12:53:29 - mmengine - INFO - Epoch(train) [130][2200/5005] lr: 2.7694e-02 eta: 13:28:17 time: 0.1384 data_time: 0.0019 memory: 4390 loss: 2.6314 2022/12/07 12:53:43 - mmengine - INFO - Epoch(train) [130][2300/5005] lr: 2.7680e-02 eta: 13:28:04 time: 0.1395 data_time: 0.0020 memory: 4390 loss: 3.0285 2022/12/07 12:53:51 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:53:57 - mmengine - INFO - Epoch(train) [130][2400/5005] lr: 2.7666e-02 eta: 13:27:50 time: 0.1386 data_time: 0.0020 memory: 4390 loss: 3.1010 2022/12/07 12:54:11 - mmengine - INFO - Epoch(train) [130][2500/5005] lr: 2.7652e-02 eta: 13:27:37 time: 0.1395 data_time: 0.0022 memory: 4390 loss: 2.7915 2022/12/07 12:54:25 - mmengine - INFO - Epoch(train) [130][2600/5005] lr: 2.7638e-02 eta: 13:27:23 time: 0.1395 data_time: 0.0023 memory: 4390 loss: 2.6444 2022/12/07 12:54:39 - mmengine - INFO - Epoch(train) [130][2700/5005] lr: 2.7623e-02 eta: 13:27:09 time: 0.1389 data_time: 0.0027 memory: 4390 loss: 2.6209 2022/12/07 12:54:53 - mmengine - INFO - Epoch(train) [130][2800/5005] lr: 2.7609e-02 eta: 13:26:56 time: 0.1380 data_time: 0.0025 memory: 4390 loss: 2.9701 2022/12/07 12:55:08 - mmengine - INFO - Epoch(train) [130][2900/5005] lr: 2.7595e-02 eta: 13:26:42 time: 0.1402 data_time: 0.0026 memory: 4390 loss: 2.9359 2022/12/07 12:55:22 - mmengine - INFO - Epoch(train) [130][3000/5005] lr: 2.7581e-02 eta: 13:26:28 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 2.8584 2022/12/07 12:55:36 - mmengine - INFO - Epoch(train) [130][3100/5005] lr: 2.7567e-02 eta: 13:26:15 time: 0.1386 data_time: 0.0020 memory: 4390 loss: 3.0112 2022/12/07 12:55:50 - mmengine - INFO - Epoch(train) [130][3200/5005] lr: 2.7553e-02 eta: 13:26:01 time: 0.1386 data_time: 0.0021 memory: 4390 loss: 3.3372 2022/12/07 12:56:04 - mmengine - INFO - Epoch(train) [130][3300/5005] lr: 2.7539e-02 eta: 13:25:48 time: 0.1399 data_time: 0.0024 memory: 4390 loss: 2.9156 2022/12/07 12:56:12 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:56:18 - mmengine - INFO - Epoch(train) [130][3400/5005] lr: 2.7525e-02 eta: 13:25:34 time: 0.1401 data_time: 0.0024 memory: 4390 loss: 3.0687 2022/12/07 12:56:32 - mmengine - INFO - Epoch(train) [130][3500/5005] lr: 2.7511e-02 eta: 13:25:20 time: 0.1387 data_time: 0.0023 memory: 4390 loss: 2.8937 2022/12/07 12:56:46 - mmengine - INFO - Epoch(train) [130][3600/5005] lr: 2.7497e-02 eta: 13:25:07 time: 0.1396 data_time: 0.0026 memory: 4390 loss: 3.2540 2022/12/07 12:57:00 - mmengine - INFO - Epoch(train) [130][3700/5005] lr: 2.7483e-02 eta: 13:24:53 time: 0.1391 data_time: 0.0027 memory: 4390 loss: 2.9870 2022/12/07 12:57:14 - mmengine - INFO - Epoch(train) [130][3800/5005] lr: 2.7469e-02 eta: 13:24:40 time: 0.1386 data_time: 0.0024 memory: 4390 loss: 2.9501 2022/12/07 12:57:28 - mmengine - INFO - Epoch(train) [130][3900/5005] lr: 2.7455e-02 eta: 13:24:26 time: 0.1386 data_time: 0.0023 memory: 4390 loss: 3.2466 2022/12/07 12:57:42 - mmengine - INFO - Epoch(train) [130][4000/5005] lr: 2.7441e-02 eta: 13:24:12 time: 0.1385 data_time: 0.0026 memory: 4390 loss: 3.3059 2022/12/07 12:57:56 - mmengine - INFO - Epoch(train) [130][4100/5005] lr: 2.7427e-02 eta: 13:23:59 time: 0.1399 data_time: 0.0025 memory: 4390 loss: 2.5213 2022/12/07 12:58:10 - mmengine - INFO - Epoch(train) [130][4200/5005] lr: 2.7413e-02 eta: 13:23:45 time: 0.1384 data_time: 0.0025 memory: 4390 loss: 2.5602 2022/12/07 12:58:25 - mmengine - INFO - Epoch(train) [130][4300/5005] lr: 2.7399e-02 eta: 13:23:31 time: 0.1394 data_time: 0.0026 memory: 4390 loss: 3.3354 2022/12/07 12:58:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 12:58:39 - mmengine - INFO - Epoch(train) [130][4400/5005] lr: 2.7385e-02 eta: 13:23:18 time: 0.1399 data_time: 0.0026 memory: 4390 loss: 2.8295 2022/12/07 12:58:53 - mmengine - INFO - Epoch(train) [130][4500/5005] lr: 2.7371e-02 eta: 13:23:04 time: 0.1387 data_time: 0.0020 memory: 4390 loss: 2.8786 2022/12/07 12:59:07 - mmengine - INFO - Epoch(train) [130][4600/5005] lr: 2.7357e-02 eta: 13:22:51 time: 0.1395 data_time: 0.0020 memory: 4390 loss: 3.0462 2022/12/07 12:59:21 - mmengine - INFO - Epoch(train) [130][4700/5005] lr: 2.7343e-02 eta: 13:22:37 time: 0.1442 data_time: 0.0023 memory: 4390 loss: 2.9098 2022/12/07 12:59:36 - mmengine - INFO - Epoch(train) [130][4800/5005] lr: 2.7329e-02 eta: 13:22:24 time: 0.1397 data_time: 0.0026 memory: 4390 loss: 2.9278 2022/12/07 12:59:50 - mmengine - INFO - Epoch(train) [130][4900/5005] lr: 2.7315e-02 eta: 13:22:10 time: 0.1394 data_time: 0.0026 memory: 4390 loss: 3.3744 2022/12/07 13:00:04 - mmengine - INFO - Epoch(train) [130][5000/5005] lr: 2.7301e-02 eta: 13:21:57 time: 0.1416 data_time: 0.0030 memory: 4390 loss: 3.0643 2022/12/07 13:00:05 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:00:05 - mmengine - INFO - Saving checkpoint at 130 epochs 2022/12/07 13:00:15 - mmengine - INFO - Epoch(val) [130][100/196] eta: 0:00:07 time: 0.0764 data_time: 0.0456 memory: 4390 2022/12/07 13:00:34 - mmengine - INFO - Epoch(val) [130][196/196] accuracy/top1: 71.1760 accuracy/top5: 90.6420 2022/12/07 13:00:48 - mmengine - INFO - Epoch(train) [131][ 100/5005] lr: 2.7287e-02 eta: 13:21:43 time: 0.1434 data_time: 0.0020 memory: 4391 loss: 2.9837 2022/12/07 13:01:02 - mmengine - INFO - Epoch(train) [131][ 200/5005] lr: 2.7273e-02 eta: 13:21:29 time: 0.1387 data_time: 0.0024 memory: 4390 loss: 2.9320 2022/12/07 13:01:17 - mmengine - INFO - Epoch(train) [131][ 300/5005] lr: 2.7259e-02 eta: 13:21:15 time: 0.1397 data_time: 0.0023 memory: 4390 loss: 3.1186 2022/12/07 13:01:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:01:31 - mmengine - INFO - Epoch(train) [131][ 400/5005] lr: 2.7245e-02 eta: 13:21:02 time: 0.1382 data_time: 0.0024 memory: 4390 loss: 2.7361 2022/12/07 13:01:45 - mmengine - INFO - Epoch(train) [131][ 500/5005] lr: 2.7231e-02 eta: 13:20:48 time: 0.1394 data_time: 0.0024 memory: 4390 loss: 3.1649 2022/12/07 13:01:59 - mmengine - INFO - Epoch(train) [131][ 600/5005] lr: 2.7217e-02 eta: 13:20:35 time: 0.1398 data_time: 0.0022 memory: 4390 loss: 3.3806 2022/12/07 13:02:13 - mmengine - INFO - Epoch(train) [131][ 700/5005] lr: 2.7203e-02 eta: 13:20:21 time: 0.1384 data_time: 0.0019 memory: 4390 loss: 2.5834 2022/12/07 13:02:27 - mmengine - INFO - Epoch(train) [131][ 800/5005] lr: 2.7189e-02 eta: 13:20:07 time: 0.1470 data_time: 0.0021 memory: 4390 loss: 3.6444 2022/12/07 13:02:41 - mmengine - INFO - Epoch(train) [131][ 900/5005] lr: 2.7175e-02 eta: 13:19:54 time: 0.1386 data_time: 0.0019 memory: 4390 loss: 2.9570 2022/12/07 13:02:55 - mmengine - INFO - Epoch(train) [131][1000/5005] lr: 2.7161e-02 eta: 13:19:40 time: 0.1410 data_time: 0.0021 memory: 4390 loss: 2.8921 2022/12/07 13:03:09 - mmengine - INFO - Epoch(train) [131][1100/5005] lr: 2.7147e-02 eta: 13:19:26 time: 0.1401 data_time: 0.0019 memory: 4390 loss: 2.7706 2022/12/07 13:03:23 - mmengine - INFO - Epoch(train) [131][1200/5005] lr: 2.7133e-02 eta: 13:19:13 time: 0.1391 data_time: 0.0021 memory: 4390 loss: 3.1812 2022/12/07 13:03:37 - mmengine - INFO - Epoch(train) [131][1300/5005] lr: 2.7119e-02 eta: 13:18:59 time: 0.1382 data_time: 0.0020 memory: 4390 loss: 3.3193 2022/12/07 13:03:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:03:51 - mmengine - INFO - Epoch(train) [131][1400/5005] lr: 2.7105e-02 eta: 13:18:46 time: 0.1383 data_time: 0.0021 memory: 4390 loss: 3.0415 2022/12/07 13:04:05 - mmengine - INFO - Epoch(train) [131][1500/5005] lr: 2.7091e-02 eta: 13:18:32 time: 0.1392 data_time: 0.0020 memory: 4390 loss: 2.9228 2022/12/07 13:04:19 - mmengine - INFO - Epoch(train) [131][1600/5005] lr: 2.7077e-02 eta: 13:18:18 time: 0.1391 data_time: 0.0022 memory: 4390 loss: 3.2632 2022/12/07 13:04:33 - mmengine - INFO - Epoch(train) [131][1700/5005] lr: 2.7063e-02 eta: 13:18:05 time: 0.1404 data_time: 0.0019 memory: 4390 loss: 3.0581 2022/12/07 13:04:47 - mmengine - INFO - Epoch(train) [131][1800/5005] lr: 2.7049e-02 eta: 13:17:51 time: 0.1401 data_time: 0.0020 memory: 4390 loss: 3.3273 2022/12/07 13:05:02 - mmengine - INFO - Epoch(train) [131][1900/5005] lr: 2.7035e-02 eta: 13:17:38 time: 0.1460 data_time: 0.0020 memory: 4390 loss: 2.9116 2022/12/07 13:05:16 - mmengine - INFO - Epoch(train) [131][2000/5005] lr: 2.7021e-02 eta: 13:17:24 time: 0.1391 data_time: 0.0021 memory: 4390 loss: 2.7001 2022/12/07 13:05:30 - mmengine - INFO - Epoch(train) [131][2100/5005] lr: 2.7007e-02 eta: 13:17:10 time: 0.1388 data_time: 0.0021 memory: 4390 loss: 3.2597 2022/12/07 13:05:44 - mmengine - INFO - Epoch(train) [131][2200/5005] lr: 2.6994e-02 eta: 13:16:57 time: 0.1385 data_time: 0.0021 memory: 4390 loss: 3.0167 2022/12/07 13:05:58 - mmengine - INFO - Epoch(train) [131][2300/5005] lr: 2.6980e-02 eta: 13:16:43 time: 0.1383 data_time: 0.0022 memory: 4390 loss: 3.1391 2022/12/07 13:06:05 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:06:12 - mmengine - INFO - Epoch(train) [131][2400/5005] lr: 2.6966e-02 eta: 13:16:29 time: 0.1392 data_time: 0.0022 memory: 4390 loss: 2.9027 2022/12/07 13:06:26 - mmengine - INFO - Epoch(train) [131][2500/5005] lr: 2.6952e-02 eta: 13:16:16 time: 0.1385 data_time: 0.0022 memory: 4390 loss: 3.0184 2022/12/07 13:06:40 - mmengine - INFO - Epoch(train) [131][2600/5005] lr: 2.6938e-02 eta: 13:16:02 time: 0.1396 data_time: 0.0021 memory: 4390 loss: 2.8401 2022/12/07 13:06:54 - mmengine - INFO - Epoch(train) [131][2700/5005] lr: 2.6924e-02 eta: 13:15:49 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 2.9895 2022/12/07 13:07:08 - mmengine - INFO - Epoch(train) [131][2800/5005] lr: 2.6910e-02 eta: 13:15:35 time: 0.1392 data_time: 0.0019 memory: 4390 loss: 3.0447 2022/12/07 13:07:22 - mmengine - INFO - Epoch(train) [131][2900/5005] lr: 2.6896e-02 eta: 13:15:21 time: 0.1386 data_time: 0.0019 memory: 4390 loss: 2.8897 2022/12/07 13:07:36 - mmengine - INFO - Epoch(train) [131][3000/5005] lr: 2.6882e-02 eta: 13:15:08 time: 0.1385 data_time: 0.0019 memory: 4390 loss: 3.3264 2022/12/07 13:07:50 - mmengine - INFO - Epoch(train) [131][3100/5005] lr: 2.6868e-02 eta: 13:14:54 time: 0.1386 data_time: 0.0021 memory: 4390 loss: 3.3942 2022/12/07 13:08:04 - mmengine - INFO - Epoch(train) [131][3200/5005] lr: 2.6854e-02 eta: 13:14:40 time: 0.1392 data_time: 0.0019 memory: 4390 loss: 3.1843 2022/12/07 13:08:18 - mmengine - INFO - Epoch(train) [131][3300/5005] lr: 2.6840e-02 eta: 13:14:27 time: 0.1403 data_time: 0.0021 memory: 4390 loss: 3.1086 2022/12/07 13:08:25 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:08:32 - mmengine - INFO - Epoch(train) [131][3400/5005] lr: 2.6827e-02 eta: 13:14:13 time: 0.1396 data_time: 0.0020 memory: 4390 loss: 2.9352 2022/12/07 13:08:46 - mmengine - INFO - Epoch(train) [131][3500/5005] lr: 2.6813e-02 eta: 13:13:59 time: 0.1387 data_time: 0.0021 memory: 4390 loss: 3.4652 2022/12/07 13:09:00 - mmengine - INFO - Epoch(train) [131][3600/5005] lr: 2.6799e-02 eta: 13:13:46 time: 0.1382 data_time: 0.0020 memory: 4390 loss: 2.8468 2022/12/07 13:09:14 - mmengine - INFO - Epoch(train) [131][3700/5005] lr: 2.6785e-02 eta: 13:13:32 time: 0.1398 data_time: 0.0020 memory: 4390 loss: 2.8883 2022/12/07 13:09:29 - mmengine - INFO - Epoch(train) [131][3800/5005] lr: 2.6771e-02 eta: 13:13:19 time: 0.1402 data_time: 0.0022 memory: 4390 loss: 2.9956 2022/12/07 13:09:43 - mmengine - INFO - Epoch(train) [131][3900/5005] lr: 2.6757e-02 eta: 13:13:05 time: 0.1393 data_time: 0.0021 memory: 4390 loss: 3.2138 2022/12/07 13:09:57 - mmengine - INFO - Epoch(train) [131][4000/5005] lr: 2.6743e-02 eta: 13:12:51 time: 0.1387 data_time: 0.0021 memory: 4390 loss: 3.2980 2022/12/07 13:10:11 - mmengine - INFO - Epoch(train) [131][4100/5005] lr: 2.6729e-02 eta: 13:12:38 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 2.6854 2022/12/07 13:10:25 - mmengine - INFO - Epoch(train) [131][4200/5005] lr: 2.6715e-02 eta: 13:12:24 time: 0.1396 data_time: 0.0020 memory: 4390 loss: 2.5842 2022/12/07 13:10:39 - mmengine - INFO - Epoch(train) [131][4300/5005] lr: 2.6701e-02 eta: 13:12:11 time: 0.1393 data_time: 0.0019 memory: 4390 loss: 2.7627 2022/12/07 13:10:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:10:53 - mmengine - INFO - Epoch(train) [131][4400/5005] lr: 2.6688e-02 eta: 13:11:57 time: 0.1383 data_time: 0.0019 memory: 4390 loss: 2.7073 2022/12/07 13:11:07 - mmengine - INFO - Epoch(train) [131][4500/5005] lr: 2.6674e-02 eta: 13:11:43 time: 0.1385 data_time: 0.0020 memory: 4390 loss: 3.2102 2022/12/07 13:11:21 - mmengine - INFO - Epoch(train) [131][4600/5005] lr: 2.6660e-02 eta: 13:11:30 time: 0.1401 data_time: 0.0021 memory: 4390 loss: 3.1491 2022/12/07 13:11:35 - mmengine - INFO - Epoch(train) [131][4700/5005] lr: 2.6646e-02 eta: 13:11:16 time: 0.1385 data_time: 0.0022 memory: 4390 loss: 2.7739 2022/12/07 13:11:49 - mmengine - INFO - Epoch(train) [131][4800/5005] lr: 2.6632e-02 eta: 13:11:02 time: 0.1394 data_time: 0.0022 memory: 4390 loss: 3.4005 2022/12/07 13:12:03 - mmengine - INFO - Epoch(train) [131][4900/5005] lr: 2.6618e-02 eta: 13:10:49 time: 0.1388 data_time: 0.0021 memory: 4390 loss: 3.0102 2022/12/07 13:12:17 - mmengine - INFO - Epoch(train) [131][5000/5005] lr: 2.6604e-02 eta: 13:10:35 time: 0.1411 data_time: 0.0030 memory: 4390 loss: 2.8668 2022/12/07 13:12:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:12:18 - mmengine - INFO - Saving checkpoint at 131 epochs 2022/12/07 13:12:28 - mmengine - INFO - Epoch(val) [131][100/196] eta: 0:00:07 time: 0.0766 data_time: 0.0453 memory: 4390 2022/12/07 13:12:47 - mmengine - INFO - Epoch(val) [131][196/196] accuracy/top1: 71.7800 accuracy/top5: 91.0020 2022/12/07 13:13:02 - mmengine - INFO - Epoch(train) [132][ 100/5005] lr: 2.6590e-02 eta: 13:10:21 time: 0.1380 data_time: 0.0021 memory: 4391 loss: 3.9982 2022/12/07 13:13:16 - mmengine - INFO - Epoch(train) [132][ 200/5005] lr: 2.6576e-02 eta: 13:10:07 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 3.5511 2022/12/07 13:13:30 - mmengine - INFO - Epoch(train) [132][ 300/5005] lr: 2.6562e-02 eta: 13:09:54 time: 0.1417 data_time: 0.0020 memory: 4390 loss: 3.2248 2022/12/07 13:13:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:13:44 - mmengine - INFO - Epoch(train) [132][ 400/5005] lr: 2.6548e-02 eta: 13:09:40 time: 0.1397 data_time: 0.0021 memory: 4390 loss: 3.1120 2022/12/07 13:13:58 - mmengine - INFO - Epoch(train) [132][ 500/5005] lr: 2.6534e-02 eta: 13:09:27 time: 0.1398 data_time: 0.0021 memory: 4390 loss: 3.1510 2022/12/07 13:14:12 - mmengine - INFO - Epoch(train) [132][ 600/5005] lr: 2.6520e-02 eta: 13:09:13 time: 0.1382 data_time: 0.0020 memory: 4390 loss: 3.0321 2022/12/07 13:14:26 - mmengine - INFO - Epoch(train) [132][ 700/5005] lr: 2.6507e-02 eta: 13:08:59 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 2.6599 2022/12/07 13:14:41 - mmengine - INFO - Epoch(train) [132][ 800/5005] lr: 2.6493e-02 eta: 13:08:46 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 2.6149 2022/12/07 13:14:55 - mmengine - INFO - Epoch(train) [132][ 900/5005] lr: 2.6479e-02 eta: 13:08:32 time: 0.1405 data_time: 0.0019 memory: 4390 loss: 3.4244 2022/12/07 13:15:09 - mmengine - INFO - Epoch(train) [132][1000/5005] lr: 2.6465e-02 eta: 13:08:19 time: 0.1405 data_time: 0.0019 memory: 4390 loss: 2.8321 2022/12/07 13:15:23 - mmengine - INFO - Epoch(train) [132][1100/5005] lr: 2.6451e-02 eta: 13:08:05 time: 0.1408 data_time: 0.0019 memory: 4390 loss: 3.0828 2022/12/07 13:15:37 - mmengine - INFO - Epoch(train) [132][1200/5005] lr: 2.6437e-02 eta: 13:07:52 time: 0.1392 data_time: 0.0020 memory: 4390 loss: 2.6260 2022/12/07 13:15:51 - mmengine - INFO - Epoch(train) [132][1300/5005] lr: 2.6424e-02 eta: 13:07:38 time: 0.1386 data_time: 0.0020 memory: 4390 loss: 2.8965 2022/12/07 13:15:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:16:05 - mmengine - INFO - Epoch(train) [132][1400/5005] lr: 2.6410e-02 eta: 13:07:24 time: 0.1454 data_time: 0.0020 memory: 4390 loss: 2.9542 2022/12/07 13:16:19 - mmengine - INFO - Epoch(train) [132][1500/5005] lr: 2.6396e-02 eta: 13:07:11 time: 0.1398 data_time: 0.0020 memory: 4390 loss: 3.2438 2022/12/07 13:16:33 - mmengine - INFO - Epoch(train) [132][1600/5005] lr: 2.6382e-02 eta: 13:06:57 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 3.2238 2022/12/07 13:16:47 - mmengine - INFO - Epoch(train) [132][1700/5005] lr: 2.6368e-02 eta: 13:06:43 time: 0.1406 data_time: 0.0020 memory: 4390 loss: 3.4252 2022/12/07 13:17:01 - mmengine - INFO - Epoch(train) [132][1800/5005] lr: 2.6354e-02 eta: 13:06:30 time: 0.1445 data_time: 0.0021 memory: 4390 loss: 2.5999 2022/12/07 13:17:15 - mmengine - INFO - Epoch(train) [132][1900/5005] lr: 2.6341e-02 eta: 13:06:16 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 3.2236 2022/12/07 13:17:29 - mmengine - INFO - Epoch(train) [132][2000/5005] lr: 2.6327e-02 eta: 13:06:03 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 3.1579 2022/12/07 13:17:44 - mmengine - INFO - Epoch(train) [132][2100/5005] lr: 2.6313e-02 eta: 13:05:49 time: 0.1400 data_time: 0.0021 memory: 4390 loss: 3.0059 2022/12/07 13:17:58 - mmengine - INFO - Epoch(train) [132][2200/5005] lr: 2.6299e-02 eta: 13:05:35 time: 0.1389 data_time: 0.0020 memory: 4390 loss: 2.9408 2022/12/07 13:18:12 - mmengine - INFO - Epoch(train) [132][2300/5005] lr: 2.6285e-02 eta: 13:05:22 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 3.3514 2022/12/07 13:18:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:18:26 - mmengine - INFO - Epoch(train) [132][2400/5005] lr: 2.6271e-02 eta: 13:05:08 time: 0.1388 data_time: 0.0019 memory: 4390 loss: 3.3068 2022/12/07 13:18:40 - mmengine - INFO - Epoch(train) [132][2500/5005] lr: 2.6258e-02 eta: 13:04:55 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 2.8095 2022/12/07 13:18:54 - mmengine - INFO - Epoch(train) [132][2600/5005] lr: 2.6244e-02 eta: 13:04:41 time: 0.1391 data_time: 0.0019 memory: 4390 loss: 3.0721 2022/12/07 13:19:08 - mmengine - INFO - Epoch(train) [132][2700/5005] lr: 2.6230e-02 eta: 13:04:27 time: 0.1395 data_time: 0.0019 memory: 4390 loss: 2.3112 2022/12/07 13:19:22 - mmengine - INFO - Epoch(train) [132][2800/5005] lr: 2.6216e-02 eta: 13:04:14 time: 0.1397 data_time: 0.0020 memory: 4390 loss: 3.0413 2022/12/07 13:19:36 - mmengine - INFO - Epoch(train) [132][2900/5005] lr: 2.6202e-02 eta: 13:04:00 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 2.9017 2022/12/07 13:19:50 - mmengine - INFO - Epoch(train) [132][3000/5005] lr: 2.6189e-02 eta: 13:03:46 time: 0.1464 data_time: 0.0018 memory: 4390 loss: 3.0176 2022/12/07 13:20:04 - mmengine - INFO - Epoch(train) [132][3100/5005] lr: 2.6175e-02 eta: 13:03:33 time: 0.1385 data_time: 0.0019 memory: 4390 loss: 3.1804 2022/12/07 13:20:18 - mmengine - INFO - Epoch(train) [132][3200/5005] lr: 2.6161e-02 eta: 13:03:19 time: 0.1390 data_time: 0.0018 memory: 4390 loss: 2.7593 2022/12/07 13:20:32 - mmengine - INFO - Epoch(train) [132][3300/5005] lr: 2.6147e-02 eta: 13:03:06 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 3.2477 2022/12/07 13:20:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:20:47 - mmengine - INFO - Epoch(train) [132][3400/5005] lr: 2.6133e-02 eta: 13:02:52 time: 0.1395 data_time: 0.0026 memory: 4390 loss: 2.8023 2022/12/07 13:21:01 - mmengine - INFO - Epoch(train) [132][3500/5005] lr: 2.6120e-02 eta: 13:02:39 time: 0.1408 data_time: 0.0019 memory: 4390 loss: 2.9439 2022/12/07 13:21:15 - mmengine - INFO - Epoch(train) [132][3600/5005] lr: 2.6106e-02 eta: 13:02:25 time: 0.1443 data_time: 0.0026 memory: 4390 loss: 2.7483 2022/12/07 13:21:29 - mmengine - INFO - Epoch(train) [132][3700/5005] lr: 2.6092e-02 eta: 13:02:11 time: 0.1384 data_time: 0.0018 memory: 4390 loss: 3.3533 2022/12/07 13:21:43 - mmengine - INFO - Epoch(train) [132][3800/5005] lr: 2.6078e-02 eta: 13:01:58 time: 0.1415 data_time: 0.0020 memory: 4390 loss: 3.0659 2022/12/07 13:21:57 - mmengine - INFO - Epoch(train) [132][3900/5005] lr: 2.6065e-02 eta: 13:01:44 time: 0.1386 data_time: 0.0019 memory: 4390 loss: 2.9830 2022/12/07 13:22:11 - mmengine - INFO - Epoch(train) [132][4000/5005] lr: 2.6051e-02 eta: 13:01:31 time: 0.1471 data_time: 0.0022 memory: 4390 loss: 3.2483 2022/12/07 13:22:26 - mmengine - INFO - Epoch(train) [132][4100/5005] lr: 2.6037e-02 eta: 13:01:17 time: 0.1420 data_time: 0.0019 memory: 4390 loss: 2.9132 2022/12/07 13:22:40 - mmengine - INFO - Epoch(train) [132][4200/5005] lr: 2.6023e-02 eta: 13:01:03 time: 0.1406 data_time: 0.0020 memory: 4390 loss: 3.2479 2022/12/07 13:22:54 - mmengine - INFO - Epoch(train) [132][4300/5005] lr: 2.6009e-02 eta: 13:00:50 time: 0.1418 data_time: 0.0019 memory: 4390 loss: 2.7612 2022/12/07 13:23:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:23:08 - mmengine - INFO - Epoch(train) [132][4400/5005] lr: 2.5996e-02 eta: 13:00:36 time: 0.1397 data_time: 0.0021 memory: 4390 loss: 2.7785 2022/12/07 13:23:22 - mmengine - INFO - Epoch(train) [132][4500/5005] lr: 2.5982e-02 eta: 13:00:23 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 2.9838 2022/12/07 13:23:36 - mmengine - INFO - Epoch(train) [132][4600/5005] lr: 2.5968e-02 eta: 13:00:09 time: 0.1385 data_time: 0.0019 memory: 4390 loss: 2.8447 2022/12/07 13:23:50 - mmengine - INFO - Epoch(train) [132][4700/5005] lr: 2.5954e-02 eta: 12:59:55 time: 0.1396 data_time: 0.0020 memory: 4390 loss: 2.6304 2022/12/07 13:24:04 - mmengine - INFO - Epoch(train) [132][4800/5005] lr: 2.5941e-02 eta: 12:59:42 time: 0.1393 data_time: 0.0018 memory: 4390 loss: 2.9264 2022/12/07 13:24:18 - mmengine - INFO - Epoch(train) [132][4900/5005] lr: 2.5927e-02 eta: 12:59:28 time: 0.1388 data_time: 0.0019 memory: 4390 loss: 3.1267 2022/12/07 13:24:33 - mmengine - INFO - Epoch(train) [132][5000/5005] lr: 2.5913e-02 eta: 12:59:15 time: 0.1492 data_time: 0.0028 memory: 4390 loss: 3.4430 2022/12/07 13:24:33 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:24:33 - mmengine - INFO - Saving checkpoint at 132 epochs 2022/12/07 13:24:43 - mmengine - INFO - Epoch(val) [132][100/196] eta: 0:00:07 time: 0.0788 data_time: 0.0485 memory: 4390 2022/12/07 13:25:02 - mmengine - INFO - Epoch(val) [132][196/196] accuracy/top1: 72.2400 accuracy/top5: 91.2060 2022/12/07 13:25:17 - mmengine - INFO - Epoch(train) [133][ 100/5005] lr: 2.5899e-02 eta: 12:59:01 time: 0.1384 data_time: 0.0020 memory: 4391 loss: 3.3542 2022/12/07 13:25:31 - mmengine - INFO - Epoch(train) [133][ 200/5005] lr: 2.5885e-02 eta: 12:58:47 time: 0.1393 data_time: 0.0019 memory: 4390 loss: 3.1138 2022/12/07 13:25:45 - mmengine - INFO - Epoch(train) [133][ 300/5005] lr: 2.5871e-02 eta: 12:58:33 time: 0.1385 data_time: 0.0018 memory: 4390 loss: 3.0745 2022/12/07 13:25:51 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:25:59 - mmengine - INFO - Epoch(train) [133][ 400/5005] lr: 2.5857e-02 eta: 12:58:20 time: 0.1376 data_time: 0.0020 memory: 4390 loss: 3.1243 2022/12/07 13:26:13 - mmengine - INFO - Epoch(train) [133][ 500/5005] lr: 2.5844e-02 eta: 12:58:06 time: 0.1380 data_time: 0.0019 memory: 4390 loss: 2.8169 2022/12/07 13:26:27 - mmengine - INFO - Epoch(train) [133][ 600/5005] lr: 2.5830e-02 eta: 12:57:52 time: 0.1379 data_time: 0.0021 memory: 4390 loss: 2.5291 2022/12/07 13:26:41 - mmengine - INFO - Epoch(train) [133][ 700/5005] lr: 2.5816e-02 eta: 12:57:39 time: 0.1377 data_time: 0.0019 memory: 4390 loss: 3.5516 2022/12/07 13:26:55 - mmengine - INFO - Epoch(train) [133][ 800/5005] lr: 2.5803e-02 eta: 12:57:25 time: 0.1459 data_time: 0.0020 memory: 4390 loss: 3.1770 2022/12/07 13:27:09 - mmengine - INFO - Epoch(train) [133][ 900/5005] lr: 2.5789e-02 eta: 12:57:11 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 2.8297 2022/12/07 13:27:23 - mmengine - INFO - Epoch(train) [133][1000/5005] lr: 2.5775e-02 eta: 12:56:58 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 3.0626 2022/12/07 13:27:37 - mmengine - INFO - Epoch(train) [133][1100/5005] lr: 2.5761e-02 eta: 12:56:44 time: 0.1391 data_time: 0.0022 memory: 4390 loss: 2.8406 2022/12/07 13:27:51 - mmengine - INFO - Epoch(train) [133][1200/5005] lr: 2.5748e-02 eta: 12:56:31 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 3.1256 2022/12/07 13:28:06 - mmengine - INFO - Epoch(train) [133][1300/5005] lr: 2.5734e-02 eta: 12:56:17 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 2.8193 2022/12/07 13:28:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:28:20 - mmengine - INFO - Epoch(train) [133][1400/5005] lr: 2.5720e-02 eta: 12:56:03 time: 0.1403 data_time: 0.0020 memory: 4390 loss: 3.0764 2022/12/07 13:28:34 - mmengine - INFO - Epoch(train) [133][1500/5005] lr: 2.5706e-02 eta: 12:55:50 time: 0.1396 data_time: 0.0022 memory: 4390 loss: 3.0872 2022/12/07 13:28:48 - mmengine - INFO - Epoch(train) [133][1600/5005] lr: 2.5693e-02 eta: 12:55:36 time: 0.1397 data_time: 0.0021 memory: 4390 loss: 2.8885 2022/12/07 13:29:02 - mmengine - INFO - Epoch(train) [133][1700/5005] lr: 2.5679e-02 eta: 12:55:22 time: 0.1388 data_time: 0.0021 memory: 4390 loss: 3.1173 2022/12/07 13:29:16 - mmengine - INFO - Epoch(train) [133][1800/5005] lr: 2.5665e-02 eta: 12:55:09 time: 0.1387 data_time: 0.0021 memory: 4390 loss: 2.5994 2022/12/07 13:29:30 - mmengine - INFO - Epoch(train) [133][1900/5005] lr: 2.5652e-02 eta: 12:54:55 time: 0.1408 data_time: 0.0022 memory: 4390 loss: 2.9511 2022/12/07 13:29:44 - mmengine - INFO - Epoch(train) [133][2000/5005] lr: 2.5638e-02 eta: 12:54:42 time: 0.1407 data_time: 0.0022 memory: 4390 loss: 2.9771 2022/12/07 13:29:58 - mmengine - INFO - Epoch(train) [133][2100/5005] lr: 2.5624e-02 eta: 12:54:28 time: 0.1411 data_time: 0.0027 memory: 4390 loss: 2.8723 2022/12/07 13:30:12 - mmengine - INFO - Epoch(train) [133][2200/5005] lr: 2.5611e-02 eta: 12:54:14 time: 0.1395 data_time: 0.0024 memory: 4390 loss: 3.0628 2022/12/07 13:30:26 - mmengine - INFO - Epoch(train) [133][2300/5005] lr: 2.5597e-02 eta: 12:54:01 time: 0.1391 data_time: 0.0023 memory: 4390 loss: 3.5889 2022/12/07 13:30:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:30:40 - mmengine - INFO - Epoch(train) [133][2400/5005] lr: 2.5583e-02 eta: 12:53:47 time: 0.1384 data_time: 0.0023 memory: 4390 loss: 3.8064 2022/12/07 13:30:54 - mmengine - INFO - Epoch(train) [133][2500/5005] lr: 2.5569e-02 eta: 12:53:34 time: 0.1391 data_time: 0.0021 memory: 4390 loss: 3.2630 2022/12/07 13:31:08 - mmengine - INFO - Epoch(train) [133][2600/5005] lr: 2.5556e-02 eta: 12:53:20 time: 0.1384 data_time: 0.0020 memory: 4390 loss: 2.6451 2022/12/07 13:31:23 - mmengine - INFO - Epoch(train) [133][2700/5005] lr: 2.5542e-02 eta: 12:53:06 time: 0.1394 data_time: 0.0022 memory: 4390 loss: 2.9592 2022/12/07 13:31:37 - mmengine - INFO - Epoch(train) [133][2800/5005] lr: 2.5528e-02 eta: 12:52:53 time: 0.1398 data_time: 0.0020 memory: 4390 loss: 3.4476 2022/12/07 13:31:51 - mmengine - INFO - Epoch(train) [133][2900/5005] lr: 2.5515e-02 eta: 12:52:39 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 3.0140 2022/12/07 13:32:05 - mmengine - INFO - Epoch(train) [133][3000/5005] lr: 2.5501e-02 eta: 12:52:25 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 3.0400 2022/12/07 13:32:19 - mmengine - INFO - Epoch(train) [133][3100/5005] lr: 2.5487e-02 eta: 12:52:12 time: 0.1401 data_time: 0.0021 memory: 4390 loss: 2.8553 2022/12/07 13:32:33 - mmengine - INFO - Epoch(train) [133][3200/5005] lr: 2.5474e-02 eta: 12:51:58 time: 0.1386 data_time: 0.0020 memory: 4390 loss: 3.1604 2022/12/07 13:32:47 - mmengine - INFO - Epoch(train) [133][3300/5005] lr: 2.5460e-02 eta: 12:51:45 time: 0.1394 data_time: 0.0022 memory: 4390 loss: 3.3601 2022/12/07 13:32:53 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:33:01 - mmengine - INFO - Epoch(train) [133][3400/5005] lr: 2.5446e-02 eta: 12:51:31 time: 0.1409 data_time: 0.0022 memory: 4390 loss: 3.1448 2022/12/07 13:33:15 - mmengine - INFO - Epoch(train) [133][3500/5005] lr: 2.5433e-02 eta: 12:51:17 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 3.1126 2022/12/07 13:33:29 - mmengine - INFO - Epoch(train) [133][3600/5005] lr: 2.5419e-02 eta: 12:51:04 time: 0.1380 data_time: 0.0021 memory: 4390 loss: 3.1358 2022/12/07 13:33:43 - mmengine - INFO - Epoch(train) [133][3700/5005] lr: 2.5405e-02 eta: 12:50:50 time: 0.1382 data_time: 0.0021 memory: 4390 loss: 3.0819 2022/12/07 13:33:57 - mmengine - INFO - Epoch(train) [133][3800/5005] lr: 2.5392e-02 eta: 12:50:36 time: 0.1383 data_time: 0.0020 memory: 4390 loss: 3.3058 2022/12/07 13:34:11 - mmengine - INFO - Epoch(train) [133][3900/5005] lr: 2.5378e-02 eta: 12:50:23 time: 0.1381 data_time: 0.0021 memory: 4390 loss: 2.7988 2022/12/07 13:34:25 - mmengine - INFO - Epoch(train) [133][4000/5005] lr: 2.5364e-02 eta: 12:50:09 time: 0.1380 data_time: 0.0021 memory: 4390 loss: 3.1471 2022/12/07 13:34:39 - mmengine - INFO - Epoch(train) [133][4100/5005] lr: 2.5351e-02 eta: 12:49:55 time: 0.1382 data_time: 0.0020 memory: 4390 loss: 3.1097 2022/12/07 13:34:53 - mmengine - INFO - Epoch(train) [133][4200/5005] lr: 2.5337e-02 eta: 12:49:42 time: 0.1397 data_time: 0.0022 memory: 4390 loss: 3.0094 2022/12/07 13:35:07 - mmengine - INFO - Epoch(train) [133][4300/5005] lr: 2.5323e-02 eta: 12:49:28 time: 0.1384 data_time: 0.0024 memory: 4390 loss: 3.3425 2022/12/07 13:35:13 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:35:21 - mmengine - INFO - Epoch(train) [133][4400/5005] lr: 2.5310e-02 eta: 12:49:14 time: 0.1387 data_time: 0.0023 memory: 4390 loss: 3.0583 2022/12/07 13:35:35 - mmengine - INFO - Epoch(train) [133][4500/5005] lr: 2.5296e-02 eta: 12:49:01 time: 0.1388 data_time: 0.0024 memory: 4390 loss: 3.1158 2022/12/07 13:35:49 - mmengine - INFO - Epoch(train) [133][4600/5005] lr: 2.5282e-02 eta: 12:48:47 time: 0.1386 data_time: 0.0023 memory: 4390 loss: 2.5127 2022/12/07 13:36:04 - mmengine - INFO - Epoch(train) [133][4700/5005] lr: 2.5269e-02 eta: 12:48:33 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 2.6939 2022/12/07 13:36:18 - mmengine - INFO - Epoch(train) [133][4800/5005] lr: 2.5255e-02 eta: 12:48:20 time: 0.1393 data_time: 0.0021 memory: 4390 loss: 2.8708 2022/12/07 13:36:32 - mmengine - INFO - Epoch(train) [133][4900/5005] lr: 2.5242e-02 eta: 12:48:06 time: 0.1384 data_time: 0.0021 memory: 4390 loss: 2.6663 2022/12/07 13:36:46 - mmengine - INFO - Epoch(train) [133][5000/5005] lr: 2.5228e-02 eta: 12:47:53 time: 0.1413 data_time: 0.0030 memory: 4390 loss: 2.9294 2022/12/07 13:36:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:36:46 - mmengine - INFO - Saving checkpoint at 133 epochs 2022/12/07 13:36:57 - mmengine - INFO - Epoch(val) [133][100/196] eta: 0:00:07 time: 0.0796 data_time: 0.0477 memory: 4390 2022/12/07 13:37:16 - mmengine - INFO - Epoch(val) [133][196/196] accuracy/top1: 72.5680 accuracy/top5: 91.3920 2022/12/07 13:37:30 - mmengine - INFO - Epoch(train) [134][ 100/5005] lr: 2.5214e-02 eta: 12:47:38 time: 0.1390 data_time: 0.0019 memory: 4390 loss: 2.9875 2022/12/07 13:37:44 - mmengine - INFO - Epoch(train) [134][ 200/5005] lr: 2.5200e-02 eta: 12:47:25 time: 0.1392 data_time: 0.0020 memory: 4390 loss: 3.0184 2022/12/07 13:37:58 - mmengine - INFO - Epoch(train) [134][ 300/5005] lr: 2.5186e-02 eta: 12:47:11 time: 0.1385 data_time: 0.0024 memory: 4390 loss: 2.6422 2022/12/07 13:38:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:38:13 - mmengine - INFO - Epoch(train) [134][ 400/5005] lr: 2.5173e-02 eta: 12:46:58 time: 0.1383 data_time: 0.0022 memory: 4390 loss: 3.4251 2022/12/07 13:38:27 - mmengine - INFO - Epoch(train) [134][ 500/5005] lr: 2.5159e-02 eta: 12:46:44 time: 0.1383 data_time: 0.0022 memory: 4390 loss: 3.1262 2022/12/07 13:38:41 - mmengine - INFO - Epoch(train) [134][ 600/5005] lr: 2.5145e-02 eta: 12:46:30 time: 0.1387 data_time: 0.0020 memory: 4390 loss: 2.6218 2022/12/07 13:38:55 - mmengine - INFO - Epoch(train) [134][ 700/5005] lr: 2.5132e-02 eta: 12:46:17 time: 0.1386 data_time: 0.0019 memory: 4390 loss: 3.1128 2022/12/07 13:39:09 - mmengine - INFO - Epoch(train) [134][ 800/5005] lr: 2.5118e-02 eta: 12:46:03 time: 0.1402 data_time: 0.0021 memory: 4390 loss: 2.9879 2022/12/07 13:39:23 - mmengine - INFO - Epoch(train) [134][ 900/5005] lr: 2.5105e-02 eta: 12:45:49 time: 0.1398 data_time: 0.0020 memory: 4390 loss: 3.1050 2022/12/07 13:39:37 - mmengine - INFO - Epoch(train) [134][1000/5005] lr: 2.5091e-02 eta: 12:45:36 time: 0.1401 data_time: 0.0020 memory: 4390 loss: 2.8303 2022/12/07 13:39:51 - mmengine - INFO - Epoch(train) [134][1100/5005] lr: 2.5077e-02 eta: 12:45:22 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 2.7843 2022/12/07 13:40:05 - mmengine - INFO - Epoch(train) [134][1200/5005] lr: 2.5064e-02 eta: 12:45:08 time: 0.1436 data_time: 0.0021 memory: 4390 loss: 2.8623 2022/12/07 13:40:19 - mmengine - INFO - Epoch(train) [134][1300/5005] lr: 2.5050e-02 eta: 12:44:55 time: 0.1398 data_time: 0.0020 memory: 4390 loss: 3.3856 2022/12/07 13:40:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:40:33 - mmengine - INFO - Epoch(train) [134][1400/5005] lr: 2.5037e-02 eta: 12:44:41 time: 0.1387 data_time: 0.0020 memory: 4390 loss: 2.7309 2022/12/07 13:40:47 - mmengine - INFO - Epoch(train) [134][1500/5005] lr: 2.5023e-02 eta: 12:44:27 time: 0.1394 data_time: 0.0019 memory: 4390 loss: 3.0241 2022/12/07 13:41:01 - mmengine - INFO - Epoch(train) [134][1600/5005] lr: 2.5009e-02 eta: 12:44:14 time: 0.1387 data_time: 0.0020 memory: 4390 loss: 2.7792 2022/12/07 13:41:15 - mmengine - INFO - Epoch(train) [134][1700/5005] lr: 2.4996e-02 eta: 12:44:00 time: 0.1397 data_time: 0.0019 memory: 4390 loss: 3.1269 2022/12/07 13:41:29 - mmengine - INFO - Epoch(train) [134][1800/5005] lr: 2.4982e-02 eta: 12:43:46 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 3.3160 2022/12/07 13:41:43 - mmengine - INFO - Epoch(train) [134][1900/5005] lr: 2.4969e-02 eta: 12:43:33 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 2.7504 2022/12/07 13:41:57 - mmengine - INFO - Epoch(train) [134][2000/5005] lr: 2.4955e-02 eta: 12:43:19 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 2.4331 2022/12/07 13:42:11 - mmengine - INFO - Epoch(train) [134][2100/5005] lr: 2.4941e-02 eta: 12:43:06 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 2.8407 2022/12/07 13:42:25 - mmengine - INFO - Epoch(train) [134][2200/5005] lr: 2.4928e-02 eta: 12:42:52 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 3.3969 2022/12/07 13:42:40 - mmengine - INFO - Epoch(train) [134][2300/5005] lr: 2.4914e-02 eta: 12:42:38 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 2.8820 2022/12/07 13:42:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:42:54 - mmengine - INFO - Epoch(train) [134][2400/5005] lr: 2.4901e-02 eta: 12:42:25 time: 0.1396 data_time: 0.0021 memory: 4390 loss: 3.0618 2022/12/07 13:43:08 - mmengine - INFO - Epoch(train) [134][2500/5005] lr: 2.4887e-02 eta: 12:42:11 time: 0.1409 data_time: 0.0020 memory: 4390 loss: 2.7885 2022/12/07 13:43:22 - mmengine - INFO - Epoch(train) [134][2600/5005] lr: 2.4874e-02 eta: 12:41:58 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 3.2116 2022/12/07 13:43:36 - mmengine - INFO - Epoch(train) [134][2700/5005] lr: 2.4860e-02 eta: 12:41:44 time: 0.1387 data_time: 0.0022 memory: 4390 loss: 3.0319 2022/12/07 13:43:50 - mmengine - INFO - Epoch(train) [134][2800/5005] lr: 2.4847e-02 eta: 12:41:30 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 2.9628 2022/12/07 13:44:04 - mmengine - INFO - Epoch(train) [134][2900/5005] lr: 2.4833e-02 eta: 12:41:17 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 2.7434 2022/12/07 13:44:18 - mmengine - INFO - Epoch(train) [134][3000/5005] lr: 2.4819e-02 eta: 12:41:03 time: 0.1396 data_time: 0.0019 memory: 4390 loss: 3.3160 2022/12/07 13:44:32 - mmengine - INFO - Epoch(train) [134][3100/5005] lr: 2.4806e-02 eta: 12:40:49 time: 0.1395 data_time: 0.0020 memory: 4390 loss: 2.9287 2022/12/07 13:44:46 - mmengine - INFO - Epoch(train) [134][3200/5005] lr: 2.4792e-02 eta: 12:40:36 time: 0.1398 data_time: 0.0020 memory: 4390 loss: 2.8805 2022/12/07 13:45:00 - mmengine - INFO - Epoch(train) [134][3300/5005] lr: 2.4779e-02 eta: 12:40:22 time: 0.1402 data_time: 0.0019 memory: 4390 loss: 2.6616 2022/12/07 13:45:05 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:45:14 - mmengine - INFO - Epoch(train) [134][3400/5005] lr: 2.4765e-02 eta: 12:40:09 time: 0.1397 data_time: 0.0019 memory: 4390 loss: 3.3709 2022/12/07 13:45:29 - mmengine - INFO - Epoch(train) [134][3500/5005] lr: 2.4752e-02 eta: 12:39:55 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 2.7146 2022/12/07 13:45:43 - mmengine - INFO - Epoch(train) [134][3600/5005] lr: 2.4738e-02 eta: 12:39:41 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 2.6184 2022/12/07 13:45:57 - mmengine - INFO - Epoch(train) [134][3700/5005] lr: 2.4725e-02 eta: 12:39:28 time: 0.1384 data_time: 0.0021 memory: 4390 loss: 3.2902 2022/12/07 13:46:11 - mmengine - INFO - Epoch(train) [134][3800/5005] lr: 2.4711e-02 eta: 12:39:14 time: 0.1383 data_time: 0.0019 memory: 4390 loss: 2.8207 2022/12/07 13:46:25 - mmengine - INFO - Epoch(train) [134][3900/5005] lr: 2.4697e-02 eta: 12:39:00 time: 0.1384 data_time: 0.0020 memory: 4390 loss: 3.0311 2022/12/07 13:46:39 - mmengine - INFO - Epoch(train) [134][4000/5005] lr: 2.4684e-02 eta: 12:38:47 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 3.0192 2022/12/07 13:46:53 - mmengine - INFO - Epoch(train) [134][4100/5005] lr: 2.4670e-02 eta: 12:38:33 time: 0.1386 data_time: 0.0020 memory: 4390 loss: 3.0738 2022/12/07 13:47:07 - mmengine - INFO - Epoch(train) [134][4200/5005] lr: 2.4657e-02 eta: 12:38:19 time: 0.1397 data_time: 0.0021 memory: 4390 loss: 2.9978 2022/12/07 13:47:21 - mmengine - INFO - Epoch(train) [134][4300/5005] lr: 2.4643e-02 eta: 12:38:06 time: 0.1400 data_time: 0.0026 memory: 4390 loss: 3.3435 2022/12/07 13:47:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:47:35 - mmengine - INFO - Epoch(train) [134][4400/5005] lr: 2.4630e-02 eta: 12:37:52 time: 0.1391 data_time: 0.0024 memory: 4390 loss: 2.8530 2022/12/07 13:47:50 - mmengine - INFO - Epoch(train) [134][4500/5005] lr: 2.4616e-02 eta: 12:37:39 time: 0.1399 data_time: 0.0024 memory: 4390 loss: 3.2590 2022/12/07 13:48:04 - mmengine - INFO - Epoch(train) [134][4600/5005] lr: 2.4603e-02 eta: 12:37:25 time: 0.1383 data_time: 0.0024 memory: 4390 loss: 2.8222 2022/12/07 13:48:18 - mmengine - INFO - Epoch(train) [134][4700/5005] lr: 2.4589e-02 eta: 12:37:11 time: 0.1406 data_time: 0.0020 memory: 4390 loss: 3.0991 2022/12/07 13:48:32 - mmengine - INFO - Epoch(train) [134][4800/5005] lr: 2.4576e-02 eta: 12:36:58 time: 0.1468 data_time: 0.0020 memory: 4390 loss: 2.8897 2022/12/07 13:48:46 - mmengine - INFO - Epoch(train) [134][4900/5005] lr: 2.4562e-02 eta: 12:36:44 time: 0.1394 data_time: 0.0020 memory: 4390 loss: 2.9665 2022/12/07 13:49:00 - mmengine - INFO - Epoch(train) [134][5000/5005] lr: 2.4549e-02 eta: 12:36:30 time: 0.1409 data_time: 0.0027 memory: 4390 loss: 2.8006 2022/12/07 13:49:01 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:49:01 - mmengine - INFO - Saving checkpoint at 134 epochs 2022/12/07 13:49:11 - mmengine - INFO - Epoch(val) [134][100/196] eta: 0:00:07 time: 0.0766 data_time: 0.0459 memory: 4390 2022/12/07 13:49:30 - mmengine - INFO - Epoch(val) [134][196/196] accuracy/top1: 72.2680 accuracy/top5: 91.2940 2022/12/07 13:49:44 - mmengine - INFO - Epoch(train) [135][ 100/5005] lr: 2.4535e-02 eta: 12:36:16 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 2.8404 2022/12/07 13:49:58 - mmengine - INFO - Epoch(train) [135][ 200/5005] lr: 2.4521e-02 eta: 12:36:03 time: 0.1379 data_time: 0.0019 memory: 4390 loss: 3.4546 2022/12/07 13:50:12 - mmengine - INFO - Epoch(train) [135][ 300/5005] lr: 2.4508e-02 eta: 12:35:49 time: 0.1379 data_time: 0.0019 memory: 4390 loss: 2.8612 2022/12/07 13:50:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:50:26 - mmengine - INFO - Epoch(train) [135][ 400/5005] lr: 2.4494e-02 eta: 12:35:35 time: 0.1381 data_time: 0.0020 memory: 4390 loss: 2.9007 2022/12/07 13:50:40 - mmengine - INFO - Epoch(train) [135][ 500/5005] lr: 2.4481e-02 eta: 12:35:22 time: 0.1380 data_time: 0.0019 memory: 4390 loss: 2.8930 2022/12/07 13:50:54 - mmengine - INFO - Epoch(train) [135][ 600/5005] lr: 2.4467e-02 eta: 12:35:08 time: 0.1396 data_time: 0.0020 memory: 4390 loss: 3.1576 2022/12/07 13:51:08 - mmengine - INFO - Epoch(train) [135][ 700/5005] lr: 2.4454e-02 eta: 12:34:54 time: 0.1393 data_time: 0.0021 memory: 4390 loss: 3.0576 2022/12/07 13:51:22 - mmengine - INFO - Epoch(train) [135][ 800/5005] lr: 2.4440e-02 eta: 12:34:41 time: 0.1394 data_time: 0.0020 memory: 4390 loss: 2.7787 2022/12/07 13:51:36 - mmengine - INFO - Epoch(train) [135][ 900/5005] lr: 2.4427e-02 eta: 12:34:27 time: 0.1472 data_time: 0.0020 memory: 4390 loss: 2.8350 2022/12/07 13:51:50 - mmengine - INFO - Epoch(train) [135][1000/5005] lr: 2.4413e-02 eta: 12:34:13 time: 0.1389 data_time: 0.0020 memory: 4390 loss: 2.8589 2022/12/07 13:52:04 - mmengine - INFO - Epoch(train) [135][1100/5005] lr: 2.4400e-02 eta: 12:34:00 time: 0.1389 data_time: 0.0021 memory: 4390 loss: 3.2707 2022/12/07 13:52:18 - mmengine - INFO - Epoch(train) [135][1200/5005] lr: 2.4386e-02 eta: 12:33:46 time: 0.1390 data_time: 0.0019 memory: 4390 loss: 3.3380 2022/12/07 13:52:32 - mmengine - INFO - Epoch(train) [135][1300/5005] lr: 2.4373e-02 eta: 12:33:33 time: 0.1504 data_time: 0.0019 memory: 4390 loss: 3.0770 2022/12/07 13:52:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:52:46 - mmengine - INFO - Epoch(train) [135][1400/5005] lr: 2.4359e-02 eta: 12:33:19 time: 0.1390 data_time: 0.0022 memory: 4390 loss: 3.1397 2022/12/07 13:53:00 - mmengine - INFO - Epoch(train) [135][1500/5005] lr: 2.4346e-02 eta: 12:33:05 time: 0.1394 data_time: 0.0021 memory: 4390 loss: 2.7279 2022/12/07 13:53:14 - mmengine - INFO - Epoch(train) [135][1600/5005] lr: 2.4332e-02 eta: 12:32:52 time: 0.1393 data_time: 0.0021 memory: 4390 loss: 3.6278 2022/12/07 13:53:28 - mmengine - INFO - Epoch(train) [135][1700/5005] lr: 2.4319e-02 eta: 12:32:38 time: 0.1396 data_time: 0.0022 memory: 4390 loss: 3.1727 2022/12/07 13:53:42 - mmengine - INFO - Epoch(train) [135][1800/5005] lr: 2.4305e-02 eta: 12:32:24 time: 0.1377 data_time: 0.0019 memory: 4390 loss: 3.0192 2022/12/07 13:53:56 - mmengine - INFO - Epoch(train) [135][1900/5005] lr: 2.4292e-02 eta: 12:32:11 time: 0.1381 data_time: 0.0022 memory: 4390 loss: 3.2600 2022/12/07 13:54:10 - mmengine - INFO - Epoch(train) [135][2000/5005] lr: 2.4278e-02 eta: 12:31:57 time: 0.1407 data_time: 0.0022 memory: 4390 loss: 3.2655 2022/12/07 13:54:24 - mmengine - INFO - Epoch(train) [135][2100/5005] lr: 2.4265e-02 eta: 12:31:43 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 3.2320 2022/12/07 13:54:39 - mmengine - INFO - Epoch(train) [135][2200/5005] lr: 2.4252e-02 eta: 12:31:30 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 3.0577 2022/12/07 13:54:53 - mmengine - INFO - Epoch(train) [135][2300/5005] lr: 2.4238e-02 eta: 12:31:16 time: 0.1386 data_time: 0.0021 memory: 4390 loss: 2.8885 2022/12/07 13:54:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:55:07 - mmengine - INFO - Epoch(train) [135][2400/5005] lr: 2.4225e-02 eta: 12:31:02 time: 0.1385 data_time: 0.0021 memory: 4390 loss: 3.3002 2022/12/07 13:55:20 - mmengine - INFO - Epoch(train) [135][2500/5005] lr: 2.4211e-02 eta: 12:30:49 time: 0.1375 data_time: 0.0019 memory: 4390 loss: 2.8931 2022/12/07 13:55:35 - mmengine - INFO - Epoch(train) [135][2600/5005] lr: 2.4198e-02 eta: 12:30:35 time: 0.1400 data_time: 0.0019 memory: 4390 loss: 3.1564 2022/12/07 13:55:49 - mmengine - INFO - Epoch(train) [135][2700/5005] lr: 2.4184e-02 eta: 12:30:21 time: 0.1379 data_time: 0.0021 memory: 4390 loss: 3.1813 2022/12/07 13:56:03 - mmengine - INFO - Epoch(train) [135][2800/5005] lr: 2.4171e-02 eta: 12:30:08 time: 0.1380 data_time: 0.0020 memory: 4390 loss: 2.8209 2022/12/07 13:56:17 - mmengine - INFO - Epoch(train) [135][2900/5005] lr: 2.4157e-02 eta: 12:29:54 time: 0.1440 data_time: 0.0020 memory: 4390 loss: 2.8768 2022/12/07 13:56:31 - mmengine - INFO - Epoch(train) [135][3000/5005] lr: 2.4144e-02 eta: 12:29:40 time: 0.1397 data_time: 0.0020 memory: 4390 loss: 3.2140 2022/12/07 13:56:45 - mmengine - INFO - Epoch(train) [135][3100/5005] lr: 2.4131e-02 eta: 12:29:27 time: 0.1392 data_time: 0.0020 memory: 4390 loss: 3.1956 2022/12/07 13:56:59 - mmengine - INFO - Epoch(train) [135][3200/5005] lr: 2.4117e-02 eta: 12:29:13 time: 0.1384 data_time: 0.0019 memory: 4390 loss: 2.9109 2022/12/07 13:57:13 - mmengine - INFO - Epoch(train) [135][3300/5005] lr: 2.4104e-02 eta: 12:28:59 time: 0.1414 data_time: 0.0021 memory: 4390 loss: 3.1935 2022/12/07 13:57:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:57:27 - mmengine - INFO - Epoch(train) [135][3400/5005] lr: 2.4090e-02 eta: 12:28:46 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 2.6915 2022/12/07 13:57:41 - mmengine - INFO - Epoch(train) [135][3500/5005] lr: 2.4077e-02 eta: 12:28:32 time: 0.1401 data_time: 0.0020 memory: 4390 loss: 3.0290 2022/12/07 13:57:55 - mmengine - INFO - Epoch(train) [135][3600/5005] lr: 2.4063e-02 eta: 12:28:19 time: 0.1395 data_time: 0.0020 memory: 4390 loss: 2.6202 2022/12/07 13:58:09 - mmengine - INFO - Epoch(train) [135][3700/5005] lr: 2.4050e-02 eta: 12:28:05 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 2.8614 2022/12/07 13:58:23 - mmengine - INFO - Epoch(train) [135][3800/5005] lr: 2.4037e-02 eta: 12:27:51 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 2.9280 2022/12/07 13:58:37 - mmengine - INFO - Epoch(train) [135][3900/5005] lr: 2.4023e-02 eta: 12:27:38 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 2.8054 2022/12/07 13:58:51 - mmengine - INFO - Epoch(train) [135][4000/5005] lr: 2.4010e-02 eta: 12:27:24 time: 0.1395 data_time: 0.0020 memory: 4390 loss: 2.6731 2022/12/07 13:59:06 - mmengine - INFO - Epoch(train) [135][4100/5005] lr: 2.3996e-02 eta: 12:27:10 time: 0.1402 data_time: 0.0024 memory: 4390 loss: 2.9919 2022/12/07 13:59:20 - mmengine - INFO - Epoch(train) [135][4200/5005] lr: 2.3983e-02 eta: 12:26:57 time: 0.1391 data_time: 0.0021 memory: 4390 loss: 2.7621 2022/12/07 13:59:34 - mmengine - INFO - Epoch(train) [135][4300/5005] lr: 2.3970e-02 eta: 12:26:43 time: 0.1394 data_time: 0.0021 memory: 4390 loss: 2.6495 2022/12/07 13:59:38 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 13:59:48 - mmengine - INFO - Epoch(train) [135][4400/5005] lr: 2.3956e-02 eta: 12:26:30 time: 0.1383 data_time: 0.0023 memory: 4390 loss: 3.0829 2022/12/07 14:00:02 - mmengine - INFO - Epoch(train) [135][4500/5005] lr: 2.3943e-02 eta: 12:26:16 time: 0.1482 data_time: 0.0022 memory: 4390 loss: 2.9104 2022/12/07 14:00:16 - mmengine - INFO - Epoch(train) [135][4600/5005] lr: 2.3929e-02 eta: 12:26:02 time: 0.1406 data_time: 0.0020 memory: 4390 loss: 2.6626 2022/12/07 14:00:30 - mmengine - INFO - Epoch(train) [135][4700/5005] lr: 2.3916e-02 eta: 12:25:49 time: 0.1409 data_time: 0.0021 memory: 4390 loss: 3.5431 2022/12/07 14:00:44 - mmengine - INFO - Epoch(train) [135][4800/5005] lr: 2.3903e-02 eta: 12:25:35 time: 0.1413 data_time: 0.0021 memory: 4390 loss: 2.9103 2022/12/07 14:00:58 - mmengine - INFO - Epoch(train) [135][4900/5005] lr: 2.3889e-02 eta: 12:25:21 time: 0.1385 data_time: 0.0021 memory: 4390 loss: 3.3520 2022/12/07 14:01:12 - mmengine - INFO - Epoch(train) [135][5000/5005] lr: 2.3876e-02 eta: 12:25:08 time: 0.1402 data_time: 0.0030 memory: 4390 loss: 2.9331 2022/12/07 14:01:13 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:01:13 - mmengine - INFO - Saving checkpoint at 135 epochs 2022/12/07 14:01:23 - mmengine - INFO - Epoch(val) [135][100/196] eta: 0:00:07 time: 0.0764 data_time: 0.0457 memory: 4390 2022/12/07 14:01:42 - mmengine - INFO - Epoch(val) [135][196/196] accuracy/top1: 72.3140 accuracy/top5: 91.3680 2022/12/07 14:01:57 - mmengine - INFO - Epoch(train) [136][ 100/5005] lr: 2.3862e-02 eta: 12:24:54 time: 0.1399 data_time: 0.0024 memory: 4391 loss: 2.7479 2022/12/07 14:02:11 - mmengine - INFO - Epoch(train) [136][ 200/5005] lr: 2.3848e-02 eta: 12:24:40 time: 0.1386 data_time: 0.0020 memory: 4390 loss: 3.0522 2022/12/07 14:02:25 - mmengine - INFO - Epoch(train) [136][ 300/5005] lr: 2.3835e-02 eta: 12:24:26 time: 0.1384 data_time: 0.0020 memory: 4390 loss: 2.6532 2022/12/07 14:02:28 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:02:39 - mmengine - INFO - Epoch(train) [136][ 400/5005] lr: 2.3822e-02 eta: 12:24:13 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 3.0778 2022/12/07 14:02:53 - mmengine - INFO - Epoch(train) [136][ 500/5005] lr: 2.3808e-02 eta: 12:23:59 time: 0.1378 data_time: 0.0021 memory: 4390 loss: 2.3579 2022/12/07 14:03:07 - mmengine - INFO - Epoch(train) [136][ 600/5005] lr: 2.3795e-02 eta: 12:23:46 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 2.7032 2022/12/07 14:03:21 - mmengine - INFO - Epoch(train) [136][ 700/5005] lr: 2.3782e-02 eta: 12:23:32 time: 0.1381 data_time: 0.0019 memory: 4390 loss: 3.0693 2022/12/07 14:03:35 - mmengine - INFO - Epoch(train) [136][ 800/5005] lr: 2.3768e-02 eta: 12:23:18 time: 0.1382 data_time: 0.0021 memory: 4390 loss: 2.3539 2022/12/07 14:03:49 - mmengine - INFO - Epoch(train) [136][ 900/5005] lr: 2.3755e-02 eta: 12:23:04 time: 0.1383 data_time: 0.0020 memory: 4390 loss: 3.1454 2022/12/07 14:04:03 - mmengine - INFO - Epoch(train) [136][1000/5005] lr: 2.3742e-02 eta: 12:22:51 time: 0.1382 data_time: 0.0020 memory: 4390 loss: 2.4839 2022/12/07 14:04:17 - mmengine - INFO - Epoch(train) [136][1100/5005] lr: 2.3728e-02 eta: 12:22:37 time: 0.1405 data_time: 0.0021 memory: 4390 loss: 2.9496 2022/12/07 14:04:31 - mmengine - INFO - Epoch(train) [136][1200/5005] lr: 2.3715e-02 eta: 12:22:23 time: 0.1383 data_time: 0.0018 memory: 4390 loss: 2.9129 2022/12/07 14:04:45 - mmengine - INFO - Epoch(train) [136][1300/5005] lr: 2.3701e-02 eta: 12:22:10 time: 0.1397 data_time: 0.0019 memory: 4390 loss: 2.5245 2022/12/07 14:04:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:04:59 - mmengine - INFO - Epoch(train) [136][1400/5005] lr: 2.3688e-02 eta: 12:21:56 time: 0.1377 data_time: 0.0019 memory: 4390 loss: 3.2071 2022/12/07 14:05:13 - mmengine - INFO - Epoch(train) [136][1500/5005] lr: 2.3675e-02 eta: 12:21:42 time: 0.1395 data_time: 0.0020 memory: 4390 loss: 2.8491 2022/12/07 14:05:27 - mmengine - INFO - Epoch(train) [136][1600/5005] lr: 2.3661e-02 eta: 12:21:29 time: 0.1399 data_time: 0.0020 memory: 4390 loss: 3.1900 2022/12/07 14:05:41 - mmengine - INFO - Epoch(train) [136][1700/5005] lr: 2.3648e-02 eta: 12:21:15 time: 0.1399 data_time: 0.0019 memory: 4390 loss: 3.3898 2022/12/07 14:05:55 - mmengine - INFO - Epoch(train) [136][1800/5005] lr: 2.3635e-02 eta: 12:21:02 time: 0.1455 data_time: 0.0019 memory: 4390 loss: 3.2588 2022/12/07 14:06:09 - mmengine - INFO - Epoch(train) [136][1900/5005] lr: 2.3621e-02 eta: 12:20:48 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 2.7815 2022/12/07 14:06:23 - mmengine - INFO - Epoch(train) [136][2000/5005] lr: 2.3608e-02 eta: 12:20:34 time: 0.1388 data_time: 0.0019 memory: 4390 loss: 2.8551 2022/12/07 14:06:37 - mmengine - INFO - Epoch(train) [136][2100/5005] lr: 2.3595e-02 eta: 12:20:21 time: 0.1381 data_time: 0.0019 memory: 4390 loss: 3.5685 2022/12/07 14:06:51 - mmengine - INFO - Epoch(train) [136][2200/5005] lr: 2.3581e-02 eta: 12:20:07 time: 0.1446 data_time: 0.0025 memory: 4390 loss: 2.7760 2022/12/07 14:07:05 - mmengine - INFO - Epoch(train) [136][2300/5005] lr: 2.3568e-02 eta: 12:19:53 time: 0.1393 data_time: 0.0024 memory: 4390 loss: 3.1335 2022/12/07 14:07:09 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:07:20 - mmengine - INFO - Epoch(train) [136][2400/5005] lr: 2.3555e-02 eta: 12:19:40 time: 0.1386 data_time: 0.0027 memory: 4390 loss: 2.7010 2022/12/07 14:07:34 - mmengine - INFO - Epoch(train) [136][2500/5005] lr: 2.3542e-02 eta: 12:19:26 time: 0.1386 data_time: 0.0019 memory: 4390 loss: 2.5283 2022/12/07 14:07:48 - mmengine - INFO - Epoch(train) [136][2600/5005] lr: 2.3528e-02 eta: 12:19:12 time: 0.1392 data_time: 0.0019 memory: 4390 loss: 2.5976 2022/12/07 14:08:02 - mmengine - INFO - Epoch(train) [136][2700/5005] lr: 2.3515e-02 eta: 12:18:59 time: 0.1392 data_time: 0.0019 memory: 4390 loss: 2.9630 2022/12/07 14:08:16 - mmengine - INFO - Epoch(train) [136][2800/5005] lr: 2.3502e-02 eta: 12:18:45 time: 0.1387 data_time: 0.0020 memory: 4390 loss: 3.0149 2022/12/07 14:08:30 - mmengine - INFO - Epoch(train) [136][2900/5005] lr: 2.3488e-02 eta: 12:18:31 time: 0.1381 data_time: 0.0019 memory: 4390 loss: 2.9089 2022/12/07 14:08:44 - mmengine - INFO - Epoch(train) [136][3000/5005] lr: 2.3475e-02 eta: 12:18:18 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 3.1967 2022/12/07 14:08:58 - mmengine - INFO - Epoch(train) [136][3100/5005] lr: 2.3462e-02 eta: 12:18:04 time: 0.1396 data_time: 0.0018 memory: 4390 loss: 2.7378 2022/12/07 14:09:12 - mmengine - INFO - Epoch(train) [136][3200/5005] lr: 2.3448e-02 eta: 12:17:50 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 3.7161 2022/12/07 14:09:26 - mmengine - INFO - Epoch(train) [136][3300/5005] lr: 2.3435e-02 eta: 12:17:37 time: 0.1393 data_time: 0.0019 memory: 4390 loss: 3.1277 2022/12/07 14:09:29 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:09:40 - mmengine - INFO - Epoch(train) [136][3400/5005] lr: 2.3422e-02 eta: 12:17:23 time: 0.1389 data_time: 0.0019 memory: 4390 loss: 3.0358 2022/12/07 14:09:54 - mmengine - INFO - Epoch(train) [136][3500/5005] lr: 2.3408e-02 eta: 12:17:10 time: 0.1396 data_time: 0.0019 memory: 4390 loss: 2.9261 2022/12/07 14:10:08 - mmengine - INFO - Epoch(train) [136][3600/5005] lr: 2.3395e-02 eta: 12:16:56 time: 0.1397 data_time: 0.0025 memory: 4390 loss: 2.9793 2022/12/07 14:10:22 - mmengine - INFO - Epoch(train) [136][3700/5005] lr: 2.3382e-02 eta: 12:16:42 time: 0.1399 data_time: 0.0024 memory: 4390 loss: 2.8496 2022/12/07 14:10:36 - mmengine - INFO - Epoch(train) [136][3800/5005] lr: 2.3369e-02 eta: 12:16:29 time: 0.1402 data_time: 0.0032 memory: 4390 loss: 2.6713 2022/12/07 14:10:51 - mmengine - INFO - Epoch(train) [136][3900/5005] lr: 2.3355e-02 eta: 12:16:15 time: 0.1392 data_time: 0.0026 memory: 4390 loss: 2.7472 2022/12/07 14:11:05 - mmengine - INFO - Epoch(train) [136][4000/5005] lr: 2.3342e-02 eta: 12:16:01 time: 0.1407 data_time: 0.0020 memory: 4390 loss: 2.6747 2022/12/07 14:11:19 - mmengine - INFO - Epoch(train) [136][4100/5005] lr: 2.3329e-02 eta: 12:15:48 time: 0.1398 data_time: 0.0019 memory: 4390 loss: 3.1483 2022/12/07 14:11:33 - mmengine - INFO - Epoch(train) [136][4200/5005] lr: 2.3316e-02 eta: 12:15:34 time: 0.1390 data_time: 0.0019 memory: 4390 loss: 2.9656 2022/12/07 14:11:47 - mmengine - INFO - Epoch(train) [136][4300/5005] lr: 2.3302e-02 eta: 12:15:21 time: 0.1395 data_time: 0.0019 memory: 4390 loss: 2.9080 2022/12/07 14:11:50 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:12:01 - mmengine - INFO - Epoch(train) [136][4400/5005] lr: 2.3289e-02 eta: 12:15:07 time: 0.1391 data_time: 0.0024 memory: 4390 loss: 3.0280 2022/12/07 14:12:15 - mmengine - INFO - Epoch(train) [136][4500/5005] lr: 2.3276e-02 eta: 12:14:53 time: 0.1392 data_time: 0.0024 memory: 4390 loss: 2.5380 2022/12/07 14:12:29 - mmengine - INFO - Epoch(train) [136][4600/5005] lr: 2.3262e-02 eta: 12:14:40 time: 0.1385 data_time: 0.0024 memory: 4390 loss: 3.2768 2022/12/07 14:12:43 - mmengine - INFO - Epoch(train) [136][4700/5005] lr: 2.3249e-02 eta: 12:14:26 time: 0.1417 data_time: 0.0026 memory: 4390 loss: 3.0599 2022/12/07 14:12:58 - mmengine - INFO - Epoch(train) [136][4800/5005] lr: 2.3236e-02 eta: 12:14:13 time: 0.1399 data_time: 0.0019 memory: 4390 loss: 2.9619 2022/12/07 14:13:12 - mmengine - INFO - Epoch(train) [136][4900/5005] lr: 2.3223e-02 eta: 12:13:59 time: 0.1395 data_time: 0.0019 memory: 4390 loss: 3.1963 2022/12/07 14:13:26 - mmengine - INFO - Epoch(train) [136][5000/5005] lr: 2.3209e-02 eta: 12:13:45 time: 0.1405 data_time: 0.0029 memory: 4390 loss: 2.8873 2022/12/07 14:13:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:13:26 - mmengine - INFO - Saving checkpoint at 136 epochs 2022/12/07 14:13:36 - mmengine - INFO - Epoch(val) [136][100/196] eta: 0:00:07 time: 0.0769 data_time: 0.0460 memory: 4390 2022/12/07 14:13:55 - mmengine - INFO - Epoch(val) [136][196/196] accuracy/top1: 72.6960 accuracy/top5: 91.4380 2022/12/07 14:14:10 - mmengine - INFO - Epoch(train) [137][ 100/5005] lr: 2.3196e-02 eta: 12:13:31 time: 0.1422 data_time: 0.0020 memory: 4391 loss: 3.7307 2022/12/07 14:14:25 - mmengine - INFO - Epoch(train) [137][ 200/5005] lr: 2.3182e-02 eta: 12:13:18 time: 0.1403 data_time: 0.0019 memory: 4390 loss: 3.1366 2022/12/07 14:14:39 - mmengine - INFO - Epoch(train) [137][ 300/5005] lr: 2.3169e-02 eta: 12:13:04 time: 0.1398 data_time: 0.0020 memory: 4390 loss: 2.9164 2022/12/07 14:14:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:14:53 - mmengine - INFO - Epoch(train) [137][ 400/5005] lr: 2.3156e-02 eta: 12:12:51 time: 0.1392 data_time: 0.0022 memory: 4390 loss: 3.1717 2022/12/07 14:15:07 - mmengine - INFO - Epoch(train) [137][ 500/5005] lr: 2.3143e-02 eta: 12:12:37 time: 0.1389 data_time: 0.0020 memory: 4390 loss: 2.7932 2022/12/07 14:15:21 - mmengine - INFO - Epoch(train) [137][ 600/5005] lr: 2.3129e-02 eta: 12:12:23 time: 0.1391 data_time: 0.0019 memory: 4390 loss: 3.2795 2022/12/07 14:15:35 - mmengine - INFO - Epoch(train) [137][ 700/5005] lr: 2.3116e-02 eta: 12:12:10 time: 0.1384 data_time: 0.0024 memory: 4390 loss: 3.5592 2022/12/07 14:15:49 - mmengine - INFO - Epoch(train) [137][ 800/5005] lr: 2.3103e-02 eta: 12:11:56 time: 0.1379 data_time: 0.0023 memory: 4390 loss: 2.6850 2022/12/07 14:16:03 - mmengine - INFO - Epoch(train) [137][ 900/5005] lr: 2.3090e-02 eta: 12:11:42 time: 0.1381 data_time: 0.0023 memory: 4390 loss: 3.2870 2022/12/07 14:16:17 - mmengine - INFO - Epoch(train) [137][1000/5005] lr: 2.3076e-02 eta: 12:11:28 time: 0.1387 data_time: 0.0025 memory: 4390 loss: 3.0160 2022/12/07 14:16:31 - mmengine - INFO - Epoch(train) [137][1100/5005] lr: 2.3063e-02 eta: 12:11:15 time: 0.1382 data_time: 0.0025 memory: 4390 loss: 2.7440 2022/12/07 14:16:45 - mmengine - INFO - Epoch(train) [137][1200/5005] lr: 2.3050e-02 eta: 12:11:01 time: 0.1377 data_time: 0.0024 memory: 4390 loss: 2.9447 2022/12/07 14:16:59 - mmengine - INFO - Epoch(train) [137][1300/5005] lr: 2.3037e-02 eta: 12:10:47 time: 0.1391 data_time: 0.0023 memory: 4390 loss: 3.4516 2022/12/07 14:17:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:17:13 - mmengine - INFO - Epoch(train) [137][1400/5005] lr: 2.3024e-02 eta: 12:10:34 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 2.9006 2022/12/07 14:17:27 - mmengine - INFO - Epoch(train) [137][1500/5005] lr: 2.3010e-02 eta: 12:10:20 time: 0.1392 data_time: 0.0020 memory: 4390 loss: 2.8347 2022/12/07 14:17:41 - mmengine - INFO - Epoch(train) [137][1600/5005] lr: 2.2997e-02 eta: 12:10:06 time: 0.1384 data_time: 0.0020 memory: 4390 loss: 3.0814 2022/12/07 14:17:55 - mmengine - INFO - Epoch(train) [137][1700/5005] lr: 2.2984e-02 eta: 12:09:53 time: 0.1392 data_time: 0.0022 memory: 4390 loss: 3.6290 2022/12/07 14:18:09 - mmengine - INFO - Epoch(train) [137][1800/5005] lr: 2.2971e-02 eta: 12:09:39 time: 0.1394 data_time: 0.0022 memory: 4390 loss: 3.0673 2022/12/07 14:18:23 - mmengine - INFO - Epoch(train) [137][1900/5005] lr: 2.2958e-02 eta: 12:09:26 time: 0.1394 data_time: 0.0019 memory: 4390 loss: 3.2616 2022/12/07 14:18:37 - mmengine - INFO - Epoch(train) [137][2000/5005] lr: 2.2944e-02 eta: 12:09:12 time: 0.1409 data_time: 0.0019 memory: 4390 loss: 2.9580 2022/12/07 14:18:52 - mmengine - INFO - Epoch(train) [137][2100/5005] lr: 2.2931e-02 eta: 12:08:58 time: 0.1390 data_time: 0.0022 memory: 4390 loss: 2.9346 2022/12/07 14:19:06 - mmengine - INFO - Epoch(train) [137][2200/5005] lr: 2.2918e-02 eta: 12:08:45 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 3.0573 2022/12/07 14:19:20 - mmengine - INFO - Epoch(train) [137][2300/5005] lr: 2.2905e-02 eta: 12:08:31 time: 0.1402 data_time: 0.0022 memory: 4390 loss: 3.6074 2022/12/07 14:19:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:19:34 - mmengine - INFO - Epoch(train) [137][2400/5005] lr: 2.2892e-02 eta: 12:08:18 time: 0.1437 data_time: 0.0020 memory: 4390 loss: 3.1310 2022/12/07 14:19:49 - mmengine - INFO - Epoch(train) [137][2500/5005] lr: 2.2878e-02 eta: 12:08:04 time: 0.1382 data_time: 0.0020 memory: 4390 loss: 3.1249 2022/12/07 14:20:03 - mmengine - INFO - Epoch(train) [137][2600/5005] lr: 2.2865e-02 eta: 12:07:50 time: 0.1384 data_time: 0.0019 memory: 4390 loss: 3.3491 2022/12/07 14:20:17 - mmengine - INFO - Epoch(train) [137][2700/5005] lr: 2.2852e-02 eta: 12:07:37 time: 0.1415 data_time: 0.0020 memory: 4390 loss: 3.1614 2022/12/07 14:20:31 - mmengine - INFO - Epoch(train) [137][2800/5005] lr: 2.2839e-02 eta: 12:07:23 time: 0.1381 data_time: 0.0021 memory: 4390 loss: 3.0579 2022/12/07 14:20:45 - mmengine - INFO - Epoch(train) [137][2900/5005] lr: 2.2826e-02 eta: 12:07:10 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 3.7616 2022/12/07 14:20:59 - mmengine - INFO - Epoch(train) [137][3000/5005] lr: 2.2813e-02 eta: 12:06:56 time: 0.1384 data_time: 0.0020 memory: 4390 loss: 2.5144 2022/12/07 14:21:13 - mmengine - INFO - Epoch(train) [137][3100/5005] lr: 2.2799e-02 eta: 12:06:42 time: 0.1398 data_time: 0.0020 memory: 4390 loss: 2.7126 2022/12/07 14:21:27 - mmengine - INFO - Epoch(train) [137][3200/5005] lr: 2.2786e-02 eta: 12:06:29 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 2.8947 2022/12/07 14:21:41 - mmengine - INFO - Epoch(train) [137][3300/5005] lr: 2.2773e-02 eta: 12:06:15 time: 0.1413 data_time: 0.0023 memory: 4390 loss: 2.9303 2022/12/07 14:21:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:21:55 - mmengine - INFO - Epoch(train) [137][3400/5005] lr: 2.2760e-02 eta: 12:06:01 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 2.9348 2022/12/07 14:22:09 - mmengine - INFO - Epoch(train) [137][3500/5005] lr: 2.2747e-02 eta: 12:05:48 time: 0.1379 data_time: 0.0020 memory: 4390 loss: 3.3635 2022/12/07 14:22:23 - mmengine - INFO - Epoch(train) [137][3600/5005] lr: 2.2734e-02 eta: 12:05:34 time: 0.1380 data_time: 0.0020 memory: 4390 loss: 3.2292 2022/12/07 14:22:37 - mmengine - INFO - Epoch(train) [137][3700/5005] lr: 2.2720e-02 eta: 12:05:20 time: 0.1385 data_time: 0.0020 memory: 4390 loss: 3.1048 2022/12/07 14:22:51 - mmengine - INFO - Epoch(train) [137][3800/5005] lr: 2.2707e-02 eta: 12:05:07 time: 0.1384 data_time: 0.0019 memory: 4390 loss: 2.4826 2022/12/07 14:23:05 - mmengine - INFO - Epoch(train) [137][3900/5005] lr: 2.2694e-02 eta: 12:04:53 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 2.7469 2022/12/07 14:23:19 - mmengine - INFO - Epoch(train) [137][4000/5005] lr: 2.2681e-02 eta: 12:04:39 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 2.7360 2022/12/07 14:23:34 - mmengine - INFO - Epoch(train) [137][4100/5005] lr: 2.2668e-02 eta: 12:04:26 time: 0.1390 data_time: 0.0021 memory: 4390 loss: 2.8201 2022/12/07 14:23:48 - mmengine - INFO - Epoch(train) [137][4200/5005] lr: 2.2655e-02 eta: 12:04:12 time: 0.1396 data_time: 0.0020 memory: 4390 loss: 2.9732 2022/12/07 14:24:02 - mmengine - INFO - Epoch(train) [137][4300/5005] lr: 2.2642e-02 eta: 12:03:58 time: 0.1396 data_time: 0.0021 memory: 4390 loss: 2.5237 2022/12/07 14:24:05 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:24:16 - mmengine - INFO - Epoch(train) [137][4400/5005] lr: 2.2628e-02 eta: 12:03:45 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 2.9332 2022/12/07 14:24:30 - mmengine - INFO - Epoch(train) [137][4500/5005] lr: 2.2615e-02 eta: 12:03:31 time: 0.1393 data_time: 0.0022 memory: 4390 loss: 3.0759 2022/12/07 14:24:44 - mmengine - INFO - Epoch(train) [137][4600/5005] lr: 2.2602e-02 eta: 12:03:18 time: 0.1392 data_time: 0.0020 memory: 4390 loss: 3.3960 2022/12/07 14:24:58 - mmengine - INFO - Epoch(train) [137][4700/5005] lr: 2.2589e-02 eta: 12:03:04 time: 0.1402 data_time: 0.0025 memory: 4390 loss: 2.4739 2022/12/07 14:25:12 - mmengine - INFO - Epoch(train) [137][4800/5005] lr: 2.2576e-02 eta: 12:02:50 time: 0.1408 data_time: 0.0021 memory: 4390 loss: 2.9230 2022/12/07 14:25:26 - mmengine - INFO - Epoch(train) [137][4900/5005] lr: 2.2563e-02 eta: 12:02:37 time: 0.1413 data_time: 0.0020 memory: 4390 loss: 2.8465 2022/12/07 14:25:40 - mmengine - INFO - Epoch(train) [137][5000/5005] lr: 2.2550e-02 eta: 12:02:23 time: 0.1423 data_time: 0.0029 memory: 4390 loss: 2.9387 2022/12/07 14:25:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:25:41 - mmengine - INFO - Saving checkpoint at 137 epochs 2022/12/07 14:25:51 - mmengine - INFO - Epoch(val) [137][100/196] eta: 0:00:07 time: 0.0751 data_time: 0.0442 memory: 4390 2022/12/07 14:26:10 - mmengine - INFO - Epoch(val) [137][196/196] accuracy/top1: 72.6320 accuracy/top5: 91.5640 2022/12/07 14:26:24 - mmengine - INFO - Epoch(train) [138][ 100/5005] lr: 2.2536e-02 eta: 12:02:09 time: 0.1397 data_time: 0.0026 memory: 4390 loss: 3.1351 2022/12/07 14:26:38 - mmengine - INFO - Epoch(train) [138][ 200/5005] lr: 2.2523e-02 eta: 12:01:55 time: 0.1392 data_time: 0.0019 memory: 4390 loss: 3.0352 2022/12/07 14:26:52 - mmengine - INFO - Epoch(train) [138][ 300/5005] lr: 2.2510e-02 eta: 12:01:42 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 2.5745 2022/12/07 14:26:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:27:07 - mmengine - INFO - Epoch(train) [138][ 400/5005] lr: 2.2497e-02 eta: 12:01:28 time: 0.1407 data_time: 0.0021 memory: 4390 loss: 3.0729 2022/12/07 14:27:21 - mmengine - INFO - Epoch(train) [138][ 500/5005] lr: 2.2483e-02 eta: 12:01:15 time: 0.1448 data_time: 0.0019 memory: 4390 loss: 2.5433 2022/12/07 14:27:35 - mmengine - INFO - Epoch(train) [138][ 600/5005] lr: 2.2470e-02 eta: 12:01:01 time: 0.1400 data_time: 0.0020 memory: 4390 loss: 2.9862 2022/12/07 14:27:49 - mmengine - INFO - Epoch(train) [138][ 700/5005] lr: 2.2457e-02 eta: 12:00:47 time: 0.1405 data_time: 0.0018 memory: 4390 loss: 3.5538 2022/12/07 14:28:03 - mmengine - INFO - Epoch(train) [138][ 800/5005] lr: 2.2444e-02 eta: 12:00:34 time: 0.1401 data_time: 0.0022 memory: 4390 loss: 3.2074 2022/12/07 14:28:17 - mmengine - INFO - Epoch(train) [138][ 900/5005] lr: 2.2431e-02 eta: 12:00:20 time: 0.1403 data_time: 0.0020 memory: 4390 loss: 2.8920 2022/12/07 14:28:31 - mmengine - INFO - Epoch(train) [138][1000/5005] lr: 2.2418e-02 eta: 12:00:06 time: 0.1396 data_time: 0.0020 memory: 4390 loss: 3.0143 2022/12/07 14:28:46 - mmengine - INFO - Epoch(train) [138][1100/5005] lr: 2.2405e-02 eta: 11:59:53 time: 0.1457 data_time: 0.0019 memory: 4390 loss: 2.8815 2022/12/07 14:29:00 - mmengine - INFO - Epoch(train) [138][1200/5005] lr: 2.2392e-02 eta: 11:59:39 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 2.6531 2022/12/07 14:29:14 - mmengine - INFO - Epoch(train) [138][1300/5005] lr: 2.2379e-02 eta: 11:59:26 time: 0.1383 data_time: 0.0020 memory: 4390 loss: 3.1724 2022/12/07 14:29:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:29:28 - mmengine - INFO - Epoch(train) [138][1400/5005] lr: 2.2366e-02 eta: 11:59:12 time: 0.1382 data_time: 0.0020 memory: 4390 loss: 2.7911 2022/12/07 14:29:42 - mmengine - INFO - Epoch(train) [138][1500/5005] lr: 2.2353e-02 eta: 11:58:58 time: 0.1392 data_time: 0.0026 memory: 4390 loss: 2.9752 2022/12/07 14:29:56 - mmengine - INFO - Epoch(train) [138][1600/5005] lr: 2.2339e-02 eta: 11:58:45 time: 0.1386 data_time: 0.0021 memory: 4390 loss: 2.8627 2022/12/07 14:30:10 - mmengine - INFO - Epoch(train) [138][1700/5005] lr: 2.2326e-02 eta: 11:58:31 time: 0.1382 data_time: 0.0021 memory: 4390 loss: 3.0371 2022/12/07 14:30:24 - mmengine - INFO - Epoch(train) [138][1800/5005] lr: 2.2313e-02 eta: 11:58:17 time: 0.1399 data_time: 0.0021 memory: 4390 loss: 2.8804 2022/12/07 14:30:38 - mmengine - INFO - Epoch(train) [138][1900/5005] lr: 2.2300e-02 eta: 11:58:04 time: 0.1387 data_time: 0.0027 memory: 4390 loss: 2.6719 2022/12/07 14:30:52 - mmengine - INFO - Epoch(train) [138][2000/5005] lr: 2.2287e-02 eta: 11:57:50 time: 0.1385 data_time: 0.0027 memory: 4390 loss: 3.2540 2022/12/07 14:31:06 - mmengine - INFO - Epoch(train) [138][2100/5005] lr: 2.2274e-02 eta: 11:57:36 time: 0.1390 data_time: 0.0026 memory: 4390 loss: 3.4159 2022/12/07 14:31:20 - mmengine - INFO - Epoch(train) [138][2200/5005] lr: 2.2261e-02 eta: 11:57:23 time: 0.1400 data_time: 0.0027 memory: 4390 loss: 2.8012 2022/12/07 14:31:34 - mmengine - INFO - Epoch(train) [138][2300/5005] lr: 2.2248e-02 eta: 11:57:09 time: 0.1401 data_time: 0.0027 memory: 4390 loss: 2.8653 2022/12/07 14:31:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:31:49 - mmengine - INFO - Epoch(train) [138][2400/5005] lr: 2.2235e-02 eta: 11:56:55 time: 0.1412 data_time: 0.0026 memory: 4390 loss: 3.0394 2022/12/07 14:32:03 - mmengine - INFO - Epoch(train) [138][2500/5005] lr: 2.2222e-02 eta: 11:56:42 time: 0.1397 data_time: 0.0025 memory: 4390 loss: 3.3663 2022/12/07 14:32:17 - mmengine - INFO - Epoch(train) [138][2600/5005] lr: 2.2209e-02 eta: 11:56:28 time: 0.1398 data_time: 0.0024 memory: 4390 loss: 2.9337 2022/12/07 14:32:31 - mmengine - INFO - Epoch(train) [138][2700/5005] lr: 2.2196e-02 eta: 11:56:14 time: 0.1438 data_time: 0.0025 memory: 4390 loss: 3.5311 2022/12/07 14:32:45 - mmengine - INFO - Epoch(train) [138][2800/5005] lr: 2.2183e-02 eta: 11:56:01 time: 0.1402 data_time: 0.0024 memory: 4390 loss: 3.0973 2022/12/07 14:32:59 - mmengine - INFO - Epoch(train) [138][2900/5005] lr: 2.2170e-02 eta: 11:55:47 time: 0.1400 data_time: 0.0027 memory: 4390 loss: 3.3860 2022/12/07 14:33:14 - mmengine - INFO - Epoch(train) [138][3000/5005] lr: 2.2157e-02 eta: 11:55:34 time: 0.1398 data_time: 0.0025 memory: 4390 loss: 3.1774 2022/12/07 14:33:28 - mmengine - INFO - Epoch(train) [138][3100/5005] lr: 2.2144e-02 eta: 11:55:20 time: 0.1397 data_time: 0.0032 memory: 4390 loss: 2.9309 2022/12/07 14:33:42 - mmengine - INFO - Epoch(train) [138][3200/5005] lr: 2.2131e-02 eta: 11:55:06 time: 0.1393 data_time: 0.0034 memory: 4390 loss: 3.0637 2022/12/07 14:33:56 - mmengine - INFO - Epoch(train) [138][3300/5005] lr: 2.2118e-02 eta: 11:54:53 time: 0.1386 data_time: 0.0030 memory: 4390 loss: 2.7375 2022/12/07 14:33:58 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:34:11 - mmengine - INFO - Epoch(train) [138][3400/5005] lr: 2.2105e-02 eta: 11:54:39 time: 0.1511 data_time: 0.0030 memory: 4390 loss: 3.0334 2022/12/07 14:34:25 - mmengine - INFO - Epoch(train) [138][3500/5005] lr: 2.2092e-02 eta: 11:54:26 time: 0.1392 data_time: 0.0030 memory: 4390 loss: 2.7528 2022/12/07 14:34:39 - mmengine - INFO - Epoch(train) [138][3600/5005] lr: 2.2079e-02 eta: 11:54:12 time: 0.1397 data_time: 0.0030 memory: 4390 loss: 3.2170 2022/12/07 14:34:53 - mmengine - INFO - Epoch(train) [138][3700/5005] lr: 2.2066e-02 eta: 11:53:58 time: 0.1397 data_time: 0.0032 memory: 4390 loss: 2.9397 2022/12/07 14:35:07 - mmengine - INFO - Epoch(train) [138][3800/5005] lr: 2.2053e-02 eta: 11:53:45 time: 0.1394 data_time: 0.0026 memory: 4390 loss: 2.8775 2022/12/07 14:35:21 - mmengine - INFO - Epoch(train) [138][3900/5005] lr: 2.2040e-02 eta: 11:53:31 time: 0.1384 data_time: 0.0026 memory: 4390 loss: 2.5405 2022/12/07 14:35:36 - mmengine - INFO - Epoch(train) [138][4000/5005] lr: 2.2027e-02 eta: 11:53:17 time: 0.1401 data_time: 0.0026 memory: 4390 loss: 3.5647 2022/12/07 14:35:50 - mmengine - INFO - Epoch(train) [138][4100/5005] lr: 2.2014e-02 eta: 11:53:04 time: 0.1381 data_time: 0.0026 memory: 4390 loss: 3.0722 2022/12/07 14:36:04 - mmengine - INFO - Epoch(train) [138][4200/5005] lr: 2.2001e-02 eta: 11:52:50 time: 0.1401 data_time: 0.0026 memory: 4390 loss: 3.6609 2022/12/07 14:36:18 - mmengine - INFO - Epoch(train) [138][4300/5005] lr: 2.1988e-02 eta: 11:52:37 time: 0.1398 data_time: 0.0030 memory: 4390 loss: 2.9634 2022/12/07 14:36:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:36:32 - mmengine - INFO - Epoch(train) [138][4400/5005] lr: 2.1975e-02 eta: 11:52:23 time: 0.1383 data_time: 0.0025 memory: 4390 loss: 3.3414 2022/12/07 14:36:46 - mmengine - INFO - Epoch(train) [138][4500/5005] lr: 2.1962e-02 eta: 11:52:09 time: 0.1379 data_time: 0.0025 memory: 4390 loss: 3.0690 2022/12/07 14:37:00 - mmengine - INFO - Epoch(train) [138][4600/5005] lr: 2.1949e-02 eta: 11:51:55 time: 0.1384 data_time: 0.0026 memory: 4390 loss: 3.0195 2022/12/07 14:37:14 - mmengine - INFO - Epoch(train) [138][4700/5005] lr: 2.1936e-02 eta: 11:51:42 time: 0.1382 data_time: 0.0026 memory: 4390 loss: 2.9518 2022/12/07 14:37:28 - mmengine - INFO - Epoch(train) [138][4800/5005] lr: 2.1923e-02 eta: 11:51:28 time: 0.1389 data_time: 0.0025 memory: 4390 loss: 3.1629 2022/12/07 14:37:42 - mmengine - INFO - Epoch(train) [138][4900/5005] lr: 2.1910e-02 eta: 11:51:14 time: 0.1387 data_time: 0.0027 memory: 4390 loss: 2.9390 2022/12/07 14:37:56 - mmengine - INFO - Epoch(train) [138][5000/5005] lr: 2.1897e-02 eta: 11:51:01 time: 0.1407 data_time: 0.0033 memory: 4390 loss: 2.7773 2022/12/07 14:37:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:37:57 - mmengine - INFO - Saving checkpoint at 138 epochs 2022/12/07 14:38:07 - mmengine - INFO - Epoch(val) [138][100/196] eta: 0:00:07 time: 0.0718 data_time: 0.0409 memory: 4390 2022/12/07 14:38:26 - mmengine - INFO - Epoch(val) [138][196/196] accuracy/top1: 72.9540 accuracy/top5: 91.5880 2022/12/07 14:38:41 - mmengine - INFO - Epoch(train) [139][ 100/5005] lr: 2.1883e-02 eta: 11:50:47 time: 0.1382 data_time: 0.0019 memory: 4390 loss: 3.0681 2022/12/07 14:38:55 - mmengine - INFO - Epoch(train) [139][ 200/5005] lr: 2.1870e-02 eta: 11:50:33 time: 0.1389 data_time: 0.0030 memory: 4390 loss: 3.1495 2022/12/07 14:39:09 - mmengine - INFO - Epoch(train) [139][ 300/5005] lr: 2.1857e-02 eta: 11:50:19 time: 0.1417 data_time: 0.0027 memory: 4390 loss: 2.9622 2022/12/07 14:39:10 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:39:23 - mmengine - INFO - Epoch(train) [139][ 400/5005] lr: 2.1844e-02 eta: 11:50:06 time: 0.1400 data_time: 0.0021 memory: 4390 loss: 3.0126 2022/12/07 14:39:37 - mmengine - INFO - Epoch(train) [139][ 500/5005] lr: 2.1831e-02 eta: 11:49:52 time: 0.1468 data_time: 0.0021 memory: 4390 loss: 2.6253 2022/12/07 14:39:51 - mmengine - INFO - Epoch(train) [139][ 600/5005] lr: 2.1818e-02 eta: 11:49:39 time: 0.1390 data_time: 0.0021 memory: 4390 loss: 3.6147 2022/12/07 14:40:06 - mmengine - INFO - Epoch(train) [139][ 700/5005] lr: 2.1805e-02 eta: 11:49:25 time: 0.1401 data_time: 0.0020 memory: 4390 loss: 2.9541 2022/12/07 14:40:20 - mmengine - INFO - Epoch(train) [139][ 800/5005] lr: 2.1792e-02 eta: 11:49:11 time: 0.1387 data_time: 0.0020 memory: 4390 loss: 3.1826 2022/12/07 14:40:34 - mmengine - INFO - Epoch(train) [139][ 900/5005] lr: 2.1779e-02 eta: 11:48:58 time: 0.1392 data_time: 0.0020 memory: 4390 loss: 3.1385 2022/12/07 14:40:48 - mmengine - INFO - Epoch(train) [139][1000/5005] lr: 2.1766e-02 eta: 11:48:44 time: 0.1399 data_time: 0.0021 memory: 4390 loss: 2.9142 2022/12/07 14:41:02 - mmengine - INFO - Epoch(train) [139][1100/5005] lr: 2.1753e-02 eta: 11:48:30 time: 0.1457 data_time: 0.0025 memory: 4390 loss: 2.6131 2022/12/07 14:41:16 - mmengine - INFO - Epoch(train) [139][1200/5005] lr: 2.1740e-02 eta: 11:48:17 time: 0.1395 data_time: 0.0028 memory: 4390 loss: 2.9401 2022/12/07 14:41:30 - mmengine - INFO - Epoch(train) [139][1300/5005] lr: 2.1727e-02 eta: 11:48:03 time: 0.1407 data_time: 0.0029 memory: 4390 loss: 3.1184 2022/12/07 14:41:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:41:45 - mmengine - INFO - Epoch(train) [139][1400/5005] lr: 2.1715e-02 eta: 11:47:50 time: 0.1468 data_time: 0.0027 memory: 4390 loss: 3.0302 2022/12/07 14:41:59 - mmengine - INFO - Epoch(train) [139][1500/5005] lr: 2.1702e-02 eta: 11:47:36 time: 0.1460 data_time: 0.0029 memory: 4390 loss: 2.7429 2022/12/07 14:42:13 - mmengine - INFO - Epoch(train) [139][1600/5005] lr: 2.1689e-02 eta: 11:47:22 time: 0.1412 data_time: 0.0029 memory: 4390 loss: 3.2124 2022/12/07 14:42:28 - mmengine - INFO - Epoch(train) [139][1700/5005] lr: 2.1676e-02 eta: 11:47:09 time: 0.1418 data_time: 0.0027 memory: 4390 loss: 3.0468 2022/12/07 14:42:42 - mmengine - INFO - Epoch(train) [139][1800/5005] lr: 2.1663e-02 eta: 11:46:55 time: 0.1393 data_time: 0.0029 memory: 4390 loss: 3.1051 2022/12/07 14:42:56 - mmengine - INFO - Epoch(train) [139][1900/5005] lr: 2.1650e-02 eta: 11:46:42 time: 0.1402 data_time: 0.0028 memory: 4390 loss: 3.0349 2022/12/07 14:43:10 - mmengine - INFO - Epoch(train) [139][2000/5005] lr: 2.1637e-02 eta: 11:46:28 time: 0.1395 data_time: 0.0031 memory: 4390 loss: 3.0316 2022/12/07 14:43:25 - mmengine - INFO - Epoch(train) [139][2100/5005] lr: 2.1624e-02 eta: 11:46:14 time: 0.1428 data_time: 0.0027 memory: 4390 loss: 3.3181 2022/12/07 14:43:39 - mmengine - INFO - Epoch(train) [139][2200/5005] lr: 2.1611e-02 eta: 11:46:01 time: 0.1387 data_time: 0.0028 memory: 4390 loss: 2.8879 2022/12/07 14:43:53 - mmengine - INFO - Epoch(train) [139][2300/5005] lr: 2.1598e-02 eta: 11:45:47 time: 0.1382 data_time: 0.0028 memory: 4390 loss: 3.1554 2022/12/07 14:43:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:44:07 - mmengine - INFO - Epoch(train) [139][2400/5005] lr: 2.1585e-02 eta: 11:45:33 time: 0.1395 data_time: 0.0024 memory: 4390 loss: 2.6801 2022/12/07 14:44:21 - mmengine - INFO - Epoch(train) [139][2500/5005] lr: 2.1572e-02 eta: 11:45:20 time: 0.1385 data_time: 0.0027 memory: 4390 loss: 2.2623 2022/12/07 14:44:36 - mmengine - INFO - Epoch(train) [139][2600/5005] lr: 2.1559e-02 eta: 11:45:06 time: 0.1401 data_time: 0.0027 memory: 4390 loss: 2.7868 2022/12/07 14:44:50 - mmengine - INFO - Epoch(train) [139][2700/5005] lr: 2.1547e-02 eta: 11:44:53 time: 0.1397 data_time: 0.0026 memory: 4390 loss: 3.4776 2022/12/07 14:45:04 - mmengine - INFO - Epoch(train) [139][2800/5005] lr: 2.1534e-02 eta: 11:44:39 time: 0.1388 data_time: 0.0026 memory: 4390 loss: 2.3287 2022/12/07 14:45:18 - mmengine - INFO - Epoch(train) [139][2900/5005] lr: 2.1521e-02 eta: 11:44:25 time: 0.1392 data_time: 0.0026 memory: 4390 loss: 2.6689 2022/12/07 14:45:32 - mmengine - INFO - Epoch(train) [139][3000/5005] lr: 2.1508e-02 eta: 11:44:12 time: 0.1389 data_time: 0.0026 memory: 4390 loss: 3.2124 2022/12/07 14:45:46 - mmengine - INFO - Epoch(train) [139][3100/5005] lr: 2.1495e-02 eta: 11:43:58 time: 0.1397 data_time: 0.0026 memory: 4390 loss: 2.9338 2022/12/07 14:46:00 - mmengine - INFO - Epoch(train) [139][3200/5005] lr: 2.1482e-02 eta: 11:43:44 time: 0.1394 data_time: 0.0027 memory: 4390 loss: 2.7968 2022/12/07 14:46:14 - mmengine - INFO - Epoch(train) [139][3300/5005] lr: 2.1469e-02 eta: 11:43:31 time: 0.1382 data_time: 0.0027 memory: 4390 loss: 3.2670 2022/12/07 14:46:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:46:28 - mmengine - INFO - Epoch(train) [139][3400/5005] lr: 2.1456e-02 eta: 11:43:17 time: 0.1385 data_time: 0.0027 memory: 4390 loss: 2.9681 2022/12/07 14:46:42 - mmengine - INFO - Epoch(train) [139][3500/5005] lr: 2.1443e-02 eta: 11:43:03 time: 0.1383 data_time: 0.0026 memory: 4390 loss: 3.1239 2022/12/07 14:46:56 - mmengine - INFO - Epoch(train) [139][3600/5005] lr: 2.1431e-02 eta: 11:42:49 time: 0.1394 data_time: 0.0028 memory: 4390 loss: 2.7761 2022/12/07 14:47:10 - mmengine - INFO - Epoch(train) [139][3700/5005] lr: 2.1418e-02 eta: 11:42:36 time: 0.1389 data_time: 0.0029 memory: 4390 loss: 3.5845 2022/12/07 14:47:24 - mmengine - INFO - Epoch(train) [139][3800/5005] lr: 2.1405e-02 eta: 11:42:22 time: 0.1388 data_time: 0.0027 memory: 4390 loss: 2.5436 2022/12/07 14:47:38 - mmengine - INFO - Epoch(train) [139][3900/5005] lr: 2.1392e-02 eta: 11:42:08 time: 0.1386 data_time: 0.0028 memory: 4390 loss: 2.9505 2022/12/07 14:47:52 - mmengine - INFO - Epoch(train) [139][4000/5005] lr: 2.1379e-02 eta: 11:41:55 time: 0.1386 data_time: 0.0027 memory: 4390 loss: 2.8859 2022/12/07 14:48:06 - mmengine - INFO - Epoch(train) [139][4100/5005] lr: 2.1366e-02 eta: 11:41:41 time: 0.1394 data_time: 0.0027 memory: 4390 loss: 2.4797 2022/12/07 14:48:21 - mmengine - INFO - Epoch(train) [139][4200/5005] lr: 2.1353e-02 eta: 11:41:27 time: 0.1386 data_time: 0.0024 memory: 4390 loss: 3.0082 2022/12/07 14:48:35 - mmengine - INFO - Epoch(train) [139][4300/5005] lr: 2.1340e-02 eta: 11:41:14 time: 0.1395 data_time: 0.0032 memory: 4390 loss: 3.1414 2022/12/07 14:48:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:48:49 - mmengine - INFO - Epoch(train) [139][4400/5005] lr: 2.1328e-02 eta: 11:41:00 time: 0.1395 data_time: 0.0031 memory: 4390 loss: 3.4856 2022/12/07 14:49:03 - mmengine - INFO - Epoch(train) [139][4500/5005] lr: 2.1315e-02 eta: 11:40:47 time: 0.1395 data_time: 0.0023 memory: 4390 loss: 3.2071 2022/12/07 14:49:18 - mmengine - INFO - Epoch(train) [139][4600/5005] lr: 2.1302e-02 eta: 11:40:33 time: 0.1395 data_time: 0.0024 memory: 4390 loss: 2.8760 2022/12/07 14:49:32 - mmengine - INFO - Epoch(train) [139][4700/5005] lr: 2.1289e-02 eta: 11:40:19 time: 0.1399 data_time: 0.0024 memory: 4390 loss: 3.4100 2022/12/07 14:49:46 - mmengine - INFO - Epoch(train) [139][4800/5005] lr: 2.1276e-02 eta: 11:40:06 time: 0.1405 data_time: 0.0027 memory: 4390 loss: 2.7867 2022/12/07 14:50:00 - mmengine - INFO - Epoch(train) [139][4900/5005] lr: 2.1263e-02 eta: 11:39:52 time: 0.1418 data_time: 0.0027 memory: 4390 loss: 3.5163 2022/12/07 14:50:14 - mmengine - INFO - Epoch(train) [139][5000/5005] lr: 2.1251e-02 eta: 11:39:39 time: 0.1415 data_time: 0.0033 memory: 4390 loss: 2.8660 2022/12/07 14:50:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:50:15 - mmengine - INFO - Saving checkpoint at 139 epochs 2022/12/07 14:50:26 - mmengine - INFO - Epoch(val) [139][100/196] eta: 0:00:07 time: 0.0820 data_time: 0.0511 memory: 4391 2022/12/07 14:50:44 - mmengine - INFO - Epoch(val) [139][196/196] accuracy/top1: 73.1860 accuracy/top5: 91.7960 2022/12/07 14:50:59 - mmengine - INFO - Epoch(train) [140][ 100/5005] lr: 2.1237e-02 eta: 11:39:25 time: 0.1404 data_time: 0.0025 memory: 4391 loss: 3.4438 2022/12/07 14:51:13 - mmengine - INFO - Epoch(train) [140][ 200/5005] lr: 2.1224e-02 eta: 11:39:11 time: 0.1403 data_time: 0.0022 memory: 4390 loss: 3.2476 2022/12/07 14:51:28 - mmengine - INFO - Epoch(train) [140][ 300/5005] lr: 2.1211e-02 eta: 11:38:57 time: 0.1388 data_time: 0.0019 memory: 4390 loss: 2.3548 2022/12/07 14:51:28 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:51:42 - mmengine - INFO - Epoch(train) [140][ 400/5005] lr: 2.1199e-02 eta: 11:38:44 time: 0.1406 data_time: 0.0020 memory: 4390 loss: 3.0870 2022/12/07 14:51:56 - mmengine - INFO - Epoch(train) [140][ 500/5005] lr: 2.1186e-02 eta: 11:38:30 time: 0.1434 data_time: 0.0019 memory: 4390 loss: 4.1764 2022/12/07 14:52:10 - mmengine - INFO - Epoch(train) [140][ 600/5005] lr: 2.1173e-02 eta: 11:38:17 time: 0.1398 data_time: 0.0023 memory: 4390 loss: 2.6049 2022/12/07 14:52:24 - mmengine - INFO - Epoch(train) [140][ 700/5005] lr: 2.1160e-02 eta: 11:38:03 time: 0.1405 data_time: 0.0019 memory: 4390 loss: 2.6653 2022/12/07 14:52:38 - mmengine - INFO - Epoch(train) [140][ 800/5005] lr: 2.1147e-02 eta: 11:37:49 time: 0.1392 data_time: 0.0020 memory: 4390 loss: 3.0377 2022/12/07 14:52:53 - mmengine - INFO - Epoch(train) [140][ 900/5005] lr: 2.1134e-02 eta: 11:37:36 time: 0.1419 data_time: 0.0021 memory: 4390 loss: 2.4298 2022/12/07 14:53:07 - mmengine - INFO - Epoch(train) [140][1000/5005] lr: 2.1122e-02 eta: 11:37:22 time: 0.1443 data_time: 0.0020 memory: 4390 loss: 2.7126 2022/12/07 14:53:21 - mmengine - INFO - Epoch(train) [140][1100/5005] lr: 2.1109e-02 eta: 11:37:09 time: 0.1398 data_time: 0.0020 memory: 4390 loss: 2.6916 2022/12/07 14:53:35 - mmengine - INFO - Epoch(train) [140][1200/5005] lr: 2.1096e-02 eta: 11:36:55 time: 0.1398 data_time: 0.0020 memory: 4390 loss: 3.4796 2022/12/07 14:53:49 - mmengine - INFO - Epoch(train) [140][1300/5005] lr: 2.1083e-02 eta: 11:36:41 time: 0.1397 data_time: 0.0019 memory: 4390 loss: 2.9794 2022/12/07 14:53:50 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:54:04 - mmengine - INFO - Epoch(train) [140][1400/5005] lr: 2.1070e-02 eta: 11:36:28 time: 0.1398 data_time: 0.0029 memory: 4390 loss: 2.9876 2022/12/07 14:54:18 - mmengine - INFO - Epoch(train) [140][1500/5005] lr: 2.1058e-02 eta: 11:36:14 time: 0.1401 data_time: 0.0028 memory: 4390 loss: 3.1515 2022/12/07 14:54:32 - mmengine - INFO - Epoch(train) [140][1600/5005] lr: 2.1045e-02 eta: 11:36:00 time: 0.1409 data_time: 0.0024 memory: 4390 loss: 2.9359 2022/12/07 14:54:46 - mmengine - INFO - Epoch(train) [140][1700/5005] lr: 2.1032e-02 eta: 11:35:47 time: 0.1386 data_time: 0.0022 memory: 4390 loss: 3.0348 2022/12/07 14:55:00 - mmengine - INFO - Epoch(train) [140][1800/5005] lr: 2.1019e-02 eta: 11:35:33 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 2.6218 2022/12/07 14:55:14 - mmengine - INFO - Epoch(train) [140][1900/5005] lr: 2.1006e-02 eta: 11:35:19 time: 0.1396 data_time: 0.0020 memory: 4390 loss: 3.2815 2022/12/07 14:55:28 - mmengine - INFO - Epoch(train) [140][2000/5005] lr: 2.0994e-02 eta: 11:35:06 time: 0.1418 data_time: 0.0021 memory: 4390 loss: 2.8964 2022/12/07 14:55:43 - mmengine - INFO - Epoch(train) [140][2100/5005] lr: 2.0981e-02 eta: 11:34:52 time: 0.1394 data_time: 0.0020 memory: 4390 loss: 2.4929 2022/12/07 14:55:57 - mmengine - INFO - Epoch(train) [140][2200/5005] lr: 2.0968e-02 eta: 11:34:39 time: 0.1411 data_time: 0.0021 memory: 4390 loss: 2.5494 2022/12/07 14:56:11 - mmengine - INFO - Epoch(train) [140][2300/5005] lr: 2.0955e-02 eta: 11:34:25 time: 0.1404 data_time: 0.0020 memory: 4390 loss: 2.7170 2022/12/07 14:56:12 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:56:25 - mmengine - INFO - Epoch(train) [140][2400/5005] lr: 2.0943e-02 eta: 11:34:11 time: 0.1394 data_time: 0.0022 memory: 4390 loss: 2.7971 2022/12/07 14:56:40 - mmengine - INFO - Epoch(train) [140][2500/5005] lr: 2.0930e-02 eta: 11:33:58 time: 0.1408 data_time: 0.0021 memory: 4390 loss: 3.0297 2022/12/07 14:56:54 - mmengine - INFO - Epoch(train) [140][2600/5005] lr: 2.0917e-02 eta: 11:33:44 time: 0.1388 data_time: 0.0021 memory: 4390 loss: 2.6055 2022/12/07 14:57:08 - mmengine - INFO - Epoch(train) [140][2700/5005] lr: 2.0904e-02 eta: 11:33:31 time: 0.1397 data_time: 0.0021 memory: 4390 loss: 2.6687 2022/12/07 14:57:22 - mmengine - INFO - Epoch(train) [140][2800/5005] lr: 2.0891e-02 eta: 11:33:17 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 2.8975 2022/12/07 14:57:36 - mmengine - INFO - Epoch(train) [140][2900/5005] lr: 2.0879e-02 eta: 11:33:03 time: 0.1410 data_time: 0.0022 memory: 4390 loss: 3.1773 2022/12/07 14:57:51 - mmengine - INFO - Epoch(train) [140][3000/5005] lr: 2.0866e-02 eta: 11:32:50 time: 0.1466 data_time: 0.0021 memory: 4390 loss: 2.6738 2022/12/07 14:58:05 - mmengine - INFO - Epoch(train) [140][3100/5005] lr: 2.0853e-02 eta: 11:32:36 time: 0.1409 data_time: 0.0021 memory: 4390 loss: 3.0355 2022/12/07 14:58:19 - mmengine - INFO - Epoch(train) [140][3200/5005] lr: 2.0840e-02 eta: 11:32:23 time: 0.1387 data_time: 0.0020 memory: 4390 loss: 3.5033 2022/12/07 14:58:33 - mmengine - INFO - Epoch(train) [140][3300/5005] lr: 2.0828e-02 eta: 11:32:09 time: 0.1416 data_time: 0.0021 memory: 4390 loss: 3.1521 2022/12/07 14:58:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 14:58:48 - mmengine - INFO - Epoch(train) [140][3400/5005] lr: 2.0815e-02 eta: 11:31:55 time: 0.1394 data_time: 0.0020 memory: 4390 loss: 2.8638 2022/12/07 14:59:02 - mmengine - INFO - Epoch(train) [140][3500/5005] lr: 2.0802e-02 eta: 11:31:42 time: 0.1396 data_time: 0.0025 memory: 4390 loss: 2.7124 2022/12/07 14:59:16 - mmengine - INFO - Epoch(train) [140][3600/5005] lr: 2.0790e-02 eta: 11:31:28 time: 0.1411 data_time: 0.0022 memory: 4390 loss: 3.1255 2022/12/07 14:59:30 - mmengine - INFO - Epoch(train) [140][3700/5005] lr: 2.0777e-02 eta: 11:31:15 time: 0.1415 data_time: 0.0021 memory: 4390 loss: 2.7696 2022/12/07 14:59:44 - mmengine - INFO - Epoch(train) [140][3800/5005] lr: 2.0764e-02 eta: 11:31:01 time: 0.1392 data_time: 0.0020 memory: 4390 loss: 2.9756 2022/12/07 14:59:58 - mmengine - INFO - Epoch(train) [140][3900/5005] lr: 2.0751e-02 eta: 11:30:47 time: 0.1401 data_time: 0.0021 memory: 4390 loss: 2.6500 2022/12/07 15:00:12 - mmengine - INFO - Epoch(train) [140][4000/5005] lr: 2.0739e-02 eta: 11:30:34 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 3.1227 2022/12/07 15:00:27 - mmengine - INFO - Epoch(train) [140][4100/5005] lr: 2.0726e-02 eta: 11:30:20 time: 0.1403 data_time: 0.0025 memory: 4390 loss: 3.0588 2022/12/07 15:00:41 - mmengine - INFO - Epoch(train) [140][4200/5005] lr: 2.0713e-02 eta: 11:30:06 time: 0.1403 data_time: 0.0023 memory: 4390 loss: 3.4602 2022/12/07 15:00:55 - mmengine - INFO - Epoch(train) [140][4300/5005] lr: 2.0700e-02 eta: 11:29:53 time: 0.1407 data_time: 0.0021 memory: 4390 loss: 3.1160 2022/12/07 15:00:56 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:01:09 - mmengine - INFO - Epoch(train) [140][4400/5005] lr: 2.0688e-02 eta: 11:29:39 time: 0.1399 data_time: 0.0022 memory: 4390 loss: 3.1585 2022/12/07 15:01:23 - mmengine - INFO - Epoch(train) [140][4500/5005] lr: 2.0675e-02 eta: 11:29:26 time: 0.1451 data_time: 0.0019 memory: 4390 loss: 3.6024 2022/12/07 15:01:38 - mmengine - INFO - Epoch(train) [140][4600/5005] lr: 2.0662e-02 eta: 11:29:12 time: 0.1395 data_time: 0.0022 memory: 4390 loss: 3.3672 2022/12/07 15:01:52 - mmengine - INFO - Epoch(train) [140][4700/5005] lr: 2.0650e-02 eta: 11:28:58 time: 0.1395 data_time: 0.0019 memory: 4390 loss: 2.9274 2022/12/07 15:02:06 - mmengine - INFO - Epoch(train) [140][4800/5005] lr: 2.0637e-02 eta: 11:28:45 time: 0.1399 data_time: 0.0020 memory: 4390 loss: 2.7491 2022/12/07 15:02:20 - mmengine - INFO - Epoch(train) [140][4900/5005] lr: 2.0624e-02 eta: 11:28:31 time: 0.1464 data_time: 0.0020 memory: 4390 loss: 2.8068 2022/12/07 15:02:34 - mmengine - INFO - Epoch(train) [140][5000/5005] lr: 2.0611e-02 eta: 11:28:17 time: 0.1418 data_time: 0.0031 memory: 4390 loss: 3.2184 2022/12/07 15:02:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:02:35 - mmengine - INFO - Saving checkpoint at 140 epochs 2022/12/07 15:02:45 - mmengine - INFO - Epoch(val) [140][100/196] eta: 0:00:07 time: 0.0739 data_time: 0.0437 memory: 4390 2022/12/07 15:03:05 - mmengine - INFO - Epoch(val) [140][196/196] accuracy/top1: 73.0580 accuracy/top5: 91.6580 2022/12/07 15:03:20 - mmengine - INFO - Epoch(train) [141][ 100/5005] lr: 2.0598e-02 eta: 11:28:03 time: 0.1400 data_time: 0.0022 memory: 4391 loss: 2.8766 2022/12/07 15:03:34 - mmengine - INFO - Epoch(train) [141][ 200/5005] lr: 2.0585e-02 eta: 11:27:50 time: 0.1396 data_time: 0.0021 memory: 4390 loss: 3.2245 2022/12/07 15:03:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:03:48 - mmengine - INFO - Epoch(train) [141][ 300/5005] lr: 2.0573e-02 eta: 11:27:36 time: 0.1420 data_time: 0.0022 memory: 4390 loss: 2.9949 2022/12/07 15:04:02 - mmengine - INFO - Epoch(train) [141][ 400/5005] lr: 2.0560e-02 eta: 11:27:23 time: 0.1416 data_time: 0.0024 memory: 4390 loss: 2.7690 2022/12/07 15:04:17 - mmengine - INFO - Epoch(train) [141][ 500/5005] lr: 2.0547e-02 eta: 11:27:09 time: 0.1398 data_time: 0.0023 memory: 4390 loss: 2.7921 2022/12/07 15:04:31 - mmengine - INFO - Epoch(train) [141][ 600/5005] lr: 2.0535e-02 eta: 11:26:55 time: 0.1401 data_time: 0.0023 memory: 4390 loss: 2.8859 2022/12/07 15:04:45 - mmengine - INFO - Epoch(train) [141][ 700/5005] lr: 2.0522e-02 eta: 11:26:42 time: 0.1396 data_time: 0.0023 memory: 4390 loss: 3.0004 2022/12/07 15:04:59 - mmengine - INFO - Epoch(train) [141][ 800/5005] lr: 2.0509e-02 eta: 11:26:28 time: 0.1397 data_time: 0.0023 memory: 4390 loss: 2.8965 2022/12/07 15:05:13 - mmengine - INFO - Epoch(train) [141][ 900/5005] lr: 2.0497e-02 eta: 11:26:14 time: 0.1385 data_time: 0.0023 memory: 4390 loss: 2.8934 2022/12/07 15:05:27 - mmengine - INFO - Epoch(train) [141][1000/5005] lr: 2.0484e-02 eta: 11:26:01 time: 0.1386 data_time: 0.0022 memory: 4390 loss: 2.9342 2022/12/07 15:05:41 - mmengine - INFO - Epoch(train) [141][1100/5005] lr: 2.0471e-02 eta: 11:25:47 time: 0.1412 data_time: 0.0020 memory: 4390 loss: 3.2788 2022/12/07 15:05:56 - mmengine - INFO - Epoch(train) [141][1200/5005] lr: 2.0459e-02 eta: 11:25:33 time: 0.1407 data_time: 0.0021 memory: 4390 loss: 3.2236 2022/12/07 15:06:10 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:06:10 - mmengine - INFO - Epoch(train) [141][1300/5005] lr: 2.0446e-02 eta: 11:25:20 time: 0.1415 data_time: 0.0020 memory: 4390 loss: 2.6409 2022/12/07 15:06:24 - mmengine - INFO - Epoch(train) [141][1400/5005] lr: 2.0433e-02 eta: 11:25:06 time: 0.1399 data_time: 0.0023 memory: 4390 loss: 2.9491 2022/12/07 15:06:38 - mmengine - INFO - Epoch(train) [141][1500/5005] lr: 2.0421e-02 eta: 11:24:53 time: 0.1385 data_time: 0.0020 memory: 4390 loss: 2.8873 2022/12/07 15:06:52 - mmengine - INFO - Epoch(train) [141][1600/5005] lr: 2.0408e-02 eta: 11:24:39 time: 0.1395 data_time: 0.0019 memory: 4390 loss: 3.0935 2022/12/07 15:07:06 - mmengine - INFO - Epoch(train) [141][1700/5005] lr: 2.0395e-02 eta: 11:24:25 time: 0.1404 data_time: 0.0020 memory: 4390 loss: 2.9764 2022/12/07 15:07:20 - mmengine - INFO - Epoch(train) [141][1800/5005] lr: 2.0383e-02 eta: 11:24:12 time: 0.1409 data_time: 0.0020 memory: 4390 loss: 2.7224 2022/12/07 15:07:35 - mmengine - INFO - Epoch(train) [141][1900/5005] lr: 2.0370e-02 eta: 11:23:58 time: 0.1401 data_time: 0.0020 memory: 4390 loss: 3.4241 2022/12/07 15:07:49 - mmengine - INFO - Epoch(train) [141][2000/5005] lr: 2.0358e-02 eta: 11:23:44 time: 0.1432 data_time: 0.0022 memory: 4390 loss: 2.8535 2022/12/07 15:08:03 - mmengine - INFO - Epoch(train) [141][2100/5005] lr: 2.0345e-02 eta: 11:23:31 time: 0.1387 data_time: 0.0020 memory: 4390 loss: 2.9112 2022/12/07 15:08:17 - mmengine - INFO - Epoch(train) [141][2200/5005] lr: 2.0332e-02 eta: 11:23:17 time: 0.1398 data_time: 0.0020 memory: 4390 loss: 3.3994 2022/12/07 15:08:31 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:08:31 - mmengine - INFO - Epoch(train) [141][2300/5005] lr: 2.0320e-02 eta: 11:23:04 time: 0.1473 data_time: 0.0020 memory: 4390 loss: 2.8328 2022/12/07 15:08:46 - mmengine - INFO - Epoch(train) [141][2400/5005] lr: 2.0307e-02 eta: 11:22:50 time: 0.1401 data_time: 0.0020 memory: 4390 loss: 3.0044 2022/12/07 15:09:00 - mmengine - INFO - Epoch(train) [141][2500/5005] lr: 2.0294e-02 eta: 11:22:36 time: 0.1393 data_time: 0.0021 memory: 4390 loss: 2.9581 2022/12/07 15:09:14 - mmengine - INFO - Epoch(train) [141][2600/5005] lr: 2.0282e-02 eta: 11:22:23 time: 0.1387 data_time: 0.0020 memory: 4390 loss: 3.1992 2022/12/07 15:09:28 - mmengine - INFO - Epoch(train) [141][2700/5005] lr: 2.0269e-02 eta: 11:22:09 time: 0.1395 data_time: 0.0020 memory: 4390 loss: 3.4450 2022/12/07 15:09:42 - mmengine - INFO - Epoch(train) [141][2800/5005] lr: 2.0257e-02 eta: 11:21:55 time: 0.1418 data_time: 0.0021 memory: 4390 loss: 2.2984 2022/12/07 15:09:56 - mmengine - INFO - Epoch(train) [141][2900/5005] lr: 2.0244e-02 eta: 11:21:42 time: 0.1404 data_time: 0.0021 memory: 4390 loss: 3.0544 2022/12/07 15:10:10 - mmengine - INFO - Epoch(train) [141][3000/5005] lr: 2.0231e-02 eta: 11:21:28 time: 0.1406 data_time: 0.0021 memory: 4390 loss: 3.0066 2022/12/07 15:10:25 - mmengine - INFO - Epoch(train) [141][3100/5005] lr: 2.0219e-02 eta: 11:21:15 time: 0.1385 data_time: 0.0021 memory: 4390 loss: 2.7031 2022/12/07 15:10:39 - mmengine - INFO - Epoch(train) [141][3200/5005] lr: 2.0206e-02 eta: 11:21:01 time: 0.1399 data_time: 0.0020 memory: 4390 loss: 3.0526 2022/12/07 15:10:53 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:10:53 - mmengine - INFO - Epoch(train) [141][3300/5005] lr: 2.0194e-02 eta: 11:20:47 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 3.0172 2022/12/07 15:11:07 - mmengine - INFO - Epoch(train) [141][3400/5005] lr: 2.0181e-02 eta: 11:20:34 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 3.4131 2022/12/07 15:11:21 - mmengine - INFO - Epoch(train) [141][3500/5005] lr: 2.0168e-02 eta: 11:20:20 time: 0.1393 data_time: 0.0021 memory: 4390 loss: 3.4332 2022/12/07 15:11:35 - mmengine - INFO - Epoch(train) [141][3600/5005] lr: 2.0156e-02 eta: 11:20:06 time: 0.1408 data_time: 0.0020 memory: 4390 loss: 3.3050 2022/12/07 15:11:49 - mmengine - INFO - Epoch(train) [141][3700/5005] lr: 2.0143e-02 eta: 11:19:53 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 2.8576 2022/12/07 15:12:04 - mmengine - INFO - Epoch(train) [141][3800/5005] lr: 2.0131e-02 eta: 11:19:39 time: 0.1389 data_time: 0.0020 memory: 4390 loss: 3.0610 2022/12/07 15:12:18 - mmengine - INFO - Epoch(train) [141][3900/5005] lr: 2.0118e-02 eta: 11:19:25 time: 0.1405 data_time: 0.0019 memory: 4390 loss: 3.0186 2022/12/07 15:12:32 - mmengine - INFO - Epoch(train) [141][4000/5005] lr: 2.0105e-02 eta: 11:19:12 time: 0.1405 data_time: 0.0020 memory: 4390 loss: 3.5002 2022/12/07 15:12:46 - mmengine - INFO - Epoch(train) [141][4100/5005] lr: 2.0093e-02 eta: 11:18:58 time: 0.1395 data_time: 0.0020 memory: 4390 loss: 2.6333 2022/12/07 15:13:00 - mmengine - INFO - Epoch(train) [141][4200/5005] lr: 2.0080e-02 eta: 11:18:44 time: 0.1409 data_time: 0.0029 memory: 4390 loss: 2.6516 2022/12/07 15:13:14 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:13:14 - mmengine - INFO - Epoch(train) [141][4300/5005] lr: 2.0068e-02 eta: 11:18:31 time: 0.1402 data_time: 0.0020 memory: 4390 loss: 3.2226 2022/12/07 15:13:29 - mmengine - INFO - Epoch(train) [141][4400/5005] lr: 2.0055e-02 eta: 11:18:17 time: 0.1391 data_time: 0.0026 memory: 4390 loss: 2.9756 2022/12/07 15:13:43 - mmengine - INFO - Epoch(train) [141][4500/5005] lr: 2.0043e-02 eta: 11:18:04 time: 0.1389 data_time: 0.0026 memory: 4390 loss: 3.3457 2022/12/07 15:13:57 - mmengine - INFO - Epoch(train) [141][4600/5005] lr: 2.0030e-02 eta: 11:17:50 time: 0.1396 data_time: 0.0025 memory: 4390 loss: 2.9632 2022/12/07 15:14:11 - mmengine - INFO - Epoch(train) [141][4700/5005] lr: 2.0017e-02 eta: 11:17:36 time: 0.1387 data_time: 0.0024 memory: 4390 loss: 2.6902 2022/12/07 15:14:25 - mmengine - INFO - Epoch(train) [141][4800/5005] lr: 2.0005e-02 eta: 11:17:23 time: 0.1400 data_time: 0.0020 memory: 4390 loss: 3.1312 2022/12/07 15:14:39 - mmengine - INFO - Epoch(train) [141][4900/5005] lr: 1.9992e-02 eta: 11:17:09 time: 0.1407 data_time: 0.0026 memory: 4390 loss: 3.0809 2022/12/07 15:14:53 - mmengine - INFO - Epoch(train) [141][5000/5005] lr: 1.9980e-02 eta: 11:16:55 time: 0.1405 data_time: 0.0033 memory: 4390 loss: 2.9571 2022/12/07 15:14:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:14:54 - mmengine - INFO - Saving checkpoint at 141 epochs 2022/12/07 15:15:04 - mmengine - INFO - Epoch(val) [141][100/196] eta: 0:00:07 time: 0.0742 data_time: 0.0433 memory: 4390 2022/12/07 15:15:23 - mmengine - INFO - Epoch(val) [141][196/196] accuracy/top1: 73.1620 accuracy/top5: 91.8040 2022/12/07 15:15:38 - mmengine - INFO - Epoch(train) [142][ 100/5005] lr: 1.9967e-02 eta: 11:16:41 time: 0.1407 data_time: 0.0021 memory: 4391 loss: 2.6057 2022/12/07 15:15:52 - mmengine - INFO - Epoch(train) [142][ 200/5005] lr: 1.9954e-02 eta: 11:16:28 time: 0.1396 data_time: 0.0020 memory: 4390 loss: 3.2615 2022/12/07 15:16:05 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:16:06 - mmengine - INFO - Epoch(train) [142][ 300/5005] lr: 1.9941e-02 eta: 11:16:14 time: 0.1396 data_time: 0.0021 memory: 4390 loss: 2.8588 2022/12/07 15:16:20 - mmengine - INFO - Epoch(train) [142][ 400/5005] lr: 1.9929e-02 eta: 11:16:00 time: 0.1402 data_time: 0.0020 memory: 4390 loss: 3.1168 2022/12/07 15:16:34 - mmengine - INFO - Epoch(train) [142][ 500/5005] lr: 1.9916e-02 eta: 11:15:47 time: 0.1399 data_time: 0.0020 memory: 4390 loss: 2.6627 2022/12/07 15:16:49 - mmengine - INFO - Epoch(train) [142][ 600/5005] lr: 1.9904e-02 eta: 11:15:33 time: 0.1401 data_time: 0.0025 memory: 4390 loss: 2.8898 2022/12/07 15:17:03 - mmengine - INFO - Epoch(train) [142][ 700/5005] lr: 1.9891e-02 eta: 11:15:19 time: 0.1445 data_time: 0.0028 memory: 4390 loss: 2.9201 2022/12/07 15:17:17 - mmengine - INFO - Epoch(train) [142][ 800/5005] lr: 1.9879e-02 eta: 11:15:06 time: 0.1420 data_time: 0.0029 memory: 4390 loss: 3.0141 2022/12/07 15:17:31 - mmengine - INFO - Epoch(train) [142][ 900/5005] lr: 1.9866e-02 eta: 11:14:52 time: 0.1405 data_time: 0.0026 memory: 4390 loss: 2.6986 2022/12/07 15:17:45 - mmengine - INFO - Epoch(train) [142][1000/5005] lr: 1.9854e-02 eta: 11:14:39 time: 0.1386 data_time: 0.0027 memory: 4390 loss: 3.2123 2022/12/07 15:18:00 - mmengine - INFO - Epoch(train) [142][1100/5005] lr: 1.9841e-02 eta: 11:14:25 time: 0.1394 data_time: 0.0029 memory: 4390 loss: 3.0195 2022/12/07 15:18:14 - mmengine - INFO - Epoch(train) [142][1200/5005] lr: 1.9829e-02 eta: 11:14:11 time: 0.1385 data_time: 0.0027 memory: 4390 loss: 2.9183 2022/12/07 15:18:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:18:28 - mmengine - INFO - Epoch(train) [142][1300/5005] lr: 1.9816e-02 eta: 11:13:58 time: 0.1392 data_time: 0.0027 memory: 4390 loss: 2.4910 2022/12/07 15:18:42 - mmengine - INFO - Epoch(train) [142][1400/5005] lr: 1.9804e-02 eta: 11:13:44 time: 0.1384 data_time: 0.0026 memory: 4390 loss: 2.9575 2022/12/07 15:18:56 - mmengine - INFO - Epoch(train) [142][1500/5005] lr: 1.9791e-02 eta: 11:13:30 time: 0.1411 data_time: 0.0028 memory: 4390 loss: 2.8559 2022/12/07 15:19:10 - mmengine - INFO - Epoch(train) [142][1600/5005] lr: 1.9779e-02 eta: 11:13:17 time: 0.1387 data_time: 0.0028 memory: 4390 loss: 2.7187 2022/12/07 15:19:24 - mmengine - INFO - Epoch(train) [142][1700/5005] lr: 1.9766e-02 eta: 11:13:03 time: 0.1405 data_time: 0.0029 memory: 4390 loss: 3.4739 2022/12/07 15:19:39 - mmengine - INFO - Epoch(train) [142][1800/5005] lr: 1.9754e-02 eta: 11:12:49 time: 0.1406 data_time: 0.0028 memory: 4390 loss: 3.0192 2022/12/07 15:19:53 - mmengine - INFO - Epoch(train) [142][1900/5005] lr: 1.9741e-02 eta: 11:12:36 time: 0.1413 data_time: 0.0027 memory: 4390 loss: 3.2048 2022/12/07 15:20:07 - mmengine - INFO - Epoch(train) [142][2000/5005] lr: 1.9729e-02 eta: 11:12:22 time: 0.1398 data_time: 0.0028 memory: 4390 loss: 2.7699 2022/12/07 15:20:21 - mmengine - INFO - Epoch(train) [142][2100/5005] lr: 1.9716e-02 eta: 11:12:08 time: 0.1392 data_time: 0.0025 memory: 4390 loss: 3.0470 2022/12/07 15:20:35 - mmengine - INFO - Epoch(train) [142][2200/5005] lr: 1.9704e-02 eta: 11:11:55 time: 0.1383 data_time: 0.0025 memory: 4390 loss: 3.2023 2022/12/07 15:20:49 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:20:49 - mmengine - INFO - Epoch(train) [142][2300/5005] lr: 1.9691e-02 eta: 11:11:41 time: 0.1384 data_time: 0.0026 memory: 4390 loss: 2.7603 2022/12/07 15:21:04 - mmengine - INFO - Epoch(train) [142][2400/5005] lr: 1.9679e-02 eta: 11:11:27 time: 0.1406 data_time: 0.0028 memory: 4390 loss: 3.0465 2022/12/07 15:21:18 - mmengine - INFO - Epoch(train) [142][2500/5005] lr: 1.9666e-02 eta: 11:11:14 time: 0.1404 data_time: 0.0022 memory: 4390 loss: 2.7099 2022/12/07 15:21:32 - mmengine - INFO - Epoch(train) [142][2600/5005] lr: 1.9654e-02 eta: 11:11:00 time: 0.1386 data_time: 0.0026 memory: 4390 loss: 3.3349 2022/12/07 15:21:46 - mmengine - INFO - Epoch(train) [142][2700/5005] lr: 1.9641e-02 eta: 11:10:46 time: 0.1387 data_time: 0.0028 memory: 4390 loss: 3.1935 2022/12/07 15:22:00 - mmengine - INFO - Epoch(train) [142][2800/5005] lr: 1.9629e-02 eta: 11:10:33 time: 0.1385 data_time: 0.0026 memory: 4390 loss: 2.8378 2022/12/07 15:22:14 - mmengine - INFO - Epoch(train) [142][2900/5005] lr: 1.9616e-02 eta: 11:10:19 time: 0.1389 data_time: 0.0027 memory: 4390 loss: 2.8614 2022/12/07 15:22:28 - mmengine - INFO - Epoch(train) [142][3000/5005] lr: 1.9604e-02 eta: 11:10:05 time: 0.1394 data_time: 0.0027 memory: 4390 loss: 2.8240 2022/12/07 15:22:42 - mmengine - INFO - Epoch(train) [142][3100/5005] lr: 1.9592e-02 eta: 11:09:52 time: 0.1414 data_time: 0.0028 memory: 4390 loss: 2.8861 2022/12/07 15:22:57 - mmengine - INFO - Epoch(train) [142][3200/5005] lr: 1.9579e-02 eta: 11:09:38 time: 0.1388 data_time: 0.0028 memory: 4390 loss: 2.7919 2022/12/07 15:23:10 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:23:11 - mmengine - INFO - Epoch(train) [142][3300/5005] lr: 1.9567e-02 eta: 11:09:24 time: 0.1383 data_time: 0.0026 memory: 4390 loss: 3.2842 2022/12/07 15:23:25 - mmengine - INFO - Epoch(train) [142][3400/5005] lr: 1.9554e-02 eta: 11:09:11 time: 0.1390 data_time: 0.0027 memory: 4390 loss: 2.8059 2022/12/07 15:23:39 - mmengine - INFO - Epoch(train) [142][3500/5005] lr: 1.9542e-02 eta: 11:08:57 time: 0.1386 data_time: 0.0027 memory: 4390 loss: 2.7383 2022/12/07 15:23:53 - mmengine - INFO - Epoch(train) [142][3600/5005] lr: 1.9529e-02 eta: 11:08:43 time: 0.1387 data_time: 0.0027 memory: 4390 loss: 2.5253 2022/12/07 15:24:07 - mmengine - INFO - Epoch(train) [142][3700/5005] lr: 1.9517e-02 eta: 11:08:30 time: 0.1393 data_time: 0.0029 memory: 4390 loss: 3.6493 2022/12/07 15:24:22 - mmengine - INFO - Epoch(train) [142][3800/5005] lr: 1.9504e-02 eta: 11:08:16 time: 0.1396 data_time: 0.0028 memory: 4390 loss: 2.9358 2022/12/07 15:24:36 - mmengine - INFO - Epoch(train) [142][3900/5005] lr: 1.9492e-02 eta: 11:08:03 time: 0.1395 data_time: 0.0028 memory: 4390 loss: 2.5592 2022/12/07 15:24:50 - mmengine - INFO - Epoch(train) [142][4000/5005] lr: 1.9480e-02 eta: 11:07:49 time: 0.1394 data_time: 0.0030 memory: 4390 loss: 3.2879 2022/12/07 15:25:04 - mmengine - INFO - Epoch(train) [142][4100/5005] lr: 1.9467e-02 eta: 11:07:35 time: 0.1389 data_time: 0.0027 memory: 4390 loss: 2.9760 2022/12/07 15:25:18 - mmengine - INFO - Epoch(train) [142][4200/5005] lr: 1.9455e-02 eta: 11:07:22 time: 0.1390 data_time: 0.0028 memory: 4390 loss: 2.6149 2022/12/07 15:25:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:25:32 - mmengine - INFO - Epoch(train) [142][4300/5005] lr: 1.9442e-02 eta: 11:07:08 time: 0.1393 data_time: 0.0029 memory: 4390 loss: 2.7016 2022/12/07 15:25:46 - mmengine - INFO - Epoch(train) [142][4400/5005] lr: 1.9430e-02 eta: 11:06:54 time: 0.1392 data_time: 0.0028 memory: 4390 loss: 2.9201 2022/12/07 15:26:01 - mmengine - INFO - Epoch(train) [142][4500/5005] lr: 1.9417e-02 eta: 11:06:41 time: 0.1394 data_time: 0.0029 memory: 4390 loss: 3.0301 2022/12/07 15:26:15 - mmengine - INFO - Epoch(train) [142][4600/5005] lr: 1.9405e-02 eta: 11:06:27 time: 0.1405 data_time: 0.0027 memory: 4390 loss: 3.0719 2022/12/07 15:26:29 - mmengine - INFO - Epoch(train) [142][4700/5005] lr: 1.9393e-02 eta: 11:06:13 time: 0.1428 data_time: 0.0027 memory: 4390 loss: 2.6100 2022/12/07 15:26:43 - mmengine - INFO - Epoch(train) [142][4800/5005] lr: 1.9380e-02 eta: 11:06:00 time: 0.1397 data_time: 0.0028 memory: 4390 loss: 2.7770 2022/12/07 15:26:58 - mmengine - INFO - Epoch(train) [142][4900/5005] lr: 1.9368e-02 eta: 11:05:46 time: 0.1400 data_time: 0.0029 memory: 4390 loss: 3.2096 2022/12/07 15:27:12 - mmengine - INFO - Epoch(train) [142][5000/5005] lr: 1.9355e-02 eta: 11:05:32 time: 0.1411 data_time: 0.0033 memory: 4390 loss: 2.8312 2022/12/07 15:27:13 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:27:13 - mmengine - INFO - Saving checkpoint at 142 epochs 2022/12/07 15:27:23 - mmengine - INFO - Epoch(val) [142][100/196] eta: 0:00:07 time: 0.0778 data_time: 0.0473 memory: 4390 2022/12/07 15:27:42 - mmengine - INFO - Epoch(val) [142][196/196] accuracy/top1: 73.3240 accuracy/top5: 91.8500 2022/12/07 15:27:56 - mmengine - INFO - Epoch(train) [143][ 100/5005] lr: 1.9342e-02 eta: 11:05:18 time: 0.1403 data_time: 0.0020 memory: 4390 loss: 3.3352 2022/12/07 15:28:10 - mmengine - INFO - Epoch(train) [143][ 200/5005] lr: 1.9330e-02 eta: 11:05:05 time: 0.1383 data_time: 0.0020 memory: 4390 loss: 3.0758 2022/12/07 15:28:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:28:24 - mmengine - INFO - Epoch(train) [143][ 300/5005] lr: 1.9318e-02 eta: 11:04:51 time: 0.1391 data_time: 0.0021 memory: 4390 loss: 3.0733 2022/12/07 15:28:38 - mmengine - INFO - Epoch(train) [143][ 400/5005] lr: 1.9305e-02 eta: 11:04:37 time: 0.1409 data_time: 0.0022 memory: 4390 loss: 3.4374 2022/12/07 15:28:53 - mmengine - INFO - Epoch(train) [143][ 500/5005] lr: 1.9293e-02 eta: 11:04:24 time: 0.1382 data_time: 0.0020 memory: 4390 loss: 2.4726 2022/12/07 15:29:07 - mmengine - INFO - Epoch(train) [143][ 600/5005] lr: 1.9280e-02 eta: 11:04:10 time: 0.1409 data_time: 0.0022 memory: 4390 loss: 2.8754 2022/12/07 15:29:21 - mmengine - INFO - Epoch(train) [143][ 700/5005] lr: 1.9268e-02 eta: 11:03:56 time: 0.1459 data_time: 0.0022 memory: 4390 loss: 2.6927 2022/12/07 15:29:35 - mmengine - INFO - Epoch(train) [143][ 800/5005] lr: 1.9256e-02 eta: 11:03:43 time: 0.1384 data_time: 0.0022 memory: 4390 loss: 2.8450 2022/12/07 15:29:49 - mmengine - INFO - Epoch(train) [143][ 900/5005] lr: 1.9243e-02 eta: 11:03:29 time: 0.1398 data_time: 0.0020 memory: 4390 loss: 2.5150 2022/12/07 15:30:03 - mmengine - INFO - Epoch(train) [143][1000/5005] lr: 1.9231e-02 eta: 11:03:16 time: 0.1386 data_time: 0.0021 memory: 4390 loss: 3.1012 2022/12/07 15:30:17 - mmengine - INFO - Epoch(train) [143][1100/5005] lr: 1.9219e-02 eta: 11:03:02 time: 0.1383 data_time: 0.0021 memory: 4390 loss: 3.1017 2022/12/07 15:30:32 - mmengine - INFO - Epoch(train) [143][1200/5005] lr: 1.9206e-02 eta: 11:02:48 time: 0.1399 data_time: 0.0023 memory: 4390 loss: 2.3816 2022/12/07 15:30:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:30:46 - mmengine - INFO - Epoch(train) [143][1300/5005] lr: 1.9194e-02 eta: 11:02:34 time: 0.1400 data_time: 0.0021 memory: 4390 loss: 2.9381 2022/12/07 15:31:00 - mmengine - INFO - Epoch(train) [143][1400/5005] lr: 1.9181e-02 eta: 11:02:21 time: 0.1392 data_time: 0.0020 memory: 4390 loss: 3.2194 2022/12/07 15:31:14 - mmengine - INFO - Epoch(train) [143][1500/5005] lr: 1.9169e-02 eta: 11:02:07 time: 0.1401 data_time: 0.0025 memory: 4390 loss: 2.7640 2022/12/07 15:31:28 - mmengine - INFO - Epoch(train) [143][1600/5005] lr: 1.9157e-02 eta: 11:01:53 time: 0.1389 data_time: 0.0020 memory: 4390 loss: 3.1104 2022/12/07 15:31:42 - mmengine - INFO - Epoch(train) [143][1700/5005] lr: 1.9144e-02 eta: 11:01:40 time: 0.1385 data_time: 0.0019 memory: 4390 loss: 2.7647 2022/12/07 15:31:56 - mmengine - INFO - Epoch(train) [143][1800/5005] lr: 1.9132e-02 eta: 11:01:26 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 2.5103 2022/12/07 15:32:10 - mmengine - INFO - Epoch(train) [143][1900/5005] lr: 1.9120e-02 eta: 11:01:12 time: 0.1387 data_time: 0.0023 memory: 4390 loss: 2.8565 2022/12/07 15:32:24 - mmengine - INFO - Epoch(train) [143][2000/5005] lr: 1.9107e-02 eta: 11:00:59 time: 0.1383 data_time: 0.0021 memory: 4390 loss: 3.8435 2022/12/07 15:32:38 - mmengine - INFO - Epoch(train) [143][2100/5005] lr: 1.9095e-02 eta: 11:00:45 time: 0.1402 data_time: 0.0022 memory: 4390 loss: 3.7218 2022/12/07 15:32:53 - mmengine - INFO - Epoch(train) [143][2200/5005] lr: 1.9083e-02 eta: 11:00:32 time: 0.1395 data_time: 0.0020 memory: 4390 loss: 3.4744 2022/12/07 15:33:05 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:33:07 - mmengine - INFO - Epoch(train) [143][2300/5005] lr: 1.9070e-02 eta: 11:00:18 time: 0.1403 data_time: 0.0023 memory: 4390 loss: 2.6441 2022/12/07 15:33:21 - mmengine - INFO - Epoch(train) [143][2400/5005] lr: 1.9058e-02 eta: 11:00:04 time: 0.1387 data_time: 0.0021 memory: 4390 loss: 2.8830 2022/12/07 15:33:35 - mmengine - INFO - Epoch(train) [143][2500/5005] lr: 1.9046e-02 eta: 10:59:51 time: 0.1394 data_time: 0.0022 memory: 4390 loss: 2.5441 2022/12/07 15:33:49 - mmengine - INFO - Epoch(train) [143][2600/5005] lr: 1.9033e-02 eta: 10:59:37 time: 0.1383 data_time: 0.0026 memory: 4390 loss: 2.7903 2022/12/07 15:34:03 - mmengine - INFO - Epoch(train) [143][2700/5005] lr: 1.9021e-02 eta: 10:59:23 time: 0.1400 data_time: 0.0027 memory: 4390 loss: 2.9682 2022/12/07 15:34:17 - mmengine - INFO - Epoch(train) [143][2800/5005] lr: 1.9009e-02 eta: 10:59:10 time: 0.1389 data_time: 0.0020 memory: 4390 loss: 3.1758 2022/12/07 15:34:31 - mmengine - INFO - Epoch(train) [143][2900/5005] lr: 1.8996e-02 eta: 10:58:56 time: 0.1384 data_time: 0.0020 memory: 4390 loss: 2.7366 2022/12/07 15:34:46 - mmengine - INFO - Epoch(train) [143][3000/5005] lr: 1.8984e-02 eta: 10:58:42 time: 0.1400 data_time: 0.0021 memory: 4390 loss: 2.8942 2022/12/07 15:35:00 - mmengine - INFO - Epoch(train) [143][3100/5005] lr: 1.8972e-02 eta: 10:58:29 time: 0.1394 data_time: 0.0021 memory: 4390 loss: 2.7665 2022/12/07 15:35:14 - mmengine - INFO - Epoch(train) [143][3200/5005] lr: 1.8960e-02 eta: 10:58:15 time: 0.1405 data_time: 0.0022 memory: 4390 loss: 2.8666 2022/12/07 15:35:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:35:28 - mmengine - INFO - Epoch(train) [143][3300/5005] lr: 1.8947e-02 eta: 10:58:01 time: 0.1411 data_time: 0.0021 memory: 4390 loss: 3.2465 2022/12/07 15:35:42 - mmengine - INFO - Epoch(train) [143][3400/5005] lr: 1.8935e-02 eta: 10:57:48 time: 0.1384 data_time: 0.0021 memory: 4390 loss: 2.8252 2022/12/07 15:35:56 - mmengine - INFO - Epoch(train) [143][3500/5005] lr: 1.8923e-02 eta: 10:57:34 time: 0.1381 data_time: 0.0020 memory: 4390 loss: 2.8307 2022/12/07 15:36:10 - mmengine - INFO - Epoch(train) [143][3600/5005] lr: 1.8910e-02 eta: 10:57:20 time: 0.1395 data_time: 0.0020 memory: 4390 loss: 2.9693 2022/12/07 15:36:24 - mmengine - INFO - Epoch(train) [143][3700/5005] lr: 1.8898e-02 eta: 10:57:07 time: 0.1390 data_time: 0.0021 memory: 4390 loss: 2.5154 2022/12/07 15:36:38 - mmengine - INFO - Epoch(train) [143][3800/5005] lr: 1.8886e-02 eta: 10:56:53 time: 0.1393 data_time: 0.0021 memory: 4390 loss: 2.5079 2022/12/07 15:36:52 - mmengine - INFO - Epoch(train) [143][3900/5005] lr: 1.8874e-02 eta: 10:56:39 time: 0.1383 data_time: 0.0021 memory: 4390 loss: 3.2907 2022/12/07 15:37:06 - mmengine - INFO - Epoch(train) [143][4000/5005] lr: 1.8861e-02 eta: 10:56:25 time: 0.1389 data_time: 0.0021 memory: 4390 loss: 3.0775 2022/12/07 15:37:21 - mmengine - INFO - Epoch(train) [143][4100/5005] lr: 1.8849e-02 eta: 10:56:12 time: 0.1397 data_time: 0.0023 memory: 4390 loss: 3.5182 2022/12/07 15:37:35 - mmengine - INFO - Epoch(train) [143][4200/5005] lr: 1.8837e-02 eta: 10:55:58 time: 0.1397 data_time: 0.0023 memory: 4390 loss: 2.6453 2022/12/07 15:37:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:37:49 - mmengine - INFO - Epoch(train) [143][4300/5005] lr: 1.8824e-02 eta: 10:55:45 time: 0.1398 data_time: 0.0022 memory: 4390 loss: 2.8141 2022/12/07 15:38:03 - mmengine - INFO - Epoch(train) [143][4400/5005] lr: 1.8812e-02 eta: 10:55:31 time: 0.1393 data_time: 0.0025 memory: 4390 loss: 3.0205 2022/12/07 15:38:18 - mmengine - INFO - Epoch(train) [143][4500/5005] lr: 1.8800e-02 eta: 10:55:17 time: 0.1405 data_time: 0.0021 memory: 4390 loss: 2.8517 2022/12/07 15:38:32 - mmengine - INFO - Epoch(train) [143][4600/5005] lr: 1.8788e-02 eta: 10:55:04 time: 0.1397 data_time: 0.0022 memory: 4390 loss: 2.9537 2022/12/07 15:38:46 - mmengine - INFO - Epoch(train) [143][4700/5005] lr: 1.8775e-02 eta: 10:54:50 time: 0.1444 data_time: 0.0026 memory: 4390 loss: 2.5925 2022/12/07 15:39:00 - mmengine - INFO - Epoch(train) [143][4800/5005] lr: 1.8763e-02 eta: 10:54:36 time: 0.1407 data_time: 0.0021 memory: 4390 loss: 2.6841 2022/12/07 15:39:14 - mmengine - INFO - Epoch(train) [143][4900/5005] lr: 1.8751e-02 eta: 10:54:23 time: 0.1420 data_time: 0.0021 memory: 4390 loss: 3.0280 2022/12/07 15:39:28 - mmengine - INFO - Epoch(train) [143][5000/5005] lr: 1.8739e-02 eta: 10:54:09 time: 0.1400 data_time: 0.0029 memory: 4390 loss: 3.0378 2022/12/07 15:39:29 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:39:29 - mmengine - INFO - Saving checkpoint at 143 epochs 2022/12/07 15:39:40 - mmengine - INFO - Epoch(val) [143][100/196] eta: 0:00:07 time: 0.0742 data_time: 0.0438 memory: 4390 2022/12/07 15:39:59 - mmengine - INFO - Epoch(val) [143][196/196] accuracy/top1: 73.6260 accuracy/top5: 91.8960 2022/12/07 15:40:13 - mmengine - INFO - Epoch(train) [144][ 100/5005] lr: 1.8726e-02 eta: 10:53:55 time: 0.1396 data_time: 0.0025 memory: 4390 loss: 2.5676 2022/12/07 15:40:28 - mmengine - INFO - Epoch(train) [144][ 200/5005] lr: 1.8714e-02 eta: 10:53:42 time: 0.1406 data_time: 0.0021 memory: 4390 loss: 2.8961 2022/12/07 15:40:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:40:42 - mmengine - INFO - Epoch(train) [144][ 300/5005] lr: 1.8701e-02 eta: 10:53:28 time: 0.1402 data_time: 0.0023 memory: 4390 loss: 3.1248 2022/12/07 15:40:56 - mmengine - INFO - Epoch(train) [144][ 400/5005] lr: 1.8689e-02 eta: 10:53:14 time: 0.1404 data_time: 0.0019 memory: 4390 loss: 2.9748 2022/12/07 15:41:10 - mmengine - INFO - Epoch(train) [144][ 500/5005] lr: 1.8677e-02 eta: 10:53:01 time: 0.1404 data_time: 0.0020 memory: 4390 loss: 3.1543 2022/12/07 15:41:25 - mmengine - INFO - Epoch(train) [144][ 600/5005] lr: 1.8665e-02 eta: 10:52:47 time: 0.1406 data_time: 0.0020 memory: 4390 loss: 3.1186 2022/12/07 15:41:39 - mmengine - INFO - Epoch(train) [144][ 700/5005] lr: 1.8652e-02 eta: 10:52:33 time: 0.1509 data_time: 0.0022 memory: 4390 loss: 2.8789 2022/12/07 15:41:53 - mmengine - INFO - Epoch(train) [144][ 800/5005] lr: 1.8640e-02 eta: 10:52:20 time: 0.1413 data_time: 0.0022 memory: 4390 loss: 2.7866 2022/12/07 15:42:07 - mmengine - INFO - Epoch(train) [144][ 900/5005] lr: 1.8628e-02 eta: 10:52:06 time: 0.1392 data_time: 0.0020 memory: 4390 loss: 2.8285 2022/12/07 15:42:21 - mmengine - INFO - Epoch(train) [144][1000/5005] lr: 1.8616e-02 eta: 10:51:53 time: 0.1393 data_time: 0.0021 memory: 4390 loss: 3.0875 2022/12/07 15:42:35 - mmengine - INFO - Epoch(train) [144][1100/5005] lr: 1.8603e-02 eta: 10:51:39 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 3.1365 2022/12/07 15:42:49 - mmengine - INFO - Epoch(train) [144][1200/5005] lr: 1.8591e-02 eta: 10:51:25 time: 0.1405 data_time: 0.0020 memory: 4390 loss: 3.0125 2022/12/07 15:43:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:43:04 - mmengine - INFO - Epoch(train) [144][1300/5005] lr: 1.8579e-02 eta: 10:51:12 time: 0.1391 data_time: 0.0019 memory: 4390 loss: 2.4926 2022/12/07 15:43:18 - mmengine - INFO - Epoch(train) [144][1400/5005] lr: 1.8567e-02 eta: 10:50:58 time: 0.1403 data_time: 0.0021 memory: 4390 loss: 3.4258 2022/12/07 15:43:32 - mmengine - INFO - Epoch(train) [144][1500/5005] lr: 1.8555e-02 eta: 10:50:44 time: 0.1393 data_time: 0.0021 memory: 4390 loss: 2.9995 2022/12/07 15:43:46 - mmengine - INFO - Epoch(train) [144][1600/5005] lr: 1.8542e-02 eta: 10:50:31 time: 0.1398 data_time: 0.0020 memory: 4390 loss: 3.0557 2022/12/07 15:44:00 - mmengine - INFO - Epoch(train) [144][1700/5005] lr: 1.8530e-02 eta: 10:50:17 time: 0.1418 data_time: 0.0021 memory: 4390 loss: 2.9854 2022/12/07 15:44:14 - mmengine - INFO - Epoch(train) [144][1800/5005] lr: 1.8518e-02 eta: 10:50:03 time: 0.1384 data_time: 0.0019 memory: 4390 loss: 2.8057 2022/12/07 15:44:29 - mmengine - INFO - Epoch(train) [144][1900/5005] lr: 1.8506e-02 eta: 10:49:50 time: 0.1393 data_time: 0.0027 memory: 4390 loss: 3.4622 2022/12/07 15:44:43 - mmengine - INFO - Epoch(train) [144][2000/5005] lr: 1.8494e-02 eta: 10:49:36 time: 0.1410 data_time: 0.0021 memory: 4390 loss: 3.4562 2022/12/07 15:44:57 - mmengine - INFO - Epoch(train) [144][2100/5005] lr: 1.8481e-02 eta: 10:49:22 time: 0.1401 data_time: 0.0022 memory: 4390 loss: 3.5386 2022/12/07 15:45:11 - mmengine - INFO - Epoch(train) [144][2200/5005] lr: 1.8469e-02 eta: 10:49:09 time: 0.1397 data_time: 0.0021 memory: 4390 loss: 2.9700 2022/12/07 15:45:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:45:26 - mmengine - INFO - Epoch(train) [144][2300/5005] lr: 1.8457e-02 eta: 10:48:55 time: 0.1389 data_time: 0.0020 memory: 4390 loss: 2.4573 2022/12/07 15:45:40 - mmengine - INFO - Epoch(train) [144][2400/5005] lr: 1.8445e-02 eta: 10:48:41 time: 0.1397 data_time: 0.0020 memory: 4390 loss: 3.1089 2022/12/07 15:45:54 - mmengine - INFO - Epoch(train) [144][2500/5005] lr: 1.8433e-02 eta: 10:48:28 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 2.9799 2022/12/07 15:46:08 - mmengine - INFO - Epoch(train) [144][2600/5005] lr: 1.8421e-02 eta: 10:48:14 time: 0.1387 data_time: 0.0021 memory: 4390 loss: 2.9251 2022/12/07 15:46:22 - mmengine - INFO - Epoch(train) [144][2700/5005] lr: 1.8408e-02 eta: 10:48:00 time: 0.1385 data_time: 0.0020 memory: 4390 loss: 3.0414 2022/12/07 15:46:36 - mmengine - INFO - Epoch(train) [144][2800/5005] lr: 1.8396e-02 eta: 10:47:47 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 2.2297 2022/12/07 15:46:50 - mmengine - INFO - Epoch(train) [144][2900/5005] lr: 1.8384e-02 eta: 10:47:33 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 2.8312 2022/12/07 15:47:04 - mmengine - INFO - Epoch(train) [144][3000/5005] lr: 1.8372e-02 eta: 10:47:19 time: 0.1425 data_time: 0.0021 memory: 4390 loss: 3.4183 2022/12/07 15:47:18 - mmengine - INFO - Epoch(train) [144][3100/5005] lr: 1.8360e-02 eta: 10:47:06 time: 0.1408 data_time: 0.0020 memory: 4390 loss: 3.0429 2022/12/07 15:47:33 - mmengine - INFO - Epoch(train) [144][3200/5005] lr: 1.8348e-02 eta: 10:46:52 time: 0.1400 data_time: 0.0020 memory: 4390 loss: 2.9835 2022/12/07 15:47:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:47:47 - mmengine - INFO - Epoch(train) [144][3300/5005] lr: 1.8336e-02 eta: 10:46:39 time: 0.1403 data_time: 0.0021 memory: 4390 loss: 2.8109 2022/12/07 15:48:01 - mmengine - INFO - Epoch(train) [144][3400/5005] lr: 1.8323e-02 eta: 10:46:25 time: 0.1405 data_time: 0.0021 memory: 4390 loss: 3.1512 2022/12/07 15:48:15 - mmengine - INFO - Epoch(train) [144][3500/5005] lr: 1.8311e-02 eta: 10:46:11 time: 0.1404 data_time: 0.0021 memory: 4390 loss: 2.6613 2022/12/07 15:48:29 - mmengine - INFO - Epoch(train) [144][3600/5005] lr: 1.8299e-02 eta: 10:45:58 time: 0.1388 data_time: 0.0023 memory: 4390 loss: 2.5404 2022/12/07 15:48:43 - mmengine - INFO - Epoch(train) [144][3700/5005] lr: 1.8287e-02 eta: 10:45:44 time: 0.1386 data_time: 0.0024 memory: 4390 loss: 2.9387 2022/12/07 15:48:57 - mmengine - INFO - Epoch(train) [144][3800/5005] lr: 1.8275e-02 eta: 10:45:30 time: 0.1385 data_time: 0.0023 memory: 4390 loss: 2.2607 2022/12/07 15:49:12 - mmengine - INFO - Epoch(train) [144][3900/5005] lr: 1.8263e-02 eta: 10:45:17 time: 0.1396 data_time: 0.0022 memory: 4390 loss: 3.0211 2022/12/07 15:49:26 - mmengine - INFO - Epoch(train) [144][4000/5005] lr: 1.8251e-02 eta: 10:45:03 time: 0.1388 data_time: 0.0021 memory: 4390 loss: 2.6537 2022/12/07 15:49:40 - mmengine - INFO - Epoch(train) [144][4100/5005] lr: 1.8238e-02 eta: 10:44:49 time: 0.1394 data_time: 0.0022 memory: 4390 loss: 2.9632 2022/12/07 15:49:54 - mmengine - INFO - Epoch(train) [144][4200/5005] lr: 1.8226e-02 eta: 10:44:36 time: 0.1397 data_time: 0.0021 memory: 4390 loss: 2.8365 2022/12/07 15:50:06 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:50:08 - mmengine - INFO - Epoch(train) [144][4300/5005] lr: 1.8214e-02 eta: 10:44:22 time: 0.1446 data_time: 0.0023 memory: 4390 loss: 2.5878 2022/12/07 15:50:22 - mmengine - INFO - Epoch(train) [144][4400/5005] lr: 1.8202e-02 eta: 10:44:08 time: 0.1399 data_time: 0.0023 memory: 4390 loss: 3.7779 2022/12/07 15:50:36 - mmengine - INFO - Epoch(train) [144][4500/5005] lr: 1.8190e-02 eta: 10:43:55 time: 0.1412 data_time: 0.0025 memory: 4390 loss: 2.8692 2022/12/07 15:50:51 - mmengine - INFO - Epoch(train) [144][4600/5005] lr: 1.8178e-02 eta: 10:43:41 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 2.4570 2022/12/07 15:51:05 - mmengine - INFO - Epoch(train) [144][4700/5005] lr: 1.8166e-02 eta: 10:43:27 time: 0.1407 data_time: 0.0023 memory: 4390 loss: 3.4819 2022/12/07 15:51:19 - mmengine - INFO - Epoch(train) [144][4800/5005] lr: 1.8154e-02 eta: 10:43:14 time: 0.1392 data_time: 0.0020 memory: 4390 loss: 2.5619 2022/12/07 15:51:33 - mmengine - INFO - Epoch(train) [144][4900/5005] lr: 1.8142e-02 eta: 10:43:00 time: 0.1403 data_time: 0.0021 memory: 4390 loss: 2.8654 2022/12/07 15:51:47 - mmengine - INFO - Epoch(train) [144][5000/5005] lr: 1.8130e-02 eta: 10:42:46 time: 0.1410 data_time: 0.0024 memory: 4390 loss: 2.5972 2022/12/07 15:51:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:51:48 - mmengine - INFO - Saving checkpoint at 144 epochs 2022/12/07 15:51:58 - mmengine - INFO - Epoch(val) [144][100/196] eta: 0:00:07 time: 0.0782 data_time: 0.0479 memory: 4390 2022/12/07 15:52:17 - mmengine - INFO - Epoch(val) [144][196/196] accuracy/top1: 74.1020 accuracy/top5: 92.2420 2022/12/07 15:52:32 - mmengine - INFO - Epoch(train) [145][ 100/5005] lr: 1.8117e-02 eta: 10:42:32 time: 0.1390 data_time: 0.0023 memory: 4390 loss: 2.9884 2022/12/07 15:52:47 - mmengine - INFO - Epoch(train) [145][ 200/5005] lr: 1.8105e-02 eta: 10:42:19 time: 0.1414 data_time: 0.0021 memory: 4390 loss: 3.0361 2022/12/07 15:52:58 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:53:01 - mmengine - INFO - Epoch(train) [145][ 300/5005] lr: 1.8093e-02 eta: 10:42:05 time: 0.1431 data_time: 0.0020 memory: 4390 loss: 2.9796 2022/12/07 15:53:15 - mmengine - INFO - Epoch(train) [145][ 400/5005] lr: 1.8081e-02 eta: 10:41:51 time: 0.1424 data_time: 0.0021 memory: 4390 loss: 3.0746 2022/12/07 15:53:29 - mmengine - INFO - Epoch(train) [145][ 500/5005] lr: 1.8069e-02 eta: 10:41:38 time: 0.1401 data_time: 0.0022 memory: 4390 loss: 2.3087 2022/12/07 15:53:43 - mmengine - INFO - Epoch(train) [145][ 600/5005] lr: 1.8056e-02 eta: 10:41:24 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 2.8087 2022/12/07 15:53:58 - mmengine - INFO - Epoch(train) [145][ 700/5005] lr: 1.8044e-02 eta: 10:41:11 time: 0.1387 data_time: 0.0019 memory: 4390 loss: 3.2100 2022/12/07 15:54:12 - mmengine - INFO - Epoch(train) [145][ 800/5005] lr: 1.8032e-02 eta: 10:40:57 time: 0.1395 data_time: 0.0020 memory: 4390 loss: 3.0811 2022/12/07 15:54:26 - mmengine - INFO - Epoch(train) [145][ 900/5005] lr: 1.8020e-02 eta: 10:40:43 time: 0.1398 data_time: 0.0022 memory: 4390 loss: 2.4898 2022/12/07 15:54:40 - mmengine - INFO - Epoch(train) [145][1000/5005] lr: 1.8008e-02 eta: 10:40:30 time: 0.1479 data_time: 0.0021 memory: 4390 loss: 2.9022 2022/12/07 15:54:54 - mmengine - INFO - Epoch(train) [145][1100/5005] lr: 1.7996e-02 eta: 10:40:16 time: 0.1404 data_time: 0.0020 memory: 4390 loss: 3.0654 2022/12/07 15:55:08 - mmengine - INFO - Epoch(train) [145][1200/5005] lr: 1.7984e-02 eta: 10:40:02 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 2.7061 2022/12/07 15:55:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:55:23 - mmengine - INFO - Epoch(train) [145][1300/5005] lr: 1.7972e-02 eta: 10:39:49 time: 0.1401 data_time: 0.0020 memory: 4390 loss: 2.8054 2022/12/07 15:55:37 - mmengine - INFO - Epoch(train) [145][1400/5005] lr: 1.7960e-02 eta: 10:39:35 time: 0.1403 data_time: 0.0020 memory: 4390 loss: 3.1622 2022/12/07 15:55:51 - mmengine - INFO - Epoch(train) [145][1500/5005] lr: 1.7948e-02 eta: 10:39:21 time: 0.1388 data_time: 0.0021 memory: 4390 loss: 2.7166 2022/12/07 15:56:05 - mmengine - INFO - Epoch(train) [145][1600/5005] lr: 1.7936e-02 eta: 10:39:08 time: 0.1406 data_time: 0.0021 memory: 4390 loss: 3.4722 2022/12/07 15:56:19 - mmengine - INFO - Epoch(train) [145][1700/5005] lr: 1.7924e-02 eta: 10:38:54 time: 0.1413 data_time: 0.0021 memory: 4390 loss: 3.1490 2022/12/07 15:56:34 - mmengine - INFO - Epoch(train) [145][1800/5005] lr: 1.7912e-02 eta: 10:38:40 time: 0.1407 data_time: 0.0021 memory: 4390 loss: 2.6843 2022/12/07 15:56:48 - mmengine - INFO - Epoch(train) [145][1900/5005] lr: 1.7900e-02 eta: 10:38:27 time: 0.1414 data_time: 0.0022 memory: 4390 loss: 2.6448 2022/12/07 15:57:02 - mmengine - INFO - Epoch(train) [145][2000/5005] lr: 1.7888e-02 eta: 10:38:13 time: 0.1411 data_time: 0.0021 memory: 4390 loss: 2.7813 2022/12/07 15:57:16 - mmengine - INFO - Epoch(train) [145][2100/5005] lr: 1.7876e-02 eta: 10:38:00 time: 0.1404 data_time: 0.0020 memory: 4390 loss: 3.0280 2022/12/07 15:57:30 - mmengine - INFO - Epoch(train) [145][2200/5005] lr: 1.7864e-02 eta: 10:37:46 time: 0.1405 data_time: 0.0023 memory: 4390 loss: 3.0898 2022/12/07 15:57:42 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 15:57:45 - mmengine - INFO - Epoch(train) [145][2300/5005] lr: 1.7852e-02 eta: 10:37:32 time: 0.1420 data_time: 0.0023 memory: 4390 loss: 2.6556 2022/12/07 15:57:59 - mmengine - INFO - Epoch(train) [145][2400/5005] lr: 1.7840e-02 eta: 10:37:19 time: 0.1407 data_time: 0.0026 memory: 4390 loss: 3.1024 2022/12/07 15:58:13 - mmengine - INFO - Epoch(train) [145][2500/5005] lr: 1.7828e-02 eta: 10:37:05 time: 0.1395 data_time: 0.0027 memory: 4390 loss: 2.7898 2022/12/07 15:58:27 - mmengine - INFO - Epoch(train) [145][2600/5005] lr: 1.7816e-02 eta: 10:36:51 time: 0.1487 data_time: 0.0026 memory: 4390 loss: 2.8581 2022/12/07 15:58:42 - mmengine - INFO - Epoch(train) [145][2700/5005] lr: 1.7804e-02 eta: 10:36:38 time: 0.1403 data_time: 0.0025 memory: 4390 loss: 2.6401 2022/12/07 15:58:56 - mmengine - INFO - Epoch(train) [145][2800/5005] lr: 1.7792e-02 eta: 10:36:24 time: 0.1391 data_time: 0.0025 memory: 4390 loss: 2.6803 2022/12/07 15:59:10 - mmengine - INFO - Epoch(train) [145][2900/5005] lr: 1.7780e-02 eta: 10:36:11 time: 0.1394 data_time: 0.0028 memory: 4390 loss: 2.4818 2022/12/07 15:59:24 - mmengine - INFO - Epoch(train) [145][3000/5005] lr: 1.7768e-02 eta: 10:35:57 time: 0.1407 data_time: 0.0026 memory: 4390 loss: 2.9098 2022/12/07 15:59:38 - mmengine - INFO - Epoch(train) [145][3100/5005] lr: 1.7756e-02 eta: 10:35:43 time: 0.1404 data_time: 0.0025 memory: 4390 loss: 2.8227 2022/12/07 15:59:53 - mmengine - INFO - Epoch(train) [145][3200/5005] lr: 1.7744e-02 eta: 10:35:30 time: 0.1408 data_time: 0.0025 memory: 4390 loss: 3.1027 2022/12/07 16:00:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:00:07 - mmengine - INFO - Epoch(train) [145][3300/5005] lr: 1.7732e-02 eta: 10:35:16 time: 0.1389 data_time: 0.0028 memory: 4390 loss: 2.9779 2022/12/07 16:00:21 - mmengine - INFO - Epoch(train) [145][3400/5005] lr: 1.7720e-02 eta: 10:35:02 time: 0.1460 data_time: 0.0028 memory: 4390 loss: 2.5826 2022/12/07 16:00:35 - mmengine - INFO - Epoch(train) [145][3500/5005] lr: 1.7708e-02 eta: 10:34:49 time: 0.1445 data_time: 0.0032 memory: 4390 loss: 2.6397 2022/12/07 16:00:49 - mmengine - INFO - Epoch(train) [145][3600/5005] lr: 1.7696e-02 eta: 10:34:35 time: 0.1401 data_time: 0.0031 memory: 4390 loss: 3.0510 2022/12/07 16:01:04 - mmengine - INFO - Epoch(train) [145][3700/5005] lr: 1.7684e-02 eta: 10:34:21 time: 0.1397 data_time: 0.0030 memory: 4390 loss: 3.0096 2022/12/07 16:01:18 - mmengine - INFO - Epoch(train) [145][3800/5005] lr: 1.7672e-02 eta: 10:34:08 time: 0.1400 data_time: 0.0021 memory: 4390 loss: 2.3824 2022/12/07 16:01:32 - mmengine - INFO - Epoch(train) [145][3900/5005] lr: 1.7660e-02 eta: 10:33:54 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 2.8194 2022/12/07 16:01:46 - mmengine - INFO - Epoch(train) [145][4000/5005] lr: 1.7648e-02 eta: 10:33:40 time: 0.1401 data_time: 0.0022 memory: 4390 loss: 3.1552 2022/12/07 16:02:00 - mmengine - INFO - Epoch(train) [145][4100/5005] lr: 1.7636e-02 eta: 10:33:27 time: 0.1453 data_time: 0.0020 memory: 4390 loss: 3.2767 2022/12/07 16:02:14 - mmengine - INFO - Epoch(train) [145][4200/5005] lr: 1.7624e-02 eta: 10:33:13 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 2.9530 2022/12/07 16:02:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:02:28 - mmengine - INFO - Epoch(train) [145][4300/5005] lr: 1.7612e-02 eta: 10:32:59 time: 0.1389 data_time: 0.0022 memory: 4390 loss: 3.1163 2022/12/07 16:02:42 - mmengine - INFO - Epoch(train) [145][4400/5005] lr: 1.7600e-02 eta: 10:32:46 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 2.7870 2022/12/07 16:02:57 - mmengine - INFO - Epoch(train) [145][4500/5005] lr: 1.7588e-02 eta: 10:32:32 time: 0.1400 data_time: 0.0021 memory: 4390 loss: 3.0703 2022/12/07 16:03:11 - mmengine - INFO - Epoch(train) [145][4600/5005] lr: 1.7576e-02 eta: 10:32:18 time: 0.1407 data_time: 0.0020 memory: 4390 loss: 2.9995 2022/12/07 16:03:25 - mmengine - INFO - Epoch(train) [145][4700/5005] lr: 1.7564e-02 eta: 10:32:05 time: 0.1398 data_time: 0.0021 memory: 4390 loss: 2.5269 2022/12/07 16:03:39 - mmengine - INFO - Epoch(train) [145][4800/5005] lr: 1.7552e-02 eta: 10:31:51 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 2.5002 2022/12/07 16:03:53 - mmengine - INFO - Epoch(train) [145][4900/5005] lr: 1.7540e-02 eta: 10:31:37 time: 0.1393 data_time: 0.0022 memory: 4390 loss: 3.0859 2022/12/07 16:04:07 - mmengine - INFO - Epoch(train) [145][5000/5005] lr: 1.7528e-02 eta: 10:31:23 time: 0.1402 data_time: 0.0029 memory: 4390 loss: 2.7902 2022/12/07 16:04:08 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:04:08 - mmengine - INFO - Saving checkpoint at 145 epochs 2022/12/07 16:04:18 - mmengine - INFO - Epoch(val) [145][100/196] eta: 0:00:07 time: 0.0743 data_time: 0.0426 memory: 4390 2022/12/07 16:04:38 - mmengine - INFO - Epoch(val) [145][196/196] accuracy/top1: 73.6200 accuracy/top5: 92.1660 2022/12/07 16:04:53 - mmengine - INFO - Epoch(train) [146][ 100/5005] lr: 1.7516e-02 eta: 10:31:09 time: 0.1392 data_time: 0.0028 memory: 4390 loss: 2.6750 2022/12/07 16:05:07 - mmengine - INFO - Epoch(train) [146][ 200/5005] lr: 1.7504e-02 eta: 10:30:56 time: 0.1392 data_time: 0.0027 memory: 4390 loss: 3.1562 2022/12/07 16:05:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:05:21 - mmengine - INFO - Epoch(train) [146][ 300/5005] lr: 1.7492e-02 eta: 10:30:42 time: 0.1390 data_time: 0.0027 memory: 4390 loss: 2.7602 2022/12/07 16:05:35 - mmengine - INFO - Epoch(train) [146][ 400/5005] lr: 1.7480e-02 eta: 10:30:28 time: 0.1391 data_time: 0.0030 memory: 4390 loss: 2.5804 2022/12/07 16:05:49 - mmengine - INFO - Epoch(train) [146][ 500/5005] lr: 1.7468e-02 eta: 10:30:15 time: 0.1399 data_time: 0.0022 memory: 4390 loss: 3.0046 2022/12/07 16:06:03 - mmengine - INFO - Epoch(train) [146][ 600/5005] lr: 1.7456e-02 eta: 10:30:01 time: 0.1445 data_time: 0.0021 memory: 4390 loss: 2.3446 2022/12/07 16:06:17 - mmengine - INFO - Epoch(train) [146][ 700/5005] lr: 1.7444e-02 eta: 10:29:47 time: 0.1403 data_time: 0.0019 memory: 4390 loss: 2.9359 2022/12/07 16:06:32 - mmengine - INFO - Epoch(train) [146][ 800/5005] lr: 1.7432e-02 eta: 10:29:34 time: 0.1415 data_time: 0.0019 memory: 4390 loss: 3.0259 2022/12/07 16:06:46 - mmengine - INFO - Epoch(train) [146][ 900/5005] lr: 1.7420e-02 eta: 10:29:20 time: 0.1403 data_time: 0.0020 memory: 4390 loss: 2.6067 2022/12/07 16:07:00 - mmengine - INFO - Epoch(train) [146][1000/5005] lr: 1.7409e-02 eta: 10:29:06 time: 0.1403 data_time: 0.0021 memory: 4390 loss: 3.1475 2022/12/07 16:07:14 - mmengine - INFO - Epoch(train) [146][1100/5005] lr: 1.7397e-02 eta: 10:28:53 time: 0.1410 data_time: 0.0021 memory: 4390 loss: 3.1104 2022/12/07 16:07:29 - mmengine - INFO - Epoch(train) [146][1200/5005] lr: 1.7385e-02 eta: 10:28:39 time: 0.1415 data_time: 0.0020 memory: 4390 loss: 2.6917 2022/12/07 16:07:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:07:43 - mmengine - INFO - Epoch(train) [146][1300/5005] lr: 1.7373e-02 eta: 10:28:25 time: 0.1399 data_time: 0.0020 memory: 4390 loss: 2.9017 2022/12/07 16:07:57 - mmengine - INFO - Epoch(train) [146][1400/5005] lr: 1.7361e-02 eta: 10:28:12 time: 0.1400 data_time: 0.0021 memory: 4390 loss: 2.7536 2022/12/07 16:08:11 - mmengine - INFO - Epoch(train) [146][1500/5005] lr: 1.7349e-02 eta: 10:27:58 time: 0.1396 data_time: 0.0020 memory: 4390 loss: 2.9565 2022/12/07 16:08:25 - mmengine - INFO - Epoch(train) [146][1600/5005] lr: 1.7337e-02 eta: 10:27:44 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 2.3880 2022/12/07 16:08:39 - mmengine - INFO - Epoch(train) [146][1700/5005] lr: 1.7325e-02 eta: 10:27:31 time: 0.1394 data_time: 0.0020 memory: 4390 loss: 2.8933 2022/12/07 16:08:53 - mmengine - INFO - Epoch(train) [146][1800/5005] lr: 1.7313e-02 eta: 10:27:17 time: 0.1404 data_time: 0.0020 memory: 4390 loss: 3.3281 2022/12/07 16:09:07 - mmengine - INFO - Epoch(train) [146][1900/5005] lr: 1.7302e-02 eta: 10:27:03 time: 0.1398 data_time: 0.0020 memory: 4390 loss: 3.2611 2022/12/07 16:09:22 - mmengine - INFO - Epoch(train) [146][2000/5005] lr: 1.7290e-02 eta: 10:26:50 time: 0.1405 data_time: 0.0021 memory: 4390 loss: 3.1044 2022/12/07 16:09:36 - mmengine - INFO - Epoch(train) [146][2100/5005] lr: 1.7278e-02 eta: 10:26:36 time: 0.1402 data_time: 0.0021 memory: 4390 loss: 3.0772 2022/12/07 16:09:50 - mmengine - INFO - Epoch(train) [146][2200/5005] lr: 1.7266e-02 eta: 10:26:23 time: 0.1399 data_time: 0.0022 memory: 4390 loss: 3.2306 2022/12/07 16:10:01 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:10:04 - mmengine - INFO - Epoch(train) [146][2300/5005] lr: 1.7254e-02 eta: 10:26:09 time: 0.1436 data_time: 0.0021 memory: 4390 loss: 3.0716 2022/12/07 16:10:19 - mmengine - INFO - Epoch(train) [146][2400/5005] lr: 1.7242e-02 eta: 10:25:55 time: 0.1398 data_time: 0.0022 memory: 4390 loss: 2.9606 2022/12/07 16:10:33 - mmengine - INFO - Epoch(train) [146][2500/5005] lr: 1.7230e-02 eta: 10:25:42 time: 0.1394 data_time: 0.0026 memory: 4390 loss: 2.6246 2022/12/07 16:10:47 - mmengine - INFO - Epoch(train) [146][2600/5005] lr: 1.7219e-02 eta: 10:25:28 time: 0.1397 data_time: 0.0027 memory: 4390 loss: 2.6952 2022/12/07 16:11:01 - mmengine - INFO - Epoch(train) [146][2700/5005] lr: 1.7207e-02 eta: 10:25:14 time: 0.1388 data_time: 0.0027 memory: 4390 loss: 2.9206 2022/12/07 16:11:15 - mmengine - INFO - Epoch(train) [146][2800/5005] lr: 1.7195e-02 eta: 10:25:01 time: 0.1396 data_time: 0.0027 memory: 4390 loss: 2.9980 2022/12/07 16:11:29 - mmengine - INFO - Epoch(train) [146][2900/5005] lr: 1.7183e-02 eta: 10:24:47 time: 0.1386 data_time: 0.0027 memory: 4390 loss: 3.3145 2022/12/07 16:11:43 - mmengine - INFO - Epoch(train) [146][3000/5005] lr: 1.7171e-02 eta: 10:24:33 time: 0.1387 data_time: 0.0026 memory: 4390 loss: 2.7846 2022/12/07 16:11:57 - mmengine - INFO - Epoch(train) [146][3100/5005] lr: 1.7159e-02 eta: 10:24:19 time: 0.1382 data_time: 0.0026 memory: 4390 loss: 2.7727 2022/12/07 16:12:11 - mmengine - INFO - Epoch(train) [146][3200/5005] lr: 1.7148e-02 eta: 10:24:06 time: 0.1388 data_time: 0.0027 memory: 4390 loss: 2.8135 2022/12/07 16:12:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:12:25 - mmengine - INFO - Epoch(train) [146][3300/5005] lr: 1.7136e-02 eta: 10:23:52 time: 0.1390 data_time: 0.0028 memory: 4390 loss: 2.8872 2022/12/07 16:12:40 - mmengine - INFO - Epoch(train) [146][3400/5005] lr: 1.7124e-02 eta: 10:23:38 time: 0.1418 data_time: 0.0022 memory: 4390 loss: 3.0329 2022/12/07 16:12:54 - mmengine - INFO - Epoch(train) [146][3500/5005] lr: 1.7112e-02 eta: 10:23:25 time: 0.1417 data_time: 0.0022 memory: 4390 loss: 2.8464 2022/12/07 16:13:08 - mmengine - INFO - Epoch(train) [146][3600/5005] lr: 1.7100e-02 eta: 10:23:11 time: 0.1415 data_time: 0.0024 memory: 4390 loss: 3.0741 2022/12/07 16:13:22 - mmengine - INFO - Epoch(train) [146][3700/5005] lr: 1.7088e-02 eta: 10:22:57 time: 0.1389 data_time: 0.0023 memory: 4390 loss: 2.6459 2022/12/07 16:13:37 - mmengine - INFO - Epoch(train) [146][3800/5005] lr: 1.7077e-02 eta: 10:22:44 time: 0.1407 data_time: 0.0024 memory: 4390 loss: 3.1117 2022/12/07 16:13:51 - mmengine - INFO - Epoch(train) [146][3900/5005] lr: 1.7065e-02 eta: 10:22:30 time: 0.1396 data_time: 0.0024 memory: 4390 loss: 2.5025 2022/12/07 16:14:05 - mmengine - INFO - Epoch(train) [146][4000/5005] lr: 1.7053e-02 eta: 10:22:16 time: 0.1408 data_time: 0.0021 memory: 4390 loss: 2.3664 2022/12/07 16:14:19 - mmengine - INFO - Epoch(train) [146][4100/5005] lr: 1.7041e-02 eta: 10:22:03 time: 0.1395 data_time: 0.0020 memory: 4390 loss: 2.7905 2022/12/07 16:14:33 - mmengine - INFO - Epoch(train) [146][4200/5005] lr: 1.7029e-02 eta: 10:21:49 time: 0.1507 data_time: 0.0021 memory: 4390 loss: 3.1692 2022/12/07 16:14:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:14:47 - mmengine - INFO - Epoch(train) [146][4300/5005] lr: 1.7018e-02 eta: 10:21:36 time: 0.1391 data_time: 0.0021 memory: 4390 loss: 3.0771 2022/12/07 16:15:01 - mmengine - INFO - Epoch(train) [146][4400/5005] lr: 1.7006e-02 eta: 10:21:22 time: 0.1391 data_time: 0.0021 memory: 4390 loss: 3.1272 2022/12/07 16:15:15 - mmengine - INFO - Epoch(train) [146][4500/5005] lr: 1.6994e-02 eta: 10:21:08 time: 0.1394 data_time: 0.0022 memory: 4390 loss: 3.0078 2022/12/07 16:15:30 - mmengine - INFO - Epoch(train) [146][4600/5005] lr: 1.6982e-02 eta: 10:20:54 time: 0.1389 data_time: 0.0020 memory: 4390 loss: 3.1671 2022/12/07 16:15:44 - mmengine - INFO - Epoch(train) [146][4700/5005] lr: 1.6970e-02 eta: 10:20:41 time: 0.1397 data_time: 0.0021 memory: 4390 loss: 3.0998 2022/12/07 16:15:58 - mmengine - INFO - Epoch(train) [146][4800/5005] lr: 1.6959e-02 eta: 10:20:27 time: 0.1390 data_time: 0.0021 memory: 4390 loss: 2.7232 2022/12/07 16:16:12 - mmengine - INFO - Epoch(train) [146][4900/5005] lr: 1.6947e-02 eta: 10:20:13 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 2.7679 2022/12/07 16:16:26 - mmengine - INFO - Epoch(train) [146][5000/5005] lr: 1.6935e-02 eta: 10:20:00 time: 0.1425 data_time: 0.0034 memory: 4390 loss: 3.4158 2022/12/07 16:16:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:16:27 - mmengine - INFO - Saving checkpoint at 146 epochs 2022/12/07 16:16:37 - mmengine - INFO - Epoch(val) [146][100/196] eta: 0:00:07 time: 0.0778 data_time: 0.0462 memory: 4390 2022/12/07 16:16:56 - mmengine - INFO - Epoch(val) [146][196/196] accuracy/top1: 74.1780 accuracy/top5: 92.2160 2022/12/07 16:17:11 - mmengine - INFO - Epoch(train) [147][ 100/5005] lr: 1.6923e-02 eta: 10:19:46 time: 0.1405 data_time: 0.0023 memory: 4390 loss: 3.1547 2022/12/07 16:17:25 - mmengine - INFO - Epoch(train) [147][ 200/5005] lr: 1.6911e-02 eta: 10:19:32 time: 0.1388 data_time: 0.0021 memory: 4390 loss: 3.5976 2022/12/07 16:17:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:17:39 - mmengine - INFO - Epoch(train) [147][ 300/5005] lr: 1.6899e-02 eta: 10:19:18 time: 0.1400 data_time: 0.0021 memory: 4390 loss: 2.7696 2022/12/07 16:17:53 - mmengine - INFO - Epoch(train) [147][ 400/5005] lr: 1.6887e-02 eta: 10:19:05 time: 0.1388 data_time: 0.0022 memory: 4390 loss: 2.6325 2022/12/07 16:18:07 - mmengine - INFO - Epoch(train) [147][ 500/5005] lr: 1.6876e-02 eta: 10:18:51 time: 0.1394 data_time: 0.0021 memory: 4390 loss: 2.6331 2022/12/07 16:18:21 - mmengine - INFO - Epoch(train) [147][ 600/5005] lr: 1.6864e-02 eta: 10:18:37 time: 0.1400 data_time: 0.0022 memory: 4390 loss: 2.9642 2022/12/07 16:18:35 - mmengine - INFO - Epoch(train) [147][ 700/5005] lr: 1.6852e-02 eta: 10:18:24 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 2.8538 2022/12/07 16:18:49 - mmengine - INFO - Epoch(train) [147][ 800/5005] lr: 1.6840e-02 eta: 10:18:10 time: 0.1424 data_time: 0.0020 memory: 4390 loss: 2.7528 2022/12/07 16:19:04 - mmengine - INFO - Epoch(train) [147][ 900/5005] lr: 1.6829e-02 eta: 10:17:56 time: 0.1385 data_time: 0.0022 memory: 4390 loss: 2.9800 2022/12/07 16:19:18 - mmengine - INFO - Epoch(train) [147][1000/5005] lr: 1.6817e-02 eta: 10:17:43 time: 0.1446 data_time: 0.0026 memory: 4390 loss: 2.8390 2022/12/07 16:19:32 - mmengine - INFO - Epoch(train) [147][1100/5005] lr: 1.6805e-02 eta: 10:17:29 time: 0.1387 data_time: 0.0022 memory: 4390 loss: 2.8494 2022/12/07 16:19:46 - mmengine - INFO - Epoch(train) [147][1200/5005] lr: 1.6794e-02 eta: 10:17:15 time: 0.1389 data_time: 0.0022 memory: 4390 loss: 3.1751 2022/12/07 16:19:56 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:20:01 - mmengine - INFO - Epoch(train) [147][1300/5005] lr: 1.6782e-02 eta: 10:17:02 time: 0.1389 data_time: 0.0022 memory: 4390 loss: 2.7109 2022/12/07 16:20:15 - mmengine - INFO - Epoch(train) [147][1400/5005] lr: 1.6770e-02 eta: 10:16:48 time: 0.1381 data_time: 0.0021 memory: 4390 loss: 3.2442 2022/12/07 16:20:29 - mmengine - INFO - Epoch(train) [147][1500/5005] lr: 1.6758e-02 eta: 10:16:34 time: 0.1408 data_time: 0.0027 memory: 4390 loss: 2.6086 2022/12/07 16:20:43 - mmengine - INFO - Epoch(train) [147][1600/5005] lr: 1.6747e-02 eta: 10:16:21 time: 0.1400 data_time: 0.0029 memory: 4390 loss: 3.0902 2022/12/07 16:20:57 - mmengine - INFO - Epoch(train) [147][1700/5005] lr: 1.6735e-02 eta: 10:16:07 time: 0.1392 data_time: 0.0028 memory: 4390 loss: 2.6146 2022/12/07 16:21:11 - mmengine - INFO - Epoch(train) [147][1800/5005] lr: 1.6723e-02 eta: 10:15:53 time: 0.1423 data_time: 0.0023 memory: 4390 loss: 2.6948 2022/12/07 16:21:25 - mmengine - INFO - Epoch(train) [147][1900/5005] lr: 1.6711e-02 eta: 10:15:40 time: 0.1391 data_time: 0.0027 memory: 4390 loss: 2.6766 2022/12/07 16:21:40 - mmengine - INFO - Epoch(train) [147][2000/5005] lr: 1.6700e-02 eta: 10:15:26 time: 0.1396 data_time: 0.0026 memory: 4390 loss: 3.1585 2022/12/07 16:21:54 - mmengine - INFO - Epoch(train) [147][2100/5005] lr: 1.6688e-02 eta: 10:15:12 time: 0.1389 data_time: 0.0027 memory: 4390 loss: 3.2842 2022/12/07 16:22:08 - mmengine - INFO - Epoch(train) [147][2200/5005] lr: 1.6676e-02 eta: 10:14:59 time: 0.1415 data_time: 0.0027 memory: 4390 loss: 2.7641 2022/12/07 16:22:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:22:22 - mmengine - INFO - Epoch(train) [147][2300/5005] lr: 1.6665e-02 eta: 10:14:45 time: 0.1415 data_time: 0.0027 memory: 4390 loss: 2.9419 2022/12/07 16:22:37 - mmengine - INFO - Epoch(train) [147][2400/5005] lr: 1.6653e-02 eta: 10:14:31 time: 0.1406 data_time: 0.0028 memory: 4390 loss: 2.9658 2022/12/07 16:22:51 - mmengine - INFO - Epoch(train) [147][2500/5005] lr: 1.6641e-02 eta: 10:14:18 time: 0.1403 data_time: 0.0028 memory: 4390 loss: 3.0508 2022/12/07 16:23:05 - mmengine - INFO - Epoch(train) [147][2600/5005] lr: 1.6630e-02 eta: 10:14:04 time: 0.1394 data_time: 0.0027 memory: 4390 loss: 3.1099 2022/12/07 16:23:19 - mmengine - INFO - Epoch(train) [147][2700/5005] lr: 1.6618e-02 eta: 10:13:50 time: 0.1399 data_time: 0.0029 memory: 4390 loss: 2.5619 2022/12/07 16:23:34 - mmengine - INFO - Epoch(train) [147][2800/5005] lr: 1.6606e-02 eta: 10:13:37 time: 0.1405 data_time: 0.0028 memory: 4390 loss: 2.9066 2022/12/07 16:23:48 - mmengine - INFO - Epoch(train) [147][2900/5005] lr: 1.6595e-02 eta: 10:13:23 time: 0.1397 data_time: 0.0028 memory: 4390 loss: 2.8549 2022/12/07 16:24:02 - mmengine - INFO - Epoch(train) [147][3000/5005] lr: 1.6583e-02 eta: 10:13:09 time: 0.1391 data_time: 0.0025 memory: 4390 loss: 3.0110 2022/12/07 16:24:16 - mmengine - INFO - Epoch(train) [147][3100/5005] lr: 1.6571e-02 eta: 10:12:56 time: 0.1388 data_time: 0.0025 memory: 4390 loss: 2.4005 2022/12/07 16:24:30 - mmengine - INFO - Epoch(train) [147][3200/5005] lr: 1.6560e-02 eta: 10:12:42 time: 0.1389 data_time: 0.0026 memory: 4390 loss: 2.8382 2022/12/07 16:24:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:24:44 - mmengine - INFO - Epoch(train) [147][3300/5005] lr: 1.6548e-02 eta: 10:12:28 time: 0.1400 data_time: 0.0026 memory: 4390 loss: 2.8186 2022/12/07 16:24:58 - mmengine - INFO - Epoch(train) [147][3400/5005] lr: 1.6536e-02 eta: 10:12:15 time: 0.1386 data_time: 0.0026 memory: 4390 loss: 3.3513 2022/12/07 16:25:13 - mmengine - INFO - Epoch(train) [147][3500/5005] lr: 1.6525e-02 eta: 10:12:01 time: 0.1387 data_time: 0.0027 memory: 4390 loss: 2.7353 2022/12/07 16:25:27 - mmengine - INFO - Epoch(train) [147][3600/5005] lr: 1.6513e-02 eta: 10:11:47 time: 0.1424 data_time: 0.0026 memory: 4390 loss: 3.1264 2022/12/07 16:25:41 - mmengine - INFO - Epoch(train) [147][3700/5005] lr: 1.6501e-02 eta: 10:11:34 time: 0.1394 data_time: 0.0027 memory: 4390 loss: 3.3632 2022/12/07 16:25:55 - mmengine - INFO - Epoch(train) [147][3800/5005] lr: 1.6490e-02 eta: 10:11:20 time: 0.1393 data_time: 0.0027 memory: 4390 loss: 2.5230 2022/12/07 16:26:09 - mmengine - INFO - Epoch(train) [147][3900/5005] lr: 1.6478e-02 eta: 10:11:06 time: 0.1401 data_time: 0.0027 memory: 4390 loss: 2.6985 2022/12/07 16:26:23 - mmengine - INFO - Epoch(train) [147][4000/5005] lr: 1.6466e-02 eta: 10:10:52 time: 0.1390 data_time: 0.0028 memory: 4390 loss: 3.1933 2022/12/07 16:26:37 - mmengine - INFO - Epoch(train) [147][4100/5005] lr: 1.6455e-02 eta: 10:10:39 time: 0.1433 data_time: 0.0026 memory: 4390 loss: 2.5191 2022/12/07 16:26:52 - mmengine - INFO - Epoch(train) [147][4200/5005] lr: 1.6443e-02 eta: 10:10:25 time: 0.1413 data_time: 0.0028 memory: 4390 loss: 3.0563 2022/12/07 16:27:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:27:06 - mmengine - INFO - Epoch(train) [147][4300/5005] lr: 1.6431e-02 eta: 10:10:12 time: 0.1401 data_time: 0.0028 memory: 4390 loss: 3.0891 2022/12/07 16:27:20 - mmengine - INFO - Epoch(train) [147][4400/5005] lr: 1.6420e-02 eta: 10:09:58 time: 0.1408 data_time: 0.0028 memory: 4390 loss: 2.7637 2022/12/07 16:27:34 - mmengine - INFO - Epoch(train) [147][4500/5005] lr: 1.6408e-02 eta: 10:09:44 time: 0.1407 data_time: 0.0026 memory: 4390 loss: 2.6772 2022/12/07 16:27:49 - mmengine - INFO - Epoch(train) [147][4600/5005] lr: 1.6397e-02 eta: 10:09:31 time: 0.1400 data_time: 0.0026 memory: 4390 loss: 2.7496 2022/12/07 16:28:03 - mmengine - INFO - Epoch(train) [147][4700/5005] lr: 1.6385e-02 eta: 10:09:17 time: 0.1399 data_time: 0.0035 memory: 4390 loss: 3.3504 2022/12/07 16:28:17 - mmengine - INFO - Epoch(train) [147][4800/5005] lr: 1.6373e-02 eta: 10:09:03 time: 0.1402 data_time: 0.0033 memory: 4390 loss: 3.1263 2022/12/07 16:28:31 - mmengine - INFO - Epoch(train) [147][4900/5005] lr: 1.6362e-02 eta: 10:08:50 time: 0.1399 data_time: 0.0033 memory: 4390 loss: 2.7116 2022/12/07 16:28:46 - mmengine - INFO - Epoch(train) [147][5000/5005] lr: 1.6350e-02 eta: 10:08:36 time: 0.1412 data_time: 0.0042 memory: 4390 loss: 2.9543 2022/12/07 16:28:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:28:46 - mmengine - INFO - Saving checkpoint at 147 epochs 2022/12/07 16:28:56 - mmengine - INFO - Epoch(val) [147][100/196] eta: 0:00:07 time: 0.0777 data_time: 0.0472 memory: 4390 2022/12/07 16:29:15 - mmengine - INFO - Epoch(val) [147][196/196] accuracy/top1: 74.5060 accuracy/top5: 92.2220 2022/12/07 16:29:30 - mmengine - INFO - Epoch(train) [148][ 100/5005] lr: 1.6338e-02 eta: 10:08:22 time: 0.1400 data_time: 0.0022 memory: 4390 loss: 2.4053 2022/12/07 16:29:44 - mmengine - INFO - Epoch(train) [148][ 200/5005] lr: 1.6326e-02 eta: 10:08:08 time: 0.1460 data_time: 0.0021 memory: 4390 loss: 2.9994 2022/12/07 16:29:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:29:58 - mmengine - INFO - Epoch(train) [148][ 300/5005] lr: 1.6315e-02 eta: 10:07:54 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 2.8692 2022/12/07 16:30:13 - mmengine - INFO - Epoch(train) [148][ 400/5005] lr: 1.6303e-02 eta: 10:07:41 time: 0.1392 data_time: 0.0019 memory: 4390 loss: 3.1626 2022/12/07 16:30:27 - mmengine - INFO - Epoch(train) [148][ 500/5005] lr: 1.6291e-02 eta: 10:07:27 time: 0.1405 data_time: 0.0020 memory: 4390 loss: 2.8173 2022/12/07 16:30:41 - mmengine - INFO - Epoch(train) [148][ 600/5005] lr: 1.6280e-02 eta: 10:07:14 time: 0.1390 data_time: 0.0020 memory: 4390 loss: 2.4462 2022/12/07 16:30:55 - mmengine - INFO - Epoch(train) [148][ 700/5005] lr: 1.6268e-02 eta: 10:07:00 time: 0.1421 data_time: 0.0027 memory: 4390 loss: 3.4996 2022/12/07 16:31:10 - mmengine - INFO - Epoch(train) [148][ 800/5005] lr: 1.6257e-02 eta: 10:06:46 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 2.7723 2022/12/07 16:31:24 - mmengine - INFO - Epoch(train) [148][ 900/5005] lr: 1.6245e-02 eta: 10:06:33 time: 0.1415 data_time: 0.0020 memory: 4390 loss: 2.7775 2022/12/07 16:31:38 - mmengine - INFO - Epoch(train) [148][1000/5005] lr: 1.6234e-02 eta: 10:06:19 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 2.5688 2022/12/07 16:31:52 - mmengine - INFO - Epoch(train) [148][1100/5005] lr: 1.6222e-02 eta: 10:06:05 time: 0.1388 data_time: 0.0021 memory: 4390 loss: 2.7132 2022/12/07 16:32:06 - mmengine - INFO - Epoch(train) [148][1200/5005] lr: 1.6210e-02 eta: 10:05:52 time: 0.1400 data_time: 0.0020 memory: 4390 loss: 3.0568 2022/12/07 16:32:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:32:20 - mmengine - INFO - Epoch(train) [148][1300/5005] lr: 1.6199e-02 eta: 10:05:38 time: 0.1389 data_time: 0.0020 memory: 4390 loss: 2.7858 2022/12/07 16:32:34 - mmengine - INFO - Epoch(train) [148][1400/5005] lr: 1.6187e-02 eta: 10:05:24 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 3.0182 2022/12/07 16:32:49 - mmengine - INFO - Epoch(train) [148][1500/5005] lr: 1.6176e-02 eta: 10:05:11 time: 0.1407 data_time: 0.0023 memory: 4390 loss: 3.3365 2022/12/07 16:33:03 - mmengine - INFO - Epoch(train) [148][1600/5005] lr: 1.6164e-02 eta: 10:04:57 time: 0.1388 data_time: 0.0023 memory: 4390 loss: 3.2214 2022/12/07 16:33:17 - mmengine - INFO - Epoch(train) [148][1700/5005] lr: 1.6153e-02 eta: 10:04:43 time: 0.1384 data_time: 0.0021 memory: 4390 loss: 3.0258 2022/12/07 16:33:31 - mmengine - INFO - Epoch(train) [148][1800/5005] lr: 1.6141e-02 eta: 10:04:29 time: 0.1401 data_time: 0.0023 memory: 4390 loss: 2.4345 2022/12/07 16:33:45 - mmengine - INFO - Epoch(train) [148][1900/5005] lr: 1.6130e-02 eta: 10:04:16 time: 0.1400 data_time: 0.0024 memory: 4390 loss: 2.8561 2022/12/07 16:33:59 - mmengine - INFO - Epoch(train) [148][2000/5005] lr: 1.6118e-02 eta: 10:04:02 time: 0.1393 data_time: 0.0024 memory: 4390 loss: 2.9064 2022/12/07 16:34:13 - mmengine - INFO - Epoch(train) [148][2100/5005] lr: 1.6106e-02 eta: 10:03:48 time: 0.1424 data_time: 0.0021 memory: 4390 loss: 3.1076 2022/12/07 16:34:28 - mmengine - INFO - Epoch(train) [148][2200/5005] lr: 1.6095e-02 eta: 10:03:35 time: 0.1413 data_time: 0.0022 memory: 4390 loss: 2.8136 2022/12/07 16:34:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:34:42 - mmengine - INFO - Epoch(train) [148][2300/5005] lr: 1.6083e-02 eta: 10:03:21 time: 0.1457 data_time: 0.0021 memory: 4390 loss: 2.6613 2022/12/07 16:34:56 - mmengine - INFO - Epoch(train) [148][2400/5005] lr: 1.6072e-02 eta: 10:03:07 time: 0.1407 data_time: 0.0022 memory: 4390 loss: 2.6621 2022/12/07 16:35:10 - mmengine - INFO - Epoch(train) [148][2500/5005] lr: 1.6060e-02 eta: 10:02:54 time: 0.1389 data_time: 0.0027 memory: 4390 loss: 2.6672 2022/12/07 16:35:24 - mmengine - INFO - Epoch(train) [148][2600/5005] lr: 1.6049e-02 eta: 10:02:40 time: 0.1452 data_time: 0.0029 memory: 4390 loss: 2.7150 2022/12/07 16:35:39 - mmengine - INFO - Epoch(train) [148][2700/5005] lr: 1.6037e-02 eta: 10:02:26 time: 0.1389 data_time: 0.0029 memory: 4390 loss: 3.0111 2022/12/07 16:35:53 - mmengine - INFO - Epoch(train) [148][2800/5005] lr: 1.6026e-02 eta: 10:02:13 time: 0.1386 data_time: 0.0026 memory: 4390 loss: 2.6585 2022/12/07 16:36:07 - mmengine - INFO - Epoch(train) [148][2900/5005] lr: 1.6014e-02 eta: 10:01:59 time: 0.1385 data_time: 0.0027 memory: 4390 loss: 2.7940 2022/12/07 16:36:21 - mmengine - INFO - Epoch(train) [148][3000/5005] lr: 1.6003e-02 eta: 10:01:45 time: 0.1388 data_time: 0.0029 memory: 4390 loss: 2.8667 2022/12/07 16:36:35 - mmengine - INFO - Epoch(train) [148][3100/5005] lr: 1.5991e-02 eta: 10:01:32 time: 0.1390 data_time: 0.0028 memory: 4390 loss: 3.0897 2022/12/07 16:36:49 - mmengine - INFO - Epoch(train) [148][3200/5005] lr: 1.5980e-02 eta: 10:01:18 time: 0.1394 data_time: 0.0022 memory: 4390 loss: 2.8883 2022/12/07 16:36:58 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:37:03 - mmengine - INFO - Epoch(train) [148][3300/5005] lr: 1.5968e-02 eta: 10:01:04 time: 0.1444 data_time: 0.0025 memory: 4390 loss: 2.8636 2022/12/07 16:37:17 - mmengine - INFO - Epoch(train) [148][3400/5005] lr: 1.5957e-02 eta: 10:00:51 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 2.4200 2022/12/07 16:37:31 - mmengine - INFO - Epoch(train) [148][3500/5005] lr: 1.5945e-02 eta: 10:00:37 time: 0.1405 data_time: 0.0021 memory: 4390 loss: 2.5860 2022/12/07 16:37:45 - mmengine - INFO - Epoch(train) [148][3600/5005] lr: 1.5934e-02 eta: 10:00:23 time: 0.1409 data_time: 0.0022 memory: 4390 loss: 2.9560 2022/12/07 16:37:59 - mmengine - INFO - Epoch(train) [148][3700/5005] lr: 1.5922e-02 eta: 10:00:09 time: 0.1399 data_time: 0.0023 memory: 4390 loss: 2.9357 2022/12/07 16:38:14 - mmengine - INFO - Epoch(train) [148][3800/5005] lr: 1.5911e-02 eta: 9:59:56 time: 0.1400 data_time: 0.0023 memory: 4390 loss: 2.6193 2022/12/07 16:38:28 - mmengine - INFO - Epoch(train) [148][3900/5005] lr: 1.5899e-02 eta: 9:59:42 time: 0.1410 data_time: 0.0024 memory: 4390 loss: 2.8600 2022/12/07 16:38:42 - mmengine - INFO - Epoch(train) [148][4000/5005] lr: 1.5888e-02 eta: 9:59:28 time: 0.1442 data_time: 0.0024 memory: 4390 loss: 2.8104 2022/12/07 16:38:56 - mmengine - INFO - Epoch(train) [148][4100/5005] lr: 1.5876e-02 eta: 9:59:15 time: 0.1408 data_time: 0.0023 memory: 4390 loss: 2.4260 2022/12/07 16:39:10 - mmengine - INFO - Epoch(train) [148][4200/5005] lr: 1.5865e-02 eta: 9:59:01 time: 0.1386 data_time: 0.0026 memory: 4390 loss: 2.9958 2022/12/07 16:39:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:39:24 - mmengine - INFO - Epoch(train) [148][4300/5005] lr: 1.5853e-02 eta: 9:58:47 time: 0.1387 data_time: 0.0024 memory: 4390 loss: 2.7500 2022/12/07 16:39:39 - mmengine - INFO - Epoch(train) [148][4400/5005] lr: 1.5842e-02 eta: 9:58:34 time: 0.1390 data_time: 0.0025 memory: 4390 loss: 2.4317 2022/12/07 16:39:53 - mmengine - INFO - Epoch(train) [148][4500/5005] lr: 1.5831e-02 eta: 9:58:20 time: 0.1391 data_time: 0.0022 memory: 4390 loss: 2.6742 2022/12/07 16:40:07 - mmengine - INFO - Epoch(train) [148][4600/5005] lr: 1.5819e-02 eta: 9:58:06 time: 0.1387 data_time: 0.0024 memory: 4390 loss: 2.7212 2022/12/07 16:40:21 - mmengine - INFO - Epoch(train) [148][4700/5005] lr: 1.5808e-02 eta: 9:57:53 time: 0.1390 data_time: 0.0022 memory: 4390 loss: 2.6274 2022/12/07 16:40:35 - mmengine - INFO - Epoch(train) [148][4800/5005] lr: 1.5796e-02 eta: 9:57:39 time: 0.1383 data_time: 0.0024 memory: 4390 loss: 3.3692 2022/12/07 16:40:49 - mmengine - INFO - Epoch(train) [148][4900/5005] lr: 1.5785e-02 eta: 9:57:25 time: 0.1422 data_time: 0.0025 memory: 4390 loss: 3.0145 2022/12/07 16:41:03 - mmengine - INFO - Epoch(train) [148][5000/5005] lr: 1.5773e-02 eta: 9:57:11 time: 0.1402 data_time: 0.0031 memory: 4390 loss: 3.0829 2022/12/07 16:41:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:41:04 - mmengine - INFO - Saving checkpoint at 148 epochs 2022/12/07 16:41:14 - mmengine - INFO - Epoch(val) [148][100/196] eta: 0:00:07 time: 0.0741 data_time: 0.0440 memory: 4390 2022/12/07 16:41:33 - mmengine - INFO - Epoch(val) [148][196/196] accuracy/top1: 74.4520 accuracy/top5: 92.3680 2022/12/07 16:41:48 - mmengine - INFO - Epoch(train) [149][ 100/5005] lr: 1.5761e-02 eta: 9:56:57 time: 0.1413 data_time: 0.0028 memory: 4390 loss: 2.8283 2022/12/07 16:42:02 - mmengine - INFO - Epoch(train) [149][ 200/5005] lr: 1.5750e-02 eta: 9:56:43 time: 0.1418 data_time: 0.0030 memory: 4390 loss: 3.0417 2022/12/07 16:42:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:42:16 - mmengine - INFO - Epoch(train) [149][ 300/5005] lr: 1.5738e-02 eta: 9:56:30 time: 0.1404 data_time: 0.0032 memory: 4390 loss: 2.8542 2022/12/07 16:42:31 - mmengine - INFO - Epoch(train) [149][ 400/5005] lr: 1.5727e-02 eta: 9:56:16 time: 0.1405 data_time: 0.0031 memory: 4390 loss: 3.3288 2022/12/07 16:42:45 - mmengine - INFO - Epoch(train) [149][ 500/5005] lr: 1.5716e-02 eta: 9:56:02 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 2.8934 2022/12/07 16:42:59 - mmengine - INFO - Epoch(train) [149][ 600/5005] lr: 1.5704e-02 eta: 9:55:49 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 2.5326 2022/12/07 16:43:13 - mmengine - INFO - Epoch(train) [149][ 700/5005] lr: 1.5693e-02 eta: 9:55:35 time: 0.1402 data_time: 0.0021 memory: 4390 loss: 2.7652 2022/12/07 16:43:28 - mmengine - INFO - Epoch(train) [149][ 800/5005] lr: 1.5681e-02 eta: 9:55:22 time: 0.1497 data_time: 0.0022 memory: 4390 loss: 3.2879 2022/12/07 16:43:42 - mmengine - INFO - Epoch(train) [149][ 900/5005] lr: 1.5670e-02 eta: 9:55:08 time: 0.1403 data_time: 0.0021 memory: 4390 loss: 2.3132 2022/12/07 16:43:56 - mmengine - INFO - Epoch(train) [149][1000/5005] lr: 1.5659e-02 eta: 9:54:54 time: 0.1406 data_time: 0.0019 memory: 4390 loss: 2.8979 2022/12/07 16:44:10 - mmengine - INFO - Epoch(train) [149][1100/5005] lr: 1.5647e-02 eta: 9:54:41 time: 0.1404 data_time: 0.0020 memory: 4390 loss: 2.7363 2022/12/07 16:44:25 - mmengine - INFO - Epoch(train) [149][1200/5005] lr: 1.5636e-02 eta: 9:54:27 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 2.6507 2022/12/07 16:44:33 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:44:39 - mmengine - INFO - Epoch(train) [149][1300/5005] lr: 1.5624e-02 eta: 9:54:13 time: 0.1396 data_time: 0.0022 memory: 4390 loss: 2.6370 2022/12/07 16:44:53 - mmengine - INFO - Epoch(train) [149][1400/5005] lr: 1.5613e-02 eta: 9:54:00 time: 0.1401 data_time: 0.0021 memory: 4390 loss: 2.6211 2022/12/07 16:45:07 - mmengine - INFO - Epoch(train) [149][1500/5005] lr: 1.5602e-02 eta: 9:53:46 time: 0.1396 data_time: 0.0021 memory: 4390 loss: 2.9591 2022/12/07 16:45:22 - mmengine - INFO - Epoch(train) [149][1600/5005] lr: 1.5590e-02 eta: 9:53:32 time: 0.1401 data_time: 0.0020 memory: 4390 loss: 2.6970 2022/12/07 16:45:36 - mmengine - INFO - Epoch(train) [149][1700/5005] lr: 1.5579e-02 eta: 9:53:19 time: 0.1390 data_time: 0.0022 memory: 4390 loss: 2.6582 2022/12/07 16:45:50 - mmengine - INFO - Epoch(train) [149][1800/5005] lr: 1.5567e-02 eta: 9:53:05 time: 0.1399 data_time: 0.0022 memory: 4390 loss: 3.6281 2022/12/07 16:46:04 - mmengine - INFO - Epoch(train) [149][1900/5005] lr: 1.5556e-02 eta: 9:52:51 time: 0.1401 data_time: 0.0021 memory: 4390 loss: 2.3490 2022/12/07 16:46:18 - mmengine - INFO - Epoch(train) [149][2000/5005] lr: 1.5545e-02 eta: 9:52:38 time: 0.1411 data_time: 0.0023 memory: 4390 loss: 2.4799 2022/12/07 16:46:32 - mmengine - INFO - Epoch(train) [149][2100/5005] lr: 1.5533e-02 eta: 9:52:24 time: 0.1391 data_time: 0.0021 memory: 4390 loss: 3.2727 2022/12/07 16:46:46 - mmengine - INFO - Epoch(train) [149][2200/5005] lr: 1.5522e-02 eta: 9:52:10 time: 0.1400 data_time: 0.0020 memory: 4390 loss: 3.2264 2022/12/07 16:46:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:47:01 - mmengine - INFO - Epoch(train) [149][2300/5005] lr: 1.5511e-02 eta: 9:51:57 time: 0.1391 data_time: 0.0021 memory: 4390 loss: 3.0111 2022/12/07 16:47:15 - mmengine - INFO - Epoch(train) [149][2400/5005] lr: 1.5499e-02 eta: 9:51:43 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 2.8497 2022/12/07 16:47:29 - mmengine - INFO - Epoch(train) [149][2500/5005] lr: 1.5488e-02 eta: 9:51:29 time: 0.1401 data_time: 0.0020 memory: 4390 loss: 3.2814 2022/12/07 16:47:43 - mmengine - INFO - Epoch(train) [149][2600/5005] lr: 1.5476e-02 eta: 9:51:16 time: 0.1393 data_time: 0.0021 memory: 4390 loss: 2.9824 2022/12/07 16:47:57 - mmengine - INFO - Epoch(train) [149][2700/5005] lr: 1.5465e-02 eta: 9:51:02 time: 0.1417 data_time: 0.0021 memory: 4390 loss: 2.8550 2022/12/07 16:48:11 - mmengine - INFO - Epoch(train) [149][2800/5005] lr: 1.5454e-02 eta: 9:50:48 time: 0.1389 data_time: 0.0021 memory: 4390 loss: 2.8015 2022/12/07 16:48:25 - mmengine - INFO - Epoch(train) [149][2900/5005] lr: 1.5442e-02 eta: 9:50:35 time: 0.1402 data_time: 0.0022 memory: 4390 loss: 3.2509 2022/12/07 16:48:40 - mmengine - INFO - Epoch(train) [149][3000/5005] lr: 1.5431e-02 eta: 9:50:21 time: 0.1405 data_time: 0.0021 memory: 4390 loss: 2.8847 2022/12/07 16:48:54 - mmengine - INFO - Epoch(train) [149][3100/5005] lr: 1.5420e-02 eta: 9:50:07 time: 0.1415 data_time: 0.0022 memory: 4390 loss: 2.9855 2022/12/07 16:49:08 - mmengine - INFO - Epoch(train) [149][3200/5005] lr: 1.5408e-02 eta: 9:49:53 time: 0.1408 data_time: 0.0022 memory: 4390 loss: 2.7234 2022/12/07 16:49:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:49:22 - mmengine - INFO - Epoch(train) [149][3300/5005] lr: 1.5397e-02 eta: 9:49:40 time: 0.1468 data_time: 0.0022 memory: 4390 loss: 2.8407 2022/12/07 16:49:36 - mmengine - INFO - Epoch(train) [149][3400/5005] lr: 1.5386e-02 eta: 9:49:26 time: 0.1419 data_time: 0.0020 memory: 4390 loss: 2.6440 2022/12/07 16:49:51 - mmengine - INFO - Epoch(train) [149][3500/5005] lr: 1.5374e-02 eta: 9:49:13 time: 0.1448 data_time: 0.0022 memory: 4390 loss: 2.5682 2022/12/07 16:50:05 - mmengine - INFO - Epoch(train) [149][3600/5005] lr: 1.5363e-02 eta: 9:48:59 time: 0.1436 data_time: 0.0021 memory: 4390 loss: 2.9808 2022/12/07 16:50:20 - mmengine - INFO - Epoch(train) [149][3700/5005] lr: 1.5352e-02 eta: 9:48:45 time: 0.1447 data_time: 0.0020 memory: 4390 loss: 2.4553 2022/12/07 16:50:34 - mmengine - INFO - Epoch(train) [149][3800/5005] lr: 1.5341e-02 eta: 9:48:32 time: 0.1429 data_time: 0.0021 memory: 4390 loss: 3.0477 2022/12/07 16:50:49 - mmengine - INFO - Epoch(train) [149][3900/5005] lr: 1.5329e-02 eta: 9:48:18 time: 0.1440 data_time: 0.0021 memory: 4390 loss: 2.5816 2022/12/07 16:51:03 - mmengine - INFO - Epoch(train) [149][4000/5005] lr: 1.5318e-02 eta: 9:48:05 time: 0.1426 data_time: 0.0021 memory: 4390 loss: 2.9523 2022/12/07 16:51:18 - mmengine - INFO - Epoch(train) [149][4100/5005] lr: 1.5307e-02 eta: 9:47:51 time: 0.1428 data_time: 0.0021 memory: 4390 loss: 2.9339 2022/12/07 16:51:32 - mmengine - INFO - Epoch(train) [149][4200/5005] lr: 1.5295e-02 eta: 9:47:38 time: 0.1427 data_time: 0.0021 memory: 4390 loss: 2.6717 2022/12/07 16:51:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:51:46 - mmengine - INFO - Epoch(train) [149][4300/5005] lr: 1.5284e-02 eta: 9:47:24 time: 0.1435 data_time: 0.0020 memory: 4390 loss: 3.1111 2022/12/07 16:52:01 - mmengine - INFO - Epoch(train) [149][4400/5005] lr: 1.5273e-02 eta: 9:47:10 time: 0.1437 data_time: 0.0021 memory: 4390 loss: 2.8394 2022/12/07 16:52:15 - mmengine - INFO - Epoch(train) [149][4500/5005] lr: 1.5261e-02 eta: 9:46:57 time: 0.1398 data_time: 0.0030 memory: 4390 loss: 2.9747 2022/12/07 16:52:29 - mmengine - INFO - Epoch(train) [149][4600/5005] lr: 1.5250e-02 eta: 9:46:43 time: 0.1414 data_time: 0.0029 memory: 4390 loss: 3.2707 2022/12/07 16:52:43 - mmengine - INFO - Epoch(train) [149][4700/5005] lr: 1.5239e-02 eta: 9:46:29 time: 0.1396 data_time: 0.0028 memory: 4390 loss: 2.6099 2022/12/07 16:52:58 - mmengine - INFO - Epoch(train) [149][4800/5005] lr: 1.5228e-02 eta: 9:46:16 time: 0.1404 data_time: 0.0029 memory: 4390 loss: 2.4350 2022/12/07 16:53:12 - mmengine - INFO - Epoch(train) [149][4900/5005] lr: 1.5216e-02 eta: 9:46:02 time: 0.1400 data_time: 0.0026 memory: 4390 loss: 2.9061 2022/12/07 16:53:26 - mmengine - INFO - Epoch(train) [149][5000/5005] lr: 1.5205e-02 eta: 9:45:48 time: 0.1409 data_time: 0.0036 memory: 4390 loss: 3.0786 2022/12/07 16:53:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:53:27 - mmengine - INFO - Saving checkpoint at 149 epochs 2022/12/07 16:53:37 - mmengine - INFO - Epoch(val) [149][100/196] eta: 0:00:07 time: 0.0726 data_time: 0.0419 memory: 4390 2022/12/07 16:53:55 - mmengine - INFO - Epoch(val) [149][196/196] accuracy/top1: 74.3660 accuracy/top5: 92.4220 2022/12/07 16:54:10 - mmengine - INFO - Epoch(train) [150][ 100/5005] lr: 1.5193e-02 eta: 9:45:34 time: 0.1416 data_time: 0.0024 memory: 4391 loss: 2.9341 2022/12/07 16:54:24 - mmengine - INFO - Epoch(train) [150][ 200/5005] lr: 1.5182e-02 eta: 9:45:21 time: 0.1387 data_time: 0.0023 memory: 4390 loss: 3.1931 2022/12/07 16:54:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:54:38 - mmengine - INFO - Epoch(train) [150][ 300/5005] lr: 1.5171e-02 eta: 9:45:07 time: 0.1402 data_time: 0.0022 memory: 4390 loss: 2.7599 2022/12/07 16:54:53 - mmengine - INFO - Epoch(train) [150][ 400/5005] lr: 1.5159e-02 eta: 9:44:53 time: 0.1472 data_time: 0.0022 memory: 4390 loss: 3.4865 2022/12/07 16:55:07 - mmengine - INFO - Epoch(train) [150][ 500/5005] lr: 1.5148e-02 eta: 9:44:40 time: 0.1397 data_time: 0.0021 memory: 4390 loss: 2.3088 2022/12/07 16:55:21 - mmengine - INFO - Epoch(train) [150][ 600/5005] lr: 1.5137e-02 eta: 9:44:26 time: 0.1408 data_time: 0.0021 memory: 4390 loss: 2.8649 2022/12/07 16:55:35 - mmengine - INFO - Epoch(train) [150][ 700/5005] lr: 1.5126e-02 eta: 9:44:12 time: 0.1417 data_time: 0.0021 memory: 4390 loss: 2.9576 2022/12/07 16:55:50 - mmengine - INFO - Epoch(train) [150][ 800/5005] lr: 1.5114e-02 eta: 9:43:59 time: 0.1404 data_time: 0.0035 memory: 4390 loss: 2.7136 2022/12/07 16:56:04 - mmengine - INFO - Epoch(train) [150][ 900/5005] lr: 1.5103e-02 eta: 9:43:45 time: 0.1398 data_time: 0.0021 memory: 4390 loss: 3.1291 2022/12/07 16:56:18 - mmengine - INFO - Epoch(train) [150][1000/5005] lr: 1.5092e-02 eta: 9:43:31 time: 0.1422 data_time: 0.0025 memory: 4390 loss: 2.8814 2022/12/07 16:56:32 - mmengine - INFO - Epoch(train) [150][1100/5005] lr: 1.5081e-02 eta: 9:43:18 time: 0.1421 data_time: 0.0023 memory: 4390 loss: 2.7001 2022/12/07 16:56:47 - mmengine - INFO - Epoch(train) [150][1200/5005] lr: 1.5069e-02 eta: 9:43:04 time: 0.1405 data_time: 0.0021 memory: 4390 loss: 2.8757 2022/12/07 16:56:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:57:01 - mmengine - INFO - Epoch(train) [150][1300/5005] lr: 1.5058e-02 eta: 9:42:50 time: 0.1403 data_time: 0.0024 memory: 4390 loss: 3.1501 2022/12/07 16:57:15 - mmengine - INFO - Epoch(train) [150][1400/5005] lr: 1.5047e-02 eta: 9:42:37 time: 0.1401 data_time: 0.0021 memory: 4390 loss: 2.4667 2022/12/07 16:57:29 - mmengine - INFO - Epoch(train) [150][1500/5005] lr: 1.5036e-02 eta: 9:42:23 time: 0.1406 data_time: 0.0022 memory: 4390 loss: 3.1064 2022/12/07 16:57:44 - mmengine - INFO - Epoch(train) [150][1600/5005] lr: 1.5025e-02 eta: 9:42:09 time: 0.1411 data_time: 0.0022 memory: 4390 loss: 2.7498 2022/12/07 16:57:58 - mmengine - INFO - Epoch(train) [150][1700/5005] lr: 1.5013e-02 eta: 9:41:56 time: 0.1417 data_time: 0.0026 memory: 4390 loss: 3.3223 2022/12/07 16:58:12 - mmengine - INFO - Epoch(train) [150][1800/5005] lr: 1.5002e-02 eta: 9:41:42 time: 0.1405 data_time: 0.0023 memory: 4390 loss: 2.9296 2022/12/07 16:58:26 - mmengine - INFO - Epoch(train) [150][1900/5005] lr: 1.4991e-02 eta: 9:41:29 time: 0.1400 data_time: 0.0023 memory: 4390 loss: 2.7467 2022/12/07 16:58:41 - mmengine - INFO - Epoch(train) [150][2000/5005] lr: 1.4980e-02 eta: 9:41:15 time: 0.1386 data_time: 0.0022 memory: 4390 loss: 2.6992 2022/12/07 16:58:55 - mmengine - INFO - Epoch(train) [150][2100/5005] lr: 1.4969e-02 eta: 9:41:01 time: 0.1413 data_time: 0.0023 memory: 4390 loss: 3.0117 2022/12/07 16:59:09 - mmengine - INFO - Epoch(train) [150][2200/5005] lr: 1.4957e-02 eta: 9:40:48 time: 0.1397 data_time: 0.0022 memory: 4390 loss: 3.3951 2022/12/07 16:59:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 16:59:23 - mmengine - INFO - Epoch(train) [150][2300/5005] lr: 1.4946e-02 eta: 9:40:34 time: 0.1396 data_time: 0.0023 memory: 4390 loss: 2.7696 2022/12/07 16:59:37 - mmengine - INFO - Epoch(train) [150][2400/5005] lr: 1.4935e-02 eta: 9:40:20 time: 0.1388 data_time: 0.0023 memory: 4390 loss: 3.5044 2022/12/07 16:59:51 - mmengine - INFO - Epoch(train) [150][2500/5005] lr: 1.4924e-02 eta: 9:40:07 time: 0.1387 data_time: 0.0023 memory: 4390 loss: 2.8781 2022/12/07 17:00:06 - mmengine - INFO - Epoch(train) [150][2600/5005] lr: 1.4913e-02 eta: 9:39:53 time: 0.1390 data_time: 0.0030 memory: 4390 loss: 2.9033 2022/12/07 17:00:20 - mmengine - INFO - Epoch(train) [150][2700/5005] lr: 1.4901e-02 eta: 9:39:39 time: 0.1457 data_time: 0.0023 memory: 4390 loss: 2.7315 2022/12/07 17:00:34 - mmengine - INFO - Epoch(train) [150][2800/5005] lr: 1.4890e-02 eta: 9:39:25 time: 0.1386 data_time: 0.0023 memory: 4390 loss: 3.2562 2022/12/07 17:00:48 - mmengine - INFO - Epoch(train) [150][2900/5005] lr: 1.4879e-02 eta: 9:39:12 time: 0.1493 data_time: 0.0023 memory: 4390 loss: 2.8232 2022/12/07 17:01:02 - mmengine - INFO - Epoch(train) [150][3000/5005] lr: 1.4868e-02 eta: 9:38:58 time: 0.1387 data_time: 0.0023 memory: 4390 loss: 2.4847 2022/12/07 17:01:16 - mmengine - INFO - Epoch(train) [150][3100/5005] lr: 1.4857e-02 eta: 9:38:44 time: 0.1392 data_time: 0.0025 memory: 4390 loss: 2.5236 2022/12/07 17:01:30 - mmengine - INFO - Epoch(train) [150][3200/5005] lr: 1.4846e-02 eta: 9:38:31 time: 0.1404 data_time: 0.0022 memory: 4390 loss: 2.7768 2022/12/07 17:01:38 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:01:44 - mmengine - INFO - Epoch(train) [150][3300/5005] lr: 1.4834e-02 eta: 9:38:17 time: 0.1394 data_time: 0.0021 memory: 4390 loss: 3.1962 2022/12/07 17:01:58 - mmengine - INFO - Epoch(train) [150][3400/5005] lr: 1.4823e-02 eta: 9:38:03 time: 0.1393 data_time: 0.0022 memory: 4390 loss: 2.5297 2022/12/07 17:02:12 - mmengine - INFO - Epoch(train) [150][3500/5005] lr: 1.4812e-02 eta: 9:37:49 time: 0.1406 data_time: 0.0024 memory: 4390 loss: 2.6717 2022/12/07 17:02:27 - mmengine - INFO - Epoch(train) [150][3600/5005] lr: 1.4801e-02 eta: 9:37:36 time: 0.1386 data_time: 0.0023 memory: 4390 loss: 2.9437 2022/12/07 17:02:41 - mmengine - INFO - Epoch(train) [150][3700/5005] lr: 1.4790e-02 eta: 9:37:22 time: 0.1388 data_time: 0.0023 memory: 4390 loss: 2.6899 2022/12/07 17:02:55 - mmengine - INFO - Epoch(train) [150][3800/5005] lr: 1.4779e-02 eta: 9:37:08 time: 0.1395 data_time: 0.0023 memory: 4390 loss: 2.9530 2022/12/07 17:03:09 - mmengine - INFO - Epoch(train) [150][3900/5005] lr: 1.4768e-02 eta: 9:36:55 time: 0.1403 data_time: 0.0024 memory: 4390 loss: 2.8272 2022/12/07 17:03:23 - mmengine - INFO - Epoch(train) [150][4000/5005] lr: 1.4756e-02 eta: 9:36:41 time: 0.1386 data_time: 0.0024 memory: 4390 loss: 2.5980 2022/12/07 17:03:37 - mmengine - INFO - Epoch(train) [150][4100/5005] lr: 1.4745e-02 eta: 9:36:27 time: 0.1398 data_time: 0.0026 memory: 4390 loss: 2.6800 2022/12/07 17:03:51 - mmengine - INFO - Epoch(train) [150][4200/5005] lr: 1.4734e-02 eta: 9:36:14 time: 0.1402 data_time: 0.0025 memory: 4390 loss: 3.4189 2022/12/07 17:03:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:04:06 - mmengine - INFO - Epoch(train) [150][4300/5005] lr: 1.4723e-02 eta: 9:36:00 time: 0.1405 data_time: 0.0022 memory: 4390 loss: 2.7938 2022/12/07 17:04:20 - mmengine - INFO - Epoch(train) [150][4400/5005] lr: 1.4712e-02 eta: 9:35:46 time: 0.1388 data_time: 0.0024 memory: 4390 loss: 3.0366 2022/12/07 17:04:34 - mmengine - INFO - Epoch(train) [150][4500/5005] lr: 1.4701e-02 eta: 9:35:33 time: 0.1389 data_time: 0.0023 memory: 4390 loss: 2.3137 2022/12/07 17:04:48 - mmengine - INFO - Epoch(train) [150][4600/5005] lr: 1.4690e-02 eta: 9:35:19 time: 0.1414 data_time: 0.0023 memory: 4390 loss: 2.7969 2022/12/07 17:05:02 - mmengine - INFO - Epoch(train) [150][4700/5005] lr: 1.4679e-02 eta: 9:35:05 time: 0.1395 data_time: 0.0025 memory: 4390 loss: 2.5770 2022/12/07 17:05:16 - mmengine - INFO - Epoch(train) [150][4800/5005] lr: 1.4668e-02 eta: 9:34:51 time: 0.1473 data_time: 0.0024 memory: 4390 loss: 2.5385 2022/12/07 17:05:31 - mmengine - INFO - Epoch(train) [150][4900/5005] lr: 1.4656e-02 eta: 9:34:38 time: 0.1422 data_time: 0.0022 memory: 4390 loss: 2.7027 2022/12/07 17:05:45 - mmengine - INFO - Epoch(train) [150][5000/5005] lr: 1.4645e-02 eta: 9:34:24 time: 0.1418 data_time: 0.0031 memory: 4390 loss: 3.1353 2022/12/07 17:05:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:05:46 - mmengine - INFO - Saving checkpoint at 150 epochs 2022/12/07 17:05:56 - mmengine - INFO - Epoch(val) [150][100/196] eta: 0:00:07 time: 0.0769 data_time: 0.0411 memory: 4390 2022/12/07 17:06:14 - mmengine - INFO - Epoch(val) [150][196/196] accuracy/top1: 74.6240 accuracy/top5: 92.4340 2022/12/07 17:06:29 - mmengine - INFO - Epoch(train) [151][ 100/5005] lr: 1.4634e-02 eta: 9:34:10 time: 0.1402 data_time: 0.0023 memory: 4391 loss: 2.5537 2022/12/07 17:06:44 - mmengine - INFO - Epoch(train) [151][ 200/5005] lr: 1.4623e-02 eta: 9:33:56 time: 0.1421 data_time: 0.0023 memory: 4390 loss: 2.7209 2022/12/07 17:06:51 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:06:58 - mmengine - INFO - Epoch(train) [151][ 300/5005] lr: 1.4611e-02 eta: 9:33:43 time: 0.1413 data_time: 0.0035 memory: 4390 loss: 3.0713 2022/12/07 17:07:12 - mmengine - INFO - Epoch(train) [151][ 400/5005] lr: 1.4600e-02 eta: 9:33:29 time: 0.1403 data_time: 0.0021 memory: 4390 loss: 2.9063 2022/12/07 17:07:26 - mmengine - INFO - Epoch(train) [151][ 500/5005] lr: 1.4589e-02 eta: 9:33:15 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 2.6405 2022/12/07 17:07:40 - mmengine - INFO - Epoch(train) [151][ 600/5005] lr: 1.4578e-02 eta: 9:33:02 time: 0.1402 data_time: 0.0033 memory: 4390 loss: 2.8229 2022/12/07 17:07:54 - mmengine - INFO - Epoch(train) [151][ 700/5005] lr: 1.4567e-02 eta: 9:32:48 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 2.8709 2022/12/07 17:08:08 - mmengine - INFO - Epoch(train) [151][ 800/5005] lr: 1.4556e-02 eta: 9:32:34 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 3.0379 2022/12/07 17:08:22 - mmengine - INFO - Epoch(train) [151][ 900/5005] lr: 1.4545e-02 eta: 9:32:21 time: 0.1393 data_time: 0.0021 memory: 4390 loss: 2.9959 2022/12/07 17:08:36 - mmengine - INFO - Epoch(train) [151][1000/5005] lr: 1.4534e-02 eta: 9:32:07 time: 0.1381 data_time: 0.0021 memory: 4390 loss: 2.5357 2022/12/07 17:08:51 - mmengine - INFO - Epoch(train) [151][1100/5005] lr: 1.4523e-02 eta: 9:31:53 time: 0.1394 data_time: 0.0023 memory: 4390 loss: 3.1408 2022/12/07 17:09:05 - mmengine - INFO - Epoch(train) [151][1200/5005] lr: 1.4512e-02 eta: 9:31:39 time: 0.1420 data_time: 0.0021 memory: 4390 loss: 2.4509 2022/12/07 17:09:12 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:09:19 - mmengine - INFO - Epoch(train) [151][1300/5005] lr: 1.4501e-02 eta: 9:31:26 time: 0.1384 data_time: 0.0022 memory: 4390 loss: 2.8619 2022/12/07 17:09:33 - mmengine - INFO - Epoch(train) [151][1400/5005] lr: 1.4490e-02 eta: 9:31:12 time: 0.1381 data_time: 0.0022 memory: 4390 loss: 2.8189 2022/12/07 17:09:47 - mmengine - INFO - Epoch(train) [151][1500/5005] lr: 1.4479e-02 eta: 9:30:58 time: 0.1385 data_time: 0.0022 memory: 4390 loss: 2.4229 2022/12/07 17:10:01 - mmengine - INFO - Epoch(train) [151][1600/5005] lr: 1.4468e-02 eta: 9:30:44 time: 0.1396 data_time: 0.0024 memory: 4390 loss: 3.1681 2022/12/07 17:10:15 - mmengine - INFO - Epoch(train) [151][1700/5005] lr: 1.4457e-02 eta: 9:30:31 time: 0.1390 data_time: 0.0022 memory: 4390 loss: 2.9730 2022/12/07 17:10:29 - mmengine - INFO - Epoch(train) [151][1800/5005] lr: 1.4446e-02 eta: 9:30:17 time: 0.1380 data_time: 0.0022 memory: 4390 loss: 3.3919 2022/12/07 17:10:43 - mmengine - INFO - Epoch(train) [151][1900/5005] lr: 1.4435e-02 eta: 9:30:03 time: 0.1380 data_time: 0.0022 memory: 4390 loss: 2.9367 2022/12/07 17:10:57 - mmengine - INFO - Epoch(train) [151][2000/5005] lr: 1.4424e-02 eta: 9:29:50 time: 0.1403 data_time: 0.0020 memory: 4390 loss: 3.1635 2022/12/07 17:11:11 - mmengine - INFO - Epoch(train) [151][2100/5005] lr: 1.4413e-02 eta: 9:29:36 time: 0.1387 data_time: 0.0029 memory: 4390 loss: 3.1669 2022/12/07 17:11:25 - mmengine - INFO - Epoch(train) [151][2200/5005] lr: 1.4402e-02 eta: 9:29:22 time: 0.1402 data_time: 0.0026 memory: 4390 loss: 2.7714 2022/12/07 17:11:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:11:39 - mmengine - INFO - Epoch(train) [151][2300/5005] lr: 1.4390e-02 eta: 9:29:09 time: 0.1391 data_time: 0.0027 memory: 4390 loss: 3.0928 2022/12/07 17:11:54 - mmengine - INFO - Epoch(train) [151][2400/5005] lr: 1.4379e-02 eta: 9:28:55 time: 0.1392 data_time: 0.0027 memory: 4390 loss: 2.6387 2022/12/07 17:12:08 - mmengine - INFO - Epoch(train) [151][2500/5005] lr: 1.4368e-02 eta: 9:28:41 time: 0.1401 data_time: 0.0022 memory: 4390 loss: 2.7284 2022/12/07 17:12:22 - mmengine - INFO - Epoch(train) [151][2600/5005] lr: 1.4357e-02 eta: 9:28:27 time: 0.1426 data_time: 0.0022 memory: 4390 loss: 3.0609 2022/12/07 17:12:36 - mmengine - INFO - Epoch(train) [151][2700/5005] lr: 1.4346e-02 eta: 9:28:14 time: 0.1402 data_time: 0.0021 memory: 4390 loss: 2.5719 2022/12/07 17:12:50 - mmengine - INFO - Epoch(train) [151][2800/5005] lr: 1.4335e-02 eta: 9:28:00 time: 0.1396 data_time: 0.0022 memory: 4390 loss: 3.0060 2022/12/07 17:13:04 - mmengine - INFO - Epoch(train) [151][2900/5005] lr: 1.4324e-02 eta: 9:27:46 time: 0.1401 data_time: 0.0022 memory: 4390 loss: 2.9860 2022/12/07 17:13:18 - mmengine - INFO - Epoch(train) [151][3000/5005] lr: 1.4313e-02 eta: 9:27:33 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 2.2978 2022/12/07 17:13:32 - mmengine - INFO - Epoch(train) [151][3100/5005] lr: 1.4302e-02 eta: 9:27:19 time: 0.1401 data_time: 0.0022 memory: 4390 loss: 3.4437 2022/12/07 17:13:47 - mmengine - INFO - Epoch(train) [151][3200/5005] lr: 1.4291e-02 eta: 9:27:05 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 3.0309 2022/12/07 17:13:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:14:01 - mmengine - INFO - Epoch(train) [151][3300/5005] lr: 1.4281e-02 eta: 9:26:52 time: 0.1405 data_time: 0.0021 memory: 4390 loss: 3.2838 2022/12/07 17:14:15 - mmengine - INFO - Epoch(train) [151][3400/5005] lr: 1.4270e-02 eta: 9:26:38 time: 0.1416 data_time: 0.0021 memory: 4390 loss: 2.8040 2022/12/07 17:14:29 - mmengine - INFO - Epoch(train) [151][3500/5005] lr: 1.4259e-02 eta: 9:26:24 time: 0.1498 data_time: 0.0020 memory: 4390 loss: 2.8315 2022/12/07 17:14:43 - mmengine - INFO - Epoch(train) [151][3600/5005] lr: 1.4248e-02 eta: 9:26:11 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 2.5115 2022/12/07 17:14:57 - mmengine - INFO - Epoch(train) [151][3700/5005] lr: 1.4237e-02 eta: 9:25:57 time: 0.1403 data_time: 0.0023 memory: 4390 loss: 2.9462 2022/12/07 17:15:11 - mmengine - INFO - Epoch(train) [151][3800/5005] lr: 1.4226e-02 eta: 9:25:43 time: 0.1397 data_time: 0.0021 memory: 4390 loss: 2.9706 2022/12/07 17:15:26 - mmengine - INFO - Epoch(train) [151][3900/5005] lr: 1.4215e-02 eta: 9:25:30 time: 0.1473 data_time: 0.0021 memory: 4390 loss: 2.9885 2022/12/07 17:15:40 - mmengine - INFO - Epoch(train) [151][4000/5005] lr: 1.4204e-02 eta: 9:25:16 time: 0.1400 data_time: 0.0022 memory: 4390 loss: 2.4598 2022/12/07 17:15:54 - mmengine - INFO - Epoch(train) [151][4100/5005] lr: 1.4193e-02 eta: 9:25:02 time: 0.1489 data_time: 0.0025 memory: 4390 loss: 2.7785 2022/12/07 17:16:08 - mmengine - INFO - Epoch(train) [151][4200/5005] lr: 1.4182e-02 eta: 9:24:48 time: 0.1396 data_time: 0.0021 memory: 4390 loss: 2.8604 2022/12/07 17:16:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:16:22 - mmengine - INFO - Epoch(train) [151][4300/5005] lr: 1.4171e-02 eta: 9:24:35 time: 0.1392 data_time: 0.0022 memory: 4390 loss: 2.6571 2022/12/07 17:16:37 - mmengine - INFO - Epoch(train) [151][4400/5005] lr: 1.4160e-02 eta: 9:24:21 time: 0.1404 data_time: 0.0022 memory: 4390 loss: 2.6213 2022/12/07 17:16:51 - mmengine - INFO - Epoch(train) [151][4500/5005] lr: 1.4149e-02 eta: 9:24:07 time: 0.1396 data_time: 0.0022 memory: 4390 loss: 2.9292 2022/12/07 17:17:05 - mmengine - INFO - Epoch(train) [151][4600/5005] lr: 1.4138e-02 eta: 9:23:54 time: 0.1396 data_time: 0.0021 memory: 4390 loss: 2.8117 2022/12/07 17:17:19 - mmengine - INFO - Epoch(train) [151][4700/5005] lr: 1.4127e-02 eta: 9:23:40 time: 0.1413 data_time: 0.0023 memory: 4390 loss: 2.4125 2022/12/07 17:17:33 - mmengine - INFO - Epoch(train) [151][4800/5005] lr: 1.4116e-02 eta: 9:23:26 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 2.7483 2022/12/07 17:17:47 - mmengine - INFO - Epoch(train) [151][4900/5005] lr: 1.4105e-02 eta: 9:23:13 time: 0.1398 data_time: 0.0021 memory: 4390 loss: 3.1882 2022/12/07 17:18:01 - mmengine - INFO - Epoch(train) [151][5000/5005] lr: 1.4094e-02 eta: 9:22:59 time: 0.1406 data_time: 0.0026 memory: 4390 loss: 2.8338 2022/12/07 17:18:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:18:02 - mmengine - INFO - Saving checkpoint at 151 epochs 2022/12/07 17:18:12 - mmengine - INFO - Epoch(val) [151][100/196] eta: 0:00:07 time: 0.0764 data_time: 0.0447 memory: 4390 2022/12/07 17:18:32 - mmengine - INFO - Epoch(val) [151][196/196] accuracy/top1: 74.9140 accuracy/top5: 92.5960 2022/12/07 17:18:47 - mmengine - INFO - Epoch(train) [152][ 100/5005] lr: 1.4083e-02 eta: 9:22:45 time: 0.1384 data_time: 0.0022 memory: 4391 loss: 2.4219 2022/12/07 17:19:01 - mmengine - INFO - Epoch(train) [152][ 200/5005] lr: 1.4072e-02 eta: 9:22:31 time: 0.1396 data_time: 0.0024 memory: 4390 loss: 2.6713 2022/12/07 17:19:07 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:19:15 - mmengine - INFO - Epoch(train) [152][ 300/5005] lr: 1.4061e-02 eta: 9:22:17 time: 0.1393 data_time: 0.0022 memory: 4390 loss: 2.7060 2022/12/07 17:19:29 - mmengine - INFO - Epoch(train) [152][ 400/5005] lr: 1.4050e-02 eta: 9:22:04 time: 0.1397 data_time: 0.0024 memory: 4390 loss: 2.8964 2022/12/07 17:19:43 - mmengine - INFO - Epoch(train) [152][ 500/5005] lr: 1.4039e-02 eta: 9:21:50 time: 0.1496 data_time: 0.0023 memory: 4390 loss: 2.4509 2022/12/07 17:19:57 - mmengine - INFO - Epoch(train) [152][ 600/5005] lr: 1.4028e-02 eta: 9:21:36 time: 0.1392 data_time: 0.0024 memory: 4390 loss: 2.4403 2022/12/07 17:20:12 - mmengine - INFO - Epoch(train) [152][ 700/5005] lr: 1.4017e-02 eta: 9:21:23 time: 0.1401 data_time: 0.0021 memory: 4390 loss: 3.1418 2022/12/07 17:20:26 - mmengine - INFO - Epoch(train) [152][ 800/5005] lr: 1.4007e-02 eta: 9:21:09 time: 0.1387 data_time: 0.0024 memory: 4390 loss: 2.6830 2022/12/07 17:20:40 - mmengine - INFO - Epoch(train) [152][ 900/5005] lr: 1.3996e-02 eta: 9:20:55 time: 0.1390 data_time: 0.0027 memory: 4390 loss: 2.7540 2022/12/07 17:20:54 - mmengine - INFO - Epoch(train) [152][1000/5005] lr: 1.3985e-02 eta: 9:20:41 time: 0.1388 data_time: 0.0026 memory: 4390 loss: 2.5849 2022/12/07 17:21:08 - mmengine - INFO - Epoch(train) [152][1100/5005] lr: 1.3974e-02 eta: 9:20:28 time: 0.1410 data_time: 0.0026 memory: 4390 loss: 2.3499 2022/12/07 17:21:22 - mmengine - INFO - Epoch(train) [152][1200/5005] lr: 1.3963e-02 eta: 9:20:14 time: 0.1385 data_time: 0.0026 memory: 4390 loss: 2.3968 2022/12/07 17:21:29 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:21:36 - mmengine - INFO - Epoch(train) [152][1300/5005] lr: 1.3952e-02 eta: 9:20:00 time: 0.1399 data_time: 0.0024 memory: 4390 loss: 3.2146 2022/12/07 17:21:51 - mmengine - INFO - Epoch(train) [152][1400/5005] lr: 1.3941e-02 eta: 9:19:47 time: 0.1390 data_time: 0.0021 memory: 4390 loss: 2.8482 2022/12/07 17:22:05 - mmengine - INFO - Epoch(train) [152][1500/5005] lr: 1.3930e-02 eta: 9:19:33 time: 0.1385 data_time: 0.0021 memory: 4390 loss: 2.6361 2022/12/07 17:22:19 - mmengine - INFO - Epoch(train) [152][1600/5005] lr: 1.3920e-02 eta: 9:19:19 time: 0.1388 data_time: 0.0021 memory: 4390 loss: 2.7089 2022/12/07 17:22:33 - mmengine - INFO - Epoch(train) [152][1700/5005] lr: 1.3909e-02 eta: 9:19:05 time: 0.1400 data_time: 0.0023 memory: 4390 loss: 3.2551 2022/12/07 17:22:47 - mmengine - INFO - Epoch(train) [152][1800/5005] lr: 1.3898e-02 eta: 9:18:52 time: 0.1404 data_time: 0.0022 memory: 4390 loss: 2.7606 2022/12/07 17:23:01 - mmengine - INFO - Epoch(train) [152][1900/5005] lr: 1.3887e-02 eta: 9:18:38 time: 0.1444 data_time: 0.0022 memory: 4390 loss: 2.7969 2022/12/07 17:23:16 - mmengine - INFO - Epoch(train) [152][2000/5005] lr: 1.3876e-02 eta: 9:18:25 time: 0.1399 data_time: 0.0022 memory: 4390 loss: 2.6938 2022/12/07 17:23:30 - mmengine - INFO - Epoch(train) [152][2100/5005] lr: 1.3865e-02 eta: 9:18:11 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 2.9307 2022/12/07 17:23:44 - mmengine - INFO - Epoch(train) [152][2200/5005] lr: 1.3854e-02 eta: 9:17:57 time: 0.1390 data_time: 0.0021 memory: 4390 loss: 2.7314 2022/12/07 17:23:50 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:23:58 - mmengine - INFO - Epoch(train) [152][2300/5005] lr: 1.3844e-02 eta: 9:17:43 time: 0.1394 data_time: 0.0022 memory: 4390 loss: 2.9927 2022/12/07 17:24:12 - mmengine - INFO - Epoch(train) [152][2400/5005] lr: 1.3833e-02 eta: 9:17:30 time: 0.1396 data_time: 0.0022 memory: 4390 loss: 2.7140 2022/12/07 17:24:26 - mmengine - INFO - Epoch(train) [152][2500/5005] lr: 1.3822e-02 eta: 9:17:16 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 2.8139 2022/12/07 17:24:40 - mmengine - INFO - Epoch(train) [152][2600/5005] lr: 1.3811e-02 eta: 9:17:02 time: 0.1395 data_time: 0.0022 memory: 4390 loss: 2.6223 2022/12/07 17:24:54 - mmengine - INFO - Epoch(train) [152][2700/5005] lr: 1.3800e-02 eta: 9:16:49 time: 0.1394 data_time: 0.0021 memory: 4390 loss: 2.4726 2022/12/07 17:25:09 - mmengine - INFO - Epoch(train) [152][2800/5005] lr: 1.3789e-02 eta: 9:16:35 time: 0.1399 data_time: 0.0022 memory: 4390 loss: 2.3464 2022/12/07 17:25:23 - mmengine - INFO - Epoch(train) [152][2900/5005] lr: 1.3779e-02 eta: 9:16:21 time: 0.1392 data_time: 0.0022 memory: 4390 loss: 2.4993 2022/12/07 17:25:37 - mmengine - INFO - Epoch(train) [152][3000/5005] lr: 1.3768e-02 eta: 9:16:08 time: 0.1411 data_time: 0.0024 memory: 4390 loss: 3.0777 2022/12/07 17:25:51 - mmengine - INFO - Epoch(train) [152][3100/5005] lr: 1.3757e-02 eta: 9:15:54 time: 0.1393 data_time: 0.0022 memory: 4390 loss: 2.9711 2022/12/07 17:26:05 - mmengine - INFO - Epoch(train) [152][3200/5005] lr: 1.3746e-02 eta: 9:15:40 time: 0.1392 data_time: 0.0024 memory: 4390 loss: 3.0245 2022/12/07 17:26:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:26:19 - mmengine - INFO - Epoch(train) [152][3300/5005] lr: 1.3735e-02 eta: 9:15:26 time: 0.1401 data_time: 0.0024 memory: 4390 loss: 2.5629 2022/12/07 17:26:33 - mmengine - INFO - Epoch(train) [152][3400/5005] lr: 1.3725e-02 eta: 9:15:13 time: 0.1410 data_time: 0.0025 memory: 4390 loss: 2.5615 2022/12/07 17:26:47 - mmengine - INFO - Epoch(train) [152][3500/5005] lr: 1.3714e-02 eta: 9:14:59 time: 0.1392 data_time: 0.0023 memory: 4390 loss: 2.9222 2022/12/07 17:27:01 - mmengine - INFO - Epoch(train) [152][3600/5005] lr: 1.3703e-02 eta: 9:14:45 time: 0.1421 data_time: 0.0023 memory: 4390 loss: 2.9247 2022/12/07 17:27:16 - mmengine - INFO - Epoch(train) [152][3700/5005] lr: 1.3692e-02 eta: 9:14:32 time: 0.1396 data_time: 0.0022 memory: 4390 loss: 2.8703 2022/12/07 17:27:30 - mmengine - INFO - Epoch(train) [152][3800/5005] lr: 1.3681e-02 eta: 9:14:18 time: 0.1389 data_time: 0.0025 memory: 4390 loss: 2.5238 2022/12/07 17:27:44 - mmengine - INFO - Epoch(train) [152][3900/5005] lr: 1.3671e-02 eta: 9:14:04 time: 0.1397 data_time: 0.0022 memory: 4390 loss: 2.8357 2022/12/07 17:27:58 - mmengine - INFO - Epoch(train) [152][4000/5005] lr: 1.3660e-02 eta: 9:13:50 time: 0.1402 data_time: 0.0022 memory: 4390 loss: 2.6357 2022/12/07 17:28:12 - mmengine - INFO - Epoch(train) [152][4100/5005] lr: 1.3649e-02 eta: 9:13:37 time: 0.1387 data_time: 0.0022 memory: 4390 loss: 2.4888 2022/12/07 17:28:26 - mmengine - INFO - Epoch(train) [152][4200/5005] lr: 1.3638e-02 eta: 9:13:23 time: 0.1411 data_time: 0.0022 memory: 4390 loss: 2.8659 2022/12/07 17:28:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:28:40 - mmengine - INFO - Epoch(train) [152][4300/5005] lr: 1.3627e-02 eta: 9:13:09 time: 0.1384 data_time: 0.0022 memory: 4390 loss: 2.4421 2022/12/07 17:28:54 - mmengine - INFO - Epoch(train) [152][4400/5005] lr: 1.3617e-02 eta: 9:12:56 time: 0.1419 data_time: 0.0028 memory: 4390 loss: 2.5886 2022/12/07 17:29:09 - mmengine - INFO - Epoch(train) [152][4500/5005] lr: 1.3606e-02 eta: 9:12:42 time: 0.1408 data_time: 0.0021 memory: 4390 loss: 3.2607 2022/12/07 17:29:23 - mmengine - INFO - Epoch(train) [152][4600/5005] lr: 1.3595e-02 eta: 9:12:28 time: 0.1408 data_time: 0.0021 memory: 4390 loss: 2.6221 2022/12/07 17:29:37 - mmengine - INFO - Epoch(train) [152][4700/5005] lr: 1.3584e-02 eta: 9:12:15 time: 0.1473 data_time: 0.0021 memory: 4390 loss: 2.7849 2022/12/07 17:29:51 - mmengine - INFO - Epoch(train) [152][4800/5005] lr: 1.3574e-02 eta: 9:12:01 time: 0.1387 data_time: 0.0023 memory: 4390 loss: 2.8684 2022/12/07 17:30:05 - mmengine - INFO - Epoch(train) [152][4900/5005] lr: 1.3563e-02 eta: 9:11:47 time: 0.1393 data_time: 0.0023 memory: 4390 loss: 2.6406 2022/12/07 17:30:19 - mmengine - INFO - Epoch(train) [152][5000/5005] lr: 1.3552e-02 eta: 9:11:34 time: 0.1396 data_time: 0.0031 memory: 4390 loss: 3.2208 2022/12/07 17:30:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:30:20 - mmengine - INFO - Saving checkpoint at 152 epochs 2022/12/07 17:30:30 - mmengine - INFO - Epoch(val) [152][100/196] eta: 0:00:07 time: 0.0761 data_time: 0.0389 memory: 4390 2022/12/07 17:30:49 - mmengine - INFO - Epoch(val) [152][196/196] accuracy/top1: 75.2440 accuracy/top5: 92.7640 2022/12/07 17:31:03 - mmengine - INFO - Epoch(train) [153][ 100/5005] lr: 1.3541e-02 eta: 9:11:19 time: 0.1382 data_time: 0.0022 memory: 4391 loss: 2.7076 2022/12/07 17:31:18 - mmengine - INFO - Epoch(train) [153][ 200/5005] lr: 1.3530e-02 eta: 9:11:06 time: 0.1389 data_time: 0.0023 memory: 4390 loss: 2.2927 2022/12/07 17:31:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:31:32 - mmengine - INFO - Epoch(train) [153][ 300/5005] lr: 1.3519e-02 eta: 9:10:52 time: 0.1397 data_time: 0.0024 memory: 4390 loss: 3.2276 2022/12/07 17:31:46 - mmengine - INFO - Epoch(train) [153][ 400/5005] lr: 1.3509e-02 eta: 9:10:38 time: 0.1400 data_time: 0.0022 memory: 4390 loss: 2.9451 2022/12/07 17:32:00 - mmengine - INFO - Epoch(train) [153][ 500/5005] lr: 1.3498e-02 eta: 9:10:24 time: 0.1400 data_time: 0.0021 memory: 4390 loss: 2.4646 2022/12/07 17:32:14 - mmengine - INFO - Epoch(train) [153][ 600/5005] lr: 1.3487e-02 eta: 9:10:11 time: 0.1392 data_time: 0.0022 memory: 4390 loss: 2.8875 2022/12/07 17:32:28 - mmengine - INFO - Epoch(train) [153][ 700/5005] lr: 1.3477e-02 eta: 9:09:57 time: 0.1414 data_time: 0.0024 memory: 4390 loss: 2.9278 2022/12/07 17:32:42 - mmengine - INFO - Epoch(train) [153][ 800/5005] lr: 1.3466e-02 eta: 9:09:43 time: 0.1495 data_time: 0.0022 memory: 4390 loss: 2.9512 2022/12/07 17:32:56 - mmengine - INFO - Epoch(train) [153][ 900/5005] lr: 1.3455e-02 eta: 9:09:30 time: 0.1386 data_time: 0.0023 memory: 4390 loss: 2.5759 2022/12/07 17:33:11 - mmengine - INFO - Epoch(train) [153][1000/5005] lr: 1.3444e-02 eta: 9:09:16 time: 0.1393 data_time: 0.0023 memory: 4390 loss: 2.9342 2022/12/07 17:33:25 - mmengine - INFO - Epoch(train) [153][1100/5005] lr: 1.3434e-02 eta: 9:09:02 time: 0.1398 data_time: 0.0023 memory: 4390 loss: 3.1509 2022/12/07 17:33:39 - mmengine - INFO - Epoch(train) [153][1200/5005] lr: 1.3423e-02 eta: 9:08:49 time: 0.1393 data_time: 0.0021 memory: 4390 loss: 2.3730 2022/12/07 17:33:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:33:53 - mmengine - INFO - Epoch(train) [153][1300/5005] lr: 1.3412e-02 eta: 9:08:35 time: 0.1391 data_time: 0.0021 memory: 4390 loss: 3.0445 2022/12/07 17:34:07 - mmengine - INFO - Epoch(train) [153][1400/5005] lr: 1.3402e-02 eta: 9:08:21 time: 0.1452 data_time: 0.0021 memory: 4390 loss: 2.7996 2022/12/07 17:34:21 - mmengine - INFO - Epoch(train) [153][1500/5005] lr: 1.3391e-02 eta: 9:08:07 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 2.3391 2022/12/07 17:34:35 - mmengine - INFO - Epoch(train) [153][1600/5005] lr: 1.3380e-02 eta: 9:07:54 time: 0.1393 data_time: 0.0021 memory: 4390 loss: 2.8180 2022/12/07 17:34:49 - mmengine - INFO - Epoch(train) [153][1700/5005] lr: 1.3370e-02 eta: 9:07:40 time: 0.1394 data_time: 0.0021 memory: 4390 loss: 2.8112 2022/12/07 17:35:03 - mmengine - INFO - Epoch(train) [153][1800/5005] lr: 1.3359e-02 eta: 9:07:26 time: 0.1410 data_time: 0.0021 memory: 4390 loss: 2.6463 2022/12/07 17:35:17 - mmengine - INFO - Epoch(train) [153][1900/5005] lr: 1.3348e-02 eta: 9:07:13 time: 0.1390 data_time: 0.0022 memory: 4390 loss: 3.2555 2022/12/07 17:35:31 - mmengine - INFO - Epoch(train) [153][2000/5005] lr: 1.3338e-02 eta: 9:06:59 time: 0.1393 data_time: 0.0021 memory: 4390 loss: 2.4736 2022/12/07 17:35:46 - mmengine - INFO - Epoch(train) [153][2100/5005] lr: 1.3327e-02 eta: 9:06:45 time: 0.1391 data_time: 0.0021 memory: 4390 loss: 2.7442 2022/12/07 17:36:00 - mmengine - INFO - Epoch(train) [153][2200/5005] lr: 1.3316e-02 eta: 9:06:31 time: 0.1394 data_time: 0.0021 memory: 4390 loss: 3.1562 2022/12/07 17:36:05 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:36:14 - mmengine - INFO - Epoch(train) [153][2300/5005] lr: 1.3306e-02 eta: 9:06:18 time: 0.1388 data_time: 0.0020 memory: 4390 loss: 2.9725 2022/12/07 17:36:28 - mmengine - INFO - Epoch(train) [153][2400/5005] lr: 1.3295e-02 eta: 9:06:04 time: 0.1405 data_time: 0.0022 memory: 4390 loss: 2.7554 2022/12/07 17:36:42 - mmengine - INFO - Epoch(train) [153][2500/5005] lr: 1.3284e-02 eta: 9:05:50 time: 0.1399 data_time: 0.0022 memory: 4390 loss: 2.8174 2022/12/07 17:36:56 - mmengine - INFO - Epoch(train) [153][2600/5005] lr: 1.3274e-02 eta: 9:05:37 time: 0.1445 data_time: 0.0021 memory: 4390 loss: 2.8991 2022/12/07 17:37:11 - mmengine - INFO - Epoch(train) [153][2700/5005] lr: 1.3263e-02 eta: 9:05:23 time: 0.1383 data_time: 0.0022 memory: 4390 loss: 2.6658 2022/12/07 17:37:25 - mmengine - INFO - Epoch(train) [153][2800/5005] lr: 1.3252e-02 eta: 9:05:09 time: 0.1384 data_time: 0.0024 memory: 4390 loss: 2.5836 2022/12/07 17:37:39 - mmengine - INFO - Epoch(train) [153][2900/5005] lr: 1.3242e-02 eta: 9:04:56 time: 0.1422 data_time: 0.0024 memory: 4390 loss: 3.1831 2022/12/07 17:37:53 - mmengine - INFO - Epoch(train) [153][3000/5005] lr: 1.3231e-02 eta: 9:04:42 time: 0.1466 data_time: 0.0022 memory: 4390 loss: 2.6319 2022/12/07 17:38:07 - mmengine - INFO - Epoch(train) [153][3100/5005] lr: 1.3220e-02 eta: 9:04:28 time: 0.1384 data_time: 0.0022 memory: 4390 loss: 2.5787 2022/12/07 17:38:21 - mmengine - INFO - Epoch(train) [153][3200/5005] lr: 1.3210e-02 eta: 9:04:15 time: 0.1393 data_time: 0.0022 memory: 4390 loss: 2.6849 2022/12/07 17:38:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:38:35 - mmengine - INFO - Epoch(train) [153][3300/5005] lr: 1.3199e-02 eta: 9:04:01 time: 0.1386 data_time: 0.0022 memory: 4390 loss: 2.4301 2022/12/07 17:38:49 - mmengine - INFO - Epoch(train) [153][3400/5005] lr: 1.3189e-02 eta: 9:03:47 time: 0.1383 data_time: 0.0021 memory: 4390 loss: 2.9015 2022/12/07 17:39:03 - mmengine - INFO - Epoch(train) [153][3500/5005] lr: 1.3178e-02 eta: 9:03:33 time: 0.1403 data_time: 0.0021 memory: 4390 loss: 3.1195 2022/12/07 17:39:17 - mmengine - INFO - Epoch(train) [153][3600/5005] lr: 1.3167e-02 eta: 9:03:20 time: 0.1387 data_time: 0.0022 memory: 4390 loss: 2.8174 2022/12/07 17:39:31 - mmengine - INFO - Epoch(train) [153][3700/5005] lr: 1.3157e-02 eta: 9:03:06 time: 0.1419 data_time: 0.0021 memory: 4390 loss: 2.6054 2022/12/07 17:39:46 - mmengine - INFO - Epoch(train) [153][3800/5005] lr: 1.3146e-02 eta: 9:02:52 time: 0.1382 data_time: 0.0022 memory: 4390 loss: 2.8694 2022/12/07 17:40:00 - mmengine - INFO - Epoch(train) [153][3900/5005] lr: 1.3135e-02 eta: 9:02:38 time: 0.1390 data_time: 0.0022 memory: 4390 loss: 3.0837 2022/12/07 17:40:14 - mmengine - INFO - Epoch(train) [153][4000/5005] lr: 1.3125e-02 eta: 9:02:25 time: 0.1386 data_time: 0.0022 memory: 4390 loss: 3.1647 2022/12/07 17:40:28 - mmengine - INFO - Epoch(train) [153][4100/5005] lr: 1.3114e-02 eta: 9:02:11 time: 0.1401 data_time: 0.0021 memory: 4390 loss: 2.4752 2022/12/07 17:40:42 - mmengine - INFO - Epoch(train) [153][4200/5005] lr: 1.3104e-02 eta: 9:01:57 time: 0.1390 data_time: 0.0021 memory: 4390 loss: 3.0012 2022/12/07 17:40:47 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:40:56 - mmengine - INFO - Epoch(train) [153][4300/5005] lr: 1.3093e-02 eta: 9:01:44 time: 0.1389 data_time: 0.0021 memory: 4390 loss: 3.2219 2022/12/07 17:41:10 - mmengine - INFO - Epoch(train) [153][4400/5005] lr: 1.3083e-02 eta: 9:01:30 time: 0.1397 data_time: 0.0022 memory: 4390 loss: 3.0760 2022/12/07 17:41:24 - mmengine - INFO - Epoch(train) [153][4500/5005] lr: 1.3072e-02 eta: 9:01:16 time: 0.1381 data_time: 0.0022 memory: 4390 loss: 2.8782 2022/12/07 17:41:38 - mmengine - INFO - Epoch(train) [153][4600/5005] lr: 1.3061e-02 eta: 9:01:02 time: 0.1419 data_time: 0.0021 memory: 4390 loss: 2.7251 2022/12/07 17:41:52 - mmengine - INFO - Epoch(train) [153][4700/5005] lr: 1.3051e-02 eta: 9:00:49 time: 0.1388 data_time: 0.0024 memory: 4390 loss: 2.5516 2022/12/07 17:42:06 - mmengine - INFO - Epoch(train) [153][4800/5005] lr: 1.3040e-02 eta: 9:00:35 time: 0.1396 data_time: 0.0021 memory: 4390 loss: 2.7524 2022/12/07 17:42:20 - mmengine - INFO - Epoch(train) [153][4900/5005] lr: 1.3030e-02 eta: 9:00:21 time: 0.1428 data_time: 0.0023 memory: 4390 loss: 2.5238 2022/12/07 17:42:34 - mmengine - INFO - Epoch(train) [153][5000/5005] lr: 1.3019e-02 eta: 9:00:07 time: 0.1395 data_time: 0.0030 memory: 4390 loss: 2.7898 2022/12/07 17:42:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:42:35 - mmengine - INFO - Saving checkpoint at 153 epochs 2022/12/07 17:42:46 - mmengine - INFO - Epoch(val) [153][100/196] eta: 0:00:07 time: 0.0742 data_time: 0.0401 memory: 4390 2022/12/07 17:43:05 - mmengine - INFO - Epoch(val) [153][196/196] accuracy/top1: 75.3220 accuracy/top5: 92.8320 2022/12/07 17:43:20 - mmengine - INFO - Epoch(train) [154][ 100/5005] lr: 1.3008e-02 eta: 8:59:53 time: 0.1413 data_time: 0.0027 memory: 4390 loss: 3.0069 2022/12/07 17:43:34 - mmengine - INFO - Epoch(train) [154][ 200/5005] lr: 1.2997e-02 eta: 8:59:40 time: 0.1393 data_time: 0.0027 memory: 4390 loss: 2.4643 2022/12/07 17:43:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:43:48 - mmengine - INFO - Epoch(train) [154][ 300/5005] lr: 1.2987e-02 eta: 8:59:26 time: 0.1445 data_time: 0.0028 memory: 4390 loss: 2.7234 2022/12/07 17:44:02 - mmengine - INFO - Epoch(train) [154][ 400/5005] lr: 1.2976e-02 eta: 8:59:12 time: 0.1392 data_time: 0.0028 memory: 4390 loss: 2.9025 2022/12/07 17:44:16 - mmengine - INFO - Epoch(train) [154][ 500/5005] lr: 1.2966e-02 eta: 8:58:58 time: 0.1424 data_time: 0.0024 memory: 4390 loss: 2.8976 2022/12/07 17:44:31 - mmengine - INFO - Epoch(train) [154][ 600/5005] lr: 1.2955e-02 eta: 8:58:45 time: 0.1410 data_time: 0.0021 memory: 4390 loss: 3.3185 2022/12/07 17:44:45 - mmengine - INFO - Epoch(train) [154][ 700/5005] lr: 1.2945e-02 eta: 8:58:31 time: 0.1393 data_time: 0.0021 memory: 4390 loss: 2.5959 2022/12/07 17:44:59 - mmengine - INFO - Epoch(train) [154][ 800/5005] lr: 1.2934e-02 eta: 8:58:17 time: 0.1393 data_time: 0.0021 memory: 4390 loss: 2.9934 2022/12/07 17:45:13 - mmengine - INFO - Epoch(train) [154][ 900/5005] lr: 1.2924e-02 eta: 8:58:04 time: 0.1408 data_time: 0.0023 memory: 4390 loss: 2.5982 2022/12/07 17:45:27 - mmengine - INFO - Epoch(train) [154][1000/5005] lr: 1.2913e-02 eta: 8:57:50 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 2.5608 2022/12/07 17:45:41 - mmengine - INFO - Epoch(train) [154][1100/5005] lr: 1.2903e-02 eta: 8:57:36 time: 0.1417 data_time: 0.0022 memory: 4390 loss: 3.1825 2022/12/07 17:45:55 - mmengine - INFO - Epoch(train) [154][1200/5005] lr: 1.2892e-02 eta: 8:57:23 time: 0.1394 data_time: 0.0021 memory: 4390 loss: 3.4845 2022/12/07 17:46:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:46:09 - mmengine - INFO - Epoch(train) [154][1300/5005] lr: 1.2882e-02 eta: 8:57:09 time: 0.1409 data_time: 0.0022 memory: 4390 loss: 2.7215 2022/12/07 17:46:24 - mmengine - INFO - Epoch(train) [154][1400/5005] lr: 1.2871e-02 eta: 8:56:55 time: 0.1390 data_time: 0.0026 memory: 4390 loss: 3.0822 2022/12/07 17:46:38 - mmengine - INFO - Epoch(train) [154][1500/5005] lr: 1.2861e-02 eta: 8:56:42 time: 0.1393 data_time: 0.0027 memory: 4390 loss: 3.1474 2022/12/07 17:46:52 - mmengine - INFO - Epoch(train) [154][1600/5005] lr: 1.2850e-02 eta: 8:56:28 time: 0.1412 data_time: 0.0028 memory: 4390 loss: 3.1947 2022/12/07 17:47:06 - mmengine - INFO - Epoch(train) [154][1700/5005] lr: 1.2840e-02 eta: 8:56:14 time: 0.1393 data_time: 0.0027 memory: 4390 loss: 2.8128 2022/12/07 17:47:21 - mmengine - INFO - Epoch(train) [154][1800/5005] lr: 1.2829e-02 eta: 8:56:01 time: 0.1442 data_time: 0.0028 memory: 4390 loss: 2.6274 2022/12/07 17:47:35 - mmengine - INFO - Epoch(train) [154][1900/5005] lr: 1.2819e-02 eta: 8:55:47 time: 0.1410 data_time: 0.0035 memory: 4390 loss: 2.8725 2022/12/07 17:47:49 - mmengine - INFO - Epoch(train) [154][2000/5005] lr: 1.2808e-02 eta: 8:55:33 time: 0.1396 data_time: 0.0029 memory: 4390 loss: 3.3256 2022/12/07 17:48:04 - mmengine - INFO - Epoch(train) [154][2100/5005] lr: 1.2798e-02 eta: 8:55:19 time: 0.1392 data_time: 0.0027 memory: 4390 loss: 2.5454 2022/12/07 17:48:18 - mmengine - INFO - Epoch(train) [154][2200/5005] lr: 1.2787e-02 eta: 8:55:06 time: 0.1388 data_time: 0.0029 memory: 4390 loss: 2.4630 2022/12/07 17:48:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:48:32 - mmengine - INFO - Epoch(train) [154][2300/5005] lr: 1.2777e-02 eta: 8:54:52 time: 0.1396 data_time: 0.0026 memory: 4390 loss: 3.1019 2022/12/07 17:48:46 - mmengine - INFO - Epoch(train) [154][2400/5005] lr: 1.2766e-02 eta: 8:54:38 time: 0.1396 data_time: 0.0027 memory: 4390 loss: 2.8003 2022/12/07 17:49:00 - mmengine - INFO - Epoch(train) [154][2500/5005] lr: 1.2756e-02 eta: 8:54:25 time: 0.1389 data_time: 0.0029 memory: 4390 loss: 2.3139 2022/12/07 17:49:15 - mmengine - INFO - Epoch(train) [154][2600/5005] lr: 1.2745e-02 eta: 8:54:11 time: 0.1404 data_time: 0.0027 memory: 4390 loss: 2.7632 2022/12/07 17:49:29 - mmengine - INFO - Epoch(train) [154][2700/5005] lr: 1.2735e-02 eta: 8:53:57 time: 0.1391 data_time: 0.0027 memory: 4390 loss: 2.7646 2022/12/07 17:49:43 - mmengine - INFO - Epoch(train) [154][2800/5005] lr: 1.2724e-02 eta: 8:53:44 time: 0.1425 data_time: 0.0028 memory: 4390 loss: 2.5784 2022/12/07 17:49:57 - mmengine - INFO - Epoch(train) [154][2900/5005] lr: 1.2714e-02 eta: 8:53:30 time: 0.1421 data_time: 0.0029 memory: 4390 loss: 2.7406 2022/12/07 17:50:12 - mmengine - INFO - Epoch(train) [154][3000/5005] lr: 1.2703e-02 eta: 8:53:16 time: 0.1400 data_time: 0.0026 memory: 4390 loss: 2.4040 2022/12/07 17:50:26 - mmengine - INFO - Epoch(train) [154][3100/5005] lr: 1.2693e-02 eta: 8:53:03 time: 0.1416 data_time: 0.0033 memory: 4390 loss: 2.9725 2022/12/07 17:50:40 - mmengine - INFO - Epoch(train) [154][3200/5005] lr: 1.2682e-02 eta: 8:52:49 time: 0.1399 data_time: 0.0031 memory: 4390 loss: 2.4301 2022/12/07 17:50:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:50:55 - mmengine - INFO - Epoch(train) [154][3300/5005] lr: 1.2672e-02 eta: 8:52:35 time: 0.1412 data_time: 0.0034 memory: 4390 loss: 3.0055 2022/12/07 17:51:09 - mmengine - INFO - Epoch(train) [154][3400/5005] lr: 1.2662e-02 eta: 8:52:22 time: 0.1392 data_time: 0.0030 memory: 4390 loss: 2.4490 2022/12/07 17:51:23 - mmengine - INFO - Epoch(train) [154][3500/5005] lr: 1.2651e-02 eta: 8:52:08 time: 0.1399 data_time: 0.0028 memory: 4390 loss: 2.7404 2022/12/07 17:51:37 - mmengine - INFO - Epoch(train) [154][3600/5005] lr: 1.2641e-02 eta: 8:51:54 time: 0.1391 data_time: 0.0030 memory: 4390 loss: 2.5693 2022/12/07 17:51:51 - mmengine - INFO - Epoch(train) [154][3700/5005] lr: 1.2630e-02 eta: 8:51:40 time: 0.1393 data_time: 0.0030 memory: 4390 loss: 2.6692 2022/12/07 17:52:06 - mmengine - INFO - Epoch(train) [154][3800/5005] lr: 1.2620e-02 eta: 8:51:27 time: 0.1397 data_time: 0.0027 memory: 4390 loss: 2.9716 2022/12/07 17:52:20 - mmengine - INFO - Epoch(train) [154][3900/5005] lr: 1.2609e-02 eta: 8:51:13 time: 0.1398 data_time: 0.0028 memory: 4390 loss: 2.5745 2022/12/07 17:52:34 - mmengine - INFO - Epoch(train) [154][4000/5005] lr: 1.2599e-02 eta: 8:50:59 time: 0.1417 data_time: 0.0028 memory: 4390 loss: 2.9034 2022/12/07 17:52:48 - mmengine - INFO - Epoch(train) [154][4100/5005] lr: 1.2589e-02 eta: 8:50:46 time: 0.1398 data_time: 0.0029 memory: 4390 loss: 3.0116 2022/12/07 17:53:03 - mmengine - INFO - Epoch(train) [154][4200/5005] lr: 1.2578e-02 eta: 8:50:32 time: 0.1399 data_time: 0.0027 memory: 4390 loss: 2.3054 2022/12/07 17:53:07 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:53:17 - mmengine - INFO - Epoch(train) [154][4300/5005] lr: 1.2568e-02 eta: 8:50:18 time: 0.1387 data_time: 0.0027 memory: 4390 loss: 3.2568 2022/12/07 17:53:31 - mmengine - INFO - Epoch(train) [154][4400/5005] lr: 1.2557e-02 eta: 8:50:05 time: 0.1391 data_time: 0.0027 memory: 4390 loss: 2.5407 2022/12/07 17:53:45 - mmengine - INFO - Epoch(train) [154][4500/5005] lr: 1.2547e-02 eta: 8:49:51 time: 0.1401 data_time: 0.0027 memory: 4390 loss: 2.6935 2022/12/07 17:53:59 - mmengine - INFO - Epoch(train) [154][4600/5005] lr: 1.2537e-02 eta: 8:49:37 time: 0.1397 data_time: 0.0028 memory: 4390 loss: 2.4951 2022/12/07 17:54:13 - mmengine - INFO - Epoch(train) [154][4700/5005] lr: 1.2526e-02 eta: 8:49:23 time: 0.1404 data_time: 0.0028 memory: 4390 loss: 2.5594 2022/12/07 17:54:28 - mmengine - INFO - Epoch(train) [154][4800/5005] lr: 1.2516e-02 eta: 8:49:10 time: 0.1436 data_time: 0.0027 memory: 4390 loss: 2.5506 2022/12/07 17:54:42 - mmengine - INFO - Epoch(train) [154][4900/5005] lr: 1.2505e-02 eta: 8:48:56 time: 0.1394 data_time: 0.0027 memory: 4390 loss: 3.0316 2022/12/07 17:54:56 - mmengine - INFO - Epoch(train) [154][5000/5005] lr: 1.2495e-02 eta: 8:48:42 time: 0.1422 data_time: 0.0034 memory: 4390 loss: 3.0040 2022/12/07 17:54:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:54:57 - mmengine - INFO - Saving checkpoint at 154 epochs 2022/12/07 17:55:07 - mmengine - INFO - Epoch(val) [154][100/196] eta: 0:00:07 time: 0.0772 data_time: 0.0442 memory: 4390 2022/12/07 17:55:26 - mmengine - INFO - Epoch(val) [154][196/196] accuracy/top1: 75.1620 accuracy/top5: 92.7460 2022/12/07 17:55:41 - mmengine - INFO - Epoch(train) [155][ 100/5005] lr: 1.2484e-02 eta: 8:48:28 time: 0.1395 data_time: 0.0021 memory: 4391 loss: 2.6814 2022/12/07 17:55:55 - mmengine - INFO - Epoch(train) [155][ 200/5005] lr: 1.2474e-02 eta: 8:48:15 time: 0.1392 data_time: 0.0022 memory: 4390 loss: 2.8798 2022/12/07 17:55:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:56:09 - mmengine - INFO - Epoch(train) [155][ 300/5005] lr: 1.2463e-02 eta: 8:48:01 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 3.1748 2022/12/07 17:56:23 - mmengine - INFO - Epoch(train) [155][ 400/5005] lr: 1.2453e-02 eta: 8:47:47 time: 0.1393 data_time: 0.0020 memory: 4390 loss: 2.7102 2022/12/07 17:56:37 - mmengine - INFO - Epoch(train) [155][ 500/5005] lr: 1.2443e-02 eta: 8:47:33 time: 0.1385 data_time: 0.0021 memory: 4390 loss: 3.5123 2022/12/07 17:56:51 - mmengine - INFO - Epoch(train) [155][ 600/5005] lr: 1.2432e-02 eta: 8:47:20 time: 0.1383 data_time: 0.0021 memory: 4390 loss: 3.1656 2022/12/07 17:57:05 - mmengine - INFO - Epoch(train) [155][ 700/5005] lr: 1.2422e-02 eta: 8:47:06 time: 0.1387 data_time: 0.0021 memory: 4390 loss: 2.9208 2022/12/07 17:57:19 - mmengine - INFO - Epoch(train) [155][ 800/5005] lr: 1.2412e-02 eta: 8:46:52 time: 0.1387 data_time: 0.0028 memory: 4390 loss: 2.5019 2022/12/07 17:57:33 - mmengine - INFO - Epoch(train) [155][ 900/5005] lr: 1.2401e-02 eta: 8:46:38 time: 0.1389 data_time: 0.0029 memory: 4390 loss: 3.0988 2022/12/07 17:57:48 - mmengine - INFO - Epoch(train) [155][1000/5005] lr: 1.2391e-02 eta: 8:46:25 time: 0.1425 data_time: 0.0027 memory: 4390 loss: 2.7064 2022/12/07 17:58:02 - mmengine - INFO - Epoch(train) [155][1100/5005] lr: 1.2381e-02 eta: 8:46:11 time: 0.1395 data_time: 0.0027 memory: 4390 loss: 2.4180 2022/12/07 17:58:16 - mmengine - INFO - Epoch(train) [155][1200/5005] lr: 1.2370e-02 eta: 8:45:57 time: 0.1395 data_time: 0.0026 memory: 4390 loss: 2.5449 2022/12/07 17:58:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 17:58:30 - mmengine - INFO - Epoch(train) [155][1300/5005] lr: 1.2360e-02 eta: 8:45:44 time: 0.1397 data_time: 0.0029 memory: 4390 loss: 2.8411 2022/12/07 17:58:44 - mmengine - INFO - Epoch(train) [155][1400/5005] lr: 1.2350e-02 eta: 8:45:30 time: 0.1417 data_time: 0.0028 memory: 4390 loss: 2.5883 2022/12/07 17:58:58 - mmengine - INFO - Epoch(train) [155][1500/5005] lr: 1.2339e-02 eta: 8:45:16 time: 0.1402 data_time: 0.0029 memory: 4390 loss: 2.4244 2022/12/07 17:59:13 - mmengine - INFO - Epoch(train) [155][1600/5005] lr: 1.2329e-02 eta: 8:45:03 time: 0.1391 data_time: 0.0029 memory: 4390 loss: 2.9887 2022/12/07 17:59:27 - mmengine - INFO - Epoch(train) [155][1700/5005] lr: 1.2319e-02 eta: 8:44:49 time: 0.1400 data_time: 0.0031 memory: 4390 loss: 2.9405 2022/12/07 17:59:41 - mmengine - INFO - Epoch(train) [155][1800/5005] lr: 1.2308e-02 eta: 8:44:35 time: 0.1397 data_time: 0.0028 memory: 4390 loss: 2.8423 2022/12/07 17:59:55 - mmengine - INFO - Epoch(train) [155][1900/5005] lr: 1.2298e-02 eta: 8:44:21 time: 0.1425 data_time: 0.0028 memory: 4390 loss: 2.8360 2022/12/07 18:00:10 - mmengine - INFO - Epoch(train) [155][2000/5005] lr: 1.2288e-02 eta: 8:44:08 time: 0.1401 data_time: 0.0030 memory: 4390 loss: 2.9224 2022/12/07 18:00:24 - mmengine - INFO - Epoch(train) [155][2100/5005] lr: 1.2277e-02 eta: 8:43:54 time: 0.1409 data_time: 0.0028 memory: 4390 loss: 2.6623 2022/12/07 18:00:38 - mmengine - INFO - Epoch(train) [155][2200/5005] lr: 1.2267e-02 eta: 8:43:40 time: 0.1385 data_time: 0.0027 memory: 4390 loss: 2.6175 2022/12/07 18:00:42 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:00:52 - mmengine - INFO - Epoch(train) [155][2300/5005] lr: 1.2257e-02 eta: 8:43:27 time: 0.1407 data_time: 0.0029 memory: 4390 loss: 2.9377 2022/12/07 18:01:06 - mmengine - INFO - Epoch(train) [155][2400/5005] lr: 1.2247e-02 eta: 8:43:13 time: 0.1388 data_time: 0.0028 memory: 4390 loss: 3.0316 2022/12/07 18:01:21 - mmengine - INFO - Epoch(train) [155][2500/5005] lr: 1.2236e-02 eta: 8:42:59 time: 0.1393 data_time: 0.0028 memory: 4390 loss: 2.8392 2022/12/07 18:01:35 - mmengine - INFO - Epoch(train) [155][2600/5005] lr: 1.2226e-02 eta: 8:42:46 time: 0.1436 data_time: 0.0028 memory: 4390 loss: 2.6421 2022/12/07 18:01:49 - mmengine - INFO - Epoch(train) [155][2700/5005] lr: 1.2216e-02 eta: 8:42:32 time: 0.1421 data_time: 0.0027 memory: 4390 loss: 2.6357 2022/12/07 18:02:03 - mmengine - INFO - Epoch(train) [155][2800/5005] lr: 1.2205e-02 eta: 8:42:18 time: 0.1404 data_time: 0.0026 memory: 4390 loss: 2.5520 2022/12/07 18:02:17 - mmengine - INFO - Epoch(train) [155][2900/5005] lr: 1.2195e-02 eta: 8:42:04 time: 0.1408 data_time: 0.0027 memory: 4390 loss: 2.7391 2022/12/07 18:02:31 - mmengine - INFO - Epoch(train) [155][3000/5005] lr: 1.2185e-02 eta: 8:41:51 time: 0.1385 data_time: 0.0027 memory: 4390 loss: 3.2842 2022/12/07 18:02:46 - mmengine - INFO - Epoch(train) [155][3100/5005] lr: 1.2175e-02 eta: 8:41:37 time: 0.1401 data_time: 0.0027 memory: 4390 loss: 2.3126 2022/12/07 18:03:00 - mmengine - INFO - Epoch(train) [155][3200/5005] lr: 1.2164e-02 eta: 8:41:23 time: 0.1420 data_time: 0.0028 memory: 4390 loss: 3.2075 2022/12/07 18:03:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:03:14 - mmengine - INFO - Epoch(train) [155][3300/5005] lr: 1.2154e-02 eta: 8:41:10 time: 0.1387 data_time: 0.0028 memory: 4390 loss: 2.7514 2022/12/07 18:03:28 - mmengine - INFO - Epoch(train) [155][3400/5005] lr: 1.2144e-02 eta: 8:40:56 time: 0.1390 data_time: 0.0028 memory: 4390 loss: 2.4982 2022/12/07 18:03:42 - mmengine - INFO - Epoch(train) [155][3500/5005] lr: 1.2134e-02 eta: 8:40:42 time: 0.1387 data_time: 0.0028 memory: 4390 loss: 2.6566 2022/12/07 18:03:56 - mmengine - INFO - Epoch(train) [155][3600/5005] lr: 1.2123e-02 eta: 8:40:28 time: 0.1396 data_time: 0.0028 memory: 4390 loss: 2.8311 2022/12/07 18:04:11 - mmengine - INFO - Epoch(train) [155][3700/5005] lr: 1.2113e-02 eta: 8:40:15 time: 0.1402 data_time: 0.0028 memory: 4390 loss: 2.6165 2022/12/07 18:04:25 - mmengine - INFO - Epoch(train) [155][3800/5005] lr: 1.2103e-02 eta: 8:40:01 time: 0.1394 data_time: 0.0028 memory: 4390 loss: 3.1989 2022/12/07 18:04:39 - mmengine - INFO - Epoch(train) [155][3900/5005] lr: 1.2093e-02 eta: 8:39:47 time: 0.1425 data_time: 0.0028 memory: 4390 loss: 2.6123 2022/12/07 18:04:53 - mmengine - INFO - Epoch(train) [155][4000/5005] lr: 1.2082e-02 eta: 8:39:34 time: 0.1400 data_time: 0.0027 memory: 4390 loss: 3.4322 2022/12/07 18:05:08 - mmengine - INFO - Epoch(train) [155][4100/5005] lr: 1.2072e-02 eta: 8:39:20 time: 0.1396 data_time: 0.0028 memory: 4390 loss: 2.7020 2022/12/07 18:05:22 - mmengine - INFO - Epoch(train) [155][4200/5005] lr: 1.2062e-02 eta: 8:39:06 time: 0.1387 data_time: 0.0027 memory: 4390 loss: 2.8348 2022/12/07 18:05:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:05:36 - mmengine - INFO - Epoch(train) [155][4300/5005] lr: 1.2052e-02 eta: 8:38:53 time: 0.1393 data_time: 0.0028 memory: 4390 loss: 2.7155 2022/12/07 18:05:50 - mmengine - INFO - Epoch(train) [155][4400/5005] lr: 1.2042e-02 eta: 8:38:39 time: 0.1401 data_time: 0.0029 memory: 4390 loss: 2.7390 2022/12/07 18:06:04 - mmengine - INFO - Epoch(train) [155][4500/5005] lr: 1.2031e-02 eta: 8:38:25 time: 0.1385 data_time: 0.0028 memory: 4390 loss: 2.6873 2022/12/07 18:06:18 - mmengine - INFO - Epoch(train) [155][4600/5005] lr: 1.2021e-02 eta: 8:38:11 time: 0.1390 data_time: 0.0028 memory: 4390 loss: 3.2100 2022/12/07 18:06:33 - mmengine - INFO - Epoch(train) [155][4700/5005] lr: 1.2011e-02 eta: 8:37:58 time: 0.1487 data_time: 0.0027 memory: 4390 loss: 2.5566 2022/12/07 18:06:47 - mmengine - INFO - Epoch(train) [155][4800/5005] lr: 1.2001e-02 eta: 8:37:44 time: 0.1395 data_time: 0.0030 memory: 4390 loss: 3.3989 2022/12/07 18:07:01 - mmengine - INFO - Epoch(train) [155][4900/5005] lr: 1.1991e-02 eta: 8:37:30 time: 0.1494 data_time: 0.0028 memory: 4390 loss: 2.6944 2022/12/07 18:07:15 - mmengine - INFO - Epoch(train) [155][5000/5005] lr: 1.1980e-02 eta: 8:37:17 time: 0.1429 data_time: 0.0037 memory: 4390 loss: 2.6287 2022/12/07 18:07:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:07:16 - mmengine - INFO - Saving checkpoint at 155 epochs 2022/12/07 18:07:26 - mmengine - INFO - Epoch(val) [155][100/196] eta: 0:00:07 time: 0.0768 data_time: 0.0462 memory: 4390 2022/12/07 18:07:45 - mmengine - INFO - Epoch(val) [155][196/196] accuracy/top1: 75.4400 accuracy/top5: 92.9380 2022/12/07 18:08:00 - mmengine - INFO - Epoch(train) [156][ 100/5005] lr: 1.1970e-02 eta: 8:37:02 time: 0.1409 data_time: 0.0023 memory: 4390 loss: 2.8139 2022/12/07 18:08:14 - mmengine - INFO - Epoch(train) [156][ 200/5005] lr: 1.1959e-02 eta: 8:36:49 time: 0.1417 data_time: 0.0023 memory: 4390 loss: 3.2145 2022/12/07 18:08:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:08:28 - mmengine - INFO - Epoch(train) [156][ 300/5005] lr: 1.1949e-02 eta: 8:36:35 time: 0.1426 data_time: 0.0022 memory: 4390 loss: 2.8218 2022/12/07 18:08:43 - mmengine - INFO - Epoch(train) [156][ 400/5005] lr: 1.1939e-02 eta: 8:36:21 time: 0.1392 data_time: 0.0022 memory: 4390 loss: 2.5044 2022/12/07 18:08:57 - mmengine - INFO - Epoch(train) [156][ 500/5005] lr: 1.1929e-02 eta: 8:36:08 time: 0.1404 data_time: 0.0021 memory: 4390 loss: 2.4874 2022/12/07 18:09:11 - mmengine - INFO - Epoch(train) [156][ 600/5005] lr: 1.1919e-02 eta: 8:35:54 time: 0.1400 data_time: 0.0024 memory: 4390 loss: 3.0439 2022/12/07 18:09:26 - mmengine - INFO - Epoch(train) [156][ 700/5005] lr: 1.1909e-02 eta: 8:35:40 time: 0.1394 data_time: 0.0025 memory: 4390 loss: 2.8665 2022/12/07 18:09:40 - mmengine - INFO - Epoch(train) [156][ 800/5005] lr: 1.1898e-02 eta: 8:35:27 time: 0.1399 data_time: 0.0022 memory: 4390 loss: 2.7107 2022/12/07 18:09:54 - mmengine - INFO - Epoch(train) [156][ 900/5005] lr: 1.1888e-02 eta: 8:35:13 time: 0.1389 data_time: 0.0021 memory: 4390 loss: 2.8917 2022/12/07 18:10:08 - mmengine - INFO - Epoch(train) [156][1000/5005] lr: 1.1878e-02 eta: 8:34:59 time: 0.1394 data_time: 0.0022 memory: 4390 loss: 2.7624 2022/12/07 18:10:22 - mmengine - INFO - Epoch(train) [156][1100/5005] lr: 1.1868e-02 eta: 8:34:45 time: 0.1403 data_time: 0.0022 memory: 4390 loss: 2.5686 2022/12/07 18:10:36 - mmengine - INFO - Epoch(train) [156][1200/5005] lr: 1.1858e-02 eta: 8:34:32 time: 0.1443 data_time: 0.0022 memory: 4390 loss: 3.2703 2022/12/07 18:10:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:10:51 - mmengine - INFO - Epoch(train) [156][1300/5005] lr: 1.1848e-02 eta: 8:34:18 time: 0.1404 data_time: 0.0021 memory: 4390 loss: 2.8371 2022/12/07 18:11:05 - mmengine - INFO - Epoch(train) [156][1400/5005] lr: 1.1837e-02 eta: 8:34:04 time: 0.1405 data_time: 0.0023 memory: 4390 loss: 2.7074 2022/12/07 18:11:19 - mmengine - INFO - Epoch(train) [156][1500/5005] lr: 1.1827e-02 eta: 8:33:51 time: 0.1409 data_time: 0.0023 memory: 4390 loss: 2.6689 2022/12/07 18:11:33 - mmengine - INFO - Epoch(train) [156][1600/5005] lr: 1.1817e-02 eta: 8:33:37 time: 0.1397 data_time: 0.0021 memory: 4390 loss: 3.1097 2022/12/07 18:11:47 - mmengine - INFO - Epoch(train) [156][1700/5005] lr: 1.1807e-02 eta: 8:33:23 time: 0.1402 data_time: 0.0022 memory: 4390 loss: 2.6700 2022/12/07 18:12:01 - mmengine - INFO - Epoch(train) [156][1800/5005] lr: 1.1797e-02 eta: 8:33:10 time: 0.1419 data_time: 0.0023 memory: 4390 loss: 3.2145 2022/12/07 18:12:16 - mmengine - INFO - Epoch(train) [156][1900/5005] lr: 1.1787e-02 eta: 8:32:56 time: 0.1417 data_time: 0.0024 memory: 4390 loss: 2.7968 2022/12/07 18:12:30 - mmengine - INFO - Epoch(train) [156][2000/5005] lr: 1.1777e-02 eta: 8:32:42 time: 0.1420 data_time: 0.0023 memory: 4390 loss: 3.2702 2022/12/07 18:12:44 - mmengine - INFO - Epoch(train) [156][2100/5005] lr: 1.1767e-02 eta: 8:32:29 time: 0.1411 data_time: 0.0023 memory: 4390 loss: 2.9642 2022/12/07 18:12:58 - mmengine - INFO - Epoch(train) [156][2200/5005] lr: 1.1757e-02 eta: 8:32:15 time: 0.1392 data_time: 0.0023 memory: 4390 loss: 2.9453 2022/12/07 18:13:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:13:13 - mmengine - INFO - Epoch(train) [156][2300/5005] lr: 1.1746e-02 eta: 8:32:01 time: 0.1402 data_time: 0.0026 memory: 4390 loss: 2.6742 2022/12/07 18:13:27 - mmengine - INFO - Epoch(train) [156][2400/5005] lr: 1.1736e-02 eta: 8:31:47 time: 0.1390 data_time: 0.0022 memory: 4390 loss: 2.6844 2022/12/07 18:13:41 - mmengine - INFO - Epoch(train) [156][2500/5005] lr: 1.1726e-02 eta: 8:31:34 time: 0.1401 data_time: 0.0022 memory: 4390 loss: 2.9713 2022/12/07 18:13:55 - mmengine - INFO - Epoch(train) [156][2600/5005] lr: 1.1716e-02 eta: 8:31:20 time: 0.1392 data_time: 0.0024 memory: 4390 loss: 2.4563 2022/12/07 18:14:09 - mmengine - INFO - Epoch(train) [156][2700/5005] lr: 1.1706e-02 eta: 8:31:06 time: 0.1384 data_time: 0.0024 memory: 4390 loss: 3.2915 2022/12/07 18:14:23 - mmengine - INFO - Epoch(train) [156][2800/5005] lr: 1.1696e-02 eta: 8:30:53 time: 0.1439 data_time: 0.0022 memory: 4390 loss: 3.0622 2022/12/07 18:14:37 - mmengine - INFO - Epoch(train) [156][2900/5005] lr: 1.1686e-02 eta: 8:30:39 time: 0.1392 data_time: 0.0026 memory: 4390 loss: 2.4090 2022/12/07 18:14:52 - mmengine - INFO - Epoch(train) [156][3000/5005] lr: 1.1676e-02 eta: 8:30:25 time: 0.1400 data_time: 0.0023 memory: 4390 loss: 2.5975 2022/12/07 18:15:06 - mmengine - INFO - Epoch(train) [156][3100/5005] lr: 1.1666e-02 eta: 8:30:11 time: 0.1408 data_time: 0.0022 memory: 4390 loss: 2.7214 2022/12/07 18:15:20 - mmengine - INFO - Epoch(train) [156][3200/5005] lr: 1.1656e-02 eta: 8:29:58 time: 0.1412 data_time: 0.0022 memory: 4390 loss: 2.7377 2022/12/07 18:15:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:15:34 - mmengine - INFO - Epoch(train) [156][3300/5005] lr: 1.1646e-02 eta: 8:29:44 time: 0.1415 data_time: 0.0022 memory: 4390 loss: 2.4511 2022/12/07 18:15:49 - mmengine - INFO - Epoch(train) [156][3400/5005] lr: 1.1635e-02 eta: 8:29:30 time: 0.1402 data_time: 0.0021 memory: 4390 loss: 2.6213 2022/12/07 18:16:03 - mmengine - INFO - Epoch(train) [156][3500/5005] lr: 1.1625e-02 eta: 8:29:17 time: 0.1389 data_time: 0.0023 memory: 4390 loss: 2.3592 2022/12/07 18:16:17 - mmengine - INFO - Epoch(train) [156][3600/5005] lr: 1.1615e-02 eta: 8:29:03 time: 0.1425 data_time: 0.0022 memory: 4390 loss: 2.8130 2022/12/07 18:16:31 - mmengine - INFO - Epoch(train) [156][3700/5005] lr: 1.1605e-02 eta: 8:28:49 time: 0.1411 data_time: 0.0022 memory: 4390 loss: 2.7206 2022/12/07 18:16:46 - mmengine - INFO - Epoch(train) [156][3800/5005] lr: 1.1595e-02 eta: 8:28:36 time: 0.1408 data_time: 0.0024 memory: 4390 loss: 2.8921 2022/12/07 18:17:00 - mmengine - INFO - Epoch(train) [156][3900/5005] lr: 1.1585e-02 eta: 8:28:22 time: 0.1408 data_time: 0.0025 memory: 4390 loss: 3.0176 2022/12/07 18:17:14 - mmengine - INFO - Epoch(train) [156][4000/5005] lr: 1.1575e-02 eta: 8:28:08 time: 0.1403 data_time: 0.0024 memory: 4390 loss: 2.8415 2022/12/07 18:17:28 - mmengine - INFO - Epoch(train) [156][4100/5005] lr: 1.1565e-02 eta: 8:27:55 time: 0.1460 data_time: 0.0024 memory: 4390 loss: 2.4419 2022/12/07 18:17:43 - mmengine - INFO - Epoch(train) [156][4200/5005] lr: 1.1555e-02 eta: 8:27:41 time: 0.1406 data_time: 0.0025 memory: 4390 loss: 2.4347 2022/12/07 18:17:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:17:57 - mmengine - INFO - Epoch(train) [156][4300/5005] lr: 1.1545e-02 eta: 8:27:27 time: 0.1393 data_time: 0.0025 memory: 4390 loss: 2.7869 2022/12/07 18:18:11 - mmengine - INFO - Epoch(train) [156][4400/5005] lr: 1.1535e-02 eta: 8:27:14 time: 0.1390 data_time: 0.0024 memory: 4390 loss: 2.7063 2022/12/07 18:18:25 - mmengine - INFO - Epoch(train) [156][4500/5005] lr: 1.1525e-02 eta: 8:27:00 time: 0.1395 data_time: 0.0024 memory: 4390 loss: 2.7067 2022/12/07 18:18:39 - mmengine - INFO - Epoch(train) [156][4600/5005] lr: 1.1515e-02 eta: 8:26:46 time: 0.1404 data_time: 0.0025 memory: 4390 loss: 2.7450 2022/12/07 18:18:53 - mmengine - INFO - Epoch(train) [156][4700/5005] lr: 1.1505e-02 eta: 8:26:32 time: 0.1390 data_time: 0.0023 memory: 4390 loss: 2.9032 2022/12/07 18:19:08 - mmengine - INFO - Epoch(train) [156][4800/5005] lr: 1.1495e-02 eta: 8:26:19 time: 0.1398 data_time: 0.0025 memory: 4390 loss: 2.6735 2022/12/07 18:19:22 - mmengine - INFO - Epoch(train) [156][4900/5005] lr: 1.1485e-02 eta: 8:26:05 time: 0.1402 data_time: 0.0024 memory: 4390 loss: 3.0827 2022/12/07 18:19:36 - mmengine - INFO - Epoch(train) [156][5000/5005] lr: 1.1475e-02 eta: 8:25:51 time: 0.1413 data_time: 0.0033 memory: 4390 loss: 3.2012 2022/12/07 18:19:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:19:37 - mmengine - INFO - Saving checkpoint at 156 epochs 2022/12/07 18:19:47 - mmengine - INFO - Epoch(val) [156][100/196] eta: 0:00:07 time: 0.0760 data_time: 0.0449 memory: 4390 2022/12/07 18:20:06 - mmengine - INFO - Epoch(val) [156][196/196] accuracy/top1: 75.5660 accuracy/top5: 92.9080 2022/12/07 18:20:20 - mmengine - INFO - Epoch(train) [157][ 100/5005] lr: 1.1464e-02 eta: 8:25:37 time: 0.1393 data_time: 0.0027 memory: 4390 loss: 2.5665 2022/12/07 18:20:35 - mmengine - INFO - Epoch(train) [157][ 200/5005] lr: 1.1454e-02 eta: 8:25:23 time: 0.1397 data_time: 0.0026 memory: 4390 loss: 2.9458 2022/12/07 18:20:38 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:20:49 - mmengine - INFO - Epoch(train) [157][ 300/5005] lr: 1.1444e-02 eta: 8:25:10 time: 0.1477 data_time: 0.0027 memory: 4390 loss: 2.9236 2022/12/07 18:21:04 - mmengine - INFO - Epoch(train) [157][ 400/5005] lr: 1.1434e-02 eta: 8:24:56 time: 0.1413 data_time: 0.0029 memory: 4390 loss: 2.9125 2022/12/07 18:21:18 - mmengine - INFO - Epoch(train) [157][ 500/5005] lr: 1.1424e-02 eta: 8:24:42 time: 0.1409 data_time: 0.0028 memory: 4390 loss: 2.8627 2022/12/07 18:21:32 - mmengine - INFO - Epoch(train) [157][ 600/5005] lr: 1.1414e-02 eta: 8:24:29 time: 0.1389 data_time: 0.0028 memory: 4390 loss: 3.0639 2022/12/07 18:21:46 - mmengine - INFO - Epoch(train) [157][ 700/5005] lr: 1.1405e-02 eta: 8:24:15 time: 0.1408 data_time: 0.0027 memory: 4390 loss: 2.4488 2022/12/07 18:22:01 - mmengine - INFO - Epoch(train) [157][ 800/5005] lr: 1.1395e-02 eta: 8:24:01 time: 0.1393 data_time: 0.0027 memory: 4390 loss: 3.3795 2022/12/07 18:22:15 - mmengine - INFO - Epoch(train) [157][ 900/5005] lr: 1.1385e-02 eta: 8:23:47 time: 0.1398 data_time: 0.0029 memory: 4390 loss: 2.6677 2022/12/07 18:22:29 - mmengine - INFO - Epoch(train) [157][1000/5005] lr: 1.1375e-02 eta: 8:23:34 time: 0.1389 data_time: 0.0028 memory: 4390 loss: 2.4377 2022/12/07 18:22:43 - mmengine - INFO - Epoch(train) [157][1100/5005] lr: 1.1365e-02 eta: 8:23:20 time: 0.1388 data_time: 0.0029 memory: 4390 loss: 2.6467 2022/12/07 18:22:57 - mmengine - INFO - Epoch(train) [157][1200/5005] lr: 1.1355e-02 eta: 8:23:06 time: 0.1391 data_time: 0.0029 memory: 4390 loss: 2.4683 2022/12/07 18:23:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:23:11 - mmengine - INFO - Epoch(train) [157][1300/5005] lr: 1.1345e-02 eta: 8:22:53 time: 0.1398 data_time: 0.0029 memory: 4390 loss: 2.7517 2022/12/07 18:23:25 - mmengine - INFO - Epoch(train) [157][1400/5005] lr: 1.1335e-02 eta: 8:22:39 time: 0.1399 data_time: 0.0028 memory: 4390 loss: 2.8878 2022/12/07 18:23:39 - mmengine - INFO - Epoch(train) [157][1500/5005] lr: 1.1325e-02 eta: 8:22:25 time: 0.1395 data_time: 0.0028 memory: 4390 loss: 2.9517 2022/12/07 18:23:54 - mmengine - INFO - Epoch(train) [157][1600/5005] lr: 1.1315e-02 eta: 8:22:11 time: 0.1459 data_time: 0.0027 memory: 4390 loss: 3.0157 2022/12/07 18:24:08 - mmengine - INFO - Epoch(train) [157][1700/5005] lr: 1.1305e-02 eta: 8:21:58 time: 0.1390 data_time: 0.0028 memory: 4390 loss: 2.9185 2022/12/07 18:24:22 - mmengine - INFO - Epoch(train) [157][1800/5005] lr: 1.1295e-02 eta: 8:21:44 time: 0.1402 data_time: 0.0027 memory: 4390 loss: 2.8050 2022/12/07 18:24:36 - mmengine - INFO - Epoch(train) [157][1900/5005] lr: 1.1285e-02 eta: 8:21:30 time: 0.1391 data_time: 0.0029 memory: 4390 loss: 3.0546 2022/12/07 18:24:50 - mmengine - INFO - Epoch(train) [157][2000/5005] lr: 1.1275e-02 eta: 8:21:17 time: 0.1392 data_time: 0.0029 memory: 4390 loss: 3.0746 2022/12/07 18:25:04 - mmengine - INFO - Epoch(train) [157][2100/5005] lr: 1.1265e-02 eta: 8:21:03 time: 0.1391 data_time: 0.0028 memory: 4390 loss: 2.7061 2022/12/07 18:25:19 - mmengine - INFO - Epoch(train) [157][2200/5005] lr: 1.1255e-02 eta: 8:20:49 time: 0.1434 data_time: 0.0027 memory: 4390 loss: 2.8246 2022/12/07 18:25:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:25:33 - mmengine - INFO - Epoch(train) [157][2300/5005] lr: 1.1245e-02 eta: 8:20:35 time: 0.1537 data_time: 0.0028 memory: 4390 loss: 3.0463 2022/12/07 18:25:47 - mmengine - INFO - Epoch(train) [157][2400/5005] lr: 1.1235e-02 eta: 8:20:22 time: 0.1388 data_time: 0.0028 memory: 4390 loss: 2.6460 2022/12/07 18:26:01 - mmengine - INFO - Epoch(train) [157][2500/5005] lr: 1.1226e-02 eta: 8:20:08 time: 0.1421 data_time: 0.0027 memory: 4390 loss: 2.7249 2022/12/07 18:26:16 - mmengine - INFO - Epoch(train) [157][2600/5005] lr: 1.1216e-02 eta: 8:19:54 time: 0.1420 data_time: 0.0027 memory: 4390 loss: 2.8771 2022/12/07 18:26:30 - mmengine - INFO - Epoch(train) [157][2700/5005] lr: 1.1206e-02 eta: 8:19:41 time: 0.1409 data_time: 0.0028 memory: 4390 loss: 2.7623 2022/12/07 18:26:44 - mmengine - INFO - Epoch(train) [157][2800/5005] lr: 1.1196e-02 eta: 8:19:27 time: 0.1405 data_time: 0.0027 memory: 4390 loss: 3.1314 2022/12/07 18:26:59 - mmengine - INFO - Epoch(train) [157][2900/5005] lr: 1.1186e-02 eta: 8:19:13 time: 0.1409 data_time: 0.0026 memory: 4390 loss: 2.9242 2022/12/07 18:27:13 - mmengine - INFO - Epoch(train) [157][3000/5005] lr: 1.1176e-02 eta: 8:18:59 time: 0.1411 data_time: 0.0025 memory: 4390 loss: 2.6361 2022/12/07 18:27:27 - mmengine - INFO - Epoch(train) [157][3100/5005] lr: 1.1166e-02 eta: 8:18:46 time: 0.1405 data_time: 0.0026 memory: 4390 loss: 2.8074 2022/12/07 18:27:41 - mmengine - INFO - Epoch(train) [157][3200/5005] lr: 1.1156e-02 eta: 8:18:32 time: 0.1404 data_time: 0.0025 memory: 4390 loss: 2.8129 2022/12/07 18:27:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:27:56 - mmengine - INFO - Epoch(train) [157][3300/5005] lr: 1.1146e-02 eta: 8:18:18 time: 0.1402 data_time: 0.0025 memory: 4390 loss: 3.0916 2022/12/07 18:28:10 - mmengine - INFO - Epoch(train) [157][3400/5005] lr: 1.1137e-02 eta: 8:18:05 time: 0.1400 data_time: 0.0027 memory: 4390 loss: 2.9497 2022/12/07 18:28:24 - mmengine - INFO - Epoch(train) [157][3500/5005] lr: 1.1127e-02 eta: 8:17:51 time: 0.1411 data_time: 0.0024 memory: 4390 loss: 2.9352 2022/12/07 18:28:38 - mmengine - INFO - Epoch(train) [157][3600/5005] lr: 1.1117e-02 eta: 8:17:37 time: 0.1405 data_time: 0.0026 memory: 4390 loss: 2.5101 2022/12/07 18:28:53 - mmengine - INFO - Epoch(train) [157][3700/5005] lr: 1.1107e-02 eta: 8:17:24 time: 0.1415 data_time: 0.0030 memory: 4390 loss: 2.8957 2022/12/07 18:29:07 - mmengine - INFO - Epoch(train) [157][3800/5005] lr: 1.1097e-02 eta: 8:17:10 time: 0.1389 data_time: 0.0027 memory: 4390 loss: 2.6974 2022/12/07 18:29:21 - mmengine - INFO - Epoch(train) [157][3900/5005] lr: 1.1087e-02 eta: 8:16:56 time: 0.1398 data_time: 0.0026 memory: 4390 loss: 2.6360 2022/12/07 18:29:35 - mmengine - INFO - Epoch(train) [157][4000/5005] lr: 1.1077e-02 eta: 8:16:42 time: 0.1407 data_time: 0.0027 memory: 4390 loss: 2.6172 2022/12/07 18:29:49 - mmengine - INFO - Epoch(train) [157][4100/5005] lr: 1.1068e-02 eta: 8:16:29 time: 0.1404 data_time: 0.0028 memory: 4390 loss: 2.7940 2022/12/07 18:30:03 - mmengine - INFO - Epoch(train) [157][4200/5005] lr: 1.1058e-02 eta: 8:16:15 time: 0.1407 data_time: 0.0027 memory: 4390 loss: 3.1241 2022/12/07 18:30:06 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:30:18 - mmengine - INFO - Epoch(train) [157][4300/5005] lr: 1.1048e-02 eta: 8:16:01 time: 0.1389 data_time: 0.0029 memory: 4390 loss: 3.0088 2022/12/07 18:30:32 - mmengine - INFO - Epoch(train) [157][4400/5005] lr: 1.1038e-02 eta: 8:15:48 time: 0.1400 data_time: 0.0028 memory: 4390 loss: 2.4116 2022/12/07 18:30:46 - mmengine - INFO - Epoch(train) [157][4500/5005] lr: 1.1028e-02 eta: 8:15:34 time: 0.1405 data_time: 0.0026 memory: 4390 loss: 2.6030 2022/12/07 18:31:00 - mmengine - INFO - Epoch(train) [157][4600/5005] lr: 1.1018e-02 eta: 8:15:20 time: 0.1390 data_time: 0.0028 memory: 4390 loss: 2.5807 2022/12/07 18:31:14 - mmengine - INFO - Epoch(train) [157][4700/5005] lr: 1.1009e-02 eta: 8:15:06 time: 0.1392 data_time: 0.0027 memory: 4390 loss: 2.8356 2022/12/07 18:31:28 - mmengine - INFO - Epoch(train) [157][4800/5005] lr: 1.0999e-02 eta: 8:14:53 time: 0.1433 data_time: 0.0026 memory: 4390 loss: 2.7325 2022/12/07 18:31:43 - mmengine - INFO - Epoch(train) [157][4900/5005] lr: 1.0989e-02 eta: 8:14:39 time: 0.1391 data_time: 0.0027 memory: 4390 loss: 3.3918 2022/12/07 18:31:57 - mmengine - INFO - Epoch(train) [157][5000/5005] lr: 1.0979e-02 eta: 8:14:25 time: 0.1406 data_time: 0.0036 memory: 4390 loss: 2.4783 2022/12/07 18:31:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:31:57 - mmengine - INFO - Saving checkpoint at 157 epochs 2022/12/07 18:32:08 - mmengine - INFO - Epoch(val) [157][100/196] eta: 0:00:07 time: 0.0851 data_time: 0.0545 memory: 4390 2022/12/07 18:32:27 - mmengine - INFO - Epoch(val) [157][196/196] accuracy/top1: 75.6420 accuracy/top5: 93.2760 2022/12/07 18:32:42 - mmengine - INFO - Epoch(train) [158][ 100/5005] lr: 1.0969e-02 eta: 8:14:11 time: 0.1438 data_time: 0.0022 memory: 4391 loss: 3.0947 2022/12/07 18:32:56 - mmengine - INFO - Epoch(train) [158][ 200/5005] lr: 1.0959e-02 eta: 8:13:57 time: 0.1398 data_time: 0.0022 memory: 4390 loss: 3.0502 2022/12/07 18:32:58 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:33:10 - mmengine - INFO - Epoch(train) [158][ 300/5005] lr: 1.0949e-02 eta: 8:13:44 time: 0.1409 data_time: 0.0020 memory: 4390 loss: 2.9977 2022/12/07 18:33:24 - mmengine - INFO - Epoch(train) [158][ 400/5005] lr: 1.0939e-02 eta: 8:13:30 time: 0.1395 data_time: 0.0020 memory: 4390 loss: 2.4530 2022/12/07 18:33:39 - mmengine - INFO - Epoch(train) [158][ 500/5005] lr: 1.0930e-02 eta: 8:13:16 time: 0.1400 data_time: 0.0021 memory: 4390 loss: 2.7576 2022/12/07 18:33:53 - mmengine - INFO - Epoch(train) [158][ 600/5005] lr: 1.0920e-02 eta: 8:13:03 time: 0.1400 data_time: 0.0021 memory: 4390 loss: 2.5929 2022/12/07 18:34:07 - mmengine - INFO - Epoch(train) [158][ 700/5005] lr: 1.0910e-02 eta: 8:12:49 time: 0.1403 data_time: 0.0028 memory: 4390 loss: 2.7773 2022/12/07 18:34:21 - mmengine - INFO - Epoch(train) [158][ 800/5005] lr: 1.0900e-02 eta: 8:12:35 time: 0.1405 data_time: 0.0023 memory: 4390 loss: 2.8110 2022/12/07 18:34:36 - mmengine - INFO - Epoch(train) [158][ 900/5005] lr: 1.0890e-02 eta: 8:12:21 time: 0.1396 data_time: 0.0023 memory: 4390 loss: 2.8413 2022/12/07 18:34:50 - mmengine - INFO - Epoch(train) [158][1000/5005] lr: 1.0881e-02 eta: 8:12:08 time: 0.1397 data_time: 0.0023 memory: 4390 loss: 2.9788 2022/12/07 18:35:04 - mmengine - INFO - Epoch(train) [158][1100/5005] lr: 1.0871e-02 eta: 8:11:54 time: 0.1396 data_time: 0.0023 memory: 4390 loss: 3.2648 2022/12/07 18:35:19 - mmengine - INFO - Epoch(train) [158][1200/5005] lr: 1.0861e-02 eta: 8:11:40 time: 0.1454 data_time: 0.0025 memory: 4390 loss: 2.8729 2022/12/07 18:35:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:35:33 - mmengine - INFO - Epoch(train) [158][1300/5005] lr: 1.0851e-02 eta: 8:11:27 time: 0.1414 data_time: 0.0023 memory: 4390 loss: 2.7006 2022/12/07 18:35:47 - mmengine - INFO - Epoch(train) [158][1400/5005] lr: 1.0842e-02 eta: 8:11:13 time: 0.1388 data_time: 0.0025 memory: 4390 loss: 2.6465 2022/12/07 18:36:01 - mmengine - INFO - Epoch(train) [158][1500/5005] lr: 1.0832e-02 eta: 8:10:59 time: 0.1417 data_time: 0.0023 memory: 4390 loss: 2.4493 2022/12/07 18:36:16 - mmengine - INFO - Epoch(train) [158][1600/5005] lr: 1.0822e-02 eta: 8:10:46 time: 0.1408 data_time: 0.0024 memory: 4390 loss: 3.2368 2022/12/07 18:36:30 - mmengine - INFO - Epoch(train) [158][1700/5005] lr: 1.0812e-02 eta: 8:10:32 time: 0.1417 data_time: 0.0023 memory: 4390 loss: 2.5441 2022/12/07 18:36:44 - mmengine - INFO - Epoch(train) [158][1800/5005] lr: 1.0803e-02 eta: 8:10:18 time: 0.1531 data_time: 0.0024 memory: 4390 loss: 2.6086 2022/12/07 18:36:58 - mmengine - INFO - Epoch(train) [158][1900/5005] lr: 1.0793e-02 eta: 8:10:05 time: 0.1395 data_time: 0.0024 memory: 4390 loss: 2.7408 2022/12/07 18:37:13 - mmengine - INFO - Epoch(train) [158][2000/5005] lr: 1.0783e-02 eta: 8:09:51 time: 0.1402 data_time: 0.0023 memory: 4390 loss: 2.6664 2022/12/07 18:37:27 - mmengine - INFO - Epoch(train) [158][2100/5005] lr: 1.0773e-02 eta: 8:09:37 time: 0.1404 data_time: 0.0023 memory: 4390 loss: 2.6628 2022/12/07 18:37:41 - mmengine - INFO - Epoch(train) [158][2200/5005] lr: 1.0764e-02 eta: 8:09:23 time: 0.1409 data_time: 0.0025 memory: 4390 loss: 2.7877 2022/12/07 18:37:43 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:37:55 - mmengine - INFO - Epoch(train) [158][2300/5005] lr: 1.0754e-02 eta: 8:09:10 time: 0.1407 data_time: 0.0027 memory: 4390 loss: 3.2363 2022/12/07 18:38:09 - mmengine - INFO - Epoch(train) [158][2400/5005] lr: 1.0744e-02 eta: 8:08:56 time: 0.1433 data_time: 0.0023 memory: 4390 loss: 2.6990 2022/12/07 18:38:23 - mmengine - INFO - Epoch(train) [158][2500/5005] lr: 1.0734e-02 eta: 8:08:42 time: 0.1450 data_time: 0.0023 memory: 4390 loss: 2.6452 2022/12/07 18:38:38 - mmengine - INFO - Epoch(train) [158][2600/5005] lr: 1.0725e-02 eta: 8:08:28 time: 0.1390 data_time: 0.0030 memory: 4390 loss: 2.9609 2022/12/07 18:38:52 - mmengine - INFO - Epoch(train) [158][2700/5005] lr: 1.0715e-02 eta: 8:08:15 time: 0.1405 data_time: 0.0025 memory: 4390 loss: 2.9077 2022/12/07 18:39:06 - mmengine - INFO - Epoch(train) [158][2800/5005] lr: 1.0705e-02 eta: 8:08:01 time: 0.1396 data_time: 0.0022 memory: 4390 loss: 2.8638 2022/12/07 18:39:20 - mmengine - INFO - Epoch(train) [158][2900/5005] lr: 1.0696e-02 eta: 8:07:47 time: 0.1462 data_time: 0.0025 memory: 4390 loss: 2.7586 2022/12/07 18:39:34 - mmengine - INFO - Epoch(train) [158][3000/5005] lr: 1.0686e-02 eta: 8:07:34 time: 0.1398 data_time: 0.0023 memory: 4390 loss: 2.5584 2022/12/07 18:39:48 - mmengine - INFO - Epoch(train) [158][3100/5005] lr: 1.0676e-02 eta: 8:07:20 time: 0.1388 data_time: 0.0023 memory: 4390 loss: 3.1319 2022/12/07 18:40:02 - mmengine - INFO - Epoch(train) [158][3200/5005] lr: 1.0667e-02 eta: 8:07:06 time: 0.1399 data_time: 0.0024 memory: 4390 loss: 2.4093 2022/12/07 18:40:05 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:40:17 - mmengine - INFO - Epoch(train) [158][3300/5005] lr: 1.0657e-02 eta: 8:06:52 time: 0.1397 data_time: 0.0023 memory: 4390 loss: 2.9719 2022/12/07 18:40:31 - mmengine - INFO - Epoch(train) [158][3400/5005] lr: 1.0647e-02 eta: 8:06:39 time: 0.1398 data_time: 0.0023 memory: 4390 loss: 2.9422 2022/12/07 18:40:45 - mmengine - INFO - Epoch(train) [158][3500/5005] lr: 1.0638e-02 eta: 8:06:25 time: 0.1387 data_time: 0.0023 memory: 4390 loss: 3.0522 2022/12/07 18:40:59 - mmengine - INFO - Epoch(train) [158][3600/5005] lr: 1.0628e-02 eta: 8:06:11 time: 0.1398 data_time: 0.0023 memory: 4390 loss: 2.5072 2022/12/07 18:41:13 - mmengine - INFO - Epoch(train) [158][3700/5005] lr: 1.0618e-02 eta: 8:05:57 time: 0.1390 data_time: 0.0023 memory: 4390 loss: 2.6764 2022/12/07 18:41:27 - mmengine - INFO - Epoch(train) [158][3800/5005] lr: 1.0609e-02 eta: 8:05:44 time: 0.1399 data_time: 0.0026 memory: 4390 loss: 2.4884 2022/12/07 18:41:41 - mmengine - INFO - Epoch(train) [158][3900/5005] lr: 1.0599e-02 eta: 8:05:30 time: 0.1394 data_time: 0.0025 memory: 4390 loss: 2.7827 2022/12/07 18:41:56 - mmengine - INFO - Epoch(train) [158][4000/5005] lr: 1.0589e-02 eta: 8:05:16 time: 0.1409 data_time: 0.0031 memory: 4390 loss: 2.4677 2022/12/07 18:42:10 - mmengine - INFO - Epoch(train) [158][4100/5005] lr: 1.0580e-02 eta: 8:05:03 time: 0.1486 data_time: 0.0021 memory: 4390 loss: 3.2246 2022/12/07 18:42:24 - mmengine - INFO - Epoch(train) [158][4200/5005] lr: 1.0570e-02 eta: 8:04:49 time: 0.1418 data_time: 0.0022 memory: 4390 loss: 2.6671 2022/12/07 18:42:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:42:39 - mmengine - INFO - Epoch(train) [158][4300/5005] lr: 1.0560e-02 eta: 8:04:35 time: 0.1401 data_time: 0.0027 memory: 4390 loss: 2.9621 2022/12/07 18:42:53 - mmengine - INFO - Epoch(train) [158][4400/5005] lr: 1.0551e-02 eta: 8:04:22 time: 0.1402 data_time: 0.0029 memory: 4390 loss: 3.0731 2022/12/07 18:43:07 - mmengine - INFO - Epoch(train) [158][4500/5005] lr: 1.0541e-02 eta: 8:04:08 time: 0.1420 data_time: 0.0026 memory: 4390 loss: 2.4103 2022/12/07 18:43:22 - mmengine - INFO - Epoch(train) [158][4600/5005] lr: 1.0531e-02 eta: 8:03:54 time: 0.1408 data_time: 0.0026 memory: 4390 loss: 2.5928 2022/12/07 18:43:36 - mmengine - INFO - Epoch(train) [158][4700/5005] lr: 1.0522e-02 eta: 8:03:41 time: 0.1405 data_time: 0.0028 memory: 4390 loss: 2.8145 2022/12/07 18:43:50 - mmengine - INFO - Epoch(train) [158][4800/5005] lr: 1.0512e-02 eta: 8:03:27 time: 0.1403 data_time: 0.0026 memory: 4390 loss: 2.8266 2022/12/07 18:44:04 - mmengine - INFO - Epoch(train) [158][4900/5005] lr: 1.0502e-02 eta: 8:03:13 time: 0.1413 data_time: 0.0033 memory: 4390 loss: 3.2702 2022/12/07 18:44:19 - mmengine - INFO - Epoch(train) [158][5000/5005] lr: 1.0493e-02 eta: 8:02:59 time: 0.1411 data_time: 0.0039 memory: 4390 loss: 2.9270 2022/12/07 18:44:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:44:19 - mmengine - INFO - Saving checkpoint at 158 epochs 2022/12/07 18:44:30 - mmengine - INFO - Epoch(val) [158][100/196] eta: 0:00:07 time: 0.0752 data_time: 0.0444 memory: 4390 2022/12/07 18:44:49 - mmengine - INFO - Epoch(val) [158][196/196] accuracy/top1: 76.0660 accuracy/top5: 93.1520 2022/12/07 18:45:04 - mmengine - INFO - Epoch(train) [159][ 100/5005] lr: 1.0483e-02 eta: 8:02:45 time: 0.1410 data_time: 0.0027 memory: 4390 loss: 2.8376 2022/12/07 18:45:18 - mmengine - INFO - Epoch(train) [159][ 200/5005] lr: 1.0473e-02 eta: 8:02:32 time: 0.1413 data_time: 0.0027 memory: 4390 loss: 2.6868 2022/12/07 18:45:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:45:32 - mmengine - INFO - Epoch(train) [159][ 300/5005] lr: 1.0464e-02 eta: 8:02:18 time: 0.1401 data_time: 0.0023 memory: 4390 loss: 3.0116 2022/12/07 18:45:47 - mmengine - INFO - Epoch(train) [159][ 400/5005] lr: 1.0454e-02 eta: 8:02:04 time: 0.1398 data_time: 0.0027 memory: 4390 loss: 2.8149 2022/12/07 18:46:01 - mmengine - INFO - Epoch(train) [159][ 500/5005] lr: 1.0444e-02 eta: 8:01:50 time: 0.1397 data_time: 0.0026 memory: 4390 loss: 2.8545 2022/12/07 18:46:15 - mmengine - INFO - Epoch(train) [159][ 600/5005] lr: 1.0435e-02 eta: 8:01:37 time: 0.1388 data_time: 0.0027 memory: 4390 loss: 2.6810 2022/12/07 18:46:29 - mmengine - INFO - Epoch(train) [159][ 700/5005] lr: 1.0425e-02 eta: 8:01:23 time: 0.1402 data_time: 0.0027 memory: 4390 loss: 2.6947 2022/12/07 18:46:43 - mmengine - INFO - Epoch(train) [159][ 800/5005] lr: 1.0416e-02 eta: 8:01:09 time: 0.1393 data_time: 0.0028 memory: 4390 loss: 2.4501 2022/12/07 18:46:57 - mmengine - INFO - Epoch(train) [159][ 900/5005] lr: 1.0406e-02 eta: 8:00:55 time: 0.1391 data_time: 0.0026 memory: 4390 loss: 2.8006 2022/12/07 18:47:11 - mmengine - INFO - Epoch(train) [159][1000/5005] lr: 1.0396e-02 eta: 8:00:42 time: 0.1397 data_time: 0.0027 memory: 4390 loss: 2.6941 2022/12/07 18:47:25 - mmengine - INFO - Epoch(train) [159][1100/5005] lr: 1.0387e-02 eta: 8:00:28 time: 0.1389 data_time: 0.0027 memory: 4390 loss: 2.8438 2022/12/07 18:47:39 - mmengine - INFO - Epoch(train) [159][1200/5005] lr: 1.0377e-02 eta: 8:00:14 time: 0.1390 data_time: 0.0028 memory: 4390 loss: 2.7030 2022/12/07 18:47:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:47:53 - mmengine - INFO - Epoch(train) [159][1300/5005] lr: 1.0368e-02 eta: 8:00:00 time: 0.1394 data_time: 0.0029 memory: 4390 loss: 2.4289 2022/12/07 18:48:08 - mmengine - INFO - Epoch(train) [159][1400/5005] lr: 1.0358e-02 eta: 7:59:47 time: 0.1407 data_time: 0.0028 memory: 4390 loss: 2.7041 2022/12/07 18:48:22 - mmengine - INFO - Epoch(train) [159][1500/5005] lr: 1.0349e-02 eta: 7:59:33 time: 0.1394 data_time: 0.0030 memory: 4390 loss: 2.5219 2022/12/07 18:48:36 - mmengine - INFO - Epoch(train) [159][1600/5005] lr: 1.0339e-02 eta: 7:59:19 time: 0.1408 data_time: 0.0028 memory: 4390 loss: 2.6942 2022/12/07 18:48:50 - mmengine - INFO - Epoch(train) [159][1700/5005] lr: 1.0329e-02 eta: 7:59:06 time: 0.1397 data_time: 0.0027 memory: 4390 loss: 2.4827 2022/12/07 18:49:04 - mmengine - INFO - Epoch(train) [159][1800/5005] lr: 1.0320e-02 eta: 7:58:52 time: 0.1404 data_time: 0.0026 memory: 4390 loss: 2.7797 2022/12/07 18:49:19 - mmengine - INFO - Epoch(train) [159][1900/5005] lr: 1.0310e-02 eta: 7:58:38 time: 0.1400 data_time: 0.0028 memory: 4390 loss: 2.4540 2022/12/07 18:49:33 - mmengine - INFO - Epoch(train) [159][2000/5005] lr: 1.0301e-02 eta: 7:58:24 time: 0.1417 data_time: 0.0029 memory: 4390 loss: 2.9355 2022/12/07 18:49:47 - mmengine - INFO - Epoch(train) [159][2100/5005] lr: 1.0291e-02 eta: 7:58:11 time: 0.1406 data_time: 0.0033 memory: 4390 loss: 3.1609 2022/12/07 18:50:01 - mmengine - INFO - Epoch(train) [159][2200/5005] lr: 1.0282e-02 eta: 7:57:57 time: 0.1411 data_time: 0.0035 memory: 4390 loss: 2.5361 2022/12/07 18:50:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:50:16 - mmengine - INFO - Epoch(train) [159][2300/5005] lr: 1.0272e-02 eta: 7:57:43 time: 0.1448 data_time: 0.0033 memory: 4390 loss: 2.7335 2022/12/07 18:50:30 - mmengine - INFO - Epoch(train) [159][2400/5005] lr: 1.0263e-02 eta: 7:57:30 time: 0.1404 data_time: 0.0033 memory: 4390 loss: 2.3937 2022/12/07 18:50:44 - mmengine - INFO - Epoch(train) [159][2500/5005] lr: 1.0253e-02 eta: 7:57:16 time: 0.1407 data_time: 0.0033 memory: 4390 loss: 2.9596 2022/12/07 18:50:58 - mmengine - INFO - Epoch(train) [159][2600/5005] lr: 1.0244e-02 eta: 7:57:02 time: 0.1408 data_time: 0.0028 memory: 4390 loss: 2.6821 2022/12/07 18:51:12 - mmengine - INFO - Epoch(train) [159][2700/5005] lr: 1.0234e-02 eta: 7:56:48 time: 0.1387 data_time: 0.0027 memory: 4390 loss: 2.9467 2022/12/07 18:51:26 - mmengine - INFO - Epoch(train) [159][2800/5005] lr: 1.0225e-02 eta: 7:56:35 time: 0.1391 data_time: 0.0027 memory: 4390 loss: 2.7435 2022/12/07 18:51:41 - mmengine - INFO - Epoch(train) [159][2900/5005] lr: 1.0215e-02 eta: 7:56:21 time: 0.1414 data_time: 0.0028 memory: 4390 loss: 2.6395 2022/12/07 18:51:55 - mmengine - INFO - Epoch(train) [159][3000/5005] lr: 1.0206e-02 eta: 7:56:07 time: 0.1437 data_time: 0.0027 memory: 4390 loss: 2.8748 2022/12/07 18:52:09 - mmengine - INFO - Epoch(train) [159][3100/5005] lr: 1.0196e-02 eta: 7:55:54 time: 0.1400 data_time: 0.0028 memory: 4390 loss: 2.6184 2022/12/07 18:52:24 - mmengine - INFO - Epoch(train) [159][3200/5005] lr: 1.0187e-02 eta: 7:55:40 time: 0.1415 data_time: 0.0028 memory: 4390 loss: 2.9837 2022/12/07 18:52:25 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:52:38 - mmengine - INFO - Epoch(train) [159][3300/5005] lr: 1.0177e-02 eta: 7:55:26 time: 0.1397 data_time: 0.0027 memory: 4390 loss: 2.7593 2022/12/07 18:52:52 - mmengine - INFO - Epoch(train) [159][3400/5005] lr: 1.0168e-02 eta: 7:55:12 time: 0.1393 data_time: 0.0027 memory: 4390 loss: 2.6145 2022/12/07 18:53:06 - mmengine - INFO - Epoch(train) [159][3500/5005] lr: 1.0158e-02 eta: 7:54:59 time: 0.1394 data_time: 0.0027 memory: 4390 loss: 2.8352 2022/12/07 18:53:20 - mmengine - INFO - Epoch(train) [159][3600/5005] lr: 1.0149e-02 eta: 7:54:45 time: 0.1416 data_time: 0.0032 memory: 4390 loss: 2.7250 2022/12/07 18:53:34 - mmengine - INFO - Epoch(train) [159][3700/5005] lr: 1.0139e-02 eta: 7:54:31 time: 0.1387 data_time: 0.0027 memory: 4390 loss: 2.5753 2022/12/07 18:53:49 - mmengine - INFO - Epoch(train) [159][3800/5005] lr: 1.0130e-02 eta: 7:54:17 time: 0.1388 data_time: 0.0027 memory: 4390 loss: 2.9835 2022/12/07 18:54:03 - mmengine - INFO - Epoch(train) [159][3900/5005] lr: 1.0120e-02 eta: 7:54:04 time: 0.1388 data_time: 0.0026 memory: 4390 loss: 2.7852 2022/12/07 18:54:17 - mmengine - INFO - Epoch(train) [159][4000/5005] lr: 1.0111e-02 eta: 7:53:50 time: 0.1469 data_time: 0.0026 memory: 4390 loss: 2.6670 2022/12/07 18:54:31 - mmengine - INFO - Epoch(train) [159][4100/5005] lr: 1.0101e-02 eta: 7:53:36 time: 0.1400 data_time: 0.0028 memory: 4390 loss: 2.3695 2022/12/07 18:54:45 - mmengine - INFO - Epoch(train) [159][4200/5005] lr: 1.0092e-02 eta: 7:53:23 time: 0.1387 data_time: 0.0028 memory: 4390 loss: 2.5598 2022/12/07 18:54:47 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:54:59 - mmengine - INFO - Epoch(train) [159][4300/5005] lr: 1.0082e-02 eta: 7:53:09 time: 0.1383 data_time: 0.0027 memory: 4390 loss: 2.9524 2022/12/07 18:55:13 - mmengine - INFO - Epoch(train) [159][4400/5005] lr: 1.0073e-02 eta: 7:52:55 time: 0.1388 data_time: 0.0028 memory: 4390 loss: 2.8170 2022/12/07 18:55:27 - mmengine - INFO - Epoch(train) [159][4500/5005] lr: 1.0063e-02 eta: 7:52:41 time: 0.1392 data_time: 0.0030 memory: 4390 loss: 2.9525 2022/12/07 18:55:42 - mmengine - INFO - Epoch(train) [159][4600/5005] lr: 1.0054e-02 eta: 7:52:27 time: 0.1387 data_time: 0.0028 memory: 4390 loss: 2.6285 2022/12/07 18:55:56 - mmengine - INFO - Epoch(train) [159][4700/5005] lr: 1.0045e-02 eta: 7:52:14 time: 0.1483 data_time: 0.0028 memory: 4390 loss: 2.5131 2022/12/07 18:56:10 - mmengine - INFO - Epoch(train) [159][4800/5005] lr: 1.0035e-02 eta: 7:52:00 time: 0.1388 data_time: 0.0027 memory: 4390 loss: 2.8098 2022/12/07 18:56:24 - mmengine - INFO - Epoch(train) [159][4900/5005] lr: 1.0026e-02 eta: 7:51:46 time: 0.1395 data_time: 0.0029 memory: 4390 loss: 2.4211 2022/12/07 18:56:38 - mmengine - INFO - Epoch(train) [159][5000/5005] lr: 1.0016e-02 eta: 7:51:33 time: 0.1490 data_time: 0.0035 memory: 4390 loss: 3.3463 2022/12/07 18:56:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:56:39 - mmengine - INFO - Saving checkpoint at 159 epochs 2022/12/07 18:56:49 - mmengine - INFO - Epoch(val) [159][100/196] eta: 0:00:07 time: 0.0773 data_time: 0.0464 memory: 4390 2022/12/07 18:57:08 - mmengine - INFO - Epoch(val) [159][196/196] accuracy/top1: 76.1820 accuracy/top5: 93.0860 2022/12/07 18:57:23 - mmengine - INFO - Epoch(train) [160][ 100/5005] lr: 1.0006e-02 eta: 7:51:18 time: 0.1401 data_time: 0.0028 memory: 4390 loss: 2.6346 2022/12/07 18:57:37 - mmengine - INFO - Epoch(train) [160][ 200/5005] lr: 9.9970e-03 eta: 7:51:05 time: 0.1397 data_time: 0.0027 memory: 4390 loss: 2.9130 2022/12/07 18:57:38 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 18:57:51 - mmengine - INFO - Epoch(train) [160][ 300/5005] lr: 9.9876e-03 eta: 7:50:51 time: 0.1386 data_time: 0.0027 memory: 4390 loss: 2.6353 2022/12/07 18:58:05 - mmengine - INFO - Epoch(train) [160][ 400/5005] lr: 9.9782e-03 eta: 7:50:37 time: 0.1386 data_time: 0.0028 memory: 4390 loss: 2.6601 2022/12/07 18:58:19 - mmengine - INFO - Epoch(train) [160][ 500/5005] lr: 9.9688e-03 eta: 7:50:23 time: 0.1387 data_time: 0.0028 memory: 4390 loss: 2.6538 2022/12/07 18:58:33 - mmengine - INFO - Epoch(train) [160][ 600/5005] lr: 9.9594e-03 eta: 7:50:10 time: 0.1388 data_time: 0.0028 memory: 4390 loss: 2.8553 2022/12/07 18:58:48 - mmengine - INFO - Epoch(train) [160][ 700/5005] lr: 9.9500e-03 eta: 7:49:56 time: 0.1395 data_time: 0.0028 memory: 4390 loss: 2.8058 2022/12/07 18:59:02 - mmengine - INFO - Epoch(train) [160][ 800/5005] lr: 9.9406e-03 eta: 7:49:42 time: 0.1393 data_time: 0.0027 memory: 4390 loss: 2.3513 2022/12/07 18:59:16 - mmengine - INFO - Epoch(train) [160][ 900/5005] lr: 9.9312e-03 eta: 7:49:28 time: 0.1395 data_time: 0.0027 memory: 4390 loss: 2.8222 2022/12/07 18:59:30 - mmengine - INFO - Epoch(train) [160][1000/5005] lr: 9.9218e-03 eta: 7:49:15 time: 0.1407 data_time: 0.0030 memory: 4390 loss: 2.4167 2022/12/07 18:59:44 - mmengine - INFO - Epoch(train) [160][1100/5005] lr: 9.9125e-03 eta: 7:49:01 time: 0.1401 data_time: 0.0027 memory: 4390 loss: 2.5144 2022/12/07 18:59:59 - mmengine - INFO - Epoch(train) [160][1200/5005] lr: 9.9031e-03 eta: 7:48:47 time: 0.1453 data_time: 0.0030 memory: 4390 loss: 2.9133 2022/12/07 18:59:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:00:13 - mmengine - INFO - Epoch(train) [160][1300/5005] lr: 9.8937e-03 eta: 7:48:34 time: 0.1406 data_time: 0.0032 memory: 4390 loss: 2.8329 2022/12/07 19:00:27 - mmengine - INFO - Epoch(train) [160][1400/5005] lr: 9.8843e-03 eta: 7:48:20 time: 0.1408 data_time: 0.0027 memory: 4390 loss: 2.9433 2022/12/07 19:00:41 - mmengine - INFO - Epoch(train) [160][1500/5005] lr: 9.8750e-03 eta: 7:48:06 time: 0.1387 data_time: 0.0028 memory: 4390 loss: 2.9505 2022/12/07 19:00:55 - mmengine - INFO - Epoch(train) [160][1600/5005] lr: 9.8656e-03 eta: 7:47:52 time: 0.1383 data_time: 0.0027 memory: 4390 loss: 2.8177 2022/12/07 19:01:10 - mmengine - INFO - Epoch(train) [160][1700/5005] lr: 9.8563e-03 eta: 7:47:39 time: 0.1412 data_time: 0.0027 memory: 4390 loss: 2.8892 2022/12/07 19:01:24 - mmengine - INFO - Epoch(train) [160][1800/5005] lr: 9.8469e-03 eta: 7:47:25 time: 0.1411 data_time: 0.0028 memory: 4390 loss: 2.7733 2022/12/07 19:01:38 - mmengine - INFO - Epoch(train) [160][1900/5005] lr: 9.8376e-03 eta: 7:47:11 time: 0.1387 data_time: 0.0028 memory: 4390 loss: 2.8557 2022/12/07 19:01:52 - mmengine - INFO - Epoch(train) [160][2000/5005] lr: 9.8282e-03 eta: 7:46:57 time: 0.1387 data_time: 0.0027 memory: 4390 loss: 3.0612 2022/12/07 19:02:06 - mmengine - INFO - Epoch(train) [160][2100/5005] lr: 9.8189e-03 eta: 7:46:44 time: 0.1388 data_time: 0.0026 memory: 4390 loss: 2.7322 2022/12/07 19:02:20 - mmengine - INFO - Epoch(train) [160][2200/5005] lr: 9.8095e-03 eta: 7:46:30 time: 0.1388 data_time: 0.0027 memory: 4390 loss: 2.8361 2022/12/07 19:02:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:02:35 - mmengine - INFO - Epoch(train) [160][2300/5005] lr: 9.8002e-03 eta: 7:46:16 time: 0.1410 data_time: 0.0034 memory: 4390 loss: 2.6765 2022/12/07 19:02:49 - mmengine - INFO - Epoch(train) [160][2400/5005] lr: 9.7909e-03 eta: 7:46:03 time: 0.1384 data_time: 0.0027 memory: 4390 loss: 2.9171 2022/12/07 19:03:03 - mmengine - INFO - Epoch(train) [160][2500/5005] lr: 9.7815e-03 eta: 7:45:49 time: 0.1385 data_time: 0.0027 memory: 4390 loss: 2.9949 2022/12/07 19:03:17 - mmengine - INFO - Epoch(train) [160][2600/5005] lr: 9.7722e-03 eta: 7:45:35 time: 0.1386 data_time: 0.0027 memory: 4390 loss: 2.7803 2022/12/07 19:03:31 - mmengine - INFO - Epoch(train) [160][2700/5005] lr: 9.7629e-03 eta: 7:45:21 time: 0.1416 data_time: 0.0028 memory: 4390 loss: 2.9690 2022/12/07 19:03:45 - mmengine - INFO - Epoch(train) [160][2800/5005] lr: 9.7536e-03 eta: 7:45:08 time: 0.1393 data_time: 0.0026 memory: 4390 loss: 3.0613 2022/12/07 19:04:00 - mmengine - INFO - Epoch(train) [160][2900/5005] lr: 9.7443e-03 eta: 7:44:54 time: 0.1448 data_time: 0.0027 memory: 4390 loss: 2.5218 2022/12/07 19:04:14 - mmengine - INFO - Epoch(train) [160][3000/5005] lr: 9.7350e-03 eta: 7:44:40 time: 0.1397 data_time: 0.0027 memory: 4390 loss: 2.0529 2022/12/07 19:04:28 - mmengine - INFO - Epoch(train) [160][3100/5005] lr: 9.7257e-03 eta: 7:44:26 time: 0.1394 data_time: 0.0029 memory: 4390 loss: 2.4432 2022/12/07 19:04:42 - mmengine - INFO - Epoch(train) [160][3200/5005] lr: 9.7164e-03 eta: 7:44:13 time: 0.1390 data_time: 0.0027 memory: 4390 loss: 2.0583 2022/12/07 19:04:43 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:04:56 - mmengine - INFO - Epoch(train) [160][3300/5005] lr: 9.7071e-03 eta: 7:43:59 time: 0.1403 data_time: 0.0027 memory: 4390 loss: 2.9466 2022/12/07 19:05:10 - mmengine - INFO - Epoch(train) [160][3400/5005] lr: 9.6978e-03 eta: 7:43:45 time: 0.1392 data_time: 0.0029 memory: 4390 loss: 2.7955 2022/12/07 19:05:24 - mmengine - INFO - Epoch(train) [160][3500/5005] lr: 9.6885e-03 eta: 7:43:31 time: 0.1429 data_time: 0.0030 memory: 4390 loss: 3.0116 2022/12/07 19:05:39 - mmengine - INFO - Epoch(train) [160][3600/5005] lr: 9.6792e-03 eta: 7:43:18 time: 0.1400 data_time: 0.0028 memory: 4390 loss: 2.5677 2022/12/07 19:05:53 - mmengine - INFO - Epoch(train) [160][3700/5005] lr: 9.6700e-03 eta: 7:43:04 time: 0.1386 data_time: 0.0027 memory: 4390 loss: 3.0365 2022/12/07 19:06:07 - mmengine - INFO - Epoch(train) [160][3800/5005] lr: 9.6607e-03 eta: 7:42:50 time: 0.1392 data_time: 0.0028 memory: 4390 loss: 2.5889 2022/12/07 19:06:21 - mmengine - INFO - Epoch(train) [160][3900/5005] lr: 9.6514e-03 eta: 7:42:36 time: 0.1413 data_time: 0.0028 memory: 4390 loss: 2.6570 2022/12/07 19:06:35 - mmengine - INFO - Epoch(train) [160][4000/5005] lr: 9.6421e-03 eta: 7:42:23 time: 0.1406 data_time: 0.0027 memory: 4390 loss: 2.6515 2022/12/07 19:06:49 - mmengine - INFO - Epoch(train) [160][4100/5005] lr: 9.6329e-03 eta: 7:42:09 time: 0.1390 data_time: 0.0027 memory: 4390 loss: 2.6243 2022/12/07 19:07:04 - mmengine - INFO - Epoch(train) [160][4200/5005] lr: 9.6236e-03 eta: 7:41:55 time: 0.1399 data_time: 0.0027 memory: 4390 loss: 3.0265 2022/12/07 19:07:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:07:18 - mmengine - INFO - Epoch(train) [160][4300/5005] lr: 9.6144e-03 eta: 7:41:42 time: 0.1389 data_time: 0.0027 memory: 4390 loss: 2.8689 2022/12/07 19:07:32 - mmengine - INFO - Epoch(train) [160][4400/5005] lr: 9.6051e-03 eta: 7:41:28 time: 0.1386 data_time: 0.0029 memory: 4390 loss: 2.5601 2022/12/07 19:07:46 - mmengine - INFO - Epoch(train) [160][4500/5005] lr: 9.5959e-03 eta: 7:41:14 time: 0.1392 data_time: 0.0028 memory: 4390 loss: 2.4329 2022/12/07 19:08:00 - mmengine - INFO - Epoch(train) [160][4600/5005] lr: 9.5866e-03 eta: 7:41:00 time: 0.1426 data_time: 0.0028 memory: 4390 loss: 2.3153 2022/12/07 19:08:14 - mmengine - INFO - Epoch(train) [160][4700/5005] lr: 9.5774e-03 eta: 7:40:47 time: 0.1394 data_time: 0.0029 memory: 4390 loss: 3.1319 2022/12/07 19:08:28 - mmengine - INFO - Epoch(train) [160][4800/5005] lr: 9.5682e-03 eta: 7:40:33 time: 0.1391 data_time: 0.0028 memory: 4390 loss: 2.5840 2022/12/07 19:08:43 - mmengine - INFO - Epoch(train) [160][4900/5005] lr: 9.5589e-03 eta: 7:40:19 time: 0.1395 data_time: 0.0028 memory: 4390 loss: 3.0226 2022/12/07 19:08:57 - mmengine - INFO - Epoch(train) [160][5000/5005] lr: 9.5497e-03 eta: 7:40:05 time: 0.1418 data_time: 0.0036 memory: 4390 loss: 2.6711 2022/12/07 19:08:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:08:57 - mmengine - INFO - Saving checkpoint at 160 epochs 2022/12/07 19:09:08 - mmengine - INFO - Epoch(val) [160][100/196] eta: 0:00:07 time: 0.0753 data_time: 0.0446 memory: 4390 2022/12/07 19:09:26 - mmengine - INFO - Epoch(val) [160][196/196] accuracy/top1: 76.3060 accuracy/top5: 93.2840 2022/12/07 19:09:41 - mmengine - INFO - Epoch(train) [161][ 100/5005] lr: 9.5400e-03 eta: 7:39:51 time: 0.1415 data_time: 0.0022 memory: 4391 loss: 3.1253 2022/12/07 19:09:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:09:55 - mmengine - INFO - Epoch(train) [161][ 200/5005] lr: 9.5308e-03 eta: 7:39:37 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 2.9476 2022/12/07 19:10:09 - mmengine - INFO - Epoch(train) [161][ 300/5005] lr: 9.5216e-03 eta: 7:39:24 time: 0.1395 data_time: 0.0022 memory: 4390 loss: 2.6616 2022/12/07 19:10:23 - mmengine - INFO - Epoch(train) [161][ 400/5005] lr: 9.5124e-03 eta: 7:39:10 time: 0.1392 data_time: 0.0022 memory: 4390 loss: 2.9283 2022/12/07 19:10:38 - mmengine - INFO - Epoch(train) [161][ 500/5005] lr: 9.5032e-03 eta: 7:38:56 time: 0.1400 data_time: 0.0023 memory: 4390 loss: 2.7581 2022/12/07 19:10:52 - mmengine - INFO - Epoch(train) [161][ 600/5005] lr: 9.4940e-03 eta: 7:38:43 time: 0.1403 data_time: 0.0025 memory: 4390 loss: 2.2915 2022/12/07 19:11:06 - mmengine - INFO - Epoch(train) [161][ 700/5005] lr: 9.4848e-03 eta: 7:38:29 time: 0.1398 data_time: 0.0022 memory: 4390 loss: 2.7952 2022/12/07 19:11:20 - mmengine - INFO - Epoch(train) [161][ 800/5005] lr: 9.4756e-03 eta: 7:38:15 time: 0.1401 data_time: 0.0024 memory: 4390 loss: 3.3772 2022/12/07 19:11:34 - mmengine - INFO - Epoch(train) [161][ 900/5005] lr: 9.4664e-03 eta: 7:38:01 time: 0.1400 data_time: 0.0022 memory: 4390 loss: 2.6717 2022/12/07 19:11:48 - mmengine - INFO - Epoch(train) [161][1000/5005] lr: 9.4572e-03 eta: 7:37:48 time: 0.1399 data_time: 0.0022 memory: 4390 loss: 2.8594 2022/12/07 19:12:03 - mmengine - INFO - Epoch(train) [161][1100/5005] lr: 9.4480e-03 eta: 7:37:34 time: 0.1420 data_time: 0.0024 memory: 4390 loss: 2.5869 2022/12/07 19:12:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:12:17 - mmengine - INFO - Epoch(train) [161][1200/5005] lr: 9.4388e-03 eta: 7:37:20 time: 0.1399 data_time: 0.0021 memory: 4390 loss: 2.5010 2022/12/07 19:12:31 - mmengine - INFO - Epoch(train) [161][1300/5005] lr: 9.4297e-03 eta: 7:37:06 time: 0.1413 data_time: 0.0023 memory: 4390 loss: 3.0132 2022/12/07 19:12:46 - mmengine - INFO - Epoch(train) [161][1400/5005] lr: 9.4205e-03 eta: 7:36:53 time: 0.1416 data_time: 0.0022 memory: 4390 loss: 2.4089 2022/12/07 19:13:00 - mmengine - INFO - Epoch(train) [161][1500/5005] lr: 9.4113e-03 eta: 7:36:39 time: 0.1409 data_time: 0.0023 memory: 4390 loss: 2.5709 2022/12/07 19:13:14 - mmengine - INFO - Epoch(train) [161][1600/5005] lr: 9.4022e-03 eta: 7:36:25 time: 0.1411 data_time: 0.0021 memory: 4390 loss: 2.7906 2022/12/07 19:13:28 - mmengine - INFO - Epoch(train) [161][1700/5005] lr: 9.3930e-03 eta: 7:36:12 time: 0.1408 data_time: 0.0021 memory: 4390 loss: 2.8391 2022/12/07 19:13:43 - mmengine - INFO - Epoch(train) [161][1800/5005] lr: 9.3839e-03 eta: 7:35:58 time: 0.1421 data_time: 0.0023 memory: 4390 loss: 2.8788 2022/12/07 19:13:57 - mmengine - INFO - Epoch(train) [161][1900/5005] lr: 9.3747e-03 eta: 7:35:44 time: 0.1439 data_time: 0.0023 memory: 4390 loss: 3.1843 2022/12/07 19:14:11 - mmengine - INFO - Epoch(train) [161][2000/5005] lr: 9.3656e-03 eta: 7:35:31 time: 0.1412 data_time: 0.0022 memory: 4390 loss: 2.5440 2022/12/07 19:14:26 - mmengine - INFO - Epoch(train) [161][2100/5005] lr: 9.3564e-03 eta: 7:35:17 time: 0.1500 data_time: 0.0021 memory: 4390 loss: 3.0023 2022/12/07 19:14:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:14:40 - mmengine - INFO - Epoch(train) [161][2200/5005] lr: 9.3473e-03 eta: 7:35:03 time: 0.1434 data_time: 0.0024 memory: 4390 loss: 2.6445 2022/12/07 19:14:54 - mmengine - INFO - Epoch(train) [161][2300/5005] lr: 9.3382e-03 eta: 7:34:50 time: 0.1390 data_time: 0.0021 memory: 4390 loss: 2.6905 2022/12/07 19:15:09 - mmengine - INFO - Epoch(train) [161][2400/5005] lr: 9.3290e-03 eta: 7:34:36 time: 0.1403 data_time: 0.0024 memory: 4390 loss: 2.5265 2022/12/07 19:15:23 - mmengine - INFO - Epoch(train) [161][2500/5005] lr: 9.3199e-03 eta: 7:34:22 time: 0.1391 data_time: 0.0021 memory: 4390 loss: 2.5513 2022/12/07 19:15:37 - mmengine - INFO - Epoch(train) [161][2600/5005] lr: 9.3108e-03 eta: 7:34:08 time: 0.1392 data_time: 0.0022 memory: 4390 loss: 2.6969 2022/12/07 19:15:51 - mmengine - INFO - Epoch(train) [161][2700/5005] lr: 9.3017e-03 eta: 7:33:55 time: 0.1399 data_time: 0.0025 memory: 4390 loss: 2.4790 2022/12/07 19:16:05 - mmengine - INFO - Epoch(train) [161][2800/5005] lr: 9.2925e-03 eta: 7:33:41 time: 0.1407 data_time: 0.0024 memory: 4390 loss: 2.9405 2022/12/07 19:16:19 - mmengine - INFO - Epoch(train) [161][2900/5005] lr: 9.2834e-03 eta: 7:33:27 time: 0.1403 data_time: 0.0023 memory: 4390 loss: 2.7961 2022/12/07 19:16:34 - mmengine - INFO - Epoch(train) [161][3000/5005] lr: 9.2743e-03 eta: 7:33:14 time: 0.1404 data_time: 0.0023 memory: 4390 loss: 3.1049 2022/12/07 19:16:48 - mmengine - INFO - Epoch(train) [161][3100/5005] lr: 9.2652e-03 eta: 7:33:00 time: 0.1395 data_time: 0.0023 memory: 4390 loss: 2.3264 2022/12/07 19:17:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:17:02 - mmengine - INFO - Epoch(train) [161][3200/5005] lr: 9.2561e-03 eta: 7:32:46 time: 0.1401 data_time: 0.0022 memory: 4390 loss: 2.8737 2022/12/07 19:17:16 - mmengine - INFO - Epoch(train) [161][3300/5005] lr: 9.2470e-03 eta: 7:32:32 time: 0.1391 data_time: 0.0023 memory: 4390 loss: 2.8183 2022/12/07 19:17:30 - mmengine - INFO - Epoch(train) [161][3400/5005] lr: 9.2379e-03 eta: 7:32:19 time: 0.1395 data_time: 0.0023 memory: 4390 loss: 2.9640 2022/12/07 19:17:45 - mmengine - INFO - Epoch(train) [161][3500/5005] lr: 9.2289e-03 eta: 7:32:05 time: 0.1409 data_time: 0.0022 memory: 4390 loss: 2.5992 2022/12/07 19:17:59 - mmengine - INFO - Epoch(train) [161][3600/5005] lr: 9.2198e-03 eta: 7:31:51 time: 0.1410 data_time: 0.0024 memory: 4390 loss: 2.6631 2022/12/07 19:18:13 - mmengine - INFO - Epoch(train) [161][3700/5005] lr: 9.2107e-03 eta: 7:31:38 time: 0.1446 data_time: 0.0024 memory: 4390 loss: 2.9683 2022/12/07 19:18:27 - mmengine - INFO - Epoch(train) [161][3800/5005] lr: 9.2016e-03 eta: 7:31:24 time: 0.1399 data_time: 0.0024 memory: 4390 loss: 2.8901 2022/12/07 19:18:42 - mmengine - INFO - Epoch(train) [161][3900/5005] lr: 9.1926e-03 eta: 7:31:10 time: 0.1408 data_time: 0.0024 memory: 4390 loss: 2.6885 2022/12/07 19:18:56 - mmengine - INFO - Epoch(train) [161][4000/5005] lr: 9.1835e-03 eta: 7:30:56 time: 0.1397 data_time: 0.0022 memory: 4390 loss: 2.8059 2022/12/07 19:19:10 - mmengine - INFO - Epoch(train) [161][4100/5005] lr: 9.1744e-03 eta: 7:30:43 time: 0.1396 data_time: 0.0022 memory: 4390 loss: 2.6550 2022/12/07 19:19:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:19:24 - mmengine - INFO - Epoch(train) [161][4200/5005] lr: 9.1654e-03 eta: 7:30:29 time: 0.1408 data_time: 0.0023 memory: 4390 loss: 2.3467 2022/12/07 19:19:38 - mmengine - INFO - Epoch(train) [161][4300/5005] lr: 9.1563e-03 eta: 7:30:15 time: 0.1397 data_time: 0.0022 memory: 4390 loss: 2.9649 2022/12/07 19:19:53 - mmengine - INFO - Epoch(train) [161][4400/5005] lr: 9.1473e-03 eta: 7:30:02 time: 0.1403 data_time: 0.0022 memory: 4390 loss: 2.5903 2022/12/07 19:20:07 - mmengine - INFO - Epoch(train) [161][4500/5005] lr: 9.1382e-03 eta: 7:29:48 time: 0.1406 data_time: 0.0024 memory: 4390 loss: 2.8215 2022/12/07 19:20:21 - mmengine - INFO - Epoch(train) [161][4600/5005] lr: 9.1292e-03 eta: 7:29:34 time: 0.1410 data_time: 0.0025 memory: 4390 loss: 2.3023 2022/12/07 19:20:35 - mmengine - INFO - Epoch(train) [161][4700/5005] lr: 9.1201e-03 eta: 7:29:20 time: 0.1396 data_time: 0.0022 memory: 4390 loss: 3.0953 2022/12/07 19:20:50 - mmengine - INFO - Epoch(train) [161][4800/5005] lr: 9.1111e-03 eta: 7:29:07 time: 0.1448 data_time: 0.0028 memory: 4390 loss: 2.7398 2022/12/07 19:21:04 - mmengine - INFO - Epoch(train) [161][4900/5005] lr: 9.1021e-03 eta: 7:28:53 time: 0.1408 data_time: 0.0024 memory: 4390 loss: 2.6364 2022/12/07 19:21:18 - mmengine - INFO - Epoch(train) [161][5000/5005] lr: 9.0931e-03 eta: 7:28:39 time: 0.1417 data_time: 0.0032 memory: 4390 loss: 2.3053 2022/12/07 19:21:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:21:19 - mmengine - INFO - Saving checkpoint at 161 epochs 2022/12/07 19:21:29 - mmengine - INFO - Epoch(val) [161][100/196] eta: 0:00:07 time: 0.0755 data_time: 0.0450 memory: 4390 2022/12/07 19:21:48 - mmengine - INFO - Epoch(val) [161][196/196] accuracy/top1: 76.2720 accuracy/top5: 93.3340 2022/12/07 19:22:02 - mmengine - INFO - Epoch(train) [162][ 100/5005] lr: 9.0836e-03 eta: 7:28:25 time: 0.1393 data_time: 0.0021 memory: 4390 loss: 2.8412 2022/12/07 19:22:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:22:17 - mmengine - INFO - Epoch(train) [162][ 200/5005] lr: 9.0746e-03 eta: 7:28:11 time: 0.1411 data_time: 0.0023 memory: 4390 loss: 2.5500 2022/12/07 19:22:31 - mmengine - INFO - Epoch(train) [162][ 300/5005] lr: 9.0656e-03 eta: 7:27:57 time: 0.1402 data_time: 0.0023 memory: 4390 loss: 2.9672 2022/12/07 19:22:45 - mmengine - INFO - Epoch(train) [162][ 400/5005] lr: 9.0565e-03 eta: 7:27:44 time: 0.1411 data_time: 0.0023 memory: 4390 loss: 2.7184 2022/12/07 19:22:59 - mmengine - INFO - Epoch(train) [162][ 500/5005] lr: 9.0475e-03 eta: 7:27:30 time: 0.1408 data_time: 0.0024 memory: 4390 loss: 2.5138 2022/12/07 19:23:14 - mmengine - INFO - Epoch(train) [162][ 600/5005] lr: 9.0385e-03 eta: 7:27:16 time: 0.1427 data_time: 0.0022 memory: 4390 loss: 2.7236 2022/12/07 19:23:28 - mmengine - INFO - Epoch(train) [162][ 700/5005] lr: 9.0295e-03 eta: 7:27:03 time: 0.1407 data_time: 0.0023 memory: 4390 loss: 2.7710 2022/12/07 19:23:42 - mmengine - INFO - Epoch(train) [162][ 800/5005] lr: 9.0205e-03 eta: 7:26:49 time: 0.1395 data_time: 0.0022 memory: 4390 loss: 2.7192 2022/12/07 19:23:56 - mmengine - INFO - Epoch(train) [162][ 900/5005] lr: 9.0116e-03 eta: 7:26:35 time: 0.1395 data_time: 0.0022 memory: 4390 loss: 2.9723 2022/12/07 19:24:10 - mmengine - INFO - Epoch(train) [162][1000/5005] lr: 9.0026e-03 eta: 7:26:21 time: 0.1468 data_time: 0.0021 memory: 4390 loss: 2.8972 2022/12/07 19:24:25 - mmengine - INFO - Epoch(train) [162][1100/5005] lr: 8.9936e-03 eta: 7:26:08 time: 0.1470 data_time: 0.0022 memory: 4390 loss: 2.6421 2022/12/07 19:24:38 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:24:39 - mmengine - INFO - Epoch(train) [162][1200/5005] lr: 8.9846e-03 eta: 7:25:54 time: 0.1403 data_time: 0.0023 memory: 4390 loss: 2.5633 2022/12/07 19:24:53 - mmengine - INFO - Epoch(train) [162][1300/5005] lr: 8.9756e-03 eta: 7:25:40 time: 0.1405 data_time: 0.0022 memory: 4390 loss: 2.6224 2022/12/07 19:25:07 - mmengine - INFO - Epoch(train) [162][1400/5005] lr: 8.9667e-03 eta: 7:25:27 time: 0.1397 data_time: 0.0023 memory: 4390 loss: 2.7941 2022/12/07 19:25:21 - mmengine - INFO - Epoch(train) [162][1500/5005] lr: 8.9577e-03 eta: 7:25:13 time: 0.1389 data_time: 0.0028 memory: 4390 loss: 2.8988 2022/12/07 19:25:35 - mmengine - INFO - Epoch(train) [162][1600/5005] lr: 8.9487e-03 eta: 7:24:59 time: 0.1408 data_time: 0.0028 memory: 4390 loss: 2.5816 2022/12/07 19:25:49 - mmengine - INFO - Epoch(train) [162][1700/5005] lr: 8.9398e-03 eta: 7:24:45 time: 0.1394 data_time: 0.0022 memory: 4390 loss: 2.9875 2022/12/07 19:26:03 - mmengine - INFO - Epoch(train) [162][1800/5005] lr: 8.9308e-03 eta: 7:24:32 time: 0.1394 data_time: 0.0022 memory: 4390 loss: 2.3911 2022/12/07 19:26:18 - mmengine - INFO - Epoch(train) [162][1900/5005] lr: 8.9219e-03 eta: 7:24:18 time: 0.1393 data_time: 0.0021 memory: 4390 loss: 2.3614 2022/12/07 19:26:32 - mmengine - INFO - Epoch(train) [162][2000/5005] lr: 8.9129e-03 eta: 7:24:04 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 2.8111 2022/12/07 19:26:46 - mmengine - INFO - Epoch(train) [162][2100/5005] lr: 8.9040e-03 eta: 7:23:50 time: 0.1433 data_time: 0.0022 memory: 4390 loss: 2.3110 2022/12/07 19:26:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:27:00 - mmengine - INFO - Epoch(train) [162][2200/5005] lr: 8.8951e-03 eta: 7:23:37 time: 0.1396 data_time: 0.0021 memory: 4390 loss: 2.4003 2022/12/07 19:27:14 - mmengine - INFO - Epoch(train) [162][2300/5005] lr: 8.8861e-03 eta: 7:23:23 time: 0.1392 data_time: 0.0022 memory: 4390 loss: 3.1848 2022/12/07 19:27:28 - mmengine - INFO - Epoch(train) [162][2400/5005] lr: 8.8772e-03 eta: 7:23:09 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 2.7464 2022/12/07 19:27:42 - mmengine - INFO - Epoch(train) [162][2500/5005] lr: 8.8683e-03 eta: 7:22:55 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 2.6750 2022/12/07 19:27:56 - mmengine - INFO - Epoch(train) [162][2600/5005] lr: 8.8594e-03 eta: 7:22:42 time: 0.1483 data_time: 0.0021 memory: 4390 loss: 2.5101 2022/12/07 19:28:10 - mmengine - INFO - Epoch(train) [162][2700/5005] lr: 8.8505e-03 eta: 7:22:28 time: 0.1392 data_time: 0.0021 memory: 4390 loss: 2.6786 2022/12/07 19:28:25 - mmengine - INFO - Epoch(train) [162][2800/5005] lr: 8.8415e-03 eta: 7:22:14 time: 0.1394 data_time: 0.0021 memory: 4390 loss: 2.6028 2022/12/07 19:28:39 - mmengine - INFO - Epoch(train) [162][2900/5005] lr: 8.8326e-03 eta: 7:22:00 time: 0.1417 data_time: 0.0022 memory: 4390 loss: 2.8215 2022/12/07 19:28:53 - mmengine - INFO - Epoch(train) [162][3000/5005] lr: 8.8237e-03 eta: 7:21:47 time: 0.1401 data_time: 0.0022 memory: 4390 loss: 2.2474 2022/12/07 19:29:07 - mmengine - INFO - Epoch(train) [162][3100/5005] lr: 8.8148e-03 eta: 7:21:33 time: 0.1413 data_time: 0.0022 memory: 4390 loss: 2.7247 2022/12/07 19:29:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:29:21 - mmengine - INFO - Epoch(train) [162][3200/5005] lr: 8.8059e-03 eta: 7:21:19 time: 0.1424 data_time: 0.0021 memory: 4390 loss: 3.0721 2022/12/07 19:29:36 - mmengine - INFO - Epoch(train) [162][3300/5005] lr: 8.7970e-03 eta: 7:21:06 time: 0.1424 data_time: 0.0021 memory: 4390 loss: 2.4095 2022/12/07 19:29:50 - mmengine - INFO - Epoch(train) [162][3400/5005] lr: 8.7882e-03 eta: 7:20:52 time: 0.1413 data_time: 0.0022 memory: 4390 loss: 2.4974 2022/12/07 19:30:04 - mmengine - INFO - Epoch(train) [162][3500/5005] lr: 8.7793e-03 eta: 7:20:38 time: 0.1413 data_time: 0.0022 memory: 4390 loss: 2.8700 2022/12/07 19:30:19 - mmengine - INFO - Epoch(train) [162][3600/5005] lr: 8.7704e-03 eta: 7:20:24 time: 0.1425 data_time: 0.0022 memory: 4390 loss: 2.7688 2022/12/07 19:30:33 - mmengine - INFO - Epoch(train) [162][3700/5005] lr: 8.7615e-03 eta: 7:20:11 time: 0.1424 data_time: 0.0020 memory: 4390 loss: 2.1573 2022/12/07 19:30:47 - mmengine - INFO - Epoch(train) [162][3800/5005] lr: 8.7526e-03 eta: 7:19:57 time: 0.1404 data_time: 0.0022 memory: 4390 loss: 2.8898 2022/12/07 19:31:01 - mmengine - INFO - Epoch(train) [162][3900/5005] lr: 8.7438e-03 eta: 7:19:43 time: 0.1408 data_time: 0.0022 memory: 4390 loss: 2.6347 2022/12/07 19:31:15 - mmengine - INFO - Epoch(train) [162][4000/5005] lr: 8.7349e-03 eta: 7:19:30 time: 0.1402 data_time: 0.0021 memory: 4390 loss: 2.5883 2022/12/07 19:31:29 - mmengine - INFO - Epoch(train) [162][4100/5005] lr: 8.7261e-03 eta: 7:19:16 time: 0.1394 data_time: 0.0022 memory: 4390 loss: 2.8398 2022/12/07 19:31:43 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:31:43 - mmengine - INFO - Epoch(train) [162][4200/5005] lr: 8.7172e-03 eta: 7:19:02 time: 0.1391 data_time: 0.0022 memory: 4390 loss: 2.6419 2022/12/07 19:31:58 - mmengine - INFO - Epoch(train) [162][4300/5005] lr: 8.7083e-03 eta: 7:18:48 time: 0.1393 data_time: 0.0021 memory: 4390 loss: 2.9977 2022/12/07 19:32:12 - mmengine - INFO - Epoch(train) [162][4400/5005] lr: 8.6995e-03 eta: 7:18:35 time: 0.1395 data_time: 0.0021 memory: 4390 loss: 2.7186 2022/12/07 19:32:26 - mmengine - INFO - Epoch(train) [162][4500/5005] lr: 8.6907e-03 eta: 7:18:21 time: 0.1391 data_time: 0.0021 memory: 4390 loss: 2.8462 2022/12/07 19:32:40 - mmengine - INFO - Epoch(train) [162][4600/5005] lr: 8.6818e-03 eta: 7:18:07 time: 0.1411 data_time: 0.0024 memory: 4390 loss: 2.9572 2022/12/07 19:32:54 - mmengine - INFO - Epoch(train) [162][4700/5005] lr: 8.6730e-03 eta: 7:17:53 time: 0.1391 data_time: 0.0020 memory: 4390 loss: 2.5877 2022/12/07 19:33:08 - mmengine - INFO - Epoch(train) [162][4800/5005] lr: 8.6641e-03 eta: 7:17:40 time: 0.1398 data_time: 0.0021 memory: 4390 loss: 2.7324 2022/12/07 19:33:22 - mmengine - INFO - Epoch(train) [162][4900/5005] lr: 8.6553e-03 eta: 7:17:26 time: 0.1394 data_time: 0.0022 memory: 4390 loss: 2.9725 2022/12/07 19:33:36 - mmengine - INFO - Epoch(train) [162][5000/5005] lr: 8.6465e-03 eta: 7:17:12 time: 0.1409 data_time: 0.0030 memory: 4390 loss: 2.5403 2022/12/07 19:33:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:33:37 - mmengine - INFO - Saving checkpoint at 162 epochs 2022/12/07 19:33:47 - mmengine - INFO - Epoch(val) [162][100/196] eta: 0:00:07 time: 0.0770 data_time: 0.0468 memory: 4390 2022/12/07 19:34:06 - mmengine - INFO - Epoch(val) [162][196/196] accuracy/top1: 76.4420 accuracy/top5: 93.3640 2022/12/07 19:34:21 - mmengine - INFO - Epoch(train) [163][ 100/5005] lr: 8.6372e-03 eta: 7:16:58 time: 0.1429 data_time: 0.0024 memory: 4390 loss: 3.3117 2022/12/07 19:34:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:34:35 - mmengine - INFO - Epoch(train) [163][ 200/5005] lr: 8.6284e-03 eta: 7:16:44 time: 0.1394 data_time: 0.0023 memory: 4390 loss: 2.4624 2022/12/07 19:34:49 - mmengine - INFO - Epoch(train) [163][ 300/5005] lr: 8.6196e-03 eta: 7:16:30 time: 0.1399 data_time: 0.0024 memory: 4390 loss: 2.4962 2022/12/07 19:35:04 - mmengine - INFO - Epoch(train) [163][ 400/5005] lr: 8.6108e-03 eta: 7:16:17 time: 0.1510 data_time: 0.0024 memory: 4390 loss: 2.7355 2022/12/07 19:35:18 - mmengine - INFO - Epoch(train) [163][ 500/5005] lr: 8.6020e-03 eta: 7:16:03 time: 0.1483 data_time: 0.0021 memory: 4390 loss: 2.6075 2022/12/07 19:35:32 - mmengine - INFO - Epoch(train) [163][ 600/5005] lr: 8.5932e-03 eta: 7:15:49 time: 0.1412 data_time: 0.0024 memory: 4390 loss: 2.7231 2022/12/07 19:35:46 - mmengine - INFO - Epoch(train) [163][ 700/5005] lr: 8.5844e-03 eta: 7:15:35 time: 0.1389 data_time: 0.0022 memory: 4390 loss: 2.5699 2022/12/07 19:36:00 - mmengine - INFO - Epoch(train) [163][ 800/5005] lr: 8.5756e-03 eta: 7:15:22 time: 0.1402 data_time: 0.0022 memory: 4390 loss: 2.7162 2022/12/07 19:36:14 - mmengine - INFO - Epoch(train) [163][ 900/5005] lr: 8.5668e-03 eta: 7:15:08 time: 0.1391 data_time: 0.0021 memory: 4390 loss: 2.4843 2022/12/07 19:36:28 - mmengine - INFO - Epoch(train) [163][1000/5005] lr: 8.5581e-03 eta: 7:14:54 time: 0.1409 data_time: 0.0024 memory: 4390 loss: 2.5569 2022/12/07 19:36:43 - mmengine - INFO - Epoch(train) [163][1100/5005] lr: 8.5493e-03 eta: 7:14:40 time: 0.1394 data_time: 0.0021 memory: 4390 loss: 2.2577 2022/12/07 19:36:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:36:57 - mmengine - INFO - Epoch(train) [163][1200/5005] lr: 8.5405e-03 eta: 7:14:27 time: 0.1401 data_time: 0.0021 memory: 4390 loss: 2.9919 2022/12/07 19:37:11 - mmengine - INFO - Epoch(train) [163][1300/5005] lr: 8.5317e-03 eta: 7:14:13 time: 0.1421 data_time: 0.0022 memory: 4390 loss: 2.7629 2022/12/07 19:37:25 - mmengine - INFO - Epoch(train) [163][1400/5005] lr: 8.5230e-03 eta: 7:13:59 time: 0.1409 data_time: 0.0021 memory: 4390 loss: 2.6261 2022/12/07 19:37:40 - mmengine - INFO - Epoch(train) [163][1500/5005] lr: 8.5142e-03 eta: 7:13:46 time: 0.1419 data_time: 0.0024 memory: 4390 loss: 2.8151 2022/12/07 19:37:54 - mmengine - INFO - Epoch(train) [163][1600/5005] lr: 8.5055e-03 eta: 7:13:32 time: 0.1424 data_time: 0.0022 memory: 4390 loss: 2.5188 2022/12/07 19:38:08 - mmengine - INFO - Epoch(train) [163][1700/5005] lr: 8.4967e-03 eta: 7:13:18 time: 0.1406 data_time: 0.0024 memory: 4390 loss: 2.6416 2022/12/07 19:38:23 - mmengine - INFO - Epoch(train) [163][1800/5005] lr: 8.4880e-03 eta: 7:13:04 time: 0.1404 data_time: 0.0021 memory: 4390 loss: 2.5137 2022/12/07 19:38:37 - mmengine - INFO - Epoch(train) [163][1900/5005] lr: 8.4792e-03 eta: 7:12:51 time: 0.1408 data_time: 0.0023 memory: 4390 loss: 2.5846 2022/12/07 19:38:51 - mmengine - INFO - Epoch(train) [163][2000/5005] lr: 8.4705e-03 eta: 7:12:37 time: 0.1390 data_time: 0.0023 memory: 4390 loss: 2.6680 2022/12/07 19:39:05 - mmengine - INFO - Epoch(train) [163][2100/5005] lr: 8.4617e-03 eta: 7:12:23 time: 0.1415 data_time: 0.0023 memory: 4390 loss: 2.4783 2022/12/07 19:39:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:39:20 - mmengine - INFO - Epoch(train) [163][2200/5005] lr: 8.4530e-03 eta: 7:12:10 time: 0.1414 data_time: 0.0024 memory: 4390 loss: 2.8038 2022/12/07 19:39:34 - mmengine - INFO - Epoch(train) [163][2300/5005] lr: 8.4443e-03 eta: 7:11:56 time: 0.1403 data_time: 0.0029 memory: 4390 loss: 2.5591 2022/12/07 19:39:48 - mmengine - INFO - Epoch(train) [163][2400/5005] lr: 8.4355e-03 eta: 7:11:42 time: 0.1412 data_time: 0.0028 memory: 4390 loss: 2.8061 2022/12/07 19:40:02 - mmengine - INFO - Epoch(train) [163][2500/5005] lr: 8.4268e-03 eta: 7:11:28 time: 0.1389 data_time: 0.0028 memory: 4390 loss: 2.8030 2022/12/07 19:40:16 - mmengine - INFO - Epoch(train) [163][2600/5005] lr: 8.4181e-03 eta: 7:11:15 time: 0.1400 data_time: 0.0029 memory: 4390 loss: 2.6431 2022/12/07 19:40:31 - mmengine - INFO - Epoch(train) [163][2700/5005] lr: 8.4094e-03 eta: 7:11:01 time: 0.1397 data_time: 0.0030 memory: 4390 loss: 2.6927 2022/12/07 19:40:45 - mmengine - INFO - Epoch(train) [163][2800/5005] lr: 8.4007e-03 eta: 7:10:47 time: 0.1404 data_time: 0.0027 memory: 4390 loss: 2.4220 2022/12/07 19:40:59 - mmengine - INFO - Epoch(train) [163][2900/5005] lr: 8.3920e-03 eta: 7:10:33 time: 0.1388 data_time: 0.0029 memory: 4390 loss: 2.6099 2022/12/07 19:41:13 - mmengine - INFO - Epoch(train) [163][3000/5005] lr: 8.3833e-03 eta: 7:10:20 time: 0.1393 data_time: 0.0029 memory: 4390 loss: 3.5303 2022/12/07 19:41:27 - mmengine - INFO - Epoch(train) [163][3100/5005] lr: 8.3746e-03 eta: 7:10:06 time: 0.1395 data_time: 0.0027 memory: 4390 loss: 2.6095 2022/12/07 19:41:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:41:41 - mmengine - INFO - Epoch(train) [163][3200/5005] lr: 8.3659e-03 eta: 7:09:52 time: 0.1395 data_time: 0.0028 memory: 4390 loss: 2.6920 2022/12/07 19:41:55 - mmengine - INFO - Epoch(train) [163][3300/5005] lr: 8.3572e-03 eta: 7:09:38 time: 0.1392 data_time: 0.0026 memory: 4390 loss: 2.8666 2022/12/07 19:42:10 - mmengine - INFO - Epoch(train) [163][3400/5005] lr: 8.3485e-03 eta: 7:09:25 time: 0.1390 data_time: 0.0029 memory: 4390 loss: 2.6523 2022/12/07 19:42:24 - mmengine - INFO - Epoch(train) [163][3500/5005] lr: 8.3398e-03 eta: 7:09:11 time: 0.1423 data_time: 0.0028 memory: 4390 loss: 2.6780 2022/12/07 19:42:38 - mmengine - INFO - Epoch(train) [163][3600/5005] lr: 8.3312e-03 eta: 7:08:57 time: 0.1389 data_time: 0.0028 memory: 4390 loss: 2.2918 2022/12/07 19:42:52 - mmengine - INFO - Epoch(train) [163][3700/5005] lr: 8.3225e-03 eta: 7:08:43 time: 0.1403 data_time: 0.0028 memory: 4390 loss: 2.5161 2022/12/07 19:43:06 - mmengine - INFO - Epoch(train) [163][3800/5005] lr: 8.3138e-03 eta: 7:08:30 time: 0.1400 data_time: 0.0028 memory: 4390 loss: 2.6614 2022/12/07 19:43:20 - mmengine - INFO - Epoch(train) [163][3900/5005] lr: 8.3052e-03 eta: 7:08:16 time: 0.1388 data_time: 0.0028 memory: 4390 loss: 2.7232 2022/12/07 19:43:34 - mmengine - INFO - Epoch(train) [163][4000/5005] lr: 8.2965e-03 eta: 7:08:02 time: 0.1396 data_time: 0.0030 memory: 4390 loss: 2.3572 2022/12/07 19:43:48 - mmengine - INFO - Epoch(train) [163][4100/5005] lr: 8.2879e-03 eta: 7:07:48 time: 0.1393 data_time: 0.0029 memory: 4390 loss: 2.6245 2022/12/07 19:44:01 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:44:03 - mmengine - INFO - Epoch(train) [163][4200/5005] lr: 8.2792e-03 eta: 7:07:35 time: 0.1488 data_time: 0.0028 memory: 4390 loss: 3.1181 2022/12/07 19:44:17 - mmengine - INFO - Epoch(train) [163][4300/5005] lr: 8.2706e-03 eta: 7:07:21 time: 0.1418 data_time: 0.0028 memory: 4390 loss: 2.3906 2022/12/07 19:44:31 - mmengine - INFO - Epoch(train) [163][4400/5005] lr: 8.2619e-03 eta: 7:07:07 time: 0.1400 data_time: 0.0032 memory: 4390 loss: 3.0133 2022/12/07 19:44:46 - mmengine - INFO - Epoch(train) [163][4500/5005] lr: 8.2533e-03 eta: 7:06:54 time: 0.1400 data_time: 0.0029 memory: 4390 loss: 3.0672 2022/12/07 19:45:00 - mmengine - INFO - Epoch(train) [163][4600/5005] lr: 8.2446e-03 eta: 7:06:40 time: 0.1411 data_time: 0.0029 memory: 4390 loss: 3.1285 2022/12/07 19:45:14 - mmengine - INFO - Epoch(train) [163][4700/5005] lr: 8.2360e-03 eta: 7:06:26 time: 0.1395 data_time: 0.0028 memory: 4390 loss: 2.5396 2022/12/07 19:45:28 - mmengine - INFO - Epoch(train) [163][4800/5005] lr: 8.2274e-03 eta: 7:06:12 time: 0.1393 data_time: 0.0028 memory: 4390 loss: 2.4144 2022/12/07 19:45:43 - mmengine - INFO - Epoch(train) [163][4900/5005] lr: 8.2188e-03 eta: 7:05:59 time: 0.1411 data_time: 0.0030 memory: 4390 loss: 2.8915 2022/12/07 19:45:57 - mmengine - INFO - Epoch(train) [163][5000/5005] lr: 8.2101e-03 eta: 7:05:45 time: 0.1409 data_time: 0.0035 memory: 4390 loss: 2.9559 2022/12/07 19:45:58 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:45:58 - mmengine - INFO - Saving checkpoint at 163 epochs 2022/12/07 19:46:08 - mmengine - INFO - Epoch(val) [163][100/196] eta: 0:00:07 time: 0.0789 data_time: 0.0485 memory: 4390 2022/12/07 19:46:29 - mmengine - INFO - Epoch(val) [163][196/196] accuracy/top1: 76.7180 accuracy/top5: 93.5580 2022/12/07 19:46:44 - mmengine - INFO - Epoch(train) [164][ 100/5005] lr: 8.2011e-03 eta: 7:05:31 time: 0.1391 data_time: 0.0029 memory: 4390 loss: 2.3971 2022/12/07 19:46:56 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:46:58 - mmengine - INFO - Epoch(train) [164][ 200/5005] lr: 8.1925e-03 eta: 7:05:17 time: 0.1407 data_time: 0.0029 memory: 4390 loss: 2.3305 2022/12/07 19:47:12 - mmengine - INFO - Epoch(train) [164][ 300/5005] lr: 8.1839e-03 eta: 7:05:03 time: 0.1391 data_time: 0.0028 memory: 4390 loss: 3.1251 2022/12/07 19:47:26 - mmengine - INFO - Epoch(train) [164][ 400/5005] lr: 8.1753e-03 eta: 7:04:49 time: 0.1389 data_time: 0.0028 memory: 4390 loss: 2.5086 2022/12/07 19:47:40 - mmengine - INFO - Epoch(train) [164][ 500/5005] lr: 8.1667e-03 eta: 7:04:36 time: 0.1388 data_time: 0.0028 memory: 4390 loss: 2.3546 2022/12/07 19:47:54 - mmengine - INFO - Epoch(train) [164][ 600/5005] lr: 8.1581e-03 eta: 7:04:22 time: 0.1388 data_time: 0.0029 memory: 4390 loss: 2.8852 2022/12/07 19:48:08 - mmengine - INFO - Epoch(train) [164][ 700/5005] lr: 8.1495e-03 eta: 7:04:08 time: 0.1408 data_time: 0.0028 memory: 4390 loss: 2.4107 2022/12/07 19:48:23 - mmengine - INFO - Epoch(train) [164][ 800/5005] lr: 8.1409e-03 eta: 7:03:54 time: 0.1393 data_time: 0.0029 memory: 4390 loss: 3.1540 2022/12/07 19:48:37 - mmengine - INFO - Epoch(train) [164][ 900/5005] lr: 8.1323e-03 eta: 7:03:41 time: 0.1397 data_time: 0.0027 memory: 4390 loss: 2.7821 2022/12/07 19:48:51 - mmengine - INFO - Epoch(train) [164][1000/5005] lr: 8.1238e-03 eta: 7:03:27 time: 0.1397 data_time: 0.0028 memory: 4390 loss: 2.8038 2022/12/07 19:49:05 - mmengine - INFO - Epoch(train) [164][1100/5005] lr: 8.1152e-03 eta: 7:03:13 time: 0.1394 data_time: 0.0028 memory: 4390 loss: 3.0352 2022/12/07 19:49:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:49:19 - mmengine - INFO - Epoch(train) [164][1200/5005] lr: 8.1066e-03 eta: 7:02:59 time: 0.1404 data_time: 0.0028 memory: 4390 loss: 3.1020 2022/12/07 19:49:33 - mmengine - INFO - Epoch(train) [164][1300/5005] lr: 8.0981e-03 eta: 7:02:46 time: 0.1393 data_time: 0.0029 memory: 4390 loss: 2.5593 2022/12/07 19:49:47 - mmengine - INFO - Epoch(train) [164][1400/5005] lr: 8.0895e-03 eta: 7:02:32 time: 0.1466 data_time: 0.0029 memory: 4390 loss: 2.4018 2022/12/07 19:50:02 - mmengine - INFO - Epoch(train) [164][1500/5005] lr: 8.0809e-03 eta: 7:02:18 time: 0.1404 data_time: 0.0029 memory: 4390 loss: 2.8020 2022/12/07 19:50:16 - mmengine - INFO - Epoch(train) [164][1600/5005] lr: 8.0724e-03 eta: 7:02:04 time: 0.1401 data_time: 0.0030 memory: 4390 loss: 2.6341 2022/12/07 19:50:30 - mmengine - INFO - Epoch(train) [164][1700/5005] lr: 8.0639e-03 eta: 7:01:51 time: 0.1388 data_time: 0.0028 memory: 4390 loss: 2.7276 2022/12/07 19:50:44 - mmengine - INFO - Epoch(train) [164][1800/5005] lr: 8.0553e-03 eta: 7:01:37 time: 0.1412 data_time: 0.0029 memory: 4390 loss: 2.8177 2022/12/07 19:50:58 - mmengine - INFO - Epoch(train) [164][1900/5005] lr: 8.0468e-03 eta: 7:01:23 time: 0.1391 data_time: 0.0029 memory: 4390 loss: 2.9265 2022/12/07 19:51:12 - mmengine - INFO - Epoch(train) [164][2000/5005] lr: 8.0382e-03 eta: 7:01:09 time: 0.1410 data_time: 0.0029 memory: 4390 loss: 2.9716 2022/12/07 19:51:27 - mmengine - INFO - Epoch(train) [164][2100/5005] lr: 8.0297e-03 eta: 7:00:56 time: 0.1412 data_time: 0.0030 memory: 4390 loss: 2.6967 2022/12/07 19:51:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:51:41 - mmengine - INFO - Epoch(train) [164][2200/5005] lr: 8.0212e-03 eta: 7:00:42 time: 0.1402 data_time: 0.0023 memory: 4390 loss: 2.7195 2022/12/07 19:51:55 - mmengine - INFO - Epoch(train) [164][2300/5005] lr: 8.0127e-03 eta: 7:00:28 time: 0.1395 data_time: 0.0022 memory: 4390 loss: 2.5376 2022/12/07 19:52:10 - mmengine - INFO - Epoch(train) [164][2400/5005] lr: 8.0041e-03 eta: 7:00:15 time: 0.1412 data_time: 0.0024 memory: 4390 loss: 2.5351 2022/12/07 19:52:24 - mmengine - INFO - Epoch(train) [164][2500/5005] lr: 7.9956e-03 eta: 7:00:01 time: 0.1407 data_time: 0.0028 memory: 4390 loss: 2.5958 2022/12/07 19:52:38 - mmengine - INFO - Epoch(train) [164][2600/5005] lr: 7.9871e-03 eta: 6:59:47 time: 0.1450 data_time: 0.0026 memory: 4390 loss: 2.8625 2022/12/07 19:52:52 - mmengine - INFO - Epoch(train) [164][2700/5005] lr: 7.9786e-03 eta: 6:59:33 time: 0.1406 data_time: 0.0022 memory: 4390 loss: 2.4612 2022/12/07 19:53:07 - mmengine - INFO - Epoch(train) [164][2800/5005] lr: 7.9701e-03 eta: 6:59:20 time: 0.1396 data_time: 0.0022 memory: 4390 loss: 2.7620 2022/12/07 19:53:21 - mmengine - INFO - Epoch(train) [164][2900/5005] lr: 7.9616e-03 eta: 6:59:06 time: 0.1392 data_time: 0.0022 memory: 4390 loss: 3.2897 2022/12/07 19:53:35 - mmengine - INFO - Epoch(train) [164][3000/5005] lr: 7.9531e-03 eta: 6:58:52 time: 0.1391 data_time: 0.0022 memory: 4390 loss: 2.8933 2022/12/07 19:53:49 - mmengine - INFO - Epoch(train) [164][3100/5005] lr: 7.9446e-03 eta: 6:58:38 time: 0.1415 data_time: 0.0022 memory: 4390 loss: 2.5260 2022/12/07 19:54:01 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:54:03 - mmengine - INFO - Epoch(train) [164][3200/5005] lr: 7.9361e-03 eta: 6:58:25 time: 0.1388 data_time: 0.0022 memory: 4390 loss: 2.9478 2022/12/07 19:54:17 - mmengine - INFO - Epoch(train) [164][3300/5005] lr: 7.9277e-03 eta: 6:58:11 time: 0.1390 data_time: 0.0021 memory: 4390 loss: 3.0886 2022/12/07 19:54:31 - mmengine - INFO - Epoch(train) [164][3400/5005] lr: 7.9192e-03 eta: 6:57:57 time: 0.1402 data_time: 0.0021 memory: 4390 loss: 3.0603 2022/12/07 19:54:45 - mmengine - INFO - Epoch(train) [164][3500/5005] lr: 7.9107e-03 eta: 6:57:43 time: 0.1415 data_time: 0.0024 memory: 4390 loss: 2.1868 2022/12/07 19:55:00 - mmengine - INFO - Epoch(train) [164][3600/5005] lr: 7.9022e-03 eta: 6:57:30 time: 0.1410 data_time: 0.0022 memory: 4390 loss: 2.9272 2022/12/07 19:55:14 - mmengine - INFO - Epoch(train) [164][3700/5005] lr: 7.8938e-03 eta: 6:57:16 time: 0.1418 data_time: 0.0024 memory: 4390 loss: 2.2618 2022/12/07 19:55:28 - mmengine - INFO - Epoch(train) [164][3800/5005] lr: 7.8853e-03 eta: 6:57:02 time: 0.1390 data_time: 0.0023 memory: 4390 loss: 2.6305 2022/12/07 19:55:42 - mmengine - INFO - Epoch(train) [164][3900/5005] lr: 7.8769e-03 eta: 6:56:49 time: 0.1394 data_time: 0.0020 memory: 4390 loss: 2.9857 2022/12/07 19:55:57 - mmengine - INFO - Epoch(train) [164][4000/5005] lr: 7.8684e-03 eta: 6:56:35 time: 0.1410 data_time: 0.0024 memory: 4390 loss: 2.5097 2022/12/07 19:56:11 - mmengine - INFO - Epoch(train) [164][4100/5005] lr: 7.8600e-03 eta: 6:56:21 time: 0.1410 data_time: 0.0025 memory: 4390 loss: 2.9100 2022/12/07 19:56:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:56:25 - mmengine - INFO - Epoch(train) [164][4200/5005] lr: 7.8515e-03 eta: 6:56:07 time: 0.1411 data_time: 0.0025 memory: 4390 loss: 2.7556 2022/12/07 19:56:39 - mmengine - INFO - Epoch(train) [164][4300/5005] lr: 7.8431e-03 eta: 6:55:54 time: 0.1411 data_time: 0.0026 memory: 4390 loss: 2.8493 2022/12/07 19:56:54 - mmengine - INFO - Epoch(train) [164][4400/5005] lr: 7.8346e-03 eta: 6:55:40 time: 0.1397 data_time: 0.0024 memory: 4390 loss: 2.8204 2022/12/07 19:57:08 - mmengine - INFO - Epoch(train) [164][4500/5005] lr: 7.8262e-03 eta: 6:55:26 time: 0.1405 data_time: 0.0025 memory: 4390 loss: 2.7685 2022/12/07 19:57:22 - mmengine - INFO - Epoch(train) [164][4600/5005] lr: 7.8178e-03 eta: 6:55:12 time: 0.1396 data_time: 0.0022 memory: 4390 loss: 2.9459 2022/12/07 19:57:36 - mmengine - INFO - Epoch(train) [164][4700/5005] lr: 7.8094e-03 eta: 6:54:59 time: 0.1420 data_time: 0.0021 memory: 4390 loss: 2.2469 2022/12/07 19:57:51 - mmengine - INFO - Epoch(train) [164][4800/5005] lr: 7.8009e-03 eta: 6:54:45 time: 0.1426 data_time: 0.0027 memory: 4390 loss: 2.7635 2022/12/07 19:58:05 - mmengine - INFO - Epoch(train) [164][4900/5005] lr: 7.7925e-03 eta: 6:54:31 time: 0.1428 data_time: 0.0028 memory: 4390 loss: 2.7973 2022/12/07 19:58:19 - mmengine - INFO - Epoch(train) [164][5000/5005] lr: 7.7841e-03 eta: 6:54:18 time: 0.1433 data_time: 0.0026 memory: 4390 loss: 2.7811 2022/12/07 19:58:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:58:20 - mmengine - INFO - Saving checkpoint at 164 epochs 2022/12/07 19:58:30 - mmengine - INFO - Epoch(val) [164][100/196] eta: 0:00:07 time: 0.0764 data_time: 0.0459 memory: 4391 2022/12/07 19:58:49 - mmengine - INFO - Epoch(val) [164][196/196] accuracy/top1: 76.9180 accuracy/top5: 93.5780 2022/12/07 19:59:05 - mmengine - INFO - Epoch(train) [165][ 100/5005] lr: 7.7753e-03 eta: 6:54:03 time: 0.1410 data_time: 0.0025 memory: 4390 loss: 2.7036 2022/12/07 19:59:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 19:59:19 - mmengine - INFO - Epoch(train) [165][ 200/5005] lr: 7.7669e-03 eta: 6:53:50 time: 0.1430 data_time: 0.0024 memory: 4390 loss: 2.8317 2022/12/07 19:59:33 - mmengine - INFO - Epoch(train) [165][ 300/5005] lr: 7.7585e-03 eta: 6:53:36 time: 0.1405 data_time: 0.0025 memory: 4390 loss: 2.7540 2022/12/07 19:59:48 - mmengine - INFO - Epoch(train) [165][ 400/5005] lr: 7.7501e-03 eta: 6:53:22 time: 0.1405 data_time: 0.0024 memory: 4390 loss: 2.7578 2022/12/07 20:00:02 - mmengine - INFO - Epoch(train) [165][ 500/5005] lr: 7.7417e-03 eta: 6:53:09 time: 0.1410 data_time: 0.0024 memory: 4390 loss: 2.6631 2022/12/07 20:00:16 - mmengine - INFO - Epoch(train) [165][ 600/5005] lr: 7.7333e-03 eta: 6:52:55 time: 0.1412 data_time: 0.0023 memory: 4390 loss: 2.9534 2022/12/07 20:00:30 - mmengine - INFO - Epoch(train) [165][ 700/5005] lr: 7.7249e-03 eta: 6:52:41 time: 0.1412 data_time: 0.0025 memory: 4390 loss: 2.6903 2022/12/07 20:00:44 - mmengine - INFO - Epoch(train) [165][ 800/5005] lr: 7.7166e-03 eta: 6:52:27 time: 0.1461 data_time: 0.0024 memory: 4390 loss: 2.7640 2022/12/07 20:00:59 - mmengine - INFO - Epoch(train) [165][ 900/5005] lr: 7.7082e-03 eta: 6:52:14 time: 0.1395 data_time: 0.0022 memory: 4390 loss: 2.7923 2022/12/07 20:01:13 - mmengine - INFO - Epoch(train) [165][1000/5005] lr: 7.6998e-03 eta: 6:52:00 time: 0.1414 data_time: 0.0022 memory: 4390 loss: 3.0333 2022/12/07 20:01:27 - mmengine - INFO - Epoch(train) [165][1100/5005] lr: 7.6914e-03 eta: 6:51:46 time: 0.1393 data_time: 0.0025 memory: 4390 loss: 2.4227 2022/12/07 20:01:38 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:01:41 - mmengine - INFO - Epoch(train) [165][1200/5005] lr: 7.6831e-03 eta: 6:51:32 time: 0.1394 data_time: 0.0024 memory: 4390 loss: 2.8638 2022/12/07 20:01:55 - mmengine - INFO - Epoch(train) [165][1300/5005] lr: 7.6747e-03 eta: 6:51:19 time: 0.1404 data_time: 0.0022 memory: 4390 loss: 2.7021 2022/12/07 20:02:10 - mmengine - INFO - Epoch(train) [165][1400/5005] lr: 7.6664e-03 eta: 6:51:05 time: 0.1389 data_time: 0.0024 memory: 4390 loss: 2.7593 2022/12/07 20:02:24 - mmengine - INFO - Epoch(train) [165][1500/5005] lr: 7.6580e-03 eta: 6:50:51 time: 0.1398 data_time: 0.0024 memory: 4390 loss: 2.6221 2022/12/07 20:02:38 - mmengine - INFO - Epoch(train) [165][1600/5005] lr: 7.6497e-03 eta: 6:50:37 time: 0.1393 data_time: 0.0026 memory: 4390 loss: 2.5021 2022/12/07 20:02:52 - mmengine - INFO - Epoch(train) [165][1700/5005] lr: 7.6413e-03 eta: 6:50:24 time: 0.1387 data_time: 0.0024 memory: 4390 loss: 2.4040 2022/12/07 20:03:06 - mmengine - INFO - Epoch(train) [165][1800/5005] lr: 7.6330e-03 eta: 6:50:10 time: 0.1384 data_time: 0.0023 memory: 4390 loss: 2.3427 2022/12/07 20:03:20 - mmengine - INFO - Epoch(train) [165][1900/5005] lr: 7.6247e-03 eta: 6:49:56 time: 0.1387 data_time: 0.0024 memory: 4390 loss: 2.3002 2022/12/07 20:03:34 - mmengine - INFO - Epoch(train) [165][2000/5005] lr: 7.6164e-03 eta: 6:49:42 time: 0.1389 data_time: 0.0025 memory: 4390 loss: 2.5992 2022/12/07 20:03:48 - mmengine - INFO - Epoch(train) [165][2100/5005] lr: 7.6080e-03 eta: 6:49:29 time: 0.1388 data_time: 0.0023 memory: 4390 loss: 3.0704 2022/12/07 20:03:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:04:02 - mmengine - INFO - Epoch(train) [165][2200/5005] lr: 7.5997e-03 eta: 6:49:15 time: 0.1409 data_time: 0.0023 memory: 4390 loss: 2.9525 2022/12/07 20:04:16 - mmengine - INFO - Epoch(train) [165][2300/5005] lr: 7.5914e-03 eta: 6:49:01 time: 0.1402 data_time: 0.0024 memory: 4390 loss: 3.0148 2022/12/07 20:04:30 - mmengine - INFO - Epoch(train) [165][2400/5005] lr: 7.5831e-03 eta: 6:48:47 time: 0.1405 data_time: 0.0028 memory: 4390 loss: 2.7623 2022/12/07 20:04:45 - mmengine - INFO - Epoch(train) [165][2500/5005] lr: 7.5748e-03 eta: 6:48:34 time: 0.1409 data_time: 0.0027 memory: 4390 loss: 2.5927 2022/12/07 20:04:59 - mmengine - INFO - Epoch(train) [165][2600/5005] lr: 7.5665e-03 eta: 6:48:20 time: 0.1409 data_time: 0.0024 memory: 4390 loss: 3.0652 2022/12/07 20:05:13 - mmengine - INFO - Epoch(train) [165][2700/5005] lr: 7.5582e-03 eta: 6:48:06 time: 0.1405 data_time: 0.0023 memory: 4390 loss: 2.8711 2022/12/07 20:05:27 - mmengine - INFO - Epoch(train) [165][2800/5005] lr: 7.5499e-03 eta: 6:47:52 time: 0.1401 data_time: 0.0024 memory: 4390 loss: 2.7654 2022/12/07 20:05:42 - mmengine - INFO - Epoch(train) [165][2900/5005] lr: 7.5416e-03 eta: 6:47:39 time: 0.1413 data_time: 0.0024 memory: 4390 loss: 2.4587 2022/12/07 20:05:56 - mmengine - INFO - Epoch(train) [165][3000/5005] lr: 7.5333e-03 eta: 6:47:25 time: 0.1402 data_time: 0.0024 memory: 4390 loss: 3.0854 2022/12/07 20:06:10 - mmengine - INFO - Epoch(train) [165][3100/5005] lr: 7.5250e-03 eta: 6:47:11 time: 0.1412 data_time: 0.0024 memory: 4390 loss: 2.9132 2022/12/07 20:06:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:06:24 - mmengine - INFO - Epoch(train) [165][3200/5005] lr: 7.5168e-03 eta: 6:46:57 time: 0.1395 data_time: 0.0025 memory: 4390 loss: 2.4496 2022/12/07 20:06:38 - mmengine - INFO - Epoch(train) [165][3300/5005] lr: 7.5085e-03 eta: 6:46:44 time: 0.1414 data_time: 0.0022 memory: 4390 loss: 2.1587 2022/12/07 20:06:53 - mmengine - INFO - Epoch(train) [165][3400/5005] lr: 7.5002e-03 eta: 6:46:30 time: 0.1389 data_time: 0.0023 memory: 4390 loss: 3.0416 2022/12/07 20:07:07 - mmengine - INFO - Epoch(train) [165][3500/5005] lr: 7.4919e-03 eta: 6:46:16 time: 0.1391 data_time: 0.0024 memory: 4390 loss: 2.4990 2022/12/07 20:07:21 - mmengine - INFO - Epoch(train) [165][3600/5005] lr: 7.4837e-03 eta: 6:46:02 time: 0.1403 data_time: 0.0024 memory: 4390 loss: 2.7189 2022/12/07 20:07:35 - mmengine - INFO - Epoch(train) [165][3700/5005] lr: 7.4754e-03 eta: 6:45:49 time: 0.1401 data_time: 0.0025 memory: 4390 loss: 2.8038 2022/12/07 20:07:49 - mmengine - INFO - Epoch(train) [165][3800/5005] lr: 7.4672e-03 eta: 6:45:35 time: 0.1413 data_time: 0.0025 memory: 4390 loss: 2.9863 2022/12/07 20:08:04 - mmengine - INFO - Epoch(train) [165][3900/5005] lr: 7.4589e-03 eta: 6:45:21 time: 0.1415 data_time: 0.0024 memory: 4390 loss: 2.3576 2022/12/07 20:08:18 - mmengine - INFO - Epoch(train) [165][4000/5005] lr: 7.4507e-03 eta: 6:45:08 time: 0.1397 data_time: 0.0025 memory: 4390 loss: 2.5986 2022/12/07 20:08:32 - mmengine - INFO - Epoch(train) [165][4100/5005] lr: 7.4424e-03 eta: 6:44:54 time: 0.1401 data_time: 0.0024 memory: 4390 loss: 2.3459 2022/12/07 20:08:43 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:08:46 - mmengine - INFO - Epoch(train) [165][4200/5005] lr: 7.4342e-03 eta: 6:44:40 time: 0.1461 data_time: 0.0025 memory: 4390 loss: 2.6243 2022/12/07 20:09:01 - mmengine - INFO - Epoch(train) [165][4300/5005] lr: 7.4260e-03 eta: 6:44:26 time: 0.1386 data_time: 0.0024 memory: 4390 loss: 2.8068 2022/12/07 20:09:15 - mmengine - INFO - Epoch(train) [165][4400/5005] lr: 7.4178e-03 eta: 6:44:13 time: 0.1391 data_time: 0.0024 memory: 4390 loss: 3.1728 2022/12/07 20:09:29 - mmengine - INFO - Epoch(train) [165][4500/5005] lr: 7.4095e-03 eta: 6:43:59 time: 0.1413 data_time: 0.0027 memory: 4390 loss: 2.7413 2022/12/07 20:09:43 - mmengine - INFO - Epoch(train) [165][4600/5005] lr: 7.4013e-03 eta: 6:43:45 time: 0.1424 data_time: 0.0026 memory: 4390 loss: 2.9203 2022/12/07 20:09:57 - mmengine - INFO - Epoch(train) [165][4700/5005] lr: 7.3931e-03 eta: 6:43:31 time: 0.1402 data_time: 0.0028 memory: 4390 loss: 2.6403 2022/12/07 20:10:12 - mmengine - INFO - Epoch(train) [165][4800/5005] lr: 7.3849e-03 eta: 6:43:18 time: 0.1392 data_time: 0.0028 memory: 4390 loss: 2.9466 2022/12/07 20:10:26 - mmengine - INFO - Epoch(train) [165][4900/5005] lr: 7.3767e-03 eta: 6:43:04 time: 0.1392 data_time: 0.0030 memory: 4390 loss: 3.0210 2022/12/07 20:10:40 - mmengine - INFO - Epoch(train) [165][5000/5005] lr: 7.3685e-03 eta: 6:42:50 time: 0.1414 data_time: 0.0037 memory: 4390 loss: 3.0333 2022/12/07 20:10:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:10:40 - mmengine - INFO - Saving checkpoint at 165 epochs 2022/12/07 20:10:51 - mmengine - INFO - Epoch(val) [165][100/196] eta: 0:00:07 time: 0.0788 data_time: 0.0482 memory: 4390 2022/12/07 20:11:10 - mmengine - INFO - Epoch(val) [165][196/196] accuracy/top1: 77.0840 accuracy/top5: 93.6280 2022/12/07 20:11:25 - mmengine - INFO - Epoch(train) [166][ 100/5005] lr: 7.3599e-03 eta: 6:42:36 time: 0.1419 data_time: 0.0024 memory: 4390 loss: 2.3415 2022/12/07 20:11:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:11:39 - mmengine - INFO - Epoch(train) [166][ 200/5005] lr: 7.3517e-03 eta: 6:42:22 time: 0.1393 data_time: 0.0022 memory: 4390 loss: 3.2238 2022/12/07 20:11:53 - mmengine - INFO - Epoch(train) [166][ 300/5005] lr: 7.3435e-03 eta: 6:42:08 time: 0.1394 data_time: 0.0025 memory: 4390 loss: 2.6639 2022/12/07 20:12:07 - mmengine - INFO - Epoch(train) [166][ 400/5005] lr: 7.3353e-03 eta: 6:41:55 time: 0.1409 data_time: 0.0023 memory: 4390 loss: 2.6825 2022/12/07 20:12:21 - mmengine - INFO - Epoch(train) [166][ 500/5005] lr: 7.3271e-03 eta: 6:41:41 time: 0.1410 data_time: 0.0022 memory: 4390 loss: 2.3233 2022/12/07 20:12:36 - mmengine - INFO - Epoch(train) [166][ 600/5005] lr: 7.3190e-03 eta: 6:41:27 time: 0.1416 data_time: 0.0023 memory: 4390 loss: 3.0656 2022/12/07 20:12:50 - mmengine - INFO - Epoch(train) [166][ 700/5005] lr: 7.3108e-03 eta: 6:41:13 time: 0.1410 data_time: 0.0022 memory: 4390 loss: 2.9003 2022/12/07 20:13:04 - mmengine - INFO - Epoch(train) [166][ 800/5005] lr: 7.3026e-03 eta: 6:41:00 time: 0.1417 data_time: 0.0022 memory: 4390 loss: 2.6529 2022/12/07 20:13:18 - mmengine - INFO - Epoch(train) [166][ 900/5005] lr: 7.2945e-03 eta: 6:40:46 time: 0.1407 data_time: 0.0022 memory: 4390 loss: 2.6775 2022/12/07 20:13:33 - mmengine - INFO - Epoch(train) [166][1000/5005] lr: 7.2863e-03 eta: 6:40:32 time: 0.1409 data_time: 0.0022 memory: 4390 loss: 2.2380 2022/12/07 20:13:47 - mmengine - INFO - Epoch(train) [166][1100/5005] lr: 7.2781e-03 eta: 6:40:18 time: 0.1404 data_time: 0.0028 memory: 4390 loss: 3.3621 2022/12/07 20:13:58 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:14:01 - mmengine - INFO - Epoch(train) [166][1200/5005] lr: 7.2700e-03 eta: 6:40:05 time: 0.1396 data_time: 0.0022 memory: 4390 loss: 2.6566 2022/12/07 20:14:15 - mmengine - INFO - Epoch(train) [166][1300/5005] lr: 7.2618e-03 eta: 6:39:51 time: 0.1395 data_time: 0.0022 memory: 4390 loss: 2.7902 2022/12/07 20:14:30 - mmengine - INFO - Epoch(train) [166][1400/5005] lr: 7.2537e-03 eta: 6:39:37 time: 0.1411 data_time: 0.0023 memory: 4390 loss: 2.7996 2022/12/07 20:14:44 - mmengine - INFO - Epoch(train) [166][1500/5005] lr: 7.2456e-03 eta: 6:39:24 time: 0.1394 data_time: 0.0022 memory: 4390 loss: 2.8491 2022/12/07 20:14:58 - mmengine - INFO - Epoch(train) [166][1600/5005] lr: 7.2374e-03 eta: 6:39:10 time: 0.1417 data_time: 0.0022 memory: 4390 loss: 2.8940 2022/12/07 20:15:12 - mmengine - INFO - Epoch(train) [166][1700/5005] lr: 7.2293e-03 eta: 6:38:56 time: 0.1394 data_time: 0.0022 memory: 4390 loss: 2.5655 2022/12/07 20:15:26 - mmengine - INFO - Epoch(train) [166][1800/5005] lr: 7.2212e-03 eta: 6:38:42 time: 0.1394 data_time: 0.0023 memory: 4390 loss: 2.4016 2022/12/07 20:15:41 - mmengine - INFO - Epoch(train) [166][1900/5005] lr: 7.2130e-03 eta: 6:38:29 time: 0.1404 data_time: 0.0030 memory: 4390 loss: 2.6491 2022/12/07 20:15:55 - mmengine - INFO - Epoch(train) [166][2000/5005] lr: 7.2049e-03 eta: 6:38:15 time: 0.1415 data_time: 0.0023 memory: 4390 loss: 3.0186 2022/12/07 20:16:09 - mmengine - INFO - Epoch(train) [166][2100/5005] lr: 7.1968e-03 eta: 6:38:01 time: 0.1399 data_time: 0.0024 memory: 4390 loss: 2.7382 2022/12/07 20:16:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:16:23 - mmengine - INFO - Epoch(train) [166][2200/5005] lr: 7.1887e-03 eta: 6:37:47 time: 0.1449 data_time: 0.0022 memory: 4390 loss: 2.7591 2022/12/07 20:16:38 - mmengine - INFO - Epoch(train) [166][2300/5005] lr: 7.1806e-03 eta: 6:37:34 time: 0.1399 data_time: 0.0022 memory: 4390 loss: 2.8703 2022/12/07 20:16:52 - mmengine - INFO - Epoch(train) [166][2400/5005] lr: 7.1725e-03 eta: 6:37:20 time: 0.1394 data_time: 0.0022 memory: 4390 loss: 2.7544 2022/12/07 20:17:06 - mmengine - INFO - Epoch(train) [166][2500/5005] lr: 7.1644e-03 eta: 6:37:06 time: 0.1405 data_time: 0.0022 memory: 4390 loss: 2.6183 2022/12/07 20:17:20 - mmengine - INFO - Epoch(train) [166][2600/5005] lr: 7.1563e-03 eta: 6:36:52 time: 0.1411 data_time: 0.0022 memory: 4390 loss: 2.3554 2022/12/07 20:17:35 - mmengine - INFO - Epoch(train) [166][2700/5005] lr: 7.1482e-03 eta: 6:36:39 time: 0.1515 data_time: 0.0023 memory: 4390 loss: 2.6065 2022/12/07 20:17:49 - mmengine - INFO - Epoch(train) [166][2800/5005] lr: 7.1401e-03 eta: 6:36:25 time: 0.1413 data_time: 0.0025 memory: 4390 loss: 2.7859 2022/12/07 20:18:03 - mmengine - INFO - Epoch(train) [166][2900/5005] lr: 7.1321e-03 eta: 6:36:11 time: 0.1461 data_time: 0.0038 memory: 4390 loss: 2.5493 2022/12/07 20:18:18 - mmengine - INFO - Epoch(train) [166][3000/5005] lr: 7.1240e-03 eta: 6:35:58 time: 0.1400 data_time: 0.0022 memory: 4390 loss: 2.5611 2022/12/07 20:18:32 - mmengine - INFO - Epoch(train) [166][3100/5005] lr: 7.1159e-03 eta: 6:35:44 time: 0.1406 data_time: 0.0025 memory: 4390 loss: 2.9998 2022/12/07 20:18:43 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:18:46 - mmengine - INFO - Epoch(train) [166][3200/5005] lr: 7.1079e-03 eta: 6:35:30 time: 0.1406 data_time: 0.0024 memory: 4390 loss: 2.3875 2022/12/07 20:19:00 - mmengine - INFO - Epoch(train) [166][3300/5005] lr: 7.0998e-03 eta: 6:35:16 time: 0.1391 data_time: 0.0026 memory: 4390 loss: 2.6344 2022/12/07 20:19:15 - mmengine - INFO - Epoch(train) [166][3400/5005] lr: 7.0917e-03 eta: 6:35:03 time: 0.1408 data_time: 0.0029 memory: 4390 loss: 3.0058 2022/12/07 20:19:29 - mmengine - INFO - Epoch(train) [166][3500/5005] lr: 7.0837e-03 eta: 6:34:49 time: 0.1403 data_time: 0.0031 memory: 4390 loss: 2.3587 2022/12/07 20:19:43 - mmengine - INFO - Epoch(train) [166][3600/5005] lr: 7.0756e-03 eta: 6:34:35 time: 0.1402 data_time: 0.0029 memory: 4390 loss: 2.5023 2022/12/07 20:19:57 - mmengine - INFO - Epoch(train) [166][3700/5005] lr: 7.0676e-03 eta: 6:34:21 time: 0.1400 data_time: 0.0032 memory: 4390 loss: 2.8358 2022/12/07 20:20:12 - mmengine - INFO - Epoch(train) [166][3800/5005] lr: 7.0595e-03 eta: 6:34:08 time: 0.1400 data_time: 0.0031 memory: 4390 loss: 3.2551 2022/12/07 20:20:26 - mmengine - INFO - Epoch(train) [166][3900/5005] lr: 7.0515e-03 eta: 6:33:54 time: 0.1416 data_time: 0.0024 memory: 4390 loss: 2.6988 2022/12/07 20:20:40 - mmengine - INFO - Epoch(train) [166][4000/5005] lr: 7.0435e-03 eta: 6:33:40 time: 0.1390 data_time: 0.0024 memory: 4390 loss: 2.7818 2022/12/07 20:20:54 - mmengine - INFO - Epoch(train) [166][4100/5005] lr: 7.0354e-03 eta: 6:33:26 time: 0.1390 data_time: 0.0025 memory: 4390 loss: 2.6303 2022/12/07 20:21:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:21:08 - mmengine - INFO - Epoch(train) [166][4200/5005] lr: 7.0274e-03 eta: 6:33:13 time: 0.1415 data_time: 0.0025 memory: 4390 loss: 2.8911 2022/12/07 20:21:22 - mmengine - INFO - Epoch(train) [166][4300/5005] lr: 7.0194e-03 eta: 6:32:59 time: 0.1413 data_time: 0.0022 memory: 4390 loss: 2.8950 2022/12/07 20:21:37 - mmengine - INFO - Epoch(train) [166][4400/5005] lr: 7.0114e-03 eta: 6:32:45 time: 0.1417 data_time: 0.0024 memory: 4390 loss: 2.6804 2022/12/07 20:21:51 - mmengine - INFO - Epoch(train) [166][4500/5005] lr: 7.0034e-03 eta: 6:32:31 time: 0.1415 data_time: 0.0024 memory: 4390 loss: 2.4253 2022/12/07 20:22:05 - mmengine - INFO - Epoch(train) [166][4600/5005] lr: 6.9954e-03 eta: 6:32:18 time: 0.1418 data_time: 0.0025 memory: 4390 loss: 3.2659 2022/12/07 20:22:19 - mmengine - INFO - Epoch(train) [166][4700/5005] lr: 6.9874e-03 eta: 6:32:04 time: 0.1398 data_time: 0.0022 memory: 4390 loss: 2.5804 2022/12/07 20:22:34 - mmengine - INFO - Epoch(train) [166][4800/5005] lr: 6.9794e-03 eta: 6:31:50 time: 0.1396 data_time: 0.0023 memory: 4390 loss: 3.0050 2022/12/07 20:22:48 - mmengine - INFO - Epoch(train) [166][4900/5005] lr: 6.9714e-03 eta: 6:31:37 time: 0.1431 data_time: 0.0024 memory: 4390 loss: 2.8365 2022/12/07 20:23:02 - mmengine - INFO - Epoch(train) [166][5000/5005] lr: 6.9634e-03 eta: 6:31:23 time: 0.1415 data_time: 0.0031 memory: 4390 loss: 3.0447 2022/12/07 20:23:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:23:03 - mmengine - INFO - Saving checkpoint at 166 epochs 2022/12/07 20:23:13 - mmengine - INFO - Epoch(val) [166][100/196] eta: 0:00:07 time: 0.0757 data_time: 0.0444 memory: 4390 2022/12/07 20:23:32 - mmengine - INFO - Epoch(val) [166][196/196] accuracy/top1: 77.3320 accuracy/top5: 93.6580 2022/12/07 20:23:47 - mmengine - INFO - Epoch(train) [167][ 100/5005] lr: 6.9550e-03 eta: 6:31:09 time: 0.1408 data_time: 0.0028 memory: 4391 loss: 2.6962 2022/12/07 20:23:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:24:01 - mmengine - INFO - Epoch(train) [167][ 200/5005] lr: 6.9470e-03 eta: 6:30:55 time: 0.1392 data_time: 0.0030 memory: 4390 loss: 2.7468 2022/12/07 20:24:15 - mmengine - INFO - Epoch(train) [167][ 300/5005] lr: 6.9390e-03 eta: 6:30:41 time: 0.1393 data_time: 0.0028 memory: 4390 loss: 2.5239 2022/12/07 20:24:30 - mmengine - INFO - Epoch(train) [167][ 400/5005] lr: 6.9311e-03 eta: 6:30:27 time: 0.1405 data_time: 0.0029 memory: 4390 loss: 2.8525 2022/12/07 20:24:44 - mmengine - INFO - Epoch(train) [167][ 500/5005] lr: 6.9231e-03 eta: 6:30:14 time: 0.1438 data_time: 0.0030 memory: 4390 loss: 2.8174 2022/12/07 20:24:58 - mmengine - INFO - Epoch(train) [167][ 600/5005] lr: 6.9151e-03 eta: 6:30:00 time: 0.1397 data_time: 0.0028 memory: 4390 loss: 2.7108 2022/12/07 20:25:12 - mmengine - INFO - Epoch(train) [167][ 700/5005] lr: 6.9072e-03 eta: 6:29:46 time: 0.1395 data_time: 0.0028 memory: 4390 loss: 2.4502 2022/12/07 20:25:27 - mmengine - INFO - Epoch(train) [167][ 800/5005] lr: 6.8992e-03 eta: 6:29:32 time: 0.1392 data_time: 0.0030 memory: 4390 loss: 2.3815 2022/12/07 20:25:41 - mmengine - INFO - Epoch(train) [167][ 900/5005] lr: 6.8913e-03 eta: 6:29:19 time: 0.1468 data_time: 0.0026 memory: 4390 loss: 2.5923 2022/12/07 20:25:55 - mmengine - INFO - Epoch(train) [167][1000/5005] lr: 6.8833e-03 eta: 6:29:05 time: 0.1398 data_time: 0.0028 memory: 4390 loss: 2.7441 2022/12/07 20:26:09 - mmengine - INFO - Epoch(train) [167][1100/5005] lr: 6.8754e-03 eta: 6:28:51 time: 0.1395 data_time: 0.0028 memory: 4390 loss: 3.1344 2022/12/07 20:26:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:26:23 - mmengine - INFO - Epoch(train) [167][1200/5005] lr: 6.8674e-03 eta: 6:28:37 time: 0.1402 data_time: 0.0027 memory: 4390 loss: 2.7530 2022/12/07 20:26:37 - mmengine - INFO - Epoch(train) [167][1300/5005] lr: 6.8595e-03 eta: 6:28:23 time: 0.1393 data_time: 0.0027 memory: 4390 loss: 2.8079 2022/12/07 20:26:52 - mmengine - INFO - Epoch(train) [167][1400/5005] lr: 6.8516e-03 eta: 6:28:10 time: 0.1393 data_time: 0.0029 memory: 4390 loss: 2.4338 2022/12/07 20:27:06 - mmengine - INFO - Epoch(train) [167][1500/5005] lr: 6.8436e-03 eta: 6:27:56 time: 0.1389 data_time: 0.0028 memory: 4390 loss: 2.9191 2022/12/07 20:27:20 - mmengine - INFO - Epoch(train) [167][1600/5005] lr: 6.8357e-03 eta: 6:27:42 time: 0.1392 data_time: 0.0029 memory: 4390 loss: 2.7137 2022/12/07 20:27:34 - mmengine - INFO - Epoch(train) [167][1700/5005] lr: 6.8278e-03 eta: 6:27:28 time: 0.1392 data_time: 0.0029 memory: 4390 loss: 2.6246 2022/12/07 20:27:48 - mmengine - INFO - Epoch(train) [167][1800/5005] lr: 6.8199e-03 eta: 6:27:15 time: 0.1396 data_time: 0.0029 memory: 4390 loss: 2.6192 2022/12/07 20:28:02 - mmengine - INFO - Epoch(train) [167][1900/5005] lr: 6.8120e-03 eta: 6:27:01 time: 0.1388 data_time: 0.0029 memory: 4390 loss: 2.4141 2022/12/07 20:28:16 - mmengine - INFO - Epoch(train) [167][2000/5005] lr: 6.8041e-03 eta: 6:26:47 time: 0.1396 data_time: 0.0027 memory: 4390 loss: 2.2875 2022/12/07 20:28:30 - mmengine - INFO - Epoch(train) [167][2100/5005] lr: 6.7962e-03 eta: 6:26:33 time: 0.1394 data_time: 0.0028 memory: 4390 loss: 2.7335 2022/12/07 20:28:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:28:45 - mmengine - INFO - Epoch(train) [167][2200/5005] lr: 6.7883e-03 eta: 6:26:20 time: 0.1387 data_time: 0.0028 memory: 4390 loss: 2.8176 2022/12/07 20:28:59 - mmengine - INFO - Epoch(train) [167][2300/5005] lr: 6.7804e-03 eta: 6:26:06 time: 0.1388 data_time: 0.0026 memory: 4390 loss: 2.9128 2022/12/07 20:29:13 - mmengine - INFO - Epoch(train) [167][2400/5005] lr: 6.7725e-03 eta: 6:25:52 time: 0.1388 data_time: 0.0028 memory: 4390 loss: 2.4679 2022/12/07 20:29:27 - mmengine - INFO - Epoch(train) [167][2500/5005] lr: 6.7646e-03 eta: 6:25:38 time: 0.1389 data_time: 0.0028 memory: 4390 loss: 2.8539 2022/12/07 20:29:41 - mmengine - INFO - Epoch(train) [167][2600/5005] lr: 6.7567e-03 eta: 6:25:24 time: 0.1391 data_time: 0.0028 memory: 4390 loss: 2.5374 2022/12/07 20:29:55 - mmengine - INFO - Epoch(train) [167][2700/5005] lr: 6.7488e-03 eta: 6:25:11 time: 0.1391 data_time: 0.0027 memory: 4390 loss: 2.7041 2022/12/07 20:30:09 - mmengine - INFO - Epoch(train) [167][2800/5005] lr: 6.7410e-03 eta: 6:24:57 time: 0.1396 data_time: 0.0029 memory: 4390 loss: 2.6865 2022/12/07 20:30:23 - mmengine - INFO - Epoch(train) [167][2900/5005] lr: 6.7331e-03 eta: 6:24:43 time: 0.1478 data_time: 0.0029 memory: 4390 loss: 2.2867 2022/12/07 20:30:38 - mmengine - INFO - Epoch(train) [167][3000/5005] lr: 6.7252e-03 eta: 6:24:29 time: 0.1389 data_time: 0.0029 memory: 4390 loss: 3.1082 2022/12/07 20:30:52 - mmengine - INFO - Epoch(train) [167][3100/5005] lr: 6.7174e-03 eta: 6:24:16 time: 0.1402 data_time: 0.0030 memory: 4390 loss: 2.5283 2022/12/07 20:31:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:31:06 - mmengine - INFO - Epoch(train) [167][3200/5005] lr: 6.7095e-03 eta: 6:24:02 time: 0.1412 data_time: 0.0035 memory: 4390 loss: 2.5713 2022/12/07 20:31:20 - mmengine - INFO - Epoch(train) [167][3300/5005] lr: 6.7017e-03 eta: 6:23:48 time: 0.1401 data_time: 0.0030 memory: 4390 loss: 2.7566 2022/12/07 20:31:35 - mmengine - INFO - Epoch(train) [167][3400/5005] lr: 6.6938e-03 eta: 6:23:35 time: 0.1435 data_time: 0.0028 memory: 4390 loss: 2.9098 2022/12/07 20:31:49 - mmengine - INFO - Epoch(train) [167][3500/5005] lr: 6.6860e-03 eta: 6:23:21 time: 0.1409 data_time: 0.0028 memory: 4390 loss: 2.7780 2022/12/07 20:32:03 - mmengine - INFO - Epoch(train) [167][3600/5005] lr: 6.6782e-03 eta: 6:23:07 time: 0.1416 data_time: 0.0034 memory: 4390 loss: 2.2999 2022/12/07 20:32:18 - mmengine - INFO - Epoch(train) [167][3700/5005] lr: 6.6703e-03 eta: 6:22:53 time: 0.1419 data_time: 0.0035 memory: 4390 loss: 2.4768 2022/12/07 20:32:32 - mmengine - INFO - Epoch(train) [167][3800/5005] lr: 6.6625e-03 eta: 6:22:40 time: 0.1435 data_time: 0.0025 memory: 4390 loss: 2.7516 2022/12/07 20:32:47 - mmengine - INFO - Epoch(train) [167][3900/5005] lr: 6.6547e-03 eta: 6:22:26 time: 0.1397 data_time: 0.0022 memory: 4390 loss: 2.2737 2022/12/07 20:33:01 - mmengine - INFO - Epoch(train) [167][4000/5005] lr: 6.6469e-03 eta: 6:22:12 time: 0.1414 data_time: 0.0021 memory: 4390 loss: 2.7581 2022/12/07 20:33:15 - mmengine - INFO - Epoch(train) [167][4100/5005] lr: 6.6390e-03 eta: 6:21:58 time: 0.1398 data_time: 0.0022 memory: 4390 loss: 3.0098 2022/12/07 20:33:25 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:33:29 - mmengine - INFO - Epoch(train) [167][4200/5005] lr: 6.6312e-03 eta: 6:21:45 time: 0.1405 data_time: 0.0021 memory: 4390 loss: 2.7518 2022/12/07 20:33:43 - mmengine - INFO - Epoch(train) [167][4300/5005] lr: 6.6234e-03 eta: 6:21:31 time: 0.1397 data_time: 0.0023 memory: 4390 loss: 2.6827 2022/12/07 20:33:57 - mmengine - INFO - Epoch(train) [167][4400/5005] lr: 6.6156e-03 eta: 6:21:17 time: 0.1395 data_time: 0.0022 memory: 4390 loss: 2.7132 2022/12/07 20:34:11 - mmengine - INFO - Epoch(train) [167][4500/5005] lr: 6.6078e-03 eta: 6:21:03 time: 0.1394 data_time: 0.0021 memory: 4390 loss: 2.7458 2022/12/07 20:34:26 - mmengine - INFO - Epoch(train) [167][4600/5005] lr: 6.6000e-03 eta: 6:20:50 time: 0.1395 data_time: 0.0022 memory: 4390 loss: 2.7454 2022/12/07 20:34:40 - mmengine - INFO - Epoch(train) [167][4700/5005] lr: 6.5922e-03 eta: 6:20:36 time: 0.1403 data_time: 0.0021 memory: 4390 loss: 3.2913 2022/12/07 20:34:54 - mmengine - INFO - Epoch(train) [167][4800/5005] lr: 6.5844e-03 eta: 6:20:22 time: 0.1389 data_time: 0.0023 memory: 4390 loss: 2.6639 2022/12/07 20:35:08 - mmengine - INFO - Epoch(train) [167][4900/5005] lr: 6.5767e-03 eta: 6:20:08 time: 0.1383 data_time: 0.0022 memory: 4390 loss: 2.6307 2022/12/07 20:35:22 - mmengine - INFO - Epoch(train) [167][5000/5005] lr: 6.5689e-03 eta: 6:19:54 time: 0.1394 data_time: 0.0025 memory: 4390 loss: 2.3929 2022/12/07 20:35:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:35:23 - mmengine - INFO - Saving checkpoint at 167 epochs 2022/12/07 20:35:33 - mmengine - INFO - Epoch(val) [167][100/196] eta: 0:00:07 time: 0.0777 data_time: 0.0468 memory: 4390 2022/12/07 20:35:52 - mmengine - INFO - Epoch(val) [167][196/196] accuracy/top1: 77.2480 accuracy/top5: 93.6840 2022/12/07 20:36:07 - mmengine - INFO - Epoch(train) [168][ 100/5005] lr: 6.5607e-03 eta: 6:19:40 time: 0.1391 data_time: 0.0023 memory: 4390 loss: 2.2252 2022/12/07 20:36:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:36:21 - mmengine - INFO - Epoch(train) [168][ 200/5005] lr: 6.5530e-03 eta: 6:19:26 time: 0.1384 data_time: 0.0021 memory: 4390 loss: 2.3614 2022/12/07 20:36:35 - mmengine - INFO - Epoch(train) [168][ 300/5005] lr: 6.5452e-03 eta: 6:19:13 time: 0.1389 data_time: 0.0021 memory: 4390 loss: 3.0978 2022/12/07 20:36:49 - mmengine - INFO - Epoch(train) [168][ 400/5005] lr: 6.5374e-03 eta: 6:18:59 time: 0.1391 data_time: 0.0023 memory: 4390 loss: 2.6147 2022/12/07 20:37:03 - mmengine - INFO - Epoch(train) [168][ 500/5005] lr: 6.5297e-03 eta: 6:18:45 time: 0.1389 data_time: 0.0021 memory: 4390 loss: 2.4649 2022/12/07 20:37:17 - mmengine - INFO - Epoch(train) [168][ 600/5005] lr: 6.5219e-03 eta: 6:18:31 time: 0.1390 data_time: 0.0022 memory: 4390 loss: 3.0694 2022/12/07 20:37:31 - mmengine - INFO - Epoch(train) [168][ 700/5005] lr: 6.5142e-03 eta: 6:18:18 time: 0.1387 data_time: 0.0023 memory: 4390 loss: 3.2238 2022/12/07 20:37:45 - mmengine - INFO - Epoch(train) [168][ 800/5005] lr: 6.5064e-03 eta: 6:18:04 time: 0.1388 data_time: 0.0023 memory: 4390 loss: 2.0030 2022/12/07 20:37:59 - mmengine - INFO - Epoch(train) [168][ 900/5005] lr: 6.4987e-03 eta: 6:17:50 time: 0.1392 data_time: 0.0022 memory: 4390 loss: 2.9417 2022/12/07 20:38:13 - mmengine - INFO - Epoch(train) [168][1000/5005] lr: 6.4910e-03 eta: 6:17:36 time: 0.1435 data_time: 0.0028 memory: 4390 loss: 2.9627 2022/12/07 20:38:28 - mmengine - INFO - Epoch(train) [168][1100/5005] lr: 6.4832e-03 eta: 6:17:23 time: 0.1397 data_time: 0.0021 memory: 4390 loss: 2.4714 2022/12/07 20:38:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:38:42 - mmengine - INFO - Epoch(train) [168][1200/5005] lr: 6.4755e-03 eta: 6:17:09 time: 0.1417 data_time: 0.0023 memory: 4390 loss: 2.3332 2022/12/07 20:38:56 - mmengine - INFO - Epoch(train) [168][1300/5005] lr: 6.4678e-03 eta: 6:16:55 time: 0.1396 data_time: 0.0023 memory: 4390 loss: 2.7491 2022/12/07 20:39:10 - mmengine - INFO - Epoch(train) [168][1400/5005] lr: 6.4601e-03 eta: 6:16:41 time: 0.1389 data_time: 0.0023 memory: 4390 loss: 3.1810 2022/12/07 20:39:24 - mmengine - INFO - Epoch(train) [168][1500/5005] lr: 6.4524e-03 eta: 6:16:28 time: 0.1402 data_time: 0.0022 memory: 4390 loss: 2.4369 2022/12/07 20:39:39 - mmengine - INFO - Epoch(train) [168][1600/5005] lr: 6.4447e-03 eta: 6:16:14 time: 0.1407 data_time: 0.0023 memory: 4390 loss: 2.9507 2022/12/07 20:39:53 - mmengine - INFO - Epoch(train) [168][1700/5005] lr: 6.4369e-03 eta: 6:16:00 time: 0.1406 data_time: 0.0023 memory: 4390 loss: 2.3934 2022/12/07 20:40:07 - mmengine - INFO - Epoch(train) [168][1800/5005] lr: 6.4292e-03 eta: 6:15:46 time: 0.1407 data_time: 0.0023 memory: 4390 loss: 2.3454 2022/12/07 20:40:21 - mmengine - INFO - Epoch(train) [168][1900/5005] lr: 6.4216e-03 eta: 6:15:33 time: 0.1401 data_time: 0.0022 memory: 4390 loss: 2.9984 2022/12/07 20:40:36 - mmengine - INFO - Epoch(train) [168][2000/5005] lr: 6.4139e-03 eta: 6:15:19 time: 0.1431 data_time: 0.0023 memory: 4390 loss: 2.2796 2022/12/07 20:40:50 - mmengine - INFO - Epoch(train) [168][2100/5005] lr: 6.4062e-03 eta: 6:15:05 time: 0.1405 data_time: 0.0022 memory: 4390 loss: 3.2699 2022/12/07 20:40:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:41:04 - mmengine - INFO - Epoch(train) [168][2200/5005] lr: 6.3985e-03 eta: 6:14:51 time: 0.1416 data_time: 0.0024 memory: 4390 loss: 2.3967 2022/12/07 20:41:18 - mmengine - INFO - Epoch(train) [168][2300/5005] lr: 6.3908e-03 eta: 6:14:38 time: 0.1411 data_time: 0.0023 memory: 4390 loss: 2.9916 2022/12/07 20:41:33 - mmengine - INFO - Epoch(train) [168][2400/5005] lr: 6.3831e-03 eta: 6:14:24 time: 0.1400 data_time: 0.0021 memory: 4390 loss: 2.6638 2022/12/07 20:41:47 - mmengine - INFO - Epoch(train) [168][2500/5005] lr: 6.3755e-03 eta: 6:14:10 time: 0.1400 data_time: 0.0022 memory: 4390 loss: 2.6659 2022/12/07 20:42:01 - mmengine - INFO - Epoch(train) [168][2600/5005] lr: 6.3678e-03 eta: 6:13:56 time: 0.1399 data_time: 0.0022 memory: 4390 loss: 2.5015 2022/12/07 20:42:15 - mmengine - INFO - Epoch(train) [168][2700/5005] lr: 6.3601e-03 eta: 6:13:43 time: 0.1401 data_time: 0.0021 memory: 4390 loss: 2.5818 2022/12/07 20:42:29 - mmengine - INFO - Epoch(train) [168][2800/5005] lr: 6.3525e-03 eta: 6:13:29 time: 0.1412 data_time: 0.0024 memory: 4390 loss: 2.9494 2022/12/07 20:42:43 - mmengine - INFO - Epoch(train) [168][2900/5005] lr: 6.3448e-03 eta: 6:13:15 time: 0.1389 data_time: 0.0022 memory: 4390 loss: 2.7461 2022/12/07 20:42:58 - mmengine - INFO - Epoch(train) [168][3000/5005] lr: 6.3372e-03 eta: 6:13:01 time: 0.1396 data_time: 0.0022 memory: 4390 loss: 2.5504 2022/12/07 20:43:12 - mmengine - INFO - Epoch(train) [168][3100/5005] lr: 6.3295e-03 eta: 6:12:48 time: 0.1476 data_time: 0.0021 memory: 4390 loss: 2.2564 2022/12/07 20:43:21 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:43:26 - mmengine - INFO - Epoch(train) [168][3200/5005] lr: 6.3219e-03 eta: 6:12:34 time: 0.1392 data_time: 0.0022 memory: 4390 loss: 2.0531 2022/12/07 20:43:40 - mmengine - INFO - Epoch(train) [168][3300/5005] lr: 6.3143e-03 eta: 6:12:20 time: 0.1409 data_time: 0.0024 memory: 4390 loss: 2.2180 2022/12/07 20:43:54 - mmengine - INFO - Epoch(train) [168][3400/5005] lr: 6.3066e-03 eta: 6:12:06 time: 0.1387 data_time: 0.0022 memory: 4390 loss: 2.6179 2022/12/07 20:44:08 - mmengine - INFO - Epoch(train) [168][3500/5005] lr: 6.2990e-03 eta: 6:11:53 time: 0.1389 data_time: 0.0022 memory: 4390 loss: 2.7200 2022/12/07 20:44:23 - mmengine - INFO - Epoch(train) [168][3600/5005] lr: 6.2914e-03 eta: 6:11:39 time: 0.1425 data_time: 0.0023 memory: 4390 loss: 2.7462 2022/12/07 20:44:37 - mmengine - INFO - Epoch(train) [168][3700/5005] lr: 6.2838e-03 eta: 6:11:25 time: 0.1388 data_time: 0.0022 memory: 4390 loss: 2.4811 2022/12/07 20:44:51 - mmengine - INFO - Epoch(train) [168][3800/5005] lr: 6.2762e-03 eta: 6:11:11 time: 0.1399 data_time: 0.0024 memory: 4390 loss: 2.6110 2022/12/07 20:45:05 - mmengine - INFO - Epoch(train) [168][3900/5005] lr: 6.2685e-03 eta: 6:10:58 time: 0.1398 data_time: 0.0023 memory: 4390 loss: 2.5616 2022/12/07 20:45:20 - mmengine - INFO - Epoch(train) [168][4000/5005] lr: 6.2609e-03 eta: 6:10:44 time: 0.1402 data_time: 0.0022 memory: 4390 loss: 2.4012 2022/12/07 20:45:34 - mmengine - INFO - Epoch(train) [168][4100/5005] lr: 6.2533e-03 eta: 6:10:30 time: 0.1407 data_time: 0.0024 memory: 4390 loss: 2.8993 2022/12/07 20:45:43 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:45:48 - mmengine - INFO - Epoch(train) [168][4200/5005] lr: 6.2457e-03 eta: 6:10:16 time: 0.1396 data_time: 0.0024 memory: 4390 loss: 2.9160 2022/12/07 20:46:02 - mmengine - INFO - Epoch(train) [168][4300/5005] lr: 6.2381e-03 eta: 6:10:03 time: 0.1390 data_time: 0.0022 memory: 4390 loss: 2.5689 2022/12/07 20:46:16 - mmengine - INFO - Epoch(train) [168][4400/5005] lr: 6.2306e-03 eta: 6:09:49 time: 0.1422 data_time: 0.0023 memory: 4390 loss: 2.5455 2022/12/07 20:46:31 - mmengine - INFO - Epoch(train) [168][4500/5005] lr: 6.2230e-03 eta: 6:09:35 time: 0.1397 data_time: 0.0027 memory: 4390 loss: 2.4484 2022/12/07 20:46:45 - mmengine - INFO - Epoch(train) [168][4600/5005] lr: 6.2154e-03 eta: 6:09:21 time: 0.1432 data_time: 0.0024 memory: 4390 loss: 2.7023 2022/12/07 20:46:59 - mmengine - INFO - Epoch(train) [168][4700/5005] lr: 6.2078e-03 eta: 6:09:08 time: 0.1408 data_time: 0.0023 memory: 4390 loss: 2.6430 2022/12/07 20:47:13 - mmengine - INFO - Epoch(train) [168][4800/5005] lr: 6.2002e-03 eta: 6:08:54 time: 0.1399 data_time: 0.0023 memory: 4390 loss: 2.6977 2022/12/07 20:47:27 - mmengine - INFO - Epoch(train) [168][4900/5005] lr: 6.1927e-03 eta: 6:08:40 time: 0.1395 data_time: 0.0025 memory: 4390 loss: 2.5974 2022/12/07 20:47:41 - mmengine - INFO - Epoch(train) [168][5000/5005] lr: 6.1851e-03 eta: 6:08:26 time: 0.1407 data_time: 0.0031 memory: 4390 loss: 2.3101 2022/12/07 20:47:42 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:47:42 - mmengine - INFO - Saving checkpoint at 168 epochs 2022/12/07 20:47:52 - mmengine - INFO - Epoch(val) [168][100/196] eta: 0:00:07 time: 0.0626 data_time: 0.0321 memory: 4390 2022/12/07 20:48:11 - mmengine - INFO - Epoch(val) [168][196/196] accuracy/top1: 77.1820 accuracy/top5: 93.7860 2022/12/07 20:48:26 - mmengine - INFO - Epoch(train) [169][ 100/5005] lr: 6.1772e-03 eta: 6:08:12 time: 0.1411 data_time: 0.0022 memory: 4391 loss: 2.9071 2022/12/07 20:48:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:48:40 - mmengine - INFO - Epoch(train) [169][ 200/5005] lr: 6.1696e-03 eta: 6:07:58 time: 0.1447 data_time: 0.0022 memory: 4390 loss: 2.4797 2022/12/07 20:48:55 - mmengine - INFO - Epoch(train) [169][ 300/5005] lr: 6.1621e-03 eta: 6:07:45 time: 0.1402 data_time: 0.0024 memory: 4390 loss: 3.0231 2022/12/07 20:49:09 - mmengine - INFO - Epoch(train) [169][ 400/5005] lr: 6.1545e-03 eta: 6:07:31 time: 0.1405 data_time: 0.0024 memory: 4390 loss: 2.5698 2022/12/07 20:49:23 - mmengine - INFO - Epoch(train) [169][ 500/5005] lr: 6.1470e-03 eta: 6:07:17 time: 0.1406 data_time: 0.0025 memory: 4390 loss: 2.8009 2022/12/07 20:49:37 - mmengine - INFO - Epoch(train) [169][ 600/5005] lr: 6.1395e-03 eta: 6:07:03 time: 0.1424 data_time: 0.0021 memory: 4390 loss: 2.7424 2022/12/07 20:49:52 - mmengine - INFO - Epoch(train) [169][ 700/5005] lr: 6.1319e-03 eta: 6:06:50 time: 0.1398 data_time: 0.0021 memory: 4390 loss: 2.6529 2022/12/07 20:50:06 - mmengine - INFO - Epoch(train) [169][ 800/5005] lr: 6.1244e-03 eta: 6:06:36 time: 0.1415 data_time: 0.0023 memory: 4390 loss: 3.2299 2022/12/07 20:50:20 - mmengine - INFO - Epoch(train) [169][ 900/5005] lr: 6.1169e-03 eta: 6:06:22 time: 0.1479 data_time: 0.0023 memory: 4390 loss: 2.4845 2022/12/07 20:50:34 - mmengine - INFO - Epoch(train) [169][1000/5005] lr: 6.1094e-03 eta: 6:06:08 time: 0.1488 data_time: 0.0023 memory: 4390 loss: 2.3065 2022/12/07 20:50:49 - mmengine - INFO - Epoch(train) [169][1100/5005] lr: 6.1018e-03 eta: 6:05:55 time: 0.1397 data_time: 0.0022 memory: 4390 loss: 2.7882 2022/12/07 20:50:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:51:03 - mmengine - INFO - Epoch(train) [169][1200/5005] lr: 6.0943e-03 eta: 6:05:41 time: 0.1405 data_time: 0.0022 memory: 4390 loss: 2.4435 2022/12/07 20:51:17 - mmengine - INFO - Epoch(train) [169][1300/5005] lr: 6.0868e-03 eta: 6:05:27 time: 0.1406 data_time: 0.0023 memory: 4390 loss: 2.5736 2022/12/07 20:51:31 - mmengine - INFO - Epoch(train) [169][1400/5005] lr: 6.0793e-03 eta: 6:05:13 time: 0.1402 data_time: 0.0026 memory: 4390 loss: 2.7247 2022/12/07 20:51:45 - mmengine - INFO - Epoch(train) [169][1500/5005] lr: 6.0718e-03 eta: 6:05:00 time: 0.1393 data_time: 0.0023 memory: 4390 loss: 3.1208 2022/12/07 20:51:59 - mmengine - INFO - Epoch(train) [169][1600/5005] lr: 6.0643e-03 eta: 6:04:46 time: 0.1393 data_time: 0.0025 memory: 4390 loss: 2.9405 2022/12/07 20:52:14 - mmengine - INFO - Epoch(train) [169][1700/5005] lr: 6.0568e-03 eta: 6:04:32 time: 0.1406 data_time: 0.0024 memory: 4390 loss: 2.6392 2022/12/07 20:52:28 - mmengine - INFO - Epoch(train) [169][1800/5005] lr: 6.0494e-03 eta: 6:04:18 time: 0.1480 data_time: 0.0023 memory: 4390 loss: 2.3445 2022/12/07 20:52:42 - mmengine - INFO - Epoch(train) [169][1900/5005] lr: 6.0419e-03 eta: 6:04:05 time: 0.1410 data_time: 0.0022 memory: 4390 loss: 2.5974 2022/12/07 20:52:56 - mmengine - INFO - Epoch(train) [169][2000/5005] lr: 6.0344e-03 eta: 6:03:51 time: 0.1393 data_time: 0.0023 memory: 4390 loss: 2.4719 2022/12/07 20:53:10 - mmengine - INFO - Epoch(train) [169][2100/5005] lr: 6.0269e-03 eta: 6:03:37 time: 0.1404 data_time: 0.0022 memory: 4390 loss: 2.5326 2022/12/07 20:53:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:53:24 - mmengine - INFO - Epoch(train) [169][2200/5005] lr: 6.0195e-03 eta: 6:03:23 time: 0.1402 data_time: 0.0024 memory: 4390 loss: 2.6181 2022/12/07 20:53:39 - mmengine - INFO - Epoch(train) [169][2300/5005] lr: 6.0120e-03 eta: 6:03:09 time: 0.1390 data_time: 0.0022 memory: 4390 loss: 2.5541 2022/12/07 20:53:53 - mmengine - INFO - Epoch(train) [169][2400/5005] lr: 6.0045e-03 eta: 6:02:56 time: 0.1405 data_time: 0.0023 memory: 4390 loss: 2.3397 2022/12/07 20:54:07 - mmengine - INFO - Epoch(train) [169][2500/5005] lr: 5.9971e-03 eta: 6:02:42 time: 0.1415 data_time: 0.0023 memory: 4390 loss: 3.0753 2022/12/07 20:54:21 - mmengine - INFO - Epoch(train) [169][2600/5005] lr: 5.9896e-03 eta: 6:02:28 time: 0.1416 data_time: 0.0024 memory: 4390 loss: 3.0801 2022/12/07 20:54:36 - mmengine - INFO - Epoch(train) [169][2700/5005] lr: 5.9822e-03 eta: 6:02:14 time: 0.1395 data_time: 0.0022 memory: 4390 loss: 2.5480 2022/12/07 20:54:50 - mmengine - INFO - Epoch(train) [169][2800/5005] lr: 5.9748e-03 eta: 6:02:01 time: 0.1401 data_time: 0.0023 memory: 4390 loss: 2.7472 2022/12/07 20:55:04 - mmengine - INFO - Epoch(train) [169][2900/5005] lr: 5.9673e-03 eta: 6:01:47 time: 0.1418 data_time: 0.0024 memory: 4390 loss: 2.7653 2022/12/07 20:55:18 - mmengine - INFO - Epoch(train) [169][3000/5005] lr: 5.9599e-03 eta: 6:01:33 time: 0.1408 data_time: 0.0029 memory: 4390 loss: 2.5168 2022/12/07 20:55:33 - mmengine - INFO - Epoch(train) [169][3100/5005] lr: 5.9525e-03 eta: 6:01:20 time: 0.1418 data_time: 0.0024 memory: 4390 loss: 2.5519 2022/12/07 20:55:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:55:47 - mmengine - INFO - Epoch(train) [169][3200/5005] lr: 5.9450e-03 eta: 6:01:06 time: 0.1430 data_time: 0.0024 memory: 4390 loss: 2.8399 2022/12/07 20:56:02 - mmengine - INFO - Epoch(train) [169][3300/5005] lr: 5.9376e-03 eta: 6:00:52 time: 0.1416 data_time: 0.0025 memory: 4390 loss: 2.6942 2022/12/07 20:56:16 - mmengine - INFO - Epoch(train) [169][3400/5005] lr: 5.9302e-03 eta: 6:00:38 time: 0.1408 data_time: 0.0029 memory: 4390 loss: 2.8965 2022/12/07 20:56:30 - mmengine - INFO - Epoch(train) [169][3500/5005] lr: 5.9228e-03 eta: 6:00:25 time: 0.1404 data_time: 0.0023 memory: 4390 loss: 2.8064 2022/12/07 20:56:44 - mmengine - INFO - Epoch(train) [169][3600/5005] lr: 5.9154e-03 eta: 6:00:11 time: 0.1385 data_time: 0.0023 memory: 4390 loss: 3.0000 2022/12/07 20:56:58 - mmengine - INFO - Epoch(train) [169][3700/5005] lr: 5.9080e-03 eta: 5:59:57 time: 0.1390 data_time: 0.0023 memory: 4390 loss: 2.7256 2022/12/07 20:57:12 - mmengine - INFO - Epoch(train) [169][3800/5005] lr: 5.9006e-03 eta: 5:59:43 time: 0.1387 data_time: 0.0024 memory: 4390 loss: 2.5430 2022/12/07 20:57:27 - mmengine - INFO - Epoch(train) [169][3900/5005] lr: 5.8932e-03 eta: 5:59:30 time: 0.1404 data_time: 0.0029 memory: 4390 loss: 2.3306 2022/12/07 20:57:41 - mmengine - INFO - Epoch(train) [169][4000/5005] lr: 5.8858e-03 eta: 5:59:16 time: 0.1407 data_time: 0.0028 memory: 4390 loss: 2.4776 2022/12/07 20:57:55 - mmengine - INFO - Epoch(train) [169][4100/5005] lr: 5.8784e-03 eta: 5:59:02 time: 0.1422 data_time: 0.0023 memory: 4390 loss: 2.5839 2022/12/07 20:58:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 20:58:10 - mmengine - INFO - Epoch(train) [169][4200/5005] lr: 5.8710e-03 eta: 5:58:48 time: 0.1409 data_time: 0.0025 memory: 4390 loss: 2.8123 2022/12/07 20:58:24 - mmengine - INFO - Epoch(train) [169][4300/5005] lr: 5.8637e-03 eta: 5:58:35 time: 0.1404 data_time: 0.0024 memory: 4390 loss: 2.6964 2022/12/07 20:58:38 - mmengine - INFO - Epoch(train) [169][4400/5005] lr: 5.8563e-03 eta: 5:58:21 time: 0.1411 data_time: 0.0024 memory: 4390 loss: 2.4969 2022/12/07 20:58:52 - mmengine - INFO - Epoch(train) [169][4500/5005] lr: 5.8489e-03 eta: 5:58:07 time: 0.1393 data_time: 0.0023 memory: 4390 loss: 3.1426 2022/12/07 20:59:07 - mmengine - INFO - Epoch(train) [169][4600/5005] lr: 5.8416e-03 eta: 5:57:53 time: 0.1410 data_time: 0.0025 memory: 4390 loss: 3.1654 2022/12/07 20:59:21 - mmengine - INFO - Epoch(train) [169][4700/5005] lr: 5.8342e-03 eta: 5:57:40 time: 0.1400 data_time: 0.0024 memory: 4390 loss: 2.8183 2022/12/07 20:59:35 - mmengine - INFO - Epoch(train) [169][4800/5005] lr: 5.8269e-03 eta: 5:57:26 time: 0.1403 data_time: 0.0024 memory: 4390 loss: 2.3534 2022/12/07 20:59:49 - mmengine - INFO - Epoch(train) [169][4900/5005] lr: 5.8195e-03 eta: 5:57:12 time: 0.1387 data_time: 0.0023 memory: 4390 loss: 2.9376 2022/12/07 21:00:03 - mmengine - INFO - Epoch(train) [169][5000/5005] lr: 5.8122e-03 eta: 5:56:58 time: 0.1422 data_time: 0.0031 memory: 4390 loss: 3.4368 2022/12/07 21:00:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:00:04 - mmengine - INFO - Saving checkpoint at 169 epochs 2022/12/07 21:00:14 - mmengine - INFO - Epoch(val) [169][100/196] eta: 0:00:07 time: 0.0751 data_time: 0.0448 memory: 4390 2022/12/07 21:00:33 - mmengine - INFO - Epoch(val) [169][196/196] accuracy/top1: 77.5360 accuracy/top5: 93.9200 2022/12/07 21:00:48 - mmengine - INFO - Epoch(train) [170][ 100/5005] lr: 5.8045e-03 eta: 5:56:44 time: 0.1431 data_time: 0.0024 memory: 4391 loss: 3.3736 2022/12/07 21:00:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:01:02 - mmengine - INFO - Epoch(train) [170][ 200/5005] lr: 5.7971e-03 eta: 5:56:30 time: 0.1408 data_time: 0.0028 memory: 4390 loss: 3.2709 2022/12/07 21:01:16 - mmengine - INFO - Epoch(train) [170][ 300/5005] lr: 5.7898e-03 eta: 5:56:16 time: 0.1402 data_time: 0.0027 memory: 4390 loss: 2.3694 2022/12/07 21:01:30 - mmengine - INFO - Epoch(train) [170][ 400/5005] lr: 5.7825e-03 eta: 5:56:03 time: 0.1409 data_time: 0.0027 memory: 4390 loss: 2.6835 2022/12/07 21:01:45 - mmengine - INFO - Epoch(train) [170][ 500/5005] lr: 5.7751e-03 eta: 5:55:49 time: 0.1421 data_time: 0.0029 memory: 4390 loss: 2.5203 2022/12/07 21:01:59 - mmengine - INFO - Epoch(train) [170][ 600/5005] lr: 5.7678e-03 eta: 5:55:35 time: 0.1457 data_time: 0.0028 memory: 4390 loss: 2.5310 2022/12/07 21:02:13 - mmengine - INFO - Epoch(train) [170][ 700/5005] lr: 5.7605e-03 eta: 5:55:21 time: 0.1413 data_time: 0.0028 memory: 4390 loss: 2.2637 2022/12/07 21:02:28 - mmengine - INFO - Epoch(train) [170][ 800/5005] lr: 5.7532e-03 eta: 5:55:08 time: 0.1413 data_time: 0.0027 memory: 4390 loss: 2.5160 2022/12/07 21:02:42 - mmengine - INFO - Epoch(train) [170][ 900/5005] lr: 5.7459e-03 eta: 5:54:54 time: 0.1423 data_time: 0.0028 memory: 4390 loss: 2.9321 2022/12/07 21:02:56 - mmengine - INFO - Epoch(train) [170][1000/5005] lr: 5.7386e-03 eta: 5:54:40 time: 0.1410 data_time: 0.0029 memory: 4390 loss: 2.7077 2022/12/07 21:03:11 - mmengine - INFO - Epoch(train) [170][1100/5005] lr: 5.7313e-03 eta: 5:54:27 time: 0.1417 data_time: 0.0028 memory: 4390 loss: 2.7058 2022/12/07 21:03:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:03:25 - mmengine - INFO - Epoch(train) [170][1200/5005] lr: 5.7240e-03 eta: 5:54:13 time: 0.1404 data_time: 0.0029 memory: 4390 loss: 2.7827 2022/12/07 21:03:39 - mmengine - INFO - Epoch(train) [170][1300/5005] lr: 5.7167e-03 eta: 5:53:59 time: 0.1409 data_time: 0.0030 memory: 4390 loss: 2.3743 2022/12/07 21:03:54 - mmengine - INFO - Epoch(train) [170][1400/5005] lr: 5.7094e-03 eta: 5:53:45 time: 0.1423 data_time: 0.0029 memory: 4390 loss: 3.1193 2022/12/07 21:04:08 - mmengine - INFO - Epoch(train) [170][1500/5005] lr: 5.7021e-03 eta: 5:53:32 time: 0.1404 data_time: 0.0030 memory: 4390 loss: 2.7161 2022/12/07 21:04:22 - mmengine - INFO - Epoch(train) [170][1600/5005] lr: 5.6949e-03 eta: 5:53:18 time: 0.1425 data_time: 0.0027 memory: 4390 loss: 2.4195 2022/12/07 21:04:37 - mmengine - INFO - Epoch(train) [170][1700/5005] lr: 5.6876e-03 eta: 5:53:04 time: 0.1397 data_time: 0.0027 memory: 4390 loss: 3.2352 2022/12/07 21:04:51 - mmengine - INFO - Epoch(train) [170][1800/5005] lr: 5.6803e-03 eta: 5:52:50 time: 0.1409 data_time: 0.0027 memory: 4390 loss: 2.5591 2022/12/07 21:05:05 - mmengine - INFO - Epoch(train) [170][1900/5005] lr: 5.6731e-03 eta: 5:52:37 time: 0.1397 data_time: 0.0027 memory: 4390 loss: 2.7020 2022/12/07 21:05:19 - mmengine - INFO - Epoch(train) [170][2000/5005] lr: 5.6658e-03 eta: 5:52:23 time: 0.1424 data_time: 0.0027 memory: 4390 loss: 2.7599 2022/12/07 21:05:33 - mmengine - INFO - Epoch(train) [170][2100/5005] lr: 5.6586e-03 eta: 5:52:09 time: 0.1392 data_time: 0.0028 memory: 4390 loss: 2.5453 2022/12/07 21:05:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:05:48 - mmengine - INFO - Epoch(train) [170][2200/5005] lr: 5.6513e-03 eta: 5:51:55 time: 0.1392 data_time: 0.0026 memory: 4390 loss: 3.0202 2022/12/07 21:06:02 - mmengine - INFO - Epoch(train) [170][2300/5005] lr: 5.6441e-03 eta: 5:51:41 time: 0.1398 data_time: 0.0027 memory: 4390 loss: 3.2860 2022/12/07 21:06:16 - mmengine - INFO - Epoch(train) [170][2400/5005] lr: 5.6368e-03 eta: 5:51:28 time: 0.1394 data_time: 0.0029 memory: 4390 loss: 2.8120 2022/12/07 21:06:30 - mmengine - INFO - Epoch(train) [170][2500/5005] lr: 5.6296e-03 eta: 5:51:14 time: 0.1392 data_time: 0.0028 memory: 4390 loss: 2.5526 2022/12/07 21:06:44 - mmengine - INFO - Epoch(train) [170][2600/5005] lr: 5.6223e-03 eta: 5:51:00 time: 0.1406 data_time: 0.0027 memory: 4390 loss: 2.5059 2022/12/07 21:06:59 - mmengine - INFO - Epoch(train) [170][2700/5005] lr: 5.6151e-03 eta: 5:50:46 time: 0.1404 data_time: 0.0027 memory: 4390 loss: 2.5325 2022/12/07 21:07:13 - mmengine - INFO - Epoch(train) [170][2800/5005] lr: 5.6079e-03 eta: 5:50:33 time: 0.1394 data_time: 0.0028 memory: 4390 loss: 2.3423 2022/12/07 21:07:27 - mmengine - INFO - Epoch(train) [170][2900/5005] lr: 5.6007e-03 eta: 5:50:19 time: 0.1395 data_time: 0.0028 memory: 4390 loss: 2.7860 2022/12/07 21:07:41 - mmengine - INFO - Epoch(train) [170][3000/5005] lr: 5.5935e-03 eta: 5:50:05 time: 0.1460 data_time: 0.0027 memory: 4390 loss: 2.3813 2022/12/07 21:07:55 - mmengine - INFO - Epoch(train) [170][3100/5005] lr: 5.5863e-03 eta: 5:49:51 time: 0.1393 data_time: 0.0028 memory: 4390 loss: 2.7623 2022/12/07 21:08:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:08:09 - mmengine - INFO - Epoch(train) [170][3200/5005] lr: 5.5791e-03 eta: 5:49:38 time: 0.1410 data_time: 0.0029 memory: 4390 loss: 2.6493 2022/12/07 21:08:24 - mmengine - INFO - Epoch(train) [170][3300/5005] lr: 5.5718e-03 eta: 5:49:24 time: 0.1394 data_time: 0.0026 memory: 4390 loss: 2.4096 2022/12/07 21:08:38 - mmengine - INFO - Epoch(train) [170][3400/5005] lr: 5.5647e-03 eta: 5:49:10 time: 0.1398 data_time: 0.0026 memory: 4390 loss: 3.2619 2022/12/07 21:08:52 - mmengine - INFO - Epoch(train) [170][3500/5005] lr: 5.5575e-03 eta: 5:48:56 time: 0.1395 data_time: 0.0026 memory: 4390 loss: 2.7757 2022/12/07 21:09:06 - mmengine - INFO - Epoch(train) [170][3600/5005] lr: 5.5503e-03 eta: 5:48:43 time: 0.1400 data_time: 0.0024 memory: 4390 loss: 2.8107 2022/12/07 21:09:20 - mmengine - INFO - Epoch(train) [170][3700/5005] lr: 5.5431e-03 eta: 5:48:29 time: 0.1397 data_time: 0.0022 memory: 4390 loss: 2.5494 2022/12/07 21:09:35 - mmengine - INFO - Epoch(train) [170][3800/5005] lr: 5.5359e-03 eta: 5:48:15 time: 0.1401 data_time: 0.0024 memory: 4390 loss: 2.5313 2022/12/07 21:09:49 - mmengine - INFO - Epoch(train) [170][3900/5005] lr: 5.5287e-03 eta: 5:48:01 time: 0.1411 data_time: 0.0022 memory: 4390 loss: 3.1753 2022/12/07 21:10:03 - mmengine - INFO - Epoch(train) [170][4000/5005] lr: 5.5216e-03 eta: 5:47:47 time: 0.1439 data_time: 0.0024 memory: 4390 loss: 2.4406 2022/12/07 21:10:17 - mmengine - INFO - Epoch(train) [170][4100/5005] lr: 5.5144e-03 eta: 5:47:34 time: 0.1404 data_time: 0.0024 memory: 4390 loss: 2.4779 2022/12/07 21:10:25 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:10:32 - mmengine - INFO - Epoch(train) [170][4200/5005] lr: 5.5072e-03 eta: 5:47:20 time: 0.1411 data_time: 0.0024 memory: 4390 loss: 2.5558 2022/12/07 21:10:46 - mmengine - INFO - Epoch(train) [170][4300/5005] lr: 5.5001e-03 eta: 5:47:06 time: 0.1405 data_time: 0.0024 memory: 4390 loss: 2.1868 2022/12/07 21:11:00 - mmengine - INFO - Epoch(train) [170][4400/5005] lr: 5.4929e-03 eta: 5:46:52 time: 0.1400 data_time: 0.0024 memory: 4390 loss: 2.6242 2022/12/07 21:11:14 - mmengine - INFO - Epoch(train) [170][4500/5005] lr: 5.4858e-03 eta: 5:46:39 time: 0.1392 data_time: 0.0023 memory: 4390 loss: 2.3921 2022/12/07 21:11:29 - mmengine - INFO - Epoch(train) [170][4600/5005] lr: 5.4786e-03 eta: 5:46:25 time: 0.1407 data_time: 0.0025 memory: 4390 loss: 2.0718 2022/12/07 21:11:43 - mmengine - INFO - Epoch(train) [170][4700/5005] lr: 5.4715e-03 eta: 5:46:11 time: 0.1404 data_time: 0.0024 memory: 4390 loss: 2.6830 2022/12/07 21:11:57 - mmengine - INFO - Epoch(train) [170][4800/5005] lr: 5.4644e-03 eta: 5:45:57 time: 0.1410 data_time: 0.0023 memory: 4390 loss: 2.5775 2022/12/07 21:12:11 - mmengine - INFO - Epoch(train) [170][4900/5005] lr: 5.4572e-03 eta: 5:45:44 time: 0.1443 data_time: 0.0025 memory: 4390 loss: 3.2014 2022/12/07 21:12:25 - mmengine - INFO - Epoch(train) [170][5000/5005] lr: 5.4501e-03 eta: 5:45:30 time: 0.1423 data_time: 0.0031 memory: 4390 loss: 2.0406 2022/12/07 21:12:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:12:26 - mmengine - INFO - Saving checkpoint at 170 epochs 2022/12/07 21:12:36 - mmengine - INFO - Epoch(val) [170][100/196] eta: 0:00:07 time: 0.0764 data_time: 0.0450 memory: 4390 2022/12/07 21:12:55 - mmengine - INFO - Epoch(val) [170][196/196] accuracy/top1: 77.5320 accuracy/top5: 93.9400 2022/12/07 21:13:10 - mmengine - INFO - Epoch(train) [171][ 100/5005] lr: 5.4426e-03 eta: 5:45:16 time: 0.1415 data_time: 0.0025 memory: 4390 loss: 2.5820 2022/12/07 21:13:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:13:24 - mmengine - INFO - Epoch(train) [171][ 200/5005] lr: 5.4355e-03 eta: 5:45:02 time: 0.1391 data_time: 0.0022 memory: 4390 loss: 2.9510 2022/12/07 21:13:38 - mmengine - INFO - Epoch(train) [171][ 300/5005] lr: 5.4284e-03 eta: 5:44:48 time: 0.1402 data_time: 0.0025 memory: 4390 loss: 2.8547 2022/12/07 21:13:52 - mmengine - INFO - Epoch(train) [171][ 400/5005] lr: 5.4213e-03 eta: 5:44:34 time: 0.1387 data_time: 0.0023 memory: 4390 loss: 2.9526 2022/12/07 21:14:07 - mmengine - INFO - Epoch(train) [171][ 500/5005] lr: 5.4142e-03 eta: 5:44:21 time: 0.1418 data_time: 0.0034 memory: 4390 loss: 2.3947 2022/12/07 21:14:21 - mmengine - INFO - Epoch(train) [171][ 600/5005] lr: 5.4071e-03 eta: 5:44:07 time: 0.1397 data_time: 0.0023 memory: 4390 loss: 2.6457 2022/12/07 21:14:35 - mmengine - INFO - Epoch(train) [171][ 700/5005] lr: 5.4000e-03 eta: 5:43:53 time: 0.1403 data_time: 0.0022 memory: 4390 loss: 2.5102 2022/12/07 21:14:49 - mmengine - INFO - Epoch(train) [171][ 800/5005] lr: 5.3929e-03 eta: 5:43:39 time: 0.1435 data_time: 0.0023 memory: 4390 loss: 2.4871 2022/12/07 21:15:03 - mmengine - INFO - Epoch(train) [171][ 900/5005] lr: 5.3858e-03 eta: 5:43:26 time: 0.1390 data_time: 0.0025 memory: 4390 loss: 2.5732 2022/12/07 21:15:17 - mmengine - INFO - Epoch(train) [171][1000/5005] lr: 5.3787e-03 eta: 5:43:12 time: 0.1392 data_time: 0.0024 memory: 4390 loss: 2.6906 2022/12/07 21:15:31 - mmengine - INFO - Epoch(train) [171][1100/5005] lr: 5.3716e-03 eta: 5:42:58 time: 0.1409 data_time: 0.0028 memory: 4390 loss: 2.4131 2022/12/07 21:15:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:15:46 - mmengine - INFO - Epoch(train) [171][1200/5005] lr: 5.3646e-03 eta: 5:42:44 time: 0.1412 data_time: 0.0029 memory: 4390 loss: 2.7689 2022/12/07 21:16:00 - mmengine - INFO - Epoch(train) [171][1300/5005] lr: 5.3575e-03 eta: 5:42:30 time: 0.1392 data_time: 0.0023 memory: 4390 loss: 2.7218 2022/12/07 21:16:14 - mmengine - INFO - Epoch(train) [171][1400/5005] lr: 5.3504e-03 eta: 5:42:17 time: 0.1389 data_time: 0.0024 memory: 4390 loss: 2.7116 2022/12/07 21:16:28 - mmengine - INFO - Epoch(train) [171][1500/5005] lr: 5.3434e-03 eta: 5:42:03 time: 0.1407 data_time: 0.0024 memory: 4390 loss: 2.9246 2022/12/07 21:16:42 - mmengine - INFO - Epoch(train) [171][1600/5005] lr: 5.3363e-03 eta: 5:41:49 time: 0.1406 data_time: 0.0023 memory: 4390 loss: 2.9123 2022/12/07 21:16:57 - mmengine - INFO - Epoch(train) [171][1700/5005] lr: 5.3293e-03 eta: 5:41:35 time: 0.1404 data_time: 0.0024 memory: 4390 loss: 2.3371 2022/12/07 21:17:11 - mmengine - INFO - Epoch(train) [171][1800/5005] lr: 5.3222e-03 eta: 5:41:22 time: 0.1408 data_time: 0.0025 memory: 4390 loss: 2.6159 2022/12/07 21:17:25 - mmengine - INFO - Epoch(train) [171][1900/5005] lr: 5.3152e-03 eta: 5:41:08 time: 0.1403 data_time: 0.0024 memory: 4390 loss: 2.8969 2022/12/07 21:17:39 - mmengine - INFO - Epoch(train) [171][2000/5005] lr: 5.3081e-03 eta: 5:40:54 time: 0.1392 data_time: 0.0023 memory: 4390 loss: 2.7790 2022/12/07 21:17:53 - mmengine - INFO - Epoch(train) [171][2100/5005] lr: 5.3011e-03 eta: 5:40:40 time: 0.1411 data_time: 0.0023 memory: 4390 loss: 2.4997 2022/12/07 21:18:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:18:08 - mmengine - INFO - Epoch(train) [171][2200/5005] lr: 5.2941e-03 eta: 5:40:27 time: 0.1418 data_time: 0.0023 memory: 4390 loss: 2.4604 2022/12/07 21:18:22 - mmengine - INFO - Epoch(train) [171][2300/5005] lr: 5.2871e-03 eta: 5:40:13 time: 0.1419 data_time: 0.0023 memory: 4390 loss: 2.3788 2022/12/07 21:18:36 - mmengine - INFO - Epoch(train) [171][2400/5005] lr: 5.2800e-03 eta: 5:39:59 time: 0.1408 data_time: 0.0023 memory: 4390 loss: 2.5975 2022/12/07 21:18:50 - mmengine - INFO - Epoch(train) [171][2500/5005] lr: 5.2730e-03 eta: 5:39:45 time: 0.1412 data_time: 0.0023 memory: 4390 loss: 2.5981 2022/12/07 21:19:05 - mmengine - INFO - Epoch(train) [171][2600/5005] lr: 5.2660e-03 eta: 5:39:32 time: 0.1434 data_time: 0.0023 memory: 4390 loss: 2.7028 2022/12/07 21:19:19 - mmengine - INFO - Epoch(train) [171][2700/5005] lr: 5.2590e-03 eta: 5:39:18 time: 0.1464 data_time: 0.0023 memory: 4390 loss: 2.3707 2022/12/07 21:19:34 - mmengine - INFO - Epoch(train) [171][2800/5005] lr: 5.2520e-03 eta: 5:39:04 time: 0.1422 data_time: 0.0024 memory: 4390 loss: 2.6272 2022/12/07 21:19:48 - mmengine - INFO - Epoch(train) [171][2900/5005] lr: 5.2450e-03 eta: 5:38:50 time: 0.1388 data_time: 0.0024 memory: 4390 loss: 3.0251 2022/12/07 21:20:02 - mmengine - INFO - Epoch(train) [171][3000/5005] lr: 5.2380e-03 eta: 5:38:37 time: 0.1399 data_time: 0.0022 memory: 4390 loss: 2.6141 2022/12/07 21:20:16 - mmengine - INFO - Epoch(train) [171][3100/5005] lr: 5.2310e-03 eta: 5:38:23 time: 0.1422 data_time: 0.0024 memory: 4390 loss: 2.2654 2022/12/07 21:20:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:20:30 - mmengine - INFO - Epoch(train) [171][3200/5005] lr: 5.2240e-03 eta: 5:38:09 time: 0.1398 data_time: 0.0023 memory: 4390 loss: 2.7692 2022/12/07 21:20:44 - mmengine - INFO - Epoch(train) [171][3300/5005] lr: 5.2170e-03 eta: 5:37:55 time: 0.1392 data_time: 0.0022 memory: 4390 loss: 2.7865 2022/12/07 21:20:59 - mmengine - INFO - Epoch(train) [171][3400/5005] lr: 5.2101e-03 eta: 5:37:42 time: 0.1395 data_time: 0.0024 memory: 4390 loss: 2.5110 2022/12/07 21:21:13 - mmengine - INFO - Epoch(train) [171][3500/5005] lr: 5.2031e-03 eta: 5:37:28 time: 0.1392 data_time: 0.0024 memory: 4390 loss: 2.3054 2022/12/07 21:21:27 - mmengine - INFO - Epoch(train) [171][3600/5005] lr: 5.1961e-03 eta: 5:37:14 time: 0.1405 data_time: 0.0029 memory: 4390 loss: 2.6459 2022/12/07 21:21:41 - mmengine - INFO - Epoch(train) [171][3700/5005] lr: 5.1892e-03 eta: 5:37:00 time: 0.1411 data_time: 0.0024 memory: 4390 loss: 2.6162 2022/12/07 21:21:55 - mmengine - INFO - Epoch(train) [171][3800/5005] lr: 5.1822e-03 eta: 5:36:47 time: 0.1406 data_time: 0.0022 memory: 4390 loss: 3.0235 2022/12/07 21:22:10 - mmengine - INFO - Epoch(train) [171][3900/5005] lr: 5.1752e-03 eta: 5:36:33 time: 0.1452 data_time: 0.0021 memory: 4390 loss: 2.2235 2022/12/07 21:22:24 - mmengine - INFO - Epoch(train) [171][4000/5005] lr: 5.1683e-03 eta: 5:36:19 time: 0.1402 data_time: 0.0022 memory: 4390 loss: 3.0124 2022/12/07 21:22:38 - mmengine - INFO - Epoch(train) [171][4100/5005] lr: 5.1613e-03 eta: 5:36:05 time: 0.1417 data_time: 0.0025 memory: 4390 loss: 2.9556 2022/12/07 21:22:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:22:53 - mmengine - INFO - Epoch(train) [171][4200/5005] lr: 5.1544e-03 eta: 5:35:52 time: 0.1418 data_time: 0.0023 memory: 4390 loss: 2.4451 2022/12/07 21:23:07 - mmengine - INFO - Epoch(train) [171][4300/5005] lr: 5.1475e-03 eta: 5:35:38 time: 0.1398 data_time: 0.0024 memory: 4390 loss: 3.4155 2022/12/07 21:23:21 - mmengine - INFO - Epoch(train) [171][4400/5005] lr: 5.1405e-03 eta: 5:35:24 time: 0.1391 data_time: 0.0024 memory: 4390 loss: 2.7565 2022/12/07 21:23:35 - mmengine - INFO - Epoch(train) [171][4500/5005] lr: 5.1336e-03 eta: 5:35:10 time: 0.1412 data_time: 0.0024 memory: 4390 loss: 2.3701 2022/12/07 21:23:49 - mmengine - INFO - Epoch(train) [171][4600/5005] lr: 5.1267e-03 eta: 5:34:56 time: 0.1428 data_time: 0.0024 memory: 4390 loss: 2.7317 2022/12/07 21:24:04 - mmengine - INFO - Epoch(train) [171][4700/5005] lr: 5.1198e-03 eta: 5:34:43 time: 0.1406 data_time: 0.0023 memory: 4390 loss: 2.5945 2022/12/07 21:24:18 - mmengine - INFO - Epoch(train) [171][4800/5005] lr: 5.1129e-03 eta: 5:34:29 time: 0.1399 data_time: 0.0025 memory: 4390 loss: 2.5100 2022/12/07 21:24:32 - mmengine - INFO - Epoch(train) [171][4900/5005] lr: 5.1059e-03 eta: 5:34:15 time: 0.1407 data_time: 0.0024 memory: 4390 loss: 3.1320 2022/12/07 21:24:46 - mmengine - INFO - Epoch(train) [171][5000/5005] lr: 5.0990e-03 eta: 5:34:01 time: 0.1400 data_time: 0.0032 memory: 4390 loss: 2.6341 2022/12/07 21:24:47 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:24:47 - mmengine - INFO - Saving checkpoint at 171 epochs 2022/12/07 21:24:57 - mmengine - INFO - Epoch(val) [171][100/196] eta: 0:00:07 time: 0.0750 data_time: 0.0443 memory: 4390 2022/12/07 21:25:15 - mmengine - INFO - Epoch(val) [171][196/196] accuracy/top1: 77.8180 accuracy/top5: 94.0920 2022/12/07 21:25:31 - mmengine - INFO - Epoch(train) [172][ 100/5005] lr: 5.0918e-03 eta: 5:33:47 time: 0.1409 data_time: 0.0025 memory: 4390 loss: 2.4456 2022/12/07 21:25:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:25:45 - mmengine - INFO - Epoch(train) [172][ 200/5005] lr: 5.0849e-03 eta: 5:33:33 time: 0.1426 data_time: 0.0027 memory: 4390 loss: 2.8358 2022/12/07 21:25:59 - mmengine - INFO - Epoch(train) [172][ 300/5005] lr: 5.0780e-03 eta: 5:33:20 time: 0.1419 data_time: 0.0025 memory: 4390 loss: 2.9361 2022/12/07 21:26:14 - mmengine - INFO - Epoch(train) [172][ 400/5005] lr: 5.0711e-03 eta: 5:33:06 time: 0.1406 data_time: 0.0022 memory: 4390 loss: 2.0986 2022/12/07 21:26:28 - mmengine - INFO - Epoch(train) [172][ 500/5005] lr: 5.0642e-03 eta: 5:32:52 time: 0.1403 data_time: 0.0025 memory: 4390 loss: 2.8783 2022/12/07 21:26:42 - mmengine - INFO - Epoch(train) [172][ 600/5005] lr: 5.0573e-03 eta: 5:32:38 time: 0.1400 data_time: 0.0023 memory: 4390 loss: 2.7524 2022/12/07 21:26:56 - mmengine - INFO - Epoch(train) [172][ 700/5005] lr: 5.0505e-03 eta: 5:32:25 time: 0.1396 data_time: 0.0025 memory: 4390 loss: 2.5244 2022/12/07 21:27:10 - mmengine - INFO - Epoch(train) [172][ 800/5005] lr: 5.0436e-03 eta: 5:32:11 time: 0.1402 data_time: 0.0025 memory: 4390 loss: 2.5321 2022/12/07 21:27:25 - mmengine - INFO - Epoch(train) [172][ 900/5005] lr: 5.0367e-03 eta: 5:31:57 time: 0.1427 data_time: 0.0025 memory: 4390 loss: 2.4172 2022/12/07 21:27:39 - mmengine - INFO - Epoch(train) [172][1000/5005] lr: 5.0299e-03 eta: 5:31:43 time: 0.1404 data_time: 0.0024 memory: 4390 loss: 2.2082 2022/12/07 21:27:54 - mmengine - INFO - Epoch(train) [172][1100/5005] lr: 5.0230e-03 eta: 5:31:30 time: 0.1393 data_time: 0.0023 memory: 4390 loss: 3.2351 2022/12/07 21:28:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:28:08 - mmengine - INFO - Epoch(train) [172][1200/5005] lr: 5.0162e-03 eta: 5:31:16 time: 0.1401 data_time: 0.0023 memory: 4390 loss: 2.5838 2022/12/07 21:28:22 - mmengine - INFO - Epoch(train) [172][1300/5005] lr: 5.0093e-03 eta: 5:31:02 time: 0.1405 data_time: 0.0024 memory: 4390 loss: 2.3626 2022/12/07 21:28:36 - mmengine - INFO - Epoch(train) [172][1400/5005] lr: 5.0025e-03 eta: 5:30:48 time: 0.1404 data_time: 0.0023 memory: 4390 loss: 2.1941 2022/12/07 21:28:50 - mmengine - INFO - Epoch(train) [172][1500/5005] lr: 4.9956e-03 eta: 5:30:35 time: 0.1392 data_time: 0.0025 memory: 4390 loss: 2.1469 2022/12/07 21:29:05 - mmengine - INFO - Epoch(train) [172][1600/5005] lr: 4.9888e-03 eta: 5:30:21 time: 0.1405 data_time: 0.0025 memory: 4390 loss: 2.2274 2022/12/07 21:29:19 - mmengine - INFO - Epoch(train) [172][1700/5005] lr: 4.9820e-03 eta: 5:30:07 time: 0.1408 data_time: 0.0024 memory: 4390 loss: 2.4548 2022/12/07 21:29:33 - mmengine - INFO - Epoch(train) [172][1800/5005] lr: 4.9751e-03 eta: 5:29:53 time: 0.1425 data_time: 0.0022 memory: 4390 loss: 2.5546 2022/12/07 21:29:47 - mmengine - INFO - Epoch(train) [172][1900/5005] lr: 4.9683e-03 eta: 5:29:40 time: 0.1418 data_time: 0.0024 memory: 4390 loss: 2.5298 2022/12/07 21:30:02 - mmengine - INFO - Epoch(train) [172][2000/5005] lr: 4.9615e-03 eta: 5:29:26 time: 0.1424 data_time: 0.0023 memory: 4390 loss: 2.5290 2022/12/07 21:30:16 - mmengine - INFO - Epoch(train) [172][2100/5005] lr: 4.9547e-03 eta: 5:29:12 time: 0.1459 data_time: 0.0023 memory: 4390 loss: 2.4659 2022/12/07 21:30:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:30:30 - mmengine - INFO - Epoch(train) [172][2200/5005] lr: 4.9479e-03 eta: 5:28:58 time: 0.1429 data_time: 0.0027 memory: 4390 loss: 2.5190 2022/12/07 21:30:44 - mmengine - INFO - Epoch(train) [172][2300/5005] lr: 4.9411e-03 eta: 5:28:45 time: 0.1409 data_time: 0.0029 memory: 4390 loss: 2.9579 2022/12/07 21:30:59 - mmengine - INFO - Epoch(train) [172][2400/5005] lr: 4.9343e-03 eta: 5:28:31 time: 0.1404 data_time: 0.0032 memory: 4390 loss: 2.2786 2022/12/07 21:31:13 - mmengine - INFO - Epoch(train) [172][2500/5005] lr: 4.9275e-03 eta: 5:28:17 time: 0.1427 data_time: 0.0032 memory: 4390 loss: 2.7487 2022/12/07 21:31:28 - mmengine - INFO - Epoch(train) [172][2600/5005] lr: 4.9207e-03 eta: 5:28:03 time: 0.1414 data_time: 0.0029 memory: 4390 loss: 2.7446 2022/12/07 21:31:42 - mmengine - INFO - Epoch(train) [172][2700/5005] lr: 4.9139e-03 eta: 5:27:50 time: 0.1401 data_time: 0.0030 memory: 4390 loss: 2.4885 2022/12/07 21:31:56 - mmengine - INFO - Epoch(train) [172][2800/5005] lr: 4.9071e-03 eta: 5:27:36 time: 0.1408 data_time: 0.0031 memory: 4390 loss: 2.4405 2022/12/07 21:32:10 - mmengine - INFO - Epoch(train) [172][2900/5005] lr: 4.9003e-03 eta: 5:27:22 time: 0.1413 data_time: 0.0031 memory: 4390 loss: 2.5866 2022/12/07 21:32:25 - mmengine - INFO - Epoch(train) [172][3000/5005] lr: 4.8936e-03 eta: 5:27:08 time: 0.1425 data_time: 0.0029 memory: 4390 loss: 2.5242 2022/12/07 21:32:39 - mmengine - INFO - Epoch(train) [172][3100/5005] lr: 4.8868e-03 eta: 5:26:55 time: 0.1400 data_time: 0.0025 memory: 4390 loss: 2.7007 2022/12/07 21:32:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:32:53 - mmengine - INFO - Epoch(train) [172][3200/5005] lr: 4.8800e-03 eta: 5:26:41 time: 0.1402 data_time: 0.0026 memory: 4390 loss: 2.6287 2022/12/07 21:33:08 - mmengine - INFO - Epoch(train) [172][3300/5005] lr: 4.8733e-03 eta: 5:26:27 time: 0.1407 data_time: 0.0023 memory: 4390 loss: 2.7101 2022/12/07 21:33:22 - mmengine - INFO - Epoch(train) [172][3400/5005] lr: 4.8665e-03 eta: 5:26:13 time: 0.1397 data_time: 0.0029 memory: 4390 loss: 2.5156 2022/12/07 21:33:36 - mmengine - INFO - Epoch(train) [172][3500/5005] lr: 4.8598e-03 eta: 5:26:00 time: 0.1416 data_time: 0.0030 memory: 4390 loss: 2.4836 2022/12/07 21:33:50 - mmengine - INFO - Epoch(train) [172][3600/5005] lr: 4.8530e-03 eta: 5:25:46 time: 0.1408 data_time: 0.0029 memory: 4390 loss: 2.5938 2022/12/07 21:34:05 - mmengine - INFO - Epoch(train) [172][3700/5005] lr: 4.8463e-03 eta: 5:25:32 time: 0.1418 data_time: 0.0023 memory: 4390 loss: 2.8243 2022/12/07 21:34:19 - mmengine - INFO - Epoch(train) [172][3800/5005] lr: 4.8395e-03 eta: 5:25:18 time: 0.1448 data_time: 0.0025 memory: 4390 loss: 2.6160 2022/12/07 21:34:33 - mmengine - INFO - Epoch(train) [172][3900/5005] lr: 4.8328e-03 eta: 5:25:05 time: 0.1489 data_time: 0.0024 memory: 4390 loss: 2.4695 2022/12/07 21:34:48 - mmengine - INFO - Epoch(train) [172][4000/5005] lr: 4.8261e-03 eta: 5:24:51 time: 0.1398 data_time: 0.0023 memory: 4390 loss: 2.0362 2022/12/07 21:35:02 - mmengine - INFO - Epoch(train) [172][4100/5005] lr: 4.8194e-03 eta: 5:24:37 time: 0.1409 data_time: 0.0023 memory: 4390 loss: 2.5904 2022/12/07 21:35:08 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:35:16 - mmengine - INFO - Epoch(train) [172][4200/5005] lr: 4.8126e-03 eta: 5:24:23 time: 0.1428 data_time: 0.0024 memory: 4390 loss: 2.5890 2022/12/07 21:35:31 - mmengine - INFO - Epoch(train) [172][4300/5005] lr: 4.8059e-03 eta: 5:24:10 time: 0.1410 data_time: 0.0023 memory: 4390 loss: 2.5169 2022/12/07 21:35:45 - mmengine - INFO - Epoch(train) [172][4400/5005] lr: 4.7992e-03 eta: 5:23:56 time: 0.1415 data_time: 0.0022 memory: 4390 loss: 2.9058 2022/12/07 21:35:59 - mmengine - INFO - Epoch(train) [172][4500/5005] lr: 4.7925e-03 eta: 5:23:42 time: 0.1401 data_time: 0.0023 memory: 4390 loss: 2.2068 2022/12/07 21:36:13 - mmengine - INFO - Epoch(train) [172][4600/5005] lr: 4.7858e-03 eta: 5:23:28 time: 0.1411 data_time: 0.0024 memory: 4390 loss: 2.9919 2022/12/07 21:36:27 - mmengine - INFO - Epoch(train) [172][4700/5005] lr: 4.7791e-03 eta: 5:23:14 time: 0.1400 data_time: 0.0023 memory: 4390 loss: 2.1588 2022/12/07 21:36:42 - mmengine - INFO - Epoch(train) [172][4800/5005] lr: 4.7724e-03 eta: 5:23:01 time: 0.1433 data_time: 0.0024 memory: 4390 loss: 2.5703 2022/12/07 21:36:56 - mmengine - INFO - Epoch(train) [172][4900/5005] lr: 4.7657e-03 eta: 5:22:47 time: 0.1391 data_time: 0.0027 memory: 4390 loss: 2.3196 2022/12/07 21:37:11 - mmengine - INFO - Epoch(train) [172][5000/5005] lr: 4.7590e-03 eta: 5:22:33 time: 0.1492 data_time: 0.0034 memory: 4390 loss: 2.5199 2022/12/07 21:37:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:37:11 - mmengine - INFO - Saving checkpoint at 172 epochs 2022/12/07 21:37:21 - mmengine - INFO - Epoch(val) [172][100/196] eta: 0:00:07 time: 0.0871 data_time: 0.0565 memory: 4390 2022/12/07 21:37:40 - mmengine - INFO - Epoch(val) [172][196/196] accuracy/top1: 77.9080 accuracy/top5: 94.1380 2022/12/07 21:37:55 - mmengine - INFO - Epoch(train) [173][ 100/5005] lr: 4.7520e-03 eta: 5:22:19 time: 0.1401 data_time: 0.0024 memory: 4391 loss: 2.5389 2022/12/07 21:38:01 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:38:09 - mmengine - INFO - Epoch(train) [173][ 200/5005] lr: 4.7454e-03 eta: 5:22:05 time: 0.1404 data_time: 0.0026 memory: 4390 loss: 2.9321 2022/12/07 21:38:23 - mmengine - INFO - Epoch(train) [173][ 300/5005] lr: 4.7387e-03 eta: 5:21:51 time: 0.1410 data_time: 0.0024 memory: 4390 loss: 2.3865 2022/12/07 21:38:37 - mmengine - INFO - Epoch(train) [173][ 400/5005] lr: 4.7320e-03 eta: 5:21:38 time: 0.1391 data_time: 0.0025 memory: 4390 loss: 2.5398 2022/12/07 21:38:52 - mmengine - INFO - Epoch(train) [173][ 500/5005] lr: 4.7254e-03 eta: 5:21:24 time: 0.1400 data_time: 0.0025 memory: 4390 loss: 2.3174 2022/12/07 21:39:06 - mmengine - INFO - Epoch(train) [173][ 600/5005] lr: 4.7187e-03 eta: 5:21:10 time: 0.1399 data_time: 0.0027 memory: 4390 loss: 2.6785 2022/12/07 21:39:20 - mmengine - INFO - Epoch(train) [173][ 700/5005] lr: 4.7121e-03 eta: 5:20:56 time: 0.1410 data_time: 0.0028 memory: 4390 loss: 2.7021 2022/12/07 21:39:34 - mmengine - INFO - Epoch(train) [173][ 800/5005] lr: 4.7054e-03 eta: 5:20:42 time: 0.1413 data_time: 0.0025 memory: 4390 loss: 2.4412 2022/12/07 21:39:49 - mmengine - INFO - Epoch(train) [173][ 900/5005] lr: 4.6988e-03 eta: 5:20:29 time: 0.1424 data_time: 0.0025 memory: 4390 loss: 2.1614 2022/12/07 21:40:03 - mmengine - INFO - Epoch(train) [173][1000/5005] lr: 4.6921e-03 eta: 5:20:15 time: 0.1404 data_time: 0.0024 memory: 4390 loss: 2.4229 2022/12/07 21:40:17 - mmengine - INFO - Epoch(train) [173][1100/5005] lr: 4.6855e-03 eta: 5:20:01 time: 0.1473 data_time: 0.0023 memory: 4390 loss: 2.2312 2022/12/07 21:40:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:40:31 - mmengine - INFO - Epoch(train) [173][1200/5005] lr: 4.6789e-03 eta: 5:19:47 time: 0.1401 data_time: 0.0025 memory: 4390 loss: 2.9227 2022/12/07 21:40:46 - mmengine - INFO - Epoch(train) [173][1300/5005] lr: 4.6722e-03 eta: 5:19:34 time: 0.1410 data_time: 0.0024 memory: 4390 loss: 2.7839 2022/12/07 21:41:00 - mmengine - INFO - Epoch(train) [173][1400/5005] lr: 4.6656e-03 eta: 5:19:20 time: 0.1411 data_time: 0.0025 memory: 4390 loss: 2.7680 2022/12/07 21:41:14 - mmengine - INFO - Epoch(train) [173][1500/5005] lr: 4.6590e-03 eta: 5:19:06 time: 0.1395 data_time: 0.0025 memory: 4390 loss: 3.2006 2022/12/07 21:41:28 - mmengine - INFO - Epoch(train) [173][1600/5005] lr: 4.6524e-03 eta: 5:18:52 time: 0.1425 data_time: 0.0025 memory: 4390 loss: 2.7742 2022/12/07 21:41:43 - mmengine - INFO - Epoch(train) [173][1700/5005] lr: 4.6458e-03 eta: 5:18:39 time: 0.1390 data_time: 0.0023 memory: 4390 loss: 2.5755 2022/12/07 21:41:57 - mmengine - INFO - Epoch(train) [173][1800/5005] lr: 4.6392e-03 eta: 5:18:25 time: 0.1392 data_time: 0.0024 memory: 4390 loss: 2.5326 2022/12/07 21:42:11 - mmengine - INFO - Epoch(train) [173][1900/5005] lr: 4.6326e-03 eta: 5:18:11 time: 0.1391 data_time: 0.0024 memory: 4390 loss: 2.4862 2022/12/07 21:42:25 - mmengine - INFO - Epoch(train) [173][2000/5005] lr: 4.6260e-03 eta: 5:17:57 time: 0.1474 data_time: 0.0023 memory: 4390 loss: 2.3292 2022/12/07 21:42:39 - mmengine - INFO - Epoch(train) [173][2100/5005] lr: 4.6194e-03 eta: 5:17:44 time: 0.1409 data_time: 0.0025 memory: 4390 loss: 2.9336 2022/12/07 21:42:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:42:54 - mmengine - INFO - Epoch(train) [173][2200/5005] lr: 4.6128e-03 eta: 5:17:30 time: 0.1425 data_time: 0.0030 memory: 4390 loss: 2.3469 2022/12/07 21:43:08 - mmengine - INFO - Epoch(train) [173][2300/5005] lr: 4.6062e-03 eta: 5:17:16 time: 0.1433 data_time: 0.0022 memory: 4390 loss: 2.4278 2022/12/07 21:43:22 - mmengine - INFO - Epoch(train) [173][2400/5005] lr: 4.5996e-03 eta: 5:17:02 time: 0.1404 data_time: 0.0024 memory: 4390 loss: 2.5439 2022/12/07 21:43:36 - mmengine - INFO - Epoch(train) [173][2500/5005] lr: 4.5931e-03 eta: 5:16:48 time: 0.1406 data_time: 0.0023 memory: 4390 loss: 2.5773 2022/12/07 21:43:51 - mmengine - INFO - Epoch(train) [173][2600/5005] lr: 4.5865e-03 eta: 5:16:35 time: 0.1398 data_time: 0.0023 memory: 4390 loss: 2.7832 2022/12/07 21:44:05 - mmengine - INFO - Epoch(train) [173][2700/5005] lr: 4.5799e-03 eta: 5:16:21 time: 0.1399 data_time: 0.0024 memory: 4390 loss: 2.5365 2022/12/07 21:44:19 - mmengine - INFO - Epoch(train) [173][2800/5005] lr: 4.5734e-03 eta: 5:16:07 time: 0.1400 data_time: 0.0023 memory: 4390 loss: 2.7709 2022/12/07 21:44:33 - mmengine - INFO - Epoch(train) [173][2900/5005] lr: 4.5668e-03 eta: 5:15:53 time: 0.1439 data_time: 0.0023 memory: 4390 loss: 2.5813 2022/12/07 21:44:47 - mmengine - INFO - Epoch(train) [173][3000/5005] lr: 4.5603e-03 eta: 5:15:40 time: 0.1400 data_time: 0.0023 memory: 4390 loss: 2.4828 2022/12/07 21:45:02 - mmengine - INFO - Epoch(train) [173][3100/5005] lr: 4.5537e-03 eta: 5:15:26 time: 0.1429 data_time: 0.0025 memory: 4390 loss: 2.9242 2022/12/07 21:45:08 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:45:16 - mmengine - INFO - Epoch(train) [173][3200/5005] lr: 4.5472e-03 eta: 5:15:12 time: 0.1419 data_time: 0.0024 memory: 4390 loss: 2.9540 2022/12/07 21:45:31 - mmengine - INFO - Epoch(train) [173][3300/5005] lr: 4.5407e-03 eta: 5:14:58 time: 0.1422 data_time: 0.0025 memory: 4390 loss: 2.8758 2022/12/07 21:45:45 - mmengine - INFO - Epoch(train) [173][3400/5005] lr: 4.5341e-03 eta: 5:14:45 time: 0.1419 data_time: 0.0024 memory: 4390 loss: 2.8822 2022/12/07 21:45:59 - mmengine - INFO - Epoch(train) [173][3500/5005] lr: 4.5276e-03 eta: 5:14:31 time: 0.1416 data_time: 0.0025 memory: 4390 loss: 2.3481 2022/12/07 21:46:13 - mmengine - INFO - Epoch(train) [173][3600/5005] lr: 4.5211e-03 eta: 5:14:17 time: 0.1458 data_time: 0.0024 memory: 4390 loss: 2.4752 2022/12/07 21:46:28 - mmengine - INFO - Epoch(train) [173][3700/5005] lr: 4.5146e-03 eta: 5:14:03 time: 0.1414 data_time: 0.0025 memory: 4390 loss: 2.9422 2022/12/07 21:46:42 - mmengine - INFO - Epoch(train) [173][3800/5005] lr: 4.5080e-03 eta: 5:13:50 time: 0.1416 data_time: 0.0026 memory: 4390 loss: 2.5934 2022/12/07 21:46:56 - mmengine - INFO - Epoch(train) [173][3900/5005] lr: 4.5015e-03 eta: 5:13:36 time: 0.1398 data_time: 0.0023 memory: 4390 loss: 2.3906 2022/12/07 21:47:11 - mmengine - INFO - Epoch(train) [173][4000/5005] lr: 4.4950e-03 eta: 5:13:22 time: 0.1397 data_time: 0.0024 memory: 4390 loss: 2.5788 2022/12/07 21:47:25 - mmengine - INFO - Epoch(train) [173][4100/5005] lr: 4.4885e-03 eta: 5:13:08 time: 0.1402 data_time: 0.0024 memory: 4390 loss: 2.3896 2022/12/07 21:47:30 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:47:39 - mmengine - INFO - Epoch(train) [173][4200/5005] lr: 4.4820e-03 eta: 5:12:55 time: 0.1410 data_time: 0.0026 memory: 4390 loss: 2.7476 2022/12/07 21:47:53 - mmengine - INFO - Epoch(train) [173][4300/5005] lr: 4.4755e-03 eta: 5:12:41 time: 0.1390 data_time: 0.0024 memory: 4390 loss: 2.8023 2022/12/07 21:48:07 - mmengine - INFO - Epoch(train) [173][4400/5005] lr: 4.4691e-03 eta: 5:12:27 time: 0.1402 data_time: 0.0025 memory: 4390 loss: 2.7230 2022/12/07 21:48:22 - mmengine - INFO - Epoch(train) [173][4500/5005] lr: 4.4626e-03 eta: 5:12:13 time: 0.1400 data_time: 0.0022 memory: 4390 loss: 2.6970 2022/12/07 21:48:36 - mmengine - INFO - Epoch(train) [173][4600/5005] lr: 4.4561e-03 eta: 5:12:00 time: 0.1412 data_time: 0.0025 memory: 4390 loss: 2.8273 2022/12/07 21:48:51 - mmengine - INFO - Epoch(train) [173][4700/5005] lr: 4.4496e-03 eta: 5:11:46 time: 0.1405 data_time: 0.0024 memory: 4390 loss: 2.7529 2022/12/07 21:49:05 - mmengine - INFO - Epoch(train) [173][4800/5005] lr: 4.4431e-03 eta: 5:11:32 time: 0.1407 data_time: 0.0025 memory: 4390 loss: 2.6456 2022/12/07 21:49:19 - mmengine - INFO - Epoch(train) [173][4900/5005] lr: 4.4367e-03 eta: 5:11:18 time: 0.1405 data_time: 0.0025 memory: 4390 loss: 2.2560 2022/12/07 21:49:33 - mmengine - INFO - Epoch(train) [173][5000/5005] lr: 4.4302e-03 eta: 5:11:04 time: 0.1404 data_time: 0.0035 memory: 4390 loss: 2.7224 2022/12/07 21:49:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:49:34 - mmengine - INFO - Saving checkpoint at 173 epochs 2022/12/07 21:49:44 - mmengine - INFO - Epoch(val) [173][100/196] eta: 0:00:07 time: 0.0725 data_time: 0.0418 memory: 4390 2022/12/07 21:50:03 - mmengine - INFO - Epoch(val) [173][196/196] accuracy/top1: 78.1440 accuracy/top5: 94.1220 2022/12/07 21:50:18 - mmengine - INFO - Epoch(train) [174][ 100/5005] lr: 4.4234e-03 eta: 5:10:50 time: 0.1412 data_time: 0.0037 memory: 4391 loss: 2.3725 2022/12/07 21:50:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:50:32 - mmengine - INFO - Epoch(train) [174][ 200/5005] lr: 4.4170e-03 eta: 5:10:36 time: 0.1399 data_time: 0.0032 memory: 4390 loss: 2.7280 2022/12/07 21:50:46 - mmengine - INFO - Epoch(train) [174][ 300/5005] lr: 4.4105e-03 eta: 5:10:23 time: 0.1397 data_time: 0.0032 memory: 4390 loss: 3.0935 2022/12/07 21:51:00 - mmengine - INFO - Epoch(train) [174][ 400/5005] lr: 4.4041e-03 eta: 5:10:09 time: 0.1414 data_time: 0.0030 memory: 4390 loss: 2.9135 2022/12/07 21:51:15 - mmengine - INFO - Epoch(train) [174][ 500/5005] lr: 4.3977e-03 eta: 5:09:55 time: 0.1401 data_time: 0.0029 memory: 4390 loss: 2.7810 2022/12/07 21:51:29 - mmengine - INFO - Epoch(train) [174][ 600/5005] lr: 4.3912e-03 eta: 5:09:41 time: 0.1401 data_time: 0.0027 memory: 4390 loss: 2.6502 2022/12/07 21:51:43 - mmengine - INFO - Epoch(train) [174][ 700/5005] lr: 4.3848e-03 eta: 5:09:27 time: 0.1403 data_time: 0.0027 memory: 4390 loss: 2.6489 2022/12/07 21:51:57 - mmengine - INFO - Epoch(train) [174][ 800/5005] lr: 4.3784e-03 eta: 5:09:14 time: 0.1399 data_time: 0.0027 memory: 4390 loss: 2.6059 2022/12/07 21:52:12 - mmengine - INFO - Epoch(train) [174][ 900/5005] lr: 4.3720e-03 eta: 5:09:00 time: 0.1406 data_time: 0.0026 memory: 4390 loss: 2.3021 2022/12/07 21:52:26 - mmengine - INFO - Epoch(train) [174][1000/5005] lr: 4.3655e-03 eta: 5:08:46 time: 0.1403 data_time: 0.0025 memory: 4390 loss: 2.6989 2022/12/07 21:52:40 - mmengine - INFO - Epoch(train) [174][1100/5005] lr: 4.3591e-03 eta: 5:08:32 time: 0.1425 data_time: 0.0025 memory: 4390 loss: 2.8161 2022/12/07 21:52:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:52:55 - mmengine - INFO - Epoch(train) [174][1200/5005] lr: 4.3527e-03 eta: 5:08:19 time: 0.1483 data_time: 0.0025 memory: 4390 loss: 2.4877 2022/12/07 21:53:09 - mmengine - INFO - Epoch(train) [174][1300/5005] lr: 4.3463e-03 eta: 5:08:05 time: 0.1488 data_time: 0.0026 memory: 4390 loss: 2.4063 2022/12/07 21:53:24 - mmengine - INFO - Epoch(train) [174][1400/5005] lr: 4.3399e-03 eta: 5:07:51 time: 0.1419 data_time: 0.0026 memory: 4390 loss: 2.6923 2022/12/07 21:53:38 - mmengine - INFO - Epoch(train) [174][1500/5005] lr: 4.3335e-03 eta: 5:07:37 time: 0.1406 data_time: 0.0023 memory: 4390 loss: 2.6539 2022/12/07 21:53:52 - mmengine - INFO - Epoch(train) [174][1600/5005] lr: 4.3272e-03 eta: 5:07:24 time: 0.1419 data_time: 0.0025 memory: 4390 loss: 2.6497 2022/12/07 21:54:06 - mmengine - INFO - Epoch(train) [174][1700/5005] lr: 4.3208e-03 eta: 5:07:10 time: 0.1414 data_time: 0.0032 memory: 4390 loss: 2.5276 2022/12/07 21:54:21 - mmengine - INFO - Epoch(train) [174][1800/5005] lr: 4.3144e-03 eta: 5:06:56 time: 0.1401 data_time: 0.0032 memory: 4390 loss: 2.2507 2022/12/07 21:54:35 - mmengine - INFO - Epoch(train) [174][1900/5005] lr: 4.3080e-03 eta: 5:06:42 time: 0.1412 data_time: 0.0028 memory: 4390 loss: 2.7658 2022/12/07 21:54:50 - mmengine - INFO - Epoch(train) [174][2000/5005] lr: 4.3016e-03 eta: 5:06:29 time: 0.1412 data_time: 0.0029 memory: 4390 loss: 2.2691 2022/12/07 21:55:04 - mmengine - INFO - Epoch(train) [174][2100/5005] lr: 4.2953e-03 eta: 5:06:15 time: 0.1405 data_time: 0.0024 memory: 4390 loss: 2.0594 2022/12/07 21:55:09 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:55:18 - mmengine - INFO - Epoch(train) [174][2200/5005] lr: 4.2889e-03 eta: 5:06:01 time: 0.1432 data_time: 0.0023 memory: 4390 loss: 2.6747 2022/12/07 21:55:33 - mmengine - INFO - Epoch(train) [174][2300/5005] lr: 4.2826e-03 eta: 5:05:47 time: 0.1400 data_time: 0.0024 memory: 4390 loss: 2.9081 2022/12/07 21:55:47 - mmengine - INFO - Epoch(train) [174][2400/5005] lr: 4.2762e-03 eta: 5:05:34 time: 0.1389 data_time: 0.0024 memory: 4390 loss: 2.3378 2022/12/07 21:56:01 - mmengine - INFO - Epoch(train) [174][2500/5005] lr: 4.2699e-03 eta: 5:05:20 time: 0.1419 data_time: 0.0024 memory: 4390 loss: 2.7473 2022/12/07 21:56:15 - mmengine - INFO - Epoch(train) [174][2600/5005] lr: 4.2635e-03 eta: 5:05:06 time: 0.1388 data_time: 0.0024 memory: 4390 loss: 2.4164 2022/12/07 21:56:29 - mmengine - INFO - Epoch(train) [174][2700/5005] lr: 4.2572e-03 eta: 5:04:52 time: 0.1410 data_time: 0.0023 memory: 4390 loss: 2.4145 2022/12/07 21:56:44 - mmengine - INFO - Epoch(train) [174][2800/5005] lr: 4.2508e-03 eta: 5:04:39 time: 0.1413 data_time: 0.0024 memory: 4390 loss: 2.2282 2022/12/07 21:56:58 - mmengine - INFO - Epoch(train) [174][2900/5005] lr: 4.2445e-03 eta: 5:04:25 time: 0.1417 data_time: 0.0024 memory: 4390 loss: 2.1762 2022/12/07 21:57:12 - mmengine - INFO - Epoch(train) [174][3000/5005] lr: 4.2382e-03 eta: 5:04:11 time: 0.1429 data_time: 0.0024 memory: 4390 loss: 2.4203 2022/12/07 21:57:27 - mmengine - INFO - Epoch(train) [174][3100/5005] lr: 4.2319e-03 eta: 5:03:57 time: 0.1398 data_time: 0.0023 memory: 4390 loss: 2.1620 2022/12/07 21:57:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 21:57:41 - mmengine - INFO - Epoch(train) [174][3200/5005] lr: 4.2256e-03 eta: 5:03:44 time: 0.1411 data_time: 0.0024 memory: 4390 loss: 2.4319 2022/12/07 21:57:55 - mmengine - INFO - Epoch(train) [174][3300/5005] lr: 4.2192e-03 eta: 5:03:30 time: 0.1398 data_time: 0.0023 memory: 4390 loss: 2.6728 2022/12/07 21:58:09 - mmengine - INFO - Epoch(train) [174][3400/5005] lr: 4.2129e-03 eta: 5:03:16 time: 0.1401 data_time: 0.0026 memory: 4390 loss: 2.5965 2022/12/07 21:58:23 - mmengine - INFO - Epoch(train) [174][3500/5005] lr: 4.2066e-03 eta: 5:03:02 time: 0.1395 data_time: 0.0024 memory: 4390 loss: 2.4779 2022/12/07 21:58:38 - mmengine - INFO - Epoch(train) [174][3600/5005] lr: 4.2003e-03 eta: 5:02:48 time: 0.1398 data_time: 0.0024 memory: 4390 loss: 2.5482 2022/12/07 21:58:52 - mmengine - INFO - Epoch(train) [174][3700/5005] lr: 4.1940e-03 eta: 5:02:35 time: 0.1427 data_time: 0.0026 memory: 4390 loss: 2.6396 2022/12/07 21:59:06 - mmengine - INFO - Epoch(train) [174][3800/5005] lr: 4.1878e-03 eta: 5:02:21 time: 0.1394 data_time: 0.0025 memory: 4390 loss: 2.5590 2022/12/07 21:59:20 - mmengine - INFO - Epoch(train) [174][3900/5005] lr: 4.1815e-03 eta: 5:02:07 time: 0.1404 data_time: 0.0024 memory: 4390 loss: 2.4822 2022/12/07 21:59:34 - mmengine - INFO - Epoch(train) [174][4000/5005] lr: 4.1752e-03 eta: 5:01:53 time: 0.1396 data_time: 0.0023 memory: 4390 loss: 2.8891 2022/12/07 21:59:49 - mmengine - INFO - Epoch(train) [174][4100/5005] lr: 4.1689e-03 eta: 5:01:40 time: 0.1435 data_time: 0.0025 memory: 4390 loss: 2.7341 2022/12/07 21:59:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:00:03 - mmengine - INFO - Epoch(train) [174][4200/5005] lr: 4.1626e-03 eta: 5:01:26 time: 0.1396 data_time: 0.0024 memory: 4390 loss: 3.0420 2022/12/07 22:00:17 - mmengine - INFO - Epoch(train) [174][4300/5005] lr: 4.1564e-03 eta: 5:01:12 time: 0.1396 data_time: 0.0025 memory: 4390 loss: 2.8790 2022/12/07 22:00:31 - mmengine - INFO - Epoch(train) [174][4400/5005] lr: 4.1501e-03 eta: 5:00:58 time: 0.1394 data_time: 0.0024 memory: 4390 loss: 2.4736 2022/12/07 22:00:45 - mmengine - INFO - Epoch(train) [174][4500/5005] lr: 4.1439e-03 eta: 5:00:44 time: 0.1394 data_time: 0.0023 memory: 4390 loss: 2.8128 2022/12/07 22:00:59 - mmengine - INFO - Epoch(train) [174][4600/5005] lr: 4.1376e-03 eta: 5:00:31 time: 0.1390 data_time: 0.0024 memory: 4390 loss: 2.3481 2022/12/07 22:01:14 - mmengine - INFO - Epoch(train) [174][4700/5005] lr: 4.1314e-03 eta: 5:00:17 time: 0.1424 data_time: 0.0024 memory: 4390 loss: 3.1197 2022/12/07 22:01:28 - mmengine - INFO - Epoch(train) [174][4800/5005] lr: 4.1251e-03 eta: 5:00:03 time: 0.1416 data_time: 0.0030 memory: 4390 loss: 2.4655 2022/12/07 22:01:42 - mmengine - INFO - Epoch(train) [174][4900/5005] lr: 4.1189e-03 eta: 4:59:49 time: 0.1412 data_time: 0.0030 memory: 4390 loss: 2.4410 2022/12/07 22:01:57 - mmengine - INFO - Epoch(train) [174][5000/5005] lr: 4.1126e-03 eta: 4:59:36 time: 0.1422 data_time: 0.0033 memory: 4390 loss: 2.5472 2022/12/07 22:01:57 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:01:57 - mmengine - INFO - Saving checkpoint at 174 epochs 2022/12/07 22:02:07 - mmengine - INFO - Epoch(val) [174][100/196] eta: 0:00:07 time: 0.0868 data_time: 0.0563 memory: 4390 2022/12/07 22:02:26 - mmengine - INFO - Epoch(val) [174][196/196] accuracy/top1: 78.0420 accuracy/top5: 94.1680 2022/12/07 22:02:41 - mmengine - INFO - Epoch(train) [175][ 100/5005] lr: 4.1061e-03 eta: 4:59:21 time: 0.1477 data_time: 0.0023 memory: 4391 loss: 2.9033 2022/12/07 22:02:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:02:56 - mmengine - INFO - Epoch(train) [175][ 200/5005] lr: 4.0999e-03 eta: 4:59:08 time: 0.1421 data_time: 0.0022 memory: 4390 loss: 2.5933 2022/12/07 22:03:10 - mmengine - INFO - Epoch(train) [175][ 300/5005] lr: 4.0937e-03 eta: 4:58:54 time: 0.1407 data_time: 0.0023 memory: 4390 loss: 2.0161 2022/12/07 22:03:24 - mmengine - INFO - Epoch(train) [175][ 400/5005] lr: 4.0874e-03 eta: 4:58:40 time: 0.1405 data_time: 0.0026 memory: 4390 loss: 2.2199 2022/12/07 22:03:38 - mmengine - INFO - Epoch(train) [175][ 500/5005] lr: 4.0812e-03 eta: 4:58:26 time: 0.1406 data_time: 0.0023 memory: 4390 loss: 2.8025 2022/12/07 22:03:53 - mmengine - INFO - Epoch(train) [175][ 600/5005] lr: 4.0750e-03 eta: 4:58:12 time: 0.1423 data_time: 0.0024 memory: 4390 loss: 2.6240 2022/12/07 22:04:07 - mmengine - INFO - Epoch(train) [175][ 700/5005] lr: 4.0688e-03 eta: 4:57:59 time: 0.1425 data_time: 0.0024 memory: 4390 loss: 2.0955 2022/12/07 22:04:21 - mmengine - INFO - Epoch(train) [175][ 800/5005] lr: 4.0626e-03 eta: 4:57:45 time: 0.1415 data_time: 0.0024 memory: 4390 loss: 2.8287 2022/12/07 22:04:36 - mmengine - INFO - Epoch(train) [175][ 900/5005] lr: 4.0564e-03 eta: 4:57:31 time: 0.1411 data_time: 0.0024 memory: 4390 loss: 2.8656 2022/12/07 22:04:50 - mmengine - INFO - Epoch(train) [175][1000/5005] lr: 4.0502e-03 eta: 4:57:17 time: 0.1446 data_time: 0.0024 memory: 4390 loss: 2.5444 2022/12/07 22:05:04 - mmengine - INFO - Epoch(train) [175][1100/5005] lr: 4.0441e-03 eta: 4:57:04 time: 0.1418 data_time: 0.0026 memory: 4390 loss: 2.6958 2022/12/07 22:05:09 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:05:19 - mmengine - INFO - Epoch(train) [175][1200/5005] lr: 4.0379e-03 eta: 4:56:50 time: 0.1406 data_time: 0.0024 memory: 4390 loss: 2.7937 2022/12/07 22:05:33 - mmengine - INFO - Epoch(train) [175][1300/5005] lr: 4.0317e-03 eta: 4:56:36 time: 0.1401 data_time: 0.0024 memory: 4390 loss: 2.4602 2022/12/07 22:05:47 - mmengine - INFO - Epoch(train) [175][1400/5005] lr: 4.0255e-03 eta: 4:56:22 time: 0.1390 data_time: 0.0025 memory: 4390 loss: 2.8696 2022/12/07 22:06:01 - mmengine - INFO - Epoch(train) [175][1500/5005] lr: 4.0194e-03 eta: 4:56:09 time: 0.1402 data_time: 0.0024 memory: 4390 loss: 2.3590 2022/12/07 22:06:15 - mmengine - INFO - Epoch(train) [175][1600/5005] lr: 4.0132e-03 eta: 4:55:55 time: 0.1390 data_time: 0.0023 memory: 4390 loss: 2.6922 2022/12/07 22:06:30 - mmengine - INFO - Epoch(train) [175][1700/5005] lr: 4.0070e-03 eta: 4:55:41 time: 0.1403 data_time: 0.0026 memory: 4390 loss: 2.7375 2022/12/07 22:06:44 - mmengine - INFO - Epoch(train) [175][1800/5005] lr: 4.0009e-03 eta: 4:55:27 time: 0.1388 data_time: 0.0025 memory: 4390 loss: 2.2122 2022/12/07 22:06:58 - mmengine - INFO - Epoch(train) [175][1900/5005] lr: 3.9947e-03 eta: 4:55:13 time: 0.1415 data_time: 0.0024 memory: 4390 loss: 3.1315 2022/12/07 22:07:12 - mmengine - INFO - Epoch(train) [175][2000/5005] lr: 3.9886e-03 eta: 4:55:00 time: 0.1418 data_time: 0.0024 memory: 4390 loss: 2.2872 2022/12/07 22:07:26 - mmengine - INFO - Epoch(train) [175][2100/5005] lr: 3.9825e-03 eta: 4:54:46 time: 0.1399 data_time: 0.0024 memory: 4390 loss: 2.9913 2022/12/07 22:07:31 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:07:41 - mmengine - INFO - Epoch(train) [175][2200/5005] lr: 3.9763e-03 eta: 4:54:32 time: 0.1394 data_time: 0.0023 memory: 4390 loss: 2.5127 2022/12/07 22:07:55 - mmengine - INFO - Epoch(train) [175][2300/5005] lr: 3.9702e-03 eta: 4:54:18 time: 0.1410 data_time: 0.0024 memory: 4390 loss: 2.3627 2022/12/07 22:08:09 - mmengine - INFO - Epoch(train) [175][2400/5005] lr: 3.9641e-03 eta: 4:54:05 time: 0.1407 data_time: 0.0024 memory: 4390 loss: 2.4928 2022/12/07 22:08:23 - mmengine - INFO - Epoch(train) [175][2500/5005] lr: 3.9579e-03 eta: 4:53:51 time: 0.1404 data_time: 0.0024 memory: 4390 loss: 2.8548 2022/12/07 22:08:38 - mmengine - INFO - Epoch(train) [175][2600/5005] lr: 3.9518e-03 eta: 4:53:37 time: 0.1406 data_time: 0.0024 memory: 4390 loss: 2.6037 2022/12/07 22:08:52 - mmengine - INFO - Epoch(train) [175][2700/5005] lr: 3.9457e-03 eta: 4:53:23 time: 0.1403 data_time: 0.0025 memory: 4390 loss: 2.6462 2022/12/07 22:09:06 - mmengine - INFO - Epoch(train) [175][2800/5005] lr: 3.9396e-03 eta: 4:53:10 time: 0.1415 data_time: 0.0026 memory: 4390 loss: 2.3147 2022/12/07 22:09:20 - mmengine - INFO - Epoch(train) [175][2900/5005] lr: 3.9335e-03 eta: 4:52:56 time: 0.1422 data_time: 0.0026 memory: 4390 loss: 2.7345 2022/12/07 22:09:35 - mmengine - INFO - Epoch(train) [175][3000/5005] lr: 3.9274e-03 eta: 4:52:42 time: 0.1415 data_time: 0.0023 memory: 4390 loss: 2.5948 2022/12/07 22:09:49 - mmengine - INFO - Epoch(train) [175][3100/5005] lr: 3.9213e-03 eta: 4:52:28 time: 0.1428 data_time: 0.0024 memory: 4390 loss: 2.1889 2022/12/07 22:09:53 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:10:03 - mmengine - INFO - Epoch(train) [175][3200/5005] lr: 3.9152e-03 eta: 4:52:14 time: 0.1407 data_time: 0.0024 memory: 4390 loss: 3.2991 2022/12/07 22:10:18 - mmengine - INFO - Epoch(train) [175][3300/5005] lr: 3.9091e-03 eta: 4:52:01 time: 0.1413 data_time: 0.0024 memory: 4390 loss: 2.2374 2022/12/07 22:10:32 - mmengine - INFO - Epoch(train) [175][3400/5005] lr: 3.9031e-03 eta: 4:51:47 time: 0.1399 data_time: 0.0025 memory: 4390 loss: 2.1311 2022/12/07 22:10:46 - mmengine - INFO - Epoch(train) [175][3500/5005] lr: 3.8970e-03 eta: 4:51:33 time: 0.1398 data_time: 0.0025 memory: 4390 loss: 2.0107 2022/12/07 22:11:00 - mmengine - INFO - Epoch(train) [175][3600/5005] lr: 3.8909e-03 eta: 4:51:19 time: 0.1405 data_time: 0.0025 memory: 4390 loss: 2.4475 2022/12/07 22:11:14 - mmengine - INFO - Epoch(train) [175][3700/5005] lr: 3.8848e-03 eta: 4:51:06 time: 0.1406 data_time: 0.0024 memory: 4390 loss: 3.1811 2022/12/07 22:11:29 - mmengine - INFO - Epoch(train) [175][3800/5005] lr: 3.8788e-03 eta: 4:50:52 time: 0.1391 data_time: 0.0026 memory: 4390 loss: 2.2993 2022/12/07 22:11:43 - mmengine - INFO - Epoch(train) [175][3900/5005] lr: 3.8727e-03 eta: 4:50:38 time: 0.1478 data_time: 0.0025 memory: 4390 loss: 2.6473 2022/12/07 22:11:57 - mmengine - INFO - Epoch(train) [175][4000/5005] lr: 3.8667e-03 eta: 4:50:24 time: 0.1410 data_time: 0.0026 memory: 4390 loss: 2.1522 2022/12/07 22:12:12 - mmengine - INFO - Epoch(train) [175][4100/5005] lr: 3.8606e-03 eta: 4:50:11 time: 0.1391 data_time: 0.0024 memory: 4390 loss: 2.3981 2022/12/07 22:12:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:12:26 - mmengine - INFO - Epoch(train) [175][4200/5005] lr: 3.8546e-03 eta: 4:49:57 time: 0.1391 data_time: 0.0025 memory: 4390 loss: 2.6753 2022/12/07 22:12:40 - mmengine - INFO - Epoch(train) [175][4300/5005] lr: 3.8485e-03 eta: 4:49:43 time: 0.1391 data_time: 0.0024 memory: 4390 loss: 2.6740 2022/12/07 22:12:54 - mmengine - INFO - Epoch(train) [175][4400/5005] lr: 3.8425e-03 eta: 4:49:29 time: 0.1389 data_time: 0.0025 memory: 4390 loss: 3.4330 2022/12/07 22:13:08 - mmengine - INFO - Epoch(train) [175][4500/5005] lr: 3.8365e-03 eta: 4:49:15 time: 0.1509 data_time: 0.0028 memory: 4390 loss: 2.3764 2022/12/07 22:13:22 - mmengine - INFO - Epoch(train) [175][4600/5005] lr: 3.8304e-03 eta: 4:49:02 time: 0.1422 data_time: 0.0026 memory: 4390 loss: 2.5139 2022/12/07 22:13:37 - mmengine - INFO - Epoch(train) [175][4700/5005] lr: 3.8244e-03 eta: 4:48:48 time: 0.1401 data_time: 0.0026 memory: 4390 loss: 2.7735 2022/12/07 22:13:51 - mmengine - INFO - Epoch(train) [175][4800/5005] lr: 3.8184e-03 eta: 4:48:34 time: 0.1409 data_time: 0.0025 memory: 4390 loss: 2.4621 2022/12/07 22:14:05 - mmengine - INFO - Epoch(train) [175][4900/5005] lr: 3.8124e-03 eta: 4:48:20 time: 0.1428 data_time: 0.0025 memory: 4390 loss: 2.6190 2022/12/07 22:14:20 - mmengine - INFO - Epoch(train) [175][5000/5005] lr: 3.8064e-03 eta: 4:48:07 time: 0.1429 data_time: 0.0033 memory: 4390 loss: 2.6318 2022/12/07 22:14:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:14:20 - mmengine - INFO - Saving checkpoint at 175 epochs 2022/12/07 22:14:30 - mmengine - INFO - Epoch(val) [175][100/196] eta: 0:00:07 time: 0.0752 data_time: 0.0444 memory: 4390 2022/12/07 22:14:50 - mmengine - INFO - Epoch(val) [175][196/196] accuracy/top1: 78.3700 accuracy/top5: 94.3240 2022/12/07 22:15:04 - mmengine - INFO - Epoch(train) [176][ 100/5005] lr: 3.8001e-03 eta: 4:47:52 time: 0.1416 data_time: 0.0023 memory: 4390 loss: 2.1092 2022/12/07 22:15:08 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:15:19 - mmengine - INFO - Epoch(train) [176][ 200/5005] lr: 3.7941e-03 eta: 4:47:38 time: 0.1452 data_time: 0.0023 memory: 4390 loss: 2.3483 2022/12/07 22:15:33 - mmengine - INFO - Epoch(train) [176][ 300/5005] lr: 3.7881e-03 eta: 4:47:25 time: 0.1422 data_time: 0.0029 memory: 4390 loss: 2.2994 2022/12/07 22:15:48 - mmengine - INFO - Epoch(train) [176][ 400/5005] lr: 3.7821e-03 eta: 4:47:11 time: 0.1393 data_time: 0.0031 memory: 4390 loss: 2.2199 2022/12/07 22:16:02 - mmengine - INFO - Epoch(train) [176][ 500/5005] lr: 3.7761e-03 eta: 4:46:57 time: 0.1407 data_time: 0.0030 memory: 4390 loss: 2.5445 2022/12/07 22:16:16 - mmengine - INFO - Epoch(train) [176][ 600/5005] lr: 3.7701e-03 eta: 4:46:43 time: 0.1402 data_time: 0.0029 memory: 4390 loss: 2.6904 2022/12/07 22:16:31 - mmengine - INFO - Epoch(train) [176][ 700/5005] lr: 3.7642e-03 eta: 4:46:30 time: 0.1395 data_time: 0.0031 memory: 4390 loss: 2.1586 2022/12/07 22:16:45 - mmengine - INFO - Epoch(train) [176][ 800/5005] lr: 3.7582e-03 eta: 4:46:16 time: 0.1402 data_time: 0.0031 memory: 4390 loss: 2.2377 2022/12/07 22:16:59 - mmengine - INFO - Epoch(train) [176][ 900/5005] lr: 3.7522e-03 eta: 4:46:02 time: 0.1403 data_time: 0.0030 memory: 4390 loss: 2.0479 2022/12/07 22:17:13 - mmengine - INFO - Epoch(train) [176][1000/5005] lr: 3.7463e-03 eta: 4:45:48 time: 0.1395 data_time: 0.0029 memory: 4390 loss: 2.3305 2022/12/07 22:17:27 - mmengine - INFO - Epoch(train) [176][1100/5005] lr: 3.7403e-03 eta: 4:45:34 time: 0.1394 data_time: 0.0029 memory: 4390 loss: 2.6920 2022/12/07 22:17:31 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:17:42 - mmengine - INFO - Epoch(train) [176][1200/5005] lr: 3.7343e-03 eta: 4:45:21 time: 0.1419 data_time: 0.0031 memory: 4390 loss: 2.8739 2022/12/07 22:17:56 - mmengine - INFO - Epoch(train) [176][1300/5005] lr: 3.7284e-03 eta: 4:45:07 time: 0.1392 data_time: 0.0030 memory: 4390 loss: 2.7441 2022/12/07 22:18:10 - mmengine - INFO - Epoch(train) [176][1400/5005] lr: 3.7225e-03 eta: 4:44:53 time: 0.1406 data_time: 0.0030 memory: 4390 loss: 2.7911 2022/12/07 22:18:24 - mmengine - INFO - Epoch(train) [176][1500/5005] lr: 3.7165e-03 eta: 4:44:39 time: 0.1403 data_time: 0.0030 memory: 4390 loss: 2.8226 2022/12/07 22:18:38 - mmengine - INFO - Epoch(train) [176][1600/5005] lr: 3.7106e-03 eta: 4:44:26 time: 0.1429 data_time: 0.0030 memory: 4390 loss: 2.8851 2022/12/07 22:18:53 - mmengine - INFO - Epoch(train) [176][1700/5005] lr: 3.7047e-03 eta: 4:44:12 time: 0.1413 data_time: 0.0036 memory: 4390 loss: 2.1343 2022/12/07 22:19:07 - mmengine - INFO - Epoch(train) [176][1800/5005] lr: 3.6987e-03 eta: 4:43:58 time: 0.1398 data_time: 0.0029 memory: 4390 loss: 2.7055 2022/12/07 22:19:22 - mmengine - INFO - Epoch(train) [176][1900/5005] lr: 3.6928e-03 eta: 4:43:44 time: 0.1430 data_time: 0.0029 memory: 4390 loss: 2.5745 2022/12/07 22:19:36 - mmengine - INFO - Epoch(train) [176][2000/5005] lr: 3.6869e-03 eta: 4:43:30 time: 0.1407 data_time: 0.0025 memory: 4390 loss: 2.7702 2022/12/07 22:19:51 - mmengine - INFO - Epoch(train) [176][2100/5005] lr: 3.6810e-03 eta: 4:43:17 time: 0.1437 data_time: 0.0025 memory: 4390 loss: 2.4214 2022/12/07 22:19:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:20:05 - mmengine - INFO - Epoch(train) [176][2200/5005] lr: 3.6751e-03 eta: 4:43:03 time: 0.1410 data_time: 0.0024 memory: 4390 loss: 2.9828 2022/12/07 22:20:19 - mmengine - INFO - Epoch(train) [176][2300/5005] lr: 3.6692e-03 eta: 4:42:49 time: 0.1415 data_time: 0.0024 memory: 4390 loss: 2.5535 2022/12/07 22:20:33 - mmengine - INFO - Epoch(train) [176][2400/5005] lr: 3.6633e-03 eta: 4:42:35 time: 0.1417 data_time: 0.0025 memory: 4390 loss: 2.4623 2022/12/07 22:20:48 - mmengine - INFO - Epoch(train) [176][2500/5005] lr: 3.6574e-03 eta: 4:42:22 time: 0.1485 data_time: 0.0025 memory: 4390 loss: 2.4340 2022/12/07 22:21:02 - mmengine - INFO - Epoch(train) [176][2600/5005] lr: 3.6515e-03 eta: 4:42:08 time: 0.1498 data_time: 0.0023 memory: 4390 loss: 2.6381 2022/12/07 22:21:17 - mmengine - INFO - Epoch(train) [176][2700/5005] lr: 3.6456e-03 eta: 4:41:54 time: 0.1471 data_time: 0.0025 memory: 4390 loss: 3.2593 2022/12/07 22:21:31 - mmengine - INFO - Epoch(train) [176][2800/5005] lr: 3.6397e-03 eta: 4:41:40 time: 0.1417 data_time: 0.0023 memory: 4390 loss: 2.6239 2022/12/07 22:21:46 - mmengine - INFO - Epoch(train) [176][2900/5005] lr: 3.6338e-03 eta: 4:41:27 time: 0.1415 data_time: 0.0026 memory: 4390 loss: 2.5362 2022/12/07 22:22:00 - mmengine - INFO - Epoch(train) [176][3000/5005] lr: 3.6280e-03 eta: 4:41:13 time: 0.1419 data_time: 0.0022 memory: 4390 loss: 2.2116 2022/12/07 22:22:14 - mmengine - INFO - Epoch(train) [176][3100/5005] lr: 3.6221e-03 eta: 4:40:59 time: 0.1489 data_time: 0.0023 memory: 4390 loss: 3.0196 2022/12/07 22:22:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:22:29 - mmengine - INFO - Epoch(train) [176][3200/5005] lr: 3.6162e-03 eta: 4:40:45 time: 0.1396 data_time: 0.0023 memory: 4390 loss: 2.7696 2022/12/07 22:22:43 - mmengine - INFO - Epoch(train) [176][3300/5005] lr: 3.6104e-03 eta: 4:40:32 time: 0.1400 data_time: 0.0025 memory: 4390 loss: 2.8513 2022/12/07 22:22:57 - mmengine - INFO - Epoch(train) [176][3400/5005] lr: 3.6045e-03 eta: 4:40:18 time: 0.1397 data_time: 0.0024 memory: 4390 loss: 2.4195 2022/12/07 22:23:11 - mmengine - INFO - Epoch(train) [176][3500/5005] lr: 3.5987e-03 eta: 4:40:04 time: 0.1414 data_time: 0.0025 memory: 4390 loss: 2.3833 2022/12/07 22:23:25 - mmengine - INFO - Epoch(train) [176][3600/5005] lr: 3.5928e-03 eta: 4:39:50 time: 0.1394 data_time: 0.0026 memory: 4390 loss: 2.8857 2022/12/07 22:23:40 - mmengine - INFO - Epoch(train) [176][3700/5005] lr: 3.5870e-03 eta: 4:39:37 time: 0.1395 data_time: 0.0026 memory: 4390 loss: 2.9933 2022/12/07 22:23:54 - mmengine - INFO - Epoch(train) [176][3800/5005] lr: 3.5812e-03 eta: 4:39:23 time: 0.1401 data_time: 0.0025 memory: 4390 loss: 2.5812 2022/12/07 22:24:08 - mmengine - INFO - Epoch(train) [176][3900/5005] lr: 3.5753e-03 eta: 4:39:09 time: 0.1404 data_time: 0.0027 memory: 4390 loss: 2.5732 2022/12/07 22:24:22 - mmengine - INFO - Epoch(train) [176][4000/5005] lr: 3.5695e-03 eta: 4:38:55 time: 0.1394 data_time: 0.0026 memory: 4390 loss: 2.9484 2022/12/07 22:24:36 - mmengine - INFO - Epoch(train) [176][4100/5005] lr: 3.5637e-03 eta: 4:38:41 time: 0.1427 data_time: 0.0022 memory: 4390 loss: 2.4283 2022/12/07 22:24:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:24:51 - mmengine - INFO - Epoch(train) [176][4200/5005] lr: 3.5579e-03 eta: 4:38:28 time: 0.1462 data_time: 0.0023 memory: 4390 loss: 2.6022 2022/12/07 22:25:05 - mmengine - INFO - Epoch(train) [176][4300/5005] lr: 3.5521e-03 eta: 4:38:14 time: 0.1425 data_time: 0.0024 memory: 4390 loss: 2.1437 2022/12/07 22:25:19 - mmengine - INFO - Epoch(train) [176][4400/5005] lr: 3.5463e-03 eta: 4:38:00 time: 0.1419 data_time: 0.0022 memory: 4390 loss: 2.2505 2022/12/07 22:25:34 - mmengine - INFO - Epoch(train) [176][4500/5005] lr: 3.5405e-03 eta: 4:37:46 time: 0.1418 data_time: 0.0024 memory: 4390 loss: 2.9704 2022/12/07 22:25:48 - mmengine - INFO - Epoch(train) [176][4600/5005] lr: 3.5347e-03 eta: 4:37:33 time: 0.1409 data_time: 0.0026 memory: 4390 loss: 2.5609 2022/12/07 22:26:02 - mmengine - INFO - Epoch(train) [176][4700/5005] lr: 3.5289e-03 eta: 4:37:19 time: 0.1411 data_time: 0.0026 memory: 4390 loss: 2.5041 2022/12/07 22:26:16 - mmengine - INFO - Epoch(train) [176][4800/5005] lr: 3.5231e-03 eta: 4:37:05 time: 0.1415 data_time: 0.0025 memory: 4390 loss: 2.2864 2022/12/07 22:26:31 - mmengine - INFO - Epoch(train) [176][4900/5005] lr: 3.5173e-03 eta: 4:36:51 time: 0.1419 data_time: 0.0025 memory: 4390 loss: 2.9275 2022/12/07 22:26:45 - mmengine - INFO - Epoch(train) [176][5000/5005] lr: 3.5115e-03 eta: 4:36:37 time: 0.1433 data_time: 0.0032 memory: 4390 loss: 2.3330 2022/12/07 22:26:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:26:46 - mmengine - INFO - Saving checkpoint at 176 epochs 2022/12/07 22:26:56 - mmengine - INFO - Epoch(val) [176][100/196] eta: 0:00:07 time: 0.0732 data_time: 0.0427 memory: 4390 2022/12/07 22:27:15 - mmengine - INFO - Epoch(val) [176][196/196] accuracy/top1: 78.4640 accuracy/top5: 94.3760 2022/12/07 22:27:30 - mmengine - INFO - Epoch(train) [177][ 100/5005] lr: 3.5055e-03 eta: 4:36:23 time: 0.1462 data_time: 0.0023 memory: 4391 loss: 2.8142 2022/12/07 22:27:33 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:27:44 - mmengine - INFO - Epoch(train) [177][ 200/5005] lr: 3.4997e-03 eta: 4:36:09 time: 0.1441 data_time: 0.0025 memory: 4390 loss: 2.5088 2022/12/07 22:27:59 - mmengine - INFO - Epoch(train) [177][ 300/5005] lr: 3.4939e-03 eta: 4:35:56 time: 0.1414 data_time: 0.0026 memory: 4390 loss: 2.0656 2022/12/07 22:28:13 - mmengine - INFO - Epoch(train) [177][ 400/5005] lr: 3.4882e-03 eta: 4:35:42 time: 0.1403 data_time: 0.0025 memory: 4390 loss: 2.6701 2022/12/07 22:28:27 - mmengine - INFO - Epoch(train) [177][ 500/5005] lr: 3.4824e-03 eta: 4:35:28 time: 0.1414 data_time: 0.0023 memory: 4390 loss: 2.3965 2022/12/07 22:28:41 - mmengine - INFO - Epoch(train) [177][ 600/5005] lr: 3.4767e-03 eta: 4:35:14 time: 0.1408 data_time: 0.0025 memory: 4390 loss: 2.2653 2022/12/07 22:28:56 - mmengine - INFO - Epoch(train) [177][ 700/5005] lr: 3.4709e-03 eta: 4:35:00 time: 0.1406 data_time: 0.0023 memory: 4390 loss: 2.7808 2022/12/07 22:29:10 - mmengine - INFO - Epoch(train) [177][ 800/5005] lr: 3.4652e-03 eta: 4:34:47 time: 0.1419 data_time: 0.0024 memory: 4390 loss: 2.6293 2022/12/07 22:29:24 - mmengine - INFO - Epoch(train) [177][ 900/5005] lr: 3.4594e-03 eta: 4:34:33 time: 0.1403 data_time: 0.0023 memory: 4390 loss: 2.7294 2022/12/07 22:29:38 - mmengine - INFO - Epoch(train) [177][1000/5005] lr: 3.4537e-03 eta: 4:34:19 time: 0.1397 data_time: 0.0024 memory: 4390 loss: 2.7518 2022/12/07 22:29:52 - mmengine - INFO - Epoch(train) [177][1100/5005] lr: 3.4480e-03 eta: 4:34:05 time: 0.1408 data_time: 0.0026 memory: 4390 loss: 2.9602 2022/12/07 22:29:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:30:07 - mmengine - INFO - Epoch(train) [177][1200/5005] lr: 3.4422e-03 eta: 4:33:52 time: 0.1398 data_time: 0.0027 memory: 4390 loss: 2.7378 2022/12/07 22:30:21 - mmengine - INFO - Epoch(train) [177][1300/5005] lr: 3.4365e-03 eta: 4:33:38 time: 0.1408 data_time: 0.0025 memory: 4390 loss: 2.5229 2022/12/07 22:30:35 - mmengine - INFO - Epoch(train) [177][1400/5005] lr: 3.4308e-03 eta: 4:33:24 time: 0.1407 data_time: 0.0024 memory: 4390 loss: 1.9971 2022/12/07 22:30:49 - mmengine - INFO - Epoch(train) [177][1500/5005] lr: 3.4251e-03 eta: 4:33:10 time: 0.1415 data_time: 0.0025 memory: 4390 loss: 2.1165 2022/12/07 22:31:04 - mmengine - INFO - Epoch(train) [177][1600/5005] lr: 3.4194e-03 eta: 4:32:56 time: 0.1415 data_time: 0.0029 memory: 4390 loss: 2.4298 2022/12/07 22:31:18 - mmengine - INFO - Epoch(train) [177][1700/5005] lr: 3.4137e-03 eta: 4:32:43 time: 0.1408 data_time: 0.0030 memory: 4390 loss: 2.2973 2022/12/07 22:31:32 - mmengine - INFO - Epoch(train) [177][1800/5005] lr: 3.4080e-03 eta: 4:32:29 time: 0.1398 data_time: 0.0030 memory: 4390 loss: 2.4039 2022/12/07 22:31:47 - mmengine - INFO - Epoch(train) [177][1900/5005] lr: 3.4023e-03 eta: 4:32:15 time: 0.1428 data_time: 0.0031 memory: 4390 loss: 2.6156 2022/12/07 22:32:01 - mmengine - INFO - Epoch(train) [177][2000/5005] lr: 3.3966e-03 eta: 4:32:01 time: 0.1419 data_time: 0.0024 memory: 4390 loss: 2.5138 2022/12/07 22:32:15 - mmengine - INFO - Epoch(train) [177][2100/5005] lr: 3.3909e-03 eta: 4:31:48 time: 0.1424 data_time: 0.0027 memory: 4390 loss: 2.3618 2022/12/07 22:32:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:32:29 - mmengine - INFO - Epoch(train) [177][2200/5005] lr: 3.3853e-03 eta: 4:31:34 time: 0.1407 data_time: 0.0023 memory: 4390 loss: 2.4559 2022/12/07 22:32:44 - mmengine - INFO - Epoch(train) [177][2300/5005] lr: 3.3796e-03 eta: 4:31:20 time: 0.1415 data_time: 0.0025 memory: 4390 loss: 2.5368 2022/12/07 22:32:58 - mmengine - INFO - Epoch(train) [177][2400/5005] lr: 3.3739e-03 eta: 4:31:06 time: 0.1404 data_time: 0.0029 memory: 4390 loss: 2.7445 2022/12/07 22:33:12 - mmengine - INFO - Epoch(train) [177][2500/5005] lr: 3.3682e-03 eta: 4:30:52 time: 0.1398 data_time: 0.0030 memory: 4390 loss: 2.4731 2022/12/07 22:33:27 - mmengine - INFO - Epoch(train) [177][2600/5005] lr: 3.3626e-03 eta: 4:30:39 time: 0.1393 data_time: 0.0030 memory: 4390 loss: 2.4117 2022/12/07 22:33:41 - mmengine - INFO - Epoch(train) [177][2700/5005] lr: 3.3569e-03 eta: 4:30:25 time: 0.1421 data_time: 0.0030 memory: 4390 loss: 2.3816 2022/12/07 22:33:55 - mmengine - INFO - Epoch(train) [177][2800/5005] lr: 3.3513e-03 eta: 4:30:11 time: 0.1412 data_time: 0.0030 memory: 4390 loss: 2.7861 2022/12/07 22:34:10 - mmengine - INFO - Epoch(train) [177][2900/5005] lr: 3.3456e-03 eta: 4:29:57 time: 0.1396 data_time: 0.0031 memory: 4390 loss: 2.9185 2022/12/07 22:34:24 - mmengine - INFO - Epoch(train) [177][3000/5005] lr: 3.3400e-03 eta: 4:29:44 time: 0.1417 data_time: 0.0025 memory: 4390 loss: 2.6610 2022/12/07 22:34:38 - mmengine - INFO - Epoch(train) [177][3100/5005] lr: 3.3344e-03 eta: 4:29:30 time: 0.1405 data_time: 0.0025 memory: 4390 loss: 2.7636 2022/12/07 22:34:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:34:52 - mmengine - INFO - Epoch(train) [177][3200/5005] lr: 3.3287e-03 eta: 4:29:16 time: 0.1406 data_time: 0.0025 memory: 4390 loss: 2.4004 2022/12/07 22:35:06 - mmengine - INFO - Epoch(train) [177][3300/5005] lr: 3.3231e-03 eta: 4:29:02 time: 0.1397 data_time: 0.0025 memory: 4390 loss: 2.8809 2022/12/07 22:35:21 - mmengine - INFO - Epoch(train) [177][3400/5005] lr: 3.3175e-03 eta: 4:28:48 time: 0.1398 data_time: 0.0024 memory: 4390 loss: 2.7729 2022/12/07 22:35:35 - mmengine - INFO - Epoch(train) [177][3500/5005] lr: 3.3119e-03 eta: 4:28:35 time: 0.1397 data_time: 0.0024 memory: 4390 loss: 2.8420 2022/12/07 22:35:49 - mmengine - INFO - Epoch(train) [177][3600/5005] lr: 3.3062e-03 eta: 4:28:21 time: 0.1396 data_time: 0.0024 memory: 4390 loss: 2.2440 2022/12/07 22:36:03 - mmengine - INFO - Epoch(train) [177][3700/5005] lr: 3.3006e-03 eta: 4:28:07 time: 0.1396 data_time: 0.0024 memory: 4390 loss: 2.4777 2022/12/07 22:36:17 - mmengine - INFO - Epoch(train) [177][3800/5005] lr: 3.2950e-03 eta: 4:27:53 time: 0.1399 data_time: 0.0024 memory: 4390 loss: 2.4518 2022/12/07 22:36:31 - mmengine - INFO - Epoch(train) [177][3900/5005] lr: 3.2894e-03 eta: 4:27:39 time: 0.1402 data_time: 0.0024 memory: 4390 loss: 3.0114 2022/12/07 22:36:46 - mmengine - INFO - Epoch(train) [177][4000/5005] lr: 3.2838e-03 eta: 4:27:26 time: 0.1389 data_time: 0.0025 memory: 4390 loss: 2.3323 2022/12/07 22:37:00 - mmengine - INFO - Epoch(train) [177][4100/5005] lr: 3.2782e-03 eta: 4:27:12 time: 0.1393 data_time: 0.0023 memory: 4390 loss: 2.6029 2022/12/07 22:37:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:37:14 - mmengine - INFO - Epoch(train) [177][4200/5005] lr: 3.2727e-03 eta: 4:26:58 time: 0.1402 data_time: 0.0025 memory: 4390 loss: 2.2015 2022/12/07 22:37:28 - mmengine - INFO - Epoch(train) [177][4300/5005] lr: 3.2671e-03 eta: 4:26:44 time: 0.1400 data_time: 0.0024 memory: 4390 loss: 2.6550 2022/12/07 22:37:42 - mmengine - INFO - Epoch(train) [177][4400/5005] lr: 3.2615e-03 eta: 4:26:30 time: 0.1394 data_time: 0.0024 memory: 4390 loss: 2.4997 2022/12/07 22:37:56 - mmengine - INFO - Epoch(train) [177][4500/5005] lr: 3.2559e-03 eta: 4:26:17 time: 0.1398 data_time: 0.0023 memory: 4390 loss: 2.2055 2022/12/07 22:38:10 - mmengine - INFO - Epoch(train) [177][4600/5005] lr: 3.2504e-03 eta: 4:26:03 time: 0.1405 data_time: 0.0024 memory: 4390 loss: 2.5285 2022/12/07 22:38:25 - mmengine - INFO - Epoch(train) [177][4700/5005] lr: 3.2448e-03 eta: 4:25:49 time: 0.1397 data_time: 0.0026 memory: 4390 loss: 2.7464 2022/12/07 22:38:39 - mmengine - INFO - Epoch(train) [177][4800/5005] lr: 3.2392e-03 eta: 4:25:35 time: 0.1513 data_time: 0.0025 memory: 4390 loss: 2.3048 2022/12/07 22:38:53 - mmengine - INFO - Epoch(train) [177][4900/5005] lr: 3.2337e-03 eta: 4:25:22 time: 0.1406 data_time: 0.0025 memory: 4390 loss: 2.2475 2022/12/07 22:39:07 - mmengine - INFO - Epoch(train) [177][5000/5005] lr: 3.2281e-03 eta: 4:25:08 time: 0.1433 data_time: 0.0030 memory: 4390 loss: 2.3824 2022/12/07 22:39:08 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:39:08 - mmengine - INFO - Saving checkpoint at 177 epochs 2022/12/07 22:39:18 - mmengine - INFO - Epoch(val) [177][100/196] eta: 0:00:07 time: 0.0775 data_time: 0.0473 memory: 4390 2022/12/07 22:39:37 - mmengine - INFO - Epoch(val) [177][196/196] accuracy/top1: 78.6140 accuracy/top5: 94.4200 2022/12/07 22:39:52 - mmengine - INFO - Epoch(train) [178][ 100/5005] lr: 3.2223e-03 eta: 4:24:53 time: 0.1399 data_time: 0.0025 memory: 4390 loss: 2.7828 2022/12/07 22:39:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:40:06 - mmengine - INFO - Epoch(train) [178][ 200/5005] lr: 3.2168e-03 eta: 4:24:40 time: 0.1419 data_time: 0.0025 memory: 4390 loss: 2.6691 2022/12/07 22:40:21 - mmengine - INFO - Epoch(train) [178][ 300/5005] lr: 3.2112e-03 eta: 4:24:26 time: 0.1431 data_time: 0.0026 memory: 4390 loss: 2.1327 2022/12/07 22:40:35 - mmengine - INFO - Epoch(train) [178][ 400/5005] lr: 3.2057e-03 eta: 4:24:12 time: 0.1416 data_time: 0.0024 memory: 4390 loss: 2.3982 2022/12/07 22:40:50 - mmengine - INFO - Epoch(train) [178][ 500/5005] lr: 3.2002e-03 eta: 4:23:58 time: 0.1410 data_time: 0.0025 memory: 4390 loss: 2.7954 2022/12/07 22:41:04 - mmengine - INFO - Epoch(train) [178][ 600/5005] lr: 3.1947e-03 eta: 4:23:45 time: 0.1396 data_time: 0.0035 memory: 4390 loss: 2.7470 2022/12/07 22:41:18 - mmengine - INFO - Epoch(train) [178][ 700/5005] lr: 3.1891e-03 eta: 4:23:31 time: 0.1403 data_time: 0.0024 memory: 4390 loss: 2.5865 2022/12/07 22:41:32 - mmengine - INFO - Epoch(train) [178][ 800/5005] lr: 3.1836e-03 eta: 4:23:17 time: 0.1395 data_time: 0.0025 memory: 4390 loss: 2.4558 2022/12/07 22:41:46 - mmengine - INFO - Epoch(train) [178][ 900/5005] lr: 3.1781e-03 eta: 4:23:03 time: 0.1395 data_time: 0.0026 memory: 4390 loss: 2.8863 2022/12/07 22:42:00 - mmengine - INFO - Epoch(train) [178][1000/5005] lr: 3.1726e-03 eta: 4:22:49 time: 0.1405 data_time: 0.0026 memory: 4390 loss: 2.8387 2022/12/07 22:42:15 - mmengine - INFO - Epoch(train) [178][1100/5005] lr: 3.1671e-03 eta: 4:22:36 time: 0.1394 data_time: 0.0027 memory: 4390 loss: 2.4408 2022/12/07 22:42:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:42:29 - mmengine - INFO - Epoch(train) [178][1200/5005] lr: 3.1616e-03 eta: 4:22:22 time: 0.1403 data_time: 0.0026 memory: 4390 loss: 2.3405 2022/12/07 22:42:43 - mmengine - INFO - Epoch(train) [178][1300/5005] lr: 3.1561e-03 eta: 4:22:08 time: 0.1430 data_time: 0.0028 memory: 4390 loss: 3.0698 2022/12/07 22:42:57 - mmengine - INFO - Epoch(train) [178][1400/5005] lr: 3.1506e-03 eta: 4:21:54 time: 0.1394 data_time: 0.0025 memory: 4390 loss: 2.5591 2022/12/07 22:43:12 - mmengine - INFO - Epoch(train) [178][1500/5005] lr: 3.1452e-03 eta: 4:21:40 time: 0.1389 data_time: 0.0023 memory: 4390 loss: 2.5537 2022/12/07 22:43:26 - mmengine - INFO - Epoch(train) [178][1600/5005] lr: 3.1397e-03 eta: 4:21:27 time: 0.1396 data_time: 0.0025 memory: 4390 loss: 2.4055 2022/12/07 22:43:40 - mmengine - INFO - Epoch(train) [178][1700/5005] lr: 3.1342e-03 eta: 4:21:13 time: 0.1392 data_time: 0.0024 memory: 4390 loss: 2.5347 2022/12/07 22:43:54 - mmengine - INFO - Epoch(train) [178][1800/5005] lr: 3.1288e-03 eta: 4:20:59 time: 0.1414 data_time: 0.0026 memory: 4390 loss: 2.5155 2022/12/07 22:44:09 - mmengine - INFO - Epoch(train) [178][1900/5005] lr: 3.1233e-03 eta: 4:20:45 time: 0.1409 data_time: 0.0026 memory: 4390 loss: 2.7740 2022/12/07 22:44:23 - mmengine - INFO - Epoch(train) [178][2000/5005] lr: 3.1178e-03 eta: 4:20:32 time: 0.1405 data_time: 0.0029 memory: 4390 loss: 2.6952 2022/12/07 22:44:37 - mmengine - INFO - Epoch(train) [178][2100/5005] lr: 3.1124e-03 eta: 4:20:18 time: 0.1399 data_time: 0.0034 memory: 4390 loss: 2.3389 2022/12/07 22:44:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:44:51 - mmengine - INFO - Epoch(train) [178][2200/5005] lr: 3.1069e-03 eta: 4:20:04 time: 0.1416 data_time: 0.0031 memory: 4390 loss: 2.5707 2022/12/07 22:45:06 - mmengine - INFO - Epoch(train) [178][2300/5005] lr: 3.1015e-03 eta: 4:19:50 time: 0.1408 data_time: 0.0026 memory: 4390 loss: 2.4204 2022/12/07 22:45:20 - mmengine - INFO - Epoch(train) [178][2400/5005] lr: 3.0961e-03 eta: 4:19:36 time: 0.1459 data_time: 0.0024 memory: 4390 loss: 2.2960 2022/12/07 22:45:34 - mmengine - INFO - Epoch(train) [178][2500/5005] lr: 3.0906e-03 eta: 4:19:23 time: 0.1409 data_time: 0.0023 memory: 4390 loss: 2.3829 2022/12/07 22:45:48 - mmengine - INFO - Epoch(train) [178][2600/5005] lr: 3.0852e-03 eta: 4:19:09 time: 0.1402 data_time: 0.0025 memory: 4390 loss: 2.5438 2022/12/07 22:46:03 - mmengine - INFO - Epoch(train) [178][2700/5005] lr: 3.0798e-03 eta: 4:18:55 time: 0.1399 data_time: 0.0025 memory: 4390 loss: 2.3585 2022/12/07 22:46:17 - mmengine - INFO - Epoch(train) [178][2800/5005] lr: 3.0743e-03 eta: 4:18:41 time: 0.1419 data_time: 0.0024 memory: 4390 loss: 2.3782 2022/12/07 22:46:31 - mmengine - INFO - Epoch(train) [178][2900/5005] lr: 3.0689e-03 eta: 4:18:27 time: 0.1399 data_time: 0.0024 memory: 4390 loss: 2.6497 2022/12/07 22:46:45 - mmengine - INFO - Epoch(train) [178][3000/5005] lr: 3.0635e-03 eta: 4:18:14 time: 0.1402 data_time: 0.0025 memory: 4390 loss: 2.1479 2022/12/07 22:46:59 - mmengine - INFO - Epoch(train) [178][3100/5005] lr: 3.0581e-03 eta: 4:18:00 time: 0.1416 data_time: 0.0025 memory: 4390 loss: 2.2034 2022/12/07 22:47:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:47:14 - mmengine - INFO - Epoch(train) [178][3200/5005] lr: 3.0527e-03 eta: 4:17:46 time: 0.1427 data_time: 0.0026 memory: 4390 loss: 2.2691 2022/12/07 22:47:28 - mmengine - INFO - Epoch(train) [178][3300/5005] lr: 3.0473e-03 eta: 4:17:32 time: 0.1412 data_time: 0.0027 memory: 4390 loss: 2.5461 2022/12/07 22:47:42 - mmengine - INFO - Epoch(train) [178][3400/5005] lr: 3.0419e-03 eta: 4:17:19 time: 0.1404 data_time: 0.0026 memory: 4390 loss: 2.0295 2022/12/07 22:47:57 - mmengine - INFO - Epoch(train) [178][3500/5005] lr: 3.0365e-03 eta: 4:17:05 time: 0.1407 data_time: 0.0024 memory: 4390 loss: 2.5819 2022/12/07 22:48:11 - mmengine - INFO - Epoch(train) [178][3600/5005] lr: 3.0312e-03 eta: 4:16:51 time: 0.1423 data_time: 0.0024 memory: 4390 loss: 2.4785 2022/12/07 22:48:25 - mmengine - INFO - Epoch(train) [178][3700/5005] lr: 3.0258e-03 eta: 4:16:37 time: 0.1421 data_time: 0.0023 memory: 4390 loss: 2.3001 2022/12/07 22:48:40 - mmengine - INFO - Epoch(train) [178][3800/5005] lr: 3.0204e-03 eta: 4:16:23 time: 0.1402 data_time: 0.0024 memory: 4390 loss: 2.2525 2022/12/07 22:48:54 - mmengine - INFO - Epoch(train) [178][3900/5005] lr: 3.0150e-03 eta: 4:16:10 time: 0.1408 data_time: 0.0029 memory: 4390 loss: 2.4480 2022/12/07 22:49:08 - mmengine - INFO - Epoch(train) [178][4000/5005] lr: 3.0097e-03 eta: 4:15:56 time: 0.1401 data_time: 0.0033 memory: 4390 loss: 2.3980 2022/12/07 22:49:22 - mmengine - INFO - Epoch(train) [178][4100/5005] lr: 3.0043e-03 eta: 4:15:42 time: 0.1400 data_time: 0.0033 memory: 4390 loss: 2.2316 2022/12/07 22:49:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:49:36 - mmengine - INFO - Epoch(train) [178][4200/5005] lr: 2.9990e-03 eta: 4:15:28 time: 0.1407 data_time: 0.0025 memory: 4390 loss: 2.5248 2022/12/07 22:49:51 - mmengine - INFO - Epoch(train) [178][4300/5005] lr: 2.9936e-03 eta: 4:15:15 time: 0.1405 data_time: 0.0025 memory: 4390 loss: 2.3840 2022/12/07 22:50:05 - mmengine - INFO - Epoch(train) [178][4400/5005] lr: 2.9883e-03 eta: 4:15:01 time: 0.1405 data_time: 0.0024 memory: 4390 loss: 2.5427 2022/12/07 22:50:19 - mmengine - INFO - Epoch(train) [178][4500/5005] lr: 2.9829e-03 eta: 4:14:47 time: 0.1412 data_time: 0.0025 memory: 4390 loss: 2.0614 2022/12/07 22:50:34 - mmengine - INFO - Epoch(train) [178][4600/5005] lr: 2.9776e-03 eta: 4:14:33 time: 0.1415 data_time: 0.0026 memory: 4390 loss: 2.6154 2022/12/07 22:50:48 - mmengine - INFO - Epoch(train) [178][4700/5005] lr: 2.9722e-03 eta: 4:14:19 time: 0.1396 data_time: 0.0024 memory: 4390 loss: 3.1285 2022/12/07 22:51:02 - mmengine - INFO - Epoch(train) [178][4800/5005] lr: 2.9669e-03 eta: 4:14:06 time: 0.1387 data_time: 0.0023 memory: 4390 loss: 2.1619 2022/12/07 22:51:16 - mmengine - INFO - Epoch(train) [178][4900/5005] lr: 2.9616e-03 eta: 4:13:52 time: 0.1408 data_time: 0.0023 memory: 4390 loss: 2.7779 2022/12/07 22:51:30 - mmengine - INFO - Epoch(train) [178][5000/5005] lr: 2.9563e-03 eta: 4:13:38 time: 0.1405 data_time: 0.0026 memory: 4390 loss: 2.7014 2022/12/07 22:51:31 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:51:31 - mmengine - INFO - Saving checkpoint at 178 epochs 2022/12/07 22:51:41 - mmengine - INFO - Epoch(val) [178][100/196] eta: 0:00:07 time: 0.0730 data_time: 0.0423 memory: 4390 2022/12/07 22:52:00 - mmengine - INFO - Epoch(val) [178][196/196] accuracy/top1: 78.8820 accuracy/top5: 94.5480 2022/12/07 22:52:15 - mmengine - INFO - Epoch(train) [179][ 100/5005] lr: 2.9507e-03 eta: 4:13:24 time: 0.1441 data_time: 0.0026 memory: 4390 loss: 2.5776 2022/12/07 22:52:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:52:30 - mmengine - INFO - Epoch(train) [179][ 200/5005] lr: 2.9454e-03 eta: 4:13:10 time: 0.1401 data_time: 0.0026 memory: 4390 loss: 2.0973 2022/12/07 22:52:44 - mmengine - INFO - Epoch(train) [179][ 300/5005] lr: 2.9401e-03 eta: 4:12:56 time: 0.1404 data_time: 0.0026 memory: 4390 loss: 2.0742 2022/12/07 22:52:58 - mmengine - INFO - Epoch(train) [179][ 400/5005] lr: 2.9348e-03 eta: 4:12:42 time: 0.1408 data_time: 0.0025 memory: 4390 loss: 2.6129 2022/12/07 22:53:13 - mmengine - INFO - Epoch(train) [179][ 500/5005] lr: 2.9295e-03 eta: 4:12:28 time: 0.1391 data_time: 0.0026 memory: 4390 loss: 2.4285 2022/12/07 22:53:27 - mmengine - INFO - Epoch(train) [179][ 600/5005] lr: 2.9242e-03 eta: 4:12:15 time: 0.1400 data_time: 0.0025 memory: 4390 loss: 2.3979 2022/12/07 22:53:41 - mmengine - INFO - Epoch(train) [179][ 700/5005] lr: 2.9189e-03 eta: 4:12:01 time: 0.1450 data_time: 0.0026 memory: 4390 loss: 2.3433 2022/12/07 22:53:55 - mmengine - INFO - Epoch(train) [179][ 800/5005] lr: 2.9136e-03 eta: 4:11:47 time: 0.1393 data_time: 0.0027 memory: 4390 loss: 2.4194 2022/12/07 22:54:09 - mmengine - INFO - Epoch(train) [179][ 900/5005] lr: 2.9084e-03 eta: 4:11:33 time: 0.1400 data_time: 0.0024 memory: 4390 loss: 2.4308 2022/12/07 22:54:23 - mmengine - INFO - Epoch(train) [179][1000/5005] lr: 2.9031e-03 eta: 4:11:20 time: 0.1401 data_time: 0.0026 memory: 4390 loss: 2.6332 2022/12/07 22:54:38 - mmengine - INFO - Epoch(train) [179][1100/5005] lr: 2.8978e-03 eta: 4:11:06 time: 0.1469 data_time: 0.0022 memory: 4390 loss: 2.6011 2022/12/07 22:54:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:54:52 - mmengine - INFO - Epoch(train) [179][1200/5005] lr: 2.8926e-03 eta: 4:10:52 time: 0.1396 data_time: 0.0026 memory: 4390 loss: 2.5602 2022/12/07 22:55:06 - mmengine - INFO - Epoch(train) [179][1300/5005] lr: 2.8873e-03 eta: 4:10:38 time: 0.1434 data_time: 0.0025 memory: 4390 loss: 2.6389 2022/12/07 22:55:21 - mmengine - INFO - Epoch(train) [179][1400/5005] lr: 2.8821e-03 eta: 4:10:24 time: 0.1419 data_time: 0.0027 memory: 4390 loss: 3.1023 2022/12/07 22:55:35 - mmengine - INFO - Epoch(train) [179][1500/5005] lr: 2.8768e-03 eta: 4:10:11 time: 0.1411 data_time: 0.0026 memory: 4390 loss: 2.5300 2022/12/07 22:55:49 - mmengine - INFO - Epoch(train) [179][1600/5005] lr: 2.8716e-03 eta: 4:09:57 time: 0.1398 data_time: 0.0024 memory: 4390 loss: 2.3963 2022/12/07 22:56:04 - mmengine - INFO - Epoch(train) [179][1700/5005] lr: 2.8663e-03 eta: 4:09:43 time: 0.1398 data_time: 0.0025 memory: 4390 loss: 2.3334 2022/12/07 22:56:18 - mmengine - INFO - Epoch(train) [179][1800/5005] lr: 2.8611e-03 eta: 4:09:29 time: 0.1396 data_time: 0.0025 memory: 4390 loss: 2.7000 2022/12/07 22:56:32 - mmengine - INFO - Epoch(train) [179][1900/5005] lr: 2.8559e-03 eta: 4:09:15 time: 0.1404 data_time: 0.0024 memory: 4390 loss: 2.6379 2022/12/07 22:56:46 - mmengine - INFO - Epoch(train) [179][2000/5005] lr: 2.8506e-03 eta: 4:09:02 time: 0.1403 data_time: 0.0025 memory: 4390 loss: 2.2060 2022/12/07 22:57:00 - mmengine - INFO - Epoch(train) [179][2100/5005] lr: 2.8454e-03 eta: 4:08:48 time: 0.1417 data_time: 0.0025 memory: 4390 loss: 2.9844 2022/12/07 22:57:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:57:15 - mmengine - INFO - Epoch(train) [179][2200/5005] lr: 2.8402e-03 eta: 4:08:34 time: 0.1389 data_time: 0.0023 memory: 4390 loss: 2.7364 2022/12/07 22:57:29 - mmengine - INFO - Epoch(train) [179][2300/5005] lr: 2.8350e-03 eta: 4:08:20 time: 0.1409 data_time: 0.0024 memory: 4390 loss: 2.8305 2022/12/07 22:57:43 - mmengine - INFO - Epoch(train) [179][2400/5005] lr: 2.8298e-03 eta: 4:08:07 time: 0.1414 data_time: 0.0026 memory: 4390 loss: 2.4644 2022/12/07 22:57:57 - mmengine - INFO - Epoch(train) [179][2500/5005] lr: 2.8246e-03 eta: 4:07:53 time: 0.1409 data_time: 0.0030 memory: 4390 loss: 2.6243 2022/12/07 22:58:12 - mmengine - INFO - Epoch(train) [179][2600/5005] lr: 2.8194e-03 eta: 4:07:39 time: 0.1403 data_time: 0.0024 memory: 4390 loss: 2.3988 2022/12/07 22:58:26 - mmengine - INFO - Epoch(train) [179][2700/5005] lr: 2.8142e-03 eta: 4:07:25 time: 0.1400 data_time: 0.0024 memory: 4390 loss: 2.8683 2022/12/07 22:58:40 - mmengine - INFO - Epoch(train) [179][2800/5005] lr: 2.8090e-03 eta: 4:07:11 time: 0.1398 data_time: 0.0023 memory: 4390 loss: 2.9538 2022/12/07 22:58:54 - mmengine - INFO - Epoch(train) [179][2900/5005] lr: 2.8038e-03 eta: 4:06:58 time: 0.1454 data_time: 0.0028 memory: 4390 loss: 2.8626 2022/12/07 22:59:08 - mmengine - INFO - Epoch(train) [179][3000/5005] lr: 2.7986e-03 eta: 4:06:44 time: 0.1399 data_time: 0.0024 memory: 4390 loss: 2.7342 2022/12/07 22:59:23 - mmengine - INFO - Epoch(train) [179][3100/5005] lr: 2.7935e-03 eta: 4:06:30 time: 0.1433 data_time: 0.0026 memory: 4390 loss: 2.6597 2022/12/07 22:59:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 22:59:37 - mmengine - INFO - Epoch(train) [179][3200/5005] lr: 2.7883e-03 eta: 4:06:16 time: 0.1445 data_time: 0.0025 memory: 4390 loss: 2.6210 2022/12/07 22:59:52 - mmengine - INFO - Epoch(train) [179][3300/5005] lr: 2.7831e-03 eta: 4:06:02 time: 0.1403 data_time: 0.0025 memory: 4390 loss: 2.5073 2022/12/07 23:00:06 - mmengine - INFO - Epoch(train) [179][3400/5005] lr: 2.7780e-03 eta: 4:05:49 time: 0.1486 data_time: 0.0026 memory: 4390 loss: 2.7492 2022/12/07 23:00:21 - mmengine - INFO - Epoch(train) [179][3500/5005] lr: 2.7728e-03 eta: 4:05:35 time: 0.1434 data_time: 0.0026 memory: 4390 loss: 2.7206 2022/12/07 23:00:35 - mmengine - INFO - Epoch(train) [179][3600/5005] lr: 2.7677e-03 eta: 4:05:21 time: 0.1439 data_time: 0.0028 memory: 4390 loss: 2.4455 2022/12/07 23:00:50 - mmengine - INFO - Epoch(train) [179][3700/5005] lr: 2.7625e-03 eta: 4:05:07 time: 0.1487 data_time: 0.0026 memory: 4390 loss: 2.8993 2022/12/07 23:01:04 - mmengine - INFO - Epoch(train) [179][3800/5005] lr: 2.7574e-03 eta: 4:04:54 time: 0.1408 data_time: 0.0026 memory: 4390 loss: 2.9071 2022/12/07 23:01:18 - mmengine - INFO - Epoch(train) [179][3900/5005] lr: 2.7522e-03 eta: 4:04:40 time: 0.1401 data_time: 0.0025 memory: 4390 loss: 2.5755 2022/12/07 23:01:32 - mmengine - INFO - Epoch(train) [179][4000/5005] lr: 2.7471e-03 eta: 4:04:26 time: 0.1405 data_time: 0.0027 memory: 4390 loss: 2.9549 2022/12/07 23:01:46 - mmengine - INFO - Epoch(train) [179][4100/5005] lr: 2.7420e-03 eta: 4:04:12 time: 0.1415 data_time: 0.0025 memory: 4390 loss: 2.4989 2022/12/07 23:01:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:02:01 - mmengine - INFO - Epoch(train) [179][4200/5005] lr: 2.7369e-03 eta: 4:03:58 time: 0.1412 data_time: 0.0025 memory: 4390 loss: 2.8092 2022/12/07 23:02:15 - mmengine - INFO - Epoch(train) [179][4300/5005] lr: 2.7317e-03 eta: 4:03:45 time: 0.1414 data_time: 0.0025 memory: 4390 loss: 2.2677 2022/12/07 23:02:29 - mmengine - INFO - Epoch(train) [179][4400/5005] lr: 2.7266e-03 eta: 4:03:31 time: 0.1401 data_time: 0.0030 memory: 4390 loss: 2.6165 2022/12/07 23:02:44 - mmengine - INFO - Epoch(train) [179][4500/5005] lr: 2.7215e-03 eta: 4:03:17 time: 0.1419 data_time: 0.0032 memory: 4390 loss: 2.9028 2022/12/07 23:02:58 - mmengine - INFO - Epoch(train) [179][4600/5005] lr: 2.7164e-03 eta: 4:03:03 time: 0.1408 data_time: 0.0025 memory: 4390 loss: 2.3915 2022/12/07 23:03:12 - mmengine - INFO - Epoch(train) [179][4700/5005] lr: 2.7113e-03 eta: 4:02:50 time: 0.1402 data_time: 0.0026 memory: 4390 loss: 2.6458 2022/12/07 23:03:27 - mmengine - INFO - Epoch(train) [179][4800/5005] lr: 2.7062e-03 eta: 4:02:36 time: 0.1421 data_time: 0.0030 memory: 4390 loss: 2.3503 2022/12/07 23:03:41 - mmengine - INFO - Epoch(train) [179][4900/5005] lr: 2.7011e-03 eta: 4:02:22 time: 0.1442 data_time: 0.0028 memory: 4390 loss: 2.7644 2022/12/07 23:03:55 - mmengine - INFO - Epoch(train) [179][5000/5005] lr: 2.6960e-03 eta: 4:02:08 time: 0.1423 data_time: 0.0038 memory: 4390 loss: 2.4761 2022/12/07 23:03:56 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:03:56 - mmengine - INFO - Saving checkpoint at 179 epochs 2022/12/07 23:04:06 - mmengine - INFO - Epoch(val) [179][100/196] eta: 0:00:07 time: 0.0756 data_time: 0.0444 memory: 4390 2022/12/07 23:04:25 - mmengine - INFO - Epoch(val) [179][196/196] accuracy/top1: 79.0220 accuracy/top5: 94.6140 2022/12/07 23:04:40 - mmengine - INFO - Epoch(train) [180][ 100/5005] lr: 2.6907e-03 eta: 4:01:54 time: 0.1408 data_time: 0.0026 memory: 4391 loss: 2.5317 2022/12/07 23:04:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:04:54 - mmengine - INFO - Epoch(train) [180][ 200/5005] lr: 2.6856e-03 eta: 4:01:40 time: 0.1399 data_time: 0.0025 memory: 4390 loss: 2.4245 2022/12/07 23:05:08 - mmengine - INFO - Epoch(train) [180][ 300/5005] lr: 2.6806e-03 eta: 4:01:26 time: 0.1396 data_time: 0.0026 memory: 4390 loss: 2.5472 2022/12/07 23:05:23 - mmengine - INFO - Epoch(train) [180][ 400/5005] lr: 2.6755e-03 eta: 4:01:12 time: 0.1410 data_time: 0.0029 memory: 4390 loss: 2.7312 2022/12/07 23:05:37 - mmengine - INFO - Epoch(train) [180][ 500/5005] lr: 2.6704e-03 eta: 4:00:59 time: 0.1401 data_time: 0.0024 memory: 4390 loss: 2.9819 2022/12/07 23:05:51 - mmengine - INFO - Epoch(train) [180][ 600/5005] lr: 2.6654e-03 eta: 4:00:45 time: 0.1390 data_time: 0.0025 memory: 4390 loss: 2.3775 2022/12/07 23:06:05 - mmengine - INFO - Epoch(train) [180][ 700/5005] lr: 2.6603e-03 eta: 4:00:31 time: 0.1398 data_time: 0.0028 memory: 4390 loss: 2.5295 2022/12/07 23:06:19 - mmengine - INFO - Epoch(train) [180][ 800/5005] lr: 2.6553e-03 eta: 4:00:17 time: 0.1422 data_time: 0.0025 memory: 4390 loss: 2.2249 2022/12/07 23:06:34 - mmengine - INFO - Epoch(train) [180][ 900/5005] lr: 2.6502e-03 eta: 4:00:03 time: 0.1409 data_time: 0.0025 memory: 4390 loss: 2.7131 2022/12/07 23:06:48 - mmengine - INFO - Epoch(train) [180][1000/5005] lr: 2.6452e-03 eta: 3:59:50 time: 0.1397 data_time: 0.0024 memory: 4390 loss: 2.5102 2022/12/07 23:07:02 - mmengine - INFO - Epoch(train) [180][1100/5005] lr: 2.6402e-03 eta: 3:59:36 time: 0.1394 data_time: 0.0026 memory: 4390 loss: 2.2485 2022/12/07 23:07:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:07:16 - mmengine - INFO - Epoch(train) [180][1200/5005] lr: 2.6351e-03 eta: 3:59:22 time: 0.1392 data_time: 0.0025 memory: 4390 loss: 2.6354 2022/12/07 23:07:30 - mmengine - INFO - Epoch(train) [180][1300/5005] lr: 2.6301e-03 eta: 3:59:08 time: 0.1387 data_time: 0.0024 memory: 4390 loss: 2.7452 2022/12/07 23:07:45 - mmengine - INFO - Epoch(train) [180][1400/5005] lr: 2.6251e-03 eta: 3:58:54 time: 0.1389 data_time: 0.0025 memory: 4390 loss: 2.2240 2022/12/07 23:07:59 - mmengine - INFO - Epoch(train) [180][1500/5005] lr: 2.6201e-03 eta: 3:58:41 time: 0.1396 data_time: 0.0025 memory: 4390 loss: 2.5139 2022/12/07 23:08:13 - mmengine - INFO - Epoch(train) [180][1600/5005] lr: 2.6151e-03 eta: 3:58:27 time: 0.1402 data_time: 0.0024 memory: 4390 loss: 2.4711 2022/12/07 23:08:27 - mmengine - INFO - Epoch(train) [180][1700/5005] lr: 2.6100e-03 eta: 3:58:13 time: 0.1413 data_time: 0.0030 memory: 4390 loss: 2.8951 2022/12/07 23:08:41 - mmengine - INFO - Epoch(train) [180][1800/5005] lr: 2.6050e-03 eta: 3:57:59 time: 0.1401 data_time: 0.0023 memory: 4390 loss: 2.7953 2022/12/07 23:08:55 - mmengine - INFO - Epoch(train) [180][1900/5005] lr: 2.6000e-03 eta: 3:57:45 time: 0.1404 data_time: 0.0024 memory: 4390 loss: 2.6216 2022/12/07 23:09:10 - mmengine - INFO - Epoch(train) [180][2000/5005] lr: 2.5951e-03 eta: 3:57:32 time: 0.1396 data_time: 0.0022 memory: 4390 loss: 2.9870 2022/12/07 23:09:24 - mmengine - INFO - Epoch(train) [180][2100/5005] lr: 2.5901e-03 eta: 3:57:18 time: 0.1440 data_time: 0.0027 memory: 4390 loss: 2.0983 2022/12/07 23:09:25 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:09:38 - mmengine - INFO - Epoch(train) [180][2200/5005] lr: 2.5851e-03 eta: 3:57:04 time: 0.1445 data_time: 0.0024 memory: 4390 loss: 2.2823 2022/12/07 23:09:53 - mmengine - INFO - Epoch(train) [180][2300/5005] lr: 2.5801e-03 eta: 3:56:50 time: 0.1443 data_time: 0.0024 memory: 4390 loss: 2.5315 2022/12/07 23:10:07 - mmengine - INFO - Epoch(train) [180][2400/5005] lr: 2.5751e-03 eta: 3:56:37 time: 0.1418 data_time: 0.0024 memory: 4390 loss: 2.7445 2022/12/07 23:10:21 - mmengine - INFO - Epoch(train) [180][2500/5005] lr: 2.5702e-03 eta: 3:56:23 time: 0.1412 data_time: 0.0023 memory: 4390 loss: 2.7774 2022/12/07 23:10:35 - mmengine - INFO - Epoch(train) [180][2600/5005] lr: 2.5652e-03 eta: 3:56:09 time: 0.1402 data_time: 0.0022 memory: 4390 loss: 2.5462 2022/12/07 23:10:50 - mmengine - INFO - Epoch(train) [180][2700/5005] lr: 2.5602e-03 eta: 3:55:55 time: 0.1414 data_time: 0.0024 memory: 4390 loss: 2.3621 2022/12/07 23:11:04 - mmengine - INFO - Epoch(train) [180][2800/5005] lr: 2.5553e-03 eta: 3:55:41 time: 0.1410 data_time: 0.0024 memory: 4390 loss: 2.1716 2022/12/07 23:11:19 - mmengine - INFO - Epoch(train) [180][2900/5005] lr: 2.5503e-03 eta: 3:55:28 time: 0.1460 data_time: 0.0027 memory: 4390 loss: 2.9438 2022/12/07 23:11:33 - mmengine - INFO - Epoch(train) [180][3000/5005] lr: 2.5454e-03 eta: 3:55:14 time: 0.1407 data_time: 0.0026 memory: 4390 loss: 2.7628 2022/12/07 23:11:47 - mmengine - INFO - Epoch(train) [180][3100/5005] lr: 2.5404e-03 eta: 3:55:00 time: 0.1404 data_time: 0.0025 memory: 4390 loss: 2.4430 2022/12/07 23:11:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:12:01 - mmengine - INFO - Epoch(train) [180][3200/5005] lr: 2.5355e-03 eta: 3:54:46 time: 0.1406 data_time: 0.0024 memory: 4390 loss: 2.5367 2022/12/07 23:12:16 - mmengine - INFO - Epoch(train) [180][3300/5005] lr: 2.5306e-03 eta: 3:54:33 time: 0.1404 data_time: 0.0024 memory: 4390 loss: 2.7175 2022/12/07 23:12:30 - mmengine - INFO - Epoch(train) [180][3400/5005] lr: 2.5257e-03 eta: 3:54:19 time: 0.1411 data_time: 0.0024 memory: 4390 loss: 2.8519 2022/12/07 23:12:44 - mmengine - INFO - Epoch(train) [180][3500/5005] lr: 2.5207e-03 eta: 3:54:05 time: 0.1411 data_time: 0.0028 memory: 4390 loss: 2.5038 2022/12/07 23:12:58 - mmengine - INFO - Epoch(train) [180][3600/5005] lr: 2.5158e-03 eta: 3:53:51 time: 0.1408 data_time: 0.0030 memory: 4390 loss: 2.1619 2022/12/07 23:13:13 - mmengine - INFO - Epoch(train) [180][3700/5005] lr: 2.5109e-03 eta: 3:53:37 time: 0.1396 data_time: 0.0029 memory: 4390 loss: 2.6254 2022/12/07 23:13:27 - mmengine - INFO - Epoch(train) [180][3800/5005] lr: 2.5060e-03 eta: 3:53:24 time: 0.1397 data_time: 0.0030 memory: 4390 loss: 2.4841 2022/12/07 23:13:41 - mmengine - INFO - Epoch(train) [180][3900/5005] lr: 2.5011e-03 eta: 3:53:10 time: 0.1403 data_time: 0.0029 memory: 4390 loss: 2.3322 2022/12/07 23:13:55 - mmengine - INFO - Epoch(train) [180][4000/5005] lr: 2.4962e-03 eta: 3:52:56 time: 0.1402 data_time: 0.0024 memory: 4390 loss: 2.2753 2022/12/07 23:14:09 - mmengine - INFO - Epoch(train) [180][4100/5005] lr: 2.4913e-03 eta: 3:52:42 time: 0.1398 data_time: 0.0025 memory: 4390 loss: 2.3897 2022/12/07 23:14:10 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:14:24 - mmengine - INFO - Epoch(train) [180][4200/5005] lr: 2.4864e-03 eta: 3:52:28 time: 0.1405 data_time: 0.0027 memory: 4390 loss: 2.4981 2022/12/07 23:14:38 - mmengine - INFO - Epoch(train) [180][4300/5005] lr: 2.4815e-03 eta: 3:52:15 time: 0.1397 data_time: 0.0030 memory: 4390 loss: 3.0173 2022/12/07 23:14:52 - mmengine - INFO - Epoch(train) [180][4400/5005] lr: 2.4766e-03 eta: 3:52:01 time: 0.1395 data_time: 0.0029 memory: 4390 loss: 2.5690 2022/12/07 23:15:06 - mmengine - INFO - Epoch(train) [180][4500/5005] lr: 2.4718e-03 eta: 3:51:47 time: 0.1413 data_time: 0.0028 memory: 4390 loss: 2.7778 2022/12/07 23:15:21 - mmengine - INFO - Epoch(train) [180][4600/5005] lr: 2.4669e-03 eta: 3:51:33 time: 0.1395 data_time: 0.0028 memory: 4390 loss: 2.4942 2022/12/07 23:15:35 - mmengine - INFO - Epoch(train) [180][4700/5005] lr: 2.4620e-03 eta: 3:51:19 time: 0.1406 data_time: 0.0029 memory: 4390 loss: 2.3333 2022/12/07 23:15:49 - mmengine - INFO - Epoch(train) [180][4800/5005] lr: 2.4572e-03 eta: 3:51:06 time: 0.1417 data_time: 0.0028 memory: 4390 loss: 2.4447 2022/12/07 23:16:03 - mmengine - INFO - Epoch(train) [180][4900/5005] lr: 2.4523e-03 eta: 3:50:52 time: 0.1392 data_time: 0.0029 memory: 4390 loss: 2.6454 2022/12/07 23:16:18 - mmengine - INFO - Epoch(train) [180][5000/5005] lr: 2.4475e-03 eta: 3:50:38 time: 0.1440 data_time: 0.0033 memory: 4390 loss: 2.4368 2022/12/07 23:16:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:16:18 - mmengine - INFO - Saving checkpoint at 180 epochs 2022/12/07 23:16:28 - mmengine - INFO - Epoch(val) [180][100/196] eta: 0:00:07 time: 0.0807 data_time: 0.0499 memory: 4390 2022/12/07 23:16:47 - mmengine - INFO - Epoch(val) [180][196/196] accuracy/top1: 79.0200 accuracy/top5: 94.5300 2022/12/07 23:17:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:17:02 - mmengine - INFO - Epoch(train) [181][ 100/5005] lr: 2.4424e-03 eta: 3:50:24 time: 0.1400 data_time: 0.0024 memory: 4390 loss: 2.6134 2022/12/07 23:17:16 - mmengine - INFO - Epoch(train) [181][ 200/5005] lr: 2.4375e-03 eta: 3:50:10 time: 0.1400 data_time: 0.0023 memory: 4390 loss: 2.3178 2022/12/07 23:17:30 - mmengine - INFO - Epoch(train) [181][ 300/5005] lr: 2.4327e-03 eta: 3:49:56 time: 0.1393 data_time: 0.0024 memory: 4390 loss: 2.4412 2022/12/07 23:17:44 - mmengine - INFO - Epoch(train) [181][ 400/5005] lr: 2.4279e-03 eta: 3:49:42 time: 0.1396 data_time: 0.0024 memory: 4390 loss: 2.2131 2022/12/07 23:17:59 - mmengine - INFO - Epoch(train) [181][ 500/5005] lr: 2.4230e-03 eta: 3:49:28 time: 0.1391 data_time: 0.0023 memory: 4390 loss: 2.0621 2022/12/07 23:18:13 - mmengine - INFO - Epoch(train) [181][ 600/5005] lr: 2.4182e-03 eta: 3:49:15 time: 0.1390 data_time: 0.0025 memory: 4390 loss: 2.3680 2022/12/07 23:18:27 - mmengine - INFO - Epoch(train) [181][ 700/5005] lr: 2.4134e-03 eta: 3:49:01 time: 0.1405 data_time: 0.0024 memory: 4390 loss: 2.5047 2022/12/07 23:18:41 - mmengine - INFO - Epoch(train) [181][ 800/5005] lr: 2.4086e-03 eta: 3:48:47 time: 0.1406 data_time: 0.0023 memory: 4390 loss: 2.7857 2022/12/07 23:18:55 - mmengine - INFO - Epoch(train) [181][ 900/5005] lr: 2.4038e-03 eta: 3:48:33 time: 0.1406 data_time: 0.0024 memory: 4390 loss: 2.6988 2022/12/07 23:19:09 - mmengine - INFO - Epoch(train) [181][1000/5005] lr: 2.3990e-03 eta: 3:48:19 time: 0.1405 data_time: 0.0024 memory: 4390 loss: 2.3757 2022/12/07 23:19:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:19:24 - mmengine - INFO - Epoch(train) [181][1100/5005] lr: 2.3942e-03 eta: 3:48:06 time: 0.1408 data_time: 0.0024 memory: 4390 loss: 2.2255 2022/12/07 23:19:38 - mmengine - INFO - Epoch(train) [181][1200/5005] lr: 2.3894e-03 eta: 3:47:52 time: 0.1411 data_time: 0.0024 memory: 4390 loss: 2.6081 2022/12/07 23:19:52 - mmengine - INFO - Epoch(train) [181][1300/5005] lr: 2.3846e-03 eta: 3:47:38 time: 0.1403 data_time: 0.0023 memory: 4390 loss: 2.9641 2022/12/07 23:20:07 - mmengine - INFO - Epoch(train) [181][1400/5005] lr: 2.3798e-03 eta: 3:47:24 time: 0.1602 data_time: 0.0026 memory: 4390 loss: 2.0306 2022/12/07 23:20:21 - mmengine - INFO - Epoch(train) [181][1500/5005] lr: 2.3750e-03 eta: 3:47:10 time: 0.1395 data_time: 0.0024 memory: 4390 loss: 2.6795 2022/12/07 23:20:35 - mmengine - INFO - Epoch(train) [181][1600/5005] lr: 2.3702e-03 eta: 3:46:57 time: 0.1405 data_time: 0.0024 memory: 4390 loss: 2.5955 2022/12/07 23:20:49 - mmengine - INFO - Epoch(train) [181][1700/5005] lr: 2.3655e-03 eta: 3:46:43 time: 0.1409 data_time: 0.0025 memory: 4390 loss: 2.5341 2022/12/07 23:21:04 - mmengine - INFO - Epoch(train) [181][1800/5005] lr: 2.3607e-03 eta: 3:46:29 time: 0.1417 data_time: 0.0025 memory: 4390 loss: 2.5370 2022/12/07 23:21:18 - mmengine - INFO - Epoch(train) [181][1900/5005] lr: 2.3559e-03 eta: 3:46:15 time: 0.1420 data_time: 0.0027 memory: 4390 loss: 2.5238 2022/12/07 23:21:32 - mmengine - INFO - Epoch(train) [181][2000/5005] lr: 2.3512e-03 eta: 3:46:01 time: 0.1398 data_time: 0.0024 memory: 4390 loss: 2.3149 2022/12/07 23:21:47 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:21:47 - mmengine - INFO - Epoch(train) [181][2100/5005] lr: 2.3464e-03 eta: 3:45:48 time: 0.1412 data_time: 0.0027 memory: 4390 loss: 2.4156 2022/12/07 23:22:01 - mmengine - INFO - Epoch(train) [181][2200/5005] lr: 2.3417e-03 eta: 3:45:34 time: 0.1419 data_time: 0.0028 memory: 4390 loss: 2.6509 2022/12/07 23:22:16 - mmengine - INFO - Epoch(train) [181][2300/5005] lr: 2.3369e-03 eta: 3:45:20 time: 0.1426 data_time: 0.0024 memory: 4390 loss: 2.2381 2022/12/07 23:22:30 - mmengine - INFO - Epoch(train) [181][2400/5005] lr: 2.3322e-03 eta: 3:45:06 time: 0.1393 data_time: 0.0024 memory: 4390 loss: 2.4792 2022/12/07 23:22:44 - mmengine - INFO - Epoch(train) [181][2500/5005] lr: 2.3275e-03 eta: 3:44:53 time: 0.1396 data_time: 0.0025 memory: 4390 loss: 2.1619 2022/12/07 23:22:58 - mmengine - INFO - Epoch(train) [181][2600/5005] lr: 2.3227e-03 eta: 3:44:39 time: 0.1435 data_time: 0.0026 memory: 4390 loss: 2.5148 2022/12/07 23:23:13 - mmengine - INFO - Epoch(train) [181][2700/5005] lr: 2.3180e-03 eta: 3:44:25 time: 0.1394 data_time: 0.0023 memory: 4390 loss: 2.6604 2022/12/07 23:23:27 - mmengine - INFO - Epoch(train) [181][2800/5005] lr: 2.3133e-03 eta: 3:44:11 time: 0.1400 data_time: 0.0023 memory: 4390 loss: 2.8019 2022/12/07 23:23:41 - mmengine - INFO - Epoch(train) [181][2900/5005] lr: 2.3086e-03 eta: 3:43:57 time: 0.1436 data_time: 0.0027 memory: 4390 loss: 3.1146 2022/12/07 23:23:55 - mmengine - INFO - Epoch(train) [181][3000/5005] lr: 2.3039e-03 eta: 3:43:44 time: 0.1388 data_time: 0.0023 memory: 4390 loss: 2.6021 2022/12/07 23:24:10 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:24:10 - mmengine - INFO - Epoch(train) [181][3100/5005] lr: 2.2991e-03 eta: 3:43:30 time: 0.1420 data_time: 0.0025 memory: 4390 loss: 2.4603 2022/12/07 23:24:24 - mmengine - INFO - Epoch(train) [181][3200/5005] lr: 2.2944e-03 eta: 3:43:16 time: 0.1411 data_time: 0.0027 memory: 4390 loss: 2.8967 2022/12/07 23:24:38 - mmengine - INFO - Epoch(train) [181][3300/5005] lr: 2.2898e-03 eta: 3:43:02 time: 0.1403 data_time: 0.0022 memory: 4390 loss: 2.4130 2022/12/07 23:24:52 - mmengine - INFO - Epoch(train) [181][3400/5005] lr: 2.2851e-03 eta: 3:42:48 time: 0.1390 data_time: 0.0023 memory: 4390 loss: 2.7208 2022/12/07 23:25:06 - mmengine - INFO - Epoch(train) [181][3500/5005] lr: 2.2804e-03 eta: 3:42:35 time: 0.1398 data_time: 0.0023 memory: 4390 loss: 2.6693 2022/12/07 23:25:21 - mmengine - INFO - Epoch(train) [181][3600/5005] lr: 2.2757e-03 eta: 3:42:21 time: 0.1394 data_time: 0.0023 memory: 4390 loss: 2.7992 2022/12/07 23:25:35 - mmengine - INFO - Epoch(train) [181][3700/5005] lr: 2.2710e-03 eta: 3:42:07 time: 0.1393 data_time: 0.0023 memory: 4390 loss: 2.7141 2022/12/07 23:25:49 - mmengine - INFO - Epoch(train) [181][3800/5005] lr: 2.2663e-03 eta: 3:41:53 time: 0.1390 data_time: 0.0022 memory: 4390 loss: 2.7564 2022/12/07 23:26:03 - mmengine - INFO - Epoch(train) [181][3900/5005] lr: 2.2617e-03 eta: 3:41:39 time: 0.1416 data_time: 0.0024 memory: 4390 loss: 2.3178 2022/12/07 23:26:17 - mmengine - INFO - Epoch(train) [181][4000/5005] lr: 2.2570e-03 eta: 3:41:26 time: 0.1404 data_time: 0.0026 memory: 4390 loss: 2.3830 2022/12/07 23:26:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:26:32 - mmengine - INFO - Epoch(train) [181][4100/5005] lr: 2.2523e-03 eta: 3:41:12 time: 0.1557 data_time: 0.0026 memory: 4390 loss: 2.3770 2022/12/07 23:26:46 - mmengine - INFO - Epoch(train) [181][4200/5005] lr: 2.2477e-03 eta: 3:40:58 time: 0.1402 data_time: 0.0024 memory: 4390 loss: 2.1977 2022/12/07 23:27:00 - mmengine - INFO - Epoch(train) [181][4300/5005] lr: 2.2430e-03 eta: 3:40:44 time: 0.1395 data_time: 0.0024 memory: 4390 loss: 2.6205 2022/12/07 23:27:14 - mmengine - INFO - Epoch(train) [181][4400/5005] lr: 2.2384e-03 eta: 3:40:30 time: 0.1395 data_time: 0.0024 memory: 4390 loss: 2.3006 2022/12/07 23:27:28 - mmengine - INFO - Epoch(train) [181][4500/5005] lr: 2.2338e-03 eta: 3:40:17 time: 0.1391 data_time: 0.0023 memory: 4390 loss: 2.5131 2022/12/07 23:27:42 - mmengine - INFO - Epoch(train) [181][4600/5005] lr: 2.2291e-03 eta: 3:40:03 time: 0.1391 data_time: 0.0024 memory: 4390 loss: 2.6451 2022/12/07 23:27:56 - mmengine - INFO - Epoch(train) [181][4700/5005] lr: 2.2245e-03 eta: 3:39:49 time: 0.1391 data_time: 0.0023 memory: 4390 loss: 2.6909 2022/12/07 23:28:11 - mmengine - INFO - Epoch(train) [181][4800/5005] lr: 2.2199e-03 eta: 3:39:35 time: 0.1421 data_time: 0.0025 memory: 4390 loss: 3.1165 2022/12/07 23:28:25 - mmengine - INFO - Epoch(train) [181][4900/5005] lr: 2.2152e-03 eta: 3:39:21 time: 0.1419 data_time: 0.0024 memory: 4390 loss: 2.6447 2022/12/07 23:28:39 - mmengine - INFO - Epoch(train) [181][5000/5005] lr: 2.2106e-03 eta: 3:39:08 time: 0.1427 data_time: 0.0031 memory: 4390 loss: 2.2935 2022/12/07 23:28:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:28:40 - mmengine - INFO - Saving checkpoint at 181 epochs 2022/12/07 23:28:50 - mmengine - INFO - Epoch(val) [181][100/196] eta: 0:00:07 time: 0.0725 data_time: 0.0416 memory: 4390 2022/12/07 23:29:10 - mmengine - INFO - Epoch(val) [181][196/196] accuracy/top1: 79.1240 accuracy/top5: 94.6400 2022/12/07 23:29:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:29:24 - mmengine - INFO - Epoch(train) [182][ 100/5005] lr: 2.2058e-03 eta: 3:38:53 time: 0.1413 data_time: 0.0026 memory: 4390 loss: 2.8034 2022/12/07 23:29:39 - mmengine - INFO - Epoch(train) [182][ 200/5005] lr: 2.2012e-03 eta: 3:38:39 time: 0.1471 data_time: 0.0025 memory: 4390 loss: 2.3413 2022/12/07 23:29:53 - mmengine - INFO - Epoch(train) [182][ 300/5005] lr: 2.1966e-03 eta: 3:38:26 time: 0.1415 data_time: 0.0026 memory: 4390 loss: 2.8067 2022/12/07 23:30:07 - mmengine - INFO - Epoch(train) [182][ 400/5005] lr: 2.1920e-03 eta: 3:38:12 time: 0.1433 data_time: 0.0025 memory: 4390 loss: 2.4844 2022/12/07 23:30:22 - mmengine - INFO - Epoch(train) [182][ 500/5005] lr: 2.1874e-03 eta: 3:37:58 time: 0.1407 data_time: 0.0026 memory: 4390 loss: 2.4118 2022/12/07 23:30:36 - mmengine - INFO - Epoch(train) [182][ 600/5005] lr: 2.1828e-03 eta: 3:37:44 time: 0.1397 data_time: 0.0025 memory: 4390 loss: 2.4421 2022/12/07 23:30:50 - mmengine - INFO - Epoch(train) [182][ 700/5005] lr: 2.1782e-03 eta: 3:37:30 time: 0.1405 data_time: 0.0026 memory: 4390 loss: 2.5943 2022/12/07 23:31:04 - mmengine - INFO - Epoch(train) [182][ 800/5005] lr: 2.1736e-03 eta: 3:37:17 time: 0.1406 data_time: 0.0026 memory: 4390 loss: 2.2669 2022/12/07 23:31:19 - mmengine - INFO - Epoch(train) [182][ 900/5005] lr: 2.1691e-03 eta: 3:37:03 time: 0.1422 data_time: 0.0025 memory: 4390 loss: 2.4474 2022/12/07 23:31:33 - mmengine - INFO - Epoch(train) [182][1000/5005] lr: 2.1645e-03 eta: 3:36:49 time: 0.1415 data_time: 0.0024 memory: 4390 loss: 2.4896 2022/12/07 23:31:47 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:31:48 - mmengine - INFO - Epoch(train) [182][1100/5005] lr: 2.1599e-03 eta: 3:36:35 time: 0.1434 data_time: 0.0026 memory: 4390 loss: 2.4981 2022/12/07 23:32:02 - mmengine - INFO - Epoch(train) [182][1200/5005] lr: 2.1554e-03 eta: 3:36:21 time: 0.1401 data_time: 0.0025 memory: 4390 loss: 2.3209 2022/12/07 23:32:16 - mmengine - INFO - Epoch(train) [182][1300/5005] lr: 2.1508e-03 eta: 3:36:08 time: 0.1417 data_time: 0.0025 memory: 4390 loss: 2.4279 2022/12/07 23:32:30 - mmengine - INFO - Epoch(train) [182][1400/5005] lr: 2.1463e-03 eta: 3:35:54 time: 0.1402 data_time: 0.0024 memory: 4390 loss: 2.7716 2022/12/07 23:32:45 - mmengine - INFO - Epoch(train) [182][1500/5005] lr: 2.1417e-03 eta: 3:35:40 time: 0.1400 data_time: 0.0024 memory: 4390 loss: 2.4352 2022/12/07 23:32:59 - mmengine - INFO - Epoch(train) [182][1600/5005] lr: 2.1372e-03 eta: 3:35:26 time: 0.1419 data_time: 0.0023 memory: 4390 loss: 2.7399 2022/12/07 23:33:13 - mmengine - INFO - Epoch(train) [182][1700/5005] lr: 2.1326e-03 eta: 3:35:12 time: 0.1420 data_time: 0.0023 memory: 4390 loss: 2.3592 2022/12/07 23:33:28 - mmengine - INFO - Epoch(train) [182][1800/5005] lr: 2.1281e-03 eta: 3:34:59 time: 0.1417 data_time: 0.0025 memory: 4390 loss: 2.7072 2022/12/07 23:33:42 - mmengine - INFO - Epoch(train) [182][1900/5005] lr: 2.1236e-03 eta: 3:34:45 time: 0.1400 data_time: 0.0025 memory: 4390 loss: 2.0898 2022/12/07 23:33:56 - mmengine - INFO - Epoch(train) [182][2000/5005] lr: 2.1191e-03 eta: 3:34:31 time: 0.1404 data_time: 0.0024 memory: 4390 loss: 1.9940 2022/12/07 23:34:09 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:34:10 - mmengine - INFO - Epoch(train) [182][2100/5005] lr: 2.1145e-03 eta: 3:34:17 time: 0.1394 data_time: 0.0025 memory: 4390 loss: 2.3356 2022/12/07 23:34:24 - mmengine - INFO - Epoch(train) [182][2200/5005] lr: 2.1100e-03 eta: 3:34:03 time: 0.1396 data_time: 0.0026 memory: 4390 loss: 2.9285 2022/12/07 23:34:38 - mmengine - INFO - Epoch(train) [182][2300/5005] lr: 2.1055e-03 eta: 3:33:50 time: 0.1406 data_time: 0.0024 memory: 4390 loss: 2.1133 2022/12/07 23:34:53 - mmengine - INFO - Epoch(train) [182][2400/5005] lr: 2.1010e-03 eta: 3:33:36 time: 0.1395 data_time: 0.0025 memory: 4390 loss: 2.7064 2022/12/07 23:35:07 - mmengine - INFO - Epoch(train) [182][2500/5005] lr: 2.0965e-03 eta: 3:33:22 time: 0.1392 data_time: 0.0024 memory: 4390 loss: 2.3864 2022/12/07 23:35:21 - mmengine - INFO - Epoch(train) [182][2600/5005] lr: 2.0920e-03 eta: 3:33:08 time: 0.1406 data_time: 0.0033 memory: 4390 loss: 2.5484 2022/12/07 23:35:36 - mmengine - INFO - Epoch(train) [182][2700/5005] lr: 2.0875e-03 eta: 3:32:54 time: 0.1418 data_time: 0.0029 memory: 4390 loss: 2.0261 2022/12/07 23:35:50 - mmengine - INFO - Epoch(train) [182][2800/5005] lr: 2.0830e-03 eta: 3:32:41 time: 0.1408 data_time: 0.0030 memory: 4390 loss: 2.6421 2022/12/07 23:36:04 - mmengine - INFO - Epoch(train) [182][2900/5005] lr: 2.0786e-03 eta: 3:32:27 time: 0.1499 data_time: 0.0031 memory: 4390 loss: 2.7517 2022/12/07 23:36:19 - mmengine - INFO - Epoch(train) [182][3000/5005] lr: 2.0741e-03 eta: 3:32:13 time: 0.1432 data_time: 0.0031 memory: 4390 loss: 2.3296 2022/12/07 23:36:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:36:33 - mmengine - INFO - Epoch(train) [182][3100/5005] lr: 2.0696e-03 eta: 3:31:59 time: 0.1401 data_time: 0.0034 memory: 4390 loss: 2.2648 2022/12/07 23:36:47 - mmengine - INFO - Epoch(train) [182][3200/5005] lr: 2.0652e-03 eta: 3:31:46 time: 0.1402 data_time: 0.0034 memory: 4390 loss: 2.6175 2022/12/07 23:37:02 - mmengine - INFO - Epoch(train) [182][3300/5005] lr: 2.0607e-03 eta: 3:31:32 time: 0.1433 data_time: 0.0025 memory: 4390 loss: 2.3680 2022/12/07 23:37:16 - mmengine - INFO - Epoch(train) [182][3400/5005] lr: 2.0562e-03 eta: 3:31:18 time: 0.1414 data_time: 0.0025 memory: 4390 loss: 2.4306 2022/12/07 23:37:30 - mmengine - INFO - Epoch(train) [182][3500/5005] lr: 2.0518e-03 eta: 3:31:04 time: 0.1406 data_time: 0.0024 memory: 4390 loss: 2.7332 2022/12/07 23:37:45 - mmengine - INFO - Epoch(train) [182][3600/5005] lr: 2.0473e-03 eta: 3:30:50 time: 0.1550 data_time: 0.0024 memory: 4390 loss: 2.4892 2022/12/07 23:37:59 - mmengine - INFO - Epoch(train) [182][3700/5005] lr: 2.0429e-03 eta: 3:30:37 time: 0.1412 data_time: 0.0024 memory: 4390 loss: 2.4098 2022/12/07 23:38:14 - mmengine - INFO - Epoch(train) [182][3800/5005] lr: 2.0385e-03 eta: 3:30:23 time: 0.1417 data_time: 0.0031 memory: 4390 loss: 1.9574 2022/12/07 23:38:28 - mmengine - INFO - Epoch(train) [182][3900/5005] lr: 2.0340e-03 eta: 3:30:09 time: 0.1415 data_time: 0.0025 memory: 4390 loss: 2.6490 2022/12/07 23:38:42 - mmengine - INFO - Epoch(train) [182][4000/5005] lr: 2.0296e-03 eta: 3:29:55 time: 0.1403 data_time: 0.0027 memory: 4390 loss: 2.3658 2022/12/07 23:38:56 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:38:56 - mmengine - INFO - Epoch(train) [182][4100/5005] lr: 2.0252e-03 eta: 3:29:41 time: 0.1400 data_time: 0.0031 memory: 4390 loss: 2.4406 2022/12/07 23:39:11 - mmengine - INFO - Epoch(train) [182][4200/5005] lr: 2.0208e-03 eta: 3:29:28 time: 0.1411 data_time: 0.0026 memory: 4390 loss: 2.5766 2022/12/07 23:39:25 - mmengine - INFO - Epoch(train) [182][4300/5005] lr: 2.0163e-03 eta: 3:29:14 time: 0.1409 data_time: 0.0025 memory: 4390 loss: 2.3020 2022/12/07 23:39:39 - mmengine - INFO - Epoch(train) [182][4400/5005] lr: 2.0119e-03 eta: 3:29:00 time: 0.1402 data_time: 0.0024 memory: 4390 loss: 2.5301 2022/12/07 23:39:54 - mmengine - INFO - Epoch(train) [182][4500/5005] lr: 2.0075e-03 eta: 3:28:46 time: 0.1402 data_time: 0.0025 memory: 4390 loss: 2.6904 2022/12/07 23:40:08 - mmengine - INFO - Epoch(train) [182][4600/5005] lr: 2.0031e-03 eta: 3:28:32 time: 0.1404 data_time: 0.0024 memory: 4390 loss: 2.5729 2022/12/07 23:40:22 - mmengine - INFO - Epoch(train) [182][4700/5005] lr: 1.9987e-03 eta: 3:28:19 time: 0.1407 data_time: 0.0026 memory: 4390 loss: 2.6993 2022/12/07 23:40:37 - mmengine - INFO - Epoch(train) [182][4800/5005] lr: 1.9943e-03 eta: 3:28:05 time: 0.1450 data_time: 0.0026 memory: 4390 loss: 2.5271 2022/12/07 23:40:51 - mmengine - INFO - Epoch(train) [182][4900/5005] lr: 1.9900e-03 eta: 3:27:51 time: 0.1435 data_time: 0.0029 memory: 4390 loss: 2.6206 2022/12/07 23:41:06 - mmengine - INFO - Epoch(train) [182][5000/5005] lr: 1.9856e-03 eta: 3:27:37 time: 0.1449 data_time: 0.0032 memory: 4390 loss: 2.7328 2022/12/07 23:41:06 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:41:06 - mmengine - INFO - Saving checkpoint at 182 epochs 2022/12/07 23:41:17 - mmengine - INFO - Epoch(val) [182][100/196] eta: 0:00:07 time: 0.0835 data_time: 0.0455 memory: 4390 2022/12/07 23:41:35 - mmengine - INFO - Epoch(val) [182][196/196] accuracy/top1: 79.4840 accuracy/top5: 94.7040 2022/12/07 23:41:49 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:41:50 - mmengine - INFO - Epoch(train) [183][ 100/5005] lr: 1.9810e-03 eta: 3:27:23 time: 0.1391 data_time: 0.0024 memory: 4390 loss: 2.9196 2022/12/07 23:42:04 - mmengine - INFO - Epoch(train) [183][ 200/5005] lr: 1.9766e-03 eta: 3:27:09 time: 0.1393 data_time: 0.0028 memory: 4390 loss: 2.4749 2022/12/07 23:42:19 - mmengine - INFO - Epoch(train) [183][ 300/5005] lr: 1.9722e-03 eta: 3:26:55 time: 0.1412 data_time: 0.0030 memory: 4390 loss: 2.4529 2022/12/07 23:42:33 - mmengine - INFO - Epoch(train) [183][ 400/5005] lr: 1.9679e-03 eta: 3:26:41 time: 0.1396 data_time: 0.0027 memory: 4390 loss: 2.7510 2022/12/07 23:42:47 - mmengine - INFO - Epoch(train) [183][ 500/5005] lr: 1.9635e-03 eta: 3:26:28 time: 0.1404 data_time: 0.0027 memory: 4390 loss: 2.9857 2022/12/07 23:43:02 - mmengine - INFO - Epoch(train) [183][ 600/5005] lr: 1.9592e-03 eta: 3:26:14 time: 0.1403 data_time: 0.0024 memory: 4390 loss: 2.6449 2022/12/07 23:43:16 - mmengine - INFO - Epoch(train) [183][ 700/5005] lr: 1.9548e-03 eta: 3:26:00 time: 0.1406 data_time: 0.0025 memory: 4390 loss: 2.3258 2022/12/07 23:43:31 - mmengine - INFO - Epoch(train) [183][ 800/5005] lr: 1.9505e-03 eta: 3:25:46 time: 0.1415 data_time: 0.0027 memory: 4390 loss: 2.5029 2022/12/07 23:43:45 - mmengine - INFO - Epoch(train) [183][ 900/5005] lr: 1.9461e-03 eta: 3:25:33 time: 0.1475 data_time: 0.0025 memory: 4390 loss: 2.8033 2022/12/07 23:44:00 - mmengine - INFO - Epoch(train) [183][1000/5005] lr: 1.9418e-03 eta: 3:25:19 time: 0.1411 data_time: 0.0025 memory: 4390 loss: 2.7246 2022/12/07 23:44:12 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:44:14 - mmengine - INFO - Epoch(train) [183][1100/5005] lr: 1.9375e-03 eta: 3:25:05 time: 0.1404 data_time: 0.0025 memory: 4390 loss: 2.5404 2022/12/07 23:44:28 - mmengine - INFO - Epoch(train) [183][1200/5005] lr: 1.9332e-03 eta: 3:24:51 time: 0.1400 data_time: 0.0034 memory: 4390 loss: 2.6910 2022/12/07 23:44:42 - mmengine - INFO - Epoch(train) [183][1300/5005] lr: 1.9288e-03 eta: 3:24:37 time: 0.1404 data_time: 0.0024 memory: 4390 loss: 2.7547 2022/12/07 23:44:57 - mmengine - INFO - Epoch(train) [183][1400/5005] lr: 1.9245e-03 eta: 3:24:24 time: 0.1396 data_time: 0.0025 memory: 4390 loss: 2.1560 2022/12/07 23:45:11 - mmengine - INFO - Epoch(train) [183][1500/5005] lr: 1.9202e-03 eta: 3:24:10 time: 0.1403 data_time: 0.0025 memory: 4390 loss: 2.0926 2022/12/07 23:45:25 - mmengine - INFO - Epoch(train) [183][1600/5005] lr: 1.9159e-03 eta: 3:23:56 time: 0.1434 data_time: 0.0029 memory: 4390 loss: 2.6090 2022/12/07 23:45:40 - mmengine - INFO - Epoch(train) [183][1700/5005] lr: 1.9116e-03 eta: 3:23:42 time: 0.1418 data_time: 0.0031 memory: 4390 loss: 2.8467 2022/12/07 23:45:54 - mmengine - INFO - Epoch(train) [183][1800/5005] lr: 1.9073e-03 eta: 3:23:28 time: 0.1475 data_time: 0.0034 memory: 4390 loss: 2.6610 2022/12/07 23:46:09 - mmengine - INFO - Epoch(train) [183][1900/5005] lr: 1.9030e-03 eta: 3:23:15 time: 0.1424 data_time: 0.0030 memory: 4390 loss: 2.4095 2022/12/07 23:46:23 - mmengine - INFO - Epoch(train) [183][2000/5005] lr: 1.8987e-03 eta: 3:23:01 time: 0.1412 data_time: 0.0031 memory: 4390 loss: 2.4917 2022/12/07 23:46:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:46:37 - mmengine - INFO - Epoch(train) [183][2100/5005] lr: 1.8945e-03 eta: 3:22:47 time: 0.1410 data_time: 0.0028 memory: 4390 loss: 2.8497 2022/12/07 23:46:51 - mmengine - INFO - Epoch(train) [183][2200/5005] lr: 1.8902e-03 eta: 3:22:33 time: 0.1411 data_time: 0.0031 memory: 4390 loss: 2.9125 2022/12/07 23:47:06 - mmengine - INFO - Epoch(train) [183][2300/5005] lr: 1.8859e-03 eta: 3:22:19 time: 0.1411 data_time: 0.0030 memory: 4390 loss: 2.4040 2022/12/07 23:47:20 - mmengine - INFO - Epoch(train) [183][2400/5005] lr: 1.8816e-03 eta: 3:22:06 time: 0.1437 data_time: 0.0030 memory: 4390 loss: 2.1326 2022/12/07 23:47:34 - mmengine - INFO - Epoch(train) [183][2500/5005] lr: 1.8774e-03 eta: 3:21:52 time: 0.1398 data_time: 0.0032 memory: 4390 loss: 2.3169 2022/12/07 23:47:49 - mmengine - INFO - Epoch(train) [183][2600/5005] lr: 1.8731e-03 eta: 3:21:38 time: 0.1404 data_time: 0.0030 memory: 4390 loss: 2.4010 2022/12/07 23:48:03 - mmengine - INFO - Epoch(train) [183][2700/5005] lr: 1.8689e-03 eta: 3:21:24 time: 0.1434 data_time: 0.0025 memory: 4390 loss: 2.8188 2022/12/07 23:48:18 - mmengine - INFO - Epoch(train) [183][2800/5005] lr: 1.8646e-03 eta: 3:21:10 time: 0.1419 data_time: 0.0024 memory: 4390 loss: 2.5771 2022/12/07 23:48:32 - mmengine - INFO - Epoch(train) [183][2900/5005] lr: 1.8604e-03 eta: 3:20:57 time: 0.1428 data_time: 0.0040 memory: 4390 loss: 2.8001 2022/12/07 23:48:46 - mmengine - INFO - Epoch(train) [183][3000/5005] lr: 1.8561e-03 eta: 3:20:43 time: 0.1395 data_time: 0.0024 memory: 4390 loss: 2.7975 2022/12/07 23:48:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:49:01 - mmengine - INFO - Epoch(train) [183][3100/5005] lr: 1.8519e-03 eta: 3:20:29 time: 0.1407 data_time: 0.0025 memory: 4390 loss: 2.4257 2022/12/07 23:49:15 - mmengine - INFO - Epoch(train) [183][3200/5005] lr: 1.8477e-03 eta: 3:20:15 time: 0.1425 data_time: 0.0026 memory: 4390 loss: 2.8654 2022/12/07 23:49:29 - mmengine - INFO - Epoch(train) [183][3300/5005] lr: 1.8435e-03 eta: 3:20:01 time: 0.1402 data_time: 0.0024 memory: 4390 loss: 2.6691 2022/12/07 23:49:44 - mmengine - INFO - Epoch(train) [183][3400/5005] lr: 1.8392e-03 eta: 3:19:48 time: 0.1411 data_time: 0.0025 memory: 4390 loss: 2.3579 2022/12/07 23:49:58 - mmengine - INFO - Epoch(train) [183][3500/5005] lr: 1.8350e-03 eta: 3:19:34 time: 0.1401 data_time: 0.0024 memory: 4390 loss: 2.9656 2022/12/07 23:50:12 - mmengine - INFO - Epoch(train) [183][3600/5005] lr: 1.8308e-03 eta: 3:19:20 time: 0.1411 data_time: 0.0023 memory: 4390 loss: 2.4484 2022/12/07 23:50:27 - mmengine - INFO - Epoch(train) [183][3700/5005] lr: 1.8266e-03 eta: 3:19:06 time: 0.1410 data_time: 0.0026 memory: 4390 loss: 2.6538 2022/12/07 23:50:41 - mmengine - INFO - Epoch(train) [183][3800/5005] lr: 1.8224e-03 eta: 3:18:53 time: 0.1430 data_time: 0.0025 memory: 4390 loss: 2.9079 2022/12/07 23:50:55 - mmengine - INFO - Epoch(train) [183][3900/5005] lr: 1.8182e-03 eta: 3:18:39 time: 0.1403 data_time: 0.0026 memory: 4390 loss: 2.5728 2022/12/07 23:51:09 - mmengine - INFO - Epoch(train) [183][4000/5005] lr: 1.8140e-03 eta: 3:18:25 time: 0.1411 data_time: 0.0026 memory: 4390 loss: 2.7806 2022/12/07 23:51:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:51:24 - mmengine - INFO - Epoch(train) [183][4100/5005] lr: 1.8098e-03 eta: 3:18:11 time: 0.1413 data_time: 0.0025 memory: 4390 loss: 2.7268 2022/12/07 23:51:38 - mmengine - INFO - Epoch(train) [183][4200/5005] lr: 1.8057e-03 eta: 3:17:57 time: 0.1393 data_time: 0.0025 memory: 4390 loss: 2.4458 2022/12/07 23:51:52 - mmengine - INFO - Epoch(train) [183][4300/5005] lr: 1.8015e-03 eta: 3:17:43 time: 0.1390 data_time: 0.0024 memory: 4390 loss: 2.4386 2022/12/07 23:52:06 - mmengine - INFO - Epoch(train) [183][4400/5005] lr: 1.7973e-03 eta: 3:17:30 time: 0.1394 data_time: 0.0027 memory: 4390 loss: 2.2069 2022/12/07 23:52:20 - mmengine - INFO - Epoch(train) [183][4500/5005] lr: 1.7931e-03 eta: 3:17:16 time: 0.1396 data_time: 0.0025 memory: 4390 loss: 2.1243 2022/12/07 23:52:34 - mmengine - INFO - Epoch(train) [183][4600/5005] lr: 1.7890e-03 eta: 3:17:02 time: 0.1400 data_time: 0.0027 memory: 4390 loss: 2.4961 2022/12/07 23:52:48 - mmengine - INFO - Epoch(train) [183][4700/5005] lr: 1.7848e-03 eta: 3:16:48 time: 0.1393 data_time: 0.0026 memory: 4390 loss: 2.1746 2022/12/07 23:53:03 - mmengine - INFO - Epoch(train) [183][4800/5005] lr: 1.7807e-03 eta: 3:16:34 time: 0.1411 data_time: 0.0026 memory: 4390 loss: 2.5790 2022/12/07 23:53:17 - mmengine - INFO - Epoch(train) [183][4900/5005] lr: 1.7765e-03 eta: 3:16:21 time: 0.1424 data_time: 0.0025 memory: 4390 loss: 2.8910 2022/12/07 23:53:31 - mmengine - INFO - Epoch(train) [183][5000/5005] lr: 1.7724e-03 eta: 3:16:07 time: 0.1411 data_time: 0.0032 memory: 4390 loss: 2.7979 2022/12/07 23:53:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:53:32 - mmengine - INFO - Saving checkpoint at 183 epochs 2022/12/07 23:53:42 - mmengine - INFO - Epoch(val) [183][100/196] eta: 0:00:07 time: 0.0839 data_time: 0.0527 memory: 4390 2022/12/07 23:54:01 - mmengine - INFO - Epoch(val) [183][196/196] accuracy/top1: 79.4980 accuracy/top5: 94.7580 2022/12/07 23:54:13 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:54:15 - mmengine - INFO - Epoch(train) [184][ 100/5005] lr: 1.7680e-03 eta: 3:15:52 time: 0.1391 data_time: 0.0024 memory: 4391 loss: 2.6234 2022/12/07 23:54:30 - mmengine - INFO - Epoch(train) [184][ 200/5005] lr: 1.7639e-03 eta: 3:15:39 time: 0.1396 data_time: 0.0032 memory: 4390 loss: 2.4451 2022/12/07 23:54:44 - mmengine - INFO - Epoch(train) [184][ 300/5005] lr: 1.7598e-03 eta: 3:15:25 time: 0.1395 data_time: 0.0031 memory: 4390 loss: 2.5189 2022/12/07 23:54:58 - mmengine - INFO - Epoch(train) [184][ 400/5005] lr: 1.7556e-03 eta: 3:15:11 time: 0.1404 data_time: 0.0030 memory: 4390 loss: 2.6020 2022/12/07 23:55:12 - mmengine - INFO - Epoch(train) [184][ 500/5005] lr: 1.7515e-03 eta: 3:14:57 time: 0.1401 data_time: 0.0031 memory: 4390 loss: 2.6077 2022/12/07 23:55:26 - mmengine - INFO - Epoch(train) [184][ 600/5005] lr: 1.7474e-03 eta: 3:14:43 time: 0.1405 data_time: 0.0031 memory: 4390 loss: 2.6966 2022/12/07 23:55:41 - mmengine - INFO - Epoch(train) [184][ 700/5005] lr: 1.7433e-03 eta: 3:14:29 time: 0.1414 data_time: 0.0031 memory: 4390 loss: 2.7159 2022/12/07 23:55:55 - mmengine - INFO - Epoch(train) [184][ 800/5005] lr: 1.7392e-03 eta: 3:14:16 time: 0.1396 data_time: 0.0031 memory: 4390 loss: 2.4250 2022/12/07 23:56:09 - mmengine - INFO - Epoch(train) [184][ 900/5005] lr: 1.7351e-03 eta: 3:14:02 time: 0.1395 data_time: 0.0031 memory: 4390 loss: 2.6523 2022/12/07 23:56:23 - mmengine - INFO - Epoch(train) [184][1000/5005] lr: 1.7310e-03 eta: 3:13:48 time: 0.1398 data_time: 0.0031 memory: 4390 loss: 3.0856 2022/12/07 23:56:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:56:38 - mmengine - INFO - Epoch(train) [184][1100/5005] lr: 1.7269e-03 eta: 3:13:34 time: 0.1421 data_time: 0.0030 memory: 4390 loss: 2.5617 2022/12/07 23:56:52 - mmengine - INFO - Epoch(train) [184][1200/5005] lr: 1.7228e-03 eta: 3:13:20 time: 0.1403 data_time: 0.0033 memory: 4390 loss: 2.9014 2022/12/07 23:57:07 - mmengine - INFO - Epoch(train) [184][1300/5005] lr: 1.7187e-03 eta: 3:13:07 time: 0.1399 data_time: 0.0036 memory: 4390 loss: 2.2007 2022/12/07 23:57:21 - mmengine - INFO - Epoch(train) [184][1400/5005] lr: 1.7147e-03 eta: 3:12:53 time: 0.1396 data_time: 0.0035 memory: 4390 loss: 2.7725 2022/12/07 23:57:35 - mmengine - INFO - Epoch(train) [184][1500/5005] lr: 1.7106e-03 eta: 3:12:39 time: 0.1428 data_time: 0.0033 memory: 4390 loss: 2.2376 2022/12/07 23:57:50 - mmengine - INFO - Epoch(train) [184][1600/5005] lr: 1.7065e-03 eta: 3:12:25 time: 0.1419 data_time: 0.0032 memory: 4390 loss: 2.3313 2022/12/07 23:58:04 - mmengine - INFO - Epoch(train) [184][1700/5005] lr: 1.7025e-03 eta: 3:12:11 time: 0.1400 data_time: 0.0033 memory: 4390 loss: 2.6474 2022/12/07 23:58:18 - mmengine - INFO - Epoch(train) [184][1800/5005] lr: 1.6984e-03 eta: 3:11:58 time: 0.1398 data_time: 0.0027 memory: 4390 loss: 2.4419 2022/12/07 23:58:32 - mmengine - INFO - Epoch(train) [184][1900/5005] lr: 1.6944e-03 eta: 3:11:44 time: 0.1406 data_time: 0.0033 memory: 4390 loss: 1.9747 2022/12/07 23:58:46 - mmengine - INFO - Epoch(train) [184][2000/5005] lr: 1.6903e-03 eta: 3:11:30 time: 0.1407 data_time: 0.0033 memory: 4390 loss: 2.5791 2022/12/07 23:58:58 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/07 23:59:01 - mmengine - INFO - Epoch(train) [184][2100/5005] lr: 1.6863e-03 eta: 3:11:16 time: 0.1402 data_time: 0.0033 memory: 4390 loss: 2.5667 2022/12/07 23:59:15 - mmengine - INFO - Epoch(train) [184][2200/5005] lr: 1.6822e-03 eta: 3:11:02 time: 0.1409 data_time: 0.0034 memory: 4390 loss: 2.4388 2022/12/07 23:59:29 - mmengine - INFO - Epoch(train) [184][2300/5005] lr: 1.6782e-03 eta: 3:10:49 time: 0.1394 data_time: 0.0033 memory: 4390 loss: 2.7846 2022/12/07 23:59:43 - mmengine - INFO - Epoch(train) [184][2400/5005] lr: 1.6742e-03 eta: 3:10:35 time: 0.1400 data_time: 0.0034 memory: 4390 loss: 2.5836 2022/12/07 23:59:58 - mmengine - INFO - Epoch(train) [184][2500/5005] lr: 1.6701e-03 eta: 3:10:21 time: 0.1396 data_time: 0.0033 memory: 4390 loss: 2.6837 2022/12/08 00:00:12 - mmengine - INFO - Epoch(train) [184][2600/5005] lr: 1.6661e-03 eta: 3:10:07 time: 0.1399 data_time: 0.0032 memory: 4390 loss: 2.3399 2022/12/08 00:00:26 - mmengine - INFO - Epoch(train) [184][2700/5005] lr: 1.6621e-03 eta: 3:09:53 time: 0.1417 data_time: 0.0033 memory: 4390 loss: 2.7307 2022/12/08 00:00:41 - mmengine - INFO - Epoch(train) [184][2800/5005] lr: 1.6581e-03 eta: 3:09:40 time: 0.1416 data_time: 0.0034 memory: 4390 loss: 2.4353 2022/12/08 00:00:55 - mmengine - INFO - Epoch(train) [184][2900/5005] lr: 1.6541e-03 eta: 3:09:26 time: 0.1412 data_time: 0.0036 memory: 4390 loss: 2.5898 2022/12/08 00:01:10 - mmengine - INFO - Epoch(train) [184][3000/5005] lr: 1.6501e-03 eta: 3:09:12 time: 0.1419 data_time: 0.0037 memory: 4390 loss: 2.3007 2022/12/08 00:01:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:01:24 - mmengine - INFO - Epoch(train) [184][3100/5005] lr: 1.6461e-03 eta: 3:08:58 time: 0.1420 data_time: 0.0036 memory: 4390 loss: 2.5675 2022/12/08 00:01:39 - mmengine - INFO - Epoch(train) [184][3200/5005] lr: 1.6421e-03 eta: 3:08:44 time: 0.1422 data_time: 0.0036 memory: 4390 loss: 2.4829 2022/12/08 00:01:53 - mmengine - INFO - Epoch(train) [184][3300/5005] lr: 1.6381e-03 eta: 3:08:31 time: 0.1422 data_time: 0.0036 memory: 4390 loss: 2.5474 2022/12/08 00:02:08 - mmengine - INFO - Epoch(train) [184][3400/5005] lr: 1.6341e-03 eta: 3:08:17 time: 0.1421 data_time: 0.0037 memory: 4390 loss: 2.5103 2022/12/08 00:02:22 - mmengine - INFO - Epoch(train) [184][3500/5005] lr: 1.6302e-03 eta: 3:08:03 time: 0.1422 data_time: 0.0037 memory: 4390 loss: 2.4616 2022/12/08 00:02:37 - mmengine - INFO - Epoch(train) [184][3600/5005] lr: 1.6262e-03 eta: 3:07:49 time: 0.1420 data_time: 0.0039 memory: 4390 loss: 2.6244 2022/12/08 00:02:51 - mmengine - INFO - Epoch(train) [184][3700/5005] lr: 1.6222e-03 eta: 3:07:35 time: 0.1424 data_time: 0.0032 memory: 4390 loss: 2.3508 2022/12/08 00:03:06 - mmengine - INFO - Epoch(train) [184][3800/5005] lr: 1.6183e-03 eta: 3:07:22 time: 0.1413 data_time: 0.0032 memory: 4390 loss: 2.5465 2022/12/08 00:03:20 - mmengine - INFO - Epoch(train) [184][3900/5005] lr: 1.6143e-03 eta: 3:07:08 time: 0.1400 data_time: 0.0034 memory: 4390 loss: 2.7517 2022/12/08 00:03:34 - mmengine - INFO - Epoch(train) [184][4000/5005] lr: 1.6103e-03 eta: 3:06:54 time: 0.1413 data_time: 0.0037 memory: 4390 loss: 2.1570 2022/12/08 00:03:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:03:49 - mmengine - INFO - Epoch(train) [184][4100/5005] lr: 1.6064e-03 eta: 3:06:40 time: 0.1416 data_time: 0.0034 memory: 4390 loss: 2.4859 2022/12/08 00:04:03 - mmengine - INFO - Epoch(train) [184][4200/5005] lr: 1.6025e-03 eta: 3:06:26 time: 0.1400 data_time: 0.0034 memory: 4390 loss: 2.3734 2022/12/08 00:04:17 - mmengine - INFO - Epoch(train) [184][4300/5005] lr: 1.5985e-03 eta: 3:06:13 time: 0.1406 data_time: 0.0035 memory: 4390 loss: 2.7201 2022/12/08 00:04:31 - mmengine - INFO - Epoch(train) [184][4400/5005] lr: 1.5946e-03 eta: 3:05:59 time: 0.1406 data_time: 0.0034 memory: 4390 loss: 2.0474 2022/12/08 00:04:46 - mmengine - INFO - Epoch(train) [184][4500/5005] lr: 1.5906e-03 eta: 3:05:45 time: 0.1451 data_time: 0.0030 memory: 4390 loss: 2.2097 2022/12/08 00:05:00 - mmengine - INFO - Epoch(train) [184][4600/5005] lr: 1.5867e-03 eta: 3:05:31 time: 0.1422 data_time: 0.0031 memory: 4390 loss: 2.3183 2022/12/08 00:05:15 - mmengine - INFO - Epoch(train) [184][4700/5005] lr: 1.5828e-03 eta: 3:05:17 time: 0.1414 data_time: 0.0031 memory: 4390 loss: 2.3211 2022/12/08 00:05:29 - mmengine - INFO - Epoch(train) [184][4800/5005] lr: 1.5789e-03 eta: 3:05:04 time: 0.1402 data_time: 0.0032 memory: 4390 loss: 2.4565 2022/12/08 00:05:43 - mmengine - INFO - Epoch(train) [184][4900/5005] lr: 1.5750e-03 eta: 3:04:50 time: 0.1430 data_time: 0.0031 memory: 4390 loss: 2.2770 2022/12/08 00:05:58 - mmengine - INFO - Epoch(train) [184][5000/5005] lr: 1.5711e-03 eta: 3:04:36 time: 0.1416 data_time: 0.0035 memory: 4390 loss: 2.3720 2022/12/08 00:05:58 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:05:58 - mmengine - INFO - Saving checkpoint at 184 epochs 2022/12/08 00:06:09 - mmengine - INFO - Epoch(val) [184][100/196] eta: 0:00:07 time: 0.0821 data_time: 0.0510 memory: 4390 2022/12/08 00:06:27 - mmengine - INFO - Epoch(val) [184][196/196] accuracy/top1: 79.2940 accuracy/top5: 94.8180 2022/12/08 00:06:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:06:42 - mmengine - INFO - Epoch(train) [185][ 100/5005] lr: 1.5670e-03 eta: 3:04:22 time: 0.1419 data_time: 0.0028 memory: 4391 loss: 2.3606 2022/12/08 00:06:57 - mmengine - INFO - Epoch(train) [185][ 200/5005] lr: 1.5631e-03 eta: 3:04:08 time: 0.1477 data_time: 0.0028 memory: 4390 loss: 3.0446 2022/12/08 00:07:11 - mmengine - INFO - Epoch(train) [185][ 300/5005] lr: 1.5592e-03 eta: 3:03:54 time: 0.1400 data_time: 0.0026 memory: 4390 loss: 2.7364 2022/12/08 00:07:25 - mmengine - INFO - Epoch(train) [185][ 400/5005] lr: 1.5553e-03 eta: 3:03:40 time: 0.1398 data_time: 0.0026 memory: 4390 loss: 2.5504 2022/12/08 00:07:40 - mmengine - INFO - Epoch(train) [185][ 500/5005] lr: 1.5514e-03 eta: 3:03:26 time: 0.1409 data_time: 0.0025 memory: 4390 loss: 2.7516 2022/12/08 00:07:54 - mmengine - INFO - Epoch(train) [185][ 600/5005] lr: 1.5476e-03 eta: 3:03:13 time: 0.1442 data_time: 0.0026 memory: 4390 loss: 2.1884 2022/12/08 00:08:08 - mmengine - INFO - Epoch(train) [185][ 700/5005] lr: 1.5437e-03 eta: 3:02:59 time: 0.1402 data_time: 0.0026 memory: 4390 loss: 2.7354 2022/12/08 00:08:22 - mmengine - INFO - Epoch(train) [185][ 800/5005] lr: 1.5398e-03 eta: 3:02:45 time: 0.1406 data_time: 0.0029 memory: 4390 loss: 2.4809 2022/12/08 00:08:37 - mmengine - INFO - Epoch(train) [185][ 900/5005] lr: 1.5360e-03 eta: 3:02:31 time: 0.1395 data_time: 0.0028 memory: 4390 loss: 2.6098 2022/12/08 00:08:51 - mmengine - INFO - Epoch(train) [185][1000/5005] lr: 1.5321e-03 eta: 3:02:17 time: 0.1397 data_time: 0.0025 memory: 4390 loss: 2.6349 2022/12/08 00:09:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:09:05 - mmengine - INFO - Epoch(train) [185][1100/5005] lr: 1.5282e-03 eta: 3:02:04 time: 0.1401 data_time: 0.0026 memory: 4390 loss: 2.4235 2022/12/08 00:09:19 - mmengine - INFO - Epoch(train) [185][1200/5005] lr: 1.5244e-03 eta: 3:01:50 time: 0.1390 data_time: 0.0026 memory: 4390 loss: 1.9435 2022/12/08 00:09:33 - mmengine - INFO - Epoch(train) [185][1300/5005] lr: 1.5206e-03 eta: 3:01:36 time: 0.1391 data_time: 0.0027 memory: 4390 loss: 2.1632 2022/12/08 00:09:47 - mmengine - INFO - Epoch(train) [185][1400/5005] lr: 1.5167e-03 eta: 3:01:22 time: 0.1397 data_time: 0.0025 memory: 4390 loss: 2.4903 2022/12/08 00:10:01 - mmengine - INFO - Epoch(train) [185][1500/5005] lr: 1.5129e-03 eta: 3:01:08 time: 0.1394 data_time: 0.0028 memory: 4390 loss: 2.5174 2022/12/08 00:10:16 - mmengine - INFO - Epoch(train) [185][1600/5005] lr: 1.5091e-03 eta: 3:00:54 time: 0.1493 data_time: 0.0026 memory: 4390 loss: 2.5170 2022/12/08 00:10:30 - mmengine - INFO - Epoch(train) [185][1700/5005] lr: 1.5052e-03 eta: 3:00:41 time: 0.1393 data_time: 0.0025 memory: 4390 loss: 2.7626 2022/12/08 00:10:44 - mmengine - INFO - Epoch(train) [185][1800/5005] lr: 1.5014e-03 eta: 3:00:27 time: 0.1393 data_time: 0.0026 memory: 4390 loss: 2.3220 2022/12/08 00:10:58 - mmengine - INFO - Epoch(train) [185][1900/5005] lr: 1.4976e-03 eta: 3:00:13 time: 0.1396 data_time: 0.0027 memory: 4390 loss: 2.5954 2022/12/08 00:11:12 - mmengine - INFO - Epoch(train) [185][2000/5005] lr: 1.4938e-03 eta: 2:59:59 time: 0.1400 data_time: 0.0026 memory: 4390 loss: 2.9693 2022/12/08 00:11:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:11:27 - mmengine - INFO - Epoch(train) [185][2100/5005] lr: 1.4900e-03 eta: 2:59:45 time: 0.1404 data_time: 0.0025 memory: 4390 loss: 2.6952 2022/12/08 00:11:41 - mmengine - INFO - Epoch(train) [185][2200/5005] lr: 1.4862e-03 eta: 2:59:32 time: 0.1430 data_time: 0.0029 memory: 4390 loss: 1.9167 2022/12/08 00:11:55 - mmengine - INFO - Epoch(train) [185][2300/5005] lr: 1.4824e-03 eta: 2:59:18 time: 0.1403 data_time: 0.0026 memory: 4390 loss: 2.6446 2022/12/08 00:12:09 - mmengine - INFO - Epoch(train) [185][2400/5005] lr: 1.4786e-03 eta: 2:59:04 time: 0.1403 data_time: 0.0026 memory: 4390 loss: 2.2892 2022/12/08 00:12:24 - mmengine - INFO - Epoch(train) [185][2500/5005] lr: 1.4748e-03 eta: 2:58:50 time: 0.1427 data_time: 0.0027 memory: 4390 loss: 2.6836 2022/12/08 00:12:38 - mmengine - INFO - Epoch(train) [185][2600/5005] lr: 1.4710e-03 eta: 2:58:36 time: 0.1495 data_time: 0.0025 memory: 4390 loss: 2.3917 2022/12/08 00:12:52 - mmengine - INFO - Epoch(train) [185][2700/5005] lr: 1.4673e-03 eta: 2:58:23 time: 0.1398 data_time: 0.0032 memory: 4390 loss: 2.5363 2022/12/08 00:13:07 - mmengine - INFO - Epoch(train) [185][2800/5005] lr: 1.4635e-03 eta: 2:58:09 time: 0.1402 data_time: 0.0034 memory: 4390 loss: 2.3856 2022/12/08 00:13:21 - mmengine - INFO - Epoch(train) [185][2900/5005] lr: 1.4597e-03 eta: 2:57:55 time: 0.1406 data_time: 0.0032 memory: 4390 loss: 2.5754 2022/12/08 00:13:36 - mmengine - INFO - Epoch(train) [185][3000/5005] lr: 1.4560e-03 eta: 2:57:41 time: 0.1445 data_time: 0.0038 memory: 4390 loss: 2.8093 2022/12/08 00:13:47 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:13:50 - mmengine - INFO - Epoch(train) [185][3100/5005] lr: 1.4522e-03 eta: 2:57:27 time: 0.1420 data_time: 0.0030 memory: 4390 loss: 2.7974 2022/12/08 00:14:04 - mmengine - INFO - Epoch(train) [185][3200/5005] lr: 1.4484e-03 eta: 2:57:13 time: 0.1400 data_time: 0.0032 memory: 4390 loss: 3.0319 2022/12/08 00:14:19 - mmengine - INFO - Epoch(train) [185][3300/5005] lr: 1.4447e-03 eta: 2:57:00 time: 0.1400 data_time: 0.0033 memory: 4390 loss: 2.2683 2022/12/08 00:14:33 - mmengine - INFO - Epoch(train) [185][3400/5005] lr: 1.4410e-03 eta: 2:56:46 time: 0.1420 data_time: 0.0028 memory: 4390 loss: 2.4437 2022/12/08 00:14:47 - mmengine - INFO - Epoch(train) [185][3500/5005] lr: 1.4372e-03 eta: 2:56:32 time: 0.1407 data_time: 0.0025 memory: 4390 loss: 2.3748 2022/12/08 00:15:01 - mmengine - INFO - Epoch(train) [185][3600/5005] lr: 1.4335e-03 eta: 2:56:18 time: 0.1402 data_time: 0.0026 memory: 4390 loss: 2.2375 2022/12/08 00:15:16 - mmengine - INFO - Epoch(train) [185][3700/5005] lr: 1.4298e-03 eta: 2:56:04 time: 0.1401 data_time: 0.0024 memory: 4390 loss: 2.7017 2022/12/08 00:15:30 - mmengine - INFO - Epoch(train) [185][3800/5005] lr: 1.4260e-03 eta: 2:55:51 time: 0.1403 data_time: 0.0024 memory: 4390 loss: 2.7481 2022/12/08 00:15:44 - mmengine - INFO - Epoch(train) [185][3900/5005] lr: 1.4223e-03 eta: 2:55:37 time: 0.1405 data_time: 0.0023 memory: 4390 loss: 2.2618 2022/12/08 00:15:58 - mmengine - INFO - Epoch(train) [185][4000/5005] lr: 1.4186e-03 eta: 2:55:23 time: 0.1401 data_time: 0.0026 memory: 4390 loss: 2.6423 2022/12/08 00:16:10 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:16:13 - mmengine - INFO - Epoch(train) [185][4100/5005] lr: 1.4149e-03 eta: 2:55:09 time: 0.1497 data_time: 0.0025 memory: 4390 loss: 2.7552 2022/12/08 00:16:27 - mmengine - INFO - Epoch(train) [185][4200/5005] lr: 1.4112e-03 eta: 2:54:55 time: 0.1418 data_time: 0.0026 memory: 4390 loss: 2.3915 2022/12/08 00:16:41 - mmengine - INFO - Epoch(train) [185][4300/5005] lr: 1.4075e-03 eta: 2:54:42 time: 0.1402 data_time: 0.0025 memory: 4390 loss: 2.6796 2022/12/08 00:16:55 - mmengine - INFO - Epoch(train) [185][4400/5005] lr: 1.4038e-03 eta: 2:54:28 time: 0.1450 data_time: 0.0027 memory: 4390 loss: 2.5381 2022/12/08 00:17:10 - mmengine - INFO - Epoch(train) [185][4500/5005] lr: 1.4001e-03 eta: 2:54:14 time: 0.1418 data_time: 0.0025 memory: 4390 loss: 2.0473 2022/12/08 00:17:24 - mmengine - INFO - Epoch(train) [185][4600/5005] lr: 1.3964e-03 eta: 2:54:00 time: 0.1417 data_time: 0.0028 memory: 4390 loss: 2.0966 2022/12/08 00:17:39 - mmengine - INFO - Epoch(train) [185][4700/5005] lr: 1.3927e-03 eta: 2:53:46 time: 0.1409 data_time: 0.0026 memory: 4390 loss: 2.4314 2022/12/08 00:17:53 - mmengine - INFO - Epoch(train) [185][4800/5005] lr: 1.3891e-03 eta: 2:53:33 time: 0.1450 data_time: 0.0033 memory: 4390 loss: 2.4882 2022/12/08 00:18:08 - mmengine - INFO - Epoch(train) [185][4900/5005] lr: 1.3854e-03 eta: 2:53:19 time: 0.1432 data_time: 0.0032 memory: 4390 loss: 1.9315 2022/12/08 00:18:22 - mmengine - INFO - Epoch(train) [185][5000/5005] lr: 1.3817e-03 eta: 2:53:05 time: 0.1418 data_time: 0.0035 memory: 4390 loss: 2.7269 2022/12/08 00:18:23 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:18:23 - mmengine - INFO - Saving checkpoint at 185 epochs 2022/12/08 00:18:33 - mmengine - INFO - Epoch(val) [185][100/196] eta: 0:00:07 time: 0.0766 data_time: 0.0457 memory: 4390 2022/12/08 00:18:52 - mmengine - INFO - Epoch(val) [185][196/196] accuracy/top1: 79.5240 accuracy/top5: 94.8980 2022/12/08 00:19:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:19:07 - mmengine - INFO - Epoch(train) [186][ 100/5005] lr: 1.3779e-03 eta: 2:52:51 time: 0.1449 data_time: 0.0025 memory: 4391 loss: 2.5996 2022/12/08 00:19:21 - mmengine - INFO - Epoch(train) [186][ 200/5005] lr: 1.3742e-03 eta: 2:52:37 time: 0.1406 data_time: 0.0025 memory: 4390 loss: 2.5275 2022/12/08 00:19:35 - mmengine - INFO - Epoch(train) [186][ 300/5005] lr: 1.3706e-03 eta: 2:52:23 time: 0.1408 data_time: 0.0027 memory: 4390 loss: 2.5379 2022/12/08 00:19:49 - mmengine - INFO - Epoch(train) [186][ 400/5005] lr: 1.3669e-03 eta: 2:52:09 time: 0.1400 data_time: 0.0025 memory: 4390 loss: 2.2982 2022/12/08 00:20:04 - mmengine - INFO - Epoch(train) [186][ 500/5005] lr: 1.3633e-03 eta: 2:51:55 time: 0.1404 data_time: 0.0024 memory: 4390 loss: 2.4667 2022/12/08 00:20:18 - mmengine - INFO - Epoch(train) [186][ 600/5005] lr: 1.3596e-03 eta: 2:51:42 time: 0.1417 data_time: 0.0024 memory: 4390 loss: 2.5096 2022/12/08 00:20:32 - mmengine - INFO - Epoch(train) [186][ 700/5005] lr: 1.3560e-03 eta: 2:51:28 time: 0.1413 data_time: 0.0025 memory: 4390 loss: 2.1466 2022/12/08 00:20:47 - mmengine - INFO - Epoch(train) [186][ 800/5005] lr: 1.3524e-03 eta: 2:51:14 time: 0.1405 data_time: 0.0027 memory: 4390 loss: 2.7434 2022/12/08 00:21:01 - mmengine - INFO - Epoch(train) [186][ 900/5005] lr: 1.3488e-03 eta: 2:51:00 time: 0.1402 data_time: 0.0026 memory: 4390 loss: 2.1123 2022/12/08 00:21:15 - mmengine - INFO - Epoch(train) [186][1000/5005] lr: 1.3451e-03 eta: 2:50:46 time: 0.1427 data_time: 0.0026 memory: 4390 loss: 2.6789 2022/12/08 00:21:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:21:30 - mmengine - INFO - Epoch(train) [186][1100/5005] lr: 1.3415e-03 eta: 2:50:32 time: 0.1416 data_time: 0.0027 memory: 4390 loss: 2.4385 2022/12/08 00:21:44 - mmengine - INFO - Epoch(train) [186][1200/5005] lr: 1.3379e-03 eta: 2:50:19 time: 0.1415 data_time: 0.0026 memory: 4390 loss: 2.5571 2022/12/08 00:21:58 - mmengine - INFO - Epoch(train) [186][1300/5005] lr: 1.3343e-03 eta: 2:50:05 time: 0.1402 data_time: 0.0027 memory: 4390 loss: 2.5435 2022/12/08 00:22:12 - mmengine - INFO - Epoch(train) [186][1400/5005] lr: 1.3307e-03 eta: 2:49:51 time: 0.1405 data_time: 0.0026 memory: 4390 loss: 2.6625 2022/12/08 00:22:27 - mmengine - INFO - Epoch(train) [186][1500/5005] lr: 1.3271e-03 eta: 2:49:37 time: 0.1419 data_time: 0.0024 memory: 4390 loss: 2.9449 2022/12/08 00:22:41 - mmengine - INFO - Epoch(train) [186][1600/5005] lr: 1.3235e-03 eta: 2:49:23 time: 0.1419 data_time: 0.0028 memory: 4390 loss: 2.5477 2022/12/08 00:22:56 - mmengine - INFO - Epoch(train) [186][1700/5005] lr: 1.3200e-03 eta: 2:49:10 time: 0.1426 data_time: 0.0024 memory: 4390 loss: 2.8701 2022/12/08 00:23:10 - mmengine - INFO - Epoch(train) [186][1800/5005] lr: 1.3164e-03 eta: 2:48:56 time: 0.1491 data_time: 0.0024 memory: 4390 loss: 2.3644 2022/12/08 00:23:24 - mmengine - INFO - Epoch(train) [186][1900/5005] lr: 1.3128e-03 eta: 2:48:42 time: 0.1443 data_time: 0.0025 memory: 4390 loss: 2.5627 2022/12/08 00:23:39 - mmengine - INFO - Epoch(train) [186][2000/5005] lr: 1.3092e-03 eta: 2:48:28 time: 0.1419 data_time: 0.0024 memory: 4390 loss: 2.3744 2022/12/08 00:23:49 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:23:53 - mmengine - INFO - Epoch(train) [186][2100/5005] lr: 1.3057e-03 eta: 2:48:14 time: 0.1405 data_time: 0.0024 memory: 4390 loss: 2.3764 2022/12/08 00:24:07 - mmengine - INFO - Epoch(train) [186][2200/5005] lr: 1.3021e-03 eta: 2:48:01 time: 0.1417 data_time: 0.0023 memory: 4390 loss: 2.3210 2022/12/08 00:24:22 - mmengine - INFO - Epoch(train) [186][2300/5005] lr: 1.2986e-03 eta: 2:47:47 time: 0.1417 data_time: 0.0027 memory: 4390 loss: 2.1883 2022/12/08 00:24:36 - mmengine - INFO - Epoch(train) [186][2400/5005] lr: 1.2950e-03 eta: 2:47:33 time: 0.1413 data_time: 0.0029 memory: 4390 loss: 2.0641 2022/12/08 00:24:50 - mmengine - INFO - Epoch(train) [186][2500/5005] lr: 1.2915e-03 eta: 2:47:19 time: 0.1408 data_time: 0.0033 memory: 4390 loss: 2.6563 2022/12/08 00:25:05 - mmengine - INFO - Epoch(train) [186][2600/5005] lr: 1.2879e-03 eta: 2:47:05 time: 0.1402 data_time: 0.0023 memory: 4390 loss: 2.3622 2022/12/08 00:25:19 - mmengine - INFO - Epoch(train) [186][2700/5005] lr: 1.2844e-03 eta: 2:46:52 time: 0.1403 data_time: 0.0023 memory: 4390 loss: 2.6934 2022/12/08 00:25:33 - mmengine - INFO - Epoch(train) [186][2800/5005] lr: 1.2808e-03 eta: 2:46:38 time: 0.1407 data_time: 0.0024 memory: 4390 loss: 2.2415 2022/12/08 00:25:47 - mmengine - INFO - Epoch(train) [186][2900/5005] lr: 1.2773e-03 eta: 2:46:24 time: 0.1401 data_time: 0.0025 memory: 4390 loss: 2.3788 2022/12/08 00:26:01 - mmengine - INFO - Epoch(train) [186][3000/5005] lr: 1.2738e-03 eta: 2:46:10 time: 0.1425 data_time: 0.0025 memory: 4390 loss: 2.6908 2022/12/08 00:26:12 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:26:16 - mmengine - INFO - Epoch(train) [186][3100/5005] lr: 1.2703e-03 eta: 2:45:56 time: 0.1496 data_time: 0.0026 memory: 4390 loss: 2.4415 2022/12/08 00:26:30 - mmengine - INFO - Epoch(train) [186][3200/5005] lr: 1.2668e-03 eta: 2:45:43 time: 0.1409 data_time: 0.0026 memory: 4390 loss: 2.6401 2022/12/08 00:26:44 - mmengine - INFO - Epoch(train) [186][3300/5005] lr: 1.2633e-03 eta: 2:45:29 time: 0.1402 data_time: 0.0026 memory: 4390 loss: 2.4959 2022/12/08 00:26:59 - mmengine - INFO - Epoch(train) [186][3400/5005] lr: 1.2598e-03 eta: 2:45:15 time: 0.1401 data_time: 0.0026 memory: 4390 loss: 2.4574 2022/12/08 00:27:13 - mmengine - INFO - Epoch(train) [186][3500/5005] lr: 1.2563e-03 eta: 2:45:01 time: 0.1405 data_time: 0.0026 memory: 4390 loss: 2.6560 2022/12/08 00:27:27 - mmengine - INFO - Epoch(train) [186][3600/5005] lr: 1.2528e-03 eta: 2:44:47 time: 0.1398 data_time: 0.0026 memory: 4390 loss: 2.6486 2022/12/08 00:27:41 - mmengine - INFO - Epoch(train) [186][3700/5005] lr: 1.2493e-03 eta: 2:44:33 time: 0.1409 data_time: 0.0026 memory: 4390 loss: 2.8770 2022/12/08 00:27:56 - mmengine - INFO - Epoch(train) [186][3800/5005] lr: 1.2458e-03 eta: 2:44:20 time: 0.1410 data_time: 0.0027 memory: 4390 loss: 2.3087 2022/12/08 00:28:10 - mmengine - INFO - Epoch(train) [186][3900/5005] lr: 1.2423e-03 eta: 2:44:06 time: 0.1404 data_time: 0.0027 memory: 4390 loss: 2.2664 2022/12/08 00:28:24 - mmengine - INFO - Epoch(train) [186][4000/5005] lr: 1.2388e-03 eta: 2:43:52 time: 0.1402 data_time: 0.0028 memory: 4390 loss: 2.5653 2022/12/08 00:28:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:28:38 - mmengine - INFO - Epoch(train) [186][4100/5005] lr: 1.2354e-03 eta: 2:43:38 time: 0.1400 data_time: 0.0025 memory: 4390 loss: 2.4447 2022/12/08 00:28:52 - mmengine - INFO - Epoch(train) [186][4200/5005] lr: 1.2319e-03 eta: 2:43:24 time: 0.1462 data_time: 0.0028 memory: 4390 loss: 1.9989 2022/12/08 00:29:07 - mmengine - INFO - Epoch(train) [186][4300/5005] lr: 1.2284e-03 eta: 2:43:11 time: 0.1422 data_time: 0.0026 memory: 4390 loss: 2.4149 2022/12/08 00:29:21 - mmengine - INFO - Epoch(train) [186][4400/5005] lr: 1.2250e-03 eta: 2:42:57 time: 0.1404 data_time: 0.0024 memory: 4390 loss: 2.3965 2022/12/08 00:29:35 - mmengine - INFO - Epoch(train) [186][4500/5005] lr: 1.2215e-03 eta: 2:42:43 time: 0.1418 data_time: 0.0029 memory: 4390 loss: 2.3307 2022/12/08 00:29:50 - mmengine - INFO - Epoch(train) [186][4600/5005] lr: 1.2181e-03 eta: 2:42:29 time: 0.1433 data_time: 0.0025 memory: 4390 loss: 2.3244 2022/12/08 00:30:04 - mmengine - INFO - Epoch(train) [186][4700/5005] lr: 1.2147e-03 eta: 2:42:15 time: 0.1426 data_time: 0.0025 memory: 4390 loss: 2.5008 2022/12/08 00:30:18 - mmengine - INFO - Epoch(train) [186][4800/5005] lr: 1.2112e-03 eta: 2:42:02 time: 0.1405 data_time: 0.0024 memory: 4390 loss: 2.1268 2022/12/08 00:30:33 - mmengine - INFO - Epoch(train) [186][4900/5005] lr: 1.2078e-03 eta: 2:41:48 time: 0.1419 data_time: 0.0025 memory: 4390 loss: 1.9719 2022/12/08 00:30:47 - mmengine - INFO - Epoch(train) [186][5000/5005] lr: 1.2044e-03 eta: 2:41:34 time: 0.1532 data_time: 0.0032 memory: 4390 loss: 2.6707 2022/12/08 00:30:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:30:48 - mmengine - INFO - Saving checkpoint at 186 epochs 2022/12/08 00:30:58 - mmengine - INFO - Epoch(val) [186][100/196] eta: 0:00:07 time: 0.0732 data_time: 0.0425 memory: 4390 2022/12/08 00:31:16 - mmengine - INFO - Epoch(val) [186][196/196] accuracy/top1: 79.6420 accuracy/top5: 94.8240 2022/12/08 00:31:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:31:32 - mmengine - INFO - Epoch(train) [187][ 100/5005] lr: 1.2008e-03 eta: 2:41:19 time: 0.1419 data_time: 0.0025 memory: 4390 loss: 2.4601 2022/12/08 00:31:46 - mmengine - INFO - Epoch(train) [187][ 200/5005] lr: 1.1974e-03 eta: 2:41:06 time: 0.1431 data_time: 0.0026 memory: 4390 loss: 2.4825 2022/12/08 00:32:01 - mmengine - INFO - Epoch(train) [187][ 300/5005] lr: 1.1939e-03 eta: 2:40:52 time: 0.1454 data_time: 0.0025 memory: 4390 loss: 2.3920 2022/12/08 00:32:15 - mmengine - INFO - Epoch(train) [187][ 400/5005] lr: 1.1905e-03 eta: 2:40:38 time: 0.1427 data_time: 0.0027 memory: 4390 loss: 2.7888 2022/12/08 00:32:30 - mmengine - INFO - Epoch(train) [187][ 500/5005] lr: 1.1871e-03 eta: 2:40:24 time: 0.1432 data_time: 0.0026 memory: 4390 loss: 2.6552 2022/12/08 00:32:44 - mmengine - INFO - Epoch(train) [187][ 600/5005] lr: 1.1837e-03 eta: 2:40:11 time: 0.1406 data_time: 0.0027 memory: 4390 loss: 2.6432 2022/12/08 00:32:59 - mmengine - INFO - Epoch(train) [187][ 700/5005] lr: 1.1804e-03 eta: 2:39:57 time: 0.1409 data_time: 0.0028 memory: 4390 loss: 2.3382 2022/12/08 00:33:13 - mmengine - INFO - Epoch(train) [187][ 800/5005] lr: 1.1770e-03 eta: 2:39:43 time: 0.1404 data_time: 0.0031 memory: 4390 loss: 2.0525 2022/12/08 00:33:27 - mmengine - INFO - Epoch(train) [187][ 900/5005] lr: 1.1736e-03 eta: 2:39:29 time: 0.1409 data_time: 0.0028 memory: 4390 loss: 2.5495 2022/12/08 00:33:41 - mmengine - INFO - Epoch(train) [187][1000/5005] lr: 1.1702e-03 eta: 2:39:15 time: 0.1403 data_time: 0.0028 memory: 4390 loss: 2.5098 2022/12/08 00:33:51 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:33:56 - mmengine - INFO - Epoch(train) [187][1100/5005] lr: 1.1668e-03 eta: 2:39:01 time: 0.1493 data_time: 0.0027 memory: 4390 loss: 2.2884 2022/12/08 00:34:10 - mmengine - INFO - Epoch(train) [187][1200/5005] lr: 1.1635e-03 eta: 2:38:48 time: 0.1407 data_time: 0.0031 memory: 4390 loss: 2.6541 2022/12/08 00:34:25 - mmengine - INFO - Epoch(train) [187][1300/5005] lr: 1.1601e-03 eta: 2:38:34 time: 0.1412 data_time: 0.0034 memory: 4390 loss: 2.6805 2022/12/08 00:34:39 - mmengine - INFO - Epoch(train) [187][1400/5005] lr: 1.1567e-03 eta: 2:38:20 time: 0.1412 data_time: 0.0029 memory: 4390 loss: 2.4151 2022/12/08 00:34:53 - mmengine - INFO - Epoch(train) [187][1500/5005] lr: 1.1534e-03 eta: 2:38:06 time: 0.1415 data_time: 0.0028 memory: 4390 loss: 2.3147 2022/12/08 00:35:07 - mmengine - INFO - Epoch(train) [187][1600/5005] lr: 1.1500e-03 eta: 2:37:52 time: 0.1411 data_time: 0.0030 memory: 4390 loss: 2.2066 2022/12/08 00:35:22 - mmengine - INFO - Epoch(train) [187][1700/5005] lr: 1.1467e-03 eta: 2:37:39 time: 0.1404 data_time: 0.0034 memory: 4390 loss: 1.9871 2022/12/08 00:35:36 - mmengine - INFO - Epoch(train) [187][1800/5005] lr: 1.1434e-03 eta: 2:37:25 time: 0.1406 data_time: 0.0035 memory: 4390 loss: 2.2966 2022/12/08 00:35:50 - mmengine - INFO - Epoch(train) [187][1900/5005] lr: 1.1400e-03 eta: 2:37:11 time: 0.1398 data_time: 0.0032 memory: 4390 loss: 2.3528 2022/12/08 00:36:04 - mmengine - INFO - Epoch(train) [187][2000/5005] lr: 1.1367e-03 eta: 2:36:57 time: 0.1398 data_time: 0.0033 memory: 4390 loss: 2.6136 2022/12/08 00:36:14 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:36:18 - mmengine - INFO - Epoch(train) [187][2100/5005] lr: 1.1334e-03 eta: 2:36:43 time: 0.1401 data_time: 0.0027 memory: 4390 loss: 2.3784 2022/12/08 00:36:33 - mmengine - INFO - Epoch(train) [187][2200/5005] lr: 1.1300e-03 eta: 2:36:29 time: 0.1405 data_time: 0.0026 memory: 4390 loss: 2.0002 2022/12/08 00:36:47 - mmengine - INFO - Epoch(train) [187][2300/5005] lr: 1.1267e-03 eta: 2:36:16 time: 0.1403 data_time: 0.0027 memory: 4390 loss: 2.1184 2022/12/08 00:37:01 - mmengine - INFO - Epoch(train) [187][2400/5005] lr: 1.1234e-03 eta: 2:36:02 time: 0.1418 data_time: 0.0028 memory: 4390 loss: 2.3973 2022/12/08 00:37:16 - mmengine - INFO - Epoch(train) [187][2500/5005] lr: 1.1201e-03 eta: 2:35:48 time: 0.1415 data_time: 0.0026 memory: 4390 loss: 2.3966 2022/12/08 00:37:30 - mmengine - INFO - Epoch(train) [187][2600/5005] lr: 1.1168e-03 eta: 2:35:34 time: 0.1477 data_time: 0.0027 memory: 4390 loss: 2.5344 2022/12/08 00:37:44 - mmengine - INFO - Epoch(train) [187][2700/5005] lr: 1.1135e-03 eta: 2:35:20 time: 0.1407 data_time: 0.0026 memory: 4390 loss: 2.5451 2022/12/08 00:37:58 - mmengine - INFO - Epoch(train) [187][2800/5005] lr: 1.1102e-03 eta: 2:35:07 time: 0.1400 data_time: 0.0026 memory: 4390 loss: 2.1254 2022/12/08 00:38:13 - mmengine - INFO - Epoch(train) [187][2900/5005] lr: 1.1069e-03 eta: 2:34:53 time: 0.1403 data_time: 0.0027 memory: 4390 loss: 2.3461 2022/12/08 00:38:27 - mmengine - INFO - Epoch(train) [187][3000/5005] lr: 1.1037e-03 eta: 2:34:39 time: 0.1408 data_time: 0.0027 memory: 4390 loss: 3.0017 2022/12/08 00:38:37 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:38:41 - mmengine - INFO - Epoch(train) [187][3100/5005] lr: 1.1004e-03 eta: 2:34:25 time: 0.1419 data_time: 0.0026 memory: 4390 loss: 2.8072 2022/12/08 00:38:55 - mmengine - INFO - Epoch(train) [187][3200/5005] lr: 1.0971e-03 eta: 2:34:11 time: 0.1412 data_time: 0.0029 memory: 4390 loss: 2.9324 2022/12/08 00:39:10 - mmengine - INFO - Epoch(train) [187][3300/5005] lr: 1.0938e-03 eta: 2:33:58 time: 0.1413 data_time: 0.0026 memory: 4390 loss: 2.5610 2022/12/08 00:39:24 - mmengine - INFO - Epoch(train) [187][3400/5005] lr: 1.0906e-03 eta: 2:33:44 time: 0.1396 data_time: 0.0026 memory: 4390 loss: 2.3868 2022/12/08 00:39:38 - mmengine - INFO - Epoch(train) [187][3500/5005] lr: 1.0873e-03 eta: 2:33:30 time: 0.1415 data_time: 0.0026 memory: 4390 loss: 2.6754 2022/12/08 00:39:53 - mmengine - INFO - Epoch(train) [187][3600/5005] lr: 1.0841e-03 eta: 2:33:16 time: 0.1414 data_time: 0.0026 memory: 4390 loss: 2.4985 2022/12/08 00:40:07 - mmengine - INFO - Epoch(train) [187][3700/5005] lr: 1.0808e-03 eta: 2:33:02 time: 0.1426 data_time: 0.0026 memory: 4390 loss: 2.0510 2022/12/08 00:40:21 - mmengine - INFO - Epoch(train) [187][3800/5005] lr: 1.0776e-03 eta: 2:32:48 time: 0.1418 data_time: 0.0027 memory: 4390 loss: 2.1540 2022/12/08 00:40:36 - mmengine - INFO - Epoch(train) [187][3900/5005] lr: 1.0743e-03 eta: 2:32:35 time: 0.1417 data_time: 0.0033 memory: 4390 loss: 2.7741 2022/12/08 00:40:50 - mmengine - INFO - Epoch(train) [187][4000/5005] lr: 1.0711e-03 eta: 2:32:21 time: 0.1418 data_time: 0.0032 memory: 4390 loss: 2.2420 2022/12/08 00:41:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:41:04 - mmengine - INFO - Epoch(train) [187][4100/5005] lr: 1.0679e-03 eta: 2:32:07 time: 0.1446 data_time: 0.0033 memory: 4390 loss: 2.3968 2022/12/08 00:41:19 - mmengine - INFO - Epoch(train) [187][4200/5005] lr: 1.0647e-03 eta: 2:31:53 time: 0.1445 data_time: 0.0032 memory: 4390 loss: 2.6598 2022/12/08 00:41:34 - mmengine - INFO - Epoch(train) [187][4300/5005] lr: 1.0614e-03 eta: 2:31:39 time: 0.1420 data_time: 0.0026 memory: 4390 loss: 2.7827 2022/12/08 00:41:48 - mmengine - INFO - Epoch(train) [187][4400/5005] lr: 1.0582e-03 eta: 2:31:26 time: 0.1416 data_time: 0.0027 memory: 4390 loss: 2.7182 2022/12/08 00:42:02 - mmengine - INFO - Epoch(train) [187][4500/5005] lr: 1.0550e-03 eta: 2:31:12 time: 0.1423 data_time: 0.0027 memory: 4390 loss: 2.3184 2022/12/08 00:42:17 - mmengine - INFO - Epoch(train) [187][4600/5005] lr: 1.0518e-03 eta: 2:30:58 time: 0.1545 data_time: 0.0029 memory: 4390 loss: 2.5166 2022/12/08 00:42:31 - mmengine - INFO - Epoch(train) [187][4700/5005] lr: 1.0486e-03 eta: 2:30:44 time: 0.1419 data_time: 0.0026 memory: 4390 loss: 1.9896 2022/12/08 00:42:46 - mmengine - INFO - Epoch(train) [187][4800/5005] lr: 1.0454e-03 eta: 2:30:30 time: 0.1416 data_time: 0.0028 memory: 4390 loss: 2.1707 2022/12/08 00:43:00 - mmengine - INFO - Epoch(train) [187][4900/5005] lr: 1.0422e-03 eta: 2:30:17 time: 0.1422 data_time: 0.0026 memory: 4390 loss: 2.3860 2022/12/08 00:43:15 - mmengine - INFO - Epoch(train) [187][5000/5005] lr: 1.0391e-03 eta: 2:30:03 time: 0.1456 data_time: 0.0033 memory: 4390 loss: 2.6598 2022/12/08 00:43:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:43:15 - mmengine - INFO - Saving checkpoint at 187 epochs 2022/12/08 00:43:26 - mmengine - INFO - Epoch(val) [187][100/196] eta: 0:00:07 time: 0.0848 data_time: 0.0538 memory: 4390 2022/12/08 00:43:44 - mmengine - INFO - Epoch(val) [187][196/196] accuracy/top1: 79.7460 accuracy/top5: 94.9120 2022/12/08 00:43:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:43:59 - mmengine - INFO - Epoch(train) [188][ 100/5005] lr: 1.0357e-03 eta: 2:29:48 time: 0.1397 data_time: 0.0024 memory: 4391 loss: 2.6420 2022/12/08 00:44:14 - mmengine - INFO - Epoch(train) [188][ 200/5005] lr: 1.0325e-03 eta: 2:29:35 time: 0.1423 data_time: 0.0023 memory: 4390 loss: 2.1075 2022/12/08 00:44:28 - mmengine - INFO - Epoch(train) [188][ 300/5005] lr: 1.0294e-03 eta: 2:29:21 time: 0.1420 data_time: 0.0027 memory: 4390 loss: 2.5669 2022/12/08 00:44:42 - mmengine - INFO - Epoch(train) [188][ 400/5005] lr: 1.0262e-03 eta: 2:29:07 time: 0.1424 data_time: 0.0026 memory: 4390 loss: 2.3668 2022/12/08 00:44:56 - mmengine - INFO - Epoch(train) [188][ 500/5005] lr: 1.0230e-03 eta: 2:28:53 time: 0.1438 data_time: 0.0024 memory: 4390 loss: 2.4682 2022/12/08 00:45:11 - mmengine - INFO - Epoch(train) [188][ 600/5005] lr: 1.0199e-03 eta: 2:28:39 time: 0.1406 data_time: 0.0023 memory: 4390 loss: 2.1763 2022/12/08 00:45:25 - mmengine - INFO - Epoch(train) [188][ 700/5005] lr: 1.0167e-03 eta: 2:28:25 time: 0.1405 data_time: 0.0023 memory: 4390 loss: 2.2050 2022/12/08 00:45:39 - mmengine - INFO - Epoch(train) [188][ 800/5005] lr: 1.0136e-03 eta: 2:28:12 time: 0.1407 data_time: 0.0024 memory: 4390 loss: 2.0863 2022/12/08 00:45:54 - mmengine - INFO - Epoch(train) [188][ 900/5005] lr: 1.0104e-03 eta: 2:27:58 time: 0.1406 data_time: 0.0026 memory: 4390 loss: 1.9844 2022/12/08 00:46:08 - mmengine - INFO - Epoch(train) [188][1000/5005] lr: 1.0073e-03 eta: 2:27:44 time: 0.1403 data_time: 0.0023 memory: 4390 loss: 2.6046 2022/12/08 00:46:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:46:22 - mmengine - INFO - Epoch(train) [188][1100/5005] lr: 1.0042e-03 eta: 2:27:30 time: 0.1406 data_time: 0.0024 memory: 4390 loss: 2.3577 2022/12/08 00:46:36 - mmengine - INFO - Epoch(train) [188][1200/5005] lr: 1.0011e-03 eta: 2:27:16 time: 0.1403 data_time: 0.0023 memory: 4390 loss: 2.2791 2022/12/08 00:46:50 - mmengine - INFO - Epoch(train) [188][1300/5005] lr: 9.9793e-04 eta: 2:27:03 time: 0.1406 data_time: 0.0025 memory: 4390 loss: 2.2070 2022/12/08 00:47:05 - mmengine - INFO - Epoch(train) [188][1400/5005] lr: 9.9481e-04 eta: 2:26:49 time: 0.1407 data_time: 0.0025 memory: 4390 loss: 2.5371 2022/12/08 00:47:19 - mmengine - INFO - Epoch(train) [188][1500/5005] lr: 9.9170e-04 eta: 2:26:35 time: 0.1490 data_time: 0.0026 memory: 4390 loss: 2.0435 2022/12/08 00:47:33 - mmengine - INFO - Epoch(train) [188][1600/5005] lr: 9.8859e-04 eta: 2:26:21 time: 0.1411 data_time: 0.0024 memory: 4390 loss: 2.5517 2022/12/08 00:47:47 - mmengine - INFO - Epoch(train) [188][1700/5005] lr: 9.8549e-04 eta: 2:26:07 time: 0.1403 data_time: 0.0023 memory: 4390 loss: 2.6551 2022/12/08 00:48:02 - mmengine - INFO - Epoch(train) [188][1800/5005] lr: 9.8239e-04 eta: 2:25:53 time: 0.1408 data_time: 0.0024 memory: 4390 loss: 2.2708 2022/12/08 00:48:16 - mmengine - INFO - Epoch(train) [188][1900/5005] lr: 9.7930e-04 eta: 2:25:40 time: 0.1415 data_time: 0.0026 memory: 4390 loss: 2.5031 2022/12/08 00:48:30 - mmengine - INFO - Epoch(train) [188][2000/5005] lr: 9.7621e-04 eta: 2:25:26 time: 0.1406 data_time: 0.0024 memory: 4390 loss: 2.1863 2022/12/08 00:48:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:48:45 - mmengine - INFO - Epoch(train) [188][2100/5005] lr: 9.7313e-04 eta: 2:25:12 time: 0.1419 data_time: 0.0025 memory: 4390 loss: 2.1517 2022/12/08 00:48:59 - mmengine - INFO - Epoch(train) [188][2200/5005] lr: 9.7005e-04 eta: 2:24:58 time: 0.1456 data_time: 0.0028 memory: 4390 loss: 2.6392 2022/12/08 00:49:14 - mmengine - INFO - Epoch(train) [188][2300/5005] lr: 9.6698e-04 eta: 2:24:44 time: 0.1406 data_time: 0.0025 memory: 4390 loss: 2.6275 2022/12/08 00:49:28 - mmengine - INFO - Epoch(train) [188][2400/5005] lr: 9.6391e-04 eta: 2:24:31 time: 0.1416 data_time: 0.0026 memory: 4390 loss: 2.5009 2022/12/08 00:49:42 - mmengine - INFO - Epoch(train) [188][2500/5005] lr: 9.6084e-04 eta: 2:24:17 time: 0.1394 data_time: 0.0026 memory: 4390 loss: 2.3848 2022/12/08 00:49:56 - mmengine - INFO - Epoch(train) [188][2600/5005] lr: 9.5778e-04 eta: 2:24:03 time: 0.1451 data_time: 0.0025 memory: 4390 loss: 2.6464 2022/12/08 00:50:11 - mmengine - INFO - Epoch(train) [188][2700/5005] lr: 9.5473e-04 eta: 2:23:49 time: 0.1409 data_time: 0.0027 memory: 4390 loss: 2.2589 2022/12/08 00:50:25 - mmengine - INFO - Epoch(train) [188][2800/5005] lr: 9.5168e-04 eta: 2:23:35 time: 0.1400 data_time: 0.0024 memory: 4390 loss: 2.6262 2022/12/08 00:50:39 - mmengine - INFO - Epoch(train) [188][2900/5005] lr: 9.4864e-04 eta: 2:23:22 time: 0.1420 data_time: 0.0026 memory: 4390 loss: 2.1883 2022/12/08 00:50:54 - mmengine - INFO - Epoch(train) [188][3000/5005] lr: 9.4560e-04 eta: 2:23:08 time: 0.1419 data_time: 0.0023 memory: 4390 loss: 2.5649 2022/12/08 00:51:03 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:51:08 - mmengine - INFO - Epoch(train) [188][3100/5005] lr: 9.4256e-04 eta: 2:22:54 time: 0.1406 data_time: 0.0025 memory: 4390 loss: 2.5137 2022/12/08 00:51:22 - mmengine - INFO - Epoch(train) [188][3200/5005] lr: 9.3953e-04 eta: 2:22:40 time: 0.1414 data_time: 0.0029 memory: 4390 loss: 2.0101 2022/12/08 00:51:37 - mmengine - INFO - Epoch(train) [188][3300/5005] lr: 9.3651e-04 eta: 2:22:26 time: 0.1399 data_time: 0.0024 memory: 4390 loss: 2.3971 2022/12/08 00:51:51 - mmengine - INFO - Epoch(train) [188][3400/5005] lr: 9.3348e-04 eta: 2:22:12 time: 0.1401 data_time: 0.0026 memory: 4390 loss: 2.6581 2022/12/08 00:52:05 - mmengine - INFO - Epoch(train) [188][3500/5005] lr: 9.3047e-04 eta: 2:21:59 time: 0.1432 data_time: 0.0026 memory: 4390 loss: 2.6629 2022/12/08 00:52:20 - mmengine - INFO - Epoch(train) [188][3600/5005] lr: 9.2746e-04 eta: 2:21:45 time: 0.1410 data_time: 0.0026 memory: 4390 loss: 2.5474 2022/12/08 00:52:34 - mmengine - INFO - Epoch(train) [188][3700/5005] lr: 9.2445e-04 eta: 2:21:31 time: 0.1432 data_time: 0.0026 memory: 4390 loss: 2.6058 2022/12/08 00:52:48 - mmengine - INFO - Epoch(train) [188][3800/5005] lr: 9.2145e-04 eta: 2:21:17 time: 0.1402 data_time: 0.0026 memory: 4390 loss: 2.7125 2022/12/08 00:53:03 - mmengine - INFO - Epoch(train) [188][3900/5005] lr: 9.1845e-04 eta: 2:21:03 time: 0.1407 data_time: 0.0024 memory: 4390 loss: 2.1975 2022/12/08 00:53:17 - mmengine - INFO - Epoch(train) [188][4000/5005] lr: 9.1546e-04 eta: 2:20:50 time: 0.1444 data_time: 0.0025 memory: 4390 loss: 2.5129 2022/12/08 00:53:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:53:31 - mmengine - INFO - Epoch(train) [188][4100/5005] lr: 9.1248e-04 eta: 2:20:36 time: 0.1411 data_time: 0.0029 memory: 4390 loss: 2.6988 2022/12/08 00:53:46 - mmengine - INFO - Epoch(train) [188][4200/5005] lr: 9.0949e-04 eta: 2:20:22 time: 0.1427 data_time: 0.0036 memory: 4390 loss: 2.6066 2022/12/08 00:54:00 - mmengine - INFO - Epoch(train) [188][4300/5005] lr: 9.0652e-04 eta: 2:20:08 time: 0.1419 data_time: 0.0026 memory: 4390 loss: 2.3173 2022/12/08 00:54:15 - mmengine - INFO - Epoch(train) [188][4400/5005] lr: 9.0355e-04 eta: 2:19:54 time: 0.1400 data_time: 0.0028 memory: 4390 loss: 2.4748 2022/12/08 00:54:29 - mmengine - INFO - Epoch(train) [188][4500/5005] lr: 9.0058e-04 eta: 2:19:41 time: 0.1410 data_time: 0.0028 memory: 4390 loss: 2.3470 2022/12/08 00:54:43 - mmengine - INFO - Epoch(train) [188][4600/5005] lr: 8.9762e-04 eta: 2:19:27 time: 0.1402 data_time: 0.0029 memory: 4390 loss: 2.6599 2022/12/08 00:54:57 - mmengine - INFO - Epoch(train) [188][4700/5005] lr: 8.9466e-04 eta: 2:19:13 time: 0.1413 data_time: 0.0029 memory: 4390 loss: 2.6461 2022/12/08 00:55:12 - mmengine - INFO - Epoch(train) [188][4800/5005] lr: 8.9171e-04 eta: 2:18:59 time: 0.1410 data_time: 0.0028 memory: 4390 loss: 2.1239 2022/12/08 00:55:26 - mmengine - INFO - Epoch(train) [188][4900/5005] lr: 8.8876e-04 eta: 2:18:45 time: 0.1416 data_time: 0.0030 memory: 4390 loss: 2.4172 2022/12/08 00:55:41 - mmengine - INFO - Epoch(train) [188][5000/5005] lr: 8.8581e-04 eta: 2:18:31 time: 0.1427 data_time: 0.0036 memory: 4390 loss: 2.7171 2022/12/08 00:55:41 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:55:41 - mmengine - INFO - Saving checkpoint at 188 epochs 2022/12/08 00:55:51 - mmengine - INFO - Epoch(val) [188][100/196] eta: 0:00:07 time: 0.0765 data_time: 0.0457 memory: 4390 2022/12/08 00:56:10 - mmengine - INFO - Epoch(val) [188][196/196] accuracy/top1: 79.9040 accuracy/top5: 94.9380 2022/12/08 00:56:20 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:56:26 - mmengine - INFO - Epoch(train) [189][ 100/5005] lr: 8.8273e-04 eta: 2:18:17 time: 0.1431 data_time: 0.0036 memory: 4391 loss: 2.0746 2022/12/08 00:56:40 - mmengine - INFO - Epoch(train) [189][ 200/5005] lr: 8.7980e-04 eta: 2:18:03 time: 0.1440 data_time: 0.0032 memory: 4390 loss: 2.3399 2022/12/08 00:56:54 - mmengine - INFO - Epoch(train) [189][ 300/5005] lr: 8.7687e-04 eta: 2:17:49 time: 0.1397 data_time: 0.0032 memory: 4390 loss: 2.4064 2022/12/08 00:57:09 - mmengine - INFO - Epoch(train) [189][ 400/5005] lr: 8.7394e-04 eta: 2:17:35 time: 0.1404 data_time: 0.0032 memory: 4390 loss: 2.4757 2022/12/08 00:57:23 - mmengine - INFO - Epoch(train) [189][ 500/5005] lr: 8.7102e-04 eta: 2:17:22 time: 0.1401 data_time: 0.0031 memory: 4390 loss: 2.3133 2022/12/08 00:57:37 - mmengine - INFO - Epoch(train) [189][ 600/5005] lr: 8.6811e-04 eta: 2:17:08 time: 0.1406 data_time: 0.0030 memory: 4390 loss: 2.4888 2022/12/08 00:57:51 - mmengine - INFO - Epoch(train) [189][ 700/5005] lr: 8.6520e-04 eta: 2:16:54 time: 0.1401 data_time: 0.0032 memory: 4390 loss: 2.3887 2022/12/08 00:58:06 - mmengine - INFO - Epoch(train) [189][ 800/5005] lr: 8.6230e-04 eta: 2:16:40 time: 0.1410 data_time: 0.0031 memory: 4390 loss: 2.6450 2022/12/08 00:58:20 - mmengine - INFO - Epoch(train) [189][ 900/5005] lr: 8.5940e-04 eta: 2:16:26 time: 0.1400 data_time: 0.0032 memory: 4390 loss: 2.6741 2022/12/08 00:58:34 - mmengine - INFO - Epoch(train) [189][1000/5005] lr: 8.5650e-04 eta: 2:16:13 time: 0.1425 data_time: 0.0032 memory: 4390 loss: 2.8361 2022/12/08 00:58:43 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 00:58:48 - mmengine - INFO - Epoch(train) [189][1100/5005] lr: 8.5361e-04 eta: 2:15:59 time: 0.1417 data_time: 0.0031 memory: 4390 loss: 2.5273 2022/12/08 00:59:03 - mmengine - INFO - Epoch(train) [189][1200/5005] lr: 8.5073e-04 eta: 2:15:45 time: 0.1398 data_time: 0.0032 memory: 4390 loss: 2.5280 2022/12/08 00:59:17 - mmengine - INFO - Epoch(train) [189][1300/5005] lr: 8.4785e-04 eta: 2:15:31 time: 0.1430 data_time: 0.0031 memory: 4390 loss: 2.6603 2022/12/08 00:59:32 - mmengine - INFO - Epoch(train) [189][1400/5005] lr: 8.4497e-04 eta: 2:15:17 time: 0.1406 data_time: 0.0032 memory: 4390 loss: 2.1723 2022/12/08 00:59:46 - mmengine - INFO - Epoch(train) [189][1500/5005] lr: 8.4210e-04 eta: 2:15:03 time: 0.1403 data_time: 0.0033 memory: 4390 loss: 2.5600 2022/12/08 01:00:01 - mmengine - INFO - Epoch(train) [189][1600/5005] lr: 8.3924e-04 eta: 2:14:50 time: 0.1418 data_time: 0.0031 memory: 4390 loss: 2.2532 2022/12/08 01:00:15 - mmengine - INFO - Epoch(train) [189][1700/5005] lr: 8.3638e-04 eta: 2:14:36 time: 0.1423 data_time: 0.0029 memory: 4390 loss: 2.3889 2022/12/08 01:00:29 - mmengine - INFO - Epoch(train) [189][1800/5005] lr: 8.3352e-04 eta: 2:14:22 time: 0.1433 data_time: 0.0032 memory: 4390 loss: 2.7345 2022/12/08 01:00:44 - mmengine - INFO - Epoch(train) [189][1900/5005] lr: 8.3067e-04 eta: 2:14:08 time: 0.1426 data_time: 0.0032 memory: 4390 loss: 2.6915 2022/12/08 01:00:58 - mmengine - INFO - Epoch(train) [189][2000/5005] lr: 8.2783e-04 eta: 2:13:54 time: 0.1426 data_time: 0.0034 memory: 4390 loss: 2.9080 2022/12/08 01:01:07 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:01:12 - mmengine - INFO - Epoch(train) [189][2100/5005] lr: 8.2498e-04 eta: 2:13:41 time: 0.1408 data_time: 0.0033 memory: 4390 loss: 2.3329 2022/12/08 01:01:27 - mmengine - INFO - Epoch(train) [189][2200/5005] lr: 8.2215e-04 eta: 2:13:27 time: 0.1397 data_time: 0.0034 memory: 4390 loss: 2.4253 2022/12/08 01:01:41 - mmengine - INFO - Epoch(train) [189][2300/5005] lr: 8.1932e-04 eta: 2:13:13 time: 0.1399 data_time: 0.0033 memory: 4390 loss: 1.9935 2022/12/08 01:01:55 - mmengine - INFO - Epoch(train) [189][2400/5005] lr: 8.1649e-04 eta: 2:12:59 time: 0.1401 data_time: 0.0033 memory: 4390 loss: 2.3657 2022/12/08 01:02:09 - mmengine - INFO - Epoch(train) [189][2500/5005] lr: 8.1367e-04 eta: 2:12:45 time: 0.1414 data_time: 0.0037 memory: 4390 loss: 2.5555 2022/12/08 01:02:24 - mmengine - INFO - Epoch(train) [189][2600/5005] lr: 8.1085e-04 eta: 2:12:31 time: 0.1444 data_time: 0.0026 memory: 4390 loss: 2.3412 2022/12/08 01:02:39 - mmengine - INFO - Epoch(train) [189][2700/5005] lr: 8.0804e-04 eta: 2:12:18 time: 0.1414 data_time: 0.0032 memory: 4390 loss: 2.0841 2022/12/08 01:02:54 - mmengine - INFO - Epoch(train) [189][2800/5005] lr: 8.0523e-04 eta: 2:12:04 time: 0.1423 data_time: 0.0031 memory: 4390 loss: 2.3495 2022/12/08 01:03:08 - mmengine - INFO - Epoch(train) [189][2900/5005] lr: 8.0243e-04 eta: 2:11:50 time: 0.1423 data_time: 0.0030 memory: 4390 loss: 2.4322 2022/12/08 01:03:22 - mmengine - INFO - Epoch(train) [189][3000/5005] lr: 7.9963e-04 eta: 2:11:36 time: 0.1427 data_time: 0.0043 memory: 4390 loss: 2.3504 2022/12/08 01:03:31 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:03:37 - mmengine - INFO - Epoch(train) [189][3100/5005] lr: 7.9684e-04 eta: 2:11:22 time: 0.1427 data_time: 0.0040 memory: 4390 loss: 1.9716 2022/12/08 01:03:51 - mmengine - INFO - Epoch(train) [189][3200/5005] lr: 7.9405e-04 eta: 2:11:09 time: 0.1416 data_time: 0.0041 memory: 4390 loss: 2.7192 2022/12/08 01:04:06 - mmengine - INFO - Epoch(train) [189][3300/5005] lr: 7.9127e-04 eta: 2:10:55 time: 0.1401 data_time: 0.0033 memory: 4390 loss: 2.4337 2022/12/08 01:04:20 - mmengine - INFO - Epoch(train) [189][3400/5005] lr: 7.8849e-04 eta: 2:10:41 time: 0.1400 data_time: 0.0033 memory: 4390 loss: 2.5185 2022/12/08 01:04:34 - mmengine - INFO - Epoch(train) [189][3500/5005] lr: 7.8571e-04 eta: 2:10:27 time: 0.1401 data_time: 0.0034 memory: 4390 loss: 2.6915 2022/12/08 01:04:48 - mmengine - INFO - Epoch(train) [189][3600/5005] lr: 7.8295e-04 eta: 2:10:13 time: 0.1409 data_time: 0.0030 memory: 4390 loss: 2.1809 2022/12/08 01:05:03 - mmengine - INFO - Epoch(train) [189][3700/5005] lr: 7.8018e-04 eta: 2:09:59 time: 0.1402 data_time: 0.0032 memory: 4390 loss: 2.7246 2022/12/08 01:05:17 - mmengine - INFO - Epoch(train) [189][3800/5005] lr: 7.7742e-04 eta: 2:09:46 time: 0.1397 data_time: 0.0032 memory: 4390 loss: 2.3655 2022/12/08 01:05:31 - mmengine - INFO - Epoch(train) [189][3900/5005] lr: 7.7467e-04 eta: 2:09:32 time: 0.1488 data_time: 0.0031 memory: 4390 loss: 2.3169 2022/12/08 01:05:45 - mmengine - INFO - Epoch(train) [189][4000/5005] lr: 7.7192e-04 eta: 2:09:18 time: 0.1402 data_time: 0.0034 memory: 4390 loss: 2.4577 2022/12/08 01:05:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:06:00 - mmengine - INFO - Epoch(train) [189][4100/5005] lr: 7.6918e-04 eta: 2:09:04 time: 0.1400 data_time: 0.0033 memory: 4390 loss: 2.6602 2022/12/08 01:06:14 - mmengine - INFO - Epoch(train) [189][4200/5005] lr: 7.6644e-04 eta: 2:08:50 time: 0.1395 data_time: 0.0032 memory: 4390 loss: 2.3826 2022/12/08 01:06:28 - mmengine - INFO - Epoch(train) [189][4300/5005] lr: 7.6370e-04 eta: 2:08:36 time: 0.1397 data_time: 0.0033 memory: 4390 loss: 2.3925 2022/12/08 01:06:42 - mmengine - INFO - Epoch(train) [189][4400/5005] lr: 7.6097e-04 eta: 2:08:23 time: 0.1425 data_time: 0.0030 memory: 4390 loss: 2.4455 2022/12/08 01:06:57 - mmengine - INFO - Epoch(train) [189][4500/5005] lr: 7.5825e-04 eta: 2:08:09 time: 0.1411 data_time: 0.0033 memory: 4390 loss: 2.2353 2022/12/08 01:07:11 - mmengine - INFO - Epoch(train) [189][4600/5005] lr: 7.5553e-04 eta: 2:07:55 time: 0.1406 data_time: 0.0032 memory: 4390 loss: 2.4124 2022/12/08 01:07:26 - mmengine - INFO - Epoch(train) [189][4700/5005] lr: 7.5281e-04 eta: 2:07:41 time: 0.1407 data_time: 0.0032 memory: 4390 loss: 2.4926 2022/12/08 01:07:40 - mmengine - INFO - Epoch(train) [189][4800/5005] lr: 7.5010e-04 eta: 2:07:27 time: 0.1409 data_time: 0.0032 memory: 4390 loss: 2.3945 2022/12/08 01:07:54 - mmengine - INFO - Epoch(train) [189][4900/5005] lr: 7.4740e-04 eta: 2:07:14 time: 0.1409 data_time: 0.0031 memory: 4390 loss: 1.8722 2022/12/08 01:08:08 - mmengine - INFO - Epoch(train) [189][5000/5005] lr: 7.4470e-04 eta: 2:07:00 time: 0.1407 data_time: 0.0034 memory: 4390 loss: 2.3457 2022/12/08 01:08:09 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:08:09 - mmengine - INFO - Saving checkpoint at 189 epochs 2022/12/08 01:08:19 - mmengine - INFO - Epoch(val) [189][100/196] eta: 0:00:07 time: 0.0795 data_time: 0.0493 memory: 4390 2022/12/08 01:08:38 - mmengine - INFO - Epoch(val) [189][196/196] accuracy/top1: 79.8500 accuracy/top5: 94.9620 2022/12/08 01:08:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:08:53 - mmengine - INFO - Epoch(train) [190][ 100/5005] lr: 7.4187e-04 eta: 2:06:45 time: 0.1454 data_time: 0.0026 memory: 4390 loss: 2.2770 2022/12/08 01:09:07 - mmengine - INFO - Epoch(train) [190][ 200/5005] lr: 7.3917e-04 eta: 2:06:31 time: 0.1422 data_time: 0.0025 memory: 4390 loss: 2.2426 2022/12/08 01:09:22 - mmengine - INFO - Epoch(train) [190][ 300/5005] lr: 7.3649e-04 eta: 2:06:18 time: 0.1404 data_time: 0.0025 memory: 4390 loss: 2.4016 2022/12/08 01:09:36 - mmengine - INFO - Epoch(train) [190][ 400/5005] lr: 7.3381e-04 eta: 2:06:04 time: 0.1407 data_time: 0.0026 memory: 4390 loss: 2.2817 2022/12/08 01:09:50 - mmengine - INFO - Epoch(train) [190][ 500/5005] lr: 7.3113e-04 eta: 2:05:50 time: 0.1447 data_time: 0.0026 memory: 4390 loss: 2.5608 2022/12/08 01:10:04 - mmengine - INFO - Epoch(train) [190][ 600/5005] lr: 7.2846e-04 eta: 2:05:36 time: 0.1419 data_time: 0.0027 memory: 4390 loss: 2.2569 2022/12/08 01:10:19 - mmengine - INFO - Epoch(train) [190][ 700/5005] lr: 7.2579e-04 eta: 2:05:22 time: 0.1402 data_time: 0.0028 memory: 4390 loss: 2.4366 2022/12/08 01:10:33 - mmengine - INFO - Epoch(train) [190][ 800/5005] lr: 7.2313e-04 eta: 2:05:09 time: 0.1394 data_time: 0.0026 memory: 4390 loss: 2.3715 2022/12/08 01:10:47 - mmengine - INFO - Epoch(train) [190][ 900/5005] lr: 7.2048e-04 eta: 2:04:55 time: 0.1411 data_time: 0.0027 memory: 4390 loss: 2.3759 2022/12/08 01:11:02 - mmengine - INFO - Epoch(train) [190][1000/5005] lr: 7.1782e-04 eta: 2:04:41 time: 0.1415 data_time: 0.0029 memory: 4390 loss: 2.0548 2022/12/08 01:11:09 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:11:16 - mmengine - INFO - Epoch(train) [190][1100/5005] lr: 7.1518e-04 eta: 2:04:27 time: 0.1403 data_time: 0.0025 memory: 4390 loss: 2.7591 2022/12/08 01:11:30 - mmengine - INFO - Epoch(train) [190][1200/5005] lr: 7.1253e-04 eta: 2:04:13 time: 0.1412 data_time: 0.0024 memory: 4390 loss: 2.0016 2022/12/08 01:11:44 - mmengine - INFO - Epoch(train) [190][1300/5005] lr: 7.0990e-04 eta: 2:03:59 time: 0.1410 data_time: 0.0025 memory: 4390 loss: 2.5905 2022/12/08 01:11:59 - mmengine - INFO - Epoch(train) [190][1400/5005] lr: 7.0726e-04 eta: 2:03:46 time: 0.1398 data_time: 0.0032 memory: 4390 loss: 2.3817 2022/12/08 01:12:13 - mmengine - INFO - Epoch(train) [190][1500/5005] lr: 7.0464e-04 eta: 2:03:32 time: 0.1397 data_time: 0.0031 memory: 4390 loss: 2.3638 2022/12/08 01:12:27 - mmengine - INFO - Epoch(train) [190][1600/5005] lr: 7.0201e-04 eta: 2:03:18 time: 0.1455 data_time: 0.0033 memory: 4390 loss: 2.6577 2022/12/08 01:12:41 - mmengine - INFO - Epoch(train) [190][1700/5005] lr: 6.9940e-04 eta: 2:03:04 time: 0.1399 data_time: 0.0034 memory: 4390 loss: 2.2456 2022/12/08 01:12:55 - mmengine - INFO - Epoch(train) [190][1800/5005] lr: 6.9678e-04 eta: 2:02:50 time: 0.1402 data_time: 0.0025 memory: 4390 loss: 2.1330 2022/12/08 01:13:10 - mmengine - INFO - Epoch(train) [190][1900/5005] lr: 6.9417e-04 eta: 2:02:36 time: 0.1403 data_time: 0.0025 memory: 4390 loss: 2.1256 2022/12/08 01:13:24 - mmengine - INFO - Epoch(train) [190][2000/5005] lr: 6.9157e-04 eta: 2:02:23 time: 0.1395 data_time: 0.0028 memory: 4390 loss: 2.7495 2022/12/08 01:13:32 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:13:38 - mmengine - INFO - Epoch(train) [190][2100/5005] lr: 6.8897e-04 eta: 2:02:09 time: 0.1402 data_time: 0.0029 memory: 4390 loss: 2.3124 2022/12/08 01:13:52 - mmengine - INFO - Epoch(train) [190][2200/5005] lr: 6.8638e-04 eta: 2:01:55 time: 0.1427 data_time: 0.0032 memory: 4390 loss: 2.1892 2022/12/08 01:14:06 - mmengine - INFO - Epoch(train) [190][2300/5005] lr: 6.8379e-04 eta: 2:01:41 time: 0.1408 data_time: 0.0029 memory: 4390 loss: 2.1593 2022/12/08 01:14:21 - mmengine - INFO - Epoch(train) [190][2400/5005] lr: 6.8121e-04 eta: 2:01:27 time: 0.1406 data_time: 0.0028 memory: 4390 loss: 2.2516 2022/12/08 01:14:35 - mmengine - INFO - Epoch(train) [190][2500/5005] lr: 6.7863e-04 eta: 2:01:13 time: 0.1400 data_time: 0.0029 memory: 4390 loss: 2.6042 2022/12/08 01:14:50 - mmengine - INFO - Epoch(train) [190][2600/5005] lr: 6.7605e-04 eta: 2:01:00 time: 0.1411 data_time: 0.0028 memory: 4390 loss: 3.0938 2022/12/08 01:15:04 - mmengine - INFO - Epoch(train) [190][2700/5005] lr: 6.7348e-04 eta: 2:00:46 time: 0.1400 data_time: 0.0031 memory: 4390 loss: 2.4578 2022/12/08 01:15:18 - mmengine - INFO - Epoch(train) [190][2800/5005] lr: 6.7092e-04 eta: 2:00:32 time: 0.1399 data_time: 0.0030 memory: 4390 loss: 2.4125 2022/12/08 01:15:32 - mmengine - INFO - Epoch(train) [190][2900/5005] lr: 6.6836e-04 eta: 2:00:18 time: 0.1496 data_time: 0.0029 memory: 4390 loss: 2.3644 2022/12/08 01:15:47 - mmengine - INFO - Epoch(train) [190][3000/5005] lr: 6.6580e-04 eta: 2:00:04 time: 0.1399 data_time: 0.0029 memory: 4390 loss: 2.2700 2022/12/08 01:15:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:16:01 - mmengine - INFO - Epoch(train) [190][3100/5005] lr: 6.6325e-04 eta: 1:59:51 time: 0.1418 data_time: 0.0027 memory: 4390 loss: 2.4186 2022/12/08 01:16:15 - mmengine - INFO - Epoch(train) [190][3200/5005] lr: 6.6071e-04 eta: 1:59:37 time: 0.1400 data_time: 0.0028 memory: 4390 loss: 2.5432 2022/12/08 01:16:29 - mmengine - INFO - Epoch(train) [190][3300/5005] lr: 6.5817e-04 eta: 1:59:23 time: 0.1402 data_time: 0.0024 memory: 4390 loss: 2.2888 2022/12/08 01:16:44 - mmengine - INFO - Epoch(train) [190][3400/5005] lr: 6.5563e-04 eta: 1:59:09 time: 0.1394 data_time: 0.0026 memory: 4390 loss: 2.2658 2022/12/08 01:16:58 - mmengine - INFO - Epoch(train) [190][3500/5005] lr: 6.5310e-04 eta: 1:58:55 time: 0.1421 data_time: 0.0027 memory: 4390 loss: 2.5832 2022/12/08 01:17:12 - mmengine - INFO - Epoch(train) [190][3600/5005] lr: 6.5058e-04 eta: 1:58:41 time: 0.1414 data_time: 0.0026 memory: 4390 loss: 2.0125 2022/12/08 01:17:26 - mmengine - INFO - Epoch(train) [190][3700/5005] lr: 6.4806e-04 eta: 1:58:28 time: 0.1433 data_time: 0.0025 memory: 4390 loss: 2.2931 2022/12/08 01:17:41 - mmengine - INFO - Epoch(train) [190][3800/5005] lr: 6.4554e-04 eta: 1:58:14 time: 0.1433 data_time: 0.0026 memory: 4390 loss: 2.5919 2022/12/08 01:17:55 - mmengine - INFO - Epoch(train) [190][3900/5005] lr: 6.4303e-04 eta: 1:58:00 time: 0.1401 data_time: 0.0025 memory: 4390 loss: 2.2400 2022/12/08 01:18:09 - mmengine - INFO - Epoch(train) [190][4000/5005] lr: 6.4052e-04 eta: 1:57:46 time: 0.1398 data_time: 0.0025 memory: 4390 loss: 2.7517 2022/12/08 01:18:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:18:23 - mmengine - INFO - Epoch(train) [190][4100/5005] lr: 6.3802e-04 eta: 1:57:32 time: 0.1397 data_time: 0.0026 memory: 4390 loss: 2.5549 2022/12/08 01:18:38 - mmengine - INFO - Epoch(train) [190][4200/5005] lr: 6.3553e-04 eta: 1:57:18 time: 0.1414 data_time: 0.0025 memory: 4390 loss: 2.6198 2022/12/08 01:18:52 - mmengine - INFO - Epoch(train) [190][4300/5005] lr: 6.3304e-04 eta: 1:57:05 time: 0.1412 data_time: 0.0027 memory: 4390 loss: 2.3971 2022/12/08 01:19:06 - mmengine - INFO - Epoch(train) [190][4400/5005] lr: 6.3055e-04 eta: 1:56:51 time: 0.1444 data_time: 0.0025 memory: 4390 loss: 2.3773 2022/12/08 01:19:21 - mmengine - INFO - Epoch(train) [190][4500/5005] lr: 6.2807e-04 eta: 1:56:37 time: 0.1415 data_time: 0.0025 memory: 4390 loss: 2.1341 2022/12/08 01:19:35 - mmengine - INFO - Epoch(train) [190][4600/5005] lr: 6.2559e-04 eta: 1:56:23 time: 0.1426 data_time: 0.0025 memory: 4390 loss: 2.5762 2022/12/08 01:19:49 - mmengine - INFO - Epoch(train) [190][4700/5005] lr: 6.2312e-04 eta: 1:56:09 time: 0.1410 data_time: 0.0026 memory: 4390 loss: 2.7658 2022/12/08 01:20:04 - mmengine - INFO - Epoch(train) [190][4800/5005] lr: 6.2065e-04 eta: 1:55:55 time: 0.1402 data_time: 0.0025 memory: 4390 loss: 2.6120 2022/12/08 01:20:18 - mmengine - INFO - Epoch(train) [190][4900/5005] lr: 6.1819e-04 eta: 1:55:42 time: 0.1440 data_time: 0.0028 memory: 4390 loss: 1.8663 2022/12/08 01:20:33 - mmengine - INFO - Epoch(train) [190][5000/5005] lr: 6.1573e-04 eta: 1:55:28 time: 0.1442 data_time: 0.0033 memory: 4390 loss: 1.9699 2022/12/08 01:20:33 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:20:33 - mmengine - INFO - Saving checkpoint at 190 epochs 2022/12/08 01:20:44 - mmengine - INFO - Epoch(val) [190][100/196] eta: 0:00:07 time: 0.0771 data_time: 0.0456 memory: 4390 2022/12/08 01:21:02 - mmengine - INFO - Epoch(val) [190][196/196] accuracy/top1: 79.9200 accuracy/top5: 95.0640 2022/12/08 01:21:10 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:21:18 - mmengine - INFO - Epoch(train) [191][ 100/5005] lr: 6.1316e-04 eta: 1:55:13 time: 0.1400 data_time: 0.0025 memory: 4390 loss: 2.4108 2022/12/08 01:21:32 - mmengine - INFO - Epoch(train) [191][ 200/5005] lr: 6.1071e-04 eta: 1:55:00 time: 0.1435 data_time: 0.0030 memory: 4390 loss: 2.5318 2022/12/08 01:21:46 - mmengine - INFO - Epoch(train) [191][ 300/5005] lr: 6.0826e-04 eta: 1:54:46 time: 0.1398 data_time: 0.0024 memory: 4390 loss: 2.6011 2022/12/08 01:22:00 - mmengine - INFO - Epoch(train) [191][ 400/5005] lr: 6.0583e-04 eta: 1:54:32 time: 0.1419 data_time: 0.0031 memory: 4390 loss: 2.1839 2022/12/08 01:22:15 - mmengine - INFO - Epoch(train) [191][ 500/5005] lr: 6.0339e-04 eta: 1:54:18 time: 0.1486 data_time: 0.0026 memory: 4390 loss: 1.8634 2022/12/08 01:22:29 - mmengine - INFO - Epoch(train) [191][ 600/5005] lr: 6.0097e-04 eta: 1:54:04 time: 0.1426 data_time: 0.0025 memory: 4390 loss: 2.5899 2022/12/08 01:22:43 - mmengine - INFO - Epoch(train) [191][ 700/5005] lr: 5.9854e-04 eta: 1:53:50 time: 0.1418 data_time: 0.0025 memory: 4390 loss: 2.4332 2022/12/08 01:22:58 - mmengine - INFO - Epoch(train) [191][ 800/5005] lr: 5.9612e-04 eta: 1:53:37 time: 0.1428 data_time: 0.0027 memory: 4390 loss: 2.7623 2022/12/08 01:23:12 - mmengine - INFO - Epoch(train) [191][ 900/5005] lr: 5.9371e-04 eta: 1:53:23 time: 0.1409 data_time: 0.0025 memory: 4390 loss: 2.6019 2022/12/08 01:23:26 - mmengine - INFO - Epoch(train) [191][1000/5005] lr: 5.9130e-04 eta: 1:53:09 time: 0.1410 data_time: 0.0026 memory: 4390 loss: 2.4709 2022/12/08 01:23:34 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:23:41 - mmengine - INFO - Epoch(train) [191][1100/5005] lr: 5.8890e-04 eta: 1:52:55 time: 0.1424 data_time: 0.0026 memory: 4390 loss: 2.3196 2022/12/08 01:23:55 - mmengine - INFO - Epoch(train) [191][1200/5005] lr: 5.8650e-04 eta: 1:52:41 time: 0.1422 data_time: 0.0026 memory: 4390 loss: 2.0476 2022/12/08 01:24:09 - mmengine - INFO - Epoch(train) [191][1300/5005] lr: 5.8411e-04 eta: 1:52:27 time: 0.1392 data_time: 0.0025 memory: 4390 loss: 2.3703 2022/12/08 01:24:24 - mmengine - INFO - Epoch(train) [191][1400/5005] lr: 5.8172e-04 eta: 1:52:14 time: 0.1398 data_time: 0.0026 memory: 4390 loss: 2.3923 2022/12/08 01:24:38 - mmengine - INFO - Epoch(train) [191][1500/5005] lr: 5.7933e-04 eta: 1:52:00 time: 0.1417 data_time: 0.0028 memory: 4390 loss: 2.6708 2022/12/08 01:24:52 - mmengine - INFO - Epoch(train) [191][1600/5005] lr: 5.7695e-04 eta: 1:51:46 time: 0.1418 data_time: 0.0028 memory: 4390 loss: 2.4003 2022/12/08 01:25:06 - mmengine - INFO - Epoch(train) [191][1700/5005] lr: 5.7458e-04 eta: 1:51:32 time: 0.1427 data_time: 0.0028 memory: 4390 loss: 2.3806 2022/12/08 01:25:21 - mmengine - INFO - Epoch(train) [191][1800/5005] lr: 5.7221e-04 eta: 1:51:18 time: 0.1418 data_time: 0.0026 memory: 4390 loss: 2.1921 2022/12/08 01:25:35 - mmengine - INFO - Epoch(train) [191][1900/5005] lr: 5.6984e-04 eta: 1:51:04 time: 0.1396 data_time: 0.0025 memory: 4390 loss: 2.2167 2022/12/08 01:25:49 - mmengine - INFO - Epoch(train) [191][2000/5005] lr: 5.6748e-04 eta: 1:50:51 time: 0.1409 data_time: 0.0025 memory: 4390 loss: 2.3398 2022/12/08 01:25:56 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:26:03 - mmengine - INFO - Epoch(train) [191][2100/5005] lr: 5.6513e-04 eta: 1:50:37 time: 0.1415 data_time: 0.0025 memory: 4390 loss: 2.3671 2022/12/08 01:26:18 - mmengine - INFO - Epoch(train) [191][2200/5005] lr: 5.6278e-04 eta: 1:50:23 time: 0.1396 data_time: 0.0025 memory: 4390 loss: 1.9917 2022/12/08 01:26:32 - mmengine - INFO - Epoch(train) [191][2300/5005] lr: 5.6043e-04 eta: 1:50:09 time: 0.1424 data_time: 0.0025 memory: 4390 loss: 2.5022 2022/12/08 01:26:46 - mmengine - INFO - Epoch(train) [191][2400/5005] lr: 5.5809e-04 eta: 1:49:55 time: 0.1410 data_time: 0.0024 memory: 4390 loss: 2.3221 2022/12/08 01:27:01 - mmengine - INFO - Epoch(train) [191][2500/5005] lr: 5.5576e-04 eta: 1:49:42 time: 0.1425 data_time: 0.0025 memory: 4390 loss: 2.3283 2022/12/08 01:27:15 - mmengine - INFO - Epoch(train) [191][2600/5005] lr: 5.5343e-04 eta: 1:49:28 time: 0.1426 data_time: 0.0026 memory: 4390 loss: 2.2024 2022/12/08 01:27:30 - mmengine - INFO - Epoch(train) [191][2700/5005] lr: 5.5110e-04 eta: 1:49:14 time: 0.1396 data_time: 0.0024 memory: 4390 loss: 2.5751 2022/12/08 01:27:44 - mmengine - INFO - Epoch(train) [191][2800/5005] lr: 5.4878e-04 eta: 1:49:00 time: 0.1393 data_time: 0.0025 memory: 4390 loss: 2.3582 2022/12/08 01:27:58 - mmengine - INFO - Epoch(train) [191][2900/5005] lr: 5.4646e-04 eta: 1:48:46 time: 0.1410 data_time: 0.0025 memory: 4390 loss: 2.7814 2022/12/08 01:28:12 - mmengine - INFO - Epoch(train) [191][3000/5005] lr: 5.4415e-04 eta: 1:48:32 time: 0.1414 data_time: 0.0029 memory: 4390 loss: 2.0821 2022/12/08 01:28:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:28:27 - mmengine - INFO - Epoch(train) [191][3100/5005] lr: 5.4185e-04 eta: 1:48:19 time: 0.1399 data_time: 0.0029 memory: 4390 loss: 2.3598 2022/12/08 01:28:41 - mmengine - INFO - Epoch(train) [191][3200/5005] lr: 5.3954e-04 eta: 1:48:05 time: 0.1451 data_time: 0.0028 memory: 4390 loss: 2.2077 2022/12/08 01:28:55 - mmengine - INFO - Epoch(train) [191][3300/5005] lr: 5.3725e-04 eta: 1:47:51 time: 0.1410 data_time: 0.0030 memory: 4390 loss: 2.0118 2022/12/08 01:29:10 - mmengine - INFO - Epoch(train) [191][3400/5005] lr: 5.3496e-04 eta: 1:47:37 time: 0.1410 data_time: 0.0030 memory: 4390 loss: 2.7907 2022/12/08 01:29:24 - mmengine - INFO - Epoch(train) [191][3500/5005] lr: 5.3267e-04 eta: 1:47:23 time: 0.1414 data_time: 0.0029 memory: 4390 loss: 2.6500 2022/12/08 01:29:39 - mmengine - INFO - Epoch(train) [191][3600/5005] lr: 5.3039e-04 eta: 1:47:09 time: 0.1417 data_time: 0.0030 memory: 4390 loss: 2.0783 2022/12/08 01:29:53 - mmengine - INFO - Epoch(train) [191][3700/5005] lr: 5.2811e-04 eta: 1:46:56 time: 0.1411 data_time: 0.0030 memory: 4390 loss: 2.2037 2022/12/08 01:30:07 - mmengine - INFO - Epoch(train) [191][3800/5005] lr: 5.2584e-04 eta: 1:46:42 time: 0.1472 data_time: 0.0029 memory: 4390 loss: 2.5010 2022/12/08 01:30:22 - mmengine - INFO - Epoch(train) [191][3900/5005] lr: 5.2357e-04 eta: 1:46:28 time: 0.1404 data_time: 0.0030 memory: 4390 loss: 2.7462 2022/12/08 01:30:36 - mmengine - INFO - Epoch(train) [191][4000/5005] lr: 5.2131e-04 eta: 1:46:14 time: 0.1418 data_time: 0.0026 memory: 4390 loss: 2.7935 2022/12/08 01:30:44 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:30:51 - mmengine - INFO - Epoch(train) [191][4100/5005] lr: 5.1905e-04 eta: 1:46:00 time: 0.1435 data_time: 0.0025 memory: 4390 loss: 2.3748 2022/12/08 01:31:05 - mmengine - INFO - Epoch(train) [191][4200/5005] lr: 5.1680e-04 eta: 1:45:47 time: 0.1410 data_time: 0.0024 memory: 4390 loss: 2.0856 2022/12/08 01:31:19 - mmengine - INFO - Epoch(train) [191][4300/5005] lr: 5.1455e-04 eta: 1:45:33 time: 0.1410 data_time: 0.0026 memory: 4390 loss: 2.1222 2022/12/08 01:31:34 - mmengine - INFO - Epoch(train) [191][4400/5005] lr: 5.1231e-04 eta: 1:45:19 time: 0.1411 data_time: 0.0026 memory: 4390 loss: 2.5432 2022/12/08 01:31:48 - mmengine - INFO - Epoch(train) [191][4500/5005] lr: 5.1007e-04 eta: 1:45:05 time: 0.1406 data_time: 0.0025 memory: 4390 loss: 2.5061 2022/12/08 01:32:02 - mmengine - INFO - Epoch(train) [191][4600/5005] lr: 5.0783e-04 eta: 1:44:51 time: 0.1401 data_time: 0.0026 memory: 4390 loss: 2.5635 2022/12/08 01:32:16 - mmengine - INFO - Epoch(train) [191][4700/5005] lr: 5.0561e-04 eta: 1:44:37 time: 0.1405 data_time: 0.0025 memory: 4390 loss: 2.3831 2022/12/08 01:32:30 - mmengine - INFO - Epoch(train) [191][4800/5005] lr: 5.0338e-04 eta: 1:44:24 time: 0.1410 data_time: 0.0026 memory: 4390 loss: 2.0410 2022/12/08 01:32:45 - mmengine - INFO - Epoch(train) [191][4900/5005] lr: 5.0116e-04 eta: 1:44:10 time: 0.1400 data_time: 0.0026 memory: 4390 loss: 2.4441 2022/12/08 01:32:59 - mmengine - INFO - Epoch(train) [191][5000/5005] lr: 4.9895e-04 eta: 1:43:56 time: 0.1421 data_time: 0.0034 memory: 4390 loss: 2.1177 2022/12/08 01:33:00 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:33:00 - mmengine - INFO - Saving checkpoint at 191 epochs 2022/12/08 01:33:10 - mmengine - INFO - Epoch(val) [191][100/196] eta: 0:00:07 time: 0.0766 data_time: 0.0457 memory: 4390 2022/12/08 01:33:29 - mmengine - INFO - Epoch(val) [191][196/196] accuracy/top1: 80.0660 accuracy/top5: 95.1080 2022/12/08 01:33:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:33:44 - mmengine - INFO - Epoch(train) [192][ 100/5005] lr: 4.9663e-04 eta: 1:43:41 time: 0.1422 data_time: 0.0026 memory: 4390 loss: 2.8925 2022/12/08 01:33:58 - mmengine - INFO - Epoch(train) [192][ 200/5005] lr: 4.9443e-04 eta: 1:43:28 time: 0.1417 data_time: 0.0031 memory: 4390 loss: 2.7326 2022/12/08 01:34:12 - mmengine - INFO - Epoch(train) [192][ 300/5005] lr: 4.9223e-04 eta: 1:43:14 time: 0.1406 data_time: 0.0031 memory: 4390 loss: 2.2345 2022/12/08 01:34:27 - mmengine - INFO - Epoch(train) [192][ 400/5005] lr: 4.9003e-04 eta: 1:43:00 time: 0.1405 data_time: 0.0031 memory: 4390 loss: 2.6924 2022/12/08 01:34:41 - mmengine - INFO - Epoch(train) [192][ 500/5005] lr: 4.8784e-04 eta: 1:42:46 time: 0.1420 data_time: 0.0031 memory: 4390 loss: 2.6555 2022/12/08 01:34:55 - mmengine - INFO - Epoch(train) [192][ 600/5005] lr: 4.8566e-04 eta: 1:42:32 time: 0.1416 data_time: 0.0027 memory: 4390 loss: 2.0826 2022/12/08 01:35:10 - mmengine - INFO - Epoch(train) [192][ 700/5005] lr: 4.8348e-04 eta: 1:42:18 time: 0.1407 data_time: 0.0025 memory: 4390 loss: 2.4471 2022/12/08 01:35:24 - mmengine - INFO - Epoch(train) [192][ 800/5005] lr: 4.8131e-04 eta: 1:42:05 time: 0.1402 data_time: 0.0025 memory: 4390 loss: 2.1418 2022/12/08 01:35:38 - mmengine - INFO - Epoch(train) [192][ 900/5005] lr: 4.7914e-04 eta: 1:41:51 time: 0.1403 data_time: 0.0028 memory: 4390 loss: 2.5576 2022/12/08 01:35:52 - mmengine - INFO - Epoch(train) [192][1000/5005] lr: 4.7697e-04 eta: 1:41:37 time: 0.1410 data_time: 0.0031 memory: 4390 loss: 2.3436 2022/12/08 01:35:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:36:07 - mmengine - INFO - Epoch(train) [192][1100/5005] lr: 4.7481e-04 eta: 1:41:23 time: 0.1407 data_time: 0.0030 memory: 4390 loss: 2.2527 2022/12/08 01:36:21 - mmengine - INFO - Epoch(train) [192][1200/5005] lr: 4.7266e-04 eta: 1:41:09 time: 0.1417 data_time: 0.0028 memory: 4390 loss: 2.3826 2022/12/08 01:36:36 - mmengine - INFO - Epoch(train) [192][1300/5005] lr: 4.7051e-04 eta: 1:40:55 time: 0.1441 data_time: 0.0026 memory: 4390 loss: 2.4018 2022/12/08 01:36:50 - mmengine - INFO - Epoch(train) [192][1400/5005] lr: 4.6836e-04 eta: 1:40:42 time: 0.1419 data_time: 0.0025 memory: 4390 loss: 2.3006 2022/12/08 01:37:04 - mmengine - INFO - Epoch(train) [192][1500/5005] lr: 4.6622e-04 eta: 1:40:28 time: 0.1397 data_time: 0.0024 memory: 4390 loss: 2.5464 2022/12/08 01:37:18 - mmengine - INFO - Epoch(train) [192][1600/5005] lr: 4.6409e-04 eta: 1:40:14 time: 0.1407 data_time: 0.0028 memory: 4390 loss: 3.1936 2022/12/08 01:37:33 - mmengine - INFO - Epoch(train) [192][1700/5005] lr: 4.6196e-04 eta: 1:40:00 time: 0.1417 data_time: 0.0025 memory: 4390 loss: 1.9884 2022/12/08 01:37:47 - mmengine - INFO - Epoch(train) [192][1800/5005] lr: 4.5983e-04 eta: 1:39:46 time: 0.1419 data_time: 0.0027 memory: 4390 loss: 2.2024 2022/12/08 01:38:02 - mmengine - INFO - Epoch(train) [192][1900/5005] lr: 4.5771e-04 eta: 1:39:32 time: 0.1405 data_time: 0.0026 memory: 4390 loss: 2.3043 2022/12/08 01:38:16 - mmengine - INFO - Epoch(train) [192][2000/5005] lr: 4.5559e-04 eta: 1:39:19 time: 0.1420 data_time: 0.0025 memory: 4390 loss: 2.4978 2022/12/08 01:38:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:38:30 - mmengine - INFO - Epoch(train) [192][2100/5005] lr: 4.5348e-04 eta: 1:39:05 time: 0.1402 data_time: 0.0026 memory: 4390 loss: 2.4873 2022/12/08 01:38:44 - mmengine - INFO - Epoch(train) [192][2200/5005] lr: 4.5138e-04 eta: 1:38:51 time: 0.1403 data_time: 0.0026 memory: 4390 loss: 2.2015 2022/12/08 01:38:59 - mmengine - INFO - Epoch(train) [192][2300/5005] lr: 4.4927e-04 eta: 1:38:37 time: 0.1424 data_time: 0.0027 memory: 4390 loss: 2.2188 2022/12/08 01:39:13 - mmengine - INFO - Epoch(train) [192][2400/5005] lr: 4.4718e-04 eta: 1:38:23 time: 0.1403 data_time: 0.0026 memory: 4390 loss: 2.2262 2022/12/08 01:39:27 - mmengine - INFO - Epoch(train) [192][2500/5005] lr: 4.4509e-04 eta: 1:38:09 time: 0.1399 data_time: 0.0026 memory: 4390 loss: 2.2989 2022/12/08 01:39:42 - mmengine - INFO - Epoch(train) [192][2600/5005] lr: 4.4300e-04 eta: 1:37:56 time: 0.1431 data_time: 0.0030 memory: 4390 loss: 2.3523 2022/12/08 01:39:56 - mmengine - INFO - Epoch(train) [192][2700/5005] lr: 4.4092e-04 eta: 1:37:42 time: 0.1401 data_time: 0.0026 memory: 4390 loss: 2.5404 2022/12/08 01:40:10 - mmengine - INFO - Epoch(train) [192][2800/5005] lr: 4.3884e-04 eta: 1:37:28 time: 0.1410 data_time: 0.0027 memory: 4390 loss: 2.4424 2022/12/08 01:40:25 - mmengine - INFO - Epoch(train) [192][2900/5005] lr: 4.3677e-04 eta: 1:37:14 time: 0.1398 data_time: 0.0026 memory: 4390 loss: 2.3139 2022/12/08 01:40:39 - mmengine - INFO - Epoch(train) [192][3000/5005] lr: 4.3470e-04 eta: 1:37:00 time: 0.1400 data_time: 0.0025 memory: 4390 loss: 2.6794 2022/12/08 01:40:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:40:53 - mmengine - INFO - Epoch(train) [192][3100/5005] lr: 4.3264e-04 eta: 1:36:46 time: 0.1408 data_time: 0.0027 memory: 4390 loss: 2.0359 2022/12/08 01:41:07 - mmengine - INFO - Epoch(train) [192][3200/5005] lr: 4.3058e-04 eta: 1:36:33 time: 0.1423 data_time: 0.0026 memory: 4390 loss: 2.0642 2022/12/08 01:41:22 - mmengine - INFO - Epoch(train) [192][3300/5005] lr: 4.2853e-04 eta: 1:36:19 time: 0.1406 data_time: 0.0027 memory: 4390 loss: 2.2765 2022/12/08 01:41:36 - mmengine - INFO - Epoch(train) [192][3400/5005] lr: 4.2648e-04 eta: 1:36:05 time: 0.1397 data_time: 0.0026 memory: 4390 loss: 2.3940 2022/12/08 01:41:50 - mmengine - INFO - Epoch(train) [192][3500/5005] lr: 4.2444e-04 eta: 1:35:51 time: 0.1427 data_time: 0.0025 memory: 4390 loss: 2.0928 2022/12/08 01:42:05 - mmengine - INFO - Epoch(train) [192][3600/5005] lr: 4.2240e-04 eta: 1:35:37 time: 0.1423 data_time: 0.0033 memory: 4390 loss: 2.3159 2022/12/08 01:42:19 - mmengine - INFO - Epoch(train) [192][3700/5005] lr: 4.2037e-04 eta: 1:35:23 time: 0.1417 data_time: 0.0025 memory: 4390 loss: 2.5401 2022/12/08 01:42:34 - mmengine - INFO - Epoch(train) [192][3800/5005] lr: 4.1834e-04 eta: 1:35:10 time: 0.1428 data_time: 0.0027 memory: 4390 loss: 2.1530 2022/12/08 01:42:48 - mmengine - INFO - Epoch(train) [192][3900/5005] lr: 4.1632e-04 eta: 1:34:56 time: 0.1406 data_time: 0.0025 memory: 4390 loss: 2.7526 2022/12/08 01:43:02 - mmengine - INFO - Epoch(train) [192][4000/5005] lr: 4.1430e-04 eta: 1:34:42 time: 0.1419 data_time: 0.0027 memory: 4390 loss: 2.5351 2022/12/08 01:43:08 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:43:16 - mmengine - INFO - Epoch(train) [192][4100/5005] lr: 4.1228e-04 eta: 1:34:28 time: 0.1397 data_time: 0.0026 memory: 4390 loss: 2.7572 2022/12/08 01:43:30 - mmengine - INFO - Epoch(train) [192][4200/5005] lr: 4.1028e-04 eta: 1:34:14 time: 0.1411 data_time: 0.0026 memory: 4390 loss: 2.3622 2022/12/08 01:43:45 - mmengine - INFO - Epoch(train) [192][4300/5005] lr: 4.0827e-04 eta: 1:34:00 time: 0.1403 data_time: 0.0026 memory: 4390 loss: 2.2386 2022/12/08 01:43:59 - mmengine - INFO - Epoch(train) [192][4400/5005] lr: 4.0627e-04 eta: 1:33:47 time: 0.1400 data_time: 0.0025 memory: 4390 loss: 2.0924 2022/12/08 01:44:13 - mmengine - INFO - Epoch(train) [192][4500/5005] lr: 4.0428e-04 eta: 1:33:33 time: 0.1396 data_time: 0.0026 memory: 4390 loss: 2.3679 2022/12/08 01:44:27 - mmengine - INFO - Epoch(train) [192][4600/5005] lr: 4.0229e-04 eta: 1:33:19 time: 0.1580 data_time: 0.0026 memory: 4390 loss: 2.1118 2022/12/08 01:44:41 - mmengine - INFO - Epoch(train) [192][4700/5005] lr: 4.0031e-04 eta: 1:33:05 time: 0.1415 data_time: 0.0027 memory: 4390 loss: 2.4469 2022/12/08 01:44:56 - mmengine - INFO - Epoch(train) [192][4800/5005] lr: 3.9833e-04 eta: 1:32:51 time: 0.1411 data_time: 0.0025 memory: 4390 loss: 2.2471 2022/12/08 01:45:10 - mmengine - INFO - Epoch(train) [192][4900/5005] lr: 3.9635e-04 eta: 1:32:37 time: 0.1424 data_time: 0.0027 memory: 4390 loss: 2.7843 2022/12/08 01:45:24 - mmengine - INFO - Epoch(train) [192][5000/5005] lr: 3.9438e-04 eta: 1:32:24 time: 0.1437 data_time: 0.0035 memory: 4390 loss: 1.9800 2022/12/08 01:45:25 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:45:25 - mmengine - INFO - Saving checkpoint at 192 epochs 2022/12/08 01:45:35 - mmengine - INFO - Epoch(val) [192][100/196] eta: 0:00:07 time: 0.0772 data_time: 0.0459 memory: 4390 2022/12/08 01:45:54 - mmengine - INFO - Epoch(val) [192][196/196] accuracy/top1: 80.0380 accuracy/top5: 95.1120 2022/12/08 01:46:01 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:46:09 - mmengine - INFO - Epoch(train) [193][ 100/5005] lr: 3.9232e-04 eta: 1:32:09 time: 0.1407 data_time: 0.0026 memory: 4390 loss: 2.5940 2022/12/08 01:46:24 - mmengine - INFO - Epoch(train) [193][ 200/5005] lr: 3.9036e-04 eta: 1:31:55 time: 0.1420 data_time: 0.0025 memory: 4390 loss: 2.4580 2022/12/08 01:46:38 - mmengine - INFO - Epoch(train) [193][ 300/5005] lr: 3.8841e-04 eta: 1:31:41 time: 0.1404 data_time: 0.0025 memory: 4390 loss: 2.1236 2022/12/08 01:46:52 - mmengine - INFO - Epoch(train) [193][ 400/5005] lr: 3.8646e-04 eta: 1:31:28 time: 0.1436 data_time: 0.0024 memory: 4390 loss: 2.1556 2022/12/08 01:47:06 - mmengine - INFO - Epoch(train) [193][ 500/5005] lr: 3.8451e-04 eta: 1:31:14 time: 0.1496 data_time: 0.0025 memory: 4390 loss: 2.3241 2022/12/08 01:47:21 - mmengine - INFO - Epoch(train) [193][ 600/5005] lr: 3.8257e-04 eta: 1:31:00 time: 0.1401 data_time: 0.0035 memory: 4390 loss: 2.5309 2022/12/08 01:47:35 - mmengine - INFO - Epoch(train) [193][ 700/5005] lr: 3.8064e-04 eta: 1:30:46 time: 0.1412 data_time: 0.0032 memory: 4390 loss: 2.2728 2022/12/08 01:47:50 - mmengine - INFO - Epoch(train) [193][ 800/5005] lr: 3.7871e-04 eta: 1:30:32 time: 0.1427 data_time: 0.0032 memory: 4390 loss: 2.3031 2022/12/08 01:48:04 - mmengine - INFO - Epoch(train) [193][ 900/5005] lr: 3.7678e-04 eta: 1:30:19 time: 0.1418 data_time: 0.0030 memory: 4390 loss: 2.1546 2022/12/08 01:48:19 - mmengine - INFO - Epoch(train) [193][1000/5005] lr: 3.7486e-04 eta: 1:30:05 time: 0.1418 data_time: 0.0031 memory: 4390 loss: 2.2262 2022/12/08 01:48:24 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:48:33 - mmengine - INFO - Epoch(train) [193][1100/5005] lr: 3.7295e-04 eta: 1:29:51 time: 0.1425 data_time: 0.0031 memory: 4390 loss: 2.3894 2022/12/08 01:48:47 - mmengine - INFO - Epoch(train) [193][1200/5005] lr: 3.7103e-04 eta: 1:29:37 time: 0.1411 data_time: 0.0032 memory: 4390 loss: 2.6477 2022/12/08 01:49:02 - mmengine - INFO - Epoch(train) [193][1300/5005] lr: 3.6913e-04 eta: 1:29:23 time: 0.1419 data_time: 0.0030 memory: 4390 loss: 2.2878 2022/12/08 01:49:16 - mmengine - INFO - Epoch(train) [193][1400/5005] lr: 3.6723e-04 eta: 1:29:09 time: 0.1426 data_time: 0.0036 memory: 4390 loss: 2.5321 2022/12/08 01:49:31 - mmengine - INFO - Epoch(train) [193][1500/5005] lr: 3.6533e-04 eta: 1:28:56 time: 0.1415 data_time: 0.0037 memory: 4390 loss: 2.6548 2022/12/08 01:49:45 - mmengine - INFO - Epoch(train) [193][1600/5005] lr: 3.6344e-04 eta: 1:28:42 time: 0.1403 data_time: 0.0034 memory: 4390 loss: 2.3326 2022/12/08 01:49:59 - mmengine - INFO - Epoch(train) [193][1700/5005] lr: 3.6155e-04 eta: 1:28:28 time: 0.1405 data_time: 0.0034 memory: 4390 loss: 2.7299 2022/12/08 01:50:14 - mmengine - INFO - Epoch(train) [193][1800/5005] lr: 3.5967e-04 eta: 1:28:14 time: 0.1426 data_time: 0.0035 memory: 4390 loss: 2.1006 2022/12/08 01:50:28 - mmengine - INFO - Epoch(train) [193][1900/5005] lr: 3.5780e-04 eta: 1:28:00 time: 0.1421 data_time: 0.0034 memory: 4390 loss: 2.6262 2022/12/08 01:50:43 - mmengine - INFO - Epoch(train) [193][2000/5005] lr: 3.5593e-04 eta: 1:27:46 time: 0.1416 data_time: 0.0029 memory: 4390 loss: 2.1159 2022/12/08 01:50:48 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:50:57 - mmengine - INFO - Epoch(train) [193][2100/5005] lr: 3.5406e-04 eta: 1:27:33 time: 0.1411 data_time: 0.0026 memory: 4390 loss: 2.6488 2022/12/08 01:51:11 - mmengine - INFO - Epoch(train) [193][2200/5005] lr: 3.5220e-04 eta: 1:27:19 time: 0.1437 data_time: 0.0027 memory: 4390 loss: 2.2315 2022/12/08 01:51:26 - mmengine - INFO - Epoch(train) [193][2300/5005] lr: 3.5034e-04 eta: 1:27:05 time: 0.1448 data_time: 0.0027 memory: 4390 loss: 2.4226 2022/12/08 01:51:41 - mmengine - INFO - Epoch(train) [193][2400/5005] lr: 3.4849e-04 eta: 1:26:51 time: 0.1424 data_time: 0.0032 memory: 4390 loss: 2.0712 2022/12/08 01:51:55 - mmengine - INFO - Epoch(train) [193][2500/5005] lr: 3.4664e-04 eta: 1:26:37 time: 0.1399 data_time: 0.0029 memory: 4390 loss: 2.8993 2022/12/08 01:52:09 - mmengine - INFO - Epoch(train) [193][2600/5005] lr: 3.4480e-04 eta: 1:26:23 time: 0.1401 data_time: 0.0028 memory: 4390 loss: 2.1606 2022/12/08 01:52:23 - mmengine - INFO - Epoch(train) [193][2700/5005] lr: 3.4296e-04 eta: 1:26:10 time: 0.1418 data_time: 0.0028 memory: 4390 loss: 2.3276 2022/12/08 01:52:38 - mmengine - INFO - Epoch(train) [193][2800/5005] lr: 3.4113e-04 eta: 1:25:56 time: 0.1402 data_time: 0.0028 memory: 4390 loss: 2.2158 2022/12/08 01:52:52 - mmengine - INFO - Epoch(train) [193][2900/5005] lr: 3.3930e-04 eta: 1:25:42 time: 0.1412 data_time: 0.0027 memory: 4390 loss: 2.8291 2022/12/08 01:53:06 - mmengine - INFO - Epoch(train) [193][3000/5005] lr: 3.3748e-04 eta: 1:25:28 time: 0.1419 data_time: 0.0026 memory: 4390 loss: 2.1270 2022/12/08 01:53:12 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:53:21 - mmengine - INFO - Epoch(train) [193][3100/5005] lr: 3.3566e-04 eta: 1:25:14 time: 0.1405 data_time: 0.0027 memory: 4390 loss: 2.2056 2022/12/08 01:53:35 - mmengine - INFO - Epoch(train) [193][3200/5005] lr: 3.3385e-04 eta: 1:25:00 time: 0.1427 data_time: 0.0029 memory: 4390 loss: 2.3981 2022/12/08 01:53:50 - mmengine - INFO - Epoch(train) [193][3300/5005] lr: 3.3204e-04 eta: 1:24:47 time: 0.1423 data_time: 0.0028 memory: 4390 loss: 2.1284 2022/12/08 01:54:04 - mmengine - INFO - Epoch(train) [193][3400/5005] lr: 3.3024e-04 eta: 1:24:33 time: 0.1407 data_time: 0.0026 memory: 4390 loss: 2.9188 2022/12/08 01:54:18 - mmengine - INFO - Epoch(train) [193][3500/5005] lr: 3.2844e-04 eta: 1:24:19 time: 0.1414 data_time: 0.0028 memory: 4390 loss: 2.2027 2022/12/08 01:54:33 - mmengine - INFO - Epoch(train) [193][3600/5005] lr: 3.2665e-04 eta: 1:24:05 time: 0.1421 data_time: 0.0026 memory: 4390 loss: 2.3437 2022/12/08 01:54:47 - mmengine - INFO - Epoch(train) [193][3700/5005] lr: 3.2486e-04 eta: 1:23:51 time: 0.1417 data_time: 0.0026 memory: 4390 loss: 2.5515 2022/12/08 01:55:02 - mmengine - INFO - Epoch(train) [193][3800/5005] lr: 3.2308e-04 eta: 1:23:37 time: 0.1411 data_time: 0.0026 memory: 4390 loss: 2.2602 2022/12/08 01:55:16 - mmengine - INFO - Epoch(train) [193][3900/5005] lr: 3.2130e-04 eta: 1:23:24 time: 0.1421 data_time: 0.0027 memory: 4390 loss: 2.3129 2022/12/08 01:55:30 - mmengine - INFO - Epoch(train) [193][4000/5005] lr: 3.1952e-04 eta: 1:23:10 time: 0.1425 data_time: 0.0028 memory: 4390 loss: 2.3522 2022/12/08 01:55:36 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:55:45 - mmengine - INFO - Epoch(train) [193][4100/5005] lr: 3.1775e-04 eta: 1:22:56 time: 0.1401 data_time: 0.0031 memory: 4390 loss: 3.1271 2022/12/08 01:55:59 - mmengine - INFO - Epoch(train) [193][4200/5005] lr: 3.1599e-04 eta: 1:22:42 time: 0.1430 data_time: 0.0032 memory: 4390 loss: 2.3198 2022/12/08 01:56:13 - mmengine - INFO - Epoch(train) [193][4300/5005] lr: 3.1423e-04 eta: 1:22:28 time: 0.1484 data_time: 0.0027 memory: 4390 loss: 2.2087 2022/12/08 01:56:28 - mmengine - INFO - Epoch(train) [193][4400/5005] lr: 3.1248e-04 eta: 1:22:14 time: 0.1427 data_time: 0.0025 memory: 4390 loss: 2.8080 2022/12/08 01:56:42 - mmengine - INFO - Epoch(train) [193][4500/5005] lr: 3.1073e-04 eta: 1:22:01 time: 0.1417 data_time: 0.0026 memory: 4390 loss: 2.4443 2022/12/08 01:56:56 - mmengine - INFO - Epoch(train) [193][4600/5005] lr: 3.0898e-04 eta: 1:21:47 time: 0.1404 data_time: 0.0026 memory: 4390 loss: 2.3337 2022/12/08 01:57:11 - mmengine - INFO - Epoch(train) [193][4700/5005] lr: 3.0724e-04 eta: 1:21:33 time: 0.1409 data_time: 0.0025 memory: 4390 loss: 3.1473 2022/12/08 01:57:25 - mmengine - INFO - Epoch(train) [193][4800/5005] lr: 3.0551e-04 eta: 1:21:19 time: 0.1410 data_time: 0.0026 memory: 4390 loss: 2.2209 2022/12/08 01:57:39 - mmengine - INFO - Epoch(train) [193][4900/5005] lr: 3.0378e-04 eta: 1:21:05 time: 0.1424 data_time: 0.0027 memory: 4390 loss: 2.6783 2022/12/08 01:57:54 - mmengine - INFO - Epoch(train) [193][5000/5005] lr: 3.0206e-04 eta: 1:20:51 time: 0.1435 data_time: 0.0034 memory: 4390 loss: 2.5677 2022/12/08 01:57:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:57:55 - mmengine - INFO - Saving checkpoint at 193 epochs 2022/12/08 01:58:05 - mmengine - INFO - Epoch(val) [193][100/196] eta: 0:00:07 time: 0.0757 data_time: 0.0448 memory: 4391 2022/12/08 01:58:24 - mmengine - INFO - Epoch(val) [193][196/196] accuracy/top1: 80.0260 accuracy/top5: 95.0740 2022/12/08 01:58:30 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 01:58:39 - mmengine - INFO - Epoch(train) [194][ 100/5005] lr: 3.0025e-04 eta: 1:20:37 time: 0.1414 data_time: 0.0032 memory: 4390 loss: 2.5139 2022/12/08 01:58:54 - mmengine - INFO - Epoch(train) [194][ 200/5005] lr: 2.9854e-04 eta: 1:20:23 time: 0.1424 data_time: 0.0039 memory: 4390 loss: 2.2749 2022/12/08 01:59:08 - mmengine - INFO - Epoch(train) [194][ 300/5005] lr: 2.9683e-04 eta: 1:20:09 time: 0.1436 data_time: 0.0032 memory: 4390 loss: 2.4536 2022/12/08 01:59:23 - mmengine - INFO - Epoch(train) [194][ 400/5005] lr: 2.9512e-04 eta: 1:19:55 time: 0.1437 data_time: 0.0041 memory: 4390 loss: 2.4769 2022/12/08 01:59:37 - mmengine - INFO - Epoch(train) [194][ 500/5005] lr: 2.9342e-04 eta: 1:19:42 time: 0.1437 data_time: 0.0036 memory: 4390 loss: 2.4491 2022/12/08 01:59:52 - mmengine - INFO - Epoch(train) [194][ 600/5005] lr: 2.9173e-04 eta: 1:19:28 time: 0.1411 data_time: 0.0035 memory: 4390 loss: 2.2937 2022/12/08 02:00:06 - mmengine - INFO - Epoch(train) [194][ 700/5005] lr: 2.9004e-04 eta: 1:19:14 time: 0.1413 data_time: 0.0032 memory: 4390 loss: 2.3588 2022/12/08 02:00:20 - mmengine - INFO - Epoch(train) [194][ 800/5005] lr: 2.8835e-04 eta: 1:19:00 time: 0.1412 data_time: 0.0031 memory: 4390 loss: 2.7369 2022/12/08 02:00:35 - mmengine - INFO - Epoch(train) [194][ 900/5005] lr: 2.8667e-04 eta: 1:18:46 time: 0.1419 data_time: 0.0030 memory: 4390 loss: 1.9856 2022/12/08 02:00:49 - mmengine - INFO - Epoch(train) [194][1000/5005] lr: 2.8499e-04 eta: 1:18:32 time: 0.1397 data_time: 0.0032 memory: 4390 loss: 2.4810 2022/12/08 02:00:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:01:03 - mmengine - INFO - Epoch(train) [194][1100/5005] lr: 2.8332e-04 eta: 1:18:19 time: 0.1412 data_time: 0.0033 memory: 4390 loss: 2.4996 2022/12/08 02:01:18 - mmengine - INFO - Epoch(train) [194][1200/5005] lr: 2.8166e-04 eta: 1:18:05 time: 0.1403 data_time: 0.0035 memory: 4390 loss: 2.1736 2022/12/08 02:01:32 - mmengine - INFO - Epoch(train) [194][1300/5005] lr: 2.8000e-04 eta: 1:17:51 time: 0.1404 data_time: 0.0034 memory: 4390 loss: 2.6744 2022/12/08 02:01:47 - mmengine - INFO - Epoch(train) [194][1400/5005] lr: 2.7834e-04 eta: 1:17:37 time: 0.1404 data_time: 0.0032 memory: 4390 loss: 2.2776 2022/12/08 02:02:01 - mmengine - INFO - Epoch(train) [194][1500/5005] lr: 2.7669e-04 eta: 1:17:23 time: 0.1431 data_time: 0.0035 memory: 4390 loss: 2.2004 2022/12/08 02:02:16 - mmengine - INFO - Epoch(train) [194][1600/5005] lr: 2.7504e-04 eta: 1:17:09 time: 0.1422 data_time: 0.0038 memory: 4390 loss: 2.1310 2022/12/08 02:02:30 - mmengine - INFO - Epoch(train) [194][1700/5005] lr: 2.7340e-04 eta: 1:16:56 time: 0.1432 data_time: 0.0038 memory: 4390 loss: 2.1639 2022/12/08 02:02:44 - mmengine - INFO - Epoch(train) [194][1800/5005] lr: 2.7177e-04 eta: 1:16:42 time: 0.1415 data_time: 0.0039 memory: 4390 loss: 2.7144 2022/12/08 02:02:59 - mmengine - INFO - Epoch(train) [194][1900/5005] lr: 2.7013e-04 eta: 1:16:28 time: 0.1414 data_time: 0.0036 memory: 4390 loss: 2.3256 2022/12/08 02:03:13 - mmengine - INFO - Epoch(train) [194][2000/5005] lr: 2.6851e-04 eta: 1:16:14 time: 0.1413 data_time: 0.0037 memory: 4390 loss: 2.8977 2022/12/08 02:03:18 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:03:28 - mmengine - INFO - Epoch(train) [194][2100/5005] lr: 2.6689e-04 eta: 1:16:00 time: 0.1427 data_time: 0.0033 memory: 4390 loss: 3.0249 2022/12/08 02:03:42 - mmengine - INFO - Epoch(train) [194][2200/5005] lr: 2.6527e-04 eta: 1:15:46 time: 0.1415 data_time: 0.0040 memory: 4390 loss: 2.3376 2022/12/08 02:03:56 - mmengine - INFO - Epoch(train) [194][2300/5005] lr: 2.6366e-04 eta: 1:15:33 time: 0.1411 data_time: 0.0035 memory: 4390 loss: 2.2954 2022/12/08 02:04:11 - mmengine - INFO - Epoch(train) [194][2400/5005] lr: 2.6205e-04 eta: 1:15:19 time: 0.1412 data_time: 0.0037 memory: 4390 loss: 2.9626 2022/12/08 02:04:25 - mmengine - INFO - Epoch(train) [194][2500/5005] lr: 2.6045e-04 eta: 1:15:05 time: 0.1412 data_time: 0.0037 memory: 4390 loss: 2.2802 2022/12/08 02:04:40 - mmengine - INFO - Epoch(train) [194][2600/5005] lr: 2.5885e-04 eta: 1:14:51 time: 0.1417 data_time: 0.0035 memory: 4390 loss: 2.6735 2022/12/08 02:04:54 - mmengine - INFO - Epoch(train) [194][2700/5005] lr: 2.5726e-04 eta: 1:14:37 time: 0.1420 data_time: 0.0032 memory: 4390 loss: 2.6480 2022/12/08 02:05:09 - mmengine - INFO - Epoch(train) [194][2800/5005] lr: 2.5567e-04 eta: 1:14:23 time: 0.1397 data_time: 0.0032 memory: 4390 loss: 2.1302 2022/12/08 02:05:23 - mmengine - INFO - Epoch(train) [194][2900/5005] lr: 2.5409e-04 eta: 1:14:10 time: 0.1397 data_time: 0.0031 memory: 4390 loss: 2.4697 2022/12/08 02:05:37 - mmengine - INFO - Epoch(train) [194][3000/5005] lr: 2.5251e-04 eta: 1:13:56 time: 0.1413 data_time: 0.0030 memory: 4390 loss: 2.8741 2022/12/08 02:05:42 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:05:52 - mmengine - INFO - Epoch(train) [194][3100/5005] lr: 2.5094e-04 eta: 1:13:42 time: 0.1401 data_time: 0.0031 memory: 4390 loss: 2.6951 2022/12/08 02:06:06 - mmengine - INFO - Epoch(train) [194][3200/5005] lr: 2.4937e-04 eta: 1:13:28 time: 0.1411 data_time: 0.0032 memory: 4390 loss: 2.6142 2022/12/08 02:06:20 - mmengine - INFO - Epoch(train) [194][3300/5005] lr: 2.4781e-04 eta: 1:13:14 time: 0.1436 data_time: 0.0034 memory: 4390 loss: 2.1077 2022/12/08 02:06:35 - mmengine - INFO - Epoch(train) [194][3400/5005] lr: 2.4625e-04 eta: 1:13:00 time: 0.1405 data_time: 0.0034 memory: 4390 loss: 2.6748 2022/12/08 02:06:49 - mmengine - INFO - Epoch(train) [194][3500/5005] lr: 2.4470e-04 eta: 1:12:46 time: 0.1403 data_time: 0.0036 memory: 4390 loss: 2.6471 2022/12/08 02:07:04 - mmengine - INFO - Epoch(train) [194][3600/5005] lr: 2.4315e-04 eta: 1:12:33 time: 0.1413 data_time: 0.0035 memory: 4390 loss: 2.5850 2022/12/08 02:07:18 - mmengine - INFO - Epoch(train) [194][3700/5005] lr: 2.4161e-04 eta: 1:12:19 time: 0.1404 data_time: 0.0036 memory: 4390 loss: 2.1988 2022/12/08 02:07:32 - mmengine - INFO - Epoch(train) [194][3800/5005] lr: 2.4007e-04 eta: 1:12:05 time: 0.1405 data_time: 0.0036 memory: 4390 loss: 2.1367 2022/12/08 02:07:47 - mmengine - INFO - Epoch(train) [194][3900/5005] lr: 2.3853e-04 eta: 1:11:51 time: 0.1421 data_time: 0.0037 memory: 4390 loss: 2.4382 2022/12/08 02:08:01 - mmengine - INFO - Epoch(train) [194][4000/5005] lr: 2.3701e-04 eta: 1:11:37 time: 0.1428 data_time: 0.0037 memory: 4390 loss: 2.3961 2022/12/08 02:08:06 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:08:15 - mmengine - INFO - Epoch(train) [194][4100/5005] lr: 2.3548e-04 eta: 1:11:23 time: 0.1401 data_time: 0.0032 memory: 4390 loss: 2.1011 2022/12/08 02:08:30 - mmengine - INFO - Epoch(train) [194][4200/5005] lr: 2.3396e-04 eta: 1:11:10 time: 0.1418 data_time: 0.0026 memory: 4390 loss: 2.4811 2022/12/08 02:08:44 - mmengine - INFO - Epoch(train) [194][4300/5005] lr: 2.3245e-04 eta: 1:10:56 time: 0.1406 data_time: 0.0026 memory: 4390 loss: 2.8918 2022/12/08 02:08:58 - mmengine - INFO - Epoch(train) [194][4400/5005] lr: 2.3094e-04 eta: 1:10:42 time: 0.1425 data_time: 0.0025 memory: 4390 loss: 2.3757 2022/12/08 02:09:13 - mmengine - INFO - Epoch(train) [194][4500/5005] lr: 2.2944e-04 eta: 1:10:28 time: 0.1422 data_time: 0.0025 memory: 4390 loss: 2.5480 2022/12/08 02:09:27 - mmengine - INFO - Epoch(train) [194][4600/5005] lr: 2.2794e-04 eta: 1:10:14 time: 0.1423 data_time: 0.0028 memory: 4390 loss: 2.2931 2022/12/08 02:09:42 - mmengine - INFO - Epoch(train) [194][4700/5005] lr: 2.2644e-04 eta: 1:10:00 time: 0.1433 data_time: 0.0026 memory: 4390 loss: 2.4918 2022/12/08 02:09:56 - mmengine - INFO - Epoch(train) [194][4800/5005] lr: 2.2495e-04 eta: 1:09:47 time: 0.1436 data_time: 0.0025 memory: 4390 loss: 2.6069 2022/12/08 02:10:11 - mmengine - INFO - Epoch(train) [194][4900/5005] lr: 2.2347e-04 eta: 1:09:33 time: 0.1423 data_time: 0.0026 memory: 4390 loss: 2.1424 2022/12/08 02:10:25 - mmengine - INFO - Epoch(train) [194][5000/5005] lr: 2.2199e-04 eta: 1:09:19 time: 0.1427 data_time: 0.0036 memory: 4390 loss: 2.7518 2022/12/08 02:10:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:10:26 - mmengine - INFO - Saving checkpoint at 194 epochs 2022/12/08 02:10:36 - mmengine - INFO - Epoch(val) [194][100/196] eta: 0:00:07 time: 0.0753 data_time: 0.0446 memory: 4390 2022/12/08 02:10:54 - mmengine - INFO - Epoch(val) [194][196/196] accuracy/top1: 80.1760 accuracy/top5: 95.1320 2022/12/08 02:10:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:11:09 - mmengine - INFO - Epoch(train) [195][ 100/5005] lr: 2.2044e-04 eta: 1:09:04 time: 0.1399 data_time: 0.0025 memory: 4391 loss: 2.3955 2022/12/08 02:11:24 - mmengine - INFO - Epoch(train) [195][ 200/5005] lr: 2.1897e-04 eta: 1:08:51 time: 0.1405 data_time: 0.0025 memory: 4390 loss: 2.1826 2022/12/08 02:11:38 - mmengine - INFO - Epoch(train) [195][ 300/5005] lr: 2.1751e-04 eta: 1:08:37 time: 0.1403 data_time: 0.0032 memory: 4390 loss: 2.5642 2022/12/08 02:11:52 - mmengine - INFO - Epoch(train) [195][ 400/5005] lr: 2.1605e-04 eta: 1:08:23 time: 0.1404 data_time: 0.0032 memory: 4390 loss: 2.0929 2022/12/08 02:12:07 - mmengine - INFO - Epoch(train) [195][ 500/5005] lr: 2.1459e-04 eta: 1:08:09 time: 0.1422 data_time: 0.0026 memory: 4390 loss: 2.3666 2022/12/08 02:12:21 - mmengine - INFO - Epoch(train) [195][ 600/5005] lr: 2.1314e-04 eta: 1:07:55 time: 0.1410 data_time: 0.0026 memory: 4390 loss: 2.1466 2022/12/08 02:12:35 - mmengine - INFO - Epoch(train) [195][ 700/5005] lr: 2.1170e-04 eta: 1:07:41 time: 0.1400 data_time: 0.0026 memory: 4390 loss: 2.3126 2022/12/08 02:12:49 - mmengine - INFO - Epoch(train) [195][ 800/5005] lr: 2.1026e-04 eta: 1:07:28 time: 0.1399 data_time: 0.0026 memory: 4390 loss: 1.7801 2022/12/08 02:13:04 - mmengine - INFO - Epoch(train) [195][ 900/5005] lr: 2.0882e-04 eta: 1:07:14 time: 0.1443 data_time: 0.0027 memory: 4390 loss: 2.1782 2022/12/08 02:13:18 - mmengine - INFO - Epoch(train) [195][1000/5005] lr: 2.0739e-04 eta: 1:07:00 time: 0.1398 data_time: 0.0026 memory: 4390 loss: 2.5776 2022/12/08 02:13:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:13:32 - mmengine - INFO - Epoch(train) [195][1100/5005] lr: 2.0597e-04 eta: 1:06:46 time: 0.1399 data_time: 0.0027 memory: 4390 loss: 2.6468 2022/12/08 02:13:47 - mmengine - INFO - Epoch(train) [195][1200/5005] lr: 2.0455e-04 eta: 1:06:32 time: 0.1415 data_time: 0.0026 memory: 4390 loss: 2.3127 2022/12/08 02:14:01 - mmengine - INFO - Epoch(train) [195][1300/5005] lr: 2.0313e-04 eta: 1:06:18 time: 0.1428 data_time: 0.0027 memory: 4390 loss: 2.3916 2022/12/08 02:14:15 - mmengine - INFO - Epoch(train) [195][1400/5005] lr: 2.0172e-04 eta: 1:06:04 time: 0.1405 data_time: 0.0027 memory: 4390 loss: 2.3965 2022/12/08 02:14:30 - mmengine - INFO - Epoch(train) [195][1500/5005] lr: 2.0032e-04 eta: 1:05:51 time: 0.1430 data_time: 0.0026 memory: 4390 loss: 2.5504 2022/12/08 02:14:44 - mmengine - INFO - Epoch(train) [195][1600/5005] lr: 1.9892e-04 eta: 1:05:37 time: 0.1401 data_time: 0.0026 memory: 4390 loss: 2.5036 2022/12/08 02:14:58 - mmengine - INFO - Epoch(train) [195][1700/5005] lr: 1.9752e-04 eta: 1:05:23 time: 0.1399 data_time: 0.0027 memory: 4390 loss: 2.4389 2022/12/08 02:15:12 - mmengine - INFO - Epoch(train) [195][1800/5005] lr: 1.9613e-04 eta: 1:05:09 time: 0.1415 data_time: 0.0024 memory: 4390 loss: 2.2720 2022/12/08 02:15:27 - mmengine - INFO - Epoch(train) [195][1900/5005] lr: 1.9474e-04 eta: 1:04:55 time: 0.1421 data_time: 0.0028 memory: 4390 loss: 2.6460 2022/12/08 02:15:41 - mmengine - INFO - Epoch(train) [195][2000/5005] lr: 1.9336e-04 eta: 1:04:41 time: 0.1410 data_time: 0.0026 memory: 4390 loss: 2.2282 2022/12/08 02:15:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:15:55 - mmengine - INFO - Epoch(train) [195][2100/5005] lr: 1.9198e-04 eta: 1:04:28 time: 0.1409 data_time: 0.0027 memory: 4390 loss: 2.2019 2022/12/08 02:16:10 - mmengine - INFO - Epoch(train) [195][2200/5005] lr: 1.9061e-04 eta: 1:04:14 time: 0.1412 data_time: 0.0027 memory: 4390 loss: 2.2711 2022/12/08 02:16:24 - mmengine - INFO - Epoch(train) [195][2300/5005] lr: 1.8925e-04 eta: 1:04:00 time: 0.1419 data_time: 0.0029 memory: 4390 loss: 2.1363 2022/12/08 02:16:38 - mmengine - INFO - Epoch(train) [195][2400/5005] lr: 1.8789e-04 eta: 1:03:46 time: 0.1413 data_time: 0.0028 memory: 4390 loss: 2.0432 2022/12/08 02:16:53 - mmengine - INFO - Epoch(train) [195][2500/5005] lr: 1.8653e-04 eta: 1:03:32 time: 0.1405 data_time: 0.0025 memory: 4390 loss: 2.1611 2022/12/08 02:17:07 - mmengine - INFO - Epoch(train) [195][2600/5005] lr: 1.8518e-04 eta: 1:03:18 time: 0.1427 data_time: 0.0027 memory: 4390 loss: 2.6776 2022/12/08 02:17:22 - mmengine - INFO - Epoch(train) [195][2700/5005] lr: 1.8383e-04 eta: 1:03:05 time: 0.1404 data_time: 0.0026 memory: 4390 loss: 2.3817 2022/12/08 02:17:36 - mmengine - INFO - Epoch(train) [195][2800/5005] lr: 1.8249e-04 eta: 1:02:51 time: 0.1408 data_time: 0.0028 memory: 4390 loss: 2.2113 2022/12/08 02:17:50 - mmengine - INFO - Epoch(train) [195][2900/5005] lr: 1.8115e-04 eta: 1:02:37 time: 0.1411 data_time: 0.0026 memory: 4390 loss: 2.8289 2022/12/08 02:18:05 - mmengine - INFO - Epoch(train) [195][3000/5005] lr: 1.7982e-04 eta: 1:02:23 time: 0.1398 data_time: 0.0026 memory: 4390 loss: 2.1336 2022/12/08 02:18:09 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:18:19 - mmengine - INFO - Epoch(train) [195][3100/5005] lr: 1.7849e-04 eta: 1:02:09 time: 0.1397 data_time: 0.0026 memory: 4390 loss: 2.4040 2022/12/08 02:18:33 - mmengine - INFO - Epoch(train) [195][3200/5005] lr: 1.7717e-04 eta: 1:01:55 time: 0.1429 data_time: 0.0027 memory: 4390 loss: 2.5309 2022/12/08 02:18:47 - mmengine - INFO - Epoch(train) [195][3300/5005] lr: 1.7585e-04 eta: 1:01:42 time: 0.1427 data_time: 0.0029 memory: 4390 loss: 2.3507 2022/12/08 02:19:02 - mmengine - INFO - Epoch(train) [195][3400/5005] lr: 1.7454e-04 eta: 1:01:28 time: 0.1402 data_time: 0.0033 memory: 4390 loss: 2.5680 2022/12/08 02:19:16 - mmengine - INFO - Epoch(train) [195][3500/5005] lr: 1.7323e-04 eta: 1:01:14 time: 0.1401 data_time: 0.0025 memory: 4390 loss: 1.8168 2022/12/08 02:19:30 - mmengine - INFO - Epoch(train) [195][3600/5005] lr: 1.7193e-04 eta: 1:01:00 time: 0.1418 data_time: 0.0031 memory: 4390 loss: 2.3875 2022/12/08 02:19:45 - mmengine - INFO - Epoch(train) [195][3700/5005] lr: 1.7063e-04 eta: 1:00:46 time: 0.1404 data_time: 0.0027 memory: 4390 loss: 2.2359 2022/12/08 02:19:59 - mmengine - INFO - Epoch(train) [195][3800/5005] lr: 1.6934e-04 eta: 1:00:32 time: 0.1415 data_time: 0.0030 memory: 4390 loss: 2.6034 2022/12/08 02:20:14 - mmengine - INFO - Epoch(train) [195][3900/5005] lr: 1.6805e-04 eta: 1:00:18 time: 0.1432 data_time: 0.0031 memory: 4390 loss: 2.8770 2022/12/08 02:20:28 - mmengine - INFO - Epoch(train) [195][4000/5005] lr: 1.6677e-04 eta: 1:00:05 time: 0.1414 data_time: 0.0025 memory: 4390 loss: 2.4655 2022/12/08 02:20:33 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:20:43 - mmengine - INFO - Epoch(train) [195][4100/5005] lr: 1.6549e-04 eta: 0:59:51 time: 0.1444 data_time: 0.0028 memory: 4390 loss: 2.4859 2022/12/08 02:20:57 - mmengine - INFO - Epoch(train) [195][4200/5005] lr: 1.6422e-04 eta: 0:59:37 time: 0.1445 data_time: 0.0025 memory: 4390 loss: 2.5030 2022/12/08 02:21:12 - mmengine - INFO - Epoch(train) [195][4300/5005] lr: 1.6295e-04 eta: 0:59:23 time: 0.1432 data_time: 0.0026 memory: 4390 loss: 2.0669 2022/12/08 02:21:26 - mmengine - INFO - Epoch(train) [195][4400/5005] lr: 1.6168e-04 eta: 0:59:09 time: 0.1411 data_time: 0.0026 memory: 4390 loss: 2.7312 2022/12/08 02:21:40 - mmengine - INFO - Epoch(train) [195][4500/5005] lr: 1.6043e-04 eta: 0:58:55 time: 0.1417 data_time: 0.0026 memory: 4390 loss: 2.3839 2022/12/08 02:21:55 - mmengine - INFO - Epoch(train) [195][4600/5005] lr: 1.5917e-04 eta: 0:58:42 time: 0.1413 data_time: 0.0027 memory: 4390 loss: 2.4690 2022/12/08 02:22:09 - mmengine - INFO - Epoch(train) [195][4700/5005] lr: 1.5792e-04 eta: 0:58:28 time: 0.1473 data_time: 0.0026 memory: 4390 loss: 2.3051 2022/12/08 02:22:24 - mmengine - INFO - Epoch(train) [195][4800/5005] lr: 1.5668e-04 eta: 0:58:14 time: 0.1413 data_time: 0.0025 memory: 4390 loss: 2.2857 2022/12/08 02:22:38 - mmengine - INFO - Epoch(train) [195][4900/5005] lr: 1.5544e-04 eta: 0:58:00 time: 0.1413 data_time: 0.0026 memory: 4390 loss: 2.2229 2022/12/08 02:22:52 - mmengine - INFO - Epoch(train) [195][5000/5005] lr: 1.5421e-04 eta: 0:57:46 time: 0.1430 data_time: 0.0036 memory: 4390 loss: 2.3099 2022/12/08 02:22:53 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:22:53 - mmengine - INFO - Saving checkpoint at 195 epochs 2022/12/08 02:23:03 - mmengine - INFO - Epoch(val) [195][100/196] eta: 0:00:07 time: 0.0732 data_time: 0.0428 memory: 4390 2022/12/08 02:23:22 - mmengine - INFO - Epoch(val) [195][196/196] accuracy/top1: 80.2300 accuracy/top5: 95.1040 2022/12/08 02:23:26 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:23:37 - mmengine - INFO - Epoch(train) [196][ 100/5005] lr: 1.5292e-04 eta: 0:57:32 time: 0.1424 data_time: 0.0029 memory: 4390 loss: 2.5113 2022/12/08 02:23:52 - mmengine - INFO - Epoch(train) [196][ 200/5005] lr: 1.5169e-04 eta: 0:57:18 time: 0.1407 data_time: 0.0029 memory: 4390 loss: 2.4015 2022/12/08 02:24:07 - mmengine - INFO - Epoch(train) [196][ 300/5005] lr: 1.5047e-04 eta: 0:57:04 time: 0.1436 data_time: 0.0032 memory: 4390 loss: 2.7232 2022/12/08 02:24:21 - mmengine - INFO - Epoch(train) [196][ 400/5005] lr: 1.4926e-04 eta: 0:56:50 time: 0.1418 data_time: 0.0033 memory: 4390 loss: 2.3807 2022/12/08 02:24:36 - mmengine - INFO - Epoch(train) [196][ 500/5005] lr: 1.4805e-04 eta: 0:56:36 time: 0.1421 data_time: 0.0034 memory: 4390 loss: 2.2339 2022/12/08 02:24:50 - mmengine - INFO - Epoch(train) [196][ 600/5005] lr: 1.4685e-04 eta: 0:56:23 time: 0.1463 data_time: 0.0033 memory: 4390 loss: 2.9131 2022/12/08 02:25:05 - mmengine - INFO - Epoch(train) [196][ 700/5005] lr: 1.4565e-04 eta: 0:56:09 time: 0.1468 data_time: 0.0028 memory: 4390 loss: 2.4691 2022/12/08 02:25:19 - mmengine - INFO - Epoch(train) [196][ 800/5005] lr: 1.4445e-04 eta: 0:55:55 time: 0.1418 data_time: 0.0027 memory: 4390 loss: 2.9036 2022/12/08 02:25:34 - mmengine - INFO - Epoch(train) [196][ 900/5005] lr: 1.4326e-04 eta: 0:55:41 time: 0.1419 data_time: 0.0028 memory: 4390 loss: 2.4693 2022/12/08 02:25:48 - mmengine - INFO - Epoch(train) [196][1000/5005] lr: 1.4208e-04 eta: 0:55:27 time: 0.1411 data_time: 0.0026 memory: 4390 loss: 2.7436 2022/12/08 02:25:52 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:26:02 - mmengine - INFO - Epoch(train) [196][1100/5005] lr: 1.4090e-04 eta: 0:55:13 time: 0.1397 data_time: 0.0026 memory: 4390 loss: 2.2521 2022/12/08 02:26:17 - mmengine - INFO - Epoch(train) [196][1200/5005] lr: 1.3972e-04 eta: 0:54:59 time: 0.1420 data_time: 0.0027 memory: 4390 loss: 2.4666 2022/12/08 02:26:31 - mmengine - INFO - Epoch(train) [196][1300/5005] lr: 1.3855e-04 eta: 0:54:46 time: 0.1397 data_time: 0.0026 memory: 4390 loss: 2.1085 2022/12/08 02:26:45 - mmengine - INFO - Epoch(train) [196][1400/5005] lr: 1.3739e-04 eta: 0:54:32 time: 0.1402 data_time: 0.0026 memory: 4390 loss: 2.9110 2022/12/08 02:27:00 - mmengine - INFO - Epoch(train) [196][1500/5005] lr: 1.3623e-04 eta: 0:54:18 time: 0.1441 data_time: 0.0027 memory: 4390 loss: 2.4973 2022/12/08 02:27:14 - mmengine - INFO - Epoch(train) [196][1600/5005] lr: 1.3507e-04 eta: 0:54:04 time: 0.1449 data_time: 0.0028 memory: 4390 loss: 2.2649 2022/12/08 02:27:29 - mmengine - INFO - Epoch(train) [196][1700/5005] lr: 1.3392e-04 eta: 0:53:50 time: 0.1408 data_time: 0.0026 memory: 4390 loss: 2.6245 2022/12/08 02:27:43 - mmengine - INFO - Epoch(train) [196][1800/5005] lr: 1.3278e-04 eta: 0:53:36 time: 0.1415 data_time: 0.0027 memory: 4390 loss: 1.9110 2022/12/08 02:27:57 - mmengine - INFO - Epoch(train) [196][1900/5005] lr: 1.3164e-04 eta: 0:53:23 time: 0.1414 data_time: 0.0028 memory: 4390 loss: 2.6328 2022/12/08 02:28:12 - mmengine - INFO - Epoch(train) [196][2000/5005] lr: 1.3050e-04 eta: 0:53:09 time: 0.1424 data_time: 0.0027 memory: 4390 loss: 2.2864 2022/12/08 02:28:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:28:26 - mmengine - INFO - Epoch(train) [196][2100/5005] lr: 1.2937e-04 eta: 0:52:55 time: 0.1425 data_time: 0.0025 memory: 4390 loss: 2.2614 2022/12/08 02:28:41 - mmengine - INFO - Epoch(train) [196][2200/5005] lr: 1.2825e-04 eta: 0:52:41 time: 0.1412 data_time: 0.0027 memory: 4390 loss: 2.3962 2022/12/08 02:28:55 - mmengine - INFO - Epoch(train) [196][2300/5005] lr: 1.2713e-04 eta: 0:52:27 time: 0.1408 data_time: 0.0026 memory: 4390 loss: 2.6156 2022/12/08 02:29:09 - mmengine - INFO - Epoch(train) [196][2400/5005] lr: 1.2601e-04 eta: 0:52:13 time: 0.1403 data_time: 0.0025 memory: 4390 loss: 2.3797 2022/12/08 02:29:24 - mmengine - INFO - Epoch(train) [196][2500/5005] lr: 1.2490e-04 eta: 0:52:00 time: 0.1416 data_time: 0.0027 memory: 4390 loss: 2.4834 2022/12/08 02:29:38 - mmengine - INFO - Epoch(train) [196][2600/5005] lr: 1.2379e-04 eta: 0:51:46 time: 0.1406 data_time: 0.0026 memory: 4390 loss: 2.1781 2022/12/08 02:29:52 - mmengine - INFO - Epoch(train) [196][2700/5005] lr: 1.2269e-04 eta: 0:51:32 time: 0.1399 data_time: 0.0032 memory: 4390 loss: 2.7649 2022/12/08 02:30:06 - mmengine - INFO - Epoch(train) [196][2800/5005] lr: 1.2160e-04 eta: 0:51:18 time: 0.1430 data_time: 0.0027 memory: 4390 loss: 2.2839 2022/12/08 02:30:21 - mmengine - INFO - Epoch(train) [196][2900/5005] lr: 1.2050e-04 eta: 0:51:04 time: 0.1394 data_time: 0.0030 memory: 4390 loss: 2.6870 2022/12/08 02:30:35 - mmengine - INFO - Epoch(train) [196][3000/5005] lr: 1.1942e-04 eta: 0:50:50 time: 0.1413 data_time: 0.0025 memory: 4390 loss: 2.3481 2022/12/08 02:30:39 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:30:49 - mmengine - INFO - Epoch(train) [196][3100/5005] lr: 1.1834e-04 eta: 0:50:36 time: 0.1503 data_time: 0.0026 memory: 4390 loss: 2.4761 2022/12/08 02:31:04 - mmengine - INFO - Epoch(train) [196][3200/5005] lr: 1.1726e-04 eta: 0:50:23 time: 0.1408 data_time: 0.0026 memory: 4390 loss: 2.3197 2022/12/08 02:31:18 - mmengine - INFO - Epoch(train) [196][3300/5005] lr: 1.1619e-04 eta: 0:50:09 time: 0.1443 data_time: 0.0026 memory: 4390 loss: 2.3038 2022/12/08 02:31:33 - mmengine - INFO - Epoch(train) [196][3400/5005] lr: 1.1512e-04 eta: 0:49:55 time: 0.1417 data_time: 0.0025 memory: 4390 loss: 2.4984 2022/12/08 02:31:47 - mmengine - INFO - Epoch(train) [196][3500/5005] lr: 1.1406e-04 eta: 0:49:41 time: 0.1402 data_time: 0.0025 memory: 4390 loss: 2.2648 2022/12/08 02:32:01 - mmengine - INFO - Epoch(train) [196][3600/5005] lr: 1.1300e-04 eta: 0:49:27 time: 0.1405 data_time: 0.0027 memory: 4390 loss: 2.2514 2022/12/08 02:32:16 - mmengine - INFO - Epoch(train) [196][3700/5005] lr: 1.1195e-04 eta: 0:49:13 time: 0.1427 data_time: 0.0025 memory: 4390 loss: 2.1481 2022/12/08 02:32:30 - mmengine - INFO - Epoch(train) [196][3800/5005] lr: 1.1090e-04 eta: 0:49:00 time: 0.1397 data_time: 0.0027 memory: 4390 loss: 2.0758 2022/12/08 02:32:44 - mmengine - INFO - Epoch(train) [196][3900/5005] lr: 1.0986e-04 eta: 0:48:46 time: 0.1432 data_time: 0.0026 memory: 4390 loss: 2.7594 2022/12/08 02:32:59 - mmengine - INFO - Epoch(train) [196][4000/5005] lr: 1.0882e-04 eta: 0:48:32 time: 0.1418 data_time: 0.0025 memory: 4390 loss: 2.2743 2022/12/08 02:33:02 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:33:13 - mmengine - INFO - Epoch(train) [196][4100/5005] lr: 1.0779e-04 eta: 0:48:18 time: 0.1398 data_time: 0.0025 memory: 4390 loss: 2.6849 2022/12/08 02:33:27 - mmengine - INFO - Epoch(train) [196][4200/5005] lr: 1.0676e-04 eta: 0:48:04 time: 0.1404 data_time: 0.0026 memory: 4390 loss: 2.4636 2022/12/08 02:33:41 - mmengine - INFO - Epoch(train) [196][4300/5005] lr: 1.0574e-04 eta: 0:47:50 time: 0.1396 data_time: 0.0025 memory: 4390 loss: 2.2249 2022/12/08 02:33:55 - mmengine - INFO - Epoch(train) [196][4400/5005] lr: 1.0472e-04 eta: 0:47:36 time: 0.1405 data_time: 0.0025 memory: 4390 loss: 2.7508 2022/12/08 02:34:10 - mmengine - INFO - Epoch(train) [196][4500/5005] lr: 1.0371e-04 eta: 0:47:23 time: 0.1413 data_time: 0.0026 memory: 4390 loss: 2.6868 2022/12/08 02:34:24 - mmengine - INFO - Epoch(train) [196][4600/5005] lr: 1.0270e-04 eta: 0:47:09 time: 0.1399 data_time: 0.0026 memory: 4390 loss: 2.2232 2022/12/08 02:34:38 - mmengine - INFO - Epoch(train) [196][4700/5005] lr: 1.0170e-04 eta: 0:46:55 time: 0.1410 data_time: 0.0027 memory: 4390 loss: 2.5408 2022/12/08 02:34:53 - mmengine - INFO - Epoch(train) [196][4800/5005] lr: 1.0070e-04 eta: 0:46:41 time: 0.1399 data_time: 0.0027 memory: 4390 loss: 2.6924 2022/12/08 02:35:07 - mmengine - INFO - Epoch(train) [196][4900/5005] lr: 9.9711e-05 eta: 0:46:27 time: 0.1419 data_time: 0.0026 memory: 4390 loss: 2.4084 2022/12/08 02:35:21 - mmengine - INFO - Epoch(train) [196][5000/5005] lr: 9.8723e-05 eta: 0:46:13 time: 0.1417 data_time: 0.0034 memory: 4390 loss: 2.7022 2022/12/08 02:35:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:35:22 - mmengine - INFO - Saving checkpoint at 196 epochs 2022/12/08 02:35:32 - mmengine - INFO - Epoch(val) [196][100/196] eta: 0:00:07 time: 0.0787 data_time: 0.0480 memory: 4390 2022/12/08 02:35:52 - mmengine - INFO - Epoch(val) [196][196/196] accuracy/top1: 80.1060 accuracy/top5: 95.0840 2022/12/08 02:35:55 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:36:07 - mmengine - INFO - Epoch(train) [197][ 100/5005] lr: 9.7691e-05 eta: 0:45:59 time: 0.1416 data_time: 0.0028 memory: 4390 loss: 2.7476 2022/12/08 02:36:21 - mmengine - INFO - Epoch(train) [197][ 200/5005] lr: 9.6713e-05 eta: 0:45:45 time: 0.1450 data_time: 0.0030 memory: 4390 loss: 2.6363 2022/12/08 02:36:36 - mmengine - INFO - Epoch(train) [197][ 300/5005] lr: 9.5739e-05 eta: 0:45:31 time: 0.1427 data_time: 0.0026 memory: 4390 loss: 2.3994 2022/12/08 02:36:50 - mmengine - INFO - Epoch(train) [197][ 400/5005] lr: 9.4771e-05 eta: 0:45:17 time: 0.1408 data_time: 0.0027 memory: 4390 loss: 2.4000 2022/12/08 02:37:04 - mmengine - INFO - Epoch(train) [197][ 500/5005] lr: 9.3808e-05 eta: 0:45:04 time: 0.1403 data_time: 0.0026 memory: 4390 loss: 2.3498 2022/12/08 02:37:19 - mmengine - INFO - Epoch(train) [197][ 600/5005] lr: 9.2850e-05 eta: 0:44:50 time: 0.1422 data_time: 0.0028 memory: 4390 loss: 2.6612 2022/12/08 02:37:33 - mmengine - INFO - Epoch(train) [197][ 700/5005] lr: 9.1896e-05 eta: 0:44:36 time: 0.1398 data_time: 0.0028 memory: 4390 loss: 1.9118 2022/12/08 02:37:47 - mmengine - INFO - Epoch(train) [197][ 800/5005] lr: 9.0948e-05 eta: 0:44:22 time: 0.1400 data_time: 0.0027 memory: 4390 loss: 2.1097 2022/12/08 02:38:02 - mmengine - INFO - Epoch(train) [197][ 900/5005] lr: 9.0004e-05 eta: 0:44:08 time: 0.1415 data_time: 0.0033 memory: 4390 loss: 2.7358 2022/12/08 02:38:16 - mmengine - INFO - Epoch(train) [197][1000/5005] lr: 8.9065e-05 eta: 0:43:54 time: 0.1438 data_time: 0.0034 memory: 4390 loss: 2.4957 2022/12/08 02:38:19 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:38:30 - mmengine - INFO - Epoch(train) [197][1100/5005] lr: 8.8132e-05 eta: 0:43:40 time: 0.1404 data_time: 0.0035 memory: 4390 loss: 2.6973 2022/12/08 02:38:45 - mmengine - INFO - Epoch(train) [197][1200/5005] lr: 8.7203e-05 eta: 0:43:27 time: 0.1425 data_time: 0.0031 memory: 4390 loss: 2.1389 2022/12/08 02:38:59 - mmengine - INFO - Epoch(train) [197][1300/5005] lr: 8.6279e-05 eta: 0:43:13 time: 0.1413 data_time: 0.0034 memory: 4390 loss: 2.1893 2022/12/08 02:39:13 - mmengine - INFO - Epoch(train) [197][1400/5005] lr: 8.5360e-05 eta: 0:42:59 time: 0.1405 data_time: 0.0033 memory: 4390 loss: 2.5086 2022/12/08 02:39:28 - mmengine - INFO - Epoch(train) [197][1500/5005] lr: 8.4446e-05 eta: 0:42:45 time: 0.1414 data_time: 0.0034 memory: 4390 loss: 2.0006 2022/12/08 02:39:42 - mmengine - INFO - Epoch(train) [197][1600/5005] lr: 8.3537e-05 eta: 0:42:31 time: 0.1405 data_time: 0.0031 memory: 4390 loss: 2.3873 2022/12/08 02:39:56 - mmengine - INFO - Epoch(train) [197][1700/5005] lr: 8.2632e-05 eta: 0:42:17 time: 0.1417 data_time: 0.0039 memory: 4390 loss: 2.3336 2022/12/08 02:40:11 - mmengine - INFO - Epoch(train) [197][1800/5005] lr: 8.1733e-05 eta: 0:42:03 time: 0.1416 data_time: 0.0034 memory: 4390 loss: 2.0514 2022/12/08 02:40:25 - mmengine - INFO - Epoch(train) [197][1900/5005] lr: 8.0839e-05 eta: 0:41:50 time: 0.1403 data_time: 0.0037 memory: 4390 loss: 2.8015 2022/12/08 02:40:39 - mmengine - INFO - Epoch(train) [197][2000/5005] lr: 7.9949e-05 eta: 0:41:36 time: 0.1402 data_time: 0.0035 memory: 4390 loss: 2.2763 2022/12/08 02:40:42 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:40:54 - mmengine - INFO - Epoch(train) [197][2100/5005] lr: 7.9065e-05 eta: 0:41:22 time: 0.1442 data_time: 0.0027 memory: 4390 loss: 2.4313 2022/12/08 02:41:08 - mmengine - INFO - Epoch(train) [197][2200/5005] lr: 7.8185e-05 eta: 0:41:08 time: 0.1426 data_time: 0.0036 memory: 4390 loss: 3.0010 2022/12/08 02:41:23 - mmengine - INFO - Epoch(train) [197][2300/5005] lr: 7.7310e-05 eta: 0:40:54 time: 0.1400 data_time: 0.0034 memory: 4390 loss: 2.4746 2022/12/08 02:41:37 - mmengine - INFO - Epoch(train) [197][2400/5005] lr: 7.6440e-05 eta: 0:40:40 time: 0.1405 data_time: 0.0036 memory: 4390 loss: 2.6138 2022/12/08 02:41:51 - mmengine - INFO - Epoch(train) [197][2500/5005] lr: 7.5575e-05 eta: 0:40:27 time: 0.1402 data_time: 0.0035 memory: 4390 loss: 2.1641 2022/12/08 02:42:06 - mmengine - INFO - Epoch(train) [197][2600/5005] lr: 7.4715e-05 eta: 0:40:13 time: 0.1409 data_time: 0.0034 memory: 4390 loss: 2.2892 2022/12/08 02:42:20 - mmengine - INFO - Epoch(train) [197][2700/5005] lr: 7.3860e-05 eta: 0:39:59 time: 0.1401 data_time: 0.0034 memory: 4390 loss: 2.4523 2022/12/08 02:42:34 - mmengine - INFO - Epoch(train) [197][2800/5005] lr: 7.3010e-05 eta: 0:39:45 time: 0.1550 data_time: 0.0035 memory: 4390 loss: 2.8561 2022/12/08 02:42:49 - mmengine - INFO - Epoch(train) [197][2900/5005] lr: 7.2165e-05 eta: 0:39:31 time: 0.1410 data_time: 0.0035 memory: 4390 loss: 2.5454 2022/12/08 02:43:03 - mmengine - INFO - Epoch(train) [197][3000/5005] lr: 7.1324e-05 eta: 0:39:17 time: 0.1418 data_time: 0.0036 memory: 4390 loss: 2.3759 2022/12/08 02:43:06 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:43:17 - mmengine - INFO - Epoch(train) [197][3100/5005] lr: 7.0489e-05 eta: 0:39:03 time: 0.1404 data_time: 0.0036 memory: 4390 loss: 2.3219 2022/12/08 02:43:32 - mmengine - INFO - Epoch(train) [197][3200/5005] lr: 6.9659e-05 eta: 0:38:50 time: 0.1474 data_time: 0.0034 memory: 4390 loss: 2.1957 2022/12/08 02:43:46 - mmengine - INFO - Epoch(train) [197][3300/5005] lr: 6.8833e-05 eta: 0:38:36 time: 0.1412 data_time: 0.0034 memory: 4390 loss: 2.1964 2022/12/08 02:44:00 - mmengine - INFO - Epoch(train) [197][3400/5005] lr: 6.8012e-05 eta: 0:38:22 time: 0.1433 data_time: 0.0031 memory: 4390 loss: 2.2566 2022/12/08 02:44:15 - mmengine - INFO - Epoch(train) [197][3500/5005] lr: 6.7197e-05 eta: 0:38:08 time: 0.1428 data_time: 0.0034 memory: 4390 loss: 2.3653 2022/12/08 02:44:29 - mmengine - INFO - Epoch(train) [197][3600/5005] lr: 6.6386e-05 eta: 0:37:54 time: 0.1404 data_time: 0.0036 memory: 4390 loss: 2.1805 2022/12/08 02:44:43 - mmengine - INFO - Epoch(train) [197][3700/5005] lr: 6.5580e-05 eta: 0:37:40 time: 0.1405 data_time: 0.0036 memory: 4390 loss: 2.0773 2022/12/08 02:44:58 - mmengine - INFO - Epoch(train) [197][3800/5005] lr: 6.4779e-05 eta: 0:37:27 time: 0.1400 data_time: 0.0035 memory: 4390 loss: 2.5939 2022/12/08 02:45:12 - mmengine - INFO - Epoch(train) [197][3900/5005] lr: 6.3983e-05 eta: 0:37:13 time: 0.1407 data_time: 0.0035 memory: 4390 loss: 1.9334 2022/12/08 02:45:26 - mmengine - INFO - Epoch(train) [197][4000/5005] lr: 6.3192e-05 eta: 0:36:59 time: 0.1410 data_time: 0.0035 memory: 4390 loss: 2.4809 2022/12/08 02:45:29 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:45:41 - mmengine - INFO - Epoch(train) [197][4100/5005] lr: 6.2405e-05 eta: 0:36:45 time: 0.1403 data_time: 0.0036 memory: 4390 loss: 2.5027 2022/12/08 02:45:55 - mmengine - INFO - Epoch(train) [197][4200/5005] lr: 6.1624e-05 eta: 0:36:31 time: 0.1403 data_time: 0.0035 memory: 4390 loss: 1.9955 2022/12/08 02:46:09 - mmengine - INFO - Epoch(train) [197][4300/5005] lr: 6.0848e-05 eta: 0:36:17 time: 0.1405 data_time: 0.0031 memory: 4390 loss: 2.4163 2022/12/08 02:46:24 - mmengine - INFO - Epoch(train) [197][4400/5005] lr: 6.0076e-05 eta: 0:36:03 time: 0.1471 data_time: 0.0036 memory: 4390 loss: 2.4528 2022/12/08 02:46:38 - mmengine - INFO - Epoch(train) [197][4500/5005] lr: 5.9310e-05 eta: 0:35:50 time: 0.1465 data_time: 0.0027 memory: 4390 loss: 1.9203 2022/12/08 02:46:52 - mmengine - INFO - Epoch(train) [197][4600/5005] lr: 5.8548e-05 eta: 0:35:36 time: 0.1409 data_time: 0.0034 memory: 4390 loss: 2.4466 2022/12/08 02:47:07 - mmengine - INFO - Epoch(train) [197][4700/5005] lr: 5.7791e-05 eta: 0:35:22 time: 0.1468 data_time: 0.0029 memory: 4390 loss: 2.5373 2022/12/08 02:47:21 - mmengine - INFO - Epoch(train) [197][4800/5005] lr: 5.7039e-05 eta: 0:35:08 time: 0.1418 data_time: 0.0026 memory: 4390 loss: 1.9806 2022/12/08 02:47:35 - mmengine - INFO - Epoch(train) [197][4900/5005] lr: 5.6293e-05 eta: 0:34:54 time: 0.1418 data_time: 0.0027 memory: 4390 loss: 2.3816 2022/12/08 02:47:50 - mmengine - INFO - Epoch(train) [197][5000/5005] lr: 5.5551e-05 eta: 0:34:40 time: 0.1433 data_time: 0.0031 memory: 4390 loss: 2.2865 2022/12/08 02:47:50 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:47:50 - mmengine - INFO - Saving checkpoint at 197 epochs 2022/12/08 02:48:01 - mmengine - INFO - Epoch(val) [197][100/196] eta: 0:00:07 time: 0.0774 data_time: 0.0468 memory: 4391 2022/12/08 02:48:19 - mmengine - INFO - Epoch(val) [197][196/196] accuracy/top1: 80.1660 accuracy/top5: 95.1420 2022/12/08 02:48:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:48:34 - mmengine - INFO - Epoch(train) [198][ 100/5005] lr: 5.4777e-05 eta: 0:34:26 time: 0.1424 data_time: 0.0030 memory: 4390 loss: 2.4883 2022/12/08 02:48:48 - mmengine - INFO - Epoch(train) [198][ 200/5005] lr: 5.4045e-05 eta: 0:34:12 time: 0.1415 data_time: 0.0028 memory: 4390 loss: 2.8164 2022/12/08 02:49:03 - mmengine - INFO - Epoch(train) [198][ 300/5005] lr: 5.3318e-05 eta: 0:33:58 time: 0.1407 data_time: 0.0028 memory: 4390 loss: 2.5330 2022/12/08 02:49:17 - mmengine - INFO - Epoch(train) [198][ 400/5005] lr: 5.2596e-05 eta: 0:33:44 time: 0.1410 data_time: 0.0028 memory: 4390 loss: 2.5713 2022/12/08 02:49:31 - mmengine - INFO - Epoch(train) [198][ 500/5005] lr: 5.1879e-05 eta: 0:33:30 time: 0.1416 data_time: 0.0028 memory: 4390 loss: 2.0720 2022/12/08 02:49:46 - mmengine - INFO - Epoch(train) [198][ 600/5005] lr: 5.1167e-05 eta: 0:33:17 time: 0.1404 data_time: 0.0026 memory: 4390 loss: 2.4194 2022/12/08 02:50:00 - mmengine - INFO - Epoch(train) [198][ 700/5005] lr: 5.0459e-05 eta: 0:33:03 time: 0.1423 data_time: 0.0026 memory: 4390 loss: 2.1753 2022/12/08 02:50:14 - mmengine - INFO - Epoch(train) [198][ 800/5005] lr: 4.9757e-05 eta: 0:32:49 time: 0.1417 data_time: 0.0027 memory: 4390 loss: 2.3282 2022/12/08 02:50:28 - mmengine - INFO - Epoch(train) [198][ 900/5005] lr: 4.9060e-05 eta: 0:32:35 time: 0.1413 data_time: 0.0026 memory: 4390 loss: 2.8051 2022/12/08 02:50:43 - mmengine - INFO - Epoch(train) [198][1000/5005] lr: 4.8367e-05 eta: 0:32:21 time: 0.1403 data_time: 0.0025 memory: 4390 loss: 2.1743 2022/12/08 02:50:45 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:50:57 - mmengine - INFO - Epoch(train) [198][1100/5005] lr: 4.7679e-05 eta: 0:32:07 time: 0.1404 data_time: 0.0026 memory: 4390 loss: 2.1601 2022/12/08 02:51:11 - mmengine - INFO - Epoch(train) [198][1200/5005] lr: 4.6997e-05 eta: 0:31:53 time: 0.1409 data_time: 0.0028 memory: 4390 loss: 2.7425 2022/12/08 02:51:26 - mmengine - INFO - Epoch(train) [198][1300/5005] lr: 4.6319e-05 eta: 0:31:40 time: 0.1411 data_time: 0.0028 memory: 4390 loss: 2.0474 2022/12/08 02:51:40 - mmengine - INFO - Epoch(train) [198][1400/5005] lr: 4.5646e-05 eta: 0:31:26 time: 0.1424 data_time: 0.0029 memory: 4390 loss: 2.5921 2022/12/08 02:51:54 - mmengine - INFO - Epoch(train) [198][1500/5005] lr: 4.4978e-05 eta: 0:31:12 time: 0.1468 data_time: 0.0026 memory: 4390 loss: 2.9750 2022/12/08 02:52:09 - mmengine - INFO - Epoch(train) [198][1600/5005] lr: 4.4315e-05 eta: 0:30:58 time: 0.1408 data_time: 0.0029 memory: 4390 loss: 2.5212 2022/12/08 02:52:23 - mmengine - INFO - Epoch(train) [198][1700/5005] lr: 4.3657e-05 eta: 0:30:44 time: 0.1410 data_time: 0.0030 memory: 4390 loss: 2.1506 2022/12/08 02:52:37 - mmengine - INFO - Epoch(train) [198][1800/5005] lr: 4.3004e-05 eta: 0:30:30 time: 0.1418 data_time: 0.0030 memory: 4390 loss: 2.0912 2022/12/08 02:52:52 - mmengine - INFO - Epoch(train) [198][1900/5005] lr: 4.2356e-05 eta: 0:30:17 time: 0.1421 data_time: 0.0027 memory: 4390 loss: 2.7126 2022/12/08 02:53:06 - mmengine - INFO - Epoch(train) [198][2000/5005] lr: 4.1713e-05 eta: 0:30:03 time: 0.1400 data_time: 0.0027 memory: 4390 loss: 2.3348 2022/12/08 02:53:08 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:53:20 - mmengine - INFO - Epoch(train) [198][2100/5005] lr: 4.1074e-05 eta: 0:29:49 time: 0.1407 data_time: 0.0028 memory: 4390 loss: 2.5795 2022/12/08 02:53:34 - mmengine - INFO - Epoch(train) [198][2200/5005] lr: 4.0441e-05 eta: 0:29:35 time: 0.1416 data_time: 0.0027 memory: 4390 loss: 2.1368 2022/12/08 02:53:49 - mmengine - INFO - Epoch(train) [198][2300/5005] lr: 3.9812e-05 eta: 0:29:21 time: 0.1412 data_time: 0.0027 memory: 4390 loss: 2.6038 2022/12/08 02:54:03 - mmengine - INFO - Epoch(train) [198][2400/5005] lr: 3.9188e-05 eta: 0:29:07 time: 0.1486 data_time: 0.0026 memory: 4390 loss: 1.9733 2022/12/08 02:54:17 - mmengine - INFO - Epoch(train) [198][2500/5005] lr: 3.8570e-05 eta: 0:28:53 time: 0.1410 data_time: 0.0026 memory: 4390 loss: 2.3757 2022/12/08 02:54:32 - mmengine - INFO - Epoch(train) [198][2600/5005] lr: 3.7956e-05 eta: 0:28:40 time: 0.1406 data_time: 0.0027 memory: 4390 loss: 2.7049 2022/12/08 02:54:46 - mmengine - INFO - Epoch(train) [198][2700/5005] lr: 3.7347e-05 eta: 0:28:26 time: 0.1405 data_time: 0.0026 memory: 4390 loss: 2.9997 2022/12/08 02:55:00 - mmengine - INFO - Epoch(train) [198][2800/5005] lr: 3.6743e-05 eta: 0:28:12 time: 0.1406 data_time: 0.0025 memory: 4390 loss: 2.3314 2022/12/08 02:55:14 - mmengine - INFO - Epoch(train) [198][2900/5005] lr: 3.6144e-05 eta: 0:27:58 time: 0.1407 data_time: 0.0026 memory: 4390 loss: 2.4818 2022/12/08 02:55:29 - mmengine - INFO - Epoch(train) [198][3000/5005] lr: 3.5550e-05 eta: 0:27:44 time: 0.1404 data_time: 0.0025 memory: 4390 loss: 2.7265 2022/12/08 02:55:31 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:55:43 - mmengine - INFO - Epoch(train) [198][3100/5005] lr: 3.4961e-05 eta: 0:27:30 time: 0.1405 data_time: 0.0026 memory: 4390 loss: 2.2932 2022/12/08 02:55:58 - mmengine - INFO - Epoch(train) [198][3200/5005] lr: 3.4377e-05 eta: 0:27:16 time: 0.1542 data_time: 0.0025 memory: 4390 loss: 2.7019 2022/12/08 02:56:12 - mmengine - INFO - Epoch(train) [198][3300/5005] lr: 3.3797e-05 eta: 0:27:03 time: 0.1418 data_time: 0.0026 memory: 4390 loss: 2.2360 2022/12/08 02:56:26 - mmengine - INFO - Epoch(train) [198][3400/5005] lr: 3.3223e-05 eta: 0:26:49 time: 0.1400 data_time: 0.0028 memory: 4390 loss: 2.4177 2022/12/08 02:56:40 - mmengine - INFO - Epoch(train) [198][3500/5005] lr: 3.2653e-05 eta: 0:26:35 time: 0.1411 data_time: 0.0027 memory: 4390 loss: 2.4137 2022/12/08 02:56:55 - mmengine - INFO - Epoch(train) [198][3600/5005] lr: 3.2089e-05 eta: 0:26:21 time: 0.1402 data_time: 0.0027 memory: 4390 loss: 2.4985 2022/12/08 02:57:09 - mmengine - INFO - Epoch(train) [198][3700/5005] lr: 3.1529e-05 eta: 0:26:07 time: 0.1412 data_time: 0.0029 memory: 4390 loss: 2.6040 2022/12/08 02:57:23 - mmengine - INFO - Epoch(train) [198][3800/5005] lr: 3.0974e-05 eta: 0:25:53 time: 0.1403 data_time: 0.0032 memory: 4390 loss: 2.2227 2022/12/08 02:57:38 - mmengine - INFO - Epoch(train) [198][3900/5005] lr: 3.0425e-05 eta: 0:25:39 time: 0.1400 data_time: 0.0028 memory: 4390 loss: 2.3141 2022/12/08 02:57:52 - mmengine - INFO - Epoch(train) [198][4000/5005] lr: 2.9880e-05 eta: 0:25:26 time: 0.1400 data_time: 0.0029 memory: 4390 loss: 2.6285 2022/12/08 02:57:54 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 02:58:06 - mmengine - INFO - Epoch(train) [198][4100/5005] lr: 2.9340e-05 eta: 0:25:12 time: 0.1398 data_time: 0.0028 memory: 4390 loss: 2.3936 2022/12/08 02:58:20 - mmengine - INFO - Epoch(train) [198][4200/5005] lr: 2.8805e-05 eta: 0:24:58 time: 0.1414 data_time: 0.0028 memory: 4390 loss: 2.3155 2022/12/08 02:58:35 - mmengine - INFO - Epoch(train) [198][4300/5005] lr: 2.8275e-05 eta: 0:24:44 time: 0.1414 data_time: 0.0029 memory: 4390 loss: 2.1452 2022/12/08 02:58:49 - mmengine - INFO - Epoch(train) [198][4400/5005] lr: 2.7749e-05 eta: 0:24:30 time: 0.1408 data_time: 0.0028 memory: 4390 loss: 2.2819 2022/12/08 02:59:03 - mmengine - INFO - Epoch(train) [198][4500/5005] lr: 2.7229e-05 eta: 0:24:16 time: 0.1416 data_time: 0.0026 memory: 4390 loss: 2.2807 2022/12/08 02:59:18 - mmengine - INFO - Epoch(train) [198][4600/5005] lr: 2.6714e-05 eta: 0:24:03 time: 0.1414 data_time: 0.0028 memory: 4390 loss: 2.0995 2022/12/08 02:59:32 - mmengine - INFO - Epoch(train) [198][4700/5005] lr: 2.6203e-05 eta: 0:23:49 time: 0.1413 data_time: 0.0027 memory: 4390 loss: 2.7954 2022/12/08 02:59:46 - mmengine - INFO - Epoch(train) [198][4800/5005] lr: 2.5698e-05 eta: 0:23:35 time: 0.1400 data_time: 0.0028 memory: 4390 loss: 2.9523 2022/12/08 03:00:01 - mmengine - INFO - Epoch(train) [198][4900/5005] lr: 2.5197e-05 eta: 0:23:21 time: 0.1414 data_time: 0.0026 memory: 4390 loss: 2.7430 2022/12/08 03:00:15 - mmengine - INFO - Epoch(train) [198][5000/5005] lr: 2.4702e-05 eta: 0:23:07 time: 0.1431 data_time: 0.0030 memory: 4390 loss: 2.1396 2022/12/08 03:00:16 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 03:00:16 - mmengine - INFO - Saving checkpoint at 198 epochs 2022/12/08 03:00:26 - mmengine - INFO - Epoch(val) [198][100/196] eta: 0:00:07 time: 0.0718 data_time: 0.0402 memory: 4390 2022/12/08 03:00:45 - mmengine - INFO - Epoch(val) [198][196/196] accuracy/top1: 80.1400 accuracy/top5: 95.1380 2022/12/08 03:00:47 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 03:01:00 - mmengine - INFO - Epoch(train) [199][ 100/5005] lr: 2.4186e-05 eta: 0:22:53 time: 0.1463 data_time: 0.0026 memory: 4390 loss: 2.4537 2022/12/08 03:01:15 - mmengine - INFO - Epoch(train) [199][ 200/5005] lr: 2.3701e-05 eta: 0:22:39 time: 0.1420 data_time: 0.0027 memory: 4390 loss: 2.6010 2022/12/08 03:01:29 - mmengine - INFO - Epoch(train) [199][ 300/5005] lr: 2.3220e-05 eta: 0:22:25 time: 0.1425 data_time: 0.0025 memory: 4390 loss: 2.2528 2022/12/08 03:01:43 - mmengine - INFO - Epoch(train) [199][ 400/5005] lr: 2.2744e-05 eta: 0:22:11 time: 0.1403 data_time: 0.0026 memory: 4390 loss: 2.3859 2022/12/08 03:01:58 - mmengine - INFO - Epoch(train) [199][ 500/5005] lr: 2.2274e-05 eta: 0:21:57 time: 0.1414 data_time: 0.0026 memory: 4390 loss: 2.4190 2022/12/08 03:02:12 - mmengine - INFO - Epoch(train) [199][ 600/5005] lr: 2.1808e-05 eta: 0:21:43 time: 0.1421 data_time: 0.0031 memory: 4390 loss: 2.4191 2022/12/08 03:02:26 - mmengine - INFO - Epoch(train) [199][ 700/5005] lr: 2.1347e-05 eta: 0:21:29 time: 0.1403 data_time: 0.0028 memory: 4390 loss: 2.6911 2022/12/08 03:02:41 - mmengine - INFO - Epoch(train) [199][ 800/5005] lr: 2.0891e-05 eta: 0:21:16 time: 0.1421 data_time: 0.0029 memory: 4390 loss: 2.1348 2022/12/08 03:02:55 - mmengine - INFO - Epoch(train) [199][ 900/5005] lr: 2.0440e-05 eta: 0:21:02 time: 0.1401 data_time: 0.0030 memory: 4390 loss: 2.8532 2022/12/08 03:03:09 - mmengine - INFO - Epoch(train) [199][1000/5005] lr: 1.9993e-05 eta: 0:20:48 time: 0.1413 data_time: 0.0027 memory: 4390 loss: 2.4960 2022/12/08 03:03:11 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 03:03:24 - mmengine - INFO - Epoch(train) [199][1100/5005] lr: 1.9552e-05 eta: 0:20:34 time: 0.1497 data_time: 0.0029 memory: 4390 loss: 2.0768 2022/12/08 03:03:38 - mmengine - INFO - Epoch(train) [199][1200/5005] lr: 1.9116e-05 eta: 0:20:20 time: 0.1408 data_time: 0.0029 memory: 4390 loss: 2.2433 2022/12/08 03:03:53 - mmengine - INFO - Epoch(train) [199][1300/5005] lr: 1.8684e-05 eta: 0:20:06 time: 0.1402 data_time: 0.0029 memory: 4390 loss: 2.3901 2022/12/08 03:04:07 - mmengine - INFO - Epoch(train) [199][1400/5005] lr: 1.8258e-05 eta: 0:19:52 time: 0.1433 data_time: 0.0028 memory: 4390 loss: 1.9254 2022/12/08 03:04:21 - mmengine - INFO - Epoch(train) [199][1500/5005] lr: 1.7836e-05 eta: 0:19:39 time: 0.1414 data_time: 0.0027 memory: 4390 loss: 2.2646 2022/12/08 03:04:36 - mmengine - INFO - Epoch(train) [199][1600/5005] lr: 1.7420e-05 eta: 0:19:25 time: 0.1443 data_time: 0.0026 memory: 4390 loss: 2.5535 2022/12/08 03:04:51 - mmengine - INFO - Epoch(train) [199][1700/5005] lr: 1.7008e-05 eta: 0:19:11 time: 0.1432 data_time: 0.0026 memory: 4390 loss: 2.6817 2022/12/08 03:05:05 - mmengine - INFO - Epoch(train) [199][1800/5005] lr: 1.6601e-05 eta: 0:18:57 time: 0.1397 data_time: 0.0028 memory: 4390 loss: 2.0961 2022/12/08 03:05:19 - mmengine - INFO - Epoch(train) [199][1900/5005] lr: 1.6199e-05 eta: 0:18:43 time: 0.1446 data_time: 0.0026 memory: 4390 loss: 2.7050 2022/12/08 03:05:34 - mmengine - INFO - Epoch(train) [199][2000/5005] lr: 1.5802e-05 eta: 0:18:29 time: 0.1430 data_time: 0.0027 memory: 4390 loss: 2.5239 2022/12/08 03:05:35 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 03:05:48 - mmengine - INFO - Epoch(train) [199][2100/5005] lr: 1.5410e-05 eta: 0:18:16 time: 0.1417 data_time: 0.0027 memory: 4390 loss: 2.2526 2022/12/08 03:06:02 - mmengine - INFO - Epoch(train) [199][2200/5005] lr: 1.5023e-05 eta: 0:18:02 time: 0.1415 data_time: 0.0034 memory: 4390 loss: 2.4760 2022/12/08 03:06:17 - mmengine - INFO - Epoch(train) [199][2300/5005] lr: 1.4641e-05 eta: 0:17:48 time: 0.1404 data_time: 0.0032 memory: 4390 loss: 2.4321 2022/12/08 03:06:31 - mmengine - INFO - Epoch(train) [199][2400/5005] lr: 1.4264e-05 eta: 0:17:34 time: 0.1413 data_time: 0.0033 memory: 4390 loss: 2.4202 2022/12/08 03:06:46 - mmengine - INFO - Epoch(train) [199][2500/5005] lr: 1.3891e-05 eta: 0:17:20 time: 0.1412 data_time: 0.0033 memory: 4390 loss: 2.4792 2022/12/08 03:07:00 - mmengine - INFO - Epoch(train) [199][2600/5005] lr: 1.3524e-05 eta: 0:17:06 time: 0.1413 data_time: 0.0032 memory: 4390 loss: 2.1131 2022/12/08 03:07:14 - mmengine - INFO - Epoch(train) [199][2700/5005] lr: 1.3162e-05 eta: 0:16:52 time: 0.1417 data_time: 0.0035 memory: 4390 loss: 2.2841 2022/12/08 03:07:29 - mmengine - INFO - Epoch(train) [199][2800/5005] lr: 1.2804e-05 eta: 0:16:39 time: 0.1403 data_time: 0.0031 memory: 4390 loss: 2.5874 2022/12/08 03:07:43 - mmengine - INFO - Epoch(train) [199][2900/5005] lr: 1.2451e-05 eta: 0:16:25 time: 0.1406 data_time: 0.0029 memory: 4390 loss: 2.4667 2022/12/08 03:07:57 - mmengine - INFO - Epoch(train) [199][3000/5005] lr: 1.2104e-05 eta: 0:16:11 time: 0.1405 data_time: 0.0032 memory: 4390 loss: 2.3819 2022/12/08 03:07:59 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 03:08:12 - mmengine - INFO - Epoch(train) [199][3100/5005] lr: 1.1761e-05 eta: 0:15:57 time: 0.1403 data_time: 0.0031 memory: 4390 loss: 2.5878 2022/12/08 03:08:26 - mmengine - INFO - Epoch(train) [199][3200/5005] lr: 1.1423e-05 eta: 0:15:43 time: 0.1436 data_time: 0.0028 memory: 4390 loss: 2.2525 2022/12/08 03:08:41 - mmengine - INFO - Epoch(train) [199][3300/5005] lr: 1.1090e-05 eta: 0:15:29 time: 0.1411 data_time: 0.0028 memory: 4390 loss: 2.4086 2022/12/08 03:08:55 - mmengine - INFO - Epoch(train) [199][3400/5005] lr: 1.0762e-05 eta: 0:15:15 time: 0.1425 data_time: 0.0028 memory: 4390 loss: 1.9612 2022/12/08 03:09:09 - mmengine - INFO - Epoch(train) [199][3500/5005] lr: 1.0439e-05 eta: 0:15:02 time: 0.1403 data_time: 0.0028 memory: 4390 loss: 2.5046 2022/12/08 03:09:24 - mmengine - INFO - Epoch(train) [199][3600/5005] lr: 1.0121e-05 eta: 0:14:48 time: 0.1415 data_time: 0.0034 memory: 4390 loss: 2.5825 2022/12/08 03:09:38 - mmengine - INFO - Epoch(train) [199][3700/5005] lr: 9.8074e-06 eta: 0:14:34 time: 0.1404 data_time: 0.0035 memory: 4390 loss: 2.4739 2022/12/08 03:09:52 - mmengine - INFO - Epoch(train) [199][3800/5005] lr: 9.4991e-06 eta: 0:14:20 time: 0.1406 data_time: 0.0037 memory: 4390 loss: 2.4304 2022/12/08 03:10:07 - mmengine - INFO - Epoch(train) [199][3900/5005] lr: 9.1957e-06 eta: 0:14:06 time: 0.1408 data_time: 0.0036 memory: 4390 loss: 2.6713 2022/12/08 03:10:21 - mmengine - INFO - Epoch(train) [199][4000/5005] lr: 8.8972e-06 eta: 0:13:52 time: 0.1404 data_time: 0.0037 memory: 4390 loss: 2.4126 2022/12/08 03:10:22 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 03:10:35 - mmengine - INFO - Epoch(train) [199][4100/5005] lr: 8.6036e-06 eta: 0:13:38 time: 0.1468 data_time: 0.0036 memory: 4390 loss: 3.0843 2022/12/08 03:10:50 - mmengine - INFO - Epoch(train) [199][4200/5005] lr: 8.3150e-06 eta: 0:13:25 time: 0.1406 data_time: 0.0038 memory: 4390 loss: 2.4112 2022/12/08 03:11:04 - mmengine - INFO - Epoch(train) [199][4300/5005] lr: 8.0313e-06 eta: 0:13:11 time: 0.1407 data_time: 0.0039 memory: 4390 loss: 2.5356 2022/12/08 03:11:18 - mmengine - INFO - Epoch(train) [199][4400/5005] lr: 7.7525e-06 eta: 0:12:57 time: 0.1408 data_time: 0.0038 memory: 4390 loss: 2.3952 2022/12/08 03:11:33 - mmengine - INFO - Epoch(train) [199][4500/5005] lr: 7.4786e-06 eta: 0:12:43 time: 0.1447 data_time: 0.0038 memory: 4390 loss: 2.1907 2022/12/08 03:11:47 - mmengine - INFO - Epoch(train) [199][4600/5005] lr: 7.2097e-06 eta: 0:12:29 time: 0.1424 data_time: 0.0036 memory: 4390 loss: 2.4598 2022/12/08 03:12:02 - mmengine - INFO - Epoch(train) [199][4700/5005] lr: 6.9457e-06 eta: 0:12:15 time: 0.1426 data_time: 0.0035 memory: 4390 loss: 2.4164 2022/12/08 03:12:16 - mmengine - INFO - Epoch(train) [199][4800/5005] lr: 6.6866e-06 eta: 0:12:01 time: 0.1419 data_time: 0.0027 memory: 4390 loss: 2.7367 2022/12/08 03:12:31 - mmengine - INFO - Epoch(train) [199][4900/5005] lr: 6.4324e-06 eta: 0:11:48 time: 0.1434 data_time: 0.0027 memory: 4390 loss: 2.2472 2022/12/08 03:12:45 - mmengine - INFO - Epoch(train) [199][5000/5005] lr: 6.1832e-06 eta: 0:11:34 time: 0.1456 data_time: 0.0036 memory: 4390 loss: 2.4192 2022/12/08 03:12:46 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 03:12:46 - mmengine - INFO - Saving checkpoint at 199 epochs 2022/12/08 03:12:56 - mmengine - INFO - Epoch(val) [199][100/196] eta: 0:00:07 time: 0.0827 data_time: 0.0512 memory: 4390 2022/12/08 03:13:15 - mmengine - INFO - Epoch(val) [199][196/196] accuracy/top1: 80.2240 accuracy/top5: 95.1420 2022/12/08 03:13:17 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 03:13:31 - mmengine - INFO - Epoch(train) [200][ 100/5005] lr: 5.9268e-06 eta: 0:11:19 time: 0.1578 data_time: 0.0027 memory: 4390 loss: 2.2702 2022/12/08 03:13:45 - mmengine - INFO - Epoch(train) [200][ 200/5005] lr: 5.6876e-06 eta: 0:11:05 time: 0.1406 data_time: 0.0027 memory: 4390 loss: 2.3811 2022/12/08 03:13:59 - mmengine - INFO - Epoch(train) [200][ 300/5005] lr: 5.4534e-06 eta: 0:10:51 time: 0.1395 data_time: 0.0026 memory: 4390 loss: 2.2040 2022/12/08 03:14:14 - mmengine - INFO - Epoch(train) [200][ 400/5005] lr: 5.2241e-06 eta: 0:10:38 time: 0.1419 data_time: 0.0026 memory: 4390 loss: 2.5036 2022/12/08 03:14:28 - mmengine - INFO - Epoch(train) [200][ 500/5005] lr: 4.9997e-06 eta: 0:10:24 time: 0.1415 data_time: 0.0025 memory: 4390 loss: 2.2729 2022/12/08 03:14:42 - mmengine - INFO - Epoch(train) [200][ 600/5005] lr: 4.7803e-06 eta: 0:10:10 time: 0.1410 data_time: 0.0027 memory: 4390 loss: 2.2473 2022/12/08 03:14:56 - mmengine - INFO - Epoch(train) [200][ 700/5005] lr: 4.5658e-06 eta: 0:09:56 time: 0.1427 data_time: 0.0025 memory: 4390 loss: 2.2609 2022/12/08 03:15:11 - mmengine - INFO - Epoch(train) [200][ 800/5005] lr: 4.3562e-06 eta: 0:09:42 time: 0.1416 data_time: 0.0026 memory: 4390 loss: 2.4451 2022/12/08 03:15:25 - mmengine - INFO - Epoch(train) [200][ 900/5005] lr: 4.1515e-06 eta: 0:09:28 time: 0.1402 data_time: 0.0027 memory: 4390 loss: 2.0943 2022/12/08 03:15:39 - mmengine - INFO - Epoch(train) [200][1000/5005] lr: 3.9517e-06 eta: 0:09:14 time: 0.1420 data_time: 0.0025 memory: 4390 loss: 1.7960 2022/12/08 03:15:40 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 03:15:54 - mmengine - INFO - Epoch(train) [200][1100/5005] lr: 3.7569e-06 eta: 0:09:01 time: 0.1412 data_time: 0.0027 memory: 4390 loss: 2.3700 2022/12/08 03:16:08 - mmengine - INFO - Epoch(train) [200][1200/5005] lr: 3.5670e-06 eta: 0:08:47 time: 0.1413 data_time: 0.0026 memory: 4390 loss: 1.9685 2022/12/08 03:16:23 - mmengine - INFO - Epoch(train) [200][1300/5005] lr: 3.3820e-06 eta: 0:08:33 time: 0.1415 data_time: 0.0027 memory: 4390 loss: 2.1261 2022/12/08 03:16:37 - mmengine - INFO - Epoch(train) [200][1400/5005] lr: 3.2020e-06 eta: 0:08:19 time: 0.1399 data_time: 0.0028 memory: 4390 loss: 2.6177 2022/12/08 03:16:51 - mmengine - INFO - Epoch(train) [200][1500/5005] lr: 3.0269e-06 eta: 0:08:05 time: 0.1405 data_time: 0.0025 memory: 4390 loss: 2.2374 2022/12/08 03:17:06 - mmengine - INFO - Epoch(train) [200][1600/5005] lr: 2.8566e-06 eta: 0:07:51 time: 0.1400 data_time: 0.0026 memory: 4390 loss: 2.5957 2022/12/08 03:17:20 - mmengine - INFO - Epoch(train) [200][1700/5005] lr: 2.6914e-06 eta: 0:07:37 time: 0.1408 data_time: 0.0027 memory: 4390 loss: 1.9012 2022/12/08 03:17:34 - mmengine - INFO - Epoch(train) [200][1800/5005] lr: 2.5310e-06 eta: 0:07:24 time: 0.1416 data_time: 0.0027 memory: 4390 loss: 2.4118 2022/12/08 03:17:49 - mmengine - INFO - Epoch(train) [200][1900/5005] lr: 2.3756e-06 eta: 0:07:10 time: 0.1405 data_time: 0.0028 memory: 4390 loss: 2.3890 2022/12/08 03:18:03 - mmengine - INFO - Epoch(train) [200][2000/5005] lr: 2.2251e-06 eta: 0:06:56 time: 0.1399 data_time: 0.0028 memory: 4390 loss: 2.4143 2022/12/08 03:18:04 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 03:18:17 - mmengine - INFO - Epoch(train) [200][2100/5005] lr: 2.0795e-06 eta: 0:06:42 time: 0.1407 data_time: 0.0026 memory: 4390 loss: 2.1710 2022/12/08 03:18:31 - mmengine - INFO - Epoch(train) [200][2200/5005] lr: 1.9388e-06 eta: 0:06:28 time: 0.1412 data_time: 0.0027 memory: 4390 loss: 2.2078 2022/12/08 03:18:46 - mmengine - INFO - Epoch(train) [200][2300/5005] lr: 1.8031e-06 eta: 0:06:14 time: 0.1406 data_time: 0.0026 memory: 4390 loss: 2.7109 2022/12/08 03:19:00 - mmengine - INFO - Epoch(train) [200][2400/5005] lr: 1.6723e-06 eta: 0:06:00 time: 0.1407 data_time: 0.0028 memory: 4390 loss: 2.7086 2022/12/08 03:19:15 - mmengine - INFO - Epoch(train) [200][2500/5005] lr: 1.5464e-06 eta: 0:05:47 time: 0.1418 data_time: 0.0027 memory: 4390 loss: 2.4625 2022/12/08 03:19:29 - mmengine - INFO - Epoch(train) [200][2600/5005] lr: 1.4255e-06 eta: 0:05:33 time: 0.1403 data_time: 0.0032 memory: 4390 loss: 2.1434 2022/12/08 03:19:43 - mmengine - INFO - Epoch(train) [200][2700/5005] lr: 1.3094e-06 eta: 0:05:19 time: 0.1405 data_time: 0.0035 memory: 4390 loss: 2.3785 2022/12/08 03:19:58 - mmengine - INFO - Epoch(train) [200][2800/5005] lr: 1.1983e-06 eta: 0:05:05 time: 0.1401 data_time: 0.0034 memory: 4390 loss: 2.2430 2022/12/08 03:20:12 - mmengine - INFO - Epoch(train) [200][2900/5005] lr: 1.0922e-06 eta: 0:04:51 time: 0.1471 data_time: 0.0027 memory: 4390 loss: 2.5334 2022/12/08 03:20:26 - mmengine - INFO - Epoch(train) [200][3000/5005] lr: 9.9091e-07 eta: 0:04:37 time: 0.1397 data_time: 0.0025 memory: 4390 loss: 1.9167 2022/12/08 03:20:27 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 03:20:41 - mmengine - INFO - Epoch(train) [200][3100/5005] lr: 8.9457e-07 eta: 0:04:23 time: 0.1402 data_time: 0.0024 memory: 4390 loss: 2.5646 2022/12/08 03:20:55 - mmengine - INFO - Epoch(train) [200][3200/5005] lr: 8.0317e-07 eta: 0:04:10 time: 0.1406 data_time: 0.0025 memory: 4390 loss: 2.3583 2022/12/08 03:21:09 - mmengine - INFO - Epoch(train) [200][3300/5005] lr: 7.1669e-07 eta: 0:03:56 time: 0.1402 data_time: 0.0025 memory: 4390 loss: 2.1384 2022/12/08 03:21:24 - mmengine - INFO - Epoch(train) [200][3400/5005] lr: 6.3513e-07 eta: 0:03:42 time: 0.1441 data_time: 0.0028 memory: 4390 loss: 2.4182 2022/12/08 03:21:38 - mmengine - INFO - Epoch(train) [200][3500/5005] lr: 5.5850e-07 eta: 0:03:28 time: 0.1402 data_time: 0.0033 memory: 4390 loss: 2.1820 2022/12/08 03:21:52 - mmengine - INFO - Epoch(train) [200][3600/5005] lr: 4.8679e-07 eta: 0:03:14 time: 0.1422 data_time: 0.0025 memory: 4390 loss: 2.3837 2022/12/08 03:22:07 - mmengine - INFO - Epoch(train) [200][3700/5005] lr: 4.2001e-07 eta: 0:03:00 time: 0.1418 data_time: 0.0030 memory: 4390 loss: 2.4797 2022/12/08 03:22:21 - mmengine - INFO - Epoch(train) [200][3800/5005] lr: 3.5815e-07 eta: 0:02:46 time: 0.1405 data_time: 0.0025 memory: 4390 loss: 2.2238 2022/12/08 03:22:36 - mmengine - INFO - Epoch(train) [200][3900/5005] lr: 3.0122e-07 eta: 0:02:33 time: 0.1412 data_time: 0.0034 memory: 4390 loss: 2.1293 2022/12/08 03:22:50 - mmengine - INFO - Epoch(train) [200][4000/5005] lr: 2.4921e-07 eta: 0:02:19 time: 0.1409 data_time: 0.0032 memory: 4390 loss: 2.4111 2022/12/08 03:22:51 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 03:23:05 - mmengine - INFO - Epoch(train) [200][4100/5005] lr: 2.0213e-07 eta: 0:02:05 time: 0.1408 data_time: 0.0030 memory: 4390 loss: 2.3048 2022/12/08 03:23:19 - mmengine - INFO - Epoch(train) [200][4200/5005] lr: 1.5997e-07 eta: 0:01:51 time: 0.1414 data_time: 0.0030 memory: 4390 loss: 2.3215 2022/12/08 03:23:34 - mmengine - INFO - Epoch(train) [200][4300/5005] lr: 1.2274e-07 eta: 0:01:37 time: 0.1404 data_time: 0.0033 memory: 4390 loss: 2.4378 2022/12/08 03:23:48 - mmengine - INFO - Epoch(train) [200][4400/5005] lr: 9.0431e-08 eta: 0:01:23 time: 0.1412 data_time: 0.0035 memory: 4390 loss: 2.1411 2022/12/08 03:24:02 - mmengine - INFO - Epoch(train) [200][4500/5005] lr: 6.3048e-08 eta: 0:01:09 time: 0.1403 data_time: 0.0034 memory: 4390 loss: 2.3987 2022/12/08 03:24:17 - mmengine - INFO - Epoch(train) [200][4600/5005] lr: 4.0590e-08 eta: 0:00:56 time: 0.1418 data_time: 0.0033 memory: 4390 loss: 2.7071 2022/12/08 03:24:31 - mmengine - INFO - Epoch(train) [200][4700/5005] lr: 2.3058e-08 eta: 0:00:42 time: 0.1422 data_time: 0.0033 memory: 4390 loss: 2.6269 2022/12/08 03:24:46 - mmengine - INFO - Epoch(train) [200][4800/5005] lr: 1.0450e-08 eta: 0:00:28 time: 0.1415 data_time: 0.0031 memory: 4390 loss: 2.6718 2022/12/08 03:25:00 - mmengine - INFO - Epoch(train) [200][4900/5005] lr: 2.7668e-09 eta: 0:00:14 time: 0.1410 data_time: 0.0034 memory: 4390 loss: 2.7084 2022/12/08 03:25:14 - mmengine - INFO - Epoch(train) [200][5000/5005] lr: 8.8649e-12 eta: 0:00:00 time: 0.1424 data_time: 0.0042 memory: 4390 loss: 2.0598 2022/12/08 03:25:15 - mmengine - INFO - Exp name: repvgg-B3g4_20221206_110045 2022/12/08 03:25:15 - mmengine - INFO - Saving checkpoint at 200 epochs 2022/12/08 03:25:25 - mmengine - INFO - Epoch(val) [200][100/196] eta: 0:00:07 time: 0.0769 data_time: 0.0465 memory: 4390 2022/12/08 03:25:44 - mmengine - INFO - Epoch(val) [200][196/196] accuracy/top1: 80.1920 accuracy/top5: 95.1500