2022/11/27 21:18:33 - mmengine - INFO - ------------------------------------------------------------ System environment: sys.platform: linux Python: 3.8.15 (default, Nov 24 2022, 15:19:38) [GCC 11.2.0] CUDA available: True numpy_random_seed: 1537000493 GPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB CUDA_HOME: /nvme/softwares/cuda-11.3 NVCC: Cuda compilation tools, release 11.3, V11.3.109 GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-44) PyTorch: 1.11.0+cu113 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.5.2 (Git Hash a9302535553c73243c632ad3c4c80beec3d19a1e) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.3 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86 - CuDNN 8.2 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.0, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.11.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, TorchVision: 0.12.0+cu113 OpenCV: 4.6.0 MMEngine: 0.3.2 Runtime environment: cudnn_benchmark: False mp_cfg: {'mp_start_method': 'fork', 'opencv_num_threads': 0} dist_cfg: {'backend': 'nccl'} seed: None Distributed launcher: pytorch Distributed training: True GPU number: 8 ------------------------------------------------------------ 2022/11/27 21:18:33 - mmengine - INFO - Config: model = dict( type='ImageClassifier', backbone=dict(type='RepVGG', arch='A2', out_indices=(3, )), neck=dict(type='GlobalAveragePooling'), head=dict( type='LinearClsHead', num_classes=1000, in_channels=1408, loss=dict(type='CrossEntropyLoss', loss_weight=1.0), topk=(1, 5))) dataset_type = 'ImageNet' data_preprocessor = dict( num_classes=1000, mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) train_pipeline = [ dict(type='LoadImageFromFile'), dict(type='RandomResizedCrop', scale=224, backend='pillow'), dict(type='RandomFlip', prob=0.5, direction='horizontal'), dict(type='PackClsInputs') ] test_pipeline = [ dict(type='LoadImageFromFile'), dict(type='ResizeEdge', scale=256, edge='short', backend='pillow'), dict(type='CenterCrop', crop_size=224), dict(type='PackClsInputs') ] train_dataloader = dict( pin_memory=True, persistent_workers=True, collate_fn=dict(type='default_collate'), batch_size=32, num_workers=5, dataset=dict( type='ImageNet', data_root='data/imagenet', ann_file='meta/train.txt', data_prefix='train', pipeline=[ dict(type='LoadImageFromFile'), dict(type='RandomResizedCrop', scale=224, backend='pillow'), dict(type='RandomFlip', prob=0.5, direction='horizontal'), dict(type='PackClsInputs') ]), sampler=dict(type='DefaultSampler', shuffle=True)) val_dataloader = dict( pin_memory=True, persistent_workers=True, collate_fn=dict(type='default_collate'), batch_size=32, num_workers=5, dataset=dict( type='ImageNet', data_root='data/imagenet', ann_file='meta/val.txt', data_prefix='val', pipeline=[ dict(type='LoadImageFromFile'), dict(type='ResizeEdge', scale=256, edge='short', backend='pillow'), dict(type='CenterCrop', crop_size=224), dict(type='PackClsInputs') ]), sampler=dict(type='DefaultSampler', shuffle=False)) val_evaluator = dict(type='Accuracy', topk=(1, 5)) test_dataloader = dict( pin_memory=True, persistent_workers=True, collate_fn=dict(type='default_collate'), batch_size=32, num_workers=5, dataset=dict( type='ImageNet', data_root='data/imagenet', ann_file='meta/val.txt', data_prefix='val', pipeline=[ dict(type='LoadImageFromFile'), dict(type='ResizeEdge', scale=256, edge='short', backend='pillow'), dict(type='CenterCrop', crop_size=224), dict(type='PackClsInputs') ]), sampler=dict(type='DefaultSampler', shuffle=False)) test_evaluator = dict(type='Accuracy', topk=(1, 5)) optim_wrapper = dict( optimizer=dict(type='SGD', lr=0.1, momentum=0.9, weight_decay=0.0001), paramwise_cfg=dict( bias_decay_mult=0.0, custom_keys=dict({ 'branch_3x3.norm': dict(decay_mult=0.0), 'branch_1x1.norm': dict(decay_mult=0.0), 'branch_norm.bias': dict(decay_mult=0.0) }))) param_scheduler = dict( type='CosineAnnealingLR', T_max=120, by_epoch=True, begin=0, end=120, convert_to_iter_based=True) train_cfg = dict(by_epoch=True, max_epochs=120, val_interval=1) val_cfg = dict() test_cfg = dict() auto_scale_lr = dict(base_batch_size=256) default_scope = 'mmcls' default_hooks = dict( timer=dict(type='IterTimerHook'), logger=dict(type='LoggerHook', interval=100), param_scheduler=dict(type='ParamSchedulerHook'), checkpoint=dict(type='CheckpointHook', interval=1, max_keep_ckpts=3), sampler_seed=dict(type='DistSamplerSeedHook'), visualization=dict(type='VisualizationHook', enable=False)) env_cfg = dict( cudnn_benchmark=False, mp_cfg=dict(mp_start_method='fork', opencv_num_threads=0), dist_cfg=dict(backend='nccl')) vis_backends = [dict(type='LocalVisBackend')] visualizer = dict( type='ClsVisualizer', vis_backends=[dict(type='LocalVisBackend')]) log_level = 'INFO' load_from = None resume = False launcher = 'pytorch' work_dir = 'repvgg/A2' 2022/11/27 21:18:33 - mmengine - INFO - Result has been saved to /mm_model/yuzhaohui/mmlab/repvgg/repvgg/A2/modules_statistic_results.json 2022/11/27 21:18:33 - mmengine - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) RuntimeInfoHook (BELOW_NORMAL) LoggerHook -------------------- before_train: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (VERY_LOW ) CheckpointHook -------------------- before_train_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (NORMAL ) DistSamplerSeedHook -------------------- before_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook -------------------- after_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- after_train_epoch: (NORMAL ) IterTimerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- before_val_epoch: (NORMAL ) IterTimerHook -------------------- before_val_iter: (NORMAL ) IterTimerHook -------------------- after_val_iter: (NORMAL ) IterTimerHook (NORMAL ) VisualizationHook (BELOW_NORMAL) LoggerHook -------------------- after_val_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (VERY_LOW ) CheckpointHook -------------------- before_test_epoch: (NORMAL ) IterTimerHook -------------------- before_test_iter: (NORMAL ) IterTimerHook -------------------- after_test_iter: (NORMAL ) IterTimerHook (NORMAL ) VisualizationHook (BELOW_NORMAL) LoggerHook -------------------- after_test_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_run: (BELOW_NORMAL) LoggerHook -------------------- 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - 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mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_1x1.norm.weight:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_1x1.norm.weight:weight_decay=0.0 2022/11/27 21:18:39 - 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mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.weight:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.weight:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.weight:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.weight:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_norm.weight:weight_decay=0.0001 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.weight:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.weight:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.weight:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.weight:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_norm.weight:weight_decay=0.0001 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.weight:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.weight:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.weight:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.weight:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_norm.weight:weight_decay=0.0001 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.weight:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.weight:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.weight:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.weight:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_norm.weight:weight_decay=0.0001 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.weight:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.weight:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.weight:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.weight:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:lr=0.1 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:weight_decay=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:decay_mult=0.0 2022/11/27 21:18:39 - mmengine - INFO - paramwise_options -- head.fc.bias:lr=0.1 2022/11/27 21:18:39 - 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([96, 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([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_3x3.norm.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_1x1.conv.weight - torch.Size([96, 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([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_1x1.norm.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_norm.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_norm.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_3x3.conv.weight - torch.Size([96, 96, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.1.branch_3x3.norm.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_3x3.norm.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_1x1.conv.weight - torch.Size([96, 96, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.1.branch_1x1.norm.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_1x1.norm.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_3x3.conv.weight - torch.Size([192, 96, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.0.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_1x1.conv.weight - torch.Size([192, 96, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.0.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_3x3.conv.weight - torch.Size([192, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.1.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_1x1.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.1.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_3x3.conv.weight - torch.Size([192, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.2.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_1x1.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.2.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_3x3.conv.weight - torch.Size([192, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.3.branch_3x3.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_3x3.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_1x1.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.3.branch_1x1.norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_1x1.norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_3x3.conv.weight - torch.Size([384, 192, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.0.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_1x1.conv.weight - torch.Size([384, 192, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.0.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_3x3.conv.weight - torch.Size([384, 384, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.1.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_1x1.conv.weight - torch.Size([384, 384, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.1.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_3x3.conv.weight - torch.Size([384, 384, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.2.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_1x1.conv.weight - torch.Size([384, 384, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.2.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_3x3.conv.weight - torch.Size([384, 384, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.3.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_1x1.conv.weight - torch.Size([384, 384, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.3.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_3x3.conv.weight - torch.Size([384, 384, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.4.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_1x1.conv.weight - torch.Size([384, 384, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.4.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_3x3.conv.weight - torch.Size([384, 384, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.5.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_1x1.conv.weight - torch.Size([384, 384, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.5.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_3x3.conv.weight - torch.Size([384, 384, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.6.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_1x1.conv.weight - torch.Size([384, 384, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.6.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_3x3.conv.weight - torch.Size([384, 384, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.7.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_1x1.conv.weight - torch.Size([384, 384, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.7.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_3x3.conv.weight - torch.Size([384, 384, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.8.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_1x1.conv.weight - torch.Size([384, 384, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.8.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_3x3.conv.weight - torch.Size([384, 384, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.9.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_1x1.conv.weight - torch.Size([384, 384, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.9.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_3x3.conv.weight - torch.Size([384, 384, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.10.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_1x1.conv.weight - torch.Size([384, 384, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.10.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_3x3.conv.weight - torch.Size([384, 384, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.11.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_1x1.conv.weight - torch.Size([384, 384, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.11.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_3x3.conv.weight - torch.Size([384, 384, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.12.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_1x1.conv.weight - torch.Size([384, 384, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.12.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_3x3.conv.weight - torch.Size([384, 384, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.13.branch_3x3.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_3x3.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_1x1.conv.weight - torch.Size([384, 384, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.13.branch_1x1.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_1x1.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_3x3.conv.weight - torch.Size([1408, 384, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_4.0.branch_3x3.norm.weight - torch.Size([1408]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_3x3.norm.bias - torch.Size([1408]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_1x1.conv.weight - torch.Size([1408, 384, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_4.0.branch_1x1.norm.weight - torch.Size([1408]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_1x1.norm.bias - torch.Size([1408]): The value is the same before and after calling `init_weights` of ImageClassifier head.fc.weight - torch.Size([1000, 1408]): NormalInit: mean=0, std=0.01, bias=0 head.fc.bias - torch.Size([1000]): NormalInit: mean=0, std=0.01, bias=0 2022/11/27 21:18:40 - mmengine - INFO - Checkpoints will be saved to /mm_model/yuzhaohui/mmlab/repvgg/repvgg/A2. 2022/11/27 21:18:49 - mmengine - INFO - Epoch(train) [1][ 100/5005] lr: 1.0000e-01 eta: 15:08:25 time: 0.0688 data_time: 0.0008 memory: 1679 loss: 6.8682 2022/11/27 21:18:56 - mmengine - INFO - Epoch(train) [1][ 200/5005] lr: 1.0000e-01 eta: 13:23:08 time: 0.0694 data_time: 0.0006 memory: 1679 loss: 6.7735 2022/11/27 21:19:03 - mmengine - INFO - Epoch(train) [1][ 300/5005] lr: 1.0000e-01 eta: 12:44:53 time: 0.0687 data_time: 0.0007 memory: 1679 loss: 6.6686 2022/11/27 21:19:10 - mmengine - INFO - Epoch(train) [1][ 400/5005] lr: 1.0000e-01 eta: 12:25:52 time: 0.0686 data_time: 0.0007 memory: 1679 loss: 6.5458 2022/11/27 21:19:16 - mmengine - INFO - Epoch(train) [1][ 500/5005] lr: 1.0000e-01 eta: 12:14:13 time: 0.0688 data_time: 0.0007 memory: 1679 loss: 6.3583 2022/11/27 21:19:23 - mmengine - INFO - Epoch(train) [1][ 600/5005] lr: 1.0000e-01 eta: 12:06:25 time: 0.0687 data_time: 0.0008 memory: 1679 loss: 6.3190 2022/11/27 21:19:30 - mmengine - INFO - Epoch(train) [1][ 700/5005] lr: 1.0000e-01 eta: 12:00:48 time: 0.0685 data_time: 0.0007 memory: 1679 loss: 6.2146 2022/11/27 21:19:37 - mmengine - INFO - Epoch(train) [1][ 800/5005] lr: 1.0000e-01 eta: 11:56:30 time: 0.0688 data_time: 0.0007 memory: 1679 loss: 5.9967 2022/11/27 21:19:44 - mmengine - INFO - Epoch(train) [1][ 900/5005] lr: 9.9999e-02 eta: 11:55:12 time: 0.0687 data_time: 0.0007 memory: 1679 loss: 6.0137 2022/11/27 21:19:51 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:19:51 - mmengine - INFO - Epoch(train) [1][1000/5005] lr: 9.9999e-02 eta: 11:56:35 time: 0.0691 data_time: 0.0007 memory: 1679 loss: 5.8837 2022/11/27 21:19:58 - mmengine - INFO - Epoch(train) [1][1100/5005] lr: 9.9999e-02 eta: 11:53:51 time: 0.0690 data_time: 0.0007 memory: 1679 loss: 5.8341 2022/11/27 21:20:05 - mmengine - INFO - Epoch(train) [1][1200/5005] lr: 9.9999e-02 eta: 11:52:25 time: 0.0690 data_time: 0.0007 memory: 1679 loss: 5.6867 2022/11/27 21:20:12 - mmengine - INFO - Epoch(train) [1][1300/5005] lr: 9.9999e-02 eta: 11:50:32 time: 0.0689 data_time: 0.0007 memory: 1679 loss: 5.6733 2022/11/27 21:20:19 - mmengine - INFO - Epoch(train) [1][1400/5005] lr: 9.9999e-02 eta: 11:48:55 time: 0.0696 data_time: 0.0007 memory: 1679 loss: 5.7102 2022/11/27 21:20:26 - mmengine - INFO - Epoch(train) [1][1500/5005] lr: 9.9998e-02 eta: 11:47:31 time: 0.0690 data_time: 0.0007 memory: 1679 loss: 5.4726 2022/11/27 21:20:33 - mmengine - INFO - Epoch(train) [1][1600/5005] lr: 9.9998e-02 eta: 11:46:17 time: 0.0697 data_time: 0.0007 memory: 1679 loss: 5.5205 2022/11/27 21:20:40 - mmengine - INFO - Epoch(train) [1][1700/5005] lr: 9.9998e-02 eta: 11:45:12 time: 0.0693 data_time: 0.0007 memory: 1679 loss: 5.4865 2022/11/27 21:20:47 - mmengine - INFO - Epoch(train) [1][1800/5005] lr: 9.9998e-02 eta: 11:44:12 time: 0.0688 data_time: 0.0007 memory: 1679 loss: 5.3507 2022/11/27 21:20:54 - mmengine - INFO - Epoch(train) [1][1900/5005] lr: 9.9998e-02 eta: 11:43:16 time: 0.0691 data_time: 0.0007 memory: 1679 loss: 5.1928 2022/11/27 21:21:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:21:01 - mmengine - INFO - Epoch(train) [1][2000/5005] lr: 9.9997e-02 eta: 11:42:26 time: 0.0693 data_time: 0.0007 memory: 1679 loss: 5.3711 2022/11/27 21:21:08 - mmengine - INFO - Epoch(train) [1][2100/5005] lr: 9.9997e-02 eta: 11:42:23 time: 0.0687 data_time: 0.0007 memory: 1679 loss: 5.2648 2022/11/27 21:21:15 - mmengine - INFO - Epoch(train) [1][2200/5005] lr: 9.9997e-02 eta: 11:42:21 time: 0.0689 data_time: 0.0007 memory: 1679 loss: 5.1636 2022/11/27 21:21:22 - mmengine - INFO - Epoch(train) [1][2300/5005] lr: 9.9996e-02 eta: 11:42:06 time: 0.0687 data_time: 0.0007 memory: 1679 loss: 5.1304 2022/11/27 21:21:29 - mmengine - INFO - Epoch(train) [1][2400/5005] lr: 9.9996e-02 eta: 11:41:33 time: 0.0689 data_time: 0.0007 memory: 1679 loss: 4.8613 2022/11/27 21:21:36 - mmengine - INFO - Epoch(train) [1][2500/5005] lr: 9.9996e-02 eta: 11:41:04 time: 0.0693 data_time: 0.0007 memory: 1679 loss: 4.9443 2022/11/27 21:21:42 - mmengine - INFO - Epoch(train) [1][2600/5005] lr: 9.9995e-02 eta: 11:40:31 time: 0.0690 data_time: 0.0007 memory: 1679 loss: 4.8791 2022/11/27 21:21:49 - mmengine - INFO - Epoch(train) [1][2700/5005] lr: 9.9995e-02 eta: 11:39:58 time: 0.0690 data_time: 0.0007 memory: 1679 loss: 4.8868 2022/11/27 21:21:56 - mmengine - INFO - Epoch(train) [1][2800/5005] lr: 9.9995e-02 eta: 11:39:26 time: 0.0693 data_time: 0.0007 memory: 1679 loss: 4.7550 2022/11/27 21:22:03 - mmengine - INFO - Epoch(train) [1][2900/5005] lr: 9.9994e-02 eta: 11:38:53 time: 0.0687 data_time: 0.0007 memory: 1679 loss: 4.8198 2022/11/27 21:22:10 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:22:10 - mmengine - INFO - Epoch(train) [1][3000/5005] lr: 9.9994e-02 eta: 11:38:24 time: 0.0695 data_time: 0.0007 memory: 1679 loss: 4.8996 2022/11/27 21:22:17 - mmengine - INFO - Epoch(train) [1][3100/5005] lr: 9.9993e-02 eta: 11:37:57 time: 0.0691 data_time: 0.0008 memory: 1679 loss: 4.5286 2022/11/27 21:22:24 - mmengine - INFO - Epoch(train) [1][3200/5005] lr: 9.9993e-02 eta: 11:37:28 time: 0.0690 data_time: 0.0008 memory: 1679 loss: 4.7021 2022/11/27 21:22:31 - mmengine - INFO - Epoch(train) [1][3300/5005] lr: 9.9993e-02 eta: 11:37:17 time: 0.0762 data_time: 0.0009 memory: 1679 loss: 4.6234 2022/11/27 21:22:38 - mmengine - INFO - Epoch(train) [1][3400/5005] lr: 9.9992e-02 eta: 11:37:40 time: 0.0691 data_time: 0.0007 memory: 1679 loss: 4.5505 2022/11/27 21:22:45 - mmengine - INFO - Epoch(train) [1][3500/5005] lr: 9.9992e-02 eta: 11:37:25 time: 0.0688 data_time: 0.0007 memory: 1679 loss: 4.6555 2022/11/27 21:22:52 - mmengine - INFO - Epoch(train) [1][3600/5005] lr: 9.9991e-02 eta: 11:37:26 time: 0.0692 data_time: 0.0007 memory: 1679 loss: 4.5130 2022/11/27 21:22:59 - mmengine - INFO - Epoch(train) [1][3700/5005] lr: 9.9991e-02 eta: 11:37:00 time: 0.0691 data_time: 0.0007 memory: 1679 loss: 4.4028 2022/11/27 21:23:06 - mmengine - INFO - Epoch(train) [1][3800/5005] lr: 9.9990e-02 eta: 11:36:43 time: 0.0688 data_time: 0.0007 memory: 1679 loss: 4.3708 2022/11/27 21:23:13 - mmengine - INFO - Epoch(train) [1][3900/5005] lr: 9.9990e-02 eta: 11:36:53 time: 0.0693 data_time: 0.0007 memory: 1679 loss: 4.4364 2022/11/27 21:23:20 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:23:20 - mmengine - INFO - Epoch(train) [1][4000/5005] lr: 9.9989e-02 eta: 11:36:41 time: 0.0692 data_time: 0.0007 memory: 1679 loss: 4.6175 2022/11/27 21:23:27 - mmengine - INFO - Epoch(train) [1][4100/5005] lr: 9.9989e-02 eta: 11:36:49 time: 0.0691 data_time: 0.0007 memory: 1679 loss: 4.3013 2022/11/27 21:23:34 - mmengine - INFO - Epoch(train) [1][4200/5005] lr: 9.9988e-02 eta: 11:36:28 time: 0.0693 data_time: 0.0007 memory: 1679 loss: 4.4863 2022/11/27 21:23:41 - mmengine - INFO - Epoch(train) [1][4300/5005] lr: 9.9987e-02 eta: 11:36:05 time: 0.0686 data_time: 0.0007 memory: 1679 loss: 4.2883 2022/11/27 21:23:48 - mmengine - INFO - Epoch(train) [1][4400/5005] lr: 9.9987e-02 eta: 11:35:45 time: 0.0692 data_time: 0.0007 memory: 1679 loss: 4.3470 2022/11/27 21:23:55 - mmengine - INFO - Epoch(train) [1][4500/5005] lr: 9.9986e-02 eta: 11:35:30 time: 0.0691 data_time: 0.0007 memory: 1679 loss: 4.3634 2022/11/27 21:24:02 - mmengine - INFO - Epoch(train) [1][4600/5005] lr: 9.9986e-02 eta: 11:35:31 time: 0.0838 data_time: 0.0007 memory: 1679 loss: 4.3344 2022/11/27 21:24:09 - mmengine - INFO - Epoch(train) [1][4700/5005] lr: 9.9985e-02 eta: 11:35:18 time: 0.0687 data_time: 0.0008 memory: 1679 loss: 4.0936 2022/11/27 21:24:16 - mmengine - INFO - Epoch(train) [1][4800/5005] lr: 9.9984e-02 eta: 11:35:17 time: 0.0691 data_time: 0.0007 memory: 1679 loss: 4.2934 2022/11/27 21:24:23 - mmengine - INFO - Epoch(train) [1][4900/5005] lr: 9.9984e-02 eta: 11:35:13 time: 0.0689 data_time: 0.0007 memory: 1679 loss: 4.3125 2022/11/27 21:24:30 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:24:30 - mmengine - INFO - Epoch(train) [1][5000/5005] lr: 9.9983e-02 eta: 11:34:58 time: 0.0707 data_time: 0.0018 memory: 1679 loss: 3.9663 2022/11/27 21:24:30 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:24:30 - mmengine - INFO - Saving checkpoint at 1 epochs 2022/11/27 21:24:35 - mmengine - INFO - Epoch(val) [1][100/196] eta: 0:00:04 time: 0.0359 data_time: 0.0222 memory: 1679 2022/11/27 21:24:49 - mmengine - INFO - Epoch(val) [1][196/196] accuracy/top1: 21.5420 accuracy/top5: 45.1920 2022/11/27 21:24:56 - mmengine - INFO - Epoch(train) [2][ 100/5005] lr: 9.9982e-02 eta: 11:35:31 time: 0.0692 data_time: 0.0007 memory: 1679 loss: 4.0831 2022/11/27 21:25:03 - mmengine - INFO - Epoch(train) [2][ 200/5005] lr: 9.9981e-02 eta: 11:35:24 time: 0.0766 data_time: 0.0007 memory: 1679 loss: 4.1006 2022/11/27 21:25:10 - mmengine - INFO - Epoch(train) [2][ 300/5005] lr: 9.9981e-02 eta: 11:35:08 time: 0.0691 data_time: 0.0007 memory: 1679 loss: 3.9945 2022/11/27 21:25:17 - mmengine - INFO - Epoch(train) [2][ 400/5005] lr: 9.9980e-02 eta: 11:34:52 time: 0.0693 data_time: 0.0007 memory: 1679 loss: 3.9676 2022/11/27 21:25:24 - mmengine - INFO - Epoch(train) [2][ 500/5005] lr: 9.9979e-02 eta: 11:34:41 time: 0.0693 data_time: 0.0007 memory: 1679 loss: 4.0574 2022/11/27 21:25:31 - mmengine - INFO - Epoch(train) [2][ 600/5005] lr: 9.9979e-02 eta: 11:34:25 time: 0.0689 data_time: 0.0007 memory: 1679 loss: 3.9474 2022/11/27 21:25:38 - mmengine - INFO - Epoch(train) [2][ 700/5005] lr: 9.9978e-02 eta: 11:34:11 time: 0.0701 data_time: 0.0007 memory: 1679 loss: 3.9226 2022/11/27 21:25:45 - mmengine - INFO - Epoch(train) [2][ 800/5005] lr: 9.9977e-02 eta: 11:33:55 time: 0.0693 data_time: 0.0007 memory: 1679 loss: 3.8693 2022/11/27 21:25:52 - mmengine - INFO - Epoch(train) [2][ 900/5005] lr: 9.9976e-02 eta: 11:33:40 time: 0.0694 data_time: 0.0007 memory: 1679 loss: 3.7370 2022/11/27 21:25:59 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:25:59 - mmengine - INFO - Epoch(train) [2][1000/5005] lr: 9.9975e-02 eta: 11:33:33 time: 0.0690 data_time: 0.0008 memory: 1679 loss: 4.0576 2022/11/27 21:26:06 - mmengine - INFO - Epoch(train) [2][1100/5005] lr: 9.9975e-02 eta: 11:33:20 time: 0.0693 data_time: 0.0007 memory: 1679 loss: 3.9928 2022/11/27 21:26:13 - mmengine - INFO - Epoch(train) [2][1200/5005] lr: 9.9974e-02 eta: 11:33:05 time: 0.0694 data_time: 0.0007 memory: 1679 loss: 3.9583 2022/11/27 21:26:20 - mmengine - INFO - Epoch(train) [2][1300/5005] lr: 9.9973e-02 eta: 11:33:06 time: 0.0816 data_time: 0.0007 memory: 1679 loss: 4.0086 2022/11/27 21:26:27 - mmengine - INFO - Epoch(train) [2][1400/5005] lr: 9.9972e-02 eta: 11:32:54 time: 0.0698 data_time: 0.0007 memory: 1679 loss: 3.7311 2022/11/27 21:26:34 - mmengine - INFO - Epoch(train) [2][1500/5005] lr: 9.9971e-02 eta: 11:32:54 time: 0.0692 data_time: 0.0007 memory: 1679 loss: 3.6944 2022/11/27 21:26:41 - mmengine - INFO - Epoch(train) [2][1600/5005] lr: 9.9970e-02 eta: 11:32:49 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 3.7095 2022/11/27 21:26:48 - mmengine - INFO - Epoch(train) [2][1700/5005] lr: 9.9969e-02 eta: 11:32:44 time: 0.0783 data_time: 0.0007 memory: 1679 loss: 3.9534 2022/11/27 21:26:55 - mmengine - INFO - Epoch(train) [2][1800/5005] lr: 9.9968e-02 eta: 11:32:30 time: 0.0693 data_time: 0.0007 memory: 1679 loss: 3.7246 2022/11/27 21:27:02 - mmengine - INFO - Epoch(train) [2][1900/5005] lr: 9.9967e-02 eta: 11:32:15 time: 0.0689 data_time: 0.0007 memory: 1679 loss: 3.8000 2022/11/27 21:27:08 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:27:09 - mmengine - INFO - Epoch(train) [2][2000/5005] lr: 9.9966e-02 eta: 11:32:07 time: 0.0692 data_time: 0.0007 memory: 1679 loss: 3.7222 2022/11/27 21:27:16 - mmengine - INFO - Epoch(train) [2][2100/5005] lr: 9.9965e-02 eta: 11:31:53 time: 0.0687 data_time: 0.0008 memory: 1679 loss: 3.7105 2022/11/27 21:27:23 - mmengine - INFO - Epoch(train) [2][2200/5005] lr: 9.9965e-02 eta: 11:31:40 time: 0.0695 data_time: 0.0007 memory: 1679 loss: 3.6194 2022/11/27 21:27:30 - mmengine - INFO - Epoch(train) [2][2300/5005] lr: 9.9964e-02 eta: 11:31:32 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 3.7896 2022/11/27 21:27:36 - mmengine - INFO - Epoch(train) [2][2400/5005] lr: 9.9963e-02 eta: 11:31:23 time: 0.0734 data_time: 0.0009 memory: 1679 loss: 3.5908 2022/11/27 21:27:43 - mmengine - INFO - Epoch(train) [2][2500/5005] lr: 9.9961e-02 eta: 11:31:09 time: 0.0692 data_time: 0.0007 memory: 1679 loss: 3.5503 2022/11/27 21:27:50 - mmengine - INFO - Epoch(train) [2][2600/5005] lr: 9.9960e-02 eta: 11:31:02 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 3.5374 2022/11/27 21:27:57 - mmengine - INFO - Epoch(train) [2][2700/5005] lr: 9.9959e-02 eta: 11:30:59 time: 0.0695 data_time: 0.0007 memory: 1679 loss: 3.4889 2022/11/27 21:28:05 - mmengine - INFO - Epoch(train) [2][2800/5005] lr: 9.9958e-02 eta: 11:31:00 time: 0.0690 data_time: 0.0008 memory: 1679 loss: 3.5685 2022/11/27 21:28:11 - mmengine - INFO - Epoch(train) [2][2900/5005] lr: 9.9957e-02 eta: 11:30:47 time: 0.0699 data_time: 0.0007 memory: 1679 loss: 3.7948 2022/11/27 21:28:18 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:28:19 - mmengine - INFO - Epoch(train) [2][3000/5005] lr: 9.9956e-02 eta: 11:30:45 time: 0.0690 data_time: 0.0007 memory: 1679 loss: 3.4031 2022/11/27 21:28:25 - mmengine - INFO - Epoch(train) [2][3100/5005] lr: 9.9955e-02 eta: 11:30:33 time: 0.0691 data_time: 0.0007 memory: 1679 loss: 3.3901 2022/11/27 21:28:32 - mmengine - INFO - Epoch(train) [2][3200/5005] lr: 9.9954e-02 eta: 11:30:21 time: 0.0694 data_time: 0.0009 memory: 1679 loss: 3.6059 2022/11/27 21:28:39 - mmengine - INFO - Epoch(train) [2][3300/5005] lr: 9.9953e-02 eta: 11:30:09 time: 0.0696 data_time: 0.0007 memory: 1679 loss: 3.5447 2022/11/27 21:28:46 - mmengine - INFO - Epoch(train) [2][3400/5005] lr: 9.9952e-02 eta: 11:30:03 time: 0.0703 data_time: 0.0009 memory: 1679 loss: 3.4601 2022/11/27 21:28:53 - mmengine - INFO - Epoch(train) [2][3500/5005] lr: 9.9951e-02 eta: 11:29:51 time: 0.0694 data_time: 0.0007 memory: 1679 loss: 3.5788 2022/11/27 21:29:00 - mmengine - INFO - Epoch(train) [2][3600/5005] lr: 9.9949e-02 eta: 11:29:40 time: 0.0692 data_time: 0.0009 memory: 1679 loss: 3.6819 2022/11/27 21:29:07 - mmengine - INFO - Epoch(train) [2][3700/5005] lr: 9.9948e-02 eta: 11:29:29 time: 0.0693 data_time: 0.0007 memory: 1679 loss: 3.5162 2022/11/27 21:29:14 - mmengine - INFO - Epoch(train) [2][3800/5005] lr: 9.9947e-02 eta: 11:29:26 time: 0.0690 data_time: 0.0008 memory: 1679 loss: 3.4439 2022/11/27 21:29:21 - mmengine - INFO - Epoch(train) [2][3900/5005] lr: 9.9946e-02 eta: 11:29:14 time: 0.0690 data_time: 0.0008 memory: 1679 loss: 3.5936 2022/11/27 21:29:28 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:29:28 - mmengine - INFO - Epoch(train) [2][4000/5005] lr: 9.9945e-02 eta: 11:29:18 time: 0.0795 data_time: 0.0010 memory: 1679 loss: 3.5632 2022/11/27 21:29:35 - mmengine - INFO - Epoch(train) [2][4100/5005] lr: 9.9943e-02 eta: 11:29:11 time: 0.0691 data_time: 0.0007 memory: 1679 loss: 3.4786 2022/11/27 21:29:42 - mmengine - INFO - Epoch(train) [2][4200/5005] lr: 9.9942e-02 eta: 11:28:58 time: 0.0692 data_time: 0.0007 memory: 1679 loss: 3.3709 2022/11/27 21:29:49 - mmengine - INFO - Epoch(train) [2][4300/5005] lr: 9.9941e-02 eta: 11:28:46 time: 0.0691 data_time: 0.0007 memory: 1679 loss: 3.3527 2022/11/27 21:29:56 - mmengine - INFO - Epoch(train) [2][4400/5005] lr: 9.9940e-02 eta: 11:28:41 time: 0.0692 data_time: 0.0007 memory: 1679 loss: 3.5470 2022/11/27 21:30:03 - mmengine - INFO - Epoch(train) [2][4500/5005] lr: 9.9938e-02 eta: 11:28:30 time: 0.0691 data_time: 0.0007 memory: 1679 loss: 3.5294 2022/11/27 21:30:10 - mmengine - INFO - Epoch(train) [2][4600/5005] lr: 9.9937e-02 eta: 11:28:20 time: 0.0692 data_time: 0.0010 memory: 1679 loss: 3.3386 2022/11/27 21:30:17 - mmengine - INFO - Epoch(train) [2][4700/5005] lr: 9.9936e-02 eta: 11:28:09 time: 0.0689 data_time: 0.0007 memory: 1679 loss: 3.5637 2022/11/27 21:30:24 - mmengine - INFO - Epoch(train) [2][4800/5005] lr: 9.9934e-02 eta: 11:27:58 time: 0.0690 data_time: 0.0007 memory: 1679 loss: 3.2042 2022/11/27 21:30:31 - mmengine - INFO - Epoch(train) [2][4900/5005] lr: 9.9933e-02 eta: 11:27:46 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 3.1502 2022/11/27 21:30:37 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:30:38 - mmengine - INFO - Epoch(train) [2][5000/5005] lr: 9.9932e-02 eta: 11:27:40 time: 0.0706 data_time: 0.0019 memory: 1679 loss: 3.2541 2022/11/27 21:30:38 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:30:38 - mmengine - INFO - Saving checkpoint at 2 epochs 2022/11/27 21:30:43 - mmengine - INFO - Epoch(val) [2][100/196] eta: 0:00:03 time: 0.0371 data_time: 0.0234 memory: 1679 2022/11/27 21:30:56 - mmengine - INFO - Epoch(val) [2][196/196] accuracy/top1: 33.4820 accuracy/top5: 59.6100 2022/11/27 21:31:04 - mmengine - INFO - Epoch(train) [3][ 100/5005] lr: 9.9930e-02 eta: 11:27:44 time: 0.0688 data_time: 0.0007 memory: 1679 loss: 3.1505 2022/11/27 21:31:11 - mmengine - INFO - Epoch(train) [3][ 200/5005] lr: 9.9929e-02 eta: 11:27:33 time: 0.0693 data_time: 0.0007 memory: 1679 loss: 3.3084 2022/11/27 21:31:17 - mmengine - INFO - Epoch(train) [3][ 300/5005] lr: 9.9927e-02 eta: 11:27:22 time: 0.0692 data_time: 0.0007 memory: 1679 loss: 3.3026 2022/11/27 21:31:24 - mmengine - INFO - Epoch(train) [3][ 400/5005] lr: 9.9926e-02 eta: 11:27:11 time: 0.0690 data_time: 0.0007 memory: 1679 loss: 3.3114 2022/11/27 21:31:31 - mmengine - INFO - Epoch(train) [3][ 500/5005] lr: 9.9924e-02 eta: 11:27:01 time: 0.0692 data_time: 0.0007 memory: 1679 loss: 3.1509 2022/11/27 21:31:38 - mmengine - INFO - Epoch(train) [3][ 600/5005] lr: 9.9923e-02 eta: 11:26:53 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 3.3907 2022/11/27 21:31:45 - mmengine - INFO - Epoch(train) [3][ 700/5005] lr: 9.9922e-02 eta: 11:26:46 time: 0.0690 data_time: 0.0007 memory: 1679 loss: 3.3837 2022/11/27 21:31:52 - mmengine - INFO - Epoch(train) [3][ 800/5005] lr: 9.9920e-02 eta: 11:26:36 time: 0.0689 data_time: 0.0007 memory: 1679 loss: 3.2857 2022/11/27 21:31:59 - mmengine - INFO - Epoch(train) [3][ 900/5005] lr: 9.9919e-02 eta: 11:26:28 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 3.1544 2022/11/27 21:32:05 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:32:06 - mmengine - INFO - Epoch(train) [3][1000/5005] lr: 9.9917e-02 eta: 11:26:18 time: 0.0690 data_time: 0.0008 memory: 1679 loss: 2.9692 2022/11/27 21:32:13 - mmengine - INFO - Epoch(train) [3][1100/5005] lr: 9.9916e-02 eta: 11:26:16 time: 0.0691 data_time: 0.0007 memory: 1679 loss: 3.1895 2022/11/27 21:32:20 - mmengine - INFO - Epoch(train) [3][1200/5005] lr: 9.9914e-02 eta: 11:26:07 time: 0.0732 data_time: 0.0007 memory: 1679 loss: 3.0916 2022/11/27 21:32:27 - mmengine - INFO - Epoch(train) [3][1300/5005] lr: 9.9913e-02 eta: 11:26:00 time: 0.0759 data_time: 0.0007 memory: 1679 loss: 3.1270 2022/11/27 21:32:34 - mmengine - INFO - Epoch(train) [3][1400/5005] lr: 9.9911e-02 eta: 11:25:53 time: 0.0757 data_time: 0.0007 memory: 1679 loss: 3.0870 2022/11/27 21:32:41 - mmengine - INFO - Epoch(train) [3][1500/5005] lr: 9.9909e-02 eta: 11:25:42 time: 0.0691 data_time: 0.0008 memory: 1679 loss: 3.2213 2022/11/27 21:32:48 - mmengine - INFO - Epoch(train) [3][1600/5005] lr: 9.9908e-02 eta: 11:25:32 time: 0.0692 data_time: 0.0010 memory: 1679 loss: 3.1183 2022/11/27 21:32:55 - mmengine - INFO - Epoch(train) [3][1700/5005] lr: 9.9906e-02 eta: 11:25:23 time: 0.0719 data_time: 0.0007 memory: 1679 loss: 3.1804 2022/11/27 21:33:02 - mmengine - INFO - Epoch(train) [3][1800/5005] lr: 9.9905e-02 eta: 11:25:13 time: 0.0699 data_time: 0.0008 memory: 1679 loss: 3.2595 2022/11/27 21:33:09 - mmengine - INFO - Epoch(train) [3][1900/5005] lr: 9.9903e-02 eta: 11:25:08 time: 0.0694 data_time: 0.0007 memory: 1679 loss: 3.3544 2022/11/27 21:33:15 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:33:16 - mmengine - INFO - Epoch(train) [3][2000/5005] lr: 9.9901e-02 eta: 11:25:01 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 3.2660 2022/11/27 21:33:23 - mmengine - INFO - Epoch(train) [3][2100/5005] lr: 9.9900e-02 eta: 11:24:51 time: 0.0691 data_time: 0.0008 memory: 1679 loss: 3.2165 2022/11/27 21:33:30 - mmengine - INFO - Epoch(train) [3][2200/5005] lr: 9.9898e-02 eta: 11:24:43 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.9694 2022/11/27 21:33:37 - mmengine - INFO - Epoch(train) [3][2300/5005] lr: 9.9896e-02 eta: 11:24:37 time: 0.0690 data_time: 0.0007 memory: 1679 loss: 3.0819 2022/11/27 21:33:44 - mmengine - INFO - Epoch(train) [3][2400/5005] lr: 9.9895e-02 eta: 11:24:32 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 3.1851 2022/11/27 21:33:51 - mmengine - INFO - Epoch(train) [3][2500/5005] lr: 9.9893e-02 eta: 11:24:23 time: 0.0698 data_time: 0.0007 memory: 1679 loss: 3.3580 2022/11/27 21:33:58 - mmengine - INFO - Epoch(train) [3][2600/5005] lr: 9.9891e-02 eta: 11:24:14 time: 0.0694 data_time: 0.0007 memory: 1679 loss: 3.0362 2022/11/27 21:34:05 - mmengine - INFO - Epoch(train) [3][2700/5005] lr: 9.9890e-02 eta: 11:24:05 time: 0.0692 data_time: 0.0009 memory: 1679 loss: 3.1582 2022/11/27 21:34:12 - mmengine - INFO - Epoch(train) [3][2800/5005] lr: 9.9888e-02 eta: 11:24:02 time: 0.0694 data_time: 0.0007 memory: 1679 loss: 3.1891 2022/11/27 21:34:19 - mmengine - INFO - Epoch(train) [3][2900/5005] lr: 9.9886e-02 eta: 11:23:56 time: 0.0697 data_time: 0.0007 memory: 1679 loss: 3.1486 2022/11/27 21:34:25 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:34:26 - mmengine - INFO - Epoch(train) [3][3000/5005] lr: 9.9884e-02 eta: 11:23:47 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 3.0895 2022/11/27 21:34:33 - mmengine - INFO - Epoch(train) [3][3100/5005] lr: 9.9882e-02 eta: 11:23:40 time: 0.0696 data_time: 0.0008 memory: 1679 loss: 3.0997 2022/11/27 21:34:40 - mmengine - INFO - Epoch(train) [3][3200/5005] lr: 9.9881e-02 eta: 11:23:38 time: 0.0690 data_time: 0.0007 memory: 1679 loss: 3.1226 2022/11/27 21:34:47 - mmengine - INFO - Epoch(train) [3][3300/5005] lr: 9.9879e-02 eta: 11:23:29 time: 0.0692 data_time: 0.0007 memory: 1679 loss: 2.9397 2022/11/27 21:34:54 - mmengine - INFO - Epoch(train) [3][3400/5005] lr: 9.9877e-02 eta: 11:23:20 time: 0.0694 data_time: 0.0009 memory: 1679 loss: 2.9186 2022/11/27 21:35:01 - mmengine - INFO - Epoch(train) [3][3500/5005] lr: 9.9875e-02 eta: 11:23:10 time: 0.0695 data_time: 0.0007 memory: 1679 loss: 3.0874 2022/11/27 21:35:08 - mmengine - INFO - Epoch(train) [3][3600/5005] lr: 9.9873e-02 eta: 11:23:06 time: 0.0740 data_time: 0.0008 memory: 1679 loss: 2.9595 2022/11/27 21:35:15 - mmengine - INFO - Epoch(train) [3][3700/5005] lr: 9.9872e-02 eta: 11:23:00 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.9919 2022/11/27 21:35:22 - mmengine - INFO - Epoch(train) [3][3800/5005] lr: 9.9870e-02 eta: 11:22:51 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.8911 2022/11/27 21:35:29 - mmengine - INFO - Epoch(train) [3][3900/5005] lr: 9.9868e-02 eta: 11:22:42 time: 0.0689 data_time: 0.0008 memory: 1679 loss: 3.1203 2022/11/27 21:35:35 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:35:35 - mmengine - INFO - Epoch(train) [3][4000/5005] lr: 9.9866e-02 eta: 11:22:32 time: 0.0691 data_time: 0.0008 memory: 1679 loss: 2.8841 2022/11/27 21:35:42 - mmengine - INFO - Epoch(train) [3][4100/5005] lr: 9.9864e-02 eta: 11:22:26 time: 0.0689 data_time: 0.0007 memory: 1679 loss: 2.8233 2022/11/27 21:35:49 - mmengine - INFO - Epoch(train) [3][4200/5005] lr: 9.9862e-02 eta: 11:22:16 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 3.0668 2022/11/27 21:35:56 - mmengine - INFO - Epoch(train) [3][4300/5005] lr: 9.9860e-02 eta: 11:22:09 time: 0.0691 data_time: 0.0007 memory: 1679 loss: 2.8253 2022/11/27 21:36:03 - mmengine - INFO - Epoch(train) [3][4400/5005] lr: 9.9858e-02 eta: 11:22:06 time: 0.0690 data_time: 0.0007 memory: 1679 loss: 3.4293 2022/11/27 21:36:10 - mmengine - INFO - Epoch(train) [3][4500/5005] lr: 9.9856e-02 eta: 11:22:00 time: 0.0691 data_time: 0.0007 memory: 1679 loss: 3.0779 2022/11/27 21:36:17 - mmengine - INFO - Epoch(train) [3][4600/5005] lr: 9.9854e-02 eta: 11:21:52 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 2.7788 2022/11/27 21:36:24 - mmengine - INFO - Epoch(train) [3][4700/5005] lr: 9.9852e-02 eta: 11:21:43 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 2.9917 2022/11/27 21:36:31 - mmengine - INFO - Epoch(train) [3][4800/5005] lr: 9.9850e-02 eta: 11:21:33 time: 0.0693 data_time: 0.0007 memory: 1679 loss: 2.9926 2022/11/27 21:36:38 - mmengine - INFO - Epoch(train) [3][4900/5005] lr: 9.9848e-02 eta: 11:21:27 time: 0.0688 data_time: 0.0008 memory: 1679 loss: 2.9543 2022/11/27 21:36:45 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:36:45 - mmengine - INFO - Epoch(train) [3][5000/5005] lr: 9.9846e-02 eta: 11:21:23 time: 0.0706 data_time: 0.0019 memory: 1679 loss: 3.1256 2022/11/27 21:36:46 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:36:46 - mmengine - INFO - Saving checkpoint at 3 epochs 2022/11/27 21:36:51 - mmengine - INFO - Epoch(val) [3][100/196] eta: 0:00:03 time: 0.0360 data_time: 0.0219 memory: 1679 2022/11/27 21:37:04 - mmengine - INFO - Epoch(val) [3][196/196] accuracy/top1: 40.9320 accuracy/top5: 67.6520 2022/11/27 21:37:11 - mmengine - INFO - Epoch(train) [4][ 100/5005] lr: 9.9844e-02 eta: 11:21:29 time: 0.0693 data_time: 0.0007 memory: 1679 loss: 2.9314 2022/11/27 21:37:18 - mmengine - INFO - Epoch(train) [4][ 200/5005] lr: 9.9842e-02 eta: 11:21:20 time: 0.0699 data_time: 0.0007 memory: 1679 loss: 2.8954 2022/11/27 21:37:25 - mmengine - INFO - Epoch(train) [4][ 300/5005] lr: 9.9840e-02 eta: 11:21:11 time: 0.0691 data_time: 0.0008 memory: 1679 loss: 2.9707 2022/11/27 21:37:32 - mmengine - INFO - Epoch(train) [4][ 400/5005] lr: 9.9838e-02 eta: 11:21:02 time: 0.0697 data_time: 0.0008 memory: 1679 loss: 2.7394 2022/11/27 21:37:39 - mmengine - INFO - Epoch(train) [4][ 500/5005] lr: 9.9835e-02 eta: 11:20:56 time: 0.0772 data_time: 0.0008 memory: 1679 loss: 2.8569 2022/11/27 21:37:46 - mmengine - INFO - Epoch(train) [4][ 600/5005] lr: 9.9833e-02 eta: 11:20:50 time: 0.0780 data_time: 0.0008 memory: 1679 loss: 2.9192 2022/11/27 21:37:53 - mmengine - INFO - Epoch(train) [4][ 700/5005] lr: 9.9831e-02 eta: 11:20:44 time: 0.0696 data_time: 0.0008 memory: 1679 loss: 2.7383 2022/11/27 21:38:00 - mmengine - INFO - Epoch(train) [4][ 800/5005] lr: 9.9829e-02 eta: 11:20:35 time: 0.0691 data_time: 0.0008 memory: 1679 loss: 3.0649 2022/11/27 21:38:07 - mmengine - INFO - Epoch(train) [4][ 900/5005] lr: 9.9827e-02 eta: 11:20:27 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 3.1674 2022/11/27 21:38:13 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:38:14 - mmengine - INFO - Epoch(train) [4][1000/5005] lr: 9.9825e-02 eta: 11:20:18 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 3.0044 2022/11/27 21:38:21 - mmengine - INFO - Epoch(train) [4][1100/5005] lr: 9.9822e-02 eta: 11:20:14 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 3.1556 2022/11/27 21:38:28 - mmengine - INFO - Epoch(train) [4][1200/5005] lr: 9.9820e-02 eta: 11:20:05 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.8541 2022/11/27 21:38:35 - mmengine - INFO - Epoch(train) [4][1300/5005] lr: 9.9818e-02 eta: 11:19:56 time: 0.0689 data_time: 0.0007 memory: 1679 loss: 3.0454 2022/11/27 21:38:42 - mmengine - INFO - Epoch(train) [4][1400/5005] lr: 9.9816e-02 eta: 11:19:50 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 2.7246 2022/11/27 21:38:49 - mmengine - INFO - Epoch(train) [4][1500/5005] lr: 9.9814e-02 eta: 11:19:41 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.6893 2022/11/27 21:38:56 - mmengine - INFO - Epoch(train) [4][1600/5005] lr: 9.9811e-02 eta: 11:19:36 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 2.9730 2022/11/27 21:39:03 - mmengine - INFO - Epoch(train) [4][1700/5005] lr: 9.9809e-02 eta: 11:19:27 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.8599 2022/11/27 21:39:10 - mmengine - INFO - Epoch(train) [4][1800/5005] lr: 9.9807e-02 eta: 11:19:21 time: 0.0691 data_time: 0.0008 memory: 1679 loss: 2.8687 2022/11/27 21:39:17 - mmengine - INFO - Epoch(train) [4][1900/5005] lr: 9.9804e-02 eta: 11:19:12 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 2.8970 2022/11/27 21:39:23 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:39:24 - mmengine - INFO - Epoch(train) [4][2000/5005] lr: 9.9802e-02 eta: 11:19:06 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 2.8782 2022/11/27 21:39:31 - mmengine - INFO - Epoch(train) [4][2100/5005] lr: 9.9800e-02 eta: 11:19:00 time: 0.0691 data_time: 0.0008 memory: 1679 loss: 3.0206 2022/11/27 21:39:38 - mmengine - INFO - Epoch(train) [4][2200/5005] lr: 9.9797e-02 eta: 11:18:52 time: 0.0703 data_time: 0.0008 memory: 1679 loss: 2.9678 2022/11/27 21:39:45 - mmengine - INFO - Epoch(train) [4][2300/5005] lr: 9.9795e-02 eta: 11:18:45 time: 0.0729 data_time: 0.0008 memory: 1679 loss: 2.8116 2022/11/27 21:39:52 - mmengine - INFO - Epoch(train) [4][2400/5005] lr: 9.9793e-02 eta: 11:18:38 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 2.8801 2022/11/27 21:39:59 - mmengine - INFO - Epoch(train) [4][2500/5005] lr: 9.9790e-02 eta: 11:18:35 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.9483 2022/11/27 21:40:06 - mmengine - INFO - Epoch(train) [4][2600/5005] lr: 9.9788e-02 eta: 11:18:27 time: 0.0697 data_time: 0.0008 memory: 1679 loss: 2.9352 2022/11/27 21:40:13 - mmengine - INFO - Epoch(train) [4][2700/5005] lr: 9.9786e-02 eta: 11:18:22 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.7387 2022/11/27 21:40:20 - mmengine - INFO - Epoch(train) [4][2800/5005] lr: 9.9783e-02 eta: 11:18:16 time: 0.0696 data_time: 0.0008 memory: 1679 loss: 2.7414 2022/11/27 21:40:27 - mmengine - INFO - Epoch(train) [4][2900/5005] lr: 9.9781e-02 eta: 11:18:07 time: 0.0703 data_time: 0.0009 memory: 1679 loss: 2.7670 2022/11/27 21:40:33 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:40:34 - mmengine - INFO - Epoch(train) [4][3000/5005] lr: 9.9778e-02 eta: 11:18:01 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 2.8946 2022/11/27 21:40:41 - mmengine - INFO - Epoch(train) [4][3100/5005] lr: 9.9776e-02 eta: 11:17:56 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 2.8052 2022/11/27 21:40:48 - mmengine - INFO - Epoch(train) [4][3200/5005] lr: 9.9773e-02 eta: 11:17:50 time: 0.0690 data_time: 0.0008 memory: 1679 loss: 2.7532 2022/11/27 21:40:55 - mmengine - INFO - Epoch(train) [4][3300/5005] lr: 9.9771e-02 eta: 11:17:42 time: 0.0698 data_time: 0.0008 memory: 1679 loss: 2.6954 2022/11/27 21:41:02 - mmengine - INFO - Epoch(train) [4][3400/5005] lr: 9.9768e-02 eta: 11:17:33 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 2.7474 2022/11/27 21:41:09 - mmengine - INFO - Epoch(train) [4][3500/5005] lr: 9.9766e-02 eta: 11:17:25 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.7617 2022/11/27 21:41:16 - mmengine - INFO - Epoch(train) [4][3600/5005] lr: 9.9763e-02 eta: 11:17:20 time: 0.0690 data_time: 0.0008 memory: 1679 loss: 2.8558 2022/11/27 21:41:23 - mmengine - INFO - Epoch(train) [4][3700/5005] lr: 9.9761e-02 eta: 11:17:14 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.8597 2022/11/27 21:41:30 - mmengine - INFO - Epoch(train) [4][3800/5005] lr: 9.9758e-02 eta: 11:17:07 time: 0.0696 data_time: 0.0007 memory: 1679 loss: 2.7886 2022/11/27 21:41:37 - mmengine - INFO - Epoch(train) [4][3900/5005] lr: 9.9755e-02 eta: 11:16:58 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.7309 2022/11/27 21:41:43 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:41:44 - mmengine - INFO - Epoch(train) [4][4000/5005] lr: 9.9753e-02 eta: 11:16:52 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.8595 2022/11/27 21:41:51 - mmengine - INFO - Epoch(train) [4][4100/5005] lr: 9.9750e-02 eta: 11:16:46 time: 0.0690 data_time: 0.0008 memory: 1679 loss: 2.7254 2022/11/27 21:41:58 - mmengine - INFO - Epoch(train) [4][4200/5005] lr: 9.9748e-02 eta: 11:16:38 time: 0.0690 data_time: 0.0008 memory: 1679 loss: 2.9470 2022/11/27 21:42:05 - mmengine - INFO - Epoch(train) [4][4300/5005] lr: 9.9745e-02 eta: 11:16:30 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 3.0350 2022/11/27 21:42:12 - mmengine - INFO - Epoch(train) [4][4400/5005] lr: 9.9742e-02 eta: 11:16:22 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.8916 2022/11/27 21:42:19 - mmengine - INFO - Epoch(train) [4][4500/5005] lr: 9.9740e-02 eta: 11:16:19 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.7314 2022/11/27 21:42:26 - mmengine - INFO - Epoch(train) [4][4600/5005] lr: 9.9737e-02 eta: 11:16:10 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.7967 2022/11/27 21:42:33 - mmengine - INFO - Epoch(train) [4][4700/5005] lr: 9.9734e-02 eta: 11:16:03 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.5999 2022/11/27 21:42:40 - mmengine - INFO - Epoch(train) [4][4800/5005] lr: 9.9732e-02 eta: 11:15:55 time: 0.0697 data_time: 0.0008 memory: 1679 loss: 2.6095 2022/11/27 21:42:47 - mmengine - INFO - Epoch(train) [4][4900/5005] lr: 9.9729e-02 eta: 11:15:46 time: 0.0691 data_time: 0.0010 memory: 1679 loss: 2.6682 2022/11/27 21:42:53 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:42:54 - mmengine - INFO - Epoch(train) [4][5000/5005] lr: 9.9726e-02 eta: 11:15:38 time: 0.0706 data_time: 0.0018 memory: 1679 loss: 2.8365 2022/11/27 21:42:54 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:42:54 - mmengine - INFO - Saving checkpoint at 4 epochs 2022/11/27 21:42:59 - mmengine - INFO - Epoch(val) [4][100/196] eta: 0:00:04 time: 0.0365 data_time: 0.0229 memory: 1679 2022/11/27 21:43:12 - mmengine - INFO - Epoch(val) [4][196/196] accuracy/top1: 45.0400 accuracy/top5: 71.2760 2022/11/27 21:43:20 - mmengine - INFO - Epoch(train) [5][ 100/5005] lr: 9.9723e-02 eta: 11:15:37 time: 0.0690 data_time: 0.0008 memory: 1679 loss: 2.7134 2022/11/27 21:43:27 - mmengine - INFO - Epoch(train) [5][ 200/5005] lr: 9.9721e-02 eta: 11:15:29 time: 0.0699 data_time: 0.0008 memory: 1679 loss: 2.7727 2022/11/27 21:43:34 - mmengine - INFO - Epoch(train) [5][ 300/5005] lr: 9.9718e-02 eta: 11:15:21 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.7916 2022/11/27 21:43:41 - mmengine - INFO - Epoch(train) [5][ 400/5005] lr: 9.9715e-02 eta: 11:15:13 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 2.6039 2022/11/27 21:43:47 - mmengine - INFO - Epoch(train) [5][ 500/5005] lr: 9.9712e-02 eta: 11:15:05 time: 0.0701 data_time: 0.0009 memory: 1679 loss: 2.7083 2022/11/27 21:43:54 - mmengine - INFO - Epoch(train) [5][ 600/5005] lr: 9.9709e-02 eta: 11:14:57 time: 0.0696 data_time: 0.0012 memory: 1679 loss: 3.0452 2022/11/27 21:44:01 - mmengine - INFO - Epoch(train) [5][ 700/5005] lr: 9.9707e-02 eta: 11:14:52 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.6656 2022/11/27 21:44:08 - mmengine - INFO - Epoch(train) [5][ 800/5005] lr: 9.9704e-02 eta: 11:14:44 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 2.7857 2022/11/27 21:44:16 - mmengine - INFO - Epoch(train) [5][ 900/5005] lr: 9.9701e-02 eta: 11:14:39 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 2.6985 2022/11/27 21:44:21 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:44:22 - mmengine - INFO - Epoch(train) [5][1000/5005] lr: 9.9698e-02 eta: 11:14:31 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 2.8726 2022/11/27 21:44:29 - mmengine - INFO - Epoch(train) [5][1100/5005] lr: 9.9695e-02 eta: 11:14:25 time: 0.0696 data_time: 0.0008 memory: 1679 loss: 2.8068 2022/11/27 21:44:36 - mmengine - INFO - Epoch(train) [5][1200/5005] lr: 9.9692e-02 eta: 11:14:18 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.8819 2022/11/27 21:44:43 - mmengine - INFO - Epoch(train) [5][1300/5005] lr: 9.9689e-02 eta: 11:14:10 time: 0.0698 data_time: 0.0008 memory: 1679 loss: 2.5940 2022/11/27 21:44:50 - mmengine - INFO - Epoch(train) [5][1400/5005] lr: 9.9687e-02 eta: 11:14:04 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 2.7312 2022/11/27 21:44:57 - mmengine - INFO - Epoch(train) [5][1500/5005] lr: 9.9684e-02 eta: 11:13:56 time: 0.0699 data_time: 0.0008 memory: 1679 loss: 2.6691 2022/11/27 21:45:05 - mmengine - INFO - Epoch(train) [5][1600/5005] lr: 9.9681e-02 eta: 11:13:51 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.8386 2022/11/27 21:45:11 - mmengine - INFO - Epoch(train) [5][1700/5005] lr: 9.9678e-02 eta: 11:13:43 time: 0.0697 data_time: 0.0008 memory: 1679 loss: 2.5456 2022/11/27 21:45:18 - mmengine - INFO - Epoch(train) [5][1800/5005] lr: 9.9675e-02 eta: 11:13:36 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.7824 2022/11/27 21:45:25 - mmengine - INFO - Epoch(train) [5][1900/5005] lr: 9.9672e-02 eta: 11:13:29 time: 0.0693 data_time: 0.0012 memory: 1679 loss: 2.8498 2022/11/27 21:45:31 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:45:32 - mmengine - INFO - Epoch(train) [5][2000/5005] lr: 9.9669e-02 eta: 11:13:22 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.8043 2022/11/27 21:45:39 - mmengine - INFO - Epoch(train) [5][2100/5005] lr: 9.9666e-02 eta: 11:13:14 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 2.9619 2022/11/27 21:45:46 - mmengine - INFO - Epoch(train) [5][2200/5005] lr: 9.9663e-02 eta: 11:13:09 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 2.7552 2022/11/27 21:45:53 - mmengine - INFO - Epoch(train) [5][2300/5005] lr: 9.9660e-02 eta: 11:13:03 time: 0.0691 data_time: 0.0008 memory: 1679 loss: 2.6484 2022/11/27 21:46:01 - mmengine - INFO - Epoch(train) [5][2400/5005] lr: 9.9657e-02 eta: 11:12:57 time: 0.0689 data_time: 0.0008 memory: 1679 loss: 2.6143 2022/11/27 21:46:07 - mmengine - INFO - Epoch(train) [5][2500/5005] lr: 9.9654e-02 eta: 11:12:49 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 2.8551 2022/11/27 21:46:14 - mmengine - INFO - Epoch(train) [5][2600/5005] lr: 9.9650e-02 eta: 11:12:41 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.6513 2022/11/27 21:46:21 - mmengine - INFO - Epoch(train) [5][2700/5005] lr: 9.9647e-02 eta: 11:12:34 time: 0.0695 data_time: 0.0010 memory: 1679 loss: 2.8666 2022/11/27 21:46:28 - mmengine - INFO - Epoch(train) [5][2800/5005] lr: 9.9644e-02 eta: 11:12:28 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.7350 2022/11/27 21:46:35 - mmengine - INFO - Epoch(train) [5][2900/5005] lr: 9.9641e-02 eta: 11:12:22 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.9794 2022/11/27 21:46:41 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:46:42 - mmengine - INFO - Epoch(train) [5][3000/5005] lr: 9.9638e-02 eta: 11:12:15 time: 0.0698 data_time: 0.0010 memory: 1679 loss: 2.9397 2022/11/27 21:46:49 - mmengine - INFO - Epoch(train) [5][3100/5005] lr: 9.9635e-02 eta: 11:12:07 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.6994 2022/11/27 21:46:56 - mmengine - INFO - Epoch(train) [5][3200/5005] lr: 9.9632e-02 eta: 11:11:59 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 2.8852 2022/11/27 21:47:03 - mmengine - INFO - Epoch(train) [5][3300/5005] lr: 9.9629e-02 eta: 11:11:53 time: 0.0699 data_time: 0.0008 memory: 1679 loss: 2.9081 2022/11/27 21:47:10 - mmengine - INFO - Epoch(train) [5][3400/5005] lr: 9.9625e-02 eta: 11:11:45 time: 0.0697 data_time: 0.0008 memory: 1679 loss: 2.8829 2022/11/27 21:47:17 - mmengine - INFO - Epoch(train) [5][3500/5005] lr: 9.9622e-02 eta: 11:11:39 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 2.8007 2022/11/27 21:47:25 - mmengine - INFO - Epoch(train) [5][3600/5005] lr: 9.9619e-02 eta: 11:11:35 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 2.7843 2022/11/27 21:47:32 - mmengine - INFO - Epoch(train) [5][3700/5005] lr: 9.9616e-02 eta: 11:11:29 time: 0.0697 data_time: 0.0008 memory: 1679 loss: 2.7749 2022/11/27 21:47:39 - mmengine - INFO - Epoch(train) [5][3800/5005] lr: 9.9612e-02 eta: 11:11:23 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.6020 2022/11/27 21:47:46 - mmengine - INFO - Epoch(train) [5][3900/5005] lr: 9.9609e-02 eta: 11:11:15 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.6313 2022/11/27 21:47:51 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:47:52 - mmengine - INFO - Epoch(train) [5][4000/5005] lr: 9.9606e-02 eta: 11:11:07 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.8837 2022/11/27 21:48:00 - mmengine - INFO - Epoch(train) [5][4100/5005] lr: 9.9603e-02 eta: 11:11:01 time: 0.0690 data_time: 0.0009 memory: 1679 loss: 2.7867 2022/11/27 21:48:07 - mmengine - INFO - Epoch(train) [5][4200/5005] lr: 9.9599e-02 eta: 11:10:59 time: 0.0919 data_time: 0.0011 memory: 1679 loss: 2.7052 2022/11/27 21:48:14 - mmengine - INFO - Epoch(train) [5][4300/5005] lr: 9.9596e-02 eta: 11:10:52 time: 0.0699 data_time: 0.0008 memory: 1679 loss: 2.6490 2022/11/27 21:48:21 - mmengine - INFO - Epoch(train) [5][4400/5005] lr: 9.9593e-02 eta: 11:10:44 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.7768 2022/11/27 21:48:28 - mmengine - INFO - Epoch(train) [5][4500/5005] lr: 9.9589e-02 eta: 11:10:38 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 2.8627 2022/11/27 21:48:35 - mmengine - INFO - Epoch(train) [5][4600/5005] lr: 9.9586e-02 eta: 11:10:31 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 2.6520 2022/11/27 21:48:42 - mmengine - INFO - Epoch(train) [5][4700/5005] lr: 9.9583e-02 eta: 11:10:23 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.7511 2022/11/27 21:48:49 - mmengine - INFO - Epoch(train) [5][4800/5005] lr: 9.9579e-02 eta: 11:10:17 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.5977 2022/11/27 21:48:56 - mmengine - INFO - Epoch(train) [5][4900/5005] lr: 9.9576e-02 eta: 11:10:11 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.7502 2022/11/27 21:49:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:49:03 - mmengine - INFO - Epoch(train) [5][5000/5005] lr: 9.9572e-02 eta: 11:10:04 time: 0.0706 data_time: 0.0018 memory: 1679 loss: 2.8959 2022/11/27 21:49:03 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:49:03 - mmengine - INFO - Saving checkpoint at 5 epochs 2022/11/27 21:49:08 - mmengine - INFO - Epoch(val) [5][100/196] eta: 0:00:04 time: 0.0369 data_time: 0.0230 memory: 1679 2022/11/27 21:49:21 - mmengine - INFO - Epoch(val) [5][196/196] accuracy/top1: 47.2980 accuracy/top5: 73.2180 2022/11/27 21:49:29 - mmengine - INFO - Epoch(train) [6][ 100/5005] lr: 9.9569e-02 eta: 11:10:04 time: 0.0697 data_time: 0.0008 memory: 1679 loss: 2.4504 2022/11/27 21:49:36 - mmengine - INFO - Epoch(train) [6][ 200/5005] lr: 9.9565e-02 eta: 11:09:58 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.5420 2022/11/27 21:49:43 - mmengine - INFO - Epoch(train) [6][ 300/5005] lr: 9.9562e-02 eta: 11:09:53 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.5161 2022/11/27 21:49:50 - mmengine - INFO - Epoch(train) [6][ 400/5005] lr: 9.9559e-02 eta: 11:09:45 time: 0.0693 data_time: 0.0010 memory: 1679 loss: 2.7707 2022/11/27 21:49:57 - mmengine - INFO - Epoch(train) [6][ 500/5005] lr: 9.9555e-02 eta: 11:09:38 time: 0.0696 data_time: 0.0008 memory: 1679 loss: 2.5344 2022/11/27 21:50:04 - mmengine - INFO - Epoch(train) [6][ 600/5005] lr: 9.9552e-02 eta: 11:09:30 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.4677 2022/11/27 21:50:11 - mmengine - INFO - Epoch(train) [6][ 700/5005] lr: 9.9548e-02 eta: 11:09:23 time: 0.0702 data_time: 0.0008 memory: 1679 loss: 2.6718 2022/11/27 21:50:18 - mmengine - INFO - Epoch(train) [6][ 800/5005] lr: 9.9545e-02 eta: 11:09:17 time: 0.0697 data_time: 0.0008 memory: 1679 loss: 2.8032 2022/11/27 21:50:25 - mmengine - INFO - Epoch(train) [6][ 900/5005] lr: 9.9541e-02 eta: 11:09:10 time: 0.0704 data_time: 0.0008 memory: 1679 loss: 2.6212 2022/11/27 21:50:30 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:50:32 - mmengine - INFO - Epoch(train) [6][1000/5005] lr: 9.9537e-02 eta: 11:09:04 time: 0.0701 data_time: 0.0008 memory: 1679 loss: 2.6067 2022/11/27 21:50:39 - mmengine - INFO - Epoch(train) [6][1100/5005] lr: 9.9534e-02 eta: 11:08:59 time: 0.0693 data_time: 0.0009 memory: 1679 loss: 2.5335 2022/11/27 21:50:46 - mmengine - INFO - Epoch(train) [6][1200/5005] lr: 9.9530e-02 eta: 11:08:52 time: 0.0701 data_time: 0.0008 memory: 1679 loss: 2.5786 2022/11/27 21:50:53 - mmengine - INFO - Epoch(train) [6][1300/5005] lr: 9.9527e-02 eta: 11:08:44 time: 0.0699 data_time: 0.0008 memory: 1679 loss: 2.5379 2022/11/27 21:51:00 - mmengine - INFO - Epoch(train) [6][1400/5005] lr: 9.9523e-02 eta: 11:08:38 time: 0.0697 data_time: 0.0008 memory: 1679 loss: 2.6125 2022/11/27 21:51:07 - mmengine - INFO - Epoch(train) [6][1500/5005] lr: 9.9520e-02 eta: 11:08:30 time: 0.0696 data_time: 0.0008 memory: 1679 loss: 2.5392 2022/11/27 21:51:14 - mmengine - INFO - Epoch(train) [6][1600/5005] lr: 9.9516e-02 eta: 11:08:26 time: 0.0692 data_time: 0.0010 memory: 1679 loss: 2.5687 2022/11/27 21:51:21 - mmengine - INFO - Epoch(train) [6][1700/5005] lr: 9.9512e-02 eta: 11:08:18 time: 0.0696 data_time: 0.0008 memory: 1679 loss: 2.5180 2022/11/27 21:51:28 - mmengine - INFO - Epoch(train) [6][1800/5005] lr: 9.9509e-02 eta: 11:08:10 time: 0.0696 data_time: 0.0008 memory: 1679 loss: 2.8737 2022/11/27 21:51:35 - mmengine - INFO - Epoch(train) [6][1900/5005] lr: 9.9505e-02 eta: 11:08:03 time: 0.0700 data_time: 0.0008 memory: 1679 loss: 2.6711 2022/11/27 21:51:40 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:51:42 - mmengine - INFO - Epoch(train) [6][2000/5005] lr: 9.9501e-02 eta: 11:07:57 time: 0.0702 data_time: 0.0008 memory: 1679 loss: 2.6024 2022/11/27 21:51:49 - mmengine - INFO - Epoch(train) [6][2100/5005] lr: 9.9498e-02 eta: 11:07:50 time: 0.0701 data_time: 0.0008 memory: 1679 loss: 2.7155 2022/11/27 21:51:56 - mmengine - INFO - Epoch(train) [6][2200/5005] lr: 9.9494e-02 eta: 11:07:43 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 2.4163 2022/11/27 21:52:03 - mmengine - INFO - Epoch(train) [6][2300/5005] lr: 9.9490e-02 eta: 11:07:38 time: 0.0753 data_time: 0.0010 memory: 1679 loss: 2.8034 2022/11/27 21:52:10 - mmengine - INFO - Epoch(train) [6][2400/5005] lr: 9.9486e-02 eta: 11:07:31 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.5305 2022/11/27 21:52:17 - mmengine - INFO - Epoch(train) [6][2500/5005] lr: 9.9483e-02 eta: 11:07:23 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 2.4048 2022/11/27 21:52:24 - mmengine - INFO - Epoch(train) [6][2600/5005] lr: 9.9479e-02 eta: 11:07:16 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.5323 2022/11/27 21:52:31 - mmengine - INFO - Epoch(train) [6][2700/5005] lr: 9.9475e-02 eta: 11:07:09 time: 0.0691 data_time: 0.0008 memory: 1679 loss: 2.6213 2022/11/27 21:52:38 - mmengine - INFO - Epoch(train) [6][2800/5005] lr: 9.9471e-02 eta: 11:07:04 time: 0.0696 data_time: 0.0008 memory: 1679 loss: 2.6491 2022/11/27 21:52:45 - mmengine - INFO - Epoch(train) [6][2900/5005] lr: 9.9468e-02 eta: 11:06:59 time: 0.0697 data_time: 0.0008 memory: 1679 loss: 2.7101 2022/11/27 21:52:50 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:52:52 - mmengine - INFO - Epoch(train) [6][3000/5005] lr: 9.9464e-02 eta: 11:06:52 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 2.5324 2022/11/27 21:52:59 - mmengine - INFO - Epoch(train) [6][3100/5005] lr: 9.9460e-02 eta: 11:06:45 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 2.7341 2022/11/27 21:53:06 - mmengine - INFO - Epoch(train) [6][3200/5005] lr: 9.9456e-02 eta: 11:06:38 time: 0.0697 data_time: 0.0008 memory: 1679 loss: 2.7597 2022/11/27 21:53:13 - mmengine - INFO - Epoch(train) [6][3300/5005] lr: 9.9452e-02 eta: 11:06:30 time: 0.0696 data_time: 0.0008 memory: 1679 loss: 2.7444 2022/11/27 21:53:20 - mmengine - INFO - Epoch(train) [6][3400/5005] lr: 9.9448e-02 eta: 11:06:23 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.6568 2022/11/27 21:53:27 - mmengine - INFO - Epoch(train) [6][3500/5005] lr: 9.9444e-02 eta: 11:06:18 time: 0.0762 data_time: 0.0008 memory: 1679 loss: 2.7725 2022/11/27 21:53:34 - mmengine - INFO - Epoch(train) [6][3600/5005] lr: 9.9441e-02 eta: 11:06:10 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.7167 2022/11/27 21:53:41 - mmengine - INFO - Epoch(train) [6][3700/5005] lr: 9.9437e-02 eta: 11:06:05 time: 0.0700 data_time: 0.0008 memory: 1679 loss: 2.6769 2022/11/27 21:53:48 - mmengine - INFO - Epoch(train) [6][3800/5005] lr: 9.9433e-02 eta: 11:05:58 time: 0.0696 data_time: 0.0008 memory: 1679 loss: 2.6708 2022/11/27 21:53:55 - mmengine - INFO - Epoch(train) [6][3900/5005] lr: 9.9429e-02 eta: 11:05:51 time: 0.0699 data_time: 0.0008 memory: 1679 loss: 2.6618 2022/11/27 21:54:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:54:02 - mmengine - INFO - Epoch(train) [6][4000/5005] lr: 9.9425e-02 eta: 11:05:46 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.7390 2022/11/27 21:54:09 - mmengine - INFO - Epoch(train) [6][4100/5005] lr: 9.9421e-02 eta: 11:05:38 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.7213 2022/11/27 21:54:16 - mmengine - INFO - Epoch(train) [6][4200/5005] lr: 9.9417e-02 eta: 11:05:33 time: 0.0704 data_time: 0.0008 memory: 1679 loss: 2.7128 2022/11/27 21:54:23 - mmengine - INFO - Epoch(train) [6][4300/5005] lr: 9.9413e-02 eta: 11:05:25 time: 0.0694 data_time: 0.0010 memory: 1679 loss: 2.7358 2022/11/27 21:54:30 - mmengine - INFO - Epoch(train) [6][4400/5005] lr: 9.9409e-02 eta: 11:05:17 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.4931 2022/11/27 21:54:37 - mmengine - INFO - Epoch(train) [6][4500/5005] lr: 9.9405e-02 eta: 11:05:11 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 2.7988 2022/11/27 21:54:44 - mmengine - INFO - Epoch(train) [6][4600/5005] lr: 9.9401e-02 eta: 11:05:03 time: 0.0694 data_time: 0.0011 memory: 1679 loss: 2.5756 2022/11/27 21:54:51 - mmengine - INFO - Epoch(train) [6][4700/5005] lr: 9.9397e-02 eta: 11:04:56 time: 0.0699 data_time: 0.0008 memory: 1679 loss: 2.4010 2022/11/27 21:54:58 - mmengine - INFO - Epoch(train) [6][4800/5005] lr: 9.9393e-02 eta: 11:04:48 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.7539 2022/11/27 21:55:05 - mmengine - INFO - Epoch(train) [6][4900/5005] lr: 9.9389e-02 eta: 11:04:43 time: 0.0694 data_time: 0.0009 memory: 1679 loss: 2.3183 2022/11/27 21:55:11 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:55:12 - mmengine - INFO - Epoch(train) [6][5000/5005] lr: 9.9385e-02 eta: 11:04:36 time: 0.0703 data_time: 0.0019 memory: 1679 loss: 2.7164 2022/11/27 21:55:13 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:55:13 - mmengine - INFO - Saving checkpoint at 6 epochs 2022/11/27 21:55:18 - mmengine - INFO - Epoch(val) [6][100/196] eta: 0:00:04 time: 0.0375 data_time: 0.0233 memory: 1679 2022/11/27 21:55:31 - mmengine - INFO - Epoch(val) [6][196/196] accuracy/top1: 48.0120 accuracy/top5: 74.0640 2022/11/27 21:55:39 - mmengine - INFO - Epoch(train) [7][ 100/5005] lr: 9.9380e-02 eta: 11:04:35 time: 0.0698 data_time: 0.0010 memory: 1679 loss: 2.6662 2022/11/27 21:55:46 - mmengine - INFO - Epoch(train) [7][ 200/5005] lr: 9.9376e-02 eta: 11:04:27 time: 0.0704 data_time: 0.0008 memory: 1679 loss: 2.5253 2022/11/27 21:55:53 - mmengine - INFO - Epoch(train) [7][ 300/5005] lr: 9.9372e-02 eta: 11:04:19 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 2.3861 2022/11/27 21:56:00 - mmengine - INFO - Epoch(train) [7][ 400/5005] lr: 9.9368e-02 eta: 11:04:13 time: 0.0701 data_time: 0.0008 memory: 1679 loss: 2.7436 2022/11/27 21:56:07 - mmengine - INFO - Epoch(train) [7][ 500/5005] lr: 9.9364e-02 eta: 11:04:05 time: 0.0691 data_time: 0.0011 memory: 1679 loss: 2.5843 2022/11/27 21:56:13 - mmengine - INFO - Epoch(train) [7][ 600/5005] lr: 9.9360e-02 eta: 11:03:58 time: 0.0695 data_time: 0.0011 memory: 1679 loss: 2.6140 2022/11/27 21:56:20 - mmengine - INFO - Epoch(train) [7][ 700/5005] lr: 9.9355e-02 eta: 11:03:51 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 2.6784 2022/11/27 21:56:28 - mmengine - INFO - Epoch(train) [7][ 800/5005] lr: 9.9351e-02 eta: 11:03:45 time: 0.0707 data_time: 0.0008 memory: 1679 loss: 2.6585 2022/11/27 21:56:35 - mmengine - INFO - Epoch(train) [7][ 900/5005] lr: 9.9347e-02 eta: 11:03:37 time: 0.0694 data_time: 0.0009 memory: 1679 loss: 2.5334 2022/11/27 21:56:39 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:56:42 - mmengine - INFO - Epoch(train) [7][1000/5005] lr: 9.9343e-02 eta: 11:03:31 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 2.4713 2022/11/27 21:56:49 - mmengine - INFO - Epoch(train) [7][1100/5005] lr: 9.9339e-02 eta: 11:03:23 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.4986 2022/11/27 21:56:56 - mmengine - INFO - Epoch(train) [7][1200/5005] lr: 9.9334e-02 eta: 11:03:17 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 2.4566 2022/11/27 21:57:03 - mmengine - INFO - Epoch(train) [7][1300/5005] lr: 9.9330e-02 eta: 11:03:10 time: 0.0697 data_time: 0.0008 memory: 1679 loss: 2.7253 2022/11/27 21:57:10 - mmengine - INFO - Epoch(train) [7][1400/5005] lr: 9.9326e-02 eta: 11:03:07 time: 0.0698 data_time: 0.0008 memory: 1679 loss: 2.4231 2022/11/27 21:57:17 - mmengine - INFO - Epoch(train) [7][1500/5005] lr: 9.9322e-02 eta: 11:03:00 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.6859 2022/11/27 21:57:24 - mmengine - INFO - Epoch(train) [7][1600/5005] lr: 9.9317e-02 eta: 11:02:54 time: 0.0693 data_time: 0.0010 memory: 1679 loss: 2.2597 2022/11/27 21:57:31 - mmengine - INFO - Epoch(train) [7][1700/5005] lr: 9.9313e-02 eta: 11:02:48 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.6271 2022/11/27 21:57:38 - mmengine - INFO - Epoch(train) [7][1800/5005] lr: 9.9309e-02 eta: 11:02:40 time: 0.0691 data_time: 0.0008 memory: 1679 loss: 2.7945 2022/11/27 21:57:45 - mmengine - INFO - Epoch(train) [7][1900/5005] lr: 9.9304e-02 eta: 11:02:33 time: 0.0696 data_time: 0.0008 memory: 1679 loss: 2.5058 2022/11/27 21:57:50 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:57:52 - mmengine - INFO - Epoch(train) [7][2000/5005] lr: 9.9300e-02 eta: 11:02:27 time: 0.0696 data_time: 0.0008 memory: 1679 loss: 2.6292 2022/11/27 21:57:59 - mmengine - INFO - Epoch(train) [7][2100/5005] lr: 9.9296e-02 eta: 11:02:20 time: 0.0692 data_time: 0.0009 memory: 1679 loss: 2.6422 2022/11/27 21:58:06 - mmengine - INFO - Epoch(train) [7][2200/5005] lr: 9.9291e-02 eta: 11:02:16 time: 0.0699 data_time: 0.0009 memory: 1679 loss: 2.5194 2022/11/27 21:58:13 - mmengine - INFO - Epoch(train) [7][2300/5005] lr: 9.9287e-02 eta: 11:02:08 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 2.7522 2022/11/27 21:58:20 - mmengine - INFO - Epoch(train) [7][2400/5005] lr: 9.9282e-02 eta: 11:02:02 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.5630 2022/11/27 21:58:27 - mmengine - INFO - Epoch(train) [7][2500/5005] lr: 9.9278e-02 eta: 11:01:55 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.7355 2022/11/27 21:58:34 - mmengine - INFO - Epoch(train) [7][2600/5005] lr: 9.9274e-02 eta: 11:01:48 time: 0.0698 data_time: 0.0008 memory: 1679 loss: 2.4133 2022/11/27 21:58:41 - mmengine - INFO - Epoch(train) [7][2700/5005] lr: 9.9269e-02 eta: 11:01:41 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.6029 2022/11/27 21:58:48 - mmengine - INFO - Epoch(train) [7][2800/5005] lr: 9.9265e-02 eta: 11:01:34 time: 0.0696 data_time: 0.0008 memory: 1679 loss: 2.6653 2022/11/27 21:58:55 - mmengine - INFO - Epoch(train) [7][2900/5005] lr: 9.9260e-02 eta: 11:01:29 time: 0.0775 data_time: 0.0008 memory: 1679 loss: 2.5809 2022/11/27 21:59:00 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 21:59:02 - mmengine - INFO - Epoch(train) [7][3000/5005] lr: 9.9256e-02 eta: 11:01:22 time: 0.0740 data_time: 0.0008 memory: 1679 loss: 2.5640 2022/11/27 21:59:09 - mmengine - INFO - Epoch(train) [7][3100/5005] lr: 9.9251e-02 eta: 11:01:16 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.6963 2022/11/27 21:59:16 - mmengine - INFO - Epoch(train) [7][3200/5005] lr: 9.9247e-02 eta: 11:01:09 time: 0.0697 data_time: 0.0012 memory: 1679 loss: 2.4015 2022/11/27 21:59:23 - mmengine - INFO - Epoch(train) [7][3300/5005] lr: 9.9242e-02 eta: 11:01:03 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.6644 2022/11/27 21:59:30 - mmengine - INFO - Epoch(train) [7][3400/5005] lr: 9.9238e-02 eta: 11:00:55 time: 0.0699 data_time: 0.0008 memory: 1679 loss: 2.5387 2022/11/27 21:59:37 - mmengine - INFO - Epoch(train) [7][3500/5005] lr: 9.9233e-02 eta: 11:00:48 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.6683 2022/11/27 21:59:44 - mmengine - INFO - Epoch(train) [7][3600/5005] lr: 9.9228e-02 eta: 11:00:41 time: 0.0696 data_time: 0.0008 memory: 1679 loss: 2.5580 2022/11/27 21:59:51 - mmengine - INFO - Epoch(train) [7][3700/5005] lr: 9.9224e-02 eta: 11:00:34 time: 0.0695 data_time: 0.0011 memory: 1679 loss: 2.4775 2022/11/27 21:59:58 - mmengine - INFO - Epoch(train) [7][3800/5005] lr: 9.9219e-02 eta: 11:00:28 time: 0.0700 data_time: 0.0011 memory: 1679 loss: 2.5792 2022/11/27 22:00:06 - mmengine - INFO - Epoch(train) [7][3900/5005] lr: 9.9215e-02 eta: 11:00:22 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.5858 2022/11/27 22:00:10 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:00:12 - mmengine - INFO - Epoch(train) [7][4000/5005] lr: 9.9210e-02 eta: 11:00:15 time: 0.0692 data_time: 0.0008 memory: 1679 loss: 2.4640 2022/11/27 22:00:20 - mmengine - INFO - Epoch(train) [7][4100/5005] lr: 9.9205e-02 eta: 11:00:11 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.6419 2022/11/27 22:00:27 - mmengine - INFO - Epoch(train) [7][4200/5005] lr: 9.9201e-02 eta: 11:00:03 time: 0.0694 data_time: 0.0010 memory: 1679 loss: 2.5000 2022/11/27 22:00:34 - mmengine - INFO - Epoch(train) [7][4300/5005] lr: 9.9196e-02 eta: 10:59:58 time: 0.0696 data_time: 0.0008 memory: 1679 loss: 2.4107 2022/11/27 22:00:41 - mmengine - INFO - Epoch(train) [7][4400/5005] lr: 9.9191e-02 eta: 10:59:51 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.5488 2022/11/27 22:00:48 - mmengine - INFO - Epoch(train) [7][4500/5005] lr: 9.9187e-02 eta: 10:59:45 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.6058 2022/11/27 22:00:55 - mmengine - INFO - Epoch(train) [7][4600/5005] lr: 9.9182e-02 eta: 10:59:37 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.5357 2022/11/27 22:01:02 - mmengine - INFO - Epoch(train) [7][4700/5005] lr: 9.9177e-02 eta: 10:59:31 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.2726 2022/11/27 22:01:09 - mmengine - INFO - Epoch(train) [7][4800/5005] lr: 9.9173e-02 eta: 10:59:25 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.5776 2022/11/27 22:01:16 - mmengine - INFO - Epoch(train) [7][4900/5005] lr: 9.9168e-02 eta: 10:59:17 time: 0.0697 data_time: 0.0008 memory: 1679 loss: 2.4399 2022/11/27 22:01:21 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:01:23 - mmengine - INFO - Epoch(train) [7][5000/5005] lr: 9.9163e-02 eta: 10:59:10 time: 0.0707 data_time: 0.0018 memory: 1679 loss: 2.6138 2022/11/27 22:01:23 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:01:23 - mmengine - INFO - Saving checkpoint at 7 epochs 2022/11/27 22:01:28 - mmengine - INFO - Epoch(val) [7][100/196] eta: 0:00:03 time: 0.0370 data_time: 0.0231 memory: 1679 2022/11/27 22:01:42 - mmengine - INFO - Epoch(val) [7][196/196] accuracy/top1: 50.1360 accuracy/top5: 75.9780 2022/11/27 22:01:49 - mmengine - INFO - Epoch(train) [8][ 100/5005] lr: 9.9158e-02 eta: 10:59:06 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.7313 2022/11/27 22:01:56 - mmengine - INFO - Epoch(train) [8][ 200/5005] lr: 9.9153e-02 eta: 10:59:00 time: 0.0699 data_time: 0.0008 memory: 1679 loss: 2.5037 2022/11/27 22:02:03 - mmengine - INFO - Epoch(train) [8][ 300/5005] lr: 9.9148e-02 eta: 10:58:53 time: 0.0697 data_time: 0.0008 memory: 1679 loss: 2.4500 2022/11/27 22:02:10 - mmengine - INFO - Epoch(train) [8][ 400/5005] lr: 9.9144e-02 eta: 10:58:45 time: 0.0699 data_time: 0.0009 memory: 1679 loss: 2.7237 2022/11/27 22:02:17 - mmengine - INFO - Epoch(train) [8][ 500/5005] lr: 9.9139e-02 eta: 10:58:38 time: 0.0692 data_time: 0.0009 memory: 1679 loss: 2.6903 2022/11/27 22:02:24 - mmengine - INFO - Epoch(train) [8][ 600/5005] lr: 9.9134e-02 eta: 10:58:31 time: 0.0699 data_time: 0.0009 memory: 1679 loss: 2.5862 2022/11/27 22:02:31 - mmengine - INFO - Epoch(train) [8][ 700/5005] lr: 9.9129e-02 eta: 10:58:25 time: 0.0696 data_time: 0.0010 memory: 1679 loss: 2.7247 2022/11/27 22:02:38 - mmengine - INFO - Epoch(train) [8][ 800/5005] lr: 9.9124e-02 eta: 10:58:17 time: 0.0698 data_time: 0.0008 memory: 1679 loss: 2.5639 2022/11/27 22:02:45 - mmengine - INFO - Epoch(train) [8][ 900/5005] lr: 9.9119e-02 eta: 10:58:10 time: 0.0703 data_time: 0.0008 memory: 1679 loss: 2.6834 2022/11/27 22:02:50 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:02:52 - mmengine - INFO - Epoch(train) [8][1000/5005] lr: 9.9114e-02 eta: 10:58:03 time: 0.0701 data_time: 0.0009 memory: 1679 loss: 2.3089 2022/11/27 22:02:59 - mmengine - INFO - Epoch(train) [8][1100/5005] lr: 9.9110e-02 eta: 10:57:56 time: 0.0700 data_time: 0.0008 memory: 1679 loss: 2.3895 2022/11/27 22:03:06 - mmengine - INFO - Epoch(train) [8][1200/5005] lr: 9.9105e-02 eta: 10:57:50 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.4359 2022/11/27 22:03:13 - mmengine - INFO - Epoch(train) [8][1300/5005] lr: 9.9100e-02 eta: 10:57:43 time: 0.0698 data_time: 0.0008 memory: 1679 loss: 2.0924 2022/11/27 22:03:20 - mmengine - INFO - Epoch(train) [8][1400/5005] lr: 9.9095e-02 eta: 10:57:37 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.4048 2022/11/27 22:03:27 - mmengine - INFO - Epoch(train) [8][1500/5005] lr: 9.9090e-02 eta: 10:57:31 time: 0.0699 data_time: 0.0008 memory: 1679 loss: 2.4294 2022/11/27 22:03:34 - mmengine - INFO - Epoch(train) [8][1600/5005] lr: 9.9085e-02 eta: 10:57:25 time: 0.0696 data_time: 0.0010 memory: 1679 loss: 2.4599 2022/11/27 22:03:41 - mmengine - INFO - Epoch(train) [8][1700/5005] lr: 9.9080e-02 eta: 10:57:18 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.7591 2022/11/27 22:03:48 - mmengine - INFO - Epoch(train) [8][1800/5005] lr: 9.9075e-02 eta: 10:57:11 time: 0.0694 data_time: 0.0009 memory: 1679 loss: 2.3824 2022/11/27 22:03:55 - mmengine - INFO - Epoch(train) [8][1900/5005] lr: 9.9070e-02 eta: 10:57:03 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.6587 2022/11/27 22:04:00 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:04:02 - mmengine - INFO - Epoch(train) [8][2000/5005] lr: 9.9065e-02 eta: 10:56:57 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.6426 2022/11/27 22:04:09 - mmengine - INFO - Epoch(train) [8][2100/5005] lr: 9.9060e-02 eta: 10:56:50 time: 0.0697 data_time: 0.0008 memory: 1679 loss: 2.4662 2022/11/27 22:04:16 - mmengine - INFO - Epoch(train) [8][2200/5005] lr: 9.9055e-02 eta: 10:56:42 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.3772 2022/11/27 22:04:23 - mmengine - INFO - Epoch(train) [8][2300/5005] lr: 9.9050e-02 eta: 10:56:36 time: 0.0694 data_time: 0.0011 memory: 1679 loss: 2.7811 2022/11/27 22:04:30 - mmengine - INFO - Epoch(train) [8][2400/5005] lr: 9.9045e-02 eta: 10:56:28 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.5115 2022/11/27 22:04:37 - mmengine - INFO - Epoch(train) [8][2500/5005] lr: 9.9039e-02 eta: 10:56:23 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.4601 2022/11/27 22:04:44 - mmengine - INFO - Epoch(train) [8][2600/5005] lr: 9.9034e-02 eta: 10:56:16 time: 0.0693 data_time: 0.0008 memory: 1679 loss: 2.2834 2022/11/27 22:04:52 - mmengine - INFO - Epoch(train) [8][2700/5005] lr: 9.9029e-02 eta: 10:56:10 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 2.6406 2022/11/27 22:04:59 - mmengine - INFO - Epoch(train) [8][2800/5005] lr: 9.9024e-02 eta: 10:56:04 time: 0.0697 data_time: 0.0008 memory: 1679 loss: 2.4445 2022/11/27 22:05:06 - mmengine - INFO - Epoch(train) [8][2900/5005] lr: 9.9019e-02 eta: 10:55:57 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.4810 2022/11/27 22:05:10 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:05:13 - mmengine - INFO - Epoch(train) [8][3000/5005] lr: 9.9014e-02 eta: 10:55:49 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.4524 2022/11/27 22:05:20 - mmengine - INFO - Epoch(train) [8][3100/5005] lr: 9.9009e-02 eta: 10:55:43 time: 0.0742 data_time: 0.0009 memory: 1679 loss: 2.5417 2022/11/27 22:05:27 - mmengine - INFO - Epoch(train) [8][3200/5005] lr: 9.9003e-02 eta: 10:55:36 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.5687 2022/11/27 22:05:34 - mmengine - INFO - Epoch(train) [8][3300/5005] lr: 9.8998e-02 eta: 10:55:30 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 2.5717 2022/11/27 22:05:41 - mmengine - INFO - Epoch(train) [8][3400/5005] lr: 9.8993e-02 eta: 10:55:23 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.8538 2022/11/27 22:05:48 - mmengine - INFO - Epoch(train) [8][3500/5005] lr: 9.8988e-02 eta: 10:55:16 time: 0.0699 data_time: 0.0008 memory: 1679 loss: 2.3208 2022/11/27 22:05:55 - mmengine - INFO - Epoch(train) [8][3600/5005] lr: 9.8983e-02 eta: 10:55:09 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.4911 2022/11/27 22:06:02 - mmengine - INFO - Epoch(train) [8][3700/5005] lr: 9.8977e-02 eta: 10:55:03 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.4992 2022/11/27 22:06:09 - mmengine - INFO - Epoch(train) [8][3800/5005] lr: 9.8972e-02 eta: 10:54:56 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.4596 2022/11/27 22:06:16 - mmengine - INFO - Epoch(train) [8][3900/5005] lr: 9.8967e-02 eta: 10:54:49 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.3861 2022/11/27 22:06:20 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:06:23 - mmengine - INFO - Epoch(train) [8][4000/5005] lr: 9.8961e-02 eta: 10:54:44 time: 0.0765 data_time: 0.0008 memory: 1679 loss: 2.4022 2022/11/27 22:06:30 - mmengine - INFO - Epoch(train) [8][4100/5005] lr: 9.8956e-02 eta: 10:54:37 time: 0.0701 data_time: 0.0008 memory: 1679 loss: 2.4125 2022/11/27 22:06:37 - mmengine - INFO - Epoch(train) [8][4200/5005] lr: 9.8951e-02 eta: 10:54:31 time: 0.0697 data_time: 0.0008 memory: 1679 loss: 2.2773 2022/11/27 22:06:44 - mmengine - INFO - Epoch(train) [8][4300/5005] lr: 9.8945e-02 eta: 10:54:24 time: 0.0699 data_time: 0.0011 memory: 1679 loss: 2.4519 2022/11/27 22:06:51 - mmengine - INFO - Epoch(train) [8][4400/5005] lr: 9.8940e-02 eta: 10:54:16 time: 0.0699 data_time: 0.0009 memory: 1679 loss: 2.4976 2022/11/27 22:06:58 - mmengine - INFO - Epoch(train) [8][4500/5005] lr: 9.8935e-02 eta: 10:54:09 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.5770 2022/11/27 22:07:05 - mmengine - INFO - Epoch(train) [8][4600/5005] lr: 9.8929e-02 eta: 10:54:04 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.5998 2022/11/27 22:07:12 - mmengine - INFO - Epoch(train) [8][4700/5005] lr: 9.8924e-02 eta: 10:53:56 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.4114 2022/11/27 22:07:19 - mmengine - INFO - Epoch(train) [8][4800/5005] lr: 9.8919e-02 eta: 10:53:50 time: 0.0709 data_time: 0.0010 memory: 1679 loss: 2.3756 2022/11/27 22:07:26 - mmengine - INFO - Epoch(train) [8][4900/5005] lr: 9.8913e-02 eta: 10:53:43 time: 0.0694 data_time: 0.0008 memory: 1679 loss: 2.4599 2022/11/27 22:07:31 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:07:33 - mmengine - INFO - Epoch(train) [8][5000/5005] lr: 9.8908e-02 eta: 10:53:36 time: 0.0760 data_time: 0.0021 memory: 1679 loss: 2.2888 2022/11/27 22:07:34 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:07:34 - mmengine - INFO - Saving checkpoint at 8 epochs 2022/11/27 22:07:39 - mmengine - INFO - Epoch(val) [8][100/196] eta: 0:00:04 time: 0.0378 data_time: 0.0240 memory: 1679 2022/11/27 22:07:52 - mmengine - INFO - Epoch(val) [8][196/196] accuracy/top1: 51.4320 accuracy/top5: 76.9420 2022/11/27 22:07:59 - mmengine - INFO - Epoch(train) [9][ 100/5005] lr: 9.8902e-02 eta: 10:53:34 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.3160 2022/11/27 22:08:06 - mmengine - INFO - Epoch(train) [9][ 200/5005] lr: 9.8897e-02 eta: 10:53:27 time: 0.0701 data_time: 0.0009 memory: 1679 loss: 2.4593 2022/11/27 22:08:13 - mmengine - INFO - Epoch(train) [9][ 300/5005] lr: 9.8891e-02 eta: 10:53:20 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.5464 2022/11/27 22:08:20 - mmengine - INFO - Epoch(train) [9][ 400/5005] lr: 9.8886e-02 eta: 10:53:13 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.4880 2022/11/27 22:08:28 - mmengine - INFO - Epoch(train) [9][ 500/5005] lr: 9.8880e-02 eta: 10:53:08 time: 0.0696 data_time: 0.0012 memory: 1679 loss: 2.1793 2022/11/27 22:08:35 - mmengine - INFO - Epoch(train) [9][ 600/5005] lr: 9.8875e-02 eta: 10:53:01 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.2881 2022/11/27 22:08:42 - mmengine - INFO - Epoch(train) [9][ 700/5005] lr: 9.8869e-02 eta: 10:52:53 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.5718 2022/11/27 22:08:49 - mmengine - INFO - Epoch(train) [9][ 800/5005] lr: 9.8864e-02 eta: 10:52:46 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.3891 2022/11/27 22:08:56 - mmengine - INFO - Epoch(train) [9][ 900/5005] lr: 9.8858e-02 eta: 10:52:39 time: 0.0695 data_time: 0.0008 memory: 1679 loss: 2.4440 2022/11/27 22:09:00 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:09:03 - mmengine - INFO - Epoch(train) [9][1000/5005] lr: 9.8852e-02 eta: 10:52:33 time: 0.0704 data_time: 0.0009 memory: 1679 loss: 2.2550 2022/11/27 22:09:10 - mmengine - INFO - Epoch(train) [9][1100/5005] lr: 9.8847e-02 eta: 10:52:27 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.3900 2022/11/27 22:09:17 - mmengine - INFO - Epoch(train) [9][1200/5005] lr: 9.8841e-02 eta: 10:52:20 time: 0.0708 data_time: 0.0010 memory: 1679 loss: 2.3180 2022/11/27 22:09:24 - mmengine - INFO - Epoch(train) [9][1300/5005] lr: 9.8836e-02 eta: 10:52:14 time: 0.0772 data_time: 0.0009 memory: 1679 loss: 2.2964 2022/11/27 22:09:31 - mmengine - INFO - Epoch(train) [9][1400/5005] lr: 9.8830e-02 eta: 10:52:07 time: 0.0696 data_time: 0.0010 memory: 1679 loss: 2.4104 2022/11/27 22:09:38 - mmengine - INFO - Epoch(train) [9][1500/5005] lr: 9.8824e-02 eta: 10:52:01 time: 0.0762 data_time: 0.0009 memory: 1679 loss: 2.6844 2022/11/27 22:09:45 - mmengine - INFO - Epoch(train) [9][1600/5005] lr: 9.8819e-02 eta: 10:51:54 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.3534 2022/11/27 22:09:52 - mmengine - INFO - Epoch(train) [9][1700/5005] lr: 9.8813e-02 eta: 10:51:47 time: 0.0699 data_time: 0.0009 memory: 1679 loss: 2.4839 2022/11/27 22:09:59 - mmengine - INFO - Epoch(train) [9][1800/5005] lr: 9.8807e-02 eta: 10:51:39 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.4090 2022/11/27 22:10:06 - mmengine - INFO - Epoch(train) [9][1900/5005] lr: 9.8802e-02 eta: 10:51:34 time: 0.0702 data_time: 0.0009 memory: 1679 loss: 2.4784 2022/11/27 22:10:10 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:10:13 - mmengine - INFO - Epoch(train) [9][2000/5005] lr: 9.8796e-02 eta: 10:51:26 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.5488 2022/11/27 22:10:20 - mmengine - INFO - Epoch(train) [9][2100/5005] lr: 9.8790e-02 eta: 10:51:20 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.5045 2022/11/27 22:10:27 - mmengine - INFO - Epoch(train) [9][2200/5005] lr: 9.8785e-02 eta: 10:51:13 time: 0.0701 data_time: 0.0009 memory: 1679 loss: 2.4046 2022/11/27 22:10:34 - mmengine - INFO - Epoch(train) [9][2300/5005] lr: 9.8779e-02 eta: 10:51:07 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.4632 2022/11/27 22:10:41 - mmengine - INFO - Epoch(train) [9][2400/5005] lr: 9.8773e-02 eta: 10:51:01 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.4231 2022/11/27 22:10:48 - mmengine - INFO - Epoch(train) [9][2500/5005] lr: 9.8767e-02 eta: 10:50:54 time: 0.0703 data_time: 0.0009 memory: 1679 loss: 2.7284 2022/11/27 22:10:55 - mmengine - INFO - Epoch(train) [9][2600/5005] lr: 9.8762e-02 eta: 10:50:47 time: 0.0693 data_time: 0.0009 memory: 1679 loss: 2.6431 2022/11/27 22:11:02 - mmengine - INFO - Epoch(train) [9][2700/5005] lr: 9.8756e-02 eta: 10:50:40 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.3695 2022/11/27 22:11:09 - mmengine - INFO - Epoch(train) [9][2800/5005] lr: 9.8750e-02 eta: 10:50:34 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.3524 2022/11/27 22:11:16 - mmengine - INFO - Epoch(train) [9][2900/5005] lr: 9.8744e-02 eta: 10:50:27 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.5361 2022/11/27 22:11:21 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:11:23 - mmengine - INFO - Epoch(train) [9][3000/5005] lr: 9.8738e-02 eta: 10:50:20 time: 0.0699 data_time: 0.0009 memory: 1679 loss: 2.3629 2022/11/27 22:11:31 - mmengine - INFO - Epoch(train) [9][3100/5005] lr: 9.8732e-02 eta: 10:50:14 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.5848 2022/11/27 22:11:38 - mmengine - INFO - Epoch(train) [9][3200/5005] lr: 9.8727e-02 eta: 10:50:07 time: 0.0694 data_time: 0.0009 memory: 1679 loss: 2.4299 2022/11/27 22:11:45 - mmengine - INFO - Epoch(train) [9][3300/5005] lr: 9.8721e-02 eta: 10:50:00 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.5883 2022/11/27 22:11:52 - mmengine - INFO - Epoch(train) [9][3400/5005] lr: 9.8715e-02 eta: 10:49:53 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.4005 2022/11/27 22:11:59 - mmengine - INFO - Epoch(train) [9][3500/5005] lr: 9.8709e-02 eta: 10:49:46 time: 0.0777 data_time: 0.0009 memory: 1679 loss: 2.6993 2022/11/27 22:12:06 - mmengine - INFO - Epoch(train) [9][3600/5005] lr: 9.8703e-02 eta: 10:49:39 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.4297 2022/11/27 22:12:13 - mmengine - INFO - Epoch(train) [9][3700/5005] lr: 9.8697e-02 eta: 10:49:34 time: 0.0699 data_time: 0.0009 memory: 1679 loss: 2.3861 2022/11/27 22:12:20 - mmengine - INFO - Epoch(train) [9][3800/5005] lr: 9.8691e-02 eta: 10:49:27 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.6815 2022/11/27 22:12:27 - mmengine - INFO - Epoch(train) [9][3900/5005] lr: 9.8685e-02 eta: 10:49:22 time: 0.0738 data_time: 0.0010 memory: 1679 loss: 2.4658 2022/11/27 22:12:31 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:12:34 - mmengine - INFO - Epoch(train) [9][4000/5005] lr: 9.8679e-02 eta: 10:49:15 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.4144 2022/11/27 22:12:41 - mmengine - INFO - Epoch(train) [9][4100/5005] lr: 9.8673e-02 eta: 10:49:09 time: 0.0702 data_time: 0.0012 memory: 1679 loss: 2.5869 2022/11/27 22:12:48 - mmengine - INFO - Epoch(train) [9][4200/5005] lr: 9.8667e-02 eta: 10:49:01 time: 0.0697 data_time: 0.0010 memory: 1679 loss: 2.4958 2022/11/27 22:12:55 - mmengine - INFO - Epoch(train) [9][4300/5005] lr: 9.8661e-02 eta: 10:48:54 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.3668 2022/11/27 22:13:02 - mmengine - INFO - Epoch(train) [9][4400/5005] lr: 9.8655e-02 eta: 10:48:48 time: 0.0701 data_time: 0.0009 memory: 1679 loss: 2.4302 2022/11/27 22:13:09 - mmengine - INFO - Epoch(train) [9][4500/5005] lr: 9.8649e-02 eta: 10:48:42 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.4084 2022/11/27 22:13:16 - mmengine - INFO - Epoch(train) [9][4600/5005] lr: 9.8643e-02 eta: 10:48:35 time: 0.0703 data_time: 0.0009 memory: 1679 loss: 2.2100 2022/11/27 22:13:23 - mmengine - INFO - Epoch(train) [9][4700/5005] lr: 9.8637e-02 eta: 10:48:27 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.3197 2022/11/27 22:13:30 - mmengine - INFO - Epoch(train) [9][4800/5005] lr: 9.8631e-02 eta: 10:48:21 time: 0.0701 data_time: 0.0009 memory: 1679 loss: 2.5063 2022/11/27 22:13:37 - mmengine - INFO - Epoch(train) [9][4900/5005] lr: 9.8625e-02 eta: 10:48:15 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.4902 2022/11/27 22:13:42 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:13:44 - mmengine - INFO - Epoch(train) [9][5000/5005] lr: 9.8619e-02 eta: 10:48:08 time: 0.0710 data_time: 0.0018 memory: 1679 loss: 2.4236 2022/11/27 22:13:45 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:13:45 - mmengine - INFO - Saving checkpoint at 9 epochs 2022/11/27 22:13:50 - mmengine - INFO - Epoch(val) [9][100/196] eta: 0:00:04 time: 0.0395 data_time: 0.0257 memory: 1679 2022/11/27 22:14:03 - mmengine - INFO - Epoch(val) [9][196/196] accuracy/top1: 51.9920 accuracy/top5: 77.1800 2022/11/27 22:14:11 - mmengine - INFO - Epoch(train) [10][ 100/5005] lr: 9.8612e-02 eta: 10:48:07 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.5427 2022/11/27 22:14:18 - mmengine - INFO - Epoch(train) [10][ 200/5005] lr: 9.8606e-02 eta: 10:48:00 time: 0.0697 data_time: 0.0010 memory: 1679 loss: 2.4821 2022/11/27 22:14:25 - mmengine - INFO - Epoch(train) [10][ 300/5005] lr: 9.8600e-02 eta: 10:47:53 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.3637 2022/11/27 22:14:32 - mmengine - INFO - Epoch(train) [10][ 400/5005] lr: 9.8594e-02 eta: 10:47:47 time: 0.0701 data_time: 0.0009 memory: 1679 loss: 2.1653 2022/11/27 22:14:39 - mmengine - INFO - Epoch(train) [10][ 500/5005] lr: 9.8588e-02 eta: 10:47:40 time: 0.0699 data_time: 0.0009 memory: 1679 loss: 2.4913 2022/11/27 22:14:46 - mmengine - INFO - Epoch(train) [10][ 600/5005] lr: 9.8582e-02 eta: 10:47:33 time: 0.0702 data_time: 0.0009 memory: 1679 loss: 2.3617 2022/11/27 22:14:53 - mmengine - INFO - Epoch(train) [10][ 700/5005] lr: 9.8575e-02 eta: 10:47:26 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.5614 2022/11/27 22:15:00 - mmengine - INFO - Epoch(train) [10][ 800/5005] lr: 9.8569e-02 eta: 10:47:20 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.2035 2022/11/27 22:15:07 - mmengine - INFO - Epoch(train) [10][ 900/5005] lr: 9.8563e-02 eta: 10:47:13 time: 0.0699 data_time: 0.0011 memory: 1679 loss: 2.4372 2022/11/27 22:15:11 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:15:14 - mmengine - INFO - Epoch(train) [10][1000/5005] lr: 9.8557e-02 eta: 10:47:07 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.2968 2022/11/27 22:15:21 - mmengine - INFO - Epoch(train) [10][1100/5005] lr: 9.8551e-02 eta: 10:47:00 time: 0.0696 data_time: 0.0010 memory: 1679 loss: 2.5259 2022/11/27 22:15:28 - mmengine - INFO - Epoch(train) [10][1200/5005] lr: 9.8544e-02 eta: 10:46:53 time: 0.0706 data_time: 0.0009 memory: 1679 loss: 2.3091 2022/11/27 22:15:35 - mmengine - INFO - Epoch(train) [10][1300/5005] lr: 9.8538e-02 eta: 10:46:46 time: 0.0702 data_time: 0.0009 memory: 1679 loss: 2.2472 2022/11/27 22:15:42 - mmengine - INFO - Epoch(train) [10][1400/5005] lr: 9.8532e-02 eta: 10:46:39 time: 0.0703 data_time: 0.0009 memory: 1679 loss: 2.4369 2022/11/27 22:15:49 - mmengine - INFO - Epoch(train) [10][1500/5005] lr: 9.8525e-02 eta: 10:46:33 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.4010 2022/11/27 22:15:56 - mmengine - INFO - Epoch(train) [10][1600/5005] lr: 9.8519e-02 eta: 10:46:27 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.4214 2022/11/27 22:16:03 - mmengine - INFO - Epoch(train) [10][1700/5005] lr: 9.8513e-02 eta: 10:46:21 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.3789 2022/11/27 22:16:11 - mmengine - INFO - Epoch(train) [10][1800/5005] lr: 9.8507e-02 eta: 10:46:15 time: 0.0767 data_time: 0.0009 memory: 1679 loss: 2.5267 2022/11/27 22:16:18 - mmengine - INFO - Epoch(train) [10][1900/5005] lr: 9.8500e-02 eta: 10:46:10 time: 0.0702 data_time: 0.0009 memory: 1679 loss: 2.2568 2022/11/27 22:16:22 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:16:25 - mmengine - INFO - Epoch(train) [10][2000/5005] lr: 9.8494e-02 eta: 10:46:03 time: 0.0701 data_time: 0.0009 memory: 1679 loss: 2.4614 2022/11/27 22:16:32 - mmengine - INFO - Epoch(train) [10][2100/5005] lr: 9.8487e-02 eta: 10:45:56 time: 0.0702 data_time: 0.0009 memory: 1679 loss: 2.2966 2022/11/27 22:16:39 - mmengine - INFO - Epoch(train) [10][2200/5005] lr: 9.8481e-02 eta: 10:45:50 time: 0.0703 data_time: 0.0009 memory: 1679 loss: 2.4168 2022/11/27 22:16:46 - mmengine - INFO - Epoch(train) [10][2300/5005] lr: 9.8475e-02 eta: 10:45:43 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.3532 2022/11/27 22:16:53 - mmengine - INFO - Epoch(train) [10][2400/5005] lr: 9.8468e-02 eta: 10:45:38 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.3866 2022/11/27 22:17:00 - mmengine - INFO - Epoch(train) [10][2500/5005] lr: 9.8462e-02 eta: 10:45:31 time: 0.0697 data_time: 0.0011 memory: 1679 loss: 2.5375 2022/11/27 22:17:07 - mmengine - INFO - Epoch(train) [10][2600/5005] lr: 9.8455e-02 eta: 10:45:24 time: 0.0702 data_time: 0.0009 memory: 1679 loss: 2.4830 2022/11/27 22:17:14 - mmengine - INFO - Epoch(train) [10][2700/5005] lr: 9.8449e-02 eta: 10:45:16 time: 0.0699 data_time: 0.0009 memory: 1679 loss: 2.5151 2022/11/27 22:17:21 - mmengine - INFO - Epoch(train) [10][2800/5005] lr: 9.8442e-02 eta: 10:45:11 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.4109 2022/11/27 22:17:28 - mmengine - INFO - Epoch(train) [10][2900/5005] lr: 9.8436e-02 eta: 10:45:04 time: 0.0699 data_time: 0.0009 memory: 1679 loss: 2.4461 2022/11/27 22:17:32 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:17:35 - mmengine - INFO - Epoch(train) [10][3000/5005] lr: 9.8429e-02 eta: 10:44:58 time: 0.0749 data_time: 0.0009 memory: 1679 loss: 2.2855 2022/11/27 22:17:42 - mmengine - INFO - Epoch(train) [10][3100/5005] lr: 9.8423e-02 eta: 10:44:51 time: 0.0694 data_time: 0.0009 memory: 1679 loss: 2.4190 2022/11/27 22:17:49 - mmengine - INFO - Epoch(train) [10][3200/5005] lr: 9.8416e-02 eta: 10:44:44 time: 0.0698 data_time: 0.0011 memory: 1679 loss: 2.4513 2022/11/27 22:17:57 - mmengine - INFO - Epoch(train) [10][3300/5005] lr: 9.8410e-02 eta: 10:44:38 time: 0.0750 data_time: 0.0009 memory: 1679 loss: 2.2809 2022/11/27 22:18:04 - mmengine - INFO - Epoch(train) [10][3400/5005] lr: 9.8403e-02 eta: 10:44:31 time: 0.0698 data_time: 0.0011 memory: 1679 loss: 2.2038 2022/11/27 22:18:11 - mmengine - INFO - Epoch(train) [10][3500/5005] lr: 9.8397e-02 eta: 10:44:24 time: 0.0695 data_time: 0.0010 memory: 1679 loss: 2.5087 2022/11/27 22:18:18 - mmengine - INFO - Epoch(train) [10][3600/5005] lr: 9.8390e-02 eta: 10:44:18 time: 0.0697 data_time: 0.0010 memory: 1679 loss: 2.3935 2022/11/27 22:18:25 - mmengine - INFO - Epoch(train) [10][3700/5005] lr: 9.8384e-02 eta: 10:44:11 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.3222 2022/11/27 22:18:32 - mmengine - INFO - Epoch(train) [10][3800/5005] lr: 9.8377e-02 eta: 10:44:04 time: 0.0699 data_time: 0.0009 memory: 1679 loss: 2.3677 2022/11/27 22:18:39 - mmengine - INFO - Epoch(train) [10][3900/5005] lr: 9.8370e-02 eta: 10:43:57 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.3804 2022/11/27 22:18:43 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:18:46 - mmengine - INFO - Epoch(train) [10][4000/5005] lr: 9.8364e-02 eta: 10:43:51 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.2397 2022/11/27 22:18:53 - mmengine - INFO - Epoch(train) [10][4100/5005] lr: 9.8357e-02 eta: 10:43:44 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.4686 2022/11/27 22:19:00 - mmengine - INFO - Epoch(train) [10][4200/5005] lr: 9.8350e-02 eta: 10:43:37 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.3215 2022/11/27 22:19:07 - mmengine - INFO - Epoch(train) [10][4300/5005] lr: 9.8344e-02 eta: 10:43:29 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.3254 2022/11/27 22:19:14 - mmengine - INFO - Epoch(train) [10][4400/5005] lr: 9.8337e-02 eta: 10:43:22 time: 0.0694 data_time: 0.0009 memory: 1679 loss: 2.4500 2022/11/27 22:19:21 - mmengine - INFO - Epoch(train) [10][4500/5005] lr: 9.8330e-02 eta: 10:43:17 time: 0.0703 data_time: 0.0009 memory: 1679 loss: 2.5425 2022/11/27 22:19:28 - mmengine - INFO - Epoch(train) [10][4600/5005] lr: 9.8324e-02 eta: 10:43:10 time: 0.0697 data_time: 0.0010 memory: 1679 loss: 2.4042 2022/11/27 22:19:35 - mmengine - INFO - Epoch(train) [10][4700/5005] lr: 9.8317e-02 eta: 10:43:03 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.4089 2022/11/27 22:19:42 - mmengine - INFO - Epoch(train) [10][4800/5005] lr: 9.8310e-02 eta: 10:42:56 time: 0.0701 data_time: 0.0009 memory: 1679 loss: 2.4860 2022/11/27 22:19:49 - mmengine - INFO - Epoch(train) [10][4900/5005] lr: 9.8303e-02 eta: 10:42:50 time: 0.0699 data_time: 0.0009 memory: 1679 loss: 2.3093 2022/11/27 22:19:53 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:19:56 - mmengine - INFO - Epoch(train) [10][5000/5005] lr: 9.8297e-02 eta: 10:42:43 time: 0.0707 data_time: 0.0022 memory: 1679 loss: 2.4434 2022/11/27 22:19:57 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:19:57 - mmengine - INFO - Saving checkpoint at 10 epochs 2022/11/27 22:20:02 - mmengine - INFO - Epoch(val) [10][100/196] eta: 0:00:04 time: 0.0370 data_time: 0.0234 memory: 1679 2022/11/27 22:20:15 - mmengine - INFO - Epoch(val) [10][196/196] accuracy/top1: 53.4260 accuracy/top5: 78.4500 2022/11/27 22:20:23 - mmengine - INFO - Epoch(train) [11][ 100/5005] lr: 9.8290e-02 eta: 10:42:39 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.2617 2022/11/27 22:20:30 - mmengine - INFO - Epoch(train) [11][ 200/5005] lr: 9.8283e-02 eta: 10:42:32 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.2099 2022/11/27 22:20:37 - mmengine - INFO - Epoch(train) [11][ 300/5005] lr: 9.8276e-02 eta: 10:42:25 time: 0.0696 data_time: 0.0013 memory: 1679 loss: 2.3047 2022/11/27 22:20:44 - mmengine - INFO - Epoch(train) [11][ 400/5005] lr: 9.8269e-02 eta: 10:42:18 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.2730 2022/11/27 22:20:51 - mmengine - INFO - Epoch(train) [11][ 500/5005] lr: 9.8262e-02 eta: 10:42:11 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.4005 2022/11/27 22:20:58 - mmengine - INFO - Epoch(train) [11][ 600/5005] lr: 9.8256e-02 eta: 10:42:05 time: 0.0695 data_time: 0.0010 memory: 1679 loss: 2.5389 2022/11/27 22:21:05 - mmengine - INFO - Epoch(train) [11][ 700/5005] lr: 9.8249e-02 eta: 10:41:58 time: 0.0699 data_time: 0.0009 memory: 1679 loss: 2.5150 2022/11/27 22:21:12 - mmengine - INFO - Epoch(train) [11][ 800/5005] lr: 9.8242e-02 eta: 10:41:51 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.1826 2022/11/27 22:21:19 - mmengine - INFO - Epoch(train) [11][ 900/5005] lr: 9.8235e-02 eta: 10:41:44 time: 0.0702 data_time: 0.0009 memory: 1679 loss: 2.0600 2022/11/27 22:21:23 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:21:26 - mmengine - INFO - Epoch(train) [11][1000/5005] lr: 9.8228e-02 eta: 10:41:38 time: 0.0693 data_time: 0.0009 memory: 1679 loss: 2.2724 2022/11/27 22:21:33 - mmengine - INFO - Epoch(train) [11][1100/5005] lr: 9.8221e-02 eta: 10:41:30 time: 0.0703 data_time: 0.0009 memory: 1679 loss: 2.6079 2022/11/27 22:21:40 - mmengine - INFO - Epoch(train) [11][1200/5005] lr: 9.8214e-02 eta: 10:41:23 time: 0.0694 data_time: 0.0009 memory: 1679 loss: 2.4676 2022/11/27 22:21:47 - mmengine - INFO - Epoch(train) [11][1300/5005] lr: 9.8207e-02 eta: 10:41:15 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.3843 2022/11/27 22:21:54 - mmengine - INFO - Epoch(train) [11][1400/5005] lr: 9.8200e-02 eta: 10:41:08 time: 0.0698 data_time: 0.0012 memory: 1679 loss: 2.1876 2022/11/27 22:22:01 - mmengine - INFO - Epoch(train) [11][1500/5005] lr: 9.8193e-02 eta: 10:41:01 time: 0.0699 data_time: 0.0012 memory: 1679 loss: 2.4400 2022/11/27 22:22:08 - mmengine - INFO - Epoch(train) [11][1600/5005] lr: 9.8186e-02 eta: 10:40:54 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.4981 2022/11/27 22:22:15 - mmengine - INFO - Epoch(train) [11][1700/5005] lr: 9.8179e-02 eta: 10:40:49 time: 0.0702 data_time: 0.0009 memory: 1679 loss: 2.6511 2022/11/27 22:22:22 - mmengine - INFO - Epoch(train) [11][1800/5005] lr: 9.8172e-02 eta: 10:40:42 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.3634 2022/11/27 22:22:30 - mmengine - INFO - Epoch(train) [11][1900/5005] lr: 9.8165e-02 eta: 10:40:36 time: 0.0744 data_time: 0.0009 memory: 1679 loss: 2.4038 2022/11/27 22:22:33 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:22:37 - mmengine - INFO - Epoch(train) [11][2000/5005] lr: 9.8158e-02 eta: 10:40:31 time: 0.0698 data_time: 0.0011 memory: 1679 loss: 2.1245 2022/11/27 22:22:44 - mmengine - INFO - Epoch(train) [11][2100/5005] lr: 9.8151e-02 eta: 10:40:24 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.4917 2022/11/27 22:22:51 - mmengine - INFO - Epoch(train) [11][2200/5005] lr: 9.8144e-02 eta: 10:40:17 time: 0.0743 data_time: 0.0011 memory: 1679 loss: 2.4153 2022/11/27 22:22:58 - mmengine - INFO - Epoch(train) [11][2300/5005] lr: 9.8137e-02 eta: 10:40:10 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.1916 2022/11/27 22:23:05 - mmengine - INFO - Epoch(train) [11][2400/5005] lr: 9.8130e-02 eta: 10:40:03 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.3947 2022/11/27 22:23:12 - mmengine - INFO - Epoch(train) [11][2500/5005] lr: 9.8123e-02 eta: 10:39:56 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.2829 2022/11/27 22:23:19 - mmengine - INFO - Epoch(train) [11][2600/5005] lr: 9.8116e-02 eta: 10:39:49 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.3388 2022/11/27 22:23:26 - mmengine - INFO - Epoch(train) [11][2700/5005] lr: 9.8109e-02 eta: 10:39:42 time: 0.0699 data_time: 0.0009 memory: 1679 loss: 2.4265 2022/11/27 22:23:33 - mmengine - INFO - Epoch(train) [11][2800/5005] lr: 9.8102e-02 eta: 10:39:34 time: 0.0701 data_time: 0.0009 memory: 1679 loss: 2.5058 2022/11/27 22:23:40 - mmengine - INFO - Epoch(train) [11][2900/5005] lr: 9.8095e-02 eta: 10:39:28 time: 0.0774 data_time: 0.0009 memory: 1679 loss: 2.4613 2022/11/27 22:23:43 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:23:47 - mmengine - INFO - Epoch(train) [11][3000/5005] lr: 9.8087e-02 eta: 10:39:21 time: 0.0753 data_time: 0.0009 memory: 1679 loss: 2.5477 2022/11/27 22:23:54 - mmengine - INFO - Epoch(train) [11][3100/5005] lr: 9.8080e-02 eta: 10:39:14 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.4909 2022/11/27 22:24:01 - mmengine - INFO - Epoch(train) [11][3200/5005] lr: 9.8073e-02 eta: 10:39:07 time: 0.0704 data_time: 0.0013 memory: 1679 loss: 2.3235 2022/11/27 22:24:08 - mmengine - INFO - Epoch(train) [11][3300/5005] lr: 9.8066e-02 eta: 10:39:02 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.3571 2022/11/27 22:24:15 - mmengine - INFO - Epoch(train) [11][3400/5005] lr: 9.8059e-02 eta: 10:38:55 time: 0.0694 data_time: 0.0009 memory: 1679 loss: 2.4742 2022/11/27 22:24:22 - mmengine - INFO - Epoch(train) [11][3500/5005] lr: 9.8051e-02 eta: 10:38:49 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.2993 2022/11/27 22:24:29 - mmengine - INFO - Epoch(train) [11][3600/5005] lr: 9.8044e-02 eta: 10:38:42 time: 0.0697 data_time: 0.0010 memory: 1679 loss: 2.2477 2022/11/27 22:24:36 - mmengine - INFO - Epoch(train) [11][3700/5005] lr: 9.8037e-02 eta: 10:38:34 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.1918 2022/11/27 22:24:44 - mmengine - INFO - Epoch(train) [11][3800/5005] lr: 9.8030e-02 eta: 10:38:28 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.5602 2022/11/27 22:24:51 - mmengine - INFO - Epoch(train) [11][3900/5005] lr: 9.8022e-02 eta: 10:38:21 time: 0.0714 data_time: 0.0011 memory: 1679 loss: 2.3911 2022/11/27 22:24:54 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:24:58 - mmengine - INFO - Epoch(train) [11][4000/5005] lr: 9.8015e-02 eta: 10:38:14 time: 0.0695 data_time: 0.0010 memory: 1679 loss: 2.4134 2022/11/27 22:25:05 - mmengine - INFO - Epoch(train) [11][4100/5005] lr: 9.8008e-02 eta: 10:38:07 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.4786 2022/11/27 22:25:12 - mmengine - INFO - Epoch(train) [11][4200/5005] lr: 9.8000e-02 eta: 10:38:00 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.3166 2022/11/27 22:25:19 - mmengine - INFO - Epoch(train) [11][4300/5005] lr: 9.7993e-02 eta: 10:37:53 time: 0.0708 data_time: 0.0009 memory: 1679 loss: 2.2221 2022/11/27 22:25:26 - mmengine - INFO - Epoch(train) [11][4400/5005] lr: 9.7986e-02 eta: 10:37:46 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.5987 2022/11/27 22:25:33 - mmengine - INFO - Epoch(train) [11][4500/5005] lr: 9.7978e-02 eta: 10:37:39 time: 0.0706 data_time: 0.0009 memory: 1679 loss: 2.2277 2022/11/27 22:25:40 - mmengine - INFO - Epoch(train) [11][4600/5005] lr: 9.7971e-02 eta: 10:37:34 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.2566 2022/11/27 22:25:47 - mmengine - INFO - Epoch(train) [11][4700/5005] lr: 9.7964e-02 eta: 10:37:27 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.3251 2022/11/27 22:25:54 - mmengine - INFO - Epoch(train) [11][4800/5005] lr: 9.7956e-02 eta: 10:37:20 time: 0.0704 data_time: 0.0009 memory: 1679 loss: 2.3856 2022/11/27 22:26:01 - mmengine - INFO - Epoch(train) [11][4900/5005] lr: 9.7949e-02 eta: 10:37:14 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.2910 2022/11/27 22:26:05 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:26:08 - mmengine - INFO - Epoch(train) [11][5000/5005] lr: 9.7941e-02 eta: 10:37:07 time: 0.0716 data_time: 0.0025 memory: 1679 loss: 2.4368 2022/11/27 22:26:09 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:26:09 - mmengine - INFO - Saving checkpoint at 11 epochs 2022/11/27 22:26:14 - mmengine - INFO - Epoch(val) [11][100/196] eta: 0:00:03 time: 0.0368 data_time: 0.0230 memory: 1679 2022/11/27 22:26:27 - mmengine - INFO - Epoch(val) [11][196/196] accuracy/top1: 51.4080 accuracy/top5: 77.1340 2022/11/27 22:26:34 - mmengine - INFO - Epoch(train) [12][ 100/5005] lr: 9.7934e-02 eta: 10:37:03 time: 0.0707 data_time: 0.0009 memory: 1679 loss: 2.2937 2022/11/27 22:26:41 - mmengine - INFO - Epoch(train) [12][ 200/5005] lr: 9.7926e-02 eta: 10:36:57 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.2251 2022/11/27 22:26:48 - mmengine - INFO - Epoch(train) [12][ 300/5005] lr: 9.7919e-02 eta: 10:36:50 time: 0.0707 data_time: 0.0014 memory: 1679 loss: 2.2895 2022/11/27 22:26:55 - mmengine - INFO - Epoch(train) [12][ 400/5005] lr: 9.7911e-02 eta: 10:36:43 time: 0.0694 data_time: 0.0009 memory: 1679 loss: 2.2907 2022/11/27 22:27:02 - mmengine - INFO - Epoch(train) [12][ 500/5005] lr: 9.7904e-02 eta: 10:36:36 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.2193 2022/11/27 22:27:09 - mmengine - INFO - Epoch(train) [12][ 600/5005] lr: 9.7896e-02 eta: 10:36:29 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.3933 2022/11/27 22:27:16 - mmengine - INFO - Epoch(train) [12][ 700/5005] lr: 9.7889e-02 eta: 10:36:22 time: 0.0696 data_time: 0.0010 memory: 1679 loss: 2.4060 2022/11/27 22:27:23 - mmengine - INFO - Epoch(train) [12][ 800/5005] lr: 9.7881e-02 eta: 10:36:15 time: 0.0696 data_time: 0.0010 memory: 1679 loss: 2.3937 2022/11/27 22:27:30 - mmengine - INFO - Epoch(train) [12][ 900/5005] lr: 9.7874e-02 eta: 10:36:07 time: 0.0701 data_time: 0.0009 memory: 1679 loss: 2.2851 2022/11/27 22:27:33 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:27:37 - mmengine - INFO - Epoch(train) [12][1000/5005] lr: 9.7866e-02 eta: 10:36:00 time: 0.0696 data_time: 0.0010 memory: 1679 loss: 2.0374 2022/11/27 22:27:44 - mmengine - INFO - Epoch(train) [12][1100/5005] lr: 9.7859e-02 eta: 10:35:54 time: 0.0697 data_time: 0.0010 memory: 1679 loss: 2.3599 2022/11/27 22:27:51 - mmengine - INFO - Epoch(train) [12][1200/5005] lr: 9.7851e-02 eta: 10:35:47 time: 0.0697 data_time: 0.0010 memory: 1679 loss: 2.4244 2022/11/27 22:27:58 - mmengine - INFO - Epoch(train) [12][1300/5005] lr: 9.7843e-02 eta: 10:35:40 time: 0.0703 data_time: 0.0009 memory: 1679 loss: 2.3087 2022/11/27 22:28:06 - mmengine - INFO - Epoch(train) [12][1400/5005] lr: 9.7836e-02 eta: 10:35:34 time: 0.0705 data_time: 0.0014 memory: 1679 loss: 2.4364 2022/11/27 22:28:13 - mmengine - INFO - Epoch(train) [12][1500/5005] lr: 9.7828e-02 eta: 10:35:27 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.5537 2022/11/27 22:28:20 - mmengine - INFO - Epoch(train) [12][1600/5005] lr: 9.7821e-02 eta: 10:35:20 time: 0.0695 data_time: 0.0010 memory: 1679 loss: 2.4338 2022/11/27 22:28:27 - mmengine - INFO - Epoch(train) [12][1700/5005] lr: 9.7813e-02 eta: 10:35:14 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.4306 2022/11/27 22:28:34 - mmengine - INFO - Epoch(train) [12][1800/5005] lr: 9.7805e-02 eta: 10:35:08 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.4812 2022/11/27 22:28:41 - mmengine - INFO - Epoch(train) [12][1900/5005] lr: 9.7798e-02 eta: 10:35:01 time: 0.0698 data_time: 0.0010 memory: 1679 loss: 2.3370 2022/11/27 22:28:44 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:28:48 - mmengine - INFO - Epoch(train) [12][2000/5005] lr: 9.7790e-02 eta: 10:34:54 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.3541 2022/11/27 22:28:55 - mmengine - INFO - Epoch(train) [12][2100/5005] lr: 9.7782e-02 eta: 10:34:46 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.5088 2022/11/27 22:29:02 - mmengine - INFO - Epoch(train) [12][2200/5005] lr: 9.7774e-02 eta: 10:34:39 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.5682 2022/11/27 22:29:09 - mmengine - INFO - Epoch(train) [12][2300/5005] lr: 9.7767e-02 eta: 10:34:32 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.4261 2022/11/27 22:29:16 - mmengine - INFO - Epoch(train) [12][2400/5005] lr: 9.7759e-02 eta: 10:34:25 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.5021 2022/11/27 22:29:23 - mmengine - INFO - Epoch(train) [12][2500/5005] lr: 9.7751e-02 eta: 10:34:18 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.0399 2022/11/27 22:29:30 - mmengine - INFO - Epoch(train) [12][2600/5005] lr: 9.7744e-02 eta: 10:34:12 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.4572 2022/11/27 22:29:37 - mmengine - INFO - Epoch(train) [12][2700/5005] lr: 9.7736e-02 eta: 10:34:06 time: 0.0699 data_time: 0.0009 memory: 1679 loss: 2.3273 2022/11/27 22:29:44 - mmengine - INFO - Epoch(train) [12][2800/5005] lr: 9.7728e-02 eta: 10:33:59 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.4654 2022/11/27 22:29:51 - mmengine - INFO - Epoch(train) [12][2900/5005] lr: 9.7720e-02 eta: 10:33:52 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.5952 2022/11/27 22:29:55 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:29:59 - mmengine - INFO - Epoch(train) [12][3000/5005] lr: 9.7712e-02 eta: 10:33:46 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.4819 2022/11/27 22:30:06 - mmengine - INFO - Epoch(train) [12][3100/5005] lr: 9.7705e-02 eta: 10:33:39 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.3785 2022/11/27 22:30:13 - mmengine - INFO - Epoch(train) [12][3200/5005] lr: 9.7697e-02 eta: 10:33:32 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.2166 2022/11/27 22:30:20 - mmengine - INFO - Epoch(train) [12][3300/5005] lr: 9.7689e-02 eta: 10:33:25 time: 0.0694 data_time: 0.0009 memory: 1679 loss: 2.4153 2022/11/27 22:30:27 - mmengine - INFO - Epoch(train) [12][3400/5005] lr: 9.7681e-02 eta: 10:33:18 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.4183 2022/11/27 22:30:34 - mmengine - INFO - Epoch(train) [12][3500/5005] lr: 9.7673e-02 eta: 10:33:12 time: 0.0699 data_time: 0.0009 memory: 1679 loss: 2.3706 2022/11/27 22:30:41 - mmengine - INFO - Epoch(train) [12][3600/5005] lr: 9.7665e-02 eta: 10:33:04 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.3674 2022/11/27 22:30:48 - mmengine - INFO - Epoch(train) [12][3700/5005] lr: 9.7657e-02 eta: 10:32:57 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.6606 2022/11/27 22:30:55 - mmengine - INFO - Epoch(train) [12][3800/5005] lr: 9.7649e-02 eta: 10:32:50 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.3954 2022/11/27 22:31:02 - mmengine - INFO - Epoch(train) [12][3900/5005] lr: 9.7641e-02 eta: 10:32:44 time: 0.0696 data_time: 0.0013 memory: 1679 loss: 2.4200 2022/11/27 22:31:05 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:31:09 - mmengine - INFO - Epoch(train) [12][4000/5005] lr: 9.7633e-02 eta: 10:32:39 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.4016 2022/11/27 22:31:16 - mmengine - INFO - Epoch(train) [12][4100/5005] lr: 9.7626e-02 eta: 10:32:32 time: 0.0701 data_time: 0.0011 memory: 1679 loss: 2.2897 2022/11/27 22:31:23 - mmengine - INFO - Epoch(train) [12][4200/5005] lr: 9.7618e-02 eta: 10:32:25 time: 0.0695 data_time: 0.0009 memory: 1679 loss: 2.2259 2022/11/27 22:31:30 - mmengine - INFO - Epoch(train) [12][4300/5005] lr: 9.7610e-02 eta: 10:32:19 time: 0.0775 data_time: 0.0009 memory: 1679 loss: 2.1337 2022/11/27 22:31:37 - mmengine - INFO - Epoch(train) [12][4400/5005] lr: 9.7602e-02 eta: 10:32:12 time: 0.0697 data_time: 0.0010 memory: 1679 loss: 2.4499 2022/11/27 22:31:44 - mmengine - INFO - Epoch(train) [12][4500/5005] lr: 9.7594e-02 eta: 10:32:04 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.4880 2022/11/27 22:31:51 - mmengine - INFO - Epoch(train) [12][4600/5005] lr: 9.7586e-02 eta: 10:31:57 time: 0.0697 data_time: 0.0012 memory: 1679 loss: 2.4565 2022/11/27 22:31:58 - mmengine - INFO - Epoch(train) [12][4700/5005] lr: 9.7577e-02 eta: 10:31:50 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.4202 2022/11/27 22:32:05 - mmengine - INFO - Epoch(train) [12][4800/5005] lr: 9.7569e-02 eta: 10:31:43 time: 0.0699 data_time: 0.0013 memory: 1679 loss: 2.3413 2022/11/27 22:32:12 - mmengine - INFO - Epoch(train) [12][4900/5005] lr: 9.7561e-02 eta: 10:31:36 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.0485 2022/11/27 22:32:16 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:32:20 - mmengine - INFO - Epoch(train) [12][5000/5005] lr: 9.7553e-02 eta: 10:31:29 time: 0.0712 data_time: 0.0019 memory: 1679 loss: 2.2493 2022/11/27 22:32:20 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:32:20 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/11/27 22:32:25 - mmengine - INFO - Epoch(val) [12][100/196] eta: 0:00:04 time: 0.0374 data_time: 0.0234 memory: 1679 2022/11/27 22:32:38 - mmengine - INFO - Epoch(val) [12][196/196] accuracy/top1: 51.8880 accuracy/top5: 76.8280 2022/11/27 22:32:46 - mmengine - INFO - Epoch(train) [13][ 100/5005] lr: 9.7545e-02 eta: 10:31:24 time: 0.0699 data_time: 0.0009 memory: 1679 loss: 2.3937 2022/11/27 22:32:53 - mmengine - INFO - Epoch(train) [13][ 200/5005] lr: 9.7537e-02 eta: 10:31:17 time: 0.0699 data_time: 0.0009 memory: 1679 loss: 1.9870 2022/11/27 22:33:00 - mmengine - INFO - Epoch(train) [13][ 300/5005] lr: 9.7529e-02 eta: 10:31:10 time: 0.0701 data_time: 0.0013 memory: 1679 loss: 2.2683 2022/11/27 22:33:07 - mmengine - INFO - Epoch(train) [13][ 400/5005] lr: 9.7520e-02 eta: 10:31:03 time: 0.0747 data_time: 0.0010 memory: 1679 loss: 2.1696 2022/11/27 22:33:14 - mmengine - INFO - Epoch(train) [13][ 500/5005] lr: 9.7512e-02 eta: 10:30:56 time: 0.0697 data_time: 0.0012 memory: 1679 loss: 2.3435 2022/11/27 22:33:21 - mmengine - INFO - Epoch(train) [13][ 600/5005] lr: 9.7504e-02 eta: 10:30:49 time: 0.0749 data_time: 0.0009 memory: 1679 loss: 2.3114 2022/11/27 22:33:28 - mmengine - INFO - Epoch(train) [13][ 700/5005] lr: 9.7496e-02 eta: 10:30:42 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.3697 2022/11/27 22:33:35 - mmengine - INFO - Epoch(train) [13][ 800/5005] lr: 9.7488e-02 eta: 10:30:35 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.3924 2022/11/27 22:33:42 - mmengine - INFO - Epoch(train) [13][ 900/5005] lr: 9.7480e-02 eta: 10:30:28 time: 0.0699 data_time: 0.0012 memory: 1679 loss: 2.1166 2022/11/27 22:33:45 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:33:49 - mmengine - INFO - Epoch(train) [13][1000/5005] lr: 9.7471e-02 eta: 10:30:21 time: 0.0701 data_time: 0.0009 memory: 1679 loss: 2.4768 2022/11/27 22:33:56 - mmengine - INFO - Epoch(train) [13][1100/5005] lr: 9.7463e-02 eta: 10:30:15 time: 0.0703 data_time: 0.0009 memory: 1679 loss: 2.3507 2022/11/27 22:34:03 - mmengine - INFO - Epoch(train) [13][1200/5005] lr: 9.7455e-02 eta: 10:30:08 time: 0.0697 data_time: 0.0010 memory: 1679 loss: 2.2349 2022/11/27 22:34:10 - mmengine - INFO - Epoch(train) [13][1300/5005] lr: 9.7447e-02 eta: 10:30:01 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.4084 2022/11/27 22:34:17 - mmengine - INFO - Epoch(train) [13][1400/5005] lr: 9.7438e-02 eta: 10:29:54 time: 0.0705 data_time: 0.0010 memory: 1679 loss: 2.5942 2022/11/27 22:34:24 - mmengine - INFO - Epoch(train) [13][1500/5005] lr: 9.7430e-02 eta: 10:29:47 time: 0.0699 data_time: 0.0012 memory: 1679 loss: 2.2627 2022/11/27 22:34:31 - mmengine - INFO - Epoch(train) [13][1600/5005] lr: 9.7422e-02 eta: 10:29:41 time: 0.0771 data_time: 0.0009 memory: 1679 loss: 2.2239 2022/11/27 22:34:38 - mmengine - INFO - Epoch(train) [13][1700/5005] lr: 9.7414e-02 eta: 10:29:34 time: 0.0701 data_time: 0.0013 memory: 1679 loss: 2.2360 2022/11/27 22:34:45 - mmengine - INFO - Epoch(train) [13][1800/5005] lr: 9.7405e-02 eta: 10:29:28 time: 0.0714 data_time: 0.0010 memory: 1679 loss: 2.2870 2022/11/27 22:34:53 - mmengine - INFO - Epoch(train) [13][1900/5005] lr: 9.7397e-02 eta: 10:29:21 time: 0.0704 data_time: 0.0011 memory: 1679 loss: 2.1774 2022/11/27 22:34:55 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:35:00 - mmengine - INFO - Epoch(train) [13][2000/5005] lr: 9.7389e-02 eta: 10:29:14 time: 0.0697 data_time: 0.0013 memory: 1679 loss: 2.2444 2022/11/27 22:35:07 - mmengine - INFO - Epoch(train) [13][2100/5005] lr: 9.7380e-02 eta: 10:29:07 time: 0.0707 data_time: 0.0013 memory: 1679 loss: 2.4253 2022/11/27 22:35:14 - mmengine - INFO - Epoch(train) [13][2200/5005] lr: 9.7372e-02 eta: 10:29:00 time: 0.0702 data_time: 0.0013 memory: 1679 loss: 2.2351 2022/11/27 22:35:21 - mmengine - INFO - Epoch(train) [13][2300/5005] lr: 9.7364e-02 eta: 10:28:53 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.2279 2022/11/27 22:35:28 - mmengine - INFO - Epoch(train) [13][2400/5005] lr: 9.7355e-02 eta: 10:28:47 time: 0.0704 data_time: 0.0013 memory: 1679 loss: 2.4258 2022/11/27 22:35:35 - mmengine - INFO - Epoch(train) [13][2500/5005] lr: 9.7347e-02 eta: 10:28:40 time: 0.0701 data_time: 0.0009 memory: 1679 loss: 2.4164 2022/11/27 22:35:42 - mmengine - INFO - Epoch(train) [13][2600/5005] lr: 9.7338e-02 eta: 10:28:33 time: 0.0698 data_time: 0.0009 memory: 1679 loss: 2.2891 2022/11/27 22:35:49 - mmengine - INFO - Epoch(train) [13][2700/5005] lr: 9.7330e-02 eta: 10:28:26 time: 0.0697 data_time: 0.0011 memory: 1679 loss: 2.2939 2022/11/27 22:35:56 - mmengine - INFO - Epoch(train) [13][2800/5005] lr: 9.7322e-02 eta: 10:28:20 time: 0.0697 data_time: 0.0010 memory: 1679 loss: 2.3341 2022/11/27 22:36:03 - mmengine - INFO - Epoch(train) [13][2900/5005] lr: 9.7313e-02 eta: 10:28:13 time: 0.0706 data_time: 0.0010 memory: 1679 loss: 2.2602 2022/11/27 22:36:06 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:36:10 - mmengine - INFO - Epoch(train) [13][3000/5005] lr: 9.7305e-02 eta: 10:28:07 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.4251 2022/11/27 22:36:17 - mmengine - INFO - Epoch(train) [13][3100/5005] lr: 9.7296e-02 eta: 10:28:00 time: 0.0769 data_time: 0.0010 memory: 1679 loss: 2.3737 2022/11/27 22:36:24 - mmengine - INFO - Epoch(train) [13][3200/5005] lr: 9.7288e-02 eta: 10:27:53 time: 0.0713 data_time: 0.0010 memory: 1679 loss: 2.1285 2022/11/27 22:36:31 - mmengine - INFO - Epoch(train) [13][3300/5005] lr: 9.7279e-02 eta: 10:27:46 time: 0.0742 data_time: 0.0010 memory: 1679 loss: 2.2878 2022/11/27 22:36:38 - mmengine - INFO - Epoch(train) [13][3400/5005] lr: 9.7271e-02 eta: 10:27:39 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 2.1540 2022/11/27 22:36:46 - mmengine - INFO - Epoch(train) [13][3500/5005] lr: 9.7262e-02 eta: 10:27:33 time: 0.0706 data_time: 0.0010 memory: 1679 loss: 2.5248 2022/11/27 22:36:53 - mmengine - INFO - Epoch(train) [13][3600/5005] lr: 9.7254e-02 eta: 10:27:26 time: 0.0696 data_time: 0.0010 memory: 1679 loss: 2.2844 2022/11/27 22:37:00 - mmengine - INFO - Epoch(train) [13][3700/5005] lr: 9.7245e-02 eta: 10:27:19 time: 0.0707 data_time: 0.0013 memory: 1679 loss: 2.1945 2022/11/27 22:37:07 - mmengine - INFO - Epoch(train) [13][3800/5005] lr: 9.7236e-02 eta: 10:27:12 time: 0.0698 data_time: 0.0010 memory: 1679 loss: 2.2009 2022/11/27 22:37:14 - mmengine - INFO - Epoch(train) [13][3900/5005] lr: 9.7228e-02 eta: 10:27:05 time: 0.0695 data_time: 0.0010 memory: 1679 loss: 2.5749 2022/11/27 22:37:17 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:37:21 - mmengine - INFO - Epoch(train) [13][4000/5005] lr: 9.7219e-02 eta: 10:26:58 time: 0.0697 data_time: 0.0010 memory: 1679 loss: 2.2706 2022/11/27 22:37:28 - mmengine - INFO - Epoch(train) [13][4100/5005] lr: 9.7211e-02 eta: 10:26:52 time: 0.0698 data_time: 0.0010 memory: 1679 loss: 2.4907 2022/11/27 22:37:35 - mmengine - INFO - Epoch(train) [13][4200/5005] lr: 9.7202e-02 eta: 10:26:45 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.3716 2022/11/27 22:37:42 - mmengine - INFO - Epoch(train) [13][4300/5005] lr: 9.7193e-02 eta: 10:26:39 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.2240 2022/11/27 22:37:49 - mmengine - INFO - Epoch(train) [13][4400/5005] lr: 9.7185e-02 eta: 10:26:32 time: 0.0705 data_time: 0.0010 memory: 1679 loss: 2.2667 2022/11/27 22:37:56 - mmengine - INFO - Epoch(train) [13][4500/5005] lr: 9.7176e-02 eta: 10:26:26 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.3353 2022/11/27 22:38:04 - mmengine - INFO - Epoch(train) [13][4600/5005] lr: 9.7167e-02 eta: 10:26:20 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.4452 2022/11/27 22:38:11 - mmengine - INFO - Epoch(train) [13][4700/5005] lr: 9.7159e-02 eta: 10:26:13 time: 0.0694 data_time: 0.0010 memory: 1679 loss: 2.2921 2022/11/27 22:38:18 - mmengine - INFO - Epoch(train) [13][4800/5005] lr: 9.7150e-02 eta: 10:26:06 time: 0.0697 data_time: 0.0010 memory: 1679 loss: 2.2650 2022/11/27 22:38:25 - mmengine - INFO - Epoch(train) [13][4900/5005] lr: 9.7141e-02 eta: 10:25:59 time: 0.0697 data_time: 0.0010 memory: 1679 loss: 2.4737 2022/11/27 22:38:27 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:38:32 - mmengine - INFO - Epoch(train) [13][5000/5005] lr: 9.7133e-02 eta: 10:25:53 time: 0.0716 data_time: 0.0019 memory: 1679 loss: 2.2166 2022/11/27 22:38:32 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:38:32 - mmengine - INFO - Saving checkpoint at 13 epochs 2022/11/27 22:38:37 - mmengine - INFO - Epoch(val) [13][100/196] eta: 0:00:04 time: 0.0391 data_time: 0.0251 memory: 1679 2022/11/27 22:38:50 - mmengine - INFO - Epoch(val) [13][196/196] accuracy/top1: 54.0280 accuracy/top5: 78.9340 2022/11/27 22:38:58 - mmengine - INFO - Epoch(train) [14][ 100/5005] lr: 9.7123e-02 eta: 10:25:48 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.3259 2022/11/27 22:39:05 - mmengine - INFO - Epoch(train) [14][ 200/5005] lr: 9.7115e-02 eta: 10:25:41 time: 0.0699 data_time: 0.0011 memory: 1679 loss: 2.2871 2022/11/27 22:39:12 - mmengine - INFO - Epoch(train) [14][ 300/5005] lr: 9.7106e-02 eta: 10:25:34 time: 0.0708 data_time: 0.0010 memory: 1679 loss: 2.3839 2022/11/27 22:39:19 - mmengine - INFO - Epoch(train) [14][ 400/5005] lr: 9.7097e-02 eta: 10:25:27 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.4845 2022/11/27 22:39:26 - mmengine - INFO - Epoch(train) [14][ 500/5005] lr: 9.7088e-02 eta: 10:25:21 time: 0.0710 data_time: 0.0011 memory: 1679 loss: 2.3201 2022/11/27 22:39:33 - mmengine - INFO - Epoch(train) [14][ 600/5005] lr: 9.7080e-02 eta: 10:25:14 time: 0.0696 data_time: 0.0009 memory: 1679 loss: 2.0927 2022/11/27 22:39:40 - mmengine - INFO - Epoch(train) [14][ 700/5005] lr: 9.7071e-02 eta: 10:25:07 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.2475 2022/11/27 22:39:47 - mmengine - INFO - Epoch(train) [14][ 800/5005] lr: 9.7062e-02 eta: 10:25:00 time: 0.0697 data_time: 0.0010 memory: 1679 loss: 2.2411 2022/11/27 22:39:54 - mmengine - INFO - Epoch(train) [14][ 900/5005] lr: 9.7053e-02 eta: 10:24:53 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.1460 2022/11/27 22:39:57 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:40:01 - mmengine - INFO - Epoch(train) [14][1000/5005] lr: 9.7044e-02 eta: 10:24:46 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.1184 2022/11/27 22:40:08 - mmengine - INFO - Epoch(train) [14][1100/5005] lr: 9.7035e-02 eta: 10:24:40 time: 0.0695 data_time: 0.0010 memory: 1679 loss: 2.2744 2022/11/27 22:40:16 - mmengine - INFO - Epoch(train) [14][1200/5005] lr: 9.7026e-02 eta: 10:24:33 time: 0.0716 data_time: 0.0010 memory: 1679 loss: 2.0934 2022/11/27 22:40:23 - mmengine - INFO - Epoch(train) [14][1300/5005] lr: 9.7018e-02 eta: 10:24:26 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.0279 2022/11/27 22:40:30 - mmengine - INFO - Epoch(train) [14][1400/5005] lr: 9.7009e-02 eta: 10:24:20 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.2253 2022/11/27 22:40:37 - mmengine - INFO - Epoch(train) [14][1500/5005] lr: 9.7000e-02 eta: 10:24:13 time: 0.0703 data_time: 0.0012 memory: 1679 loss: 1.9304 2022/11/27 22:40:44 - mmengine - INFO - Epoch(train) [14][1600/5005] lr: 9.6991e-02 eta: 10:24:06 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.3009 2022/11/27 22:40:51 - mmengine - INFO - Epoch(train) [14][1700/5005] lr: 9.6982e-02 eta: 10:24:00 time: 0.0762 data_time: 0.0010 memory: 1679 loss: 2.0158 2022/11/27 22:40:58 - mmengine - INFO - Epoch(train) [14][1800/5005] lr: 9.6973e-02 eta: 10:23:53 time: 0.0701 data_time: 0.0013 memory: 1679 loss: 2.2327 2022/11/27 22:41:05 - mmengine - INFO - Epoch(train) [14][1900/5005] lr: 9.6964e-02 eta: 10:23:47 time: 0.0702 data_time: 0.0009 memory: 1679 loss: 2.0893 2022/11/27 22:41:08 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:41:12 - mmengine - INFO - Epoch(train) [14][2000/5005] lr: 9.6955e-02 eta: 10:23:40 time: 0.0699 data_time: 0.0014 memory: 1679 loss: 2.3832 2022/11/27 22:41:19 - mmengine - INFO - Epoch(train) [14][2100/5005] lr: 9.6946e-02 eta: 10:23:33 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.1014 2022/11/27 22:41:26 - mmengine - INFO - Epoch(train) [14][2200/5005] lr: 9.6937e-02 eta: 10:23:27 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.3241 2022/11/27 22:41:33 - mmengine - INFO - Epoch(train) [14][2300/5005] lr: 9.6928e-02 eta: 10:23:20 time: 0.0697 data_time: 0.0009 memory: 1679 loss: 2.2692 2022/11/27 22:41:41 - mmengine - INFO - Epoch(train) [14][2400/5005] lr: 9.6919e-02 eta: 10:23:14 time: 0.0705 data_time: 0.0013 memory: 1679 loss: 2.5070 2022/11/27 22:41:48 - mmengine - INFO - Epoch(train) [14][2500/5005] lr: 9.6910e-02 eta: 10:23:07 time: 0.0697 data_time: 0.0010 memory: 1679 loss: 2.2287 2022/11/27 22:41:55 - mmengine - INFO - Epoch(train) [14][2600/5005] lr: 9.6901e-02 eta: 10:23:00 time: 0.0774 data_time: 0.0010 memory: 1679 loss: 1.9933 2022/11/27 22:42:02 - mmengine - INFO - Epoch(train) [14][2700/5005] lr: 9.6892e-02 eta: 10:22:53 time: 0.0700 data_time: 0.0009 memory: 1679 loss: 2.3973 2022/11/27 22:42:09 - mmengine - INFO - Epoch(train) [14][2800/5005] lr: 9.6883e-02 eta: 10:22:46 time: 0.0706 data_time: 0.0010 memory: 1679 loss: 2.3054 2022/11/27 22:42:16 - mmengine - INFO - Epoch(train) [14][2900/5005] lr: 9.6874e-02 eta: 10:22:39 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.4027 2022/11/27 22:42:18 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:42:23 - mmengine - INFO - Epoch(train) [14][3000/5005] lr: 9.6864e-02 eta: 10:22:32 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.3378 2022/11/27 22:42:30 - mmengine - INFO - Epoch(train) [14][3100/5005] lr: 9.6855e-02 eta: 10:22:26 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.6030 2022/11/27 22:42:37 - mmengine - INFO - Epoch(train) [14][3200/5005] lr: 9.6846e-02 eta: 10:22:20 time: 0.0778 data_time: 0.0010 memory: 1679 loss: 2.4684 2022/11/27 22:42:44 - mmengine - INFO - Epoch(train) [14][3300/5005] lr: 9.6837e-02 eta: 10:22:14 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.1689 2022/11/27 22:42:51 - mmengine - INFO - Epoch(train) [14][3400/5005] lr: 9.6828e-02 eta: 10:22:07 time: 0.0741 data_time: 0.0010 memory: 1679 loss: 2.2717 2022/11/27 22:42:58 - mmengine - INFO - Epoch(train) [14][3500/5005] lr: 9.6819e-02 eta: 10:22:00 time: 0.0697 data_time: 0.0010 memory: 1679 loss: 2.4869 2022/11/27 22:43:06 - mmengine - INFO - Epoch(train) [14][3600/5005] lr: 9.6810e-02 eta: 10:21:54 time: 0.0706 data_time: 0.0010 memory: 1679 loss: 2.2755 2022/11/27 22:43:13 - mmengine - INFO - Epoch(train) [14][3700/5005] lr: 9.6800e-02 eta: 10:21:47 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.4119 2022/11/27 22:43:20 - mmengine - INFO - Epoch(train) [14][3800/5005] lr: 9.6791e-02 eta: 10:21:41 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.2814 2022/11/27 22:43:27 - mmengine - INFO - Epoch(train) [14][3900/5005] lr: 9.6782e-02 eta: 10:21:34 time: 0.0705 data_time: 0.0012 memory: 1679 loss: 2.2678 2022/11/27 22:43:29 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:43:34 - mmengine - INFO - Epoch(train) [14][4000/5005] lr: 9.6773e-02 eta: 10:21:27 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.1105 2022/11/27 22:43:41 - mmengine - INFO - Epoch(train) [14][4100/5005] lr: 9.6763e-02 eta: 10:21:20 time: 0.0707 data_time: 0.0014 memory: 1679 loss: 2.5857 2022/11/27 22:43:48 - mmengine - INFO - Epoch(train) [14][4200/5005] lr: 9.6754e-02 eta: 10:21:13 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.3596 2022/11/27 22:43:55 - mmengine - INFO - Epoch(train) [14][4300/5005] lr: 9.6745e-02 eta: 10:21:06 time: 0.0704 data_time: 0.0011 memory: 1679 loss: 2.4639 2022/11/27 22:44:02 - mmengine - INFO - Epoch(train) [14][4400/5005] lr: 9.6736e-02 eta: 10:21:00 time: 0.0698 data_time: 0.0010 memory: 1679 loss: 2.3877 2022/11/27 22:44:09 - mmengine - INFO - Epoch(train) [14][4500/5005] lr: 9.6726e-02 eta: 10:20:53 time: 0.0701 data_time: 0.0013 memory: 1679 loss: 2.3239 2022/11/27 22:44:16 - mmengine - INFO - Epoch(train) [14][4600/5005] lr: 9.6717e-02 eta: 10:20:46 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.5540 2022/11/27 22:44:23 - mmengine - INFO - Epoch(train) [14][4700/5005] lr: 9.6708e-02 eta: 10:20:40 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.3719 2022/11/27 22:44:31 - mmengine - INFO - Epoch(train) [14][4800/5005] lr: 9.6698e-02 eta: 10:20:33 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.2251 2022/11/27 22:44:38 - mmengine - INFO - Epoch(train) [14][4900/5005] lr: 9.6689e-02 eta: 10:20:27 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.4052 2022/11/27 22:44:40 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:44:45 - mmengine - INFO - Epoch(train) [14][5000/5005] lr: 9.6680e-02 eta: 10:20:20 time: 0.0720 data_time: 0.0023 memory: 1679 loss: 2.5028 2022/11/27 22:44:45 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:44:45 - mmengine - INFO - Saving checkpoint at 14 epochs 2022/11/27 22:44:50 - mmengine - INFO - Epoch(val) [14][100/196] eta: 0:00:04 time: 0.0384 data_time: 0.0232 memory: 1679 2022/11/27 22:45:03 - mmengine - INFO - Epoch(val) [14][196/196] accuracy/top1: 55.2680 accuracy/top5: 80.1220 2022/11/27 22:45:11 - mmengine - INFO - Epoch(train) [15][ 100/5005] lr: 9.6670e-02 eta: 10:20:17 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.3307 2022/11/27 22:45:18 - mmengine - INFO - Epoch(train) [15][ 200/5005] lr: 9.6660e-02 eta: 10:20:10 time: 0.0702 data_time: 0.0014 memory: 1679 loss: 2.3278 2022/11/27 22:45:25 - mmengine - INFO - Epoch(train) [15][ 300/5005] lr: 9.6651e-02 eta: 10:20:03 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.3196 2022/11/27 22:45:32 - mmengine - INFO - Epoch(train) [15][ 400/5005] lr: 9.6642e-02 eta: 10:19:57 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.3558 2022/11/27 22:45:39 - mmengine - INFO - Epoch(train) [15][ 500/5005] lr: 9.6632e-02 eta: 10:19:50 time: 0.0705 data_time: 0.0010 memory: 1679 loss: 2.4388 2022/11/27 22:45:46 - mmengine - INFO - Epoch(train) [15][ 600/5005] lr: 9.6623e-02 eta: 10:19:43 time: 0.0697 data_time: 0.0010 memory: 1679 loss: 2.1884 2022/11/27 22:45:53 - mmengine - INFO - Epoch(train) [15][ 700/5005] lr: 9.6613e-02 eta: 10:19:36 time: 0.0699 data_time: 0.0011 memory: 1679 loss: 2.1895 2022/11/27 22:46:00 - mmengine - INFO - Epoch(train) [15][ 800/5005] lr: 9.6604e-02 eta: 10:19:29 time: 0.0697 data_time: 0.0010 memory: 1679 loss: 2.1561 2022/11/27 22:46:07 - mmengine - INFO - Epoch(train) [15][ 900/5005] lr: 9.6594e-02 eta: 10:19:22 time: 0.0711 data_time: 0.0011 memory: 1679 loss: 2.0002 2022/11/27 22:46:10 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:46:14 - mmengine - INFO - Epoch(train) [15][1000/5005] lr: 9.6585e-02 eta: 10:19:15 time: 0.0698 data_time: 0.0010 memory: 1679 loss: 2.2572 2022/11/27 22:46:22 - mmengine - INFO - Epoch(train) [15][1100/5005] lr: 9.6575e-02 eta: 10:19:09 time: 0.0759 data_time: 0.0012 memory: 1679 loss: 2.3316 2022/11/27 22:46:29 - mmengine - INFO - Epoch(train) [15][1200/5005] lr: 9.6566e-02 eta: 10:19:02 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.2899 2022/11/27 22:46:36 - mmengine - INFO - Epoch(train) [15][1300/5005] lr: 9.6556e-02 eta: 10:18:55 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.1617 2022/11/27 22:46:43 - mmengine - INFO - Epoch(train) [15][1400/5005] lr: 9.6547e-02 eta: 10:18:49 time: 0.0701 data_time: 0.0012 memory: 1679 loss: 2.4645 2022/11/27 22:46:50 - mmengine - INFO - Epoch(train) [15][1500/5005] lr: 9.6537e-02 eta: 10:18:41 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.2763 2022/11/27 22:46:57 - mmengine - INFO - Epoch(train) [15][1600/5005] lr: 9.6528e-02 eta: 10:18:34 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.1399 2022/11/27 22:47:04 - mmengine - INFO - Epoch(train) [15][1700/5005] lr: 9.6518e-02 eta: 10:18:29 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.2725 2022/11/27 22:47:11 - mmengine - INFO - Epoch(train) [15][1800/5005] lr: 9.6508e-02 eta: 10:18:23 time: 0.0705 data_time: 0.0010 memory: 1679 loss: 2.4229 2022/11/27 22:47:19 - mmengine - INFO - Epoch(train) [15][1900/5005] lr: 9.6499e-02 eta: 10:18:17 time: 0.0712 data_time: 0.0010 memory: 1679 loss: 2.1396 2022/11/27 22:47:21 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:47:26 - mmengine - INFO - Epoch(train) [15][2000/5005] lr: 9.6489e-02 eta: 10:18:10 time: 0.0707 data_time: 0.0012 memory: 1679 loss: 2.3919 2022/11/27 22:47:33 - mmengine - INFO - Epoch(train) [15][2100/5005] lr: 9.6479e-02 eta: 10:18:03 time: 0.0698 data_time: 0.0010 memory: 1679 loss: 2.2487 2022/11/27 22:47:40 - mmengine - INFO - Epoch(train) [15][2200/5005] lr: 9.6470e-02 eta: 10:17:56 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.2582 2022/11/27 22:47:47 - mmengine - INFO - Epoch(train) [15][2300/5005] lr: 9.6460e-02 eta: 10:17:49 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.2509 2022/11/27 22:47:54 - mmengine - INFO - Epoch(train) [15][2400/5005] lr: 9.6451e-02 eta: 10:17:42 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.2787 2022/11/27 22:48:01 - mmengine - INFO - Epoch(train) [15][2500/5005] lr: 9.6441e-02 eta: 10:17:36 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.1749 2022/11/27 22:48:08 - mmengine - INFO - Epoch(train) [15][2600/5005] lr: 9.6431e-02 eta: 10:17:29 time: 0.0699 data_time: 0.0012 memory: 1679 loss: 2.0849 2022/11/27 22:48:15 - mmengine - INFO - Epoch(train) [15][2700/5005] lr: 9.6421e-02 eta: 10:17:22 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.1907 2022/11/27 22:48:22 - mmengine - INFO - Epoch(train) [15][2800/5005] lr: 9.6412e-02 eta: 10:17:16 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.3810 2022/11/27 22:48:29 - mmengine - INFO - Epoch(train) [15][2900/5005] lr: 9.6402e-02 eta: 10:17:09 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.4249 2022/11/27 22:48:31 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:48:36 - mmengine - INFO - Epoch(train) [15][3000/5005] lr: 9.6392e-02 eta: 10:17:02 time: 0.0766 data_time: 0.0010 memory: 1679 loss: 2.3094 2022/11/27 22:48:43 - mmengine - INFO - Epoch(train) [15][3100/5005] lr: 9.6382e-02 eta: 10:16:55 time: 0.0699 data_time: 0.0011 memory: 1679 loss: 2.1527 2022/11/27 22:48:51 - mmengine - INFO - Epoch(train) [15][3200/5005] lr: 9.6373e-02 eta: 10:16:49 time: 0.0784 data_time: 0.0010 memory: 1679 loss: 1.9753 2022/11/27 22:48:58 - mmengine - INFO - Epoch(train) [15][3300/5005] lr: 9.6363e-02 eta: 10:16:42 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.3699 2022/11/27 22:49:05 - mmengine - INFO - Epoch(train) [15][3400/5005] lr: 9.6353e-02 eta: 10:16:35 time: 0.0700 data_time: 0.0011 memory: 1679 loss: 2.2024 2022/11/27 22:49:12 - mmengine - INFO - Epoch(train) [15][3500/5005] lr: 9.6343e-02 eta: 10:16:28 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.0580 2022/11/27 22:49:19 - mmengine - INFO - Epoch(train) [15][3600/5005] lr: 9.6333e-02 eta: 10:16:21 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.3947 2022/11/27 22:49:26 - mmengine - INFO - Epoch(train) [15][3700/5005] lr: 9.6324e-02 eta: 10:16:15 time: 0.0701 data_time: 0.0015 memory: 1679 loss: 2.3478 2022/11/27 22:49:33 - mmengine - INFO - Epoch(train) [15][3800/5005] lr: 9.6314e-02 eta: 10:16:08 time: 0.0700 data_time: 0.0013 memory: 1679 loss: 2.3461 2022/11/27 22:49:40 - mmengine - INFO - Epoch(train) [15][3900/5005] lr: 9.6304e-02 eta: 10:16:01 time: 0.0706 data_time: 0.0010 memory: 1679 loss: 2.4155 2022/11/27 22:49:42 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:49:47 - mmengine - INFO - Epoch(train) [15][4000/5005] lr: 9.6294e-02 eta: 10:15:55 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.3087 2022/11/27 22:49:54 - mmengine - INFO - Epoch(train) [15][4100/5005] lr: 9.6284e-02 eta: 10:15:48 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.2037 2022/11/27 22:50:01 - mmengine - INFO - Epoch(train) [15][4200/5005] lr: 9.6274e-02 eta: 10:15:41 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.3436 2022/11/27 22:50:09 - mmengine - INFO - Epoch(train) [15][4300/5005] lr: 9.6264e-02 eta: 10:15:34 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.1046 2022/11/27 22:50:16 - mmengine - INFO - Epoch(train) [15][4400/5005] lr: 9.6254e-02 eta: 10:15:28 time: 0.0696 data_time: 0.0010 memory: 1679 loss: 2.4665 2022/11/27 22:50:23 - mmengine - INFO - Epoch(train) [15][4500/5005] lr: 9.6244e-02 eta: 10:15:22 time: 0.0699 data_time: 0.0012 memory: 1679 loss: 2.4993 2022/11/27 22:50:30 - mmengine - INFO - Epoch(train) [15][4600/5005] lr: 9.6235e-02 eta: 10:15:15 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.3416 2022/11/27 22:50:37 - mmengine - INFO - Epoch(train) [15][4700/5005] lr: 9.6225e-02 eta: 10:15:08 time: 0.0700 data_time: 0.0012 memory: 1679 loss: 2.2287 2022/11/27 22:50:44 - mmengine - INFO - Epoch(train) [15][4800/5005] lr: 9.6215e-02 eta: 10:15:01 time: 0.0698 data_time: 0.0010 memory: 1679 loss: 2.1569 2022/11/27 22:50:51 - mmengine - INFO - Epoch(train) [15][4900/5005] lr: 9.6205e-02 eta: 10:14:54 time: 0.0700 data_time: 0.0012 memory: 1679 loss: 2.2248 2022/11/27 22:50:53 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:50:58 - mmengine - INFO - Epoch(train) [15][5000/5005] lr: 9.6195e-02 eta: 10:14:48 time: 0.0711 data_time: 0.0018 memory: 1679 loss: 2.3908 2022/11/27 22:50:59 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:50:59 - mmengine - INFO - Saving checkpoint at 15 epochs 2022/11/27 22:51:04 - mmengine - INFO - Epoch(val) [15][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0220 memory: 1679 2022/11/27 22:51:16 - mmengine - INFO - Epoch(val) [15][196/196] accuracy/top1: 54.5320 accuracy/top5: 79.3020 2022/11/27 22:51:24 - mmengine - INFO - Epoch(train) [16][ 100/5005] lr: 9.6184e-02 eta: 10:14:43 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.0672 2022/11/27 22:51:31 - mmengine - INFO - Epoch(train) [16][ 200/5005] lr: 9.6174e-02 eta: 10:14:36 time: 0.0704 data_time: 0.0013 memory: 1679 loss: 2.2014 2022/11/27 22:51:38 - mmengine - INFO - Epoch(train) [16][ 300/5005] lr: 9.6164e-02 eta: 10:14:30 time: 0.0699 data_time: 0.0015 memory: 1679 loss: 2.1983 2022/11/27 22:51:45 - mmengine - INFO - Epoch(train) [16][ 400/5005] lr: 9.6154e-02 eta: 10:14:23 time: 0.0703 data_time: 0.0015 memory: 1679 loss: 2.1785 2022/11/27 22:51:52 - mmengine - INFO - Epoch(train) [16][ 500/5005] lr: 9.6144e-02 eta: 10:14:17 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.4308 2022/11/27 22:51:59 - mmengine - INFO - Epoch(train) [16][ 600/5005] lr: 9.6134e-02 eta: 10:14:10 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.2328 2022/11/27 22:52:06 - mmengine - INFO - Epoch(train) [16][ 700/5005] lr: 9.6124e-02 eta: 10:14:02 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.0383 2022/11/27 22:52:14 - mmengine - INFO - Epoch(train) [16][ 800/5005] lr: 9.6114e-02 eta: 10:13:56 time: 0.0702 data_time: 0.0011 memory: 1679 loss: 2.1225 2022/11/27 22:52:21 - mmengine - INFO - Epoch(train) [16][ 900/5005] lr: 9.6103e-02 eta: 10:13:49 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.1795 2022/11/27 22:52:22 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:52:28 - mmengine - INFO - Epoch(train) [16][1000/5005] lr: 9.6093e-02 eta: 10:13:42 time: 0.0703 data_time: 0.0012 memory: 1679 loss: 2.0554 2022/11/27 22:52:35 - mmengine - INFO - Epoch(train) [16][1100/5005] lr: 9.6083e-02 eta: 10:13:35 time: 0.0702 data_time: 0.0013 memory: 1679 loss: 2.4491 2022/11/27 22:52:42 - mmengine - INFO - Epoch(train) [16][1200/5005] lr: 9.6073e-02 eta: 10:13:28 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.2346 2022/11/27 22:52:49 - mmengine - INFO - Epoch(train) [16][1300/5005] lr: 9.6063e-02 eta: 10:13:21 time: 0.0708 data_time: 0.0010 memory: 1679 loss: 2.6298 2022/11/27 22:52:56 - mmengine - INFO - Epoch(train) [16][1400/5005] lr: 9.6053e-02 eta: 10:13:14 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.5745 2022/11/27 22:53:03 - mmengine - INFO - Epoch(train) [16][1500/5005] lr: 9.6043e-02 eta: 10:13:08 time: 0.0761 data_time: 0.0010 memory: 1679 loss: 2.3072 2022/11/27 22:53:10 - mmengine - INFO - Epoch(train) [16][1600/5005] lr: 9.6032e-02 eta: 10:13:01 time: 0.0701 data_time: 0.0011 memory: 1679 loss: 2.2648 2022/11/27 22:53:17 - mmengine - INFO - Epoch(train) [16][1700/5005] lr: 9.6022e-02 eta: 10:12:54 time: 0.0696 data_time: 0.0011 memory: 1679 loss: 2.2700 2022/11/27 22:53:25 - mmengine - INFO - Epoch(train) [16][1800/5005] lr: 9.6012e-02 eta: 10:12:49 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.0391 2022/11/27 22:53:32 - mmengine - INFO - Epoch(train) [16][1900/5005] lr: 9.6002e-02 eta: 10:12:42 time: 0.0770 data_time: 0.0012 memory: 1679 loss: 2.2332 2022/11/27 22:53:33 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:53:39 - mmengine - INFO - Epoch(train) [16][2000/5005] lr: 9.5991e-02 eta: 10:12:36 time: 0.0707 data_time: 0.0010 memory: 1679 loss: 2.1515 2022/11/27 22:53:46 - mmengine - INFO - Epoch(train) [16][2100/5005] lr: 9.5981e-02 eta: 10:12:29 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.1693 2022/11/27 22:53:53 - mmengine - INFO - Epoch(train) [16][2200/5005] lr: 9.5971e-02 eta: 10:12:22 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.1716 2022/11/27 22:54:00 - mmengine - INFO - Epoch(train) [16][2300/5005] lr: 9.5961e-02 eta: 10:12:16 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.2518 2022/11/27 22:54:07 - mmengine - INFO - Epoch(train) [16][2400/5005] lr: 9.5950e-02 eta: 10:12:09 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.1849 2022/11/27 22:54:14 - mmengine - INFO - Epoch(train) [16][2500/5005] lr: 9.5940e-02 eta: 10:12:02 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.1755 2022/11/27 22:54:21 - mmengine - INFO - Epoch(train) [16][2600/5005] lr: 9.5930e-02 eta: 10:11:55 time: 0.0698 data_time: 0.0010 memory: 1679 loss: 2.4682 2022/11/27 22:54:28 - mmengine - INFO - Epoch(train) [16][2700/5005] lr: 9.5919e-02 eta: 10:11:48 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.2276 2022/11/27 22:54:35 - mmengine - INFO - Epoch(train) [16][2800/5005] lr: 9.5909e-02 eta: 10:11:41 time: 0.0764 data_time: 0.0010 memory: 1679 loss: 2.2693 2022/11/27 22:54:42 - mmengine - INFO - Epoch(train) [16][2900/5005] lr: 9.5899e-02 eta: 10:11:34 time: 0.0710 data_time: 0.0010 memory: 1679 loss: 2.0171 2022/11/27 22:54:44 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:54:50 - mmengine - INFO - Epoch(train) [16][3000/5005] lr: 9.5888e-02 eta: 10:11:27 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.1765 2022/11/27 22:54:57 - mmengine - INFO - Epoch(train) [16][3100/5005] lr: 9.5878e-02 eta: 10:11:21 time: 0.0709 data_time: 0.0010 memory: 1679 loss: 2.3114 2022/11/27 22:55:04 - mmengine - INFO - Epoch(train) [16][3200/5005] lr: 9.5867e-02 eta: 10:11:14 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.1997 2022/11/27 22:55:11 - mmengine - INFO - Epoch(train) [16][3300/5005] lr: 9.5857e-02 eta: 10:11:08 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.3386 2022/11/27 22:55:18 - mmengine - INFO - Epoch(train) [16][3400/5005] lr: 9.5847e-02 eta: 10:11:01 time: 0.0702 data_time: 0.0011 memory: 1679 loss: 2.2048 2022/11/27 22:55:25 - mmengine - INFO - Epoch(train) [16][3500/5005] lr: 9.5836e-02 eta: 10:10:55 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.1498 2022/11/27 22:55:32 - mmengine - INFO - Epoch(train) [16][3600/5005] lr: 9.5826e-02 eta: 10:10:48 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.4033 2022/11/27 22:55:39 - mmengine - INFO - Epoch(train) [16][3700/5005] lr: 9.5815e-02 eta: 10:10:42 time: 0.0702 data_time: 0.0011 memory: 1679 loss: 2.5261 2022/11/27 22:55:46 - mmengine - INFO - Epoch(train) [16][3800/5005] lr: 9.5805e-02 eta: 10:10:35 time: 0.0704 data_time: 0.0011 memory: 1679 loss: 2.1292 2022/11/27 22:55:53 - mmengine - INFO - Epoch(train) [16][3900/5005] lr: 9.5794e-02 eta: 10:10:28 time: 0.0713 data_time: 0.0010 memory: 1679 loss: 2.2850 2022/11/27 22:55:55 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:56:01 - mmengine - INFO - Epoch(train) [16][4000/5005] lr: 9.5784e-02 eta: 10:10:21 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.3408 2022/11/27 22:56:08 - mmengine - INFO - Epoch(train) [16][4100/5005] lr: 9.5773e-02 eta: 10:10:14 time: 0.0773 data_time: 0.0011 memory: 1679 loss: 2.3363 2022/11/27 22:56:15 - mmengine - INFO - Epoch(train) [16][4200/5005] lr: 9.5763e-02 eta: 10:10:07 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.3781 2022/11/27 22:56:22 - mmengine - INFO - Epoch(train) [16][4300/5005] lr: 9.5752e-02 eta: 10:10:00 time: 0.0706 data_time: 0.0014 memory: 1679 loss: 2.0323 2022/11/27 22:56:29 - mmengine - INFO - Epoch(train) [16][4400/5005] lr: 9.5742e-02 eta: 10:09:54 time: 0.0783 data_time: 0.0012 memory: 1679 loss: 2.2074 2022/11/27 22:56:36 - mmengine - INFO - Epoch(train) [16][4500/5005] lr: 9.5731e-02 eta: 10:09:47 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.2353 2022/11/27 22:56:43 - mmengine - INFO - Epoch(train) [16][4600/5005] lr: 9.5720e-02 eta: 10:09:40 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.4060 2022/11/27 22:56:50 - mmengine - INFO - Epoch(train) [16][4700/5005] lr: 9.5710e-02 eta: 10:09:33 time: 0.0707 data_time: 0.0012 memory: 1679 loss: 2.1119 2022/11/27 22:56:57 - mmengine - INFO - Epoch(train) [16][4800/5005] lr: 9.5699e-02 eta: 10:09:27 time: 0.0705 data_time: 0.0015 memory: 1679 loss: 2.4012 2022/11/27 22:57:04 - mmengine - INFO - Epoch(train) [16][4900/5005] lr: 9.5689e-02 eta: 10:09:20 time: 0.0701 data_time: 0.0011 memory: 1679 loss: 2.2259 2022/11/27 22:57:06 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:57:12 - mmengine - INFO - Epoch(train) [16][5000/5005] lr: 9.5678e-02 eta: 10:09:14 time: 0.0719 data_time: 0.0020 memory: 1679 loss: 2.2925 2022/11/27 22:57:12 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:57:12 - mmengine - INFO - Saving checkpoint at 16 epochs 2022/11/27 22:57:17 - mmengine - INFO - Epoch(val) [16][100/196] eta: 0:00:04 time: 0.0385 data_time: 0.0247 memory: 1679 2022/11/27 22:57:30 - mmengine - INFO - Epoch(val) [16][196/196] accuracy/top1: 53.9480 accuracy/top5: 79.0620 2022/11/27 22:57:38 - mmengine - INFO - Epoch(train) [17][ 100/5005] lr: 9.5667e-02 eta: 10:09:09 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.0979 2022/11/27 22:57:45 - mmengine - INFO - Epoch(train) [17][ 200/5005] lr: 9.5656e-02 eta: 10:09:02 time: 0.0701 data_time: 0.0013 memory: 1679 loss: 2.4498 2022/11/27 22:57:52 - mmengine - INFO - Epoch(train) [17][ 300/5005] lr: 9.5645e-02 eta: 10:08:56 time: 0.0701 data_time: 0.0012 memory: 1679 loss: 2.2453 2022/11/27 22:57:59 - mmengine - INFO - Epoch(train) [17][ 400/5005] lr: 9.5635e-02 eta: 10:08:49 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.1652 2022/11/27 22:58:06 - mmengine - INFO - Epoch(train) [17][ 500/5005] lr: 9.5624e-02 eta: 10:08:42 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.1909 2022/11/27 22:58:14 - mmengine - INFO - Epoch(train) [17][ 600/5005] lr: 9.5613e-02 eta: 10:08:38 time: 0.0716 data_time: 0.0010 memory: 1679 loss: 2.2050 2022/11/27 22:58:21 - mmengine - INFO - Epoch(train) [17][ 700/5005] lr: 9.5603e-02 eta: 10:08:31 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.2961 2022/11/27 22:58:28 - mmengine - INFO - Epoch(train) [17][ 800/5005] lr: 9.5592e-02 eta: 10:08:23 time: 0.0700 data_time: 0.0012 memory: 1679 loss: 2.4024 2022/11/27 22:58:35 - mmengine - INFO - Epoch(train) [17][ 900/5005] lr: 9.5581e-02 eta: 10:08:17 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.3976 2022/11/27 22:58:36 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:58:42 - mmengine - INFO - Epoch(train) [17][1000/5005] lr: 9.5570e-02 eta: 10:08:10 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.1406 2022/11/27 22:58:49 - mmengine - INFO - Epoch(train) [17][1100/5005] lr: 9.5560e-02 eta: 10:08:03 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.2376 2022/11/27 22:58:56 - mmengine - INFO - Epoch(train) [17][1200/5005] lr: 9.5549e-02 eta: 10:07:56 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.1728 2022/11/27 22:59:03 - mmengine - INFO - Epoch(train) [17][1300/5005] lr: 9.5538e-02 eta: 10:07:49 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 1.9777 2022/11/27 22:59:10 - mmengine - INFO - Epoch(train) [17][1400/5005] lr: 9.5527e-02 eta: 10:07:42 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 1.9058 2022/11/27 22:59:17 - mmengine - INFO - Epoch(train) [17][1500/5005] lr: 9.5516e-02 eta: 10:07:35 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.3291 2022/11/27 22:59:24 - mmengine - INFO - Epoch(train) [17][1600/5005] lr: 9.5506e-02 eta: 10:07:28 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.1139 2022/11/27 22:59:31 - mmengine - INFO - Epoch(train) [17][1700/5005] lr: 9.5495e-02 eta: 10:07:22 time: 0.0702 data_time: 0.0012 memory: 1679 loss: 2.1133 2022/11/27 22:59:39 - mmengine - INFO - Epoch(train) [17][1800/5005] lr: 9.5484e-02 eta: 10:07:15 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.3887 2022/11/27 22:59:46 - mmengine - INFO - Epoch(train) [17][1900/5005] lr: 9.5473e-02 eta: 10:07:08 time: 0.0710 data_time: 0.0011 memory: 1679 loss: 2.3114 2022/11/27 22:59:47 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 22:59:53 - mmengine - INFO - Epoch(train) [17][2000/5005] lr: 9.5462e-02 eta: 10:07:02 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.2253 2022/11/27 23:00:00 - mmengine - INFO - Epoch(train) [17][2100/5005] lr: 9.5451e-02 eta: 10:06:55 time: 0.0776 data_time: 0.0010 memory: 1679 loss: 2.0995 2022/11/27 23:00:07 - mmengine - INFO - Epoch(train) [17][2200/5005] lr: 9.5440e-02 eta: 10:06:49 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.2275 2022/11/27 23:00:14 - mmengine - INFO - Epoch(train) [17][2300/5005] lr: 9.5429e-02 eta: 10:06:42 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.0850 2022/11/27 23:00:21 - mmengine - INFO - Epoch(train) [17][2400/5005] lr: 9.5418e-02 eta: 10:06:35 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.1184 2022/11/27 23:00:28 - mmengine - INFO - Epoch(train) [17][2500/5005] lr: 9.5408e-02 eta: 10:06:29 time: 0.0697 data_time: 0.0010 memory: 1679 loss: 2.2429 2022/11/27 23:00:35 - mmengine - INFO - Epoch(train) [17][2600/5005] lr: 9.5397e-02 eta: 10:06:22 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.3160 2022/11/27 23:00:43 - mmengine - INFO - Epoch(train) [17][2700/5005] lr: 9.5386e-02 eta: 10:06:15 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.3262 2022/11/27 23:00:50 - mmengine - INFO - Epoch(train) [17][2800/5005] lr: 9.5375e-02 eta: 10:06:08 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.1138 2022/11/27 23:00:57 - mmengine - INFO - Epoch(train) [17][2900/5005] lr: 9.5364e-02 eta: 10:06:01 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.3116 2022/11/27 23:00:58 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:01:04 - mmengine - INFO - Epoch(train) [17][3000/5005] lr: 9.5353e-02 eta: 10:05:55 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.1966 2022/11/27 23:01:11 - mmengine - INFO - Epoch(train) [17][3100/5005] lr: 9.5342e-02 eta: 10:05:48 time: 0.0710 data_time: 0.0010 memory: 1679 loss: 2.3232 2022/11/27 23:01:18 - mmengine - INFO - Epoch(train) [17][3200/5005] lr: 9.5331e-02 eta: 10:05:41 time: 0.0702 data_time: 0.0014 memory: 1679 loss: 2.3188 2022/11/27 23:01:25 - mmengine - INFO - Epoch(train) [17][3300/5005] lr: 9.5320e-02 eta: 10:05:35 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.4298 2022/11/27 23:01:32 - mmengine - INFO - Epoch(train) [17][3400/5005] lr: 9.5308e-02 eta: 10:05:28 time: 0.0703 data_time: 0.0013 memory: 1679 loss: 2.4478 2022/11/27 23:01:39 - mmengine - INFO - Epoch(train) [17][3500/5005] lr: 9.5297e-02 eta: 10:05:21 time: 0.0702 data_time: 0.0011 memory: 1679 loss: 2.3618 2022/11/27 23:01:47 - mmengine - INFO - Epoch(train) [17][3600/5005] lr: 9.5286e-02 eta: 10:05:15 time: 0.0741 data_time: 0.0011 memory: 1679 loss: 2.4641 2022/11/27 23:01:54 - mmengine - INFO - Epoch(train) [17][3700/5005] lr: 9.5275e-02 eta: 10:05:08 time: 0.0706 data_time: 0.0010 memory: 1679 loss: 2.0483 2022/11/27 23:02:01 - mmengine - INFO - Epoch(train) [17][3800/5005] lr: 9.5264e-02 eta: 10:05:01 time: 0.0700 data_time: 0.0013 memory: 1679 loss: 2.2327 2022/11/27 23:02:08 - mmengine - INFO - Epoch(train) [17][3900/5005] lr: 9.5253e-02 eta: 10:04:55 time: 0.0705 data_time: 0.0014 memory: 1679 loss: 2.2960 2022/11/27 23:02:09 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:02:15 - mmengine - INFO - Epoch(train) [17][4000/5005] lr: 9.5242e-02 eta: 10:04:48 time: 0.0715 data_time: 0.0013 memory: 1679 loss: 2.3192 2022/11/27 23:02:22 - mmengine - INFO - Epoch(train) [17][4100/5005] lr: 9.5231e-02 eta: 10:04:41 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.1404 2022/11/27 23:02:29 - mmengine - INFO - Epoch(train) [17][4200/5005] lr: 9.5220e-02 eta: 10:04:34 time: 0.0701 data_time: 0.0011 memory: 1679 loss: 2.2541 2022/11/27 23:02:36 - mmengine - INFO - Epoch(train) [17][4300/5005] lr: 9.5208e-02 eta: 10:04:27 time: 0.0709 data_time: 0.0010 memory: 1679 loss: 2.2045 2022/11/27 23:02:43 - mmengine - INFO - Epoch(train) [17][4400/5005] lr: 9.5197e-02 eta: 10:04:21 time: 0.0708 data_time: 0.0010 memory: 1679 loss: 2.2571 2022/11/27 23:02:51 - mmengine - INFO - Epoch(train) [17][4500/5005] lr: 9.5186e-02 eta: 10:04:15 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.3114 2022/11/27 23:02:58 - mmengine - INFO - Epoch(train) [17][4600/5005] lr: 9.5175e-02 eta: 10:04:08 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.2762 2022/11/27 23:03:05 - mmengine - INFO - Epoch(train) [17][4700/5005] lr: 9.5164e-02 eta: 10:04:01 time: 0.0703 data_time: 0.0013 memory: 1679 loss: 2.2814 2022/11/27 23:03:12 - mmengine - INFO - Epoch(train) [17][4800/5005] lr: 9.5152e-02 eta: 10:03:54 time: 0.0700 data_time: 0.0014 memory: 1679 loss: 2.3344 2022/11/27 23:03:19 - mmengine - INFO - Epoch(train) [17][4900/5005] lr: 9.5141e-02 eta: 10:03:47 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.2698 2022/11/27 23:03:20 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:03:26 - mmengine - INFO - Epoch(train) [17][5000/5005] lr: 9.5130e-02 eta: 10:03:40 time: 0.0710 data_time: 0.0020 memory: 1679 loss: 2.2586 2022/11/27 23:03:26 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:03:26 - mmengine - INFO - Saving checkpoint at 17 epochs 2022/11/27 23:03:32 - mmengine - INFO - Epoch(val) [17][100/196] eta: 0:00:04 time: 0.0400 data_time: 0.0264 memory: 1679 2022/11/27 23:03:45 - mmengine - INFO - Epoch(val) [17][196/196] accuracy/top1: 55.6660 accuracy/top5: 80.0420 2022/11/27 23:03:52 - mmengine - INFO - Epoch(train) [18][ 100/5005] lr: 9.5118e-02 eta: 10:03:36 time: 0.0703 data_time: 0.0015 memory: 1679 loss: 2.3962 2022/11/27 23:03:59 - mmengine - INFO - Epoch(train) [18][ 200/5005] lr: 9.5107e-02 eta: 10:03:29 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 1.9464 2022/11/27 23:04:06 - mmengine - INFO - Epoch(train) [18][ 300/5005] lr: 9.5096e-02 eta: 10:03:22 time: 0.0709 data_time: 0.0010 memory: 1679 loss: 2.1100 2022/11/27 23:04:14 - mmengine - INFO - Epoch(train) [18][ 400/5005] lr: 9.5084e-02 eta: 10:03:16 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.1173 2022/11/27 23:04:21 - mmengine - INFO - Epoch(train) [18][ 500/5005] lr: 9.5073e-02 eta: 10:03:09 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.3482 2022/11/27 23:04:28 - mmengine - INFO - Epoch(train) [18][ 600/5005] lr: 9.5062e-02 eta: 10:03:02 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.2158 2022/11/27 23:04:35 - mmengine - INFO - Epoch(train) [18][ 700/5005] lr: 9.5050e-02 eta: 10:02:55 time: 0.0699 data_time: 0.0010 memory: 1679 loss: 2.1478 2022/11/27 23:04:42 - mmengine - INFO - Epoch(train) [18][ 800/5005] lr: 9.5039e-02 eta: 10:02:48 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.1266 2022/11/27 23:04:49 - mmengine - INFO - Epoch(train) [18][ 900/5005] lr: 9.5028e-02 eta: 10:02:42 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.1694 2022/11/27 23:04:50 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:04:56 - mmengine - INFO - Epoch(train) [18][1000/5005] lr: 9.5016e-02 eta: 10:02:35 time: 0.0697 data_time: 0.0011 memory: 1679 loss: 2.2933 2022/11/27 23:05:03 - mmengine - INFO - Epoch(train) [18][1100/5005] lr: 9.5005e-02 eta: 10:02:28 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.0954 2022/11/27 23:05:10 - mmengine - INFO - Epoch(train) [18][1200/5005] lr: 9.4993e-02 eta: 10:02:21 time: 0.0697 data_time: 0.0013 memory: 1679 loss: 2.1958 2022/11/27 23:05:18 - mmengine - INFO - Epoch(train) [18][1300/5005] lr: 9.4982e-02 eta: 10:02:15 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.2470 2022/11/27 23:05:25 - mmengine - INFO - Epoch(train) [18][1400/5005] lr: 9.4971e-02 eta: 10:02:08 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.1486 2022/11/27 23:05:32 - mmengine - INFO - Epoch(train) [18][1500/5005] lr: 9.4959e-02 eta: 10:02:02 time: 0.0705 data_time: 0.0010 memory: 1679 loss: 2.2523 2022/11/27 23:05:39 - mmengine - INFO - Epoch(train) [18][1600/5005] lr: 9.4948e-02 eta: 10:01:55 time: 0.0702 data_time: 0.0014 memory: 1679 loss: 2.1715 2022/11/27 23:05:46 - mmengine - INFO - Epoch(train) [18][1700/5005] lr: 9.4936e-02 eta: 10:01:48 time: 0.0700 data_time: 0.0011 memory: 1679 loss: 2.2352 2022/11/27 23:05:53 - mmengine - INFO - Epoch(train) [18][1800/5005] lr: 9.4925e-02 eta: 10:01:41 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.0730 2022/11/27 23:06:00 - mmengine - INFO - Epoch(train) [18][1900/5005] lr: 9.4913e-02 eta: 10:01:34 time: 0.0699 data_time: 0.0013 memory: 1679 loss: 2.2106 2022/11/27 23:06:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:06:07 - mmengine - INFO - Epoch(train) [18][2000/5005] lr: 9.4902e-02 eta: 10:01:27 time: 0.0707 data_time: 0.0014 memory: 1679 loss: 2.3037 2022/11/27 23:06:14 - mmengine - INFO - Epoch(train) [18][2100/5005] lr: 9.4890e-02 eta: 10:01:20 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.0055 2022/11/27 23:06:21 - mmengine - INFO - Epoch(train) [18][2200/5005] lr: 9.4879e-02 eta: 10:01:14 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 2.2554 2022/11/27 23:06:29 - mmengine - INFO - Epoch(train) [18][2300/5005] lr: 9.4867e-02 eta: 10:01:08 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.2663 2022/11/27 23:06:36 - mmengine - INFO - Epoch(train) [18][2400/5005] lr: 9.4856e-02 eta: 10:01:01 time: 0.0705 data_time: 0.0010 memory: 1679 loss: 2.4869 2022/11/27 23:06:43 - mmengine - INFO - Epoch(train) [18][2500/5005] lr: 9.4844e-02 eta: 10:00:54 time: 0.0702 data_time: 0.0013 memory: 1679 loss: 2.1783 2022/11/27 23:06:50 - mmengine - INFO - Epoch(train) [18][2600/5005] lr: 9.4832e-02 eta: 10:00:47 time: 0.0707 data_time: 0.0013 memory: 1679 loss: 2.3021 2022/11/27 23:06:57 - mmengine - INFO - Epoch(train) [18][2700/5005] lr: 9.4821e-02 eta: 10:00:41 time: 0.0754 data_time: 0.0013 memory: 1679 loss: 2.2781 2022/11/27 23:07:04 - mmengine - INFO - Epoch(train) [18][2800/5005] lr: 9.4809e-02 eta: 10:00:34 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.0721 2022/11/27 23:07:11 - mmengine - INFO - Epoch(train) [18][2900/5005] lr: 9.4798e-02 eta: 10:00:27 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.0686 2022/11/27 23:07:12 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:07:18 - mmengine - INFO - Epoch(train) [18][3000/5005] lr: 9.4786e-02 eta: 10:00:20 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.2113 2022/11/27 23:07:26 - mmengine - INFO - Epoch(train) [18][3100/5005] lr: 9.4774e-02 eta: 10:00:14 time: 0.0713 data_time: 0.0010 memory: 1679 loss: 2.2836 2022/11/27 23:07:33 - mmengine - INFO - Epoch(train) [18][3200/5005] lr: 9.4763e-02 eta: 10:00:07 time: 0.0705 data_time: 0.0013 memory: 1679 loss: 2.2008 2022/11/27 23:07:40 - mmengine - INFO - Epoch(train) [18][3300/5005] lr: 9.4751e-02 eta: 10:00:00 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.2990 2022/11/27 23:07:47 - mmengine - INFO - Epoch(train) [18][3400/5005] lr: 9.4739e-02 eta: 9:59:53 time: 0.0699 data_time: 0.0011 memory: 1679 loss: 2.1792 2022/11/27 23:07:54 - mmengine - INFO - Epoch(train) [18][3500/5005] lr: 9.4728e-02 eta: 9:59:46 time: 0.0700 data_time: 0.0012 memory: 1679 loss: 2.0725 2022/11/27 23:08:01 - mmengine - INFO - Epoch(train) [18][3600/5005] lr: 9.4716e-02 eta: 9:59:39 time: 0.0706 data_time: 0.0014 memory: 1679 loss: 2.1351 2022/11/27 23:08:08 - mmengine - INFO - Epoch(train) [18][3700/5005] lr: 9.4704e-02 eta: 9:59:32 time: 0.0704 data_time: 0.0014 memory: 1679 loss: 2.2077 2022/11/27 23:08:15 - mmengine - INFO - Epoch(train) [18][3800/5005] lr: 9.4693e-02 eta: 9:59:27 time: 0.0706 data_time: 0.0013 memory: 1679 loss: 2.0476 2022/11/27 23:08:22 - mmengine - INFO - Epoch(train) [18][3900/5005] lr: 9.4681e-02 eta: 9:59:20 time: 0.0703 data_time: 0.0013 memory: 1679 loss: 2.2573 2022/11/27 23:08:23 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:08:29 - mmengine - INFO - Epoch(train) [18][4000/5005] lr: 9.4669e-02 eta: 9:59:13 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.2260 2022/11/27 23:08:37 - mmengine - INFO - Epoch(train) [18][4100/5005] lr: 9.4657e-02 eta: 9:59:06 time: 0.0708 data_time: 0.0013 memory: 1679 loss: 2.0306 2022/11/27 23:08:44 - mmengine - INFO - Epoch(train) [18][4200/5005] lr: 9.4646e-02 eta: 9:59:00 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.3084 2022/11/27 23:08:51 - mmengine - INFO - Epoch(train) [18][4300/5005] lr: 9.4634e-02 eta: 9:58:53 time: 0.0775 data_time: 0.0013 memory: 1679 loss: 2.1627 2022/11/27 23:08:58 - mmengine - INFO - Epoch(train) [18][4400/5005] lr: 9.4622e-02 eta: 9:58:46 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.1260 2022/11/27 23:09:05 - mmengine - INFO - Epoch(train) [18][4500/5005] lr: 9.4610e-02 eta: 9:58:40 time: 0.0703 data_time: 0.0013 memory: 1679 loss: 2.0419 2022/11/27 23:09:12 - mmengine - INFO - Epoch(train) [18][4600/5005] lr: 9.4598e-02 eta: 9:58:33 time: 0.0703 data_time: 0.0012 memory: 1679 loss: 2.3925 2022/11/27 23:09:19 - mmengine - INFO - Epoch(train) [18][4700/5005] lr: 9.4587e-02 eta: 9:58:26 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 1.9950 2022/11/27 23:09:27 - mmengine - INFO - Epoch(train) [18][4800/5005] lr: 9.4575e-02 eta: 9:58:19 time: 0.0708 data_time: 0.0015 memory: 1679 loss: 2.0015 2022/11/27 23:09:34 - mmengine - INFO - Epoch(train) [18][4900/5005] lr: 9.4563e-02 eta: 9:58:12 time: 0.0698 data_time: 0.0010 memory: 1679 loss: 2.2340 2022/11/27 23:09:35 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:09:41 - mmengine - INFO - Epoch(train) [18][5000/5005] lr: 9.4551e-02 eta: 9:58:06 time: 0.0715 data_time: 0.0020 memory: 1679 loss: 2.1997 2022/11/27 23:09:41 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:09:41 - mmengine - INFO - Saving checkpoint at 18 epochs 2022/11/27 23:09:46 - mmengine - INFO - Epoch(val) [18][100/196] eta: 0:00:04 time: 0.0381 data_time: 0.0245 memory: 1679 2022/11/27 23:09:59 - mmengine - INFO - Epoch(val) [18][196/196] accuracy/top1: 55.1360 accuracy/top5: 80.3940 2022/11/27 23:10:07 - mmengine - INFO - Epoch(train) [19][ 100/5005] lr: 9.4539e-02 eta: 9:58:01 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.1176 2022/11/27 23:10:14 - mmengine - INFO - Epoch(train) [19][ 200/5005] lr: 9.4527e-02 eta: 9:57:53 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.1789 2022/11/27 23:10:21 - mmengine - INFO - Epoch(train) [19][ 300/5005] lr: 9.4515e-02 eta: 9:57:46 time: 0.0699 data_time: 0.0014 memory: 1679 loss: 2.1126 2022/11/27 23:10:28 - mmengine - INFO - Epoch(train) [19][ 400/5005] lr: 9.4503e-02 eta: 9:57:39 time: 0.0704 data_time: 0.0013 memory: 1679 loss: 2.1318 2022/11/27 23:10:35 - mmengine - INFO - Epoch(train) [19][ 500/5005] lr: 9.4491e-02 eta: 9:57:33 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.1506 2022/11/27 23:10:42 - mmengine - INFO - Epoch(train) [19][ 600/5005] lr: 9.4479e-02 eta: 9:57:26 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 2.0566 2022/11/27 23:10:49 - mmengine - INFO - Epoch(train) [19][ 700/5005] lr: 9.4467e-02 eta: 9:57:19 time: 0.0702 data_time: 0.0012 memory: 1679 loss: 2.2652 2022/11/27 23:10:57 - mmengine - INFO - Epoch(train) [19][ 800/5005] lr: 9.4455e-02 eta: 9:57:12 time: 0.0702 data_time: 0.0011 memory: 1679 loss: 2.1490 2022/11/27 23:11:04 - mmengine - INFO - Epoch(train) [19][ 900/5005] lr: 9.4443e-02 eta: 9:57:06 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.2851 2022/11/27 23:11:04 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:11:11 - mmengine - INFO - Epoch(train) [19][1000/5005] lr: 9.4431e-02 eta: 9:56:59 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 2.0474 2022/11/27 23:11:18 - mmengine - INFO - Epoch(train) [19][1100/5005] lr: 9.4419e-02 eta: 9:56:52 time: 0.0700 data_time: 0.0011 memory: 1679 loss: 2.1034 2022/11/27 23:11:25 - mmengine - INFO - Epoch(train) [19][1200/5005] lr: 9.4407e-02 eta: 9:56:46 time: 0.0708 data_time: 0.0010 memory: 1679 loss: 2.2412 2022/11/27 23:11:32 - mmengine - INFO - Epoch(train) [19][1300/5005] lr: 9.4395e-02 eta: 9:56:39 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.4113 2022/11/27 23:11:39 - mmengine - INFO - Epoch(train) [19][1400/5005] lr: 9.4383e-02 eta: 9:56:32 time: 0.0703 data_time: 0.0013 memory: 1679 loss: 2.0877 2022/11/27 23:11:46 - mmengine - INFO - Epoch(train) [19][1500/5005] lr: 9.4371e-02 eta: 9:56:25 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.0844 2022/11/27 23:11:53 - mmengine - INFO - Epoch(train) [19][1600/5005] lr: 9.4359e-02 eta: 9:56:18 time: 0.0703 data_time: 0.0014 memory: 1679 loss: 2.1143 2022/11/27 23:12:01 - mmengine - INFO - Epoch(train) [19][1700/5005] lr: 9.4347e-02 eta: 9:56:11 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.3063 2022/11/27 23:12:08 - mmengine - INFO - Epoch(train) [19][1800/5005] lr: 9.4335e-02 eta: 9:56:05 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.3402 2022/11/27 23:12:15 - mmengine - INFO - Epoch(train) [19][1900/5005] lr: 9.4323e-02 eta: 9:55:58 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.4116 2022/11/27 23:12:15 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:12:22 - mmengine - INFO - Epoch(train) [19][2000/5005] lr: 9.4311e-02 eta: 9:55:53 time: 0.0707 data_time: 0.0010 memory: 1679 loss: 2.0463 2022/11/27 23:12:29 - mmengine - INFO - Epoch(train) [19][2100/5005] lr: 9.4298e-02 eta: 9:55:46 time: 0.0699 data_time: 0.0011 memory: 1679 loss: 2.3089 2022/11/27 23:12:36 - mmengine - INFO - Epoch(train) [19][2200/5005] lr: 9.4286e-02 eta: 9:55:39 time: 0.0702 data_time: 0.0011 memory: 1679 loss: 2.1450 2022/11/27 23:12:44 - mmengine - INFO - Epoch(train) [19][2300/5005] lr: 9.4274e-02 eta: 9:55:33 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.3980 2022/11/27 23:12:51 - mmengine - INFO - Epoch(train) [19][2400/5005] lr: 9.4262e-02 eta: 9:55:26 time: 0.0700 data_time: 0.0011 memory: 1679 loss: 2.1762 2022/11/27 23:12:58 - mmengine - INFO - Epoch(train) [19][2500/5005] lr: 9.4250e-02 eta: 9:55:19 time: 0.0708 data_time: 0.0010 memory: 1679 loss: 2.2761 2022/11/27 23:13:05 - mmengine - INFO - Epoch(train) [19][2600/5005] lr: 9.4238e-02 eta: 9:55:12 time: 0.0770 data_time: 0.0010 memory: 1679 loss: 2.2210 2022/11/27 23:13:12 - mmengine - INFO - Epoch(train) [19][2700/5005] lr: 9.4225e-02 eta: 9:55:06 time: 0.0700 data_time: 0.0010 memory: 1679 loss: 2.1887 2022/11/27 23:13:19 - mmengine - INFO - Epoch(train) [19][2800/5005] lr: 9.4213e-02 eta: 9:54:59 time: 0.0702 data_time: 0.0013 memory: 1679 loss: 2.3993 2022/11/27 23:13:26 - mmengine - INFO - Epoch(train) [19][2900/5005] lr: 9.4201e-02 eta: 9:54:52 time: 0.0707 data_time: 0.0010 memory: 1679 loss: 2.2137 2022/11/27 23:13:27 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:13:33 - mmengine - INFO - Epoch(train) [19][3000/5005] lr: 9.4189e-02 eta: 9:54:45 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.1687 2022/11/27 23:13:40 - mmengine - INFO - Epoch(train) [19][3100/5005] lr: 9.4177e-02 eta: 9:54:38 time: 0.0705 data_time: 0.0012 memory: 1679 loss: 2.3344 2022/11/27 23:13:47 - mmengine - INFO - Epoch(train) [19][3200/5005] lr: 9.4164e-02 eta: 9:54:31 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.0499 2022/11/27 23:13:54 - mmengine - INFO - Epoch(train) [19][3300/5005] lr: 9.4152e-02 eta: 9:54:24 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.3379 2022/11/27 23:14:02 - mmengine - INFO - Epoch(train) [19][3400/5005] lr: 9.4140e-02 eta: 9:54:17 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.1300 2022/11/27 23:14:09 - mmengine - INFO - Epoch(train) [19][3500/5005] lr: 9.4127e-02 eta: 9:54:11 time: 0.0701 data_time: 0.0013 memory: 1679 loss: 2.3771 2022/11/27 23:14:16 - mmengine - INFO - Epoch(train) [19][3600/5005] lr: 9.4115e-02 eta: 9:54:04 time: 0.0706 data_time: 0.0013 memory: 1679 loss: 2.2114 2022/11/27 23:14:23 - mmengine - INFO - Epoch(train) [19][3700/5005] lr: 9.4103e-02 eta: 9:53:57 time: 0.0780 data_time: 0.0011 memory: 1679 loss: 2.4714 2022/11/27 23:14:30 - mmengine - INFO - Epoch(train) [19][3800/5005] lr: 9.4090e-02 eta: 9:53:51 time: 0.0701 data_time: 0.0011 memory: 1679 loss: 2.0719 2022/11/27 23:14:37 - mmengine - INFO - Epoch(train) [19][3900/5005] lr: 9.4078e-02 eta: 9:53:44 time: 0.0704 data_time: 0.0011 memory: 1679 loss: 2.0600 2022/11/27 23:14:38 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:14:44 - mmengine - INFO - Epoch(train) [19][4000/5005] lr: 9.4066e-02 eta: 9:53:37 time: 0.0707 data_time: 0.0010 memory: 1679 loss: 2.1150 2022/11/27 23:14:51 - mmengine - INFO - Epoch(train) [19][4100/5005] lr: 9.4053e-02 eta: 9:53:30 time: 0.0701 data_time: 0.0010 memory: 1679 loss: 2.2255 2022/11/27 23:14:59 - mmengine - INFO - Epoch(train) [19][4200/5005] lr: 9.4041e-02 eta: 9:53:24 time: 0.0707 data_time: 0.0010 memory: 1679 loss: 2.4703 2022/11/27 23:15:06 - mmengine - INFO - Epoch(train) [19][4300/5005] lr: 9.4029e-02 eta: 9:53:17 time: 0.0713 data_time: 0.0010 memory: 1679 loss: 2.3186 2022/11/27 23:15:13 - mmengine - INFO - Epoch(train) [19][4400/5005] lr: 9.4016e-02 eta: 9:53:10 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 1.9873 2022/11/27 23:15:20 - mmengine - INFO - Epoch(train) [19][4500/5005] lr: 9.4004e-02 eta: 9:53:03 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.2932 2022/11/27 23:15:27 - mmengine - INFO - Epoch(train) [19][4600/5005] lr: 9.3991e-02 eta: 9:52:56 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.3437 2022/11/27 23:15:34 - mmengine - INFO - Epoch(train) [19][4700/5005] lr: 9.3979e-02 eta: 9:52:49 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.0213 2022/11/27 23:15:41 - mmengine - INFO - Epoch(train) [19][4800/5005] lr: 9.3967e-02 eta: 9:52:43 time: 0.0705 data_time: 0.0010 memory: 1679 loss: 2.3049 2022/11/27 23:15:48 - mmengine - INFO - Epoch(train) [19][4900/5005] lr: 9.3954e-02 eta: 9:52:36 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.1712 2022/11/27 23:15:49 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:15:56 - mmengine - INFO - Epoch(train) [19][5000/5005] lr: 9.3942e-02 eta: 9:52:29 time: 0.0712 data_time: 0.0020 memory: 1679 loss: 2.1045 2022/11/27 23:15:56 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:15:56 - mmengine - INFO - Saving checkpoint at 19 epochs 2022/11/27 23:16:01 - mmengine - INFO - Epoch(val) [19][100/196] eta: 0:00:04 time: 0.0403 data_time: 0.0266 memory: 1679 2022/11/27 23:16:14 - mmengine - INFO - Epoch(val) [19][196/196] accuracy/top1: 55.7740 accuracy/top5: 80.3860 2022/11/27 23:16:22 - mmengine - INFO - Epoch(train) [20][ 100/5005] lr: 9.3928e-02 eta: 9:52:23 time: 0.0702 data_time: 0.0014 memory: 1679 loss: 2.2049 2022/11/27 23:16:29 - mmengine - INFO - Epoch(train) [20][ 200/5005] lr: 9.3916e-02 eta: 9:52:17 time: 0.0702 data_time: 0.0011 memory: 1679 loss: 2.3075 2022/11/27 23:16:36 - mmengine - INFO - Epoch(train) [20][ 300/5005] lr: 9.3903e-02 eta: 9:52:10 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 1.9993 2022/11/27 23:16:43 - mmengine - INFO - Epoch(train) [20][ 400/5005] lr: 9.3891e-02 eta: 9:52:04 time: 0.0701 data_time: 0.0011 memory: 1679 loss: 2.1788 2022/11/27 23:16:50 - mmengine - INFO - Epoch(train) [20][ 500/5005] lr: 9.3878e-02 eta: 9:51:57 time: 0.0704 data_time: 0.0011 memory: 1679 loss: 2.1760 2022/11/27 23:16:57 - mmengine - INFO - Epoch(train) [20][ 600/5005] lr: 9.3866e-02 eta: 9:51:50 time: 0.0723 data_time: 0.0011 memory: 1679 loss: 2.4073 2022/11/27 23:17:04 - mmengine - INFO - Epoch(train) [20][ 700/5005] lr: 9.3853e-02 eta: 9:51:43 time: 0.0709 data_time: 0.0014 memory: 1679 loss: 2.1159 2022/11/27 23:17:12 - mmengine - INFO - Epoch(train) [20][ 800/5005] lr: 9.3841e-02 eta: 9:51:37 time: 0.0708 data_time: 0.0014 memory: 1679 loss: 2.0837 2022/11/27 23:17:19 - mmengine - INFO - Epoch(train) [20][ 900/5005] lr: 9.3828e-02 eta: 9:51:30 time: 0.0705 data_time: 0.0014 memory: 1679 loss: 2.2141 2022/11/27 23:17:19 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:17:26 - mmengine - INFO - Epoch(train) [20][1000/5005] lr: 9.3816e-02 eta: 9:51:23 time: 0.0710 data_time: 0.0013 memory: 1679 loss: 2.4047 2022/11/27 23:17:33 - mmengine - INFO - Epoch(train) [20][1100/5005] lr: 9.3803e-02 eta: 9:51:16 time: 0.0707 data_time: 0.0014 memory: 1679 loss: 2.5112 2022/11/27 23:17:40 - mmengine - INFO - Epoch(train) [20][1200/5005] lr: 9.3790e-02 eta: 9:51:09 time: 0.0702 data_time: 0.0011 memory: 1679 loss: 2.3667 2022/11/27 23:17:47 - mmengine - INFO - Epoch(train) [20][1300/5005] lr: 9.3778e-02 eta: 9:51:02 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.0461 2022/11/27 23:17:54 - mmengine - INFO - Epoch(train) [20][1400/5005] lr: 9.3765e-02 eta: 9:50:56 time: 0.0716 data_time: 0.0014 memory: 1679 loss: 2.4370 2022/11/27 23:18:01 - mmengine - INFO - Epoch(train) [20][1500/5005] lr: 9.3752e-02 eta: 9:50:49 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.0815 2022/11/27 23:18:09 - mmengine - INFO - Epoch(train) [20][1600/5005] lr: 9.3740e-02 eta: 9:50:43 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.1583 2022/11/27 23:18:16 - mmengine - INFO - Epoch(train) [20][1700/5005] lr: 9.3727e-02 eta: 9:50:37 time: 0.0830 data_time: 0.0013 memory: 1679 loss: 2.3711 2022/11/27 23:18:23 - mmengine - INFO - Epoch(train) [20][1800/5005] lr: 9.3714e-02 eta: 9:50:30 time: 0.0707 data_time: 0.0013 memory: 1679 loss: 2.2936 2022/11/27 23:18:30 - mmengine - INFO - Epoch(train) [20][1900/5005] lr: 9.3702e-02 eta: 9:50:23 time: 0.0708 data_time: 0.0010 memory: 1679 loss: 2.3067 2022/11/27 23:18:30 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:18:37 - mmengine - INFO - Epoch(train) [20][2000/5005] lr: 9.3689e-02 eta: 9:50:16 time: 0.0704 data_time: 0.0011 memory: 1679 loss: 2.1450 2022/11/27 23:18:44 - mmengine - INFO - Epoch(train) [20][2100/5005] lr: 9.3676e-02 eta: 9:50:10 time: 0.0703 data_time: 0.0012 memory: 1679 loss: 2.0577 2022/11/27 23:18:51 - mmengine - INFO - Epoch(train) [20][2200/5005] lr: 9.3664e-02 eta: 9:50:03 time: 0.0709 data_time: 0.0016 memory: 1679 loss: 2.1458 2022/11/27 23:18:59 - mmengine - INFO - Epoch(train) [20][2300/5005] lr: 9.3651e-02 eta: 9:49:57 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.3259 2022/11/27 23:19:06 - mmengine - INFO - Epoch(train) [20][2400/5005] lr: 9.3638e-02 eta: 9:49:50 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.0882 2022/11/27 23:19:13 - mmengine - INFO - Epoch(train) [20][2500/5005] lr: 9.3625e-02 eta: 9:49:43 time: 0.0706 data_time: 0.0012 memory: 1679 loss: 1.9981 2022/11/27 23:19:20 - mmengine - INFO - Epoch(train) [20][2600/5005] lr: 9.3612e-02 eta: 9:49:36 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.0529 2022/11/27 23:19:27 - mmengine - INFO - Epoch(train) [20][2700/5005] lr: 9.3600e-02 eta: 9:49:30 time: 0.0710 data_time: 0.0014 memory: 1679 loss: 2.0171 2022/11/27 23:19:34 - mmengine - INFO - Epoch(train) [20][2800/5005] lr: 9.3587e-02 eta: 9:49:23 time: 0.0704 data_time: 0.0011 memory: 1679 loss: 2.4112 2022/11/27 23:19:41 - mmengine - INFO - Epoch(train) [20][2900/5005] lr: 9.3574e-02 eta: 9:49:16 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.2080 2022/11/27 23:19:42 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:19:49 - mmengine - INFO - Epoch(train) [20][3000/5005] lr: 9.3561e-02 eta: 9:49:09 time: 0.0704 data_time: 0.0011 memory: 1679 loss: 2.1942 2022/11/27 23:19:56 - mmengine - INFO - Epoch(train) [20][3100/5005] lr: 9.3548e-02 eta: 9:49:03 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 2.1395 2022/11/27 23:20:03 - mmengine - INFO - Epoch(train) [20][3200/5005] lr: 9.3536e-02 eta: 9:48:57 time: 0.0702 data_time: 0.0012 memory: 1679 loss: 2.2461 2022/11/27 23:20:10 - mmengine - INFO - Epoch(train) [20][3300/5005] lr: 9.3523e-02 eta: 9:48:50 time: 0.0703 data_time: 0.0012 memory: 1679 loss: 2.1719 2022/11/27 23:20:17 - mmengine - INFO - Epoch(train) [20][3400/5005] lr: 9.3510e-02 eta: 9:48:43 time: 0.0699 data_time: 0.0011 memory: 1679 loss: 2.2360 2022/11/27 23:20:24 - mmengine - INFO - Epoch(train) [20][3500/5005] lr: 9.3497e-02 eta: 9:48:36 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.3349 2022/11/27 23:20:31 - mmengine - INFO - Epoch(train) [20][3600/5005] lr: 9.3484e-02 eta: 9:48:29 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.2559 2022/11/27 23:20:38 - mmengine - INFO - Epoch(train) [20][3700/5005] lr: 9.3471e-02 eta: 9:48:23 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.2279 2022/11/27 23:20:46 - mmengine - INFO - Epoch(train) [20][3800/5005] lr: 9.3458e-02 eta: 9:48:16 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.3887 2022/11/27 23:20:53 - mmengine - INFO - Epoch(train) [20][3900/5005] lr: 9.3445e-02 eta: 9:48:09 time: 0.0702 data_time: 0.0011 memory: 1679 loss: 2.2626 2022/11/27 23:20:53 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:21:00 - mmengine - INFO - Epoch(train) [20][4000/5005] lr: 9.3432e-02 eta: 9:48:02 time: 0.0704 data_time: 0.0010 memory: 1679 loss: 2.2610 2022/11/27 23:21:07 - mmengine - INFO - Epoch(train) [20][4100/5005] lr: 9.3419e-02 eta: 9:47:56 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.3636 2022/11/27 23:21:14 - mmengine - INFO - Epoch(train) [20][4200/5005] lr: 9.3406e-02 eta: 9:47:49 time: 0.0701 data_time: 0.0011 memory: 1679 loss: 2.5168 2022/11/27 23:21:21 - mmengine - INFO - Epoch(train) [20][4300/5005] lr: 9.3393e-02 eta: 9:47:43 time: 0.0713 data_time: 0.0011 memory: 1679 loss: 2.1738 2022/11/27 23:21:28 - mmengine - INFO - Epoch(train) [20][4400/5005] lr: 9.3380e-02 eta: 9:47:36 time: 0.0705 data_time: 0.0012 memory: 1679 loss: 2.2860 2022/11/27 23:21:36 - mmengine - INFO - Epoch(train) [20][4500/5005] lr: 9.3367e-02 eta: 9:47:29 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.0356 2022/11/27 23:21:43 - mmengine - INFO - Epoch(train) [20][4600/5005] lr: 9.3354e-02 eta: 9:47:22 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.1047 2022/11/27 23:21:50 - mmengine - INFO - Epoch(train) [20][4700/5005] lr: 9.3341e-02 eta: 9:47:15 time: 0.0700 data_time: 0.0011 memory: 1679 loss: 2.3055 2022/11/27 23:21:57 - mmengine - INFO - Epoch(train) [20][4800/5005] lr: 9.3328e-02 eta: 9:47:08 time: 0.0704 data_time: 0.0014 memory: 1679 loss: 2.5350 2022/11/27 23:22:04 - mmengine - INFO - Epoch(train) [20][4900/5005] lr: 9.3315e-02 eta: 9:47:02 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 2.2149 2022/11/27 23:22:04 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:22:11 - mmengine - INFO - Epoch(train) [20][5000/5005] lr: 9.3302e-02 eta: 9:46:55 time: 0.0720 data_time: 0.0019 memory: 1679 loss: 2.2400 2022/11/27 23:22:12 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:22:12 - mmengine - INFO - Saving checkpoint at 20 epochs 2022/11/27 23:22:17 - mmengine - INFO - Epoch(val) [20][100/196] eta: 0:00:03 time: 0.0363 data_time: 0.0226 memory: 1679 2022/11/27 23:22:30 - mmengine - INFO - Epoch(val) [20][196/196] accuracy/top1: 55.9900 accuracy/top5: 80.4000 2022/11/27 23:22:37 - mmengine - INFO - Epoch(train) [21][ 100/5005] lr: 9.3288e-02 eta: 9:46:49 time: 0.0704 data_time: 0.0012 memory: 1679 loss: 2.2230 2022/11/27 23:22:44 - mmengine - INFO - Epoch(train) [21][ 200/5005] lr: 9.3275e-02 eta: 9:46:42 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.2692 2022/11/27 23:22:52 - mmengine - INFO - Epoch(train) [21][ 300/5005] lr: 9.3262e-02 eta: 9:46:36 time: 0.0706 data_time: 0.0013 memory: 1679 loss: 2.2063 2022/11/27 23:22:59 - mmengine - INFO - Epoch(train) [21][ 400/5005] lr: 9.3249e-02 eta: 9:46:29 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 2.1845 2022/11/27 23:23:06 - mmengine - INFO - Epoch(train) [21][ 500/5005] lr: 9.3236e-02 eta: 9:46:22 time: 0.0702 data_time: 0.0012 memory: 1679 loss: 2.0780 2022/11/27 23:23:13 - mmengine - INFO - Epoch(train) [21][ 600/5005] lr: 9.3223e-02 eta: 9:46:15 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 1.9676 2022/11/27 23:23:20 - mmengine - INFO - Epoch(train) [21][ 700/5005] lr: 9.3210e-02 eta: 9:46:08 time: 0.0703 data_time: 0.0012 memory: 1679 loss: 2.1716 2022/11/27 23:23:27 - mmengine - INFO - Epoch(train) [21][ 800/5005] lr: 9.3196e-02 eta: 9:46:01 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 2.4414 2022/11/27 23:23:34 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:23:34 - mmengine - INFO - Epoch(train) [21][ 900/5005] lr: 9.3183e-02 eta: 9:45:54 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.1969 2022/11/27 23:23:41 - mmengine - INFO - Epoch(train) [21][1000/5005] lr: 9.3170e-02 eta: 9:45:48 time: 0.0707 data_time: 0.0010 memory: 1679 loss: 2.2526 2022/11/27 23:23:48 - mmengine - INFO - Epoch(train) [21][1100/5005] lr: 9.3157e-02 eta: 9:45:41 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.1993 2022/11/27 23:23:56 - mmengine - INFO - Epoch(train) [21][1200/5005] lr: 9.3144e-02 eta: 9:45:34 time: 0.0704 data_time: 0.0011 memory: 1679 loss: 2.1493 2022/11/27 23:24:03 - mmengine - INFO - Epoch(train) [21][1300/5005] lr: 9.3130e-02 eta: 9:45:27 time: 0.0710 data_time: 0.0011 memory: 1679 loss: 2.4105 2022/11/27 23:24:10 - mmengine - INFO - Epoch(train) [21][1400/5005] lr: 9.3117e-02 eta: 9:45:21 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.4611 2022/11/27 23:24:17 - mmengine - INFO - Epoch(train) [21][1500/5005] lr: 9.3104e-02 eta: 9:45:15 time: 0.0779 data_time: 0.0011 memory: 1679 loss: 2.1678 2022/11/27 23:24:24 - mmengine - INFO - Epoch(train) [21][1600/5005] lr: 9.3091e-02 eta: 9:45:08 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.3385 2022/11/27 23:24:31 - mmengine - INFO - Epoch(train) [21][1700/5005] lr: 9.3077e-02 eta: 9:45:01 time: 0.0706 data_time: 0.0012 memory: 1679 loss: 2.4972 2022/11/27 23:24:38 - mmengine - INFO - Epoch(train) [21][1800/5005] lr: 9.3064e-02 eta: 9:44:54 time: 0.0704 data_time: 0.0011 memory: 1679 loss: 2.0804 2022/11/27 23:24:46 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:24:46 - mmengine - INFO - Epoch(train) [21][1900/5005] lr: 9.3051e-02 eta: 9:44:47 time: 0.0702 data_time: 0.0010 memory: 1679 loss: 2.1057 2022/11/27 23:24:53 - mmengine - INFO - Epoch(train) [21][2000/5005] lr: 9.3038e-02 eta: 9:44:40 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.1647 2022/11/27 23:25:00 - mmengine - INFO - Epoch(train) [21][2100/5005] lr: 9.3024e-02 eta: 9:44:33 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.1496 2022/11/27 23:25:07 - mmengine - INFO - Epoch(train) [21][2200/5005] lr: 9.3011e-02 eta: 9:44:27 time: 0.0712 data_time: 0.0011 memory: 1679 loss: 2.3013 2022/11/27 23:25:14 - mmengine - INFO - Epoch(train) [21][2300/5005] lr: 9.2998e-02 eta: 9:44:20 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 2.2227 2022/11/27 23:25:21 - mmengine - INFO - Epoch(train) [21][2400/5005] lr: 9.2984e-02 eta: 9:44:13 time: 0.0714 data_time: 0.0011 memory: 1679 loss: 1.9800 2022/11/27 23:25:28 - mmengine - INFO - Epoch(train) [21][2500/5005] lr: 9.2971e-02 eta: 9:44:06 time: 0.0705 data_time: 0.0014 memory: 1679 loss: 2.3706 2022/11/27 23:25:35 - mmengine - INFO - Epoch(train) [21][2600/5005] lr: 9.2957e-02 eta: 9:43:59 time: 0.0704 data_time: 0.0011 memory: 1679 loss: 2.2657 2022/11/27 23:25:43 - mmengine - INFO - Epoch(train) [21][2700/5005] lr: 9.2944e-02 eta: 9:43:53 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.0783 2022/11/27 23:25:50 - mmengine - INFO - Epoch(train) [21][2800/5005] lr: 9.2931e-02 eta: 9:43:46 time: 0.0794 data_time: 0.0014 memory: 1679 loss: 2.4438 2022/11/27 23:25:57 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:25:57 - mmengine - INFO - Epoch(train) [21][2900/5005] lr: 9.2917e-02 eta: 9:43:40 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.2731 2022/11/27 23:26:04 - mmengine - INFO - Epoch(train) [21][3000/5005] lr: 9.2904e-02 eta: 9:43:33 time: 0.0704 data_time: 0.0011 memory: 1679 loss: 2.0518 2022/11/27 23:26:11 - mmengine - INFO - Epoch(train) [21][3100/5005] lr: 9.2890e-02 eta: 9:43:26 time: 0.0710 data_time: 0.0010 memory: 1679 loss: 2.2058 2022/11/27 23:26:18 - mmengine - INFO - Epoch(train) [21][3200/5005] lr: 9.2877e-02 eta: 9:43:19 time: 0.0702 data_time: 0.0011 memory: 1679 loss: 2.2333 2022/11/27 23:26:25 - mmengine - INFO - Epoch(train) [21][3300/5005] lr: 9.2863e-02 eta: 9:43:13 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.0438 2022/11/27 23:26:32 - mmengine - INFO - Epoch(train) [21][3400/5005] lr: 9.2850e-02 eta: 9:43:06 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.0545 2022/11/27 23:26:40 - mmengine - INFO - Epoch(train) [21][3500/5005] lr: 9.2836e-02 eta: 9:42:59 time: 0.0701 data_time: 0.0011 memory: 1679 loss: 2.3814 2022/11/27 23:26:47 - mmengine - INFO - Epoch(train) [21][3600/5005] lr: 9.2823e-02 eta: 9:42:52 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.2779 2022/11/27 23:26:54 - mmengine - INFO - Epoch(train) [21][3700/5005] lr: 9.2809e-02 eta: 9:42:45 time: 0.0702 data_time: 0.0011 memory: 1679 loss: 2.2263 2022/11/27 23:27:01 - mmengine - INFO - Epoch(train) [21][3800/5005] lr: 9.2796e-02 eta: 9:42:38 time: 0.0715 data_time: 0.0012 memory: 1679 loss: 2.3036 2022/11/27 23:27:08 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:27:08 - mmengine - INFO - Epoch(train) [21][3900/5005] lr: 9.2782e-02 eta: 9:42:32 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.2608 2022/11/27 23:27:15 - mmengine - INFO - Epoch(train) [21][4000/5005] lr: 9.2769e-02 eta: 9:42:25 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.2550 2022/11/27 23:27:23 - mmengine - INFO - Epoch(train) [21][4100/5005] lr: 9.2755e-02 eta: 9:42:19 time: 0.0778 data_time: 0.0011 memory: 1679 loss: 1.9779 2022/11/27 23:27:30 - mmengine - INFO - Epoch(train) [21][4200/5005] lr: 9.2742e-02 eta: 9:42:12 time: 0.0796 data_time: 0.0011 memory: 1679 loss: 2.1783 2022/11/27 23:27:37 - mmengine - INFO - Epoch(train) [21][4300/5005] lr: 9.2728e-02 eta: 9:42:06 time: 0.0709 data_time: 0.0015 memory: 1679 loss: 2.2444 2022/11/27 23:27:44 - mmengine - INFO - Epoch(train) [21][4400/5005] lr: 9.2715e-02 eta: 9:41:59 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.2508 2022/11/27 23:27:51 - mmengine - INFO - Epoch(train) [21][4500/5005] lr: 9.2701e-02 eta: 9:41:52 time: 0.0704 data_time: 0.0011 memory: 1679 loss: 2.3568 2022/11/27 23:27:58 - mmengine - INFO - Epoch(train) [21][4600/5005] lr: 9.2687e-02 eta: 9:41:46 time: 0.0715 data_time: 0.0011 memory: 1679 loss: 2.2198 2022/11/27 23:28:05 - mmengine - INFO - Epoch(train) [21][4700/5005] lr: 9.2674e-02 eta: 9:41:39 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.1722 2022/11/27 23:28:13 - mmengine - INFO - Epoch(train) [21][4800/5005] lr: 9.2660e-02 eta: 9:41:32 time: 0.0706 data_time: 0.0013 memory: 1679 loss: 2.0695 2022/11/27 23:28:20 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:28:20 - mmengine - INFO - Epoch(train) [21][4900/5005] lr: 9.2646e-02 eta: 9:41:26 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.1637 2022/11/27 23:28:27 - mmengine - INFO - Epoch(train) [21][5000/5005] lr: 9.2633e-02 eta: 9:41:19 time: 0.0715 data_time: 0.0019 memory: 1679 loss: 2.2815 2022/11/27 23:28:27 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:28:27 - mmengine - INFO - Saving checkpoint at 21 epochs 2022/11/27 23:28:32 - mmengine - INFO - Epoch(val) [21][100/196] eta: 0:00:03 time: 0.0369 data_time: 0.0231 memory: 1679 2022/11/27 23:28:45 - mmengine - INFO - Epoch(val) [21][196/196] accuracy/top1: 55.5980 accuracy/top5: 80.0520 2022/11/27 23:28:53 - mmengine - INFO - Epoch(train) [22][ 100/5005] lr: 9.2618e-02 eta: 9:41:13 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.1159 2022/11/27 23:29:00 - mmengine - INFO - Epoch(train) [22][ 200/5005] lr: 9.2605e-02 eta: 9:41:06 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.3040 2022/11/27 23:29:07 - mmengine - INFO - Epoch(train) [22][ 300/5005] lr: 9.2591e-02 eta: 9:40:59 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.0122 2022/11/27 23:29:14 - mmengine - INFO - Epoch(train) [22][ 400/5005] lr: 9.2577e-02 eta: 9:40:52 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.0382 2022/11/27 23:29:21 - mmengine - INFO - Epoch(train) [22][ 500/5005] lr: 9.2564e-02 eta: 9:40:46 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 1.9682 2022/11/27 23:29:29 - mmengine - INFO - Epoch(train) [22][ 600/5005] lr: 9.2550e-02 eta: 9:40:40 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.0477 2022/11/27 23:29:36 - mmengine - INFO - Epoch(train) [22][ 700/5005] lr: 9.2536e-02 eta: 9:40:33 time: 0.0711 data_time: 0.0011 memory: 1679 loss: 2.1665 2022/11/27 23:29:43 - mmengine - INFO - Epoch(train) [22][ 800/5005] lr: 9.2522e-02 eta: 9:40:26 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.3037 2022/11/27 23:29:50 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:29:50 - mmengine - INFO - Epoch(train) [22][ 900/5005] lr: 9.2509e-02 eta: 9:40:19 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.0937 2022/11/27 23:29:57 - mmengine - INFO - Epoch(train) [22][1000/5005] lr: 9.2495e-02 eta: 9:40:12 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 1.9595 2022/11/27 23:30:04 - mmengine - INFO - Epoch(train) [22][1100/5005] lr: 9.2481e-02 eta: 9:40:05 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.1934 2022/11/27 23:30:11 - mmengine - INFO - Epoch(train) [22][1200/5005] lr: 9.2467e-02 eta: 9:39:59 time: 0.0798 data_time: 0.0011 memory: 1679 loss: 2.1883 2022/11/27 23:30:19 - mmengine - INFO - Epoch(train) [22][1300/5005] lr: 9.2454e-02 eta: 9:39:52 time: 0.0714 data_time: 0.0011 memory: 1679 loss: 2.0016 2022/11/27 23:30:26 - mmengine - INFO - Epoch(train) [22][1400/5005] lr: 9.2440e-02 eta: 9:39:45 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.0766 2022/11/27 23:30:33 - mmengine - INFO - Epoch(train) [22][1500/5005] lr: 9.2426e-02 eta: 9:39:38 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.2598 2022/11/27 23:30:40 - mmengine - INFO - Epoch(train) [22][1600/5005] lr: 9.2412e-02 eta: 9:39:32 time: 0.0758 data_time: 0.0013 memory: 1679 loss: 2.2291 2022/11/27 23:30:47 - mmengine - INFO - Epoch(train) [22][1700/5005] lr: 9.2398e-02 eta: 9:39:26 time: 0.0699 data_time: 0.0012 memory: 1679 loss: 2.1507 2022/11/27 23:30:54 - mmengine - INFO - Epoch(train) [22][1800/5005] lr: 9.2384e-02 eta: 9:39:19 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.2566 2022/11/27 23:31:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:31:01 - mmengine - INFO - Epoch(train) [22][1900/5005] lr: 9.2370e-02 eta: 9:39:12 time: 0.0705 data_time: 0.0017 memory: 1679 loss: 2.3581 2022/11/27 23:31:09 - mmengine - INFO - Epoch(train) [22][2000/5005] lr: 9.2357e-02 eta: 9:39:05 time: 0.0714 data_time: 0.0012 memory: 1679 loss: 2.1243 2022/11/27 23:31:16 - mmengine - INFO - Epoch(train) [22][2100/5005] lr: 9.2343e-02 eta: 9:38:58 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 2.1399 2022/11/27 23:31:23 - mmengine - INFO - Epoch(train) [22][2200/5005] lr: 9.2329e-02 eta: 9:38:52 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.3648 2022/11/27 23:31:30 - mmengine - INFO - Epoch(train) [22][2300/5005] lr: 9.2315e-02 eta: 9:38:45 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.3024 2022/11/27 23:31:37 - mmengine - INFO - Epoch(train) [22][2400/5005] lr: 9.2301e-02 eta: 9:38:39 time: 0.0701 data_time: 0.0011 memory: 1679 loss: 2.2010 2022/11/27 23:31:44 - mmengine - INFO - Epoch(train) [22][2500/5005] lr: 9.2287e-02 eta: 9:38:32 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 2.2214 2022/11/27 23:31:51 - mmengine - INFO - Epoch(train) [22][2600/5005] lr: 9.2273e-02 eta: 9:38:25 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.4153 2022/11/27 23:31:59 - mmengine - INFO - Epoch(train) [22][2700/5005] lr: 9.2259e-02 eta: 9:38:18 time: 0.0703 data_time: 0.0010 memory: 1679 loss: 2.0950 2022/11/27 23:32:06 - mmengine - INFO - Epoch(train) [22][2800/5005] lr: 9.2245e-02 eta: 9:38:11 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.2582 2022/11/27 23:32:13 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:32:13 - mmengine - INFO - Epoch(train) [22][2900/5005] lr: 9.2231e-02 eta: 9:38:05 time: 0.0710 data_time: 0.0013 memory: 1679 loss: 2.1365 2022/11/27 23:32:20 - mmengine - INFO - Epoch(train) [22][3000/5005] lr: 9.2217e-02 eta: 9:37:58 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.3460 2022/11/27 23:32:27 - mmengine - INFO - Epoch(train) [22][3100/5005] lr: 9.2203e-02 eta: 9:37:51 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.1995 2022/11/27 23:32:34 - mmengine - INFO - Epoch(train) [22][3200/5005] lr: 9.2189e-02 eta: 9:37:44 time: 0.0782 data_time: 0.0011 memory: 1679 loss: 2.3016 2022/11/27 23:32:41 - mmengine - INFO - Epoch(train) [22][3300/5005] lr: 9.2175e-02 eta: 9:37:38 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.5374 2022/11/27 23:32:49 - mmengine - INFO - Epoch(train) [22][3400/5005] lr: 9.2161e-02 eta: 9:37:31 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.2949 2022/11/27 23:32:56 - mmengine - INFO - Epoch(train) [22][3500/5005] lr: 9.2147e-02 eta: 9:37:24 time: 0.0714 data_time: 0.0011 memory: 1679 loss: 2.0866 2022/11/27 23:33:03 - mmengine - INFO - Epoch(train) [22][3600/5005] lr: 9.2133e-02 eta: 9:37:17 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.1454 2022/11/27 23:33:10 - mmengine - INFO - Epoch(train) [22][3700/5005] lr: 9.2119e-02 eta: 9:37:11 time: 0.0798 data_time: 0.0011 memory: 1679 loss: 2.1328 2022/11/27 23:33:17 - mmengine - INFO - Epoch(train) [22][3800/5005] lr: 9.2104e-02 eta: 9:37:04 time: 0.0711 data_time: 0.0011 memory: 1679 loss: 2.3803 2022/11/27 23:33:24 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:33:24 - mmengine - INFO - Epoch(train) [22][3900/5005] lr: 9.2090e-02 eta: 9:36:58 time: 0.0704 data_time: 0.0011 memory: 1679 loss: 2.2790 2022/11/27 23:33:32 - mmengine - INFO - Epoch(train) [22][4000/5005] lr: 9.2076e-02 eta: 9:36:52 time: 0.0707 data_time: 0.0012 memory: 1679 loss: 2.0372 2022/11/27 23:33:39 - mmengine - INFO - Epoch(train) [22][4100/5005] lr: 9.2062e-02 eta: 9:36:45 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.3913 2022/11/27 23:33:46 - mmengine - INFO - Epoch(train) [22][4200/5005] lr: 9.2048e-02 eta: 9:36:38 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.1628 2022/11/27 23:33:53 - mmengine - INFO - Epoch(train) [22][4300/5005] lr: 9.2034e-02 eta: 9:36:32 time: 0.0703 data_time: 0.0012 memory: 1679 loss: 2.4550 2022/11/27 23:34:00 - mmengine - INFO - Epoch(train) [22][4400/5005] lr: 9.2020e-02 eta: 9:36:25 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.1137 2022/11/27 23:34:07 - mmengine - INFO - Epoch(train) [22][4500/5005] lr: 9.2005e-02 eta: 9:36:18 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 2.1842 2022/11/27 23:34:15 - mmengine - INFO - Epoch(train) [22][4600/5005] lr: 9.1991e-02 eta: 9:36:11 time: 0.0718 data_time: 0.0012 memory: 1679 loss: 2.0609 2022/11/27 23:34:22 - mmengine - INFO - Epoch(train) [22][4700/5005] lr: 9.1977e-02 eta: 9:36:04 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.0671 2022/11/27 23:34:29 - mmengine - INFO - Epoch(train) [22][4800/5005] lr: 9.1963e-02 eta: 9:35:58 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.0181 2022/11/27 23:34:36 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:34:36 - mmengine - INFO - Epoch(train) [22][4900/5005] lr: 9.1949e-02 eta: 9:35:51 time: 0.0705 data_time: 0.0012 memory: 1679 loss: 2.3219 2022/11/27 23:34:43 - mmengine - INFO - Epoch(train) [22][5000/5005] lr: 9.1934e-02 eta: 9:35:44 time: 0.0721 data_time: 0.0020 memory: 1679 loss: 2.0884 2022/11/27 23:34:44 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:34:44 - mmengine - INFO - Saving checkpoint at 22 epochs 2022/11/27 23:34:49 - mmengine - INFO - Epoch(val) [22][100/196] eta: 0:00:03 time: 0.0365 data_time: 0.0227 memory: 1679 2022/11/27 23:35:02 - mmengine - INFO - Epoch(val) [22][196/196] accuracy/top1: 57.0720 accuracy/top5: 81.4340 2022/11/27 23:35:09 - mmengine - INFO - Epoch(train) [23][ 100/5005] lr: 9.1919e-02 eta: 9:35:38 time: 0.0715 data_time: 0.0012 memory: 1679 loss: 2.1045 2022/11/27 23:35:16 - mmengine - INFO - Epoch(train) [23][ 200/5005] lr: 9.1905e-02 eta: 9:35:31 time: 0.0709 data_time: 0.0014 memory: 1679 loss: 2.0338 2022/11/27 23:35:23 - mmengine - INFO - Epoch(train) [23][ 300/5005] lr: 9.1891e-02 eta: 9:35:24 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.1941 2022/11/27 23:35:30 - mmengine - INFO - Epoch(train) [23][ 400/5005] lr: 9.1877e-02 eta: 9:35:18 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.2811 2022/11/27 23:35:38 - mmengine - INFO - Epoch(train) [23][ 500/5005] lr: 9.1862e-02 eta: 9:35:11 time: 0.0709 data_time: 0.0015 memory: 1679 loss: 2.3177 2022/11/27 23:35:45 - mmengine - INFO - Epoch(train) [23][ 600/5005] lr: 9.1848e-02 eta: 9:35:05 time: 0.0711 data_time: 0.0015 memory: 1679 loss: 2.2008 2022/11/27 23:35:52 - mmengine - INFO - Epoch(train) [23][ 700/5005] lr: 9.1834e-02 eta: 9:34:58 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.0756 2022/11/27 23:35:59 - mmengine - INFO - Epoch(train) [23][ 800/5005] lr: 9.1819e-02 eta: 9:34:51 time: 0.0716 data_time: 0.0011 memory: 1679 loss: 2.1325 2022/11/27 23:36:06 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:36:07 - mmengine - INFO - Epoch(train) [23][ 900/5005] lr: 9.1805e-02 eta: 9:34:45 time: 0.0703 data_time: 0.0013 memory: 1679 loss: 2.0206 2022/11/27 23:36:14 - mmengine - INFO - Epoch(train) [23][1000/5005] lr: 9.1791e-02 eta: 9:34:38 time: 0.0710 data_time: 0.0011 memory: 1679 loss: 2.2498 2022/11/27 23:36:21 - mmengine - INFO - Epoch(train) [23][1100/5005] lr: 9.1776e-02 eta: 9:34:31 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.2757 2022/11/27 23:36:28 - mmengine - INFO - Epoch(train) [23][1200/5005] lr: 9.1762e-02 eta: 9:34:25 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.2345 2022/11/27 23:36:35 - mmengine - INFO - Epoch(train) [23][1300/5005] lr: 9.1748e-02 eta: 9:34:18 time: 0.0704 data_time: 0.0011 memory: 1679 loss: 2.2791 2022/11/27 23:36:42 - mmengine - INFO - Epoch(train) [23][1400/5005] lr: 9.1733e-02 eta: 9:34:11 time: 0.0710 data_time: 0.0011 memory: 1679 loss: 2.0831 2022/11/27 23:36:49 - mmengine - INFO - Epoch(train) [23][1500/5005] lr: 9.1719e-02 eta: 9:34:05 time: 0.0710 data_time: 0.0011 memory: 1679 loss: 2.1897 2022/11/27 23:36:57 - mmengine - INFO - Epoch(train) [23][1600/5005] lr: 9.1704e-02 eta: 9:33:58 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.0525 2022/11/27 23:37:04 - mmengine - INFO - Epoch(train) [23][1700/5005] lr: 9.1690e-02 eta: 9:33:51 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.2199 2022/11/27 23:37:11 - mmengine - INFO - Epoch(train) [23][1800/5005] lr: 9.1675e-02 eta: 9:33:44 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.2745 2022/11/27 23:37:17 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:37:18 - mmengine - INFO - Epoch(train) [23][1900/5005] lr: 9.1661e-02 eta: 9:33:38 time: 0.0702 data_time: 0.0011 memory: 1679 loss: 2.3321 2022/11/27 23:37:25 - mmengine - INFO - Epoch(train) [23][2000/5005] lr: 9.1646e-02 eta: 9:33:31 time: 0.0714 data_time: 0.0011 memory: 1679 loss: 2.1255 2022/11/27 23:37:33 - mmengine - INFO - Epoch(train) [23][2100/5005] lr: 9.1632e-02 eta: 9:33:25 time: 0.0710 data_time: 0.0017 memory: 1679 loss: 1.9976 2022/11/27 23:37:40 - mmengine - INFO - Epoch(train) [23][2200/5005] lr: 9.1618e-02 eta: 9:33:18 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.1498 2022/11/27 23:37:47 - mmengine - INFO - Epoch(train) [23][2300/5005] lr: 9.1603e-02 eta: 9:33:12 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.2590 2022/11/27 23:37:54 - mmengine - INFO - Epoch(train) [23][2400/5005] lr: 9.1589e-02 eta: 9:33:05 time: 0.0706 data_time: 0.0014 memory: 1679 loss: 2.2697 2022/11/27 23:38:01 - mmengine - INFO - Epoch(train) [23][2500/5005] lr: 9.1574e-02 eta: 9:32:58 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.0281 2022/11/27 23:38:08 - mmengine - INFO - Epoch(train) [23][2600/5005] lr: 9.1559e-02 eta: 9:32:51 time: 0.0707 data_time: 0.0012 memory: 1679 loss: 2.2648 2022/11/27 23:38:15 - mmengine - INFO - Epoch(train) [23][2700/5005] lr: 9.1545e-02 eta: 9:32:44 time: 0.0705 data_time: 0.0015 memory: 1679 loss: 2.0672 2022/11/27 23:38:23 - mmengine - INFO - Epoch(train) [23][2800/5005] lr: 9.1530e-02 eta: 9:32:37 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.1414 2022/11/27 23:38:29 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:38:30 - mmengine - INFO - Epoch(train) [23][2900/5005] lr: 9.1516e-02 eta: 9:32:31 time: 0.0708 data_time: 0.0014 memory: 1679 loss: 2.0512 2022/11/27 23:38:37 - mmengine - INFO - Epoch(train) [23][3000/5005] lr: 9.1501e-02 eta: 9:32:24 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.3033 2022/11/27 23:38:44 - mmengine - INFO - Epoch(train) [23][3100/5005] lr: 9.1487e-02 eta: 9:32:17 time: 0.0705 data_time: 0.0012 memory: 1679 loss: 2.1695 2022/11/27 23:38:51 - mmengine - INFO - Epoch(train) [23][3200/5005] lr: 9.1472e-02 eta: 9:32:10 time: 0.0704 data_time: 0.0012 memory: 1679 loss: 1.9050 2022/11/27 23:38:58 - mmengine - INFO - Epoch(train) [23][3300/5005] lr: 9.1457e-02 eta: 9:32:03 time: 0.0711 data_time: 0.0011 memory: 1679 loss: 2.3253 2022/11/27 23:39:06 - mmengine - INFO - Epoch(train) [23][3400/5005] lr: 9.1443e-02 eta: 9:31:57 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.2114 2022/11/27 23:39:13 - mmengine - INFO - Epoch(train) [23][3500/5005] lr: 9.1428e-02 eta: 9:31:51 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.0790 2022/11/27 23:39:20 - mmengine - INFO - Epoch(train) [23][3600/5005] lr: 9.1413e-02 eta: 9:31:44 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 2.1620 2022/11/27 23:39:27 - mmengine - INFO - Epoch(train) [23][3700/5005] lr: 9.1399e-02 eta: 9:31:37 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 1.8996 2022/11/27 23:39:34 - mmengine - INFO - Epoch(train) [23][3800/5005] lr: 9.1384e-02 eta: 9:31:30 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 2.2107 2022/11/27 23:39:41 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:39:41 - mmengine - INFO - Epoch(train) [23][3900/5005] lr: 9.1369e-02 eta: 9:31:23 time: 0.0709 data_time: 0.0014 memory: 1679 loss: 2.0701 2022/11/27 23:39:49 - mmengine - INFO - Epoch(train) [23][4000/5005] lr: 9.1355e-02 eta: 9:31:17 time: 0.0715 data_time: 0.0017 memory: 1679 loss: 2.2571 2022/11/27 23:39:56 - mmengine - INFO - Epoch(train) [23][4100/5005] lr: 9.1340e-02 eta: 9:31:10 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.1700 2022/11/27 23:40:03 - mmengine - INFO - Epoch(train) [23][4200/5005] lr: 9.1325e-02 eta: 9:31:03 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.0931 2022/11/27 23:40:10 - mmengine - INFO - Epoch(train) [23][4300/5005] lr: 9.1311e-02 eta: 9:30:57 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.3312 2022/11/27 23:40:17 - mmengine - INFO - Epoch(train) [23][4400/5005] lr: 9.1296e-02 eta: 9:30:50 time: 0.0703 data_time: 0.0011 memory: 1679 loss: 2.2314 2022/11/27 23:40:24 - mmengine - INFO - Epoch(train) [23][4500/5005] lr: 9.1281e-02 eta: 9:30:43 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.2150 2022/11/27 23:40:32 - mmengine - INFO - Epoch(train) [23][4600/5005] lr: 9.1266e-02 eta: 9:30:36 time: 0.0702 data_time: 0.0011 memory: 1679 loss: 2.2434 2022/11/27 23:40:39 - mmengine - INFO - Epoch(train) [23][4700/5005] lr: 9.1252e-02 eta: 9:30:29 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.1776 2022/11/27 23:40:46 - mmengine - INFO - Epoch(train) [23][4800/5005] lr: 9.1237e-02 eta: 9:30:22 time: 0.0714 data_time: 0.0011 memory: 1679 loss: 2.3323 2022/11/27 23:40:52 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:40:53 - mmengine - INFO - Epoch(train) [23][4900/5005] lr: 9.1222e-02 eta: 9:30:16 time: 0.0715 data_time: 0.0016 memory: 1679 loss: 2.0943 2022/11/27 23:41:00 - mmengine - INFO - Epoch(train) [23][5000/5005] lr: 9.1207e-02 eta: 9:30:10 time: 0.0722 data_time: 0.0022 memory: 1679 loss: 2.1311 2022/11/27 23:41:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:41:01 - mmengine - INFO - Saving checkpoint at 23 epochs 2022/11/27 23:41:06 - mmengine - INFO - Epoch(val) [23][100/196] eta: 0:00:03 time: 0.0369 data_time: 0.0233 memory: 1679 2022/11/27 23:41:19 - mmengine - INFO - Epoch(val) [23][196/196] accuracy/top1: 56.9940 accuracy/top5: 80.9980 2022/11/27 23:41:26 - mmengine - INFO - Epoch(train) [24][ 100/5005] lr: 9.1192e-02 eta: 9:30:04 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 2.0148 2022/11/27 23:41:33 - mmengine - INFO - Epoch(train) [24][ 200/5005] lr: 9.1177e-02 eta: 9:29:57 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 1.9406 2022/11/27 23:41:41 - mmengine - INFO - Epoch(train) [24][ 300/5005] lr: 9.1162e-02 eta: 9:29:50 time: 0.0711 data_time: 0.0013 memory: 1679 loss: 1.9193 2022/11/27 23:41:48 - mmengine - INFO - Epoch(train) [24][ 400/5005] lr: 9.1147e-02 eta: 9:29:44 time: 0.0717 data_time: 0.0011 memory: 1679 loss: 2.2443 2022/11/27 23:41:55 - mmengine - INFO - Epoch(train) [24][ 500/5005] lr: 9.1132e-02 eta: 9:29:37 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.3024 2022/11/27 23:42:02 - mmengine - INFO - Epoch(train) [24][ 600/5005] lr: 9.1117e-02 eta: 9:29:30 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.2483 2022/11/27 23:42:09 - mmengine - INFO - Epoch(train) [24][ 700/5005] lr: 9.1102e-02 eta: 9:29:24 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.1974 2022/11/27 23:42:17 - mmengine - INFO - Epoch(train) [24][ 800/5005] lr: 9.1088e-02 eta: 9:29:17 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.1663 2022/11/27 23:42:23 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:42:24 - mmengine - INFO - Epoch(train) [24][ 900/5005] lr: 9.1073e-02 eta: 9:29:10 time: 0.0710 data_time: 0.0014 memory: 1679 loss: 2.1599 2022/11/27 23:42:31 - mmengine - INFO - Epoch(train) [24][1000/5005] lr: 9.1058e-02 eta: 9:29:03 time: 0.0709 data_time: 0.0016 memory: 1679 loss: 2.1728 2022/11/27 23:42:38 - mmengine - INFO - Epoch(train) [24][1100/5005] lr: 9.1043e-02 eta: 9:28:57 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.1675 2022/11/27 23:42:45 - mmengine - INFO - Epoch(train) [24][1200/5005] lr: 9.1028e-02 eta: 9:28:50 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.2900 2022/11/27 23:42:52 - mmengine - INFO - Epoch(train) [24][1300/5005] lr: 9.1013e-02 eta: 9:28:43 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.1073 2022/11/27 23:42:59 - mmengine - INFO - Epoch(train) [24][1400/5005] lr: 9.0998e-02 eta: 9:28:36 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.0906 2022/11/27 23:43:07 - mmengine - INFO - Epoch(train) [24][1500/5005] lr: 9.0983e-02 eta: 9:28:29 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 1.7974 2022/11/27 23:43:14 - mmengine - INFO - Epoch(train) [24][1600/5005] lr: 9.0968e-02 eta: 9:28:23 time: 0.0704 data_time: 0.0012 memory: 1679 loss: 2.3529 2022/11/27 23:43:21 - mmengine - INFO - Epoch(train) [24][1700/5005] lr: 9.0953e-02 eta: 9:28:16 time: 0.0705 data_time: 0.0013 memory: 1679 loss: 2.1592 2022/11/27 23:43:28 - mmengine - INFO - Epoch(train) [24][1800/5005] lr: 9.0938e-02 eta: 9:28:09 time: 0.0768 data_time: 0.0012 memory: 1679 loss: 2.1534 2022/11/27 23:43:34 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:43:36 - mmengine - INFO - Epoch(train) [24][1900/5005] lr: 9.0923e-02 eta: 9:28:03 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.1023 2022/11/27 23:43:43 - mmengine - INFO - Epoch(train) [24][2000/5005] lr: 9.0908e-02 eta: 9:27:56 time: 0.0712 data_time: 0.0011 memory: 1679 loss: 2.1133 2022/11/27 23:43:50 - mmengine - INFO - Epoch(train) [24][2100/5005] lr: 9.0893e-02 eta: 9:27:50 time: 0.0752 data_time: 0.0011 memory: 1679 loss: 2.0467 2022/11/27 23:43:57 - mmengine - INFO - Epoch(train) [24][2200/5005] lr: 9.0878e-02 eta: 9:27:43 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.2216 2022/11/27 23:44:04 - mmengine - INFO - Epoch(train) [24][2300/5005] lr: 9.0863e-02 eta: 9:27:36 time: 0.0714 data_time: 0.0011 memory: 1679 loss: 2.1727 2022/11/27 23:44:11 - mmengine - INFO - Epoch(train) [24][2400/5005] lr: 9.0848e-02 eta: 9:27:29 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.3340 2022/11/27 23:44:19 - mmengine - INFO - Epoch(train) [24][2500/5005] lr: 9.0833e-02 eta: 9:27:23 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.1473 2022/11/27 23:44:26 - mmengine - INFO - Epoch(train) [24][2600/5005] lr: 9.0818e-02 eta: 9:27:16 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.3206 2022/11/27 23:44:33 - mmengine - INFO - Epoch(train) [24][2700/5005] lr: 9.0802e-02 eta: 9:27:09 time: 0.0711 data_time: 0.0011 memory: 1679 loss: 2.0891 2022/11/27 23:44:40 - mmengine - INFO - Epoch(train) [24][2800/5005] lr: 9.0787e-02 eta: 9:27:02 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.3339 2022/11/27 23:44:46 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:44:47 - mmengine - INFO - Epoch(train) [24][2900/5005] lr: 9.0772e-02 eta: 9:26:56 time: 0.0718 data_time: 0.0012 memory: 1679 loss: 2.1455 2022/11/27 23:44:54 - mmengine - INFO - Epoch(train) [24][3000/5005] lr: 9.0757e-02 eta: 9:26:49 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.1042 2022/11/27 23:45:02 - mmengine - INFO - Epoch(train) [24][3100/5005] lr: 9.0742e-02 eta: 9:26:42 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.2302 2022/11/27 23:45:09 - mmengine - INFO - Epoch(train) [24][3200/5005] lr: 9.0727e-02 eta: 9:26:35 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.0706 2022/11/27 23:45:16 - mmengine - INFO - Epoch(train) [24][3300/5005] lr: 9.0711e-02 eta: 9:26:29 time: 0.0778 data_time: 0.0013 memory: 1679 loss: 2.1736 2022/11/27 23:45:23 - mmengine - INFO - Epoch(train) [24][3400/5005] lr: 9.0696e-02 eta: 9:26:23 time: 0.0716 data_time: 0.0015 memory: 1679 loss: 2.2992 2022/11/27 23:45:30 - mmengine - INFO - Epoch(train) [24][3500/5005] lr: 9.0681e-02 eta: 9:26:16 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.2373 2022/11/27 23:45:37 - mmengine - INFO - Epoch(train) [24][3600/5005] lr: 9.0666e-02 eta: 9:26:09 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 2.2330 2022/11/27 23:45:45 - mmengine - INFO - Epoch(train) [24][3700/5005] lr: 9.0651e-02 eta: 9:26:02 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 2.1600 2022/11/27 23:45:52 - mmengine - INFO - Epoch(train) [24][3800/5005] lr: 9.0635e-02 eta: 9:25:55 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.1634 2022/11/27 23:45:58 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:45:59 - mmengine - INFO - Epoch(train) [24][3900/5005] lr: 9.0620e-02 eta: 9:25:49 time: 0.0758 data_time: 0.0066 memory: 1679 loss: 2.2461 2022/11/27 23:46:06 - mmengine - INFO - Epoch(train) [24][4000/5005] lr: 9.0605e-02 eta: 9:25:42 time: 0.0748 data_time: 0.0012 memory: 1679 loss: 2.1892 2022/11/27 23:46:13 - mmengine - INFO - Epoch(train) [24][4100/5005] lr: 9.0590e-02 eta: 9:25:36 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.3135 2022/11/27 23:46:21 - mmengine - INFO - Epoch(train) [24][4200/5005] lr: 9.0574e-02 eta: 9:25:29 time: 0.0710 data_time: 0.0015 memory: 1679 loss: 2.1029 2022/11/27 23:46:28 - mmengine - INFO - Epoch(train) [24][4300/5005] lr: 9.0559e-02 eta: 9:25:23 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.3667 2022/11/27 23:46:35 - mmengine - INFO - Epoch(train) [24][4400/5005] lr: 9.0544e-02 eta: 9:25:16 time: 0.0707 data_time: 0.0012 memory: 1679 loss: 2.1708 2022/11/27 23:46:42 - mmengine - INFO - Epoch(train) [24][4500/5005] lr: 9.0528e-02 eta: 9:25:09 time: 0.0711 data_time: 0.0014 memory: 1679 loss: 2.1549 2022/11/27 23:46:49 - mmengine - INFO - Epoch(train) [24][4600/5005] lr: 9.0513e-02 eta: 9:25:02 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 1.9388 2022/11/27 23:46:57 - mmengine - INFO - Epoch(train) [24][4700/5005] lr: 9.0498e-02 eta: 9:24:55 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 2.0328 2022/11/27 23:47:04 - mmengine - INFO - Epoch(train) [24][4800/5005] lr: 9.0482e-02 eta: 9:24:49 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.2186 2022/11/27 23:47:10 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:47:11 - mmengine - INFO - Epoch(train) [24][4900/5005] lr: 9.0467e-02 eta: 9:24:42 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.0810 2022/11/27 23:47:18 - mmengine - INFO - Epoch(train) [24][5000/5005] lr: 9.0452e-02 eta: 9:24:35 time: 0.0723 data_time: 0.0021 memory: 1679 loss: 2.1750 2022/11/27 23:47:18 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:47:18 - mmengine - INFO - Saving checkpoint at 24 epochs 2022/11/27 23:47:24 - mmengine - INFO - Epoch(val) [24][100/196] eta: 0:00:04 time: 0.0376 data_time: 0.0240 memory: 1679 2022/11/27 23:47:37 - mmengine - INFO - Epoch(val) [24][196/196] accuracy/top1: 56.3980 accuracy/top5: 80.8120 2022/11/27 23:47:44 - mmengine - INFO - Epoch(train) [25][ 100/5005] lr: 9.0436e-02 eta: 9:24:29 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.2034 2022/11/27 23:47:51 - mmengine - INFO - Epoch(train) [25][ 200/5005] lr: 9.0420e-02 eta: 9:24:22 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.1207 2022/11/27 23:47:58 - mmengine - INFO - Epoch(train) [25][ 300/5005] lr: 9.0405e-02 eta: 9:24:15 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 2.1569 2022/11/27 23:48:06 - mmengine - INFO - Epoch(train) [25][ 400/5005] lr: 9.0389e-02 eta: 9:24:09 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.1429 2022/11/27 23:48:13 - mmengine - INFO - Epoch(train) [25][ 500/5005] lr: 9.0374e-02 eta: 9:24:02 time: 0.0713 data_time: 0.0012 memory: 1679 loss: 2.1513 2022/11/27 23:48:20 - mmengine - INFO - Epoch(train) [25][ 600/5005] lr: 9.0359e-02 eta: 9:23:55 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 2.2284 2022/11/27 23:48:27 - mmengine - INFO - Epoch(train) [25][ 700/5005] lr: 9.0343e-02 eta: 9:23:48 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 1.8992 2022/11/27 23:48:34 - mmengine - INFO - Epoch(train) [25][ 800/5005] lr: 9.0328e-02 eta: 9:23:42 time: 0.0712 data_time: 0.0011 memory: 1679 loss: 2.0336 2022/11/27 23:48:40 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:48:41 - mmengine - INFO - Epoch(train) [25][ 900/5005] lr: 9.0312e-02 eta: 9:23:35 time: 0.0711 data_time: 0.0011 memory: 1679 loss: 1.9811 2022/11/27 23:48:49 - mmengine - INFO - Epoch(train) [25][1000/5005] lr: 9.0297e-02 eta: 9:23:28 time: 0.0708 data_time: 0.0016 memory: 1679 loss: 2.2412 2022/11/27 23:48:56 - mmengine - INFO - Epoch(train) [25][1100/5005] lr: 9.0281e-02 eta: 9:23:21 time: 0.0704 data_time: 0.0012 memory: 1679 loss: 2.2519 2022/11/27 23:49:03 - mmengine - INFO - Epoch(train) [25][1200/5005] lr: 9.0266e-02 eta: 9:23:14 time: 0.0710 data_time: 0.0017 memory: 1679 loss: 2.1547 2022/11/27 23:49:10 - mmengine - INFO - Epoch(train) [25][1300/5005] lr: 9.0250e-02 eta: 9:23:07 time: 0.0714 data_time: 0.0011 memory: 1679 loss: 2.1040 2022/11/27 23:49:17 - mmengine - INFO - Epoch(train) [25][1400/5005] lr: 9.0235e-02 eta: 9:23:01 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.2827 2022/11/27 23:49:25 - mmengine - INFO - Epoch(train) [25][1500/5005] lr: 9.0219e-02 eta: 9:22:54 time: 0.0710 data_time: 0.0011 memory: 1679 loss: 2.0107 2022/11/27 23:49:32 - mmengine - INFO - Epoch(train) [25][1600/5005] lr: 9.0204e-02 eta: 9:22:48 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 2.1107 2022/11/27 23:49:39 - mmengine - INFO - Epoch(train) [25][1700/5005] lr: 9.0188e-02 eta: 9:22:41 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.1369 2022/11/27 23:49:46 - mmengine - INFO - Epoch(train) [25][1800/5005] lr: 9.0173e-02 eta: 9:22:35 time: 0.0707 data_time: 0.0012 memory: 1679 loss: 2.0640 2022/11/27 23:49:52 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:49:53 - mmengine - INFO - Epoch(train) [25][1900/5005] lr: 9.0157e-02 eta: 9:22:28 time: 0.0708 data_time: 0.0014 memory: 1679 loss: 1.8941 2022/11/27 23:50:00 - mmengine - INFO - Epoch(train) [25][2000/5005] lr: 9.0141e-02 eta: 9:22:21 time: 0.0713 data_time: 0.0012 memory: 1679 loss: 2.0679 2022/11/27 23:50:08 - mmengine - INFO - Epoch(train) [25][2100/5005] lr: 9.0126e-02 eta: 9:22:14 time: 0.0704 data_time: 0.0012 memory: 1679 loss: 2.1738 2022/11/27 23:50:15 - mmengine - INFO - Epoch(train) [25][2200/5005] lr: 9.0110e-02 eta: 9:22:07 time: 0.0712 data_time: 0.0011 memory: 1679 loss: 2.1732 2022/11/27 23:50:22 - mmengine - INFO - Epoch(train) [25][2300/5005] lr: 9.0095e-02 eta: 9:22:01 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.2153 2022/11/27 23:50:29 - mmengine - INFO - Epoch(train) [25][2400/5005] lr: 9.0079e-02 eta: 9:21:54 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.5006 2022/11/27 23:50:36 - mmengine - INFO - Epoch(train) [25][2500/5005] lr: 9.0063e-02 eta: 9:21:47 time: 0.0706 data_time: 0.0012 memory: 1679 loss: 1.9987 2022/11/27 23:50:44 - mmengine - INFO - Epoch(train) [25][2600/5005] lr: 9.0048e-02 eta: 9:21:41 time: 0.0845 data_time: 0.0150 memory: 1679 loss: 2.1560 2022/11/27 23:50:51 - mmengine - INFO - Epoch(train) [25][2700/5005] lr: 9.0032e-02 eta: 9:21:34 time: 0.0707 data_time: 0.0012 memory: 1679 loss: 2.4034 2022/11/27 23:50:58 - mmengine - INFO - Epoch(train) [25][2800/5005] lr: 9.0016e-02 eta: 9:21:27 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.3559 2022/11/27 23:51:04 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:51:05 - mmengine - INFO - Epoch(train) [25][2900/5005] lr: 9.0001e-02 eta: 9:21:20 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 1.9220 2022/11/27 23:51:12 - mmengine - INFO - Epoch(train) [25][3000/5005] lr: 8.9985e-02 eta: 9:21:13 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.0993 2022/11/27 23:51:20 - mmengine - INFO - Epoch(train) [25][3100/5005] lr: 8.9969e-02 eta: 9:21:07 time: 0.0704 data_time: 0.0011 memory: 1679 loss: 2.1373 2022/11/27 23:51:27 - mmengine - INFO - Epoch(train) [25][3200/5005] lr: 8.9953e-02 eta: 9:21:01 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 1.9942 2022/11/27 23:51:34 - mmengine - INFO - Epoch(train) [25][3300/5005] lr: 8.9938e-02 eta: 9:20:55 time: 0.0719 data_time: 0.0012 memory: 1679 loss: 1.9901 2022/11/27 23:51:41 - mmengine - INFO - Epoch(train) [25][3400/5005] lr: 8.9922e-02 eta: 9:20:48 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.0637 2022/11/27 23:51:49 - mmengine - INFO - Epoch(train) [25][3500/5005] lr: 8.9906e-02 eta: 9:20:41 time: 0.0708 data_time: 0.0011 memory: 1679 loss: 2.0412 2022/11/27 23:51:56 - mmengine - INFO - Epoch(train) [25][3600/5005] lr: 8.9890e-02 eta: 9:20:34 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.5045 2022/11/27 23:52:03 - mmengine - INFO - Epoch(train) [25][3700/5005] lr: 8.9875e-02 eta: 9:20:28 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.2252 2022/11/27 23:52:10 - mmengine - INFO - Epoch(train) [25][3800/5005] lr: 8.9859e-02 eta: 9:20:21 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.1080 2022/11/27 23:52:16 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:52:17 - mmengine - INFO - Epoch(train) [25][3900/5005] lr: 8.9843e-02 eta: 9:20:14 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 2.1534 2022/11/27 23:52:24 - mmengine - INFO - Epoch(train) [25][4000/5005] lr: 8.9827e-02 eta: 9:20:07 time: 0.0705 data_time: 0.0011 memory: 1679 loss: 2.1279 2022/11/27 23:52:32 - mmengine - INFO - Epoch(train) [25][4100/5005] lr: 8.9811e-02 eta: 9:20:01 time: 0.0710 data_time: 0.0011 memory: 1679 loss: 2.1589 2022/11/27 23:52:39 - mmengine - INFO - Epoch(train) [25][4200/5005] lr: 8.9796e-02 eta: 9:19:54 time: 0.0711 data_time: 0.0011 memory: 1679 loss: 1.8902 2022/11/27 23:52:46 - mmengine - INFO - Epoch(train) [25][4300/5005] lr: 8.9780e-02 eta: 9:19:47 time: 0.0710 data_time: 0.0011 memory: 1679 loss: 2.1341 2022/11/27 23:52:53 - mmengine - INFO - Epoch(train) [25][4400/5005] lr: 8.9764e-02 eta: 9:19:40 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.0225 2022/11/27 23:53:00 - mmengine - INFO - Epoch(train) [25][4500/5005] lr: 8.9748e-02 eta: 9:19:33 time: 0.0756 data_time: 0.0012 memory: 1679 loss: 2.0275 2022/11/27 23:53:08 - mmengine - INFO - Epoch(train) [25][4600/5005] lr: 8.9732e-02 eta: 9:19:27 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.0669 2022/11/27 23:53:15 - mmengine - INFO - Epoch(train) [25][4700/5005] lr: 8.9716e-02 eta: 9:19:20 time: 0.0714 data_time: 0.0012 memory: 1679 loss: 2.0834 2022/11/27 23:53:22 - mmengine - INFO - Epoch(train) [25][4800/5005] lr: 8.9700e-02 eta: 9:19:14 time: 0.0716 data_time: 0.0011 memory: 1679 loss: 2.1448 2022/11/27 23:53:28 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:53:29 - mmengine - INFO - Epoch(train) [25][4900/5005] lr: 8.9685e-02 eta: 9:19:07 time: 0.0707 data_time: 0.0013 memory: 1679 loss: 2.1593 2022/11/27 23:53:36 - mmengine - INFO - Epoch(train) [25][5000/5005] lr: 8.9669e-02 eta: 9:19:00 time: 0.0716 data_time: 0.0021 memory: 1679 loss: 2.0207 2022/11/27 23:53:36 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:53:36 - mmengine - INFO - Saving checkpoint at 25 epochs 2022/11/27 23:53:42 - mmengine - INFO - Epoch(val) [25][100/196] eta: 0:00:03 time: 0.0364 data_time: 0.0223 memory: 1679 2022/11/27 23:53:55 - mmengine - INFO - Epoch(val) [25][196/196] accuracy/top1: 55.4580 accuracy/top5: 79.7840 2022/11/27 23:54:02 - mmengine - INFO - Epoch(train) [26][ 100/5005] lr: 8.9652e-02 eta: 9:18:54 time: 0.0710 data_time: 0.0013 memory: 1679 loss: 2.1481 2022/11/27 23:54:10 - mmengine - INFO - Epoch(train) [26][ 200/5005] lr: 8.9636e-02 eta: 9:18:48 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 1.9813 2022/11/27 23:54:17 - mmengine - INFO - Epoch(train) [26][ 300/5005] lr: 8.9620e-02 eta: 9:18:41 time: 0.0711 data_time: 0.0015 memory: 1679 loss: 1.7588 2022/11/27 23:54:24 - mmengine - INFO - Epoch(train) [26][ 400/5005] lr: 8.9604e-02 eta: 9:18:34 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.1375 2022/11/27 23:54:31 - mmengine - INFO - Epoch(train) [26][ 500/5005] lr: 8.9588e-02 eta: 9:18:27 time: 0.0713 data_time: 0.0014 memory: 1679 loss: 1.9485 2022/11/27 23:54:38 - mmengine - INFO - Epoch(train) [26][ 600/5005] lr: 8.9572e-02 eta: 9:18:21 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 2.2218 2022/11/27 23:54:45 - mmengine - INFO - Epoch(train) [26][ 700/5005] lr: 8.9556e-02 eta: 9:18:14 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 2.1320 2022/11/27 23:54:53 - mmengine - INFO - Epoch(train) [26][ 800/5005] lr: 8.9540e-02 eta: 9:18:07 time: 0.0718 data_time: 0.0012 memory: 1679 loss: 2.0242 2022/11/27 23:54:58 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:55:00 - mmengine - INFO - Epoch(train) [26][ 900/5005] lr: 8.9524e-02 eta: 9:18:00 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.2260 2022/11/27 23:55:07 - mmengine - INFO - Epoch(train) [26][1000/5005] lr: 8.9508e-02 eta: 9:17:53 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.0904 2022/11/27 23:55:14 - mmengine - INFO - Epoch(train) [26][1100/5005] lr: 8.9492e-02 eta: 9:17:47 time: 0.0710 data_time: 0.0013 memory: 1679 loss: 2.0352 2022/11/27 23:55:21 - mmengine - INFO - Epoch(train) [26][1200/5005] lr: 8.9476e-02 eta: 9:17:40 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 2.2108 2022/11/27 23:55:28 - mmengine - INFO - Epoch(train) [26][1300/5005] lr: 8.9460e-02 eta: 9:17:33 time: 0.0707 data_time: 0.0012 memory: 1679 loss: 1.9960 2022/11/27 23:55:36 - mmengine - INFO - Epoch(train) [26][1400/5005] lr: 8.9444e-02 eta: 9:17:26 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.1819 2022/11/27 23:55:43 - mmengine - INFO - Epoch(train) [26][1500/5005] lr: 8.9428e-02 eta: 9:17:19 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 1.9166 2022/11/27 23:55:50 - mmengine - INFO - Epoch(train) [26][1600/5005] lr: 8.9412e-02 eta: 9:17:13 time: 0.0709 data_time: 0.0016 memory: 1679 loss: 2.1301 2022/11/27 23:55:57 - mmengine - INFO - Epoch(train) [26][1700/5005] lr: 8.9396e-02 eta: 9:17:06 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.1835 2022/11/27 23:56:04 - mmengine - INFO - Epoch(train) [26][1800/5005] lr: 8.9379e-02 eta: 9:17:00 time: 0.0705 data_time: 0.0012 memory: 1679 loss: 1.8117 2022/11/27 23:56:10 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:56:12 - mmengine - INFO - Epoch(train) [26][1900/5005] lr: 8.9363e-02 eta: 9:16:53 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.4254 2022/11/27 23:56:19 - mmengine - INFO - Epoch(train) [26][2000/5005] lr: 8.9347e-02 eta: 9:16:46 time: 0.0712 data_time: 0.0011 memory: 1679 loss: 2.2588 2022/11/27 23:56:26 - mmengine - INFO - Epoch(train) [26][2100/5005] lr: 8.9331e-02 eta: 9:16:39 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.1716 2022/11/27 23:56:33 - mmengine - INFO - Epoch(train) [26][2200/5005] lr: 8.9315e-02 eta: 9:16:32 time: 0.0764 data_time: 0.0011 memory: 1679 loss: 2.0292 2022/11/27 23:56:40 - mmengine - INFO - Epoch(train) [26][2300/5005] lr: 8.9299e-02 eta: 9:16:25 time: 0.0704 data_time: 0.0012 memory: 1679 loss: 2.0521 2022/11/27 23:56:48 - mmengine - INFO - Epoch(train) [26][2400/5005] lr: 8.9283e-02 eta: 9:16:19 time: 0.0707 data_time: 0.0012 memory: 1679 loss: 2.3255 2022/11/27 23:56:55 - mmengine - INFO - Epoch(train) [26][2500/5005] lr: 8.9266e-02 eta: 9:16:12 time: 0.0707 data_time: 0.0012 memory: 1679 loss: 2.2535 2022/11/27 23:57:02 - mmengine - INFO - Epoch(train) [26][2600/5005] lr: 8.9250e-02 eta: 9:16:06 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.1799 2022/11/27 23:57:09 - mmengine - INFO - Epoch(train) [26][2700/5005] lr: 8.9234e-02 eta: 9:15:59 time: 0.0715 data_time: 0.0012 memory: 1679 loss: 2.2060 2022/11/27 23:57:16 - mmengine - INFO - Epoch(train) [26][2800/5005] lr: 8.9218e-02 eta: 9:15:52 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 2.0519 2022/11/27 23:57:22 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:57:23 - mmengine - INFO - Epoch(train) [26][2900/5005] lr: 8.9202e-02 eta: 9:15:45 time: 0.0703 data_time: 0.0012 memory: 1679 loss: 2.1996 2022/11/27 23:57:31 - mmengine - INFO - Epoch(train) [26][3000/5005] lr: 8.9185e-02 eta: 9:15:39 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.0884 2022/11/27 23:57:38 - mmengine - INFO - Epoch(train) [26][3100/5005] lr: 8.9169e-02 eta: 9:15:32 time: 0.0714 data_time: 0.0017 memory: 1679 loss: 2.1718 2022/11/27 23:57:45 - mmengine - INFO - Epoch(train) [26][3200/5005] lr: 8.9153e-02 eta: 9:15:25 time: 0.0750 data_time: 0.0012 memory: 1679 loss: 2.2526 2022/11/27 23:57:52 - mmengine - INFO - Epoch(train) [26][3300/5005] lr: 8.9137e-02 eta: 9:15:19 time: 0.0746 data_time: 0.0011 memory: 1679 loss: 2.2148 2022/11/27 23:57:59 - mmengine - INFO - Epoch(train) [26][3400/5005] lr: 8.9120e-02 eta: 9:15:12 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 2.1292 2022/11/27 23:58:07 - mmengine - INFO - Epoch(train) [26][3500/5005] lr: 8.9104e-02 eta: 9:15:05 time: 0.0703 data_time: 0.0012 memory: 1679 loss: 2.1980 2022/11/27 23:58:14 - mmengine - INFO - Epoch(train) [26][3600/5005] lr: 8.9088e-02 eta: 9:14:58 time: 0.0705 data_time: 0.0012 memory: 1679 loss: 2.4809 2022/11/27 23:58:21 - mmengine - INFO - Epoch(train) [26][3700/5005] lr: 8.9071e-02 eta: 9:14:51 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.2432 2022/11/27 23:58:28 - mmengine - INFO - Epoch(train) [26][3800/5005] lr: 8.9055e-02 eta: 9:14:44 time: 0.0706 data_time: 0.0012 memory: 1679 loss: 2.1106 2022/11/27 23:58:34 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:58:35 - mmengine - INFO - Epoch(train) [26][3900/5005] lr: 8.9039e-02 eta: 9:14:38 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.3082 2022/11/27 23:58:43 - mmengine - INFO - Epoch(train) [26][4000/5005] lr: 8.9022e-02 eta: 9:14:31 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 1.9419 2022/11/27 23:58:50 - mmengine - INFO - Epoch(train) [26][4100/5005] lr: 8.9006e-02 eta: 9:14:24 time: 0.0705 data_time: 0.0012 memory: 1679 loss: 2.1237 2022/11/27 23:58:57 - mmengine - INFO - Epoch(train) [26][4200/5005] lr: 8.8990e-02 eta: 9:14:17 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.4208 2022/11/27 23:59:04 - mmengine - INFO - Epoch(train) [26][4300/5005] lr: 8.8973e-02 eta: 9:14:11 time: 0.0704 data_time: 0.0012 memory: 1679 loss: 2.2803 2022/11/27 23:59:11 - mmengine - INFO - Epoch(train) [26][4400/5005] lr: 8.8957e-02 eta: 9:14:04 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.0640 2022/11/27 23:59:18 - mmengine - INFO - Epoch(train) [26][4500/5005] lr: 8.8940e-02 eta: 9:13:57 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.1219 2022/11/27 23:59:26 - mmengine - INFO - Epoch(train) [26][4600/5005] lr: 8.8924e-02 eta: 9:13:50 time: 0.0713 data_time: 0.0012 memory: 1679 loss: 2.1512 2022/11/27 23:59:33 - mmengine - INFO - Epoch(train) [26][4700/5005] lr: 8.8908e-02 eta: 9:13:44 time: 0.0707 data_time: 0.0012 memory: 1679 loss: 2.0516 2022/11/27 23:59:40 - mmengine - INFO - Epoch(train) [26][4800/5005] lr: 8.8891e-02 eta: 9:13:37 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.4358 2022/11/27 23:59:46 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:59:47 - mmengine - INFO - Epoch(train) [26][4900/5005] lr: 8.8875e-02 eta: 9:13:31 time: 0.0758 data_time: 0.0015 memory: 1679 loss: 2.1537 2022/11/27 23:59:55 - mmengine - INFO - Epoch(train) [26][5000/5005] lr: 8.8858e-02 eta: 9:13:24 time: 0.0726 data_time: 0.0022 memory: 1679 loss: 2.1648 2022/11/27 23:59:55 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/27 23:59:55 - mmengine - INFO - Saving checkpoint at 26 epochs 2022/11/28 00:00:00 - mmengine - INFO - Epoch(val) [26][100/196] eta: 0:00:04 time: 0.0365 data_time: 0.0227 memory: 1679 2022/11/28 00:00:13 - mmengine - INFO - Epoch(val) [26][196/196] accuracy/top1: 57.2620 accuracy/top5: 81.4600 2022/11/28 00:00:21 - mmengine - INFO - Epoch(train) [27][ 100/5005] lr: 8.8841e-02 eta: 9:13:18 time: 0.0709 data_time: 0.0011 memory: 1679 loss: 2.1240 2022/11/28 00:00:28 - mmengine - INFO - Epoch(train) [27][ 200/5005] lr: 8.8825e-02 eta: 9:13:11 time: 0.0705 data_time: 0.0012 memory: 1679 loss: 2.1048 2022/11/28 00:00:35 - mmengine - INFO - Epoch(train) [27][ 300/5005] lr: 8.8808e-02 eta: 9:13:04 time: 0.0707 data_time: 0.0012 memory: 1679 loss: 1.9575 2022/11/28 00:00:42 - mmengine - INFO - Epoch(train) [27][ 400/5005] lr: 8.8792e-02 eta: 9:12:57 time: 0.0709 data_time: 0.0014 memory: 1679 loss: 2.1534 2022/11/28 00:00:49 - mmengine - INFO - Epoch(train) [27][ 500/5005] lr: 8.8775e-02 eta: 9:12:50 time: 0.0705 data_time: 0.0013 memory: 1679 loss: 2.1176 2022/11/28 00:00:56 - mmengine - INFO - Epoch(train) [27][ 600/5005] lr: 8.8759e-02 eta: 9:12:44 time: 0.0717 data_time: 0.0012 memory: 1679 loss: 1.9708 2022/11/28 00:01:04 - mmengine - INFO - Epoch(train) [27][ 700/5005] lr: 8.8742e-02 eta: 9:12:37 time: 0.0714 data_time: 0.0012 memory: 1679 loss: 1.9746 2022/11/28 00:01:11 - mmengine - INFO - Epoch(train) [27][ 800/5005] lr: 8.8725e-02 eta: 9:12:30 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.1479 2022/11/28 00:01:16 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:01:18 - mmengine - INFO - Epoch(train) [27][ 900/5005] lr: 8.8709e-02 eta: 9:12:24 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 1.9765 2022/11/28 00:01:25 - mmengine - INFO - Epoch(train) [27][1000/5005] lr: 8.8692e-02 eta: 9:12:17 time: 0.0706 data_time: 0.0012 memory: 1679 loss: 1.9905 2022/11/28 00:01:33 - mmengine - INFO - Epoch(train) [27][1100/5005] lr: 8.8676e-02 eta: 9:12:10 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.1232 2022/11/28 00:01:40 - mmengine - INFO - Epoch(train) [27][1200/5005] lr: 8.8659e-02 eta: 9:12:03 time: 0.0704 data_time: 0.0012 memory: 1679 loss: 2.3259 2022/11/28 00:01:47 - mmengine - INFO - Epoch(train) [27][1300/5005] lr: 8.8643e-02 eta: 9:11:57 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.1212 2022/11/28 00:01:54 - mmengine - INFO - Epoch(train) [27][1400/5005] lr: 8.8626e-02 eta: 9:11:50 time: 0.0708 data_time: 0.0014 memory: 1679 loss: 2.1586 2022/11/28 00:02:01 - mmengine - INFO - Epoch(train) [27][1500/5005] lr: 8.8609e-02 eta: 9:11:43 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.0622 2022/11/28 00:02:09 - mmengine - INFO - Epoch(train) [27][1600/5005] lr: 8.8593e-02 eta: 9:11:36 time: 0.0708 data_time: 0.0013 memory: 1679 loss: 2.3290 2022/11/28 00:02:16 - mmengine - INFO - Epoch(train) [27][1700/5005] lr: 8.8576e-02 eta: 9:11:30 time: 0.0712 data_time: 0.0014 memory: 1679 loss: 2.0741 2022/11/28 00:02:23 - mmengine - INFO - Epoch(train) [27][1800/5005] lr: 8.8559e-02 eta: 9:11:23 time: 0.0707 data_time: 0.0012 memory: 1679 loss: 2.0474 2022/11/28 00:02:28 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:02:30 - mmengine - INFO - Epoch(train) [27][1900/5005] lr: 8.8543e-02 eta: 9:11:16 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.1172 2022/11/28 00:02:37 - mmengine - INFO - Epoch(train) [27][2000/5005] lr: 8.8526e-02 eta: 9:11:09 time: 0.0711 data_time: 0.0018 memory: 1679 loss: 2.2965 2022/11/28 00:02:44 - mmengine - INFO - Epoch(train) [27][2100/5005] lr: 8.8509e-02 eta: 9:11:03 time: 0.0822 data_time: 0.0012 memory: 1679 loss: 2.0144 2022/11/28 00:02:52 - mmengine - INFO - Epoch(train) [27][2200/5005] lr: 8.8493e-02 eta: 9:10:56 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.1971 2022/11/28 00:02:59 - mmengine - INFO - Epoch(train) [27][2300/5005] lr: 8.8476e-02 eta: 9:10:49 time: 0.0716 data_time: 0.0011 memory: 1679 loss: 2.1366 2022/11/28 00:03:06 - mmengine - INFO - Epoch(train) [27][2400/5005] lr: 8.8459e-02 eta: 9:10:43 time: 0.0715 data_time: 0.0012 memory: 1679 loss: 2.0345 2022/11/28 00:03:13 - mmengine - INFO - Epoch(train) [27][2500/5005] lr: 8.8443e-02 eta: 9:10:36 time: 0.0716 data_time: 0.0015 memory: 1679 loss: 2.1426 2022/11/28 00:03:21 - mmengine - INFO - Epoch(train) [27][2600/5005] lr: 8.8426e-02 eta: 9:10:29 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.1753 2022/11/28 00:03:28 - mmengine - INFO - Epoch(train) [27][2700/5005] lr: 8.8409e-02 eta: 9:10:23 time: 0.0707 data_time: 0.0016 memory: 1679 loss: 2.1795 2022/11/28 00:03:35 - mmengine - INFO - Epoch(train) [27][2800/5005] lr: 8.8392e-02 eta: 9:10:16 time: 0.0711 data_time: 0.0013 memory: 1679 loss: 2.0282 2022/11/28 00:03:40 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:03:42 - mmengine - INFO - Epoch(train) [27][2900/5005] lr: 8.8376e-02 eta: 9:10:10 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 2.0445 2022/11/28 00:03:50 - mmengine - INFO - Epoch(train) [27][3000/5005] lr: 8.8359e-02 eta: 9:10:03 time: 0.0719 data_time: 0.0013 memory: 1679 loss: 1.8335 2022/11/28 00:03:57 - mmengine - INFO - Epoch(train) [27][3100/5005] lr: 8.8342e-02 eta: 9:09:56 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 2.4076 2022/11/28 00:04:04 - mmengine - INFO - Epoch(train) [27][3200/5005] lr: 8.8325e-02 eta: 9:09:49 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.1660 2022/11/28 00:04:11 - mmengine - INFO - Epoch(train) [27][3300/5005] lr: 8.8309e-02 eta: 9:09:42 time: 0.0706 data_time: 0.0011 memory: 1679 loss: 2.1704 2022/11/28 00:04:18 - mmengine - INFO - Epoch(train) [27][3400/5005] lr: 8.8292e-02 eta: 9:09:36 time: 0.0707 data_time: 0.0012 memory: 1679 loss: 2.1251 2022/11/28 00:04:25 - mmengine - INFO - Epoch(train) [27][3500/5005] lr: 8.8275e-02 eta: 9:09:29 time: 0.0713 data_time: 0.0012 memory: 1679 loss: 2.1837 2022/11/28 00:04:33 - mmengine - INFO - Epoch(train) [27][3600/5005] lr: 8.8258e-02 eta: 9:09:22 time: 0.0706 data_time: 0.0012 memory: 1679 loss: 2.0260 2022/11/28 00:04:40 - mmengine - INFO - Epoch(train) [27][3700/5005] lr: 8.8241e-02 eta: 9:09:15 time: 0.0727 data_time: 0.0012 memory: 1679 loss: 2.0479 2022/11/28 00:04:47 - mmengine - INFO - Epoch(train) [27][3800/5005] lr: 8.8224e-02 eta: 9:09:09 time: 0.0714 data_time: 0.0012 memory: 1679 loss: 2.0050 2022/11/28 00:04:52 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:04:54 - mmengine - INFO - Epoch(train) [27][3900/5005] lr: 8.8208e-02 eta: 9:09:02 time: 0.0706 data_time: 0.0012 memory: 1679 loss: 2.0703 2022/11/28 00:05:02 - mmengine - INFO - Epoch(train) [27][4000/5005] lr: 8.8191e-02 eta: 9:08:55 time: 0.0710 data_time: 0.0016 memory: 1679 loss: 2.1946 2022/11/28 00:05:09 - mmengine - INFO - Epoch(train) [27][4100/5005] lr: 8.8174e-02 eta: 9:08:49 time: 0.0722 data_time: 0.0012 memory: 1679 loss: 2.2194 2022/11/28 00:05:16 - mmengine - INFO - Epoch(train) [27][4200/5005] lr: 8.8157e-02 eta: 9:08:42 time: 0.0716 data_time: 0.0016 memory: 1679 loss: 2.2094 2022/11/28 00:05:23 - mmengine - INFO - Epoch(train) [27][4300/5005] lr: 8.8140e-02 eta: 9:08:35 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.2112 2022/11/28 00:05:30 - mmengine - INFO - Epoch(train) [27][4400/5005] lr: 8.8123e-02 eta: 9:08:28 time: 0.0710 data_time: 0.0015 memory: 1679 loss: 2.0776 2022/11/28 00:05:38 - mmengine - INFO - Epoch(train) [27][4500/5005] lr: 8.8106e-02 eta: 9:08:21 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.1821 2022/11/28 00:05:45 - mmengine - INFO - Epoch(train) [27][4600/5005] lr: 8.8089e-02 eta: 9:08:15 time: 0.0714 data_time: 0.0012 memory: 1679 loss: 1.7592 2022/11/28 00:05:52 - mmengine - INFO - Epoch(train) [27][4700/5005] lr: 8.8072e-02 eta: 9:08:08 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.2761 2022/11/28 00:05:59 - mmengine - INFO - Epoch(train) [27][4800/5005] lr: 8.8055e-02 eta: 9:08:01 time: 0.0709 data_time: 0.0015 memory: 1679 loss: 2.1605 2022/11/28 00:06:04 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:06:06 - mmengine - INFO - Epoch(train) [27][4900/5005] lr: 8.8038e-02 eta: 9:07:54 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 1.9793 2022/11/28 00:06:13 - mmengine - INFO - Epoch(train) [27][5000/5005] lr: 8.8021e-02 eta: 9:07:47 time: 0.0724 data_time: 0.0021 memory: 1679 loss: 2.1414 2022/11/28 00:06:14 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:06:14 - mmengine - INFO - Saving checkpoint at 27 epochs 2022/11/28 00:06:19 - mmengine - INFO - Epoch(val) [27][100/196] eta: 0:00:03 time: 0.0362 data_time: 0.0224 memory: 1679 2022/11/28 00:06:32 - mmengine - INFO - Epoch(val) [27][196/196] accuracy/top1: 57.0520 accuracy/top5: 81.0720 2022/11/28 00:06:39 - mmengine - INFO - Epoch(train) [28][ 100/5005] lr: 8.8003e-02 eta: 9:07:41 time: 0.0708 data_time: 0.0015 memory: 1679 loss: 2.0879 2022/11/28 00:06:47 - mmengine - INFO - Epoch(train) [28][ 200/5005] lr: 8.7986e-02 eta: 9:07:34 time: 0.0707 data_time: 0.0012 memory: 1679 loss: 2.1701 2022/11/28 00:06:54 - mmengine - INFO - Epoch(train) [28][ 300/5005] lr: 8.7969e-02 eta: 9:07:27 time: 0.0706 data_time: 0.0012 memory: 1679 loss: 2.2308 2022/11/28 00:07:01 - mmengine - INFO - Epoch(train) [28][ 400/5005] lr: 8.7952e-02 eta: 9:07:21 time: 0.0710 data_time: 0.0015 memory: 1679 loss: 1.8743 2022/11/28 00:07:08 - mmengine - INFO - Epoch(train) [28][ 500/5005] lr: 8.7935e-02 eta: 9:07:14 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 1.8509 2022/11/28 00:07:15 - mmengine - INFO - Epoch(train) [28][ 600/5005] lr: 8.7918e-02 eta: 9:07:07 time: 0.0716 data_time: 0.0012 memory: 1679 loss: 2.0335 2022/11/28 00:07:22 - mmengine - INFO - Epoch(train) [28][ 700/5005] lr: 8.7901e-02 eta: 9:07:00 time: 0.0711 data_time: 0.0014 memory: 1679 loss: 1.9121 2022/11/28 00:07:30 - mmengine - INFO - Epoch(train) [28][ 800/5005] lr: 8.7884e-02 eta: 9:06:53 time: 0.0717 data_time: 0.0012 memory: 1679 loss: 2.1339 2022/11/28 00:07:34 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:07:37 - mmengine - INFO - Epoch(train) [28][ 900/5005] lr: 8.7867e-02 eta: 9:06:47 time: 0.0714 data_time: 0.0012 memory: 1679 loss: 1.9592 2022/11/28 00:07:44 - mmengine - INFO - Epoch(train) [28][1000/5005] lr: 8.7850e-02 eta: 9:06:40 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.1802 2022/11/28 00:07:51 - mmengine - INFO - Epoch(train) [28][1100/5005] lr: 8.7833e-02 eta: 9:06:33 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.2103 2022/11/28 00:07:59 - mmengine - INFO - Epoch(train) [28][1200/5005] lr: 8.7816e-02 eta: 9:06:27 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 1.9357 2022/11/28 00:08:06 - mmengine - INFO - Epoch(train) [28][1300/5005] lr: 8.7799e-02 eta: 9:06:20 time: 0.0716 data_time: 0.0012 memory: 1679 loss: 2.1883 2022/11/28 00:08:13 - mmengine - INFO - Epoch(train) [28][1400/5005] lr: 8.7782e-02 eta: 9:06:14 time: 0.0711 data_time: 0.0015 memory: 1679 loss: 2.2740 2022/11/28 00:08:20 - mmengine - INFO - Epoch(train) [28][1500/5005] lr: 8.7765e-02 eta: 9:06:07 time: 0.0707 data_time: 0.0012 memory: 1679 loss: 2.0868 2022/11/28 00:08:28 - mmengine - INFO - Epoch(train) [28][1600/5005] lr: 8.7747e-02 eta: 9:06:00 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 1.9767 2022/11/28 00:08:35 - mmengine - INFO - Epoch(train) [28][1700/5005] lr: 8.7730e-02 eta: 9:05:54 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.1979 2022/11/28 00:08:42 - mmengine - INFO - Epoch(train) [28][1800/5005] lr: 8.7713e-02 eta: 9:05:47 time: 0.0713 data_time: 0.0012 memory: 1679 loss: 2.1821 2022/11/28 00:08:47 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:08:49 - mmengine - INFO - Epoch(train) [28][1900/5005] lr: 8.7696e-02 eta: 9:05:40 time: 0.0713 data_time: 0.0012 memory: 1679 loss: 2.0858 2022/11/28 00:08:56 - mmengine - INFO - Epoch(train) [28][2000/5005] lr: 8.7679e-02 eta: 9:05:33 time: 0.0713 data_time: 0.0012 memory: 1679 loss: 2.3753 2022/11/28 00:09:04 - mmengine - INFO - Epoch(train) [28][2100/5005] lr: 8.7661e-02 eta: 9:05:26 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 1.9605 2022/11/28 00:09:11 - mmengine - INFO - Epoch(train) [28][2200/5005] lr: 8.7644e-02 eta: 9:05:20 time: 0.0713 data_time: 0.0012 memory: 1679 loss: 2.2263 2022/11/28 00:09:18 - mmengine - INFO - Epoch(train) [28][2300/5005] lr: 8.7627e-02 eta: 9:05:13 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.2640 2022/11/28 00:09:25 - mmengine - INFO - Epoch(train) [28][2400/5005] lr: 8.7610e-02 eta: 9:05:06 time: 0.0713 data_time: 0.0012 memory: 1679 loss: 2.2883 2022/11/28 00:09:32 - mmengine - INFO - Epoch(train) [28][2500/5005] lr: 8.7593e-02 eta: 9:04:59 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.2800 2022/11/28 00:09:40 - mmengine - INFO - Epoch(train) [28][2600/5005] lr: 8.7575e-02 eta: 9:04:53 time: 0.0720 data_time: 0.0012 memory: 1679 loss: 2.0070 2022/11/28 00:09:47 - mmengine - INFO - Epoch(train) [28][2700/5005] lr: 8.7558e-02 eta: 9:04:46 time: 0.0716 data_time: 0.0012 memory: 1679 loss: 2.3468 2022/11/28 00:09:54 - mmengine - INFO - Epoch(train) [28][2800/5005] lr: 8.7541e-02 eta: 9:04:39 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.0378 2022/11/28 00:09:59 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:10:01 - mmengine - INFO - Epoch(train) [28][2900/5005] lr: 8.7524e-02 eta: 9:04:32 time: 0.0716 data_time: 0.0018 memory: 1679 loss: 2.2861 2022/11/28 00:10:09 - mmengine - INFO - Epoch(train) [28][3000/5005] lr: 8.7506e-02 eta: 9:04:26 time: 0.0716 data_time: 0.0012 memory: 1679 loss: 2.0895 2022/11/28 00:10:16 - mmengine - INFO - Epoch(train) [28][3100/5005] lr: 8.7489e-02 eta: 9:04:19 time: 0.0714 data_time: 0.0012 memory: 1679 loss: 2.1698 2022/11/28 00:10:23 - mmengine - INFO - Epoch(train) [28][3200/5005] lr: 8.7472e-02 eta: 9:04:13 time: 0.0717 data_time: 0.0016 memory: 1679 loss: 2.1344 2022/11/28 00:10:30 - mmengine - INFO - Epoch(train) [28][3300/5005] lr: 8.7454e-02 eta: 9:04:06 time: 0.0707 data_time: 0.0012 memory: 1679 loss: 2.1895 2022/11/28 00:10:37 - mmengine - INFO - Epoch(train) [28][3400/5005] lr: 8.7437e-02 eta: 9:03:59 time: 0.0707 data_time: 0.0014 memory: 1679 loss: 2.0808 2022/11/28 00:10:45 - mmengine - INFO - Epoch(train) [28][3500/5005] lr: 8.7420e-02 eta: 9:03:52 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.2677 2022/11/28 00:10:52 - mmengine - INFO - Epoch(train) [28][3600/5005] lr: 8.7402e-02 eta: 9:03:45 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.0612 2022/11/28 00:10:59 - mmengine - INFO - Epoch(train) [28][3700/5005] lr: 8.7385e-02 eta: 9:03:38 time: 0.0707 data_time: 0.0014 memory: 1679 loss: 2.0121 2022/11/28 00:11:06 - mmengine - INFO - Epoch(train) [28][3800/5005] lr: 8.7368e-02 eta: 9:03:32 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.0943 2022/11/28 00:11:11 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:11:13 - mmengine - INFO - Epoch(train) [28][3900/5005] lr: 8.7350e-02 eta: 9:03:25 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.1922 2022/11/28 00:11:21 - mmengine - INFO - Epoch(train) [28][4000/5005] lr: 8.7333e-02 eta: 9:03:18 time: 0.0708 data_time: 0.0016 memory: 1679 loss: 2.2420 2022/11/28 00:11:28 - mmengine - INFO - Epoch(train) [28][4100/5005] lr: 8.7315e-02 eta: 9:03:11 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.1428 2022/11/28 00:11:35 - mmengine - INFO - Epoch(train) [28][4200/5005] lr: 8.7298e-02 eta: 9:03:04 time: 0.0706 data_time: 0.0012 memory: 1679 loss: 2.3426 2022/11/28 00:11:42 - mmengine - INFO - Epoch(train) [28][4300/5005] lr: 8.7281e-02 eta: 9:02:58 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.0911 2022/11/28 00:11:49 - mmengine - INFO - Epoch(train) [28][4400/5005] lr: 8.7263e-02 eta: 9:02:51 time: 0.0713 data_time: 0.0012 memory: 1679 loss: 2.2976 2022/11/28 00:11:57 - mmengine - INFO - Epoch(train) [28][4500/5005] lr: 8.7246e-02 eta: 9:02:44 time: 0.0717 data_time: 0.0012 memory: 1679 loss: 2.1927 2022/11/28 00:12:04 - mmengine - INFO - Epoch(train) [28][4600/5005] lr: 8.7228e-02 eta: 9:02:38 time: 0.0707 data_time: 0.0011 memory: 1679 loss: 2.0343 2022/11/28 00:12:11 - mmengine - INFO - Epoch(train) [28][4700/5005] lr: 8.7211e-02 eta: 9:02:31 time: 0.0714 data_time: 0.0012 memory: 1679 loss: 2.1056 2022/11/28 00:12:18 - mmengine - INFO - Epoch(train) [28][4800/5005] lr: 8.7193e-02 eta: 9:02:24 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.0174 2022/11/28 00:12:23 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:12:26 - mmengine - INFO - Epoch(train) [28][4900/5005] lr: 8.7176e-02 eta: 9:02:17 time: 0.0713 data_time: 0.0016 memory: 1679 loss: 2.2574 2022/11/28 00:12:33 - mmengine - INFO - Epoch(train) [28][5000/5005] lr: 8.7158e-02 eta: 9:02:11 time: 0.0719 data_time: 0.0021 memory: 1679 loss: 2.2651 2022/11/28 00:12:33 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:12:33 - mmengine - INFO - Saving checkpoint at 28 epochs 2022/11/28 00:12:38 - mmengine - INFO - Epoch(val) [28][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0221 memory: 1679 2022/11/28 00:12:51 - mmengine - INFO - Epoch(val) [28][196/196] accuracy/top1: 57.0740 accuracy/top5: 81.6840 2022/11/28 00:12:59 - mmengine - INFO - Epoch(train) [29][ 100/5005] lr: 8.7140e-02 eta: 9:02:04 time: 0.0711 data_time: 0.0013 memory: 1679 loss: 2.0901 2022/11/28 00:13:06 - mmengine - INFO - Epoch(train) [29][ 200/5005] lr: 8.7122e-02 eta: 9:01:58 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 1.9258 2022/11/28 00:13:13 - mmengine - INFO - Epoch(train) [29][ 300/5005] lr: 8.7105e-02 eta: 9:01:51 time: 0.0812 data_time: 0.0012 memory: 1679 loss: 2.1157 2022/11/28 00:13:21 - mmengine - INFO - Epoch(train) [29][ 400/5005] lr: 8.7087e-02 eta: 9:01:45 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 1.9867 2022/11/28 00:13:28 - mmengine - INFO - Epoch(train) [29][ 500/5005] lr: 8.7070e-02 eta: 9:01:38 time: 0.0709 data_time: 0.0013 memory: 1679 loss: 2.1362 2022/11/28 00:13:35 - mmengine - INFO - Epoch(train) [29][ 600/5005] lr: 8.7052e-02 eta: 9:01:31 time: 0.0715 data_time: 0.0012 memory: 1679 loss: 2.0746 2022/11/28 00:13:42 - mmengine - INFO - Epoch(train) [29][ 700/5005] lr: 8.7035e-02 eta: 9:01:24 time: 0.0713 data_time: 0.0012 memory: 1679 loss: 1.8985 2022/11/28 00:13:49 - mmengine - INFO - Epoch(train) [29][ 800/5005] lr: 8.7017e-02 eta: 9:01:17 time: 0.0713 data_time: 0.0012 memory: 1679 loss: 1.9762 2022/11/28 00:13:54 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:13:57 - mmengine - INFO - Epoch(train) [29][ 900/5005] lr: 8.7000e-02 eta: 9:01:10 time: 0.0719 data_time: 0.0012 memory: 1679 loss: 1.9415 2022/11/28 00:14:04 - mmengine - INFO - Epoch(train) [29][1000/5005] lr: 8.6982e-02 eta: 9:01:04 time: 0.0713 data_time: 0.0015 memory: 1679 loss: 2.1849 2022/11/28 00:14:11 - mmengine - INFO - Epoch(train) [29][1100/5005] lr: 8.6964e-02 eta: 9:00:57 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 2.0111 2022/11/28 00:14:18 - mmengine - INFO - Epoch(train) [29][1200/5005] lr: 8.6947e-02 eta: 9:00:50 time: 0.0720 data_time: 0.0012 memory: 1679 loss: 2.0603 2022/11/28 00:14:25 - mmengine - INFO - Epoch(train) [29][1300/5005] lr: 8.6929e-02 eta: 9:00:43 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.0209 2022/11/28 00:14:33 - mmengine - INFO - Epoch(train) [29][1400/5005] lr: 8.6911e-02 eta: 9:00:36 time: 0.0716 data_time: 0.0012 memory: 1679 loss: 1.9486 2022/11/28 00:14:40 - mmengine - INFO - Epoch(train) [29][1500/5005] lr: 8.6894e-02 eta: 9:00:30 time: 0.0713 data_time: 0.0016 memory: 1679 loss: 2.2499 2022/11/28 00:14:47 - mmengine - INFO - Epoch(train) [29][1600/5005] lr: 8.6876e-02 eta: 9:00:23 time: 0.0715 data_time: 0.0014 memory: 1679 loss: 2.1113 2022/11/28 00:14:54 - mmengine - INFO - Epoch(train) [29][1700/5005] lr: 8.6858e-02 eta: 9:00:16 time: 0.0716 data_time: 0.0012 memory: 1679 loss: 2.1018 2022/11/28 00:15:02 - mmengine - INFO - Epoch(train) [29][1800/5005] lr: 8.6841e-02 eta: 9:00:10 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.1805 2022/11/28 00:15:06 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:15:09 - mmengine - INFO - Epoch(train) [29][1900/5005] lr: 8.6823e-02 eta: 9:00:03 time: 0.0745 data_time: 0.0012 memory: 1679 loss: 1.9424 2022/11/28 00:15:16 - mmengine - INFO - Epoch(train) [29][2000/5005] lr: 8.6805e-02 eta: 8:59:56 time: 0.0705 data_time: 0.0013 memory: 1679 loss: 1.8918 2022/11/28 00:15:23 - mmengine - INFO - Epoch(train) [29][2100/5005] lr: 8.6788e-02 eta: 8:59:49 time: 0.0713 data_time: 0.0012 memory: 1679 loss: 2.1116 2022/11/28 00:15:30 - mmengine - INFO - Epoch(train) [29][2200/5005] lr: 8.6770e-02 eta: 8:59:43 time: 0.0711 data_time: 0.0015 memory: 1679 loss: 2.1517 2022/11/28 00:15:38 - mmengine - INFO - Epoch(train) [29][2300/5005] lr: 8.6752e-02 eta: 8:59:36 time: 0.0716 data_time: 0.0012 memory: 1679 loss: 2.0999 2022/11/28 00:15:45 - mmengine - INFO - Epoch(train) [29][2400/5005] lr: 8.6734e-02 eta: 8:59:29 time: 0.0721 data_time: 0.0016 memory: 1679 loss: 2.1824 2022/11/28 00:15:52 - mmengine - INFO - Epoch(train) [29][2500/5005] lr: 8.6717e-02 eta: 8:59:22 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.0660 2022/11/28 00:15:59 - mmengine - INFO - Epoch(train) [29][2600/5005] lr: 8.6699e-02 eta: 8:59:16 time: 0.0711 data_time: 0.0013 memory: 1679 loss: 2.1484 2022/11/28 00:16:06 - mmengine - INFO - Epoch(train) [29][2700/5005] lr: 8.6681e-02 eta: 8:59:09 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 2.3038 2022/11/28 00:16:14 - mmengine - INFO - Epoch(train) [29][2800/5005] lr: 8.6663e-02 eta: 8:59:02 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 1.9547 2022/11/28 00:16:18 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:16:21 - mmengine - INFO - Epoch(train) [29][2900/5005] lr: 8.6646e-02 eta: 8:58:55 time: 0.0711 data_time: 0.0017 memory: 1679 loss: 2.3463 2022/11/28 00:16:28 - mmengine - INFO - Epoch(train) [29][3000/5005] lr: 8.6628e-02 eta: 8:58:49 time: 0.0710 data_time: 0.0013 memory: 1679 loss: 2.0638 2022/11/28 00:16:35 - mmengine - INFO - Epoch(train) [29][3100/5005] lr: 8.6610e-02 eta: 8:58:42 time: 0.0712 data_time: 0.0015 memory: 1679 loss: 2.0462 2022/11/28 00:16:43 - mmengine - INFO - Epoch(train) [29][3200/5005] lr: 8.6592e-02 eta: 8:58:35 time: 0.0713 data_time: 0.0012 memory: 1679 loss: 2.0415 2022/11/28 00:16:50 - mmengine - INFO - Epoch(train) [29][3300/5005] lr: 8.6574e-02 eta: 8:58:28 time: 0.0714 data_time: 0.0017 memory: 1679 loss: 1.9137 2022/11/28 00:16:57 - mmengine - INFO - Epoch(train) [29][3400/5005] lr: 8.6557e-02 eta: 8:58:21 time: 0.0716 data_time: 0.0012 memory: 1679 loss: 2.0808 2022/11/28 00:17:04 - mmengine - INFO - Epoch(train) [29][3500/5005] lr: 8.6539e-02 eta: 8:58:15 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.1934 2022/11/28 00:17:12 - mmengine - INFO - Epoch(train) [29][3600/5005] lr: 8.6521e-02 eta: 8:58:08 time: 0.0858 data_time: 0.0012 memory: 1679 loss: 2.1285 2022/11/28 00:17:19 - mmengine - INFO - Epoch(train) [29][3700/5005] lr: 8.6503e-02 eta: 8:58:01 time: 0.0711 data_time: 0.0014 memory: 1679 loss: 2.2651 2022/11/28 00:17:26 - mmengine - INFO - Epoch(train) [29][3800/5005] lr: 8.6485e-02 eta: 8:57:55 time: 0.0711 data_time: 0.0018 memory: 1679 loss: 2.3205 2022/11/28 00:17:30 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:17:33 - mmengine - INFO - Epoch(train) [29][3900/5005] lr: 8.6467e-02 eta: 8:57:48 time: 0.0712 data_time: 0.0016 memory: 1679 loss: 2.0147 2022/11/28 00:17:40 - mmengine - INFO - Epoch(train) [29][4000/5005] lr: 8.6449e-02 eta: 8:57:41 time: 0.0812 data_time: 0.0016 memory: 1679 loss: 2.2175 2022/11/28 00:17:48 - mmengine - INFO - Epoch(train) [29][4100/5005] lr: 8.6431e-02 eta: 8:57:34 time: 0.0713 data_time: 0.0017 memory: 1679 loss: 2.1304 2022/11/28 00:17:55 - mmengine - INFO - Epoch(train) [29][4200/5005] lr: 8.6414e-02 eta: 8:57:28 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 2.0617 2022/11/28 00:18:02 - mmengine - INFO - Epoch(train) [29][4300/5005] lr: 8.6396e-02 eta: 8:57:21 time: 0.0713 data_time: 0.0012 memory: 1679 loss: 1.9735 2022/11/28 00:18:09 - mmengine - INFO - Epoch(train) [29][4400/5005] lr: 8.6378e-02 eta: 8:57:14 time: 0.0715 data_time: 0.0012 memory: 1679 loss: 2.3693 2022/11/28 00:18:17 - mmengine - INFO - Epoch(train) [29][4500/5005] lr: 8.6360e-02 eta: 8:57:07 time: 0.0717 data_time: 0.0012 memory: 1679 loss: 2.1606 2022/11/28 00:18:24 - mmengine - INFO - Epoch(train) [29][4600/5005] lr: 8.6342e-02 eta: 8:57:01 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.0136 2022/11/28 00:18:31 - mmengine - INFO - Epoch(train) [29][4700/5005] lr: 8.6324e-02 eta: 8:56:54 time: 0.0711 data_time: 0.0014 memory: 1679 loss: 1.7762 2022/11/28 00:18:38 - mmengine - INFO - Epoch(train) [29][4800/5005] lr: 8.6306e-02 eta: 8:56:47 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.1207 2022/11/28 00:18:42 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:18:45 - mmengine - INFO - Epoch(train) [29][4900/5005] lr: 8.6288e-02 eta: 8:56:40 time: 0.0711 data_time: 0.0015 memory: 1679 loss: 2.0118 2022/11/28 00:18:53 - mmengine - INFO - Epoch(train) [29][5000/5005] lr: 8.6270e-02 eta: 8:56:33 time: 0.0724 data_time: 0.0020 memory: 1679 loss: 2.1597 2022/11/28 00:18:53 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:18:53 - mmengine - INFO - Saving checkpoint at 29 epochs 2022/11/28 00:18:58 - mmengine - INFO - Epoch(val) [29][100/196] eta: 0:00:04 time: 0.0432 data_time: 0.0295 memory: 1679 2022/11/28 00:19:11 - mmengine - INFO - Epoch(val) [29][196/196] accuracy/top1: 57.7840 accuracy/top5: 82.0140 2022/11/28 00:19:19 - mmengine - INFO - Epoch(train) [30][ 100/5005] lr: 8.6251e-02 eta: 8:56:27 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.2053 2022/11/28 00:19:26 - mmengine - INFO - Epoch(train) [30][ 200/5005] lr: 8.6233e-02 eta: 8:56:20 time: 0.0708 data_time: 0.0014 memory: 1679 loss: 1.9348 2022/11/28 00:19:33 - mmengine - INFO - Epoch(train) [30][ 300/5005] lr: 8.6215e-02 eta: 8:56:13 time: 0.0713 data_time: 0.0012 memory: 1679 loss: 1.8765 2022/11/28 00:19:40 - mmengine - INFO - Epoch(train) [30][ 400/5005] lr: 8.6197e-02 eta: 8:56:06 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.1681 2022/11/28 00:19:47 - mmengine - INFO - Epoch(train) [30][ 500/5005] lr: 8.6179e-02 eta: 8:55:59 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.0521 2022/11/28 00:19:55 - mmengine - INFO - Epoch(train) [30][ 600/5005] lr: 8.6161e-02 eta: 8:55:52 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.0578 2022/11/28 00:20:02 - mmengine - INFO - Epoch(train) [30][ 700/5005] lr: 8.6143e-02 eta: 8:55:46 time: 0.0771 data_time: 0.0013 memory: 1679 loss: 2.1691 2022/11/28 00:20:09 - mmengine - INFO - Epoch(train) [30][ 800/5005] lr: 8.6125e-02 eta: 8:55:39 time: 0.0715 data_time: 0.0012 memory: 1679 loss: 2.0915 2022/11/28 00:20:13 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:20:16 - mmengine - INFO - Epoch(train) [30][ 900/5005] lr: 8.6106e-02 eta: 8:55:32 time: 0.0714 data_time: 0.0012 memory: 1679 loss: 2.1745 2022/11/28 00:20:24 - mmengine - INFO - Epoch(train) [30][1000/5005] lr: 8.6088e-02 eta: 8:55:25 time: 0.0718 data_time: 0.0012 memory: 1679 loss: 2.0242 2022/11/28 00:20:31 - mmengine - INFO - Epoch(train) [30][1100/5005] lr: 8.6070e-02 eta: 8:55:19 time: 0.0716 data_time: 0.0012 memory: 1679 loss: 2.0595 2022/11/28 00:20:38 - mmengine - INFO - Epoch(train) [30][1200/5005] lr: 8.6052e-02 eta: 8:55:12 time: 0.0720 data_time: 0.0012 memory: 1679 loss: 2.0956 2022/11/28 00:20:45 - mmengine - INFO - Epoch(train) [30][1300/5005] lr: 8.6034e-02 eta: 8:55:05 time: 0.0716 data_time: 0.0015 memory: 1679 loss: 1.9387 2022/11/28 00:20:52 - mmengine - INFO - Epoch(train) [30][1400/5005] lr: 8.6016e-02 eta: 8:54:58 time: 0.0717 data_time: 0.0012 memory: 1679 loss: 2.0928 2022/11/28 00:21:00 - mmengine - INFO - Epoch(train) [30][1500/5005] lr: 8.5998e-02 eta: 8:54:52 time: 0.0713 data_time: 0.0016 memory: 1679 loss: 2.1001 2022/11/28 00:21:07 - mmengine - INFO - Epoch(train) [30][1600/5005] lr: 8.5980e-02 eta: 8:54:45 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.0795 2022/11/28 00:21:14 - mmengine - INFO - Epoch(train) [30][1700/5005] lr: 8.5961e-02 eta: 8:54:38 time: 0.0712 data_time: 0.0013 memory: 1679 loss: 2.1977 2022/11/28 00:21:21 - mmengine - INFO - Epoch(train) [30][1800/5005] lr: 8.5943e-02 eta: 8:54:31 time: 0.0714 data_time: 0.0012 memory: 1679 loss: 2.2133 2022/11/28 00:21:25 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:21:28 - mmengine - INFO - Epoch(train) [30][1900/5005] lr: 8.5925e-02 eta: 8:54:24 time: 0.0714 data_time: 0.0012 memory: 1679 loss: 2.0644 2022/11/28 00:21:36 - mmengine - INFO - Epoch(train) [30][2000/5005] lr: 8.5907e-02 eta: 8:54:17 time: 0.0719 data_time: 0.0012 memory: 1679 loss: 1.9220 2022/11/28 00:21:43 - mmengine - INFO - Epoch(train) [30][2100/5005] lr: 8.5889e-02 eta: 8:54:11 time: 0.0718 data_time: 0.0012 memory: 1679 loss: 1.9390 2022/11/28 00:21:50 - mmengine - INFO - Epoch(train) [30][2200/5005] lr: 8.5870e-02 eta: 8:54:04 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 1.9751 2022/11/28 00:21:57 - mmengine - INFO - Epoch(train) [30][2300/5005] lr: 8.5852e-02 eta: 8:53:58 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 1.8627 2022/11/28 00:22:05 - mmengine - INFO - Epoch(train) [30][2400/5005] lr: 8.5834e-02 eta: 8:53:51 time: 0.0714 data_time: 0.0012 memory: 1679 loss: 2.1051 2022/11/28 00:22:12 - mmengine - INFO - Epoch(train) [30][2500/5005] lr: 8.5816e-02 eta: 8:53:45 time: 0.0714 data_time: 0.0012 memory: 1679 loss: 2.0802 2022/11/28 00:22:19 - mmengine - INFO - Epoch(train) [30][2600/5005] lr: 8.5797e-02 eta: 8:53:38 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 1.9041 2022/11/28 00:22:27 - mmengine - INFO - Epoch(train) [30][2700/5005] lr: 8.5779e-02 eta: 8:53:31 time: 0.0714 data_time: 0.0016 memory: 1679 loss: 2.1072 2022/11/28 00:22:34 - mmengine - INFO - Epoch(train) [30][2800/5005] lr: 8.5761e-02 eta: 8:53:25 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.1148 2022/11/28 00:22:38 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:22:41 - mmengine - INFO - Epoch(train) [30][2900/5005] lr: 8.5743e-02 eta: 8:53:18 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.1850 2022/11/28 00:22:48 - mmengine - INFO - Epoch(train) [30][3000/5005] lr: 8.5724e-02 eta: 8:53:11 time: 0.0716 data_time: 0.0012 memory: 1679 loss: 2.1675 2022/11/28 00:22:56 - mmengine - INFO - Epoch(train) [30][3100/5005] lr: 8.5706e-02 eta: 8:53:04 time: 0.0710 data_time: 0.0015 memory: 1679 loss: 1.9190 2022/11/28 00:23:03 - mmengine - INFO - Epoch(train) [30][3200/5005] lr: 8.5688e-02 eta: 8:52:58 time: 0.0712 data_time: 0.0016 memory: 1679 loss: 2.0914 2022/11/28 00:23:10 - mmengine - INFO - Epoch(train) [30][3300/5005] lr: 8.5669e-02 eta: 8:52:51 time: 0.0710 data_time: 0.0013 memory: 1679 loss: 2.2811 2022/11/28 00:23:17 - mmengine - INFO - Epoch(train) [30][3400/5005] lr: 8.5651e-02 eta: 8:52:44 time: 0.0714 data_time: 0.0016 memory: 1679 loss: 2.2400 2022/11/28 00:23:24 - mmengine - INFO - Epoch(train) [30][3500/5005] lr: 8.5633e-02 eta: 8:52:37 time: 0.0717 data_time: 0.0016 memory: 1679 loss: 1.9939 2022/11/28 00:23:32 - mmengine - INFO - Epoch(train) [30][3600/5005] lr: 8.5614e-02 eta: 8:52:31 time: 0.0722 data_time: 0.0012 memory: 1679 loss: 2.2567 2022/11/28 00:23:39 - mmengine - INFO - Epoch(train) [30][3700/5005] lr: 8.5596e-02 eta: 8:52:24 time: 0.0780 data_time: 0.0012 memory: 1679 loss: 2.1205 2022/11/28 00:23:46 - mmengine - INFO - Epoch(train) [30][3800/5005] lr: 8.5578e-02 eta: 8:52:17 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 1.9813 2022/11/28 00:23:50 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:23:53 - mmengine - INFO - Epoch(train) [30][3900/5005] lr: 8.5559e-02 eta: 8:52:10 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 1.8352 2022/11/28 00:24:01 - mmengine - INFO - Epoch(train) [30][4000/5005] lr: 8.5541e-02 eta: 8:52:03 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 2.1500 2022/11/28 00:24:08 - mmengine - INFO - Epoch(train) [30][4100/5005] lr: 8.5522e-02 eta: 8:51:57 time: 0.0713 data_time: 0.0016 memory: 1679 loss: 2.1696 2022/11/28 00:24:15 - mmengine - INFO - Epoch(train) [30][4200/5005] lr: 8.5504e-02 eta: 8:51:50 time: 0.0709 data_time: 0.0017 memory: 1679 loss: 2.0539 2022/11/28 00:24:22 - mmengine - INFO - Epoch(train) [30][4300/5005] lr: 8.5486e-02 eta: 8:51:43 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.0464 2022/11/28 00:24:30 - mmengine - INFO - Epoch(train) [30][4400/5005] lr: 8.5467e-02 eta: 8:51:37 time: 0.0794 data_time: 0.0012 memory: 1679 loss: 2.2404 2022/11/28 00:24:37 - mmengine - INFO - Epoch(train) [30][4500/5005] lr: 8.5449e-02 eta: 8:51:30 time: 0.0713 data_time: 0.0013 memory: 1679 loss: 2.1025 2022/11/28 00:24:44 - mmengine - INFO - Epoch(train) [30][4600/5005] lr: 8.5430e-02 eta: 8:51:23 time: 0.0713 data_time: 0.0012 memory: 1679 loss: 1.9166 2022/11/28 00:24:51 - mmengine - INFO - Epoch(train) [30][4700/5005] lr: 8.5412e-02 eta: 8:51:16 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 2.2265 2022/11/28 00:24:58 - mmengine - INFO - Epoch(train) [30][4800/5005] lr: 8.5393e-02 eta: 8:51:09 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.1807 2022/11/28 00:25:02 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:25:06 - mmengine - INFO - Epoch(train) [30][4900/5005] lr: 8.5375e-02 eta: 8:51:03 time: 0.0715 data_time: 0.0012 memory: 1679 loss: 2.1901 2022/11/28 00:25:13 - mmengine - INFO - Epoch(train) [30][5000/5005] lr: 8.5356e-02 eta: 8:50:56 time: 0.0724 data_time: 0.0022 memory: 1679 loss: 2.0234 2022/11/28 00:25:13 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:25:13 - mmengine - INFO - Saving checkpoint at 30 epochs 2022/11/28 00:25:19 - mmengine - INFO - Epoch(val) [30][100/196] eta: 0:00:04 time: 0.0383 data_time: 0.0245 memory: 1679 2022/11/28 00:25:32 - mmengine - INFO - Epoch(val) [30][196/196] accuracy/top1: 57.7900 accuracy/top5: 81.8260 2022/11/28 00:25:39 - mmengine - INFO - Epoch(train) [31][ 100/5005] lr: 8.5337e-02 eta: 8:50:50 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 2.0739 2022/11/28 00:25:46 - mmengine - INFO - Epoch(train) [31][ 200/5005] lr: 8.5319e-02 eta: 8:50:43 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.1844 2022/11/28 00:25:54 - mmengine - INFO - Epoch(train) [31][ 300/5005] lr: 8.5300e-02 eta: 8:50:36 time: 0.0709 data_time: 0.0013 memory: 1679 loss: 2.0429 2022/11/28 00:26:01 - mmengine - INFO - Epoch(train) [31][ 400/5005] lr: 8.5281e-02 eta: 8:50:29 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 1.9926 2022/11/28 00:26:08 - mmengine - INFO - Epoch(train) [31][ 500/5005] lr: 8.5263e-02 eta: 8:50:22 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.3878 2022/11/28 00:26:15 - mmengine - INFO - Epoch(train) [31][ 600/5005] lr: 8.5244e-02 eta: 8:50:15 time: 0.0712 data_time: 0.0013 memory: 1679 loss: 2.2253 2022/11/28 00:26:23 - mmengine - INFO - Epoch(train) [31][ 700/5005] lr: 8.5226e-02 eta: 8:50:09 time: 0.0713 data_time: 0.0013 memory: 1679 loss: 2.1318 2022/11/28 00:26:30 - mmengine - INFO - Epoch(train) [31][ 800/5005] lr: 8.5207e-02 eta: 8:50:02 time: 0.0715 data_time: 0.0013 memory: 1679 loss: 1.8423 2022/11/28 00:26:33 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:26:37 - mmengine - INFO - Epoch(train) [31][ 900/5005] lr: 8.5189e-02 eta: 8:49:55 time: 0.0712 data_time: 0.0013 memory: 1679 loss: 2.2325 2022/11/28 00:26:44 - mmengine - INFO - Epoch(train) [31][1000/5005] lr: 8.5170e-02 eta: 8:49:48 time: 0.0721 data_time: 0.0013 memory: 1679 loss: 2.3247 2022/11/28 00:26:51 - mmengine - INFO - Epoch(train) [31][1100/5005] lr: 8.5152e-02 eta: 8:49:41 time: 0.0713 data_time: 0.0014 memory: 1679 loss: 2.0493 2022/11/28 00:26:59 - mmengine - INFO - Epoch(train) [31][1200/5005] lr: 8.5133e-02 eta: 8:49:35 time: 0.0716 data_time: 0.0017 memory: 1679 loss: 2.0316 2022/11/28 00:27:06 - mmengine - INFO - Epoch(train) [31][1300/5005] lr: 8.5114e-02 eta: 8:49:28 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.1536 2022/11/28 00:27:13 - mmengine - INFO - Epoch(train) [31][1400/5005] lr: 8.5096e-02 eta: 8:49:21 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 1.9733 2022/11/28 00:27:20 - mmengine - INFO - Epoch(train) [31][1500/5005] lr: 8.5077e-02 eta: 8:49:14 time: 0.0718 data_time: 0.0012 memory: 1679 loss: 2.0965 2022/11/28 00:27:28 - mmengine - INFO - Epoch(train) [31][1600/5005] lr: 8.5058e-02 eta: 8:49:08 time: 0.0710 data_time: 0.0013 memory: 1679 loss: 2.0735 2022/11/28 00:27:35 - mmengine - INFO - Epoch(train) [31][1700/5005] lr: 8.5040e-02 eta: 8:49:01 time: 0.0716 data_time: 0.0012 memory: 1679 loss: 1.9486 2022/11/28 00:27:42 - mmengine - INFO - Epoch(train) [31][1800/5005] lr: 8.5021e-02 eta: 8:48:55 time: 0.0720 data_time: 0.0013 memory: 1679 loss: 2.0995 2022/11/28 00:27:46 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:27:50 - mmengine - INFO - Epoch(train) [31][1900/5005] lr: 8.5002e-02 eta: 8:48:48 time: 0.0720 data_time: 0.0014 memory: 1679 loss: 2.2093 2022/11/28 00:27:57 - mmengine - INFO - Epoch(train) [31][2000/5005] lr: 8.4984e-02 eta: 8:48:42 time: 0.0720 data_time: 0.0012 memory: 1679 loss: 2.0104 2022/11/28 00:28:04 - mmengine - INFO - Epoch(train) [31][2100/5005] lr: 8.4965e-02 eta: 8:48:35 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 1.8653 2022/11/28 00:28:12 - mmengine - INFO - Epoch(train) [31][2200/5005] lr: 8.4946e-02 eta: 8:48:28 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 2.2250 2022/11/28 00:28:19 - mmengine - INFO - Epoch(train) [31][2300/5005] lr: 8.4928e-02 eta: 8:48:22 time: 0.0718 data_time: 0.0012 memory: 1679 loss: 2.0224 2022/11/28 00:28:26 - mmengine - INFO - Epoch(train) [31][2400/5005] lr: 8.4909e-02 eta: 8:48:15 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 1.9948 2022/11/28 00:28:33 - mmengine - INFO - Epoch(train) [31][2500/5005] lr: 8.4890e-02 eta: 8:48:08 time: 0.0717 data_time: 0.0012 memory: 1679 loss: 2.1843 2022/11/28 00:28:40 - mmengine - INFO - Epoch(train) [31][2600/5005] lr: 8.4871e-02 eta: 8:48:01 time: 0.0719 data_time: 0.0016 memory: 1679 loss: 1.9385 2022/11/28 00:28:48 - mmengine - INFO - Epoch(train) [31][2700/5005] lr: 8.4853e-02 eta: 8:47:54 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 1.9544 2022/11/28 00:28:55 - mmengine - INFO - Epoch(train) [31][2800/5005] lr: 8.4834e-02 eta: 8:47:48 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 2.1696 2022/11/28 00:28:59 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:29:02 - mmengine - INFO - Epoch(train) [31][2900/5005] lr: 8.4815e-02 eta: 8:47:41 time: 0.0712 data_time: 0.0014 memory: 1679 loss: 2.1539 2022/11/28 00:29:09 - mmengine - INFO - Epoch(train) [31][3000/5005] lr: 8.4796e-02 eta: 8:47:35 time: 0.0765 data_time: 0.0012 memory: 1679 loss: 2.1403 2022/11/28 00:29:17 - mmengine - INFO - Epoch(train) [31][3100/5005] lr: 8.4778e-02 eta: 8:47:28 time: 0.0714 data_time: 0.0012 memory: 1679 loss: 1.9944 2022/11/28 00:29:24 - mmengine - INFO - Epoch(train) [31][3200/5005] lr: 8.4759e-02 eta: 8:47:21 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 2.0643 2022/11/28 00:29:31 - mmengine - INFO - Epoch(train) [31][3300/5005] lr: 8.4740e-02 eta: 8:47:14 time: 0.0718 data_time: 0.0012 memory: 1679 loss: 2.0316 2022/11/28 00:29:39 - mmengine - INFO - Epoch(train) [31][3400/5005] lr: 8.4721e-02 eta: 8:47:08 time: 0.0768 data_time: 0.0013 memory: 1679 loss: 2.3764 2022/11/28 00:29:46 - mmengine - INFO - Epoch(train) [31][3500/5005] lr: 8.4702e-02 eta: 8:47:01 time: 0.0710 data_time: 0.0012 memory: 1679 loss: 2.2345 2022/11/28 00:29:53 - mmengine - INFO - Epoch(train) [31][3600/5005] lr: 8.4684e-02 eta: 8:46:54 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.0180 2022/11/28 00:30:00 - mmengine - INFO - Epoch(train) [31][3700/5005] lr: 8.4665e-02 eta: 8:46:47 time: 0.0719 data_time: 0.0013 memory: 1679 loss: 2.1063 2022/11/28 00:30:07 - mmengine - INFO - Epoch(train) [31][3800/5005] lr: 8.4646e-02 eta: 8:46:40 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 2.1158 2022/11/28 00:30:11 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:30:14 - mmengine - INFO - Epoch(train) [31][3900/5005] lr: 8.4627e-02 eta: 8:46:33 time: 0.0707 data_time: 0.0013 memory: 1679 loss: 2.2341 2022/11/28 00:30:22 - mmengine - INFO - Epoch(train) [31][4000/5005] lr: 8.4608e-02 eta: 8:46:27 time: 0.0786 data_time: 0.0013 memory: 1679 loss: 2.0451 2022/11/28 00:30:29 - mmengine - INFO - Epoch(train) [31][4100/5005] lr: 8.4589e-02 eta: 8:46:20 time: 0.0710 data_time: 0.0013 memory: 1679 loss: 2.0332 2022/11/28 00:30:36 - mmengine - INFO - Epoch(train) [31][4200/5005] lr: 8.4570e-02 eta: 8:46:13 time: 0.0721 data_time: 0.0016 memory: 1679 loss: 2.1715 2022/11/28 00:30:44 - mmengine - INFO - Epoch(train) [31][4300/5005] lr: 8.4551e-02 eta: 8:46:07 time: 0.0776 data_time: 0.0013 memory: 1679 loss: 2.0930 2022/11/28 00:30:51 - mmengine - INFO - Epoch(train) [31][4400/5005] lr: 8.4533e-02 eta: 8:46:00 time: 0.0709 data_time: 0.0012 memory: 1679 loss: 2.0775 2022/11/28 00:30:58 - mmengine - INFO - Epoch(train) [31][4500/5005] lr: 8.4514e-02 eta: 8:45:53 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 1.9544 2022/11/28 00:31:05 - mmengine - INFO - Epoch(train) [31][4600/5005] lr: 8.4495e-02 eta: 8:45:46 time: 0.0710 data_time: 0.0015 memory: 1679 loss: 2.1371 2022/11/28 00:31:12 - mmengine - INFO - Epoch(train) [31][4700/5005] lr: 8.4476e-02 eta: 8:45:39 time: 0.0712 data_time: 0.0013 memory: 1679 loss: 1.8868 2022/11/28 00:31:20 - mmengine - INFO - Epoch(train) [31][4800/5005] lr: 8.4457e-02 eta: 8:45:33 time: 0.0722 data_time: 0.0017 memory: 1679 loss: 2.2029 2022/11/28 00:31:23 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:31:27 - mmengine - INFO - Epoch(train) [31][4900/5005] lr: 8.4438e-02 eta: 8:45:26 time: 0.0792 data_time: 0.0013 memory: 1679 loss: 1.9682 2022/11/28 00:31:34 - mmengine - INFO - Epoch(train) [31][5000/5005] lr: 8.4419e-02 eta: 8:45:19 time: 0.0727 data_time: 0.0021 memory: 1679 loss: 1.9206 2022/11/28 00:31:35 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:31:35 - mmengine - INFO - Saving checkpoint at 31 epochs 2022/11/28 00:31:40 - mmengine - INFO - Epoch(val) [31][100/196] eta: 0:00:04 time: 0.0406 data_time: 0.0270 memory: 1679 2022/11/28 00:31:53 - mmengine - INFO - Epoch(val) [31][196/196] accuracy/top1: 58.6600 accuracy/top5: 82.3520 2022/11/28 00:32:00 - mmengine - INFO - Epoch(train) [32][ 100/5005] lr: 8.4399e-02 eta: 8:45:13 time: 0.0721 data_time: 0.0012 memory: 1679 loss: 1.9641 2022/11/28 00:32:07 - mmengine - INFO - Epoch(train) [32][ 200/5005] lr: 8.4380e-02 eta: 8:45:06 time: 0.0713 data_time: 0.0017 memory: 1679 loss: 1.9258 2022/11/28 00:32:15 - mmengine - INFO - Epoch(train) [32][ 300/5005] lr: 8.4361e-02 eta: 8:44:59 time: 0.0715 data_time: 0.0012 memory: 1679 loss: 1.9313 2022/11/28 00:32:22 - mmengine - INFO - Epoch(train) [32][ 400/5005] lr: 8.4342e-02 eta: 8:44:52 time: 0.0718 data_time: 0.0012 memory: 1679 loss: 1.8327 2022/11/28 00:32:29 - mmengine - INFO - Epoch(train) [32][ 500/5005] lr: 8.4323e-02 eta: 8:44:45 time: 0.0712 data_time: 0.0013 memory: 1679 loss: 2.0906 2022/11/28 00:32:36 - mmengine - INFO - Epoch(train) [32][ 600/5005] lr: 8.4304e-02 eta: 8:44:39 time: 0.0719 data_time: 0.0012 memory: 1679 loss: 2.4241 2022/11/28 00:32:44 - mmengine - INFO - Epoch(train) [32][ 700/5005] lr: 8.4285e-02 eta: 8:44:32 time: 0.0716 data_time: 0.0015 memory: 1679 loss: 2.2391 2022/11/28 00:32:51 - mmengine - INFO - Epoch(train) [32][ 800/5005] lr: 8.4266e-02 eta: 8:44:25 time: 0.0788 data_time: 0.0013 memory: 1679 loss: 1.8334 2022/11/28 00:32:54 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:32:58 - mmengine - INFO - Epoch(train) [32][ 900/5005] lr: 8.4247e-02 eta: 8:44:18 time: 0.0715 data_time: 0.0017 memory: 1679 loss: 1.9432 2022/11/28 00:33:05 - mmengine - INFO - Epoch(train) [32][1000/5005] lr: 8.4228e-02 eta: 8:44:11 time: 0.0712 data_time: 0.0014 memory: 1679 loss: 1.9879 2022/11/28 00:33:13 - mmengine - INFO - Epoch(train) [32][1100/5005] lr: 8.4209e-02 eta: 8:44:05 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 2.1053 2022/11/28 00:33:20 - mmengine - INFO - Epoch(train) [32][1200/5005] lr: 8.4190e-02 eta: 8:43:58 time: 0.0716 data_time: 0.0013 memory: 1679 loss: 2.1475 2022/11/28 00:33:27 - mmengine - INFO - Epoch(train) [32][1300/5005] lr: 8.4170e-02 eta: 8:43:51 time: 0.0714 data_time: 0.0016 memory: 1679 loss: 2.1387 2022/11/28 00:33:34 - mmengine - INFO - Epoch(train) [32][1400/5005] lr: 8.4151e-02 eta: 8:43:44 time: 0.0713 data_time: 0.0012 memory: 1679 loss: 2.0535 2022/11/28 00:33:41 - mmengine - INFO - Epoch(train) [32][1500/5005] lr: 8.4132e-02 eta: 8:43:37 time: 0.0715 data_time: 0.0012 memory: 1679 loss: 1.9168 2022/11/28 00:33:49 - mmengine - INFO - Epoch(train) [32][1600/5005] lr: 8.4113e-02 eta: 8:43:30 time: 0.0721 data_time: 0.0013 memory: 1679 loss: 2.0816 2022/11/28 00:33:56 - mmengine - INFO - Epoch(train) [32][1700/5005] lr: 8.4094e-02 eta: 8:43:23 time: 0.0716 data_time: 0.0012 memory: 1679 loss: 2.1529 2022/11/28 00:34:03 - mmengine - INFO - Epoch(train) [32][1800/5005] lr: 8.4075e-02 eta: 8:43:17 time: 0.0713 data_time: 0.0015 memory: 1679 loss: 2.1279 2022/11/28 00:34:06 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:34:10 - mmengine - INFO - Epoch(train) [32][1900/5005] lr: 8.4056e-02 eta: 8:43:10 time: 0.0806 data_time: 0.0013 memory: 1679 loss: 1.9530 2022/11/28 00:34:18 - mmengine - INFO - Epoch(train) [32][2000/5005] lr: 8.4037e-02 eta: 8:43:04 time: 0.0782 data_time: 0.0013 memory: 1679 loss: 2.3109 2022/11/28 00:34:25 - mmengine - INFO - Epoch(train) [32][2100/5005] lr: 8.4017e-02 eta: 8:42:57 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.2598 2022/11/28 00:34:32 - mmengine - INFO - Epoch(train) [32][2200/5005] lr: 8.3998e-02 eta: 8:42:50 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 2.0572 2022/11/28 00:34:39 - mmengine - INFO - Epoch(train) [32][2300/5005] lr: 8.3979e-02 eta: 8:42:43 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.1406 2022/11/28 00:34:47 - mmengine - INFO - Epoch(train) [32][2400/5005] lr: 8.3960e-02 eta: 8:42:36 time: 0.0716 data_time: 0.0016 memory: 1679 loss: 2.3481 2022/11/28 00:34:54 - mmengine - INFO - Epoch(train) [32][2500/5005] lr: 8.3941e-02 eta: 8:42:30 time: 0.0712 data_time: 0.0014 memory: 1679 loss: 2.1364 2022/11/28 00:35:01 - mmengine - INFO - Epoch(train) [32][2600/5005] lr: 8.3921e-02 eta: 8:42:23 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.0862 2022/11/28 00:35:08 - mmengine - INFO - Epoch(train) [32][2700/5005] lr: 8.3902e-02 eta: 8:42:16 time: 0.0707 data_time: 0.0013 memory: 1679 loss: 2.0263 2022/11/28 00:35:16 - mmengine - INFO - Epoch(train) [32][2800/5005] lr: 8.3883e-02 eta: 8:42:10 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.4174 2022/11/28 00:35:19 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:35:23 - mmengine - INFO - Epoch(train) [32][2900/5005] lr: 8.3864e-02 eta: 8:42:03 time: 0.0719 data_time: 0.0012 memory: 1679 loss: 2.0553 2022/11/28 00:35:30 - mmengine - INFO - Epoch(train) [32][3000/5005] lr: 8.3845e-02 eta: 8:41:56 time: 0.0711 data_time: 0.0017 memory: 1679 loss: 2.0647 2022/11/28 00:35:37 - mmengine - INFO - Epoch(train) [32][3100/5005] lr: 8.3825e-02 eta: 8:41:49 time: 0.0806 data_time: 0.0019 memory: 1679 loss: 1.8542 2022/11/28 00:35:45 - mmengine - INFO - Epoch(train) [32][3200/5005] lr: 8.3806e-02 eta: 8:41:42 time: 0.0720 data_time: 0.0013 memory: 1679 loss: 2.4894 2022/11/28 00:35:52 - mmengine - INFO - Epoch(train) [32][3300/5005] lr: 8.3787e-02 eta: 8:41:36 time: 0.0716 data_time: 0.0017 memory: 1679 loss: 1.9406 2022/11/28 00:35:59 - mmengine - INFO - Epoch(train) [32][3400/5005] lr: 8.3767e-02 eta: 8:41:29 time: 0.0771 data_time: 0.0013 memory: 1679 loss: 2.0322 2022/11/28 00:36:07 - mmengine - INFO - Epoch(train) [32][3500/5005] lr: 8.3748e-02 eta: 8:41:22 time: 0.0710 data_time: 0.0014 memory: 1679 loss: 2.2644 2022/11/28 00:36:14 - mmengine - INFO - Epoch(train) [32][3600/5005] lr: 8.3729e-02 eta: 8:41:16 time: 0.0720 data_time: 0.0012 memory: 1679 loss: 2.2293 2022/11/28 00:36:21 - mmengine - INFO - Epoch(train) [32][3700/5005] lr: 8.3710e-02 eta: 8:41:09 time: 0.0710 data_time: 0.0013 memory: 1679 loss: 1.9755 2022/11/28 00:36:28 - mmengine - INFO - Epoch(train) [32][3800/5005] lr: 8.3690e-02 eta: 8:41:02 time: 0.0711 data_time: 0.0018 memory: 1679 loss: 2.1037 2022/11/28 00:36:31 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:36:35 - mmengine - INFO - Epoch(train) [32][3900/5005] lr: 8.3671e-02 eta: 8:40:55 time: 0.0715 data_time: 0.0012 memory: 1679 loss: 2.1835 2022/11/28 00:36:43 - mmengine - INFO - Epoch(train) [32][4000/5005] lr: 8.3652e-02 eta: 8:40:48 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.2895 2022/11/28 00:36:50 - mmengine - INFO - Epoch(train) [32][4100/5005] lr: 8.3632e-02 eta: 8:40:41 time: 0.0722 data_time: 0.0012 memory: 1679 loss: 1.9696 2022/11/28 00:36:57 - mmengine - INFO - Epoch(train) [32][4200/5005] lr: 8.3613e-02 eta: 8:40:35 time: 0.0708 data_time: 0.0013 memory: 1679 loss: 1.9870 2022/11/28 00:37:04 - mmengine - INFO - Epoch(train) [32][4300/5005] lr: 8.3594e-02 eta: 8:40:28 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 2.1155 2022/11/28 00:37:12 - mmengine - INFO - Epoch(train) [32][4400/5005] lr: 8.3574e-02 eta: 8:40:21 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.0438 2022/11/28 00:37:19 - mmengine - INFO - Epoch(train) [32][4500/5005] lr: 8.3555e-02 eta: 8:40:14 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.0640 2022/11/28 00:37:26 - mmengine - INFO - Epoch(train) [32][4600/5005] lr: 8.3535e-02 eta: 8:40:07 time: 0.0814 data_time: 0.0012 memory: 1679 loss: 2.1592 2022/11/28 00:37:33 - mmengine - INFO - Epoch(train) [32][4700/5005] lr: 8.3516e-02 eta: 8:40:01 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.3207 2022/11/28 00:37:41 - mmengine - INFO - Epoch(train) [32][4800/5005] lr: 8.3497e-02 eta: 8:39:54 time: 0.0720 data_time: 0.0013 memory: 1679 loss: 2.1385 2022/11/28 00:37:44 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:37:48 - mmengine - INFO - Epoch(train) [32][4900/5005] lr: 8.3477e-02 eta: 8:39:47 time: 0.0712 data_time: 0.0015 memory: 1679 loss: 2.0469 2022/11/28 00:37:55 - mmengine - INFO - Epoch(train) [32][5000/5005] lr: 8.3458e-02 eta: 8:39:40 time: 0.0724 data_time: 0.0022 memory: 1679 loss: 2.3291 2022/11/28 00:37:55 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:37:55 - mmengine - INFO - Saving checkpoint at 32 epochs 2022/11/28 00:38:01 - mmengine - INFO - Epoch(val) [32][100/196] eta: 0:00:04 time: 0.0391 data_time: 0.0255 memory: 1679 2022/11/28 00:38:14 - mmengine - INFO - Epoch(val) [32][196/196] accuracy/top1: 58.7360 accuracy/top5: 82.3860 2022/11/28 00:38:22 - mmengine - INFO - Epoch(train) [33][ 100/5005] lr: 8.3437e-02 eta: 8:39:34 time: 0.0715 data_time: 0.0014 memory: 1679 loss: 2.1916 2022/11/28 00:38:29 - mmengine - INFO - Epoch(train) [33][ 200/5005] lr: 8.3418e-02 eta: 8:39:27 time: 0.0712 data_time: 0.0013 memory: 1679 loss: 2.1446 2022/11/28 00:38:36 - mmengine - INFO - Epoch(train) [33][ 300/5005] lr: 8.3398e-02 eta: 8:39:21 time: 0.0760 data_time: 0.0058 memory: 1679 loss: 1.9590 2022/11/28 00:38:43 - mmengine - INFO - Epoch(train) [33][ 400/5005] lr: 8.3379e-02 eta: 8:39:14 time: 0.0717 data_time: 0.0019 memory: 1679 loss: 1.9596 2022/11/28 00:38:50 - mmengine - INFO - Epoch(train) [33][ 500/5005] lr: 8.3359e-02 eta: 8:39:07 time: 0.0708 data_time: 0.0012 memory: 1679 loss: 2.1456 2022/11/28 00:38:58 - mmengine - INFO - Epoch(train) [33][ 600/5005] lr: 8.3340e-02 eta: 8:39:00 time: 0.0714 data_time: 0.0016 memory: 1679 loss: 2.0815 2022/11/28 00:39:05 - mmengine - INFO - Epoch(train) [33][ 700/5005] lr: 8.3320e-02 eta: 8:38:54 time: 0.0710 data_time: 0.0013 memory: 1679 loss: 1.9686 2022/11/28 00:39:12 - mmengine - INFO - Epoch(train) [33][ 800/5005] lr: 8.3301e-02 eta: 8:38:47 time: 0.0719 data_time: 0.0012 memory: 1679 loss: 2.1509 2022/11/28 00:39:15 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:39:19 - mmengine - INFO - Epoch(train) [33][ 900/5005] lr: 8.3281e-02 eta: 8:38:40 time: 0.0723 data_time: 0.0012 memory: 1679 loss: 2.0950 2022/11/28 00:39:27 - mmengine - INFO - Epoch(train) [33][1000/5005] lr: 8.3262e-02 eta: 8:38:33 time: 0.0714 data_time: 0.0012 memory: 1679 loss: 2.1696 2022/11/28 00:39:34 - mmengine - INFO - Epoch(train) [33][1100/5005] lr: 8.3242e-02 eta: 8:38:26 time: 0.0718 data_time: 0.0012 memory: 1679 loss: 1.9078 2022/11/28 00:39:41 - mmengine - INFO - Epoch(train) [33][1200/5005] lr: 8.3223e-02 eta: 8:38:19 time: 0.0713 data_time: 0.0012 memory: 1679 loss: 2.0383 2022/11/28 00:39:48 - mmengine - INFO - Epoch(train) [33][1300/5005] lr: 8.3203e-02 eta: 8:38:13 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 2.1244 2022/11/28 00:39:56 - mmengine - INFO - Epoch(train) [33][1400/5005] lr: 8.3184e-02 eta: 8:38:06 time: 0.0719 data_time: 0.0012 memory: 1679 loss: 2.0288 2022/11/28 00:40:03 - mmengine - INFO - Epoch(train) [33][1500/5005] lr: 8.3164e-02 eta: 8:37:59 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 2.0397 2022/11/28 00:40:10 - mmengine - INFO - Epoch(train) [33][1600/5005] lr: 8.3145e-02 eta: 8:37:53 time: 0.0712 data_time: 0.0015 memory: 1679 loss: 1.9915 2022/11/28 00:40:18 - mmengine - INFO - Epoch(train) [33][1700/5005] lr: 8.3125e-02 eta: 8:37:46 time: 0.0716 data_time: 0.0016 memory: 1679 loss: 2.2551 2022/11/28 00:40:25 - mmengine - INFO - Epoch(train) [33][1800/5005] lr: 8.3105e-02 eta: 8:37:39 time: 0.0709 data_time: 0.0013 memory: 1679 loss: 2.0814 2022/11/28 00:40:28 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:40:32 - mmengine - INFO - Epoch(train) [33][1900/5005] lr: 8.3086e-02 eta: 8:37:32 time: 0.0716 data_time: 0.0012 memory: 1679 loss: 2.3613 2022/11/28 00:40:39 - mmengine - INFO - Epoch(train) [33][2000/5005] lr: 8.3066e-02 eta: 8:37:26 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 2.2818 2022/11/28 00:40:46 - mmengine - INFO - Epoch(train) [33][2100/5005] lr: 8.3047e-02 eta: 8:37:19 time: 0.0711 data_time: 0.0012 memory: 1679 loss: 2.0597 2022/11/28 00:40:54 - mmengine - INFO - Epoch(train) [33][2200/5005] lr: 8.3027e-02 eta: 8:37:12 time: 0.0716 data_time: 0.0017 memory: 1679 loss: 2.2225 2022/11/28 00:41:01 - mmengine - INFO - Epoch(train) [33][2300/5005] lr: 8.3007e-02 eta: 8:37:05 time: 0.0715 data_time: 0.0016 memory: 1679 loss: 1.9871 2022/11/28 00:41:08 - mmengine - INFO - Epoch(train) [33][2400/5005] lr: 8.2988e-02 eta: 8:36:58 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 1.9206 2022/11/28 00:41:15 - mmengine - INFO - Epoch(train) [33][2500/5005] lr: 8.2968e-02 eta: 8:36:51 time: 0.0719 data_time: 0.0017 memory: 1679 loss: 1.9634 2022/11/28 00:41:23 - mmengine - INFO - Epoch(train) [33][2600/5005] lr: 8.2948e-02 eta: 8:36:45 time: 0.0711 data_time: 0.0013 memory: 1679 loss: 2.0950 2022/11/28 00:41:30 - mmengine - INFO - Epoch(train) [33][2700/5005] lr: 8.2929e-02 eta: 8:36:38 time: 0.0710 data_time: 0.0014 memory: 1679 loss: 2.1302 2022/11/28 00:41:37 - mmengine - INFO - Epoch(train) [33][2800/5005] lr: 8.2909e-02 eta: 8:36:31 time: 0.0720 data_time: 0.0013 memory: 1679 loss: 2.2240 2022/11/28 00:41:40 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:41:44 - mmengine - INFO - Epoch(train) [33][2900/5005] lr: 8.2889e-02 eta: 8:36:24 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 2.1813 2022/11/28 00:41:52 - mmengine - INFO - Epoch(train) [33][3000/5005] lr: 8.2870e-02 eta: 8:36:18 time: 0.0715 data_time: 0.0016 memory: 1679 loss: 1.9389 2022/11/28 00:41:59 - mmengine - INFO - Epoch(train) [33][3100/5005] lr: 8.2850e-02 eta: 8:36:11 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 2.3580 2022/11/28 00:42:06 - mmengine - INFO - Epoch(train) [33][3200/5005] lr: 8.2830e-02 eta: 8:36:04 time: 0.0777 data_time: 0.0013 memory: 1679 loss: 2.0686 2022/11/28 00:42:14 - mmengine - INFO - Epoch(train) [33][3300/5005] lr: 8.2810e-02 eta: 8:35:57 time: 0.0810 data_time: 0.0012 memory: 1679 loss: 1.7503 2022/11/28 00:42:21 - mmengine - INFO - Epoch(train) [33][3400/5005] lr: 8.2791e-02 eta: 8:35:51 time: 0.0716 data_time: 0.0012 memory: 1679 loss: 2.0944 2022/11/28 00:42:28 - mmengine - INFO - Epoch(train) [33][3500/5005] lr: 8.2771e-02 eta: 8:35:44 time: 0.0711 data_time: 0.0017 memory: 1679 loss: 2.2501 2022/11/28 00:42:35 - mmengine - INFO - Epoch(train) [33][3600/5005] lr: 8.2751e-02 eta: 8:35:37 time: 0.0713 data_time: 0.0013 memory: 1679 loss: 2.0651 2022/11/28 00:42:43 - mmengine - INFO - Epoch(train) [33][3700/5005] lr: 8.2731e-02 eta: 8:35:30 time: 0.0720 data_time: 0.0017 memory: 1679 loss: 2.0400 2022/11/28 00:42:50 - mmengine - INFO - Epoch(train) [33][3800/5005] lr: 8.2712e-02 eta: 8:35:23 time: 0.0713 data_time: 0.0013 memory: 1679 loss: 1.7613 2022/11/28 00:42:53 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:42:57 - mmengine - INFO - Epoch(train) [33][3900/5005] lr: 8.2692e-02 eta: 8:35:16 time: 0.0723 data_time: 0.0013 memory: 1679 loss: 1.9163 2022/11/28 00:43:04 - mmengine - INFO - Epoch(train) [33][4000/5005] lr: 8.2672e-02 eta: 8:35:10 time: 0.0713 data_time: 0.0015 memory: 1679 loss: 2.1281 2022/11/28 00:43:12 - mmengine - INFO - Epoch(train) [33][4100/5005] lr: 8.2652e-02 eta: 8:35:03 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 2.0711 2022/11/28 00:43:19 - mmengine - INFO - Epoch(train) [33][4200/5005] lr: 8.2632e-02 eta: 8:34:56 time: 0.0712 data_time: 0.0013 memory: 1679 loss: 2.1528 2022/11/28 00:43:26 - mmengine - INFO - Epoch(train) [33][4300/5005] lr: 8.2613e-02 eta: 8:34:49 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 1.9410 2022/11/28 00:43:33 - mmengine - INFO - Epoch(train) [33][4400/5005] lr: 8.2593e-02 eta: 8:34:43 time: 0.0712 data_time: 0.0013 memory: 1679 loss: 2.0428 2022/11/28 00:43:41 - mmengine - INFO - Epoch(train) [33][4500/5005] lr: 8.2573e-02 eta: 8:34:36 time: 0.0713 data_time: 0.0017 memory: 1679 loss: 2.0981 2022/11/28 00:43:48 - mmengine - INFO - Epoch(train) [33][4600/5005] lr: 8.2553e-02 eta: 8:34:29 time: 0.0716 data_time: 0.0013 memory: 1679 loss: 2.2204 2022/11/28 00:43:55 - mmengine - INFO - Epoch(train) [33][4700/5005] lr: 8.2533e-02 eta: 8:34:23 time: 0.0720 data_time: 0.0013 memory: 1679 loss: 2.0140 2022/11/28 00:44:03 - mmengine - INFO - Epoch(train) [33][4800/5005] lr: 8.2513e-02 eta: 8:34:16 time: 0.0720 data_time: 0.0013 memory: 1679 loss: 2.0216 2022/11/28 00:44:05 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:44:10 - mmengine - INFO - Epoch(train) [33][4900/5005] lr: 8.2493e-02 eta: 8:34:09 time: 0.0713 data_time: 0.0013 memory: 1679 loss: 2.1739 2022/11/28 00:44:17 - mmengine - INFO - Epoch(train) [33][5000/5005] lr: 8.2474e-02 eta: 8:34:02 time: 0.0734 data_time: 0.0023 memory: 1679 loss: 1.8486 2022/11/28 00:44:17 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:44:17 - mmengine - INFO - Saving checkpoint at 33 epochs 2022/11/28 00:44:22 - mmengine - INFO - Epoch(val) [33][100/196] eta: 0:00:03 time: 0.0361 data_time: 0.0223 memory: 1679 2022/11/28 00:44:36 - mmengine - INFO - Epoch(val) [33][196/196] accuracy/top1: 58.3040 accuracy/top5: 82.2220 2022/11/28 00:44:43 - mmengine - INFO - Epoch(train) [34][ 100/5005] lr: 8.2453e-02 eta: 8:33:56 time: 0.0715 data_time: 0.0013 memory: 1679 loss: 2.0968 2022/11/28 00:44:51 - mmengine - INFO - Epoch(train) [34][ 200/5005] lr: 8.2433e-02 eta: 8:33:49 time: 0.0714 data_time: 0.0017 memory: 1679 loss: 2.0486 2022/11/28 00:44:58 - mmengine - INFO - Epoch(train) [34][ 300/5005] lr: 8.2413e-02 eta: 8:33:42 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 2.2306 2022/11/28 00:45:05 - mmengine - INFO - Epoch(train) [34][ 400/5005] lr: 8.2393e-02 eta: 8:33:36 time: 0.0713 data_time: 0.0013 memory: 1679 loss: 1.7893 2022/11/28 00:45:12 - mmengine - INFO - Epoch(train) [34][ 500/5005] lr: 8.2373e-02 eta: 8:33:29 time: 0.0715 data_time: 0.0014 memory: 1679 loss: 1.7716 2022/11/28 00:45:20 - mmengine - INFO - Epoch(train) [34][ 600/5005] lr: 8.2353e-02 eta: 8:33:22 time: 0.0712 data_time: 0.0013 memory: 1679 loss: 2.0766 2022/11/28 00:45:27 - mmengine - INFO - Epoch(train) [34][ 700/5005] lr: 8.2333e-02 eta: 8:33:16 time: 0.0713 data_time: 0.0013 memory: 1679 loss: 1.9958 2022/11/28 00:45:34 - mmengine - INFO - Epoch(train) [34][ 800/5005] lr: 8.2313e-02 eta: 8:33:09 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 2.0289 2022/11/28 00:45:37 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:45:41 - mmengine - INFO - Epoch(train) [34][ 900/5005] lr: 8.2293e-02 eta: 8:33:02 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 2.0301 2022/11/28 00:45:49 - mmengine - INFO - Epoch(train) [34][1000/5005] lr: 8.2273e-02 eta: 8:32:55 time: 0.0712 data_time: 0.0014 memory: 1679 loss: 2.0130 2022/11/28 00:45:56 - mmengine - INFO - Epoch(train) [34][1100/5005] lr: 8.2253e-02 eta: 8:32:48 time: 0.0716 data_time: 0.0012 memory: 1679 loss: 2.1268 2022/11/28 00:46:03 - mmengine - INFO - Epoch(train) [34][1200/5005] lr: 8.2233e-02 eta: 8:32:41 time: 0.0715 data_time: 0.0013 memory: 1679 loss: 2.0259 2022/11/28 00:46:10 - mmengine - INFO - Epoch(train) [34][1300/5005] lr: 8.2213e-02 eta: 8:32:34 time: 0.0713 data_time: 0.0015 memory: 1679 loss: 1.8940 2022/11/28 00:46:18 - mmengine - INFO - Epoch(train) [34][1400/5005] lr: 8.2193e-02 eta: 8:32:28 time: 0.0768 data_time: 0.0012 memory: 1679 loss: 1.9256 2022/11/28 00:46:25 - mmengine - INFO - Epoch(train) [34][1500/5005] lr: 8.2173e-02 eta: 8:32:21 time: 0.0712 data_time: 0.0013 memory: 1679 loss: 2.0561 2022/11/28 00:46:32 - mmengine - INFO - Epoch(train) [34][1600/5005] lr: 8.2153e-02 eta: 8:32:14 time: 0.0785 data_time: 0.0013 memory: 1679 loss: 2.0272 2022/11/28 00:46:40 - mmengine - INFO - Epoch(train) [34][1700/5005] lr: 8.2133e-02 eta: 8:32:08 time: 0.0730 data_time: 0.0013 memory: 1679 loss: 1.9397 2022/11/28 00:46:47 - mmengine - INFO - Epoch(train) [34][1800/5005] lr: 8.2113e-02 eta: 8:32:01 time: 0.0723 data_time: 0.0012 memory: 1679 loss: 1.9247 2022/11/28 00:46:49 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:46:54 - mmengine - INFO - Epoch(train) [34][1900/5005] lr: 8.2093e-02 eta: 8:31:55 time: 0.0756 data_time: 0.0017 memory: 1679 loss: 2.2488 2022/11/28 00:47:01 - mmengine - INFO - Epoch(train) [34][2000/5005] lr: 8.2073e-02 eta: 8:31:48 time: 0.0720 data_time: 0.0013 memory: 1679 loss: 2.2540 2022/11/28 00:47:09 - mmengine - INFO - Epoch(train) [34][2100/5005] lr: 8.2053e-02 eta: 8:31:41 time: 0.0726 data_time: 0.0013 memory: 1679 loss: 2.1804 2022/11/28 00:47:16 - mmengine - INFO - Epoch(train) [34][2200/5005] lr: 8.2033e-02 eta: 8:31:34 time: 0.0719 data_time: 0.0013 memory: 1679 loss: 2.1490 2022/11/28 00:47:23 - mmengine - INFO - Epoch(train) [34][2300/5005] lr: 8.2013e-02 eta: 8:31:27 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 2.0102 2022/11/28 00:47:30 - mmengine - INFO - Epoch(train) [34][2400/5005] lr: 8.1993e-02 eta: 8:31:20 time: 0.0712 data_time: 0.0014 memory: 1679 loss: 1.9065 2022/11/28 00:47:38 - mmengine - INFO - Epoch(train) [34][2500/5005] lr: 8.1973e-02 eta: 8:31:14 time: 0.0720 data_time: 0.0013 memory: 1679 loss: 1.9051 2022/11/28 00:47:45 - mmengine - INFO - Epoch(train) [34][2600/5005] lr: 8.1953e-02 eta: 8:31:07 time: 0.0716 data_time: 0.0013 memory: 1679 loss: 2.2544 2022/11/28 00:47:52 - mmengine - INFO - Epoch(train) [34][2700/5005] lr: 8.1932e-02 eta: 8:31:00 time: 0.0712 data_time: 0.0013 memory: 1679 loss: 2.0360 2022/11/28 00:47:59 - mmengine - INFO - Epoch(train) [34][2800/5005] lr: 8.1912e-02 eta: 8:30:53 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 1.9667 2022/11/28 00:48:02 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:48:07 - mmengine - INFO - Epoch(train) [34][2900/5005] lr: 8.1892e-02 eta: 8:30:46 time: 0.0781 data_time: 0.0013 memory: 1679 loss: 2.0820 2022/11/28 00:48:14 - mmengine - INFO - Epoch(train) [34][3000/5005] lr: 8.1872e-02 eta: 8:30:40 time: 0.0712 data_time: 0.0013 memory: 1679 loss: 2.3225 2022/11/28 00:48:21 - mmengine - INFO - Epoch(train) [34][3100/5005] lr: 8.1852e-02 eta: 8:30:33 time: 0.0721 data_time: 0.0017 memory: 1679 loss: 1.9145 2022/11/28 00:48:29 - mmengine - INFO - Epoch(train) [34][3200/5005] lr: 8.1832e-02 eta: 8:30:26 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 2.1636 2022/11/28 00:48:36 - mmengine - INFO - Epoch(train) [34][3300/5005] lr: 8.1812e-02 eta: 8:30:19 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 1.8946 2022/11/28 00:48:43 - mmengine - INFO - Epoch(train) [34][3400/5005] lr: 8.1791e-02 eta: 8:30:13 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 2.0783 2022/11/28 00:48:50 - mmengine - INFO - Epoch(train) [34][3500/5005] lr: 8.1771e-02 eta: 8:30:06 time: 0.0723 data_time: 0.0017 memory: 1679 loss: 2.0508 2022/11/28 00:48:58 - mmengine - INFO - Epoch(train) [34][3600/5005] lr: 8.1751e-02 eta: 8:29:59 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 2.0825 2022/11/28 00:49:05 - mmengine - INFO - Epoch(train) [34][3700/5005] lr: 8.1731e-02 eta: 8:29:52 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 2.1204 2022/11/28 00:49:12 - mmengine - INFO - Epoch(train) [34][3800/5005] lr: 8.1711e-02 eta: 8:29:45 time: 0.0719 data_time: 0.0013 memory: 1679 loss: 2.2787 2022/11/28 00:49:15 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:49:19 - mmengine - INFO - Epoch(train) [34][3900/5005] lr: 8.1690e-02 eta: 8:29:38 time: 0.0712 data_time: 0.0013 memory: 1679 loss: 2.2480 2022/11/28 00:49:26 - mmengine - INFO - Epoch(train) [34][4000/5005] lr: 8.1670e-02 eta: 8:29:31 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 1.8931 2022/11/28 00:49:34 - mmengine - INFO - Epoch(train) [34][4100/5005] lr: 8.1650e-02 eta: 8:29:25 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 1.9928 2022/11/28 00:49:41 - mmengine - INFO - Epoch(train) [34][4200/5005] lr: 8.1630e-02 eta: 8:29:18 time: 0.0717 data_time: 0.0017 memory: 1679 loss: 1.9724 2022/11/28 00:49:48 - mmengine - INFO - Epoch(train) [34][4300/5005] lr: 8.1609e-02 eta: 8:29:11 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 2.0492 2022/11/28 00:49:56 - mmengine - INFO - Epoch(train) [34][4400/5005] lr: 8.1589e-02 eta: 8:29:04 time: 0.0716 data_time: 0.0013 memory: 1679 loss: 2.1690 2022/11/28 00:50:03 - mmengine - INFO - Epoch(train) [34][4500/5005] lr: 8.1569e-02 eta: 8:28:58 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 1.9989 2022/11/28 00:50:10 - mmengine - INFO - Epoch(train) [34][4600/5005] lr: 8.1548e-02 eta: 8:28:51 time: 0.0713 data_time: 0.0014 memory: 1679 loss: 2.0746 2022/11/28 00:50:17 - mmengine - INFO - Epoch(train) [34][4700/5005] lr: 8.1528e-02 eta: 8:28:44 time: 0.0718 data_time: 0.0012 memory: 1679 loss: 2.1159 2022/11/28 00:50:25 - mmengine - INFO - Epoch(train) [34][4800/5005] lr: 8.1508e-02 eta: 8:28:37 time: 0.0722 data_time: 0.0013 memory: 1679 loss: 2.2145 2022/11/28 00:50:27 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:50:32 - mmengine - INFO - Epoch(train) [34][4900/5005] lr: 8.1488e-02 eta: 8:28:31 time: 0.0719 data_time: 0.0013 memory: 1679 loss: 1.9880 2022/11/28 00:50:39 - mmengine - INFO - Epoch(train) [34][5000/5005] lr: 8.1467e-02 eta: 8:28:24 time: 0.0729 data_time: 0.0021 memory: 1679 loss: 2.0302 2022/11/28 00:50:40 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:50:40 - mmengine - INFO - Saving checkpoint at 34 epochs 2022/11/28 00:50:45 - mmengine - INFO - Epoch(val) [34][100/196] eta: 0:00:04 time: 0.0375 data_time: 0.0229 memory: 1679 2022/11/28 00:50:58 - mmengine - INFO - Epoch(val) [34][196/196] accuracy/top1: 57.9980 accuracy/top5: 82.0500 2022/11/28 00:51:06 - mmengine - INFO - Epoch(train) [35][ 100/5005] lr: 8.1446e-02 eta: 8:28:17 time: 0.0729 data_time: 0.0013 memory: 1679 loss: 1.9700 2022/11/28 00:51:13 - mmengine - INFO - Epoch(train) [35][ 200/5005] lr: 8.1426e-02 eta: 8:28:10 time: 0.0720 data_time: 0.0013 memory: 1679 loss: 2.2239 2022/11/28 00:51:20 - mmengine - INFO - Epoch(train) [35][ 300/5005] lr: 8.1405e-02 eta: 8:28:04 time: 0.0764 data_time: 0.0013 memory: 1679 loss: 1.9000 2022/11/28 00:51:27 - mmengine - INFO - Epoch(train) [35][ 400/5005] lr: 8.1385e-02 eta: 8:27:57 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 1.9919 2022/11/28 00:51:35 - mmengine - INFO - Epoch(train) [35][ 500/5005] lr: 8.1364e-02 eta: 8:27:50 time: 0.0730 data_time: 0.0013 memory: 1679 loss: 2.0383 2022/11/28 00:51:42 - mmengine - INFO - Epoch(train) [35][ 600/5005] lr: 8.1344e-02 eta: 8:27:43 time: 0.0716 data_time: 0.0013 memory: 1679 loss: 1.7425 2022/11/28 00:51:49 - mmengine - INFO - Epoch(train) [35][ 700/5005] lr: 8.1324e-02 eta: 8:27:36 time: 0.0720 data_time: 0.0012 memory: 1679 loss: 2.0272 2022/11/28 00:51:56 - mmengine - INFO - Epoch(train) [35][ 800/5005] lr: 8.1303e-02 eta: 8:27:29 time: 0.0713 data_time: 0.0016 memory: 1679 loss: 1.8825 2022/11/28 00:51:59 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:52:04 - mmengine - INFO - Epoch(train) [35][ 900/5005] lr: 8.1283e-02 eta: 8:27:23 time: 0.0783 data_time: 0.0017 memory: 1679 loss: 1.9031 2022/11/28 00:52:11 - mmengine - INFO - Epoch(train) [35][1000/5005] lr: 8.1263e-02 eta: 8:27:16 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 2.0122 2022/11/28 00:52:18 - mmengine - INFO - Epoch(train) [35][1100/5005] lr: 8.1242e-02 eta: 8:27:09 time: 0.0713 data_time: 0.0013 memory: 1679 loss: 2.2636 2022/11/28 00:52:25 - mmengine - INFO - Epoch(train) [35][1200/5005] lr: 8.1222e-02 eta: 8:27:02 time: 0.0726 data_time: 0.0014 memory: 1679 loss: 2.1558 2022/11/28 00:52:33 - mmengine - INFO - Epoch(train) [35][1300/5005] lr: 8.1201e-02 eta: 8:26:55 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 2.1412 2022/11/28 00:52:40 - mmengine - INFO - Epoch(train) [35][1400/5005] lr: 8.1181e-02 eta: 8:26:48 time: 0.0715 data_time: 0.0013 memory: 1679 loss: 2.0110 2022/11/28 00:52:47 - mmengine - INFO - Epoch(train) [35][1500/5005] lr: 8.1160e-02 eta: 8:26:42 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 2.0351 2022/11/28 00:52:54 - mmengine - INFO - Epoch(train) [35][1600/5005] lr: 8.1140e-02 eta: 8:26:35 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 2.0638 2022/11/28 00:53:02 - mmengine - INFO - Epoch(train) [35][1700/5005] lr: 8.1119e-02 eta: 8:26:28 time: 0.0715 data_time: 0.0013 memory: 1679 loss: 2.2041 2022/11/28 00:53:09 - mmengine - INFO - Epoch(train) [35][1800/5005] lr: 8.1099e-02 eta: 8:26:21 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 1.9672 2022/11/28 00:53:11 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:53:16 - mmengine - INFO - Epoch(train) [35][1900/5005] lr: 8.1078e-02 eta: 8:26:15 time: 0.0721 data_time: 0.0017 memory: 1679 loss: 1.9520 2022/11/28 00:53:24 - mmengine - INFO - Epoch(train) [35][2000/5005] lr: 8.1058e-02 eta: 8:26:08 time: 0.0723 data_time: 0.0016 memory: 1679 loss: 1.9776 2022/11/28 00:53:31 - mmengine - INFO - Epoch(train) [35][2100/5005] lr: 8.1038e-02 eta: 8:26:01 time: 0.0715 data_time: 0.0014 memory: 1679 loss: 2.0201 2022/11/28 00:53:38 - mmengine - INFO - Epoch(train) [35][2200/5005] lr: 8.1017e-02 eta: 8:25:55 time: 0.0720 data_time: 0.0012 memory: 1679 loss: 2.1039 2022/11/28 00:53:46 - mmengine - INFO - Epoch(train) [35][2300/5005] lr: 8.0996e-02 eta: 8:25:48 time: 0.0716 data_time: 0.0014 memory: 1679 loss: 2.1568 2022/11/28 00:53:53 - mmengine - INFO - Epoch(train) [35][2400/5005] lr: 8.0976e-02 eta: 8:25:41 time: 0.0720 data_time: 0.0013 memory: 1679 loss: 1.9218 2022/11/28 00:54:00 - mmengine - INFO - Epoch(train) [35][2500/5005] lr: 8.0955e-02 eta: 8:25:34 time: 0.0722 data_time: 0.0014 memory: 1679 loss: 1.9708 2022/11/28 00:54:07 - mmengine - INFO - Epoch(train) [35][2600/5005] lr: 8.0935e-02 eta: 8:25:27 time: 0.0718 data_time: 0.0015 memory: 1679 loss: 1.8563 2022/11/28 00:54:15 - mmengine - INFO - Epoch(train) [35][2700/5005] lr: 8.0914e-02 eta: 8:25:21 time: 0.0716 data_time: 0.0013 memory: 1679 loss: 2.2036 2022/11/28 00:54:22 - mmengine - INFO - Epoch(train) [35][2800/5005] lr: 8.0894e-02 eta: 8:25:14 time: 0.0716 data_time: 0.0012 memory: 1679 loss: 1.9284 2022/11/28 00:54:24 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:54:29 - mmengine - INFO - Epoch(train) [35][2900/5005] lr: 8.0873e-02 eta: 8:25:07 time: 0.0712 data_time: 0.0012 memory: 1679 loss: 2.1737 2022/11/28 00:54:36 - mmengine - INFO - Epoch(train) [35][3000/5005] lr: 8.0853e-02 eta: 8:25:00 time: 0.0715 data_time: 0.0013 memory: 1679 loss: 1.9758 2022/11/28 00:54:44 - mmengine - INFO - Epoch(train) [35][3100/5005] lr: 8.0832e-02 eta: 8:24:53 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 2.0157 2022/11/28 00:54:51 - mmengine - INFO - Epoch(train) [35][3200/5005] lr: 8.0811e-02 eta: 8:24:47 time: 0.0721 data_time: 0.0014 memory: 1679 loss: 2.0590 2022/11/28 00:54:58 - mmengine - INFO - Epoch(train) [35][3300/5005] lr: 8.0791e-02 eta: 8:24:40 time: 0.0716 data_time: 0.0014 memory: 1679 loss: 2.1783 2022/11/28 00:55:05 - mmengine - INFO - Epoch(train) [35][3400/5005] lr: 8.0770e-02 eta: 8:24:33 time: 0.0715 data_time: 0.0015 memory: 1679 loss: 2.0536 2022/11/28 00:55:13 - mmengine - INFO - Epoch(train) [35][3500/5005] lr: 8.0750e-02 eta: 8:24:26 time: 0.0722 data_time: 0.0013 memory: 1679 loss: 2.1360 2022/11/28 00:55:20 - mmengine - INFO - Epoch(train) [35][3600/5005] lr: 8.0729e-02 eta: 8:24:19 time: 0.0788 data_time: 0.0013 memory: 1679 loss: 2.0330 2022/11/28 00:55:27 - mmengine - INFO - Epoch(train) [35][3700/5005] lr: 8.0708e-02 eta: 8:24:13 time: 0.0715 data_time: 0.0013 memory: 1679 loss: 1.8380 2022/11/28 00:55:35 - mmengine - INFO - Epoch(train) [35][3800/5005] lr: 8.0688e-02 eta: 8:24:06 time: 0.0716 data_time: 0.0013 memory: 1679 loss: 2.0837 2022/11/28 00:55:37 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:55:42 - mmengine - INFO - Epoch(train) [35][3900/5005] lr: 8.0667e-02 eta: 8:23:59 time: 0.0712 data_time: 0.0013 memory: 1679 loss: 1.9085 2022/11/28 00:55:49 - mmengine - INFO - Epoch(train) [35][4000/5005] lr: 8.0646e-02 eta: 8:23:52 time: 0.0716 data_time: 0.0013 memory: 1679 loss: 2.2329 2022/11/28 00:55:56 - mmengine - INFO - Epoch(train) [35][4100/5005] lr: 8.0626e-02 eta: 8:23:45 time: 0.0721 data_time: 0.0013 memory: 1679 loss: 1.9617 2022/11/28 00:56:04 - mmengine - INFO - Epoch(train) [35][4200/5005] lr: 8.0605e-02 eta: 8:23:38 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 2.1014 2022/11/28 00:56:11 - mmengine - INFO - Epoch(train) [35][4300/5005] lr: 8.0584e-02 eta: 8:23:32 time: 0.0719 data_time: 0.0017 memory: 1679 loss: 2.1152 2022/11/28 00:56:18 - mmengine - INFO - Epoch(train) [35][4400/5005] lr: 8.0564e-02 eta: 8:23:25 time: 0.0716 data_time: 0.0014 memory: 1679 loss: 1.9728 2022/11/28 00:56:25 - mmengine - INFO - Epoch(train) [35][4500/5005] lr: 8.0543e-02 eta: 8:23:18 time: 0.0709 data_time: 0.0013 memory: 1679 loss: 2.0554 2022/11/28 00:56:33 - mmengine - INFO - Epoch(train) [35][4600/5005] lr: 8.0522e-02 eta: 8:23:11 time: 0.0720 data_time: 0.0013 memory: 1679 loss: 2.3633 2022/11/28 00:56:40 - mmengine - INFO - Epoch(train) [35][4700/5005] lr: 8.0502e-02 eta: 8:23:05 time: 0.0723 data_time: 0.0013 memory: 1679 loss: 1.9775 2022/11/28 00:56:47 - mmengine - INFO - Epoch(train) [35][4800/5005] lr: 8.0481e-02 eta: 8:22:58 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 2.0839 2022/11/28 00:56:49 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:56:54 - mmengine - INFO - Epoch(train) [35][4900/5005] lr: 8.0460e-02 eta: 8:22:51 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 1.8713 2022/11/28 00:57:02 - mmengine - INFO - Epoch(train) [35][5000/5005] lr: 8.0439e-02 eta: 8:22:44 time: 0.0727 data_time: 0.0022 memory: 1679 loss: 2.0199 2022/11/28 00:57:02 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:57:02 - mmengine - INFO - Saving checkpoint at 35 epochs 2022/11/28 00:57:07 - mmengine - INFO - Epoch(val) [35][100/196] eta: 0:00:04 time: 0.0370 data_time: 0.0232 memory: 1679 2022/11/28 00:57:21 - mmengine - INFO - Epoch(val) [35][196/196] accuracy/top1: 58.6580 accuracy/top5: 82.5620 2022/11/28 00:57:28 - mmengine - INFO - Epoch(train) [36][ 100/5005] lr: 8.0418e-02 eta: 8:22:38 time: 0.0713 data_time: 0.0013 memory: 1679 loss: 1.9175 2022/11/28 00:57:35 - mmengine - INFO - Epoch(train) [36][ 200/5005] lr: 8.0397e-02 eta: 8:22:31 time: 0.0718 data_time: 0.0014 memory: 1679 loss: 2.0780 2022/11/28 00:57:43 - mmengine - INFO - Epoch(train) [36][ 300/5005] lr: 8.0376e-02 eta: 8:22:25 time: 0.0710 data_time: 0.0013 memory: 1679 loss: 2.0704 2022/11/28 00:57:50 - mmengine - INFO - Epoch(train) [36][ 400/5005] lr: 8.0355e-02 eta: 8:22:18 time: 0.0712 data_time: 0.0014 memory: 1679 loss: 2.0734 2022/11/28 00:57:57 - mmengine - INFO - Epoch(train) [36][ 500/5005] lr: 8.0334e-02 eta: 8:22:11 time: 0.0721 data_time: 0.0018 memory: 1679 loss: 1.9552 2022/11/28 00:58:05 - mmengine - INFO - Epoch(train) [36][ 600/5005] lr: 8.0314e-02 eta: 8:22:04 time: 0.0729 data_time: 0.0013 memory: 1679 loss: 1.9385 2022/11/28 00:58:12 - mmengine - INFO - Epoch(train) [36][ 700/5005] lr: 8.0293e-02 eta: 8:21:58 time: 0.0711 data_time: 0.0013 memory: 1679 loss: 2.1928 2022/11/28 00:58:19 - mmengine - INFO - Epoch(train) [36][ 800/5005] lr: 8.0272e-02 eta: 8:21:51 time: 0.0716 data_time: 0.0013 memory: 1679 loss: 2.1921 2022/11/28 00:58:21 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:58:26 - mmengine - INFO - Epoch(train) [36][ 900/5005] lr: 8.0251e-02 eta: 8:21:44 time: 0.0719 data_time: 0.0013 memory: 1679 loss: 2.0956 2022/11/28 00:58:34 - mmengine - INFO - Epoch(train) [36][1000/5005] lr: 8.0230e-02 eta: 8:21:37 time: 0.0712 data_time: 0.0013 memory: 1679 loss: 2.0570 2022/11/28 00:58:41 - mmengine - INFO - Epoch(train) [36][1100/5005] lr: 8.0210e-02 eta: 8:21:30 time: 0.0718 data_time: 0.0014 memory: 1679 loss: 2.2217 2022/11/28 00:58:48 - mmengine - INFO - Epoch(train) [36][1200/5005] lr: 8.0189e-02 eta: 8:21:23 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 2.0768 2022/11/28 00:58:55 - mmengine - INFO - Epoch(train) [36][1300/5005] lr: 8.0168e-02 eta: 8:21:16 time: 0.0719 data_time: 0.0016 memory: 1679 loss: 2.1476 2022/11/28 00:59:03 - mmengine - INFO - Epoch(train) [36][1400/5005] lr: 8.0147e-02 eta: 8:21:09 time: 0.0715 data_time: 0.0013 memory: 1679 loss: 2.0818 2022/11/28 00:59:10 - mmengine - INFO - Epoch(train) [36][1500/5005] lr: 8.0126e-02 eta: 8:21:03 time: 0.0757 data_time: 0.0013 memory: 1679 loss: 2.0568 2022/11/28 00:59:17 - mmengine - INFO - Epoch(train) [36][1600/5005] lr: 8.0105e-02 eta: 8:20:56 time: 0.0723 data_time: 0.0013 memory: 1679 loss: 1.9309 2022/11/28 00:59:25 - mmengine - INFO - Epoch(train) [36][1700/5005] lr: 8.0084e-02 eta: 8:20:49 time: 0.0792 data_time: 0.0019 memory: 1679 loss: 2.1588 2022/11/28 00:59:32 - mmengine - INFO - Epoch(train) [36][1800/5005] lr: 8.0063e-02 eta: 8:20:43 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 2.0888 2022/11/28 00:59:34 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 00:59:39 - mmengine - INFO - Epoch(train) [36][1900/5005] lr: 8.0043e-02 eta: 8:20:36 time: 0.0713 data_time: 0.0013 memory: 1679 loss: 2.2045 2022/11/28 00:59:47 - mmengine - INFO - Epoch(train) [36][2000/5005] lr: 8.0022e-02 eta: 8:20:29 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 2.1514 2022/11/28 00:59:54 - mmengine - INFO - Epoch(train) [36][2100/5005] lr: 8.0001e-02 eta: 8:20:22 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 2.1724 2022/11/28 01:00:01 - mmengine - INFO - Epoch(train) [36][2200/5005] lr: 7.9980e-02 eta: 8:20:16 time: 0.0717 data_time: 0.0018 memory: 1679 loss: 2.0396 2022/11/28 01:00:08 - mmengine - INFO - Epoch(train) [36][2300/5005] lr: 7.9959e-02 eta: 8:20:09 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 2.0149 2022/11/28 01:00:16 - mmengine - INFO - Epoch(train) [36][2400/5005] lr: 7.9938e-02 eta: 8:20:02 time: 0.0715 data_time: 0.0013 memory: 1679 loss: 2.1775 2022/11/28 01:00:23 - mmengine - INFO - Epoch(train) [36][2500/5005] lr: 7.9917e-02 eta: 8:19:55 time: 0.0719 data_time: 0.0013 memory: 1679 loss: 1.9422 2022/11/28 01:00:30 - mmengine - INFO - Epoch(train) [36][2600/5005] lr: 7.9896e-02 eta: 8:19:48 time: 0.0719 data_time: 0.0016 memory: 1679 loss: 1.9326 2022/11/28 01:00:38 - mmengine - INFO - Epoch(train) [36][2700/5005] lr: 7.9875e-02 eta: 8:19:41 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 2.1050 2022/11/28 01:00:45 - mmengine - INFO - Epoch(train) [36][2800/5005] lr: 7.9854e-02 eta: 8:19:34 time: 0.0716 data_time: 0.0018 memory: 1679 loss: 2.0761 2022/11/28 01:00:47 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:00:52 - mmengine - INFO - Epoch(train) [36][2900/5005] lr: 7.9833e-02 eta: 8:19:28 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 2.0710 2022/11/28 01:00:59 - mmengine - INFO - Epoch(train) [36][3000/5005] lr: 7.9812e-02 eta: 8:19:21 time: 0.0716 data_time: 0.0017 memory: 1679 loss: 2.1760 2022/11/28 01:01:06 - mmengine - INFO - Epoch(train) [36][3100/5005] lr: 7.9791e-02 eta: 8:19:14 time: 0.0716 data_time: 0.0013 memory: 1679 loss: 1.9092 2022/11/28 01:01:14 - mmengine - INFO - Epoch(train) [36][3200/5005] lr: 7.9770e-02 eta: 8:19:07 time: 0.0720 data_time: 0.0013 memory: 1679 loss: 1.9069 2022/11/28 01:01:21 - mmengine - INFO - Epoch(train) [36][3300/5005] lr: 7.9749e-02 eta: 8:19:01 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 2.1616 2022/11/28 01:01:29 - mmengine - INFO - Epoch(train) [36][3400/5005] lr: 7.9728e-02 eta: 8:18:54 time: 0.0715 data_time: 0.0013 memory: 1679 loss: 2.1835 2022/11/28 01:01:36 - mmengine - INFO - Epoch(train) [36][3500/5005] lr: 7.9707e-02 eta: 8:18:47 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 1.9580 2022/11/28 01:01:43 - mmengine - INFO - Epoch(train) [36][3600/5005] lr: 7.9686e-02 eta: 8:18:40 time: 0.0720 data_time: 0.0013 memory: 1679 loss: 1.9268 2022/11/28 01:01:50 - mmengine - INFO - Epoch(train) [36][3700/5005] lr: 7.9665e-02 eta: 8:18:34 time: 0.0715 data_time: 0.0017 memory: 1679 loss: 2.0742 2022/11/28 01:01:58 - mmengine - INFO - Epoch(train) [36][3800/5005] lr: 7.9644e-02 eta: 8:18:27 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 2.0495 2022/11/28 01:01:59 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:02:05 - mmengine - INFO - Epoch(train) [36][3900/5005] lr: 7.9623e-02 eta: 8:18:20 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 1.9196 2022/11/28 01:02:12 - mmengine - INFO - Epoch(train) [36][4000/5005] lr: 7.9602e-02 eta: 8:18:13 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 1.9639 2022/11/28 01:02:19 - mmengine - INFO - Epoch(train) [36][4100/5005] lr: 7.9581e-02 eta: 8:18:06 time: 0.0721 data_time: 0.0013 memory: 1679 loss: 2.0108 2022/11/28 01:02:27 - mmengine - INFO - Epoch(train) [36][4200/5005] lr: 7.9560e-02 eta: 8:17:59 time: 0.0715 data_time: 0.0014 memory: 1679 loss: 1.9891 2022/11/28 01:02:34 - mmengine - INFO - Epoch(train) [36][4300/5005] lr: 7.9538e-02 eta: 8:17:52 time: 0.0711 data_time: 0.0014 memory: 1679 loss: 2.1929 2022/11/28 01:02:41 - mmengine - INFO - Epoch(train) [36][4400/5005] lr: 7.9517e-02 eta: 8:17:45 time: 0.0721 data_time: 0.0013 memory: 1679 loss: 2.1434 2022/11/28 01:02:48 - mmengine - INFO - Epoch(train) [36][4500/5005] lr: 7.9496e-02 eta: 8:17:39 time: 0.0719 data_time: 0.0013 memory: 1679 loss: 2.1094 2022/11/28 01:02:56 - mmengine - INFO - Epoch(train) [36][4600/5005] lr: 7.9475e-02 eta: 8:17:32 time: 0.0719 data_time: 0.0013 memory: 1679 loss: 1.9239 2022/11/28 01:03:03 - mmengine - INFO - Epoch(train) [36][4700/5005] lr: 7.9454e-02 eta: 8:17:25 time: 0.0714 data_time: 0.0014 memory: 1679 loss: 2.1429 2022/11/28 01:03:10 - mmengine - INFO - Epoch(train) [36][4800/5005] lr: 7.9433e-02 eta: 8:17:18 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 1.9534 2022/11/28 01:03:12 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:03:18 - mmengine - INFO - Epoch(train) [36][4900/5005] lr: 7.9412e-02 eta: 8:17:12 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 1.7531 2022/11/28 01:03:25 - mmengine - INFO - Epoch(train) [36][5000/5005] lr: 7.9391e-02 eta: 8:17:05 time: 0.0728 data_time: 0.0021 memory: 1679 loss: 1.9335 2022/11/28 01:03:25 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:03:25 - mmengine - INFO - Saving checkpoint at 36 epochs 2022/11/28 01:03:30 - mmengine - INFO - Epoch(val) [36][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0222 memory: 1679 2022/11/28 01:03:43 - mmengine - INFO - Epoch(val) [36][196/196] accuracy/top1: 58.9740 accuracy/top5: 82.7200 2022/11/28 01:03:51 - mmengine - INFO - Epoch(train) [37][ 100/5005] lr: 7.9368e-02 eta: 8:16:59 time: 0.0801 data_time: 0.0013 memory: 1679 loss: 1.9057 2022/11/28 01:03:58 - mmengine - INFO - Epoch(train) [37][ 200/5005] lr: 7.9347e-02 eta: 8:16:52 time: 0.0712 data_time: 0.0015 memory: 1679 loss: 1.9705 2022/11/28 01:04:06 - mmengine - INFO - Epoch(train) [37][ 300/5005] lr: 7.9326e-02 eta: 8:16:45 time: 0.0713 data_time: 0.0015 memory: 1679 loss: 1.8428 2022/11/28 01:04:13 - mmengine - INFO - Epoch(train) [37][ 400/5005] lr: 7.9305e-02 eta: 8:16:38 time: 0.0711 data_time: 0.0013 memory: 1679 loss: 2.0792 2022/11/28 01:04:20 - mmengine - INFO - Epoch(train) [37][ 500/5005] lr: 7.9284e-02 eta: 8:16:31 time: 0.0723 data_time: 0.0014 memory: 1679 loss: 1.9806 2022/11/28 01:04:27 - mmengine - INFO - Epoch(train) [37][ 600/5005] lr: 7.9262e-02 eta: 8:16:25 time: 0.0714 data_time: 0.0017 memory: 1679 loss: 2.0573 2022/11/28 01:04:35 - mmengine - INFO - Epoch(train) [37][ 700/5005] lr: 7.9241e-02 eta: 8:16:18 time: 0.0724 data_time: 0.0013 memory: 1679 loss: 1.8994 2022/11/28 01:04:42 - mmengine - INFO - Epoch(train) [37][ 800/5005] lr: 7.9220e-02 eta: 8:16:11 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 2.0848 2022/11/28 01:04:43 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:04:49 - mmengine - INFO - Epoch(train) [37][ 900/5005] lr: 7.9199e-02 eta: 8:16:04 time: 0.0711 data_time: 0.0014 memory: 1679 loss: 1.9202 2022/11/28 01:04:56 - mmengine - INFO - Epoch(train) [37][1000/5005] lr: 7.9177e-02 eta: 8:15:57 time: 0.0726 data_time: 0.0013 memory: 1679 loss: 2.0558 2022/11/28 01:05:04 - mmengine - INFO - Epoch(train) [37][1100/5005] lr: 7.9156e-02 eta: 8:15:50 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 2.0798 2022/11/28 01:05:11 - mmengine - INFO - Epoch(train) [37][1200/5005] lr: 7.9135e-02 eta: 8:15:43 time: 0.0715 data_time: 0.0015 memory: 1679 loss: 2.2925 2022/11/28 01:05:18 - mmengine - INFO - Epoch(train) [37][1300/5005] lr: 7.9114e-02 eta: 8:15:36 time: 0.0731 data_time: 0.0013 memory: 1679 loss: 2.0494 2022/11/28 01:05:25 - mmengine - INFO - Epoch(train) [37][1400/5005] lr: 7.9092e-02 eta: 8:15:29 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 1.7622 2022/11/28 01:05:33 - mmengine - INFO - Epoch(train) [37][1500/5005] lr: 7.9071e-02 eta: 8:15:23 time: 0.0714 data_time: 0.0019 memory: 1679 loss: 2.1267 2022/11/28 01:05:40 - mmengine - INFO - Epoch(train) [37][1600/5005] lr: 7.9050e-02 eta: 8:15:16 time: 0.0721 data_time: 0.0014 memory: 1679 loss: 1.8767 2022/11/28 01:05:47 - mmengine - INFO - Epoch(train) [37][1700/5005] lr: 7.9029e-02 eta: 8:15:09 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 1.9310 2022/11/28 01:05:55 - mmengine - INFO - Epoch(train) [37][1800/5005] lr: 7.9007e-02 eta: 8:15:02 time: 0.0717 data_time: 0.0016 memory: 1679 loss: 2.2384 2022/11/28 01:05:56 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:06:02 - mmengine - INFO - Epoch(train) [37][1900/5005] lr: 7.8986e-02 eta: 8:14:56 time: 0.0762 data_time: 0.0013 memory: 1679 loss: 1.9119 2022/11/28 01:06:09 - mmengine - INFO - Epoch(train) [37][2000/5005] lr: 7.8965e-02 eta: 8:14:49 time: 0.0720 data_time: 0.0019 memory: 1679 loss: 1.8505 2022/11/28 01:06:17 - mmengine - INFO - Epoch(train) [37][2100/5005] lr: 7.8943e-02 eta: 8:14:42 time: 0.0721 data_time: 0.0018 memory: 1679 loss: 2.2482 2022/11/28 01:06:24 - mmengine - INFO - Epoch(train) [37][2200/5005] lr: 7.8922e-02 eta: 8:14:35 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 2.0397 2022/11/28 01:06:31 - mmengine - INFO - Epoch(train) [37][2300/5005] lr: 7.8901e-02 eta: 8:14:28 time: 0.0716 data_time: 0.0013 memory: 1679 loss: 2.0493 2022/11/28 01:06:38 - mmengine - INFO - Epoch(train) [37][2400/5005] lr: 7.8879e-02 eta: 8:14:21 time: 0.0725 data_time: 0.0014 memory: 1679 loss: 2.0563 2022/11/28 01:06:46 - mmengine - INFO - Epoch(train) [37][2500/5005] lr: 7.8858e-02 eta: 8:14:15 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 2.2117 2022/11/28 01:06:53 - mmengine - INFO - Epoch(train) [37][2600/5005] lr: 7.8837e-02 eta: 8:14:08 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 1.9884 2022/11/28 01:07:00 - mmengine - INFO - Epoch(train) [37][2700/5005] lr: 7.8815e-02 eta: 8:14:01 time: 0.0722 data_time: 0.0014 memory: 1679 loss: 2.0181 2022/11/28 01:07:07 - mmengine - INFO - Epoch(train) [37][2800/5005] lr: 7.8794e-02 eta: 8:13:54 time: 0.0722 data_time: 0.0014 memory: 1679 loss: 1.9695 2022/11/28 01:07:09 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:07:15 - mmengine - INFO - Epoch(train) [37][2900/5005] lr: 7.8773e-02 eta: 8:13:47 time: 0.0722 data_time: 0.0013 memory: 1679 loss: 2.1223 2022/11/28 01:07:22 - mmengine - INFO - Epoch(train) [37][3000/5005] lr: 7.8751e-02 eta: 8:13:40 time: 0.0715 data_time: 0.0013 memory: 1679 loss: 1.9069 2022/11/28 01:07:29 - mmengine - INFO - Epoch(train) [37][3100/5005] lr: 7.8730e-02 eta: 8:13:34 time: 0.0716 data_time: 0.0016 memory: 1679 loss: 2.1522 2022/11/28 01:07:37 - mmengine - INFO - Epoch(train) [37][3200/5005] lr: 7.8708e-02 eta: 8:13:27 time: 0.0727 data_time: 0.0013 memory: 1679 loss: 2.1020 2022/11/28 01:07:44 - mmengine - INFO - Epoch(train) [37][3300/5005] lr: 7.8687e-02 eta: 8:13:20 time: 0.0718 data_time: 0.0014 memory: 1679 loss: 2.0878 2022/11/28 01:07:51 - mmengine - INFO - Epoch(train) [37][3400/5005] lr: 7.8665e-02 eta: 8:13:14 time: 0.0716 data_time: 0.0013 memory: 1679 loss: 2.2523 2022/11/28 01:07:59 - mmengine - INFO - Epoch(train) [37][3500/5005] lr: 7.8644e-02 eta: 8:13:07 time: 0.0721 data_time: 0.0016 memory: 1679 loss: 1.9427 2022/11/28 01:08:06 - mmengine - INFO - Epoch(train) [37][3600/5005] lr: 7.8623e-02 eta: 8:13:00 time: 0.0726 data_time: 0.0017 memory: 1679 loss: 2.1117 2022/11/28 01:08:13 - mmengine - INFO - Epoch(train) [37][3700/5005] lr: 7.8601e-02 eta: 8:12:53 time: 0.0727 data_time: 0.0017 memory: 1679 loss: 1.9852 2022/11/28 01:08:21 - mmengine - INFO - Epoch(train) [37][3800/5005] lr: 7.8580e-02 eta: 8:12:47 time: 0.0722 data_time: 0.0013 memory: 1679 loss: 1.9414 2022/11/28 01:08:22 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:08:28 - mmengine - INFO - Epoch(train) [37][3900/5005] lr: 7.8558e-02 eta: 8:12:40 time: 0.0722 data_time: 0.0018 memory: 1679 loss: 1.9307 2022/11/28 01:08:35 - mmengine - INFO - Epoch(train) [37][4000/5005] lr: 7.8537e-02 eta: 8:12:33 time: 0.0720 data_time: 0.0013 memory: 1679 loss: 1.8641 2022/11/28 01:08:42 - mmengine - INFO - Epoch(train) [37][4100/5005] lr: 7.8515e-02 eta: 8:12:26 time: 0.0716 data_time: 0.0013 memory: 1679 loss: 1.9740 2022/11/28 01:08:50 - mmengine - INFO - Epoch(train) [37][4200/5005] lr: 7.8494e-02 eta: 8:12:19 time: 0.0716 data_time: 0.0013 memory: 1679 loss: 2.1265 2022/11/28 01:08:57 - mmengine - INFO - Epoch(train) [37][4300/5005] lr: 7.8472e-02 eta: 8:12:12 time: 0.0712 data_time: 0.0013 memory: 1679 loss: 2.0585 2022/11/28 01:09:04 - mmengine - INFO - Epoch(train) [37][4400/5005] lr: 7.8451e-02 eta: 8:12:05 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 1.8851 2022/11/28 01:09:12 - mmengine - INFO - Epoch(train) [37][4500/5005] lr: 7.8429e-02 eta: 8:11:59 time: 0.0721 data_time: 0.0018 memory: 1679 loss: 1.9382 2022/11/28 01:09:19 - mmengine - INFO - Epoch(train) [37][4600/5005] lr: 7.8408e-02 eta: 8:11:52 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 2.1363 2022/11/28 01:09:26 - mmengine - INFO - Epoch(train) [37][4700/5005] lr: 7.8386e-02 eta: 8:11:45 time: 0.0712 data_time: 0.0014 memory: 1679 loss: 2.0565 2022/11/28 01:09:34 - mmengine - INFO - Epoch(train) [37][4800/5005] lr: 7.8365e-02 eta: 8:11:38 time: 0.0721 data_time: 0.0013 memory: 1679 loss: 2.1387 2022/11/28 01:09:35 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:09:41 - mmengine - INFO - Epoch(train) [37][4900/5005] lr: 7.8343e-02 eta: 8:11:32 time: 0.0719 data_time: 0.0017 memory: 1679 loss: 2.1314 2022/11/28 01:09:48 - mmengine - INFO - Epoch(train) [37][5000/5005] lr: 7.8322e-02 eta: 8:11:25 time: 0.0803 data_time: 0.0016 memory: 1679 loss: 2.0014 2022/11/28 01:09:49 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:09:49 - mmengine - INFO - Saving checkpoint at 37 epochs 2022/11/28 01:09:54 - mmengine - INFO - Epoch(val) [37][100/196] eta: 0:00:03 time: 0.0379 data_time: 0.0243 memory: 1679 2022/11/28 01:10:07 - mmengine - INFO - Epoch(val) [37][196/196] accuracy/top1: 58.8780 accuracy/top5: 82.6780 2022/11/28 01:10:15 - mmengine - INFO - Epoch(train) [38][ 100/5005] lr: 7.8299e-02 eta: 8:11:18 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 1.6837 2022/11/28 01:10:22 - mmengine - INFO - Epoch(train) [38][ 200/5005] lr: 7.8277e-02 eta: 8:11:11 time: 0.0715 data_time: 0.0013 memory: 1679 loss: 2.0170 2022/11/28 01:10:30 - mmengine - INFO - Epoch(train) [38][ 300/5005] lr: 7.8256e-02 eta: 8:11:05 time: 0.0719 data_time: 0.0013 memory: 1679 loss: 2.0383 2022/11/28 01:10:37 - mmengine - INFO - Epoch(train) [38][ 400/5005] lr: 7.8234e-02 eta: 8:10:58 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 1.8876 2022/11/28 01:10:44 - mmengine - INFO - Epoch(train) [38][ 500/5005] lr: 7.8213e-02 eta: 8:10:51 time: 0.0721 data_time: 0.0013 memory: 1679 loss: 2.0016 2022/11/28 01:10:51 - mmengine - INFO - Epoch(train) [38][ 600/5005] lr: 7.8191e-02 eta: 8:10:44 time: 0.0720 data_time: 0.0014 memory: 1679 loss: 1.9100 2022/11/28 01:10:59 - mmengine - INFO - Epoch(train) [38][ 700/5005] lr: 7.8169e-02 eta: 8:10:37 time: 0.0721 data_time: 0.0013 memory: 1679 loss: 2.0468 2022/11/28 01:11:06 - mmengine - INFO - Epoch(train) [38][ 800/5005] lr: 7.8148e-02 eta: 8:10:30 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 2.1050 2022/11/28 01:11:07 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:11:13 - mmengine - INFO - Epoch(train) [38][ 900/5005] lr: 7.8126e-02 eta: 8:10:23 time: 0.0714 data_time: 0.0018 memory: 1679 loss: 2.0454 2022/11/28 01:11:20 - mmengine - INFO - Epoch(train) [38][1000/5005] lr: 7.8105e-02 eta: 8:10:17 time: 0.0719 data_time: 0.0013 memory: 1679 loss: 2.0786 2022/11/28 01:11:28 - mmengine - INFO - Epoch(train) [38][1100/5005] lr: 7.8083e-02 eta: 8:10:10 time: 0.0716 data_time: 0.0013 memory: 1679 loss: 1.8733 2022/11/28 01:11:35 - mmengine - INFO - Epoch(train) [38][1200/5005] lr: 7.8061e-02 eta: 8:10:03 time: 0.0729 data_time: 0.0013 memory: 1679 loss: 1.8823 2022/11/28 01:11:42 - mmengine - INFO - Epoch(train) [38][1300/5005] lr: 7.8040e-02 eta: 8:09:56 time: 0.0718 data_time: 0.0019 memory: 1679 loss: 1.8077 2022/11/28 01:11:50 - mmengine - INFO - Epoch(train) [38][1400/5005] lr: 7.8018e-02 eta: 8:09:49 time: 0.0722 data_time: 0.0013 memory: 1679 loss: 2.0254 2022/11/28 01:11:57 - mmengine - INFO - Epoch(train) [38][1500/5005] lr: 7.7996e-02 eta: 8:09:43 time: 0.0719 data_time: 0.0013 memory: 1679 loss: 1.9586 2022/11/28 01:12:04 - mmengine - INFO - Epoch(train) [38][1600/5005] lr: 7.7975e-02 eta: 8:09:36 time: 0.0715 data_time: 0.0013 memory: 1679 loss: 2.1250 2022/11/28 01:12:12 - mmengine - INFO - Epoch(train) [38][1700/5005] lr: 7.7953e-02 eta: 8:09:29 time: 0.0721 data_time: 0.0013 memory: 1679 loss: 2.0775 2022/11/28 01:12:19 - mmengine - INFO - Epoch(train) [38][1800/5005] lr: 7.7931e-02 eta: 8:09:22 time: 0.0716 data_time: 0.0013 memory: 1679 loss: 2.1859 2022/11/28 01:12:20 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:12:26 - mmengine - INFO - Epoch(train) [38][1900/5005] lr: 7.7910e-02 eta: 8:09:16 time: 0.0719 data_time: 0.0013 memory: 1679 loss: 1.9908 2022/11/28 01:12:33 - mmengine - INFO - Epoch(train) [38][2000/5005] lr: 7.7888e-02 eta: 8:09:09 time: 0.0728 data_time: 0.0013 memory: 1679 loss: 2.1800 2022/11/28 01:12:41 - mmengine - INFO - Epoch(train) [38][2100/5005] lr: 7.7866e-02 eta: 8:09:02 time: 0.0796 data_time: 0.0013 memory: 1679 loss: 1.9958 2022/11/28 01:12:48 - mmengine - INFO - Epoch(train) [38][2200/5005] lr: 7.7844e-02 eta: 8:08:55 time: 0.0718 data_time: 0.0018 memory: 1679 loss: 1.9929 2022/11/28 01:12:55 - mmengine - INFO - Epoch(train) [38][2300/5005] lr: 7.7823e-02 eta: 8:08:48 time: 0.0718 data_time: 0.0014 memory: 1679 loss: 1.9357 2022/11/28 01:13:03 - mmengine - INFO - Epoch(train) [38][2400/5005] lr: 7.7801e-02 eta: 8:08:41 time: 0.0727 data_time: 0.0014 memory: 1679 loss: 2.0524 2022/11/28 01:13:10 - mmengine - INFO - Epoch(train) [38][2500/5005] lr: 7.7779e-02 eta: 8:08:34 time: 0.0723 data_time: 0.0013 memory: 1679 loss: 2.0251 2022/11/28 01:13:17 - mmengine - INFO - Epoch(train) [38][2600/5005] lr: 7.7758e-02 eta: 8:08:27 time: 0.0720 data_time: 0.0014 memory: 1679 loss: 2.2091 2022/11/28 01:13:24 - mmengine - INFO - Epoch(train) [38][2700/5005] lr: 7.7736e-02 eta: 8:08:21 time: 0.0718 data_time: 0.0014 memory: 1679 loss: 1.9502 2022/11/28 01:13:32 - mmengine - INFO - Epoch(train) [38][2800/5005] lr: 7.7714e-02 eta: 8:08:14 time: 0.0716 data_time: 0.0015 memory: 1679 loss: 2.0050 2022/11/28 01:13:33 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:13:39 - mmengine - INFO - Epoch(train) [38][2900/5005] lr: 7.7692e-02 eta: 8:08:07 time: 0.0719 data_time: 0.0020 memory: 1679 loss: 1.9224 2022/11/28 01:13:46 - mmengine - INFO - Epoch(train) [38][3000/5005] lr: 7.7670e-02 eta: 8:08:00 time: 0.0722 data_time: 0.0013 memory: 1679 loss: 1.9598 2022/11/28 01:13:54 - mmengine - INFO - Epoch(train) [38][3100/5005] lr: 7.7649e-02 eta: 8:07:53 time: 0.0788 data_time: 0.0013 memory: 1679 loss: 2.0526 2022/11/28 01:14:01 - mmengine - INFO - Epoch(train) [38][3200/5005] lr: 7.7627e-02 eta: 8:07:47 time: 0.0720 data_time: 0.0014 memory: 1679 loss: 2.1334 2022/11/28 01:14:08 - mmengine - INFO - Epoch(train) [38][3300/5005] lr: 7.7605e-02 eta: 8:07:40 time: 0.0723 data_time: 0.0013 memory: 1679 loss: 1.9779 2022/11/28 01:14:15 - mmengine - INFO - Epoch(train) [38][3400/5005] lr: 7.7583e-02 eta: 8:07:33 time: 0.0720 data_time: 0.0013 memory: 1679 loss: 2.0810 2022/11/28 01:14:23 - mmengine - INFO - Epoch(train) [38][3500/5005] lr: 7.7561e-02 eta: 8:07:26 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 2.0640 2022/11/28 01:14:30 - mmengine - INFO - Epoch(train) [38][3600/5005] lr: 7.7540e-02 eta: 8:07:19 time: 0.0717 data_time: 0.0018 memory: 1679 loss: 2.0067 2022/11/28 01:14:37 - mmengine - INFO - Epoch(train) [38][3700/5005] lr: 7.7518e-02 eta: 8:07:12 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 1.9222 2022/11/28 01:14:45 - mmengine - INFO - Epoch(train) [38][3800/5005] lr: 7.7496e-02 eta: 8:07:06 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 2.1287 2022/11/28 01:14:46 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:14:52 - mmengine - INFO - Epoch(train) [38][3900/5005] lr: 7.7474e-02 eta: 8:06:59 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 2.2475 2022/11/28 01:14:59 - mmengine - INFO - Epoch(train) [38][4000/5005] lr: 7.7452e-02 eta: 8:06:52 time: 0.0716 data_time: 0.0013 memory: 1679 loss: 2.3828 2022/11/28 01:15:06 - mmengine - INFO - Epoch(train) [38][4100/5005] lr: 7.7430e-02 eta: 8:06:45 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 1.9953 2022/11/28 01:15:14 - mmengine - INFO - Epoch(train) [38][4200/5005] lr: 7.7409e-02 eta: 8:06:38 time: 0.0856 data_time: 0.0013 memory: 1679 loss: 2.0492 2022/11/28 01:15:21 - mmengine - INFO - Epoch(train) [38][4300/5005] lr: 7.7387e-02 eta: 8:06:32 time: 0.0773 data_time: 0.0013 memory: 1679 loss: 2.1499 2022/11/28 01:15:29 - mmengine - INFO - Epoch(train) [38][4400/5005] lr: 7.7365e-02 eta: 8:06:25 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 2.0228 2022/11/28 01:15:36 - mmengine - INFO - Epoch(train) [38][4500/5005] lr: 7.7343e-02 eta: 8:06:18 time: 0.0718 data_time: 0.0014 memory: 1679 loss: 1.9425 2022/11/28 01:15:43 - mmengine - INFO - Epoch(train) [38][4600/5005] lr: 7.7321e-02 eta: 8:06:12 time: 0.0726 data_time: 0.0013 memory: 1679 loss: 2.0247 2022/11/28 01:15:51 - mmengine - INFO - Epoch(train) [38][4700/5005] lr: 7.7299e-02 eta: 8:06:05 time: 0.0722 data_time: 0.0015 memory: 1679 loss: 2.0376 2022/11/28 01:15:58 - mmengine - INFO - Epoch(train) [38][4800/5005] lr: 7.7277e-02 eta: 8:05:58 time: 0.0714 data_time: 0.0013 memory: 1679 loss: 1.8778 2022/11/28 01:15:59 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:16:05 - mmengine - INFO - Epoch(train) [38][4900/5005] lr: 7.7255e-02 eta: 8:05:51 time: 0.0715 data_time: 0.0013 memory: 1679 loss: 2.1142 2022/11/28 01:16:12 - mmengine - INFO - Epoch(train) [38][5000/5005] lr: 7.7233e-02 eta: 8:05:44 time: 0.0727 data_time: 0.0022 memory: 1679 loss: 1.8385 2022/11/28 01:16:13 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:16:13 - mmengine - INFO - Saving checkpoint at 38 epochs 2022/11/28 01:16:18 - mmengine - INFO - Epoch(val) [38][100/196] eta: 0:00:04 time: 0.0414 data_time: 0.0277 memory: 1679 2022/11/28 01:16:31 - mmengine - INFO - Epoch(val) [38][196/196] accuracy/top1: 59.4900 accuracy/top5: 82.9960 2022/11/28 01:16:39 - mmengine - INFO - Epoch(train) [39][ 100/5005] lr: 7.7210e-02 eta: 8:05:38 time: 0.0802 data_time: 0.0013 memory: 1679 loss: 1.9043 2022/11/28 01:16:46 - mmengine - INFO - Epoch(train) [39][ 200/5005] lr: 7.7188e-02 eta: 8:05:31 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 1.9360 2022/11/28 01:16:53 - mmengine - INFO - Epoch(train) [39][ 300/5005] lr: 7.7166e-02 eta: 8:05:24 time: 0.0718 data_time: 0.0014 memory: 1679 loss: 2.0200 2022/11/28 01:17:00 - mmengine - INFO - Epoch(train) [39][ 400/5005] lr: 7.7144e-02 eta: 8:05:17 time: 0.0713 data_time: 0.0013 memory: 1679 loss: 2.0103 2022/11/28 01:17:08 - mmengine - INFO - Epoch(train) [39][ 500/5005] lr: 7.7122e-02 eta: 8:05:10 time: 0.0721 data_time: 0.0014 memory: 1679 loss: 2.2082 2022/11/28 01:17:15 - mmengine - INFO - Epoch(train) [39][ 600/5005] lr: 7.7100e-02 eta: 8:05:03 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 2.2685 2022/11/28 01:17:22 - mmengine - INFO - Epoch(train) [39][ 700/5005] lr: 7.7078e-02 eta: 8:04:56 time: 0.0715 data_time: 0.0013 memory: 1679 loss: 1.8611 2022/11/28 01:17:29 - mmengine - INFO - Epoch(train) [39][ 800/5005] lr: 7.7056e-02 eta: 8:04:50 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 1.9184 2022/11/28 01:17:30 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:17:37 - mmengine - INFO - Epoch(train) [39][ 900/5005] lr: 7.7034e-02 eta: 8:04:43 time: 0.0716 data_time: 0.0014 memory: 1679 loss: 1.7629 2022/11/28 01:17:44 - mmengine - INFO - Epoch(train) [39][1000/5005] lr: 7.7012e-02 eta: 8:04:36 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 2.0300 2022/11/28 01:17:51 - mmengine - INFO - Epoch(train) [39][1100/5005] lr: 7.6990e-02 eta: 8:04:29 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 1.9873 2022/11/28 01:17:58 - mmengine - INFO - Epoch(train) [39][1200/5005] lr: 7.6968e-02 eta: 8:04:22 time: 0.0721 data_time: 0.0013 memory: 1679 loss: 2.0459 2022/11/28 01:18:06 - mmengine - INFO - Epoch(train) [39][1300/5005] lr: 7.6946e-02 eta: 8:04:15 time: 0.0722 data_time: 0.0014 memory: 1679 loss: 2.0927 2022/11/28 01:18:13 - mmengine - INFO - Epoch(train) [39][1400/5005] lr: 7.6924e-02 eta: 8:04:08 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 2.0581 2022/11/28 01:18:20 - mmengine - INFO - Epoch(train) [39][1500/5005] lr: 7.6902e-02 eta: 8:04:01 time: 0.0731 data_time: 0.0015 memory: 1679 loss: 1.9207 2022/11/28 01:18:28 - mmengine - INFO - Epoch(train) [39][1600/5005] lr: 7.6880e-02 eta: 8:03:55 time: 0.0719 data_time: 0.0018 memory: 1679 loss: 1.8253 2022/11/28 01:18:35 - mmengine - INFO - Epoch(train) [39][1700/5005] lr: 7.6858e-02 eta: 8:03:48 time: 0.0719 data_time: 0.0019 memory: 1679 loss: 1.9961 2022/11/28 01:18:42 - mmengine - INFO - Epoch(train) [39][1800/5005] lr: 7.6836e-02 eta: 8:03:41 time: 0.0719 data_time: 0.0017 memory: 1679 loss: 1.9966 2022/11/28 01:18:43 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:18:50 - mmengine - INFO - Epoch(train) [39][1900/5005] lr: 7.6814e-02 eta: 8:03:35 time: 0.0716 data_time: 0.0013 memory: 1679 loss: 2.0461 2022/11/28 01:18:57 - mmengine - INFO - Epoch(train) [39][2000/5005] lr: 7.6792e-02 eta: 8:03:28 time: 0.0722 data_time: 0.0013 memory: 1679 loss: 1.9564 2022/11/28 01:19:04 - mmengine - INFO - Epoch(train) [39][2100/5005] lr: 7.6770e-02 eta: 8:03:21 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 2.1093 2022/11/28 01:19:12 - mmengine - INFO - Epoch(train) [39][2200/5005] lr: 7.6748e-02 eta: 8:03:14 time: 0.0732 data_time: 0.0016 memory: 1679 loss: 2.1343 2022/11/28 01:19:19 - mmengine - INFO - Epoch(train) [39][2300/5005] lr: 7.6726e-02 eta: 8:03:07 time: 0.0721 data_time: 0.0014 memory: 1679 loss: 1.9724 2022/11/28 01:19:26 - mmengine - INFO - Epoch(train) [39][2400/5005] lr: 7.6704e-02 eta: 8:03:00 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 2.0772 2022/11/28 01:19:34 - mmengine - INFO - Epoch(train) [39][2500/5005] lr: 7.6681e-02 eta: 8:02:54 time: 0.0722 data_time: 0.0018 memory: 1679 loss: 2.1806 2022/11/28 01:19:41 - mmengine - INFO - Epoch(train) [39][2600/5005] lr: 7.6659e-02 eta: 8:02:47 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 2.1022 2022/11/28 01:19:48 - mmengine - INFO - Epoch(train) [39][2700/5005] lr: 7.6637e-02 eta: 8:02:40 time: 0.0723 data_time: 0.0014 memory: 1679 loss: 2.3727 2022/11/28 01:19:55 - mmengine - INFO - Epoch(train) [39][2800/5005] lr: 7.6615e-02 eta: 8:02:33 time: 0.0725 data_time: 0.0013 memory: 1679 loss: 2.1952 2022/11/28 01:19:56 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:20:03 - mmengine - INFO - Epoch(train) [39][2900/5005] lr: 7.6593e-02 eta: 8:02:26 time: 0.0716 data_time: 0.0018 memory: 1679 loss: 2.0009 2022/11/28 01:20:10 - mmengine - INFO - Epoch(train) [39][3000/5005] lr: 7.6571e-02 eta: 8:02:20 time: 0.0718 data_time: 0.0018 memory: 1679 loss: 2.0825 2022/11/28 01:20:17 - mmengine - INFO - Epoch(train) [39][3100/5005] lr: 7.6549e-02 eta: 8:02:13 time: 0.0719 data_time: 0.0017 memory: 1679 loss: 1.9504 2022/11/28 01:20:25 - mmengine - INFO - Epoch(train) [39][3200/5005] lr: 7.6526e-02 eta: 8:02:06 time: 0.0714 data_time: 0.0014 memory: 1679 loss: 1.7478 2022/11/28 01:20:32 - mmengine - INFO - Epoch(train) [39][3300/5005] lr: 7.6504e-02 eta: 8:01:59 time: 0.0790 data_time: 0.0013 memory: 1679 loss: 2.2896 2022/11/28 01:20:40 - mmengine - INFO - Epoch(train) [39][3400/5005] lr: 7.6482e-02 eta: 8:01:53 time: 0.0715 data_time: 0.0014 memory: 1679 loss: 2.0960 2022/11/28 01:20:47 - mmengine - INFO - Epoch(train) [39][3500/5005] lr: 7.6460e-02 eta: 8:01:46 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 2.0305 2022/11/28 01:20:54 - mmengine - INFO - Epoch(train) [39][3600/5005] lr: 7.6438e-02 eta: 8:01:39 time: 0.0722 data_time: 0.0014 memory: 1679 loss: 2.0472 2022/11/28 01:21:02 - mmengine - INFO - Epoch(train) [39][3700/5005] lr: 7.6416e-02 eta: 8:01:32 time: 0.0720 data_time: 0.0013 memory: 1679 loss: 2.2759 2022/11/28 01:21:09 - mmengine - INFO - Epoch(train) [39][3800/5005] lr: 7.6393e-02 eta: 8:01:26 time: 0.0721 data_time: 0.0014 memory: 1679 loss: 1.8287 2022/11/28 01:21:10 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:21:16 - mmengine - INFO - Epoch(train) [39][3900/5005] lr: 7.6371e-02 eta: 8:01:19 time: 0.0719 data_time: 0.0013 memory: 1679 loss: 2.1116 2022/11/28 01:21:24 - mmengine - INFO - Epoch(train) [39][4000/5005] lr: 7.6349e-02 eta: 8:01:12 time: 0.0723 data_time: 0.0013 memory: 1679 loss: 2.0770 2022/11/28 01:21:31 - mmengine - INFO - Epoch(train) [39][4100/5005] lr: 7.6327e-02 eta: 8:01:05 time: 0.0718 data_time: 0.0015 memory: 1679 loss: 2.0957 2022/11/28 01:21:38 - mmengine - INFO - Epoch(train) [39][4200/5005] lr: 7.6304e-02 eta: 8:00:58 time: 0.0711 data_time: 0.0013 memory: 1679 loss: 2.0196 2022/11/28 01:21:45 - mmengine - INFO - Epoch(train) [39][4300/5005] lr: 7.6282e-02 eta: 8:00:51 time: 0.0721 data_time: 0.0014 memory: 1679 loss: 1.8016 2022/11/28 01:21:53 - mmengine - INFO - Epoch(train) [39][4400/5005] lr: 7.6260e-02 eta: 8:00:45 time: 0.0720 data_time: 0.0014 memory: 1679 loss: 2.0604 2022/11/28 01:22:00 - mmengine - INFO - Epoch(train) [39][4500/5005] lr: 7.6238e-02 eta: 8:00:38 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 2.0932 2022/11/28 01:22:07 - mmengine - INFO - Epoch(train) [39][4600/5005] lr: 7.6215e-02 eta: 8:00:31 time: 0.0725 data_time: 0.0014 memory: 1679 loss: 1.9258 2022/11/28 01:22:15 - mmengine - INFO - Epoch(train) [39][4700/5005] lr: 7.6193e-02 eta: 8:00:24 time: 0.0714 data_time: 0.0014 memory: 1679 loss: 2.1039 2022/11/28 01:22:22 - mmengine - INFO - Epoch(train) [39][4800/5005] lr: 7.6171e-02 eta: 8:00:17 time: 0.0716 data_time: 0.0015 memory: 1679 loss: 1.9972 2022/11/28 01:22:23 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:22:29 - mmengine - INFO - Epoch(train) [39][4900/5005] lr: 7.6149e-02 eta: 8:00:11 time: 0.0720 data_time: 0.0014 memory: 1679 loss: 2.0894 2022/11/28 01:22:37 - mmengine - INFO - Epoch(train) [39][5000/5005] lr: 7.6126e-02 eta: 8:00:04 time: 0.0728 data_time: 0.0030 memory: 1679 loss: 2.0712 2022/11/28 01:22:37 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:22:37 - mmengine - INFO - Saving checkpoint at 39 epochs 2022/11/28 01:22:42 - mmengine - INFO - Epoch(val) [39][100/196] eta: 0:00:04 time: 0.0375 data_time: 0.0236 memory: 1679 2022/11/28 01:22:55 - mmengine - INFO - Epoch(val) [39][196/196] accuracy/top1: 58.7700 accuracy/top5: 82.3160 2022/11/28 01:23:03 - mmengine - INFO - Epoch(train) [40][ 100/5005] lr: 7.6103e-02 eta: 7:59:57 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 2.0545 2022/11/28 01:23:10 - mmengine - INFO - Epoch(train) [40][ 200/5005] lr: 7.6081e-02 eta: 7:59:50 time: 0.0714 data_time: 0.0014 memory: 1679 loss: 1.9118 2022/11/28 01:23:18 - mmengine - INFO - Epoch(train) [40][ 300/5005] lr: 7.6058e-02 eta: 7:59:44 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 1.9977 2022/11/28 01:23:25 - mmengine - INFO - Epoch(train) [40][ 400/5005] lr: 7.6036e-02 eta: 7:59:37 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 1.9092 2022/11/28 01:23:32 - mmengine - INFO - Epoch(train) [40][ 500/5005] lr: 7.6014e-02 eta: 7:59:30 time: 0.0713 data_time: 0.0014 memory: 1679 loss: 1.9361 2022/11/28 01:23:40 - mmengine - INFO - Epoch(train) [40][ 600/5005] lr: 7.5991e-02 eta: 7:59:23 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.8026 2022/11/28 01:23:47 - mmengine - INFO - Epoch(train) [40][ 700/5005] lr: 7.5969e-02 eta: 7:59:16 time: 0.0719 data_time: 0.0018 memory: 1679 loss: 1.8323 2022/11/28 01:23:54 - mmengine - INFO - Epoch(train) [40][ 800/5005] lr: 7.5947e-02 eta: 7:59:10 time: 0.0715 data_time: 0.0015 memory: 1679 loss: 1.8850 2022/11/28 01:23:55 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:24:02 - mmengine - INFO - Epoch(train) [40][ 900/5005] lr: 7.5924e-02 eta: 7:59:03 time: 0.0719 data_time: 0.0013 memory: 1679 loss: 1.8286 2022/11/28 01:24:09 - mmengine - INFO - Epoch(train) [40][1000/5005] lr: 7.5902e-02 eta: 7:58:56 time: 0.0724 data_time: 0.0013 memory: 1679 loss: 1.8868 2022/11/28 01:24:16 - mmengine - INFO - Epoch(train) [40][1100/5005] lr: 7.5879e-02 eta: 7:58:49 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 1.8990 2022/11/28 01:24:23 - mmengine - INFO - Epoch(train) [40][1200/5005] lr: 7.5857e-02 eta: 7:58:42 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 1.9630 2022/11/28 01:24:31 - mmengine - INFO - Epoch(train) [40][1300/5005] lr: 7.5835e-02 eta: 7:58:35 time: 0.0713 data_time: 0.0015 memory: 1679 loss: 1.9337 2022/11/28 01:24:38 - mmengine - INFO - Epoch(train) [40][1400/5005] lr: 7.5812e-02 eta: 7:58:28 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 1.9660 2022/11/28 01:24:45 - mmengine - INFO - Epoch(train) [40][1500/5005] lr: 7.5790e-02 eta: 7:58:22 time: 0.0783 data_time: 0.0018 memory: 1679 loss: 2.0733 2022/11/28 01:24:53 - mmengine - INFO - Epoch(train) [40][1600/5005] lr: 7.5767e-02 eta: 7:58:15 time: 0.0735 data_time: 0.0020 memory: 1679 loss: 2.0310 2022/11/28 01:25:00 - mmengine - INFO - Epoch(train) [40][1700/5005] lr: 7.5745e-02 eta: 7:58:08 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 2.0227 2022/11/28 01:25:07 - mmengine - INFO - Epoch(train) [40][1800/5005] lr: 7.5723e-02 eta: 7:58:01 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 2.0945 2022/11/28 01:25:08 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:25:14 - mmengine - INFO - Epoch(train) [40][1900/5005] lr: 7.5700e-02 eta: 7:57:54 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 2.2961 2022/11/28 01:25:22 - mmengine - INFO - Epoch(train) [40][2000/5005] lr: 7.5678e-02 eta: 7:57:47 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 2.1289 2022/11/28 01:25:29 - mmengine - INFO - Epoch(train) [40][2100/5005] lr: 7.5655e-02 eta: 7:57:40 time: 0.0716 data_time: 0.0014 memory: 1679 loss: 2.1923 2022/11/28 01:25:36 - mmengine - INFO - Epoch(train) [40][2200/5005] lr: 7.5633e-02 eta: 7:57:33 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 2.1059 2022/11/28 01:25:44 - mmengine - INFO - Epoch(train) [40][2300/5005] lr: 7.5610e-02 eta: 7:57:27 time: 0.0716 data_time: 0.0014 memory: 1679 loss: 1.8687 2022/11/28 01:25:51 - mmengine - INFO - Epoch(train) [40][2400/5005] lr: 7.5588e-02 eta: 7:57:20 time: 0.0720 data_time: 0.0013 memory: 1679 loss: 1.7205 2022/11/28 01:25:58 - mmengine - INFO - Epoch(train) [40][2500/5005] lr: 7.5565e-02 eta: 7:57:13 time: 0.0725 data_time: 0.0014 memory: 1679 loss: 2.1045 2022/11/28 01:26:06 - mmengine - INFO - Epoch(train) [40][2600/5005] lr: 7.5543e-02 eta: 7:57:06 time: 0.0722 data_time: 0.0014 memory: 1679 loss: 2.0056 2022/11/28 01:26:13 - mmengine - INFO - Epoch(train) [40][2700/5005] lr: 7.5520e-02 eta: 7:56:59 time: 0.0721 data_time: 0.0014 memory: 1679 loss: 2.1137 2022/11/28 01:26:20 - mmengine - INFO - Epoch(train) [40][2800/5005] lr: 7.5498e-02 eta: 7:56:52 time: 0.0718 data_time: 0.0015 memory: 1679 loss: 2.2123 2022/11/28 01:26:21 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:26:28 - mmengine - INFO - Epoch(train) [40][2900/5005] lr: 7.5475e-02 eta: 7:56:46 time: 0.0793 data_time: 0.0016 memory: 1679 loss: 1.9974 2022/11/28 01:26:35 - mmengine - INFO - Epoch(train) [40][3000/5005] lr: 7.5453e-02 eta: 7:56:39 time: 0.0723 data_time: 0.0014 memory: 1679 loss: 1.8510 2022/11/28 01:26:42 - mmengine - INFO - Epoch(train) [40][3100/5005] lr: 7.5430e-02 eta: 7:56:32 time: 0.0716 data_time: 0.0014 memory: 1679 loss: 2.0976 2022/11/28 01:26:50 - mmengine - INFO - Epoch(train) [40][3200/5005] lr: 7.5408e-02 eta: 7:56:25 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 2.0798 2022/11/28 01:26:57 - mmengine - INFO - Epoch(train) [40][3300/5005] lr: 7.5385e-02 eta: 7:56:18 time: 0.0723 data_time: 0.0020 memory: 1679 loss: 1.9896 2022/11/28 01:27:04 - mmengine - INFO - Epoch(train) [40][3400/5005] lr: 7.5363e-02 eta: 7:56:12 time: 0.0725 data_time: 0.0014 memory: 1679 loss: 1.9506 2022/11/28 01:27:12 - mmengine - INFO - Epoch(train) [40][3500/5005] lr: 7.5340e-02 eta: 7:56:05 time: 0.0715 data_time: 0.0013 memory: 1679 loss: 1.9606 2022/11/28 01:27:19 - mmengine - INFO - Epoch(train) [40][3600/5005] lr: 7.5318e-02 eta: 7:55:58 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 1.9611 2022/11/28 01:27:26 - mmengine - INFO - Epoch(train) [40][3700/5005] lr: 7.5295e-02 eta: 7:55:51 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 2.0044 2022/11/28 01:27:33 - mmengine - INFO - Epoch(train) [40][3800/5005] lr: 7.5273e-02 eta: 7:55:44 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 2.1124 2022/11/28 01:27:34 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:27:41 - mmengine - INFO - Epoch(train) [40][3900/5005] lr: 7.5250e-02 eta: 7:55:37 time: 0.0728 data_time: 0.0014 memory: 1679 loss: 1.9417 2022/11/28 01:27:48 - mmengine - INFO - Epoch(train) [40][4000/5005] lr: 7.5228e-02 eta: 7:55:30 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 1.9502 2022/11/28 01:27:55 - mmengine - INFO - Epoch(train) [40][4100/5005] lr: 7.5205e-02 eta: 7:55:23 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 2.0010 2022/11/28 01:28:03 - mmengine - INFO - Epoch(train) [40][4200/5005] lr: 7.5182e-02 eta: 7:55:17 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 1.9234 2022/11/28 01:28:10 - mmengine - INFO - Epoch(train) [40][4300/5005] lr: 7.5160e-02 eta: 7:55:10 time: 0.0715 data_time: 0.0014 memory: 1679 loss: 1.9341 2022/11/28 01:28:17 - mmengine - INFO - Epoch(train) [40][4400/5005] lr: 7.5137e-02 eta: 7:55:03 time: 0.0723 data_time: 0.0013 memory: 1679 loss: 1.9353 2022/11/28 01:28:25 - mmengine - INFO - Epoch(train) [40][4500/5005] lr: 7.5115e-02 eta: 7:54:56 time: 0.0715 data_time: 0.0014 memory: 1679 loss: 2.0098 2022/11/28 01:28:32 - mmengine - INFO - Epoch(train) [40][4600/5005] lr: 7.5092e-02 eta: 7:54:49 time: 0.0726 data_time: 0.0014 memory: 1679 loss: 2.0123 2022/11/28 01:28:39 - mmengine - INFO - Epoch(train) [40][4700/5005] lr: 7.5069e-02 eta: 7:54:42 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.8386 2022/11/28 01:28:47 - mmengine - INFO - Epoch(train) [40][4800/5005] lr: 7.5047e-02 eta: 7:54:36 time: 0.0785 data_time: 0.0013 memory: 1679 loss: 2.0330 2022/11/28 01:28:47 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:28:54 - mmengine - INFO - Epoch(train) [40][4900/5005] lr: 7.5024e-02 eta: 7:54:29 time: 0.0720 data_time: 0.0016 memory: 1679 loss: 2.2795 2022/11/28 01:29:01 - mmengine - INFO - Epoch(train) [40][5000/5005] lr: 7.5001e-02 eta: 7:54:22 time: 0.0736 data_time: 0.0023 memory: 1679 loss: 2.0984 2022/11/28 01:29:02 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:29:02 - mmengine - INFO - Saving checkpoint at 40 epochs 2022/11/28 01:29:07 - mmengine - INFO - Epoch(val) [40][100/196] eta: 0:00:03 time: 0.0359 data_time: 0.0221 memory: 1679 2022/11/28 01:29:20 - mmengine - INFO - Epoch(val) [40][196/196] accuracy/top1: 59.9800 accuracy/top5: 83.3520 2022/11/28 01:29:28 - mmengine - INFO - Epoch(train) [41][ 100/5005] lr: 7.4978e-02 eta: 7:54:16 time: 0.0724 data_time: 0.0013 memory: 1679 loss: 1.9137 2022/11/28 01:29:35 - mmengine - INFO - Epoch(train) [41][ 200/5005] lr: 7.4955e-02 eta: 7:54:09 time: 0.0724 data_time: 0.0013 memory: 1679 loss: 1.7442 2022/11/28 01:29:42 - mmengine - INFO - Epoch(train) [41][ 300/5005] lr: 7.4932e-02 eta: 7:54:02 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 1.9380 2022/11/28 01:29:50 - mmengine - INFO - Epoch(train) [41][ 400/5005] lr: 7.4910e-02 eta: 7:53:56 time: 0.0825 data_time: 0.0014 memory: 1679 loss: 2.0459 2022/11/28 01:29:57 - mmengine - INFO - Epoch(train) [41][ 500/5005] lr: 7.4887e-02 eta: 7:53:49 time: 0.0725 data_time: 0.0017 memory: 1679 loss: 2.0040 2022/11/28 01:30:04 - mmengine - INFO - Epoch(train) [41][ 600/5005] lr: 7.4864e-02 eta: 7:53:42 time: 0.0720 data_time: 0.0020 memory: 1679 loss: 1.9626 2022/11/28 01:30:12 - mmengine - INFO - Epoch(train) [41][ 700/5005] lr: 7.4842e-02 eta: 7:53:35 time: 0.0728 data_time: 0.0013 memory: 1679 loss: 2.1410 2022/11/28 01:30:19 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:30:19 - mmengine - INFO - Epoch(train) [41][ 800/5005] lr: 7.4819e-02 eta: 7:53:28 time: 0.0715 data_time: 0.0014 memory: 1679 loss: 2.0023 2022/11/28 01:30:26 - mmengine - INFO - Epoch(train) [41][ 900/5005] lr: 7.4796e-02 eta: 7:53:21 time: 0.0725 data_time: 0.0019 memory: 1679 loss: 1.8498 2022/11/28 01:30:33 - mmengine - INFO - Epoch(train) [41][1000/5005] lr: 7.4773e-02 eta: 7:53:14 time: 0.0718 data_time: 0.0019 memory: 1679 loss: 1.8843 2022/11/28 01:30:41 - mmengine - INFO - Epoch(train) [41][1100/5005] lr: 7.4751e-02 eta: 7:53:07 time: 0.0719 data_time: 0.0016 memory: 1679 loss: 2.1625 2022/11/28 01:30:48 - mmengine - INFO - Epoch(train) [41][1200/5005] lr: 7.4728e-02 eta: 7:53:00 time: 0.0718 data_time: 0.0015 memory: 1679 loss: 1.8669 2022/11/28 01:30:55 - mmengine - INFO - Epoch(train) [41][1300/5005] lr: 7.4705e-02 eta: 7:52:53 time: 0.0728 data_time: 0.0014 memory: 1679 loss: 1.8600 2022/11/28 01:31:03 - mmengine - INFO - Epoch(train) [41][1400/5005] lr: 7.4682e-02 eta: 7:52:47 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 2.0213 2022/11/28 01:31:10 - mmengine - INFO - Epoch(train) [41][1500/5005] lr: 7.4660e-02 eta: 7:52:40 time: 0.0728 data_time: 0.0014 memory: 1679 loss: 1.8197 2022/11/28 01:31:17 - mmengine - INFO - Epoch(train) [41][1600/5005] lr: 7.4637e-02 eta: 7:52:33 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 1.8904 2022/11/28 01:31:25 - mmengine - INFO - Epoch(train) [41][1700/5005] lr: 7.4614e-02 eta: 7:52:26 time: 0.0720 data_time: 0.0017 memory: 1679 loss: 1.8568 2022/11/28 01:31:32 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:31:32 - mmengine - INFO - Epoch(train) [41][1800/5005] lr: 7.4591e-02 eta: 7:52:19 time: 0.0717 data_time: 0.0018 memory: 1679 loss: 1.9983 2022/11/28 01:31:39 - mmengine - INFO - Epoch(train) [41][1900/5005] lr: 7.4569e-02 eta: 7:52:13 time: 0.0724 data_time: 0.0014 memory: 1679 loss: 1.8228 2022/11/28 01:31:47 - mmengine - INFO - Epoch(train) [41][2000/5005] lr: 7.4546e-02 eta: 7:52:06 time: 0.0716 data_time: 0.0014 memory: 1679 loss: 2.1476 2022/11/28 01:31:54 - mmengine - INFO - Epoch(train) [41][2100/5005] lr: 7.4523e-02 eta: 7:51:59 time: 0.0726 data_time: 0.0014 memory: 1679 loss: 1.8300 2022/11/28 01:32:01 - mmengine - INFO - Epoch(train) [41][2200/5005] lr: 7.4500e-02 eta: 7:51:52 time: 0.0724 data_time: 0.0014 memory: 1679 loss: 2.1324 2022/11/28 01:32:09 - mmengine - INFO - Epoch(train) [41][2300/5005] lr: 7.4477e-02 eta: 7:51:45 time: 0.0723 data_time: 0.0018 memory: 1679 loss: 1.9422 2022/11/28 01:32:16 - mmengine - INFO - Epoch(train) [41][2400/5005] lr: 7.4455e-02 eta: 7:51:38 time: 0.0721 data_time: 0.0018 memory: 1679 loss: 2.0932 2022/11/28 01:32:23 - mmengine - INFO - Epoch(train) [41][2500/5005] lr: 7.4432e-02 eta: 7:51:31 time: 0.0723 data_time: 0.0014 memory: 1679 loss: 1.8127 2022/11/28 01:32:31 - mmengine - INFO - Epoch(train) [41][2600/5005] lr: 7.4409e-02 eta: 7:51:24 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 2.1012 2022/11/28 01:32:38 - mmengine - INFO - Epoch(train) [41][2700/5005] lr: 7.4386e-02 eta: 7:51:17 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 1.9219 2022/11/28 01:32:45 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:32:45 - mmengine - INFO - Epoch(train) [41][2800/5005] lr: 7.4363e-02 eta: 7:51:11 time: 0.0721 data_time: 0.0013 memory: 1679 loss: 2.1662 2022/11/28 01:32:52 - mmengine - INFO - Epoch(train) [41][2900/5005] lr: 7.4341e-02 eta: 7:51:04 time: 0.0726 data_time: 0.0015 memory: 1679 loss: 2.1149 2022/11/28 01:33:00 - mmengine - INFO - Epoch(train) [41][3000/5005] lr: 7.4318e-02 eta: 7:50:57 time: 0.0716 data_time: 0.0014 memory: 1679 loss: 2.1783 2022/11/28 01:33:07 - mmengine - INFO - Epoch(train) [41][3100/5005] lr: 7.4295e-02 eta: 7:50:50 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 2.0682 2022/11/28 01:33:14 - mmengine - INFO - Epoch(train) [41][3200/5005] lr: 7.4272e-02 eta: 7:50:43 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 2.0556 2022/11/28 01:33:22 - mmengine - INFO - Epoch(train) [41][3300/5005] lr: 7.4249e-02 eta: 7:50:36 time: 0.0727 data_time: 0.0013 memory: 1679 loss: 1.9833 2022/11/28 01:33:29 - mmengine - INFO - Epoch(train) [41][3400/5005] lr: 7.4226e-02 eta: 7:50:30 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 2.2580 2022/11/28 01:33:36 - mmengine - INFO - Epoch(train) [41][3500/5005] lr: 7.4203e-02 eta: 7:50:23 time: 0.0730 data_time: 0.0013 memory: 1679 loss: 1.9048 2022/11/28 01:33:44 - mmengine - INFO - Epoch(train) [41][3600/5005] lr: 7.4180e-02 eta: 7:50:16 time: 0.0724 data_time: 0.0014 memory: 1679 loss: 2.1211 2022/11/28 01:33:51 - mmengine - INFO - Epoch(train) [41][3700/5005] lr: 7.4158e-02 eta: 7:50:09 time: 0.0723 data_time: 0.0017 memory: 1679 loss: 2.0712 2022/11/28 01:33:58 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:33:58 - mmengine - INFO - Epoch(train) [41][3800/5005] lr: 7.4135e-02 eta: 7:50:02 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 1.7135 2022/11/28 01:34:06 - mmengine - INFO - Epoch(train) [41][3900/5005] lr: 7.4112e-02 eta: 7:49:55 time: 0.0735 data_time: 0.0014 memory: 1679 loss: 2.0938 2022/11/28 01:34:13 - mmengine - INFO - Epoch(train) [41][4000/5005] lr: 7.4089e-02 eta: 7:49:48 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 2.1115 2022/11/28 01:34:20 - mmengine - INFO - Epoch(train) [41][4100/5005] lr: 7.4066e-02 eta: 7:49:42 time: 0.0729 data_time: 0.0014 memory: 1679 loss: 1.8406 2022/11/28 01:34:27 - mmengine - INFO - Epoch(train) [41][4200/5005] lr: 7.4043e-02 eta: 7:49:35 time: 0.0723 data_time: 0.0014 memory: 1679 loss: 1.9675 2022/11/28 01:34:35 - mmengine - INFO - Epoch(train) [41][4300/5005] lr: 7.4020e-02 eta: 7:49:28 time: 0.0727 data_time: 0.0014 memory: 1679 loss: 2.2062 2022/11/28 01:34:42 - mmengine - INFO - Epoch(train) [41][4400/5005] lr: 7.3997e-02 eta: 7:49:21 time: 0.0725 data_time: 0.0014 memory: 1679 loss: 1.9545 2022/11/28 01:34:49 - mmengine - INFO - Epoch(train) [41][4500/5005] lr: 7.3974e-02 eta: 7:49:14 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 2.0162 2022/11/28 01:34:57 - mmengine - INFO - Epoch(train) [41][4600/5005] lr: 7.3951e-02 eta: 7:49:07 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.9427 2022/11/28 01:35:04 - mmengine - INFO - Epoch(train) [41][4700/5005] lr: 7.3928e-02 eta: 7:49:01 time: 0.0719 data_time: 0.0016 memory: 1679 loss: 2.0124 2022/11/28 01:35:11 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:35:11 - mmengine - INFO - Epoch(train) [41][4800/5005] lr: 7.3905e-02 eta: 7:48:54 time: 0.0723 data_time: 0.0014 memory: 1679 loss: 1.9769 2022/11/28 01:35:19 - mmengine - INFO - Epoch(train) [41][4900/5005] lr: 7.3882e-02 eta: 7:48:47 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 1.9569 2022/11/28 01:35:26 - mmengine - INFO - Epoch(train) [41][5000/5005] lr: 7.3859e-02 eta: 7:48:40 time: 0.0728 data_time: 0.0023 memory: 1679 loss: 2.0103 2022/11/28 01:35:27 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:35:27 - mmengine - INFO - Saving checkpoint at 41 epochs 2022/11/28 01:35:32 - mmengine - INFO - Epoch(val) [41][100/196] eta: 0:00:03 time: 0.0369 data_time: 0.0231 memory: 1679 2022/11/28 01:35:45 - mmengine - INFO - Epoch(val) [41][196/196] accuracy/top1: 59.2380 accuracy/top5: 83.0180 2022/11/28 01:35:52 - mmengine - INFO - Epoch(train) [42][ 100/5005] lr: 7.3835e-02 eta: 7:48:34 time: 0.0832 data_time: 0.0019 memory: 1679 loss: 1.8719 2022/11/28 01:36:00 - mmengine - INFO - Epoch(train) [42][ 200/5005] lr: 7.3812e-02 eta: 7:48:27 time: 0.0721 data_time: 0.0014 memory: 1679 loss: 1.8830 2022/11/28 01:36:07 - mmengine - INFO - Epoch(train) [42][ 300/5005] lr: 7.3789e-02 eta: 7:48:20 time: 0.0718 data_time: 0.0013 memory: 1679 loss: 2.0786 2022/11/28 01:36:14 - mmengine - INFO - Epoch(train) [42][ 400/5005] lr: 7.3766e-02 eta: 7:48:13 time: 0.0716 data_time: 0.0016 memory: 1679 loss: 2.0268 2022/11/28 01:36:22 - mmengine - INFO - Epoch(train) [42][ 500/5005] lr: 7.3743e-02 eta: 7:48:06 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 1.8705 2022/11/28 01:36:29 - mmengine - INFO - Epoch(train) [42][ 600/5005] lr: 7.3720e-02 eta: 7:48:00 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 1.9857 2022/11/28 01:36:36 - mmengine - INFO - Epoch(train) [42][ 700/5005] lr: 7.3697e-02 eta: 7:47:53 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 2.0394 2022/11/28 01:36:43 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:36:44 - mmengine - INFO - Epoch(train) [42][ 800/5005] lr: 7.3674e-02 eta: 7:47:46 time: 0.0722 data_time: 0.0015 memory: 1679 loss: 1.8427 2022/11/28 01:36:51 - mmengine - INFO - Epoch(train) [42][ 900/5005] lr: 7.3651e-02 eta: 7:47:39 time: 0.0716 data_time: 0.0014 memory: 1679 loss: 1.9481 2022/11/28 01:36:58 - mmengine - INFO - Epoch(train) [42][1000/5005] lr: 7.3628e-02 eta: 7:47:32 time: 0.0724 data_time: 0.0021 memory: 1679 loss: 1.7258 2022/11/28 01:37:06 - mmengine - INFO - Epoch(train) [42][1100/5005] lr: 7.3605e-02 eta: 7:47:25 time: 0.0717 data_time: 0.0019 memory: 1679 loss: 2.0587 2022/11/28 01:37:13 - mmengine - INFO - Epoch(train) [42][1200/5005] lr: 7.3582e-02 eta: 7:47:18 time: 0.0718 data_time: 0.0014 memory: 1679 loss: 1.9163 2022/11/28 01:37:20 - mmengine - INFO - Epoch(train) [42][1300/5005] lr: 7.3559e-02 eta: 7:47:12 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 1.7895 2022/11/28 01:37:28 - mmengine - INFO - Epoch(train) [42][1400/5005] lr: 7.3536e-02 eta: 7:47:05 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 1.8082 2022/11/28 01:37:35 - mmengine - INFO - Epoch(train) [42][1500/5005] lr: 7.3513e-02 eta: 7:46:58 time: 0.0715 data_time: 0.0014 memory: 1679 loss: 1.9845 2022/11/28 01:37:42 - mmengine - INFO - Epoch(train) [42][1600/5005] lr: 7.3490e-02 eta: 7:46:51 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 2.0310 2022/11/28 01:37:49 - mmengine - INFO - Epoch(train) [42][1700/5005] lr: 7.3466e-02 eta: 7:46:44 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 2.0437 2022/11/28 01:37:56 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:37:57 - mmengine - INFO - Epoch(train) [42][1800/5005] lr: 7.3443e-02 eta: 7:46:37 time: 0.0724 data_time: 0.0014 memory: 1679 loss: 1.7967 2022/11/28 01:38:04 - mmengine - INFO - Epoch(train) [42][1900/5005] lr: 7.3420e-02 eta: 7:46:30 time: 0.0724 data_time: 0.0014 memory: 1679 loss: 1.9200 2022/11/28 01:38:12 - mmengine - INFO - Epoch(train) [42][2000/5005] lr: 7.3397e-02 eta: 7:46:24 time: 0.0722 data_time: 0.0018 memory: 1679 loss: 2.2118 2022/11/28 01:38:19 - mmengine - INFO - Epoch(train) [42][2100/5005] lr: 7.3374e-02 eta: 7:46:17 time: 0.0731 data_time: 0.0020 memory: 1679 loss: 2.0414 2022/11/28 01:38:26 - mmengine - INFO - Epoch(train) [42][2200/5005] lr: 7.3351e-02 eta: 7:46:10 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.7592 2022/11/28 01:38:34 - mmengine - INFO - Epoch(train) [42][2300/5005] lr: 7.3328e-02 eta: 7:46:03 time: 0.0790 data_time: 0.0014 memory: 1679 loss: 1.7191 2022/11/28 01:38:41 - mmengine - INFO - Epoch(train) [42][2400/5005] lr: 7.3305e-02 eta: 7:45:56 time: 0.0810 data_time: 0.0014 memory: 1679 loss: 1.9339 2022/11/28 01:38:48 - mmengine - INFO - Epoch(train) [42][2500/5005] lr: 7.3282e-02 eta: 7:45:50 time: 0.0718 data_time: 0.0019 memory: 1679 loss: 1.9754 2022/11/28 01:38:56 - mmengine - INFO - Epoch(train) [42][2600/5005] lr: 7.3258e-02 eta: 7:45:43 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 1.9817 2022/11/28 01:39:03 - mmengine - INFO - Epoch(train) [42][2700/5005] lr: 7.3235e-02 eta: 7:45:36 time: 0.0726 data_time: 0.0020 memory: 1679 loss: 2.2105 2022/11/28 01:39:10 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:39:10 - mmengine - INFO - Epoch(train) [42][2800/5005] lr: 7.3212e-02 eta: 7:45:29 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 1.8282 2022/11/28 01:39:18 - mmengine - INFO - Epoch(train) [42][2900/5005] lr: 7.3189e-02 eta: 7:45:22 time: 0.0724 data_time: 0.0014 memory: 1679 loss: 1.8929 2022/11/28 01:39:25 - mmengine - INFO - Epoch(train) [42][3000/5005] lr: 7.3166e-02 eta: 7:45:15 time: 0.0730 data_time: 0.0014 memory: 1679 loss: 2.0364 2022/11/28 01:39:32 - mmengine - INFO - Epoch(train) [42][3100/5005] lr: 7.3143e-02 eta: 7:45:08 time: 0.0733 data_time: 0.0014 memory: 1679 loss: 1.9709 2022/11/28 01:39:39 - mmengine - INFO - Epoch(train) [42][3200/5005] lr: 7.3119e-02 eta: 7:45:01 time: 0.0729 data_time: 0.0013 memory: 1679 loss: 2.0220 2022/11/28 01:39:47 - mmengine - INFO - Epoch(train) [42][3300/5005] lr: 7.3096e-02 eta: 7:44:55 time: 0.0799 data_time: 0.0014 memory: 1679 loss: 1.9354 2022/11/28 01:39:54 - mmengine - INFO - Epoch(train) [42][3400/5005] lr: 7.3073e-02 eta: 7:44:48 time: 0.0722 data_time: 0.0014 memory: 1679 loss: 1.9994 2022/11/28 01:40:01 - mmengine - INFO - Epoch(train) [42][3500/5005] lr: 7.3050e-02 eta: 7:44:41 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 1.8020 2022/11/28 01:40:09 - mmengine - INFO - Epoch(train) [42][3600/5005] lr: 7.3027e-02 eta: 7:44:34 time: 0.0725 data_time: 0.0014 memory: 1679 loss: 1.8316 2022/11/28 01:40:16 - mmengine - INFO - Epoch(train) [42][3700/5005] lr: 7.3003e-02 eta: 7:44:27 time: 0.0715 data_time: 0.0014 memory: 1679 loss: 2.1631 2022/11/28 01:40:23 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:40:23 - mmengine - INFO - Epoch(train) [42][3800/5005] lr: 7.2980e-02 eta: 7:44:20 time: 0.0715 data_time: 0.0014 memory: 1679 loss: 1.8678 2022/11/28 01:40:31 - mmengine - INFO - Epoch(train) [42][3900/5005] lr: 7.2957e-02 eta: 7:44:13 time: 0.0714 data_time: 0.0014 memory: 1679 loss: 1.9778 2022/11/28 01:40:38 - mmengine - INFO - Epoch(train) [42][4000/5005] lr: 7.2934e-02 eta: 7:44:07 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 1.9550 2022/11/28 01:40:45 - mmengine - INFO - Epoch(train) [42][4100/5005] lr: 7.2910e-02 eta: 7:44:00 time: 0.0722 data_time: 0.0014 memory: 1679 loss: 1.8158 2022/11/28 01:40:53 - mmengine - INFO - Epoch(train) [42][4200/5005] lr: 7.2887e-02 eta: 7:43:53 time: 0.0726 data_time: 0.0015 memory: 1679 loss: 2.1316 2022/11/28 01:41:00 - mmengine - INFO - Epoch(train) [42][4300/5005] lr: 7.2864e-02 eta: 7:43:46 time: 0.0726 data_time: 0.0014 memory: 1679 loss: 2.0552 2022/11/28 01:41:07 - mmengine - INFO - Epoch(train) [42][4400/5005] lr: 7.2841e-02 eta: 7:43:39 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 2.0056 2022/11/28 01:41:15 - mmengine - INFO - Epoch(train) [42][4500/5005] lr: 7.2817e-02 eta: 7:43:32 time: 0.0718 data_time: 0.0014 memory: 1679 loss: 1.7982 2022/11/28 01:41:22 - mmengine - INFO - Epoch(train) [42][4600/5005] lr: 7.2794e-02 eta: 7:43:25 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 2.0285 2022/11/28 01:41:29 - mmengine - INFO - Epoch(train) [42][4700/5005] lr: 7.2771e-02 eta: 7:43:18 time: 0.0726 data_time: 0.0014 memory: 1679 loss: 1.9701 2022/11/28 01:41:36 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:41:37 - mmengine - INFO - Epoch(train) [42][4800/5005] lr: 7.2748e-02 eta: 7:43:12 time: 0.0728 data_time: 0.0014 memory: 1679 loss: 2.1545 2022/11/28 01:41:44 - mmengine - INFO - Epoch(train) [42][4900/5005] lr: 7.2724e-02 eta: 7:43:05 time: 0.0721 data_time: 0.0016 memory: 1679 loss: 2.0460 2022/11/28 01:41:51 - mmengine - INFO - Epoch(train) [42][5000/5005] lr: 7.2701e-02 eta: 7:42:58 time: 0.0740 data_time: 0.0025 memory: 1679 loss: 1.9954 2022/11/28 01:41:52 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:41:52 - mmengine - INFO - Saving checkpoint at 42 epochs 2022/11/28 01:41:57 - mmengine - INFO - Epoch(val) [42][100/196] eta: 0:00:04 time: 0.0369 data_time: 0.0232 memory: 1679 2022/11/28 01:42:10 - mmengine - INFO - Epoch(val) [42][196/196] accuracy/top1: 59.4760 accuracy/top5: 82.9400 2022/11/28 01:42:18 - mmengine - INFO - Epoch(train) [43][ 100/5005] lr: 7.2676e-02 eta: 7:42:51 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 1.8714 2022/11/28 01:42:25 - mmengine - INFO - Epoch(train) [43][ 200/5005] lr: 7.2653e-02 eta: 7:42:44 time: 0.0716 data_time: 0.0014 memory: 1679 loss: 2.1880 2022/11/28 01:42:32 - mmengine - INFO - Epoch(train) [43][ 300/5005] lr: 7.2630e-02 eta: 7:42:38 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 1.9914 2022/11/28 01:42:40 - mmengine - INFO - Epoch(train) [43][ 400/5005] lr: 7.2606e-02 eta: 7:42:31 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 1.9548 2022/11/28 01:42:47 - mmengine - INFO - Epoch(train) [43][ 500/5005] lr: 7.2583e-02 eta: 7:42:24 time: 0.0718 data_time: 0.0014 memory: 1679 loss: 1.9333 2022/11/28 01:42:54 - mmengine - INFO - Epoch(train) [43][ 600/5005] lr: 7.2560e-02 eta: 7:42:17 time: 0.0725 data_time: 0.0014 memory: 1679 loss: 1.7652 2022/11/28 01:43:02 - mmengine - INFO - Epoch(train) [43][ 700/5005] lr: 7.2536e-02 eta: 7:42:10 time: 0.0721 data_time: 0.0016 memory: 1679 loss: 1.9700 2022/11/28 01:43:08 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:43:09 - mmengine - INFO - Epoch(train) [43][ 800/5005] lr: 7.2513e-02 eta: 7:42:03 time: 0.0723 data_time: 0.0017 memory: 1679 loss: 1.8837 2022/11/28 01:43:16 - mmengine - INFO - Epoch(train) [43][ 900/5005] lr: 7.2490e-02 eta: 7:41:56 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 1.9819 2022/11/28 01:43:24 - mmengine - INFO - Epoch(train) [43][1000/5005] lr: 7.2466e-02 eta: 7:41:49 time: 0.0726 data_time: 0.0019 memory: 1679 loss: 1.8385 2022/11/28 01:43:31 - mmengine - INFO - Epoch(train) [43][1100/5005] lr: 7.2443e-02 eta: 7:41:43 time: 0.0720 data_time: 0.0016 memory: 1679 loss: 2.0710 2022/11/28 01:43:38 - mmengine - INFO - Epoch(train) [43][1200/5005] lr: 7.2420e-02 eta: 7:41:36 time: 0.0716 data_time: 0.0014 memory: 1679 loss: 2.0081 2022/11/28 01:43:46 - mmengine - INFO - Epoch(train) [43][1300/5005] lr: 7.2396e-02 eta: 7:41:29 time: 0.0720 data_time: 0.0021 memory: 1679 loss: 1.7997 2022/11/28 01:43:53 - mmengine - INFO - Epoch(train) [43][1400/5005] lr: 7.2373e-02 eta: 7:41:22 time: 0.0718 data_time: 0.0014 memory: 1679 loss: 2.1116 2022/11/28 01:44:00 - mmengine - INFO - Epoch(train) [43][1500/5005] lr: 7.2350e-02 eta: 7:41:15 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 1.6707 2022/11/28 01:44:07 - mmengine - INFO - Epoch(train) [43][1600/5005] lr: 7.2326e-02 eta: 7:41:08 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 2.0398 2022/11/28 01:44:15 - mmengine - INFO - Epoch(train) [43][1700/5005] lr: 7.2303e-02 eta: 7:41:01 time: 0.0886 data_time: 0.0015 memory: 1679 loss: 1.8152 2022/11/28 01:44:22 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:44:22 - mmengine - INFO - Epoch(train) [43][1800/5005] lr: 7.2279e-02 eta: 7:40:54 time: 0.0718 data_time: 0.0015 memory: 1679 loss: 1.9541 2022/11/28 01:44:30 - mmengine - INFO - Epoch(train) [43][1900/5005] lr: 7.2256e-02 eta: 7:40:48 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 2.0068 2022/11/28 01:44:37 - mmengine - INFO - Epoch(train) [43][2000/5005] lr: 7.2232e-02 eta: 7:40:41 time: 0.0721 data_time: 0.0018 memory: 1679 loss: 1.9288 2022/11/28 01:44:44 - mmengine - INFO - Epoch(train) [43][2100/5005] lr: 7.2209e-02 eta: 7:40:34 time: 0.0720 data_time: 0.0014 memory: 1679 loss: 2.1166 2022/11/28 01:44:51 - mmengine - INFO - Epoch(train) [43][2200/5005] lr: 7.2186e-02 eta: 7:40:27 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 1.9953 2022/11/28 01:44:59 - mmengine - INFO - Epoch(train) [43][2300/5005] lr: 7.2162e-02 eta: 7:40:20 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 1.9922 2022/11/28 01:45:06 - mmengine - INFO - Epoch(train) [43][2400/5005] lr: 7.2139e-02 eta: 7:40:13 time: 0.0722 data_time: 0.0015 memory: 1679 loss: 2.1988 2022/11/28 01:45:14 - mmengine - INFO - Epoch(train) [43][2500/5005] lr: 7.2115e-02 eta: 7:40:06 time: 0.0723 data_time: 0.0019 memory: 1679 loss: 1.9770 2022/11/28 01:45:21 - mmengine - INFO - Epoch(train) [43][2600/5005] lr: 7.2092e-02 eta: 7:40:00 time: 0.0791 data_time: 0.0013 memory: 1679 loss: 1.8676 2022/11/28 01:45:28 - mmengine - INFO - Epoch(train) [43][2700/5005] lr: 7.2068e-02 eta: 7:39:53 time: 0.0717 data_time: 0.0013 memory: 1679 loss: 1.8199 2022/11/28 01:45:35 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:45:36 - mmengine - INFO - Epoch(train) [43][2800/5005] lr: 7.2045e-02 eta: 7:39:46 time: 0.0720 data_time: 0.0014 memory: 1679 loss: 1.9832 2022/11/28 01:45:43 - mmengine - INFO - Epoch(train) [43][2900/5005] lr: 7.2021e-02 eta: 7:39:39 time: 0.0720 data_time: 0.0014 memory: 1679 loss: 2.0381 2022/11/28 01:45:50 - mmengine - INFO - Epoch(train) [43][3000/5005] lr: 7.1998e-02 eta: 7:39:32 time: 0.0722 data_time: 0.0014 memory: 1679 loss: 2.1343 2022/11/28 01:45:58 - mmengine - INFO - Epoch(train) [43][3100/5005] lr: 7.1974e-02 eta: 7:39:25 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 1.8150 2022/11/28 01:46:05 - mmengine - INFO - Epoch(train) [43][3200/5005] lr: 7.1951e-02 eta: 7:39:19 time: 0.0719 data_time: 0.0013 memory: 1679 loss: 1.9162 2022/11/28 01:46:12 - mmengine - INFO - Epoch(train) [43][3300/5005] lr: 7.1927e-02 eta: 7:39:12 time: 0.0716 data_time: 0.0014 memory: 1679 loss: 2.0539 2022/11/28 01:46:20 - mmengine - INFO - Epoch(train) [43][3400/5005] lr: 7.1904e-02 eta: 7:39:05 time: 0.0718 data_time: 0.0014 memory: 1679 loss: 1.7849 2022/11/28 01:46:27 - mmengine - INFO - Epoch(train) [43][3500/5005] lr: 7.1880e-02 eta: 7:38:58 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 1.8134 2022/11/28 01:46:34 - mmengine - INFO - Epoch(train) [43][3600/5005] lr: 7.1857e-02 eta: 7:38:51 time: 0.0724 data_time: 0.0014 memory: 1679 loss: 1.8547 2022/11/28 01:46:41 - mmengine - INFO - Epoch(train) [43][3700/5005] lr: 7.1833e-02 eta: 7:38:44 time: 0.0719 data_time: 0.0018 memory: 1679 loss: 2.0150 2022/11/28 01:46:48 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:46:49 - mmengine - INFO - Epoch(train) [43][3800/5005] lr: 7.1810e-02 eta: 7:38:37 time: 0.0723 data_time: 0.0019 memory: 1679 loss: 1.8748 2022/11/28 01:46:56 - mmengine - INFO - Epoch(train) [43][3900/5005] lr: 7.1786e-02 eta: 7:38:30 time: 0.0718 data_time: 0.0016 memory: 1679 loss: 1.7280 2022/11/28 01:47:03 - mmengine - INFO - Epoch(train) [43][4000/5005] lr: 7.1763e-02 eta: 7:38:23 time: 0.0718 data_time: 0.0014 memory: 1679 loss: 1.8936 2022/11/28 01:47:11 - mmengine - INFO - Epoch(train) [43][4100/5005] lr: 7.1739e-02 eta: 7:38:16 time: 0.0757 data_time: 0.0014 memory: 1679 loss: 2.0520 2022/11/28 01:47:18 - mmengine - INFO - Epoch(train) [43][4200/5005] lr: 7.1716e-02 eta: 7:38:09 time: 0.0717 data_time: 0.0016 memory: 1679 loss: 1.7480 2022/11/28 01:47:25 - mmengine - INFO - Epoch(train) [43][4300/5005] lr: 7.1692e-02 eta: 7:38:02 time: 0.0720 data_time: 0.0014 memory: 1679 loss: 2.0261 2022/11/28 01:47:33 - mmengine - INFO - Epoch(train) [43][4400/5005] lr: 7.1668e-02 eta: 7:37:55 time: 0.0718 data_time: 0.0020 memory: 1679 loss: 2.2029 2022/11/28 01:47:40 - mmengine - INFO - Epoch(train) [43][4500/5005] lr: 7.1645e-02 eta: 7:37:49 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 1.9850 2022/11/28 01:47:47 - mmengine - INFO - Epoch(train) [43][4600/5005] lr: 7.1621e-02 eta: 7:37:42 time: 0.0722 data_time: 0.0014 memory: 1679 loss: 2.0561 2022/11/28 01:47:55 - mmengine - INFO - Epoch(train) [43][4700/5005] lr: 7.1598e-02 eta: 7:37:35 time: 0.0719 data_time: 0.0018 memory: 1679 loss: 2.0240 2022/11/28 01:48:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:48:02 - mmengine - INFO - Epoch(train) [43][4800/5005] lr: 7.1574e-02 eta: 7:37:28 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 2.0742 2022/11/28 01:48:09 - mmengine - INFO - Epoch(train) [43][4900/5005] lr: 7.1551e-02 eta: 7:37:21 time: 0.0727 data_time: 0.0014 memory: 1679 loss: 1.9078 2022/11/28 01:48:17 - mmengine - INFO - Epoch(train) [43][5000/5005] lr: 7.1527e-02 eta: 7:37:14 time: 0.0734 data_time: 0.0023 memory: 1679 loss: 2.0470 2022/11/28 01:48:17 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:48:17 - mmengine - INFO - Saving checkpoint at 43 epochs 2022/11/28 01:48:22 - mmengine - INFO - Epoch(val) [43][100/196] eta: 0:00:04 time: 0.0396 data_time: 0.0258 memory: 1679 2022/11/28 01:48:35 - mmengine - INFO - Epoch(val) [43][196/196] accuracy/top1: 59.7000 accuracy/top5: 83.3060 2022/11/28 01:48:43 - mmengine - INFO - Epoch(train) [44][ 100/5005] lr: 7.1502e-02 eta: 7:37:08 time: 0.0726 data_time: 0.0015 memory: 1679 loss: 2.0430 2022/11/28 01:48:50 - mmengine - INFO - Epoch(train) [44][ 200/5005] lr: 7.1479e-02 eta: 7:37:01 time: 0.0716 data_time: 0.0014 memory: 1679 loss: 2.0281 2022/11/28 01:48:58 - mmengine - INFO - Epoch(train) [44][ 300/5005] lr: 7.1455e-02 eta: 7:36:54 time: 0.0721 data_time: 0.0014 memory: 1679 loss: 1.9525 2022/11/28 01:49:05 - mmengine - INFO - Epoch(train) [44][ 400/5005] lr: 7.1431e-02 eta: 7:36:47 time: 0.0719 data_time: 0.0016 memory: 1679 loss: 1.8223 2022/11/28 01:49:13 - mmengine - INFO - Epoch(train) [44][ 500/5005] lr: 7.1408e-02 eta: 7:36:40 time: 0.0776 data_time: 0.0013 memory: 1679 loss: 1.9097 2022/11/28 01:49:20 - mmengine - INFO - Epoch(train) [44][ 600/5005] lr: 7.1384e-02 eta: 7:36:33 time: 0.0714 data_time: 0.0021 memory: 1679 loss: 2.1341 2022/11/28 01:49:27 - mmengine - INFO - Epoch(train) [44][ 700/5005] lr: 7.1360e-02 eta: 7:36:27 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 2.1990 2022/11/28 01:49:33 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:49:34 - mmengine - INFO - Epoch(train) [44][ 800/5005] lr: 7.1337e-02 eta: 7:36:20 time: 0.0714 data_time: 0.0014 memory: 1679 loss: 2.0724 2022/11/28 01:49:42 - mmengine - INFO - Epoch(train) [44][ 900/5005] lr: 7.1313e-02 eta: 7:36:13 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 2.0392 2022/11/28 01:49:49 - mmengine - INFO - Epoch(train) [44][1000/5005] lr: 7.1289e-02 eta: 7:36:06 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 1.7848 2022/11/28 01:49:57 - mmengine - INFO - Epoch(train) [44][1100/5005] lr: 7.1266e-02 eta: 7:35:59 time: 0.0722 data_time: 0.0019 memory: 1679 loss: 2.0777 2022/11/28 01:50:04 - mmengine - INFO - Epoch(train) [44][1200/5005] lr: 7.1242e-02 eta: 7:35:52 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.9581 2022/11/28 01:50:11 - mmengine - INFO - Epoch(train) [44][1300/5005] lr: 7.1218e-02 eta: 7:35:45 time: 0.0715 data_time: 0.0014 memory: 1679 loss: 1.9443 2022/11/28 01:50:18 - mmengine - INFO - Epoch(train) [44][1400/5005] lr: 7.1195e-02 eta: 7:35:38 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 2.0177 2022/11/28 01:50:26 - mmengine - INFO - Epoch(train) [44][1500/5005] lr: 7.1171e-02 eta: 7:35:31 time: 0.0727 data_time: 0.0014 memory: 1679 loss: 1.8106 2022/11/28 01:50:33 - mmengine - INFO - Epoch(train) [44][1600/5005] lr: 7.1147e-02 eta: 7:35:24 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 1.5582 2022/11/28 01:50:40 - mmengine - INFO - Epoch(train) [44][1700/5005] lr: 7.1124e-02 eta: 7:35:18 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 1.9645 2022/11/28 01:50:47 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:50:48 - mmengine - INFO - Epoch(train) [44][1800/5005] lr: 7.1100e-02 eta: 7:35:11 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 1.9557 2022/11/28 01:50:55 - mmengine - INFO - Epoch(train) [44][1900/5005] lr: 7.1076e-02 eta: 7:35:04 time: 0.0723 data_time: 0.0014 memory: 1679 loss: 2.0451 2022/11/28 01:51:02 - mmengine - INFO - Epoch(train) [44][2000/5005] lr: 7.1053e-02 eta: 7:34:57 time: 0.0722 data_time: 0.0014 memory: 1679 loss: 2.0281 2022/11/28 01:51:10 - mmengine - INFO - Epoch(train) [44][2100/5005] lr: 7.1029e-02 eta: 7:34:50 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 2.0002 2022/11/28 01:51:17 - mmengine - INFO - Epoch(train) [44][2200/5005] lr: 7.1005e-02 eta: 7:34:43 time: 0.0721 data_time: 0.0019 memory: 1679 loss: 1.9630 2022/11/28 01:51:24 - mmengine - INFO - Epoch(train) [44][2300/5005] lr: 7.0981e-02 eta: 7:34:36 time: 0.0714 data_time: 0.0015 memory: 1679 loss: 1.8721 2022/11/28 01:51:31 - mmengine - INFO - Epoch(train) [44][2400/5005] lr: 7.0958e-02 eta: 7:34:29 time: 0.0726 data_time: 0.0014 memory: 1679 loss: 2.0279 2022/11/28 01:51:39 - mmengine - INFO - Epoch(train) [44][2500/5005] lr: 7.0934e-02 eta: 7:34:22 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 2.2919 2022/11/28 01:51:46 - mmengine - INFO - Epoch(train) [44][2600/5005] lr: 7.0910e-02 eta: 7:34:15 time: 0.0728 data_time: 0.0015 memory: 1679 loss: 2.0890 2022/11/28 01:51:53 - mmengine - INFO - Epoch(train) [44][2700/5005] lr: 7.0886e-02 eta: 7:34:08 time: 0.0722 data_time: 0.0015 memory: 1679 loss: 1.8215 2022/11/28 01:51:59 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:52:01 - mmengine - INFO - Epoch(train) [44][2800/5005] lr: 7.0863e-02 eta: 7:34:01 time: 0.0715 data_time: 0.0014 memory: 1679 loss: 1.9728 2022/11/28 01:52:08 - mmengine - INFO - Epoch(train) [44][2900/5005] lr: 7.0839e-02 eta: 7:33:54 time: 0.0718 data_time: 0.0014 memory: 1679 loss: 2.0073 2022/11/28 01:52:15 - mmengine - INFO - Epoch(train) [44][3000/5005] lr: 7.0815e-02 eta: 7:33:47 time: 0.0718 data_time: 0.0018 memory: 1679 loss: 1.8519 2022/11/28 01:52:23 - mmengine - INFO - Epoch(train) [44][3100/5005] lr: 7.0791e-02 eta: 7:33:40 time: 0.0728 data_time: 0.0021 memory: 1679 loss: 1.9567 2022/11/28 01:52:30 - mmengine - INFO - Epoch(train) [44][3200/5005] lr: 7.0767e-02 eta: 7:33:33 time: 0.0716 data_time: 0.0016 memory: 1679 loss: 1.9349 2022/11/28 01:52:37 - mmengine - INFO - Epoch(train) [44][3300/5005] lr: 7.0744e-02 eta: 7:33:26 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 2.0975 2022/11/28 01:52:44 - mmengine - INFO - Epoch(train) [44][3400/5005] lr: 7.0720e-02 eta: 7:33:19 time: 0.0718 data_time: 0.0015 memory: 1679 loss: 2.1030 2022/11/28 01:52:52 - mmengine - INFO - Epoch(train) [44][3500/5005] lr: 7.0696e-02 eta: 7:33:13 time: 0.0718 data_time: 0.0014 memory: 1679 loss: 1.9866 2022/11/28 01:52:59 - mmengine - INFO - Epoch(train) [44][3600/5005] lr: 7.0672e-02 eta: 7:33:06 time: 0.0724 data_time: 0.0014 memory: 1679 loss: 2.0287 2022/11/28 01:53:06 - mmengine - INFO - Epoch(train) [44][3700/5005] lr: 7.0648e-02 eta: 7:32:59 time: 0.0721 data_time: 0.0014 memory: 1679 loss: 1.9865 2022/11/28 01:53:13 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:53:14 - mmengine - INFO - Epoch(train) [44][3800/5005] lr: 7.0625e-02 eta: 7:32:52 time: 0.0723 data_time: 0.0014 memory: 1679 loss: 2.2218 2022/11/28 01:53:21 - mmengine - INFO - Epoch(train) [44][3900/5005] lr: 7.0601e-02 eta: 7:32:45 time: 0.0714 data_time: 0.0018 memory: 1679 loss: 2.1489 2022/11/28 01:53:28 - mmengine - INFO - Epoch(train) [44][4000/5005] lr: 7.0577e-02 eta: 7:32:38 time: 0.0719 data_time: 0.0016 memory: 1679 loss: 1.8958 2022/11/28 01:53:36 - mmengine - INFO - Epoch(train) [44][4100/5005] lr: 7.0553e-02 eta: 7:32:31 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 1.9569 2022/11/28 01:53:43 - mmengine - INFO - Epoch(train) [44][4200/5005] lr: 7.0529e-02 eta: 7:32:24 time: 0.0718 data_time: 0.0014 memory: 1679 loss: 1.9125 2022/11/28 01:53:50 - mmengine - INFO - Epoch(train) [44][4300/5005] lr: 7.0505e-02 eta: 7:32:17 time: 0.0718 data_time: 0.0015 memory: 1679 loss: 2.1834 2022/11/28 01:53:58 - mmengine - INFO - Epoch(train) [44][4400/5005] lr: 7.0482e-02 eta: 7:32:10 time: 0.0722 data_time: 0.0014 memory: 1679 loss: 1.9302 2022/11/28 01:54:05 - mmengine - INFO - Epoch(train) [44][4500/5005] lr: 7.0458e-02 eta: 7:32:03 time: 0.0716 data_time: 0.0014 memory: 1679 loss: 2.0411 2022/11/28 01:54:12 - mmengine - INFO - Epoch(train) [44][4600/5005] lr: 7.0434e-02 eta: 7:31:57 time: 0.0721 data_time: 0.0020 memory: 1679 loss: 2.1021 2022/11/28 01:54:20 - mmengine - INFO - Epoch(train) [44][4700/5005] lr: 7.0410e-02 eta: 7:31:50 time: 0.0722 data_time: 0.0014 memory: 1679 loss: 2.0222 2022/11/28 01:54:26 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:54:27 - mmengine - INFO - Epoch(train) [44][4800/5005] lr: 7.0386e-02 eta: 7:31:43 time: 0.0724 data_time: 0.0014 memory: 1679 loss: 1.9917 2022/11/28 01:54:34 - mmengine - INFO - Epoch(train) [44][4900/5005] lr: 7.0362e-02 eta: 7:31:36 time: 0.0721 data_time: 0.0014 memory: 1679 loss: 2.1147 2022/11/28 01:54:41 - mmengine - INFO - Epoch(train) [44][5000/5005] lr: 7.0338e-02 eta: 7:31:29 time: 0.0732 data_time: 0.0023 memory: 1679 loss: 1.9539 2022/11/28 01:54:42 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:54:42 - mmengine - INFO - Saving checkpoint at 44 epochs 2022/11/28 01:54:47 - mmengine - INFO - Epoch(val) [44][100/196] eta: 0:00:03 time: 0.0368 data_time: 0.0231 memory: 1679 2022/11/28 01:55:00 - mmengine - INFO - Epoch(val) [44][196/196] accuracy/top1: 60.5600 accuracy/top5: 83.8740 2022/11/28 01:55:08 - mmengine - INFO - Epoch(train) [45][ 100/5005] lr: 7.0313e-02 eta: 7:31:22 time: 0.0720 data_time: 0.0014 memory: 1679 loss: 1.8622 2022/11/28 01:55:15 - mmengine - INFO - Epoch(train) [45][ 200/5005] lr: 7.0289e-02 eta: 7:31:15 time: 0.0720 data_time: 0.0019 memory: 1679 loss: 1.7911 2022/11/28 01:55:22 - mmengine - INFO - Epoch(train) [45][ 300/5005] lr: 7.0265e-02 eta: 7:31:08 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 1.7794 2022/11/28 01:55:30 - mmengine - INFO - Epoch(train) [45][ 400/5005] lr: 7.0241e-02 eta: 7:31:01 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 1.7964 2022/11/28 01:55:37 - mmengine - INFO - Epoch(train) [45][ 500/5005] lr: 7.0218e-02 eta: 7:30:54 time: 0.0722 data_time: 0.0014 memory: 1679 loss: 1.7327 2022/11/28 01:55:44 - mmengine - INFO - Epoch(train) [45][ 600/5005] lr: 7.0194e-02 eta: 7:30:47 time: 0.0716 data_time: 0.0019 memory: 1679 loss: 1.9299 2022/11/28 01:55:51 - mmengine - INFO - Epoch(train) [45][ 700/5005] lr: 7.0170e-02 eta: 7:30:40 time: 0.0714 data_time: 0.0015 memory: 1679 loss: 2.2099 2022/11/28 01:55:57 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:55:59 - mmengine - INFO - Epoch(train) [45][ 800/5005] lr: 7.0146e-02 eta: 7:30:33 time: 0.0718 data_time: 0.0015 memory: 1679 loss: 1.9593 2022/11/28 01:56:06 - mmengine - INFO - Epoch(train) [45][ 900/5005] lr: 7.0122e-02 eta: 7:30:26 time: 0.0717 data_time: 0.0014 memory: 1679 loss: 1.8977 2022/11/28 01:56:13 - mmengine - INFO - Epoch(train) [45][1000/5005] lr: 7.0098e-02 eta: 7:30:19 time: 0.0723 data_time: 0.0014 memory: 1679 loss: 1.9828 2022/11/28 01:56:21 - mmengine - INFO - Epoch(train) [45][1100/5005] lr: 7.0074e-02 eta: 7:30:12 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 2.0547 2022/11/28 01:56:28 - mmengine - INFO - Epoch(train) [45][1200/5005] lr: 7.0050e-02 eta: 7:30:05 time: 0.0805 data_time: 0.0014 memory: 1679 loss: 1.9641 2022/11/28 01:56:35 - mmengine - INFO - Epoch(train) [45][1300/5005] lr: 7.0026e-02 eta: 7:29:58 time: 0.0721 data_time: 0.0020 memory: 1679 loss: 1.8729 2022/11/28 01:56:42 - mmengine - INFO - Epoch(train) [45][1400/5005] lr: 7.0002e-02 eta: 7:29:51 time: 0.0721 data_time: 0.0019 memory: 1679 loss: 1.8810 2022/11/28 01:56:50 - mmengine - INFO - Epoch(train) [45][1500/5005] lr: 6.9978e-02 eta: 7:29:44 time: 0.0728 data_time: 0.0014 memory: 1679 loss: 1.9967 2022/11/28 01:56:57 - mmengine - INFO - Epoch(train) [45][1600/5005] lr: 6.9954e-02 eta: 7:29:38 time: 0.0718 data_time: 0.0015 memory: 1679 loss: 2.0739 2022/11/28 01:57:05 - mmengine - INFO - Epoch(train) [45][1700/5005] lr: 6.9930e-02 eta: 7:29:31 time: 0.0724 data_time: 0.0014 memory: 1679 loss: 2.0160 2022/11/28 01:57:10 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:57:12 - mmengine - INFO - Epoch(train) [45][1800/5005] lr: 6.9906e-02 eta: 7:29:24 time: 0.0718 data_time: 0.0015 memory: 1679 loss: 1.8885 2022/11/28 01:57:19 - mmengine - INFO - Epoch(train) [45][1900/5005] lr: 6.9882e-02 eta: 7:29:17 time: 0.0725 data_time: 0.0020 memory: 1679 loss: 2.0392 2022/11/28 01:57:27 - mmengine - INFO - Epoch(train) [45][2000/5005] lr: 6.9858e-02 eta: 7:29:10 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.8098 2022/11/28 01:57:34 - mmengine - INFO - Epoch(train) [45][2100/5005] lr: 6.9834e-02 eta: 7:29:03 time: 0.0720 data_time: 0.0014 memory: 1679 loss: 2.0394 2022/11/28 01:57:41 - mmengine - INFO - Epoch(train) [45][2200/5005] lr: 6.9810e-02 eta: 7:28:56 time: 0.0722 data_time: 0.0015 memory: 1679 loss: 1.9461 2022/11/28 01:57:48 - mmengine - INFO - Epoch(train) [45][2300/5005] lr: 6.9786e-02 eta: 7:28:49 time: 0.0712 data_time: 0.0015 memory: 1679 loss: 1.9157 2022/11/28 01:57:56 - mmengine - INFO - Epoch(train) [45][2400/5005] lr: 6.9762e-02 eta: 7:28:42 time: 0.0722 data_time: 0.0015 memory: 1679 loss: 1.8762 2022/11/28 01:58:03 - mmengine - INFO - Epoch(train) [45][2500/5005] lr: 6.9738e-02 eta: 7:28:35 time: 0.0719 data_time: 0.0020 memory: 1679 loss: 1.8317 2022/11/28 01:58:10 - mmengine - INFO - Epoch(train) [45][2600/5005] lr: 6.9714e-02 eta: 7:28:28 time: 0.0776 data_time: 0.0020 memory: 1679 loss: 1.8270 2022/11/28 01:58:18 - mmengine - INFO - Epoch(train) [45][2700/5005] lr: 6.9690e-02 eta: 7:28:21 time: 0.0721 data_time: 0.0018 memory: 1679 loss: 2.0537 2022/11/28 01:58:23 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:58:25 - mmengine - INFO - Epoch(train) [45][2800/5005] lr: 6.9666e-02 eta: 7:28:14 time: 0.0723 data_time: 0.0014 memory: 1679 loss: 1.8983 2022/11/28 01:58:32 - mmengine - INFO - Epoch(train) [45][2900/5005] lr: 6.9642e-02 eta: 7:28:08 time: 0.0714 data_time: 0.0015 memory: 1679 loss: 2.0282 2022/11/28 01:58:40 - mmengine - INFO - Epoch(train) [45][3000/5005] lr: 6.9618e-02 eta: 7:28:01 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 1.9639 2022/11/28 01:58:47 - mmengine - INFO - Epoch(train) [45][3100/5005] lr: 6.9594e-02 eta: 7:27:54 time: 0.0790 data_time: 0.0018 memory: 1679 loss: 2.0081 2022/11/28 01:58:54 - mmengine - INFO - Epoch(train) [45][3200/5005] lr: 6.9570e-02 eta: 7:27:47 time: 0.0723 data_time: 0.0017 memory: 1679 loss: 1.9197 2022/11/28 01:59:02 - mmengine - INFO - Epoch(train) [45][3300/5005] lr: 6.9546e-02 eta: 7:27:40 time: 0.0718 data_time: 0.0016 memory: 1679 loss: 1.7699 2022/11/28 01:59:09 - mmengine - INFO - Epoch(train) [45][3400/5005] lr: 6.9522e-02 eta: 7:27:33 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 1.8388 2022/11/28 01:59:16 - mmengine - INFO - Epoch(train) [45][3500/5005] lr: 6.9497e-02 eta: 7:27:26 time: 0.0719 data_time: 0.0020 memory: 1679 loss: 1.8906 2022/11/28 01:59:24 - mmengine - INFO - Epoch(train) [45][3600/5005] lr: 6.9473e-02 eta: 7:27:19 time: 0.0717 data_time: 0.0016 memory: 1679 loss: 1.8568 2022/11/28 01:59:31 - mmengine - INFO - Epoch(train) [45][3700/5005] lr: 6.9449e-02 eta: 7:27:12 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 1.7786 2022/11/28 01:59:37 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 01:59:38 - mmengine - INFO - Epoch(train) [45][3800/5005] lr: 6.9425e-02 eta: 7:27:05 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 2.1313 2022/11/28 01:59:45 - mmengine - INFO - Epoch(train) [45][3900/5005] lr: 6.9401e-02 eta: 7:26:58 time: 0.0716 data_time: 0.0015 memory: 1679 loss: 1.9874 2022/11/28 01:59:53 - mmengine - INFO - Epoch(train) [45][4000/5005] lr: 6.9377e-02 eta: 7:26:51 time: 0.0733 data_time: 0.0015 memory: 1679 loss: 2.0325 2022/11/28 02:00:00 - mmengine - INFO - Epoch(train) [45][4100/5005] lr: 6.9353e-02 eta: 7:26:44 time: 0.0718 data_time: 0.0015 memory: 1679 loss: 1.9767 2022/11/28 02:00:08 - mmengine - INFO - Epoch(train) [45][4200/5005] lr: 6.9329e-02 eta: 7:26:38 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 2.1530 2022/11/28 02:00:15 - mmengine - INFO - Epoch(train) [45][4300/5005] lr: 6.9305e-02 eta: 7:26:31 time: 0.0721 data_time: 0.0014 memory: 1679 loss: 1.9750 2022/11/28 02:00:22 - mmengine - INFO - Epoch(train) [45][4400/5005] lr: 6.9281e-02 eta: 7:26:24 time: 0.0714 data_time: 0.0019 memory: 1679 loss: 2.0744 2022/11/28 02:00:30 - mmengine - INFO - Epoch(train) [45][4500/5005] lr: 6.9256e-02 eta: 7:26:17 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 1.9269 2022/11/28 02:00:37 - mmengine - INFO - Epoch(train) [45][4600/5005] lr: 6.9232e-02 eta: 7:26:10 time: 0.0723 data_time: 0.0014 memory: 1679 loss: 2.0895 2022/11/28 02:00:44 - mmengine - INFO - Epoch(train) [45][4700/5005] lr: 6.9208e-02 eta: 7:26:03 time: 0.0724 data_time: 0.0014 memory: 1679 loss: 1.8056 2022/11/28 02:00:50 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:00:51 - mmengine - INFO - Epoch(train) [45][4800/5005] lr: 6.9184e-02 eta: 7:25:56 time: 0.0724 data_time: 0.0020 memory: 1679 loss: 2.1525 2022/11/28 02:00:59 - mmengine - INFO - Epoch(train) [45][4900/5005] lr: 6.9160e-02 eta: 7:25:49 time: 0.0725 data_time: 0.0014 memory: 1679 loss: 1.8865 2022/11/28 02:01:06 - mmengine - INFO - Epoch(train) [45][5000/5005] lr: 6.9136e-02 eta: 7:25:43 time: 0.0731 data_time: 0.0023 memory: 1679 loss: 2.1738 2022/11/28 02:01:07 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:01:07 - mmengine - INFO - Saving checkpoint at 45 epochs 2022/11/28 02:01:12 - mmengine - INFO - Epoch(val) [45][100/196] eta: 0:00:03 time: 0.0383 data_time: 0.0247 memory: 1679 2022/11/28 02:01:25 - mmengine - INFO - Epoch(val) [45][196/196] accuracy/top1: 60.7340 accuracy/top5: 83.7560 2022/11/28 02:01:33 - mmengine - INFO - Epoch(train) [46][ 100/5005] lr: 6.9110e-02 eta: 7:25:36 time: 0.0721 data_time: 0.0014 memory: 1679 loss: 1.9754 2022/11/28 02:01:40 - mmengine - INFO - Epoch(train) [46][ 200/5005] lr: 6.9086e-02 eta: 7:25:29 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 1.9290 2022/11/28 02:01:47 - mmengine - INFO - Epoch(train) [46][ 300/5005] lr: 6.9062e-02 eta: 7:25:22 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 2.0701 2022/11/28 02:01:54 - mmengine - INFO - Epoch(train) [46][ 400/5005] lr: 6.9038e-02 eta: 7:25:15 time: 0.0718 data_time: 0.0015 memory: 1679 loss: 1.9216 2022/11/28 02:02:02 - mmengine - INFO - Epoch(train) [46][ 500/5005] lr: 6.9014e-02 eta: 7:25:08 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 2.0817 2022/11/28 02:02:09 - mmengine - INFO - Epoch(train) [46][ 600/5005] lr: 6.8989e-02 eta: 7:25:01 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 2.0231 2022/11/28 02:02:16 - mmengine - INFO - Epoch(train) [46][ 700/5005] lr: 6.8965e-02 eta: 7:24:54 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 1.9388 2022/11/28 02:02:22 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:02:24 - mmengine - INFO - Epoch(train) [46][ 800/5005] lr: 6.8941e-02 eta: 7:24:47 time: 0.0742 data_time: 0.0014 memory: 1679 loss: 1.9168 2022/11/28 02:02:31 - mmengine - INFO - Epoch(train) [46][ 900/5005] lr: 6.8917e-02 eta: 7:24:40 time: 0.0716 data_time: 0.0014 memory: 1679 loss: 1.8975 2022/11/28 02:02:38 - mmengine - INFO - Epoch(train) [46][1000/5005] lr: 6.8893e-02 eta: 7:24:33 time: 0.0722 data_time: 0.0014 memory: 1679 loss: 1.8834 2022/11/28 02:02:46 - mmengine - INFO - Epoch(train) [46][1100/5005] lr: 6.8868e-02 eta: 7:24:26 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 2.0703 2022/11/28 02:02:53 - mmengine - INFO - Epoch(train) [46][1200/5005] lr: 6.8844e-02 eta: 7:24:20 time: 0.0727 data_time: 0.0014 memory: 1679 loss: 1.7352 2022/11/28 02:03:00 - mmengine - INFO - Epoch(train) [46][1300/5005] lr: 6.8820e-02 eta: 7:24:13 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 2.0440 2022/11/28 02:03:08 - mmengine - INFO - Epoch(train) [46][1400/5005] lr: 6.8796e-02 eta: 7:24:06 time: 0.0716 data_time: 0.0019 memory: 1679 loss: 1.9464 2022/11/28 02:03:15 - mmengine - INFO - Epoch(train) [46][1500/5005] lr: 6.8771e-02 eta: 7:23:59 time: 0.0731 data_time: 0.0015 memory: 1679 loss: 1.8870 2022/11/28 02:03:22 - mmengine - INFO - Epoch(train) [46][1600/5005] lr: 6.8747e-02 eta: 7:23:52 time: 0.0719 data_time: 0.0021 memory: 1679 loss: 2.0556 2022/11/28 02:03:30 - mmengine - INFO - Epoch(train) [46][1700/5005] lr: 6.8723e-02 eta: 7:23:45 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 1.8983 2022/11/28 02:03:35 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:03:37 - mmengine - INFO - Epoch(train) [46][1800/5005] lr: 6.8699e-02 eta: 7:23:38 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 2.0298 2022/11/28 02:03:44 - mmengine - INFO - Epoch(train) [46][1900/5005] lr: 6.8674e-02 eta: 7:23:31 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 1.8147 2022/11/28 02:03:52 - mmengine - INFO - Epoch(train) [46][2000/5005] lr: 6.8650e-02 eta: 7:23:24 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 1.6429 2022/11/28 02:03:59 - mmengine - INFO - Epoch(train) [46][2100/5005] lr: 6.8626e-02 eta: 7:23:17 time: 0.0783 data_time: 0.0015 memory: 1679 loss: 1.9088 2022/11/28 02:04:06 - mmengine - INFO - Epoch(train) [46][2200/5005] lr: 6.8602e-02 eta: 7:23:10 time: 0.0719 data_time: 0.0017 memory: 1679 loss: 1.8443 2022/11/28 02:04:14 - mmengine - INFO - Epoch(train) [46][2300/5005] lr: 6.8577e-02 eta: 7:23:04 time: 0.0724 data_time: 0.0016 memory: 1679 loss: 1.9663 2022/11/28 02:04:21 - mmengine - INFO - Epoch(train) [46][2400/5005] lr: 6.8553e-02 eta: 7:22:57 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 1.8632 2022/11/28 02:04:28 - mmengine - INFO - Epoch(train) [46][2500/5005] lr: 6.8529e-02 eta: 7:22:50 time: 0.0722 data_time: 0.0015 memory: 1679 loss: 1.8325 2022/11/28 02:04:35 - mmengine - INFO - Epoch(train) [46][2600/5005] lr: 6.8504e-02 eta: 7:22:43 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 1.9219 2022/11/28 02:04:43 - mmengine - INFO - Epoch(train) [46][2700/5005] lr: 6.8480e-02 eta: 7:22:36 time: 0.0728 data_time: 0.0014 memory: 1679 loss: 2.0479 2022/11/28 02:04:48 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:04:50 - mmengine - INFO - Epoch(train) [46][2800/5005] lr: 6.8456e-02 eta: 7:22:29 time: 0.0804 data_time: 0.0015 memory: 1679 loss: 1.8406 2022/11/28 02:04:58 - mmengine - INFO - Epoch(train) [46][2900/5005] lr: 6.8432e-02 eta: 7:22:22 time: 0.0721 data_time: 0.0018 memory: 1679 loss: 2.1021 2022/11/28 02:05:05 - mmengine - INFO - Epoch(train) [46][3000/5005] lr: 6.8407e-02 eta: 7:22:15 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 1.8584 2022/11/28 02:05:12 - mmengine - INFO - Epoch(train) [46][3100/5005] lr: 6.8383e-02 eta: 7:22:08 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 1.8497 2022/11/28 02:05:20 - mmengine - INFO - Epoch(train) [46][3200/5005] lr: 6.8359e-02 eta: 7:22:01 time: 0.0724 data_time: 0.0019 memory: 1679 loss: 1.8869 2022/11/28 02:05:27 - mmengine - INFO - Epoch(train) [46][3300/5005] lr: 6.8334e-02 eta: 7:21:54 time: 0.0736 data_time: 0.0022 memory: 1679 loss: 1.9432 2022/11/28 02:05:34 - mmengine - INFO - Epoch(train) [46][3400/5005] lr: 6.8310e-02 eta: 7:21:48 time: 0.0718 data_time: 0.0015 memory: 1679 loss: 2.0305 2022/11/28 02:05:42 - mmengine - INFO - Epoch(train) [46][3500/5005] lr: 6.8286e-02 eta: 7:21:41 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 1.7402 2022/11/28 02:05:49 - mmengine - INFO - Epoch(train) [46][3600/5005] lr: 6.8261e-02 eta: 7:21:34 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 2.1649 2022/11/28 02:05:56 - mmengine - INFO - Epoch(train) [46][3700/5005] lr: 6.8237e-02 eta: 7:21:27 time: 0.0722 data_time: 0.0014 memory: 1679 loss: 1.9123 2022/11/28 02:06:02 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:06:04 - mmengine - INFO - Epoch(train) [46][3800/5005] lr: 6.8213e-02 eta: 7:21:20 time: 0.0721 data_time: 0.0014 memory: 1679 loss: 1.9549 2022/11/28 02:06:11 - mmengine - INFO - Epoch(train) [46][3900/5005] lr: 6.8188e-02 eta: 7:21:13 time: 0.0724 data_time: 0.0019 memory: 1679 loss: 2.0401 2022/11/28 02:06:18 - mmengine - INFO - Epoch(train) [46][4000/5005] lr: 6.8164e-02 eta: 7:21:06 time: 0.0722 data_time: 0.0014 memory: 1679 loss: 1.8938 2022/11/28 02:06:26 - mmengine - INFO - Epoch(train) [46][4100/5005] lr: 6.8139e-02 eta: 7:20:59 time: 0.0718 data_time: 0.0015 memory: 1679 loss: 1.7953 2022/11/28 02:06:33 - mmengine - INFO - Epoch(train) [46][4200/5005] lr: 6.8115e-02 eta: 7:20:52 time: 0.0730 data_time: 0.0016 memory: 1679 loss: 1.8896 2022/11/28 02:06:40 - mmengine - INFO - Epoch(train) [46][4300/5005] lr: 6.8091e-02 eta: 7:20:45 time: 0.0715 data_time: 0.0016 memory: 1679 loss: 1.7306 2022/11/28 02:06:48 - mmengine - INFO - Epoch(train) [46][4400/5005] lr: 6.8066e-02 eta: 7:20:38 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 1.8896 2022/11/28 02:06:55 - mmengine - INFO - Epoch(train) [46][4500/5005] lr: 6.8042e-02 eta: 7:20:31 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 1.9694 2022/11/28 02:07:02 - mmengine - INFO - Epoch(train) [46][4600/5005] lr: 6.8017e-02 eta: 7:20:24 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 2.0957 2022/11/28 02:07:10 - mmengine - INFO - Epoch(train) [46][4700/5005] lr: 6.7993e-02 eta: 7:20:17 time: 0.0733 data_time: 0.0014 memory: 1679 loss: 1.7394 2022/11/28 02:07:15 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:07:17 - mmengine - INFO - Epoch(train) [46][4800/5005] lr: 6.7969e-02 eta: 7:20:11 time: 0.0750 data_time: 0.0019 memory: 1679 loss: 1.7946 2022/11/28 02:07:24 - mmengine - INFO - Epoch(train) [46][4900/5005] lr: 6.7944e-02 eta: 7:20:04 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 2.0637 2022/11/28 02:07:32 - mmengine - INFO - Epoch(train) [46][5000/5005] lr: 6.7920e-02 eta: 7:19:57 time: 0.0741 data_time: 0.0024 memory: 1679 loss: 1.9541 2022/11/28 02:07:32 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:07:32 - mmengine - INFO - Saving checkpoint at 46 epochs 2022/11/28 02:07:37 - mmengine - INFO - Epoch(val) [46][100/196] eta: 0:00:03 time: 0.0362 data_time: 0.0224 memory: 1679 2022/11/28 02:07:50 - mmengine - INFO - Epoch(val) [46][196/196] accuracy/top1: 61.0240 accuracy/top5: 83.8540 2022/11/28 02:07:58 - mmengine - INFO - Epoch(train) [47][ 100/5005] lr: 6.7894e-02 eta: 7:19:50 time: 0.0720 data_time: 0.0018 memory: 1679 loss: 1.9838 2022/11/28 02:08:05 - mmengine - INFO - Epoch(train) [47][ 200/5005] lr: 6.7870e-02 eta: 7:19:43 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 2.0252 2022/11/28 02:08:13 - mmengine - INFO - Epoch(train) [47][ 300/5005] lr: 6.7845e-02 eta: 7:19:37 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 1.9735 2022/11/28 02:08:20 - mmengine - INFO - Epoch(train) [47][ 400/5005] lr: 6.7821e-02 eta: 7:19:30 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 1.9684 2022/11/28 02:08:27 - mmengine - INFO - Epoch(train) [47][ 500/5005] lr: 6.7796e-02 eta: 7:19:23 time: 0.0717 data_time: 0.0016 memory: 1679 loss: 2.0121 2022/11/28 02:08:35 - mmengine - INFO - Epoch(train) [47][ 600/5005] lr: 6.7772e-02 eta: 7:19:16 time: 0.0724 data_time: 0.0014 memory: 1679 loss: 1.9207 2022/11/28 02:08:42 - mmengine - INFO - Epoch(train) [47][ 700/5005] lr: 6.7748e-02 eta: 7:19:09 time: 0.0716 data_time: 0.0015 memory: 1679 loss: 1.8150 2022/11/28 02:08:47 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:08:49 - mmengine - INFO - Epoch(train) [47][ 800/5005] lr: 6.7723e-02 eta: 7:19:02 time: 0.0727 data_time: 0.0021 memory: 1679 loss: 1.9076 2022/11/28 02:08:57 - mmengine - INFO - Epoch(train) [47][ 900/5005] lr: 6.7699e-02 eta: 7:18:55 time: 0.0715 data_time: 0.0015 memory: 1679 loss: 1.7827 2022/11/28 02:09:04 - mmengine - INFO - Epoch(train) [47][1000/5005] lr: 6.7674e-02 eta: 7:18:48 time: 0.0731 data_time: 0.0016 memory: 1679 loss: 2.0274 2022/11/28 02:09:11 - mmengine - INFO - Epoch(train) [47][1100/5005] lr: 6.7650e-02 eta: 7:18:41 time: 0.0717 data_time: 0.0016 memory: 1679 loss: 1.9227 2022/11/28 02:09:19 - mmengine - INFO - Epoch(train) [47][1200/5005] lr: 6.7625e-02 eta: 7:18:34 time: 0.0721 data_time: 0.0014 memory: 1679 loss: 2.0078 2022/11/28 02:09:26 - mmengine - INFO - Epoch(train) [47][1300/5005] lr: 6.7601e-02 eta: 7:18:27 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 1.8446 2022/11/28 02:09:33 - mmengine - INFO - Epoch(train) [47][1400/5005] lr: 6.7576e-02 eta: 7:18:20 time: 0.0718 data_time: 0.0015 memory: 1679 loss: 1.9832 2022/11/28 02:09:41 - mmengine - INFO - Epoch(train) [47][1500/5005] lr: 6.7552e-02 eta: 7:18:14 time: 0.0719 data_time: 0.0020 memory: 1679 loss: 1.9399 2022/11/28 02:09:48 - mmengine - INFO - Epoch(train) [47][1600/5005] lr: 6.7527e-02 eta: 7:18:07 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.9169 2022/11/28 02:09:56 - mmengine - INFO - Epoch(train) [47][1700/5005] lr: 6.7503e-02 eta: 7:18:00 time: 0.0718 data_time: 0.0014 memory: 1679 loss: 2.1143 2022/11/28 02:10:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:10:03 - mmengine - INFO - Epoch(train) [47][1800/5005] lr: 6.7478e-02 eta: 7:17:53 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 1.8718 2022/11/28 02:10:10 - mmengine - INFO - Epoch(train) [47][1900/5005] lr: 6.7454e-02 eta: 7:17:46 time: 0.0715 data_time: 0.0015 memory: 1679 loss: 1.8891 2022/11/28 02:10:18 - mmengine - INFO - Epoch(train) [47][2000/5005] lr: 6.7429e-02 eta: 7:17:39 time: 0.0727 data_time: 0.0015 memory: 1679 loss: 1.9841 2022/11/28 02:10:25 - mmengine - INFO - Epoch(train) [47][2100/5005] lr: 6.7405e-02 eta: 7:17:32 time: 0.0726 data_time: 0.0015 memory: 1679 loss: 1.9024 2022/11/28 02:10:32 - mmengine - INFO - Epoch(train) [47][2200/5005] lr: 6.7380e-02 eta: 7:17:25 time: 0.0716 data_time: 0.0015 memory: 1679 loss: 1.9780 2022/11/28 02:10:40 - mmengine - INFO - Epoch(train) [47][2300/5005] lr: 6.7356e-02 eta: 7:17:18 time: 0.0715 data_time: 0.0015 memory: 1679 loss: 2.1079 2022/11/28 02:10:47 - mmengine - INFO - Epoch(train) [47][2400/5005] lr: 6.7331e-02 eta: 7:17:11 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 1.9032 2022/11/28 02:10:54 - mmengine - INFO - Epoch(train) [47][2500/5005] lr: 6.7307e-02 eta: 7:17:04 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 1.7380 2022/11/28 02:11:01 - mmengine - INFO - Epoch(train) [47][2600/5005] lr: 6.7282e-02 eta: 7:16:57 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 1.8525 2022/11/28 02:11:09 - mmengine - INFO - Epoch(train) [47][2700/5005] lr: 6.7258e-02 eta: 7:16:50 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 1.9532 2022/11/28 02:11:14 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:11:16 - mmengine - INFO - Epoch(train) [47][2800/5005] lr: 6.7233e-02 eta: 7:16:43 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 2.1311 2022/11/28 02:11:23 - mmengine - INFO - Epoch(train) [47][2900/5005] lr: 6.7209e-02 eta: 7:16:36 time: 0.0724 data_time: 0.0016 memory: 1679 loss: 2.0059 2022/11/28 02:11:31 - mmengine - INFO - Epoch(train) [47][3000/5005] lr: 6.7184e-02 eta: 7:16:29 time: 0.0718 data_time: 0.0019 memory: 1679 loss: 1.6939 2022/11/28 02:11:38 - mmengine - INFO - Epoch(train) [47][3100/5005] lr: 6.7159e-02 eta: 7:16:23 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 2.0312 2022/11/28 02:11:46 - mmengine - INFO - Epoch(train) [47][3200/5005] lr: 6.7135e-02 eta: 7:16:16 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 1.9447 2022/11/28 02:11:53 - mmengine - INFO - Epoch(train) [47][3300/5005] lr: 6.7110e-02 eta: 7:16:09 time: 0.0721 data_time: 0.0016 memory: 1679 loss: 2.0088 2022/11/28 02:12:00 - mmengine - INFO - Epoch(train) [47][3400/5005] lr: 6.7086e-02 eta: 7:16:02 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 2.0325 2022/11/28 02:12:07 - mmengine - INFO - Epoch(train) [47][3500/5005] lr: 6.7061e-02 eta: 7:15:55 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 1.8983 2022/11/28 02:12:15 - mmengine - INFO - Epoch(train) [47][3600/5005] lr: 6.7037e-02 eta: 7:15:48 time: 0.0721 data_time: 0.0016 memory: 1679 loss: 1.9737 2022/11/28 02:12:22 - mmengine - INFO - Epoch(train) [47][3700/5005] lr: 6.7012e-02 eta: 7:15:41 time: 0.0725 data_time: 0.0020 memory: 1679 loss: 1.9653 2022/11/28 02:12:27 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:12:29 - mmengine - INFO - Epoch(train) [47][3800/5005] lr: 6.6987e-02 eta: 7:15:34 time: 0.0722 data_time: 0.0018 memory: 1679 loss: 1.8850 2022/11/28 02:12:37 - mmengine - INFO - Epoch(train) [47][3900/5005] lr: 6.6963e-02 eta: 7:15:27 time: 0.0716 data_time: 0.0015 memory: 1679 loss: 1.8475 2022/11/28 02:12:44 - mmengine - INFO - Epoch(train) [47][4000/5005] lr: 6.6938e-02 eta: 7:15:20 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 2.0076 2022/11/28 02:12:51 - mmengine - INFO - Epoch(train) [47][4100/5005] lr: 6.6914e-02 eta: 7:15:13 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 2.0200 2022/11/28 02:12:59 - mmengine - INFO - Epoch(train) [47][4200/5005] lr: 6.6889e-02 eta: 7:15:06 time: 0.0724 data_time: 0.0018 memory: 1679 loss: 1.7603 2022/11/28 02:13:06 - mmengine - INFO - Epoch(train) [47][4300/5005] lr: 6.6864e-02 eta: 7:14:59 time: 0.0722 data_time: 0.0015 memory: 1679 loss: 1.9621 2022/11/28 02:13:13 - mmengine - INFO - Epoch(train) [47][4400/5005] lr: 6.6840e-02 eta: 7:14:52 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.7803 2022/11/28 02:13:21 - mmengine - INFO - Epoch(train) [47][4500/5005] lr: 6.6815e-02 eta: 7:14:45 time: 0.0726 data_time: 0.0015 memory: 1679 loss: 2.0484 2022/11/28 02:13:28 - mmengine - INFO - Epoch(train) [47][4600/5005] lr: 6.6790e-02 eta: 7:14:39 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 1.8459 2022/11/28 02:13:36 - mmengine - INFO - Epoch(train) [47][4700/5005] lr: 6.6766e-02 eta: 7:14:32 time: 0.0717 data_time: 0.0016 memory: 1679 loss: 2.2404 2022/11/28 02:13:41 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:13:43 - mmengine - INFO - Epoch(train) [47][4800/5005] lr: 6.6741e-02 eta: 7:14:25 time: 0.0718 data_time: 0.0015 memory: 1679 loss: 1.9303 2022/11/28 02:13:50 - mmengine - INFO - Epoch(train) [47][4900/5005] lr: 6.6716e-02 eta: 7:14:18 time: 0.0720 data_time: 0.0020 memory: 1679 loss: 1.9771 2022/11/28 02:13:58 - mmengine - INFO - Epoch(train) [47][5000/5005] lr: 6.6692e-02 eta: 7:14:11 time: 0.0732 data_time: 0.0032 memory: 1679 loss: 2.0521 2022/11/28 02:13:58 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:13:58 - mmengine - INFO - Saving checkpoint at 47 epochs 2022/11/28 02:14:03 - mmengine - INFO - Epoch(val) [47][100/196] eta: 0:00:03 time: 0.0359 data_time: 0.0221 memory: 1679 2022/11/28 02:14:17 - mmengine - INFO - Epoch(val) [47][196/196] accuracy/top1: 60.6040 accuracy/top5: 83.6360 2022/11/28 02:14:24 - mmengine - INFO - Epoch(train) [48][ 100/5005] lr: 6.6666e-02 eta: 7:14:05 time: 0.0720 data_time: 0.0014 memory: 1679 loss: 1.8505 2022/11/28 02:14:32 - mmengine - INFO - Epoch(train) [48][ 200/5005] lr: 6.6641e-02 eta: 7:13:58 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 1.8692 2022/11/28 02:14:39 - mmengine - INFO - Epoch(train) [48][ 300/5005] lr: 6.6617e-02 eta: 7:13:51 time: 0.0716 data_time: 0.0017 memory: 1679 loss: 1.8965 2022/11/28 02:14:47 - mmengine - INFO - Epoch(train) [48][ 400/5005] lr: 6.6592e-02 eta: 7:13:44 time: 0.0724 data_time: 0.0020 memory: 1679 loss: 1.8732 2022/11/28 02:14:54 - mmengine - INFO - Epoch(train) [48][ 500/5005] lr: 6.6567e-02 eta: 7:13:37 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 1.7452 2022/11/28 02:15:01 - mmengine - INFO - Epoch(train) [48][ 600/5005] lr: 6.6543e-02 eta: 7:13:30 time: 0.0721 data_time: 0.0020 memory: 1679 loss: 2.0688 2022/11/28 02:15:09 - mmengine - INFO - Epoch(train) [48][ 700/5005] lr: 6.6518e-02 eta: 7:13:23 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 2.0081 2022/11/28 02:15:13 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:15:16 - mmengine - INFO - Epoch(train) [48][ 800/5005] lr: 6.6493e-02 eta: 7:13:16 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 1.6946 2022/11/28 02:15:23 - mmengine - INFO - Epoch(train) [48][ 900/5005] lr: 6.6469e-02 eta: 7:13:09 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 1.8328 2022/11/28 02:15:31 - mmengine - INFO - Epoch(train) [48][1000/5005] lr: 6.6444e-02 eta: 7:13:02 time: 0.0729 data_time: 0.0015 memory: 1679 loss: 1.9999 2022/11/28 02:15:38 - mmengine - INFO - Epoch(train) [48][1100/5005] lr: 6.6419e-02 eta: 7:12:55 time: 0.0726 data_time: 0.0021 memory: 1679 loss: 1.7896 2022/11/28 02:15:45 - mmengine - INFO - Epoch(train) [48][1200/5005] lr: 6.6394e-02 eta: 7:12:48 time: 0.0723 data_time: 0.0016 memory: 1679 loss: 2.1871 2022/11/28 02:15:53 - mmengine - INFO - Epoch(train) [48][1300/5005] lr: 6.6370e-02 eta: 7:12:41 time: 0.0720 data_time: 0.0014 memory: 1679 loss: 2.0914 2022/11/28 02:16:00 - mmengine - INFO - Epoch(train) [48][1400/5005] lr: 6.6345e-02 eta: 7:12:34 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 1.7778 2022/11/28 02:16:07 - mmengine - INFO - Epoch(train) [48][1500/5005] lr: 6.6320e-02 eta: 7:12:27 time: 0.0716 data_time: 0.0015 memory: 1679 loss: 1.8435 2022/11/28 02:16:15 - mmengine - INFO - Epoch(train) [48][1600/5005] lr: 6.6296e-02 eta: 7:12:21 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 1.6532 2022/11/28 02:16:22 - mmengine - INFO - Epoch(train) [48][1700/5005] lr: 6.6271e-02 eta: 7:12:14 time: 0.0726 data_time: 0.0015 memory: 1679 loss: 1.8775 2022/11/28 02:16:27 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:16:29 - mmengine - INFO - Epoch(train) [48][1800/5005] lr: 6.6246e-02 eta: 7:12:07 time: 0.0722 data_time: 0.0015 memory: 1679 loss: 2.0776 2022/11/28 02:16:37 - mmengine - INFO - Epoch(train) [48][1900/5005] lr: 6.6221e-02 eta: 7:12:00 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 1.8594 2022/11/28 02:16:44 - mmengine - INFO - Epoch(train) [48][2000/5005] lr: 6.6197e-02 eta: 7:11:53 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 2.0181 2022/11/28 02:16:51 - mmengine - INFO - Epoch(train) [48][2100/5005] lr: 6.6172e-02 eta: 7:11:46 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 1.9609 2022/11/28 02:16:59 - mmengine - INFO - Epoch(train) [48][2200/5005] lr: 6.6147e-02 eta: 7:11:39 time: 0.0721 data_time: 0.0016 memory: 1679 loss: 1.8911 2022/11/28 02:17:06 - mmengine - INFO - Epoch(train) [48][2300/5005] lr: 6.6122e-02 eta: 7:11:32 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 1.9143 2022/11/28 02:17:13 - mmengine - INFO - Epoch(train) [48][2400/5005] lr: 6.6098e-02 eta: 7:11:25 time: 0.0764 data_time: 0.0015 memory: 1679 loss: 1.9874 2022/11/28 02:17:21 - mmengine - INFO - Epoch(train) [48][2500/5005] lr: 6.6073e-02 eta: 7:11:18 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 2.1718 2022/11/28 02:17:28 - mmengine - INFO - Epoch(train) [48][2600/5005] lr: 6.6048e-02 eta: 7:11:11 time: 0.0727 data_time: 0.0014 memory: 1679 loss: 1.9121 2022/11/28 02:17:35 - mmengine - INFO - Epoch(train) [48][2700/5005] lr: 6.6023e-02 eta: 7:11:04 time: 0.0719 data_time: 0.0014 memory: 1679 loss: 2.0671 2022/11/28 02:17:40 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:17:43 - mmengine - INFO - Epoch(train) [48][2800/5005] lr: 6.5999e-02 eta: 7:10:57 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 1.9851 2022/11/28 02:17:50 - mmengine - INFO - Epoch(train) [48][2900/5005] lr: 6.5974e-02 eta: 7:10:50 time: 0.0719 data_time: 0.0016 memory: 1679 loss: 1.7535 2022/11/28 02:17:57 - mmengine - INFO - Epoch(train) [48][3000/5005] lr: 6.5949e-02 eta: 7:10:43 time: 0.0722 data_time: 0.0019 memory: 1679 loss: 2.0817 2022/11/28 02:18:05 - mmengine - INFO - Epoch(train) [48][3100/5005] lr: 6.5924e-02 eta: 7:10:37 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.9894 2022/11/28 02:18:12 - mmengine - INFO - Epoch(train) [48][3200/5005] lr: 6.5899e-02 eta: 7:10:30 time: 0.0716 data_time: 0.0016 memory: 1679 loss: 1.9217 2022/11/28 02:18:19 - mmengine - INFO - Epoch(train) [48][3300/5005] lr: 6.5875e-02 eta: 7:10:23 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 1.9398 2022/11/28 02:18:27 - mmengine - INFO - Epoch(train) [48][3400/5005] lr: 6.5850e-02 eta: 7:10:16 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 1.7994 2022/11/28 02:18:34 - mmengine - INFO - Epoch(train) [48][3500/5005] lr: 6.5825e-02 eta: 7:10:09 time: 0.0787 data_time: 0.0015 memory: 1679 loss: 2.0590 2022/11/28 02:18:42 - mmengine - INFO - Epoch(train) [48][3600/5005] lr: 6.5800e-02 eta: 7:10:02 time: 0.0714 data_time: 0.0015 memory: 1679 loss: 1.9051 2022/11/28 02:18:49 - mmengine - INFO - Epoch(train) [48][3700/5005] lr: 6.5775e-02 eta: 7:09:55 time: 0.0723 data_time: 0.0016 memory: 1679 loss: 1.8033 2022/11/28 02:18:54 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:18:56 - mmengine - INFO - Epoch(train) [48][3800/5005] lr: 6.5751e-02 eta: 7:09:48 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 2.0556 2022/11/28 02:19:04 - mmengine - INFO - Epoch(train) [48][3900/5005] lr: 6.5726e-02 eta: 7:09:41 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.9490 2022/11/28 02:19:11 - mmengine - INFO - Epoch(train) [48][4000/5005] lr: 6.5701e-02 eta: 7:09:34 time: 0.0721 data_time: 0.0019 memory: 1679 loss: 1.9436 2022/11/28 02:19:18 - mmengine - INFO - Epoch(train) [48][4100/5005] lr: 6.5676e-02 eta: 7:09:27 time: 0.0724 data_time: 0.0016 memory: 1679 loss: 1.8907 2022/11/28 02:19:26 - mmengine - INFO - Epoch(train) [48][4200/5005] lr: 6.5651e-02 eta: 7:09:20 time: 0.0718 data_time: 0.0015 memory: 1679 loss: 1.9958 2022/11/28 02:19:33 - mmengine - INFO - Epoch(train) [48][4300/5005] lr: 6.5626e-02 eta: 7:09:13 time: 0.0723 data_time: 0.0020 memory: 1679 loss: 1.9323 2022/11/28 02:19:40 - mmengine - INFO - Epoch(train) [48][4400/5005] lr: 6.5602e-02 eta: 7:09:06 time: 0.0726 data_time: 0.0015 memory: 1679 loss: 1.9964 2022/11/28 02:19:48 - mmengine - INFO - Epoch(train) [48][4500/5005] lr: 6.5577e-02 eta: 7:09:00 time: 0.0717 data_time: 0.0020 memory: 1679 loss: 1.8277 2022/11/28 02:19:55 - mmengine - INFO - Epoch(train) [48][4600/5005] lr: 6.5552e-02 eta: 7:08:53 time: 0.0722 data_time: 0.0015 memory: 1679 loss: 1.9350 2022/11/28 02:20:02 - mmengine - INFO - Epoch(train) [48][4700/5005] lr: 6.5527e-02 eta: 7:08:46 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 2.0591 2022/11/28 02:20:07 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:20:10 - mmengine - INFO - Epoch(train) [48][4800/5005] lr: 6.5502e-02 eta: 7:08:39 time: 0.0717 data_time: 0.0018 memory: 1679 loss: 1.9986 2022/11/28 02:20:17 - mmengine - INFO - Epoch(train) [48][4900/5005] lr: 6.5477e-02 eta: 7:08:32 time: 0.0715 data_time: 0.0016 memory: 1679 loss: 1.9252 2022/11/28 02:20:24 - mmengine - INFO - Epoch(train) [48][5000/5005] lr: 6.5452e-02 eta: 7:08:25 time: 0.0739 data_time: 0.0023 memory: 1679 loss: 2.1398 2022/11/28 02:20:25 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:20:25 - mmengine - INFO - Saving checkpoint at 48 epochs 2022/11/28 02:20:30 - mmengine - INFO - Epoch(val) [48][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0219 memory: 1679 2022/11/28 02:20:43 - mmengine - INFO - Epoch(val) [48][196/196] accuracy/top1: 61.4220 accuracy/top5: 84.4320 2022/11/28 02:20:51 - mmengine - INFO - Epoch(train) [49][ 100/5005] lr: 6.5426e-02 eta: 7:08:18 time: 0.0723 data_time: 0.0019 memory: 1679 loss: 1.6935 2022/11/28 02:20:59 - mmengine - INFO - Epoch(train) [49][ 200/5005] lr: 6.5401e-02 eta: 7:08:11 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.8739 2022/11/28 02:21:06 - mmengine - INFO - Epoch(train) [49][ 300/5005] lr: 6.5376e-02 eta: 7:08:04 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 1.8887 2022/11/28 02:21:13 - mmengine - INFO - Epoch(train) [49][ 400/5005] lr: 6.5352e-02 eta: 7:07:57 time: 0.0720 data_time: 0.0016 memory: 1679 loss: 1.7841 2022/11/28 02:21:21 - mmengine - INFO - Epoch(train) [49][ 500/5005] lr: 6.5327e-02 eta: 7:07:51 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 1.8858 2022/11/28 02:21:28 - mmengine - INFO - Epoch(train) [49][ 600/5005] lr: 6.5302e-02 eta: 7:07:44 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 1.8823 2022/11/28 02:21:35 - mmengine - INFO - Epoch(train) [49][ 700/5005] lr: 6.5277e-02 eta: 7:07:37 time: 0.0722 data_time: 0.0015 memory: 1679 loss: 1.7214 2022/11/28 02:21:40 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:21:43 - mmengine - INFO - Epoch(train) [49][ 800/5005] lr: 6.5252e-02 eta: 7:07:30 time: 0.0718 data_time: 0.0021 memory: 1679 loss: 1.8805 2022/11/28 02:21:50 - mmengine - INFO - Epoch(train) [49][ 900/5005] lr: 6.5227e-02 eta: 7:07:23 time: 0.0726 data_time: 0.0015 memory: 1679 loss: 1.9008 2022/11/28 02:21:57 - mmengine - INFO - Epoch(train) [49][1000/5005] lr: 6.5202e-02 eta: 7:07:16 time: 0.0740 data_time: 0.0018 memory: 1679 loss: 2.1266 2022/11/28 02:22:05 - mmengine - INFO - Epoch(train) [49][1100/5005] lr: 6.5177e-02 eta: 7:07:09 time: 0.0730 data_time: 0.0021 memory: 1679 loss: 1.9413 2022/11/28 02:22:12 - mmengine - INFO - Epoch(train) [49][1200/5005] lr: 6.5152e-02 eta: 7:07:02 time: 0.0727 data_time: 0.0020 memory: 1679 loss: 1.9018 2022/11/28 02:22:20 - mmengine - INFO - Epoch(train) [49][1300/5005] lr: 6.5127e-02 eta: 7:06:55 time: 0.0724 data_time: 0.0021 memory: 1679 loss: 1.6783 2022/11/28 02:22:27 - mmengine - INFO - Epoch(train) [49][1400/5005] lr: 6.5102e-02 eta: 7:06:48 time: 0.0726 data_time: 0.0015 memory: 1679 loss: 1.7609 2022/11/28 02:22:34 - mmengine - INFO - Epoch(train) [49][1500/5005] lr: 6.5078e-02 eta: 7:06:41 time: 0.0731 data_time: 0.0015 memory: 1679 loss: 1.8320 2022/11/28 02:22:42 - mmengine - INFO - Epoch(train) [49][1600/5005] lr: 6.5053e-02 eta: 7:06:34 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 1.6724 2022/11/28 02:22:49 - mmengine - INFO - Epoch(train) [49][1700/5005] lr: 6.5028e-02 eta: 7:06:27 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 1.6579 2022/11/28 02:22:53 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:22:56 - mmengine - INFO - Epoch(train) [49][1800/5005] lr: 6.5003e-02 eta: 7:06:21 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 1.9038 2022/11/28 02:23:04 - mmengine - INFO - Epoch(train) [49][1900/5005] lr: 6.4978e-02 eta: 7:06:14 time: 0.0733 data_time: 0.0015 memory: 1679 loss: 1.9873 2022/11/28 02:23:11 - mmengine - INFO - Epoch(train) [49][2000/5005] lr: 6.4953e-02 eta: 7:06:07 time: 0.0729 data_time: 0.0015 memory: 1679 loss: 1.8884 2022/11/28 02:23:19 - mmengine - INFO - Epoch(train) [49][2100/5005] lr: 6.4928e-02 eta: 7:06:00 time: 0.0727 data_time: 0.0020 memory: 1679 loss: 2.0992 2022/11/28 02:23:26 - mmengine - INFO - Epoch(train) [49][2200/5005] lr: 6.4903e-02 eta: 7:05:53 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 1.9104 2022/11/28 02:23:33 - mmengine - INFO - Epoch(train) [49][2300/5005] lr: 6.4878e-02 eta: 7:05:46 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 1.7138 2022/11/28 02:23:41 - mmengine - INFO - Epoch(train) [49][2400/5005] lr: 6.4853e-02 eta: 7:05:39 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 2.0186 2022/11/28 02:23:48 - mmengine - INFO - Epoch(train) [49][2500/5005] lr: 6.4828e-02 eta: 7:05:32 time: 0.0720 data_time: 0.0021 memory: 1679 loss: 1.9410 2022/11/28 02:23:55 - mmengine - INFO - Epoch(train) [49][2600/5005] lr: 6.4803e-02 eta: 7:05:25 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 2.0157 2022/11/28 02:24:03 - mmengine - INFO - Epoch(train) [49][2700/5005] lr: 6.4778e-02 eta: 7:05:18 time: 0.0786 data_time: 0.0016 memory: 1679 loss: 1.9632 2022/11/28 02:24:07 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:24:10 - mmengine - INFO - Epoch(train) [49][2800/5005] lr: 6.4753e-02 eta: 7:05:11 time: 0.0728 data_time: 0.0020 memory: 1679 loss: 1.8377 2022/11/28 02:24:18 - mmengine - INFO - Epoch(train) [49][2900/5005] lr: 6.4728e-02 eta: 7:05:05 time: 0.0725 data_time: 0.0020 memory: 1679 loss: 1.7756 2022/11/28 02:24:25 - mmengine - INFO - Epoch(train) [49][3000/5005] lr: 6.4703e-02 eta: 7:04:58 time: 0.0726 data_time: 0.0019 memory: 1679 loss: 1.7421 2022/11/28 02:24:32 - mmengine - INFO - Epoch(train) [49][3100/5005] lr: 6.4678e-02 eta: 7:04:51 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 2.0568 2022/11/28 02:24:40 - mmengine - INFO - Epoch(train) [49][3200/5005] lr: 6.4653e-02 eta: 7:04:44 time: 0.0724 data_time: 0.0019 memory: 1679 loss: 1.7335 2022/11/28 02:24:47 - mmengine - INFO - Epoch(train) [49][3300/5005] lr: 6.4628e-02 eta: 7:04:37 time: 0.0725 data_time: 0.0021 memory: 1679 loss: 1.7404 2022/11/28 02:24:54 - mmengine - INFO - Epoch(train) [49][3400/5005] lr: 6.4603e-02 eta: 7:04:30 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 1.9119 2022/11/28 02:25:02 - mmengine - INFO - Epoch(train) [49][3500/5005] lr: 6.4578e-02 eta: 7:04:23 time: 0.0726 data_time: 0.0021 memory: 1679 loss: 1.8806 2022/11/28 02:25:09 - mmengine - INFO - Epoch(train) [49][3600/5005] lr: 6.4553e-02 eta: 7:04:16 time: 0.0804 data_time: 0.0021 memory: 1679 loss: 1.7600 2022/11/28 02:25:17 - mmengine - INFO - Epoch(train) [49][3700/5005] lr: 6.4528e-02 eta: 7:04:10 time: 0.0724 data_time: 0.0021 memory: 1679 loss: 2.1633 2022/11/28 02:25:21 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:25:24 - mmengine - INFO - Epoch(train) [49][3800/5005] lr: 6.4503e-02 eta: 7:04:03 time: 0.0721 data_time: 0.0020 memory: 1679 loss: 1.9109 2022/11/28 02:25:31 - mmengine - INFO - Epoch(train) [49][3900/5005] lr: 6.4478e-02 eta: 7:03:56 time: 0.0727 data_time: 0.0015 memory: 1679 loss: 1.9156 2022/11/28 02:25:39 - mmengine - INFO - Epoch(train) [49][4000/5005] lr: 6.4453e-02 eta: 7:03:49 time: 0.0726 data_time: 0.0021 memory: 1679 loss: 1.9920 2022/11/28 02:25:46 - mmengine - INFO - Epoch(train) [49][4100/5005] lr: 6.4428e-02 eta: 7:03:42 time: 0.0723 data_time: 0.0021 memory: 1679 loss: 2.1016 2022/11/28 02:25:54 - mmengine - INFO - Epoch(train) [49][4200/5005] lr: 6.4403e-02 eta: 7:03:35 time: 0.0731 data_time: 0.0015 memory: 1679 loss: 1.9268 2022/11/28 02:26:01 - mmengine - INFO - Epoch(train) [49][4300/5005] lr: 6.4378e-02 eta: 7:03:28 time: 0.0800 data_time: 0.0016 memory: 1679 loss: 1.8552 2022/11/28 02:26:08 - mmengine - INFO - Epoch(train) [49][4400/5005] lr: 6.4353e-02 eta: 7:03:21 time: 0.0722 data_time: 0.0015 memory: 1679 loss: 1.6551 2022/11/28 02:26:16 - mmengine - INFO - Epoch(train) [49][4500/5005] lr: 6.4328e-02 eta: 7:03:14 time: 0.0721 data_time: 0.0020 memory: 1679 loss: 2.1961 2022/11/28 02:26:23 - mmengine - INFO - Epoch(train) [49][4600/5005] lr: 6.4303e-02 eta: 7:03:07 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 1.9442 2022/11/28 02:26:30 - mmengine - INFO - Epoch(train) [49][4700/5005] lr: 6.4277e-02 eta: 7:03:00 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 2.1232 2022/11/28 02:26:35 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:26:38 - mmengine - INFO - Epoch(train) [49][4800/5005] lr: 6.4252e-02 eta: 7:02:53 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 2.0012 2022/11/28 02:26:45 - mmengine - INFO - Epoch(train) [49][4900/5005] lr: 6.4227e-02 eta: 7:02:46 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 1.8659 2022/11/28 02:26:53 - mmengine - INFO - Epoch(train) [49][5000/5005] lr: 6.4202e-02 eta: 7:02:40 time: 0.0733 data_time: 0.0023 memory: 1679 loss: 1.9123 2022/11/28 02:26:53 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:26:53 - mmengine - INFO - Saving checkpoint at 49 epochs 2022/11/28 02:26:58 - mmengine - INFO - Epoch(val) [49][100/196] eta: 0:00:03 time: 0.0367 data_time: 0.0228 memory: 1679 2022/11/28 02:27:11 - mmengine - INFO - Epoch(val) [49][196/196] accuracy/top1: 60.9340 accuracy/top5: 84.1720 2022/11/28 02:27:19 - mmengine - INFO - Epoch(train) [50][ 100/5005] lr: 6.4176e-02 eta: 7:02:33 time: 0.0721 data_time: 0.0016 memory: 1679 loss: 1.8322 2022/11/28 02:27:26 - mmengine - INFO - Epoch(train) [50][ 200/5005] lr: 6.4151e-02 eta: 7:02:26 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 1.9369 2022/11/28 02:27:33 - mmengine - INFO - Epoch(train) [50][ 300/5005] lr: 6.4126e-02 eta: 7:02:19 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.7948 2022/11/28 02:27:41 - mmengine - INFO - Epoch(train) [50][ 400/5005] lr: 6.4101e-02 eta: 7:02:12 time: 0.0722 data_time: 0.0015 memory: 1679 loss: 1.9349 2022/11/28 02:27:48 - mmengine - INFO - Epoch(train) [50][ 500/5005] lr: 6.4076e-02 eta: 7:02:05 time: 0.0723 data_time: 0.0018 memory: 1679 loss: 1.8800 2022/11/28 02:27:56 - mmengine - INFO - Epoch(train) [50][ 600/5005] lr: 6.4050e-02 eta: 7:01:58 time: 0.0728 data_time: 0.0016 memory: 1679 loss: 1.6834 2022/11/28 02:28:03 - mmengine - INFO - Epoch(train) [50][ 700/5005] lr: 6.4025e-02 eta: 7:01:51 time: 0.0724 data_time: 0.0022 memory: 1679 loss: 1.8186 2022/11/28 02:28:07 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:28:10 - mmengine - INFO - Epoch(train) [50][ 800/5005] lr: 6.4000e-02 eta: 7:01:44 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 1.8686 2022/11/28 02:28:18 - mmengine - INFO - Epoch(train) [50][ 900/5005] lr: 6.3975e-02 eta: 7:01:37 time: 0.0723 data_time: 0.0022 memory: 1679 loss: 1.9363 2022/11/28 02:28:25 - mmengine - INFO - Epoch(train) [50][1000/5005] lr: 6.3950e-02 eta: 7:01:30 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 1.9234 2022/11/28 02:28:32 - mmengine - INFO - Epoch(train) [50][1100/5005] lr: 6.3925e-02 eta: 7:01:23 time: 0.0732 data_time: 0.0015 memory: 1679 loss: 1.9342 2022/11/28 02:28:40 - mmengine - INFO - Epoch(train) [50][1200/5005] lr: 6.3900e-02 eta: 7:01:16 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 1.8187 2022/11/28 02:28:47 - mmengine - INFO - Epoch(train) [50][1300/5005] lr: 6.3875e-02 eta: 7:01:09 time: 0.0719 data_time: 0.0016 memory: 1679 loss: 1.9899 2022/11/28 02:28:54 - mmengine - INFO - Epoch(train) [50][1400/5005] lr: 6.3850e-02 eta: 7:01:02 time: 0.0744 data_time: 0.0033 memory: 1679 loss: 2.0378 2022/11/28 02:29:02 - mmengine - INFO - Epoch(train) [50][1500/5005] lr: 6.3824e-02 eta: 7:00:55 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 2.0642 2022/11/28 02:29:09 - mmengine - INFO - Epoch(train) [50][1600/5005] lr: 6.3799e-02 eta: 7:00:48 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 2.2063 2022/11/28 02:29:16 - mmengine - INFO - Epoch(train) [50][1700/5005] lr: 6.3774e-02 eta: 7:00:41 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 1.9738 2022/11/28 02:29:20 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:29:24 - mmengine - INFO - Epoch(train) [50][1800/5005] lr: 6.3749e-02 eta: 7:00:34 time: 0.0728 data_time: 0.0022 memory: 1679 loss: 1.9587 2022/11/28 02:29:31 - mmengine - INFO - Epoch(train) [50][1900/5005] lr: 6.3724e-02 eta: 7:00:27 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.8647 2022/11/28 02:29:39 - mmengine - INFO - Epoch(train) [50][2000/5005] lr: 6.3699e-02 eta: 7:00:21 time: 0.0728 data_time: 0.0016 memory: 1679 loss: 1.8078 2022/11/28 02:29:46 - mmengine - INFO - Epoch(train) [50][2100/5005] lr: 6.3674e-02 eta: 7:00:14 time: 0.0726 data_time: 0.0021 memory: 1679 loss: 1.9628 2022/11/28 02:29:53 - mmengine - INFO - Epoch(train) [50][2200/5005] lr: 6.3648e-02 eta: 7:00:07 time: 0.0727 data_time: 0.0015 memory: 1679 loss: 2.1235 2022/11/28 02:30:01 - mmengine - INFO - Epoch(train) [50][2300/5005] lr: 6.3623e-02 eta: 7:00:00 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.9927 2022/11/28 02:30:08 - mmengine - INFO - Epoch(train) [50][2400/5005] lr: 6.3598e-02 eta: 6:59:53 time: 0.0719 data_time: 0.0018 memory: 1679 loss: 2.0441 2022/11/28 02:30:15 - mmengine - INFO - Epoch(train) [50][2500/5005] lr: 6.3573e-02 eta: 6:59:46 time: 0.0718 data_time: 0.0016 memory: 1679 loss: 1.8475 2022/11/28 02:30:23 - mmengine - INFO - Epoch(train) [50][2600/5005] lr: 6.3548e-02 eta: 6:59:39 time: 0.0718 data_time: 0.0015 memory: 1679 loss: 1.9412 2022/11/28 02:30:30 - mmengine - INFO - Epoch(train) [50][2700/5005] lr: 6.3523e-02 eta: 6:59:32 time: 0.0735 data_time: 0.0023 memory: 1679 loss: 1.9943 2022/11/28 02:30:34 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:30:37 - mmengine - INFO - Epoch(train) [50][2800/5005] lr: 6.3497e-02 eta: 6:59:25 time: 0.0728 data_time: 0.0022 memory: 1679 loss: 1.8614 2022/11/28 02:30:45 - mmengine - INFO - Epoch(train) [50][2900/5005] lr: 6.3472e-02 eta: 6:59:18 time: 0.0715 data_time: 0.0016 memory: 1679 loss: 1.9410 2022/11/28 02:30:52 - mmengine - INFO - Epoch(train) [50][3000/5005] lr: 6.3447e-02 eta: 6:59:11 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 1.7364 2022/11/28 02:30:59 - mmengine - INFO - Epoch(train) [50][3100/5005] lr: 6.3422e-02 eta: 6:59:04 time: 0.0727 data_time: 0.0016 memory: 1679 loss: 1.8869 2022/11/28 02:31:07 - mmengine - INFO - Epoch(train) [50][3200/5005] lr: 6.3397e-02 eta: 6:58:57 time: 0.0727 data_time: 0.0015 memory: 1679 loss: 1.8866 2022/11/28 02:31:14 - mmengine - INFO - Epoch(train) [50][3300/5005] lr: 6.3371e-02 eta: 6:58:50 time: 0.0720 data_time: 0.0016 memory: 1679 loss: 2.0675 2022/11/28 02:31:21 - mmengine - INFO - Epoch(train) [50][3400/5005] lr: 6.3346e-02 eta: 6:58:43 time: 0.0720 data_time: 0.0020 memory: 1679 loss: 1.6575 2022/11/28 02:31:29 - mmengine - INFO - Epoch(train) [50][3500/5005] lr: 6.3321e-02 eta: 6:58:36 time: 0.0717 data_time: 0.0016 memory: 1679 loss: 1.9302 2022/11/28 02:31:36 - mmengine - INFO - Epoch(train) [50][3600/5005] lr: 6.3296e-02 eta: 6:58:29 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 2.0132 2022/11/28 02:31:44 - mmengine - INFO - Epoch(train) [50][3700/5005] lr: 6.3271e-02 eta: 6:58:22 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 1.9920 2022/11/28 02:31:48 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:31:51 - mmengine - INFO - Epoch(train) [50][3800/5005] lr: 6.3245e-02 eta: 6:58:15 time: 0.0715 data_time: 0.0016 memory: 1679 loss: 2.0040 2022/11/28 02:31:58 - mmengine - INFO - Epoch(train) [50][3900/5005] lr: 6.3220e-02 eta: 6:58:08 time: 0.0719 data_time: 0.0018 memory: 1679 loss: 2.0398 2022/11/28 02:32:06 - mmengine - INFO - Epoch(train) [50][4000/5005] lr: 6.3195e-02 eta: 6:58:01 time: 0.0727 data_time: 0.0015 memory: 1679 loss: 1.9169 2022/11/28 02:32:13 - mmengine - INFO - Epoch(train) [50][4100/5005] lr: 6.3170e-02 eta: 6:57:54 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 2.0426 2022/11/28 02:32:20 - mmengine - INFO - Epoch(train) [50][4200/5005] lr: 6.3144e-02 eta: 6:57:47 time: 0.0726 data_time: 0.0020 memory: 1679 loss: 2.0866 2022/11/28 02:32:27 - mmengine - INFO - Epoch(train) [50][4300/5005] lr: 6.3119e-02 eta: 6:57:40 time: 0.0720 data_time: 0.0022 memory: 1679 loss: 1.8001 2022/11/28 02:32:35 - mmengine - INFO - Epoch(train) [50][4400/5005] lr: 6.3094e-02 eta: 6:57:33 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.8764 2022/11/28 02:32:42 - mmengine - INFO - Epoch(train) [50][4500/5005] lr: 6.3069e-02 eta: 6:57:26 time: 0.0731 data_time: 0.0015 memory: 1679 loss: 1.9425 2022/11/28 02:32:50 - mmengine - INFO - Epoch(train) [50][4600/5005] lr: 6.3043e-02 eta: 6:57:19 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 1.9882 2022/11/28 02:32:57 - mmengine - INFO - Epoch(train) [50][4700/5005] lr: 6.3018e-02 eta: 6:57:13 time: 0.0728 data_time: 0.0015 memory: 1679 loss: 1.9021 2022/11/28 02:33:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:33:04 - mmengine - INFO - Epoch(train) [50][4800/5005] lr: 6.2993e-02 eta: 6:57:06 time: 0.0726 data_time: 0.0020 memory: 1679 loss: 1.7996 2022/11/28 02:33:12 - mmengine - INFO - Epoch(train) [50][4900/5005] lr: 6.2968e-02 eta: 6:56:59 time: 0.0729 data_time: 0.0015 memory: 1679 loss: 1.7947 2022/11/28 02:33:19 - mmengine - INFO - Epoch(train) [50][5000/5005] lr: 6.2942e-02 eta: 6:56:52 time: 0.0735 data_time: 0.0029 memory: 1679 loss: 2.0135 2022/11/28 02:33:20 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:33:20 - mmengine - INFO - Saving checkpoint at 50 epochs 2022/11/28 02:33:25 - mmengine - INFO - Epoch(val) [50][100/196] eta: 0:00:04 time: 0.0367 data_time: 0.0229 memory: 1679 2022/11/28 02:33:38 - mmengine - INFO - Epoch(val) [50][196/196] accuracy/top1: 61.5780 accuracy/top5: 84.2520 2022/11/28 02:33:45 - mmengine - INFO - Epoch(train) [51][ 100/5005] lr: 6.2916e-02 eta: 6:56:45 time: 0.0726 data_time: 0.0015 memory: 1679 loss: 1.7991 2022/11/28 02:33:53 - mmengine - INFO - Epoch(train) [51][ 200/5005] lr: 6.2891e-02 eta: 6:56:38 time: 0.0725 data_time: 0.0021 memory: 1679 loss: 1.8091 2022/11/28 02:34:00 - mmengine - INFO - Epoch(train) [51][ 300/5005] lr: 6.2865e-02 eta: 6:56:31 time: 0.0725 data_time: 0.0020 memory: 1679 loss: 1.7782 2022/11/28 02:34:08 - mmengine - INFO - Epoch(train) [51][ 400/5005] lr: 6.2840e-02 eta: 6:56:24 time: 0.0820 data_time: 0.0016 memory: 1679 loss: 1.8921 2022/11/28 02:34:15 - mmengine - INFO - Epoch(train) [51][ 500/5005] lr: 6.2815e-02 eta: 6:56:17 time: 0.0739 data_time: 0.0015 memory: 1679 loss: 1.7961 2022/11/28 02:34:22 - mmengine - INFO - Epoch(train) [51][ 600/5005] lr: 6.2790e-02 eta: 6:56:10 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 2.0387 2022/11/28 02:34:30 - mmengine - INFO - Epoch(train) [51][ 700/5005] lr: 6.2764e-02 eta: 6:56:04 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 1.7786 2022/11/28 02:34:33 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:34:37 - mmengine - INFO - Epoch(train) [51][ 800/5005] lr: 6.2739e-02 eta: 6:55:57 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 1.9386 2022/11/28 02:34:44 - mmengine - INFO - Epoch(train) [51][ 900/5005] lr: 6.2714e-02 eta: 6:55:50 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.9807 2022/11/28 02:34:52 - mmengine - INFO - Epoch(train) [51][1000/5005] lr: 6.2688e-02 eta: 6:55:43 time: 0.0720 data_time: 0.0019 memory: 1679 loss: 1.9935 2022/11/28 02:34:59 - mmengine - INFO - Epoch(train) [51][1100/5005] lr: 6.2663e-02 eta: 6:55:36 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.8423 2022/11/28 02:35:07 - mmengine - INFO - Epoch(train) [51][1200/5005] lr: 6.2638e-02 eta: 6:55:29 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 2.0242 2022/11/28 02:35:14 - mmengine - INFO - Epoch(train) [51][1300/5005] lr: 6.2612e-02 eta: 6:55:22 time: 0.0728 data_time: 0.0020 memory: 1679 loss: 1.7592 2022/11/28 02:35:21 - mmengine - INFO - Epoch(train) [51][1400/5005] lr: 6.2587e-02 eta: 6:55:15 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 1.7711 2022/11/28 02:35:29 - mmengine - INFO - Epoch(train) [51][1500/5005] lr: 6.2562e-02 eta: 6:55:08 time: 0.0730 data_time: 0.0017 memory: 1679 loss: 2.1141 2022/11/28 02:35:36 - mmengine - INFO - Epoch(train) [51][1600/5005] lr: 6.2537e-02 eta: 6:55:01 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 1.8569 2022/11/28 02:35:43 - mmengine - INFO - Epoch(train) [51][1700/5005] lr: 6.2511e-02 eta: 6:54:54 time: 0.0726 data_time: 0.0015 memory: 1679 loss: 1.8538 2022/11/28 02:35:47 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:35:51 - mmengine - INFO - Epoch(train) [51][1800/5005] lr: 6.2486e-02 eta: 6:54:47 time: 0.0718 data_time: 0.0017 memory: 1679 loss: 2.1069 2022/11/28 02:35:58 - mmengine - INFO - Epoch(train) [51][1900/5005] lr: 6.2461e-02 eta: 6:54:40 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 2.2116 2022/11/28 02:36:05 - mmengine - INFO - Epoch(train) [51][2000/5005] lr: 6.2435e-02 eta: 6:54:33 time: 0.0728 data_time: 0.0015 memory: 1679 loss: 1.8678 2022/11/28 02:36:13 - mmengine - INFO - Epoch(train) [51][2100/5005] lr: 6.2410e-02 eta: 6:54:26 time: 0.0721 data_time: 0.0021 memory: 1679 loss: 1.9880 2022/11/28 02:36:20 - mmengine - INFO - Epoch(train) [51][2200/5005] lr: 6.2385e-02 eta: 6:54:19 time: 0.0724 data_time: 0.0016 memory: 1679 loss: 1.8814 2022/11/28 02:36:28 - mmengine - INFO - Epoch(train) [51][2300/5005] lr: 6.2359e-02 eta: 6:54:12 time: 0.0740 data_time: 0.0016 memory: 1679 loss: 1.9055 2022/11/28 02:36:35 - mmengine - INFO - Epoch(train) [51][2400/5005] lr: 6.2334e-02 eta: 6:54:06 time: 0.0723 data_time: 0.0020 memory: 1679 loss: 1.8917 2022/11/28 02:36:43 - mmengine - INFO - Epoch(train) [51][2500/5005] lr: 6.2309e-02 eta: 6:53:59 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 1.9390 2022/11/28 02:36:50 - mmengine - INFO - Epoch(train) [51][2600/5005] lr: 6.2283e-02 eta: 6:53:52 time: 0.0738 data_time: 0.0022 memory: 1679 loss: 1.8877 2022/11/28 02:36:57 - mmengine - INFO - Epoch(train) [51][2700/5005] lr: 6.2258e-02 eta: 6:53:45 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 1.9238 2022/11/28 02:37:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:37:05 - mmengine - INFO - Epoch(train) [51][2800/5005] lr: 6.2232e-02 eta: 6:53:38 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 1.7592 2022/11/28 02:37:12 - mmengine - INFO - Epoch(train) [51][2900/5005] lr: 6.2207e-02 eta: 6:53:31 time: 0.0724 data_time: 0.0021 memory: 1679 loss: 1.7637 2022/11/28 02:37:20 - mmengine - INFO - Epoch(train) [51][3000/5005] lr: 6.2182e-02 eta: 6:53:24 time: 0.0727 data_time: 0.0015 memory: 1679 loss: 2.0677 2022/11/28 02:37:27 - mmengine - INFO - Epoch(train) [51][3100/5005] lr: 6.2156e-02 eta: 6:53:17 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 2.0461 2022/11/28 02:37:34 - mmengine - INFO - Epoch(train) [51][3200/5005] lr: 6.2131e-02 eta: 6:53:10 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 1.8231 2022/11/28 02:37:42 - mmengine - INFO - Epoch(train) [51][3300/5005] lr: 6.2106e-02 eta: 6:53:03 time: 0.0721 data_time: 0.0017 memory: 1679 loss: 2.0780 2022/11/28 02:37:49 - mmengine - INFO - Epoch(train) [51][3400/5005] lr: 6.2080e-02 eta: 6:52:56 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 2.0737 2022/11/28 02:37:56 - mmengine - INFO - Epoch(train) [51][3500/5005] lr: 6.2055e-02 eta: 6:52:49 time: 0.0738 data_time: 0.0016 memory: 1679 loss: 1.9522 2022/11/28 02:38:04 - mmengine - INFO - Epoch(train) [51][3600/5005] lr: 6.2030e-02 eta: 6:52:43 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 1.9426 2022/11/28 02:38:11 - mmengine - INFO - Epoch(train) [51][3700/5005] lr: 6.2004e-02 eta: 6:52:35 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 1.8513 2022/11/28 02:38:15 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:38:18 - mmengine - INFO - Epoch(train) [51][3800/5005] lr: 6.1979e-02 eta: 6:52:28 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 1.8831 2022/11/28 02:38:26 - mmengine - INFO - Epoch(train) [51][3900/5005] lr: 6.1953e-02 eta: 6:52:22 time: 0.0722 data_time: 0.0020 memory: 1679 loss: 1.7920 2022/11/28 02:38:33 - mmengine - INFO - Epoch(train) [51][4000/5005] lr: 6.1928e-02 eta: 6:52:15 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 1.8528 2022/11/28 02:38:41 - mmengine - INFO - Epoch(train) [51][4100/5005] lr: 6.1903e-02 eta: 6:52:08 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 1.8699 2022/11/28 02:38:48 - mmengine - INFO - Epoch(train) [51][4200/5005] lr: 6.1877e-02 eta: 6:52:01 time: 0.0718 data_time: 0.0016 memory: 1679 loss: 1.9823 2022/11/28 02:38:55 - mmengine - INFO - Epoch(train) [51][4300/5005] lr: 6.1852e-02 eta: 6:51:54 time: 0.0717 data_time: 0.0016 memory: 1679 loss: 1.9330 2022/11/28 02:39:03 - mmengine - INFO - Epoch(train) [51][4400/5005] lr: 6.1826e-02 eta: 6:51:47 time: 0.0727 data_time: 0.0015 memory: 1679 loss: 1.8344 2022/11/28 02:39:10 - mmengine - INFO - Epoch(train) [51][4500/5005] lr: 6.1801e-02 eta: 6:51:40 time: 0.0723 data_time: 0.0020 memory: 1679 loss: 2.2045 2022/11/28 02:39:17 - mmengine - INFO - Epoch(train) [51][4600/5005] lr: 6.1775e-02 eta: 6:51:33 time: 0.0729 data_time: 0.0016 memory: 1679 loss: 1.8689 2022/11/28 02:39:25 - mmengine - INFO - Epoch(train) [51][4700/5005] lr: 6.1750e-02 eta: 6:51:26 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 2.0322 2022/11/28 02:39:28 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:39:32 - mmengine - INFO - Epoch(train) [51][4800/5005] lr: 6.1725e-02 eta: 6:51:19 time: 0.0729 data_time: 0.0015 memory: 1679 loss: 1.8680 2022/11/28 02:39:39 - mmengine - INFO - Epoch(train) [51][4900/5005] lr: 6.1699e-02 eta: 6:51:12 time: 0.0721 data_time: 0.0020 memory: 1679 loss: 1.9452 2022/11/28 02:39:47 - mmengine - INFO - Epoch(train) [51][5000/5005] lr: 6.1674e-02 eta: 6:51:05 time: 0.0735 data_time: 0.0025 memory: 1679 loss: 1.9184 2022/11/28 02:39:47 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:39:47 - mmengine - INFO - Saving checkpoint at 51 epochs 2022/11/28 02:39:52 - mmengine - INFO - Epoch(val) [51][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0222 memory: 1679 2022/11/28 02:40:06 - mmengine - INFO - Epoch(val) [51][196/196] accuracy/top1: 60.9120 accuracy/top5: 84.0960 2022/11/28 02:40:13 - mmengine - INFO - Epoch(train) [52][ 100/5005] lr: 6.1647e-02 eta: 6:50:58 time: 0.0720 data_time: 0.0016 memory: 1679 loss: 1.6391 2022/11/28 02:40:21 - mmengine - INFO - Epoch(train) [52][ 200/5005] lr: 6.1622e-02 eta: 6:50:51 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 1.8493 2022/11/28 02:40:28 - mmengine - INFO - Epoch(train) [52][ 300/5005] lr: 6.1596e-02 eta: 6:50:44 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 1.8315 2022/11/28 02:40:35 - mmengine - INFO - Epoch(train) [52][ 400/5005] lr: 6.1571e-02 eta: 6:50:37 time: 0.0726 data_time: 0.0015 memory: 1679 loss: 1.8442 2022/11/28 02:40:43 - mmengine - INFO - Epoch(train) [52][ 500/5005] lr: 6.1545e-02 eta: 6:50:30 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 1.6386 2022/11/28 02:40:50 - mmengine - INFO - Epoch(train) [52][ 600/5005] lr: 6.1520e-02 eta: 6:50:23 time: 0.0727 data_time: 0.0015 memory: 1679 loss: 1.8270 2022/11/28 02:40:58 - mmengine - INFO - Epoch(train) [52][ 700/5005] lr: 6.1494e-02 eta: 6:50:16 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 1.8122 2022/11/28 02:41:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:41:05 - mmengine - INFO - Epoch(train) [52][ 800/5005] lr: 6.1469e-02 eta: 6:50:10 time: 0.0721 data_time: 0.0016 memory: 1679 loss: 1.7568 2022/11/28 02:41:12 - mmengine - INFO - Epoch(train) [52][ 900/5005] lr: 6.1444e-02 eta: 6:50:03 time: 0.0717 data_time: 0.0015 memory: 1679 loss: 1.9223 2022/11/28 02:41:20 - mmengine - INFO - Epoch(train) [52][1000/5005] lr: 6.1418e-02 eta: 6:49:56 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 1.8230 2022/11/28 02:41:27 - mmengine - INFO - Epoch(train) [52][1100/5005] lr: 6.1393e-02 eta: 6:49:48 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.8582 2022/11/28 02:41:34 - mmengine - INFO - Epoch(train) [52][1200/5005] lr: 6.1367e-02 eta: 6:49:42 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 2.0571 2022/11/28 02:41:42 - mmengine - INFO - Epoch(train) [52][1300/5005] lr: 6.1342e-02 eta: 6:49:35 time: 0.0729 data_time: 0.0015 memory: 1679 loss: 2.0000 2022/11/28 02:41:49 - mmengine - INFO - Epoch(train) [52][1400/5005] lr: 6.1316e-02 eta: 6:49:27 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 2.1038 2022/11/28 02:41:56 - mmengine - INFO - Epoch(train) [52][1500/5005] lr: 6.1291e-02 eta: 6:49:20 time: 0.0719 data_time: 0.0016 memory: 1679 loss: 1.8418 2022/11/28 02:42:04 - mmengine - INFO - Epoch(train) [52][1600/5005] lr: 6.1265e-02 eta: 6:49:13 time: 0.0728 data_time: 0.0016 memory: 1679 loss: 1.8233 2022/11/28 02:42:11 - mmengine - INFO - Epoch(train) [52][1700/5005] lr: 6.1240e-02 eta: 6:49:07 time: 0.0717 data_time: 0.0016 memory: 1679 loss: 1.6231 2022/11/28 02:42:14 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:42:18 - mmengine - INFO - Epoch(train) [52][1800/5005] lr: 6.1214e-02 eta: 6:49:00 time: 0.0760 data_time: 0.0015 memory: 1679 loss: 1.9560 2022/11/28 02:42:26 - mmengine - INFO - Epoch(train) [52][1900/5005] lr: 6.1189e-02 eta: 6:48:53 time: 0.0727 data_time: 0.0016 memory: 1679 loss: 2.0447 2022/11/28 02:42:33 - mmengine - INFO - Epoch(train) [52][2000/5005] lr: 6.1163e-02 eta: 6:48:46 time: 0.0732 data_time: 0.0021 memory: 1679 loss: 1.7846 2022/11/28 02:42:40 - mmengine - INFO - Epoch(train) [52][2100/5005] lr: 6.1138e-02 eta: 6:48:39 time: 0.0717 data_time: 0.0017 memory: 1679 loss: 1.9237 2022/11/28 02:42:48 - mmengine - INFO - Epoch(train) [52][2200/5005] lr: 6.1112e-02 eta: 6:48:32 time: 0.0809 data_time: 0.0015 memory: 1679 loss: 1.8689 2022/11/28 02:42:55 - mmengine - INFO - Epoch(train) [52][2300/5005] lr: 6.1087e-02 eta: 6:48:25 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 1.9146 2022/11/28 02:43:02 - mmengine - INFO - Epoch(train) [52][2400/5005] lr: 6.1061e-02 eta: 6:48:18 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 1.9704 2022/11/28 02:43:10 - mmengine - INFO - Epoch(train) [52][2500/5005] lr: 6.1036e-02 eta: 6:48:11 time: 0.0761 data_time: 0.0017 memory: 1679 loss: 2.0026 2022/11/28 02:43:17 - mmengine - INFO - Epoch(train) [52][2600/5005] lr: 6.1010e-02 eta: 6:48:04 time: 0.0728 data_time: 0.0016 memory: 1679 loss: 2.0019 2022/11/28 02:43:25 - mmengine - INFO - Epoch(train) [52][2700/5005] lr: 6.0985e-02 eta: 6:47:57 time: 0.0728 data_time: 0.0016 memory: 1679 loss: 1.8156 2022/11/28 02:43:28 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:43:32 - mmengine - INFO - Epoch(train) [52][2800/5005] lr: 6.0959e-02 eta: 6:47:50 time: 0.0728 data_time: 0.0016 memory: 1679 loss: 1.9730 2022/11/28 02:43:39 - mmengine - INFO - Epoch(train) [52][2900/5005] lr: 6.0934e-02 eta: 6:47:43 time: 0.0720 data_time: 0.0016 memory: 1679 loss: 2.0448 2022/11/28 02:43:47 - mmengine - INFO - Epoch(train) [52][3000/5005] lr: 6.0908e-02 eta: 6:47:36 time: 0.0790 data_time: 0.0016 memory: 1679 loss: 1.7051 2022/11/28 02:43:54 - mmengine - INFO - Epoch(train) [52][3100/5005] lr: 6.0883e-02 eta: 6:47:29 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.7537 2022/11/28 02:44:01 - mmengine - INFO - Epoch(train) [52][3200/5005] lr: 6.0857e-02 eta: 6:47:22 time: 0.0725 data_time: 0.0021 memory: 1679 loss: 1.9374 2022/11/28 02:44:09 - mmengine - INFO - Epoch(train) [52][3300/5005] lr: 6.0832e-02 eta: 6:47:15 time: 0.0731 data_time: 0.0023 memory: 1679 loss: 2.0010 2022/11/28 02:44:16 - mmengine - INFO - Epoch(train) [52][3400/5005] lr: 6.0806e-02 eta: 6:47:08 time: 0.0733 data_time: 0.0015 memory: 1679 loss: 1.7867 2022/11/28 02:44:23 - mmengine - INFO - Epoch(train) [52][3500/5005] lr: 6.0781e-02 eta: 6:47:01 time: 0.0724 data_time: 0.0018 memory: 1679 loss: 1.8414 2022/11/28 02:44:31 - mmengine - INFO - Epoch(train) [52][3600/5005] lr: 6.0755e-02 eta: 6:46:54 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.8967 2022/11/28 02:44:38 - mmengine - INFO - Epoch(train) [52][3700/5005] lr: 6.0729e-02 eta: 6:46:47 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 1.8040 2022/11/28 02:44:42 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:44:46 - mmengine - INFO - Epoch(train) [52][3800/5005] lr: 6.0704e-02 eta: 6:46:40 time: 0.0720 data_time: 0.0015 memory: 1679 loss: 1.8985 2022/11/28 02:44:53 - mmengine - INFO - Epoch(train) [52][3900/5005] lr: 6.0678e-02 eta: 6:46:33 time: 0.0722 data_time: 0.0015 memory: 1679 loss: 1.6768 2022/11/28 02:45:00 - mmengine - INFO - Epoch(train) [52][4000/5005] lr: 6.0653e-02 eta: 6:46:26 time: 0.0791 data_time: 0.0016 memory: 1679 loss: 1.9829 2022/11/28 02:45:08 - mmengine - INFO - Epoch(train) [52][4100/5005] lr: 6.0627e-02 eta: 6:46:19 time: 0.0721 data_time: 0.0021 memory: 1679 loss: 1.7687 2022/11/28 02:45:15 - mmengine - INFO - Epoch(train) [52][4200/5005] lr: 6.0602e-02 eta: 6:46:12 time: 0.0730 data_time: 0.0021 memory: 1679 loss: 2.0306 2022/11/28 02:45:23 - mmengine - INFO - Epoch(train) [52][4300/5005] lr: 6.0576e-02 eta: 6:46:06 time: 0.0721 data_time: 0.0017 memory: 1679 loss: 1.8111 2022/11/28 02:45:30 - mmengine - INFO - Epoch(train) [52][4400/5005] lr: 6.0551e-02 eta: 6:45:59 time: 0.0720 data_time: 0.0016 memory: 1679 loss: 1.7465 2022/11/28 02:45:37 - mmengine - INFO - Epoch(train) [52][4500/5005] lr: 6.0525e-02 eta: 6:45:52 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 1.8212 2022/11/28 02:45:45 - mmengine - INFO - Epoch(train) [52][4600/5005] lr: 6.0499e-02 eta: 6:45:45 time: 0.0721 data_time: 0.0015 memory: 1679 loss: 1.7697 2022/11/28 02:45:52 - mmengine - INFO - Epoch(train) [52][4700/5005] lr: 6.0474e-02 eta: 6:45:38 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.8913 2022/11/28 02:45:55 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:46:00 - mmengine - INFO - Epoch(train) [52][4800/5005] lr: 6.0448e-02 eta: 6:45:31 time: 0.0724 data_time: 0.0016 memory: 1679 loss: 1.8338 2022/11/28 02:46:07 - mmengine - INFO - Epoch(train) [52][4900/5005] lr: 6.0423e-02 eta: 6:45:24 time: 0.0727 data_time: 0.0021 memory: 1679 loss: 2.0374 2022/11/28 02:46:14 - mmengine - INFO - Epoch(train) [52][5000/5005] lr: 6.0397e-02 eta: 6:45:17 time: 0.0733 data_time: 0.0024 memory: 1679 loss: 1.9474 2022/11/28 02:46:15 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:46:15 - mmengine - INFO - Saving checkpoint at 52 epochs 2022/11/28 02:46:20 - mmengine - INFO - Epoch(val) [52][100/196] eta: 0:00:03 time: 0.0365 data_time: 0.0232 memory: 1679 2022/11/28 02:46:33 - mmengine - INFO - Epoch(val) [52][196/196] accuracy/top1: 61.0360 accuracy/top5: 84.0400 2022/11/28 02:46:41 - mmengine - INFO - Epoch(train) [53][ 100/5005] lr: 6.0370e-02 eta: 6:45:10 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 1.9700 2022/11/28 02:46:48 - mmengine - INFO - Epoch(train) [53][ 200/5005] lr: 6.0345e-02 eta: 6:45:03 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.6872 2022/11/28 02:46:55 - mmengine - INFO - Epoch(train) [53][ 300/5005] lr: 6.0319e-02 eta: 6:44:56 time: 0.0724 data_time: 0.0016 memory: 1679 loss: 1.7855 2022/11/28 02:47:03 - mmengine - INFO - Epoch(train) [53][ 400/5005] lr: 6.0293e-02 eta: 6:44:49 time: 0.0726 data_time: 0.0015 memory: 1679 loss: 1.9262 2022/11/28 02:47:10 - mmengine - INFO - Epoch(train) [53][ 500/5005] lr: 6.0268e-02 eta: 6:44:42 time: 0.0718 data_time: 0.0016 memory: 1679 loss: 1.8822 2022/11/28 02:47:18 - mmengine - INFO - Epoch(train) [53][ 600/5005] lr: 6.0242e-02 eta: 6:44:35 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 1.7911 2022/11/28 02:47:25 - mmengine - INFO - Epoch(train) [53][ 700/5005] lr: 6.0217e-02 eta: 6:44:28 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.9682 2022/11/28 02:47:28 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:47:32 - mmengine - INFO - Epoch(train) [53][ 800/5005] lr: 6.0191e-02 eta: 6:44:21 time: 0.0726 data_time: 0.0015 memory: 1679 loss: 1.6690 2022/11/28 02:47:40 - mmengine - INFO - Epoch(train) [53][ 900/5005] lr: 6.0165e-02 eta: 6:44:14 time: 0.0727 data_time: 0.0019 memory: 1679 loss: 1.6504 2022/11/28 02:47:47 - mmengine - INFO - Epoch(train) [53][1000/5005] lr: 6.0140e-02 eta: 6:44:07 time: 0.0728 data_time: 0.0016 memory: 1679 loss: 1.9190 2022/11/28 02:47:54 - mmengine - INFO - Epoch(train) [53][1100/5005] lr: 6.0114e-02 eta: 6:44:00 time: 0.0731 data_time: 0.0015 memory: 1679 loss: 2.0475 2022/11/28 02:48:02 - mmengine - INFO - Epoch(train) [53][1200/5005] lr: 6.0089e-02 eta: 6:43:53 time: 0.0722 data_time: 0.0015 memory: 1679 loss: 1.6766 2022/11/28 02:48:09 - mmengine - INFO - Epoch(train) [53][1300/5005] lr: 6.0063e-02 eta: 6:43:46 time: 0.0720 data_time: 0.0021 memory: 1679 loss: 1.9994 2022/11/28 02:48:17 - mmengine - INFO - Epoch(train) [53][1400/5005] lr: 6.0037e-02 eta: 6:43:39 time: 0.0723 data_time: 0.0017 memory: 1679 loss: 1.8976 2022/11/28 02:48:24 - mmengine - INFO - Epoch(train) [53][1500/5005] lr: 6.0012e-02 eta: 6:43:32 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.8537 2022/11/28 02:48:31 - mmengine - INFO - Epoch(train) [53][1600/5005] lr: 5.9986e-02 eta: 6:43:25 time: 0.0719 data_time: 0.0018 memory: 1679 loss: 2.1013 2022/11/28 02:48:38 - mmengine - INFO - Epoch(train) [53][1700/5005] lr: 5.9961e-02 eta: 6:43:18 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.6921 2022/11/28 02:48:41 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:48:46 - mmengine - INFO - Epoch(train) [53][1800/5005] lr: 5.9935e-02 eta: 6:43:11 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 2.0121 2022/11/28 02:48:53 - mmengine - INFO - Epoch(train) [53][1900/5005] lr: 5.9909e-02 eta: 6:43:04 time: 0.0724 data_time: 0.0016 memory: 1679 loss: 1.8944 2022/11/28 02:49:01 - mmengine - INFO - Epoch(train) [53][2000/5005] lr: 5.9884e-02 eta: 6:42:57 time: 0.0719 data_time: 0.0017 memory: 1679 loss: 1.9061 2022/11/28 02:49:08 - mmengine - INFO - Epoch(train) [53][2100/5005] lr: 5.9858e-02 eta: 6:42:50 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 1.9641 2022/11/28 02:49:15 - mmengine - INFO - Epoch(train) [53][2200/5005] lr: 5.9832e-02 eta: 6:42:43 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.8286 2022/11/28 02:49:23 - mmengine - INFO - Epoch(train) [53][2300/5005] lr: 5.9807e-02 eta: 6:42:36 time: 0.0719 data_time: 0.0018 memory: 1679 loss: 2.0497 2022/11/28 02:49:30 - mmengine - INFO - Epoch(train) [53][2400/5005] lr: 5.9781e-02 eta: 6:42:29 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 1.8634 2022/11/28 02:49:37 - mmengine - INFO - Epoch(train) [53][2500/5005] lr: 5.9755e-02 eta: 6:42:22 time: 0.0720 data_time: 0.0016 memory: 1679 loss: 1.8471 2022/11/28 02:49:45 - mmengine - INFO - Epoch(train) [53][2600/5005] lr: 5.9730e-02 eta: 6:42:15 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.7234 2022/11/28 02:49:52 - mmengine - INFO - Epoch(train) [53][2700/5005] lr: 5.9704e-02 eta: 6:42:08 time: 0.0721 data_time: 0.0016 memory: 1679 loss: 1.9382 2022/11/28 02:49:55 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:50:00 - mmengine - INFO - Epoch(train) [53][2800/5005] lr: 5.9678e-02 eta: 6:42:02 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.8526 2022/11/28 02:50:07 - mmengine - INFO - Epoch(train) [53][2900/5005] lr: 5.9653e-02 eta: 6:41:55 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 1.9534 2022/11/28 02:50:15 - mmengine - INFO - Epoch(train) [53][3000/5005] lr: 5.9627e-02 eta: 6:41:48 time: 0.0727 data_time: 0.0016 memory: 1679 loss: 1.8861 2022/11/28 02:50:22 - mmengine - INFO - Epoch(train) [53][3100/5005] lr: 5.9601e-02 eta: 6:41:41 time: 0.0724 data_time: 0.0016 memory: 1679 loss: 1.9017 2022/11/28 02:50:29 - mmengine - INFO - Epoch(train) [53][3200/5005] lr: 5.9576e-02 eta: 6:41:34 time: 0.0729 data_time: 0.0016 memory: 1679 loss: 1.9752 2022/11/28 02:50:37 - mmengine - INFO - Epoch(train) [53][3300/5005] lr: 5.9550e-02 eta: 6:41:27 time: 0.0734 data_time: 0.0017 memory: 1679 loss: 1.8380 2022/11/28 02:50:44 - mmengine - INFO - Epoch(train) [53][3400/5005] lr: 5.9524e-02 eta: 6:41:20 time: 0.0730 data_time: 0.0015 memory: 1679 loss: 1.8279 2022/11/28 02:50:52 - mmengine - INFO - Epoch(train) [53][3500/5005] lr: 5.9499e-02 eta: 6:41:13 time: 0.0724 data_time: 0.0016 memory: 1679 loss: 1.8230 2022/11/28 02:50:59 - mmengine - INFO - Epoch(train) [53][3600/5005] lr: 5.9473e-02 eta: 6:41:06 time: 0.0719 data_time: 0.0019 memory: 1679 loss: 2.0194 2022/11/28 02:51:06 - mmengine - INFO - Epoch(train) [53][3700/5005] lr: 5.9447e-02 eta: 6:40:59 time: 0.0725 data_time: 0.0022 memory: 1679 loss: 1.8248 2022/11/28 02:51:09 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:51:14 - mmengine - INFO - Epoch(train) [53][3800/5005] lr: 5.9422e-02 eta: 6:40:52 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.8919 2022/11/28 02:51:21 - mmengine - INFO - Epoch(train) [53][3900/5005] lr: 5.9396e-02 eta: 6:40:45 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.8037 2022/11/28 02:51:28 - mmengine - INFO - Epoch(train) [53][4000/5005] lr: 5.9370e-02 eta: 6:40:38 time: 0.0730 data_time: 0.0021 memory: 1679 loss: 1.9448 2022/11/28 02:51:36 - mmengine - INFO - Epoch(train) [53][4100/5005] lr: 5.9345e-02 eta: 6:40:31 time: 0.0723 data_time: 0.0015 memory: 1679 loss: 1.8192 2022/11/28 02:51:43 - mmengine - INFO - Epoch(train) [53][4200/5005] lr: 5.9319e-02 eta: 6:40:24 time: 0.0733 data_time: 0.0015 memory: 1679 loss: 1.9115 2022/11/28 02:51:50 - mmengine - INFO - Epoch(train) [53][4300/5005] lr: 5.9293e-02 eta: 6:40:17 time: 0.0732 data_time: 0.0016 memory: 1679 loss: 1.7950 2022/11/28 02:51:58 - mmengine - INFO - Epoch(train) [53][4400/5005] lr: 5.9268e-02 eta: 6:40:10 time: 0.0727 data_time: 0.0016 memory: 1679 loss: 1.9036 2022/11/28 02:52:05 - mmengine - INFO - Epoch(train) [53][4500/5005] lr: 5.9242e-02 eta: 6:40:03 time: 0.0733 data_time: 0.0021 memory: 1679 loss: 1.9374 2022/11/28 02:52:13 - mmengine - INFO - Epoch(train) [53][4600/5005] lr: 5.9216e-02 eta: 6:39:56 time: 0.0726 data_time: 0.0021 memory: 1679 loss: 1.9350 2022/11/28 02:52:20 - mmengine - INFO - Epoch(train) [53][4700/5005] lr: 5.9190e-02 eta: 6:39:49 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 1.7484 2022/11/28 02:52:23 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:52:28 - mmengine - INFO - Epoch(train) [53][4800/5005] lr: 5.9165e-02 eta: 6:39:43 time: 0.0724 data_time: 0.0016 memory: 1679 loss: 1.9579 2022/11/28 02:52:35 - mmengine - INFO - Epoch(train) [53][4900/5005] lr: 5.9139e-02 eta: 6:39:36 time: 0.0731 data_time: 0.0020 memory: 1679 loss: 1.7641 2022/11/28 02:52:43 - mmengine - INFO - Epoch(train) [53][5000/5005] lr: 5.9113e-02 eta: 6:39:29 time: 0.0739 data_time: 0.0024 memory: 1679 loss: 1.7144 2022/11/28 02:52:43 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:52:43 - mmengine - INFO - Saving checkpoint at 53 epochs 2022/11/28 02:52:48 - mmengine - INFO - Epoch(val) [53][100/196] eta: 0:00:04 time: 0.0398 data_time: 0.0263 memory: 1679 2022/11/28 02:53:01 - mmengine - INFO - Epoch(val) [53][196/196] accuracy/top1: 61.9900 accuracy/top5: 84.2360 2022/11/28 02:53:09 - mmengine - INFO - Epoch(train) [54][ 100/5005] lr: 5.9086e-02 eta: 6:39:22 time: 0.0734 data_time: 0.0015 memory: 1679 loss: 1.8897 2022/11/28 02:53:16 - mmengine - INFO - Epoch(train) [54][ 200/5005] lr: 5.9061e-02 eta: 6:39:15 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.8299 2022/11/28 02:53:24 - mmengine - INFO - Epoch(train) [54][ 300/5005] lr: 5.9035e-02 eta: 6:39:08 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.9318 2022/11/28 02:53:31 - mmengine - INFO - Epoch(train) [54][ 400/5005] lr: 5.9009e-02 eta: 6:39:01 time: 0.0737 data_time: 0.0015 memory: 1679 loss: 1.8433 2022/11/28 02:53:39 - mmengine - INFO - Epoch(train) [54][ 500/5005] lr: 5.8983e-02 eta: 6:38:54 time: 0.0728 data_time: 0.0016 memory: 1679 loss: 1.8177 2022/11/28 02:53:46 - mmengine - INFO - Epoch(train) [54][ 600/5005] lr: 5.8958e-02 eta: 6:38:47 time: 0.0725 data_time: 0.0022 memory: 1679 loss: 1.7590 2022/11/28 02:53:53 - mmengine - INFO - Epoch(train) [54][ 700/5005] lr: 5.8932e-02 eta: 6:38:40 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 1.7267 2022/11/28 02:53:56 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:54:01 - mmengine - INFO - Epoch(train) [54][ 800/5005] lr: 5.8906e-02 eta: 6:38:33 time: 0.0726 data_time: 0.0021 memory: 1679 loss: 1.6086 2022/11/28 02:54:08 - mmengine - INFO - Epoch(train) [54][ 900/5005] lr: 5.8880e-02 eta: 6:38:26 time: 0.0732 data_time: 0.0016 memory: 1679 loss: 1.7411 2022/11/28 02:54:15 - mmengine - INFO - Epoch(train) [54][1000/5005] lr: 5.8855e-02 eta: 6:38:19 time: 0.0724 data_time: 0.0016 memory: 1679 loss: 1.8963 2022/11/28 02:54:23 - mmengine - INFO - Epoch(train) [54][1100/5005] lr: 5.8829e-02 eta: 6:38:12 time: 0.0728 data_time: 0.0016 memory: 1679 loss: 1.8629 2022/11/28 02:54:30 - mmengine - INFO - Epoch(train) [54][1200/5005] lr: 5.8803e-02 eta: 6:38:06 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 1.9653 2022/11/28 02:54:38 - mmengine - INFO - Epoch(train) [54][1300/5005] lr: 5.8778e-02 eta: 6:37:59 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 2.0922 2022/11/28 02:54:45 - mmengine - INFO - Epoch(train) [54][1400/5005] lr: 5.8752e-02 eta: 6:37:52 time: 0.0726 data_time: 0.0017 memory: 1679 loss: 1.8608 2022/11/28 02:54:52 - mmengine - INFO - Epoch(train) [54][1500/5005] lr: 5.8726e-02 eta: 6:37:45 time: 0.0719 data_time: 0.0016 memory: 1679 loss: 1.9949 2022/11/28 02:55:00 - mmengine - INFO - Epoch(train) [54][1600/5005] lr: 5.8700e-02 eta: 6:37:38 time: 0.0729 data_time: 0.0020 memory: 1679 loss: 2.0017 2022/11/28 02:55:07 - mmengine - INFO - Epoch(train) [54][1700/5005] lr: 5.8675e-02 eta: 6:37:31 time: 0.0719 data_time: 0.0015 memory: 1679 loss: 1.8752 2022/11/28 02:55:10 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:55:15 - mmengine - INFO - Epoch(train) [54][1800/5005] lr: 5.8649e-02 eta: 6:37:24 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.8093 2022/11/28 02:55:22 - mmengine - INFO - Epoch(train) [54][1900/5005] lr: 5.8623e-02 eta: 6:37:17 time: 0.0733 data_time: 0.0016 memory: 1679 loss: 2.0148 2022/11/28 02:55:30 - mmengine - INFO - Epoch(train) [54][2000/5005] lr: 5.8597e-02 eta: 6:37:10 time: 0.0728 data_time: 0.0015 memory: 1679 loss: 1.7886 2022/11/28 02:55:37 - mmengine - INFO - Epoch(train) [54][2100/5005] lr: 5.8571e-02 eta: 6:37:03 time: 0.0723 data_time: 0.0016 memory: 1679 loss: 1.7389 2022/11/28 02:55:44 - mmengine - INFO - Epoch(train) [54][2200/5005] lr: 5.8546e-02 eta: 6:36:56 time: 0.0723 data_time: 0.0016 memory: 1679 loss: 1.7422 2022/11/28 02:55:52 - mmengine - INFO - Epoch(train) [54][2300/5005] lr: 5.8520e-02 eta: 6:36:49 time: 0.0723 data_time: 0.0018 memory: 1679 loss: 1.7143 2022/11/28 02:55:59 - mmengine - INFO - Epoch(train) [54][2400/5005] lr: 5.8494e-02 eta: 6:36:42 time: 0.0724 data_time: 0.0021 memory: 1679 loss: 1.8661 2022/11/28 02:56:06 - mmengine - INFO - Epoch(train) [54][2500/5005] lr: 5.8468e-02 eta: 6:36:35 time: 0.0724 data_time: 0.0015 memory: 1679 loss: 1.9452 2022/11/28 02:56:14 - mmengine - INFO - Epoch(train) [54][2600/5005] lr: 5.8443e-02 eta: 6:36:28 time: 0.0724 data_time: 0.0016 memory: 1679 loss: 2.0647 2022/11/28 02:56:21 - mmengine - INFO - Epoch(train) [54][2700/5005] lr: 5.8417e-02 eta: 6:36:21 time: 0.0724 data_time: 0.0021 memory: 1679 loss: 1.8289 2022/11/28 02:56:24 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:56:28 - mmengine - INFO - Epoch(train) [54][2800/5005] lr: 5.8391e-02 eta: 6:36:14 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 1.8983 2022/11/28 02:56:36 - mmengine - INFO - Epoch(train) [54][2900/5005] lr: 5.8365e-02 eta: 6:36:07 time: 0.0723 data_time: 0.0016 memory: 1679 loss: 2.0216 2022/11/28 02:56:43 - mmengine - INFO - Epoch(train) [54][3000/5005] lr: 5.8339e-02 eta: 6:36:00 time: 0.0737 data_time: 0.0015 memory: 1679 loss: 1.9182 2022/11/28 02:56:51 - mmengine - INFO - Epoch(train) [54][3100/5005] lr: 5.8314e-02 eta: 6:35:53 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 1.7584 2022/11/28 02:56:58 - mmengine - INFO - Epoch(train) [54][3200/5005] lr: 5.8288e-02 eta: 6:35:46 time: 0.0719 data_time: 0.0017 memory: 1679 loss: 1.9107 2022/11/28 02:57:05 - mmengine - INFO - Epoch(train) [54][3300/5005] lr: 5.8262e-02 eta: 6:35:39 time: 0.0775 data_time: 0.0016 memory: 1679 loss: 2.0972 2022/11/28 02:57:13 - mmengine - INFO - Epoch(train) [54][3400/5005] lr: 5.8236e-02 eta: 6:35:32 time: 0.0731 data_time: 0.0017 memory: 1679 loss: 2.0504 2022/11/28 02:57:20 - mmengine - INFO - Epoch(train) [54][3500/5005] lr: 5.8211e-02 eta: 6:35:26 time: 0.0803 data_time: 0.0021 memory: 1679 loss: 2.1527 2022/11/28 02:57:28 - mmengine - INFO - Epoch(train) [54][3600/5005] lr: 5.8185e-02 eta: 6:35:19 time: 0.0727 data_time: 0.0015 memory: 1679 loss: 1.9361 2022/11/28 02:57:35 - mmengine - INFO - Epoch(train) [54][3700/5005] lr: 5.8159e-02 eta: 6:35:12 time: 0.0725 data_time: 0.0020 memory: 1679 loss: 1.7133 2022/11/28 02:57:38 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:57:43 - mmengine - INFO - Epoch(train) [54][3800/5005] lr: 5.8133e-02 eta: 6:35:05 time: 0.0727 data_time: 0.0017 memory: 1679 loss: 2.0755 2022/11/28 02:57:50 - mmengine - INFO - Epoch(train) [54][3900/5005] lr: 5.8107e-02 eta: 6:34:58 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 1.8518 2022/11/28 02:57:57 - mmengine - INFO - Epoch(train) [54][4000/5005] lr: 5.8081e-02 eta: 6:34:51 time: 0.0727 data_time: 0.0016 memory: 1679 loss: 1.7800 2022/11/28 02:58:05 - mmengine - INFO - Epoch(train) [54][4100/5005] lr: 5.8056e-02 eta: 6:34:44 time: 0.0735 data_time: 0.0016 memory: 1679 loss: 2.0658 2022/11/28 02:58:12 - mmengine - INFO - Epoch(train) [54][4200/5005] lr: 5.8030e-02 eta: 6:34:37 time: 0.0729 data_time: 0.0020 memory: 1679 loss: 1.7146 2022/11/28 02:58:19 - mmengine - INFO - Epoch(train) [54][4300/5005] lr: 5.8004e-02 eta: 6:34:30 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.9979 2022/11/28 02:58:27 - mmengine - INFO - Epoch(train) [54][4400/5005] lr: 5.7978e-02 eta: 6:34:23 time: 0.0727 data_time: 0.0017 memory: 1679 loss: 2.0211 2022/11/28 02:58:34 - mmengine - INFO - Epoch(train) [54][4500/5005] lr: 5.7952e-02 eta: 6:34:16 time: 0.0723 data_time: 0.0016 memory: 1679 loss: 1.8891 2022/11/28 02:58:42 - mmengine - INFO - Epoch(train) [54][4600/5005] lr: 5.7927e-02 eta: 6:34:09 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 1.9486 2022/11/28 02:58:49 - mmengine - INFO - Epoch(train) [54][4700/5005] lr: 5.7901e-02 eta: 6:34:02 time: 0.0724 data_time: 0.0017 memory: 1679 loss: 2.0539 2022/11/28 02:58:52 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:58:56 - mmengine - INFO - Epoch(train) [54][4800/5005] lr: 5.7875e-02 eta: 6:33:55 time: 0.0728 data_time: 0.0021 memory: 1679 loss: 1.7816 2022/11/28 02:59:04 - mmengine - INFO - Epoch(train) [54][4900/5005] lr: 5.7849e-02 eta: 6:33:48 time: 0.0722 data_time: 0.0017 memory: 1679 loss: 2.0277 2022/11/28 02:59:11 - mmengine - INFO - Epoch(train) [54][5000/5005] lr: 5.7823e-02 eta: 6:33:41 time: 0.0743 data_time: 0.0026 memory: 1679 loss: 1.9678 2022/11/28 02:59:12 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 02:59:12 - mmengine - INFO - Saving checkpoint at 54 epochs 2022/11/28 02:59:17 - mmengine - INFO - Epoch(val) [54][100/196] eta: 0:00:03 time: 0.0372 data_time: 0.0230 memory: 1679 2022/11/28 02:59:30 - mmengine - INFO - Epoch(val) [54][196/196] accuracy/top1: 62.4940 accuracy/top5: 85.1980 2022/11/28 02:59:38 - mmengine - INFO - Epoch(train) [55][ 100/5005] lr: 5.7796e-02 eta: 6:33:34 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.6745 2022/11/28 02:59:45 - mmengine - INFO - Epoch(train) [55][ 200/5005] lr: 5.7770e-02 eta: 6:33:27 time: 0.0725 data_time: 0.0017 memory: 1679 loss: 1.9624 2022/11/28 02:59:53 - mmengine - INFO - Epoch(train) [55][ 300/5005] lr: 5.7744e-02 eta: 6:33:20 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.6793 2022/11/28 03:00:00 - mmengine - INFO - Epoch(train) [55][ 400/5005] lr: 5.7719e-02 eta: 6:33:13 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 1.7794 2022/11/28 03:00:07 - mmengine - INFO - Epoch(train) [55][ 500/5005] lr: 5.7693e-02 eta: 6:33:06 time: 0.0732 data_time: 0.0016 memory: 1679 loss: 1.9012 2022/11/28 03:00:15 - mmengine - INFO - Epoch(train) [55][ 600/5005] lr: 5.7667e-02 eta: 6:32:59 time: 0.0729 data_time: 0.0017 memory: 1679 loss: 1.7383 2022/11/28 03:00:22 - mmengine - INFO - Epoch(train) [55][ 700/5005] lr: 5.7641e-02 eta: 6:32:52 time: 0.0724 data_time: 0.0017 memory: 1679 loss: 1.8737 2022/11/28 03:00:25 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:00:30 - mmengine - INFO - Epoch(train) [55][ 800/5005] lr: 5.7615e-02 eta: 6:32:45 time: 0.0720 data_time: 0.0016 memory: 1679 loss: 1.9971 2022/11/28 03:00:37 - mmengine - INFO - Epoch(train) [55][ 900/5005] lr: 5.7589e-02 eta: 6:32:38 time: 0.0721 data_time: 0.0016 memory: 1679 loss: 1.9732 2022/11/28 03:00:44 - mmengine - INFO - Epoch(train) [55][1000/5005] lr: 5.7564e-02 eta: 6:32:31 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 1.8858 2022/11/28 03:00:52 - mmengine - INFO - Epoch(train) [55][1100/5005] lr: 5.7538e-02 eta: 6:32:24 time: 0.0729 data_time: 0.0016 memory: 1679 loss: 1.7927 2022/11/28 03:00:59 - mmengine - INFO - Epoch(train) [55][1200/5005] lr: 5.7512e-02 eta: 6:32:17 time: 0.0720 data_time: 0.0017 memory: 1679 loss: 1.7500 2022/11/28 03:01:06 - mmengine - INFO - Epoch(train) [55][1300/5005] lr: 5.7486e-02 eta: 6:32:10 time: 0.0724 data_time: 0.0016 memory: 1679 loss: 1.9453 2022/11/28 03:01:14 - mmengine - INFO - Epoch(train) [55][1400/5005] lr: 5.7460e-02 eta: 6:32:03 time: 0.0727 data_time: 0.0022 memory: 1679 loss: 2.0535 2022/11/28 03:01:21 - mmengine - INFO - Epoch(train) [55][1500/5005] lr: 5.7434e-02 eta: 6:31:56 time: 0.0718 data_time: 0.0016 memory: 1679 loss: 1.7160 2022/11/28 03:01:29 - mmengine - INFO - Epoch(train) [55][1600/5005] lr: 5.7408e-02 eta: 6:31:49 time: 0.0723 data_time: 0.0016 memory: 1679 loss: 1.8202 2022/11/28 03:01:36 - mmengine - INFO - Epoch(train) [55][1700/5005] lr: 5.7383e-02 eta: 6:31:42 time: 0.0718 data_time: 0.0016 memory: 1679 loss: 1.6616 2022/11/28 03:01:38 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:01:43 - mmengine - INFO - Epoch(train) [55][1800/5005] lr: 5.7357e-02 eta: 6:31:35 time: 0.0722 data_time: 0.0021 memory: 1679 loss: 1.8131 2022/11/28 03:01:51 - mmengine - INFO - Epoch(train) [55][1900/5005] lr: 5.7331e-02 eta: 6:31:28 time: 0.0719 data_time: 0.0017 memory: 1679 loss: 1.8804 2022/11/28 03:01:58 - mmengine - INFO - Epoch(train) [55][2000/5005] lr: 5.7305e-02 eta: 6:31:21 time: 0.0738 data_time: 0.0016 memory: 1679 loss: 1.7704 2022/11/28 03:02:05 - mmengine - INFO - Epoch(train) [55][2100/5005] lr: 5.7279e-02 eta: 6:31:14 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.9615 2022/11/28 03:02:13 - mmengine - INFO - Epoch(train) [55][2200/5005] lr: 5.7253e-02 eta: 6:31:07 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 1.8191 2022/11/28 03:02:20 - mmengine - INFO - Epoch(train) [55][2300/5005] lr: 5.7227e-02 eta: 6:31:01 time: 0.0802 data_time: 0.0016 memory: 1679 loss: 2.0724 2022/11/28 03:02:28 - mmengine - INFO - Epoch(train) [55][2400/5005] lr: 5.7201e-02 eta: 6:30:54 time: 0.0734 data_time: 0.0016 memory: 1679 loss: 1.7672 2022/11/28 03:02:35 - mmengine - INFO - Epoch(train) [55][2500/5005] lr: 5.7176e-02 eta: 6:30:47 time: 0.0728 data_time: 0.0016 memory: 1679 loss: 1.6917 2022/11/28 03:02:43 - mmengine - INFO - Epoch(train) [55][2600/5005] lr: 5.7150e-02 eta: 6:30:40 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.9342 2022/11/28 03:02:50 - mmengine - INFO - Epoch(train) [55][2700/5005] lr: 5.7124e-02 eta: 6:30:33 time: 0.0720 data_time: 0.0016 memory: 1679 loss: 1.8684 2022/11/28 03:02:52 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:02:57 - mmengine - INFO - Epoch(train) [55][2800/5005] lr: 5.7098e-02 eta: 6:30:26 time: 0.0731 data_time: 0.0016 memory: 1679 loss: 1.9325 2022/11/28 03:03:05 - mmengine - INFO - Epoch(train) [55][2900/5005] lr: 5.7072e-02 eta: 6:30:19 time: 0.0729 data_time: 0.0022 memory: 1679 loss: 1.9230 2022/11/28 03:03:12 - mmengine - INFO - Epoch(train) [55][3000/5005] lr: 5.7046e-02 eta: 6:30:12 time: 0.0726 data_time: 0.0018 memory: 1679 loss: 1.9191 2022/11/28 03:03:20 - mmengine - INFO - Epoch(train) [55][3100/5005] lr: 5.7020e-02 eta: 6:30:05 time: 0.0727 data_time: 0.0022 memory: 1679 loss: 1.9696 2022/11/28 03:03:27 - mmengine - INFO - Epoch(train) [55][3200/5005] lr: 5.6994e-02 eta: 6:29:58 time: 0.0815 data_time: 0.0016 memory: 1679 loss: 1.8419 2022/11/28 03:03:34 - mmengine - INFO - Epoch(train) [55][3300/5005] lr: 5.6968e-02 eta: 6:29:51 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.5551 2022/11/28 03:03:42 - mmengine - INFO - Epoch(train) [55][3400/5005] lr: 5.6943e-02 eta: 6:29:44 time: 0.0717 data_time: 0.0016 memory: 1679 loss: 1.9399 2022/11/28 03:03:49 - mmengine - INFO - Epoch(train) [55][3500/5005] lr: 5.6917e-02 eta: 6:29:37 time: 0.0731 data_time: 0.0016 memory: 1679 loss: 1.9408 2022/11/28 03:03:57 - mmengine - INFO - Epoch(train) [55][3600/5005] lr: 5.6891e-02 eta: 6:29:30 time: 0.0724 data_time: 0.0016 memory: 1679 loss: 1.8445 2022/11/28 03:04:04 - mmengine - INFO - Epoch(train) [55][3700/5005] lr: 5.6865e-02 eta: 6:29:23 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 1.9705 2022/11/28 03:04:06 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:04:11 - mmengine - INFO - Epoch(train) [55][3800/5005] lr: 5.6839e-02 eta: 6:29:16 time: 0.0724 data_time: 0.0016 memory: 1679 loss: 2.0916 2022/11/28 03:04:19 - mmengine - INFO - Epoch(train) [55][3900/5005] lr: 5.6813e-02 eta: 6:29:09 time: 0.0721 data_time: 0.0016 memory: 1679 loss: 1.8710 2022/11/28 03:04:26 - mmengine - INFO - Epoch(train) [55][4000/5005] lr: 5.6787e-02 eta: 6:29:02 time: 0.0724 data_time: 0.0016 memory: 1679 loss: 1.9043 2022/11/28 03:04:34 - mmengine - INFO - Epoch(train) [55][4100/5005] lr: 5.6761e-02 eta: 6:28:55 time: 0.0738 data_time: 0.0021 memory: 1679 loss: 1.8447 2022/11/28 03:04:41 - mmengine - INFO - Epoch(train) [55][4200/5005] lr: 5.6735e-02 eta: 6:28:48 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.7273 2022/11/28 03:04:49 - mmengine - INFO - Epoch(train) [55][4300/5005] lr: 5.6709e-02 eta: 6:28:41 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.8957 2022/11/28 03:04:56 - mmengine - INFO - Epoch(train) [55][4400/5005] lr: 5.6683e-02 eta: 6:28:34 time: 0.0728 data_time: 0.0015 memory: 1679 loss: 2.0120 2022/11/28 03:05:03 - mmengine - INFO - Epoch(train) [55][4500/5005] lr: 5.6657e-02 eta: 6:28:27 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 1.6855 2022/11/28 03:05:11 - mmengine - INFO - Epoch(train) [55][4600/5005] lr: 5.6632e-02 eta: 6:28:20 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 1.9465 2022/11/28 03:05:18 - mmengine - INFO - Epoch(train) [55][4700/5005] lr: 5.6606e-02 eta: 6:28:13 time: 0.0725 data_time: 0.0017 memory: 1679 loss: 1.8920 2022/11/28 03:05:20 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:05:25 - mmengine - INFO - Epoch(train) [55][4800/5005] lr: 5.6580e-02 eta: 6:28:06 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.6514 2022/11/28 03:05:33 - mmengine - INFO - Epoch(train) [55][4900/5005] lr: 5.6554e-02 eta: 6:27:59 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 1.9152 2022/11/28 03:05:40 - mmengine - INFO - Epoch(train) [55][5000/5005] lr: 5.6528e-02 eta: 6:27:52 time: 0.0813 data_time: 0.0024 memory: 1679 loss: 1.8595 2022/11/28 03:05:41 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:05:41 - mmengine - INFO - Saving checkpoint at 55 epochs 2022/11/28 03:05:46 - mmengine - INFO - Epoch(val) [55][100/196] eta: 0:00:04 time: 0.0410 data_time: 0.0272 memory: 1679 2022/11/28 03:05:59 - mmengine - INFO - Epoch(val) [55][196/196] accuracy/top1: 62.3800 accuracy/top5: 85.0480 2022/11/28 03:06:07 - mmengine - INFO - Epoch(train) [56][ 100/5005] lr: 5.6501e-02 eta: 6:27:45 time: 0.0834 data_time: 0.0015 memory: 1679 loss: 1.8158 2022/11/28 03:06:14 - mmengine - INFO - Epoch(train) [56][ 200/5005] lr: 5.6475e-02 eta: 6:27:39 time: 0.0730 data_time: 0.0015 memory: 1679 loss: 1.8690 2022/11/28 03:06:22 - mmengine - INFO - Epoch(train) [56][ 300/5005] lr: 5.6449e-02 eta: 6:27:32 time: 0.0735 data_time: 0.0015 memory: 1679 loss: 1.6749 2022/11/28 03:06:29 - mmengine - INFO - Epoch(train) [56][ 400/5005] lr: 5.6423e-02 eta: 6:27:25 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.8982 2022/11/28 03:06:37 - mmengine - INFO - Epoch(train) [56][ 500/5005] lr: 5.6397e-02 eta: 6:27:18 time: 0.0737 data_time: 0.0016 memory: 1679 loss: 1.8988 2022/11/28 03:06:44 - mmengine - INFO - Epoch(train) [56][ 600/5005] lr: 5.6371e-02 eta: 6:27:11 time: 0.0732 data_time: 0.0017 memory: 1679 loss: 2.0277 2022/11/28 03:06:52 - mmengine - INFO - Epoch(train) [56][ 700/5005] lr: 5.6345e-02 eta: 6:27:04 time: 0.0913 data_time: 0.0016 memory: 1679 loss: 1.6073 2022/11/28 03:06:54 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:06:59 - mmengine - INFO - Epoch(train) [56][ 800/5005] lr: 5.6319e-02 eta: 6:26:57 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 1.7272 2022/11/28 03:07:07 - mmengine - INFO - Epoch(train) [56][ 900/5005] lr: 5.6293e-02 eta: 6:26:50 time: 0.0727 data_time: 0.0016 memory: 1679 loss: 2.0640 2022/11/28 03:07:14 - mmengine - INFO - Epoch(train) [56][1000/5005] lr: 5.6267e-02 eta: 6:26:43 time: 0.0731 data_time: 0.0026 memory: 1679 loss: 1.7857 2022/11/28 03:07:21 - mmengine - INFO - Epoch(train) [56][1100/5005] lr: 5.6241e-02 eta: 6:26:36 time: 0.0727 data_time: 0.0016 memory: 1679 loss: 1.6949 2022/11/28 03:07:29 - mmengine - INFO - Epoch(train) [56][1200/5005] lr: 5.6215e-02 eta: 6:26:29 time: 0.0728 data_time: 0.0016 memory: 1679 loss: 1.8123 2022/11/28 03:07:36 - mmengine - INFO - Epoch(train) [56][1300/5005] lr: 5.6189e-02 eta: 6:26:22 time: 0.0734 data_time: 0.0017 memory: 1679 loss: 1.6943 2022/11/28 03:07:44 - mmengine - INFO - Epoch(train) [56][1400/5005] lr: 5.6163e-02 eta: 6:26:15 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 1.6823 2022/11/28 03:07:51 - mmengine - INFO - Epoch(train) [56][1500/5005] lr: 5.6137e-02 eta: 6:26:08 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 2.1012 2022/11/28 03:07:59 - mmengine - INFO - Epoch(train) [56][1600/5005] lr: 5.6111e-02 eta: 6:26:01 time: 0.0732 data_time: 0.0016 memory: 1679 loss: 1.6217 2022/11/28 03:08:06 - mmengine - INFO - Epoch(train) [56][1700/5005] lr: 5.6086e-02 eta: 6:25:55 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.7965 2022/11/28 03:08:08 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:08:13 - mmengine - INFO - Epoch(train) [56][1800/5005] lr: 5.6060e-02 eta: 6:25:48 time: 0.0735 data_time: 0.0020 memory: 1679 loss: 1.9899 2022/11/28 03:08:21 - mmengine - INFO - Epoch(train) [56][1900/5005] lr: 5.6034e-02 eta: 6:25:41 time: 0.0734 data_time: 0.0017 memory: 1679 loss: 1.8194 2022/11/28 03:08:28 - mmengine - INFO - Epoch(train) [56][2000/5005] lr: 5.6008e-02 eta: 6:25:34 time: 0.0726 data_time: 0.0021 memory: 1679 loss: 1.8238 2022/11/28 03:08:36 - mmengine - INFO - Epoch(train) [56][2100/5005] lr: 5.5982e-02 eta: 6:25:27 time: 0.0733 data_time: 0.0015 memory: 1679 loss: 1.8022 2022/11/28 03:08:43 - mmengine - INFO - Epoch(train) [56][2200/5005] lr: 5.5956e-02 eta: 6:25:20 time: 0.0727 data_time: 0.0016 memory: 1679 loss: 1.7501 2022/11/28 03:08:51 - mmengine - INFO - Epoch(train) [56][2300/5005] lr: 5.5930e-02 eta: 6:25:13 time: 0.0727 data_time: 0.0016 memory: 1679 loss: 1.7268 2022/11/28 03:08:58 - mmengine - INFO - Epoch(train) [56][2400/5005] lr: 5.5904e-02 eta: 6:25:06 time: 0.0728 data_time: 0.0015 memory: 1679 loss: 2.1094 2022/11/28 03:09:05 - mmengine - INFO - Epoch(train) [56][2500/5005] lr: 5.5878e-02 eta: 6:24:59 time: 0.0727 data_time: 0.0016 memory: 1679 loss: 1.7348 2022/11/28 03:09:13 - mmengine - INFO - Epoch(train) [56][2600/5005] lr: 5.5852e-02 eta: 6:24:52 time: 0.0729 data_time: 0.0017 memory: 1679 loss: 1.9313 2022/11/28 03:09:20 - mmengine - INFO - Epoch(train) [56][2700/5005] lr: 5.5826e-02 eta: 6:24:45 time: 0.0729 data_time: 0.0022 memory: 1679 loss: 1.7399 2022/11/28 03:09:22 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:09:28 - mmengine - INFO - Epoch(train) [56][2800/5005] lr: 5.5800e-02 eta: 6:24:38 time: 0.0730 data_time: 0.0016 memory: 1679 loss: 1.6805 2022/11/28 03:09:35 - mmengine - INFO - Epoch(train) [56][2900/5005] lr: 5.5774e-02 eta: 6:24:31 time: 0.0720 data_time: 0.0018 memory: 1679 loss: 1.8598 2022/11/28 03:09:43 - mmengine - INFO - Epoch(train) [56][3000/5005] lr: 5.5748e-02 eta: 6:24:24 time: 0.0729 data_time: 0.0016 memory: 1679 loss: 1.9353 2022/11/28 03:09:50 - mmengine - INFO - Epoch(train) [56][3100/5005] lr: 5.5722e-02 eta: 6:24:17 time: 0.0731 data_time: 0.0018 memory: 1679 loss: 1.8037 2022/11/28 03:09:57 - mmengine - INFO - Epoch(train) [56][3200/5005] lr: 5.5696e-02 eta: 6:24:10 time: 0.0729 data_time: 0.0023 memory: 1679 loss: 1.9836 2022/11/28 03:10:05 - mmengine - INFO - Epoch(train) [56][3300/5005] lr: 5.5670e-02 eta: 6:24:03 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.7660 2022/11/28 03:10:12 - mmengine - INFO - Epoch(train) [56][3400/5005] lr: 5.5644e-02 eta: 6:23:56 time: 0.0734 data_time: 0.0016 memory: 1679 loss: 1.9994 2022/11/28 03:10:19 - mmengine - INFO - Epoch(train) [56][3500/5005] lr: 5.5618e-02 eta: 6:23:49 time: 0.0721 data_time: 0.0016 memory: 1679 loss: 1.6184 2022/11/28 03:10:27 - mmengine - INFO - Epoch(train) [56][3600/5005] lr: 5.5592e-02 eta: 6:23:42 time: 0.0727 data_time: 0.0016 memory: 1679 loss: 1.7713 2022/11/28 03:10:34 - mmengine - INFO - Epoch(train) [56][3700/5005] lr: 5.5566e-02 eta: 6:23:35 time: 0.0726 data_time: 0.0021 memory: 1679 loss: 1.9752 2022/11/28 03:10:36 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:10:42 - mmengine - INFO - Epoch(train) [56][3800/5005] lr: 5.5540e-02 eta: 6:23:28 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.9205 2022/11/28 03:10:49 - mmengine - INFO - Epoch(train) [56][3900/5005] lr: 5.5514e-02 eta: 6:23:21 time: 0.0725 data_time: 0.0015 memory: 1679 loss: 1.9808 2022/11/28 03:10:57 - mmengine - INFO - Epoch(train) [56][4000/5005] lr: 5.5488e-02 eta: 6:23:14 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.7235 2022/11/28 03:11:04 - mmengine - INFO - Epoch(train) [56][4100/5005] lr: 5.5462e-02 eta: 6:23:07 time: 0.0723 data_time: 0.0017 memory: 1679 loss: 1.9628 2022/11/28 03:11:11 - mmengine - INFO - Epoch(train) [56][4200/5005] lr: 5.5436e-02 eta: 6:23:00 time: 0.0728 data_time: 0.0016 memory: 1679 loss: 1.9274 2022/11/28 03:11:19 - mmengine - INFO - Epoch(train) [56][4300/5005] lr: 5.5410e-02 eta: 6:22:53 time: 0.0731 data_time: 0.0016 memory: 1679 loss: 1.8210 2022/11/28 03:11:26 - mmengine - INFO - Epoch(train) [56][4400/5005] lr: 5.5384e-02 eta: 6:22:46 time: 0.0724 data_time: 0.0018 memory: 1679 loss: 1.9318 2022/11/28 03:11:34 - mmengine - INFO - Epoch(train) [56][4500/5005] lr: 5.5358e-02 eta: 6:22:39 time: 0.0728 data_time: 0.0016 memory: 1679 loss: 1.7514 2022/11/28 03:11:41 - mmengine - INFO - Epoch(train) [56][4600/5005] lr: 5.5332e-02 eta: 6:22:32 time: 0.0725 data_time: 0.0019 memory: 1679 loss: 2.0799 2022/11/28 03:11:49 - mmengine - INFO - Epoch(train) [56][4700/5005] lr: 5.5306e-02 eta: 6:22:26 time: 0.0736 data_time: 0.0016 memory: 1679 loss: 1.6885 2022/11/28 03:11:50 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:11:56 - mmengine - INFO - Epoch(train) [56][4800/5005] lr: 5.5280e-02 eta: 6:22:19 time: 0.0729 data_time: 0.0016 memory: 1679 loss: 1.7665 2022/11/28 03:12:03 - mmengine - INFO - Epoch(train) [56][4900/5005] lr: 5.5254e-02 eta: 6:22:12 time: 0.0724 data_time: 0.0021 memory: 1679 loss: 1.8111 2022/11/28 03:12:11 - mmengine - INFO - Epoch(train) [56][5000/5005] lr: 5.5228e-02 eta: 6:22:05 time: 0.0741 data_time: 0.0025 memory: 1679 loss: 1.8104 2022/11/28 03:12:11 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:12:11 - mmengine - INFO - Saving checkpoint at 56 epochs 2022/11/28 03:12:16 - mmengine - INFO - Epoch(val) [56][100/196] eta: 0:00:04 time: 0.0414 data_time: 0.0278 memory: 1679 2022/11/28 03:12:30 - mmengine - INFO - Epoch(val) [56][196/196] accuracy/top1: 62.3000 accuracy/top5: 84.9200 2022/11/28 03:12:37 - mmengine - INFO - Epoch(train) [57][ 100/5005] lr: 5.5201e-02 eta: 6:21:58 time: 0.0819 data_time: 0.0083 memory: 1679 loss: 1.7660 2022/11/28 03:12:45 - mmengine - INFO - Epoch(train) [57][ 200/5005] lr: 5.5175e-02 eta: 6:21:51 time: 0.0731 data_time: 0.0022 memory: 1679 loss: 1.7630 2022/11/28 03:12:52 - mmengine - INFO - Epoch(train) [57][ 300/5005] lr: 5.5149e-02 eta: 6:21:44 time: 0.0737 data_time: 0.0016 memory: 1679 loss: 1.7338 2022/11/28 03:13:00 - mmengine - INFO - Epoch(train) [57][ 400/5005] lr: 5.5123e-02 eta: 6:21:37 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.8511 2022/11/28 03:13:07 - mmengine - INFO - Epoch(train) [57][ 500/5005] lr: 5.5097e-02 eta: 6:21:30 time: 0.0733 data_time: 0.0021 memory: 1679 loss: 1.6786 2022/11/28 03:13:15 - mmengine - INFO - Epoch(train) [57][ 600/5005] lr: 5.5071e-02 eta: 6:21:23 time: 0.0734 data_time: 0.0017 memory: 1679 loss: 1.9570 2022/11/28 03:13:22 - mmengine - INFO - Epoch(train) [57][ 700/5005] lr: 5.5045e-02 eta: 6:21:16 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 1.7872 2022/11/28 03:13:24 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:13:29 - mmengine - INFO - Epoch(train) [57][ 800/5005] lr: 5.5019e-02 eta: 6:21:09 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 1.9245 2022/11/28 03:13:37 - mmengine - INFO - Epoch(train) [57][ 900/5005] lr: 5.4993e-02 eta: 6:21:02 time: 0.0727 data_time: 0.0016 memory: 1679 loss: 1.9667 2022/11/28 03:13:44 - mmengine - INFO - Epoch(train) [57][1000/5005] lr: 5.4967e-02 eta: 6:20:55 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 2.0920 2022/11/28 03:13:52 - mmengine - INFO - Epoch(train) [57][1100/5005] lr: 5.4940e-02 eta: 6:20:48 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.8416 2022/11/28 03:13:59 - mmengine - INFO - Epoch(train) [57][1200/5005] lr: 5.4914e-02 eta: 6:20:41 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.9237 2022/11/28 03:14:07 - mmengine - INFO - Epoch(train) [57][1300/5005] lr: 5.4888e-02 eta: 6:20:34 time: 0.0729 data_time: 0.0016 memory: 1679 loss: 1.8436 2022/11/28 03:14:14 - mmengine - INFO - Epoch(train) [57][1400/5005] lr: 5.4862e-02 eta: 6:20:27 time: 0.0738 data_time: 0.0016 memory: 1679 loss: 1.7756 2022/11/28 03:14:21 - mmengine - INFO - Epoch(train) [57][1500/5005] lr: 5.4836e-02 eta: 6:20:20 time: 0.0731 data_time: 0.0018 memory: 1679 loss: 1.9009 2022/11/28 03:14:29 - mmengine - INFO - Epoch(train) [57][1600/5005] lr: 5.4810e-02 eta: 6:20:13 time: 0.0721 data_time: 0.0017 memory: 1679 loss: 1.7902 2022/11/28 03:14:36 - mmengine - INFO - Epoch(train) [57][1700/5005] lr: 5.4784e-02 eta: 6:20:06 time: 0.0726 data_time: 0.0017 memory: 1679 loss: 1.9503 2022/11/28 03:14:37 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:14:44 - mmengine - INFO - Epoch(train) [57][1800/5005] lr: 5.4758e-02 eta: 6:19:59 time: 0.0739 data_time: 0.0016 memory: 1679 loss: 1.6644 2022/11/28 03:14:51 - mmengine - INFO - Epoch(train) [57][1900/5005] lr: 5.4732e-02 eta: 6:19:52 time: 0.0729 data_time: 0.0020 memory: 1679 loss: 1.7225 2022/11/28 03:14:58 - mmengine - INFO - Epoch(train) [57][2000/5005] lr: 5.4706e-02 eta: 6:19:45 time: 0.0727 data_time: 0.0016 memory: 1679 loss: 1.7055 2022/11/28 03:15:06 - mmengine - INFO - Epoch(train) [57][2100/5005] lr: 5.4680e-02 eta: 6:19:38 time: 0.0724 data_time: 0.0017 memory: 1679 loss: 1.7733 2022/11/28 03:15:13 - mmengine - INFO - Epoch(train) [57][2200/5005] lr: 5.4654e-02 eta: 6:19:31 time: 0.0735 data_time: 0.0016 memory: 1679 loss: 1.7851 2022/11/28 03:15:21 - mmengine - INFO - Epoch(train) [57][2300/5005] lr: 5.4628e-02 eta: 6:19:24 time: 0.0727 data_time: 0.0022 memory: 1679 loss: 2.0652 2022/11/28 03:15:28 - mmengine - INFO - Epoch(train) [57][2400/5005] lr: 5.4602e-02 eta: 6:19:17 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.8219 2022/11/28 03:15:35 - mmengine - INFO - Epoch(train) [57][2500/5005] lr: 5.4576e-02 eta: 6:19:10 time: 0.0725 data_time: 0.0021 memory: 1679 loss: 2.1000 2022/11/28 03:15:43 - mmengine - INFO - Epoch(train) [57][2600/5005] lr: 5.4550e-02 eta: 6:19:04 time: 0.0736 data_time: 0.0016 memory: 1679 loss: 1.8329 2022/11/28 03:15:50 - mmengine - INFO - Epoch(train) [57][2700/5005] lr: 5.4524e-02 eta: 6:18:57 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.8016 2022/11/28 03:15:52 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:15:58 - mmengine - INFO - Epoch(train) [57][2800/5005] lr: 5.4498e-02 eta: 6:18:50 time: 0.0723 data_time: 0.0016 memory: 1679 loss: 1.8537 2022/11/28 03:16:05 - mmengine - INFO - Epoch(train) [57][2900/5005] lr: 5.4472e-02 eta: 6:18:43 time: 0.0726 data_time: 0.0017 memory: 1679 loss: 2.0478 2022/11/28 03:16:13 - mmengine - INFO - Epoch(train) [57][3000/5005] lr: 5.4446e-02 eta: 6:18:36 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 1.7726 2022/11/28 03:16:20 - mmengine - INFO - Epoch(train) [57][3100/5005] lr: 5.4420e-02 eta: 6:18:29 time: 0.0729 data_time: 0.0016 memory: 1679 loss: 1.9671 2022/11/28 03:16:27 - mmengine - INFO - Epoch(train) [57][3200/5005] lr: 5.4394e-02 eta: 6:18:22 time: 0.0728 data_time: 0.0016 memory: 1679 loss: 1.8199 2022/11/28 03:16:35 - mmengine - INFO - Epoch(train) [57][3300/5005] lr: 5.4368e-02 eta: 6:18:15 time: 0.0725 data_time: 0.0022 memory: 1679 loss: 1.7543 2022/11/28 03:16:42 - mmengine - INFO - Epoch(train) [57][3400/5005] lr: 5.4342e-02 eta: 6:18:08 time: 0.0729 data_time: 0.0016 memory: 1679 loss: 1.9452 2022/11/28 03:16:50 - mmengine - INFO - Epoch(train) [57][3500/5005] lr: 5.4315e-02 eta: 6:18:01 time: 0.0730 data_time: 0.0018 memory: 1679 loss: 1.9042 2022/11/28 03:16:57 - mmengine - INFO - Epoch(train) [57][3600/5005] lr: 5.4289e-02 eta: 6:17:54 time: 0.0742 data_time: 0.0016 memory: 1679 loss: 1.7209 2022/11/28 03:17:05 - mmengine - INFO - Epoch(train) [57][3700/5005] lr: 5.4263e-02 eta: 6:17:47 time: 0.0725 data_time: 0.0017 memory: 1679 loss: 1.7376 2022/11/28 03:17:06 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:17:12 - mmengine - INFO - Epoch(train) [57][3800/5005] lr: 5.4237e-02 eta: 6:17:40 time: 0.0725 data_time: 0.0017 memory: 1679 loss: 1.8533 2022/11/28 03:17:19 - mmengine - INFO - Epoch(train) [57][3900/5005] lr: 5.4211e-02 eta: 6:17:33 time: 0.0728 data_time: 0.0016 memory: 1679 loss: 1.8700 2022/11/28 03:17:27 - mmengine - INFO - Epoch(train) [57][4000/5005] lr: 5.4185e-02 eta: 6:17:26 time: 0.0731 data_time: 0.0017 memory: 1679 loss: 2.0114 2022/11/28 03:17:34 - mmengine - INFO - Epoch(train) [57][4100/5005] lr: 5.4159e-02 eta: 6:17:19 time: 0.0734 data_time: 0.0023 memory: 1679 loss: 1.6858 2022/11/28 03:17:42 - mmengine - INFO - Epoch(train) [57][4200/5005] lr: 5.4133e-02 eta: 6:17:12 time: 0.0739 data_time: 0.0016 memory: 1679 loss: 1.7148 2022/11/28 03:17:49 - mmengine - INFO - Epoch(train) [57][4300/5005] lr: 5.4107e-02 eta: 6:17:05 time: 0.0729 data_time: 0.0016 memory: 1679 loss: 1.8269 2022/11/28 03:17:57 - mmengine - INFO - Epoch(train) [57][4400/5005] lr: 5.4081e-02 eta: 6:16:58 time: 0.0724 data_time: 0.0017 memory: 1679 loss: 1.8093 2022/11/28 03:18:04 - mmengine - INFO - Epoch(train) [57][4500/5005] lr: 5.4055e-02 eta: 6:16:51 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.7214 2022/11/28 03:18:11 - mmengine - INFO - Epoch(train) [57][4600/5005] lr: 5.4029e-02 eta: 6:16:44 time: 0.0725 data_time: 0.0017 memory: 1679 loss: 1.8615 2022/11/28 03:18:19 - mmengine - INFO - Epoch(train) [57][4700/5005] lr: 5.4003e-02 eta: 6:16:37 time: 0.0740 data_time: 0.0016 memory: 1679 loss: 1.7211 2022/11/28 03:18:20 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:18:26 - mmengine - INFO - Epoch(train) [57][4800/5005] lr: 5.3977e-02 eta: 6:16:30 time: 0.0725 data_time: 0.0017 memory: 1679 loss: 2.0190 2022/11/28 03:18:34 - mmengine - INFO - Epoch(train) [57][4900/5005] lr: 5.3951e-02 eta: 6:16:23 time: 0.0724 data_time: 0.0016 memory: 1679 loss: 1.9399 2022/11/28 03:18:41 - mmengine - INFO - Epoch(train) [57][5000/5005] lr: 5.3925e-02 eta: 6:16:16 time: 0.0739 data_time: 0.0027 memory: 1679 loss: 2.1240 2022/11/28 03:18:42 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:18:42 - mmengine - INFO - Saving checkpoint at 57 epochs 2022/11/28 03:18:47 - mmengine - INFO - Epoch(val) [57][100/196] eta: 0:00:04 time: 0.0406 data_time: 0.0267 memory: 1679 2022/11/28 03:19:00 - mmengine - INFO - Epoch(val) [57][196/196] accuracy/top1: 63.1860 accuracy/top5: 85.6000 2022/11/28 03:19:08 - mmengine - INFO - Epoch(train) [58][ 100/5005] lr: 5.3897e-02 eta: 6:16:09 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 1.6903 2022/11/28 03:19:15 - mmengine - INFO - Epoch(train) [58][ 200/5005] lr: 5.3871e-02 eta: 6:16:02 time: 0.0734 data_time: 0.0022 memory: 1679 loss: 1.7575 2022/11/28 03:19:23 - mmengine - INFO - Epoch(train) [58][ 300/5005] lr: 5.3845e-02 eta: 6:15:55 time: 0.0731 data_time: 0.0015 memory: 1679 loss: 1.8396 2022/11/28 03:19:30 - mmengine - INFO - Epoch(train) [58][ 400/5005] lr: 5.3819e-02 eta: 6:15:48 time: 0.0727 data_time: 0.0019 memory: 1679 loss: 1.8132 2022/11/28 03:19:38 - mmengine - INFO - Epoch(train) [58][ 500/5005] lr: 5.3793e-02 eta: 6:15:41 time: 0.0736 data_time: 0.0016 memory: 1679 loss: 2.0005 2022/11/28 03:19:45 - mmengine - INFO - Epoch(train) [58][ 600/5005] lr: 5.3767e-02 eta: 6:15:34 time: 0.0720 data_time: 0.0017 memory: 1679 loss: 1.8249 2022/11/28 03:19:52 - mmengine - INFO - Epoch(train) [58][ 700/5005] lr: 5.3741e-02 eta: 6:15:27 time: 0.0730 data_time: 0.0017 memory: 1679 loss: 1.9382 2022/11/28 03:19:54 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:20:00 - mmengine - INFO - Epoch(train) [58][ 800/5005] lr: 5.3715e-02 eta: 6:15:21 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.9513 2022/11/28 03:20:07 - mmengine - INFO - Epoch(train) [58][ 900/5005] lr: 5.3689e-02 eta: 6:15:14 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.6631 2022/11/28 03:20:15 - mmengine - INFO - Epoch(train) [58][1000/5005] lr: 5.3662e-02 eta: 6:15:07 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.7200 2022/11/28 03:20:22 - mmengine - INFO - Epoch(train) [58][1100/5005] lr: 5.3636e-02 eta: 6:15:00 time: 0.0734 data_time: 0.0022 memory: 1679 loss: 1.6119 2022/11/28 03:20:30 - mmengine - INFO - Epoch(train) [58][1200/5005] lr: 5.3610e-02 eta: 6:14:53 time: 0.0729 data_time: 0.0017 memory: 1679 loss: 1.6196 2022/11/28 03:20:37 - mmengine - INFO - Epoch(train) [58][1300/5005] lr: 5.3584e-02 eta: 6:14:46 time: 0.0726 data_time: 0.0017 memory: 1679 loss: 1.9009 2022/11/28 03:20:44 - mmengine - INFO - Epoch(train) [58][1400/5005] lr: 5.3558e-02 eta: 6:14:39 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 1.6482 2022/11/28 03:20:52 - mmengine - INFO - Epoch(train) [58][1500/5005] lr: 5.3532e-02 eta: 6:14:32 time: 0.0734 data_time: 0.0022 memory: 1679 loss: 1.7808 2022/11/28 03:20:59 - mmengine - INFO - Epoch(train) [58][1600/5005] lr: 5.3506e-02 eta: 6:14:25 time: 0.0725 data_time: 0.0022 memory: 1679 loss: 1.7484 2022/11/28 03:21:07 - mmengine - INFO - Epoch(train) [58][1700/5005] lr: 5.3480e-02 eta: 6:14:18 time: 0.0729 data_time: 0.0016 memory: 1679 loss: 1.8018 2022/11/28 03:21:08 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:21:14 - mmengine - INFO - Epoch(train) [58][1800/5005] lr: 5.3454e-02 eta: 6:14:11 time: 0.0722 data_time: 0.0017 memory: 1679 loss: 1.6835 2022/11/28 03:21:22 - mmengine - INFO - Epoch(train) [58][1900/5005] lr: 5.3428e-02 eta: 6:14:04 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.8612 2022/11/28 03:21:29 - mmengine - INFO - Epoch(train) [58][2000/5005] lr: 5.3402e-02 eta: 6:13:57 time: 0.0779 data_time: 0.0016 memory: 1679 loss: 1.7919 2022/11/28 03:21:37 - mmengine - INFO - Epoch(train) [58][2100/5005] lr: 5.3375e-02 eta: 6:13:50 time: 0.0734 data_time: 0.0016 memory: 1679 loss: 1.9630 2022/11/28 03:21:44 - mmengine - INFO - Epoch(train) [58][2200/5005] lr: 5.3349e-02 eta: 6:13:43 time: 0.0730 data_time: 0.0022 memory: 1679 loss: 1.7705 2022/11/28 03:21:52 - mmengine - INFO - Epoch(train) [58][2300/5005] lr: 5.3323e-02 eta: 6:13:36 time: 0.0746 data_time: 0.0022 memory: 1679 loss: 2.1065 2022/11/28 03:21:59 - mmengine - INFO - Epoch(train) [58][2400/5005] lr: 5.3297e-02 eta: 6:13:29 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.7320 2022/11/28 03:22:06 - mmengine - INFO - Epoch(train) [58][2500/5005] lr: 5.3271e-02 eta: 6:13:22 time: 0.0732 data_time: 0.0016 memory: 1679 loss: 1.8413 2022/11/28 03:22:14 - mmengine - INFO - Epoch(train) [58][2600/5005] lr: 5.3245e-02 eta: 6:13:15 time: 0.0731 data_time: 0.0016 memory: 1679 loss: 1.9270 2022/11/28 03:22:21 - mmengine - INFO - Epoch(train) [58][2700/5005] lr: 5.3219e-02 eta: 6:13:08 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.9487 2022/11/28 03:22:22 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:22:29 - mmengine - INFO - Epoch(train) [58][2800/5005] lr: 5.3193e-02 eta: 6:13:01 time: 0.0728 data_time: 0.0020 memory: 1679 loss: 1.6672 2022/11/28 03:22:36 - mmengine - INFO - Epoch(train) [58][2900/5005] lr: 5.3167e-02 eta: 6:12:54 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.8812 2022/11/28 03:22:43 - mmengine - INFO - Epoch(train) [58][3000/5005] lr: 5.3141e-02 eta: 6:12:47 time: 0.0724 data_time: 0.0016 memory: 1679 loss: 1.7707 2022/11/28 03:22:51 - mmengine - INFO - Epoch(train) [58][3100/5005] lr: 5.3114e-02 eta: 6:12:40 time: 0.0731 data_time: 0.0022 memory: 1679 loss: 1.9089 2022/11/28 03:22:58 - mmengine - INFO - Epoch(train) [58][3200/5005] lr: 5.3088e-02 eta: 6:12:33 time: 0.0795 data_time: 0.0016 memory: 1679 loss: 1.8556 2022/11/28 03:23:06 - mmengine - INFO - Epoch(train) [58][3300/5005] lr: 5.3062e-02 eta: 6:12:26 time: 0.0729 data_time: 0.0016 memory: 1679 loss: 1.7897 2022/11/28 03:23:13 - mmengine - INFO - Epoch(train) [58][3400/5005] lr: 5.3036e-02 eta: 6:12:19 time: 0.0731 data_time: 0.0018 memory: 1679 loss: 1.7798 2022/11/28 03:23:20 - mmengine - INFO - Epoch(train) [58][3500/5005] lr: 5.3010e-02 eta: 6:12:12 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.7181 2022/11/28 03:23:28 - mmengine - INFO - Epoch(train) [58][3600/5005] lr: 5.2984e-02 eta: 6:12:05 time: 0.0734 data_time: 0.0021 memory: 1679 loss: 1.7771 2022/11/28 03:23:35 - mmengine - INFO - Epoch(train) [58][3700/5005] lr: 5.2958e-02 eta: 6:11:58 time: 0.0774 data_time: 0.0016 memory: 1679 loss: 2.1436 2022/11/28 03:23:36 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:23:43 - mmengine - INFO - Epoch(train) [58][3800/5005] lr: 5.2932e-02 eta: 6:11:51 time: 0.0723 data_time: 0.0016 memory: 1679 loss: 1.6573 2022/11/28 03:23:50 - mmengine - INFO - Epoch(train) [58][3900/5005] lr: 5.2906e-02 eta: 6:11:44 time: 0.0739 data_time: 0.0016 memory: 1679 loss: 1.8164 2022/11/28 03:23:58 - mmengine - INFO - Epoch(train) [58][4000/5005] lr: 5.2880e-02 eta: 6:11:37 time: 0.0724 data_time: 0.0024 memory: 1679 loss: 1.6790 2022/11/28 03:24:05 - mmengine - INFO - Epoch(train) [58][4100/5005] lr: 5.2853e-02 eta: 6:11:30 time: 0.0732 data_time: 0.0017 memory: 1679 loss: 1.7867 2022/11/28 03:24:13 - mmengine - INFO - Epoch(train) [58][4200/5005] lr: 5.2827e-02 eta: 6:11:23 time: 0.0734 data_time: 0.0016 memory: 1679 loss: 1.8178 2022/11/28 03:24:20 - mmengine - INFO - Epoch(train) [58][4300/5005] lr: 5.2801e-02 eta: 6:11:16 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 1.9136 2022/11/28 03:24:27 - mmengine - INFO - Epoch(train) [58][4400/5005] lr: 5.2775e-02 eta: 6:11:09 time: 0.0728 data_time: 0.0016 memory: 1679 loss: 1.8102 2022/11/28 03:24:35 - mmengine - INFO - Epoch(train) [58][4500/5005] lr: 5.2749e-02 eta: 6:11:02 time: 0.0723 data_time: 0.0016 memory: 1679 loss: 1.7346 2022/11/28 03:24:42 - mmengine - INFO - Epoch(train) [58][4600/5005] lr: 5.2723e-02 eta: 6:10:55 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 1.8756 2022/11/28 03:24:50 - mmengine - INFO - Epoch(train) [58][4700/5005] lr: 5.2697e-02 eta: 6:10:48 time: 0.0729 data_time: 0.0020 memory: 1679 loss: 1.7709 2022/11/28 03:24:51 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:24:57 - mmengine - INFO - Epoch(train) [58][4800/5005] lr: 5.2671e-02 eta: 6:10:41 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.6378 2022/11/28 03:25:04 - mmengine - INFO - Epoch(train) [58][4900/5005] lr: 5.2644e-02 eta: 6:10:34 time: 0.0728 data_time: 0.0022 memory: 1679 loss: 2.0705 2022/11/28 03:25:12 - mmengine - INFO - Epoch(train) [58][5000/5005] lr: 5.2618e-02 eta: 6:10:27 time: 0.0749 data_time: 0.0027 memory: 1679 loss: 1.6374 2022/11/28 03:25:12 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:25:12 - mmengine - INFO - Saving checkpoint at 58 epochs 2022/11/28 03:25:18 - mmengine - INFO - Epoch(val) [58][100/196] eta: 0:00:04 time: 0.0395 data_time: 0.0256 memory: 1679 2022/11/28 03:25:31 - mmengine - INFO - Epoch(val) [58][196/196] accuracy/top1: 63.2320 accuracy/top5: 85.6040 2022/11/28 03:25:38 - mmengine - INFO - Epoch(train) [59][ 100/5005] lr: 5.2591e-02 eta: 6:10:20 time: 0.0723 data_time: 0.0016 memory: 1679 loss: 1.7548 2022/11/28 03:25:46 - mmengine - INFO - Epoch(train) [59][ 200/5005] lr: 5.2565e-02 eta: 6:10:13 time: 0.0721 data_time: 0.0016 memory: 1679 loss: 1.8315 2022/11/28 03:25:53 - mmengine - INFO - Epoch(train) [59][ 300/5005] lr: 5.2539e-02 eta: 6:10:06 time: 0.0735 data_time: 0.0017 memory: 1679 loss: 1.9563 2022/11/28 03:26:01 - mmengine - INFO - Epoch(train) [59][ 400/5005] lr: 5.2513e-02 eta: 6:09:59 time: 0.0818 data_time: 0.0016 memory: 1679 loss: 1.7019 2022/11/28 03:26:08 - mmengine - INFO - Epoch(train) [59][ 500/5005] lr: 5.2486e-02 eta: 6:09:52 time: 0.0729 data_time: 0.0016 memory: 1679 loss: 1.6538 2022/11/28 03:26:16 - mmengine - INFO - Epoch(train) [59][ 600/5005] lr: 5.2460e-02 eta: 6:09:45 time: 0.0724 data_time: 0.0016 memory: 1679 loss: 1.8688 2022/11/28 03:26:23 - mmengine - INFO - Epoch(train) [59][ 700/5005] lr: 5.2434e-02 eta: 6:09:38 time: 0.0731 data_time: 0.0016 memory: 1679 loss: 1.7307 2022/11/28 03:26:24 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:26:30 - mmengine - INFO - Epoch(train) [59][ 800/5005] lr: 5.2408e-02 eta: 6:09:31 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 1.7989 2022/11/28 03:26:38 - mmengine - INFO - Epoch(train) [59][ 900/5005] lr: 5.2382e-02 eta: 6:09:24 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.7789 2022/11/28 03:26:45 - mmengine - INFO - Epoch(train) [59][1000/5005] lr: 5.2356e-02 eta: 6:09:17 time: 0.0732 data_time: 0.0016 memory: 1679 loss: 1.8719 2022/11/28 03:26:53 - mmengine - INFO - Epoch(train) [59][1100/5005] lr: 5.2330e-02 eta: 6:09:10 time: 0.0729 data_time: 0.0017 memory: 1679 loss: 1.6858 2022/11/28 03:27:00 - mmengine - INFO - Epoch(train) [59][1200/5005] lr: 5.2304e-02 eta: 6:09:03 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 1.7946 2022/11/28 03:27:07 - mmengine - INFO - Epoch(train) [59][1300/5005] lr: 5.2277e-02 eta: 6:08:56 time: 0.0731 data_time: 0.0016 memory: 1679 loss: 1.7891 2022/11/28 03:27:15 - mmengine - INFO - Epoch(train) [59][1400/5005] lr: 5.2251e-02 eta: 6:08:49 time: 0.0742 data_time: 0.0016 memory: 1679 loss: 1.8359 2022/11/28 03:27:22 - mmengine - INFO - Epoch(train) [59][1500/5005] lr: 5.2225e-02 eta: 6:08:42 time: 0.0727 data_time: 0.0017 memory: 1679 loss: 1.9105 2022/11/28 03:27:30 - mmengine - INFO - Epoch(train) [59][1600/5005] lr: 5.2199e-02 eta: 6:08:35 time: 0.0732 data_time: 0.0016 memory: 1679 loss: 2.0365 2022/11/28 03:27:37 - mmengine - INFO - Epoch(train) [59][1700/5005] lr: 5.2173e-02 eta: 6:08:28 time: 0.0730 data_time: 0.0020 memory: 1679 loss: 1.6754 2022/11/28 03:27:38 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:27:45 - mmengine - INFO - Epoch(train) [59][1800/5005] lr: 5.2147e-02 eta: 6:08:21 time: 0.0834 data_time: 0.0016 memory: 1679 loss: 1.7770 2022/11/28 03:27:52 - mmengine - INFO - Epoch(train) [59][1900/5005] lr: 5.2121e-02 eta: 6:08:14 time: 0.0721 data_time: 0.0017 memory: 1679 loss: 1.7718 2022/11/28 03:27:59 - mmengine - INFO - Epoch(train) [59][2000/5005] lr: 5.2095e-02 eta: 6:08:07 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.9568 2022/11/28 03:28:07 - mmengine - INFO - Epoch(train) [59][2100/5005] lr: 5.2068e-02 eta: 6:08:00 time: 0.0731 data_time: 0.0016 memory: 1679 loss: 1.9459 2022/11/28 03:28:14 - mmengine - INFO - Epoch(train) [59][2200/5005] lr: 5.2042e-02 eta: 6:07:53 time: 0.0731 data_time: 0.0016 memory: 1679 loss: 1.8405 2022/11/28 03:28:22 - mmengine - INFO - Epoch(train) [59][2300/5005] lr: 5.2016e-02 eta: 6:07:46 time: 0.0730 data_time: 0.0016 memory: 1679 loss: 1.8400 2022/11/28 03:28:29 - mmengine - INFO - Epoch(train) [59][2400/5005] lr: 5.1990e-02 eta: 6:07:39 time: 0.0726 data_time: 0.0018 memory: 1679 loss: 1.6619 2022/11/28 03:28:37 - mmengine - INFO - Epoch(train) [59][2500/5005] lr: 5.1964e-02 eta: 6:07:32 time: 0.0757 data_time: 0.0017 memory: 1679 loss: 1.8715 2022/11/28 03:28:44 - mmengine - INFO - Epoch(train) [59][2600/5005] lr: 5.1938e-02 eta: 6:07:25 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 1.6573 2022/11/28 03:28:52 - mmengine - INFO - Epoch(train) [59][2700/5005] lr: 5.1912e-02 eta: 6:07:18 time: 0.0730 data_time: 0.0022 memory: 1679 loss: 1.6801 2022/11/28 03:28:52 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:28:59 - mmengine - INFO - Epoch(train) [59][2800/5005] lr: 5.1886e-02 eta: 6:07:11 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.9733 2022/11/28 03:29:06 - mmengine - INFO - Epoch(train) [59][2900/5005] lr: 5.1859e-02 eta: 6:07:04 time: 0.0724 data_time: 0.0017 memory: 1679 loss: 1.8147 2022/11/28 03:29:14 - mmengine - INFO - Epoch(train) [59][3000/5005] lr: 5.1833e-02 eta: 6:06:58 time: 0.0729 data_time: 0.0023 memory: 1679 loss: 1.9042 2022/11/28 03:29:21 - mmengine - INFO - Epoch(train) [59][3100/5005] lr: 5.1807e-02 eta: 6:06:51 time: 0.0728 data_time: 0.0024 memory: 1679 loss: 1.8851 2022/11/28 03:29:29 - mmengine - INFO - Epoch(train) [59][3200/5005] lr: 5.1781e-02 eta: 6:06:44 time: 0.0728 data_time: 0.0022 memory: 1679 loss: 1.6497 2022/11/28 03:29:36 - mmengine - INFO - Epoch(train) [59][3300/5005] lr: 5.1755e-02 eta: 6:06:37 time: 0.0726 data_time: 0.0018 memory: 1679 loss: 1.8349 2022/11/28 03:29:44 - mmengine - INFO - Epoch(train) [59][3400/5005] lr: 5.1729e-02 eta: 6:06:30 time: 0.0732 data_time: 0.0016 memory: 1679 loss: 1.7794 2022/11/28 03:29:51 - mmengine - INFO - Epoch(train) [59][3500/5005] lr: 5.1703e-02 eta: 6:06:23 time: 0.0735 data_time: 0.0022 memory: 1679 loss: 1.6954 2022/11/28 03:29:59 - mmengine - INFO - Epoch(train) [59][3600/5005] lr: 5.1676e-02 eta: 6:06:16 time: 0.0723 data_time: 0.0017 memory: 1679 loss: 1.7605 2022/11/28 03:30:06 - mmengine - INFO - Epoch(train) [59][3700/5005] lr: 5.1650e-02 eta: 6:06:09 time: 0.0722 data_time: 0.0016 memory: 1679 loss: 1.7787 2022/11/28 03:30:07 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:30:13 - mmengine - INFO - Epoch(train) [59][3800/5005] lr: 5.1624e-02 eta: 6:06:02 time: 0.0723 data_time: 0.0017 memory: 1679 loss: 1.9416 2022/11/28 03:30:21 - mmengine - INFO - Epoch(train) [59][3900/5005] lr: 5.1598e-02 eta: 6:05:55 time: 0.0726 data_time: 0.0017 memory: 1679 loss: 1.9452 2022/11/28 03:30:28 - mmengine - INFO - Epoch(train) [59][4000/5005] lr: 5.1572e-02 eta: 6:05:48 time: 0.0736 data_time: 0.0016 memory: 1679 loss: 1.8034 2022/11/28 03:30:36 - mmengine - INFO - Epoch(train) [59][4100/5005] lr: 5.1546e-02 eta: 6:05:41 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.6930 2022/11/28 03:30:43 - mmengine - INFO - Epoch(train) [59][4200/5005] lr: 5.1520e-02 eta: 6:05:34 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 1.5691 2022/11/28 03:30:51 - mmengine - INFO - Epoch(train) [59][4300/5005] lr: 5.1493e-02 eta: 6:05:27 time: 0.0734 data_time: 0.0017 memory: 1679 loss: 1.7936 2022/11/28 03:30:58 - mmengine - INFO - Epoch(train) [59][4400/5005] lr: 5.1467e-02 eta: 6:05:19 time: 0.0729 data_time: 0.0016 memory: 1679 loss: 1.8626 2022/11/28 03:31:05 - mmengine - INFO - Epoch(train) [59][4500/5005] lr: 5.1441e-02 eta: 6:05:12 time: 0.0733 data_time: 0.0021 memory: 1679 loss: 1.9324 2022/11/28 03:31:13 - mmengine - INFO - Epoch(train) [59][4600/5005] lr: 5.1415e-02 eta: 6:05:05 time: 0.0724 data_time: 0.0018 memory: 1679 loss: 1.9946 2022/11/28 03:31:20 - mmengine - INFO - Epoch(train) [59][4700/5005] lr: 5.1389e-02 eta: 6:04:59 time: 0.0730 data_time: 0.0023 memory: 1679 loss: 1.7291 2022/11/28 03:31:21 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:31:28 - mmengine - INFO - Epoch(train) [59][4800/5005] lr: 5.1363e-02 eta: 6:04:52 time: 0.0727 data_time: 0.0017 memory: 1679 loss: 2.0298 2022/11/28 03:31:35 - mmengine - INFO - Epoch(train) [59][4900/5005] lr: 5.1337e-02 eta: 6:04:45 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.9394 2022/11/28 03:31:43 - mmengine - INFO - Epoch(train) [59][5000/5005] lr: 5.1310e-02 eta: 6:04:38 time: 0.0738 data_time: 0.0025 memory: 1679 loss: 1.8640 2022/11/28 03:31:43 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:31:43 - mmengine - INFO - Saving checkpoint at 59 epochs 2022/11/28 03:31:48 - mmengine - INFO - Epoch(val) [59][100/196] eta: 0:00:03 time: 0.0364 data_time: 0.0228 memory: 1679 2022/11/28 03:32:01 - mmengine - INFO - Epoch(val) [59][196/196] accuracy/top1: 63.1020 accuracy/top5: 85.6200 2022/11/28 03:32:09 - mmengine - INFO - Epoch(train) [60][ 100/5005] lr: 5.1283e-02 eta: 6:04:30 time: 0.0728 data_time: 0.0023 memory: 1679 loss: 1.9703 2022/11/28 03:32:16 - mmengine - INFO - Epoch(train) [60][ 200/5005] lr: 5.1257e-02 eta: 6:04:23 time: 0.0724 data_time: 0.0017 memory: 1679 loss: 1.5903 2022/11/28 03:32:24 - mmengine - INFO - Epoch(train) [60][ 300/5005] lr: 5.1231e-02 eta: 6:04:16 time: 0.0731 data_time: 0.0017 memory: 1679 loss: 1.9308 2022/11/28 03:32:31 - mmengine - INFO - Epoch(train) [60][ 400/5005] lr: 5.1205e-02 eta: 6:04:09 time: 0.0731 data_time: 0.0017 memory: 1679 loss: 1.5757 2022/11/28 03:32:39 - mmengine - INFO - Epoch(train) [60][ 500/5005] lr: 5.1178e-02 eta: 6:04:02 time: 0.0730 data_time: 0.0016 memory: 1679 loss: 1.8815 2022/11/28 03:32:46 - mmengine - INFO - Epoch(train) [60][ 600/5005] lr: 5.1152e-02 eta: 6:03:55 time: 0.0722 data_time: 0.0019 memory: 1679 loss: 1.9802 2022/11/28 03:32:53 - mmengine - INFO - Epoch(train) [60][ 700/5005] lr: 5.1126e-02 eta: 6:03:48 time: 0.0723 data_time: 0.0017 memory: 1679 loss: 1.6725 2022/11/28 03:32:54 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:33:01 - mmengine - INFO - Epoch(train) [60][ 800/5005] lr: 5.1100e-02 eta: 6:03:41 time: 0.0728 data_time: 0.0023 memory: 1679 loss: 1.9460 2022/11/28 03:33:08 - mmengine - INFO - Epoch(train) [60][ 900/5005] lr: 5.1074e-02 eta: 6:03:34 time: 0.0729 data_time: 0.0017 memory: 1679 loss: 1.8135 2022/11/28 03:33:16 - mmengine - INFO - Epoch(train) [60][1000/5005] lr: 5.1048e-02 eta: 6:03:27 time: 0.0727 data_time: 0.0016 memory: 1679 loss: 1.6746 2022/11/28 03:33:23 - mmengine - INFO - Epoch(train) [60][1100/5005] lr: 5.1021e-02 eta: 6:03:20 time: 0.0723 data_time: 0.0023 memory: 1679 loss: 1.7997 2022/11/28 03:33:31 - mmengine - INFO - Epoch(train) [60][1200/5005] lr: 5.0995e-02 eta: 6:03:13 time: 0.0746 data_time: 0.0017 memory: 1679 loss: 1.6842 2022/11/28 03:33:38 - mmengine - INFO - Epoch(train) [60][1300/5005] lr: 5.0969e-02 eta: 6:03:06 time: 0.0748 data_time: 0.0017 memory: 1679 loss: 1.8025 2022/11/28 03:33:45 - mmengine - INFO - Epoch(train) [60][1400/5005] lr: 5.0943e-02 eta: 6:02:59 time: 0.0729 data_time: 0.0022 memory: 1679 loss: 1.9110 2022/11/28 03:33:53 - mmengine - INFO - Epoch(train) [60][1500/5005] lr: 5.0917e-02 eta: 6:02:52 time: 0.0726 data_time: 0.0017 memory: 1679 loss: 1.7799 2022/11/28 03:34:00 - mmengine - INFO - Epoch(train) [60][1600/5005] lr: 5.0891e-02 eta: 6:02:45 time: 0.0732 data_time: 0.0016 memory: 1679 loss: 1.5410 2022/11/28 03:34:08 - mmengine - INFO - Epoch(train) [60][1700/5005] lr: 5.0865e-02 eta: 6:02:38 time: 0.0727 data_time: 0.0017 memory: 1679 loss: 1.9607 2022/11/28 03:34:08 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:34:15 - mmengine - INFO - Epoch(train) [60][1800/5005] lr: 5.0838e-02 eta: 6:02:31 time: 0.0730 data_time: 0.0016 memory: 1679 loss: 1.8579 2022/11/28 03:34:23 - mmengine - INFO - Epoch(train) [60][1900/5005] lr: 5.0812e-02 eta: 6:02:24 time: 0.0729 data_time: 0.0016 memory: 1679 loss: 1.9684 2022/11/28 03:34:30 - mmengine - INFO - Epoch(train) [60][2000/5005] lr: 5.0786e-02 eta: 6:02:17 time: 0.0735 data_time: 0.0017 memory: 1679 loss: 1.8674 2022/11/28 03:34:38 - mmengine - INFO - Epoch(train) [60][2100/5005] lr: 5.0760e-02 eta: 6:02:10 time: 0.0730 data_time: 0.0017 memory: 1679 loss: 1.7160 2022/11/28 03:34:45 - mmengine - INFO - Epoch(train) [60][2200/5005] lr: 5.0734e-02 eta: 6:02:03 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 1.6121 2022/11/28 03:34:52 - mmengine - INFO - Epoch(train) [60][2300/5005] lr: 5.0708e-02 eta: 6:01:56 time: 0.0728 data_time: 0.0021 memory: 1679 loss: 1.9091 2022/11/28 03:35:00 - mmengine - INFO - Epoch(train) [60][2400/5005] lr: 5.0682e-02 eta: 6:01:49 time: 0.0734 data_time: 0.0017 memory: 1679 loss: 1.7882 2022/11/28 03:35:07 - mmengine - INFO - Epoch(train) [60][2500/5005] lr: 5.0655e-02 eta: 6:01:42 time: 0.0729 data_time: 0.0017 memory: 1679 loss: 1.8892 2022/11/28 03:35:15 - mmengine - INFO - Epoch(train) [60][2600/5005] lr: 5.0629e-02 eta: 6:01:35 time: 0.0737 data_time: 0.0016 memory: 1679 loss: 1.8571 2022/11/28 03:35:22 - mmengine - INFO - Epoch(train) [60][2700/5005] lr: 5.0603e-02 eta: 6:01:28 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.8027 2022/11/28 03:35:23 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:35:30 - mmengine - INFO - Epoch(train) [60][2800/5005] lr: 5.0577e-02 eta: 6:01:21 time: 0.0736 data_time: 0.0017 memory: 1679 loss: 1.9115 2022/11/28 03:35:37 - mmengine - INFO - Epoch(train) [60][2900/5005] lr: 5.0551e-02 eta: 6:01:14 time: 0.0734 data_time: 0.0017 memory: 1679 loss: 1.6743 2022/11/28 03:35:45 - mmengine - INFO - Epoch(train) [60][3000/5005] lr: 5.0525e-02 eta: 6:01:07 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 1.9273 2022/11/28 03:35:52 - mmengine - INFO - Epoch(train) [60][3100/5005] lr: 5.0498e-02 eta: 6:01:00 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.9026 2022/11/28 03:35:59 - mmengine - INFO - Epoch(train) [60][3200/5005] lr: 5.0472e-02 eta: 6:00:53 time: 0.0727 data_time: 0.0017 memory: 1679 loss: 1.7618 2022/11/28 03:36:07 - mmengine - INFO - Epoch(train) [60][3300/5005] lr: 5.0446e-02 eta: 6:00:46 time: 0.0730 data_time: 0.0025 memory: 1679 loss: 1.7566 2022/11/28 03:36:14 - mmengine - INFO - Epoch(train) [60][3400/5005] lr: 5.0420e-02 eta: 6:00:39 time: 0.0740 data_time: 0.0019 memory: 1679 loss: 1.8132 2022/11/28 03:36:22 - mmengine - INFO - Epoch(train) [60][3500/5005] lr: 5.0394e-02 eta: 6:00:32 time: 0.0723 data_time: 0.0017 memory: 1679 loss: 1.6877 2022/11/28 03:36:29 - mmengine - INFO - Epoch(train) [60][3600/5005] lr: 5.0368e-02 eta: 6:00:25 time: 0.0732 data_time: 0.0017 memory: 1679 loss: 1.7998 2022/11/28 03:36:37 - mmengine - INFO - Epoch(train) [60][3700/5005] lr: 5.0342e-02 eta: 6:00:18 time: 0.0735 data_time: 0.0019 memory: 1679 loss: 1.9856 2022/11/28 03:36:37 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:36:44 - mmengine - INFO - Epoch(train) [60][3800/5005] lr: 5.0315e-02 eta: 6:00:12 time: 0.0740 data_time: 0.0016 memory: 1679 loss: 1.8307 2022/11/28 03:36:52 - mmengine - INFO - Epoch(train) [60][3900/5005] lr: 5.0289e-02 eta: 6:00:05 time: 0.0732 data_time: 0.0016 memory: 1679 loss: 1.9287 2022/11/28 03:36:59 - mmengine - INFO - Epoch(train) [60][4000/5005] lr: 5.0263e-02 eta: 5:59:57 time: 0.0727 data_time: 0.0016 memory: 1679 loss: 1.8445 2022/11/28 03:37:06 - mmengine - INFO - Epoch(train) [60][4100/5005] lr: 5.0237e-02 eta: 5:59:50 time: 0.0729 data_time: 0.0021 memory: 1679 loss: 1.7924 2022/11/28 03:37:14 - mmengine - INFO - Epoch(train) [60][4200/5005] lr: 5.0211e-02 eta: 5:59:44 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.5977 2022/11/28 03:37:21 - mmengine - INFO - Epoch(train) [60][4300/5005] lr: 5.0185e-02 eta: 5:59:37 time: 0.0730 data_time: 0.0023 memory: 1679 loss: 1.9458 2022/11/28 03:37:29 - mmengine - INFO - Epoch(train) [60][4400/5005] lr: 5.0158e-02 eta: 5:59:29 time: 0.0725 data_time: 0.0016 memory: 1679 loss: 1.8750 2022/11/28 03:37:36 - mmengine - INFO - Epoch(train) [60][4500/5005] lr: 5.0132e-02 eta: 5:59:22 time: 0.0731 data_time: 0.0018 memory: 1679 loss: 1.7717 2022/11/28 03:37:44 - mmengine - INFO - Epoch(train) [60][4600/5005] lr: 5.0106e-02 eta: 5:59:15 time: 0.0738 data_time: 0.0017 memory: 1679 loss: 1.6599 2022/11/28 03:37:51 - mmengine - INFO - Epoch(train) [60][4700/5005] lr: 5.0080e-02 eta: 5:59:08 time: 0.0739 data_time: 0.0017 memory: 1679 loss: 1.9507 2022/11/28 03:37:51 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:37:58 - mmengine - INFO - Epoch(train) [60][4800/5005] lr: 5.0054e-02 eta: 5:59:02 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.6586 2022/11/28 03:38:06 - mmengine - INFO - Epoch(train) [60][4900/5005] lr: 5.0028e-02 eta: 5:58:54 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.6837 2022/11/28 03:38:13 - mmengine - INFO - Epoch(train) [60][5000/5005] lr: 5.0002e-02 eta: 5:58:47 time: 0.0745 data_time: 0.0025 memory: 1679 loss: 1.7325 2022/11/28 03:38:14 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:38:14 - mmengine - INFO - Saving checkpoint at 60 epochs 2022/11/28 03:38:19 - mmengine - INFO - Epoch(val) [60][100/196] eta: 0:00:04 time: 0.0372 data_time: 0.0227 memory: 1679 2022/11/28 03:38:32 - mmengine - INFO - Epoch(val) [60][196/196] accuracy/top1: 62.8360 accuracy/top5: 85.6140 2022/11/28 03:38:40 - mmengine - INFO - Epoch(train) [61][ 100/5005] lr: 4.9974e-02 eta: 5:58:40 time: 0.0727 data_time: 0.0017 memory: 1679 loss: 1.7301 2022/11/28 03:38:47 - mmengine - INFO - Epoch(train) [61][ 200/5005] lr: 4.9948e-02 eta: 5:58:33 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.6654 2022/11/28 03:38:55 - mmengine - INFO - Epoch(train) [61][ 300/5005] lr: 4.9922e-02 eta: 5:58:26 time: 0.0732 data_time: 0.0023 memory: 1679 loss: 1.5986 2022/11/28 03:39:02 - mmengine - INFO - Epoch(train) [61][ 400/5005] lr: 4.9896e-02 eta: 5:58:19 time: 0.0733 data_time: 0.0017 memory: 1679 loss: 1.9227 2022/11/28 03:39:10 - mmengine - INFO - Epoch(train) [61][ 500/5005] lr: 4.9869e-02 eta: 5:58:12 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.7482 2022/11/28 03:39:17 - mmengine - INFO - Epoch(train) [61][ 600/5005] lr: 4.9843e-02 eta: 5:58:05 time: 0.0731 data_time: 0.0016 memory: 1679 loss: 1.7954 2022/11/28 03:39:25 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:39:25 - mmengine - INFO - Epoch(train) [61][ 700/5005] lr: 4.9817e-02 eta: 5:57:58 time: 0.0733 data_time: 0.0017 memory: 1679 loss: 1.6243 2022/11/28 03:39:32 - mmengine - INFO - Epoch(train) [61][ 800/5005] lr: 4.9791e-02 eta: 5:57:51 time: 0.0725 data_time: 0.0019 memory: 1679 loss: 1.6185 2022/11/28 03:39:40 - mmengine - INFO - Epoch(train) [61][ 900/5005] lr: 4.9765e-02 eta: 5:57:44 time: 0.0727 data_time: 0.0016 memory: 1679 loss: 1.7066 2022/11/28 03:39:47 - mmengine - INFO - Epoch(train) [61][1000/5005] lr: 4.9739e-02 eta: 5:57:37 time: 0.0734 data_time: 0.0017 memory: 1679 loss: 1.7905 2022/11/28 03:39:54 - mmengine - INFO - Epoch(train) [61][1100/5005] lr: 4.9713e-02 eta: 5:57:30 time: 0.0728 data_time: 0.0024 memory: 1679 loss: 1.7964 2022/11/28 03:40:02 - mmengine - INFO - Epoch(train) [61][1200/5005] lr: 4.9686e-02 eta: 5:57:23 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.6870 2022/11/28 03:40:09 - mmengine - INFO - Epoch(train) [61][1300/5005] lr: 4.9660e-02 eta: 5:57:16 time: 0.0733 data_time: 0.0016 memory: 1679 loss: 1.7447 2022/11/28 03:40:17 - mmengine - INFO - Epoch(train) [61][1400/5005] lr: 4.9634e-02 eta: 5:57:09 time: 0.0735 data_time: 0.0017 memory: 1679 loss: 1.8072 2022/11/28 03:40:24 - mmengine - INFO - Epoch(train) [61][1500/5005] lr: 4.9608e-02 eta: 5:57:02 time: 0.0727 data_time: 0.0022 memory: 1679 loss: 1.7064 2022/11/28 03:40:32 - mmengine - INFO - Epoch(train) [61][1600/5005] lr: 4.9582e-02 eta: 5:56:55 time: 0.0719 data_time: 0.0017 memory: 1679 loss: 1.9205 2022/11/28 03:40:39 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:40:39 - mmengine - INFO - Epoch(train) [61][1700/5005] lr: 4.9556e-02 eta: 5:56:48 time: 0.0729 data_time: 0.0023 memory: 1679 loss: 1.6041 2022/11/28 03:40:47 - mmengine - INFO - Epoch(train) [61][1800/5005] lr: 4.9530e-02 eta: 5:56:41 time: 0.0730 data_time: 0.0017 memory: 1679 loss: 1.8751 2022/11/28 03:40:54 - mmengine - INFO - Epoch(train) [61][1900/5005] lr: 4.9503e-02 eta: 5:56:34 time: 0.0735 data_time: 0.0017 memory: 1679 loss: 1.7501 2022/11/28 03:41:01 - mmengine - INFO - Epoch(train) [61][2000/5005] lr: 4.9477e-02 eta: 5:56:27 time: 0.0737 data_time: 0.0019 memory: 1679 loss: 1.9167 2022/11/28 03:41:09 - mmengine - INFO - Epoch(train) [61][2100/5005] lr: 4.9451e-02 eta: 5:56:20 time: 0.0722 data_time: 0.0017 memory: 1679 loss: 1.6965 2022/11/28 03:41:16 - mmengine - INFO - Epoch(train) [61][2200/5005] lr: 4.9425e-02 eta: 5:56:13 time: 0.0724 data_time: 0.0017 memory: 1679 loss: 1.8565 2022/11/28 03:41:24 - mmengine - INFO - Epoch(train) [61][2300/5005] lr: 4.9399e-02 eta: 5:56:06 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.7749 2022/11/28 03:41:31 - mmengine - INFO - Epoch(train) [61][2400/5005] lr: 4.9373e-02 eta: 5:55:59 time: 0.0735 data_time: 0.0016 memory: 1679 loss: 1.5725 2022/11/28 03:41:39 - mmengine - INFO - Epoch(train) [61][2500/5005] lr: 4.9346e-02 eta: 5:55:52 time: 0.0735 data_time: 0.0017 memory: 1679 loss: 1.7496 2022/11/28 03:41:46 - mmengine - INFO - Epoch(train) [61][2600/5005] lr: 4.9320e-02 eta: 5:55:45 time: 0.0824 data_time: 0.0017 memory: 1679 loss: 1.5339 2022/11/28 03:41:54 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:41:54 - mmengine - INFO - Epoch(train) [61][2700/5005] lr: 4.9294e-02 eta: 5:55:39 time: 0.0731 data_time: 0.0016 memory: 1679 loss: 1.7412 2022/11/28 03:42:01 - mmengine - INFO - Epoch(train) [61][2800/5005] lr: 4.9268e-02 eta: 5:55:31 time: 0.0728 data_time: 0.0025 memory: 1679 loss: 1.9367 2022/11/28 03:42:09 - mmengine - INFO - Epoch(train) [61][2900/5005] lr: 4.9242e-02 eta: 5:55:25 time: 0.0798 data_time: 0.0027 memory: 1679 loss: 2.0675 2022/11/28 03:42:16 - mmengine - INFO - Epoch(train) [61][3000/5005] lr: 4.9216e-02 eta: 5:55:18 time: 0.0726 data_time: 0.0023 memory: 1679 loss: 1.7259 2022/11/28 03:42:24 - mmengine - INFO - Epoch(train) [61][3100/5005] lr: 4.9190e-02 eta: 5:55:11 time: 0.0731 data_time: 0.0016 memory: 1679 loss: 1.7951 2022/11/28 03:42:31 - mmengine - INFO - Epoch(train) [61][3200/5005] lr: 4.9163e-02 eta: 5:55:03 time: 0.0728 data_time: 0.0022 memory: 1679 loss: 1.6953 2022/11/28 03:42:38 - mmengine - INFO - Epoch(train) [61][3300/5005] lr: 4.9137e-02 eta: 5:54:56 time: 0.0769 data_time: 0.0017 memory: 1679 loss: 1.8360 2022/11/28 03:42:46 - mmengine - INFO - Epoch(train) [61][3400/5005] lr: 4.9111e-02 eta: 5:54:49 time: 0.0725 data_time: 0.0017 memory: 1679 loss: 1.6078 2022/11/28 03:42:53 - mmengine - INFO - Epoch(train) [61][3500/5005] lr: 4.9085e-02 eta: 5:54:43 time: 0.0735 data_time: 0.0016 memory: 1679 loss: 1.8089 2022/11/28 03:43:01 - mmengine - INFO - Epoch(train) [61][3600/5005] lr: 4.9059e-02 eta: 5:54:36 time: 0.0736 data_time: 0.0024 memory: 1679 loss: 1.7229 2022/11/28 03:43:08 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:43:08 - mmengine - INFO - Epoch(train) [61][3700/5005] lr: 4.9033e-02 eta: 5:54:29 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.6345 2022/11/28 03:43:16 - mmengine - INFO - Epoch(train) [61][3800/5005] lr: 4.9006e-02 eta: 5:54:22 time: 0.0728 data_time: 0.0019 memory: 1679 loss: 2.0663 2022/11/28 03:43:23 - mmengine - INFO - Epoch(train) [61][3900/5005] lr: 4.8980e-02 eta: 5:54:15 time: 0.0730 data_time: 0.0017 memory: 1679 loss: 1.7866 2022/11/28 03:43:31 - mmengine - INFO - Epoch(train) [61][4000/5005] lr: 4.8954e-02 eta: 5:54:08 time: 0.0732 data_time: 0.0017 memory: 1679 loss: 1.8328 2022/11/28 03:43:38 - mmengine - INFO - Epoch(train) [61][4100/5005] lr: 4.8928e-02 eta: 5:54:01 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 1.7682 2022/11/28 03:43:46 - mmengine - INFO - Epoch(train) [61][4200/5005] lr: 4.8902e-02 eta: 5:53:54 time: 0.0736 data_time: 0.0021 memory: 1679 loss: 2.0563 2022/11/28 03:43:53 - mmengine - INFO - Epoch(train) [61][4300/5005] lr: 4.8876e-02 eta: 5:53:47 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.9169 2022/11/28 03:44:01 - mmengine - INFO - Epoch(train) [61][4400/5005] lr: 4.8850e-02 eta: 5:53:40 time: 0.0727 data_time: 0.0017 memory: 1679 loss: 1.5989 2022/11/28 03:44:08 - mmengine - INFO - Epoch(train) [61][4500/5005] lr: 4.8823e-02 eta: 5:53:33 time: 0.0733 data_time: 0.0017 memory: 1679 loss: 2.0507 2022/11/28 03:44:15 - mmengine - INFO - Epoch(train) [61][4600/5005] lr: 4.8797e-02 eta: 5:53:26 time: 0.0733 data_time: 0.0023 memory: 1679 loss: 1.8222 2022/11/28 03:44:23 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:44:23 - mmengine - INFO - Epoch(train) [61][4700/5005] lr: 4.8771e-02 eta: 5:53:19 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 1.8126 2022/11/28 03:44:30 - mmengine - INFO - Epoch(train) [61][4800/5005] lr: 4.8745e-02 eta: 5:53:12 time: 0.0736 data_time: 0.0017 memory: 1679 loss: 1.6695 2022/11/28 03:44:38 - mmengine - INFO - Epoch(train) [61][4900/5005] lr: 4.8719e-02 eta: 5:53:05 time: 0.0738 data_time: 0.0022 memory: 1679 loss: 2.0593 2022/11/28 03:44:45 - mmengine - INFO - Epoch(train) [61][5000/5005] lr: 4.8693e-02 eta: 5:52:58 time: 0.0742 data_time: 0.0033 memory: 1679 loss: 1.9962 2022/11/28 03:44:46 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:44:46 - mmengine - INFO - Saving checkpoint at 61 epochs 2022/11/28 03:44:51 - mmengine - INFO - Epoch(val) [61][100/196] eta: 0:00:04 time: 0.0378 data_time: 0.0237 memory: 1679 2022/11/28 03:45:04 - mmengine - INFO - Epoch(val) [61][196/196] accuracy/top1: 63.6920 accuracy/top5: 85.8500 2022/11/28 03:45:12 - mmengine - INFO - Epoch(train) [62][ 100/5005] lr: 4.8665e-02 eta: 5:52:51 time: 0.0724 data_time: 0.0020 memory: 1679 loss: 1.6984 2022/11/28 03:45:19 - mmengine - INFO - Epoch(train) [62][ 200/5005] lr: 4.8639e-02 eta: 5:52:43 time: 0.0735 data_time: 0.0018 memory: 1679 loss: 1.7162 2022/11/28 03:45:27 - mmengine - INFO - Epoch(train) [62][ 300/5005] lr: 4.8613e-02 eta: 5:52:36 time: 0.0735 data_time: 0.0017 memory: 1679 loss: 1.6569 2022/11/28 03:45:34 - mmengine - INFO - Epoch(train) [62][ 400/5005] lr: 4.8587e-02 eta: 5:52:29 time: 0.0728 data_time: 0.0023 memory: 1679 loss: 1.7174 2022/11/28 03:45:42 - mmengine - INFO - Epoch(train) [62][ 500/5005] lr: 4.8561e-02 eta: 5:52:22 time: 0.0722 data_time: 0.0017 memory: 1679 loss: 1.6325 2022/11/28 03:45:49 - mmengine - INFO - Epoch(train) [62][ 600/5005] lr: 4.8535e-02 eta: 5:52:15 time: 0.0723 data_time: 0.0018 memory: 1679 loss: 1.9199 2022/11/28 03:45:56 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:45:56 - mmengine - INFO - Epoch(train) [62][ 700/5005] lr: 4.8508e-02 eta: 5:52:08 time: 0.0738 data_time: 0.0017 memory: 1679 loss: 1.7456 2022/11/28 03:46:04 - mmengine - INFO - Epoch(train) [62][ 800/5005] lr: 4.8482e-02 eta: 5:52:01 time: 0.0726 data_time: 0.0023 memory: 1679 loss: 1.8865 2022/11/28 03:46:11 - mmengine - INFO - Epoch(train) [62][ 900/5005] lr: 4.8456e-02 eta: 5:51:54 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 1.8970 2022/11/28 03:46:19 - mmengine - INFO - Epoch(train) [62][1000/5005] lr: 4.8430e-02 eta: 5:51:47 time: 0.0726 data_time: 0.0016 memory: 1679 loss: 1.5994 2022/11/28 03:46:26 - mmengine - INFO - Epoch(train) [62][1100/5005] lr: 4.8404e-02 eta: 5:51:40 time: 0.0732 data_time: 0.0017 memory: 1679 loss: 1.6844 2022/11/28 03:46:34 - mmengine - INFO - Epoch(train) [62][1200/5005] lr: 4.8378e-02 eta: 5:51:33 time: 0.0737 data_time: 0.0017 memory: 1679 loss: 1.8152 2022/11/28 03:46:41 - mmengine - INFO - Epoch(train) [62][1300/5005] lr: 4.8352e-02 eta: 5:51:26 time: 0.0729 data_time: 0.0016 memory: 1679 loss: 2.1251 2022/11/28 03:46:49 - mmengine - INFO - Epoch(train) [62][1400/5005] lr: 4.8325e-02 eta: 5:51:19 time: 0.0732 data_time: 0.0023 memory: 1679 loss: 1.8836 2022/11/28 03:46:56 - mmengine - INFO - Epoch(train) [62][1500/5005] lr: 4.8299e-02 eta: 5:51:12 time: 0.0731 data_time: 0.0023 memory: 1679 loss: 1.7562 2022/11/28 03:47:04 - mmengine - INFO - Epoch(train) [62][1600/5005] lr: 4.8273e-02 eta: 5:51:05 time: 0.0741 data_time: 0.0017 memory: 1679 loss: 1.7355 2022/11/28 03:47:11 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:47:11 - mmengine - INFO - Epoch(train) [62][1700/5005] lr: 4.8247e-02 eta: 5:50:58 time: 0.0722 data_time: 0.0018 memory: 1679 loss: 1.6734 2022/11/28 03:47:18 - mmengine - INFO - Epoch(train) [62][1800/5005] lr: 4.8221e-02 eta: 5:50:51 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 1.8059 2022/11/28 03:47:26 - mmengine - INFO - Epoch(train) [62][1900/5005] lr: 4.8195e-02 eta: 5:50:44 time: 0.0730 data_time: 0.0023 memory: 1679 loss: 1.7598 2022/11/28 03:47:33 - mmengine - INFO - Epoch(train) [62][2000/5005] lr: 4.8169e-02 eta: 5:50:37 time: 0.0767 data_time: 0.0017 memory: 1679 loss: 1.6075 2022/11/28 03:47:41 - mmengine - INFO - Epoch(train) [62][2100/5005] lr: 4.8142e-02 eta: 5:50:30 time: 0.0732 data_time: 0.0018 memory: 1679 loss: 1.6987 2022/11/28 03:47:48 - mmengine - INFO - Epoch(train) [62][2200/5005] lr: 4.8116e-02 eta: 5:50:23 time: 0.0727 data_time: 0.0017 memory: 1679 loss: 1.8073 2022/11/28 03:47:56 - mmengine - INFO - Epoch(train) [62][2300/5005] lr: 4.8090e-02 eta: 5:50:16 time: 0.0734 data_time: 0.0022 memory: 1679 loss: 2.0588 2022/11/28 03:48:03 - mmengine - INFO - Epoch(train) [62][2400/5005] lr: 4.8064e-02 eta: 5:50:09 time: 0.0731 data_time: 0.0017 memory: 1679 loss: 1.7528 2022/11/28 03:48:11 - mmengine - INFO - Epoch(train) [62][2500/5005] lr: 4.8038e-02 eta: 5:50:02 time: 0.0739 data_time: 0.0016 memory: 1679 loss: 1.7855 2022/11/28 03:48:18 - mmengine - INFO - Epoch(train) [62][2600/5005] lr: 4.8012e-02 eta: 5:49:55 time: 0.0735 data_time: 0.0017 memory: 1679 loss: 1.9777 2022/11/28 03:48:25 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:48:26 - mmengine - INFO - Epoch(train) [62][2700/5005] lr: 4.7986e-02 eta: 5:49:48 time: 0.0733 data_time: 0.0017 memory: 1679 loss: 1.6649 2022/11/28 03:48:33 - mmengine - INFO - Epoch(train) [62][2800/5005] lr: 4.7960e-02 eta: 5:49:41 time: 0.0731 data_time: 0.0023 memory: 1679 loss: 1.5864 2022/11/28 03:48:40 - mmengine - INFO - Epoch(train) [62][2900/5005] lr: 4.7933e-02 eta: 5:49:34 time: 0.0725 data_time: 0.0023 memory: 1679 loss: 1.8805 2022/11/28 03:48:48 - mmengine - INFO - Epoch(train) [62][3000/5005] lr: 4.7907e-02 eta: 5:49:27 time: 0.0730 data_time: 0.0017 memory: 1679 loss: 1.5629 2022/11/28 03:48:55 - mmengine - INFO - Epoch(train) [62][3100/5005] lr: 4.7881e-02 eta: 5:49:20 time: 0.0729 data_time: 0.0023 memory: 1679 loss: 1.5099 2022/11/28 03:49:03 - mmengine - INFO - Epoch(train) [62][3200/5005] lr: 4.7855e-02 eta: 5:49:13 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 1.8714 2022/11/28 03:49:10 - mmengine - INFO - Epoch(train) [62][3300/5005] lr: 4.7829e-02 eta: 5:49:06 time: 0.0733 data_time: 0.0016 memory: 1679 loss: 1.6649 2022/11/28 03:49:18 - mmengine - INFO - Epoch(train) [62][3400/5005] lr: 4.7803e-02 eta: 5:48:59 time: 0.0726 data_time: 0.0022 memory: 1679 loss: 1.8218 2022/11/28 03:49:25 - mmengine - INFO - Epoch(train) [62][3500/5005] lr: 4.7777e-02 eta: 5:48:52 time: 0.0734 data_time: 0.0017 memory: 1679 loss: 1.8897 2022/11/28 03:49:32 - mmengine - INFO - Epoch(train) [62][3600/5005] lr: 4.7750e-02 eta: 5:48:45 time: 0.0738 data_time: 0.0019 memory: 1679 loss: 1.8725 2022/11/28 03:49:40 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:49:40 - mmengine - INFO - Epoch(train) [62][3700/5005] lr: 4.7724e-02 eta: 5:48:38 time: 0.0727 data_time: 0.0017 memory: 1679 loss: 1.6140 2022/11/28 03:49:48 - mmengine - INFO - Epoch(train) [62][3800/5005] lr: 4.7698e-02 eta: 5:48:31 time: 0.0733 data_time: 0.0022 memory: 1679 loss: 1.5871 2022/11/28 03:49:55 - mmengine - INFO - Epoch(train) [62][3900/5005] lr: 4.7672e-02 eta: 5:48:24 time: 0.0725 data_time: 0.0023 memory: 1679 loss: 1.5125 2022/11/28 03:50:02 - mmengine - INFO - Epoch(train) [62][4000/5005] lr: 4.7646e-02 eta: 5:48:17 time: 0.0724 data_time: 0.0017 memory: 1679 loss: 1.8949 2022/11/28 03:50:10 - mmengine - INFO - Epoch(train) [62][4100/5005] lr: 4.7620e-02 eta: 5:48:10 time: 0.0729 data_time: 0.0017 memory: 1679 loss: 1.8180 2022/11/28 03:50:17 - mmengine - INFO - Epoch(train) [62][4200/5005] lr: 4.7594e-02 eta: 5:48:03 time: 0.0730 data_time: 0.0023 memory: 1679 loss: 1.7663 2022/11/28 03:50:25 - mmengine - INFO - Epoch(train) [62][4300/5005] lr: 4.7568e-02 eta: 5:47:56 time: 0.0731 data_time: 0.0017 memory: 1679 loss: 1.6706 2022/11/28 03:50:32 - mmengine - INFO - Epoch(train) [62][4400/5005] lr: 4.7541e-02 eta: 5:47:49 time: 0.0735 data_time: 0.0016 memory: 1679 loss: 1.7226 2022/11/28 03:50:40 - mmengine - INFO - Epoch(train) [62][4500/5005] lr: 4.7515e-02 eta: 5:47:42 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.9914 2022/11/28 03:50:47 - mmengine - INFO - Epoch(train) [62][4600/5005] lr: 4.7489e-02 eta: 5:47:35 time: 0.0726 data_time: 0.0018 memory: 1679 loss: 1.9292 2022/11/28 03:50:54 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:50:55 - mmengine - INFO - Epoch(train) [62][4700/5005] lr: 4.7463e-02 eta: 5:47:28 time: 0.0733 data_time: 0.0023 memory: 1679 loss: 1.9694 2022/11/28 03:51:02 - mmengine - INFO - Epoch(train) [62][4800/5005] lr: 4.7437e-02 eta: 5:47:21 time: 0.0736 data_time: 0.0017 memory: 1679 loss: 1.6578 2022/11/28 03:51:09 - mmengine - INFO - Epoch(train) [62][4900/5005] lr: 4.7411e-02 eta: 5:47:14 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.7947 2022/11/28 03:51:17 - mmengine - INFO - Epoch(train) [62][5000/5005] lr: 4.7385e-02 eta: 5:47:07 time: 0.0740 data_time: 0.0033 memory: 1679 loss: 1.6517 2022/11/28 03:51:17 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:51:17 - mmengine - INFO - Saving checkpoint at 62 epochs 2022/11/28 03:51:23 - mmengine - INFO - Epoch(val) [62][100/196] eta: 0:00:04 time: 0.0384 data_time: 0.0248 memory: 1679 2022/11/28 03:51:36 - mmengine - INFO - Epoch(val) [62][196/196] accuracy/top1: 64.2200 accuracy/top5: 86.0920 2022/11/28 03:51:44 - mmengine - INFO - Epoch(train) [63][ 100/5005] lr: 4.7357e-02 eta: 5:47:00 time: 0.0737 data_time: 0.0019 memory: 1679 loss: 1.9044 2022/11/28 03:51:51 - mmengine - INFO - Epoch(train) [63][ 200/5005] lr: 4.7331e-02 eta: 5:46:53 time: 0.0730 data_time: 0.0018 memory: 1679 loss: 1.6770 2022/11/28 03:51:58 - mmengine - INFO - Epoch(train) [63][ 300/5005] lr: 4.7305e-02 eta: 5:46:46 time: 0.0722 data_time: 0.0017 memory: 1679 loss: 1.8596 2022/11/28 03:52:06 - mmengine - INFO - Epoch(train) [63][ 400/5005] lr: 4.7279e-02 eta: 5:46:39 time: 0.0736 data_time: 0.0022 memory: 1679 loss: 1.6678 2022/11/28 03:52:13 - mmengine - INFO - Epoch(train) [63][ 500/5005] lr: 4.7253e-02 eta: 5:46:32 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 1.7201 2022/11/28 03:52:21 - mmengine - INFO - Epoch(train) [63][ 600/5005] lr: 4.7227e-02 eta: 5:46:25 time: 0.0726 data_time: 0.0018 memory: 1679 loss: 2.0152 2022/11/28 03:52:27 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:52:28 - mmengine - INFO - Epoch(train) [63][ 700/5005] lr: 4.7201e-02 eta: 5:46:17 time: 0.0732 data_time: 0.0024 memory: 1679 loss: 1.7701 2022/11/28 03:52:36 - mmengine - INFO - Epoch(train) [63][ 800/5005] lr: 4.7175e-02 eta: 5:46:10 time: 0.0737 data_time: 0.0018 memory: 1679 loss: 1.6600 2022/11/28 03:52:43 - mmengine - INFO - Epoch(train) [63][ 900/5005] lr: 4.7148e-02 eta: 5:46:03 time: 0.0734 data_time: 0.0022 memory: 1679 loss: 1.8054 2022/11/28 03:52:50 - mmengine - INFO - Epoch(train) [63][1000/5005] lr: 4.7122e-02 eta: 5:45:56 time: 0.0734 data_time: 0.0018 memory: 1679 loss: 1.5484 2022/11/28 03:52:58 - mmengine - INFO - Epoch(train) [63][1100/5005] lr: 4.7096e-02 eta: 5:45:49 time: 0.0774 data_time: 0.0017 memory: 1679 loss: 1.8285 2022/11/28 03:53:05 - mmengine - INFO - Epoch(train) [63][1200/5005] lr: 4.7070e-02 eta: 5:45:42 time: 0.0722 data_time: 0.0018 memory: 1679 loss: 1.6884 2022/11/28 03:53:13 - mmengine - INFO - Epoch(train) [63][1300/5005] lr: 4.7044e-02 eta: 5:45:35 time: 0.0738 data_time: 0.0018 memory: 1679 loss: 1.7943 2022/11/28 03:53:20 - mmengine - INFO - Epoch(train) [63][1400/5005] lr: 4.7018e-02 eta: 5:45:28 time: 0.0729 data_time: 0.0021 memory: 1679 loss: 1.7982 2022/11/28 03:53:28 - mmengine - INFO - Epoch(train) [63][1500/5005] lr: 4.6992e-02 eta: 5:45:21 time: 0.0728 data_time: 0.0023 memory: 1679 loss: 1.7250 2022/11/28 03:53:35 - mmengine - INFO - Epoch(train) [63][1600/5005] lr: 4.6966e-02 eta: 5:45:14 time: 0.0727 data_time: 0.0017 memory: 1679 loss: 1.6862 2022/11/28 03:53:42 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:53:43 - mmengine - INFO - Epoch(train) [63][1700/5005] lr: 4.6940e-02 eta: 5:45:07 time: 0.0734 data_time: 0.0024 memory: 1679 loss: 1.9001 2022/11/28 03:53:50 - mmengine - INFO - Epoch(train) [63][1800/5005] lr: 4.6913e-02 eta: 5:45:01 time: 0.0730 data_time: 0.0023 memory: 1679 loss: 1.7800 2022/11/28 03:53:58 - mmengine - INFO - Epoch(train) [63][1900/5005] lr: 4.6887e-02 eta: 5:44:53 time: 0.0732 data_time: 0.0017 memory: 1679 loss: 1.7767 2022/11/28 03:54:05 - mmengine - INFO - Epoch(train) [63][2000/5005] lr: 4.6861e-02 eta: 5:44:46 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.9029 2022/11/28 03:54:13 - mmengine - INFO - Epoch(train) [63][2100/5005] lr: 4.6835e-02 eta: 5:44:39 time: 0.0730 data_time: 0.0020 memory: 1679 loss: 1.6633 2022/11/28 03:54:20 - mmengine - INFO - Epoch(train) [63][2200/5005] lr: 4.6809e-02 eta: 5:44:32 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 1.5883 2022/11/28 03:54:27 - mmengine - INFO - Epoch(train) [63][2300/5005] lr: 4.6783e-02 eta: 5:44:25 time: 0.0737 data_time: 0.0017 memory: 1679 loss: 1.9855 2022/11/28 03:54:35 - mmengine - INFO - Epoch(train) [63][2400/5005] lr: 4.6757e-02 eta: 5:44:18 time: 0.0738 data_time: 0.0017 memory: 1679 loss: 1.8511 2022/11/28 03:54:42 - mmengine - INFO - Epoch(train) [63][2500/5005] lr: 4.6731e-02 eta: 5:44:11 time: 0.0726 data_time: 0.0017 memory: 1679 loss: 1.6800 2022/11/28 03:54:50 - mmengine - INFO - Epoch(train) [63][2600/5005] lr: 4.6705e-02 eta: 5:44:04 time: 0.0731 data_time: 0.0017 memory: 1679 loss: 1.8116 2022/11/28 03:54:57 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:54:57 - mmengine - INFO - Epoch(train) [63][2700/5005] lr: 4.6679e-02 eta: 5:43:57 time: 0.0740 data_time: 0.0022 memory: 1679 loss: 1.9866 2022/11/28 03:55:05 - mmengine - INFO - Epoch(train) [63][2800/5005] lr: 4.6652e-02 eta: 5:43:50 time: 0.0732 data_time: 0.0018 memory: 1679 loss: 1.7586 2022/11/28 03:55:12 - mmengine - INFO - Epoch(train) [63][2900/5005] lr: 4.6626e-02 eta: 5:43:43 time: 0.0721 data_time: 0.0017 memory: 1679 loss: 1.5803 2022/11/28 03:55:20 - mmengine - INFO - Epoch(train) [63][3000/5005] lr: 4.6600e-02 eta: 5:43:36 time: 0.0726 data_time: 0.0019 memory: 1679 loss: 1.5922 2022/11/28 03:55:27 - mmengine - INFO - Epoch(train) [63][3100/5005] lr: 4.6574e-02 eta: 5:43:29 time: 0.0734 data_time: 0.0017 memory: 1679 loss: 1.6685 2022/11/28 03:55:35 - mmengine - INFO - Epoch(train) [63][3200/5005] lr: 4.6548e-02 eta: 5:43:22 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.8019 2022/11/28 03:55:42 - mmengine - INFO - Epoch(train) [63][3300/5005] lr: 4.6522e-02 eta: 5:43:15 time: 0.0732 data_time: 0.0018 memory: 1679 loss: 1.7946 2022/11/28 03:55:50 - mmengine - INFO - Epoch(train) [63][3400/5005] lr: 4.6496e-02 eta: 5:43:08 time: 0.0730 data_time: 0.0017 memory: 1679 loss: 1.9835 2022/11/28 03:55:57 - mmengine - INFO - Epoch(train) [63][3500/5005] lr: 4.6470e-02 eta: 5:43:01 time: 0.0724 data_time: 0.0019 memory: 1679 loss: 1.7411 2022/11/28 03:56:04 - mmengine - INFO - Epoch(train) [63][3600/5005] lr: 4.6444e-02 eta: 5:42:54 time: 0.0741 data_time: 0.0037 memory: 1679 loss: 2.0700 2022/11/28 03:56:11 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:56:12 - mmengine - INFO - Epoch(train) [63][3700/5005] lr: 4.6418e-02 eta: 5:42:47 time: 0.0723 data_time: 0.0018 memory: 1679 loss: 1.7729 2022/11/28 03:56:19 - mmengine - INFO - Epoch(train) [63][3800/5005] lr: 4.6392e-02 eta: 5:42:40 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 1.9289 2022/11/28 03:56:27 - mmengine - INFO - Epoch(train) [63][3900/5005] lr: 4.6365e-02 eta: 5:42:33 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.7527 2022/11/28 03:56:34 - mmengine - INFO - Epoch(train) [63][4000/5005] lr: 4.6339e-02 eta: 5:42:26 time: 0.0725 data_time: 0.0017 memory: 1679 loss: 1.8301 2022/11/28 03:56:41 - mmengine - INFO - Epoch(train) [63][4100/5005] lr: 4.6313e-02 eta: 5:42:19 time: 0.0731 data_time: 0.0017 memory: 1679 loss: 1.8637 2022/11/28 03:56:49 - mmengine - INFO - Epoch(train) [63][4200/5005] lr: 4.6287e-02 eta: 5:42:12 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.9761 2022/11/28 03:56:56 - mmengine - INFO - Epoch(train) [63][4300/5005] lr: 4.6261e-02 eta: 5:42:05 time: 0.0733 data_time: 0.0023 memory: 1679 loss: 2.0003 2022/11/28 03:57:04 - mmengine - INFO - Epoch(train) [63][4400/5005] lr: 4.6235e-02 eta: 5:41:58 time: 0.0735 data_time: 0.0017 memory: 1679 loss: 1.9392 2022/11/28 03:57:11 - mmengine - INFO - Epoch(train) [63][4500/5005] lr: 4.6209e-02 eta: 5:41:51 time: 0.0722 data_time: 0.0018 memory: 1679 loss: 1.9225 2022/11/28 03:57:19 - mmengine - INFO - Epoch(train) [63][4600/5005] lr: 4.6183e-02 eta: 5:41:44 time: 0.0726 data_time: 0.0017 memory: 1679 loss: 1.7957 2022/11/28 03:57:26 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:57:27 - mmengine - INFO - Epoch(train) [63][4700/5005] lr: 4.6157e-02 eta: 5:41:37 time: 0.0730 data_time: 0.0018 memory: 1679 loss: 1.7504 2022/11/28 03:57:34 - mmengine - INFO - Epoch(train) [63][4800/5005] lr: 4.6131e-02 eta: 5:41:30 time: 0.0727 data_time: 0.0017 memory: 1679 loss: 1.6886 2022/11/28 03:57:41 - mmengine - INFO - Epoch(train) [63][4900/5005] lr: 4.6105e-02 eta: 5:41:23 time: 0.0722 data_time: 0.0019 memory: 1679 loss: 1.8811 2022/11/28 03:57:49 - mmengine - INFO - Epoch(train) [63][5000/5005] lr: 4.6079e-02 eta: 5:41:16 time: 0.0739 data_time: 0.0026 memory: 1679 loss: 2.0087 2022/11/28 03:57:49 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:57:49 - mmengine - INFO - Saving checkpoint at 63 epochs 2022/11/28 03:57:54 - mmengine - INFO - Epoch(val) [63][100/196] eta: 0:00:03 time: 0.0364 data_time: 0.0228 memory: 1679 2022/11/28 03:58:07 - mmengine - INFO - Epoch(val) [63][196/196] accuracy/top1: 63.6400 accuracy/top5: 85.7720 2022/11/28 03:58:15 - mmengine - INFO - Epoch(train) [64][ 100/5005] lr: 4.6051e-02 eta: 5:41:09 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.6670 2022/11/28 03:58:22 - mmengine - INFO - Epoch(train) [64][ 200/5005] lr: 4.6025e-02 eta: 5:41:02 time: 0.0731 data_time: 0.0017 memory: 1679 loss: 1.7980 2022/11/28 03:58:30 - mmengine - INFO - Epoch(train) [64][ 300/5005] lr: 4.5999e-02 eta: 5:40:55 time: 0.0726 data_time: 0.0018 memory: 1679 loss: 1.7778 2022/11/28 03:58:37 - mmengine - INFO - Epoch(train) [64][ 400/5005] lr: 4.5973e-02 eta: 5:40:48 time: 0.0731 data_time: 0.0017 memory: 1679 loss: 1.8376 2022/11/28 03:58:45 - mmengine - INFO - Epoch(train) [64][ 500/5005] lr: 4.5947e-02 eta: 5:40:41 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.8311 2022/11/28 03:58:52 - mmengine - INFO - Epoch(train) [64][ 600/5005] lr: 4.5921e-02 eta: 5:40:34 time: 0.0780 data_time: 0.0018 memory: 1679 loss: 1.7747 2022/11/28 03:58:59 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 03:59:00 - mmengine - INFO - Epoch(train) [64][ 700/5005] lr: 4.5895e-02 eta: 5:40:27 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.8975 2022/11/28 03:59:07 - mmengine - INFO - Epoch(train) [64][ 800/5005] lr: 4.5869e-02 eta: 5:40:20 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.6342 2022/11/28 03:59:15 - mmengine - INFO - Epoch(train) [64][ 900/5005] lr: 4.5843e-02 eta: 5:40:13 time: 0.0741 data_time: 0.0016 memory: 1679 loss: 1.5921 2022/11/28 03:59:22 - mmengine - INFO - Epoch(train) [64][1000/5005] lr: 4.5817e-02 eta: 5:40:06 time: 0.0734 data_time: 0.0017 memory: 1679 loss: 2.0173 2022/11/28 03:59:30 - mmengine - INFO - Epoch(train) [64][1100/5005] lr: 4.5791e-02 eta: 5:39:58 time: 0.0730 data_time: 0.0017 memory: 1679 loss: 1.8411 2022/11/28 03:59:37 - mmengine - INFO - Epoch(train) [64][1200/5005] lr: 4.5765e-02 eta: 5:39:51 time: 0.0737 data_time: 0.0018 memory: 1679 loss: 1.7336 2022/11/28 03:59:45 - mmengine - INFO - Epoch(train) [64][1300/5005] lr: 4.5738e-02 eta: 5:39:45 time: 0.0733 data_time: 0.0021 memory: 1679 loss: 1.9246 2022/11/28 03:59:52 - mmengine - INFO - Epoch(train) [64][1400/5005] lr: 4.5712e-02 eta: 5:39:38 time: 0.0737 data_time: 0.0017 memory: 1679 loss: 1.9530 2022/11/28 04:00:00 - mmengine - INFO - Epoch(train) [64][1500/5005] lr: 4.5686e-02 eta: 5:39:31 time: 0.0730 data_time: 0.0016 memory: 1679 loss: 2.0845 2022/11/28 04:00:07 - mmengine - INFO - Epoch(train) [64][1600/5005] lr: 4.5660e-02 eta: 5:39:24 time: 0.0738 data_time: 0.0017 memory: 1679 loss: 1.8676 2022/11/28 04:00:13 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:00:15 - mmengine - INFO - Epoch(train) [64][1700/5005] lr: 4.5634e-02 eta: 5:39:16 time: 0.0725 data_time: 0.0017 memory: 1679 loss: 1.4747 2022/11/28 04:00:22 - mmengine - INFO - Epoch(train) [64][1800/5005] lr: 4.5608e-02 eta: 5:39:10 time: 0.0831 data_time: 0.0023 memory: 1679 loss: 1.7076 2022/11/28 04:00:30 - mmengine - INFO - Epoch(train) [64][1900/5005] lr: 4.5582e-02 eta: 5:39:03 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.7959 2022/11/28 04:00:37 - mmengine - INFO - Epoch(train) [64][2000/5005] lr: 4.5556e-02 eta: 5:38:55 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.8331 2022/11/28 04:00:45 - mmengine - INFO - Epoch(train) [64][2100/5005] lr: 4.5530e-02 eta: 5:38:48 time: 0.0731 data_time: 0.0017 memory: 1679 loss: 1.8251 2022/11/28 04:00:52 - mmengine - INFO - Epoch(train) [64][2200/5005] lr: 4.5504e-02 eta: 5:38:42 time: 0.0834 data_time: 0.0021 memory: 1679 loss: 1.7907 2022/11/28 04:01:00 - mmengine - INFO - Epoch(train) [64][2300/5005] lr: 4.5478e-02 eta: 5:38:35 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 1.7391 2022/11/28 04:01:07 - mmengine - INFO - Epoch(train) [64][2400/5005] lr: 4.5452e-02 eta: 5:38:28 time: 0.0737 data_time: 0.0017 memory: 1679 loss: 1.8068 2022/11/28 04:01:15 - mmengine - INFO - Epoch(train) [64][2500/5005] lr: 4.5426e-02 eta: 5:38:21 time: 0.0736 data_time: 0.0017 memory: 1679 loss: 1.5880 2022/11/28 04:01:22 - mmengine - INFO - Epoch(train) [64][2600/5005] lr: 4.5400e-02 eta: 5:38:14 time: 0.0737 data_time: 0.0023 memory: 1679 loss: 1.8214 2022/11/28 04:01:28 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:01:29 - mmengine - INFO - Epoch(train) [64][2700/5005] lr: 4.5374e-02 eta: 5:38:06 time: 0.0726 data_time: 0.0018 memory: 1679 loss: 1.6743 2022/11/28 04:01:37 - mmengine - INFO - Epoch(train) [64][2800/5005] lr: 4.5348e-02 eta: 5:37:59 time: 0.0723 data_time: 0.0017 memory: 1679 loss: 1.6381 2022/11/28 04:01:44 - mmengine - INFO - Epoch(train) [64][2900/5005] lr: 4.5322e-02 eta: 5:37:52 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.7488 2022/11/28 04:01:52 - mmengine - INFO - Epoch(train) [64][3000/5005] lr: 4.5296e-02 eta: 5:37:45 time: 0.0724 data_time: 0.0017 memory: 1679 loss: 1.7790 2022/11/28 04:01:59 - mmengine - INFO - Epoch(train) [64][3100/5005] lr: 4.5270e-02 eta: 5:37:38 time: 0.0723 data_time: 0.0017 memory: 1679 loss: 1.6880 2022/11/28 04:02:06 - mmengine - INFO - Epoch(train) [64][3200/5005] lr: 4.5244e-02 eta: 5:37:31 time: 0.0724 data_time: 0.0018 memory: 1679 loss: 1.7407 2022/11/28 04:02:14 - mmengine - INFO - Epoch(train) [64][3300/5005] lr: 4.5218e-02 eta: 5:37:24 time: 0.0785 data_time: 0.0024 memory: 1679 loss: 1.7078 2022/11/28 04:02:21 - mmengine - INFO - Epoch(train) [64][3400/5005] lr: 4.5191e-02 eta: 5:37:17 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.7862 2022/11/28 04:02:29 - mmengine - INFO - Epoch(train) [64][3500/5005] lr: 4.5165e-02 eta: 5:37:10 time: 0.0743 data_time: 0.0023 memory: 1679 loss: 1.8728 2022/11/28 04:02:36 - mmengine - INFO - Epoch(train) [64][3600/5005] lr: 4.5139e-02 eta: 5:37:03 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 1.7463 2022/11/28 04:02:43 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:02:44 - mmengine - INFO - Epoch(train) [64][3700/5005] lr: 4.5113e-02 eta: 5:36:56 time: 0.0730 data_time: 0.0017 memory: 1679 loss: 2.0469 2022/11/28 04:02:51 - mmengine - INFO - Epoch(train) [64][3800/5005] lr: 4.5087e-02 eta: 5:36:49 time: 0.0731 data_time: 0.0022 memory: 1679 loss: 1.8620 2022/11/28 04:02:59 - mmengine - INFO - Epoch(train) [64][3900/5005] lr: 4.5061e-02 eta: 5:36:42 time: 0.0734 data_time: 0.0023 memory: 1679 loss: 1.7851 2022/11/28 04:03:06 - mmengine - INFO - Epoch(train) [64][4000/5005] lr: 4.5035e-02 eta: 5:36:35 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.7583 2022/11/28 04:03:14 - mmengine - INFO - Epoch(train) [64][4100/5005] lr: 4.5009e-02 eta: 5:36:28 time: 0.0725 data_time: 0.0020 memory: 1679 loss: 1.7353 2022/11/28 04:03:21 - mmengine - INFO - Epoch(train) [64][4200/5005] lr: 4.4983e-02 eta: 5:36:21 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.7964 2022/11/28 04:03:29 - mmengine - INFO - Epoch(train) [64][4300/5005] lr: 4.4957e-02 eta: 5:36:14 time: 0.0733 data_time: 0.0026 memory: 1679 loss: 1.6644 2022/11/28 04:03:36 - mmengine - INFO - Epoch(train) [64][4400/5005] lr: 4.4931e-02 eta: 5:36:07 time: 0.0744 data_time: 0.0017 memory: 1679 loss: 1.6637 2022/11/28 04:03:43 - mmengine - INFO - Epoch(train) [64][4500/5005] lr: 4.4905e-02 eta: 5:36:00 time: 0.0731 data_time: 0.0022 memory: 1679 loss: 1.8977 2022/11/28 04:03:51 - mmengine - INFO - Epoch(train) [64][4600/5005] lr: 4.4879e-02 eta: 5:35:53 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.8814 2022/11/28 04:03:57 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:03:58 - mmengine - INFO - Epoch(train) [64][4700/5005] lr: 4.4853e-02 eta: 5:35:46 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.7891 2022/11/28 04:04:06 - mmengine - INFO - Epoch(train) [64][4800/5005] lr: 4.4827e-02 eta: 5:35:39 time: 0.0780 data_time: 0.0017 memory: 1679 loss: 1.7806 2022/11/28 04:04:13 - mmengine - INFO - Epoch(train) [64][4900/5005] lr: 4.4801e-02 eta: 5:35:32 time: 0.0793 data_time: 0.0025 memory: 1679 loss: 1.8801 2022/11/28 04:04:21 - mmengine - INFO - Epoch(train) [64][5000/5005] lr: 4.4775e-02 eta: 5:35:24 time: 0.0737 data_time: 0.0026 memory: 1679 loss: 1.7824 2022/11/28 04:04:21 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:04:21 - mmengine - INFO - Saving checkpoint at 64 epochs 2022/11/28 04:04:26 - mmengine - INFO - Epoch(val) [64][100/196] eta: 0:00:04 time: 0.0374 data_time: 0.0236 memory: 1679 2022/11/28 04:04:40 - mmengine - INFO - Epoch(val) [64][196/196] accuracy/top1: 63.9040 accuracy/top5: 85.8020 2022/11/28 04:04:48 - mmengine - INFO - Epoch(train) [65][ 100/5005] lr: 4.4748e-02 eta: 5:35:17 time: 0.0738 data_time: 0.0017 memory: 1679 loss: 1.8729 2022/11/28 04:04:55 - mmengine - INFO - Epoch(train) [65][ 200/5005] lr: 4.4722e-02 eta: 5:35:10 time: 0.0737 data_time: 0.0017 memory: 1679 loss: 1.7477 2022/11/28 04:05:03 - mmengine - INFO - Epoch(train) [65][ 300/5005] lr: 4.4696e-02 eta: 5:35:04 time: 0.0730 data_time: 0.0021 memory: 1679 loss: 1.5823 2022/11/28 04:05:10 - mmengine - INFO - Epoch(train) [65][ 400/5005] lr: 4.4670e-02 eta: 5:34:56 time: 0.0736 data_time: 0.0017 memory: 1679 loss: 1.5813 2022/11/28 04:05:18 - mmengine - INFO - Epoch(train) [65][ 500/5005] lr: 4.4644e-02 eta: 5:34:49 time: 0.0732 data_time: 0.0017 memory: 1679 loss: 1.6936 2022/11/28 04:05:25 - mmengine - INFO - Epoch(train) [65][ 600/5005] lr: 4.4618e-02 eta: 5:34:42 time: 0.0735 data_time: 0.0017 memory: 1679 loss: 1.5334 2022/11/28 04:05:31 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:05:33 - mmengine - INFO - Epoch(train) [65][ 700/5005] lr: 4.4592e-02 eta: 5:34:35 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.7989 2022/11/28 04:05:40 - mmengine - INFO - Epoch(train) [65][ 800/5005] lr: 4.4566e-02 eta: 5:34:28 time: 0.0735 data_time: 0.0017 memory: 1679 loss: 1.7167 2022/11/28 04:05:48 - mmengine - INFO - Epoch(train) [65][ 900/5005] lr: 4.4540e-02 eta: 5:34:21 time: 0.0739 data_time: 0.0022 memory: 1679 loss: 1.8039 2022/11/28 04:05:55 - mmengine - INFO - Epoch(train) [65][1000/5005] lr: 4.4514e-02 eta: 5:34:14 time: 0.0739 data_time: 0.0016 memory: 1679 loss: 1.7570 2022/11/28 04:06:03 - mmengine - INFO - Epoch(train) [65][1100/5005] lr: 4.4488e-02 eta: 5:34:07 time: 0.0739 data_time: 0.0019 memory: 1679 loss: 1.7438 2022/11/28 04:06:10 - mmengine - INFO - Epoch(train) [65][1200/5005] lr: 4.4462e-02 eta: 5:34:00 time: 0.0734 data_time: 0.0017 memory: 1679 loss: 1.5767 2022/11/28 04:06:18 - mmengine - INFO - Epoch(train) [65][1300/5005] lr: 4.4436e-02 eta: 5:33:53 time: 0.0737 data_time: 0.0018 memory: 1679 loss: 1.7772 2022/11/28 04:06:25 - mmengine - INFO - Epoch(train) [65][1400/5005] lr: 4.4410e-02 eta: 5:33:46 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.7898 2022/11/28 04:06:33 - mmengine - INFO - Epoch(train) [65][1500/5005] lr: 4.4384e-02 eta: 5:33:39 time: 0.0734 data_time: 0.0018 memory: 1679 loss: 1.7994 2022/11/28 04:06:40 - mmengine - INFO - Epoch(train) [65][1600/5005] lr: 4.4358e-02 eta: 5:33:32 time: 0.0751 data_time: 0.0018 memory: 1679 loss: 1.8737 2022/11/28 04:06:46 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:06:48 - mmengine - INFO - Epoch(train) [65][1700/5005] lr: 4.4332e-02 eta: 5:33:25 time: 0.0731 data_time: 0.0017 memory: 1679 loss: 1.8654 2022/11/28 04:06:55 - mmengine - INFO - Epoch(train) [65][1800/5005] lr: 4.4306e-02 eta: 5:33:18 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.6882 2022/11/28 04:07:03 - mmengine - INFO - Epoch(train) [65][1900/5005] lr: 4.4280e-02 eta: 5:33:11 time: 0.0724 data_time: 0.0019 memory: 1679 loss: 1.7943 2022/11/28 04:07:10 - mmengine - INFO - Epoch(train) [65][2000/5005] lr: 4.4254e-02 eta: 5:33:04 time: 0.0731 data_time: 0.0025 memory: 1679 loss: 1.7426 2022/11/28 04:07:18 - mmengine - INFO - Epoch(train) [65][2100/5005] lr: 4.4228e-02 eta: 5:32:57 time: 0.0733 data_time: 0.0017 memory: 1679 loss: 1.7878 2022/11/28 04:07:25 - mmengine - INFO - Epoch(train) [65][2200/5005] lr: 4.4202e-02 eta: 5:32:50 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.6339 2022/11/28 04:07:33 - mmengine - INFO - Epoch(train) [65][2300/5005] lr: 4.4176e-02 eta: 5:32:43 time: 0.0731 data_time: 0.0021 memory: 1679 loss: 1.6997 2022/11/28 04:07:40 - mmengine - INFO - Epoch(train) [65][2400/5005] lr: 4.4150e-02 eta: 5:32:36 time: 0.0727 data_time: 0.0023 memory: 1679 loss: 1.7928 2022/11/28 04:07:47 - mmengine - INFO - Epoch(train) [65][2500/5005] lr: 4.4124e-02 eta: 5:32:29 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.6181 2022/11/28 04:07:55 - mmengine - INFO - Epoch(train) [65][2600/5005] lr: 4.4098e-02 eta: 5:32:22 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.7325 2022/11/28 04:08:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:08:02 - mmengine - INFO - Epoch(train) [65][2700/5005] lr: 4.4072e-02 eta: 5:32:15 time: 0.0726 data_time: 0.0021 memory: 1679 loss: 1.7007 2022/11/28 04:08:10 - mmengine - INFO - Epoch(train) [65][2800/5005] lr: 4.4046e-02 eta: 5:32:08 time: 0.0807 data_time: 0.0017 memory: 1679 loss: 1.8331 2022/11/28 04:08:17 - mmengine - INFO - Epoch(train) [65][2900/5005] lr: 4.4020e-02 eta: 5:32:01 time: 0.0725 data_time: 0.0017 memory: 1679 loss: 1.5873 2022/11/28 04:08:25 - mmengine - INFO - Epoch(train) [65][3000/5005] lr: 4.3994e-02 eta: 5:31:54 time: 0.0739 data_time: 0.0018 memory: 1679 loss: 1.8165 2022/11/28 04:08:32 - mmengine - INFO - Epoch(train) [65][3100/5005] lr: 4.3968e-02 eta: 5:31:47 time: 0.0731 data_time: 0.0018 memory: 1679 loss: 1.6550 2022/11/28 04:08:40 - mmengine - INFO - Epoch(train) [65][3200/5005] lr: 4.3942e-02 eta: 5:31:40 time: 0.0741 data_time: 0.0025 memory: 1679 loss: 1.6528 2022/11/28 04:08:47 - mmengine - INFO - Epoch(train) [65][3300/5005] lr: 4.3916e-02 eta: 5:31:33 time: 0.0731 data_time: 0.0017 memory: 1679 loss: 2.0541 2022/11/28 04:08:55 - mmengine - INFO - Epoch(train) [65][3400/5005] lr: 4.3890e-02 eta: 5:31:26 time: 0.0740 data_time: 0.0017 memory: 1679 loss: 1.6020 2022/11/28 04:09:02 - mmengine - INFO - Epoch(train) [65][3500/5005] lr: 4.3864e-02 eta: 5:31:19 time: 0.0724 data_time: 0.0018 memory: 1679 loss: 1.5917 2022/11/28 04:09:10 - mmengine - INFO - Epoch(train) [65][3600/5005] lr: 4.3838e-02 eta: 5:31:12 time: 0.0731 data_time: 0.0018 memory: 1679 loss: 1.7404 2022/11/28 04:09:16 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:09:17 - mmengine - INFO - Epoch(train) [65][3700/5005] lr: 4.3812e-02 eta: 5:31:05 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.8885 2022/11/28 04:09:25 - mmengine - INFO - Epoch(train) [65][3800/5005] lr: 4.3787e-02 eta: 5:30:58 time: 0.0724 data_time: 0.0018 memory: 1679 loss: 1.5370 2022/11/28 04:09:32 - mmengine - INFO - Epoch(train) [65][3900/5005] lr: 4.3761e-02 eta: 5:30:51 time: 0.0739 data_time: 0.0018 memory: 1679 loss: 1.6873 2022/11/28 04:09:40 - mmengine - INFO - Epoch(train) [65][4000/5005] lr: 4.3735e-02 eta: 5:30:44 time: 0.0728 data_time: 0.0021 memory: 1679 loss: 1.8974 2022/11/28 04:09:47 - mmengine - INFO - Epoch(train) [65][4100/5005] lr: 4.3709e-02 eta: 5:30:37 time: 0.0740 data_time: 0.0022 memory: 1679 loss: 1.7441 2022/11/28 04:09:55 - mmengine - INFO - Epoch(train) [65][4200/5005] lr: 4.3683e-02 eta: 5:30:30 time: 0.0741 data_time: 0.0017 memory: 1679 loss: 1.7425 2022/11/28 04:10:02 - mmengine - INFO - Epoch(train) [65][4300/5005] lr: 4.3657e-02 eta: 5:30:23 time: 0.0730 data_time: 0.0022 memory: 1679 loss: 1.7111 2022/11/28 04:10:10 - mmengine - INFO - Epoch(train) [65][4400/5005] lr: 4.3631e-02 eta: 5:30:16 time: 0.0793 data_time: 0.0018 memory: 1679 loss: 1.9201 2022/11/28 04:10:17 - mmengine - INFO - Epoch(train) [65][4500/5005] lr: 4.3605e-02 eta: 5:30:09 time: 0.0736 data_time: 0.0024 memory: 1679 loss: 1.8044 2022/11/28 04:10:25 - mmengine - INFO - Epoch(train) [65][4600/5005] lr: 4.3579e-02 eta: 5:30:02 time: 0.0813 data_time: 0.0018 memory: 1679 loss: 1.8039 2022/11/28 04:10:31 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:10:32 - mmengine - INFO - Epoch(train) [65][4700/5005] lr: 4.3553e-02 eta: 5:29:55 time: 0.0781 data_time: 0.0019 memory: 1679 loss: 1.7499 2022/11/28 04:10:40 - mmengine - INFO - Epoch(train) [65][4800/5005] lr: 4.3527e-02 eta: 5:29:48 time: 0.0731 data_time: 0.0023 memory: 1679 loss: 1.6537 2022/11/28 04:10:47 - mmengine - INFO - Epoch(train) [65][4900/5005] lr: 4.3501e-02 eta: 5:29:41 time: 0.0737 data_time: 0.0019 memory: 1679 loss: 1.7524 2022/11/28 04:10:55 - mmengine - INFO - Epoch(train) [65][5000/5005] lr: 4.3475e-02 eta: 5:29:34 time: 0.0737 data_time: 0.0026 memory: 1679 loss: 1.7388 2022/11/28 04:10:55 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:10:55 - mmengine - INFO - Saving checkpoint at 65 epochs 2022/11/28 04:11:01 - mmengine - INFO - Epoch(val) [65][100/196] eta: 0:00:04 time: 0.0419 data_time: 0.0281 memory: 1679 2022/11/28 04:11:14 - mmengine - INFO - Epoch(val) [65][196/196] accuracy/top1: 64.1160 accuracy/top5: 86.1460 2022/11/28 04:11:22 - mmengine - INFO - Epoch(train) [66][ 100/5005] lr: 4.3448e-02 eta: 5:29:27 time: 0.0738 data_time: 0.0017 memory: 1679 loss: 1.7496 2022/11/28 04:11:29 - mmengine - INFO - Epoch(train) [66][ 200/5005] lr: 4.3422e-02 eta: 5:29:20 time: 0.0730 data_time: 0.0018 memory: 1679 loss: 1.6881 2022/11/28 04:11:37 - mmengine - INFO - Epoch(train) [66][ 300/5005] lr: 4.3396e-02 eta: 5:29:13 time: 0.0731 data_time: 0.0017 memory: 1679 loss: 1.6427 2022/11/28 04:11:44 - mmengine - INFO - Epoch(train) [66][ 400/5005] lr: 4.3370e-02 eta: 5:29:06 time: 0.0732 data_time: 0.0024 memory: 1679 loss: 1.7561 2022/11/28 04:11:52 - mmengine - INFO - Epoch(train) [66][ 500/5005] lr: 4.3344e-02 eta: 5:28:59 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.9848 2022/11/28 04:11:59 - mmengine - INFO - Epoch(train) [66][ 600/5005] lr: 4.3318e-02 eta: 5:28:52 time: 0.0735 data_time: 0.0023 memory: 1679 loss: 1.5001 2022/11/28 04:12:05 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:12:07 - mmengine - INFO - Epoch(train) [66][ 700/5005] lr: 4.3292e-02 eta: 5:28:45 time: 0.0732 data_time: 0.0023 memory: 1679 loss: 1.8702 2022/11/28 04:12:14 - mmengine - INFO - Epoch(train) [66][ 800/5005] lr: 4.3267e-02 eta: 5:28:38 time: 0.0739 data_time: 0.0018 memory: 1679 loss: 1.5793 2022/11/28 04:12:22 - mmengine - INFO - Epoch(train) [66][ 900/5005] lr: 4.3241e-02 eta: 5:28:31 time: 0.0740 data_time: 0.0023 memory: 1679 loss: 1.9966 2022/11/28 04:12:29 - mmengine - INFO - Epoch(train) [66][1000/5005] lr: 4.3215e-02 eta: 5:28:24 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.6039 2022/11/28 04:12:36 - mmengine - INFO - Epoch(train) [66][1100/5005] lr: 4.3189e-02 eta: 5:28:17 time: 0.0740 data_time: 0.0017 memory: 1679 loss: 1.6720 2022/11/28 04:12:44 - mmengine - INFO - Epoch(train) [66][1200/5005] lr: 4.3163e-02 eta: 5:28:10 time: 0.0734 data_time: 0.0017 memory: 1679 loss: 1.5973 2022/11/28 04:12:51 - mmengine - INFO - Epoch(train) [66][1300/5005] lr: 4.3137e-02 eta: 5:28:03 time: 0.0737 data_time: 0.0018 memory: 1679 loss: 1.7882 2022/11/28 04:12:59 - mmengine - INFO - Epoch(train) [66][1400/5005] lr: 4.3111e-02 eta: 5:27:56 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.8701 2022/11/28 04:13:06 - mmengine - INFO - Epoch(train) [66][1500/5005] lr: 4.3085e-02 eta: 5:27:49 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 1.7783 2022/11/28 04:13:14 - mmengine - INFO - Epoch(train) [66][1600/5005] lr: 4.3059e-02 eta: 5:27:42 time: 0.0819 data_time: 0.0017 memory: 1679 loss: 1.7220 2022/11/28 04:13:19 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:13:21 - mmengine - INFO - Epoch(train) [66][1700/5005] lr: 4.3033e-02 eta: 5:27:35 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 1.6089 2022/11/28 04:13:29 - mmengine - INFO - Epoch(train) [66][1800/5005] lr: 4.3008e-02 eta: 5:27:28 time: 0.0743 data_time: 0.0017 memory: 1679 loss: 1.7174 2022/11/28 04:13:36 - mmengine - INFO - Epoch(train) [66][1900/5005] lr: 4.2982e-02 eta: 5:27:21 time: 0.0730 data_time: 0.0018 memory: 1679 loss: 1.7471 2022/11/28 04:13:44 - mmengine - INFO - Epoch(train) [66][2000/5005] lr: 4.2956e-02 eta: 5:27:13 time: 0.0736 data_time: 0.0019 memory: 1679 loss: 1.8160 2022/11/28 04:13:51 - mmengine - INFO - Epoch(train) [66][2100/5005] lr: 4.2930e-02 eta: 5:27:06 time: 0.0735 data_time: 0.0018 memory: 1679 loss: 1.5842 2022/11/28 04:13:59 - mmengine - INFO - Epoch(train) [66][2200/5005] lr: 4.2904e-02 eta: 5:26:59 time: 0.0741 data_time: 0.0017 memory: 1679 loss: 1.8844 2022/11/28 04:14:06 - mmengine - INFO - Epoch(train) [66][2300/5005] lr: 4.2878e-02 eta: 5:26:52 time: 0.0732 data_time: 0.0023 memory: 1679 loss: 1.6171 2022/11/28 04:14:14 - mmengine - INFO - Epoch(train) [66][2400/5005] lr: 4.2852e-02 eta: 5:26:45 time: 0.0729 data_time: 0.0022 memory: 1679 loss: 1.6123 2022/11/28 04:14:21 - mmengine - INFO - Epoch(train) [66][2500/5005] lr: 4.2826e-02 eta: 5:26:38 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.7513 2022/11/28 04:14:29 - mmengine - INFO - Epoch(train) [66][2600/5005] lr: 4.2800e-02 eta: 5:26:31 time: 0.0744 data_time: 0.0019 memory: 1679 loss: 1.5737 2022/11/28 04:14:34 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:14:36 - mmengine - INFO - Epoch(train) [66][2700/5005] lr: 4.2775e-02 eta: 5:26:24 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 1.7405 2022/11/28 04:14:44 - mmengine - INFO - Epoch(train) [66][2800/5005] lr: 4.2749e-02 eta: 5:26:17 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 2.0181 2022/11/28 04:14:51 - mmengine - INFO - Epoch(train) [66][2900/5005] lr: 4.2723e-02 eta: 5:26:10 time: 0.0730 data_time: 0.0018 memory: 1679 loss: 1.9008 2022/11/28 04:14:58 - mmengine - INFO - Epoch(train) [66][3000/5005] lr: 4.2697e-02 eta: 5:26:03 time: 0.0725 data_time: 0.0021 memory: 1679 loss: 1.7023 2022/11/28 04:15:06 - mmengine - INFO - Epoch(train) [66][3100/5005] lr: 4.2671e-02 eta: 5:25:56 time: 0.0726 data_time: 0.0017 memory: 1679 loss: 1.7049 2022/11/28 04:15:13 - mmengine - INFO - Epoch(train) [66][3200/5005] lr: 4.2645e-02 eta: 5:25:49 time: 0.0731 data_time: 0.0018 memory: 1679 loss: 1.5646 2022/11/28 04:15:21 - mmengine - INFO - Epoch(train) [66][3300/5005] lr: 4.2619e-02 eta: 5:25:42 time: 0.0721 data_time: 0.0018 memory: 1679 loss: 1.7375 2022/11/28 04:15:28 - mmengine - INFO - Epoch(train) [66][3400/5005] lr: 4.2593e-02 eta: 5:25:35 time: 0.0723 data_time: 0.0018 memory: 1679 loss: 1.8665 2022/11/28 04:15:36 - mmengine - INFO - Epoch(train) [66][3500/5005] lr: 4.2568e-02 eta: 5:25:28 time: 0.0722 data_time: 0.0018 memory: 1679 loss: 1.6750 2022/11/28 04:15:43 - mmengine - INFO - Epoch(train) [66][3600/5005] lr: 4.2542e-02 eta: 5:25:21 time: 0.0726 data_time: 0.0018 memory: 1679 loss: 1.6806 2022/11/28 04:15:49 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:15:51 - mmengine - INFO - Epoch(train) [66][3700/5005] lr: 4.2516e-02 eta: 5:25:14 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.6031 2022/11/28 04:15:58 - mmengine - INFO - Epoch(train) [66][3800/5005] lr: 4.2490e-02 eta: 5:25:07 time: 0.0802 data_time: 0.0024 memory: 1679 loss: 1.7294 2022/11/28 04:16:06 - mmengine - INFO - Epoch(train) [66][3900/5005] lr: 4.2464e-02 eta: 5:25:00 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 1.7229 2022/11/28 04:16:13 - mmengine - INFO - Epoch(train) [66][4000/5005] lr: 4.2438e-02 eta: 5:24:53 time: 0.0844 data_time: 0.0127 memory: 1679 loss: 1.7413 2022/11/28 04:16:20 - mmengine - INFO - Epoch(train) [66][4100/5005] lr: 4.2412e-02 eta: 5:24:45 time: 0.0736 data_time: 0.0018 memory: 1679 loss: 1.8180 2022/11/28 04:16:28 - mmengine - INFO - Epoch(train) [66][4200/5005] lr: 4.2387e-02 eta: 5:24:38 time: 0.0728 data_time: 0.0019 memory: 1679 loss: 1.6717 2022/11/28 04:16:35 - mmengine - INFO - Epoch(train) [66][4300/5005] lr: 4.2361e-02 eta: 5:24:31 time: 0.0738 data_time: 0.0023 memory: 1679 loss: 1.8044 2022/11/28 04:16:43 - mmengine - INFO - Epoch(train) [66][4400/5005] lr: 4.2335e-02 eta: 5:24:24 time: 0.0728 data_time: 0.0020 memory: 1679 loss: 2.0015 2022/11/28 04:16:50 - mmengine - INFO - Epoch(train) [66][4500/5005] lr: 4.2309e-02 eta: 5:24:17 time: 0.0733 data_time: 0.0017 memory: 1679 loss: 1.6011 2022/11/28 04:16:58 - mmengine - INFO - Epoch(train) [66][4600/5005] lr: 4.2283e-02 eta: 5:24:10 time: 0.0737 data_time: 0.0017 memory: 1679 loss: 1.5128 2022/11/28 04:17:03 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:17:05 - mmengine - INFO - Epoch(train) [66][4700/5005] lr: 4.2257e-02 eta: 5:24:03 time: 0.0735 data_time: 0.0017 memory: 1679 loss: 1.5011 2022/11/28 04:17:13 - mmengine - INFO - Epoch(train) [66][4800/5005] lr: 4.2231e-02 eta: 5:23:57 time: 0.0985 data_time: 0.0017 memory: 1679 loss: 1.6994 2022/11/28 04:17:21 - mmengine - INFO - Epoch(train) [66][4900/5005] lr: 4.2206e-02 eta: 5:23:50 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.8115 2022/11/28 04:17:28 - mmengine - INFO - Epoch(train) [66][5000/5005] lr: 4.2180e-02 eta: 5:23:43 time: 0.0749 data_time: 0.0027 memory: 1679 loss: 1.8377 2022/11/28 04:17:29 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:17:29 - mmengine - INFO - Saving checkpoint at 66 epochs 2022/11/28 04:17:34 - mmengine - INFO - Epoch(val) [66][100/196] eta: 0:00:03 time: 0.0367 data_time: 0.0229 memory: 1679 2022/11/28 04:17:47 - mmengine - INFO - Epoch(val) [66][196/196] accuracy/top1: 64.2940 accuracy/top5: 86.4220 2022/11/28 04:17:55 - mmengine - INFO - Epoch(train) [67][ 100/5005] lr: 4.2153e-02 eta: 5:23:35 time: 0.0731 data_time: 0.0018 memory: 1679 loss: 1.7668 2022/11/28 04:18:02 - mmengine - INFO - Epoch(train) [67][ 200/5005] lr: 4.2127e-02 eta: 5:23:28 time: 0.0737 data_time: 0.0018 memory: 1679 loss: 1.7733 2022/11/28 04:18:10 - mmengine - INFO - Epoch(train) [67][ 300/5005] lr: 4.2101e-02 eta: 5:23:22 time: 0.0734 data_time: 0.0017 memory: 1679 loss: 1.5938 2022/11/28 04:18:17 - mmengine - INFO - Epoch(train) [67][ 400/5005] lr: 4.2075e-02 eta: 5:23:15 time: 0.0732 data_time: 0.0024 memory: 1679 loss: 1.5636 2022/11/28 04:18:25 - mmengine - INFO - Epoch(train) [67][ 500/5005] lr: 4.2049e-02 eta: 5:23:08 time: 0.0740 data_time: 0.0026 memory: 1679 loss: 1.8978 2022/11/28 04:18:32 - mmengine - INFO - Epoch(train) [67][ 600/5005] lr: 4.2024e-02 eta: 5:23:00 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.6565 2022/11/28 04:18:38 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:18:40 - mmengine - INFO - Epoch(train) [67][ 700/5005] lr: 4.1998e-02 eta: 5:22:53 time: 0.0726 data_time: 0.0019 memory: 1679 loss: 1.5165 2022/11/28 04:18:47 - mmengine - INFO - Epoch(train) [67][ 800/5005] lr: 4.1972e-02 eta: 5:22:46 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 1.8351 2022/11/28 04:18:55 - mmengine - INFO - Epoch(train) [67][ 900/5005] lr: 4.1946e-02 eta: 5:22:39 time: 0.0735 data_time: 0.0017 memory: 1679 loss: 1.7940 2022/11/28 04:19:02 - mmengine - INFO - Epoch(train) [67][1000/5005] lr: 4.1920e-02 eta: 5:22:32 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.6373 2022/11/28 04:19:10 - mmengine - INFO - Epoch(train) [67][1100/5005] lr: 4.1895e-02 eta: 5:22:25 time: 0.0741 data_time: 0.0018 memory: 1679 loss: 1.8415 2022/11/28 04:19:17 - mmengine - INFO - Epoch(train) [67][1200/5005] lr: 4.1869e-02 eta: 5:22:18 time: 0.0734 data_time: 0.0017 memory: 1679 loss: 1.8331 2022/11/28 04:19:25 - mmengine - INFO - Epoch(train) [67][1300/5005] lr: 4.1843e-02 eta: 5:22:11 time: 0.0730 data_time: 0.0022 memory: 1679 loss: 1.6496 2022/11/28 04:19:32 - mmengine - INFO - Epoch(train) [67][1400/5005] lr: 4.1817e-02 eta: 5:22:04 time: 0.0732 data_time: 0.0017 memory: 1679 loss: 1.8634 2022/11/28 04:19:40 - mmengine - INFO - Epoch(train) [67][1500/5005] lr: 4.1791e-02 eta: 5:21:57 time: 0.0736 data_time: 0.0017 memory: 1679 loss: 1.4671 2022/11/28 04:19:47 - mmengine - INFO - Epoch(train) [67][1600/5005] lr: 4.1766e-02 eta: 5:21:50 time: 0.0740 data_time: 0.0017 memory: 1679 loss: 1.8268 2022/11/28 04:19:52 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:19:55 - mmengine - INFO - Epoch(train) [67][1700/5005] lr: 4.1740e-02 eta: 5:21:43 time: 0.0731 data_time: 0.0017 memory: 1679 loss: 1.5617 2022/11/28 04:20:02 - mmengine - INFO - Epoch(train) [67][1800/5005] lr: 4.1714e-02 eta: 5:21:36 time: 0.0733 data_time: 0.0022 memory: 1679 loss: 1.7030 2022/11/28 04:20:10 - mmengine - INFO - Epoch(train) [67][1900/5005] lr: 4.1688e-02 eta: 5:21:29 time: 0.0731 data_time: 0.0017 memory: 1679 loss: 1.7160 2022/11/28 04:20:17 - mmengine - INFO - Epoch(train) [67][2000/5005] lr: 4.1662e-02 eta: 5:21:22 time: 0.0729 data_time: 0.0023 memory: 1679 loss: 1.7599 2022/11/28 04:20:25 - mmengine - INFO - Epoch(train) [67][2100/5005] lr: 4.1637e-02 eta: 5:21:15 time: 0.0808 data_time: 0.0018 memory: 1679 loss: 1.6952 2022/11/28 04:20:32 - mmengine - INFO - Epoch(train) [67][2200/5005] lr: 4.1611e-02 eta: 5:21:08 time: 0.0739 data_time: 0.0017 memory: 1679 loss: 1.6676 2022/11/28 04:20:40 - mmengine - INFO - Epoch(train) [67][2300/5005] lr: 4.1585e-02 eta: 5:21:01 time: 0.0734 data_time: 0.0017 memory: 1679 loss: 1.8055 2022/11/28 04:20:47 - mmengine - INFO - Epoch(train) [67][2400/5005] lr: 4.1559e-02 eta: 5:20:54 time: 0.0729 data_time: 0.0022 memory: 1679 loss: 1.8440 2022/11/28 04:20:54 - mmengine - INFO - Epoch(train) [67][2500/5005] lr: 4.1533e-02 eta: 5:20:47 time: 0.0735 data_time: 0.0017 memory: 1679 loss: 1.9828 2022/11/28 04:21:02 - mmengine - INFO - Epoch(train) [67][2600/5005] lr: 4.1508e-02 eta: 5:20:40 time: 0.0732 data_time: 0.0023 memory: 1679 loss: 1.7498 2022/11/28 04:21:07 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:21:09 - mmengine - INFO - Epoch(train) [67][2700/5005] lr: 4.1482e-02 eta: 5:20:33 time: 0.0728 data_time: 0.0023 memory: 1679 loss: 1.4719 2022/11/28 04:21:17 - mmengine - INFO - Epoch(train) [67][2800/5005] lr: 4.1456e-02 eta: 5:20:25 time: 0.0735 data_time: 0.0018 memory: 1679 loss: 1.8214 2022/11/28 04:21:24 - mmengine - INFO - Epoch(train) [67][2900/5005] lr: 4.1430e-02 eta: 5:20:19 time: 0.0736 data_time: 0.0018 memory: 1679 loss: 1.7229 2022/11/28 04:21:32 - mmengine - INFO - Epoch(train) [67][3000/5005] lr: 4.1405e-02 eta: 5:20:11 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.7132 2022/11/28 04:21:39 - mmengine - INFO - Epoch(train) [67][3100/5005] lr: 4.1379e-02 eta: 5:20:04 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.8353 2022/11/28 04:21:47 - mmengine - INFO - Epoch(train) [67][3200/5005] lr: 4.1353e-02 eta: 5:19:57 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.8011 2022/11/28 04:21:54 - mmengine - INFO - Epoch(train) [67][3300/5005] lr: 4.1327e-02 eta: 5:19:50 time: 0.0744 data_time: 0.0017 memory: 1679 loss: 1.7654 2022/11/28 04:22:02 - mmengine - INFO - Epoch(train) [67][3400/5005] lr: 4.1302e-02 eta: 5:19:43 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 1.5705 2022/11/28 04:22:09 - mmengine - INFO - Epoch(train) [67][3500/5005] lr: 4.1276e-02 eta: 5:19:36 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.7865 2022/11/28 04:22:17 - mmengine - INFO - Epoch(train) [67][3600/5005] lr: 4.1250e-02 eta: 5:19:29 time: 0.0827 data_time: 0.0017 memory: 1679 loss: 1.9478 2022/11/28 04:22:22 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:22:24 - mmengine - INFO - Epoch(train) [67][3700/5005] lr: 4.1224e-02 eta: 5:19:22 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.7807 2022/11/28 04:22:32 - mmengine - INFO - Epoch(train) [67][3800/5005] lr: 4.1199e-02 eta: 5:19:15 time: 0.0735 data_time: 0.0018 memory: 1679 loss: 1.5975 2022/11/28 04:22:39 - mmengine - INFO - Epoch(train) [67][3900/5005] lr: 4.1173e-02 eta: 5:19:08 time: 0.0732 data_time: 0.0018 memory: 1679 loss: 2.0301 2022/11/28 04:22:47 - mmengine - INFO - Epoch(train) [67][4000/5005] lr: 4.1147e-02 eta: 5:19:01 time: 0.0738 data_time: 0.0017 memory: 1679 loss: 1.5080 2022/11/28 04:22:54 - mmengine - INFO - Epoch(train) [67][4100/5005] lr: 4.1121e-02 eta: 5:18:54 time: 0.0736 data_time: 0.0018 memory: 1679 loss: 1.6848 2022/11/28 04:23:02 - mmengine - INFO - Epoch(train) [67][4200/5005] lr: 4.1096e-02 eta: 5:18:47 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.7634 2022/11/28 04:23:09 - mmengine - INFO - Epoch(train) [67][4300/5005] lr: 4.1070e-02 eta: 5:18:40 time: 0.0733 data_time: 0.0017 memory: 1679 loss: 1.7716 2022/11/28 04:23:17 - mmengine - INFO - Epoch(train) [67][4400/5005] lr: 4.1044e-02 eta: 5:18:33 time: 0.0736 data_time: 0.0017 memory: 1679 loss: 1.7082 2022/11/28 04:23:24 - mmengine - INFO - Epoch(train) [67][4500/5005] lr: 4.1018e-02 eta: 5:18:26 time: 0.0740 data_time: 0.0024 memory: 1679 loss: 1.6690 2022/11/28 04:23:32 - mmengine - INFO - Epoch(train) [67][4600/5005] lr: 4.0993e-02 eta: 5:18:19 time: 0.0742 data_time: 0.0024 memory: 1679 loss: 1.9302 2022/11/28 04:23:37 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:23:39 - mmengine - INFO - Epoch(train) [67][4700/5005] lr: 4.0967e-02 eta: 5:18:12 time: 0.0740 data_time: 0.0018 memory: 1679 loss: 1.8470 2022/11/28 04:23:47 - mmengine - INFO - Epoch(train) [67][4800/5005] lr: 4.0941e-02 eta: 5:18:05 time: 0.0723 data_time: 0.0018 memory: 1679 loss: 1.7715 2022/11/28 04:23:54 - mmengine - INFO - Epoch(train) [67][4900/5005] lr: 4.0915e-02 eta: 5:17:58 time: 0.0730 data_time: 0.0021 memory: 1679 loss: 1.5899 2022/11/28 04:24:02 - mmengine - INFO - Epoch(train) [67][5000/5005] lr: 4.0890e-02 eta: 5:17:51 time: 0.0742 data_time: 0.0027 memory: 1679 loss: 1.8995 2022/11/28 04:24:02 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:24:02 - mmengine - INFO - Saving checkpoint at 67 epochs 2022/11/28 04:24:07 - mmengine - INFO - Epoch(val) [67][100/196] eta: 0:00:03 time: 0.0371 data_time: 0.0234 memory: 1679 2022/11/28 04:24:20 - mmengine - INFO - Epoch(val) [67][196/196] accuracy/top1: 64.6880 accuracy/top5: 86.5060 2022/11/28 04:24:28 - mmengine - INFO - Epoch(train) [68][ 100/5005] lr: 4.0863e-02 eta: 5:17:43 time: 0.0721 data_time: 0.0020 memory: 1679 loss: 1.6975 2022/11/28 04:24:36 - mmengine - INFO - Epoch(train) [68][ 200/5005] lr: 4.0837e-02 eta: 5:17:36 time: 0.0730 data_time: 0.0018 memory: 1679 loss: 1.7141 2022/11/28 04:24:43 - mmengine - INFO - Epoch(train) [68][ 300/5005] lr: 4.0811e-02 eta: 5:17:29 time: 0.0724 data_time: 0.0018 memory: 1679 loss: 1.6850 2022/11/28 04:24:50 - mmengine - INFO - Epoch(train) [68][ 400/5005] lr: 4.0786e-02 eta: 5:17:22 time: 0.0731 data_time: 0.0022 memory: 1679 loss: 1.7479 2022/11/28 04:24:58 - mmengine - INFO - Epoch(train) [68][ 500/5005] lr: 4.0760e-02 eta: 5:17:15 time: 0.0725 data_time: 0.0019 memory: 1679 loss: 1.7090 2022/11/28 04:25:05 - mmengine - INFO - Epoch(train) [68][ 600/5005] lr: 4.0734e-02 eta: 5:17:08 time: 0.0726 data_time: 0.0018 memory: 1679 loss: 1.7769 2022/11/28 04:25:10 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:25:13 - mmengine - INFO - Epoch(train) [68][ 700/5005] lr: 4.0709e-02 eta: 5:17:01 time: 0.0723 data_time: 0.0018 memory: 1679 loss: 1.7848 2022/11/28 04:25:20 - mmengine - INFO - Epoch(train) [68][ 800/5005] lr: 4.0683e-02 eta: 5:16:54 time: 0.0721 data_time: 0.0017 memory: 1679 loss: 1.7059 2022/11/28 04:25:27 - mmengine - INFO - Epoch(train) [68][ 900/5005] lr: 4.0657e-02 eta: 5:16:47 time: 0.0730 data_time: 0.0018 memory: 1679 loss: 1.6431 2022/11/28 04:25:35 - mmengine - INFO - Epoch(train) [68][1000/5005] lr: 4.0631e-02 eta: 5:16:40 time: 0.0731 data_time: 0.0017 memory: 1679 loss: 1.8190 2022/11/28 04:25:42 - mmengine - INFO - Epoch(train) [68][1100/5005] lr: 4.0606e-02 eta: 5:16:32 time: 0.0726 data_time: 0.0018 memory: 1679 loss: 1.7071 2022/11/28 04:25:50 - mmengine - INFO - Epoch(train) [68][1200/5005] lr: 4.0580e-02 eta: 5:16:25 time: 0.0723 data_time: 0.0017 memory: 1679 loss: 1.5548 2022/11/28 04:25:57 - mmengine - INFO - Epoch(train) [68][1300/5005] lr: 4.0554e-02 eta: 5:16:18 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.7112 2022/11/28 04:26:05 - mmengine - INFO - Epoch(train) [68][1400/5005] lr: 4.0529e-02 eta: 5:16:11 time: 0.0737 data_time: 0.0019 memory: 1679 loss: 1.6809 2022/11/28 04:26:12 - mmengine - INFO - Epoch(train) [68][1500/5005] lr: 4.0503e-02 eta: 5:16:04 time: 0.0723 data_time: 0.0018 memory: 1679 loss: 1.9159 2022/11/28 04:26:20 - mmengine - INFO - Epoch(train) [68][1600/5005] lr: 4.0477e-02 eta: 5:15:57 time: 0.0736 data_time: 0.0018 memory: 1679 loss: 1.6972 2022/11/28 04:26:24 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:26:27 - mmengine - INFO - Epoch(train) [68][1700/5005] lr: 4.0452e-02 eta: 5:15:50 time: 0.0736 data_time: 0.0018 memory: 1679 loss: 1.7974 2022/11/28 04:26:34 - mmengine - INFO - Epoch(train) [68][1800/5005] lr: 4.0426e-02 eta: 5:15:43 time: 0.0739 data_time: 0.0018 memory: 1679 loss: 1.6170 2022/11/28 04:26:42 - mmengine - INFO - Epoch(train) [68][1900/5005] lr: 4.0400e-02 eta: 5:15:36 time: 0.0724 data_time: 0.0017 memory: 1679 loss: 1.7450 2022/11/28 04:26:49 - mmengine - INFO - Epoch(train) [68][2000/5005] lr: 4.0375e-02 eta: 5:15:29 time: 0.0726 data_time: 0.0019 memory: 1679 loss: 1.6894 2022/11/28 04:26:57 - mmengine - INFO - Epoch(train) [68][2100/5005] lr: 4.0349e-02 eta: 5:15:22 time: 0.0733 data_time: 0.0026 memory: 1679 loss: 1.6661 2022/11/28 04:27:04 - mmengine - INFO - Epoch(train) [68][2200/5005] lr: 4.0323e-02 eta: 5:15:14 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.6882 2022/11/28 04:27:12 - mmengine - INFO - Epoch(train) [68][2300/5005] lr: 4.0298e-02 eta: 5:15:07 time: 0.0742 data_time: 0.0025 memory: 1679 loss: 1.7404 2022/11/28 04:27:19 - mmengine - INFO - Epoch(train) [68][2400/5005] lr: 4.0272e-02 eta: 5:15:00 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.6780 2022/11/28 04:27:26 - mmengine - INFO - Epoch(train) [68][2500/5005] lr: 4.0246e-02 eta: 5:14:53 time: 0.0733 data_time: 0.0021 memory: 1679 loss: 1.7034 2022/11/28 04:27:34 - mmengine - INFO - Epoch(train) [68][2600/5005] lr: 4.0221e-02 eta: 5:14:46 time: 0.0728 data_time: 0.0021 memory: 1679 loss: 1.6710 2022/11/28 04:27:39 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:27:41 - mmengine - INFO - Epoch(train) [68][2700/5005] lr: 4.0195e-02 eta: 5:14:39 time: 0.0728 data_time: 0.0022 memory: 1679 loss: 1.6977 2022/11/28 04:27:49 - mmengine - INFO - Epoch(train) [68][2800/5005] lr: 4.0169e-02 eta: 5:14:32 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.8111 2022/11/28 04:27:56 - mmengine - INFO - Epoch(train) [68][2900/5005] lr: 4.0144e-02 eta: 5:14:25 time: 0.0723 data_time: 0.0017 memory: 1679 loss: 1.6343 2022/11/28 04:28:04 - mmengine - INFO - Epoch(train) [68][3000/5005] lr: 4.0118e-02 eta: 5:14:18 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.6042 2022/11/28 04:28:11 - mmengine - INFO - Epoch(train) [68][3100/5005] lr: 4.0093e-02 eta: 5:14:11 time: 0.0723 data_time: 0.0018 memory: 1679 loss: 1.5793 2022/11/28 04:28:18 - mmengine - INFO - Epoch(train) [68][3200/5005] lr: 4.0067e-02 eta: 5:14:04 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.7496 2022/11/28 04:28:26 - mmengine - INFO - Epoch(train) [68][3300/5005] lr: 4.0041e-02 eta: 5:13:56 time: 0.0737 data_time: 0.0019 memory: 1679 loss: 1.9400 2022/11/28 04:28:33 - mmengine - INFO - Epoch(train) [68][3400/5005] lr: 4.0016e-02 eta: 5:13:49 time: 0.0726 data_time: 0.0018 memory: 1679 loss: 1.6755 2022/11/28 04:28:41 - mmengine - INFO - Epoch(train) [68][3500/5005] lr: 3.9990e-02 eta: 5:13:42 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.5987 2022/11/28 04:28:48 - mmengine - INFO - Epoch(train) [68][3600/5005] lr: 3.9964e-02 eta: 5:13:35 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.7319 2022/11/28 04:28:53 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:28:55 - mmengine - INFO - Epoch(train) [68][3700/5005] lr: 3.9939e-02 eta: 5:13:28 time: 0.0736 data_time: 0.0019 memory: 1679 loss: 1.6732 2022/11/28 04:29:03 - mmengine - INFO - Epoch(train) [68][3800/5005] lr: 3.9913e-02 eta: 5:13:21 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.6572 2022/11/28 04:29:10 - mmengine - INFO - Epoch(train) [68][3900/5005] lr: 3.9888e-02 eta: 5:13:14 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.7923 2022/11/28 04:29:18 - mmengine - INFO - Epoch(train) [68][4000/5005] lr: 3.9862e-02 eta: 5:13:07 time: 0.0720 data_time: 0.0019 memory: 1679 loss: 1.8200 2022/11/28 04:29:25 - mmengine - INFO - Epoch(train) [68][4100/5005] lr: 3.9836e-02 eta: 5:13:00 time: 0.0732 data_time: 0.0018 memory: 1679 loss: 1.6790 2022/11/28 04:29:33 - mmengine - INFO - Epoch(train) [68][4200/5005] lr: 3.9811e-02 eta: 5:12:53 time: 0.0727 data_time: 0.0019 memory: 1679 loss: 1.8599 2022/11/28 04:29:40 - mmengine - INFO - Epoch(train) [68][4300/5005] lr: 3.9785e-02 eta: 5:12:46 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.6895 2022/11/28 04:29:47 - mmengine - INFO - Epoch(train) [68][4400/5005] lr: 3.9759e-02 eta: 5:12:38 time: 0.0728 data_time: 0.0017 memory: 1679 loss: 2.0437 2022/11/28 04:29:55 - mmengine - INFO - Epoch(train) [68][4500/5005] lr: 3.9734e-02 eta: 5:12:31 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 2.0183 2022/11/28 04:30:02 - mmengine - INFO - Epoch(train) [68][4600/5005] lr: 3.9708e-02 eta: 5:12:24 time: 0.0724 data_time: 0.0018 memory: 1679 loss: 1.6500 2022/11/28 04:30:07 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:30:10 - mmengine - INFO - Epoch(train) [68][4700/5005] lr: 3.9683e-02 eta: 5:12:17 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.6112 2022/11/28 04:30:17 - mmengine - INFO - Epoch(train) [68][4800/5005] lr: 3.9657e-02 eta: 5:12:10 time: 0.0738 data_time: 0.0017 memory: 1679 loss: 1.7799 2022/11/28 04:30:25 - mmengine - INFO - Epoch(train) [68][4900/5005] lr: 3.9632e-02 eta: 5:12:03 time: 0.0730 data_time: 0.0017 memory: 1679 loss: 1.5956 2022/11/28 04:30:32 - mmengine - INFO - Epoch(train) [68][5000/5005] lr: 3.9606e-02 eta: 5:11:56 time: 0.0745 data_time: 0.0034 memory: 1679 loss: 1.8422 2022/11/28 04:30:33 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:30:33 - mmengine - INFO - Saving checkpoint at 68 epochs 2022/11/28 04:30:38 - mmengine - INFO - Epoch(val) [68][100/196] eta: 0:00:03 time: 0.0375 data_time: 0.0237 memory: 1679 2022/11/28 04:30:51 - mmengine - INFO - Epoch(val) [68][196/196] accuracy/top1: 65.0860 accuracy/top5: 86.6400 2022/11/28 04:30:59 - mmengine - INFO - Epoch(train) [69][ 100/5005] lr: 3.9579e-02 eta: 5:11:49 time: 0.0730 data_time: 0.0018 memory: 1679 loss: 1.9115 2022/11/28 04:31:06 - mmengine - INFO - Epoch(train) [69][ 200/5005] lr: 3.9554e-02 eta: 5:11:42 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 1.5011 2022/11/28 04:31:14 - mmengine - INFO - Epoch(train) [69][ 300/5005] lr: 3.9528e-02 eta: 5:11:35 time: 0.0727 data_time: 0.0017 memory: 1679 loss: 1.6517 2022/11/28 04:31:21 - mmengine - INFO - Epoch(train) [69][ 400/5005] lr: 3.9502e-02 eta: 5:11:28 time: 0.0729 data_time: 0.0023 memory: 1679 loss: 1.7311 2022/11/28 04:31:29 - mmengine - INFO - Epoch(train) [69][ 500/5005] lr: 3.9477e-02 eta: 5:11:21 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.7841 2022/11/28 04:31:36 - mmengine - INFO - Epoch(train) [69][ 600/5005] lr: 3.9451e-02 eta: 5:11:13 time: 0.0723 data_time: 0.0018 memory: 1679 loss: 1.6360 2022/11/28 04:31:41 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:31:44 - mmengine - INFO - Epoch(train) [69][ 700/5005] lr: 3.9426e-02 eta: 5:11:06 time: 0.0727 data_time: 0.0019 memory: 1679 loss: 1.6091 2022/11/28 04:31:51 - mmengine - INFO - Epoch(train) [69][ 800/5005] lr: 3.9400e-02 eta: 5:10:59 time: 0.0727 data_time: 0.0020 memory: 1679 loss: 1.7716 2022/11/28 04:31:58 - mmengine - INFO - Epoch(train) [69][ 900/5005] lr: 3.9375e-02 eta: 5:10:52 time: 0.0734 data_time: 0.0018 memory: 1679 loss: 1.6421 2022/11/28 04:32:06 - mmengine - INFO - Epoch(train) [69][1000/5005] lr: 3.9349e-02 eta: 5:10:45 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.5143 2022/11/28 04:32:13 - mmengine - INFO - Epoch(train) [69][1100/5005] lr: 3.9323e-02 eta: 5:10:38 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.8602 2022/11/28 04:32:21 - mmengine - INFO - Epoch(train) [69][1200/5005] lr: 3.9298e-02 eta: 5:10:31 time: 0.0736 data_time: 0.0019 memory: 1679 loss: 1.6051 2022/11/28 04:32:28 - mmengine - INFO - Epoch(train) [69][1300/5005] lr: 3.9272e-02 eta: 5:10:24 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.6735 2022/11/28 04:32:36 - mmengine - INFO - Epoch(train) [69][1400/5005] lr: 3.9247e-02 eta: 5:10:17 time: 0.0738 data_time: 0.0018 memory: 1679 loss: 1.5744 2022/11/28 04:32:43 - mmengine - INFO - Epoch(train) [69][1500/5005] lr: 3.9221e-02 eta: 5:10:10 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.9669 2022/11/28 04:32:51 - mmengine - INFO - Epoch(train) [69][1600/5005] lr: 3.9196e-02 eta: 5:10:03 time: 0.0723 data_time: 0.0018 memory: 1679 loss: 1.5056 2022/11/28 04:32:55 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:32:58 - mmengine - INFO - Epoch(train) [69][1700/5005] lr: 3.9170e-02 eta: 5:09:55 time: 0.0726 data_time: 0.0018 memory: 1679 loss: 2.0112 2022/11/28 04:33:05 - mmengine - INFO - Epoch(train) [69][1800/5005] lr: 3.9145e-02 eta: 5:09:48 time: 0.0732 data_time: 0.0018 memory: 1679 loss: 1.7738 2022/11/28 04:33:13 - mmengine - INFO - Epoch(train) [69][1900/5005] lr: 3.9119e-02 eta: 5:09:41 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.6482 2022/11/28 04:33:20 - mmengine - INFO - Epoch(train) [69][2000/5005] lr: 3.9094e-02 eta: 5:09:34 time: 0.0797 data_time: 0.0018 memory: 1679 loss: 1.5975 2022/11/28 04:33:28 - mmengine - INFO - Epoch(train) [69][2100/5005] lr: 3.9068e-02 eta: 5:09:27 time: 0.0722 data_time: 0.0018 memory: 1679 loss: 1.8000 2022/11/28 04:33:35 - mmengine - INFO - Epoch(train) [69][2200/5005] lr: 3.9043e-02 eta: 5:09:20 time: 0.0732 data_time: 0.0022 memory: 1679 loss: 1.5884 2022/11/28 04:33:42 - mmengine - INFO - Epoch(train) [69][2300/5005] lr: 3.9017e-02 eta: 5:09:13 time: 0.0729 data_time: 0.0021 memory: 1679 loss: 1.5697 2022/11/28 04:33:50 - mmengine - INFO - Epoch(train) [69][2400/5005] lr: 3.8992e-02 eta: 5:09:06 time: 0.0726 data_time: 0.0018 memory: 1679 loss: 1.7030 2022/11/28 04:33:57 - mmengine - INFO - Epoch(train) [69][2500/5005] lr: 3.8966e-02 eta: 5:08:59 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.6415 2022/11/28 04:34:05 - mmengine - INFO - Epoch(train) [69][2600/5005] lr: 3.8941e-02 eta: 5:08:52 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.8263 2022/11/28 04:34:09 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:34:12 - mmengine - INFO - Epoch(train) [69][2700/5005] lr: 3.8915e-02 eta: 5:08:44 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.7008 2022/11/28 04:34:20 - mmengine - INFO - Epoch(train) [69][2800/5005] lr: 3.8890e-02 eta: 5:08:37 time: 0.0731 data_time: 0.0021 memory: 1679 loss: 1.9124 2022/11/28 04:34:27 - mmengine - INFO - Epoch(train) [69][2900/5005] lr: 3.8864e-02 eta: 5:08:30 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.8360 2022/11/28 04:34:35 - mmengine - INFO - Epoch(train) [69][3000/5005] lr: 3.8839e-02 eta: 5:08:23 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.4734 2022/11/28 04:34:42 - mmengine - INFO - Epoch(train) [69][3100/5005] lr: 3.8813e-02 eta: 5:08:16 time: 0.0730 data_time: 0.0018 memory: 1679 loss: 1.6389 2022/11/28 04:34:50 - mmengine - INFO - Epoch(train) [69][3200/5005] lr: 3.8788e-02 eta: 5:08:09 time: 0.0794 data_time: 0.0021 memory: 1679 loss: 1.6142 2022/11/28 04:34:57 - mmengine - INFO - Epoch(train) [69][3300/5005] lr: 3.8762e-02 eta: 5:08:02 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.7965 2022/11/28 04:35:05 - mmengine - INFO - Epoch(train) [69][3400/5005] lr: 3.8737e-02 eta: 5:07:55 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.8716 2022/11/28 04:35:12 - mmengine - INFO - Epoch(train) [69][3500/5005] lr: 3.8711e-02 eta: 5:07:48 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 1.8313 2022/11/28 04:35:20 - mmengine - INFO - Epoch(train) [69][3600/5005] lr: 3.8686e-02 eta: 5:07:41 time: 0.0732 data_time: 0.0018 memory: 1679 loss: 1.8961 2022/11/28 04:35:24 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:35:27 - mmengine - INFO - Epoch(train) [69][3700/5005] lr: 3.8660e-02 eta: 5:07:34 time: 0.0730 data_time: 0.0018 memory: 1679 loss: 1.8684 2022/11/28 04:35:35 - mmengine - INFO - Epoch(train) [69][3800/5005] lr: 3.8635e-02 eta: 5:07:27 time: 0.0744 data_time: 0.0018 memory: 1679 loss: 1.5548 2022/11/28 04:35:42 - mmengine - INFO - Epoch(train) [69][3900/5005] lr: 3.8609e-02 eta: 5:07:20 time: 0.0724 data_time: 0.0018 memory: 1679 loss: 1.7010 2022/11/28 04:35:50 - mmengine - INFO - Epoch(train) [69][4000/5005] lr: 3.8584e-02 eta: 5:07:13 time: 0.0734 data_time: 0.0018 memory: 1679 loss: 1.7992 2022/11/28 04:35:57 - mmengine - INFO - Epoch(train) [69][4100/5005] lr: 3.8558e-02 eta: 5:07:06 time: 0.0738 data_time: 0.0018 memory: 1679 loss: 1.7143 2022/11/28 04:36:04 - mmengine - INFO - Epoch(train) [69][4200/5005] lr: 3.8533e-02 eta: 5:06:59 time: 0.0734 data_time: 0.0018 memory: 1679 loss: 1.8254 2022/11/28 04:36:12 - mmengine - INFO - Epoch(train) [69][4300/5005] lr: 3.8507e-02 eta: 5:06:51 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.8282 2022/11/28 04:36:19 - mmengine - INFO - Epoch(train) [69][4400/5005] lr: 3.8482e-02 eta: 5:06:44 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.6313 2022/11/28 04:36:27 - mmengine - INFO - Epoch(train) [69][4500/5005] lr: 3.8456e-02 eta: 5:06:37 time: 0.0728 data_time: 0.0019 memory: 1679 loss: 1.7423 2022/11/28 04:36:34 - mmengine - INFO - Epoch(train) [69][4600/5005] lr: 3.8431e-02 eta: 5:06:30 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 1.8206 2022/11/28 04:36:39 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:36:42 - mmengine - INFO - Epoch(train) [69][4700/5005] lr: 3.8406e-02 eta: 5:06:23 time: 0.0729 data_time: 0.0017 memory: 1679 loss: 1.5671 2022/11/28 04:36:49 - mmengine - INFO - Epoch(train) [69][4800/5005] lr: 3.8380e-02 eta: 5:06:16 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.8721 2022/11/28 04:36:57 - mmengine - INFO - Epoch(train) [69][4900/5005] lr: 3.8355e-02 eta: 5:06:09 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.8253 2022/11/28 04:37:04 - mmengine - INFO - Epoch(train) [69][5000/5005] lr: 3.8329e-02 eta: 5:06:02 time: 0.0741 data_time: 0.0027 memory: 1679 loss: 1.6143 2022/11/28 04:37:04 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:37:04 - mmengine - INFO - Saving checkpoint at 69 epochs 2022/11/28 04:37:10 - mmengine - INFO - Epoch(val) [69][100/196] eta: 0:00:04 time: 0.0382 data_time: 0.0245 memory: 1679 2022/11/28 04:37:23 - mmengine - INFO - Epoch(val) [69][196/196] accuracy/top1: 65.7300 accuracy/top5: 87.2440 2022/11/28 04:37:31 - mmengine - INFO - Epoch(train) [70][ 100/5005] lr: 3.8303e-02 eta: 5:05:55 time: 0.0734 data_time: 0.0018 memory: 1679 loss: 1.7083 2022/11/28 04:37:38 - mmengine - INFO - Epoch(train) [70][ 200/5005] lr: 3.8277e-02 eta: 5:05:48 time: 0.0728 data_time: 0.0019 memory: 1679 loss: 1.6230 2022/11/28 04:37:46 - mmengine - INFO - Epoch(train) [70][ 300/5005] lr: 3.8252e-02 eta: 5:05:41 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.7534 2022/11/28 04:37:53 - mmengine - INFO - Epoch(train) [70][ 400/5005] lr: 3.8226e-02 eta: 5:05:33 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.5380 2022/11/28 04:38:01 - mmengine - INFO - Epoch(train) [70][ 500/5005] lr: 3.8201e-02 eta: 5:05:26 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.6231 2022/11/28 04:38:08 - mmengine - INFO - Epoch(train) [70][ 600/5005] lr: 3.8175e-02 eta: 5:05:19 time: 0.0728 data_time: 0.0019 memory: 1679 loss: 1.6441 2022/11/28 04:38:12 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:38:16 - mmengine - INFO - Epoch(train) [70][ 700/5005] lr: 3.8150e-02 eta: 5:05:12 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.4423 2022/11/28 04:38:23 - mmengine - INFO - Epoch(train) [70][ 800/5005] lr: 3.8125e-02 eta: 5:05:05 time: 0.0723 data_time: 0.0018 memory: 1679 loss: 1.5671 2022/11/28 04:38:30 - mmengine - INFO - Epoch(train) [70][ 900/5005] lr: 3.8099e-02 eta: 5:04:58 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.4954 2022/11/28 04:38:38 - mmengine - INFO - Epoch(train) [70][1000/5005] lr: 3.8074e-02 eta: 5:04:51 time: 0.0731 data_time: 0.0018 memory: 1679 loss: 1.7223 2022/11/28 04:38:45 - mmengine - INFO - Epoch(train) [70][1100/5005] lr: 3.8048e-02 eta: 5:04:44 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.4943 2022/11/28 04:38:53 - mmengine - INFO - Epoch(train) [70][1200/5005] lr: 3.8023e-02 eta: 5:04:37 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.7762 2022/11/28 04:39:00 - mmengine - INFO - Epoch(train) [70][1300/5005] lr: 3.7998e-02 eta: 5:04:30 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 1.6561 2022/11/28 04:39:08 - mmengine - INFO - Epoch(train) [70][1400/5005] lr: 3.7972e-02 eta: 5:04:23 time: 0.0786 data_time: 0.0019 memory: 1679 loss: 1.7444 2022/11/28 04:39:15 - mmengine - INFO - Epoch(train) [70][1500/5005] lr: 3.7947e-02 eta: 5:04:15 time: 0.0724 data_time: 0.0019 memory: 1679 loss: 1.6462 2022/11/28 04:39:23 - mmengine - INFO - Epoch(train) [70][1600/5005] lr: 3.7922e-02 eta: 5:04:08 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.8200 2022/11/28 04:39:27 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:39:30 - mmengine - INFO - Epoch(train) [70][1700/5005] lr: 3.7896e-02 eta: 5:04:01 time: 0.0736 data_time: 0.0018 memory: 1679 loss: 1.6321 2022/11/28 04:39:38 - mmengine - INFO - Epoch(train) [70][1800/5005] lr: 3.7871e-02 eta: 5:03:54 time: 0.0731 data_time: 0.0018 memory: 1679 loss: 1.7613 2022/11/28 04:39:45 - mmengine - INFO - Epoch(train) [70][1900/5005] lr: 3.7845e-02 eta: 5:03:47 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.8242 2022/11/28 04:39:52 - mmengine - INFO - Epoch(train) [70][2000/5005] lr: 3.7820e-02 eta: 5:03:40 time: 0.0731 data_time: 0.0018 memory: 1679 loss: 1.5737 2022/11/28 04:40:00 - mmengine - INFO - Epoch(train) [70][2100/5005] lr: 3.7795e-02 eta: 5:03:33 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 1.6095 2022/11/28 04:40:07 - mmengine - INFO - Epoch(train) [70][2200/5005] lr: 3.7769e-02 eta: 5:03:26 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.5504 2022/11/28 04:40:15 - mmengine - INFO - Epoch(train) [70][2300/5005] lr: 3.7744e-02 eta: 5:03:19 time: 0.0726 data_time: 0.0018 memory: 1679 loss: 1.7243 2022/11/28 04:40:22 - mmengine - INFO - Epoch(train) [70][2400/5005] lr: 3.7719e-02 eta: 5:03:12 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 1.6436 2022/11/28 04:40:30 - mmengine - INFO - Epoch(train) [70][2500/5005] lr: 3.7693e-02 eta: 5:03:05 time: 0.0731 data_time: 0.0020 memory: 1679 loss: 1.3302 2022/11/28 04:40:37 - mmengine - INFO - Epoch(train) [70][2600/5005] lr: 3.7668e-02 eta: 5:02:57 time: 0.0735 data_time: 0.0019 memory: 1679 loss: 1.8139 2022/11/28 04:40:41 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:40:44 - mmengine - INFO - Epoch(train) [70][2700/5005] lr: 3.7643e-02 eta: 5:02:50 time: 0.0722 data_time: 0.0021 memory: 1679 loss: 1.6891 2022/11/28 04:40:52 - mmengine - INFO - Epoch(train) [70][2800/5005] lr: 3.7617e-02 eta: 5:02:43 time: 0.0726 data_time: 0.0019 memory: 1679 loss: 1.6052 2022/11/28 04:40:59 - mmengine - INFO - Epoch(train) [70][2900/5005] lr: 3.7592e-02 eta: 5:02:36 time: 0.0724 data_time: 0.0018 memory: 1679 loss: 1.7957 2022/11/28 04:41:07 - mmengine - INFO - Epoch(train) [70][3000/5005] lr: 3.7567e-02 eta: 5:02:29 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.5773 2022/11/28 04:41:14 - mmengine - INFO - Epoch(train) [70][3100/5005] lr: 3.7541e-02 eta: 5:02:22 time: 0.0769 data_time: 0.0019 memory: 1679 loss: 1.6575 2022/11/28 04:41:22 - mmengine - INFO - Epoch(train) [70][3200/5005] lr: 3.7516e-02 eta: 5:02:15 time: 0.0726 data_time: 0.0019 memory: 1679 loss: 1.7024 2022/11/28 04:41:29 - mmengine - INFO - Epoch(train) [70][3300/5005] lr: 3.7491e-02 eta: 5:02:08 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.8535 2022/11/28 04:41:37 - mmengine - INFO - Epoch(train) [70][3400/5005] lr: 3.7465e-02 eta: 5:02:01 time: 0.0739 data_time: 0.0022 memory: 1679 loss: 1.8202 2022/11/28 04:41:44 - mmengine - INFO - Epoch(train) [70][3500/5005] lr: 3.7440e-02 eta: 5:01:54 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.7333 2022/11/28 04:41:52 - mmengine - INFO - Epoch(train) [70][3600/5005] lr: 3.7415e-02 eta: 5:01:47 time: 0.0726 data_time: 0.0021 memory: 1679 loss: 1.8128 2022/11/28 04:41:56 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:41:59 - mmengine - INFO - Epoch(train) [70][3700/5005] lr: 3.7389e-02 eta: 5:01:39 time: 0.0724 data_time: 0.0020 memory: 1679 loss: 1.8195 2022/11/28 04:42:06 - mmengine - INFO - Epoch(train) [70][3800/5005] lr: 3.7364e-02 eta: 5:01:32 time: 0.0730 data_time: 0.0018 memory: 1679 loss: 1.6490 2022/11/28 04:42:14 - mmengine - INFO - Epoch(train) [70][3900/5005] lr: 3.7339e-02 eta: 5:01:25 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.5876 2022/11/28 04:42:21 - mmengine - INFO - Epoch(train) [70][4000/5005] lr: 3.7313e-02 eta: 5:01:18 time: 0.0722 data_time: 0.0018 memory: 1679 loss: 1.6863 2022/11/28 04:42:29 - mmengine - INFO - Epoch(train) [70][4100/5005] lr: 3.7288e-02 eta: 5:01:11 time: 0.0731 data_time: 0.0020 memory: 1679 loss: 1.6433 2022/11/28 04:42:36 - mmengine - INFO - Epoch(train) [70][4200/5005] lr: 3.7263e-02 eta: 5:01:04 time: 0.0730 data_time: 0.0021 memory: 1679 loss: 1.7262 2022/11/28 04:42:43 - mmengine - INFO - Epoch(train) [70][4300/5005] lr: 3.7237e-02 eta: 5:00:57 time: 0.0726 data_time: 0.0019 memory: 1679 loss: 1.8205 2022/11/28 04:42:51 - mmengine - INFO - Epoch(train) [70][4400/5005] lr: 3.7212e-02 eta: 5:00:50 time: 0.0726 data_time: 0.0018 memory: 1679 loss: 1.5563 2022/11/28 04:42:58 - mmengine - INFO - Epoch(train) [70][4500/5005] lr: 3.7187e-02 eta: 5:00:43 time: 0.0728 data_time: 0.0019 memory: 1679 loss: 1.5131 2022/11/28 04:43:06 - mmengine - INFO - Epoch(train) [70][4600/5005] lr: 3.7162e-02 eta: 5:00:35 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.8526 2022/11/28 04:43:10 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:43:13 - mmengine - INFO - Epoch(train) [70][4700/5005] lr: 3.7136e-02 eta: 5:00:28 time: 0.0806 data_time: 0.0018 memory: 1679 loss: 1.6395 2022/11/28 04:43:21 - mmengine - INFO - Epoch(train) [70][4800/5005] lr: 3.7111e-02 eta: 5:00:21 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.7736 2022/11/28 04:43:28 - mmengine - INFO - Epoch(train) [70][4900/5005] lr: 3.7086e-02 eta: 5:00:14 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.5315 2022/11/28 04:43:36 - mmengine - INFO - Epoch(train) [70][5000/5005] lr: 3.7061e-02 eta: 5:00:07 time: 0.0733 data_time: 0.0027 memory: 1679 loss: 1.6813 2022/11/28 04:43:36 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:43:36 - mmengine - INFO - Saving checkpoint at 70 epochs 2022/11/28 04:43:41 - mmengine - INFO - Epoch(val) [70][100/196] eta: 0:00:03 time: 0.0376 data_time: 0.0240 memory: 1679 2022/11/28 04:43:55 - mmengine - INFO - Epoch(val) [70][196/196] accuracy/top1: 65.5800 accuracy/top5: 87.2420 2022/11/28 04:44:02 - mmengine - INFO - Epoch(train) [71][ 100/5005] lr: 3.7034e-02 eta: 5:00:00 time: 0.0728 data_time: 0.0021 memory: 1679 loss: 1.5158 2022/11/28 04:44:10 - mmengine - INFO - Epoch(train) [71][ 200/5005] lr: 3.7009e-02 eta: 4:59:53 time: 0.0734 data_time: 0.0025 memory: 1679 loss: 1.6105 2022/11/28 04:44:17 - mmengine - INFO - Epoch(train) [71][ 300/5005] lr: 3.6984e-02 eta: 4:59:46 time: 0.0734 data_time: 0.0024 memory: 1679 loss: 1.5519 2022/11/28 04:44:25 - mmengine - INFO - Epoch(train) [71][ 400/5005] lr: 3.6958e-02 eta: 4:59:39 time: 0.0741 data_time: 0.0020 memory: 1679 loss: 1.5351 2022/11/28 04:44:32 - mmengine - INFO - Epoch(train) [71][ 500/5005] lr: 3.6933e-02 eta: 4:59:32 time: 0.0730 data_time: 0.0018 memory: 1679 loss: 1.4379 2022/11/28 04:44:40 - mmengine - INFO - Epoch(train) [71][ 600/5005] lr: 3.6908e-02 eta: 4:59:25 time: 0.0734 data_time: 0.0018 memory: 1679 loss: 1.8825 2022/11/28 04:44:44 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:44:47 - mmengine - INFO - Epoch(train) [71][ 700/5005] lr: 3.6883e-02 eta: 4:59:18 time: 0.0753 data_time: 0.0019 memory: 1679 loss: 1.4270 2022/11/28 04:44:55 - mmengine - INFO - Epoch(train) [71][ 800/5005] lr: 3.6857e-02 eta: 4:59:11 time: 0.0751 data_time: 0.0018 memory: 1679 loss: 1.7367 2022/11/28 04:45:02 - mmengine - INFO - Epoch(train) [71][ 900/5005] lr: 3.6832e-02 eta: 4:59:04 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.5545 2022/11/28 04:45:10 - mmengine - INFO - Epoch(train) [71][1000/5005] lr: 3.6807e-02 eta: 4:58:56 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.4849 2022/11/28 04:45:17 - mmengine - INFO - Epoch(train) [71][1100/5005] lr: 3.6782e-02 eta: 4:58:49 time: 0.0726 data_time: 0.0019 memory: 1679 loss: 1.8873 2022/11/28 04:45:25 - mmengine - INFO - Epoch(train) [71][1200/5005] lr: 3.6756e-02 eta: 4:58:42 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.7550 2022/11/28 04:45:32 - mmengine - INFO - Epoch(train) [71][1300/5005] lr: 3.6731e-02 eta: 4:58:35 time: 0.0726 data_time: 0.0019 memory: 1679 loss: 1.5245 2022/11/28 04:45:39 - mmengine - INFO - Epoch(train) [71][1400/5005] lr: 3.6706e-02 eta: 4:58:28 time: 0.0728 data_time: 0.0019 memory: 1679 loss: 1.6023 2022/11/28 04:45:47 - mmengine - INFO - Epoch(train) [71][1500/5005] lr: 3.6681e-02 eta: 4:58:21 time: 0.0724 data_time: 0.0019 memory: 1679 loss: 1.7527 2022/11/28 04:45:54 - mmengine - INFO - Epoch(train) [71][1600/5005] lr: 3.6656e-02 eta: 4:58:14 time: 0.0845 data_time: 0.0018 memory: 1679 loss: 1.7760 2022/11/28 04:45:58 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:46:02 - mmengine - INFO - Epoch(train) [71][1700/5005] lr: 3.6630e-02 eta: 4:58:07 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.7533 2022/11/28 04:46:09 - mmengine - INFO - Epoch(train) [71][1800/5005] lr: 3.6605e-02 eta: 4:58:00 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.4701 2022/11/28 04:46:17 - mmengine - INFO - Epoch(train) [71][1900/5005] lr: 3.6580e-02 eta: 4:57:52 time: 0.0729 data_time: 0.0020 memory: 1679 loss: 1.6043 2022/11/28 04:46:24 - mmengine - INFO - Epoch(train) [71][2000/5005] lr: 3.6555e-02 eta: 4:57:45 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.3855 2022/11/28 04:46:32 - mmengine - INFO - Epoch(train) [71][2100/5005] lr: 3.6530e-02 eta: 4:57:38 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.5920 2022/11/28 04:46:39 - mmengine - INFO - Epoch(train) [71][2200/5005] lr: 3.6504e-02 eta: 4:57:31 time: 0.0784 data_time: 0.0018 memory: 1679 loss: 1.7702 2022/11/28 04:46:47 - mmengine - INFO - Epoch(train) [71][2300/5005] lr: 3.6479e-02 eta: 4:57:24 time: 0.0730 data_time: 0.0020 memory: 1679 loss: 1.6339 2022/11/28 04:46:54 - mmengine - INFO - Epoch(train) [71][2400/5005] lr: 3.6454e-02 eta: 4:57:17 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.6612 2022/11/28 04:47:01 - mmengine - INFO - Epoch(train) [71][2500/5005] lr: 3.6429e-02 eta: 4:57:10 time: 0.0730 data_time: 0.0020 memory: 1679 loss: 1.6225 2022/11/28 04:47:09 - mmengine - INFO - Epoch(train) [71][2600/5005] lr: 3.6404e-02 eta: 4:57:03 time: 0.0729 data_time: 0.0017 memory: 1679 loss: 1.8844 2022/11/28 04:47:13 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:47:16 - mmengine - INFO - Epoch(train) [71][2700/5005] lr: 3.6379e-02 eta: 4:56:56 time: 0.0740 data_time: 0.0018 memory: 1679 loss: 1.6030 2022/11/28 04:47:24 - mmengine - INFO - Epoch(train) [71][2800/5005] lr: 3.6353e-02 eta: 4:56:48 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.8063 2022/11/28 04:47:31 - mmengine - INFO - Epoch(train) [71][2900/5005] lr: 3.6328e-02 eta: 4:56:41 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.4730 2022/11/28 04:47:39 - mmengine - INFO - Epoch(train) [71][3000/5005] lr: 3.6303e-02 eta: 4:56:34 time: 0.0728 data_time: 0.0019 memory: 1679 loss: 1.7773 2022/11/28 04:47:46 - mmengine - INFO - Epoch(train) [71][3100/5005] lr: 3.6278e-02 eta: 4:56:27 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.6540 2022/11/28 04:47:53 - mmengine - INFO - Epoch(train) [71][3200/5005] lr: 3.6253e-02 eta: 4:56:20 time: 0.0726 data_time: 0.0018 memory: 1679 loss: 1.7936 2022/11/28 04:48:01 - mmengine - INFO - Epoch(train) [71][3300/5005] lr: 3.6228e-02 eta: 4:56:13 time: 0.0726 data_time: 0.0019 memory: 1679 loss: 1.8062 2022/11/28 04:48:08 - mmengine - INFO - Epoch(train) [71][3400/5005] lr: 3.6202e-02 eta: 4:56:06 time: 0.0737 data_time: 0.0018 memory: 1679 loss: 1.5653 2022/11/28 04:48:16 - mmengine - INFO - Epoch(train) [71][3500/5005] lr: 3.6177e-02 eta: 4:55:59 time: 0.0745 data_time: 0.0026 memory: 1679 loss: 1.6576 2022/11/28 04:48:24 - mmengine - INFO - Epoch(train) [71][3600/5005] lr: 3.6152e-02 eta: 4:55:52 time: 0.0731 data_time: 0.0018 memory: 1679 loss: 1.7823 2022/11/28 04:48:27 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:48:31 - mmengine - INFO - Epoch(train) [71][3700/5005] lr: 3.6127e-02 eta: 4:55:45 time: 0.0732 data_time: 0.0018 memory: 1679 loss: 1.6810 2022/11/28 04:48:38 - mmengine - INFO - Epoch(train) [71][3800/5005] lr: 3.6102e-02 eta: 4:55:38 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.6615 2022/11/28 04:48:46 - mmengine - INFO - Epoch(train) [71][3900/5005] lr: 3.6077e-02 eta: 4:55:31 time: 0.0738 data_time: 0.0018 memory: 1679 loss: 1.7642 2022/11/28 04:48:53 - mmengine - INFO - Epoch(train) [71][4000/5005] lr: 3.6052e-02 eta: 4:55:23 time: 0.0739 data_time: 0.0019 memory: 1679 loss: 1.8055 2022/11/28 04:49:01 - mmengine - INFO - Epoch(train) [71][4100/5005] lr: 3.6027e-02 eta: 4:55:16 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.7758 2022/11/28 04:49:08 - mmengine - INFO - Epoch(train) [71][4200/5005] lr: 3.6001e-02 eta: 4:55:09 time: 0.0725 data_time: 0.0021 memory: 1679 loss: 1.7416 2022/11/28 04:49:16 - mmengine - INFO - Epoch(train) [71][4300/5005] lr: 3.5976e-02 eta: 4:55:02 time: 0.0724 data_time: 0.0019 memory: 1679 loss: 1.5367 2022/11/28 04:49:23 - mmengine - INFO - Epoch(train) [71][4400/5005] lr: 3.5951e-02 eta: 4:54:55 time: 0.0754 data_time: 0.0018 memory: 1679 loss: 1.8216 2022/11/28 04:49:30 - mmengine - INFO - Epoch(train) [71][4500/5005] lr: 3.5926e-02 eta: 4:54:48 time: 0.0726 data_time: 0.0019 memory: 1679 loss: 1.5989 2022/11/28 04:49:38 - mmengine - INFO - Epoch(train) [71][4600/5005] lr: 3.5901e-02 eta: 4:54:41 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.6454 2022/11/28 04:49:42 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:49:45 - mmengine - INFO - Epoch(train) [71][4700/5005] lr: 3.5876e-02 eta: 4:54:34 time: 0.0738 data_time: 0.0017 memory: 1679 loss: 1.5538 2022/11/28 04:49:53 - mmengine - INFO - Epoch(train) [71][4800/5005] lr: 3.5851e-02 eta: 4:54:27 time: 0.0730 data_time: 0.0023 memory: 1679 loss: 1.6806 2022/11/28 04:50:00 - mmengine - INFO - Epoch(train) [71][4900/5005] lr: 3.5826e-02 eta: 4:54:20 time: 0.0743 data_time: 0.0019 memory: 1679 loss: 1.8076 2022/11/28 04:50:08 - mmengine - INFO - Epoch(train) [71][5000/5005] lr: 3.5801e-02 eta: 4:54:12 time: 0.0752 data_time: 0.0027 memory: 1679 loss: 1.6525 2022/11/28 04:50:08 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:50:08 - mmengine - INFO - Saving checkpoint at 71 epochs 2022/11/28 04:50:14 - mmengine - INFO - Epoch(val) [71][100/196] eta: 0:00:03 time: 0.0396 data_time: 0.0260 memory: 1679 2022/11/28 04:50:27 - mmengine - INFO - Epoch(val) [71][196/196] accuracy/top1: 65.7080 accuracy/top5: 86.9820 2022/11/28 04:50:35 - mmengine - INFO - Epoch(train) [72][ 100/5005] lr: 3.5774e-02 eta: 4:54:05 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.6345 2022/11/28 04:50:42 - mmengine - INFO - Epoch(train) [72][ 200/5005] lr: 3.5749e-02 eta: 4:53:58 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.6572 2022/11/28 04:50:49 - mmengine - INFO - Epoch(train) [72][ 300/5005] lr: 3.5724e-02 eta: 4:53:51 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.8493 2022/11/28 04:50:57 - mmengine - INFO - Epoch(train) [72][ 400/5005] lr: 3.5699e-02 eta: 4:53:44 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.7042 2022/11/28 04:51:04 - mmengine - INFO - Epoch(train) [72][ 500/5005] lr: 3.5674e-02 eta: 4:53:37 time: 0.0724 data_time: 0.0018 memory: 1679 loss: 1.5414 2022/11/28 04:51:12 - mmengine - INFO - Epoch(train) [72][ 600/5005] lr: 3.5649e-02 eta: 4:53:30 time: 0.0727 data_time: 0.0019 memory: 1679 loss: 1.6321 2022/11/28 04:51:15 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:51:19 - mmengine - INFO - Epoch(train) [72][ 700/5005] lr: 3.5624e-02 eta: 4:53:23 time: 0.0726 data_time: 0.0018 memory: 1679 loss: 1.6814 2022/11/28 04:51:27 - mmengine - INFO - Epoch(train) [72][ 800/5005] lr: 3.5599e-02 eta: 4:53:15 time: 0.0740 data_time: 0.0018 memory: 1679 loss: 1.5423 2022/11/28 04:51:34 - mmengine - INFO - Epoch(train) [72][ 900/5005] lr: 3.5574e-02 eta: 4:53:08 time: 0.0731 data_time: 0.0020 memory: 1679 loss: 1.7236 2022/11/28 04:51:41 - mmengine - INFO - Epoch(train) [72][1000/5005] lr: 3.5549e-02 eta: 4:53:01 time: 0.0731 data_time: 0.0021 memory: 1679 loss: 1.5972 2022/11/28 04:51:49 - mmengine - INFO - Epoch(train) [72][1100/5005] lr: 3.5524e-02 eta: 4:52:54 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.6502 2022/11/28 04:51:56 - mmengine - INFO - Epoch(train) [72][1200/5005] lr: 3.5499e-02 eta: 4:52:47 time: 0.0793 data_time: 0.0024 memory: 1679 loss: 1.7530 2022/11/28 04:52:04 - mmengine - INFO - Epoch(train) [72][1300/5005] lr: 3.5474e-02 eta: 4:52:40 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.7326 2022/11/28 04:52:11 - mmengine - INFO - Epoch(train) [72][1400/5005] lr: 3.5449e-02 eta: 4:52:33 time: 0.0735 data_time: 0.0019 memory: 1679 loss: 1.5258 2022/11/28 04:52:19 - mmengine - INFO - Epoch(train) [72][1500/5005] lr: 3.5424e-02 eta: 4:52:26 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.5343 2022/11/28 04:52:26 - mmengine - INFO - Epoch(train) [72][1600/5005] lr: 3.5399e-02 eta: 4:52:19 time: 0.0732 data_time: 0.0023 memory: 1679 loss: 1.6268 2022/11/28 04:52:30 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:52:34 - mmengine - INFO - Epoch(train) [72][1700/5005] lr: 3.5374e-02 eta: 4:52:12 time: 0.0728 data_time: 0.0020 memory: 1679 loss: 1.6471 2022/11/28 04:52:41 - mmengine - INFO - Epoch(train) [72][1800/5005] lr: 3.5349e-02 eta: 4:52:04 time: 0.0734 data_time: 0.0018 memory: 1679 loss: 1.6476 2022/11/28 04:52:48 - mmengine - INFO - Epoch(train) [72][1900/5005] lr: 3.5324e-02 eta: 4:51:57 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.7847 2022/11/28 04:52:56 - mmengine - INFO - Epoch(train) [72][2000/5005] lr: 3.5299e-02 eta: 4:51:50 time: 0.0728 data_time: 0.0019 memory: 1679 loss: 1.7640 2022/11/28 04:53:03 - mmengine - INFO - Epoch(train) [72][2100/5005] lr: 3.5274e-02 eta: 4:51:43 time: 0.0732 data_time: 0.0018 memory: 1679 loss: 1.8040 2022/11/28 04:53:11 - mmengine - INFO - Epoch(train) [72][2200/5005] lr: 3.5249e-02 eta: 4:51:36 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.4831 2022/11/28 04:53:18 - mmengine - INFO - Epoch(train) [72][2300/5005] lr: 3.5224e-02 eta: 4:51:29 time: 0.0735 data_time: 0.0023 memory: 1679 loss: 1.9470 2022/11/28 04:53:26 - mmengine - INFO - Epoch(train) [72][2400/5005] lr: 3.5199e-02 eta: 4:51:22 time: 0.0724 data_time: 0.0019 memory: 1679 loss: 1.6171 2022/11/28 04:53:33 - mmengine - INFO - Epoch(train) [72][2500/5005] lr: 3.5174e-02 eta: 4:51:15 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.5668 2022/11/28 04:53:41 - mmengine - INFO - Epoch(train) [72][2600/5005] lr: 3.5149e-02 eta: 4:51:08 time: 0.0727 data_time: 0.0019 memory: 1679 loss: 1.6803 2022/11/28 04:53:44 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:53:48 - mmengine - INFO - Epoch(train) [72][2700/5005] lr: 3.5124e-02 eta: 4:51:01 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.7018 2022/11/28 04:53:56 - mmengine - INFO - Epoch(train) [72][2800/5005] lr: 3.5099e-02 eta: 4:50:54 time: 0.0798 data_time: 0.0025 memory: 1679 loss: 1.6411 2022/11/28 04:54:03 - mmengine - INFO - Epoch(train) [72][2900/5005] lr: 3.5074e-02 eta: 4:50:46 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.6103 2022/11/28 04:54:11 - mmengine - INFO - Epoch(train) [72][3000/5005] lr: 3.5049e-02 eta: 4:50:39 time: 0.0742 data_time: 0.0024 memory: 1679 loss: 1.6249 2022/11/28 04:54:18 - mmengine - INFO - Epoch(train) [72][3100/5005] lr: 3.5024e-02 eta: 4:50:32 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.6060 2022/11/28 04:54:26 - mmengine - INFO - Epoch(train) [72][3200/5005] lr: 3.4999e-02 eta: 4:50:25 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.7922 2022/11/28 04:54:33 - mmengine - INFO - Epoch(train) [72][3300/5005] lr: 3.4974e-02 eta: 4:50:18 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.6844 2022/11/28 04:54:40 - mmengine - INFO - Epoch(train) [72][3400/5005] lr: 3.4949e-02 eta: 4:50:11 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.5665 2022/11/28 04:54:48 - mmengine - INFO - Epoch(train) [72][3500/5005] lr: 3.4924e-02 eta: 4:50:04 time: 0.0727 data_time: 0.0019 memory: 1679 loss: 1.6240 2022/11/28 04:54:55 - mmengine - INFO - Epoch(train) [72][3600/5005] lr: 3.4899e-02 eta: 4:49:57 time: 0.0732 data_time: 0.0018 memory: 1679 loss: 1.9395 2022/11/28 04:54:59 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:55:03 - mmengine - INFO - Epoch(train) [72][3700/5005] lr: 3.4874e-02 eta: 4:49:50 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.6600 2022/11/28 04:55:10 - mmengine - INFO - Epoch(train) [72][3800/5005] lr: 3.4849e-02 eta: 4:49:42 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.3802 2022/11/28 04:55:18 - mmengine - INFO - Epoch(train) [72][3900/5005] lr: 3.4825e-02 eta: 4:49:35 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.7806 2022/11/28 04:55:25 - mmengine - INFO - Epoch(train) [72][4000/5005] lr: 3.4800e-02 eta: 4:49:28 time: 0.0730 data_time: 0.0018 memory: 1679 loss: 1.6949 2022/11/28 04:55:33 - mmengine - INFO - Epoch(train) [72][4100/5005] lr: 3.4775e-02 eta: 4:49:21 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.5546 2022/11/28 04:55:40 - mmengine - INFO - Epoch(train) [72][4200/5005] lr: 3.4750e-02 eta: 4:49:14 time: 0.0731 data_time: 0.0018 memory: 1679 loss: 1.6150 2022/11/28 04:55:48 - mmengine - INFO - Epoch(train) [72][4300/5005] lr: 3.4725e-02 eta: 4:49:07 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.7518 2022/11/28 04:55:55 - mmengine - INFO - Epoch(train) [72][4400/5005] lr: 3.4700e-02 eta: 4:49:00 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.4957 2022/11/28 04:56:03 - mmengine - INFO - Epoch(train) [72][4500/5005] lr: 3.4675e-02 eta: 4:48:53 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.8271 2022/11/28 04:56:10 - mmengine - INFO - Epoch(train) [72][4600/5005] lr: 3.4650e-02 eta: 4:48:46 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.6235 2022/11/28 04:56:13 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:56:18 - mmengine - INFO - Epoch(train) [72][4700/5005] lr: 3.4625e-02 eta: 4:48:39 time: 0.0732 data_time: 0.0021 memory: 1679 loss: 1.5899 2022/11/28 04:56:25 - mmengine - INFO - Epoch(train) [72][4800/5005] lr: 3.4600e-02 eta: 4:48:31 time: 0.0727 data_time: 0.0019 memory: 1679 loss: 1.8150 2022/11/28 04:56:32 - mmengine - INFO - Epoch(train) [72][4900/5005] lr: 3.4576e-02 eta: 4:48:24 time: 0.0725 data_time: 0.0019 memory: 1679 loss: 1.6667 2022/11/28 04:56:40 - mmengine - INFO - Epoch(train) [72][5000/5005] lr: 3.4551e-02 eta: 4:48:17 time: 0.0745 data_time: 0.0027 memory: 1679 loss: 1.7413 2022/11/28 04:56:40 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:56:40 - mmengine - INFO - Saving checkpoint at 72 epochs 2022/11/28 04:56:45 - mmengine - INFO - Epoch(val) [72][100/196] eta: 0:00:03 time: 0.0368 data_time: 0.0230 memory: 1679 2022/11/28 04:56:58 - mmengine - INFO - Epoch(val) [72][196/196] accuracy/top1: 66.5580 accuracy/top5: 87.6340 2022/11/28 04:57:06 - mmengine - INFO - Epoch(train) [73][ 100/5005] lr: 3.4525e-02 eta: 4:48:10 time: 0.0731 data_time: 0.0018 memory: 1679 loss: 1.3532 2022/11/28 04:57:14 - mmengine - INFO - Epoch(train) [73][ 200/5005] lr: 3.4500e-02 eta: 4:48:03 time: 0.0736 data_time: 0.0018 memory: 1679 loss: 1.4300 2022/11/28 04:57:21 - mmengine - INFO - Epoch(train) [73][ 300/5005] lr: 3.4475e-02 eta: 4:47:56 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.5537 2022/11/28 04:57:29 - mmengine - INFO - Epoch(train) [73][ 400/5005] lr: 3.4450e-02 eta: 4:47:49 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.6458 2022/11/28 04:57:36 - mmengine - INFO - Epoch(train) [73][ 500/5005] lr: 3.4425e-02 eta: 4:47:42 time: 0.0728 data_time: 0.0018 memory: 1679 loss: 1.3695 2022/11/28 04:57:44 - mmengine - INFO - Epoch(train) [73][ 600/5005] lr: 3.4400e-02 eta: 4:47:34 time: 0.0730 data_time: 0.0020 memory: 1679 loss: 1.6543 2022/11/28 04:57:47 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:57:51 - mmengine - INFO - Epoch(train) [73][ 700/5005] lr: 3.4375e-02 eta: 4:47:27 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.7511 2022/11/28 04:57:59 - mmengine - INFO - Epoch(train) [73][ 800/5005] lr: 3.4351e-02 eta: 4:47:20 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.6842 2022/11/28 04:58:06 - mmengine - INFO - Epoch(train) [73][ 900/5005] lr: 3.4326e-02 eta: 4:47:13 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 1.4453 2022/11/28 04:58:13 - mmengine - INFO - Epoch(train) [73][1000/5005] lr: 3.4301e-02 eta: 4:47:06 time: 0.0728 data_time: 0.0019 memory: 1679 loss: 1.7426 2022/11/28 04:58:21 - mmengine - INFO - Epoch(train) [73][1100/5005] lr: 3.4276e-02 eta: 4:46:59 time: 0.0766 data_time: 0.0018 memory: 1679 loss: 1.6572 2022/11/28 04:58:28 - mmengine - INFO - Epoch(train) [73][1200/5005] lr: 3.4251e-02 eta: 4:46:52 time: 0.0736 data_time: 0.0019 memory: 1679 loss: 1.5107 2022/11/28 04:58:36 - mmengine - INFO - Epoch(train) [73][1300/5005] lr: 3.4226e-02 eta: 4:46:45 time: 0.0728 data_time: 0.0020 memory: 1679 loss: 1.8083 2022/11/28 04:58:43 - mmengine - INFO - Epoch(train) [73][1400/5005] lr: 3.4202e-02 eta: 4:46:38 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.5554 2022/11/28 04:58:51 - mmengine - INFO - Epoch(train) [73][1500/5005] lr: 3.4177e-02 eta: 4:46:30 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.7635 2022/11/28 04:58:58 - mmengine - INFO - Epoch(train) [73][1600/5005] lr: 3.4152e-02 eta: 4:46:23 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.4985 2022/11/28 04:59:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 04:59:06 - mmengine - INFO - Epoch(train) [73][1700/5005] lr: 3.4127e-02 eta: 4:46:16 time: 0.0727 data_time: 0.0018 memory: 1679 loss: 1.3485 2022/11/28 04:59:13 - mmengine - INFO - Epoch(train) [73][1800/5005] lr: 3.4102e-02 eta: 4:46:09 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.5676 2022/11/28 04:59:21 - mmengine - INFO - Epoch(train) [73][1900/5005] lr: 3.4078e-02 eta: 4:46:02 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.7693 2022/11/28 04:59:28 - mmengine - INFO - Epoch(train) [73][2000/5005] lr: 3.4053e-02 eta: 4:45:55 time: 0.0733 data_time: 0.0021 memory: 1679 loss: 1.3488 2022/11/28 04:59:36 - mmengine - INFO - Epoch(train) [73][2100/5005] lr: 3.4028e-02 eta: 4:45:48 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.6407 2022/11/28 04:59:43 - mmengine - INFO - Epoch(train) [73][2200/5005] lr: 3.4003e-02 eta: 4:45:41 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.7463 2022/11/28 04:59:51 - mmengine - INFO - Epoch(train) [73][2300/5005] lr: 3.3978e-02 eta: 4:45:34 time: 0.0823 data_time: 0.0024 memory: 1679 loss: 1.5854 2022/11/28 04:59:58 - mmengine - INFO - Epoch(train) [73][2400/5005] lr: 3.3954e-02 eta: 4:45:27 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.7123 2022/11/28 05:00:06 - mmengine - INFO - Epoch(train) [73][2500/5005] lr: 3.3929e-02 eta: 4:45:20 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.6279 2022/11/28 05:00:13 - mmengine - INFO - Epoch(train) [73][2600/5005] lr: 3.3904e-02 eta: 4:45:12 time: 0.0732 data_time: 0.0018 memory: 1679 loss: 1.6438 2022/11/28 05:00:16 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:00:21 - mmengine - INFO - Epoch(train) [73][2700/5005] lr: 3.3879e-02 eta: 4:45:05 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.4958 2022/11/28 05:00:28 - mmengine - INFO - Epoch(train) [73][2800/5005] lr: 3.3855e-02 eta: 4:44:58 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.7671 2022/11/28 05:00:35 - mmengine - INFO - Epoch(train) [73][2900/5005] lr: 3.3830e-02 eta: 4:44:51 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.4620 2022/11/28 05:00:43 - mmengine - INFO - Epoch(train) [73][3000/5005] lr: 3.3805e-02 eta: 4:44:44 time: 0.0728 data_time: 0.0019 memory: 1679 loss: 1.6674 2022/11/28 05:00:50 - mmengine - INFO - Epoch(train) [73][3100/5005] lr: 3.3780e-02 eta: 4:44:37 time: 0.0736 data_time: 0.0019 memory: 1679 loss: 1.6787 2022/11/28 05:00:58 - mmengine - INFO - Epoch(train) [73][3200/5005] lr: 3.3756e-02 eta: 4:44:30 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.5270 2022/11/28 05:01:05 - mmengine - INFO - Epoch(train) [73][3300/5005] lr: 3.3731e-02 eta: 4:44:23 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.4004 2022/11/28 05:01:13 - mmengine - INFO - Epoch(train) [73][3400/5005] lr: 3.3706e-02 eta: 4:44:15 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.5740 2022/11/28 05:01:20 - mmengine - INFO - Epoch(train) [73][3500/5005] lr: 3.3681e-02 eta: 4:44:08 time: 0.0744 data_time: 0.0019 memory: 1679 loss: 1.5510 2022/11/28 05:01:28 - mmengine - INFO - Epoch(train) [73][3600/5005] lr: 3.3657e-02 eta: 4:44:01 time: 0.0799 data_time: 0.0020 memory: 1679 loss: 1.8510 2022/11/28 05:01:31 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:01:35 - mmengine - INFO - Epoch(train) [73][3700/5005] lr: 3.3632e-02 eta: 4:43:54 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.5362 2022/11/28 05:01:42 - mmengine - INFO - Epoch(train) [73][3800/5005] lr: 3.3607e-02 eta: 4:43:47 time: 0.0725 data_time: 0.0019 memory: 1679 loss: 1.6608 2022/11/28 05:01:50 - mmengine - INFO - Epoch(train) [73][3900/5005] lr: 3.3583e-02 eta: 4:43:40 time: 0.0725 data_time: 0.0019 memory: 1679 loss: 1.6653 2022/11/28 05:01:58 - mmengine - INFO - Epoch(train) [73][4000/5005] lr: 3.3558e-02 eta: 4:43:33 time: 0.0727 data_time: 0.0019 memory: 1679 loss: 1.7127 2022/11/28 05:02:05 - mmengine - INFO - Epoch(train) [73][4100/5005] lr: 3.3533e-02 eta: 4:43:26 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.5996 2022/11/28 05:02:13 - mmengine - INFO - Epoch(train) [73][4200/5005] lr: 3.3509e-02 eta: 4:43:19 time: 0.0725 data_time: 0.0020 memory: 1679 loss: 1.5906 2022/11/28 05:02:20 - mmengine - INFO - Epoch(train) [73][4300/5005] lr: 3.3484e-02 eta: 4:43:12 time: 0.0728 data_time: 0.0019 memory: 1679 loss: 1.4202 2022/11/28 05:02:28 - mmengine - INFO - Epoch(train) [73][4400/5005] lr: 3.3459e-02 eta: 4:43:05 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.7140 2022/11/28 05:02:35 - mmengine - INFO - Epoch(train) [73][4500/5005] lr: 3.3434e-02 eta: 4:42:57 time: 0.0730 data_time: 0.0021 memory: 1679 loss: 1.6329 2022/11/28 05:02:42 - mmengine - INFO - Epoch(train) [73][4600/5005] lr: 3.3410e-02 eta: 4:42:50 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.5424 2022/11/28 05:02:45 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:02:50 - mmengine - INFO - Epoch(train) [73][4700/5005] lr: 3.3385e-02 eta: 4:42:43 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.5508 2022/11/28 05:02:57 - mmengine - INFO - Epoch(train) [73][4800/5005] lr: 3.3360e-02 eta: 4:42:36 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.6491 2022/11/28 05:03:05 - mmengine - INFO - Epoch(train) [73][4900/5005] lr: 3.3336e-02 eta: 4:42:29 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.7081 2022/11/28 05:03:12 - mmengine - INFO - Epoch(train) [73][5000/5005] lr: 3.3311e-02 eta: 4:42:22 time: 0.0735 data_time: 0.0027 memory: 1679 loss: 1.6264 2022/11/28 05:03:12 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:03:12 - mmengine - INFO - Saving checkpoint at 73 epochs 2022/11/28 05:03:18 - mmengine - INFO - Epoch(val) [73][100/196] eta: 0:00:03 time: 0.0396 data_time: 0.0260 memory: 1679 2022/11/28 05:03:31 - mmengine - INFO - Epoch(val) [73][196/196] accuracy/top1: 66.8560 accuracy/top5: 87.6720 2022/11/28 05:03:39 - mmengine - INFO - Epoch(train) [74][ 100/5005] lr: 3.3285e-02 eta: 4:42:15 time: 0.0739 data_time: 0.0018 memory: 1679 loss: 1.6379 2022/11/28 05:03:46 - mmengine - INFO - Epoch(train) [74][ 200/5005] lr: 3.3261e-02 eta: 4:42:07 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.6956 2022/11/28 05:03:54 - mmengine - INFO - Epoch(train) [74][ 300/5005] lr: 3.3236e-02 eta: 4:42:00 time: 0.0740 data_time: 0.0026 memory: 1679 loss: 1.5788 2022/11/28 05:04:01 - mmengine - INFO - Epoch(train) [74][ 400/5005] lr: 3.3211e-02 eta: 4:41:53 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.4430 2022/11/28 05:04:09 - mmengine - INFO - Epoch(train) [74][ 500/5005] lr: 3.3187e-02 eta: 4:41:46 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.5751 2022/11/28 05:04:16 - mmengine - INFO - Epoch(train) [74][ 600/5005] lr: 3.3162e-02 eta: 4:41:39 time: 0.0728 data_time: 0.0019 memory: 1679 loss: 1.5559 2022/11/28 05:04:19 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:04:24 - mmengine - INFO - Epoch(train) [74][ 700/5005] lr: 3.3137e-02 eta: 4:41:32 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.7747 2022/11/28 05:04:31 - mmengine - INFO - Epoch(train) [74][ 800/5005] lr: 3.3113e-02 eta: 4:41:25 time: 0.0726 data_time: 0.0019 memory: 1679 loss: 1.6346 2022/11/28 05:04:39 - mmengine - INFO - Epoch(train) [74][ 900/5005] lr: 3.3088e-02 eta: 4:41:18 time: 0.0730 data_time: 0.0020 memory: 1679 loss: 1.5853 2022/11/28 05:04:47 - mmengine - INFO - Epoch(train) [74][1000/5005] lr: 3.3064e-02 eta: 4:41:11 time: 0.0729 data_time: 0.0020 memory: 1679 loss: 1.4969 2022/11/28 05:04:54 - mmengine - INFO - Epoch(train) [74][1100/5005] lr: 3.3039e-02 eta: 4:41:04 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.5367 2022/11/28 05:05:01 - mmengine - INFO - Epoch(train) [74][1200/5005] lr: 3.3014e-02 eta: 4:40:57 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.5714 2022/11/28 05:05:09 - mmengine - INFO - Epoch(train) [74][1300/5005] lr: 3.2990e-02 eta: 4:40:49 time: 0.0737 data_time: 0.0022 memory: 1679 loss: 1.7992 2022/11/28 05:05:16 - mmengine - INFO - Epoch(train) [74][1400/5005] lr: 3.2965e-02 eta: 4:40:42 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.4667 2022/11/28 05:05:24 - mmengine - INFO - Epoch(train) [74][1500/5005] lr: 3.2941e-02 eta: 4:40:35 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.5524 2022/11/28 05:05:31 - mmengine - INFO - Epoch(train) [74][1600/5005] lr: 3.2916e-02 eta: 4:40:28 time: 0.0725 data_time: 0.0019 memory: 1679 loss: 1.5410 2022/11/28 05:05:34 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:05:39 - mmengine - INFO - Epoch(train) [74][1700/5005] lr: 3.2891e-02 eta: 4:40:21 time: 0.0736 data_time: 0.0018 memory: 1679 loss: 1.7873 2022/11/28 05:05:46 - mmengine - INFO - Epoch(train) [74][1800/5005] lr: 3.2867e-02 eta: 4:40:14 time: 0.0728 data_time: 0.0019 memory: 1679 loss: 1.5546 2022/11/28 05:05:54 - mmengine - INFO - Epoch(train) [74][1900/5005] lr: 3.2842e-02 eta: 4:40:07 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.6842 2022/11/28 05:06:01 - mmengine - INFO - Epoch(train) [74][2000/5005] lr: 3.2818e-02 eta: 4:40:00 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.6271 2022/11/28 05:06:09 - mmengine - INFO - Epoch(train) [74][2100/5005] lr: 3.2793e-02 eta: 4:39:53 time: 0.0736 data_time: 0.0019 memory: 1679 loss: 1.7919 2022/11/28 05:06:16 - mmengine - INFO - Epoch(train) [74][2200/5005] lr: 3.2769e-02 eta: 4:39:45 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.5594 2022/11/28 05:06:24 - mmengine - INFO - Epoch(train) [74][2300/5005] lr: 3.2744e-02 eta: 4:39:38 time: 0.0726 data_time: 0.0019 memory: 1679 loss: 1.7157 2022/11/28 05:06:31 - mmengine - INFO - Epoch(train) [74][2400/5005] lr: 3.2720e-02 eta: 4:39:31 time: 0.0729 data_time: 0.0020 memory: 1679 loss: 1.5601 2022/11/28 05:06:38 - mmengine - INFO - Epoch(train) [74][2500/5005] lr: 3.2695e-02 eta: 4:39:24 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.5831 2022/11/28 05:06:46 - mmengine - INFO - Epoch(train) [74][2600/5005] lr: 3.2670e-02 eta: 4:39:17 time: 0.0730 data_time: 0.0020 memory: 1679 loss: 1.5362 2022/11/28 05:06:49 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:06:53 - mmengine - INFO - Epoch(train) [74][2700/5005] lr: 3.2646e-02 eta: 4:39:10 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.4021 2022/11/28 05:07:01 - mmengine - INFO - Epoch(train) [74][2800/5005] lr: 3.2621e-02 eta: 4:39:03 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.4704 2022/11/28 05:07:08 - mmengine - INFO - Epoch(train) [74][2900/5005] lr: 3.2597e-02 eta: 4:38:56 time: 0.0729 data_time: 0.0020 memory: 1679 loss: 1.4474 2022/11/28 05:07:16 - mmengine - INFO - Epoch(train) [74][3000/5005] lr: 3.2572e-02 eta: 4:38:49 time: 0.0741 data_time: 0.0024 memory: 1679 loss: 1.9558 2022/11/28 05:07:23 - mmengine - INFO - Epoch(train) [74][3100/5005] lr: 3.2548e-02 eta: 4:38:42 time: 0.0740 data_time: 0.0019 memory: 1679 loss: 1.5992 2022/11/28 05:07:31 - mmengine - INFO - Epoch(train) [74][3200/5005] lr: 3.2523e-02 eta: 4:38:34 time: 0.0738 data_time: 0.0019 memory: 1679 loss: 1.6478 2022/11/28 05:07:38 - mmengine - INFO - Epoch(train) [74][3300/5005] lr: 3.2499e-02 eta: 4:38:27 time: 0.0738 data_time: 0.0018 memory: 1679 loss: 1.6904 2022/11/28 05:07:46 - mmengine - INFO - Epoch(train) [74][3400/5005] lr: 3.2474e-02 eta: 4:38:20 time: 0.0737 data_time: 0.0019 memory: 1679 loss: 1.7017 2022/11/28 05:07:53 - mmengine - INFO - Epoch(train) [74][3500/5005] lr: 3.2450e-02 eta: 4:38:13 time: 0.0739 data_time: 0.0019 memory: 1679 loss: 1.6637 2022/11/28 05:08:01 - mmengine - INFO - Epoch(train) [74][3600/5005] lr: 3.2425e-02 eta: 4:38:06 time: 0.0744 data_time: 0.0018 memory: 1679 loss: 1.7144 2022/11/28 05:08:04 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:08:08 - mmengine - INFO - Epoch(train) [74][3700/5005] lr: 3.2401e-02 eta: 4:37:59 time: 0.0729 data_time: 0.0018 memory: 1679 loss: 1.7091 2022/11/28 05:08:16 - mmengine - INFO - Epoch(train) [74][3800/5005] lr: 3.2376e-02 eta: 4:37:52 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.6395 2022/11/28 05:08:23 - mmengine - INFO - Epoch(train) [74][3900/5005] lr: 3.2352e-02 eta: 4:37:45 time: 0.0728 data_time: 0.0019 memory: 1679 loss: 1.8441 2022/11/28 05:08:31 - mmengine - INFO - Epoch(train) [74][4000/5005] lr: 3.2327e-02 eta: 4:37:38 time: 0.0727 data_time: 0.0019 memory: 1679 loss: 1.6245 2022/11/28 05:08:38 - mmengine - INFO - Epoch(train) [74][4100/5005] lr: 3.2303e-02 eta: 4:37:31 time: 0.0735 data_time: 0.0019 memory: 1679 loss: 1.7395 2022/11/28 05:08:46 - mmengine - INFO - Epoch(train) [74][4200/5005] lr: 3.2279e-02 eta: 4:37:24 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.4706 2022/11/28 05:08:53 - mmengine - INFO - Epoch(train) [74][4300/5005] lr: 3.2254e-02 eta: 4:37:16 time: 0.0731 data_time: 0.0022 memory: 1679 loss: 1.7727 2022/11/28 05:09:01 - mmengine - INFO - Epoch(train) [74][4400/5005] lr: 3.2230e-02 eta: 4:37:09 time: 0.0738 data_time: 0.0025 memory: 1679 loss: 1.4425 2022/11/28 05:09:09 - mmengine - INFO - Epoch(train) [74][4500/5005] lr: 3.2205e-02 eta: 4:37:02 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.7756 2022/11/28 05:09:16 - mmengine - INFO - Epoch(train) [74][4600/5005] lr: 3.2181e-02 eta: 4:36:55 time: 0.0743 data_time: 0.0018 memory: 1679 loss: 1.5879 2022/11/28 05:09:19 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:09:23 - mmengine - INFO - Epoch(train) [74][4700/5005] lr: 3.2156e-02 eta: 4:36:48 time: 0.0731 data_time: 0.0020 memory: 1679 loss: 1.7192 2022/11/28 05:09:31 - mmengine - INFO - Epoch(train) [74][4800/5005] lr: 3.2132e-02 eta: 4:36:41 time: 0.0737 data_time: 0.0021 memory: 1679 loss: 1.4505 2022/11/28 05:09:39 - mmengine - INFO - Epoch(train) [74][4900/5005] lr: 3.2107e-02 eta: 4:36:34 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.3633 2022/11/28 05:09:46 - mmengine - INFO - Epoch(train) [74][5000/5005] lr: 3.2083e-02 eta: 4:36:27 time: 0.0744 data_time: 0.0027 memory: 1679 loss: 1.6350 2022/11/28 05:09:46 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:09:46 - mmengine - INFO - Saving checkpoint at 74 epochs 2022/11/28 05:09:52 - mmengine - INFO - Epoch(val) [74][100/196] eta: 0:00:03 time: 0.0375 data_time: 0.0236 memory: 1679 2022/11/28 05:10:05 - mmengine - INFO - Epoch(val) [74][196/196] accuracy/top1: 66.8600 accuracy/top5: 87.6880 2022/11/28 05:10:13 - mmengine - INFO - Epoch(train) [75][ 100/5005] lr: 3.2057e-02 eta: 4:36:20 time: 0.0735 data_time: 0.0019 memory: 1679 loss: 1.4195 2022/11/28 05:10:20 - mmengine - INFO - Epoch(train) [75][ 200/5005] lr: 3.2033e-02 eta: 4:36:12 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.4061 2022/11/28 05:10:28 - mmengine - INFO - Epoch(train) [75][ 300/5005] lr: 3.2009e-02 eta: 4:36:05 time: 0.0742 data_time: 0.0019 memory: 1679 loss: 1.6514 2022/11/28 05:10:35 - mmengine - INFO - Epoch(train) [75][ 400/5005] lr: 3.1984e-02 eta: 4:35:58 time: 0.0731 data_time: 0.0021 memory: 1679 loss: 1.6949 2022/11/28 05:10:43 - mmengine - INFO - Epoch(train) [75][ 500/5005] lr: 3.1960e-02 eta: 4:35:51 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.6718 2022/11/28 05:10:50 - mmengine - INFO - Epoch(train) [75][ 600/5005] lr: 3.1935e-02 eta: 4:35:44 time: 0.0733 data_time: 0.0024 memory: 1679 loss: 1.6434 2022/11/28 05:10:52 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:10:58 - mmengine - INFO - Epoch(train) [75][ 700/5005] lr: 3.1911e-02 eta: 4:35:37 time: 0.0734 data_time: 0.0018 memory: 1679 loss: 1.6054 2022/11/28 05:11:05 - mmengine - INFO - Epoch(train) [75][ 800/5005] lr: 3.1887e-02 eta: 4:35:30 time: 0.0732 data_time: 0.0024 memory: 1679 loss: 1.5571 2022/11/28 05:11:13 - mmengine - INFO - Epoch(train) [75][ 900/5005] lr: 3.1862e-02 eta: 4:35:23 time: 0.0740 data_time: 0.0022 memory: 1679 loss: 1.6309 2022/11/28 05:11:20 - mmengine - INFO - Epoch(train) [75][1000/5005] lr: 3.1838e-02 eta: 4:35:16 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.6942 2022/11/28 05:11:28 - mmengine - INFO - Epoch(train) [75][1100/5005] lr: 3.1814e-02 eta: 4:35:08 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.8084 2022/11/28 05:11:35 - mmengine - INFO - Epoch(train) [75][1200/5005] lr: 3.1789e-02 eta: 4:35:01 time: 0.0731 data_time: 0.0018 memory: 1679 loss: 1.7513 2022/11/28 05:11:43 - mmengine - INFO - Epoch(train) [75][1300/5005] lr: 3.1765e-02 eta: 4:34:54 time: 0.0738 data_time: 0.0019 memory: 1679 loss: 1.5264 2022/11/28 05:11:50 - mmengine - INFO - Epoch(train) [75][1400/5005] lr: 3.1740e-02 eta: 4:34:47 time: 0.0725 data_time: 0.0018 memory: 1679 loss: 1.8052 2022/11/28 05:11:58 - mmengine - INFO - Epoch(train) [75][1500/5005] lr: 3.1716e-02 eta: 4:34:40 time: 0.0737 data_time: 0.0027 memory: 1679 loss: 1.6110 2022/11/28 05:12:05 - mmengine - INFO - Epoch(train) [75][1600/5005] lr: 3.1692e-02 eta: 4:34:33 time: 0.0728 data_time: 0.0019 memory: 1679 loss: 1.6605 2022/11/28 05:12:07 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:12:13 - mmengine - INFO - Epoch(train) [75][1700/5005] lr: 3.1667e-02 eta: 4:34:26 time: 0.0917 data_time: 0.0019 memory: 1679 loss: 1.7256 2022/11/28 05:12:20 - mmengine - INFO - Epoch(train) [75][1800/5005] lr: 3.1643e-02 eta: 4:34:19 time: 0.0732 data_time: 0.0021 memory: 1679 loss: 1.5458 2022/11/28 05:12:28 - mmengine - INFO - Epoch(train) [75][1900/5005] lr: 3.1619e-02 eta: 4:34:12 time: 0.0737 data_time: 0.0024 memory: 1679 loss: 1.6068 2022/11/28 05:12:35 - mmengine - INFO - Epoch(train) [75][2000/5005] lr: 3.1595e-02 eta: 4:34:05 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.6187 2022/11/28 05:12:43 - mmengine - INFO - Epoch(train) [75][2100/5005] lr: 3.1570e-02 eta: 4:33:58 time: 0.0728 data_time: 0.0020 memory: 1679 loss: 1.4839 2022/11/28 05:12:50 - mmengine - INFO - Epoch(train) [75][2200/5005] lr: 3.1546e-02 eta: 4:33:51 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.5188 2022/11/28 05:12:58 - mmengine - INFO - Epoch(train) [75][2300/5005] lr: 3.1522e-02 eta: 4:33:43 time: 0.0743 data_time: 0.0023 memory: 1679 loss: 1.5482 2022/11/28 05:13:05 - mmengine - INFO - Epoch(train) [75][2400/5005] lr: 3.1497e-02 eta: 4:33:36 time: 0.0736 data_time: 0.0019 memory: 1679 loss: 1.8107 2022/11/28 05:13:13 - mmengine - INFO - Epoch(train) [75][2500/5005] lr: 3.1473e-02 eta: 4:33:29 time: 0.0747 data_time: 0.0025 memory: 1679 loss: 1.7592 2022/11/28 05:13:20 - mmengine - INFO - Epoch(train) [75][2600/5005] lr: 3.1449e-02 eta: 4:33:22 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.5701 2022/11/28 05:13:23 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:13:28 - mmengine - INFO - Epoch(train) [75][2700/5005] lr: 3.1424e-02 eta: 4:33:15 time: 0.0743 data_time: 0.0019 memory: 1679 loss: 1.8179 2022/11/28 05:13:36 - mmengine - INFO - Epoch(train) [75][2800/5005] lr: 3.1400e-02 eta: 4:33:08 time: 0.0735 data_time: 0.0019 memory: 1679 loss: 1.7224 2022/11/28 05:13:43 - mmengine - INFO - Epoch(train) [75][2900/5005] lr: 3.1376e-02 eta: 4:33:01 time: 0.0730 data_time: 0.0020 memory: 1679 loss: 1.5769 2022/11/28 05:13:50 - mmengine - INFO - Epoch(train) [75][3000/5005] lr: 3.1352e-02 eta: 4:32:54 time: 0.0741 data_time: 0.0018 memory: 1679 loss: 1.5194 2022/11/28 05:13:58 - mmengine - INFO - Epoch(train) [75][3100/5005] lr: 3.1327e-02 eta: 4:32:47 time: 0.0733 data_time: 0.0018 memory: 1679 loss: 1.6727 2022/11/28 05:14:06 - mmengine - INFO - Epoch(train) [75][3200/5005] lr: 3.1303e-02 eta: 4:32:40 time: 0.0732 data_time: 0.0023 memory: 1679 loss: 1.5634 2022/11/28 05:14:13 - mmengine - INFO - Epoch(train) [75][3300/5005] lr: 3.1279e-02 eta: 4:32:33 time: 0.0811 data_time: 0.0019 memory: 1679 loss: 1.7341 2022/11/28 05:14:21 - mmengine - INFO - Epoch(train) [75][3400/5005] lr: 3.1255e-02 eta: 4:32:25 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.7802 2022/11/28 05:14:28 - mmengine - INFO - Epoch(train) [75][3500/5005] lr: 3.1230e-02 eta: 4:32:18 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.5647 2022/11/28 05:14:36 - mmengine - INFO - Epoch(train) [75][3600/5005] lr: 3.1206e-02 eta: 4:32:11 time: 0.0732 data_time: 0.0021 memory: 1679 loss: 1.5449 2022/11/28 05:14:38 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:14:43 - mmengine - INFO - Epoch(train) [75][3700/5005] lr: 3.1182e-02 eta: 4:32:04 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.6641 2022/11/28 05:14:51 - mmengine - INFO - Epoch(train) [75][3800/5005] lr: 3.1158e-02 eta: 4:31:57 time: 0.0733 data_time: 0.0025 memory: 1679 loss: 1.5990 2022/11/28 05:14:58 - mmengine - INFO - Epoch(train) [75][3900/5005] lr: 3.1133e-02 eta: 4:31:50 time: 0.0789 data_time: 0.0019 memory: 1679 loss: 1.7234 2022/11/28 05:15:06 - mmengine - INFO - Epoch(train) [75][4000/5005] lr: 3.1109e-02 eta: 4:31:43 time: 0.0735 data_time: 0.0018 memory: 1679 loss: 1.3735 2022/11/28 05:15:13 - mmengine - INFO - Epoch(train) [75][4100/5005] lr: 3.1085e-02 eta: 4:31:36 time: 0.0739 data_time: 0.0018 memory: 1679 loss: 1.5927 2022/11/28 05:15:21 - mmengine - INFO - Epoch(train) [75][4200/5005] lr: 3.1061e-02 eta: 4:31:29 time: 0.0734 data_time: 0.0018 memory: 1679 loss: 1.7589 2022/11/28 05:15:28 - mmengine - INFO - Epoch(train) [75][4300/5005] lr: 3.1037e-02 eta: 4:31:22 time: 0.0731 data_time: 0.0020 memory: 1679 loss: 1.6178 2022/11/28 05:15:36 - mmengine - INFO - Epoch(train) [75][4400/5005] lr: 3.1012e-02 eta: 4:31:14 time: 0.0737 data_time: 0.0022 memory: 1679 loss: 1.5465 2022/11/28 05:15:43 - mmengine - INFO - Epoch(train) [75][4500/5005] lr: 3.0988e-02 eta: 4:31:07 time: 0.0739 data_time: 0.0025 memory: 1679 loss: 1.4562 2022/11/28 05:15:51 - mmengine - INFO - Epoch(train) [75][4600/5005] lr: 3.0964e-02 eta: 4:31:00 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.7043 2022/11/28 05:15:53 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:15:58 - mmengine - INFO - Epoch(train) [75][4700/5005] lr: 3.0940e-02 eta: 4:30:53 time: 0.0737 data_time: 0.0019 memory: 1679 loss: 1.5626 2022/11/28 05:16:06 - mmengine - INFO - Epoch(train) [75][4800/5005] lr: 3.0916e-02 eta: 4:30:46 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.5846 2022/11/28 05:16:13 - mmengine - INFO - Epoch(train) [75][4900/5005] lr: 3.0891e-02 eta: 4:30:39 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.3587 2022/11/28 05:16:21 - mmengine - INFO - Epoch(train) [75][5000/5005] lr: 3.0867e-02 eta: 4:30:32 time: 0.0747 data_time: 0.0028 memory: 1679 loss: 1.5404 2022/11/28 05:16:21 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:16:21 - mmengine - INFO - Saving checkpoint at 75 epochs 2022/11/28 05:16:26 - mmengine - INFO - Epoch(val) [75][100/196] eta: 0:00:03 time: 0.0377 data_time: 0.0236 memory: 1679 2022/11/28 05:16:40 - mmengine - INFO - Epoch(val) [75][196/196] accuracy/top1: 66.6820 accuracy/top5: 87.5720 2022/11/28 05:16:47 - mmengine - INFO - Epoch(train) [76][ 100/5005] lr: 3.0842e-02 eta: 4:30:25 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.6696 2022/11/28 05:16:55 - mmengine - INFO - Epoch(train) [76][ 200/5005] lr: 3.0818e-02 eta: 4:30:17 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.5115 2022/11/28 05:17:02 - mmengine - INFO - Epoch(train) [76][ 300/5005] lr: 3.0794e-02 eta: 4:30:10 time: 0.0780 data_time: 0.0019 memory: 1679 loss: 1.4610 2022/11/28 05:17:10 - mmengine - INFO - Epoch(train) [76][ 400/5005] lr: 3.0769e-02 eta: 4:30:03 time: 0.0737 data_time: 0.0019 memory: 1679 loss: 1.7316 2022/11/28 05:17:17 - mmengine - INFO - Epoch(train) [76][ 500/5005] lr: 3.0745e-02 eta: 4:29:56 time: 0.0729 data_time: 0.0020 memory: 1679 loss: 1.9513 2022/11/28 05:17:25 - mmengine - INFO - Epoch(train) [76][ 600/5005] lr: 3.0721e-02 eta: 4:29:49 time: 0.0737 data_time: 0.0019 memory: 1679 loss: 1.7278 2022/11/28 05:17:27 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:17:32 - mmengine - INFO - Epoch(train) [76][ 700/5005] lr: 3.0697e-02 eta: 4:29:42 time: 0.0739 data_time: 0.0023 memory: 1679 loss: 1.7171 2022/11/28 05:17:40 - mmengine - INFO - Epoch(train) [76][ 800/5005] lr: 3.0673e-02 eta: 4:29:35 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.4798 2022/11/28 05:17:47 - mmengine - INFO - Epoch(train) [76][ 900/5005] lr: 3.0649e-02 eta: 4:29:28 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.5782 2022/11/28 05:17:55 - mmengine - INFO - Epoch(train) [76][1000/5005] lr: 3.0625e-02 eta: 4:29:21 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.5394 2022/11/28 05:18:02 - mmengine - INFO - Epoch(train) [76][1100/5005] lr: 3.0601e-02 eta: 4:29:14 time: 0.0742 data_time: 0.0019 memory: 1679 loss: 1.5651 2022/11/28 05:18:10 - mmengine - INFO - Epoch(train) [76][1200/5005] lr: 3.0576e-02 eta: 4:29:06 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.7680 2022/11/28 05:18:17 - mmengine - INFO - Epoch(train) [76][1300/5005] lr: 3.0552e-02 eta: 4:28:59 time: 0.0743 data_time: 0.0018 memory: 1679 loss: 1.5945 2022/11/28 05:18:25 - mmengine - INFO - Epoch(train) [76][1400/5005] lr: 3.0528e-02 eta: 4:28:52 time: 0.0739 data_time: 0.0025 memory: 1679 loss: 1.3676 2022/11/28 05:18:32 - mmengine - INFO - Epoch(train) [76][1500/5005] lr: 3.0504e-02 eta: 4:28:45 time: 0.0739 data_time: 0.0019 memory: 1679 loss: 1.4816 2022/11/28 05:18:40 - mmengine - INFO - Epoch(train) [76][1600/5005] lr: 3.0480e-02 eta: 4:28:38 time: 0.0747 data_time: 0.0024 memory: 1679 loss: 1.4087 2022/11/28 05:18:42 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:18:48 - mmengine - INFO - Epoch(train) [76][1700/5005] lr: 3.0456e-02 eta: 4:28:31 time: 0.0738 data_time: 0.0019 memory: 1679 loss: 1.6259 2022/11/28 05:18:55 - mmengine - INFO - Epoch(train) [76][1800/5005] lr: 3.0432e-02 eta: 4:28:24 time: 0.0727 data_time: 0.0019 memory: 1679 loss: 1.8028 2022/11/28 05:19:03 - mmengine - INFO - Epoch(train) [76][1900/5005] lr: 3.0408e-02 eta: 4:28:17 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.5310 2022/11/28 05:19:10 - mmengine - INFO - Epoch(train) [76][2000/5005] lr: 3.0384e-02 eta: 4:28:10 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.6270 2022/11/28 05:19:18 - mmengine - INFO - Epoch(train) [76][2100/5005] lr: 3.0360e-02 eta: 4:28:03 time: 0.0731 data_time: 0.0024 memory: 1679 loss: 1.6811 2022/11/28 05:19:25 - mmengine - INFO - Epoch(train) [76][2200/5005] lr: 3.0336e-02 eta: 4:27:56 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.4510 2022/11/28 05:19:33 - mmengine - INFO - Epoch(train) [76][2300/5005] lr: 3.0312e-02 eta: 4:27:48 time: 0.0734 data_time: 0.0021 memory: 1679 loss: 1.4838 2022/11/28 05:19:40 - mmengine - INFO - Epoch(train) [76][2400/5005] lr: 3.0288e-02 eta: 4:27:41 time: 0.0736 data_time: 0.0019 memory: 1679 loss: 1.6895 2022/11/28 05:19:48 - mmengine - INFO - Epoch(train) [76][2500/5005] lr: 3.0264e-02 eta: 4:27:34 time: 0.0738 data_time: 0.0019 memory: 1679 loss: 1.5009 2022/11/28 05:19:55 - mmengine - INFO - Epoch(train) [76][2600/5005] lr: 3.0240e-02 eta: 4:27:27 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.6940 2022/11/28 05:19:57 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:20:03 - mmengine - INFO - Epoch(train) [76][2700/5005] lr: 3.0216e-02 eta: 4:27:20 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.4939 2022/11/28 05:20:10 - mmengine - INFO - Epoch(train) [76][2800/5005] lr: 3.0192e-02 eta: 4:27:13 time: 0.0744 data_time: 0.0019 memory: 1679 loss: 1.5912 2022/11/28 05:20:18 - mmengine - INFO - Epoch(train) [76][2900/5005] lr: 3.0168e-02 eta: 4:27:06 time: 0.0735 data_time: 0.0019 memory: 1679 loss: 1.6764 2022/11/28 05:20:25 - mmengine - INFO - Epoch(train) [76][3000/5005] lr: 3.0144e-02 eta: 4:26:59 time: 0.0734 data_time: 0.0024 memory: 1679 loss: 1.6376 2022/11/28 05:20:33 - mmengine - INFO - Epoch(train) [76][3100/5005] lr: 3.0120e-02 eta: 4:26:52 time: 0.0740 data_time: 0.0025 memory: 1679 loss: 1.4334 2022/11/28 05:20:41 - mmengine - INFO - Epoch(train) [76][3200/5005] lr: 3.0096e-02 eta: 4:26:45 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.6074 2022/11/28 05:20:48 - mmengine - INFO - Epoch(train) [76][3300/5005] lr: 3.0072e-02 eta: 4:26:38 time: 0.0737 data_time: 0.0026 memory: 1679 loss: 1.5933 2022/11/28 05:20:56 - mmengine - INFO - Epoch(train) [76][3400/5005] lr: 3.0048e-02 eta: 4:26:30 time: 0.0729 data_time: 0.0022 memory: 1679 loss: 1.6452 2022/11/28 05:21:03 - mmengine - INFO - Epoch(train) [76][3500/5005] lr: 3.0024e-02 eta: 4:26:23 time: 0.0728 data_time: 0.0019 memory: 1679 loss: 1.5058 2022/11/28 05:21:11 - mmengine - INFO - Epoch(train) [76][3600/5005] lr: 3.0000e-02 eta: 4:26:16 time: 0.0958 data_time: 0.0019 memory: 1679 loss: 1.6491 2022/11/28 05:21:13 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:21:18 - mmengine - INFO - Epoch(train) [76][3700/5005] lr: 2.9976e-02 eta: 4:26:09 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.6226 2022/11/28 05:21:26 - mmengine - INFO - Epoch(train) [76][3800/5005] lr: 2.9952e-02 eta: 4:26:02 time: 0.0726 data_time: 0.0019 memory: 1679 loss: 1.6152 2022/11/28 05:21:34 - mmengine - INFO - Epoch(train) [76][3900/5005] lr: 2.9928e-02 eta: 4:25:55 time: 0.0738 data_time: 0.0019 memory: 1679 loss: 1.6520 2022/11/28 05:21:41 - mmengine - INFO - Epoch(train) [76][4000/5005] lr: 2.9904e-02 eta: 4:25:48 time: 0.0742 data_time: 0.0019 memory: 1679 loss: 1.7917 2022/11/28 05:21:49 - mmengine - INFO - Epoch(train) [76][4100/5005] lr: 2.9880e-02 eta: 4:25:41 time: 0.0810 data_time: 0.0018 memory: 1679 loss: 1.6227 2022/11/28 05:21:56 - mmengine - INFO - Epoch(train) [76][4200/5005] lr: 2.9856e-02 eta: 4:25:34 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.7439 2022/11/28 05:22:04 - mmengine - INFO - Epoch(train) [76][4300/5005] lr: 2.9832e-02 eta: 4:25:27 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.6410 2022/11/28 05:22:11 - mmengine - INFO - Epoch(train) [76][4400/5005] lr: 2.9808e-02 eta: 4:25:20 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.7048 2022/11/28 05:22:19 - mmengine - INFO - Epoch(train) [76][4500/5005] lr: 2.9784e-02 eta: 4:25:13 time: 0.0735 data_time: 0.0020 memory: 1679 loss: 1.6274 2022/11/28 05:22:26 - mmengine - INFO - Epoch(train) [76][4600/5005] lr: 2.9760e-02 eta: 4:25:05 time: 0.0728 data_time: 0.0019 memory: 1679 loss: 1.5070 2022/11/28 05:22:28 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:22:34 - mmengine - INFO - Epoch(train) [76][4700/5005] lr: 2.9736e-02 eta: 4:24:58 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.7422 2022/11/28 05:22:41 - mmengine - INFO - Epoch(train) [76][4800/5005] lr: 2.9712e-02 eta: 4:24:51 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.5462 2022/11/28 05:22:49 - mmengine - INFO - Epoch(train) [76][4900/5005] lr: 2.9688e-02 eta: 4:24:44 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.7264 2022/11/28 05:22:56 - mmengine - INFO - Epoch(train) [76][5000/5005] lr: 2.9665e-02 eta: 4:24:37 time: 0.0755 data_time: 0.0032 memory: 1679 loss: 1.5761 2022/11/28 05:22:57 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:22:57 - mmengine - INFO - Saving checkpoint at 76 epochs 2022/11/28 05:23:02 - mmengine - INFO - Epoch(val) [76][100/196] eta: 0:00:03 time: 0.0366 data_time: 0.0225 memory: 1679 2022/11/28 05:23:15 - mmengine - INFO - Epoch(val) [76][196/196] accuracy/top1: 67.1340 accuracy/top5: 88.1500 2022/11/28 05:23:23 - mmengine - INFO - Epoch(train) [77][ 100/5005] lr: 2.9640e-02 eta: 4:24:30 time: 0.0735 data_time: 0.0021 memory: 1679 loss: 1.5188 2022/11/28 05:23:31 - mmengine - INFO - Epoch(train) [77][ 200/5005] lr: 2.9616e-02 eta: 4:24:23 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.6927 2022/11/28 05:23:38 - mmengine - INFO - Epoch(train) [77][ 300/5005] lr: 2.9592e-02 eta: 4:24:16 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.4241 2022/11/28 05:23:46 - mmengine - INFO - Epoch(train) [77][ 400/5005] lr: 2.9568e-02 eta: 4:24:09 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.4753 2022/11/28 05:23:54 - mmengine - INFO - Epoch(train) [77][ 500/5005] lr: 2.9544e-02 eta: 4:24:01 time: 0.0742 data_time: 0.0018 memory: 1679 loss: 1.6493 2022/11/28 05:24:01 - mmengine - INFO - Epoch(train) [77][ 600/5005] lr: 2.9520e-02 eta: 4:23:54 time: 0.0742 data_time: 0.0019 memory: 1679 loss: 1.5144 2022/11/28 05:24:03 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:24:09 - mmengine - INFO - Epoch(train) [77][ 700/5005] lr: 2.9496e-02 eta: 4:23:47 time: 0.0735 data_time: 0.0019 memory: 1679 loss: 1.8574 2022/11/28 05:24:16 - mmengine - INFO - Epoch(train) [77][ 800/5005] lr: 2.9472e-02 eta: 4:23:40 time: 0.0735 data_time: 0.0020 memory: 1679 loss: 1.6591 2022/11/28 05:24:24 - mmengine - INFO - Epoch(train) [77][ 900/5005] lr: 2.9449e-02 eta: 4:23:33 time: 0.0742 data_time: 0.0019 memory: 1679 loss: 1.5542 2022/11/28 05:24:31 - mmengine - INFO - Epoch(train) [77][1000/5005] lr: 2.9425e-02 eta: 4:23:26 time: 0.0730 data_time: 0.0020 memory: 1679 loss: 1.4142 2022/11/28 05:24:39 - mmengine - INFO - Epoch(train) [77][1100/5005] lr: 2.9401e-02 eta: 4:23:19 time: 0.0741 data_time: 0.0018 memory: 1679 loss: 1.5006 2022/11/28 05:24:46 - mmengine - INFO - Epoch(train) [77][1200/5005] lr: 2.9377e-02 eta: 4:23:12 time: 0.0735 data_time: 0.0019 memory: 1679 loss: 1.5467 2022/11/28 05:24:54 - mmengine - INFO - Epoch(train) [77][1300/5005] lr: 2.9353e-02 eta: 4:23:05 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.4660 2022/11/28 05:25:01 - mmengine - INFO - Epoch(train) [77][1400/5005] lr: 2.9329e-02 eta: 4:22:58 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.7286 2022/11/28 05:25:09 - mmengine - INFO - Epoch(train) [77][1500/5005] lr: 2.9306e-02 eta: 4:22:50 time: 0.0739 data_time: 0.0019 memory: 1679 loss: 1.6436 2022/11/28 05:25:16 - mmengine - INFO - Epoch(train) [77][1600/5005] lr: 2.9282e-02 eta: 4:22:43 time: 0.0737 data_time: 0.0026 memory: 1679 loss: 1.7170 2022/11/28 05:25:18 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:25:24 - mmengine - INFO - Epoch(train) [77][1700/5005] lr: 2.9258e-02 eta: 4:22:36 time: 0.0737 data_time: 0.0024 memory: 1679 loss: 1.3665 2022/11/28 05:25:31 - mmengine - INFO - Epoch(train) [77][1800/5005] lr: 2.9234e-02 eta: 4:22:29 time: 0.0733 data_time: 0.0025 memory: 1679 loss: 1.7458 2022/11/28 05:25:39 - mmengine - INFO - Epoch(train) [77][1900/5005] lr: 2.9210e-02 eta: 4:22:22 time: 0.0739 data_time: 0.0026 memory: 1679 loss: 1.5120 2022/11/28 05:25:46 - mmengine - INFO - Epoch(train) [77][2000/5005] lr: 2.9187e-02 eta: 4:22:15 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.5253 2022/11/28 05:25:54 - mmengine - INFO - Epoch(train) [77][2100/5005] lr: 2.9163e-02 eta: 4:22:08 time: 0.0739 data_time: 0.0018 memory: 1679 loss: 1.5370 2022/11/28 05:26:02 - mmengine - INFO - Epoch(train) [77][2200/5005] lr: 2.9139e-02 eta: 4:22:01 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.3957 2022/11/28 05:26:09 - mmengine - INFO - Epoch(train) [77][2300/5005] lr: 2.9115e-02 eta: 4:21:54 time: 0.0744 data_time: 0.0019 memory: 1679 loss: 1.5569 2022/11/28 05:26:17 - mmengine - INFO - Epoch(train) [77][2400/5005] lr: 2.9092e-02 eta: 4:21:47 time: 0.0743 data_time: 0.0019 memory: 1679 loss: 1.6005 2022/11/28 05:26:24 - mmengine - INFO - Epoch(train) [77][2500/5005] lr: 2.9068e-02 eta: 4:21:39 time: 0.0735 data_time: 0.0019 memory: 1679 loss: 1.5846 2022/11/28 05:26:32 - mmengine - INFO - Epoch(train) [77][2600/5005] lr: 2.9044e-02 eta: 4:21:32 time: 0.0732 data_time: 0.0022 memory: 1679 loss: 1.4683 2022/11/28 05:26:33 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:26:39 - mmengine - INFO - Epoch(train) [77][2700/5005] lr: 2.9020e-02 eta: 4:21:25 time: 0.0740 data_time: 0.0019 memory: 1679 loss: 1.5569 2022/11/28 05:26:47 - mmengine - INFO - Epoch(train) [77][2800/5005] lr: 2.8997e-02 eta: 4:21:18 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.5679 2022/11/28 05:26:54 - mmengine - INFO - Epoch(train) [77][2900/5005] lr: 2.8973e-02 eta: 4:21:11 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.4959 2022/11/28 05:27:02 - mmengine - INFO - Epoch(train) [77][3000/5005] lr: 2.8949e-02 eta: 4:21:04 time: 0.0742 data_time: 0.0019 memory: 1679 loss: 1.6710 2022/11/28 05:27:09 - mmengine - INFO - Epoch(train) [77][3100/5005] lr: 2.8925e-02 eta: 4:20:57 time: 0.0735 data_time: 0.0022 memory: 1679 loss: 1.3419 2022/11/28 05:27:17 - mmengine - INFO - Epoch(train) [77][3200/5005] lr: 2.8902e-02 eta: 4:20:50 time: 0.0736 data_time: 0.0019 memory: 1679 loss: 1.5254 2022/11/28 05:27:24 - mmengine - INFO - Epoch(train) [77][3300/5005] lr: 2.8878e-02 eta: 4:20:43 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.6495 2022/11/28 05:27:32 - mmengine - INFO - Epoch(train) [77][3400/5005] lr: 2.8854e-02 eta: 4:20:35 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.8527 2022/11/28 05:27:39 - mmengine - INFO - Epoch(train) [77][3500/5005] lr: 2.8831e-02 eta: 4:20:28 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.6698 2022/11/28 05:27:47 - mmengine - INFO - Epoch(train) [77][3600/5005] lr: 2.8807e-02 eta: 4:20:21 time: 0.0736 data_time: 0.0020 memory: 1679 loss: 1.5944 2022/11/28 05:27:49 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:27:55 - mmengine - INFO - Epoch(train) [77][3700/5005] lr: 2.8783e-02 eta: 4:20:14 time: 0.0736 data_time: 0.0019 memory: 1679 loss: 1.6147 2022/11/28 05:28:02 - mmengine - INFO - Epoch(train) [77][3800/5005] lr: 2.8760e-02 eta: 4:20:07 time: 0.0740 data_time: 0.0019 memory: 1679 loss: 1.6320 2022/11/28 05:28:10 - mmengine - INFO - Epoch(train) [77][3900/5005] lr: 2.8736e-02 eta: 4:20:00 time: 0.0740 data_time: 0.0028 memory: 1679 loss: 1.4361 2022/11/28 05:28:17 - mmengine - INFO - Epoch(train) [77][4000/5005] lr: 2.8712e-02 eta: 4:19:53 time: 0.0757 data_time: 0.0020 memory: 1679 loss: 1.6819 2022/11/28 05:28:25 - mmengine - INFO - Epoch(train) [77][4100/5005] lr: 2.8689e-02 eta: 4:19:46 time: 0.0739 data_time: 0.0019 memory: 1679 loss: 1.6422 2022/11/28 05:28:32 - mmengine - INFO - Epoch(train) [77][4200/5005] lr: 2.8665e-02 eta: 4:19:39 time: 0.0745 data_time: 0.0019 memory: 1679 loss: 1.5845 2022/11/28 05:28:40 - mmengine - INFO - Epoch(train) [77][4300/5005] lr: 2.8641e-02 eta: 4:19:32 time: 0.0738 data_time: 0.0025 memory: 1679 loss: 1.6183 2022/11/28 05:28:47 - mmengine - INFO - Epoch(train) [77][4400/5005] lr: 2.8618e-02 eta: 4:19:25 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.5072 2022/11/28 05:28:55 - mmengine - INFO - Epoch(train) [77][4500/5005] lr: 2.8594e-02 eta: 4:19:17 time: 0.0727 data_time: 0.0020 memory: 1679 loss: 1.4256 2022/11/28 05:29:02 - mmengine - INFO - Epoch(train) [77][4600/5005] lr: 2.8570e-02 eta: 4:19:10 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.9241 2022/11/28 05:29:04 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:29:10 - mmengine - INFO - Epoch(train) [77][4700/5005] lr: 2.8547e-02 eta: 4:19:03 time: 0.0741 data_time: 0.0019 memory: 1679 loss: 1.4433 2022/11/28 05:29:17 - mmengine - INFO - Epoch(train) [77][4800/5005] lr: 2.8523e-02 eta: 4:18:56 time: 0.0832 data_time: 0.0020 memory: 1679 loss: 1.5146 2022/11/28 05:29:25 - mmengine - INFO - Epoch(train) [77][4900/5005] lr: 2.8499e-02 eta: 4:18:49 time: 0.0743 data_time: 0.0019 memory: 1679 loss: 1.7419 2022/11/28 05:29:32 - mmengine - INFO - Epoch(train) [77][5000/5005] lr: 2.8476e-02 eta: 4:18:42 time: 0.0746 data_time: 0.0028 memory: 1679 loss: 1.6951 2022/11/28 05:29:33 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:29:33 - mmengine - INFO - Saving checkpoint at 77 epochs 2022/11/28 05:29:38 - mmengine - INFO - Epoch(val) [77][100/196] eta: 0:00:03 time: 0.0386 data_time: 0.0249 memory: 1679 2022/11/28 05:29:51 - mmengine - INFO - Epoch(val) [77][196/196] accuracy/top1: 67.0240 accuracy/top5: 87.6740 2022/11/28 05:29:59 - mmengine - INFO - Epoch(train) [78][ 100/5005] lr: 2.8451e-02 eta: 4:18:35 time: 0.0728 data_time: 0.0020 memory: 1679 loss: 1.8292 2022/11/28 05:30:07 - mmengine - INFO - Epoch(train) [78][ 200/5005] lr: 2.8427e-02 eta: 4:18:28 time: 0.0749 data_time: 0.0021 memory: 1679 loss: 1.5839 2022/11/28 05:30:14 - mmengine - INFO - Epoch(train) [78][ 300/5005] lr: 2.8404e-02 eta: 4:18:20 time: 0.0742 data_time: 0.0019 memory: 1679 loss: 1.6849 2022/11/28 05:30:22 - mmengine - INFO - Epoch(train) [78][ 400/5005] lr: 2.8380e-02 eta: 4:18:13 time: 0.0739 data_time: 0.0019 memory: 1679 loss: 1.5090 2022/11/28 05:30:30 - mmengine - INFO - Epoch(train) [78][ 500/5005] lr: 2.8357e-02 eta: 4:18:06 time: 0.0739 data_time: 0.0023 memory: 1679 loss: 1.5399 2022/11/28 05:30:37 - mmengine - INFO - Epoch(train) [78][ 600/5005] lr: 2.8333e-02 eta: 4:17:59 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.5402 2022/11/28 05:30:38 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:30:45 - mmengine - INFO - Epoch(train) [78][ 700/5005] lr: 2.8310e-02 eta: 4:17:52 time: 0.0737 data_time: 0.0024 memory: 1679 loss: 1.6082 2022/11/28 05:30:52 - mmengine - INFO - Epoch(train) [78][ 800/5005] lr: 2.8286e-02 eta: 4:17:45 time: 0.0737 data_time: 0.0024 memory: 1679 loss: 1.4018 2022/11/28 05:31:00 - mmengine - INFO - Epoch(train) [78][ 900/5005] lr: 2.8262e-02 eta: 4:17:38 time: 0.0733 data_time: 0.0022 memory: 1679 loss: 1.5811 2022/11/28 05:31:07 - mmengine - INFO - Epoch(train) [78][1000/5005] lr: 2.8239e-02 eta: 4:17:31 time: 0.0733 data_time: 0.0022 memory: 1679 loss: 1.5068 2022/11/28 05:31:15 - mmengine - INFO - Epoch(train) [78][1100/5005] lr: 2.8215e-02 eta: 4:17:24 time: 0.0729 data_time: 0.0020 memory: 1679 loss: 1.7698 2022/11/28 05:31:22 - mmengine - INFO - Epoch(train) [78][1200/5005] lr: 2.8192e-02 eta: 4:17:16 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.4038 2022/11/28 05:31:30 - mmengine - INFO - Epoch(train) [78][1300/5005] lr: 2.8168e-02 eta: 4:17:09 time: 0.0738 data_time: 0.0019 memory: 1679 loss: 1.7659 2022/11/28 05:31:37 - mmengine - INFO - Epoch(train) [78][1400/5005] lr: 2.8145e-02 eta: 4:17:02 time: 0.0742 data_time: 0.0024 memory: 1679 loss: 1.6477 2022/11/28 05:31:45 - mmengine - INFO - Epoch(train) [78][1500/5005] lr: 2.8121e-02 eta: 4:16:55 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.5264 2022/11/28 05:31:52 - mmengine - INFO - Epoch(train) [78][1600/5005] lr: 2.8098e-02 eta: 4:16:48 time: 0.0825 data_time: 0.0018 memory: 1679 loss: 1.5070 2022/11/28 05:31:53 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:32:00 - mmengine - INFO - Epoch(train) [78][1700/5005] lr: 2.8074e-02 eta: 4:16:41 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.5266 2022/11/28 05:32:07 - mmengine - INFO - Epoch(train) [78][1800/5005] lr: 2.8051e-02 eta: 4:16:34 time: 0.0727 data_time: 0.0020 memory: 1679 loss: 1.2671 2022/11/28 05:32:15 - mmengine - INFO - Epoch(train) [78][1900/5005] lr: 2.8027e-02 eta: 4:16:27 time: 0.0735 data_time: 0.0020 memory: 1679 loss: 1.5994 2022/11/28 05:32:22 - mmengine - INFO - Epoch(train) [78][2000/5005] lr: 2.8004e-02 eta: 4:16:19 time: 0.0750 data_time: 0.0018 memory: 1679 loss: 1.5152 2022/11/28 05:32:30 - mmengine - INFO - Epoch(train) [78][2100/5005] lr: 2.7980e-02 eta: 4:16:12 time: 0.0741 data_time: 0.0019 memory: 1679 loss: 1.5401 2022/11/28 05:32:37 - mmengine - INFO - Epoch(train) [78][2200/5005] lr: 2.7957e-02 eta: 4:16:05 time: 0.0783 data_time: 0.0020 memory: 1679 loss: 1.7245 2022/11/28 05:32:45 - mmengine - INFO - Epoch(train) [78][2300/5005] lr: 2.7933e-02 eta: 4:15:58 time: 0.0736 data_time: 0.0019 memory: 1679 loss: 1.4811 2022/11/28 05:32:53 - mmengine - INFO - Epoch(train) [78][2400/5005] lr: 2.7910e-02 eta: 4:15:51 time: 0.0806 data_time: 0.0021 memory: 1679 loss: 1.6255 2022/11/28 05:33:00 - mmengine - INFO - Epoch(train) [78][2500/5005] lr: 2.7886e-02 eta: 4:15:44 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.7297 2022/11/28 05:33:08 - mmengine - INFO - Epoch(train) [78][2600/5005] lr: 2.7863e-02 eta: 4:15:37 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.5022 2022/11/28 05:33:09 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:33:15 - mmengine - INFO - Epoch(train) [78][2700/5005] lr: 2.7839e-02 eta: 4:15:30 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.6303 2022/11/28 05:33:22 - mmengine - INFO - Epoch(train) [78][2800/5005] lr: 2.7816e-02 eta: 4:15:23 time: 0.0742 data_time: 0.0019 memory: 1679 loss: 1.5832 2022/11/28 05:33:30 - mmengine - INFO - Epoch(train) [78][2900/5005] lr: 2.7793e-02 eta: 4:15:15 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.6040 2022/11/28 05:33:37 - mmengine - INFO - Epoch(train) [78][3000/5005] lr: 2.7769e-02 eta: 4:15:08 time: 0.0743 data_time: 0.0018 memory: 1679 loss: 1.7330 2022/11/28 05:33:45 - mmengine - INFO - Epoch(train) [78][3100/5005] lr: 2.7746e-02 eta: 4:15:01 time: 0.0735 data_time: 0.0020 memory: 1679 loss: 1.3650 2022/11/28 05:33:52 - mmengine - INFO - Epoch(train) [78][3200/5005] lr: 2.7722e-02 eta: 4:14:54 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.6229 2022/11/28 05:34:00 - mmengine - INFO - Epoch(train) [78][3300/5005] lr: 2.7699e-02 eta: 4:14:47 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.6526 2022/11/28 05:34:08 - mmengine - INFO - Epoch(train) [78][3400/5005] lr: 2.7676e-02 eta: 4:14:40 time: 0.0741 data_time: 0.0019 memory: 1679 loss: 1.5940 2022/11/28 05:34:15 - mmengine - INFO - Epoch(train) [78][3500/5005] lr: 2.7652e-02 eta: 4:14:33 time: 0.0734 data_time: 0.0026 memory: 1679 loss: 1.5358 2022/11/28 05:34:23 - mmengine - INFO - Epoch(train) [78][3600/5005] lr: 2.7629e-02 eta: 4:14:26 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.3336 2022/11/28 05:34:24 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:34:30 - mmengine - INFO - Epoch(train) [78][3700/5005] lr: 2.7605e-02 eta: 4:14:19 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.5224 2022/11/28 05:34:38 - mmengine - INFO - Epoch(train) [78][3800/5005] lr: 2.7582e-02 eta: 4:14:11 time: 0.0745 data_time: 0.0020 memory: 1679 loss: 1.7556 2022/11/28 05:34:45 - mmengine - INFO - Epoch(train) [78][3900/5005] lr: 2.7559e-02 eta: 4:14:04 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.6752 2022/11/28 05:34:53 - mmengine - INFO - Epoch(train) [78][4000/5005] lr: 2.7535e-02 eta: 4:13:57 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.5834 2022/11/28 05:35:00 - mmengine - INFO - Epoch(train) [78][4100/5005] lr: 2.7512e-02 eta: 4:13:50 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.4397 2022/11/28 05:35:08 - mmengine - INFO - Epoch(train) [78][4200/5005] lr: 2.7488e-02 eta: 4:13:43 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.6011 2022/11/28 05:35:15 - mmengine - INFO - Epoch(train) [78][4300/5005] lr: 2.7465e-02 eta: 4:13:36 time: 0.0738 data_time: 0.0019 memory: 1679 loss: 1.5506 2022/11/28 05:35:23 - mmengine - INFO - Epoch(train) [78][4400/5005] lr: 2.7442e-02 eta: 4:13:29 time: 0.0743 data_time: 0.0019 memory: 1679 loss: 1.3785 2022/11/28 05:35:30 - mmengine - INFO - Epoch(train) [78][4500/5005] lr: 2.7418e-02 eta: 4:13:22 time: 0.0734 data_time: 0.0021 memory: 1679 loss: 1.4979 2022/11/28 05:35:38 - mmengine - INFO - Epoch(train) [78][4600/5005] lr: 2.7395e-02 eta: 4:13:14 time: 0.0736 data_time: 0.0019 memory: 1679 loss: 1.4181 2022/11/28 05:35:39 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:35:45 - mmengine - INFO - Epoch(train) [78][4700/5005] lr: 2.7372e-02 eta: 4:13:07 time: 0.0735 data_time: 0.0022 memory: 1679 loss: 1.3976 2022/11/28 05:35:53 - mmengine - INFO - Epoch(train) [78][4800/5005] lr: 2.7348e-02 eta: 4:13:00 time: 0.0739 data_time: 0.0021 memory: 1679 loss: 1.6300 2022/11/28 05:36:00 - mmengine - INFO - Epoch(train) [78][4900/5005] lr: 2.7325e-02 eta: 4:12:53 time: 0.0737 data_time: 0.0024 memory: 1679 loss: 1.9149 2022/11/28 05:36:08 - mmengine - INFO - Epoch(train) [78][5000/5005] lr: 2.7302e-02 eta: 4:12:46 time: 0.0743 data_time: 0.0030 memory: 1679 loss: 1.7122 2022/11/28 05:36:08 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:36:08 - mmengine - INFO - Saving checkpoint at 78 epochs 2022/11/28 05:36:13 - mmengine - INFO - Epoch(val) [78][100/196] eta: 0:00:03 time: 0.0401 data_time: 0.0265 memory: 1679 2022/11/28 05:36:26 - mmengine - INFO - Epoch(val) [78][196/196] accuracy/top1: 67.5560 accuracy/top5: 88.2940 2022/11/28 05:36:34 - mmengine - INFO - Epoch(train) [79][ 100/5005] lr: 2.7277e-02 eta: 4:12:39 time: 0.0735 data_time: 0.0019 memory: 1679 loss: 1.4311 2022/11/28 05:36:42 - mmengine - INFO - Epoch(train) [79][ 200/5005] lr: 2.7254e-02 eta: 4:12:31 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.3426 2022/11/28 05:36:49 - mmengine - INFO - Epoch(train) [79][ 300/5005] lr: 2.7231e-02 eta: 4:12:24 time: 0.0802 data_time: 0.0025 memory: 1679 loss: 1.3780 2022/11/28 05:36:57 - mmengine - INFO - Epoch(train) [79][ 400/5005] lr: 2.7208e-02 eta: 4:12:17 time: 0.0741 data_time: 0.0021 memory: 1679 loss: 1.4809 2022/11/28 05:37:04 - mmengine - INFO - Epoch(train) [79][ 500/5005] lr: 2.7184e-02 eta: 4:12:10 time: 0.0745 data_time: 0.0019 memory: 1679 loss: 1.6964 2022/11/28 05:37:12 - mmengine - INFO - Epoch(train) [79][ 600/5005] lr: 2.7161e-02 eta: 4:12:03 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.4755 2022/11/28 05:37:13 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:37:19 - mmengine - INFO - Epoch(train) [79][ 700/5005] lr: 2.7138e-02 eta: 4:11:56 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.4860 2022/11/28 05:37:27 - mmengine - INFO - Epoch(train) [79][ 800/5005] lr: 2.7114e-02 eta: 4:11:49 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.5568 2022/11/28 05:37:34 - mmengine - INFO - Epoch(train) [79][ 900/5005] lr: 2.7091e-02 eta: 4:11:42 time: 0.0782 data_time: 0.0045 memory: 1679 loss: 1.6341 2022/11/28 05:37:42 - mmengine - INFO - Epoch(train) [79][1000/5005] lr: 2.7068e-02 eta: 4:11:35 time: 0.0739 data_time: 0.0019 memory: 1679 loss: 1.4074 2022/11/28 05:37:50 - mmengine - INFO - Epoch(train) [79][1100/5005] lr: 2.7045e-02 eta: 4:11:27 time: 0.0741 data_time: 0.0018 memory: 1679 loss: 1.6360 2022/11/28 05:37:57 - mmengine - INFO - Epoch(train) [79][1200/5005] lr: 2.7022e-02 eta: 4:11:20 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.5551 2022/11/28 05:38:05 - mmengine - INFO - Epoch(train) [79][1300/5005] lr: 2.6998e-02 eta: 4:11:13 time: 0.0742 data_time: 0.0024 memory: 1679 loss: 1.4512 2022/11/28 05:38:12 - mmengine - INFO - Epoch(train) [79][1400/5005] lr: 2.6975e-02 eta: 4:11:06 time: 0.0737 data_time: 0.0019 memory: 1679 loss: 1.5140 2022/11/28 05:38:20 - mmengine - INFO - Epoch(train) [79][1500/5005] lr: 2.6952e-02 eta: 4:10:59 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.5302 2022/11/28 05:38:27 - mmengine - INFO - Epoch(train) [79][1600/5005] lr: 2.6929e-02 eta: 4:10:52 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.5208 2022/11/28 05:38:28 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:38:35 - mmengine - INFO - Epoch(train) [79][1700/5005] lr: 2.6905e-02 eta: 4:10:45 time: 0.0735 data_time: 0.0025 memory: 1679 loss: 1.5211 2022/11/28 05:38:42 - mmengine - INFO - Epoch(train) [79][1800/5005] lr: 2.6882e-02 eta: 4:10:38 time: 0.0730 data_time: 0.0019 memory: 1679 loss: 1.4768 2022/11/28 05:38:50 - mmengine - INFO - Epoch(train) [79][1900/5005] lr: 2.6859e-02 eta: 4:10:31 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.5817 2022/11/28 05:38:57 - mmengine - INFO - Epoch(train) [79][2000/5005] lr: 2.6836e-02 eta: 4:10:23 time: 0.0735 data_time: 0.0024 memory: 1679 loss: 1.6521 2022/11/28 05:39:05 - mmengine - INFO - Epoch(train) [79][2100/5005] lr: 2.6813e-02 eta: 4:10:16 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.5526 2022/11/28 05:39:12 - mmengine - INFO - Epoch(train) [79][2200/5005] lr: 2.6790e-02 eta: 4:10:09 time: 0.0742 data_time: 0.0019 memory: 1679 loss: 1.3100 2022/11/28 05:39:20 - mmengine - INFO - Epoch(train) [79][2300/5005] lr: 2.6766e-02 eta: 4:10:02 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.5613 2022/11/28 05:39:27 - mmengine - INFO - Epoch(train) [79][2400/5005] lr: 2.6743e-02 eta: 4:09:55 time: 0.0731 data_time: 0.0021 memory: 1679 loss: 1.5401 2022/11/28 05:39:35 - mmengine - INFO - Epoch(train) [79][2500/5005] lr: 2.6720e-02 eta: 4:09:48 time: 0.0743 data_time: 0.0026 memory: 1679 loss: 1.5110 2022/11/28 05:39:43 - mmengine - INFO - Epoch(train) [79][2600/5005] lr: 2.6697e-02 eta: 4:09:41 time: 0.0741 data_time: 0.0019 memory: 1679 loss: 1.5762 2022/11/28 05:39:43 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:39:50 - mmengine - INFO - Epoch(train) [79][2700/5005] lr: 2.6674e-02 eta: 4:09:34 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.4820 2022/11/28 05:39:58 - mmengine - INFO - Epoch(train) [79][2800/5005] lr: 2.6651e-02 eta: 4:09:27 time: 0.0738 data_time: 0.0025 memory: 1679 loss: 1.5320 2022/11/28 05:40:05 - mmengine - INFO - Epoch(train) [79][2900/5005] lr: 2.6628e-02 eta: 4:09:19 time: 0.0731 data_time: 0.0020 memory: 1679 loss: 1.5964 2022/11/28 05:40:13 - mmengine - INFO - Epoch(train) [79][3000/5005] lr: 2.6604e-02 eta: 4:09:12 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.6403 2022/11/28 05:40:20 - mmengine - INFO - Epoch(train) [79][3100/5005] lr: 2.6581e-02 eta: 4:09:05 time: 0.0743 data_time: 0.0019 memory: 1679 loss: 1.6064 2022/11/28 05:40:28 - mmengine - INFO - Epoch(train) [79][3200/5005] lr: 2.6558e-02 eta: 4:08:58 time: 0.0741 data_time: 0.0025 memory: 1679 loss: 1.6736 2022/11/28 05:40:35 - mmengine - INFO - Epoch(train) [79][3300/5005] lr: 2.6535e-02 eta: 4:08:51 time: 0.0736 data_time: 0.0020 memory: 1679 loss: 1.3883 2022/11/28 05:40:43 - mmengine - INFO - Epoch(train) [79][3400/5005] lr: 2.6512e-02 eta: 4:08:44 time: 0.0742 data_time: 0.0024 memory: 1679 loss: 1.4163 2022/11/28 05:40:51 - mmengine - INFO - Epoch(train) [79][3500/5005] lr: 2.6489e-02 eta: 4:08:37 time: 0.0733 data_time: 0.0022 memory: 1679 loss: 1.5624 2022/11/28 05:40:58 - mmengine - INFO - Epoch(train) [79][3600/5005] lr: 2.6466e-02 eta: 4:08:30 time: 0.0816 data_time: 0.0019 memory: 1679 loss: 1.5430 2022/11/28 05:40:59 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:41:06 - mmengine - INFO - Epoch(train) [79][3700/5005] lr: 2.6443e-02 eta: 4:08:22 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.6128 2022/11/28 05:41:13 - mmengine - INFO - Epoch(train) [79][3800/5005] lr: 2.6420e-02 eta: 4:08:15 time: 0.0729 data_time: 0.0019 memory: 1679 loss: 1.5911 2022/11/28 05:41:21 - mmengine - INFO - Epoch(train) [79][3900/5005] lr: 2.6397e-02 eta: 4:08:08 time: 0.0735 data_time: 0.0019 memory: 1679 loss: 1.6388 2022/11/28 05:41:28 - mmengine - INFO - Epoch(train) [79][4000/5005] lr: 2.6374e-02 eta: 4:08:01 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.6997 2022/11/28 05:41:36 - mmengine - INFO - Epoch(train) [79][4100/5005] lr: 2.6351e-02 eta: 4:07:54 time: 0.0737 data_time: 0.0021 memory: 1679 loss: 1.6220 2022/11/28 05:41:43 - mmengine - INFO - Epoch(train) [79][4200/5005] lr: 2.6328e-02 eta: 4:07:47 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.6607 2022/11/28 05:41:51 - mmengine - INFO - Epoch(train) [79][4300/5005] lr: 2.6304e-02 eta: 4:07:40 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.4238 2022/11/28 05:41:58 - mmengine - INFO - Epoch(train) [79][4400/5005] lr: 2.6281e-02 eta: 4:07:33 time: 0.0736 data_time: 0.0019 memory: 1679 loss: 1.6232 2022/11/28 05:42:06 - mmengine - INFO - Epoch(train) [79][4500/5005] lr: 2.6258e-02 eta: 4:07:25 time: 0.0737 data_time: 0.0025 memory: 1679 loss: 1.5491 2022/11/28 05:42:13 - mmengine - INFO - Epoch(train) [79][4600/5005] lr: 2.6235e-02 eta: 4:07:18 time: 0.0741 data_time: 0.0019 memory: 1679 loss: 1.5113 2022/11/28 05:42:14 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:42:21 - mmengine - INFO - Epoch(train) [79][4700/5005] lr: 2.6212e-02 eta: 4:07:11 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.4392 2022/11/28 05:42:28 - mmengine - INFO - Epoch(train) [79][4800/5005] lr: 2.6189e-02 eta: 4:07:04 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.7748 2022/11/28 05:42:36 - mmengine - INFO - Epoch(train) [79][4900/5005] lr: 2.6166e-02 eta: 4:06:57 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.6509 2022/11/28 05:42:43 - mmengine - INFO - Epoch(train) [79][5000/5005] lr: 2.6143e-02 eta: 4:06:50 time: 0.0747 data_time: 0.0028 memory: 1679 loss: 1.6293 2022/11/28 05:42:44 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:42:44 - mmengine - INFO - Saving checkpoint at 79 epochs 2022/11/28 05:42:49 - mmengine - INFO - Epoch(val) [79][100/196] eta: 0:00:04 time: 0.0380 data_time: 0.0243 memory: 1679 2022/11/28 05:43:03 - mmengine - INFO - Epoch(val) [79][196/196] accuracy/top1: 67.6540 accuracy/top5: 88.2640 2022/11/28 05:43:11 - mmengine - INFO - Epoch(train) [80][ 100/5005] lr: 2.6119e-02 eta: 4:06:43 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.4822 2022/11/28 05:43:18 - mmengine - INFO - Epoch(train) [80][ 200/5005] lr: 2.6096e-02 eta: 4:06:35 time: 0.0741 data_time: 0.0019 memory: 1679 loss: 1.4210 2022/11/28 05:43:26 - mmengine - INFO - Epoch(train) [80][ 300/5005] lr: 2.6073e-02 eta: 4:06:28 time: 0.0746 data_time: 0.0019 memory: 1679 loss: 1.5578 2022/11/28 05:43:33 - mmengine - INFO - Epoch(train) [80][ 400/5005] lr: 2.6050e-02 eta: 4:06:21 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.6377 2022/11/28 05:43:41 - mmengine - INFO - Epoch(train) [80][ 500/5005] lr: 2.6027e-02 eta: 4:06:14 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.6314 2022/11/28 05:43:48 - mmengine - INFO - Epoch(train) [80][ 600/5005] lr: 2.6005e-02 eta: 4:06:07 time: 0.0742 data_time: 0.0019 memory: 1679 loss: 1.4405 2022/11/28 05:43:49 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:43:56 - mmengine - INFO - Epoch(train) [80][ 700/5005] lr: 2.5982e-02 eta: 4:06:00 time: 0.0738 data_time: 0.0025 memory: 1679 loss: 1.5580 2022/11/28 05:44:04 - mmengine - INFO - Epoch(train) [80][ 800/5005] lr: 2.5959e-02 eta: 4:05:53 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.4442 2022/11/28 05:44:11 - mmengine - INFO - Epoch(train) [80][ 900/5005] lr: 2.5936e-02 eta: 4:05:46 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.5782 2022/11/28 05:44:19 - mmengine - INFO - Epoch(train) [80][1000/5005] lr: 2.5913e-02 eta: 4:05:39 time: 0.0736 data_time: 0.0019 memory: 1679 loss: 1.4310 2022/11/28 05:44:26 - mmengine - INFO - Epoch(train) [80][1100/5005] lr: 2.5890e-02 eta: 4:05:31 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.4832 2022/11/28 05:44:34 - mmengine - INFO - Epoch(train) [80][1200/5005] lr: 2.5867e-02 eta: 4:05:24 time: 0.0739 data_time: 0.0019 memory: 1679 loss: 1.6152 2022/11/28 05:44:41 - mmengine - INFO - Epoch(train) [80][1300/5005] lr: 2.5844e-02 eta: 4:05:17 time: 0.0735 data_time: 0.0019 memory: 1679 loss: 1.7686 2022/11/28 05:44:49 - mmengine - INFO - Epoch(train) [80][1400/5005] lr: 2.5821e-02 eta: 4:05:10 time: 0.0743 data_time: 0.0019 memory: 1679 loss: 1.4385 2022/11/28 05:44:56 - mmengine - INFO - Epoch(train) [80][1500/5005] lr: 2.5798e-02 eta: 4:05:03 time: 0.0742 data_time: 0.0019 memory: 1679 loss: 1.6055 2022/11/28 05:45:04 - mmengine - INFO - Epoch(train) [80][1600/5005] lr: 2.5775e-02 eta: 4:04:56 time: 0.0735 data_time: 0.0019 memory: 1679 loss: 1.5243 2022/11/28 05:45:04 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:45:11 - mmengine - INFO - Epoch(train) [80][1700/5005] lr: 2.5753e-02 eta: 4:04:49 time: 0.0733 data_time: 0.0019 memory: 1679 loss: 1.4514 2022/11/28 05:45:19 - mmengine - INFO - Epoch(train) [80][1800/5005] lr: 2.5730e-02 eta: 4:04:41 time: 0.0742 data_time: 0.0019 memory: 1679 loss: 1.6885 2022/11/28 05:45:26 - mmengine - INFO - Epoch(train) [80][1900/5005] lr: 2.5707e-02 eta: 4:04:34 time: 0.0746 data_time: 0.0026 memory: 1679 loss: 1.4755 2022/11/28 05:45:34 - mmengine - INFO - Epoch(train) [80][2000/5005] lr: 2.5684e-02 eta: 4:04:27 time: 0.0744 data_time: 0.0019 memory: 1679 loss: 1.5569 2022/11/28 05:45:42 - mmengine - INFO - Epoch(train) [80][2100/5005] lr: 2.5661e-02 eta: 4:04:20 time: 0.0738 data_time: 0.0023 memory: 1679 loss: 1.4389 2022/11/28 05:45:49 - mmengine - INFO - Epoch(train) [80][2200/5005] lr: 2.5638e-02 eta: 4:04:13 time: 0.0729 data_time: 0.0020 memory: 1679 loss: 1.5441 2022/11/28 05:45:57 - mmengine - INFO - Epoch(train) [80][2300/5005] lr: 2.5615e-02 eta: 4:04:06 time: 0.0738 data_time: 0.0019 memory: 1679 loss: 1.6122 2022/11/28 05:46:04 - mmengine - INFO - Epoch(train) [80][2400/5005] lr: 2.5593e-02 eta: 4:03:59 time: 0.0736 data_time: 0.0022 memory: 1679 loss: 1.4592 2022/11/28 05:46:12 - mmengine - INFO - Epoch(train) [80][2500/5005] lr: 2.5570e-02 eta: 4:03:52 time: 0.0746 data_time: 0.0020 memory: 1679 loss: 1.7449 2022/11/28 05:46:19 - mmengine - INFO - Epoch(train) [80][2600/5005] lr: 2.5547e-02 eta: 4:03:45 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.3535 2022/11/28 05:46:20 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:46:27 - mmengine - INFO - Epoch(train) [80][2700/5005] lr: 2.5524e-02 eta: 4:03:37 time: 0.0739 data_time: 0.0021 memory: 1679 loss: 1.5186 2022/11/28 05:46:34 - mmengine - INFO - Epoch(train) [80][2800/5005] lr: 2.5501e-02 eta: 4:03:30 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.6249 2022/11/28 05:46:42 - mmengine - INFO - Epoch(train) [80][2900/5005] lr: 2.5479e-02 eta: 4:03:23 time: 0.0800 data_time: 0.0018 memory: 1679 loss: 1.3811 2022/11/28 05:46:49 - mmengine - INFO - Epoch(train) [80][3000/5005] lr: 2.5456e-02 eta: 4:03:16 time: 0.0732 data_time: 0.0019 memory: 1679 loss: 1.6769 2022/11/28 05:46:57 - mmengine - INFO - Epoch(train) [80][3100/5005] lr: 2.5433e-02 eta: 4:03:09 time: 0.0834 data_time: 0.0019 memory: 1679 loss: 1.6847 2022/11/28 05:47:05 - mmengine - INFO - Epoch(train) [80][3200/5005] lr: 2.5410e-02 eta: 4:03:02 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.4383 2022/11/28 05:47:12 - mmengine - INFO - Epoch(train) [80][3300/5005] lr: 2.5387e-02 eta: 4:02:55 time: 0.0753 data_time: 0.0019 memory: 1679 loss: 1.5323 2022/11/28 05:47:20 - mmengine - INFO - Epoch(train) [80][3400/5005] lr: 2.5365e-02 eta: 4:02:48 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.6336 2022/11/28 05:47:27 - mmengine - INFO - Epoch(train) [80][3500/5005] lr: 2.5342e-02 eta: 4:02:40 time: 0.0745 data_time: 0.0024 memory: 1679 loss: 1.5841 2022/11/28 05:47:35 - mmengine - INFO - Epoch(train) [80][3600/5005] lr: 2.5319e-02 eta: 4:02:33 time: 0.0734 data_time: 0.0023 memory: 1679 loss: 1.6741 2022/11/28 05:47:35 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:47:42 - mmengine - INFO - Epoch(train) [80][3700/5005] lr: 2.5296e-02 eta: 4:02:26 time: 0.0798 data_time: 0.0019 memory: 1679 loss: 1.4472 2022/11/28 05:47:50 - mmengine - INFO - Epoch(train) [80][3800/5005] lr: 2.5274e-02 eta: 4:02:19 time: 0.0745 data_time: 0.0020 memory: 1679 loss: 1.5691 2022/11/28 05:47:57 - mmengine - INFO - Epoch(train) [80][3900/5005] lr: 2.5251e-02 eta: 4:02:12 time: 0.0741 data_time: 0.0019 memory: 1679 loss: 1.5349 2022/11/28 05:48:05 - mmengine - INFO - Epoch(train) [80][4000/5005] lr: 2.5228e-02 eta: 4:02:05 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.4402 2022/11/28 05:48:12 - mmengine - INFO - Epoch(train) [80][4100/5005] lr: 2.5205e-02 eta: 4:01:58 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.5436 2022/11/28 05:48:20 - mmengine - INFO - Epoch(train) [80][4200/5005] lr: 2.5183e-02 eta: 4:01:51 time: 0.0742 data_time: 0.0019 memory: 1679 loss: 1.5451 2022/11/28 05:48:27 - mmengine - INFO - Epoch(train) [80][4300/5005] lr: 2.5160e-02 eta: 4:01:43 time: 0.0744 data_time: 0.0019 memory: 1679 loss: 1.4800 2022/11/28 05:48:35 - mmengine - INFO - Epoch(train) [80][4400/5005] lr: 2.5137e-02 eta: 4:01:36 time: 0.0740 data_time: 0.0019 memory: 1679 loss: 1.7422 2022/11/28 05:48:42 - mmengine - INFO - Epoch(train) [80][4500/5005] lr: 2.5115e-02 eta: 4:01:29 time: 0.0733 data_time: 0.0024 memory: 1679 loss: 1.6310 2022/11/28 05:48:50 - mmengine - INFO - Epoch(train) [80][4600/5005] lr: 2.5092e-02 eta: 4:01:22 time: 0.0741 data_time: 0.0019 memory: 1679 loss: 1.4905 2022/11/28 05:48:50 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:48:58 - mmengine - INFO - Epoch(train) [80][4700/5005] lr: 2.5069e-02 eta: 4:01:15 time: 0.0738 data_time: 0.0024 memory: 1679 loss: 1.6404 2022/11/28 05:49:05 - mmengine - INFO - Epoch(train) [80][4800/5005] lr: 2.5047e-02 eta: 4:01:08 time: 0.0740 data_time: 0.0022 memory: 1679 loss: 1.6581 2022/11/28 05:49:13 - mmengine - INFO - Epoch(train) [80][4900/5005] lr: 2.5024e-02 eta: 4:01:01 time: 0.0739 data_time: 0.0019 memory: 1679 loss: 1.4462 2022/11/28 05:49:20 - mmengine - INFO - Epoch(train) [80][5000/5005] lr: 2.5001e-02 eta: 4:00:54 time: 0.0747 data_time: 0.0034 memory: 1679 loss: 1.7594 2022/11/28 05:49:21 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:49:21 - mmengine - INFO - Saving checkpoint at 80 epochs 2022/11/28 05:49:26 - mmengine - INFO - Epoch(val) [80][100/196] eta: 0:00:04 time: 0.0385 data_time: 0.0248 memory: 1679 2022/11/28 05:49:39 - mmengine - INFO - Epoch(val) [80][196/196] accuracy/top1: 68.1860 accuracy/top5: 88.6640 2022/11/28 05:49:48 - mmengine - INFO - Epoch(train) [81][ 100/5005] lr: 2.4978e-02 eta: 4:00:46 time: 0.0752 data_time: 0.0019 memory: 1679 loss: 1.4163 2022/11/28 05:49:55 - mmengine - INFO - Epoch(train) [81][ 200/5005] lr: 2.4955e-02 eta: 4:00:39 time: 0.0741 data_time: 0.0020 memory: 1679 loss: 1.5809 2022/11/28 05:50:03 - mmengine - INFO - Epoch(train) [81][ 300/5005] lr: 2.4932e-02 eta: 4:00:32 time: 0.0746 data_time: 0.0020 memory: 1679 loss: 1.6039 2022/11/28 05:50:10 - mmengine - INFO - Epoch(train) [81][ 400/5005] lr: 2.4910e-02 eta: 4:00:25 time: 0.0740 data_time: 0.0025 memory: 1679 loss: 1.3222 2022/11/28 05:50:18 - mmengine - INFO - Epoch(train) [81][ 500/5005] lr: 2.4887e-02 eta: 4:00:18 time: 0.0841 data_time: 0.0026 memory: 1679 loss: 1.3789 2022/11/28 05:50:26 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:50:26 - mmengine - INFO - Epoch(train) [81][ 600/5005] lr: 2.4864e-02 eta: 4:00:11 time: 0.0742 data_time: 0.0025 memory: 1679 loss: 1.5041 2022/11/28 05:50:33 - mmengine - INFO - Epoch(train) [81][ 700/5005] lr: 2.4842e-02 eta: 4:00:04 time: 0.0736 data_time: 0.0020 memory: 1679 loss: 1.6837 2022/11/28 05:50:41 - mmengine - INFO - Epoch(train) [81][ 800/5005] lr: 2.4819e-02 eta: 3:59:57 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.3759 2022/11/28 05:50:48 - mmengine - INFO - Epoch(train) [81][ 900/5005] lr: 2.4797e-02 eta: 3:59:50 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.4477 2022/11/28 05:50:56 - mmengine - INFO - Epoch(train) [81][1000/5005] lr: 2.4774e-02 eta: 3:59:43 time: 0.0736 data_time: 0.0020 memory: 1679 loss: 1.7063 2022/11/28 05:51:04 - mmengine - INFO - Epoch(train) [81][1100/5005] lr: 2.4751e-02 eta: 3:59:35 time: 0.0738 data_time: 0.0019 memory: 1679 loss: 1.3320 2022/11/28 05:51:11 - mmengine - INFO - Epoch(train) [81][1200/5005] lr: 2.4729e-02 eta: 3:59:28 time: 0.0747 data_time: 0.0019 memory: 1679 loss: 1.5497 2022/11/28 05:51:19 - mmengine - INFO - Epoch(train) [81][1300/5005] lr: 2.4706e-02 eta: 3:59:21 time: 0.0738 data_time: 0.0019 memory: 1679 loss: 1.6207 2022/11/28 05:51:26 - mmengine - INFO - Epoch(train) [81][1400/5005] lr: 2.4684e-02 eta: 3:59:14 time: 0.0741 data_time: 0.0019 memory: 1679 loss: 1.6117 2022/11/28 05:51:34 - mmengine - INFO - Epoch(train) [81][1500/5005] lr: 2.4661e-02 eta: 3:59:07 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.7060 2022/11/28 05:51:41 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:51:41 - mmengine - INFO - Epoch(train) [81][1600/5005] lr: 2.4639e-02 eta: 3:59:00 time: 0.0731 data_time: 0.0020 memory: 1679 loss: 1.7846 2022/11/28 05:51:49 - mmengine - INFO - Epoch(train) [81][1700/5005] lr: 2.4616e-02 eta: 3:58:53 time: 0.0728 data_time: 0.0020 memory: 1679 loss: 1.4817 2022/11/28 05:51:56 - mmengine - INFO - Epoch(train) [81][1800/5005] lr: 2.4594e-02 eta: 3:58:46 time: 0.0737 data_time: 0.0025 memory: 1679 loss: 1.3691 2022/11/28 05:52:04 - mmengine - INFO - Epoch(train) [81][1900/5005] lr: 2.4571e-02 eta: 3:58:39 time: 0.0734 data_time: 0.0021 memory: 1679 loss: 1.5931 2022/11/28 05:52:12 - mmengine - INFO - Epoch(train) [81][2000/5005] lr: 2.4549e-02 eta: 3:58:31 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.2821 2022/11/28 05:52:19 - mmengine - INFO - Epoch(train) [81][2100/5005] lr: 2.4526e-02 eta: 3:58:24 time: 0.0736 data_time: 0.0020 memory: 1679 loss: 1.6039 2022/11/28 05:52:27 - mmengine - INFO - Epoch(train) [81][2200/5005] lr: 2.4504e-02 eta: 3:58:17 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.4504 2022/11/28 05:52:34 - mmengine - INFO - Epoch(train) [81][2300/5005] lr: 2.4481e-02 eta: 3:58:10 time: 0.0738 data_time: 0.0019 memory: 1679 loss: 1.4797 2022/11/28 05:52:42 - mmengine - INFO - Epoch(train) [81][2400/5005] lr: 2.4459e-02 eta: 3:58:03 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.4436 2022/11/28 05:52:49 - mmengine - INFO - Epoch(train) [81][2500/5005] lr: 2.4436e-02 eta: 3:57:56 time: 0.0735 data_time: 0.0019 memory: 1679 loss: 1.5963 2022/11/28 05:52:57 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:52:57 - mmengine - INFO - Epoch(train) [81][2600/5005] lr: 2.4414e-02 eta: 3:57:49 time: 0.0742 data_time: 0.0020 memory: 1679 loss: 1.4636 2022/11/28 05:53:04 - mmengine - INFO - Epoch(train) [81][2700/5005] lr: 2.4391e-02 eta: 3:57:42 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.3204 2022/11/28 05:53:12 - mmengine - INFO - Epoch(train) [81][2800/5005] lr: 2.4369e-02 eta: 3:57:34 time: 0.0735 data_time: 0.0019 memory: 1679 loss: 1.4963 2022/11/28 05:53:20 - mmengine - INFO - Epoch(train) [81][2900/5005] lr: 2.4346e-02 eta: 3:57:27 time: 0.0805 data_time: 0.0019 memory: 1679 loss: 1.7261 2022/11/28 05:53:27 - mmengine - INFO - Epoch(train) [81][3000/5005] lr: 2.4324e-02 eta: 3:57:20 time: 0.0735 data_time: 0.0019 memory: 1679 loss: 1.6020 2022/11/28 05:53:35 - mmengine - INFO - Epoch(train) [81][3100/5005] lr: 2.4301e-02 eta: 3:57:13 time: 0.0735 data_time: 0.0019 memory: 1679 loss: 1.3747 2022/11/28 05:53:42 - mmengine - INFO - Epoch(train) [81][3200/5005] lr: 2.4279e-02 eta: 3:57:06 time: 0.0736 data_time: 0.0020 memory: 1679 loss: 1.5362 2022/11/28 05:53:50 - mmengine - INFO - Epoch(train) [81][3300/5005] lr: 2.4257e-02 eta: 3:56:59 time: 0.0743 data_time: 0.0019 memory: 1679 loss: 1.5714 2022/11/28 05:53:57 - mmengine - INFO - Epoch(train) [81][3400/5005] lr: 2.4234e-02 eta: 3:56:52 time: 0.0734 data_time: 0.0019 memory: 1679 loss: 1.4367 2022/11/28 05:54:05 - mmengine - INFO - Epoch(train) [81][3500/5005] lr: 2.4212e-02 eta: 3:56:45 time: 0.0735 data_time: 0.0025 memory: 1679 loss: 1.5116 2022/11/28 05:54:12 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:54:12 - mmengine - INFO - Epoch(train) [81][3600/5005] lr: 2.4189e-02 eta: 3:56:37 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.3930 2022/11/28 05:54:20 - mmengine - INFO - Epoch(train) [81][3700/5005] lr: 2.4167e-02 eta: 3:56:30 time: 0.0735 data_time: 0.0024 memory: 1679 loss: 1.4939 2022/11/28 05:54:28 - mmengine - INFO - Epoch(train) [81][3800/5005] lr: 2.4145e-02 eta: 3:56:23 time: 0.0731 data_time: 0.0025 memory: 1679 loss: 1.3263 2022/11/28 05:54:35 - mmengine - INFO - Epoch(train) [81][3900/5005] lr: 2.4122e-02 eta: 3:56:16 time: 0.0741 data_time: 0.0021 memory: 1679 loss: 1.5703 2022/11/28 05:54:43 - mmengine - INFO - Epoch(train) [81][4000/5005] lr: 2.4100e-02 eta: 3:56:09 time: 0.0735 data_time: 0.0019 memory: 1679 loss: 1.4084 2022/11/28 05:54:50 - mmengine - INFO - Epoch(train) [81][4100/5005] lr: 2.4077e-02 eta: 3:56:02 time: 0.0741 data_time: 0.0020 memory: 1679 loss: 1.6545 2022/11/28 05:54:58 - mmengine - INFO - Epoch(train) [81][4200/5005] lr: 2.4055e-02 eta: 3:55:55 time: 0.0740 data_time: 0.0019 memory: 1679 loss: 1.7432 2022/11/28 05:55:05 - mmengine - INFO - Epoch(train) [81][4300/5005] lr: 2.4033e-02 eta: 3:55:48 time: 0.0731 data_time: 0.0020 memory: 1679 loss: 1.6652 2022/11/28 05:55:13 - mmengine - INFO - Epoch(train) [81][4400/5005] lr: 2.4010e-02 eta: 3:55:40 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.3687 2022/11/28 05:55:20 - mmengine - INFO - Epoch(train) [81][4500/5005] lr: 2.3988e-02 eta: 3:55:33 time: 0.0740 data_time: 0.0019 memory: 1679 loss: 1.3560 2022/11/28 05:55:28 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:55:28 - mmengine - INFO - Epoch(train) [81][4600/5005] lr: 2.3966e-02 eta: 3:55:26 time: 0.0738 data_time: 0.0019 memory: 1679 loss: 1.7077 2022/11/28 05:55:35 - mmengine - INFO - Epoch(train) [81][4700/5005] lr: 2.3943e-02 eta: 3:55:19 time: 0.0729 data_time: 0.0023 memory: 1679 loss: 1.4383 2022/11/28 05:55:43 - mmengine - INFO - Epoch(train) [81][4800/5005] lr: 2.3921e-02 eta: 3:55:12 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.6473 2022/11/28 05:55:50 - mmengine - INFO - Epoch(train) [81][4900/5005] lr: 2.3899e-02 eta: 3:55:05 time: 0.0735 data_time: 0.0026 memory: 1679 loss: 1.6881 2022/11/28 05:55:58 - mmengine - INFO - Epoch(train) [81][5000/5005] lr: 2.3876e-02 eta: 3:54:58 time: 0.0741 data_time: 0.0029 memory: 1679 loss: 1.6596 2022/11/28 05:55:58 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:55:58 - mmengine - INFO - Saving checkpoint at 81 epochs 2022/11/28 05:56:04 - mmengine - INFO - Epoch(val) [81][100/196] eta: 0:00:03 time: 0.0386 data_time: 0.0248 memory: 1679 2022/11/28 05:56:17 - mmengine - INFO - Epoch(val) [81][196/196] accuracy/top1: 68.4880 accuracy/top5: 88.9880 2022/11/28 05:56:25 - mmengine - INFO - Epoch(train) [82][ 100/5005] lr: 2.3853e-02 eta: 3:54:50 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.3774 2022/11/28 05:56:32 - mmengine - INFO - Epoch(train) [82][ 200/5005] lr: 2.3831e-02 eta: 3:54:43 time: 0.0737 data_time: 0.0019 memory: 1679 loss: 1.3181 2022/11/28 05:56:40 - mmengine - INFO - Epoch(train) [82][ 300/5005] lr: 2.3808e-02 eta: 3:54:36 time: 0.0736 data_time: 0.0019 memory: 1679 loss: 1.4789 2022/11/28 05:56:47 - mmengine - INFO - Epoch(train) [82][ 400/5005] lr: 2.3786e-02 eta: 3:54:29 time: 0.0737 data_time: 0.0021 memory: 1679 loss: 1.1938 2022/11/28 05:56:55 - mmengine - INFO - Epoch(train) [82][ 500/5005] lr: 2.3764e-02 eta: 3:54:22 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.5256 2022/11/28 05:57:02 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:57:02 - mmengine - INFO - Epoch(train) [82][ 600/5005] lr: 2.3742e-02 eta: 3:54:15 time: 0.0731 data_time: 0.0020 memory: 1679 loss: 1.3227 2022/11/28 05:57:10 - mmengine - INFO - Epoch(train) [82][ 700/5005] lr: 2.3719e-02 eta: 3:54:07 time: 0.0737 data_time: 0.0027 memory: 1679 loss: 1.3996 2022/11/28 05:57:18 - mmengine - INFO - Epoch(train) [82][ 800/5005] lr: 2.3697e-02 eta: 3:54:00 time: 0.0743 data_time: 0.0020 memory: 1679 loss: 1.6586 2022/11/28 05:57:25 - mmengine - INFO - Epoch(train) [82][ 900/5005] lr: 2.3675e-02 eta: 3:53:53 time: 0.0743 data_time: 0.0027 memory: 1679 loss: 1.4825 2022/11/28 05:57:33 - mmengine - INFO - Epoch(train) [82][1000/5005] lr: 2.3653e-02 eta: 3:53:46 time: 0.0735 data_time: 0.0025 memory: 1679 loss: 1.3214 2022/11/28 05:57:40 - mmengine - INFO - Epoch(train) [82][1100/5005] lr: 2.3630e-02 eta: 3:53:39 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.3674 2022/11/28 05:57:48 - mmengine - INFO - Epoch(train) [82][1200/5005] lr: 2.3608e-02 eta: 3:53:32 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.4512 2022/11/28 05:57:55 - mmengine - INFO - Epoch(train) [82][1300/5005] lr: 2.3586e-02 eta: 3:53:25 time: 0.0746 data_time: 0.0024 memory: 1679 loss: 1.5374 2022/11/28 05:58:03 - mmengine - INFO - Epoch(train) [82][1400/5005] lr: 2.3564e-02 eta: 3:53:18 time: 0.0813 data_time: 0.0019 memory: 1679 loss: 1.5460 2022/11/28 05:58:11 - mmengine - INFO - Epoch(train) [82][1500/5005] lr: 2.3542e-02 eta: 3:53:10 time: 0.0745 data_time: 0.0021 memory: 1679 loss: 1.4119 2022/11/28 05:58:18 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:58:18 - mmengine - INFO - Epoch(train) [82][1600/5005] lr: 2.3519e-02 eta: 3:53:03 time: 0.0736 data_time: 0.0025 memory: 1679 loss: 1.5518 2022/11/28 05:58:26 - mmengine - INFO - Epoch(train) [82][1700/5005] lr: 2.3497e-02 eta: 3:52:56 time: 0.0744 data_time: 0.0019 memory: 1679 loss: 1.6399 2022/11/28 05:58:33 - mmengine - INFO - Epoch(train) [82][1800/5005] lr: 2.3475e-02 eta: 3:52:49 time: 0.0743 data_time: 0.0020 memory: 1679 loss: 1.5797 2022/11/28 05:58:41 - mmengine - INFO - Epoch(train) [82][1900/5005] lr: 2.3453e-02 eta: 3:52:42 time: 0.0742 data_time: 0.0026 memory: 1679 loss: 1.4988 2022/11/28 05:58:48 - mmengine - INFO - Epoch(train) [82][2000/5005] lr: 2.3431e-02 eta: 3:52:35 time: 0.0734 data_time: 0.0025 memory: 1679 loss: 1.4709 2022/11/28 05:58:56 - mmengine - INFO - Epoch(train) [82][2100/5005] lr: 2.3409e-02 eta: 3:52:28 time: 0.0731 data_time: 0.0024 memory: 1679 loss: 1.4180 2022/11/28 05:59:03 - mmengine - INFO - Epoch(train) [82][2200/5005] lr: 2.3386e-02 eta: 3:52:21 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.6212 2022/11/28 05:59:11 - mmengine - INFO - Epoch(train) [82][2300/5005] lr: 2.3364e-02 eta: 3:52:13 time: 0.0735 data_time: 0.0024 memory: 1679 loss: 1.5478 2022/11/28 05:59:19 - mmengine - INFO - Epoch(train) [82][2400/5005] lr: 2.3342e-02 eta: 3:52:06 time: 0.0787 data_time: 0.0019 memory: 1679 loss: 1.3292 2022/11/28 05:59:26 - mmengine - INFO - Epoch(train) [82][2500/5005] lr: 2.3320e-02 eta: 3:51:59 time: 0.0752 data_time: 0.0027 memory: 1679 loss: 1.5665 2022/11/28 05:59:34 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 05:59:34 - mmengine - INFO - Epoch(train) [82][2600/5005] lr: 2.3298e-02 eta: 3:51:52 time: 0.0739 data_time: 0.0027 memory: 1679 loss: 1.5524 2022/11/28 05:59:41 - mmengine - INFO - Epoch(train) [82][2700/5005] lr: 2.3276e-02 eta: 3:51:45 time: 0.0741 data_time: 0.0019 memory: 1679 loss: 1.3092 2022/11/28 05:59:49 - mmengine - INFO - Epoch(train) [82][2800/5005] lr: 2.3254e-02 eta: 3:51:38 time: 0.0741 data_time: 0.0020 memory: 1679 loss: 1.4717 2022/11/28 05:59:57 - mmengine - INFO - Epoch(train) [82][2900/5005] lr: 2.3232e-02 eta: 3:51:31 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.6607 2022/11/28 06:00:04 - mmengine - INFO - Epoch(train) [82][3000/5005] lr: 2.3210e-02 eta: 3:51:24 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.5653 2022/11/28 06:00:12 - mmengine - INFO - Epoch(train) [82][3100/5005] lr: 2.3187e-02 eta: 3:51:16 time: 0.0735 data_time: 0.0026 memory: 1679 loss: 1.4757 2022/11/28 06:00:19 - mmengine - INFO - Epoch(train) [82][3200/5005] lr: 2.3165e-02 eta: 3:51:09 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.5874 2022/11/28 06:00:27 - mmengine - INFO - Epoch(train) [82][3300/5005] lr: 2.3143e-02 eta: 3:51:02 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.5777 2022/11/28 06:00:34 - mmengine - INFO - Epoch(train) [82][3400/5005] lr: 2.3121e-02 eta: 3:50:55 time: 0.0740 data_time: 0.0019 memory: 1679 loss: 1.5346 2022/11/28 06:00:42 - mmengine - INFO - Epoch(train) [82][3500/5005] lr: 2.3099e-02 eta: 3:50:48 time: 0.0738 data_time: 0.0021 memory: 1679 loss: 1.4490 2022/11/28 06:00:49 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:00:50 - mmengine - INFO - Epoch(train) [82][3600/5005] lr: 2.3077e-02 eta: 3:50:41 time: 0.0742 data_time: 0.0026 memory: 1679 loss: 1.6421 2022/11/28 06:00:57 - mmengine - INFO - Epoch(train) [82][3700/5005] lr: 2.3055e-02 eta: 3:50:34 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.7390 2022/11/28 06:01:05 - mmengine - INFO - Epoch(train) [82][3800/5005] lr: 2.3033e-02 eta: 3:50:27 time: 0.0742 data_time: 0.0020 memory: 1679 loss: 1.5727 2022/11/28 06:01:12 - mmengine - INFO - Epoch(train) [82][3900/5005] lr: 2.3011e-02 eta: 3:50:20 time: 0.0736 data_time: 0.0020 memory: 1679 loss: 1.6056 2022/11/28 06:01:20 - mmengine - INFO - Epoch(train) [82][4000/5005] lr: 2.2989e-02 eta: 3:50:12 time: 0.0733 data_time: 0.0021 memory: 1679 loss: 1.5787 2022/11/28 06:01:27 - mmengine - INFO - Epoch(train) [82][4100/5005] lr: 2.2967e-02 eta: 3:50:05 time: 0.0736 data_time: 0.0021 memory: 1679 loss: 1.6457 2022/11/28 06:01:35 - mmengine - INFO - Epoch(train) [82][4200/5005] lr: 2.2945e-02 eta: 3:49:58 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 1.6408 2022/11/28 06:01:42 - mmengine - INFO - Epoch(train) [82][4300/5005] lr: 2.2923e-02 eta: 3:49:51 time: 0.0742 data_time: 0.0023 memory: 1679 loss: 1.5867 2022/11/28 06:01:50 - mmengine - INFO - Epoch(train) [82][4400/5005] lr: 2.2901e-02 eta: 3:49:44 time: 0.0737 data_time: 0.0027 memory: 1679 loss: 1.4201 2022/11/28 06:01:57 - mmengine - INFO - Epoch(train) [82][4500/5005] lr: 2.2879e-02 eta: 3:49:37 time: 0.0735 data_time: 0.0026 memory: 1679 loss: 1.5219 2022/11/28 06:02:05 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:02:05 - mmengine - INFO - Epoch(train) [82][4600/5005] lr: 2.2857e-02 eta: 3:49:30 time: 0.0815 data_time: 0.0021 memory: 1679 loss: 1.5173 2022/11/28 06:02:13 - mmengine - INFO - Epoch(train) [82][4700/5005] lr: 2.2835e-02 eta: 3:49:22 time: 0.0735 data_time: 0.0023 memory: 1679 loss: 1.4907 2022/11/28 06:02:20 - mmengine - INFO - Epoch(train) [82][4800/5005] lr: 2.2813e-02 eta: 3:49:15 time: 0.0749 data_time: 0.0027 memory: 1679 loss: 1.5319 2022/11/28 06:02:28 - mmengine - INFO - Epoch(train) [82][4900/5005] lr: 2.2791e-02 eta: 3:49:08 time: 0.0741 data_time: 0.0025 memory: 1679 loss: 1.3632 2022/11/28 06:02:35 - mmengine - INFO - Epoch(train) [82][5000/5005] lr: 2.2769e-02 eta: 3:49:01 time: 0.0748 data_time: 0.0031 memory: 1679 loss: 1.5042 2022/11/28 06:02:36 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:02:36 - mmengine - INFO - Saving checkpoint at 82 epochs 2022/11/28 06:02:41 - mmengine - INFO - Epoch(val) [82][100/196] eta: 0:00:04 time: 0.0406 data_time: 0.0264 memory: 1679 2022/11/28 06:02:54 - mmengine - INFO - Epoch(val) [82][196/196] accuracy/top1: 68.8040 accuracy/top5: 88.9780 2022/11/28 06:03:02 - mmengine - INFO - Epoch(train) [83][ 100/5005] lr: 2.2746e-02 eta: 3:48:54 time: 0.0735 data_time: 0.0026 memory: 1679 loss: 1.4086 2022/11/28 06:03:10 - mmengine - INFO - Epoch(train) [83][ 200/5005] lr: 2.2724e-02 eta: 3:48:47 time: 0.0743 data_time: 0.0026 memory: 1679 loss: 1.5154 2022/11/28 06:03:17 - mmengine - INFO - Epoch(train) [83][ 300/5005] lr: 2.2702e-02 eta: 3:48:39 time: 0.0795 data_time: 0.0021 memory: 1679 loss: 1.3356 2022/11/28 06:03:25 - mmengine - INFO - Epoch(train) [83][ 400/5005] lr: 2.2681e-02 eta: 3:48:32 time: 0.0741 data_time: 0.0020 memory: 1679 loss: 1.5004 2022/11/28 06:03:33 - mmengine - INFO - Epoch(train) [83][ 500/5005] lr: 2.2659e-02 eta: 3:48:25 time: 0.0742 data_time: 0.0024 memory: 1679 loss: 1.4288 2022/11/28 06:03:39 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:03:40 - mmengine - INFO - Epoch(train) [83][ 600/5005] lr: 2.2637e-02 eta: 3:48:18 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.6540 2022/11/28 06:03:48 - mmengine - INFO - Epoch(train) [83][ 700/5005] lr: 2.2615e-02 eta: 3:48:11 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.4044 2022/11/28 06:03:55 - mmengine - INFO - Epoch(train) [83][ 800/5005] lr: 2.2593e-02 eta: 3:48:04 time: 0.0737 data_time: 0.0022 memory: 1679 loss: 1.3823 2022/11/28 06:04:03 - mmengine - INFO - Epoch(train) [83][ 900/5005] lr: 2.2571e-02 eta: 3:47:57 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.3699 2022/11/28 06:04:10 - mmengine - INFO - Epoch(train) [83][1000/5005] lr: 2.2549e-02 eta: 3:47:49 time: 0.0738 data_time: 0.0019 memory: 1679 loss: 1.4903 2022/11/28 06:04:18 - mmengine - INFO - Epoch(train) [83][1100/5005] lr: 2.2527e-02 eta: 3:47:42 time: 0.0743 data_time: 0.0020 memory: 1679 loss: 1.4617 2022/11/28 06:04:25 - mmengine - INFO - Epoch(train) [83][1200/5005] lr: 2.2506e-02 eta: 3:47:35 time: 0.0742 data_time: 0.0027 memory: 1679 loss: 1.6943 2022/11/28 06:04:33 - mmengine - INFO - Epoch(train) [83][1300/5005] lr: 2.2484e-02 eta: 3:47:28 time: 0.0739 data_time: 0.0019 memory: 1679 loss: 1.3116 2022/11/28 06:04:40 - mmengine - INFO - Epoch(train) [83][1400/5005] lr: 2.2462e-02 eta: 3:47:21 time: 0.0748 data_time: 0.0020 memory: 1679 loss: 1.5547 2022/11/28 06:04:48 - mmengine - INFO - Epoch(train) [83][1500/5005] lr: 2.2440e-02 eta: 3:47:14 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.5653 2022/11/28 06:04:55 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:04:56 - mmengine - INFO - Epoch(train) [83][1600/5005] lr: 2.2418e-02 eta: 3:47:07 time: 0.0735 data_time: 0.0020 memory: 1679 loss: 1.4116 2022/11/28 06:05:03 - mmengine - INFO - Epoch(train) [83][1700/5005] lr: 2.2396e-02 eta: 3:47:00 time: 0.0820 data_time: 0.0019 memory: 1679 loss: 1.5893 2022/11/28 06:05:11 - mmengine - INFO - Epoch(train) [83][1800/5005] lr: 2.2375e-02 eta: 3:46:52 time: 0.0741 data_time: 0.0020 memory: 1679 loss: 1.5997 2022/11/28 06:05:18 - mmengine - INFO - Epoch(train) [83][1900/5005] lr: 2.2353e-02 eta: 3:46:45 time: 0.0804 data_time: 0.0020 memory: 1679 loss: 1.5599 2022/11/28 06:05:26 - mmengine - INFO - Epoch(train) [83][2000/5005] lr: 2.2331e-02 eta: 3:46:38 time: 0.0746 data_time: 0.0021 memory: 1679 loss: 1.6130 2022/11/28 06:05:34 - mmengine - INFO - Epoch(train) [83][2100/5005] lr: 2.2309e-02 eta: 3:46:31 time: 0.0759 data_time: 0.0020 memory: 1679 loss: 1.5089 2022/11/28 06:05:41 - mmengine - INFO - Epoch(train) [83][2200/5005] lr: 2.2288e-02 eta: 3:46:24 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.3763 2022/11/28 06:05:49 - mmengine - INFO - Epoch(train) [83][2300/5005] lr: 2.2266e-02 eta: 3:46:17 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.4418 2022/11/28 06:05:56 - mmengine - INFO - Epoch(train) [83][2400/5005] lr: 2.2244e-02 eta: 3:46:10 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.5839 2022/11/28 06:06:04 - mmengine - INFO - Epoch(train) [83][2500/5005] lr: 2.2222e-02 eta: 3:46:03 time: 0.0739 data_time: 0.0019 memory: 1679 loss: 1.4180 2022/11/28 06:06:11 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:06:11 - mmengine - INFO - Epoch(train) [83][2600/5005] lr: 2.2201e-02 eta: 3:45:55 time: 0.0744 data_time: 0.0028 memory: 1679 loss: 1.4695 2022/11/28 06:06:19 - mmengine - INFO - Epoch(train) [83][2700/5005] lr: 2.2179e-02 eta: 3:45:48 time: 0.0739 data_time: 0.0027 memory: 1679 loss: 1.6144 2022/11/28 06:06:26 - mmengine - INFO - Epoch(train) [83][2800/5005] lr: 2.2157e-02 eta: 3:45:41 time: 0.0731 data_time: 0.0020 memory: 1679 loss: 1.3731 2022/11/28 06:06:34 - mmengine - INFO - Epoch(train) [83][2900/5005] lr: 2.2135e-02 eta: 3:45:34 time: 0.0739 data_time: 0.0021 memory: 1679 loss: 1.4440 2022/11/28 06:06:42 - mmengine - INFO - Epoch(train) [83][3000/5005] lr: 2.2114e-02 eta: 3:45:27 time: 0.0740 data_time: 0.0026 memory: 1679 loss: 1.3755 2022/11/28 06:06:49 - mmengine - INFO - Epoch(train) [83][3100/5005] lr: 2.2092e-02 eta: 3:45:20 time: 0.0824 data_time: 0.0020 memory: 1679 loss: 1.5922 2022/11/28 06:06:57 - mmengine - INFO - Epoch(train) [83][3200/5005] lr: 2.2070e-02 eta: 3:45:13 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.1974 2022/11/28 06:07:04 - mmengine - INFO - Epoch(train) [83][3300/5005] lr: 2.2049e-02 eta: 3:45:05 time: 0.0733 data_time: 0.0021 memory: 1679 loss: 1.5920 2022/11/28 06:07:12 - mmengine - INFO - Epoch(train) [83][3400/5005] lr: 2.2027e-02 eta: 3:44:58 time: 0.0743 data_time: 0.0020 memory: 1679 loss: 1.4960 2022/11/28 06:07:19 - mmengine - INFO - Epoch(train) [83][3500/5005] lr: 2.2005e-02 eta: 3:44:51 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.4858 2022/11/28 06:07:26 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:07:27 - mmengine - INFO - Epoch(train) [83][3600/5005] lr: 2.1984e-02 eta: 3:44:44 time: 0.0759 data_time: 0.0021 memory: 1679 loss: 1.4690 2022/11/28 06:07:35 - mmengine - INFO - Epoch(train) [83][3700/5005] lr: 2.1962e-02 eta: 3:44:37 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.6052 2022/11/28 06:07:42 - mmengine - INFO - Epoch(train) [83][3800/5005] lr: 2.1940e-02 eta: 3:44:30 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.5728 2022/11/28 06:07:50 - mmengine - INFO - Epoch(train) [83][3900/5005] lr: 2.1919e-02 eta: 3:44:23 time: 0.0746 data_time: 0.0020 memory: 1679 loss: 1.3477 2022/11/28 06:07:57 - mmengine - INFO - Epoch(train) [83][4000/5005] lr: 2.1897e-02 eta: 3:44:16 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.5251 2022/11/28 06:08:05 - mmengine - INFO - Epoch(train) [83][4100/5005] lr: 2.1875e-02 eta: 3:44:08 time: 0.0739 data_time: 0.0019 memory: 1679 loss: 1.4590 2022/11/28 06:08:12 - mmengine - INFO - Epoch(train) [83][4200/5005] lr: 2.1854e-02 eta: 3:44:01 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.5897 2022/11/28 06:08:20 - mmengine - INFO - Epoch(train) [83][4300/5005] lr: 2.1832e-02 eta: 3:43:54 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.5321 2022/11/28 06:08:28 - mmengine - INFO - Epoch(train) [83][4400/5005] lr: 2.1810e-02 eta: 3:43:47 time: 0.0749 data_time: 0.0024 memory: 1679 loss: 1.5559 2022/11/28 06:08:35 - mmengine - INFO - Epoch(train) [83][4500/5005] lr: 2.1789e-02 eta: 3:43:40 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.3425 2022/11/28 06:08:42 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:08:43 - mmengine - INFO - Epoch(train) [83][4600/5005] lr: 2.1767e-02 eta: 3:43:33 time: 0.0732 data_time: 0.0021 memory: 1679 loss: 1.6125 2022/11/28 06:08:50 - mmengine - INFO - Epoch(train) [83][4700/5005] lr: 2.1746e-02 eta: 3:43:26 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.6029 2022/11/28 06:08:58 - mmengine - INFO - Epoch(train) [83][4800/5005] lr: 2.1724e-02 eta: 3:43:18 time: 0.0739 data_time: 0.0026 memory: 1679 loss: 1.3641 2022/11/28 06:09:05 - mmengine - INFO - Epoch(train) [83][4900/5005] lr: 2.1703e-02 eta: 3:43:11 time: 0.0788 data_time: 0.0020 memory: 1679 loss: 1.4946 2022/11/28 06:09:13 - mmengine - INFO - Epoch(train) [83][5000/5005] lr: 2.1681e-02 eta: 3:43:04 time: 0.0753 data_time: 0.0034 memory: 1679 loss: 1.6748 2022/11/28 06:09:13 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:09:13 - mmengine - INFO - Saving checkpoint at 83 epochs 2022/11/28 06:09:19 - mmengine - INFO - Epoch(val) [83][100/196] eta: 0:00:04 time: 0.0365 data_time: 0.0230 memory: 1679 2022/11/28 06:09:32 - mmengine - INFO - Epoch(val) [83][196/196] accuracy/top1: 68.9220 accuracy/top5: 89.1780 2022/11/28 06:09:40 - mmengine - INFO - Epoch(train) [84][ 100/5005] lr: 2.1658e-02 eta: 3:42:57 time: 0.0746 data_time: 0.0022 memory: 1679 loss: 1.4421 2022/11/28 06:09:47 - mmengine - INFO - Epoch(train) [84][ 200/5005] lr: 2.1637e-02 eta: 3:42:50 time: 0.0738 data_time: 0.0021 memory: 1679 loss: 1.4804 2022/11/28 06:09:55 - mmengine - INFO - Epoch(train) [84][ 300/5005] lr: 2.1615e-02 eta: 3:42:43 time: 0.0744 data_time: 0.0019 memory: 1679 loss: 1.3614 2022/11/28 06:10:03 - mmengine - INFO - Epoch(train) [84][ 400/5005] lr: 2.1594e-02 eta: 3:42:35 time: 0.0741 data_time: 0.0027 memory: 1679 loss: 1.4908 2022/11/28 06:10:10 - mmengine - INFO - Epoch(train) [84][ 500/5005] lr: 2.1572e-02 eta: 3:42:28 time: 0.0739 data_time: 0.0021 memory: 1679 loss: 1.2529 2022/11/28 06:10:17 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:10:18 - mmengine - INFO - Epoch(train) [84][ 600/5005] lr: 2.1551e-02 eta: 3:42:21 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.5152 2022/11/28 06:10:25 - mmengine - INFO - Epoch(train) [84][ 700/5005] lr: 2.1529e-02 eta: 3:42:14 time: 0.0738 data_time: 0.0021 memory: 1679 loss: 1.6371 2022/11/28 06:10:33 - mmengine - INFO - Epoch(train) [84][ 800/5005] lr: 2.1508e-02 eta: 3:42:07 time: 0.0746 data_time: 0.0027 memory: 1679 loss: 1.5194 2022/11/28 06:10:41 - mmengine - INFO - Epoch(train) [84][ 900/5005] lr: 2.1486e-02 eta: 3:42:00 time: 0.0745 data_time: 0.0020 memory: 1679 loss: 1.3317 2022/11/28 06:10:48 - mmengine - INFO - Epoch(train) [84][1000/5005] lr: 2.1465e-02 eta: 3:41:53 time: 0.0801 data_time: 0.0021 memory: 1679 loss: 1.7150 2022/11/28 06:10:56 - mmengine - INFO - Epoch(train) [84][1100/5005] lr: 2.1443e-02 eta: 3:41:46 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.7757 2022/11/28 06:11:03 - mmengine - INFO - Epoch(train) [84][1200/5005] lr: 2.1422e-02 eta: 3:41:38 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.4919 2022/11/28 06:11:11 - mmengine - INFO - Epoch(train) [84][1300/5005] lr: 2.1400e-02 eta: 3:41:31 time: 0.0736 data_time: 0.0020 memory: 1679 loss: 1.4933 2022/11/28 06:11:18 - mmengine - INFO - Epoch(train) [84][1400/5005] lr: 2.1379e-02 eta: 3:41:24 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.4570 2022/11/28 06:11:26 - mmengine - INFO - Epoch(train) [84][1500/5005] lr: 2.1357e-02 eta: 3:41:17 time: 0.0735 data_time: 0.0020 memory: 1679 loss: 1.5679 2022/11/28 06:11:32 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:11:33 - mmengine - INFO - Epoch(train) [84][1600/5005] lr: 2.1336e-02 eta: 3:41:10 time: 0.0747 data_time: 0.0021 memory: 1679 loss: 1.4470 2022/11/28 06:11:41 - mmengine - INFO - Epoch(train) [84][1700/5005] lr: 2.1315e-02 eta: 3:41:03 time: 0.0738 data_time: 0.0019 memory: 1679 loss: 1.4775 2022/11/28 06:11:48 - mmengine - INFO - Epoch(train) [84][1800/5005] lr: 2.1293e-02 eta: 3:40:55 time: 0.0778 data_time: 0.0021 memory: 1679 loss: 1.4133 2022/11/28 06:11:56 - mmengine - INFO - Epoch(train) [84][1900/5005] lr: 2.1272e-02 eta: 3:40:48 time: 0.0803 data_time: 0.0019 memory: 1679 loss: 1.3051 2022/11/28 06:12:04 - mmengine - INFO - Epoch(train) [84][2000/5005] lr: 2.1250e-02 eta: 3:40:41 time: 0.0753 data_time: 0.0020 memory: 1679 loss: 1.4618 2022/11/28 06:12:11 - mmengine - INFO - Epoch(train) [84][2100/5005] lr: 2.1229e-02 eta: 3:40:34 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.5174 2022/11/28 06:12:19 - mmengine - INFO - Epoch(train) [84][2200/5005] lr: 2.1208e-02 eta: 3:40:27 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.2188 2022/11/28 06:12:27 - mmengine - INFO - Epoch(train) [84][2300/5005] lr: 2.1186e-02 eta: 3:40:20 time: 0.0736 data_time: 0.0021 memory: 1679 loss: 1.4692 2022/11/28 06:12:34 - mmengine - INFO - Epoch(train) [84][2400/5005] lr: 2.1165e-02 eta: 3:40:13 time: 0.0752 data_time: 0.0020 memory: 1679 loss: 1.4181 2022/11/28 06:12:42 - mmengine - INFO - Epoch(train) [84][2500/5005] lr: 2.1143e-02 eta: 3:40:06 time: 0.0746 data_time: 0.0026 memory: 1679 loss: 1.5898 2022/11/28 06:12:48 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:12:49 - mmengine - INFO - Epoch(train) [84][2600/5005] lr: 2.1122e-02 eta: 3:39:59 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.3565 2022/11/28 06:12:57 - mmengine - INFO - Epoch(train) [84][2700/5005] lr: 2.1101e-02 eta: 3:39:51 time: 0.0750 data_time: 0.0019 memory: 1679 loss: 1.6427 2022/11/28 06:13:05 - mmengine - INFO - Epoch(train) [84][2800/5005] lr: 2.1079e-02 eta: 3:39:44 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.5543 2022/11/28 06:13:12 - mmengine - INFO - Epoch(train) [84][2900/5005] lr: 2.1058e-02 eta: 3:39:37 time: 0.0742 data_time: 0.0020 memory: 1679 loss: 1.5261 2022/11/28 06:13:20 - mmengine - INFO - Epoch(train) [84][3000/5005] lr: 2.1037e-02 eta: 3:39:30 time: 0.0742 data_time: 0.0020 memory: 1679 loss: 1.2661 2022/11/28 06:13:27 - mmengine - INFO - Epoch(train) [84][3100/5005] lr: 2.1015e-02 eta: 3:39:23 time: 0.0739 data_time: 0.0021 memory: 1679 loss: 1.4511 2022/11/28 06:13:35 - mmengine - INFO - Epoch(train) [84][3200/5005] lr: 2.0994e-02 eta: 3:39:16 time: 0.0736 data_time: 0.0020 memory: 1679 loss: 1.5781 2022/11/28 06:13:42 - mmengine - INFO - Epoch(train) [84][3300/5005] lr: 2.0973e-02 eta: 3:39:09 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.4028 2022/11/28 06:13:50 - mmengine - INFO - Epoch(train) [84][3400/5005] lr: 2.0952e-02 eta: 3:39:01 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.2789 2022/11/28 06:13:58 - mmengine - INFO - Epoch(train) [84][3500/5005] lr: 2.0930e-02 eta: 3:38:54 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.4798 2022/11/28 06:14:04 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:14:05 - mmengine - INFO - Epoch(train) [84][3600/5005] lr: 2.0909e-02 eta: 3:38:47 time: 0.0743 data_time: 0.0020 memory: 1679 loss: 1.7335 2022/11/28 06:14:13 - mmengine - INFO - Epoch(train) [84][3700/5005] lr: 2.0888e-02 eta: 3:38:40 time: 0.0747 data_time: 0.0020 memory: 1679 loss: 1.7953 2022/11/28 06:14:20 - mmengine - INFO - Epoch(train) [84][3800/5005] lr: 2.0866e-02 eta: 3:38:33 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.6056 2022/11/28 06:14:28 - mmengine - INFO - Epoch(train) [84][3900/5005] lr: 2.0845e-02 eta: 3:38:26 time: 0.0741 data_time: 0.0021 memory: 1679 loss: 1.5156 2022/11/28 06:14:35 - mmengine - INFO - Epoch(train) [84][4000/5005] lr: 2.0824e-02 eta: 3:38:19 time: 0.0803 data_time: 0.0021 memory: 1679 loss: 1.5899 2022/11/28 06:14:43 - mmengine - INFO - Epoch(train) [84][4100/5005] lr: 2.0803e-02 eta: 3:38:12 time: 0.0749 data_time: 0.0021 memory: 1679 loss: 1.5007 2022/11/28 06:14:51 - mmengine - INFO - Epoch(train) [84][4200/5005] lr: 2.0782e-02 eta: 3:38:04 time: 0.0741 data_time: 0.0020 memory: 1679 loss: 1.4245 2022/11/28 06:14:58 - mmengine - INFO - Epoch(train) [84][4300/5005] lr: 2.0760e-02 eta: 3:37:57 time: 0.0740 data_time: 0.0025 memory: 1679 loss: 1.4822 2022/11/28 06:15:06 - mmengine - INFO - Epoch(train) [84][4400/5005] lr: 2.0739e-02 eta: 3:37:50 time: 0.0743 data_time: 0.0020 memory: 1679 loss: 1.4467 2022/11/28 06:15:14 - mmengine - INFO - Epoch(train) [84][4500/5005] lr: 2.0718e-02 eta: 3:37:43 time: 0.0746 data_time: 0.0026 memory: 1679 loss: 1.5681 2022/11/28 06:15:20 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:15:21 - mmengine - INFO - Epoch(train) [84][4600/5005] lr: 2.0697e-02 eta: 3:37:36 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.4106 2022/11/28 06:15:29 - mmengine - INFO - Epoch(train) [84][4700/5005] lr: 2.0676e-02 eta: 3:37:29 time: 0.0745 data_time: 0.0026 memory: 1679 loss: 1.5375 2022/11/28 06:15:37 - mmengine - INFO - Epoch(train) [84][4800/5005] lr: 2.0654e-02 eta: 3:37:22 time: 0.0739 data_time: 0.0021 memory: 1679 loss: 1.2281 2022/11/28 06:15:44 - mmengine - INFO - Epoch(train) [84][4900/5005] lr: 2.0633e-02 eta: 3:37:15 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.4517 2022/11/28 06:15:52 - mmengine - INFO - Epoch(train) [84][5000/5005] lr: 2.0612e-02 eta: 3:37:07 time: 0.0819 data_time: 0.0033 memory: 1679 loss: 1.3927 2022/11/28 06:15:52 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:15:52 - mmengine - INFO - Saving checkpoint at 84 epochs 2022/11/28 06:15:58 - mmengine - INFO - Epoch(val) [84][100/196] eta: 0:00:03 time: 0.0370 data_time: 0.0233 memory: 1679 2022/11/28 06:16:11 - mmengine - INFO - Epoch(val) [84][196/196] accuracy/top1: 69.2460 accuracy/top5: 89.2600 2022/11/28 06:16:19 - mmengine - INFO - Epoch(train) [85][ 100/5005] lr: 2.0590e-02 eta: 3:37:00 time: 0.0743 data_time: 0.0021 memory: 1679 loss: 1.4218 2022/11/28 06:16:27 - mmengine - INFO - Epoch(train) [85][ 200/5005] lr: 2.0569e-02 eta: 3:36:53 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.4429 2022/11/28 06:16:34 - mmengine - INFO - Epoch(train) [85][ 300/5005] lr: 2.0548e-02 eta: 3:36:46 time: 0.0747 data_time: 0.0020 memory: 1679 loss: 1.3683 2022/11/28 06:16:42 - mmengine - INFO - Epoch(train) [85][ 400/5005] lr: 2.0526e-02 eta: 3:36:39 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.3670 2022/11/28 06:16:49 - mmengine - INFO - Epoch(train) [85][ 500/5005] lr: 2.0505e-02 eta: 3:36:31 time: 0.0747 data_time: 0.0021 memory: 1679 loss: 1.2307 2022/11/28 06:16:55 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:16:57 - mmengine - INFO - Epoch(train) [85][ 600/5005] lr: 2.0484e-02 eta: 3:36:24 time: 0.0743 data_time: 0.0019 memory: 1679 loss: 1.3936 2022/11/28 06:17:04 - mmengine - INFO - Epoch(train) [85][ 700/5005] lr: 2.0463e-02 eta: 3:36:17 time: 0.0739 data_time: 0.0023 memory: 1679 loss: 1.5094 2022/11/28 06:17:12 - mmengine - INFO - Epoch(train) [85][ 800/5005] lr: 2.0442e-02 eta: 3:36:10 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.4925 2022/11/28 06:17:19 - mmengine - INFO - Epoch(train) [85][ 900/5005] lr: 2.0421e-02 eta: 3:36:03 time: 0.0735 data_time: 0.0020 memory: 1679 loss: 1.3465 2022/11/28 06:17:27 - mmengine - INFO - Epoch(train) [85][1000/5005] lr: 2.0400e-02 eta: 3:35:56 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.4760 2022/11/28 06:17:34 - mmengine - INFO - Epoch(train) [85][1100/5005] lr: 2.0379e-02 eta: 3:35:49 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.4752 2022/11/28 06:17:42 - mmengine - INFO - Epoch(train) [85][1200/5005] lr: 2.0358e-02 eta: 3:35:41 time: 0.0730 data_time: 0.0021 memory: 1679 loss: 1.5951 2022/11/28 06:17:50 - mmengine - INFO - Epoch(train) [85][1300/5005] lr: 2.0337e-02 eta: 3:35:34 time: 0.0735 data_time: 0.0020 memory: 1679 loss: 1.3265 2022/11/28 06:17:57 - mmengine - INFO - Epoch(train) [85][1400/5005] lr: 2.0316e-02 eta: 3:35:27 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.1367 2022/11/28 06:18:05 - mmengine - INFO - Epoch(train) [85][1500/5005] lr: 2.0294e-02 eta: 3:35:20 time: 0.0746 data_time: 0.0028 memory: 1679 loss: 1.3079 2022/11/28 06:18:11 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:18:12 - mmengine - INFO - Epoch(train) [85][1600/5005] lr: 2.0273e-02 eta: 3:35:13 time: 0.0778 data_time: 0.0019 memory: 1679 loss: 1.5308 2022/11/28 06:18:20 - mmengine - INFO - Epoch(train) [85][1700/5005] lr: 2.0252e-02 eta: 3:35:06 time: 0.0743 data_time: 0.0019 memory: 1679 loss: 1.5303 2022/11/28 06:18:27 - mmengine - INFO - Epoch(train) [85][1800/5005] lr: 2.0231e-02 eta: 3:34:58 time: 0.0747 data_time: 0.0020 memory: 1679 loss: 1.6254 2022/11/28 06:18:35 - mmengine - INFO - Epoch(train) [85][1900/5005] lr: 2.0210e-02 eta: 3:34:51 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.3640 2022/11/28 06:18:43 - mmengine - INFO - Epoch(train) [85][2000/5005] lr: 2.0189e-02 eta: 3:34:44 time: 0.0742 data_time: 0.0026 memory: 1679 loss: 1.4515 2022/11/28 06:18:50 - mmengine - INFO - Epoch(train) [85][2100/5005] lr: 2.0168e-02 eta: 3:34:37 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.5659 2022/11/28 06:18:58 - mmengine - INFO - Epoch(train) [85][2200/5005] lr: 2.0147e-02 eta: 3:34:30 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.3601 2022/11/28 06:19:05 - mmengine - INFO - Epoch(train) [85][2300/5005] lr: 2.0126e-02 eta: 3:34:23 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.5964 2022/11/28 06:19:13 - mmengine - INFO - Epoch(train) [85][2400/5005] lr: 2.0105e-02 eta: 3:34:16 time: 0.0824 data_time: 0.0025 memory: 1679 loss: 1.4056 2022/11/28 06:19:20 - mmengine - INFO - Epoch(train) [85][2500/5005] lr: 2.0085e-02 eta: 3:34:09 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 1.4688 2022/11/28 06:19:26 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:19:28 - mmengine - INFO - Epoch(train) [85][2600/5005] lr: 2.0064e-02 eta: 3:34:01 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.4177 2022/11/28 06:19:36 - mmengine - INFO - Epoch(train) [85][2700/5005] lr: 2.0043e-02 eta: 3:33:54 time: 0.0819 data_time: 0.0023 memory: 1679 loss: 1.3825 2022/11/28 06:19:43 - mmengine - INFO - Epoch(train) [85][2800/5005] lr: 2.0022e-02 eta: 3:33:47 time: 0.0742 data_time: 0.0027 memory: 1679 loss: 1.3629 2022/11/28 06:19:51 - mmengine - INFO - Epoch(train) [85][2900/5005] lr: 2.0001e-02 eta: 3:33:40 time: 0.0753 data_time: 0.0021 memory: 1679 loss: 1.5439 2022/11/28 06:19:58 - mmengine - INFO - Epoch(train) [85][3000/5005] lr: 1.9980e-02 eta: 3:33:33 time: 0.0735 data_time: 0.0023 memory: 1679 loss: 1.5389 2022/11/28 06:20:06 - mmengine - INFO - Epoch(train) [85][3100/5005] lr: 1.9959e-02 eta: 3:33:26 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.4358 2022/11/28 06:20:13 - mmengine - INFO - Epoch(train) [85][3200/5005] lr: 1.9938e-02 eta: 3:33:19 time: 0.0746 data_time: 0.0021 memory: 1679 loss: 1.4189 2022/11/28 06:20:21 - mmengine - INFO - Epoch(train) [85][3300/5005] lr: 1.9917e-02 eta: 3:33:11 time: 0.0742 data_time: 0.0020 memory: 1679 loss: 1.4589 2022/11/28 06:20:29 - mmengine - INFO - Epoch(train) [85][3400/5005] lr: 1.9896e-02 eta: 3:33:04 time: 0.0734 data_time: 0.0021 memory: 1679 loss: 1.5745 2022/11/28 06:20:36 - mmengine - INFO - Epoch(train) [85][3500/5005] lr: 1.9875e-02 eta: 3:32:57 time: 0.0741 data_time: 0.0020 memory: 1679 loss: 1.5692 2022/11/28 06:20:42 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:20:44 - mmengine - INFO - Epoch(train) [85][3600/5005] lr: 1.9854e-02 eta: 3:32:50 time: 0.0748 data_time: 0.0019 memory: 1679 loss: 1.3911 2022/11/28 06:20:52 - mmengine - INFO - Epoch(train) [85][3700/5005] lr: 1.9834e-02 eta: 3:32:43 time: 0.0744 data_time: 0.0027 memory: 1679 loss: 1.6194 2022/11/28 06:20:59 - mmengine - INFO - Epoch(train) [85][3800/5005] lr: 1.9813e-02 eta: 3:32:36 time: 0.0736 data_time: 0.0024 memory: 1679 loss: 1.4866 2022/11/28 06:21:07 - mmengine - INFO - Epoch(train) [85][3900/5005] lr: 1.9792e-02 eta: 3:32:29 time: 0.0746 data_time: 0.0025 memory: 1679 loss: 1.7240 2022/11/28 06:21:14 - mmengine - INFO - Epoch(train) [85][4000/5005] lr: 1.9771e-02 eta: 3:32:21 time: 0.0736 data_time: 0.0020 memory: 1679 loss: 1.4082 2022/11/28 06:21:22 - mmengine - INFO - Epoch(train) [85][4100/5005] lr: 1.9750e-02 eta: 3:32:14 time: 0.0748 data_time: 0.0020 memory: 1679 loss: 1.5579 2022/11/28 06:21:29 - mmengine - INFO - Epoch(train) [85][4200/5005] lr: 1.9729e-02 eta: 3:32:07 time: 0.0742 data_time: 0.0021 memory: 1679 loss: 1.5791 2022/11/28 06:21:37 - mmengine - INFO - Epoch(train) [85][4300/5005] lr: 1.9709e-02 eta: 3:32:00 time: 0.0742 data_time: 0.0027 memory: 1679 loss: 1.6563 2022/11/28 06:21:45 - mmengine - INFO - Epoch(train) [85][4400/5005] lr: 1.9688e-02 eta: 3:31:53 time: 0.0738 data_time: 0.0028 memory: 1679 loss: 1.5977 2022/11/28 06:21:52 - mmengine - INFO - Epoch(train) [85][4500/5005] lr: 1.9667e-02 eta: 3:31:46 time: 0.0752 data_time: 0.0026 memory: 1679 loss: 1.5075 2022/11/28 06:21:58 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:22:00 - mmengine - INFO - Epoch(train) [85][4600/5005] lr: 1.9646e-02 eta: 3:31:39 time: 0.0748 data_time: 0.0027 memory: 1679 loss: 1.4560 2022/11/28 06:22:07 - mmengine - INFO - Epoch(train) [85][4700/5005] lr: 1.9625e-02 eta: 3:31:31 time: 0.0745 data_time: 0.0027 memory: 1679 loss: 1.5629 2022/11/28 06:22:15 - mmengine - INFO - Epoch(train) [85][4800/5005] lr: 1.9605e-02 eta: 3:31:24 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.7144 2022/11/28 06:22:23 - mmengine - INFO - Epoch(train) [85][4900/5005] lr: 1.9584e-02 eta: 3:31:17 time: 0.0729 data_time: 0.0021 memory: 1679 loss: 1.4271 2022/11/28 06:22:30 - mmengine - INFO - Epoch(train) [85][5000/5005] lr: 1.9563e-02 eta: 3:31:10 time: 0.0750 data_time: 0.0028 memory: 1679 loss: 1.4306 2022/11/28 06:22:31 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:22:31 - mmengine - INFO - Saving checkpoint at 85 epochs 2022/11/28 06:22:36 - mmengine - INFO - Epoch(val) [85][100/196] eta: 0:00:04 time: 0.0374 data_time: 0.0237 memory: 1679 2022/11/28 06:22:50 - mmengine - INFO - Epoch(val) [85][196/196] accuracy/top1: 69.0460 accuracy/top5: 89.1760 2022/11/28 06:22:58 - mmengine - INFO - Epoch(train) [86][ 100/5005] lr: 1.9541e-02 eta: 3:31:03 time: 0.0742 data_time: 0.0019 memory: 1679 loss: 1.3022 2022/11/28 06:23:05 - mmengine - INFO - Epoch(train) [86][ 200/5005] lr: 1.9521e-02 eta: 3:30:55 time: 0.0746 data_time: 0.0026 memory: 1679 loss: 1.5881 2022/11/28 06:23:13 - mmengine - INFO - Epoch(train) [86][ 300/5005] lr: 1.9500e-02 eta: 3:30:48 time: 0.0751 data_time: 0.0027 memory: 1679 loss: 1.5459 2022/11/28 06:23:20 - mmengine - INFO - Epoch(train) [86][ 400/5005] lr: 1.9479e-02 eta: 3:30:41 time: 0.0743 data_time: 0.0026 memory: 1679 loss: 1.4689 2022/11/28 06:23:28 - mmengine - INFO - Epoch(train) [86][ 500/5005] lr: 1.9458e-02 eta: 3:30:34 time: 0.0741 data_time: 0.0020 memory: 1679 loss: 1.2415 2022/11/28 06:23:34 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:23:36 - mmengine - INFO - Epoch(train) [86][ 600/5005] lr: 1.9438e-02 eta: 3:30:27 time: 0.0740 data_time: 0.0027 memory: 1679 loss: 1.4724 2022/11/28 06:23:43 - mmengine - INFO - Epoch(train) [86][ 700/5005] lr: 1.9417e-02 eta: 3:30:20 time: 0.0741 data_time: 0.0022 memory: 1679 loss: 1.4135 2022/11/28 06:23:51 - mmengine - INFO - Epoch(train) [86][ 800/5005] lr: 1.9396e-02 eta: 3:30:13 time: 0.0745 data_time: 0.0021 memory: 1679 loss: 1.5091 2022/11/28 06:23:58 - mmengine - INFO - Epoch(train) [86][ 900/5005] lr: 1.9376e-02 eta: 3:30:06 time: 0.0736 data_time: 0.0021 memory: 1679 loss: 1.2895 2022/11/28 06:24:06 - mmengine - INFO - Epoch(train) [86][1000/5005] lr: 1.9355e-02 eta: 3:29:58 time: 0.0782 data_time: 0.0027 memory: 1679 loss: 1.6549 2022/11/28 06:24:14 - mmengine - INFO - Epoch(train) [86][1100/5005] lr: 1.9334e-02 eta: 3:29:51 time: 0.0739 data_time: 0.0021 memory: 1679 loss: 1.6550 2022/11/28 06:24:21 - mmengine - INFO - Epoch(train) [86][1200/5005] lr: 1.9314e-02 eta: 3:29:44 time: 0.0742 data_time: 0.0020 memory: 1679 loss: 1.5263 2022/11/28 06:24:29 - mmengine - INFO - Epoch(train) [86][1300/5005] lr: 1.9293e-02 eta: 3:29:37 time: 0.0741 data_time: 0.0021 memory: 1679 loss: 1.1621 2022/11/28 06:24:37 - mmengine - INFO - Epoch(train) [86][1400/5005] lr: 1.9272e-02 eta: 3:29:30 time: 0.0743 data_time: 0.0021 memory: 1679 loss: 1.4470 2022/11/28 06:24:44 - mmengine - INFO - Epoch(train) [86][1500/5005] lr: 1.9252e-02 eta: 3:29:23 time: 0.0739 data_time: 0.0027 memory: 1679 loss: 1.6166 2022/11/28 06:24:50 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:24:52 - mmengine - INFO - Epoch(train) [86][1600/5005] lr: 1.9231e-02 eta: 3:29:16 time: 0.0741 data_time: 0.0020 memory: 1679 loss: 1.3363 2022/11/28 06:24:59 - mmengine - INFO - Epoch(train) [86][1700/5005] lr: 1.9211e-02 eta: 3:29:08 time: 0.0743 data_time: 0.0021 memory: 1679 loss: 1.4239 2022/11/28 06:25:07 - mmengine - INFO - Epoch(train) [86][1800/5005] lr: 1.9190e-02 eta: 3:29:01 time: 0.0743 data_time: 0.0020 memory: 1679 loss: 1.4968 2022/11/28 06:25:15 - mmengine - INFO - Epoch(train) [86][1900/5005] lr: 1.9169e-02 eta: 3:28:54 time: 0.0739 data_time: 0.0026 memory: 1679 loss: 1.3225 2022/11/28 06:25:22 - mmengine - INFO - Epoch(train) [86][2000/5005] lr: 1.9149e-02 eta: 3:28:47 time: 0.0746 data_time: 0.0020 memory: 1679 loss: 1.5110 2022/11/28 06:25:30 - mmengine - INFO - Epoch(train) [86][2100/5005] lr: 1.9128e-02 eta: 3:28:40 time: 0.0739 data_time: 0.0029 memory: 1679 loss: 1.5644 2022/11/28 06:25:38 - mmengine - INFO - Epoch(train) [86][2200/5005] lr: 1.9108e-02 eta: 3:28:33 time: 0.0741 data_time: 0.0022 memory: 1679 loss: 1.4103 2022/11/28 06:25:45 - mmengine - INFO - Epoch(train) [86][2300/5005] lr: 1.9087e-02 eta: 3:28:26 time: 0.0738 data_time: 0.0021 memory: 1679 loss: 1.4910 2022/11/28 06:25:53 - mmengine - INFO - Epoch(train) [86][2400/5005] lr: 1.9067e-02 eta: 3:28:18 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.5371 2022/11/28 06:26:00 - mmengine - INFO - Epoch(train) [86][2500/5005] lr: 1.9046e-02 eta: 3:28:11 time: 0.0736 data_time: 0.0027 memory: 1679 loss: 1.3174 2022/11/28 06:26:06 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:26:08 - mmengine - INFO - Epoch(train) [86][2600/5005] lr: 1.9025e-02 eta: 3:28:04 time: 0.0747 data_time: 0.0020 memory: 1679 loss: 1.6494 2022/11/28 06:26:16 - mmengine - INFO - Epoch(train) [86][2700/5005] lr: 1.9005e-02 eta: 3:27:57 time: 0.0738 data_time: 0.0022 memory: 1679 loss: 1.3396 2022/11/28 06:26:23 - mmengine - INFO - Epoch(train) [86][2800/5005] lr: 1.8984e-02 eta: 3:27:50 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.6182 2022/11/28 06:26:31 - mmengine - INFO - Epoch(train) [86][2900/5005] lr: 1.8964e-02 eta: 3:27:43 time: 0.0733 data_time: 0.0022 memory: 1679 loss: 1.4350 2022/11/28 06:26:38 - mmengine - INFO - Epoch(train) [86][3000/5005] lr: 1.8943e-02 eta: 3:27:36 time: 0.0736 data_time: 0.0026 memory: 1679 loss: 1.5141 2022/11/28 06:26:46 - mmengine - INFO - Epoch(train) [86][3100/5005] lr: 1.8923e-02 eta: 3:27:28 time: 0.0740 data_time: 0.0024 memory: 1679 loss: 1.5976 2022/11/28 06:26:53 - mmengine - INFO - Epoch(train) [86][3200/5005] lr: 1.8902e-02 eta: 3:27:21 time: 0.0735 data_time: 0.0022 memory: 1679 loss: 1.5317 2022/11/28 06:27:01 - mmengine - INFO - Epoch(train) [86][3300/5005] lr: 1.8882e-02 eta: 3:27:14 time: 0.0738 data_time: 0.0021 memory: 1679 loss: 1.6195 2022/11/28 06:27:09 - mmengine - INFO - Epoch(train) [86][3400/5005] lr: 1.8862e-02 eta: 3:27:07 time: 0.0735 data_time: 0.0020 memory: 1679 loss: 1.5393 2022/11/28 06:27:16 - mmengine - INFO - Epoch(train) [86][3500/5005] lr: 1.8841e-02 eta: 3:27:00 time: 0.0735 data_time: 0.0020 memory: 1679 loss: 1.4660 2022/11/28 06:27:22 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:27:24 - mmengine - INFO - Epoch(train) [86][3600/5005] lr: 1.8821e-02 eta: 3:26:53 time: 0.0841 data_time: 0.0020 memory: 1679 loss: 1.5903 2022/11/28 06:27:31 - mmengine - INFO - Epoch(train) [86][3700/5005] lr: 1.8800e-02 eta: 3:26:46 time: 0.0826 data_time: 0.0021 memory: 1679 loss: 1.4436 2022/11/28 06:27:39 - mmengine - INFO - Epoch(train) [86][3800/5005] lr: 1.8780e-02 eta: 3:26:38 time: 0.0741 data_time: 0.0021 memory: 1679 loss: 1.5041 2022/11/28 06:27:47 - mmengine - INFO - Epoch(train) [86][3900/5005] lr: 1.8759e-02 eta: 3:26:31 time: 0.0739 data_time: 0.0024 memory: 1679 loss: 1.3989 2022/11/28 06:27:54 - mmengine - INFO - Epoch(train) [86][4000/5005] lr: 1.8739e-02 eta: 3:26:24 time: 0.0748 data_time: 0.0021 memory: 1679 loss: 1.7575 2022/11/28 06:28:02 - mmengine - INFO - Epoch(train) [86][4100/5005] lr: 1.8718e-02 eta: 3:26:17 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.4265 2022/11/28 06:28:09 - mmengine - INFO - Epoch(train) [86][4200/5005] lr: 1.8698e-02 eta: 3:26:10 time: 0.0737 data_time: 0.0021 memory: 1679 loss: 1.5100 2022/11/28 06:28:17 - mmengine - INFO - Epoch(train) [86][4300/5005] lr: 1.8678e-02 eta: 3:26:03 time: 0.0736 data_time: 0.0021 memory: 1679 loss: 1.4893 2022/11/28 06:28:25 - mmengine - INFO - Epoch(train) [86][4400/5005] lr: 1.8657e-02 eta: 3:25:56 time: 0.0744 data_time: 0.0023 memory: 1679 loss: 1.3238 2022/11/28 06:28:32 - mmengine - INFO - Epoch(train) [86][4500/5005] lr: 1.8637e-02 eta: 3:25:48 time: 0.0738 data_time: 0.0021 memory: 1679 loss: 1.4395 2022/11/28 06:28:38 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:28:40 - mmengine - INFO - Epoch(train) [86][4600/5005] lr: 1.8617e-02 eta: 3:25:41 time: 0.0738 data_time: 0.0021 memory: 1679 loss: 1.5681 2022/11/28 06:28:47 - mmengine - INFO - Epoch(train) [86][4700/5005] lr: 1.8596e-02 eta: 3:25:34 time: 0.0736 data_time: 0.0021 memory: 1679 loss: 1.5957 2022/11/28 06:28:55 - mmengine - INFO - Epoch(train) [86][4800/5005] lr: 1.8576e-02 eta: 3:25:27 time: 0.0844 data_time: 0.0020 memory: 1679 loss: 1.5862 2022/11/28 06:29:03 - mmengine - INFO - Epoch(train) [86][4900/5005] lr: 1.8556e-02 eta: 3:25:20 time: 0.0749 data_time: 0.0020 memory: 1679 loss: 1.3243 2022/11/28 06:29:10 - mmengine - INFO - Epoch(train) [86][5000/5005] lr: 1.8535e-02 eta: 3:25:13 time: 0.0750 data_time: 0.0029 memory: 1679 loss: 1.5274 2022/11/28 06:29:11 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:29:11 - mmengine - INFO - Saving checkpoint at 86 epochs 2022/11/28 06:29:16 - mmengine - INFO - Epoch(val) [86][100/196] eta: 0:00:03 time: 0.0377 data_time: 0.0239 memory: 1679 2022/11/28 06:29:29 - mmengine - INFO - Epoch(val) [86][196/196] accuracy/top1: 69.4700 accuracy/top5: 89.4780 2022/11/28 06:29:38 - mmengine - INFO - Epoch(train) [87][ 100/5005] lr: 1.8514e-02 eta: 3:25:05 time: 0.0747 data_time: 0.0020 memory: 1679 loss: 1.4308 2022/11/28 06:29:45 - mmengine - INFO - Epoch(train) [87][ 200/5005] lr: 1.8494e-02 eta: 3:24:58 time: 0.0741 data_time: 0.0021 memory: 1679 loss: 1.3782 2022/11/28 06:29:53 - mmengine - INFO - Epoch(train) [87][ 300/5005] lr: 1.8473e-02 eta: 3:24:51 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.3972 2022/11/28 06:30:00 - mmengine - INFO - Epoch(train) [87][ 400/5005] lr: 1.8453e-02 eta: 3:24:44 time: 0.0745 data_time: 0.0020 memory: 1679 loss: 1.3661 2022/11/28 06:30:08 - mmengine - INFO - Epoch(train) [87][ 500/5005] lr: 1.8433e-02 eta: 3:24:37 time: 0.0736 data_time: 0.0021 memory: 1679 loss: 1.4061 2022/11/28 06:30:13 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:30:16 - mmengine - INFO - Epoch(train) [87][ 600/5005] lr: 1.8412e-02 eta: 3:24:30 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.4568 2022/11/28 06:30:23 - mmengine - INFO - Epoch(train) [87][ 700/5005] lr: 1.8392e-02 eta: 3:24:23 time: 0.0746 data_time: 0.0020 memory: 1679 loss: 1.2307 2022/11/28 06:30:31 - mmengine - INFO - Epoch(train) [87][ 800/5005] lr: 1.8372e-02 eta: 3:24:15 time: 0.0736 data_time: 0.0020 memory: 1679 loss: 1.3831 2022/11/28 06:30:38 - mmengine - INFO - Epoch(train) [87][ 900/5005] lr: 1.8352e-02 eta: 3:24:08 time: 0.0751 data_time: 0.0030 memory: 1679 loss: 1.3999 2022/11/28 06:30:46 - mmengine - INFO - Epoch(train) [87][1000/5005] lr: 1.8331e-02 eta: 3:24:01 time: 0.0745 data_time: 0.0021 memory: 1679 loss: 1.4997 2022/11/28 06:30:54 - mmengine - INFO - Epoch(train) [87][1100/5005] lr: 1.8311e-02 eta: 3:23:54 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.4042 2022/11/28 06:31:01 - mmengine - INFO - Epoch(train) [87][1200/5005] lr: 1.8291e-02 eta: 3:23:47 time: 0.0746 data_time: 0.0026 memory: 1679 loss: 1.4403 2022/11/28 06:31:09 - mmengine - INFO - Epoch(train) [87][1300/5005] lr: 1.8271e-02 eta: 3:23:40 time: 0.0746 data_time: 0.0021 memory: 1679 loss: 1.4478 2022/11/28 06:31:17 - mmengine - INFO - Epoch(train) [87][1400/5005] lr: 1.8250e-02 eta: 3:23:33 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 1.5049 2022/11/28 06:31:24 - mmengine - INFO - Epoch(train) [87][1500/5005] lr: 1.8230e-02 eta: 3:23:25 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.4838 2022/11/28 06:31:29 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:31:32 - mmengine - INFO - Epoch(train) [87][1600/5005] lr: 1.8210e-02 eta: 3:23:18 time: 0.0741 data_time: 0.0028 memory: 1679 loss: 1.4177 2022/11/28 06:31:39 - mmengine - INFO - Epoch(train) [87][1700/5005] lr: 1.8190e-02 eta: 3:23:11 time: 0.0735 data_time: 0.0020 memory: 1679 loss: 1.4324 2022/11/28 06:31:47 - mmengine - INFO - Epoch(train) [87][1800/5005] lr: 1.8170e-02 eta: 3:23:04 time: 0.0750 data_time: 0.0020 memory: 1679 loss: 1.3368 2022/11/28 06:31:54 - mmengine - INFO - Epoch(train) [87][1900/5005] lr: 1.8150e-02 eta: 3:22:57 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.3313 2022/11/28 06:32:02 - mmengine - INFO - Epoch(train) [87][2000/5005] lr: 1.8129e-02 eta: 3:22:50 time: 0.0825 data_time: 0.0020 memory: 1679 loss: 1.5299 2022/11/28 06:32:10 - mmengine - INFO - Epoch(train) [87][2100/5005] lr: 1.8109e-02 eta: 3:22:42 time: 0.0741 data_time: 0.0021 memory: 1679 loss: 1.4317 2022/11/28 06:32:17 - mmengine - INFO - Epoch(train) [87][2200/5005] lr: 1.8089e-02 eta: 3:22:35 time: 0.0745 data_time: 0.0022 memory: 1679 loss: 1.3655 2022/11/28 06:32:25 - mmengine - INFO - Epoch(train) [87][2300/5005] lr: 1.8069e-02 eta: 3:22:28 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.3388 2022/11/28 06:32:33 - mmengine - INFO - Epoch(train) [87][2400/5005] lr: 1.8049e-02 eta: 3:22:21 time: 0.0747 data_time: 0.0021 memory: 1679 loss: 1.3175 2022/11/28 06:32:40 - mmengine - INFO - Epoch(train) [87][2500/5005] lr: 1.8029e-02 eta: 3:22:14 time: 0.0750 data_time: 0.0020 memory: 1679 loss: 1.4464 2022/11/28 06:32:46 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:32:48 - mmengine - INFO - Epoch(train) [87][2600/5005] lr: 1.8009e-02 eta: 3:22:07 time: 0.0745 data_time: 0.0029 memory: 1679 loss: 1.7736 2022/11/28 06:32:56 - mmengine - INFO - Epoch(train) [87][2700/5005] lr: 1.7989e-02 eta: 3:22:00 time: 0.0738 data_time: 0.0021 memory: 1679 loss: 1.3960 2022/11/28 06:33:03 - mmengine - INFO - Epoch(train) [87][2800/5005] lr: 1.7968e-02 eta: 3:21:52 time: 0.0733 data_time: 0.0022 memory: 1679 loss: 1.4398 2022/11/28 06:33:11 - mmengine - INFO - Epoch(train) [87][2900/5005] lr: 1.7948e-02 eta: 3:21:45 time: 0.0737 data_time: 0.0025 memory: 1679 loss: 1.1989 2022/11/28 06:33:18 - mmengine - INFO - Epoch(train) [87][3000/5005] lr: 1.7928e-02 eta: 3:21:38 time: 0.0745 data_time: 0.0020 memory: 1679 loss: 1.4730 2022/11/28 06:33:26 - mmengine - INFO - Epoch(train) [87][3100/5005] lr: 1.7908e-02 eta: 3:21:31 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.4006 2022/11/28 06:33:34 - mmengine - INFO - Epoch(train) [87][3200/5005] lr: 1.7888e-02 eta: 3:21:24 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.4977 2022/11/28 06:33:41 - mmengine - INFO - Epoch(train) [87][3300/5005] lr: 1.7868e-02 eta: 3:21:17 time: 0.0738 data_time: 0.0021 memory: 1679 loss: 1.5676 2022/11/28 06:33:49 - mmengine - INFO - Epoch(train) [87][3400/5005] lr: 1.7848e-02 eta: 3:21:10 time: 0.0745 data_time: 0.0021 memory: 1679 loss: 1.5428 2022/11/28 06:33:56 - mmengine - INFO - Epoch(train) [87][3500/5005] lr: 1.7828e-02 eta: 3:21:02 time: 0.0733 data_time: 0.0021 memory: 1679 loss: 1.5521 2022/11/28 06:34:02 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:34:04 - mmengine - INFO - Epoch(train) [87][3600/5005] lr: 1.7808e-02 eta: 3:20:55 time: 0.0755 data_time: 0.0021 memory: 1679 loss: 1.4483 2022/11/28 06:34:12 - mmengine - INFO - Epoch(train) [87][3700/5005] lr: 1.7788e-02 eta: 3:20:48 time: 0.0737 data_time: 0.0021 memory: 1679 loss: 1.2805 2022/11/28 06:34:19 - mmengine - INFO - Epoch(train) [87][3800/5005] lr: 1.7768e-02 eta: 3:20:41 time: 0.0738 data_time: 0.0023 memory: 1679 loss: 1.3814 2022/11/28 06:34:27 - mmengine - INFO - Epoch(train) [87][3900/5005] lr: 1.7748e-02 eta: 3:20:34 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.4937 2022/11/28 06:34:34 - mmengine - INFO - Epoch(train) [87][4000/5005] lr: 1.7728e-02 eta: 3:20:27 time: 0.0750 data_time: 0.0020 memory: 1679 loss: 1.4729 2022/11/28 06:34:42 - mmengine - INFO - Epoch(train) [87][4100/5005] lr: 1.7708e-02 eta: 3:20:20 time: 0.0739 data_time: 0.0021 memory: 1679 loss: 1.5559 2022/11/28 06:34:50 - mmengine - INFO - Epoch(train) [87][4200/5005] lr: 1.7688e-02 eta: 3:20:12 time: 0.0746 data_time: 0.0021 memory: 1679 loss: 1.3178 2022/11/28 06:34:57 - mmengine - INFO - Epoch(train) [87][4300/5005] lr: 1.7668e-02 eta: 3:20:05 time: 0.0753 data_time: 0.0020 memory: 1679 loss: 1.5280 2022/11/28 06:35:05 - mmengine - INFO - Epoch(train) [87][4400/5005] lr: 1.7648e-02 eta: 3:19:58 time: 0.0732 data_time: 0.0022 memory: 1679 loss: 1.4872 2022/11/28 06:35:12 - mmengine - INFO - Epoch(train) [87][4500/5005] lr: 1.7628e-02 eta: 3:19:51 time: 0.0741 data_time: 0.0021 memory: 1679 loss: 1.3447 2022/11/28 06:35:18 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:35:20 - mmengine - INFO - Epoch(train) [87][4600/5005] lr: 1.7608e-02 eta: 3:19:44 time: 0.0738 data_time: 0.0024 memory: 1679 loss: 1.5387 2022/11/28 06:35:27 - mmengine - INFO - Epoch(train) [87][4700/5005] lr: 1.7588e-02 eta: 3:19:37 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.4415 2022/11/28 06:35:35 - mmengine - INFO - Epoch(train) [87][4800/5005] lr: 1.7569e-02 eta: 3:19:29 time: 0.0737 data_time: 0.0021 memory: 1679 loss: 1.6409 2022/11/28 06:35:43 - mmengine - INFO - Epoch(train) [87][4900/5005] lr: 1.7549e-02 eta: 3:19:22 time: 0.0750 data_time: 0.0021 memory: 1679 loss: 1.2969 2022/11/28 06:35:50 - mmengine - INFO - Epoch(train) [87][5000/5005] lr: 1.7529e-02 eta: 3:19:15 time: 0.0757 data_time: 0.0038 memory: 1679 loss: 1.2909 2022/11/28 06:35:51 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:35:51 - mmengine - INFO - Saving checkpoint at 87 epochs 2022/11/28 06:35:56 - mmengine - INFO - Epoch(val) [87][100/196] eta: 0:00:03 time: 0.0404 data_time: 0.0265 memory: 1679 2022/11/28 06:36:10 - mmengine - INFO - Epoch(val) [87][196/196] accuracy/top1: 69.9220 accuracy/top5: 89.6900 2022/11/28 06:36:18 - mmengine - INFO - Epoch(train) [88][ 100/5005] lr: 1.7508e-02 eta: 3:19:08 time: 0.0749 data_time: 0.0027 memory: 1679 loss: 1.2705 2022/11/28 06:36:25 - mmengine - INFO - Epoch(train) [88][ 200/5005] lr: 1.7488e-02 eta: 3:19:01 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.5929 2022/11/28 06:36:33 - mmengine - INFO - Epoch(train) [88][ 300/5005] lr: 1.7468e-02 eta: 3:18:53 time: 0.0736 data_time: 0.0021 memory: 1679 loss: 1.3752 2022/11/28 06:36:40 - mmengine - INFO - Epoch(train) [88][ 400/5005] lr: 1.7448e-02 eta: 3:18:46 time: 0.0747 data_time: 0.0021 memory: 1679 loss: 1.4030 2022/11/28 06:36:48 - mmengine - INFO - Epoch(train) [88][ 500/5005] lr: 1.7428e-02 eta: 3:18:39 time: 0.0746 data_time: 0.0028 memory: 1679 loss: 1.4270 2022/11/28 06:36:53 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:36:56 - mmengine - INFO - Epoch(train) [88][ 600/5005] lr: 1.7409e-02 eta: 3:18:32 time: 0.0800 data_time: 0.0024 memory: 1679 loss: 1.2797 2022/11/28 06:37:03 - mmengine - INFO - Epoch(train) [88][ 700/5005] lr: 1.7389e-02 eta: 3:18:25 time: 0.0742 data_time: 0.0026 memory: 1679 loss: 1.3335 2022/11/28 06:37:11 - mmengine - INFO - Epoch(train) [88][ 800/5005] lr: 1.7369e-02 eta: 3:18:18 time: 0.0745 data_time: 0.0022 memory: 1679 loss: 1.3043 2022/11/28 06:37:19 - mmengine - INFO - Epoch(train) [88][ 900/5005] lr: 1.7349e-02 eta: 3:18:10 time: 0.0747 data_time: 0.0026 memory: 1679 loss: 1.4664 2022/11/28 06:37:26 - mmengine - INFO - Epoch(train) [88][1000/5005] lr: 1.7329e-02 eta: 3:18:03 time: 0.0745 data_time: 0.0020 memory: 1679 loss: 1.3155 2022/11/28 06:37:34 - mmengine - INFO - Epoch(train) [88][1100/5005] lr: 1.7310e-02 eta: 3:17:56 time: 0.0746 data_time: 0.0020 memory: 1679 loss: 1.4426 2022/11/28 06:37:41 - mmengine - INFO - Epoch(train) [88][1200/5005] lr: 1.7290e-02 eta: 3:17:49 time: 0.0745 data_time: 0.0022 memory: 1679 loss: 1.2832 2022/11/28 06:37:49 - mmengine - INFO - Epoch(train) [88][1300/5005] lr: 1.7270e-02 eta: 3:17:42 time: 0.0741 data_time: 0.0025 memory: 1679 loss: 1.5802 2022/11/28 06:37:57 - mmengine - INFO - Epoch(train) [88][1400/5005] lr: 1.7250e-02 eta: 3:17:35 time: 0.0742 data_time: 0.0020 memory: 1679 loss: 1.4327 2022/11/28 06:38:04 - mmengine - INFO - Epoch(train) [88][1500/5005] lr: 1.7230e-02 eta: 3:17:28 time: 0.0748 data_time: 0.0022 memory: 1679 loss: 1.2787 2022/11/28 06:38:09 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:38:12 - mmengine - INFO - Epoch(train) [88][1600/5005] lr: 1.7211e-02 eta: 3:17:20 time: 0.0751 data_time: 0.0020 memory: 1679 loss: 1.3509 2022/11/28 06:38:20 - mmengine - INFO - Epoch(train) [88][1700/5005] lr: 1.7191e-02 eta: 3:17:13 time: 0.0741 data_time: 0.0029 memory: 1679 loss: 1.1898 2022/11/28 06:38:27 - mmengine - INFO - Epoch(train) [88][1800/5005] lr: 1.7171e-02 eta: 3:17:06 time: 0.0745 data_time: 0.0028 memory: 1679 loss: 1.2678 2022/11/28 06:38:35 - mmengine - INFO - Epoch(train) [88][1900/5005] lr: 1.7152e-02 eta: 3:16:59 time: 0.0758 data_time: 0.0027 memory: 1679 loss: 1.5694 2022/11/28 06:38:43 - mmengine - INFO - Epoch(train) [88][2000/5005] lr: 1.7132e-02 eta: 3:16:52 time: 0.0752 data_time: 0.0025 memory: 1679 loss: 1.3162 2022/11/28 06:38:50 - mmengine - INFO - Epoch(train) [88][2100/5005] lr: 1.7112e-02 eta: 3:16:45 time: 0.0742 data_time: 0.0027 memory: 1679 loss: 1.4396 2022/11/28 06:38:58 - mmengine - INFO - Epoch(train) [88][2200/5005] lr: 1.7092e-02 eta: 3:16:38 time: 0.0741 data_time: 0.0021 memory: 1679 loss: 1.4331 2022/11/28 06:39:06 - mmengine - INFO - Epoch(train) [88][2300/5005] lr: 1.7073e-02 eta: 3:16:30 time: 0.0747 data_time: 0.0020 memory: 1679 loss: 1.3536 2022/11/28 06:39:13 - mmengine - INFO - Epoch(train) [88][2400/5005] lr: 1.7053e-02 eta: 3:16:23 time: 0.0736 data_time: 0.0021 memory: 1679 loss: 1.1802 2022/11/28 06:39:21 - mmengine - INFO - Epoch(train) [88][2500/5005] lr: 1.7033e-02 eta: 3:16:16 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.5641 2022/11/28 06:39:26 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:39:28 - mmengine - INFO - Epoch(train) [88][2600/5005] lr: 1.7014e-02 eta: 3:16:09 time: 0.0746 data_time: 0.0027 memory: 1679 loss: 1.1774 2022/11/28 06:39:36 - mmengine - INFO - Epoch(train) [88][2700/5005] lr: 1.6994e-02 eta: 3:16:02 time: 0.0748 data_time: 0.0028 memory: 1679 loss: 1.2565 2022/11/28 06:39:44 - mmengine - INFO - Epoch(train) [88][2800/5005] lr: 1.6974e-02 eta: 3:15:55 time: 0.0750 data_time: 0.0021 memory: 1679 loss: 1.4932 2022/11/28 06:39:51 - mmengine - INFO - Epoch(train) [88][2900/5005] lr: 1.6955e-02 eta: 3:15:48 time: 0.0739 data_time: 0.0021 memory: 1679 loss: 1.5860 2022/11/28 06:39:59 - mmengine - INFO - Epoch(train) [88][3000/5005] lr: 1.6935e-02 eta: 3:15:40 time: 0.0743 data_time: 0.0020 memory: 1679 loss: 1.2860 2022/11/28 06:40:07 - mmengine - INFO - Epoch(train) [88][3100/5005] lr: 1.6916e-02 eta: 3:15:33 time: 0.0742 data_time: 0.0021 memory: 1679 loss: 1.4971 2022/11/28 06:40:14 - mmengine - INFO - Epoch(train) [88][3200/5005] lr: 1.6896e-02 eta: 3:15:26 time: 0.0745 data_time: 0.0020 memory: 1679 loss: 1.4617 2022/11/28 06:40:22 - mmengine - INFO - Epoch(train) [88][3300/5005] lr: 1.6876e-02 eta: 3:15:19 time: 0.0744 data_time: 0.0027 memory: 1679 loss: 1.3221 2022/11/28 06:40:30 - mmengine - INFO - Epoch(train) [88][3400/5005] lr: 1.6857e-02 eta: 3:15:12 time: 0.0742 data_time: 0.0020 memory: 1679 loss: 1.4438 2022/11/28 06:40:37 - mmengine - INFO - Epoch(train) [88][3500/5005] lr: 1.6837e-02 eta: 3:15:05 time: 0.0740 data_time: 0.0022 memory: 1679 loss: 1.3537 2022/11/28 06:40:42 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:40:45 - mmengine - INFO - Epoch(train) [88][3600/5005] lr: 1.6818e-02 eta: 3:14:58 time: 0.0807 data_time: 0.0020 memory: 1679 loss: 1.5354 2022/11/28 06:40:53 - mmengine - INFO - Epoch(train) [88][3700/5005] lr: 1.6798e-02 eta: 3:14:50 time: 0.0739 data_time: 0.0028 memory: 1679 loss: 1.4644 2022/11/28 06:41:00 - mmengine - INFO - Epoch(train) [88][3800/5005] lr: 1.6779e-02 eta: 3:14:43 time: 0.0745 data_time: 0.0025 memory: 1679 loss: 1.3719 2022/11/28 06:41:08 - mmengine - INFO - Epoch(train) [88][3900/5005] lr: 1.6759e-02 eta: 3:14:36 time: 0.0818 data_time: 0.0027 memory: 1679 loss: 1.3164 2022/11/28 06:41:15 - mmengine - INFO - Epoch(train) [88][4000/5005] lr: 1.6739e-02 eta: 3:14:29 time: 0.0750 data_time: 0.0020 memory: 1679 loss: 1.4028 2022/11/28 06:41:23 - mmengine - INFO - Epoch(train) [88][4100/5005] lr: 1.6720e-02 eta: 3:14:22 time: 0.0738 data_time: 0.0021 memory: 1679 loss: 1.7835 2022/11/28 06:41:31 - mmengine - INFO - Epoch(train) [88][4200/5005] lr: 1.6700e-02 eta: 3:14:15 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.3655 2022/11/28 06:41:38 - mmengine - INFO - Epoch(train) [88][4300/5005] lr: 1.6681e-02 eta: 3:14:08 time: 0.0752 data_time: 0.0027 memory: 1679 loss: 1.3898 2022/11/28 06:41:46 - mmengine - INFO - Epoch(train) [88][4400/5005] lr: 1.6661e-02 eta: 3:14:00 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.3320 2022/11/28 06:41:54 - mmengine - INFO - Epoch(train) [88][4500/5005] lr: 1.6642e-02 eta: 3:13:53 time: 0.0738 data_time: 0.0023 memory: 1679 loss: 1.3742 2022/11/28 06:41:58 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:42:01 - mmengine - INFO - Epoch(train) [88][4600/5005] lr: 1.6622e-02 eta: 3:13:46 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 1.6989 2022/11/28 06:42:09 - mmengine - INFO - Epoch(train) [88][4700/5005] lr: 1.6603e-02 eta: 3:13:39 time: 0.0749 data_time: 0.0029 memory: 1679 loss: 1.5956 2022/11/28 06:42:16 - mmengine - INFO - Epoch(train) [88][4800/5005] lr: 1.6584e-02 eta: 3:13:32 time: 0.0742 data_time: 0.0021 memory: 1679 loss: 1.5227 2022/11/28 06:42:24 - mmengine - INFO - Epoch(train) [88][4900/5005] lr: 1.6564e-02 eta: 3:13:25 time: 0.0749 data_time: 0.0025 memory: 1679 loss: 1.2936 2022/11/28 06:42:32 - mmengine - INFO - Epoch(train) [88][5000/5005] lr: 1.6545e-02 eta: 3:13:17 time: 0.0755 data_time: 0.0036 memory: 1679 loss: 1.3316 2022/11/28 06:42:32 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:42:32 - mmengine - INFO - Saving checkpoint at 88 epochs 2022/11/28 06:42:37 - mmengine - INFO - Epoch(val) [88][100/196] eta: 0:00:03 time: 0.0371 data_time: 0.0231 memory: 1679 2022/11/28 06:42:51 - mmengine - INFO - Epoch(val) [88][196/196] accuracy/top1: 70.3980 accuracy/top5: 89.8360 2022/11/28 06:42:59 - mmengine - INFO - Epoch(train) [89][ 100/5005] lr: 1.6524e-02 eta: 3:13:10 time: 0.0755 data_time: 0.0027 memory: 1679 loss: 1.0851 2022/11/28 06:43:07 - mmengine - INFO - Epoch(train) [89][ 200/5005] lr: 1.6505e-02 eta: 3:13:03 time: 0.0742 data_time: 0.0025 memory: 1679 loss: 1.3901 2022/11/28 06:43:15 - mmengine - INFO - Epoch(train) [89][ 300/5005] lr: 1.6485e-02 eta: 3:12:56 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.2478 2022/11/28 06:43:22 - mmengine - INFO - Epoch(train) [89][ 400/5005] lr: 1.6466e-02 eta: 3:12:49 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.2238 2022/11/28 06:43:30 - mmengine - INFO - Epoch(train) [89][ 500/5005] lr: 1.6447e-02 eta: 3:12:41 time: 0.0744 data_time: 0.0027 memory: 1679 loss: 1.3457 2022/11/28 06:43:34 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:43:37 - mmengine - INFO - Epoch(train) [89][ 600/5005] lr: 1.6427e-02 eta: 3:12:34 time: 0.0746 data_time: 0.0029 memory: 1679 loss: 1.4070 2022/11/28 06:43:45 - mmengine - INFO - Epoch(train) [89][ 700/5005] lr: 1.6408e-02 eta: 3:12:27 time: 0.0749 data_time: 0.0020 memory: 1679 loss: 1.3124 2022/11/28 06:43:53 - mmengine - INFO - Epoch(train) [89][ 800/5005] lr: 1.6388e-02 eta: 3:12:20 time: 0.0739 data_time: 0.0022 memory: 1679 loss: 1.4754 2022/11/28 06:44:00 - mmengine - INFO - Epoch(train) [89][ 900/5005] lr: 1.6369e-02 eta: 3:12:13 time: 0.0745 data_time: 0.0020 memory: 1679 loss: 1.5681 2022/11/28 06:44:08 - mmengine - INFO - Epoch(train) [89][1000/5005] lr: 1.6350e-02 eta: 3:12:06 time: 0.0737 data_time: 0.0021 memory: 1679 loss: 1.4517 2022/11/28 06:44:16 - mmengine - INFO - Epoch(train) [89][1100/5005] lr: 1.6330e-02 eta: 3:11:58 time: 0.0737 data_time: 0.0021 memory: 1679 loss: 1.5156 2022/11/28 06:44:23 - mmengine - INFO - Epoch(train) [89][1200/5005] lr: 1.6311e-02 eta: 3:11:51 time: 0.0744 data_time: 0.0027 memory: 1679 loss: 1.4281 2022/11/28 06:44:31 - mmengine - INFO - Epoch(train) [89][1300/5005] lr: 1.6292e-02 eta: 3:11:44 time: 0.0746 data_time: 0.0027 memory: 1679 loss: 1.2666 2022/11/28 06:44:38 - mmengine - INFO - Epoch(train) [89][1400/5005] lr: 1.6272e-02 eta: 3:11:37 time: 0.0732 data_time: 0.0022 memory: 1679 loss: 1.2293 2022/11/28 06:44:46 - mmengine - INFO - Epoch(train) [89][1500/5005] lr: 1.6253e-02 eta: 3:11:30 time: 0.0746 data_time: 0.0026 memory: 1679 loss: 1.2368 2022/11/28 06:44:50 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:44:53 - mmengine - INFO - Epoch(train) [89][1600/5005] lr: 1.6234e-02 eta: 3:11:23 time: 0.0750 data_time: 0.0024 memory: 1679 loss: 1.5835 2022/11/28 06:45:01 - mmengine - INFO - Epoch(train) [89][1700/5005] lr: 1.6215e-02 eta: 3:11:15 time: 0.0737 data_time: 0.0022 memory: 1679 loss: 1.3554 2022/11/28 06:45:09 - mmengine - INFO - Epoch(train) [89][1800/5005] lr: 1.6195e-02 eta: 3:11:08 time: 0.0740 data_time: 0.0023 memory: 1679 loss: 1.4505 2022/11/28 06:45:16 - mmengine - INFO - Epoch(train) [89][1900/5005] lr: 1.6176e-02 eta: 3:11:01 time: 0.0743 data_time: 0.0020 memory: 1679 loss: 1.4635 2022/11/28 06:45:24 - mmengine - INFO - Epoch(train) [89][2000/5005] lr: 1.6157e-02 eta: 3:10:54 time: 0.0745 data_time: 0.0021 memory: 1679 loss: 1.1394 2022/11/28 06:45:31 - mmengine - INFO - Epoch(train) [89][2100/5005] lr: 1.6138e-02 eta: 3:10:47 time: 0.0738 data_time: 0.0026 memory: 1679 loss: 1.4521 2022/11/28 06:45:39 - mmengine - INFO - Epoch(train) [89][2200/5005] lr: 1.6118e-02 eta: 3:10:40 time: 0.0747 data_time: 0.0023 memory: 1679 loss: 1.3882 2022/11/28 06:45:47 - mmengine - INFO - Epoch(train) [89][2300/5005] lr: 1.6099e-02 eta: 3:10:32 time: 0.0742 data_time: 0.0020 memory: 1679 loss: 1.3938 2022/11/28 06:45:54 - mmengine - INFO - Epoch(train) [89][2400/5005] lr: 1.6080e-02 eta: 3:10:25 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.3340 2022/11/28 06:46:02 - mmengine - INFO - Epoch(train) [89][2500/5005] lr: 1.6061e-02 eta: 3:10:18 time: 0.0743 data_time: 0.0025 memory: 1679 loss: 1.3313 2022/11/28 06:46:06 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:46:09 - mmengine - INFO - Epoch(train) [89][2600/5005] lr: 1.6041e-02 eta: 3:10:11 time: 0.0742 data_time: 0.0019 memory: 1679 loss: 1.2034 2022/11/28 06:46:17 - mmengine - INFO - Epoch(train) [89][2700/5005] lr: 1.6022e-02 eta: 3:10:04 time: 0.0744 data_time: 0.0019 memory: 1679 loss: 1.5043 2022/11/28 06:46:25 - mmengine - INFO - Epoch(train) [89][2800/5005] lr: 1.6003e-02 eta: 3:09:57 time: 0.0758 data_time: 0.0021 memory: 1679 loss: 1.2558 2022/11/28 06:46:32 - mmengine - INFO - Epoch(train) [89][2900/5005] lr: 1.5984e-02 eta: 3:09:49 time: 0.0736 data_time: 0.0020 memory: 1679 loss: 1.3184 2022/11/28 06:46:40 - mmengine - INFO - Epoch(train) [89][3000/5005] lr: 1.5965e-02 eta: 3:09:42 time: 0.0748 data_time: 0.0022 memory: 1679 loss: 1.4442 2022/11/28 06:46:47 - mmengine - INFO - Epoch(train) [89][3100/5005] lr: 1.5946e-02 eta: 3:09:35 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.4092 2022/11/28 06:46:55 - mmengine - INFO - Epoch(train) [89][3200/5005] lr: 1.5926e-02 eta: 3:09:28 time: 0.0737 data_time: 0.0019 memory: 1679 loss: 1.1999 2022/11/28 06:47:02 - mmengine - INFO - Epoch(train) [89][3300/5005] lr: 1.5907e-02 eta: 3:09:21 time: 0.0813 data_time: 0.0020 memory: 1679 loss: 1.4691 2022/11/28 06:47:10 - mmengine - INFO - Epoch(train) [89][3400/5005] lr: 1.5888e-02 eta: 3:09:13 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.5698 2022/11/28 06:47:17 - mmengine - INFO - Epoch(train) [89][3500/5005] lr: 1.5869e-02 eta: 3:09:06 time: 0.0746 data_time: 0.0020 memory: 1679 loss: 1.2634 2022/11/28 06:47:22 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:47:25 - mmengine - INFO - Epoch(train) [89][3600/5005] lr: 1.5850e-02 eta: 3:08:59 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.4913 2022/11/28 06:47:32 - mmengine - INFO - Epoch(train) [89][3700/5005] lr: 1.5831e-02 eta: 3:08:52 time: 0.0735 data_time: 0.0020 memory: 1679 loss: 1.4191 2022/11/28 06:47:40 - mmengine - INFO - Epoch(train) [89][3800/5005] lr: 1.5812e-02 eta: 3:08:45 time: 0.0747 data_time: 0.0020 memory: 1679 loss: 1.3372 2022/11/28 06:47:48 - mmengine - INFO - Epoch(train) [89][3900/5005] lr: 1.5793e-02 eta: 3:08:38 time: 0.0747 data_time: 0.0019 memory: 1679 loss: 1.4112 2022/11/28 06:47:55 - mmengine - INFO - Epoch(train) [89][4000/5005] lr: 1.5774e-02 eta: 3:08:30 time: 0.0749 data_time: 0.0026 memory: 1679 loss: 1.1444 2022/11/28 06:48:03 - mmengine - INFO - Epoch(train) [89][4100/5005] lr: 1.5755e-02 eta: 3:08:23 time: 0.0748 data_time: 0.0021 memory: 1679 loss: 1.5401 2022/11/28 06:48:10 - mmengine - INFO - Epoch(train) [89][4200/5005] lr: 1.5735e-02 eta: 3:08:16 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.4331 2022/11/28 06:48:18 - mmengine - INFO - Epoch(train) [89][4300/5005] lr: 1.5716e-02 eta: 3:08:09 time: 0.0736 data_time: 0.0020 memory: 1679 loss: 1.4387 2022/11/28 06:48:26 - mmengine - INFO - Epoch(train) [89][4400/5005] lr: 1.5697e-02 eta: 3:08:02 time: 0.0746 data_time: 0.0020 memory: 1679 loss: 1.3235 2022/11/28 06:48:33 - mmengine - INFO - Epoch(train) [89][4500/5005] lr: 1.5678e-02 eta: 3:07:55 time: 0.0735 data_time: 0.0021 memory: 1679 loss: 1.5140 2022/11/28 06:48:38 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:48:41 - mmengine - INFO - Epoch(train) [89][4600/5005] lr: 1.5659e-02 eta: 3:07:47 time: 0.0735 data_time: 0.0020 memory: 1679 loss: 1.2984 2022/11/28 06:48:48 - mmengine - INFO - Epoch(train) [89][4700/5005] lr: 1.5640e-02 eta: 3:07:40 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.1276 2022/11/28 06:48:56 - mmengine - INFO - Epoch(train) [89][4800/5005] lr: 1.5621e-02 eta: 3:07:33 time: 0.0747 data_time: 0.0024 memory: 1679 loss: 1.3195 2022/11/28 06:49:03 - mmengine - INFO - Epoch(train) [89][4900/5005] lr: 1.5602e-02 eta: 3:07:26 time: 0.0743 data_time: 0.0025 memory: 1679 loss: 1.3191 2022/11/28 06:49:11 - mmengine - INFO - Epoch(train) [89][5000/5005] lr: 1.5583e-02 eta: 3:07:19 time: 0.0745 data_time: 0.0028 memory: 1679 loss: 1.6221 2022/11/28 06:49:11 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:49:11 - mmengine - INFO - Saving checkpoint at 89 epochs 2022/11/28 06:49:17 - mmengine - INFO - Epoch(val) [89][100/196] eta: 0:00:04 time: 0.0460 data_time: 0.0321 memory: 1679 2022/11/28 06:49:30 - mmengine - INFO - Epoch(val) [89][196/196] accuracy/top1: 70.3980 accuracy/top5: 89.8320 2022/11/28 06:49:38 - mmengine - INFO - Epoch(train) [90][ 100/5005] lr: 1.5563e-02 eta: 3:07:11 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.4057 2022/11/28 06:49:46 - mmengine - INFO - Epoch(train) [90][ 200/5005] lr: 1.5545e-02 eta: 3:07:04 time: 0.0735 data_time: 0.0023 memory: 1679 loss: 1.3296 2022/11/28 06:49:54 - mmengine - INFO - Epoch(train) [90][ 300/5005] lr: 1.5526e-02 eta: 3:06:57 time: 0.0750 data_time: 0.0021 memory: 1679 loss: 1.2922 2022/11/28 06:50:01 - mmengine - INFO - Epoch(train) [90][ 400/5005] lr: 1.5507e-02 eta: 3:06:50 time: 0.0742 data_time: 0.0020 memory: 1679 loss: 1.3428 2022/11/28 06:50:09 - mmengine - INFO - Epoch(train) [90][ 500/5005] lr: 1.5488e-02 eta: 3:06:43 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.2903 2022/11/28 06:50:13 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:50:16 - mmengine - INFO - Epoch(train) [90][ 600/5005] lr: 1.5469e-02 eta: 3:06:36 time: 0.0732 data_time: 0.0021 memory: 1679 loss: 1.0973 2022/11/28 06:50:24 - mmengine - INFO - Epoch(train) [90][ 700/5005] lr: 1.5450e-02 eta: 3:06:28 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.5337 2022/11/28 06:50:32 - mmengine - INFO - Epoch(train) [90][ 800/5005] lr: 1.5431e-02 eta: 3:06:21 time: 0.0756 data_time: 0.0022 memory: 1679 loss: 1.2740 2022/11/28 06:50:39 - mmengine - INFO - Epoch(train) [90][ 900/5005] lr: 1.5412e-02 eta: 3:06:14 time: 0.0729 data_time: 0.0020 memory: 1679 loss: 1.3202 2022/11/28 06:50:47 - mmengine - INFO - Epoch(train) [90][1000/5005] lr: 1.5393e-02 eta: 3:06:07 time: 0.0731 data_time: 0.0019 memory: 1679 loss: 1.4969 2022/11/28 06:50:54 - mmengine - INFO - Epoch(train) [90][1100/5005] lr: 1.5374e-02 eta: 3:06:00 time: 0.0741 data_time: 0.0019 memory: 1679 loss: 1.3575 2022/11/28 06:51:02 - mmengine - INFO - Epoch(train) [90][1200/5005] lr: 1.5355e-02 eta: 3:05:52 time: 0.0741 data_time: 0.0019 memory: 1679 loss: 1.3350 2022/11/28 06:51:10 - mmengine - INFO - Epoch(train) [90][1300/5005] lr: 1.5337e-02 eta: 3:05:45 time: 0.0743 data_time: 0.0027 memory: 1679 loss: 1.1804 2022/11/28 06:51:17 - mmengine - INFO - Epoch(train) [90][1400/5005] lr: 1.5318e-02 eta: 3:05:38 time: 0.0751 data_time: 0.0020 memory: 1679 loss: 1.5380 2022/11/28 06:51:25 - mmengine - INFO - Epoch(train) [90][1500/5005] lr: 1.5299e-02 eta: 3:05:31 time: 0.0741 data_time: 0.0026 memory: 1679 loss: 1.1960 2022/11/28 06:51:29 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:51:32 - mmengine - INFO - Epoch(train) [90][1600/5005] lr: 1.5280e-02 eta: 3:05:24 time: 0.0819 data_time: 0.0019 memory: 1679 loss: 1.3869 2022/11/28 06:51:40 - mmengine - INFO - Epoch(train) [90][1700/5005] lr: 1.5261e-02 eta: 3:05:17 time: 0.0738 data_time: 0.0019 memory: 1679 loss: 1.3918 2022/11/28 06:51:48 - mmengine - INFO - Epoch(train) [90][1800/5005] lr: 1.5243e-02 eta: 3:05:09 time: 0.0745 data_time: 0.0019 memory: 1679 loss: 1.3759 2022/11/28 06:51:55 - mmengine - INFO - Epoch(train) [90][1900/5005] lr: 1.5224e-02 eta: 3:05:02 time: 0.0748 data_time: 0.0019 memory: 1679 loss: 1.2942 2022/11/28 06:52:03 - mmengine - INFO - Epoch(train) [90][2000/5005] lr: 1.5205e-02 eta: 3:04:55 time: 0.0746 data_time: 0.0019 memory: 1679 loss: 1.2157 2022/11/28 06:52:10 - mmengine - INFO - Epoch(train) [90][2100/5005] lr: 1.5186e-02 eta: 3:04:48 time: 0.0736 data_time: 0.0020 memory: 1679 loss: 1.3818 2022/11/28 06:52:18 - mmengine - INFO - Epoch(train) [90][2200/5005] lr: 1.5167e-02 eta: 3:04:41 time: 0.0740 data_time: 0.0023 memory: 1679 loss: 1.4853 2022/11/28 06:52:26 - mmengine - INFO - Epoch(train) [90][2300/5005] lr: 1.5149e-02 eta: 3:04:34 time: 0.0744 data_time: 0.0019 memory: 1679 loss: 1.1067 2022/11/28 06:52:33 - mmengine - INFO - Epoch(train) [90][2400/5005] lr: 1.5130e-02 eta: 3:04:26 time: 0.0745 data_time: 0.0019 memory: 1679 loss: 1.3024 2022/11/28 06:52:41 - mmengine - INFO - Epoch(train) [90][2500/5005] lr: 1.5111e-02 eta: 3:04:19 time: 0.0747 data_time: 0.0026 memory: 1679 loss: 1.3109 2022/11/28 06:52:45 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:52:48 - mmengine - INFO - Epoch(train) [90][2600/5005] lr: 1.5092e-02 eta: 3:04:12 time: 0.0742 data_time: 0.0021 memory: 1679 loss: 1.3993 2022/11/28 06:52:56 - mmengine - INFO - Epoch(train) [90][2700/5005] lr: 1.5074e-02 eta: 3:04:05 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 1.1556 2022/11/28 06:53:04 - mmengine - INFO - Epoch(train) [90][2800/5005] lr: 1.5055e-02 eta: 3:03:58 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.2972 2022/11/28 06:53:11 - mmengine - INFO - Epoch(train) [90][2900/5005] lr: 1.5036e-02 eta: 3:03:51 time: 0.0741 data_time: 0.0020 memory: 1679 loss: 1.2436 2022/11/28 06:53:19 - mmengine - INFO - Epoch(train) [90][3000/5005] lr: 1.5018e-02 eta: 3:03:43 time: 0.0740 data_time: 0.0025 memory: 1679 loss: 1.3996 2022/11/28 06:53:26 - mmengine - INFO - Epoch(train) [90][3100/5005] lr: 1.4999e-02 eta: 3:03:36 time: 0.0731 data_time: 0.0024 memory: 1679 loss: 1.4392 2022/11/28 06:53:34 - mmengine - INFO - Epoch(train) [90][3200/5005] lr: 1.4980e-02 eta: 3:03:29 time: 0.0731 data_time: 0.0023 memory: 1679 loss: 1.3649 2022/11/28 06:53:41 - mmengine - INFO - Epoch(train) [90][3300/5005] lr: 1.4962e-02 eta: 3:03:22 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.5731 2022/11/28 06:53:49 - mmengine - INFO - Epoch(train) [90][3400/5005] lr: 1.4943e-02 eta: 3:03:15 time: 0.0747 data_time: 0.0023 memory: 1679 loss: 1.2960 2022/11/28 06:53:57 - mmengine - INFO - Epoch(train) [90][3500/5005] lr: 1.4924e-02 eta: 3:03:08 time: 0.0734 data_time: 0.0021 memory: 1679 loss: 1.2542 2022/11/28 06:54:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:54:04 - mmengine - INFO - Epoch(train) [90][3600/5005] lr: 1.4906e-02 eta: 3:03:00 time: 0.0741 data_time: 0.0026 memory: 1679 loss: 1.4238 2022/11/28 06:54:12 - mmengine - INFO - Epoch(train) [90][3700/5005] lr: 1.4887e-02 eta: 3:02:53 time: 0.0747 data_time: 0.0020 memory: 1679 loss: 1.4513 2022/11/28 06:54:19 - mmengine - INFO - Epoch(train) [90][3800/5005] lr: 1.4868e-02 eta: 3:02:46 time: 0.0748 data_time: 0.0021 memory: 1679 loss: 1.4053 2022/11/28 06:54:27 - mmengine - INFO - Epoch(train) [90][3900/5005] lr: 1.4850e-02 eta: 3:02:39 time: 0.0734 data_time: 0.0021 memory: 1679 loss: 1.2480 2022/11/28 06:54:35 - mmengine - INFO - Epoch(train) [90][4000/5005] lr: 1.4831e-02 eta: 3:02:32 time: 0.0739 data_time: 0.0021 memory: 1679 loss: 1.4377 2022/11/28 06:54:42 - mmengine - INFO - Epoch(train) [90][4100/5005] lr: 1.4813e-02 eta: 3:02:24 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.5115 2022/11/28 06:54:50 - mmengine - INFO - Epoch(train) [90][4200/5005] lr: 1.4794e-02 eta: 3:02:17 time: 0.0741 data_time: 0.0020 memory: 1679 loss: 1.3054 2022/11/28 06:54:57 - mmengine - INFO - Epoch(train) [90][4300/5005] lr: 1.4775e-02 eta: 3:02:10 time: 0.0742 data_time: 0.0021 memory: 1679 loss: 1.3112 2022/11/28 06:55:05 - mmengine - INFO - Epoch(train) [90][4400/5005] lr: 1.4757e-02 eta: 3:02:03 time: 0.0730 data_time: 0.0022 memory: 1679 loss: 1.4041 2022/11/28 06:55:13 - mmengine - INFO - Epoch(train) [90][4500/5005] lr: 1.4738e-02 eta: 3:01:56 time: 0.0816 data_time: 0.0025 memory: 1679 loss: 1.4501 2022/11/28 06:55:17 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:55:20 - mmengine - INFO - Epoch(train) [90][4600/5005] lr: 1.4720e-02 eta: 3:01:49 time: 0.0741 data_time: 0.0021 memory: 1679 loss: 1.3253 2022/11/28 06:55:28 - mmengine - INFO - Epoch(train) [90][4700/5005] lr: 1.4701e-02 eta: 3:01:41 time: 0.0741 data_time: 0.0020 memory: 1679 loss: 1.5095 2022/11/28 06:55:35 - mmengine - INFO - Epoch(train) [90][4800/5005] lr: 1.4683e-02 eta: 3:01:34 time: 0.0737 data_time: 0.0021 memory: 1679 loss: 1.3587 2022/11/28 06:55:43 - mmengine - INFO - Epoch(train) [90][4900/5005] lr: 1.4664e-02 eta: 3:01:27 time: 0.0745 data_time: 0.0020 memory: 1679 loss: 1.5851 2022/11/28 06:55:50 - mmengine - INFO - Epoch(train) [90][5000/5005] lr: 1.4646e-02 eta: 3:01:20 time: 0.0745 data_time: 0.0030 memory: 1679 loss: 1.3141 2022/11/28 06:55:51 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:55:51 - mmengine - INFO - Saving checkpoint at 90 epochs 2022/11/28 06:55:56 - mmengine - INFO - Epoch(val) [90][100/196] eta: 0:00:03 time: 0.0395 data_time: 0.0257 memory: 1679 2022/11/28 06:56:09 - mmengine - INFO - Epoch(val) [90][196/196] accuracy/top1: 70.6580 accuracy/top5: 90.0480 2022/11/28 06:56:17 - mmengine - INFO - Epoch(train) [91][ 100/5005] lr: 1.4626e-02 eta: 3:01:12 time: 0.0736 data_time: 0.0021 memory: 1679 loss: 1.2067 2022/11/28 06:56:25 - mmengine - INFO - Epoch(train) [91][ 200/5005] lr: 1.4608e-02 eta: 3:01:05 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.3968 2022/11/28 06:56:32 - mmengine - INFO - Epoch(train) [91][ 300/5005] lr: 1.4589e-02 eta: 3:00:58 time: 0.0742 data_time: 0.0020 memory: 1679 loss: 1.2769 2022/11/28 06:56:40 - mmengine - INFO - Epoch(train) [91][ 400/5005] lr: 1.4571e-02 eta: 3:00:51 time: 0.0731 data_time: 0.0022 memory: 1679 loss: 1.4527 2022/11/28 06:56:47 - mmengine - INFO - Epoch(train) [91][ 500/5005] lr: 1.4552e-02 eta: 3:00:44 time: 0.0742 data_time: 0.0020 memory: 1679 loss: 1.3249 2022/11/28 06:56:51 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:56:55 - mmengine - INFO - Epoch(train) [91][ 600/5005] lr: 1.4534e-02 eta: 3:00:36 time: 0.0742 data_time: 0.0020 memory: 1679 loss: 1.2167 2022/11/28 06:57:03 - mmengine - INFO - Epoch(train) [91][ 700/5005] lr: 1.4516e-02 eta: 3:00:29 time: 0.0747 data_time: 0.0019 memory: 1679 loss: 1.3352 2022/11/28 06:57:10 - mmengine - INFO - Epoch(train) [91][ 800/5005] lr: 1.4497e-02 eta: 3:00:22 time: 0.0731 data_time: 0.0021 memory: 1679 loss: 1.1890 2022/11/28 06:57:18 - mmengine - INFO - Epoch(train) [91][ 900/5005] lr: 1.4479e-02 eta: 3:00:15 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 1.3880 2022/11/28 06:57:25 - mmengine - INFO - Epoch(train) [91][1000/5005] lr: 1.4460e-02 eta: 3:00:08 time: 0.0747 data_time: 0.0027 memory: 1679 loss: 1.1809 2022/11/28 06:57:33 - mmengine - INFO - Epoch(train) [91][1100/5005] lr: 1.4442e-02 eta: 3:00:01 time: 0.0739 data_time: 0.0026 memory: 1679 loss: 1.3400 2022/11/28 06:57:41 - mmengine - INFO - Epoch(train) [91][1200/5005] lr: 1.4424e-02 eta: 2:59:53 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.2861 2022/11/28 06:57:48 - mmengine - INFO - Epoch(train) [91][1300/5005] lr: 1.4405e-02 eta: 2:59:46 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.2507 2022/11/28 06:57:56 - mmengine - INFO - Epoch(train) [91][1400/5005] lr: 1.4387e-02 eta: 2:59:39 time: 0.0730 data_time: 0.0021 memory: 1679 loss: 1.4021 2022/11/28 06:58:03 - mmengine - INFO - Epoch(train) [91][1500/5005] lr: 1.4369e-02 eta: 2:59:32 time: 0.0734 data_time: 0.0021 memory: 1679 loss: 1.5104 2022/11/28 06:58:07 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:58:11 - mmengine - INFO - Epoch(train) [91][1600/5005] lr: 1.4350e-02 eta: 2:59:25 time: 0.0735 data_time: 0.0021 memory: 1679 loss: 1.3258 2022/11/28 06:58:19 - mmengine - INFO - Epoch(train) [91][1700/5005] lr: 1.4332e-02 eta: 2:59:18 time: 0.0828 data_time: 0.0020 memory: 1679 loss: 1.4922 2022/11/28 06:58:26 - mmengine - INFO - Epoch(train) [91][1800/5005] lr: 1.4314e-02 eta: 2:59:10 time: 0.0736 data_time: 0.0020 memory: 1679 loss: 1.2616 2022/11/28 06:58:34 - mmengine - INFO - Epoch(train) [91][1900/5005] lr: 1.4295e-02 eta: 2:59:03 time: 0.0742 data_time: 0.0026 memory: 1679 loss: 1.3524 2022/11/28 06:58:41 - mmengine - INFO - Epoch(train) [91][2000/5005] lr: 1.4277e-02 eta: 2:58:56 time: 0.0737 data_time: 0.0021 memory: 1679 loss: 1.2041 2022/11/28 06:58:49 - mmengine - INFO - Epoch(train) [91][2100/5005] lr: 1.4259e-02 eta: 2:58:49 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.6012 2022/11/28 06:58:56 - mmengine - INFO - Epoch(train) [91][2200/5005] lr: 1.4240e-02 eta: 2:58:42 time: 0.0734 data_time: 0.0020 memory: 1679 loss: 1.0674 2022/11/28 06:59:04 - mmengine - INFO - Epoch(train) [91][2300/5005] lr: 1.4222e-02 eta: 2:58:34 time: 0.0728 data_time: 0.0020 memory: 1679 loss: 1.4942 2022/11/28 06:59:12 - mmengine - INFO - Epoch(train) [91][2400/5005] lr: 1.4204e-02 eta: 2:58:27 time: 0.0743 data_time: 0.0028 memory: 1679 loss: 1.3130 2022/11/28 06:59:19 - mmengine - INFO - Epoch(train) [91][2500/5005] lr: 1.4186e-02 eta: 2:58:20 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.2953 2022/11/28 06:59:23 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 06:59:27 - mmengine - INFO - Epoch(train) [91][2600/5005] lr: 1.4167e-02 eta: 2:58:13 time: 0.0753 data_time: 0.0019 memory: 1679 loss: 1.3639 2022/11/28 06:59:34 - mmengine - INFO - Epoch(train) [91][2700/5005] lr: 1.4149e-02 eta: 2:58:06 time: 0.0745 data_time: 0.0027 memory: 1679 loss: 1.3652 2022/11/28 06:59:42 - mmengine - INFO - Epoch(train) [91][2800/5005] lr: 1.4131e-02 eta: 2:57:58 time: 0.0739 data_time: 0.0021 memory: 1679 loss: 1.4981 2022/11/28 06:59:49 - mmengine - INFO - Epoch(train) [91][2900/5005] lr: 1.4113e-02 eta: 2:57:51 time: 0.0733 data_time: 0.0022 memory: 1679 loss: 1.2196 2022/11/28 06:59:57 - mmengine - INFO - Epoch(train) [91][3000/5005] lr: 1.4094e-02 eta: 2:57:44 time: 0.0742 data_time: 0.0019 memory: 1679 loss: 1.3818 2022/11/28 07:00:05 - mmengine - INFO - Epoch(train) [91][3100/5005] lr: 1.4076e-02 eta: 2:57:37 time: 0.0740 data_time: 0.0019 memory: 1679 loss: 1.3786 2022/11/28 07:00:12 - mmengine - INFO - Epoch(train) [91][3200/5005] lr: 1.4058e-02 eta: 2:57:30 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.2809 2022/11/28 07:00:20 - mmengine - INFO - Epoch(train) [91][3300/5005] lr: 1.4040e-02 eta: 2:57:23 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.5370 2022/11/28 07:00:28 - mmengine - INFO - Epoch(train) [91][3400/5005] lr: 1.4022e-02 eta: 2:57:15 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.2879 2022/11/28 07:00:35 - mmengine - INFO - Epoch(train) [91][3500/5005] lr: 1.4004e-02 eta: 2:57:08 time: 0.0746 data_time: 0.0030 memory: 1679 loss: 1.3836 2022/11/28 07:00:39 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:00:43 - mmengine - INFO - Epoch(train) [91][3600/5005] lr: 1.3985e-02 eta: 2:57:01 time: 0.0743 data_time: 0.0020 memory: 1679 loss: 1.1369 2022/11/28 07:00:50 - mmengine - INFO - Epoch(train) [91][3700/5005] lr: 1.3967e-02 eta: 2:56:54 time: 0.0745 data_time: 0.0020 memory: 1679 loss: 1.3130 2022/11/28 07:00:58 - mmengine - INFO - Epoch(train) [91][3800/5005] lr: 1.3949e-02 eta: 2:56:47 time: 0.0737 data_time: 0.0026 memory: 1679 loss: 1.2749 2022/11/28 07:01:05 - mmengine - INFO - Epoch(train) [91][3900/5005] lr: 1.3931e-02 eta: 2:56:39 time: 0.0741 data_time: 0.0020 memory: 1679 loss: 1.4446 2022/11/28 07:01:13 - mmengine - INFO - Epoch(train) [91][4000/5005] lr: 1.3913e-02 eta: 2:56:32 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 1.5488 2022/11/28 07:01:21 - mmengine - INFO - Epoch(train) [91][4100/5005] lr: 1.3895e-02 eta: 2:56:25 time: 0.0737 data_time: 0.0021 memory: 1679 loss: 1.3564 2022/11/28 07:01:28 - mmengine - INFO - Epoch(train) [91][4200/5005] lr: 1.3877e-02 eta: 2:56:18 time: 0.0732 data_time: 0.0024 memory: 1679 loss: 1.4019 2022/11/28 07:01:36 - mmengine - INFO - Epoch(train) [91][4300/5005] lr: 1.3859e-02 eta: 2:56:11 time: 0.0741 data_time: 0.0020 memory: 1679 loss: 1.1960 2022/11/28 07:01:43 - mmengine - INFO - Epoch(train) [91][4400/5005] lr: 1.3841e-02 eta: 2:56:04 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.5743 2022/11/28 07:01:51 - mmengine - INFO - Epoch(train) [91][4500/5005] lr: 1.3823e-02 eta: 2:55:56 time: 0.0741 data_time: 0.0021 memory: 1679 loss: 1.3339 2022/11/28 07:01:55 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:01:58 - mmengine - INFO - Epoch(train) [91][4600/5005] lr: 1.3804e-02 eta: 2:55:49 time: 0.0734 data_time: 0.0021 memory: 1679 loss: 1.4563 2022/11/28 07:02:06 - mmengine - INFO - Epoch(train) [91][4700/5005] lr: 1.3786e-02 eta: 2:55:42 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.2982 2022/11/28 07:02:14 - mmengine - INFO - Epoch(train) [91][4800/5005] lr: 1.3768e-02 eta: 2:55:35 time: 0.0753 data_time: 0.0020 memory: 1679 loss: 1.3995 2022/11/28 07:02:21 - mmengine - INFO - Epoch(train) [91][4900/5005] lr: 1.3750e-02 eta: 2:55:28 time: 0.0806 data_time: 0.0020 memory: 1679 loss: 1.4458 2022/11/28 07:02:29 - mmengine - INFO - Epoch(train) [91][5000/5005] lr: 1.3732e-02 eta: 2:55:20 time: 0.0750 data_time: 0.0029 memory: 1679 loss: 1.4962 2022/11/28 07:02:29 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:02:29 - mmengine - INFO - Saving checkpoint at 91 epochs 2022/11/28 07:02:35 - mmengine - INFO - Epoch(val) [91][100/196] eta: 0:00:04 time: 0.0463 data_time: 0.0222 memory: 1679 2022/11/28 07:02:48 - mmengine - INFO - Epoch(val) [91][196/196] accuracy/top1: 70.7060 accuracy/top5: 90.2400 2022/11/28 07:02:56 - mmengine - INFO - Epoch(train) [92][ 100/5005] lr: 1.3713e-02 eta: 2:55:13 time: 0.0745 data_time: 0.0020 memory: 1679 loss: 1.2240 2022/11/28 07:03:03 - mmengine - INFO - Epoch(train) [92][ 200/5005] lr: 1.3695e-02 eta: 2:55:06 time: 0.0744 data_time: 0.0025 memory: 1679 loss: 1.2156 2022/11/28 07:03:11 - mmengine - INFO - Epoch(train) [92][ 300/5005] lr: 1.3677e-02 eta: 2:54:59 time: 0.0754 data_time: 0.0020 memory: 1679 loss: 1.2403 2022/11/28 07:03:19 - mmengine - INFO - Epoch(train) [92][ 400/5005] lr: 1.3660e-02 eta: 2:54:51 time: 0.0812 data_time: 0.0027 memory: 1679 loss: 1.3632 2022/11/28 07:03:26 - mmengine - INFO - Epoch(train) [92][ 500/5005] lr: 1.3642e-02 eta: 2:54:44 time: 0.0745 data_time: 0.0025 memory: 1679 loss: 1.3332 2022/11/28 07:03:30 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:03:34 - mmengine - INFO - Epoch(train) [92][ 600/5005] lr: 1.3624e-02 eta: 2:54:37 time: 0.0760 data_time: 0.0020 memory: 1679 loss: 1.3326 2022/11/28 07:03:42 - mmengine - INFO - Epoch(train) [92][ 700/5005] lr: 1.3606e-02 eta: 2:54:30 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.2952 2022/11/28 07:03:49 - mmengine - INFO - Epoch(train) [92][ 800/5005] lr: 1.3588e-02 eta: 2:54:23 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.0507 2022/11/28 07:03:57 - mmengine - INFO - Epoch(train) [92][ 900/5005] lr: 1.3570e-02 eta: 2:54:16 time: 0.0737 data_time: 0.0026 memory: 1679 loss: 1.3769 2022/11/28 07:04:04 - mmengine - INFO - Epoch(train) [92][1000/5005] lr: 1.3552e-02 eta: 2:54:08 time: 0.0742 data_time: 0.0020 memory: 1679 loss: 1.2548 2022/11/28 07:04:12 - mmengine - INFO - Epoch(train) [92][1100/5005] lr: 1.3534e-02 eta: 2:54:01 time: 0.0743 data_time: 0.0020 memory: 1679 loss: 1.3256 2022/11/28 07:04:19 - mmengine - INFO - Epoch(train) [92][1200/5005] lr: 1.3516e-02 eta: 2:53:54 time: 0.0742 data_time: 0.0020 memory: 1679 loss: 1.5433 2022/11/28 07:04:27 - mmengine - INFO - Epoch(train) [92][1300/5005] lr: 1.3498e-02 eta: 2:53:47 time: 0.0741 data_time: 0.0026 memory: 1679 loss: 1.3868 2022/11/28 07:04:34 - mmengine - INFO - Epoch(train) [92][1400/5005] lr: 1.3480e-02 eta: 2:53:40 time: 0.0748 data_time: 0.0020 memory: 1679 loss: 1.4508 2022/11/28 07:04:42 - mmengine - INFO - Epoch(train) [92][1500/5005] lr: 1.3463e-02 eta: 2:53:32 time: 0.0743 data_time: 0.0021 memory: 1679 loss: 1.3484 2022/11/28 07:04:45 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:04:50 - mmengine - INFO - Epoch(train) [92][1600/5005] lr: 1.3445e-02 eta: 2:53:25 time: 0.0738 data_time: 0.0025 memory: 1679 loss: 1.3990 2022/11/28 07:04:57 - mmengine - INFO - Epoch(train) [92][1700/5005] lr: 1.3427e-02 eta: 2:53:18 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.5453 2022/11/28 07:05:05 - mmengine - INFO - Epoch(train) [92][1800/5005] lr: 1.3409e-02 eta: 2:53:11 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.4087 2022/11/28 07:05:12 - mmengine - INFO - Epoch(train) [92][1900/5005] lr: 1.3391e-02 eta: 2:53:04 time: 0.0734 data_time: 0.0023 memory: 1679 loss: 1.2262 2022/11/28 07:05:20 - mmengine - INFO - Epoch(train) [92][2000/5005] lr: 1.3373e-02 eta: 2:52:56 time: 0.0735 data_time: 0.0021 memory: 1679 loss: 1.1910 2022/11/28 07:05:27 - mmengine - INFO - Epoch(train) [92][2100/5005] lr: 1.3356e-02 eta: 2:52:49 time: 0.0742 data_time: 0.0025 memory: 1679 loss: 1.4158 2022/11/28 07:05:35 - mmengine - INFO - Epoch(train) [92][2200/5005] lr: 1.3338e-02 eta: 2:52:42 time: 0.0752 data_time: 0.0020 memory: 1679 loss: 1.3509 2022/11/28 07:05:43 - mmengine - INFO - Epoch(train) [92][2300/5005] lr: 1.3320e-02 eta: 2:52:35 time: 0.0733 data_time: 0.0020 memory: 1679 loss: 1.3090 2022/11/28 07:05:50 - mmengine - INFO - Epoch(train) [92][2400/5005] lr: 1.3302e-02 eta: 2:52:28 time: 0.0743 data_time: 0.0021 memory: 1679 loss: 1.2852 2022/11/28 07:05:58 - mmengine - INFO - Epoch(train) [92][2500/5005] lr: 1.3284e-02 eta: 2:52:20 time: 0.0742 data_time: 0.0023 memory: 1679 loss: 1.1965 2022/11/28 07:06:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:06:05 - mmengine - INFO - Epoch(train) [92][2600/5005] lr: 1.3267e-02 eta: 2:52:13 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.3038 2022/11/28 07:06:13 - mmengine - INFO - Epoch(train) [92][2700/5005] lr: 1.3249e-02 eta: 2:52:06 time: 0.0747 data_time: 0.0027 memory: 1679 loss: 1.2467 2022/11/28 07:06:21 - mmengine - INFO - Epoch(train) [92][2800/5005] lr: 1.3231e-02 eta: 2:51:59 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.2482 2022/11/28 07:06:28 - mmengine - INFO - Epoch(train) [92][2900/5005] lr: 1.3214e-02 eta: 2:51:52 time: 0.0742 data_time: 0.0021 memory: 1679 loss: 1.3355 2022/11/28 07:06:36 - mmengine - INFO - Epoch(train) [92][3000/5005] lr: 1.3196e-02 eta: 2:51:45 time: 0.0758 data_time: 0.0020 memory: 1679 loss: 1.3597 2022/11/28 07:06:43 - mmengine - INFO - Epoch(train) [92][3100/5005] lr: 1.3178e-02 eta: 2:51:37 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.3380 2022/11/28 07:06:51 - mmengine - INFO - Epoch(train) [92][3200/5005] lr: 1.3160e-02 eta: 2:51:30 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.3541 2022/11/28 07:06:58 - mmengine - INFO - Epoch(train) [92][3300/5005] lr: 1.3143e-02 eta: 2:51:23 time: 0.0749 data_time: 0.0021 memory: 1679 loss: 1.3664 2022/11/28 07:07:06 - mmengine - INFO - Epoch(train) [92][3400/5005] lr: 1.3125e-02 eta: 2:51:16 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.3037 2022/11/28 07:07:14 - mmengine - INFO - Epoch(train) [92][3500/5005] lr: 1.3107e-02 eta: 2:51:09 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.1458 2022/11/28 07:07:17 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:07:21 - mmengine - INFO - Epoch(train) [92][3600/5005] lr: 1.3090e-02 eta: 2:51:01 time: 0.0754 data_time: 0.0020 memory: 1679 loss: 1.3297 2022/11/28 07:07:29 - mmengine - INFO - Epoch(train) [92][3700/5005] lr: 1.3072e-02 eta: 2:50:54 time: 0.0798 data_time: 0.0023 memory: 1679 loss: 1.3214 2022/11/28 07:07:37 - mmengine - INFO - Epoch(train) [92][3800/5005] lr: 1.3055e-02 eta: 2:50:47 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.5972 2022/11/28 07:07:44 - mmengine - INFO - Epoch(train) [92][3900/5005] lr: 1.3037e-02 eta: 2:50:40 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 1.2824 2022/11/28 07:07:52 - mmengine - INFO - Epoch(train) [92][4000/5005] lr: 1.3019e-02 eta: 2:50:33 time: 0.0732 data_time: 0.0021 memory: 1679 loss: 1.2896 2022/11/28 07:07:59 - mmengine - INFO - Epoch(train) [92][4100/5005] lr: 1.3002e-02 eta: 2:50:26 time: 0.0731 data_time: 0.0020 memory: 1679 loss: 1.4527 2022/11/28 07:08:07 - mmengine - INFO - Epoch(train) [92][4200/5005] lr: 1.2984e-02 eta: 2:50:18 time: 0.0745 data_time: 0.0027 memory: 1679 loss: 1.3989 2022/11/28 07:08:14 - mmengine - INFO - Epoch(train) [92][4300/5005] lr: 1.2967e-02 eta: 2:50:11 time: 0.0739 data_time: 0.0021 memory: 1679 loss: 1.1877 2022/11/28 07:08:22 - mmengine - INFO - Epoch(train) [92][4400/5005] lr: 1.2949e-02 eta: 2:50:04 time: 0.0751 data_time: 0.0024 memory: 1679 loss: 1.3812 2022/11/28 07:08:30 - mmengine - INFO - Epoch(train) [92][4500/5005] lr: 1.2931e-02 eta: 2:49:57 time: 0.0740 data_time: 0.0022 memory: 1679 loss: 1.2837 2022/11/28 07:08:33 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:08:37 - mmengine - INFO - Epoch(train) [92][4600/5005] lr: 1.2914e-02 eta: 2:49:50 time: 0.0741 data_time: 0.0030 memory: 1679 loss: 1.4591 2022/11/28 07:08:45 - mmengine - INFO - Epoch(train) [92][4700/5005] lr: 1.2896e-02 eta: 2:49:42 time: 0.0739 data_time: 0.0026 memory: 1679 loss: 1.6269 2022/11/28 07:08:52 - mmengine - INFO - Epoch(train) [92][4800/5005] lr: 1.2879e-02 eta: 2:49:35 time: 0.0739 data_time: 0.0027 memory: 1679 loss: 1.3350 2022/11/28 07:09:00 - mmengine - INFO - Epoch(train) [92][4900/5005] lr: 1.2861e-02 eta: 2:49:28 time: 0.0753 data_time: 0.0028 memory: 1679 loss: 1.3309 2022/11/28 07:09:08 - mmengine - INFO - Epoch(train) [92][5000/5005] lr: 1.2844e-02 eta: 2:49:21 time: 0.0747 data_time: 0.0036 memory: 1679 loss: 1.3538 2022/11/28 07:09:08 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:09:08 - mmengine - INFO - Saving checkpoint at 92 epochs 2022/11/28 07:09:13 - mmengine - INFO - Epoch(val) [92][100/196] eta: 0:00:04 time: 0.0402 data_time: 0.0266 memory: 1679 2022/11/28 07:09:27 - mmengine - INFO - Epoch(val) [92][196/196] accuracy/top1: 70.9440 accuracy/top5: 90.2480 2022/11/28 07:09:35 - mmengine - INFO - Epoch(train) [93][ 100/5005] lr: 1.2825e-02 eta: 2:49:13 time: 0.0737 data_time: 0.0021 memory: 1679 loss: 1.4573 2022/11/28 07:09:43 - mmengine - INFO - Epoch(train) [93][ 200/5005] lr: 1.2808e-02 eta: 2:49:06 time: 0.0752 data_time: 0.0020 memory: 1679 loss: 1.1684 2022/11/28 07:09:50 - mmengine - INFO - Epoch(train) [93][ 300/5005] lr: 1.2790e-02 eta: 2:48:59 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.1548 2022/11/28 07:09:58 - mmengine - INFO - Epoch(train) [93][ 400/5005] lr: 1.2773e-02 eta: 2:48:52 time: 0.0752 data_time: 0.0021 memory: 1679 loss: 1.4549 2022/11/28 07:10:06 - mmengine - INFO - Epoch(train) [93][ 500/5005] lr: 1.2756e-02 eta: 2:48:45 time: 0.0743 data_time: 0.0021 memory: 1679 loss: 1.3141 2022/11/28 07:10:09 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:10:13 - mmengine - INFO - Epoch(train) [93][ 600/5005] lr: 1.2738e-02 eta: 2:48:37 time: 0.0737 data_time: 0.0022 memory: 1679 loss: 1.3859 2022/11/28 07:10:21 - mmengine - INFO - Epoch(train) [93][ 700/5005] lr: 1.2721e-02 eta: 2:48:30 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.2041 2022/11/28 07:10:28 - mmengine - INFO - Epoch(train) [93][ 800/5005] lr: 1.2703e-02 eta: 2:48:23 time: 0.0746 data_time: 0.0028 memory: 1679 loss: 1.2422 2022/11/28 07:10:36 - mmengine - INFO - Epoch(train) [93][ 900/5005] lr: 1.2686e-02 eta: 2:48:16 time: 0.0743 data_time: 0.0020 memory: 1679 loss: 1.3295 2022/11/28 07:10:43 - mmengine - INFO - Epoch(train) [93][1000/5005] lr: 1.2668e-02 eta: 2:48:09 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.3451 2022/11/28 07:10:51 - mmengine - INFO - Epoch(train) [93][1100/5005] lr: 1.2651e-02 eta: 2:48:01 time: 0.0743 data_time: 0.0026 memory: 1679 loss: 1.1816 2022/11/28 07:10:59 - mmengine - INFO - Epoch(train) [93][1200/5005] lr: 1.2634e-02 eta: 2:47:54 time: 0.0744 data_time: 0.0025 memory: 1679 loss: 1.2414 2022/11/28 07:11:06 - mmengine - INFO - Epoch(train) [93][1300/5005] lr: 1.2616e-02 eta: 2:47:47 time: 0.0750 data_time: 0.0027 memory: 1679 loss: 1.3054 2022/11/28 07:11:14 - mmengine - INFO - Epoch(train) [93][1400/5005] lr: 1.2599e-02 eta: 2:47:40 time: 0.0744 data_time: 0.0026 memory: 1679 loss: 1.3238 2022/11/28 07:11:22 - mmengine - INFO - Epoch(train) [93][1500/5005] lr: 1.2582e-02 eta: 2:47:33 time: 0.0744 data_time: 0.0029 memory: 1679 loss: 1.1967 2022/11/28 07:11:25 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:11:29 - mmengine - INFO - Epoch(train) [93][1600/5005] lr: 1.2564e-02 eta: 2:47:26 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 1.2703 2022/11/28 07:11:37 - mmengine - INFO - Epoch(train) [93][1700/5005] lr: 1.2547e-02 eta: 2:47:18 time: 0.0745 data_time: 0.0021 memory: 1679 loss: 1.4479 2022/11/28 07:11:45 - mmengine - INFO - Epoch(train) [93][1800/5005] lr: 1.2530e-02 eta: 2:47:11 time: 0.0746 data_time: 0.0020 memory: 1679 loss: 1.4041 2022/11/28 07:11:52 - mmengine - INFO - Epoch(train) [93][1900/5005] lr: 1.2512e-02 eta: 2:47:04 time: 0.0751 data_time: 0.0020 memory: 1679 loss: 1.2657 2022/11/28 07:12:00 - mmengine - INFO - Epoch(train) [93][2000/5005] lr: 1.2495e-02 eta: 2:46:57 time: 0.0746 data_time: 0.0027 memory: 1679 loss: 1.3970 2022/11/28 07:12:08 - mmengine - INFO - Epoch(train) [93][2100/5005] lr: 1.2478e-02 eta: 2:46:50 time: 0.0748 data_time: 0.0020 memory: 1679 loss: 1.5274 2022/11/28 07:12:15 - mmengine - INFO - Epoch(train) [93][2200/5005] lr: 1.2460e-02 eta: 2:46:43 time: 0.0743 data_time: 0.0029 memory: 1679 loss: 1.2306 2022/11/28 07:12:23 - mmengine - INFO - Epoch(train) [93][2300/5005] lr: 1.2443e-02 eta: 2:46:35 time: 0.0751 data_time: 0.0028 memory: 1679 loss: 1.3984 2022/11/28 07:12:31 - mmengine - INFO - Epoch(train) [93][2400/5005] lr: 1.2426e-02 eta: 2:46:28 time: 0.0745 data_time: 0.0020 memory: 1679 loss: 1.2445 2022/11/28 07:12:38 - mmengine - INFO - Epoch(train) [93][2500/5005] lr: 1.2409e-02 eta: 2:46:21 time: 0.0745 data_time: 0.0021 memory: 1679 loss: 1.1655 2022/11/28 07:12:41 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:12:46 - mmengine - INFO - Epoch(train) [93][2600/5005] lr: 1.2391e-02 eta: 2:46:14 time: 0.0751 data_time: 0.0021 memory: 1679 loss: 1.3102 2022/11/28 07:12:54 - mmengine - INFO - Epoch(train) [93][2700/5005] lr: 1.2374e-02 eta: 2:46:07 time: 0.0737 data_time: 0.0020 memory: 1679 loss: 1.5008 2022/11/28 07:13:01 - mmengine - INFO - Epoch(train) [93][2800/5005] lr: 1.2357e-02 eta: 2:45:59 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.3096 2022/11/28 07:13:09 - mmengine - INFO - Epoch(train) [93][2900/5005] lr: 1.2340e-02 eta: 2:45:52 time: 0.0748 data_time: 0.0029 memory: 1679 loss: 1.2186 2022/11/28 07:13:16 - mmengine - INFO - Epoch(train) [93][3000/5005] lr: 1.2323e-02 eta: 2:45:45 time: 0.0737 data_time: 0.0028 memory: 1679 loss: 1.4347 2022/11/28 07:13:24 - mmengine - INFO - Epoch(train) [93][3100/5005] lr: 1.2305e-02 eta: 2:45:38 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.2898 2022/11/28 07:13:32 - mmengine - INFO - Epoch(train) [93][3200/5005] lr: 1.2288e-02 eta: 2:45:31 time: 0.0752 data_time: 0.0027 memory: 1679 loss: 1.3271 2022/11/28 07:13:39 - mmengine - INFO - Epoch(train) [93][3300/5005] lr: 1.2271e-02 eta: 2:45:24 time: 0.0738 data_time: 0.0027 memory: 1679 loss: 1.5512 2022/11/28 07:13:47 - mmengine - INFO - Epoch(train) [93][3400/5005] lr: 1.2254e-02 eta: 2:45:16 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.2341 2022/11/28 07:13:54 - mmengine - INFO - Epoch(train) [93][3500/5005] lr: 1.2237e-02 eta: 2:45:09 time: 0.0750 data_time: 0.0023 memory: 1679 loss: 1.0946 2022/11/28 07:13:57 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:14:02 - mmengine - INFO - Epoch(train) [93][3600/5005] lr: 1.2220e-02 eta: 2:45:02 time: 0.0743 data_time: 0.0021 memory: 1679 loss: 1.3384 2022/11/28 07:14:10 - mmengine - INFO - Epoch(train) [93][3700/5005] lr: 1.2202e-02 eta: 2:44:55 time: 0.0815 data_time: 0.0020 memory: 1679 loss: 1.4431 2022/11/28 07:14:17 - mmengine - INFO - Epoch(train) [93][3800/5005] lr: 1.2185e-02 eta: 2:44:48 time: 0.0745 data_time: 0.0027 memory: 1679 loss: 1.3211 2022/11/28 07:14:25 - mmengine - INFO - Epoch(train) [93][3900/5005] lr: 1.2168e-02 eta: 2:44:40 time: 0.0751 data_time: 0.0021 memory: 1679 loss: 1.3560 2022/11/28 07:14:33 - mmengine - INFO - Epoch(train) [93][4000/5005] lr: 1.2151e-02 eta: 2:44:33 time: 0.0748 data_time: 0.0020 memory: 1679 loss: 1.3412 2022/11/28 07:14:40 - mmengine - INFO - Epoch(train) [93][4100/5005] lr: 1.2134e-02 eta: 2:44:26 time: 0.0734 data_time: 0.0021 memory: 1679 loss: 1.2976 2022/11/28 07:14:48 - mmengine - INFO - Epoch(train) [93][4200/5005] lr: 1.2117e-02 eta: 2:44:19 time: 0.0735 data_time: 0.0021 memory: 1679 loss: 1.3243 2022/11/28 07:14:55 - mmengine - INFO - Epoch(train) [93][4300/5005] lr: 1.2100e-02 eta: 2:44:12 time: 0.0743 data_time: 0.0027 memory: 1679 loss: 1.4843 2022/11/28 07:15:03 - mmengine - INFO - Epoch(train) [93][4400/5005] lr: 1.2083e-02 eta: 2:44:04 time: 0.0746 data_time: 0.0022 memory: 1679 loss: 1.1934 2022/11/28 07:15:11 - mmengine - INFO - Epoch(train) [93][4500/5005] lr: 1.2066e-02 eta: 2:43:57 time: 0.0742 data_time: 0.0020 memory: 1679 loss: 1.4003 2022/11/28 07:15:14 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:15:18 - mmengine - INFO - Epoch(train) [93][4600/5005] lr: 1.2049e-02 eta: 2:43:50 time: 0.0732 data_time: 0.0020 memory: 1679 loss: 1.2648 2022/11/28 07:15:26 - mmengine - INFO - Epoch(train) [93][4700/5005] lr: 1.2032e-02 eta: 2:43:43 time: 0.0748 data_time: 0.0020 memory: 1679 loss: 1.3347 2022/11/28 07:15:33 - mmengine - INFO - Epoch(train) [93][4800/5005] lr: 1.2015e-02 eta: 2:43:36 time: 0.0739 data_time: 0.0022 memory: 1679 loss: 1.3499 2022/11/28 07:15:41 - mmengine - INFO - Epoch(train) [93][4900/5005] lr: 1.1998e-02 eta: 2:43:28 time: 0.0744 data_time: 0.0028 memory: 1679 loss: 1.1816 2022/11/28 07:15:49 - mmengine - INFO - Epoch(train) [93][5000/5005] lr: 1.1981e-02 eta: 2:43:21 time: 0.0752 data_time: 0.0039 memory: 1679 loss: 1.3164 2022/11/28 07:15:49 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:15:49 - mmengine - INFO - Saving checkpoint at 93 epochs 2022/11/28 07:15:55 - mmengine - INFO - Epoch(val) [93][100/196] eta: 0:00:04 time: 0.0377 data_time: 0.0240 memory: 1679 2022/11/28 07:16:08 - mmengine - INFO - Epoch(val) [93][196/196] accuracy/top1: 71.5280 accuracy/top5: 90.6080 2022/11/28 07:16:16 - mmengine - INFO - Epoch(train) [94][ 100/5005] lr: 1.1963e-02 eta: 2:43:14 time: 0.0749 data_time: 0.0027 memory: 1679 loss: 1.2337 2022/11/28 07:16:24 - mmengine - INFO - Epoch(train) [94][ 200/5005] lr: 1.1946e-02 eta: 2:43:07 time: 0.0754 data_time: 0.0025 memory: 1679 loss: 1.4045 2022/11/28 07:16:31 - mmengine - INFO - Epoch(train) [94][ 300/5005] lr: 1.1929e-02 eta: 2:42:59 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.2232 2022/11/28 07:16:39 - mmengine - INFO - Epoch(train) [94][ 400/5005] lr: 1.1912e-02 eta: 2:42:52 time: 0.0748 data_time: 0.0020 memory: 1679 loss: 1.2001 2022/11/28 07:16:46 - mmengine - INFO - Epoch(train) [94][ 500/5005] lr: 1.1895e-02 eta: 2:42:45 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.2109 2022/11/28 07:16:49 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:16:54 - mmengine - INFO - Epoch(train) [94][ 600/5005] lr: 1.1878e-02 eta: 2:42:38 time: 0.0737 data_time: 0.0021 memory: 1679 loss: 1.2238 2022/11/28 07:17:01 - mmengine - INFO - Epoch(train) [94][ 700/5005] lr: 1.1861e-02 eta: 2:42:31 time: 0.0742 data_time: 0.0023 memory: 1679 loss: 1.2418 2022/11/28 07:17:09 - mmengine - INFO - Epoch(train) [94][ 800/5005] lr: 1.1844e-02 eta: 2:42:23 time: 0.0745 data_time: 0.0020 memory: 1679 loss: 1.2432 2022/11/28 07:17:17 - mmengine - INFO - Epoch(train) [94][ 900/5005] lr: 1.1827e-02 eta: 2:42:16 time: 0.0748 data_time: 0.0022 memory: 1679 loss: 1.2106 2022/11/28 07:17:24 - mmengine - INFO - Epoch(train) [94][1000/5005] lr: 1.1811e-02 eta: 2:42:09 time: 0.0737 data_time: 0.0022 memory: 1679 loss: 1.4363 2022/11/28 07:17:32 - mmengine - INFO - Epoch(train) [94][1100/5005] lr: 1.1794e-02 eta: 2:42:02 time: 0.0741 data_time: 0.0021 memory: 1679 loss: 1.3247 2022/11/28 07:17:39 - mmengine - INFO - Epoch(train) [94][1200/5005] lr: 1.1777e-02 eta: 2:41:55 time: 0.0743 data_time: 0.0021 memory: 1679 loss: 1.2920 2022/11/28 07:17:47 - mmengine - INFO - Epoch(train) [94][1300/5005] lr: 1.1760e-02 eta: 2:41:48 time: 0.0747 data_time: 0.0022 memory: 1679 loss: 1.3163 2022/11/28 07:17:55 - mmengine - INFO - Epoch(train) [94][1400/5005] lr: 1.1743e-02 eta: 2:41:40 time: 0.0737 data_time: 0.0021 memory: 1679 loss: 1.2953 2022/11/28 07:18:02 - mmengine - INFO - Epoch(train) [94][1500/5005] lr: 1.1726e-02 eta: 2:41:33 time: 0.0842 data_time: 0.0020 memory: 1679 loss: 1.3059 2022/11/28 07:18:05 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:18:10 - mmengine - INFO - Epoch(train) [94][1600/5005] lr: 1.1709e-02 eta: 2:41:26 time: 0.0754 data_time: 0.0023 memory: 1679 loss: 1.2528 2022/11/28 07:18:18 - mmengine - INFO - Epoch(train) [94][1700/5005] lr: 1.1693e-02 eta: 2:41:19 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.2496 2022/11/28 07:18:25 - mmengine - INFO - Epoch(train) [94][1800/5005] lr: 1.1676e-02 eta: 2:41:12 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.2431 2022/11/28 07:18:33 - mmengine - INFO - Epoch(train) [94][1900/5005] lr: 1.1659e-02 eta: 2:41:04 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.3142 2022/11/28 07:18:40 - mmengine - INFO - Epoch(train) [94][2000/5005] lr: 1.1642e-02 eta: 2:40:57 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.3124 2022/11/28 07:18:48 - mmengine - INFO - Epoch(train) [94][2100/5005] lr: 1.1625e-02 eta: 2:40:50 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.4388 2022/11/28 07:18:55 - mmengine - INFO - Epoch(train) [94][2200/5005] lr: 1.1609e-02 eta: 2:40:43 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.2429 2022/11/28 07:19:03 - mmengine - INFO - Epoch(train) [94][2300/5005] lr: 1.1592e-02 eta: 2:40:36 time: 0.0790 data_time: 0.0020 memory: 1679 loss: 1.3040 2022/11/28 07:19:11 - mmengine - INFO - Epoch(train) [94][2400/5005] lr: 1.1575e-02 eta: 2:40:28 time: 0.0735 data_time: 0.0024 memory: 1679 loss: 1.1242 2022/11/28 07:19:18 - mmengine - INFO - Epoch(train) [94][2500/5005] lr: 1.1558e-02 eta: 2:40:21 time: 0.0741 data_time: 0.0024 memory: 1679 loss: 1.5380 2022/11/28 07:19:21 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:19:26 - mmengine - INFO - Epoch(train) [94][2600/5005] lr: 1.1542e-02 eta: 2:40:14 time: 0.0735 data_time: 0.0024 memory: 1679 loss: 1.3079 2022/11/28 07:19:33 - mmengine - INFO - Epoch(train) [94][2700/5005] lr: 1.1525e-02 eta: 2:40:07 time: 0.0743 data_time: 0.0021 memory: 1679 loss: 1.3821 2022/11/28 07:19:41 - mmengine - INFO - Epoch(train) [94][2800/5005] lr: 1.1508e-02 eta: 2:40:00 time: 0.0813 data_time: 0.0021 memory: 1679 loss: 1.4234 2022/11/28 07:19:49 - mmengine - INFO - Epoch(train) [94][2900/5005] lr: 1.1492e-02 eta: 2:39:52 time: 0.0739 data_time: 0.0026 memory: 1679 loss: 1.1709 2022/11/28 07:19:56 - mmengine - INFO - Epoch(train) [94][3000/5005] lr: 1.1475e-02 eta: 2:39:45 time: 0.0755 data_time: 0.0021 memory: 1679 loss: 1.4423 2022/11/28 07:20:04 - mmengine - INFO - Epoch(train) [94][3100/5005] lr: 1.1458e-02 eta: 2:39:38 time: 0.0738 data_time: 0.0020 memory: 1679 loss: 1.3828 2022/11/28 07:20:12 - mmengine - INFO - Epoch(train) [94][3200/5005] lr: 1.1442e-02 eta: 2:39:31 time: 0.0752 data_time: 0.0020 memory: 1679 loss: 1.2453 2022/11/28 07:20:19 - mmengine - INFO - Epoch(train) [94][3300/5005] lr: 1.1425e-02 eta: 2:39:24 time: 0.0742 data_time: 0.0027 memory: 1679 loss: 1.2162 2022/11/28 07:20:27 - mmengine - INFO - Epoch(train) [94][3400/5005] lr: 1.1408e-02 eta: 2:39:16 time: 0.0746 data_time: 0.0020 memory: 1679 loss: 1.3153 2022/11/28 07:20:35 - mmengine - INFO - Epoch(train) [94][3500/5005] lr: 1.1392e-02 eta: 2:39:09 time: 0.0753 data_time: 0.0028 memory: 1679 loss: 1.3203 2022/11/28 07:20:37 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:20:42 - mmengine - INFO - Epoch(train) [94][3600/5005] lr: 1.1375e-02 eta: 2:39:02 time: 0.0742 data_time: 0.0020 memory: 1679 loss: 1.0953 2022/11/28 07:20:50 - mmengine - INFO - Epoch(train) [94][3700/5005] lr: 1.1359e-02 eta: 2:38:55 time: 0.0739 data_time: 0.0021 memory: 1679 loss: 1.2483 2022/11/28 07:20:58 - mmengine - INFO - Epoch(train) [94][3800/5005] lr: 1.1342e-02 eta: 2:38:48 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.3701 2022/11/28 07:21:05 - mmengine - INFO - Epoch(train) [94][3900/5005] lr: 1.1325e-02 eta: 2:38:40 time: 0.0743 data_time: 0.0021 memory: 1679 loss: 1.2762 2022/11/28 07:21:13 - mmengine - INFO - Epoch(train) [94][4000/5005] lr: 1.1309e-02 eta: 2:38:33 time: 0.0741 data_time: 0.0023 memory: 1679 loss: 1.1820 2022/11/28 07:21:20 - mmengine - INFO - Epoch(train) [94][4100/5005] lr: 1.1292e-02 eta: 2:38:26 time: 0.0746 data_time: 0.0021 memory: 1679 loss: 1.3856 2022/11/28 07:21:28 - mmengine - INFO - Epoch(train) [94][4200/5005] lr: 1.1276e-02 eta: 2:38:19 time: 0.0746 data_time: 0.0029 memory: 1679 loss: 1.2661 2022/11/28 07:21:36 - mmengine - INFO - Epoch(train) [94][4300/5005] lr: 1.1259e-02 eta: 2:38:12 time: 0.0750 data_time: 0.0021 memory: 1679 loss: 1.4270 2022/11/28 07:21:43 - mmengine - INFO - Epoch(train) [94][4400/5005] lr: 1.1243e-02 eta: 2:38:05 time: 0.0745 data_time: 0.0020 memory: 1679 loss: 1.3795 2022/11/28 07:21:51 - mmengine - INFO - Epoch(train) [94][4500/5005] lr: 1.1226e-02 eta: 2:37:57 time: 0.0743 data_time: 0.0024 memory: 1679 loss: 1.3677 2022/11/28 07:21:54 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:21:59 - mmengine - INFO - Epoch(train) [94][4600/5005] lr: 1.1210e-02 eta: 2:37:50 time: 0.0741 data_time: 0.0025 memory: 1679 loss: 1.1304 2022/11/28 07:22:06 - mmengine - INFO - Epoch(train) [94][4700/5005] lr: 1.1193e-02 eta: 2:37:43 time: 0.0733 data_time: 0.0022 memory: 1679 loss: 1.4597 2022/11/28 07:22:14 - mmengine - INFO - Epoch(train) [94][4800/5005] lr: 1.1177e-02 eta: 2:37:36 time: 0.0745 data_time: 0.0027 memory: 1679 loss: 1.4104 2022/11/28 07:22:21 - mmengine - INFO - Epoch(train) [94][4900/5005] lr: 1.1160e-02 eta: 2:37:29 time: 0.0747 data_time: 0.0021 memory: 1679 loss: 1.1636 2022/11/28 07:22:29 - mmengine - INFO - Epoch(train) [94][5000/5005] lr: 1.1144e-02 eta: 2:37:21 time: 0.0765 data_time: 0.0030 memory: 1679 loss: 1.3666 2022/11/28 07:22:29 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:22:29 - mmengine - INFO - Saving checkpoint at 94 epochs 2022/11/28 07:22:35 - mmengine - INFO - Epoch(val) [94][100/196] eta: 0:00:04 time: 0.0380 data_time: 0.0243 memory: 1679 2022/11/28 07:22:48 - mmengine - INFO - Epoch(val) [94][196/196] accuracy/top1: 71.6440 accuracy/top5: 90.6720 2022/11/28 07:22:56 - mmengine - INFO - Epoch(train) [95][ 100/5005] lr: 1.1126e-02 eta: 2:37:14 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.3107 2022/11/28 07:23:04 - mmengine - INFO - Epoch(train) [95][ 200/5005] lr: 1.1110e-02 eta: 2:37:07 time: 0.0747 data_time: 0.0021 memory: 1679 loss: 1.2480 2022/11/28 07:23:11 - mmengine - INFO - Epoch(train) [95][ 300/5005] lr: 1.1094e-02 eta: 2:37:00 time: 0.0746 data_time: 0.0022 memory: 1679 loss: 1.0702 2022/11/28 07:23:19 - mmengine - INFO - Epoch(train) [95][ 400/5005] lr: 1.1077e-02 eta: 2:36:52 time: 0.0750 data_time: 0.0032 memory: 1679 loss: 1.1982 2022/11/28 07:23:27 - mmengine - INFO - Epoch(train) [95][ 500/5005] lr: 1.1061e-02 eta: 2:36:45 time: 0.0749 data_time: 0.0020 memory: 1679 loss: 1.3416 2022/11/28 07:23:29 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:23:34 - mmengine - INFO - Epoch(train) [95][ 600/5005] lr: 1.1044e-02 eta: 2:36:38 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.2573 2022/11/28 07:23:42 - mmengine - INFO - Epoch(train) [95][ 700/5005] lr: 1.1028e-02 eta: 2:36:31 time: 0.0753 data_time: 0.0020 memory: 1679 loss: 1.4213 2022/11/28 07:23:49 - mmengine - INFO - Epoch(train) [95][ 800/5005] lr: 1.1012e-02 eta: 2:36:24 time: 0.0748 data_time: 0.0021 memory: 1679 loss: 1.2000 2022/11/28 07:23:57 - mmengine - INFO - Epoch(train) [95][ 900/5005] lr: 1.0995e-02 eta: 2:36:16 time: 0.0740 data_time: 0.0025 memory: 1679 loss: 1.3087 2022/11/28 07:24:05 - mmengine - INFO - Epoch(train) [95][1000/5005] lr: 1.0979e-02 eta: 2:36:09 time: 0.0755 data_time: 0.0021 memory: 1679 loss: 1.3896 2022/11/28 07:24:12 - mmengine - INFO - Epoch(train) [95][1100/5005] lr: 1.0962e-02 eta: 2:36:02 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.3845 2022/11/28 07:24:20 - mmengine - INFO - Epoch(train) [95][1200/5005] lr: 1.0946e-02 eta: 2:35:55 time: 0.0733 data_time: 0.0021 memory: 1679 loss: 1.2373 2022/11/28 07:24:27 - mmengine - INFO - Epoch(train) [95][1300/5005] lr: 1.0930e-02 eta: 2:35:48 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 1.3114 2022/11/28 07:24:35 - mmengine - INFO - Epoch(train) [95][1400/5005] lr: 1.0913e-02 eta: 2:35:40 time: 0.0808 data_time: 0.0021 memory: 1679 loss: 1.1556 2022/11/28 07:24:43 - mmengine - INFO - Epoch(train) [95][1500/5005] lr: 1.0897e-02 eta: 2:35:33 time: 0.0738 data_time: 0.0021 memory: 1679 loss: 1.0954 2022/11/28 07:24:45 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:24:50 - mmengine - INFO - Epoch(train) [95][1600/5005] lr: 1.0881e-02 eta: 2:35:26 time: 0.0796 data_time: 0.0021 memory: 1679 loss: 1.2502 2022/11/28 07:24:58 - mmengine - INFO - Epoch(train) [95][1700/5005] lr: 1.0865e-02 eta: 2:35:19 time: 0.0750 data_time: 0.0021 memory: 1679 loss: 1.2176 2022/11/28 07:25:06 - mmengine - INFO - Epoch(train) [95][1800/5005] lr: 1.0848e-02 eta: 2:35:12 time: 0.0818 data_time: 0.0021 memory: 1679 loss: 1.3341 2022/11/28 07:25:13 - mmengine - INFO - Epoch(train) [95][1900/5005] lr: 1.0832e-02 eta: 2:35:04 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.3095 2022/11/28 07:25:21 - mmengine - INFO - Epoch(train) [95][2000/5005] lr: 1.0816e-02 eta: 2:34:57 time: 0.0738 data_time: 0.0023 memory: 1679 loss: 1.2919 2022/11/28 07:25:29 - mmengine - INFO - Epoch(train) [95][2100/5005] lr: 1.0800e-02 eta: 2:34:50 time: 0.0753 data_time: 0.0029 memory: 1679 loss: 1.3748 2022/11/28 07:25:36 - mmengine - INFO - Epoch(train) [95][2200/5005] lr: 1.0783e-02 eta: 2:34:43 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 1.1025 2022/11/28 07:25:44 - mmengine - INFO - Epoch(train) [95][2300/5005] lr: 1.0767e-02 eta: 2:34:36 time: 0.0753 data_time: 0.0027 memory: 1679 loss: 1.2574 2022/11/28 07:25:51 - mmengine - INFO - Epoch(train) [95][2400/5005] lr: 1.0751e-02 eta: 2:34:28 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 1.4697 2022/11/28 07:25:59 - mmengine - INFO - Epoch(train) [95][2500/5005] lr: 1.0735e-02 eta: 2:34:21 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.3572 2022/11/28 07:26:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:26:07 - mmengine - INFO - Epoch(train) [95][2600/5005] lr: 1.0719e-02 eta: 2:34:14 time: 0.0745 data_time: 0.0021 memory: 1679 loss: 1.2088 2022/11/28 07:26:14 - mmengine - INFO - Epoch(train) [95][2700/5005] lr: 1.0702e-02 eta: 2:34:07 time: 0.0747 data_time: 0.0021 memory: 1679 loss: 1.2318 2022/11/28 07:26:22 - mmengine - INFO - Epoch(train) [95][2800/5005] lr: 1.0686e-02 eta: 2:34:00 time: 0.0750 data_time: 0.0030 memory: 1679 loss: 1.2168 2022/11/28 07:26:29 - mmengine - INFO - Epoch(train) [95][2900/5005] lr: 1.0670e-02 eta: 2:33:52 time: 0.0737 data_time: 0.0022 memory: 1679 loss: 1.4023 2022/11/28 07:26:37 - mmengine - INFO - Epoch(train) [95][3000/5005] lr: 1.0654e-02 eta: 2:33:45 time: 0.0739 data_time: 0.0021 memory: 1679 loss: 1.1088 2022/11/28 07:26:45 - mmengine - INFO - Epoch(train) [95][3100/5005] lr: 1.0638e-02 eta: 2:33:38 time: 0.0749 data_time: 0.0026 memory: 1679 loss: 1.3027 2022/11/28 07:26:52 - mmengine - INFO - Epoch(train) [95][3200/5005] lr: 1.0622e-02 eta: 2:33:31 time: 0.0754 data_time: 0.0022 memory: 1679 loss: 1.3111 2022/11/28 07:27:00 - mmengine - INFO - Epoch(train) [95][3300/5005] lr: 1.0606e-02 eta: 2:33:24 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.3444 2022/11/28 07:27:08 - mmengine - INFO - Epoch(train) [95][3400/5005] lr: 1.0589e-02 eta: 2:33:17 time: 0.0850 data_time: 0.0021 memory: 1679 loss: 1.1896 2022/11/28 07:27:15 - mmengine - INFO - Epoch(train) [95][3500/5005] lr: 1.0573e-02 eta: 2:33:09 time: 0.0747 data_time: 0.0021 memory: 1679 loss: 1.3666 2022/11/28 07:27:18 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:27:23 - mmengine - INFO - Epoch(train) [95][3600/5005] lr: 1.0557e-02 eta: 2:33:02 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.4159 2022/11/28 07:27:31 - mmengine - INFO - Epoch(train) [95][3700/5005] lr: 1.0541e-02 eta: 2:32:55 time: 0.0743 data_time: 0.0029 memory: 1679 loss: 1.3157 2022/11/28 07:27:38 - mmengine - INFO - Epoch(train) [95][3800/5005] lr: 1.0525e-02 eta: 2:32:48 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.2689 2022/11/28 07:27:46 - mmengine - INFO - Epoch(train) [95][3900/5005] lr: 1.0509e-02 eta: 2:32:40 time: 0.0750 data_time: 0.0030 memory: 1679 loss: 1.2890 2022/11/28 07:27:53 - mmengine - INFO - Epoch(train) [95][4000/5005] lr: 1.0493e-02 eta: 2:32:33 time: 0.0745 data_time: 0.0022 memory: 1679 loss: 1.1361 2022/11/28 07:28:01 - mmengine - INFO - Epoch(train) [95][4100/5005] lr: 1.0477e-02 eta: 2:32:26 time: 0.0737 data_time: 0.0021 memory: 1679 loss: 1.2471 2022/11/28 07:28:09 - mmengine - INFO - Epoch(train) [95][4200/5005] lr: 1.0461e-02 eta: 2:32:19 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.3121 2022/11/28 07:28:16 - mmengine - INFO - Epoch(train) [95][4300/5005] lr: 1.0445e-02 eta: 2:32:12 time: 0.0741 data_time: 0.0021 memory: 1679 loss: 1.2639 2022/11/28 07:28:24 - mmengine - INFO - Epoch(train) [95][4400/5005] lr: 1.0429e-02 eta: 2:32:04 time: 0.0750 data_time: 0.0020 memory: 1679 loss: 1.4068 2022/11/28 07:28:32 - mmengine - INFO - Epoch(train) [95][4500/5005] lr: 1.0413e-02 eta: 2:31:57 time: 0.0742 data_time: 0.0020 memory: 1679 loss: 1.1971 2022/11/28 07:28:34 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:28:39 - mmengine - INFO - Epoch(train) [95][4600/5005] lr: 1.0397e-02 eta: 2:31:50 time: 0.0743 data_time: 0.0024 memory: 1679 loss: 1.2103 2022/11/28 07:28:47 - mmengine - INFO - Epoch(train) [95][4700/5005] lr: 1.0381e-02 eta: 2:31:43 time: 0.0746 data_time: 0.0028 memory: 1679 loss: 1.3820 2022/11/28 07:28:55 - mmengine - INFO - Epoch(train) [95][4800/5005] lr: 1.0365e-02 eta: 2:31:36 time: 0.0747 data_time: 0.0020 memory: 1679 loss: 1.3806 2022/11/28 07:29:02 - mmengine - INFO - Epoch(train) [95][4900/5005] lr: 1.0349e-02 eta: 2:31:29 time: 0.0751 data_time: 0.0022 memory: 1679 loss: 1.2371 2022/11/28 07:29:10 - mmengine - INFO - Epoch(train) [95][5000/5005] lr: 1.0333e-02 eta: 2:31:21 time: 0.0762 data_time: 0.0038 memory: 1679 loss: 1.1711 2022/11/28 07:29:10 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:29:10 - mmengine - INFO - Saving checkpoint at 95 epochs 2022/11/28 07:29:16 - mmengine - INFO - Epoch(val) [95][100/196] eta: 0:00:03 time: 0.0358 data_time: 0.0221 memory: 1679 2022/11/28 07:29:29 - mmengine - INFO - Epoch(val) [95][196/196] accuracy/top1: 71.6480 accuracy/top5: 90.8040 2022/11/28 07:29:37 - mmengine - INFO - Epoch(train) [96][ 100/5005] lr: 1.0317e-02 eta: 2:31:14 time: 0.0736 data_time: 0.0020 memory: 1679 loss: 1.1522 2022/11/28 07:29:45 - mmengine - INFO - Epoch(train) [96][ 200/5005] lr: 1.0301e-02 eta: 2:31:07 time: 0.0753 data_time: 0.0028 memory: 1679 loss: 1.2373 2022/11/28 07:29:52 - mmengine - INFO - Epoch(train) [96][ 300/5005] lr: 1.0285e-02 eta: 2:30:59 time: 0.0745 data_time: 0.0023 memory: 1679 loss: 1.2510 2022/11/28 07:30:00 - mmengine - INFO - Epoch(train) [96][ 400/5005] lr: 1.0269e-02 eta: 2:30:52 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 0.9674 2022/11/28 07:30:08 - mmengine - INFO - Epoch(train) [96][ 500/5005] lr: 1.0253e-02 eta: 2:30:45 time: 0.0737 data_time: 0.0021 memory: 1679 loss: 1.0829 2022/11/28 07:30:10 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:30:15 - mmengine - INFO - Epoch(train) [96][ 600/5005] lr: 1.0237e-02 eta: 2:30:38 time: 0.0738 data_time: 0.0021 memory: 1679 loss: 1.3816 2022/11/28 07:30:23 - mmengine - INFO - Epoch(train) [96][ 700/5005] lr: 1.0221e-02 eta: 2:30:31 time: 0.0739 data_time: 0.0023 memory: 1679 loss: 1.3211 2022/11/28 07:30:31 - mmengine - INFO - Epoch(train) [96][ 800/5005] lr: 1.0205e-02 eta: 2:30:23 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.1857 2022/11/28 07:30:38 - mmengine - INFO - Epoch(train) [96][ 900/5005] lr: 1.0190e-02 eta: 2:30:16 time: 0.0748 data_time: 0.0023 memory: 1679 loss: 1.2228 2022/11/28 07:30:46 - mmengine - INFO - Epoch(train) [96][1000/5005] lr: 1.0174e-02 eta: 2:30:09 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 1.2252 2022/11/28 07:30:53 - mmengine - INFO - Epoch(train) [96][1100/5005] lr: 1.0158e-02 eta: 2:30:02 time: 0.0740 data_time: 0.0020 memory: 1679 loss: 1.1719 2022/11/28 07:31:01 - mmengine - INFO - Epoch(train) [96][1200/5005] lr: 1.0142e-02 eta: 2:29:55 time: 0.0750 data_time: 0.0021 memory: 1679 loss: 1.0195 2022/11/28 07:31:09 - mmengine - INFO - Epoch(train) [96][1300/5005] lr: 1.0126e-02 eta: 2:29:47 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.0491 2022/11/28 07:31:16 - mmengine - INFO - Epoch(train) [96][1400/5005] lr: 1.0111e-02 eta: 2:29:40 time: 0.0735 data_time: 0.0022 memory: 1679 loss: 1.0838 2022/11/28 07:31:24 - mmengine - INFO - Epoch(train) [96][1500/5005] lr: 1.0095e-02 eta: 2:29:33 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.3587 2022/11/28 07:31:26 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:31:32 - mmengine - INFO - Epoch(train) [96][1600/5005] lr: 1.0079e-02 eta: 2:29:26 time: 0.0740 data_time: 0.0022 memory: 1679 loss: 1.0937 2022/11/28 07:31:39 - mmengine - INFO - Epoch(train) [96][1700/5005] lr: 1.0063e-02 eta: 2:29:19 time: 0.0847 data_time: 0.0028 memory: 1679 loss: 1.2621 2022/11/28 07:31:47 - mmengine - INFO - Epoch(train) [96][1800/5005] lr: 1.0048e-02 eta: 2:29:11 time: 0.0741 data_time: 0.0022 memory: 1679 loss: 1.1351 2022/11/28 07:31:54 - mmengine - INFO - Epoch(train) [96][1900/5005] lr: 1.0032e-02 eta: 2:29:04 time: 0.0753 data_time: 0.0021 memory: 1679 loss: 1.2862 2022/11/28 07:32:02 - mmengine - INFO - Epoch(train) [96][2000/5005] lr: 1.0016e-02 eta: 2:28:57 time: 0.0737 data_time: 0.0021 memory: 1679 loss: 1.3608 2022/11/28 07:32:10 - mmengine - INFO - Epoch(train) [96][2100/5005] lr: 1.0001e-02 eta: 2:28:50 time: 0.0822 data_time: 0.0024 memory: 1679 loss: 1.2831 2022/11/28 07:32:18 - mmengine - INFO - Epoch(train) [96][2200/5005] lr: 9.9849e-03 eta: 2:28:43 time: 0.0740 data_time: 0.0024 memory: 1679 loss: 1.1030 2022/11/28 07:32:25 - mmengine - INFO - Epoch(train) [96][2300/5005] lr: 9.9692e-03 eta: 2:28:36 time: 0.0743 data_time: 0.0023 memory: 1679 loss: 1.2876 2022/11/28 07:32:33 - mmengine - INFO - Epoch(train) [96][2400/5005] lr: 9.9535e-03 eta: 2:28:28 time: 0.0746 data_time: 0.0021 memory: 1679 loss: 1.2705 2022/11/28 07:32:40 - mmengine - INFO - Epoch(train) [96][2500/5005] lr: 9.9379e-03 eta: 2:28:21 time: 0.0733 data_time: 0.0025 memory: 1679 loss: 1.2303 2022/11/28 07:32:42 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:32:48 - mmengine - INFO - Epoch(train) [96][2600/5005] lr: 9.9222e-03 eta: 2:28:14 time: 0.0741 data_time: 0.0020 memory: 1679 loss: 1.4130 2022/11/28 07:32:56 - mmengine - INFO - Epoch(train) [96][2700/5005] lr: 9.9066e-03 eta: 2:28:07 time: 0.0751 data_time: 0.0023 memory: 1679 loss: 1.1700 2022/11/28 07:33:03 - mmengine - INFO - Epoch(train) [96][2800/5005] lr: 9.8910e-03 eta: 2:27:59 time: 0.0738 data_time: 0.0027 memory: 1679 loss: 1.2751 2022/11/28 07:33:11 - mmengine - INFO - Epoch(train) [96][2900/5005] lr: 9.8753e-03 eta: 2:27:52 time: 0.0738 data_time: 0.0021 memory: 1679 loss: 1.1801 2022/11/28 07:33:18 - mmengine - INFO - Epoch(train) [96][3000/5005] lr: 9.8597e-03 eta: 2:27:45 time: 0.0796 data_time: 0.0023 memory: 1679 loss: 1.1541 2022/11/28 07:33:26 - mmengine - INFO - Epoch(train) [96][3100/5005] lr: 9.8442e-03 eta: 2:27:38 time: 0.0737 data_time: 0.0022 memory: 1679 loss: 1.3141 2022/11/28 07:33:33 - mmengine - INFO - Epoch(train) [96][3200/5005] lr: 9.8286e-03 eta: 2:27:31 time: 0.0738 data_time: 0.0022 memory: 1679 loss: 1.2271 2022/11/28 07:33:41 - mmengine - INFO - Epoch(train) [96][3300/5005] lr: 9.8130e-03 eta: 2:27:23 time: 0.0742 data_time: 0.0021 memory: 1679 loss: 1.0132 2022/11/28 07:33:49 - mmengine - INFO - Epoch(train) [96][3400/5005] lr: 9.7975e-03 eta: 2:27:16 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 1.3115 2022/11/28 07:33:56 - mmengine - INFO - Epoch(train) [96][3500/5005] lr: 9.7819e-03 eta: 2:27:09 time: 0.0748 data_time: 0.0027 memory: 1679 loss: 1.2409 2022/11/28 07:33:58 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:34:04 - mmengine - INFO - Epoch(train) [96][3600/5005] lr: 9.7664e-03 eta: 2:27:02 time: 0.0742 data_time: 0.0023 memory: 1679 loss: 1.2573 2022/11/28 07:34:12 - mmengine - INFO - Epoch(train) [96][3700/5005] lr: 9.7509e-03 eta: 2:26:55 time: 0.0741 data_time: 0.0021 memory: 1679 loss: 1.3990 2022/11/28 07:34:19 - mmengine - INFO - Epoch(train) [96][3800/5005] lr: 9.7353e-03 eta: 2:26:47 time: 0.0746 data_time: 0.0024 memory: 1679 loss: 1.3395 2022/11/28 07:34:27 - mmengine - INFO - Epoch(train) [96][3900/5005] lr: 9.7198e-03 eta: 2:26:40 time: 0.0761 data_time: 0.0027 memory: 1679 loss: 1.3201 2022/11/28 07:34:35 - mmengine - INFO - Epoch(train) [96][4000/5005] lr: 9.7044e-03 eta: 2:26:33 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 1.2359 2022/11/28 07:34:42 - mmengine - INFO - Epoch(train) [96][4100/5005] lr: 9.6889e-03 eta: 2:26:26 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 1.1146 2022/11/28 07:34:50 - mmengine - INFO - Epoch(train) [96][4200/5005] lr: 9.6734e-03 eta: 2:26:19 time: 0.0742 data_time: 0.0021 memory: 1679 loss: 1.1878 2022/11/28 07:34:57 - mmengine - INFO - Epoch(train) [96][4300/5005] lr: 9.6580e-03 eta: 2:26:11 time: 0.0746 data_time: 0.0022 memory: 1679 loss: 1.2819 2022/11/28 07:35:05 - mmengine - INFO - Epoch(train) [96][4400/5005] lr: 9.6425e-03 eta: 2:26:04 time: 0.0746 data_time: 0.0022 memory: 1679 loss: 1.2997 2022/11/28 07:35:13 - mmengine - INFO - Epoch(train) [96][4500/5005] lr: 9.6271e-03 eta: 2:25:57 time: 0.0748 data_time: 0.0028 memory: 1679 loss: 1.2940 2022/11/28 07:35:14 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:35:20 - mmengine - INFO - Epoch(train) [96][4600/5005] lr: 9.6117e-03 eta: 2:25:50 time: 0.0738 data_time: 0.0022 memory: 1679 loss: 1.2721 2022/11/28 07:35:28 - mmengine - INFO - Epoch(train) [96][4700/5005] lr: 9.5962e-03 eta: 2:25:42 time: 0.0749 data_time: 0.0027 memory: 1679 loss: 1.1144 2022/11/28 07:35:35 - mmengine - INFO - Epoch(train) [96][4800/5005] lr: 9.5808e-03 eta: 2:25:35 time: 0.0816 data_time: 0.0021 memory: 1679 loss: 1.2315 2022/11/28 07:35:43 - mmengine - INFO - Epoch(train) [96][4900/5005] lr: 9.5655e-03 eta: 2:25:28 time: 0.0736 data_time: 0.0022 memory: 1679 loss: 1.3068 2022/11/28 07:35:51 - mmengine - INFO - Epoch(train) [96][5000/5005] lr: 9.5501e-03 eta: 2:25:21 time: 0.0753 data_time: 0.0029 memory: 1679 loss: 1.2235 2022/11/28 07:35:51 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:35:51 - mmengine - INFO - Saving checkpoint at 96 epochs 2022/11/28 07:35:56 - mmengine - INFO - Epoch(val) [96][100/196] eta: 0:00:03 time: 0.0365 data_time: 0.0226 memory: 1679 2022/11/28 07:36:09 - mmengine - INFO - Epoch(val) [96][196/196] accuracy/top1: 72.1840 accuracy/top5: 91.0280 2022/11/28 07:36:17 - mmengine - INFO - Epoch(train) [97][ 100/5005] lr: 9.5339e-03 eta: 2:25:13 time: 0.0746 data_time: 0.0021 memory: 1679 loss: 1.3279 2022/11/28 07:36:25 - mmengine - INFO - Epoch(train) [97][ 200/5005] lr: 9.5186e-03 eta: 2:25:06 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 1.2737 2022/11/28 07:36:33 - mmengine - INFO - Epoch(train) [97][ 300/5005] lr: 9.5032e-03 eta: 2:24:59 time: 0.0816 data_time: 0.0020 memory: 1679 loss: 1.2022 2022/11/28 07:36:40 - mmengine - INFO - Epoch(train) [97][ 400/5005] lr: 9.4879e-03 eta: 2:24:52 time: 0.0748 data_time: 0.0023 memory: 1679 loss: 1.0394 2022/11/28 07:36:48 - mmengine - INFO - Epoch(train) [97][ 500/5005] lr: 9.4726e-03 eta: 2:24:45 time: 0.0748 data_time: 0.0022 memory: 1679 loss: 1.2207 2022/11/28 07:36:49 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:36:56 - mmengine - INFO - Epoch(train) [97][ 600/5005] lr: 9.4573e-03 eta: 2:24:37 time: 0.0746 data_time: 0.0023 memory: 1679 loss: 1.2310 2022/11/28 07:37:03 - mmengine - INFO - Epoch(train) [97][ 700/5005] lr: 9.4420e-03 eta: 2:24:30 time: 0.0750 data_time: 0.0020 memory: 1679 loss: 1.0365 2022/11/28 07:37:11 - mmengine - INFO - Epoch(train) [97][ 800/5005] lr: 9.4267e-03 eta: 2:24:23 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.3098 2022/11/28 07:37:19 - mmengine - INFO - Epoch(train) [97][ 900/5005] lr: 9.4114e-03 eta: 2:24:16 time: 0.0757 data_time: 0.0028 memory: 1679 loss: 1.3525 2022/11/28 07:37:26 - mmengine - INFO - Epoch(train) [97][1000/5005] lr: 9.3961e-03 eta: 2:24:09 time: 0.0752 data_time: 0.0028 memory: 1679 loss: 1.1633 2022/11/28 07:37:34 - mmengine - INFO - Epoch(train) [97][1100/5005] lr: 9.3809e-03 eta: 2:24:01 time: 0.0816 data_time: 0.0021 memory: 1679 loss: 1.3345 2022/11/28 07:37:42 - mmengine - INFO - Epoch(train) [97][1200/5005] lr: 9.3656e-03 eta: 2:23:54 time: 0.0739 data_time: 0.0021 memory: 1679 loss: 1.2638 2022/11/28 07:37:49 - mmengine - INFO - Epoch(train) [97][1300/5005] lr: 9.3504e-03 eta: 2:23:47 time: 0.0735 data_time: 0.0022 memory: 1679 loss: 1.1151 2022/11/28 07:37:57 - mmengine - INFO - Epoch(train) [97][1400/5005] lr: 9.3352e-03 eta: 2:23:40 time: 0.0744 data_time: 0.0027 memory: 1679 loss: 1.2685 2022/11/28 07:38:05 - mmengine - INFO - Epoch(train) [97][1500/5005] lr: 9.3200e-03 eta: 2:23:33 time: 0.0746 data_time: 0.0021 memory: 1679 loss: 1.3909 2022/11/28 07:38:06 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:38:12 - mmengine - INFO - Epoch(train) [97][1600/5005] lr: 9.3048e-03 eta: 2:23:25 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 1.1286 2022/11/28 07:38:20 - mmengine - INFO - Epoch(train) [97][1700/5005] lr: 9.2896e-03 eta: 2:23:18 time: 0.0745 data_time: 0.0023 memory: 1679 loss: 1.1408 2022/11/28 07:38:27 - mmengine - INFO - Epoch(train) [97][1800/5005] lr: 9.2744e-03 eta: 2:23:11 time: 0.0737 data_time: 0.0022 memory: 1679 loss: 1.1426 2022/11/28 07:38:35 - mmengine - INFO - Epoch(train) [97][1900/5005] lr: 9.2592e-03 eta: 2:23:04 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.2103 2022/11/28 07:38:43 - mmengine - INFO - Epoch(train) [97][2000/5005] lr: 9.2441e-03 eta: 2:22:57 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.4039 2022/11/28 07:38:50 - mmengine - INFO - Epoch(train) [97][2100/5005] lr: 9.2289e-03 eta: 2:22:49 time: 0.0739 data_time: 0.0020 memory: 1679 loss: 1.1891 2022/11/28 07:38:58 - mmengine - INFO - Epoch(train) [97][2200/5005] lr: 9.2138e-03 eta: 2:22:42 time: 0.0741 data_time: 0.0021 memory: 1679 loss: 1.0667 2022/11/28 07:39:06 - mmengine - INFO - Epoch(train) [97][2300/5005] lr: 9.1987e-03 eta: 2:22:35 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.2459 2022/11/28 07:39:13 - mmengine - INFO - Epoch(train) [97][2400/5005] lr: 9.1836e-03 eta: 2:22:28 time: 0.0741 data_time: 0.0021 memory: 1679 loss: 1.3313 2022/11/28 07:39:21 - mmengine - INFO - Epoch(train) [97][2500/5005] lr: 9.1685e-03 eta: 2:22:21 time: 0.0812 data_time: 0.0021 memory: 1679 loss: 1.2833 2022/11/28 07:39:22 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:39:28 - mmengine - INFO - Epoch(train) [97][2600/5005] lr: 9.1534e-03 eta: 2:22:13 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.4005 2022/11/28 07:39:36 - mmengine - INFO - Epoch(train) [97][2700/5005] lr: 9.1383e-03 eta: 2:22:06 time: 0.0750 data_time: 0.0028 memory: 1679 loss: 1.2368 2022/11/28 07:39:44 - mmengine - INFO - Epoch(train) [97][2800/5005] lr: 9.1232e-03 eta: 2:21:59 time: 0.0747 data_time: 0.0029 memory: 1679 loss: 1.0696 2022/11/28 07:39:51 - mmengine - INFO - Epoch(train) [97][2900/5005] lr: 9.1082e-03 eta: 2:21:52 time: 0.0806 data_time: 0.0020 memory: 1679 loss: 1.2354 2022/11/28 07:39:59 - mmengine - INFO - Epoch(train) [97][3000/5005] lr: 9.0931e-03 eta: 2:21:45 time: 0.0740 data_time: 0.0022 memory: 1679 loss: 1.3439 2022/11/28 07:40:07 - mmengine - INFO - Epoch(train) [97][3100/5005] lr: 9.0781e-03 eta: 2:21:37 time: 0.0754 data_time: 0.0022 memory: 1679 loss: 1.3355 2022/11/28 07:40:14 - mmengine - INFO - Epoch(train) [97][3200/5005] lr: 9.0631e-03 eta: 2:21:30 time: 0.0751 data_time: 0.0030 memory: 1679 loss: 1.2229 2022/11/28 07:40:22 - mmengine - INFO - Epoch(train) [97][3300/5005] lr: 9.0480e-03 eta: 2:21:23 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.1792 2022/11/28 07:40:29 - mmengine - INFO - Epoch(train) [97][3400/5005] lr: 9.0330e-03 eta: 2:21:16 time: 0.0741 data_time: 0.0021 memory: 1679 loss: 1.3086 2022/11/28 07:40:37 - mmengine - INFO - Epoch(train) [97][3500/5005] lr: 9.0181e-03 eta: 2:21:08 time: 0.0761 data_time: 0.0020 memory: 1679 loss: 1.4465 2022/11/28 07:40:39 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:40:45 - mmengine - INFO - Epoch(train) [97][3600/5005] lr: 9.0031e-03 eta: 2:21:01 time: 0.0823 data_time: 0.0030 memory: 1679 loss: 1.2603 2022/11/28 07:40:53 - mmengine - INFO - Epoch(train) [97][3700/5005] lr: 8.9881e-03 eta: 2:20:54 time: 0.0747 data_time: 0.0021 memory: 1679 loss: 1.2587 2022/11/28 07:41:00 - mmengine - INFO - Epoch(train) [97][3800/5005] lr: 8.9732e-03 eta: 2:20:47 time: 0.0746 data_time: 0.0021 memory: 1679 loss: 1.2041 2022/11/28 07:41:08 - mmengine - INFO - Epoch(train) [97][3900/5005] lr: 8.9582e-03 eta: 2:20:40 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.3545 2022/11/28 07:41:15 - mmengine - INFO - Epoch(train) [97][4000/5005] lr: 8.9433e-03 eta: 2:20:32 time: 0.0758 data_time: 0.0021 memory: 1679 loss: 1.0619 2022/11/28 07:41:23 - mmengine - INFO - Epoch(train) [97][4100/5005] lr: 8.9284e-03 eta: 2:20:25 time: 0.0741 data_time: 0.0020 memory: 1679 loss: 1.3128 2022/11/28 07:41:31 - mmengine - INFO - Epoch(train) [97][4200/5005] lr: 8.9135e-03 eta: 2:20:18 time: 0.0753 data_time: 0.0030 memory: 1679 loss: 1.1314 2022/11/28 07:41:38 - mmengine - INFO - Epoch(train) [97][4300/5005] lr: 8.8986e-03 eta: 2:20:11 time: 0.0735 data_time: 0.0021 memory: 1679 loss: 1.1910 2022/11/28 07:41:46 - mmengine - INFO - Epoch(train) [97][4400/5005] lr: 8.8837e-03 eta: 2:20:04 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.1353 2022/11/28 07:41:53 - mmengine - INFO - Epoch(train) [97][4500/5005] lr: 8.8688e-03 eta: 2:19:56 time: 0.0746 data_time: 0.0022 memory: 1679 loss: 1.3520 2022/11/28 07:41:55 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:42:01 - mmengine - INFO - Epoch(train) [97][4600/5005] lr: 8.8539e-03 eta: 2:19:49 time: 0.0741 data_time: 0.0022 memory: 1679 loss: 1.1777 2022/11/28 07:42:09 - mmengine - INFO - Epoch(train) [97][4700/5005] lr: 8.8391e-03 eta: 2:19:42 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.2496 2022/11/28 07:42:16 - mmengine - INFO - Epoch(train) [97][4800/5005] lr: 8.8242e-03 eta: 2:19:35 time: 0.0751 data_time: 0.0021 memory: 1679 loss: 1.2545 2022/11/28 07:42:24 - mmengine - INFO - Epoch(train) [97][4900/5005] lr: 8.8094e-03 eta: 2:19:28 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 1.4793 2022/11/28 07:42:32 - mmengine - INFO - Epoch(train) [97][5000/5005] lr: 8.7946e-03 eta: 2:19:20 time: 0.0755 data_time: 0.0039 memory: 1679 loss: 1.1960 2022/11/28 07:42:32 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:42:32 - mmengine - INFO - Saving checkpoint at 97 epochs 2022/11/28 07:42:37 - mmengine - INFO - Epoch(val) [97][100/196] eta: 0:00:04 time: 0.0393 data_time: 0.0259 memory: 1679 2022/11/28 07:42:51 - mmengine - INFO - Epoch(val) [97][196/196] accuracy/top1: 72.8020 accuracy/top5: 91.3280 2022/11/28 07:42:59 - mmengine - INFO - Epoch(train) [98][ 100/5005] lr: 8.7790e-03 eta: 2:19:13 time: 0.0771 data_time: 0.0021 memory: 1679 loss: 1.2379 2022/11/28 07:43:06 - mmengine - INFO - Epoch(train) [98][ 200/5005] lr: 8.7642e-03 eta: 2:19:06 time: 0.0742 data_time: 0.0021 memory: 1679 loss: 1.2441 2022/11/28 07:43:14 - mmengine - INFO - Epoch(train) [98][ 300/5005] lr: 8.7494e-03 eta: 2:18:58 time: 0.0743 data_time: 0.0021 memory: 1679 loss: 1.1909 2022/11/28 07:43:22 - mmengine - INFO - Epoch(train) [98][ 400/5005] lr: 8.7347e-03 eta: 2:18:51 time: 0.0747 data_time: 0.0030 memory: 1679 loss: 1.0756 2022/11/28 07:43:29 - mmengine - INFO - Epoch(train) [98][ 500/5005] lr: 8.7199e-03 eta: 2:18:44 time: 0.0748 data_time: 0.0021 memory: 1679 loss: 1.4061 2022/11/28 07:43:31 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:43:37 - mmengine - INFO - Epoch(train) [98][ 600/5005] lr: 8.7052e-03 eta: 2:18:37 time: 0.0739 data_time: 0.0021 memory: 1679 loss: 1.2162 2022/11/28 07:43:45 - mmengine - INFO - Epoch(train) [98][ 700/5005] lr: 8.6904e-03 eta: 2:18:30 time: 0.0740 data_time: 0.0022 memory: 1679 loss: 1.2776 2022/11/28 07:43:52 - mmengine - INFO - Epoch(train) [98][ 800/5005] lr: 8.6757e-03 eta: 2:18:22 time: 0.0735 data_time: 0.0021 memory: 1679 loss: 1.1362 2022/11/28 07:44:00 - mmengine - INFO - Epoch(train) [98][ 900/5005] lr: 8.6610e-03 eta: 2:18:15 time: 0.0739 data_time: 0.0022 memory: 1679 loss: 1.1057 2022/11/28 07:44:07 - mmengine - INFO - Epoch(train) [98][1000/5005] lr: 8.6463e-03 eta: 2:18:08 time: 0.0746 data_time: 0.0021 memory: 1679 loss: 1.1932 2022/11/28 07:44:15 - mmengine - INFO - Epoch(train) [98][1100/5005] lr: 8.6316e-03 eta: 2:18:01 time: 0.0739 data_time: 0.0022 memory: 1679 loss: 1.0997 2022/11/28 07:44:23 - mmengine - INFO - Epoch(train) [98][1200/5005] lr: 8.6169e-03 eta: 2:17:53 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.1407 2022/11/28 07:44:30 - mmengine - INFO - Epoch(train) [98][1300/5005] lr: 8.6022e-03 eta: 2:17:46 time: 0.0742 data_time: 0.0024 memory: 1679 loss: 1.1261 2022/11/28 07:44:38 - mmengine - INFO - Epoch(train) [98][1400/5005] lr: 8.5876e-03 eta: 2:17:39 time: 0.0853 data_time: 0.0021 memory: 1679 loss: 1.1108 2022/11/28 07:44:46 - mmengine - INFO - Epoch(train) [98][1500/5005] lr: 8.5729e-03 eta: 2:17:32 time: 0.0749 data_time: 0.0024 memory: 1679 loss: 1.1459 2022/11/28 07:44:47 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:44:53 - mmengine - INFO - Epoch(train) [98][1600/5005] lr: 8.5583e-03 eta: 2:17:25 time: 0.0828 data_time: 0.0022 memory: 1679 loss: 1.2911 2022/11/28 07:45:01 - mmengine - INFO - Epoch(train) [98][1700/5005] lr: 8.5436e-03 eta: 2:17:17 time: 0.0742 data_time: 0.0023 memory: 1679 loss: 1.2119 2022/11/28 07:45:08 - mmengine - INFO - Epoch(train) [98][1800/5005] lr: 8.5290e-03 eta: 2:17:10 time: 0.0742 data_time: 0.0021 memory: 1679 loss: 1.3466 2022/11/28 07:45:16 - mmengine - INFO - Epoch(train) [98][1900/5005] lr: 8.5144e-03 eta: 2:17:03 time: 0.0743 data_time: 0.0021 memory: 1679 loss: 1.1576 2022/11/28 07:45:24 - mmengine - INFO - Epoch(train) [98][2000/5005] lr: 8.4998e-03 eta: 2:16:56 time: 0.0748 data_time: 0.0020 memory: 1679 loss: 1.3669 2022/11/28 07:45:31 - mmengine - INFO - Epoch(train) [98][2100/5005] lr: 8.4852e-03 eta: 2:16:49 time: 0.0741 data_time: 0.0021 memory: 1679 loss: 1.3588 2022/11/28 07:45:39 - mmengine - INFO - Epoch(train) [98][2200/5005] lr: 8.4707e-03 eta: 2:16:41 time: 0.0740 data_time: 0.0022 memory: 1679 loss: 1.2685 2022/11/28 07:45:47 - mmengine - INFO - Epoch(train) [98][2300/5005] lr: 8.4561e-03 eta: 2:16:34 time: 0.0753 data_time: 0.0028 memory: 1679 loss: 1.2097 2022/11/28 07:45:54 - mmengine - INFO - Epoch(train) [98][2400/5005] lr: 8.4416e-03 eta: 2:16:27 time: 0.0739 data_time: 0.0024 memory: 1679 loss: 1.1380 2022/11/28 07:46:02 - mmengine - INFO - Epoch(train) [98][2500/5005] lr: 8.4270e-03 eta: 2:16:20 time: 0.0765 data_time: 0.0021 memory: 1679 loss: 1.2096 2022/11/28 07:46:03 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:46:10 - mmengine - INFO - Epoch(train) [98][2600/5005] lr: 8.4125e-03 eta: 2:16:13 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 1.2078 2022/11/28 07:46:17 - mmengine - INFO - Epoch(train) [98][2700/5005] lr: 8.3980e-03 eta: 2:16:05 time: 0.0751 data_time: 0.0021 memory: 1679 loss: 1.1750 2022/11/28 07:46:25 - mmengine - INFO - Epoch(train) [98][2800/5005] lr: 8.3835e-03 eta: 2:15:58 time: 0.0754 data_time: 0.0028 memory: 1679 loss: 1.1746 2022/11/28 07:46:33 - mmengine - INFO - Epoch(train) [98][2900/5005] lr: 8.3690e-03 eta: 2:15:51 time: 0.0742 data_time: 0.0024 memory: 1679 loss: 1.2111 2022/11/28 07:46:40 - mmengine - INFO - Epoch(train) [98][3000/5005] lr: 8.3545e-03 eta: 2:15:44 time: 0.0735 data_time: 0.0022 memory: 1679 loss: 1.3112 2022/11/28 07:46:48 - mmengine - INFO - Epoch(train) [98][3100/5005] lr: 8.3400e-03 eta: 2:15:36 time: 0.0757 data_time: 0.0021 memory: 1679 loss: 1.1266 2022/11/28 07:46:56 - mmengine - INFO - Epoch(train) [98][3200/5005] lr: 8.3256e-03 eta: 2:15:29 time: 0.0745 data_time: 0.0024 memory: 1679 loss: 1.0342 2022/11/28 07:47:03 - mmengine - INFO - Epoch(train) [98][3300/5005] lr: 8.3111e-03 eta: 2:15:22 time: 0.0744 data_time: 0.0023 memory: 1679 loss: 1.5265 2022/11/28 07:47:11 - mmengine - INFO - Epoch(train) [98][3400/5005] lr: 8.2967e-03 eta: 2:15:15 time: 0.0745 data_time: 0.0023 memory: 1679 loss: 1.3289 2022/11/28 07:47:19 - mmengine - INFO - Epoch(train) [98][3500/5005] lr: 8.2823e-03 eta: 2:15:08 time: 0.0752 data_time: 0.0024 memory: 1679 loss: 1.3272 2022/11/28 07:47:20 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:47:26 - mmengine - INFO - Epoch(train) [98][3600/5005] lr: 8.2679e-03 eta: 2:15:00 time: 0.0742 data_time: 0.0021 memory: 1679 loss: 1.3526 2022/11/28 07:47:34 - mmengine - INFO - Epoch(train) [98][3700/5005] lr: 8.2535e-03 eta: 2:14:53 time: 0.0742 data_time: 0.0021 memory: 1679 loss: 1.1800 2022/11/28 07:47:41 - mmengine - INFO - Epoch(train) [98][3800/5005] lr: 8.2391e-03 eta: 2:14:46 time: 0.0759 data_time: 0.0023 memory: 1679 loss: 1.3630 2022/11/28 07:47:49 - mmengine - INFO - Epoch(train) [98][3900/5005] lr: 8.2247e-03 eta: 2:14:39 time: 0.0744 data_time: 0.0020 memory: 1679 loss: 1.3205 2022/11/28 07:47:57 - mmengine - INFO - Epoch(train) [98][4000/5005] lr: 8.2103e-03 eta: 2:14:32 time: 0.0812 data_time: 0.0025 memory: 1679 loss: 1.1648 2022/11/28 07:48:04 - mmengine - INFO - Epoch(train) [98][4100/5005] lr: 8.1960e-03 eta: 2:14:24 time: 0.0737 data_time: 0.0022 memory: 1679 loss: 1.3372 2022/11/28 07:48:12 - mmengine - INFO - Epoch(train) [98][4200/5005] lr: 8.1817e-03 eta: 2:14:17 time: 0.0746 data_time: 0.0021 memory: 1679 loss: 1.1731 2022/11/28 07:48:20 - mmengine - INFO - Epoch(train) [98][4300/5005] lr: 8.1673e-03 eta: 2:14:10 time: 0.0746 data_time: 0.0022 memory: 1679 loss: 1.3700 2022/11/28 07:48:27 - mmengine - INFO - Epoch(train) [98][4400/5005] lr: 8.1530e-03 eta: 2:14:03 time: 0.0738 data_time: 0.0022 memory: 1679 loss: 1.2320 2022/11/28 07:48:35 - mmengine - INFO - Epoch(train) [98][4500/5005] lr: 8.1387e-03 eta: 2:13:56 time: 0.0759 data_time: 0.0025 memory: 1679 loss: 1.2163 2022/11/28 07:48:36 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:48:43 - mmengine - INFO - Epoch(train) [98][4600/5005] lr: 8.1244e-03 eta: 2:13:48 time: 0.0738 data_time: 0.0026 memory: 1679 loss: 1.2411 2022/11/28 07:48:50 - mmengine - INFO - Epoch(train) [98][4700/5005] lr: 8.1101e-03 eta: 2:13:41 time: 0.0746 data_time: 0.0023 memory: 1679 loss: 1.1312 2022/11/28 07:48:58 - mmengine - INFO - Epoch(train) [98][4800/5005] lr: 8.0958e-03 eta: 2:13:34 time: 0.0745 data_time: 0.0021 memory: 1679 loss: 1.1739 2022/11/28 07:49:05 - mmengine - INFO - Epoch(train) [98][4900/5005] lr: 8.0816e-03 eta: 2:13:27 time: 0.0760 data_time: 0.0027 memory: 1679 loss: 1.1746 2022/11/28 07:49:13 - mmengine - INFO - Epoch(train) [98][5000/5005] lr: 8.0673e-03 eta: 2:13:19 time: 0.0751 data_time: 0.0030 memory: 1679 loss: 1.3782 2022/11/28 07:49:13 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:49:13 - mmengine - INFO - Saving checkpoint at 98 epochs 2022/11/28 07:49:19 - mmengine - INFO - Epoch(val) [98][100/196] eta: 0:00:03 time: 0.0375 data_time: 0.0237 memory: 1679 2022/11/28 07:49:32 - mmengine - INFO - Epoch(val) [98][196/196] accuracy/top1: 72.6080 accuracy/top5: 91.3480 2022/11/28 07:49:40 - mmengine - INFO - Epoch(train) [99][ 100/5005] lr: 8.0524e-03 eta: 2:13:12 time: 0.0756 data_time: 0.0021 memory: 1679 loss: 1.0712 2022/11/28 07:49:48 - mmengine - INFO - Epoch(train) [99][ 200/5005] lr: 8.0381e-03 eta: 2:13:05 time: 0.0760 data_time: 0.0020 memory: 1679 loss: 1.1190 2022/11/28 07:49:56 - mmengine - INFO - Epoch(train) [99][ 300/5005] lr: 8.0239e-03 eta: 2:12:58 time: 0.0751 data_time: 0.0025 memory: 1679 loss: 1.0263 2022/11/28 07:50:03 - mmengine - INFO - Epoch(train) [99][ 400/5005] lr: 8.0097e-03 eta: 2:12:50 time: 0.0754 data_time: 0.0021 memory: 1679 loss: 1.0784 2022/11/28 07:50:11 - mmengine - INFO - Epoch(train) [99][ 500/5005] lr: 7.9955e-03 eta: 2:12:43 time: 0.0734 data_time: 0.0021 memory: 1679 loss: 1.2987 2022/11/28 07:50:12 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:50:19 - mmengine - INFO - Epoch(train) [99][ 600/5005] lr: 7.9814e-03 eta: 2:12:36 time: 0.0753 data_time: 0.0021 memory: 1679 loss: 1.1505 2022/11/28 07:50:26 - mmengine - INFO - Epoch(train) [99][ 700/5005] lr: 7.9672e-03 eta: 2:12:29 time: 0.0751 data_time: 0.0023 memory: 1679 loss: 1.1685 2022/11/28 07:50:34 - mmengine - INFO - Epoch(train) [99][ 800/5005] lr: 7.9530e-03 eta: 2:12:22 time: 0.0754 data_time: 0.0023 memory: 1679 loss: 1.2311 2022/11/28 07:50:42 - mmengine - INFO - Epoch(train) [99][ 900/5005] lr: 7.9389e-03 eta: 2:12:14 time: 0.0745 data_time: 0.0021 memory: 1679 loss: 1.2790 2022/11/28 07:50:49 - mmengine - INFO - Epoch(train) [99][1000/5005] lr: 7.9247e-03 eta: 2:12:07 time: 0.0754 data_time: 0.0028 memory: 1679 loss: 1.2014 2022/11/28 07:50:57 - mmengine - INFO - Epoch(train) [99][1100/5005] lr: 7.9106e-03 eta: 2:12:00 time: 0.0747 data_time: 0.0024 memory: 1679 loss: 1.1912 2022/11/28 07:51:05 - mmengine - INFO - Epoch(train) [99][1200/5005] lr: 7.8965e-03 eta: 2:11:53 time: 0.0751 data_time: 0.0021 memory: 1679 loss: 1.0711 2022/11/28 07:51:12 - mmengine - INFO - Epoch(train) [99][1300/5005] lr: 7.8824e-03 eta: 2:11:45 time: 0.0752 data_time: 0.0021 memory: 1679 loss: 1.1782 2022/11/28 07:51:20 - mmengine - INFO - Epoch(train) [99][1400/5005] lr: 7.8683e-03 eta: 2:11:38 time: 0.0740 data_time: 0.0023 memory: 1679 loss: 1.0776 2022/11/28 07:51:28 - mmengine - INFO - Epoch(train) [99][1500/5005] lr: 7.8542e-03 eta: 2:11:31 time: 0.0745 data_time: 0.0021 memory: 1679 loss: 1.3030 2022/11/28 07:51:28 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:51:35 - mmengine - INFO - Epoch(train) [99][1600/5005] lr: 7.8402e-03 eta: 2:11:24 time: 0.0847 data_time: 0.0022 memory: 1679 loss: 1.2486 2022/11/28 07:51:43 - mmengine - INFO - Epoch(train) [99][1700/5005] lr: 7.8261e-03 eta: 2:11:17 time: 0.0814 data_time: 0.0022 memory: 1679 loss: 1.0252 2022/11/28 07:51:51 - mmengine - INFO - Epoch(train) [99][1800/5005] lr: 7.8121e-03 eta: 2:11:09 time: 0.0742 data_time: 0.0021 memory: 1679 loss: 1.1473 2022/11/28 07:51:58 - mmengine - INFO - Epoch(train) [99][1900/5005] lr: 7.7980e-03 eta: 2:11:02 time: 0.0743 data_time: 0.0024 memory: 1679 loss: 1.2930 2022/11/28 07:52:06 - mmengine - INFO - Epoch(train) [99][2000/5005] lr: 7.7840e-03 eta: 2:10:55 time: 0.0748 data_time: 0.0021 memory: 1679 loss: 1.1326 2022/11/28 07:52:14 - mmengine - INFO - Epoch(train) [99][2100/5005] lr: 7.7700e-03 eta: 2:10:48 time: 0.0744 data_time: 0.0028 memory: 1679 loss: 1.2548 2022/11/28 07:52:21 - mmengine - INFO - Epoch(train) [99][2200/5005] lr: 7.7560e-03 eta: 2:10:41 time: 0.0750 data_time: 0.0029 memory: 1679 loss: 1.1923 2022/11/28 07:52:29 - mmengine - INFO - Epoch(train) [99][2300/5005] lr: 7.7420e-03 eta: 2:10:33 time: 0.0751 data_time: 0.0022 memory: 1679 loss: 1.0348 2022/11/28 07:52:37 - mmengine - INFO - Epoch(train) [99][2400/5005] lr: 7.7281e-03 eta: 2:10:26 time: 0.0741 data_time: 0.0023 memory: 1679 loss: 1.4245 2022/11/28 07:52:44 - mmengine - INFO - Epoch(train) [99][2500/5005] lr: 7.7141e-03 eta: 2:10:19 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.3737 2022/11/28 07:52:45 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:52:52 - mmengine - INFO - Epoch(train) [99][2600/5005] lr: 7.7001e-03 eta: 2:10:12 time: 0.0748 data_time: 0.0026 memory: 1679 loss: 1.1694 2022/11/28 07:53:00 - mmengine - INFO - Epoch(train) [99][2700/5005] lr: 7.6862e-03 eta: 2:10:04 time: 0.0749 data_time: 0.0022 memory: 1679 loss: 1.1471 2022/11/28 07:53:07 - mmengine - INFO - Epoch(train) [99][2800/5005] lr: 7.6723e-03 eta: 2:09:57 time: 0.0751 data_time: 0.0027 memory: 1679 loss: 1.3781 2022/11/28 07:53:15 - mmengine - INFO - Epoch(train) [99][2900/5005] lr: 7.6584e-03 eta: 2:09:50 time: 0.0742 data_time: 0.0023 memory: 1679 loss: 1.2249 2022/11/28 07:53:22 - mmengine - INFO - Epoch(train) [99][3000/5005] lr: 7.6445e-03 eta: 2:09:43 time: 0.0739 data_time: 0.0023 memory: 1679 loss: 1.1667 2022/11/28 07:53:30 - mmengine - INFO - Epoch(train) [99][3100/5005] lr: 7.6306e-03 eta: 2:09:36 time: 0.0838 data_time: 0.0021 memory: 1679 loss: 1.1886 2022/11/28 07:53:38 - mmengine - INFO - Epoch(train) [99][3200/5005] lr: 7.6167e-03 eta: 2:09:28 time: 0.0738 data_time: 0.0022 memory: 1679 loss: 1.1274 2022/11/28 07:53:45 - mmengine - INFO - Epoch(train) [99][3300/5005] lr: 7.6028e-03 eta: 2:09:21 time: 0.0830 data_time: 0.0025 memory: 1679 loss: 1.3353 2022/11/28 07:53:53 - mmengine - INFO - Epoch(train) [99][3400/5005] lr: 7.5890e-03 eta: 2:09:14 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.2029 2022/11/28 07:54:00 - mmengine - INFO - Epoch(train) [99][3500/5005] lr: 7.5751e-03 eta: 2:09:07 time: 0.0736 data_time: 0.0023 memory: 1679 loss: 1.1190 2022/11/28 07:54:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:54:08 - mmengine - INFO - Epoch(train) [99][3600/5005] lr: 7.5613e-03 eta: 2:08:59 time: 0.0741 data_time: 0.0020 memory: 1679 loss: 1.2472 2022/11/28 07:54:16 - mmengine - INFO - Epoch(train) [99][3700/5005] lr: 7.5475e-03 eta: 2:08:52 time: 0.0756 data_time: 0.0030 memory: 1679 loss: 1.2746 2022/11/28 07:54:23 - mmengine - INFO - Epoch(train) [99][3800/5005] lr: 7.5336e-03 eta: 2:08:45 time: 0.0811 data_time: 0.0022 memory: 1679 loss: 1.2579 2022/11/28 07:54:31 - mmengine - INFO - Epoch(train) [99][3900/5005] lr: 7.5198e-03 eta: 2:08:38 time: 0.0755 data_time: 0.0029 memory: 1679 loss: 1.0425 2022/11/28 07:54:39 - mmengine - INFO - Epoch(train) [99][4000/5005] lr: 7.5061e-03 eta: 2:08:31 time: 0.0750 data_time: 0.0021 memory: 1679 loss: 1.0157 2022/11/28 07:54:46 - mmengine - INFO - Epoch(train) [99][4100/5005] lr: 7.4923e-03 eta: 2:08:23 time: 0.0745 data_time: 0.0022 memory: 1679 loss: 1.0940 2022/11/28 07:54:54 - mmengine - INFO - Epoch(train) [99][4200/5005] lr: 7.4785e-03 eta: 2:08:16 time: 0.0817 data_time: 0.0022 memory: 1679 loss: 1.2947 2022/11/28 07:55:02 - mmengine - INFO - Epoch(train) [99][4300/5005] lr: 7.4648e-03 eta: 2:08:09 time: 0.0745 data_time: 0.0025 memory: 1679 loss: 1.2521 2022/11/28 07:55:09 - mmengine - INFO - Epoch(train) [99][4400/5005] lr: 7.4510e-03 eta: 2:08:02 time: 0.0736 data_time: 0.0023 memory: 1679 loss: 1.4290 2022/11/28 07:55:17 - mmengine - INFO - Epoch(train) [99][4500/5005] lr: 7.4373e-03 eta: 2:07:54 time: 0.0745 data_time: 0.0022 memory: 1679 loss: 0.9612 2022/11/28 07:55:18 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:55:24 - mmengine - INFO - Epoch(train) [99][4600/5005] lr: 7.4236e-03 eta: 2:07:47 time: 0.0804 data_time: 0.0024 memory: 1679 loss: 1.1264 2022/11/28 07:55:32 - mmengine - INFO - Epoch(train) [99][4700/5005] lr: 7.4099e-03 eta: 2:07:40 time: 0.0748 data_time: 0.0022 memory: 1679 loss: 1.1586 2022/11/28 07:55:40 - mmengine - INFO - Epoch(train) [99][4800/5005] lr: 7.3962e-03 eta: 2:07:33 time: 0.0743 data_time: 0.0025 memory: 1679 loss: 1.1637 2022/11/28 07:55:47 - mmengine - INFO - Epoch(train) [99][4900/5005] lr: 7.3825e-03 eta: 2:07:26 time: 0.0749 data_time: 0.0029 memory: 1679 loss: 1.2966 2022/11/28 07:55:55 - mmengine - INFO - Epoch(train) [99][5000/5005] lr: 7.3688e-03 eta: 2:07:18 time: 0.0753 data_time: 0.0029 memory: 1679 loss: 1.1746 2022/11/28 07:55:55 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:55:55 - mmengine - INFO - Saving checkpoint at 99 epochs 2022/11/28 07:56:01 - mmengine - INFO - Epoch(val) [99][100/196] eta: 0:00:04 time: 0.0378 data_time: 0.0236 memory: 1679 2022/11/28 07:56:14 - mmengine - INFO - Epoch(val) [99][196/196] accuracy/top1: 73.2100 accuracy/top5: 91.4560 2022/11/28 07:56:22 - mmengine - INFO - Epoch(train) [100][ 100/5005] lr: 7.3545e-03 eta: 2:07:11 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.1235 2022/11/28 07:56:30 - mmengine - INFO - Epoch(train) [100][ 200/5005] lr: 7.3408e-03 eta: 2:07:04 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 1.2396 2022/11/28 07:56:38 - mmengine - INFO - Epoch(train) [100][ 300/5005] lr: 7.3272e-03 eta: 2:06:56 time: 0.0755 data_time: 0.0021 memory: 1679 loss: 1.2424 2022/11/28 07:56:45 - mmengine - INFO - Epoch(train) [100][ 400/5005] lr: 7.3136e-03 eta: 2:06:49 time: 0.0757 data_time: 0.0029 memory: 1679 loss: 1.1148 2022/11/28 07:56:53 - mmengine - INFO - Epoch(train) [100][ 500/5005] lr: 7.2999e-03 eta: 2:06:42 time: 0.0755 data_time: 0.0029 memory: 1679 loss: 1.2298 2022/11/28 07:56:53 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:57:01 - mmengine - INFO - Epoch(train) [100][ 600/5005] lr: 7.2863e-03 eta: 2:06:35 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 1.2549 2022/11/28 07:57:08 - mmengine - INFO - Epoch(train) [100][ 700/5005] lr: 7.2728e-03 eta: 2:06:28 time: 0.0742 data_time: 0.0021 memory: 1679 loss: 1.1328 2022/11/28 07:57:16 - mmengine - INFO - Epoch(train) [100][ 800/5005] lr: 7.2592e-03 eta: 2:06:20 time: 0.0742 data_time: 0.0024 memory: 1679 loss: 1.1004 2022/11/28 07:57:23 - mmengine - INFO - Epoch(train) [100][ 900/5005] lr: 7.2456e-03 eta: 2:06:13 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.2246 2022/11/28 07:57:31 - mmengine - INFO - Epoch(train) [100][1000/5005] lr: 7.2321e-03 eta: 2:06:06 time: 0.0750 data_time: 0.0022 memory: 1679 loss: 1.0601 2022/11/28 07:57:39 - mmengine - INFO - Epoch(train) [100][1100/5005] lr: 7.2185e-03 eta: 2:05:59 time: 0.0746 data_time: 0.0022 memory: 1679 loss: 1.1409 2022/11/28 07:57:46 - mmengine - INFO - Epoch(train) [100][1200/5005] lr: 7.2050e-03 eta: 2:05:51 time: 0.0750 data_time: 0.0023 memory: 1679 loss: 1.2394 2022/11/28 07:57:54 - mmengine - INFO - Epoch(train) [100][1300/5005] lr: 7.1915e-03 eta: 2:05:44 time: 0.0747 data_time: 0.0022 memory: 1679 loss: 1.2409 2022/11/28 07:58:02 - mmengine - INFO - Epoch(train) [100][1400/5005] lr: 7.1780e-03 eta: 2:05:37 time: 0.0745 data_time: 0.0022 memory: 1679 loss: 1.1356 2022/11/28 07:58:10 - mmengine - INFO - Epoch(train) [100][1500/5005] lr: 7.1645e-03 eta: 2:05:30 time: 0.0763 data_time: 0.0021 memory: 1679 loss: 1.1692 2022/11/28 07:58:10 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:58:17 - mmengine - INFO - Epoch(train) [100][1600/5005] lr: 7.1510e-03 eta: 2:05:23 time: 0.0747 data_time: 0.0021 memory: 1679 loss: 1.2519 2022/11/28 07:58:25 - mmengine - INFO - Epoch(train) [100][1700/5005] lr: 7.1375e-03 eta: 2:05:15 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 1.2760 2022/11/28 07:58:33 - mmengine - INFO - Epoch(train) [100][1800/5005] lr: 7.1240e-03 eta: 2:05:08 time: 0.0735 data_time: 0.0022 memory: 1679 loss: 1.2513 2022/11/28 07:58:40 - mmengine - INFO - Epoch(train) [100][1900/5005] lr: 7.1106e-03 eta: 2:05:01 time: 0.0741 data_time: 0.0021 memory: 1679 loss: 1.2496 2022/11/28 07:58:48 - mmengine - INFO - Epoch(train) [100][2000/5005] lr: 7.0972e-03 eta: 2:04:54 time: 0.0745 data_time: 0.0024 memory: 1679 loss: 1.3151 2022/11/28 07:58:56 - mmengine - INFO - Epoch(train) [100][2100/5005] lr: 7.0837e-03 eta: 2:04:46 time: 0.0743 data_time: 0.0021 memory: 1679 loss: 1.1871 2022/11/28 07:59:03 - mmengine - INFO - Epoch(train) [100][2200/5005] lr: 7.0703e-03 eta: 2:04:39 time: 0.0742 data_time: 0.0021 memory: 1679 loss: 1.0758 2022/11/28 07:59:11 - mmengine - INFO - Epoch(train) [100][2300/5005] lr: 7.0569e-03 eta: 2:04:32 time: 0.0752 data_time: 0.0027 memory: 1679 loss: 1.2060 2022/11/28 07:59:18 - mmengine - INFO - Epoch(train) [100][2400/5005] lr: 7.0435e-03 eta: 2:04:25 time: 0.0740 data_time: 0.0026 memory: 1679 loss: 1.2253 2022/11/28 07:59:26 - mmengine - INFO - Epoch(train) [100][2500/5005] lr: 7.0301e-03 eta: 2:04:18 time: 0.0756 data_time: 0.0026 memory: 1679 loss: 1.1642 2022/11/28 07:59:27 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 07:59:34 - mmengine - INFO - Epoch(train) [100][2600/5005] lr: 7.0168e-03 eta: 2:04:10 time: 0.0754 data_time: 0.0021 memory: 1679 loss: 1.1036 2022/11/28 07:59:41 - mmengine - INFO - Epoch(train) [100][2700/5005] lr: 7.0034e-03 eta: 2:04:03 time: 0.0740 data_time: 0.0021 memory: 1679 loss: 1.0317 2022/11/28 07:59:49 - mmengine - INFO - Epoch(train) [100][2800/5005] lr: 6.9901e-03 eta: 2:03:56 time: 0.0737 data_time: 0.0021 memory: 1679 loss: 1.2607 2022/11/28 07:59:57 - mmengine - INFO - Epoch(train) [100][2900/5005] lr: 6.9768e-03 eta: 2:03:49 time: 0.0740 data_time: 0.0022 memory: 1679 loss: 1.1846 2022/11/28 08:00:04 - mmengine - INFO - Epoch(train) [100][3000/5005] lr: 6.9634e-03 eta: 2:03:41 time: 0.0757 data_time: 0.0022 memory: 1679 loss: 1.1083 2022/11/28 08:00:12 - mmengine - INFO - Epoch(train) [100][3100/5005] lr: 6.9501e-03 eta: 2:03:34 time: 0.0742 data_time: 0.0023 memory: 1679 loss: 1.2197 2022/11/28 08:00:19 - mmengine - INFO - Epoch(train) [100][3200/5005] lr: 6.9368e-03 eta: 2:03:27 time: 0.0740 data_time: 0.0023 memory: 1679 loss: 1.0767 2022/11/28 08:00:27 - mmengine - INFO - Epoch(train) [100][3300/5005] lr: 6.9235e-03 eta: 2:03:20 time: 0.0747 data_time: 0.0022 memory: 1679 loss: 1.0929 2022/11/28 08:00:35 - mmengine - INFO - Epoch(train) [100][3400/5005] lr: 6.9103e-03 eta: 2:03:13 time: 0.0748 data_time: 0.0021 memory: 1679 loss: 1.2428 2022/11/28 08:00:42 - mmengine - INFO - Epoch(train) [100][3500/5005] lr: 6.8970e-03 eta: 2:03:05 time: 0.0742 data_time: 0.0026 memory: 1679 loss: 1.1964 2022/11/28 08:00:43 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:00:50 - mmengine - INFO - Epoch(train) [100][3600/5005] lr: 6.8838e-03 eta: 2:02:58 time: 0.0749 data_time: 0.0021 memory: 1679 loss: 0.9428 2022/11/28 08:00:58 - mmengine - INFO - Epoch(train) [100][3700/5005] lr: 6.8705e-03 eta: 2:02:51 time: 0.0741 data_time: 0.0022 memory: 1679 loss: 1.0150 2022/11/28 08:01:05 - mmengine - INFO - Epoch(train) [100][3800/5005] lr: 6.8573e-03 eta: 2:02:44 time: 0.0747 data_time: 0.0021 memory: 1679 loss: 1.3593 2022/11/28 08:01:13 - mmengine - INFO - Epoch(train) [100][3900/5005] lr: 6.8441e-03 eta: 2:02:36 time: 0.0753 data_time: 0.0023 memory: 1679 loss: 1.2187 2022/11/28 08:01:21 - mmengine - INFO - Epoch(train) [100][4000/5005] lr: 6.8309e-03 eta: 2:02:29 time: 0.0746 data_time: 0.0022 memory: 1679 loss: 1.2973 2022/11/28 08:01:28 - mmengine - INFO - Epoch(train) [100][4100/5005] lr: 6.8177e-03 eta: 2:02:22 time: 0.0754 data_time: 0.0022 memory: 1679 loss: 1.0664 2022/11/28 08:01:36 - mmengine - INFO - Epoch(train) [100][4200/5005] lr: 6.8045e-03 eta: 2:02:15 time: 0.0736 data_time: 0.0022 memory: 1679 loss: 1.1572 2022/11/28 08:01:44 - mmengine - INFO - Epoch(train) [100][4300/5005] lr: 6.7913e-03 eta: 2:02:08 time: 0.0751 data_time: 0.0022 memory: 1679 loss: 1.3284 2022/11/28 08:01:51 - mmengine - INFO - Epoch(train) [100][4400/5005] lr: 6.7782e-03 eta: 2:02:00 time: 0.0744 data_time: 0.0023 memory: 1679 loss: 1.0129 2022/11/28 08:01:59 - mmengine - INFO - Epoch(train) [100][4500/5005] lr: 6.7651e-03 eta: 2:01:53 time: 0.0740 data_time: 0.0022 memory: 1679 loss: 1.1820 2022/11/28 08:01:59 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:02:07 - mmengine - INFO - Epoch(train) [100][4600/5005] lr: 6.7519e-03 eta: 2:01:46 time: 0.0742 data_time: 0.0027 memory: 1679 loss: 1.1132 2022/11/28 08:02:14 - mmengine - INFO - Epoch(train) [100][4700/5005] lr: 6.7388e-03 eta: 2:01:39 time: 0.0811 data_time: 0.0023 memory: 1679 loss: 1.1988 2022/11/28 08:02:22 - mmengine - INFO - Epoch(train) [100][4800/5005] lr: 6.7257e-03 eta: 2:01:31 time: 0.0747 data_time: 0.0028 memory: 1679 loss: 1.2644 2022/11/28 08:02:30 - mmengine - INFO - Epoch(train) [100][4900/5005] lr: 6.7126e-03 eta: 2:01:24 time: 0.0740 data_time: 0.0022 memory: 1679 loss: 1.1996 2022/11/28 08:02:37 - mmengine - INFO - Epoch(train) [100][5000/5005] lr: 6.6995e-03 eta: 2:01:17 time: 0.0749 data_time: 0.0031 memory: 1679 loss: 1.3477 2022/11/28 08:02:38 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:02:38 - mmengine - INFO - Saving checkpoint at 100 epochs 2022/11/28 08:02:43 - mmengine - INFO - Epoch(val) [100][100/196] eta: 0:00:03 time: 0.0361 data_time: 0.0222 memory: 1679 2022/11/28 08:02:56 - mmengine - INFO - Epoch(val) [100][196/196] accuracy/top1: 73.1640 accuracy/top5: 91.4280 2022/11/28 08:03:04 - mmengine - INFO - Epoch(train) [101][ 100/5005] lr: 6.6858e-03 eta: 2:01:09 time: 0.0748 data_time: 0.0030 memory: 1679 loss: 1.0897 2022/11/28 08:03:12 - mmengine - INFO - Epoch(train) [101][ 200/5005] lr: 6.6727e-03 eta: 2:01:02 time: 0.0757 data_time: 0.0021 memory: 1679 loss: 1.1694 2022/11/28 08:03:20 - mmengine - INFO - Epoch(train) [101][ 300/5005] lr: 6.6597e-03 eta: 2:00:55 time: 0.0751 data_time: 0.0021 memory: 1679 loss: 1.1917 2022/11/28 08:03:28 - mmengine - INFO - Epoch(train) [101][ 400/5005] lr: 6.6466e-03 eta: 2:00:48 time: 0.0752 data_time: 0.0030 memory: 1679 loss: 1.3351 2022/11/28 08:03:35 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:03:35 - mmengine - INFO - Epoch(train) [101][ 500/5005] lr: 6.6336e-03 eta: 2:00:41 time: 0.0748 data_time: 0.0022 memory: 1679 loss: 1.1828 2022/11/28 08:03:43 - mmengine - INFO - Epoch(train) [101][ 600/5005] lr: 6.6206e-03 eta: 2:00:33 time: 0.0757 data_time: 0.0030 memory: 1679 loss: 1.1677 2022/11/28 08:03:51 - mmengine - INFO - Epoch(train) [101][ 700/5005] lr: 6.6076e-03 eta: 2:00:26 time: 0.0760 data_time: 0.0029 memory: 1679 loss: 1.2641 2022/11/28 08:03:58 - mmengine - INFO - Epoch(train) [101][ 800/5005] lr: 6.5946e-03 eta: 2:00:19 time: 0.0748 data_time: 0.0026 memory: 1679 loss: 1.1213 2022/11/28 08:04:06 - mmengine - INFO - Epoch(train) [101][ 900/5005] lr: 6.5816e-03 eta: 2:00:12 time: 0.0745 data_time: 0.0025 memory: 1679 loss: 1.2074 2022/11/28 08:04:14 - mmengine - INFO - Epoch(train) [101][1000/5005] lr: 6.5687e-03 eta: 2:00:05 time: 0.0749 data_time: 0.0022 memory: 1679 loss: 1.0127 2022/11/28 08:04:22 - mmengine - INFO - Epoch(train) [101][1100/5005] lr: 6.5557e-03 eta: 1:59:57 time: 0.0756 data_time: 0.0023 memory: 1679 loss: 1.0405 2022/11/28 08:04:29 - mmengine - INFO - Epoch(train) [101][1200/5005] lr: 6.5428e-03 eta: 1:59:50 time: 0.0745 data_time: 0.0027 memory: 1679 loss: 1.0003 2022/11/28 08:04:37 - mmengine - INFO - Epoch(train) [101][1300/5005] lr: 6.5299e-03 eta: 1:59:43 time: 0.0838 data_time: 0.0022 memory: 1679 loss: 1.1042 2022/11/28 08:04:45 - mmengine - INFO - Epoch(train) [101][1400/5005] lr: 6.5169e-03 eta: 1:59:36 time: 0.0750 data_time: 0.0022 memory: 1679 loss: 1.2378 2022/11/28 08:04:52 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:04:52 - mmengine - INFO - Epoch(train) [101][1500/5005] lr: 6.5040e-03 eta: 1:59:28 time: 0.0748 data_time: 0.0022 memory: 1679 loss: 1.0504 2022/11/28 08:05:00 - mmengine - INFO - Epoch(train) [101][1600/5005] lr: 6.4911e-03 eta: 1:59:21 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.1677 2022/11/28 08:05:07 - mmengine - INFO - Epoch(train) [101][1700/5005] lr: 6.4783e-03 eta: 1:59:14 time: 0.0749 data_time: 0.0021 memory: 1679 loss: 1.2864 2022/11/28 08:05:15 - mmengine - INFO - Epoch(train) [101][1800/5005] lr: 6.4654e-03 eta: 1:59:07 time: 0.0794 data_time: 0.0025 memory: 1679 loss: 1.0867 2022/11/28 08:05:23 - mmengine - INFO - Epoch(train) [101][1900/5005] lr: 6.4525e-03 eta: 1:59:00 time: 0.0741 data_time: 0.0022 memory: 1679 loss: 1.1864 2022/11/28 08:05:30 - mmengine - INFO - Epoch(train) [101][2000/5005] lr: 6.4397e-03 eta: 1:58:52 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 1.1797 2022/11/28 08:05:38 - mmengine - INFO - Epoch(train) [101][2100/5005] lr: 6.4269e-03 eta: 1:58:45 time: 0.0748 data_time: 0.0028 memory: 1679 loss: 1.2313 2022/11/28 08:05:46 - mmengine - INFO - Epoch(train) [101][2200/5005] lr: 6.4140e-03 eta: 1:58:38 time: 0.0755 data_time: 0.0029 memory: 1679 loss: 1.0894 2022/11/28 08:05:53 - mmengine - INFO - Epoch(train) [101][2300/5005] lr: 6.4012e-03 eta: 1:58:31 time: 0.0746 data_time: 0.0024 memory: 1679 loss: 1.3361 2022/11/28 08:06:01 - mmengine - INFO - Epoch(train) [101][2400/5005] lr: 6.3884e-03 eta: 1:58:23 time: 0.0748 data_time: 0.0022 memory: 1679 loss: 1.1969 2022/11/28 08:06:09 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:06:09 - mmengine - INFO - Epoch(train) [101][2500/5005] lr: 6.3756e-03 eta: 1:58:16 time: 0.0744 data_time: 0.0029 memory: 1679 loss: 1.3372 2022/11/28 08:06:17 - mmengine - INFO - Epoch(train) [101][2600/5005] lr: 6.3629e-03 eta: 1:58:09 time: 0.0747 data_time: 0.0027 memory: 1679 loss: 1.3834 2022/11/28 08:06:24 - mmengine - INFO - Epoch(train) [101][2700/5005] lr: 6.3501e-03 eta: 1:58:02 time: 0.0738 data_time: 0.0024 memory: 1679 loss: 1.2221 2022/11/28 08:06:32 - mmengine - INFO - Epoch(train) [101][2800/5005] lr: 6.3374e-03 eta: 1:57:54 time: 0.0754 data_time: 0.0022 memory: 1679 loss: 1.1827 2022/11/28 08:06:39 - mmengine - INFO - Epoch(train) [101][2900/5005] lr: 6.3246e-03 eta: 1:57:47 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 1.1908 2022/11/28 08:06:47 - mmengine - INFO - Epoch(train) [101][3000/5005] lr: 6.3119e-03 eta: 1:57:40 time: 0.0753 data_time: 0.0022 memory: 1679 loss: 1.2211 2022/11/28 08:06:55 - mmengine - INFO - Epoch(train) [101][3100/5005] lr: 6.2992e-03 eta: 1:57:33 time: 0.0746 data_time: 0.0021 memory: 1679 loss: 1.0346 2022/11/28 08:07:03 - mmengine - INFO - Epoch(train) [101][3200/5005] lr: 6.2865e-03 eta: 1:57:26 time: 0.0748 data_time: 0.0029 memory: 1679 loss: 1.1592 2022/11/28 08:07:10 - mmengine - INFO - Epoch(train) [101][3300/5005] lr: 6.2738e-03 eta: 1:57:18 time: 0.0747 data_time: 0.0022 memory: 1679 loss: 1.1590 2022/11/28 08:07:18 - mmengine - INFO - Epoch(train) [101][3400/5005] lr: 6.2611e-03 eta: 1:57:11 time: 0.0747 data_time: 0.0022 memory: 1679 loss: 0.9800 2022/11/28 08:07:26 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:07:26 - mmengine - INFO - Epoch(train) [101][3500/5005] lr: 6.2484e-03 eta: 1:57:04 time: 0.0816 data_time: 0.0029 memory: 1679 loss: 1.2257 2022/11/28 08:07:33 - mmengine - INFO - Epoch(train) [101][3600/5005] lr: 6.2358e-03 eta: 1:56:57 time: 0.0746 data_time: 0.0022 memory: 1679 loss: 1.1419 2022/11/28 08:07:41 - mmengine - INFO - Epoch(train) [101][3700/5005] lr: 6.2232e-03 eta: 1:56:49 time: 0.0782 data_time: 0.0021 memory: 1679 loss: 1.1694 2022/11/28 08:07:49 - mmengine - INFO - Epoch(train) [101][3800/5005] lr: 6.2105e-03 eta: 1:56:42 time: 0.0758 data_time: 0.0027 memory: 1679 loss: 1.1195 2022/11/28 08:07:56 - mmengine - INFO - Epoch(train) [101][3900/5005] lr: 6.1979e-03 eta: 1:56:35 time: 0.0742 data_time: 0.0021 memory: 1679 loss: 1.2579 2022/11/28 08:08:04 - mmengine - INFO - Epoch(train) [101][4000/5005] lr: 6.1853e-03 eta: 1:56:28 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 1.1735 2022/11/28 08:08:12 - mmengine - INFO - Epoch(train) [101][4100/5005] lr: 6.1727e-03 eta: 1:56:21 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.1084 2022/11/28 08:08:19 - mmengine - INFO - Epoch(train) [101][4200/5005] lr: 6.1601e-03 eta: 1:56:13 time: 0.0740 data_time: 0.0028 memory: 1679 loss: 1.2005 2022/11/28 08:08:27 - mmengine - INFO - Epoch(train) [101][4300/5005] lr: 6.1475e-03 eta: 1:56:06 time: 0.0749 data_time: 0.0030 memory: 1679 loss: 1.2857 2022/11/28 08:08:35 - mmengine - INFO - Epoch(train) [101][4400/5005] lr: 6.1350e-03 eta: 1:55:59 time: 0.0748 data_time: 0.0021 memory: 1679 loss: 1.2275 2022/11/28 08:08:42 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:08:42 - mmengine - INFO - Epoch(train) [101][4500/5005] lr: 6.1224e-03 eta: 1:55:52 time: 0.0758 data_time: 0.0030 memory: 1679 loss: 1.1575 2022/11/28 08:08:50 - mmengine - INFO - Epoch(train) [101][4600/5005] lr: 6.1099e-03 eta: 1:55:44 time: 0.0747 data_time: 0.0029 memory: 1679 loss: 1.1210 2022/11/28 08:08:58 - mmengine - INFO - Epoch(train) [101][4700/5005] lr: 6.0974e-03 eta: 1:55:37 time: 0.0749 data_time: 0.0022 memory: 1679 loss: 1.2275 2022/11/28 08:09:05 - mmengine - INFO - Epoch(train) [101][4800/5005] lr: 6.0849e-03 eta: 1:55:30 time: 0.0752 data_time: 0.0031 memory: 1679 loss: 1.1126 2022/11/28 08:09:13 - mmengine - INFO - Epoch(train) [101][4900/5005] lr: 6.0724e-03 eta: 1:55:23 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 1.0837 2022/11/28 08:09:21 - mmengine - INFO - Epoch(train) [101][5000/5005] lr: 6.0599e-03 eta: 1:55:16 time: 0.0755 data_time: 0.0029 memory: 1679 loss: 1.2274 2022/11/28 08:09:21 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:09:21 - mmengine - INFO - Saving checkpoint at 101 epochs 2022/11/28 08:09:27 - mmengine - INFO - Epoch(val) [101][100/196] eta: 0:00:04 time: 0.0388 data_time: 0.0247 memory: 1679 2022/11/28 08:09:40 - mmengine - INFO - Epoch(val) [101][196/196] accuracy/top1: 73.8520 accuracy/top5: 91.7760 2022/11/28 08:09:48 - mmengine - INFO - Epoch(train) [102][ 100/5005] lr: 6.0468e-03 eta: 1:55:08 time: 0.0755 data_time: 0.0021 memory: 1679 loss: 1.1764 2022/11/28 08:09:56 - mmengine - INFO - Epoch(train) [102][ 200/5005] lr: 6.0343e-03 eta: 1:55:01 time: 0.0756 data_time: 0.0031 memory: 1679 loss: 1.2609 2022/11/28 08:10:03 - mmengine - INFO - Epoch(train) [102][ 300/5005] lr: 6.0219e-03 eta: 1:54:54 time: 0.0746 data_time: 0.0022 memory: 1679 loss: 1.1247 2022/11/28 08:10:11 - mmengine - INFO - Epoch(train) [102][ 400/5005] lr: 6.0094e-03 eta: 1:54:46 time: 0.0749 data_time: 0.0031 memory: 1679 loss: 1.0004 2022/11/28 08:10:18 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:10:19 - mmengine - INFO - Epoch(train) [102][ 500/5005] lr: 5.9970e-03 eta: 1:54:39 time: 0.0840 data_time: 0.0029 memory: 1679 loss: 0.9249 2022/11/28 08:10:27 - mmengine - INFO - Epoch(train) [102][ 600/5005] lr: 5.9846e-03 eta: 1:54:32 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 1.0932 2022/11/28 08:10:34 - mmengine - INFO - Epoch(train) [102][ 700/5005] lr: 5.9722e-03 eta: 1:54:25 time: 0.0743 data_time: 0.0026 memory: 1679 loss: 1.1352 2022/11/28 08:10:42 - mmengine - INFO - Epoch(train) [102][ 800/5005] lr: 5.9598e-03 eta: 1:54:17 time: 0.0739 data_time: 0.0023 memory: 1679 loss: 1.1517 2022/11/28 08:10:50 - mmengine - INFO - Epoch(train) [102][ 900/5005] lr: 5.9474e-03 eta: 1:54:10 time: 0.0744 data_time: 0.0023 memory: 1679 loss: 1.1414 2022/11/28 08:10:57 - mmengine - INFO - Epoch(train) [102][1000/5005] lr: 5.9351e-03 eta: 1:54:03 time: 0.0745 data_time: 0.0024 memory: 1679 loss: 1.0449 2022/11/28 08:11:05 - mmengine - INFO - Epoch(train) [102][1100/5005] lr: 5.9227e-03 eta: 1:53:56 time: 0.0748 data_time: 0.0025 memory: 1679 loss: 1.0592 2022/11/28 08:11:13 - mmengine - INFO - Epoch(train) [102][1200/5005] lr: 5.9104e-03 eta: 1:53:49 time: 0.0754 data_time: 0.0021 memory: 1679 loss: 1.0231 2022/11/28 08:11:20 - mmengine - INFO - Epoch(train) [102][1300/5005] lr: 5.8981e-03 eta: 1:53:41 time: 0.0861 data_time: 0.0021 memory: 1679 loss: 1.1621 2022/11/28 08:11:28 - mmengine - INFO - Epoch(train) [102][1400/5005] lr: 5.8857e-03 eta: 1:53:34 time: 0.0740 data_time: 0.0022 memory: 1679 loss: 1.2002 2022/11/28 08:11:35 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:11:36 - mmengine - INFO - Epoch(train) [102][1500/5005] lr: 5.8734e-03 eta: 1:53:27 time: 0.0740 data_time: 0.0023 memory: 1679 loss: 1.1326 2022/11/28 08:11:43 - mmengine - INFO - Epoch(train) [102][1600/5005] lr: 5.8611e-03 eta: 1:53:20 time: 0.0741 data_time: 0.0023 memory: 1679 loss: 0.9613 2022/11/28 08:11:51 - mmengine - INFO - Epoch(train) [102][1700/5005] lr: 5.8489e-03 eta: 1:53:12 time: 0.0746 data_time: 0.0026 memory: 1679 loss: 1.1826 2022/11/28 08:11:58 - mmengine - INFO - Epoch(train) [102][1800/5005] lr: 5.8366e-03 eta: 1:53:05 time: 0.0743 data_time: 0.0024 memory: 1679 loss: 1.0531 2022/11/28 08:12:06 - mmengine - INFO - Epoch(train) [102][1900/5005] lr: 5.8243e-03 eta: 1:52:58 time: 0.0748 data_time: 0.0022 memory: 1679 loss: 1.0056 2022/11/28 08:12:14 - mmengine - INFO - Epoch(train) [102][2000/5005] lr: 5.8121e-03 eta: 1:52:51 time: 0.0742 data_time: 0.0023 memory: 1679 loss: 1.1195 2022/11/28 08:12:21 - mmengine - INFO - Epoch(train) [102][2100/5005] lr: 5.7999e-03 eta: 1:52:43 time: 0.0744 data_time: 0.0021 memory: 1679 loss: 1.1184 2022/11/28 08:12:29 - mmengine - INFO - Epoch(train) [102][2200/5005] lr: 5.7876e-03 eta: 1:52:36 time: 0.0752 data_time: 0.0022 memory: 1679 loss: 1.1273 2022/11/28 08:12:37 - mmengine - INFO - Epoch(train) [102][2300/5005] lr: 5.7754e-03 eta: 1:52:29 time: 0.0741 data_time: 0.0023 memory: 1679 loss: 1.1692 2022/11/28 08:12:45 - mmengine - INFO - Epoch(train) [102][2400/5005] lr: 5.7632e-03 eta: 1:52:22 time: 0.0750 data_time: 0.0027 memory: 1679 loss: 1.0351 2022/11/28 08:12:52 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:12:52 - mmengine - INFO - Epoch(train) [102][2500/5005] lr: 5.7510e-03 eta: 1:52:15 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 1.2732 2022/11/28 08:13:00 - mmengine - INFO - Epoch(train) [102][2600/5005] lr: 5.7389e-03 eta: 1:52:07 time: 0.0756 data_time: 0.0022 memory: 1679 loss: 1.1202 2022/11/28 08:13:08 - mmengine - INFO - Epoch(train) [102][2700/5005] lr: 5.7267e-03 eta: 1:52:00 time: 0.0745 data_time: 0.0022 memory: 1679 loss: 1.1509 2022/11/28 08:13:15 - mmengine - INFO - Epoch(train) [102][2800/5005] lr: 5.7146e-03 eta: 1:51:53 time: 0.0757 data_time: 0.0021 memory: 1679 loss: 1.1008 2022/11/28 08:13:23 - mmengine - INFO - Epoch(train) [102][2900/5005] lr: 5.7024e-03 eta: 1:51:46 time: 0.0745 data_time: 0.0023 memory: 1679 loss: 1.1427 2022/11/28 08:13:31 - mmengine - INFO - Epoch(train) [102][3000/5005] lr: 5.6903e-03 eta: 1:51:38 time: 0.0746 data_time: 0.0029 memory: 1679 loss: 1.0948 2022/11/28 08:13:38 - mmengine - INFO - Epoch(train) [102][3100/5005] lr: 5.6782e-03 eta: 1:51:31 time: 0.0749 data_time: 0.0023 memory: 1679 loss: 0.9590 2022/11/28 08:13:46 - mmengine - INFO - Epoch(train) [102][3200/5005] lr: 5.6661e-03 eta: 1:51:24 time: 0.0745 data_time: 0.0030 memory: 1679 loss: 1.1494 2022/11/28 08:13:53 - mmengine - INFO - Epoch(train) [102][3300/5005] lr: 5.6540e-03 eta: 1:51:17 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.0961 2022/11/28 08:14:01 - mmengine - INFO - Epoch(train) [102][3400/5005] lr: 5.6419e-03 eta: 1:51:09 time: 0.0743 data_time: 0.0030 memory: 1679 loss: 1.2068 2022/11/28 08:14:09 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:14:09 - mmengine - INFO - Epoch(train) [102][3500/5005] lr: 5.6299e-03 eta: 1:51:02 time: 0.0745 data_time: 0.0023 memory: 1679 loss: 1.1176 2022/11/28 08:14:17 - mmengine - INFO - Epoch(train) [102][3600/5005] lr: 5.6178e-03 eta: 1:50:55 time: 0.0746 data_time: 0.0022 memory: 1679 loss: 1.1371 2022/11/28 08:14:24 - mmengine - INFO - Epoch(train) [102][3700/5005] lr: 5.6058e-03 eta: 1:50:48 time: 0.0799 data_time: 0.0025 memory: 1679 loss: 1.0434 2022/11/28 08:14:32 - mmengine - INFO - Epoch(train) [102][3800/5005] lr: 5.5938e-03 eta: 1:50:41 time: 0.0820 data_time: 0.0022 memory: 1679 loss: 1.2298 2022/11/28 08:14:40 - mmengine - INFO - Epoch(train) [102][3900/5005] lr: 5.5817e-03 eta: 1:50:33 time: 0.0753 data_time: 0.0029 memory: 1679 loss: 1.1986 2022/11/28 08:14:47 - mmengine - INFO - Epoch(train) [102][4000/5005] lr: 5.5697e-03 eta: 1:50:26 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.0746 2022/11/28 08:14:55 - mmengine - INFO - Epoch(train) [102][4100/5005] lr: 5.5577e-03 eta: 1:50:19 time: 0.0741 data_time: 0.0022 memory: 1679 loss: 1.0074 2022/11/28 08:15:03 - mmengine - INFO - Epoch(train) [102][4200/5005] lr: 5.5458e-03 eta: 1:50:12 time: 0.0761 data_time: 0.0030 memory: 1679 loss: 1.0773 2022/11/28 08:15:10 - mmengine - INFO - Epoch(train) [102][4300/5005] lr: 5.5338e-03 eta: 1:50:04 time: 0.0746 data_time: 0.0030 memory: 1679 loss: 1.0477 2022/11/28 08:15:18 - mmengine - INFO - Epoch(train) [102][4400/5005] lr: 5.5219e-03 eta: 1:49:57 time: 0.0793 data_time: 0.0022 memory: 1679 loss: 1.1336 2022/11/28 08:15:25 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:15:26 - mmengine - INFO - Epoch(train) [102][4500/5005] lr: 5.5099e-03 eta: 1:49:50 time: 0.0748 data_time: 0.0022 memory: 1679 loss: 1.1856 2022/11/28 08:15:33 - mmengine - INFO - Epoch(train) [102][4600/5005] lr: 5.4980e-03 eta: 1:49:43 time: 0.0740 data_time: 0.0023 memory: 1679 loss: 1.1045 2022/11/28 08:15:41 - mmengine - INFO - Epoch(train) [102][4700/5005] lr: 5.4861e-03 eta: 1:49:35 time: 0.0745 data_time: 0.0021 memory: 1679 loss: 1.1825 2022/11/28 08:15:49 - mmengine - INFO - Epoch(train) [102][4800/5005] lr: 5.4742e-03 eta: 1:49:28 time: 0.0749 data_time: 0.0027 memory: 1679 loss: 1.2222 2022/11/28 08:15:56 - mmengine - INFO - Epoch(train) [102][4900/5005] lr: 5.4623e-03 eta: 1:49:21 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.1568 2022/11/28 08:16:04 - mmengine - INFO - Epoch(train) [102][5000/5005] lr: 5.4504e-03 eta: 1:49:14 time: 0.0748 data_time: 0.0031 memory: 1679 loss: 0.9890 2022/11/28 08:16:04 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:16:04 - mmengine - INFO - Saving checkpoint at 102 epochs 2022/11/28 08:16:10 - mmengine - INFO - Epoch(val) [102][100/196] eta: 0:00:03 time: 0.0381 data_time: 0.0243 memory: 1679 2022/11/28 08:16:23 - mmengine - INFO - Epoch(val) [102][196/196] accuracy/top1: 73.9620 accuracy/top5: 91.6520 2022/11/28 08:16:31 - mmengine - INFO - Epoch(train) [103][ 100/5005] lr: 5.4379e-03 eta: 1:49:06 time: 0.0753 data_time: 0.0022 memory: 1679 loss: 1.1836 2022/11/28 08:16:39 - mmengine - INFO - Epoch(train) [103][ 200/5005] lr: 5.4261e-03 eta: 1:48:59 time: 0.0747 data_time: 0.0022 memory: 1679 loss: 0.9298 2022/11/28 08:16:47 - mmengine - INFO - Epoch(train) [103][ 300/5005] lr: 5.4142e-03 eta: 1:48:52 time: 0.0752 data_time: 0.0027 memory: 1679 loss: 1.0594 2022/11/28 08:16:54 - mmengine - INFO - Epoch(train) [103][ 400/5005] lr: 5.4024e-03 eta: 1:48:45 time: 0.0756 data_time: 0.0026 memory: 1679 loss: 1.0939 2022/11/28 08:17:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:17:02 - mmengine - INFO - Epoch(train) [103][ 500/5005] lr: 5.3906e-03 eta: 1:48:37 time: 0.0754 data_time: 0.0030 memory: 1679 loss: 1.0719 2022/11/28 08:17:10 - mmengine - INFO - Epoch(train) [103][ 600/5005] lr: 5.3788e-03 eta: 1:48:30 time: 0.0825 data_time: 0.0021 memory: 1679 loss: 1.1210 2022/11/28 08:17:17 - mmengine - INFO - Epoch(train) [103][ 700/5005] lr: 5.3670e-03 eta: 1:48:23 time: 0.0743 data_time: 0.0021 memory: 1679 loss: 1.0423 2022/11/28 08:17:25 - mmengine - INFO - Epoch(train) [103][ 800/5005] lr: 5.3552e-03 eta: 1:48:16 time: 0.0752 data_time: 0.0021 memory: 1679 loss: 1.0638 2022/11/28 08:17:33 - mmengine - INFO - Epoch(train) [103][ 900/5005] lr: 5.3434e-03 eta: 1:48:08 time: 0.0746 data_time: 0.0021 memory: 1679 loss: 1.0668 2022/11/28 08:17:41 - mmengine - INFO - Epoch(train) [103][1000/5005] lr: 5.3317e-03 eta: 1:48:01 time: 0.0750 data_time: 0.0023 memory: 1679 loss: 1.0825 2022/11/28 08:17:48 - mmengine - INFO - Epoch(train) [103][1100/5005] lr: 5.3199e-03 eta: 1:47:54 time: 0.0751 data_time: 0.0021 memory: 1679 loss: 0.9739 2022/11/28 08:17:56 - mmengine - INFO - Epoch(train) [103][1200/5005] lr: 5.3082e-03 eta: 1:47:47 time: 0.0754 data_time: 0.0023 memory: 1679 loss: 1.1697 2022/11/28 08:18:04 - mmengine - INFO - Epoch(train) [103][1300/5005] lr: 5.2965e-03 eta: 1:47:39 time: 0.0759 data_time: 0.0023 memory: 1679 loss: 1.0826 2022/11/28 08:18:11 - mmengine - INFO - Epoch(train) [103][1400/5005] lr: 5.2848e-03 eta: 1:47:32 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.0760 2022/11/28 08:18:18 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:18:19 - mmengine - INFO - Epoch(train) [103][1500/5005] lr: 5.2731e-03 eta: 1:47:25 time: 0.0742 data_time: 0.0023 memory: 1679 loss: 1.2268 2022/11/28 08:18:27 - mmengine - INFO - Epoch(train) [103][1600/5005] lr: 5.2614e-03 eta: 1:47:18 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.1650 2022/11/28 08:18:34 - mmengine - INFO - Epoch(train) [103][1700/5005] lr: 5.2497e-03 eta: 1:47:11 time: 0.0749 data_time: 0.0026 memory: 1679 loss: 1.1227 2022/11/28 08:18:42 - mmengine - INFO - Epoch(train) [103][1800/5005] lr: 5.2380e-03 eta: 1:47:03 time: 0.0747 data_time: 0.0022 memory: 1679 loss: 1.1210 2022/11/28 08:18:50 - mmengine - INFO - Epoch(train) [103][1900/5005] lr: 5.2264e-03 eta: 1:46:56 time: 0.0750 data_time: 0.0021 memory: 1679 loss: 1.2130 2022/11/28 08:18:57 - mmengine - INFO - Epoch(train) [103][2000/5005] lr: 5.2148e-03 eta: 1:46:49 time: 0.0752 data_time: 0.0021 memory: 1679 loss: 0.8871 2022/11/28 08:19:05 - mmengine - INFO - Epoch(train) [103][2100/5005] lr: 5.2031e-03 eta: 1:46:42 time: 0.0759 data_time: 0.0022 memory: 1679 loss: 1.1271 2022/11/28 08:19:13 - mmengine - INFO - Epoch(train) [103][2200/5005] lr: 5.1915e-03 eta: 1:46:34 time: 0.0749 data_time: 0.0024 memory: 1679 loss: 1.0578 2022/11/28 08:19:20 - mmengine - INFO - Epoch(train) [103][2300/5005] lr: 5.1799e-03 eta: 1:46:27 time: 0.0751 data_time: 0.0024 memory: 1679 loss: 1.3117 2022/11/28 08:19:28 - mmengine - INFO - Epoch(train) [103][2400/5005] lr: 5.1683e-03 eta: 1:46:20 time: 0.0753 data_time: 0.0024 memory: 1679 loss: 1.2252 2022/11/28 08:19:35 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:19:36 - mmengine - INFO - Epoch(train) [103][2500/5005] lr: 5.1568e-03 eta: 1:46:13 time: 0.0745 data_time: 0.0022 memory: 1679 loss: 0.8909 2022/11/28 08:19:43 - mmengine - INFO - Epoch(train) [103][2600/5005] lr: 5.1452e-03 eta: 1:46:05 time: 0.0741 data_time: 0.0022 memory: 1679 loss: 1.1909 2022/11/28 08:19:51 - mmengine - INFO - Epoch(train) [103][2700/5005] lr: 5.1337e-03 eta: 1:45:58 time: 0.0756 data_time: 0.0022 memory: 1679 loss: 1.1010 2022/11/28 08:19:59 - mmengine - INFO - Epoch(train) [103][2800/5005] lr: 5.1221e-03 eta: 1:45:51 time: 0.0752 data_time: 0.0031 memory: 1679 loss: 1.2503 2022/11/28 08:20:06 - mmengine - INFO - Epoch(train) [103][2900/5005] lr: 5.1106e-03 eta: 1:45:44 time: 0.0741 data_time: 0.0022 memory: 1679 loss: 1.1127 2022/11/28 08:20:14 - mmengine - INFO - Epoch(train) [103][3000/5005] lr: 5.0991e-03 eta: 1:45:36 time: 0.0749 data_time: 0.0028 memory: 1679 loss: 1.1315 2022/11/28 08:20:22 - mmengine - INFO - Epoch(train) [103][3100/5005] lr: 5.0876e-03 eta: 1:45:29 time: 0.0744 data_time: 0.0026 memory: 1679 loss: 1.0527 2022/11/28 08:20:30 - mmengine - INFO - Epoch(train) [103][3200/5005] lr: 5.0761e-03 eta: 1:45:22 time: 0.0756 data_time: 0.0030 memory: 1679 loss: 1.0967 2022/11/28 08:20:37 - mmengine - INFO - Epoch(train) [103][3300/5005] lr: 5.0646e-03 eta: 1:45:15 time: 0.0736 data_time: 0.0022 memory: 1679 loss: 0.9618 2022/11/28 08:20:45 - mmengine - INFO - Epoch(train) [103][3400/5005] lr: 5.0532e-03 eta: 1:45:08 time: 0.0736 data_time: 0.0024 memory: 1679 loss: 1.1642 2022/11/28 08:20:52 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:20:53 - mmengine - INFO - Epoch(train) [103][3500/5005] lr: 5.0417e-03 eta: 1:45:00 time: 0.0737 data_time: 0.0022 memory: 1679 loss: 1.0625 2022/11/28 08:21:00 - mmengine - INFO - Epoch(train) [103][3600/5005] lr: 5.0303e-03 eta: 1:44:53 time: 0.0746 data_time: 0.0023 memory: 1679 loss: 1.1161 2022/11/28 08:21:08 - mmengine - INFO - Epoch(train) [103][3700/5005] lr: 5.0188e-03 eta: 1:44:46 time: 0.0749 data_time: 0.0024 memory: 1679 loss: 1.1057 2022/11/28 08:21:16 - mmengine - INFO - Epoch(train) [103][3800/5005] lr: 5.0074e-03 eta: 1:44:39 time: 0.0747 data_time: 0.0027 memory: 1679 loss: 1.1509 2022/11/28 08:21:23 - mmengine - INFO - Epoch(train) [103][3900/5005] lr: 4.9960e-03 eta: 1:44:31 time: 0.0824 data_time: 0.0032 memory: 1679 loss: 1.0438 2022/11/28 08:21:31 - mmengine - INFO - Epoch(train) [103][4000/5005] lr: 4.9846e-03 eta: 1:44:24 time: 0.0754 data_time: 0.0023 memory: 1679 loss: 1.0618 2022/11/28 08:21:39 - mmengine - INFO - Epoch(train) [103][4100/5005] lr: 4.9733e-03 eta: 1:44:17 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 1.1412 2022/11/28 08:21:46 - mmengine - INFO - Epoch(train) [103][4200/5005] lr: 4.9619e-03 eta: 1:44:10 time: 0.0743 data_time: 0.0023 memory: 1679 loss: 0.9673 2022/11/28 08:21:54 - mmengine - INFO - Epoch(train) [103][4300/5005] lr: 4.9505e-03 eta: 1:44:02 time: 0.0737 data_time: 0.0024 memory: 1679 loss: 0.9007 2022/11/28 08:22:02 - mmengine - INFO - Epoch(train) [103][4400/5005] lr: 4.9392e-03 eta: 1:43:55 time: 0.0751 data_time: 0.0022 memory: 1679 loss: 1.1224 2022/11/28 08:22:08 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:22:09 - mmengine - INFO - Epoch(train) [103][4500/5005] lr: 4.9279e-03 eta: 1:43:48 time: 0.0747 data_time: 0.0022 memory: 1679 loss: 1.1127 2022/11/28 08:22:17 - mmengine - INFO - Epoch(train) [103][4600/5005] lr: 4.9166e-03 eta: 1:43:41 time: 0.0747 data_time: 0.0030 memory: 1679 loss: 0.9867 2022/11/28 08:22:25 - mmengine - INFO - Epoch(train) [103][4700/5005] lr: 4.9052e-03 eta: 1:43:33 time: 0.0737 data_time: 0.0024 memory: 1679 loss: 1.0859 2022/11/28 08:22:32 - mmengine - INFO - Epoch(train) [103][4800/5005] lr: 4.8940e-03 eta: 1:43:26 time: 0.0748 data_time: 0.0029 memory: 1679 loss: 1.1946 2022/11/28 08:22:40 - mmengine - INFO - Epoch(train) [103][4900/5005] lr: 4.8827e-03 eta: 1:43:19 time: 0.0754 data_time: 0.0022 memory: 1679 loss: 1.1385 2022/11/28 08:22:48 - mmengine - INFO - Epoch(train) [103][5000/5005] lr: 4.8714e-03 eta: 1:43:12 time: 0.0828 data_time: 0.0037 memory: 1679 loss: 1.1010 2022/11/28 08:22:48 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:22:48 - mmengine - INFO - Saving checkpoint at 103 epochs 2022/11/28 08:22:54 - mmengine - INFO - Epoch(val) [103][100/196] eta: 0:00:03 time: 0.0360 data_time: 0.0222 memory: 1679 2022/11/28 08:23:07 - mmengine - INFO - Epoch(val) [103][196/196] accuracy/top1: 74.0120 accuracy/top5: 91.8840 2022/11/28 08:23:15 - mmengine - INFO - Epoch(train) [104][ 100/5005] lr: 4.8596e-03 eta: 1:43:04 time: 0.0750 data_time: 0.0021 memory: 1679 loss: 1.1478 2022/11/28 08:23:23 - mmengine - INFO - Epoch(train) [104][ 200/5005] lr: 4.8484e-03 eta: 1:42:57 time: 0.0752 data_time: 0.0022 memory: 1679 loss: 1.0318 2022/11/28 08:23:30 - mmengine - INFO - Epoch(train) [104][ 300/5005] lr: 4.8371e-03 eta: 1:42:50 time: 0.0794 data_time: 0.0021 memory: 1679 loss: 1.1268 2022/11/28 08:23:38 - mmengine - INFO - Epoch(train) [104][ 400/5005] lr: 4.8259e-03 eta: 1:42:43 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 1.1223 2022/11/28 08:23:45 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:23:46 - mmengine - INFO - Epoch(train) [104][ 500/5005] lr: 4.8147e-03 eta: 1:42:35 time: 0.0746 data_time: 0.0022 memory: 1679 loss: 1.1848 2022/11/28 08:23:53 - mmengine - INFO - Epoch(train) [104][ 600/5005] lr: 4.8035e-03 eta: 1:42:28 time: 0.0745 data_time: 0.0022 memory: 1679 loss: 1.1432 2022/11/28 08:24:01 - mmengine - INFO - Epoch(train) [104][ 700/5005] lr: 4.7923e-03 eta: 1:42:21 time: 0.0745 data_time: 0.0022 memory: 1679 loss: 1.0870 2022/11/28 08:24:09 - mmengine - INFO - Epoch(train) [104][ 800/5005] lr: 4.7812e-03 eta: 1:42:14 time: 0.0752 data_time: 0.0023 memory: 1679 loss: 1.2211 2022/11/28 08:24:16 - mmengine - INFO - Epoch(train) [104][ 900/5005] lr: 4.7700e-03 eta: 1:42:06 time: 0.0757 data_time: 0.0022 memory: 1679 loss: 1.1237 2022/11/28 08:24:24 - mmengine - INFO - Epoch(train) [104][1000/5005] lr: 4.7589e-03 eta: 1:41:59 time: 0.0753 data_time: 0.0022 memory: 1679 loss: 1.1435 2022/11/28 08:24:32 - mmengine - INFO - Epoch(train) [104][1100/5005] lr: 4.7477e-03 eta: 1:41:52 time: 0.0741 data_time: 0.0022 memory: 1679 loss: 1.0902 2022/11/28 08:24:39 - mmengine - INFO - Epoch(train) [104][1200/5005] lr: 4.7366e-03 eta: 1:41:45 time: 0.0749 data_time: 0.0022 memory: 1679 loss: 1.2647 2022/11/28 08:24:47 - mmengine - INFO - Epoch(train) [104][1300/5005] lr: 4.7255e-03 eta: 1:41:37 time: 0.0752 data_time: 0.0024 memory: 1679 loss: 0.9715 2022/11/28 08:24:55 - mmengine - INFO - Epoch(train) [104][1400/5005] lr: 4.7144e-03 eta: 1:41:30 time: 0.0749 data_time: 0.0023 memory: 1679 loss: 1.2847 2022/11/28 08:25:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:25:03 - mmengine - INFO - Epoch(train) [104][1500/5005] lr: 4.7033e-03 eta: 1:41:23 time: 0.0752 data_time: 0.0026 memory: 1679 loss: 1.0362 2022/11/28 08:25:10 - mmengine - INFO - Epoch(train) [104][1600/5005] lr: 4.6923e-03 eta: 1:41:16 time: 0.0747 data_time: 0.0022 memory: 1679 loss: 1.0864 2022/11/28 08:25:18 - mmengine - INFO - Epoch(train) [104][1700/5005] lr: 4.6812e-03 eta: 1:41:08 time: 0.0742 data_time: 0.0025 memory: 1679 loss: 1.0967 2022/11/28 08:25:26 - mmengine - INFO - Epoch(train) [104][1800/5005] lr: 4.6702e-03 eta: 1:41:01 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.0492 2022/11/28 08:25:33 - mmengine - INFO - Epoch(train) [104][1900/5005] lr: 4.6591e-03 eta: 1:40:54 time: 0.0740 data_time: 0.0022 memory: 1679 loss: 1.1143 2022/11/28 08:25:41 - mmengine - INFO - Epoch(train) [104][2000/5005] lr: 4.6481e-03 eta: 1:40:47 time: 0.0738 data_time: 0.0022 memory: 1679 loss: 1.0652 2022/11/28 08:25:49 - mmengine - INFO - Epoch(train) [104][2100/5005] lr: 4.6371e-03 eta: 1:40:39 time: 0.0749 data_time: 0.0022 memory: 1679 loss: 0.9860 2022/11/28 08:25:56 - mmengine - INFO - Epoch(train) [104][2200/5005] lr: 4.6261e-03 eta: 1:40:32 time: 0.0746 data_time: 0.0029 memory: 1679 loss: 0.9691 2022/11/28 08:26:04 - mmengine - INFO - Epoch(train) [104][2300/5005] lr: 4.6151e-03 eta: 1:40:25 time: 0.0744 data_time: 0.0024 memory: 1679 loss: 1.3438 2022/11/28 08:26:12 - mmengine - INFO - Epoch(train) [104][2400/5005] lr: 4.6042e-03 eta: 1:40:18 time: 0.0739 data_time: 0.0024 memory: 1679 loss: 1.1251 2022/11/28 08:26:18 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:26:19 - mmengine - INFO - Epoch(train) [104][2500/5005] lr: 4.5932e-03 eta: 1:40:11 time: 0.0756 data_time: 0.0022 memory: 1679 loss: 1.1305 2022/11/28 08:26:27 - mmengine - INFO - Epoch(train) [104][2600/5005] lr: 4.5823e-03 eta: 1:40:03 time: 0.0745 data_time: 0.0023 memory: 1679 loss: 1.0069 2022/11/28 08:26:34 - mmengine - INFO - Epoch(train) [104][2700/5005] lr: 4.5713e-03 eta: 1:39:56 time: 0.0739 data_time: 0.0023 memory: 1679 loss: 0.9777 2022/11/28 08:26:42 - mmengine - INFO - Epoch(train) [104][2800/5005] lr: 4.5604e-03 eta: 1:39:49 time: 0.0752 data_time: 0.0021 memory: 1679 loss: 1.0184 2022/11/28 08:26:50 - mmengine - INFO - Epoch(train) [104][2900/5005] lr: 4.5495e-03 eta: 1:39:42 time: 0.0823 data_time: 0.0022 memory: 1679 loss: 1.0231 2022/11/28 08:26:58 - mmengine - INFO - Epoch(train) [104][3000/5005] lr: 4.5386e-03 eta: 1:39:34 time: 0.0741 data_time: 0.0022 memory: 1679 loss: 1.0214 2022/11/28 08:27:05 - mmengine - INFO - Epoch(train) [104][3100/5005] lr: 4.5277e-03 eta: 1:39:27 time: 0.0752 data_time: 0.0022 memory: 1679 loss: 1.1005 2022/11/28 08:27:13 - mmengine - INFO - Epoch(train) [104][3200/5005] lr: 4.5169e-03 eta: 1:39:20 time: 0.0756 data_time: 0.0028 memory: 1679 loss: 1.1076 2022/11/28 08:27:21 - mmengine - INFO - Epoch(train) [104][3300/5005] lr: 4.5060e-03 eta: 1:39:13 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.2465 2022/11/28 08:27:28 - mmengine - INFO - Epoch(train) [104][3400/5005] lr: 4.4952e-03 eta: 1:39:05 time: 0.0784 data_time: 0.0022 memory: 1679 loss: 1.1274 2022/11/28 08:27:35 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:27:36 - mmengine - INFO - Epoch(train) [104][3500/5005] lr: 4.4843e-03 eta: 1:38:58 time: 0.0758 data_time: 0.0031 memory: 1679 loss: 1.1963 2022/11/28 08:27:44 - mmengine - INFO - Epoch(train) [104][3600/5005] lr: 4.4735e-03 eta: 1:38:51 time: 0.0747 data_time: 0.0023 memory: 1679 loss: 0.9978 2022/11/28 08:27:51 - mmengine - INFO - Epoch(train) [104][3700/5005] lr: 4.4627e-03 eta: 1:38:44 time: 0.0754 data_time: 0.0022 memory: 1679 loss: 1.0119 2022/11/28 08:27:59 - mmengine - INFO - Epoch(train) [104][3800/5005] lr: 4.4519e-03 eta: 1:38:36 time: 0.0757 data_time: 0.0023 memory: 1679 loss: 1.1185 2022/11/28 08:28:07 - mmengine - INFO - Epoch(train) [104][3900/5005] lr: 4.4411e-03 eta: 1:38:29 time: 0.0742 data_time: 0.0023 memory: 1679 loss: 1.0878 2022/11/28 08:28:14 - mmengine - INFO - Epoch(train) [104][4000/5005] lr: 4.4304e-03 eta: 1:38:22 time: 0.0741 data_time: 0.0023 memory: 1679 loss: 0.9954 2022/11/28 08:28:22 - mmengine - INFO - Epoch(train) [104][4100/5005] lr: 4.4196e-03 eta: 1:38:15 time: 0.0748 data_time: 0.0030 memory: 1679 loss: 1.0263 2022/11/28 08:28:30 - mmengine - INFO - Epoch(train) [104][4200/5005] lr: 4.4089e-03 eta: 1:38:07 time: 0.0751 data_time: 0.0028 memory: 1679 loss: 1.0924 2022/11/28 08:28:37 - mmengine - INFO - Epoch(train) [104][4300/5005] lr: 4.3981e-03 eta: 1:38:00 time: 0.0751 data_time: 0.0031 memory: 1679 loss: 1.0569 2022/11/28 08:28:45 - mmengine - INFO - Epoch(train) [104][4400/5005] lr: 4.3874e-03 eta: 1:37:53 time: 0.0748 data_time: 0.0022 memory: 1679 loss: 1.0348 2022/11/28 08:28:52 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:28:53 - mmengine - INFO - Epoch(train) [104][4500/5005] lr: 4.3767e-03 eta: 1:37:46 time: 0.0757 data_time: 0.0029 memory: 1679 loss: 1.0859 2022/11/28 08:29:01 - mmengine - INFO - Epoch(train) [104][4600/5005] lr: 4.3660e-03 eta: 1:37:38 time: 0.0750 data_time: 0.0022 memory: 1679 loss: 1.2401 2022/11/28 08:29:08 - mmengine - INFO - Epoch(train) [104][4700/5005] lr: 4.3553e-03 eta: 1:37:31 time: 0.0842 data_time: 0.0031 memory: 1679 loss: 1.0603 2022/11/28 08:29:16 - mmengine - INFO - Epoch(train) [104][4800/5005] lr: 4.3447e-03 eta: 1:37:24 time: 0.0747 data_time: 0.0021 memory: 1679 loss: 1.0946 2022/11/28 08:29:24 - mmengine - INFO - Epoch(train) [104][4900/5005] lr: 4.3340e-03 eta: 1:37:17 time: 0.0748 data_time: 0.0023 memory: 1679 loss: 1.0987 2022/11/28 08:29:31 - mmengine - INFO - Epoch(train) [104][5000/5005] lr: 4.3234e-03 eta: 1:37:10 time: 0.0837 data_time: 0.0041 memory: 1679 loss: 1.0560 2022/11/28 08:29:32 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:29:32 - mmengine - INFO - Saving checkpoint at 104 epochs 2022/11/28 08:29:37 - mmengine - INFO - Epoch(val) [104][100/196] eta: 0:00:03 time: 0.0374 data_time: 0.0233 memory: 1679 2022/11/28 08:29:51 - mmengine - INFO - Epoch(val) [104][196/196] accuracy/top1: 74.5440 accuracy/top5: 91.9940 2022/11/28 08:29:59 - mmengine - INFO - Epoch(train) [105][ 100/5005] lr: 4.3122e-03 eta: 1:37:02 time: 0.0751 data_time: 0.0022 memory: 1679 loss: 1.0122 2022/11/28 08:30:06 - mmengine - INFO - Epoch(train) [105][ 200/5005] lr: 4.3016e-03 eta: 1:36:55 time: 0.0757 data_time: 0.0031 memory: 1679 loss: 1.1025 2022/11/28 08:30:14 - mmengine - INFO - Epoch(train) [105][ 300/5005] lr: 4.2910e-03 eta: 1:36:48 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 0.9981 2022/11/28 08:30:22 - mmengine - INFO - Epoch(train) [105][ 400/5005] lr: 4.2804e-03 eta: 1:36:40 time: 0.0759 data_time: 0.0022 memory: 1679 loss: 0.8415 2022/11/28 08:30:28 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:30:30 - mmengine - INFO - Epoch(train) [105][ 500/5005] lr: 4.2698e-03 eta: 1:36:33 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 0.8443 2022/11/28 08:30:37 - mmengine - INFO - Epoch(train) [105][ 600/5005] lr: 4.2592e-03 eta: 1:36:26 time: 0.0752 data_time: 0.0028 memory: 1679 loss: 1.3333 2022/11/28 08:30:45 - mmengine - INFO - Epoch(train) [105][ 700/5005] lr: 4.2487e-03 eta: 1:36:19 time: 0.0751 data_time: 0.0029 memory: 1679 loss: 1.0539 2022/11/28 08:30:53 - mmengine - INFO - Epoch(train) [105][ 800/5005] lr: 4.2381e-03 eta: 1:36:11 time: 0.0744 data_time: 0.0026 memory: 1679 loss: 1.2443 2022/11/28 08:31:00 - mmengine - INFO - Epoch(train) [105][ 900/5005] lr: 4.2276e-03 eta: 1:36:04 time: 0.0748 data_time: 0.0022 memory: 1679 loss: 1.0389 2022/11/28 08:31:08 - mmengine - INFO - Epoch(train) [105][1000/5005] lr: 4.2171e-03 eta: 1:35:57 time: 0.0871 data_time: 0.0022 memory: 1679 loss: 1.0957 2022/11/28 08:31:16 - mmengine - INFO - Epoch(train) [105][1100/5005] lr: 4.2066e-03 eta: 1:35:50 time: 0.0739 data_time: 0.0023 memory: 1679 loss: 0.8945 2022/11/28 08:31:23 - mmengine - INFO - Epoch(train) [105][1200/5005] lr: 4.1961e-03 eta: 1:35:42 time: 0.0749 data_time: 0.0023 memory: 1679 loss: 1.0801 2022/11/28 08:31:31 - mmengine - INFO - Epoch(train) [105][1300/5005] lr: 4.1856e-03 eta: 1:35:35 time: 0.0749 data_time: 0.0022 memory: 1679 loss: 1.0468 2022/11/28 08:31:39 - mmengine - INFO - Epoch(train) [105][1400/5005] lr: 4.1751e-03 eta: 1:35:28 time: 0.0750 data_time: 0.0022 memory: 1679 loss: 0.9583 2022/11/28 08:31:45 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:31:46 - mmengine - INFO - Epoch(train) [105][1500/5005] lr: 4.1647e-03 eta: 1:35:21 time: 0.0743 data_time: 0.0023 memory: 1679 loss: 1.0352 2022/11/28 08:31:54 - mmengine - INFO - Epoch(train) [105][1600/5005] lr: 4.1542e-03 eta: 1:35:13 time: 0.0746 data_time: 0.0023 memory: 1679 loss: 1.1655 2022/11/28 08:32:02 - mmengine - INFO - Epoch(train) [105][1700/5005] lr: 4.1438e-03 eta: 1:35:06 time: 0.0827 data_time: 0.0025 memory: 1679 loss: 0.8746 2022/11/28 08:32:09 - mmengine - INFO - Epoch(train) [105][1800/5005] lr: 4.1334e-03 eta: 1:34:59 time: 0.0751 data_time: 0.0022 memory: 1679 loss: 1.1235 2022/11/28 08:32:17 - mmengine - INFO - Epoch(train) [105][1900/5005] lr: 4.1230e-03 eta: 1:34:52 time: 0.0745 data_time: 0.0022 memory: 1679 loss: 0.8551 2022/11/28 08:32:25 - mmengine - INFO - Epoch(train) [105][2000/5005] lr: 4.1126e-03 eta: 1:34:44 time: 0.0742 data_time: 0.0025 memory: 1679 loss: 1.0198 2022/11/28 08:32:32 - mmengine - INFO - Epoch(train) [105][2100/5005] lr: 4.1022e-03 eta: 1:34:37 time: 0.0750 data_time: 0.0023 memory: 1679 loss: 1.1015 2022/11/28 08:32:40 - mmengine - INFO - Epoch(train) [105][2200/5005] lr: 4.0918e-03 eta: 1:34:30 time: 0.0753 data_time: 0.0023 memory: 1679 loss: 0.9937 2022/11/28 08:32:48 - mmengine - INFO - Epoch(train) [105][2300/5005] lr: 4.0815e-03 eta: 1:34:23 time: 0.0755 data_time: 0.0022 memory: 1679 loss: 1.0234 2022/11/28 08:32:55 - mmengine - INFO - Epoch(train) [105][2400/5005] lr: 4.0711e-03 eta: 1:34:15 time: 0.0751 data_time: 0.0023 memory: 1679 loss: 1.0857 2022/11/28 08:33:02 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:33:03 - mmengine - INFO - Epoch(train) [105][2500/5005] lr: 4.0608e-03 eta: 1:34:08 time: 0.0755 data_time: 0.0024 memory: 1679 loss: 1.1824 2022/11/28 08:33:11 - mmengine - INFO - Epoch(train) [105][2600/5005] lr: 4.0505e-03 eta: 1:34:01 time: 0.0817 data_time: 0.0024 memory: 1679 loss: 1.2029 2022/11/28 08:33:19 - mmengine - INFO - Epoch(train) [105][2700/5005] lr: 4.0402e-03 eta: 1:33:54 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.1320 2022/11/28 08:33:26 - mmengine - INFO - Epoch(train) [105][2800/5005] lr: 4.0299e-03 eta: 1:33:46 time: 0.0763 data_time: 0.0031 memory: 1679 loss: 1.0608 2022/11/28 08:33:34 - mmengine - INFO - Epoch(train) [105][2900/5005] lr: 4.0196e-03 eta: 1:33:39 time: 0.0744 data_time: 0.0022 memory: 1679 loss: 1.1571 2022/11/28 08:33:42 - mmengine - INFO - Epoch(train) [105][3000/5005] lr: 4.0093e-03 eta: 1:33:32 time: 0.0746 data_time: 0.0028 memory: 1679 loss: 1.1560 2022/11/28 08:33:49 - mmengine - INFO - Epoch(train) [105][3100/5005] lr: 3.9991e-03 eta: 1:33:25 time: 0.0750 data_time: 0.0023 memory: 1679 loss: 1.0210 2022/11/28 08:33:57 - mmengine - INFO - Epoch(train) [105][3200/5005] lr: 3.9888e-03 eta: 1:33:17 time: 0.0747 data_time: 0.0023 memory: 1679 loss: 1.1015 2022/11/28 08:34:05 - mmengine - INFO - Epoch(train) [105][3300/5005] lr: 3.9786e-03 eta: 1:33:10 time: 0.0754 data_time: 0.0023 memory: 1679 loss: 1.0651 2022/11/28 08:34:13 - mmengine - INFO - Epoch(train) [105][3400/5005] lr: 3.9684e-03 eta: 1:33:03 time: 0.0740 data_time: 0.0024 memory: 1679 loss: 0.8661 2022/11/28 08:34:19 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:34:20 - mmengine - INFO - Epoch(train) [105][3500/5005] lr: 3.9582e-03 eta: 1:32:56 time: 0.0832 data_time: 0.0027 memory: 1679 loss: 1.0861 2022/11/28 08:34:28 - mmengine - INFO - Epoch(train) [105][3600/5005] lr: 3.9480e-03 eta: 1:32:48 time: 0.0754 data_time: 0.0025 memory: 1679 loss: 1.1811 2022/11/28 08:34:36 - mmengine - INFO - Epoch(train) [105][3700/5005] lr: 3.9378e-03 eta: 1:32:41 time: 0.0755 data_time: 0.0023 memory: 1679 loss: 1.0682 2022/11/28 08:34:43 - mmengine - INFO - Epoch(train) [105][3800/5005] lr: 3.9276e-03 eta: 1:32:34 time: 0.0758 data_time: 0.0031 memory: 1679 loss: 1.0439 2022/11/28 08:34:51 - mmengine - INFO - Epoch(train) [105][3900/5005] lr: 3.9175e-03 eta: 1:32:27 time: 0.0749 data_time: 0.0023 memory: 1679 loss: 0.8181 2022/11/28 08:34:59 - mmengine - INFO - Epoch(train) [105][4000/5005] lr: 3.9073e-03 eta: 1:32:19 time: 0.0820 data_time: 0.0022 memory: 1679 loss: 1.2744 2022/11/28 08:35:07 - mmengine - INFO - Epoch(train) [105][4100/5005] lr: 3.8972e-03 eta: 1:32:12 time: 0.0740 data_time: 0.0024 memory: 1679 loss: 1.0586 2022/11/28 08:35:14 - mmengine - INFO - Epoch(train) [105][4200/5005] lr: 3.8871e-03 eta: 1:32:05 time: 0.0832 data_time: 0.0022 memory: 1679 loss: 1.0512 2022/11/28 08:35:22 - mmengine - INFO - Epoch(train) [105][4300/5005] lr: 3.8770e-03 eta: 1:31:58 time: 0.0750 data_time: 0.0022 memory: 1679 loss: 1.0614 2022/11/28 08:35:30 - mmengine - INFO - Epoch(train) [105][4400/5005] lr: 3.8669e-03 eta: 1:31:51 time: 0.0750 data_time: 0.0023 memory: 1679 loss: 1.3089 2022/11/28 08:35:36 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:35:37 - mmengine - INFO - Epoch(train) [105][4500/5005] lr: 3.8568e-03 eta: 1:31:43 time: 0.0745 data_time: 0.0022 memory: 1679 loss: 1.1933 2022/11/28 08:35:45 - mmengine - INFO - Epoch(train) [105][4600/5005] lr: 3.8468e-03 eta: 1:31:36 time: 0.0752 data_time: 0.0029 memory: 1679 loss: 1.1208 2022/11/28 08:35:53 - mmengine - INFO - Epoch(train) [105][4700/5005] lr: 3.8367e-03 eta: 1:31:29 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 1.2375 2022/11/28 08:36:00 - mmengine - INFO - Epoch(train) [105][4800/5005] lr: 3.8267e-03 eta: 1:31:22 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.0833 2022/11/28 08:36:08 - mmengine - INFO - Epoch(train) [105][4900/5005] lr: 3.8166e-03 eta: 1:31:14 time: 0.0756 data_time: 0.0023 memory: 1679 loss: 1.0735 2022/11/28 08:36:16 - mmengine - INFO - Epoch(train) [105][5000/5005] lr: 3.8066e-03 eta: 1:31:07 time: 0.0767 data_time: 0.0030 memory: 1679 loss: 0.9383 2022/11/28 08:36:16 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:36:16 - mmengine - INFO - Saving checkpoint at 105 epochs 2022/11/28 08:36:22 - mmengine - INFO - Epoch(val) [105][100/196] eta: 0:00:03 time: 0.0371 data_time: 0.0232 memory: 1679 2022/11/28 08:36:35 - mmengine - INFO - Epoch(val) [105][196/196] accuracy/top1: 74.7180 accuracy/top5: 92.1500 2022/11/28 08:36:43 - mmengine - INFO - Epoch(train) [106][ 100/5005] lr: 3.7961e-03 eta: 1:30:59 time: 0.0749 data_time: 0.0022 memory: 1679 loss: 1.0906 2022/11/28 08:36:51 - mmengine - INFO - Epoch(train) [106][ 200/5005] lr: 3.7861e-03 eta: 1:30:52 time: 0.0744 data_time: 0.0023 memory: 1679 loss: 1.1733 2022/11/28 08:36:58 - mmengine - INFO - Epoch(train) [106][ 300/5005] lr: 3.7762e-03 eta: 1:30:45 time: 0.0749 data_time: 0.0022 memory: 1679 loss: 1.1219 2022/11/28 08:37:06 - mmengine - INFO - Epoch(train) [106][ 400/5005] lr: 3.7662e-03 eta: 1:30:38 time: 0.0753 data_time: 0.0030 memory: 1679 loss: 1.2817 2022/11/28 08:37:12 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:37:14 - mmengine - INFO - Epoch(train) [106][ 500/5005] lr: 3.7562e-03 eta: 1:30:30 time: 0.0737 data_time: 0.0022 memory: 1679 loss: 1.0958 2022/11/28 08:37:21 - mmengine - INFO - Epoch(train) [106][ 600/5005] lr: 3.7463e-03 eta: 1:30:23 time: 0.0752 data_time: 0.0023 memory: 1679 loss: 1.1371 2022/11/28 08:37:29 - mmengine - INFO - Epoch(train) [106][ 700/5005] lr: 3.7364e-03 eta: 1:30:16 time: 0.0746 data_time: 0.0022 memory: 1679 loss: 1.1755 2022/11/28 08:37:37 - mmengine - INFO - Epoch(train) [106][ 800/5005] lr: 3.7265e-03 eta: 1:30:09 time: 0.0752 data_time: 0.0022 memory: 1679 loss: 1.0387 2022/11/28 08:37:44 - mmengine - INFO - Epoch(train) [106][ 900/5005] lr: 3.7166e-03 eta: 1:30:02 time: 0.0740 data_time: 0.0023 memory: 1679 loss: 1.0623 2022/11/28 08:37:52 - mmengine - INFO - Epoch(train) [106][1000/5005] lr: 3.7067e-03 eta: 1:29:54 time: 0.0748 data_time: 0.0022 memory: 1679 loss: 0.8818 2022/11/28 08:38:00 - mmengine - INFO - Epoch(train) [106][1100/5005] lr: 3.6968e-03 eta: 1:29:47 time: 0.0739 data_time: 0.0023 memory: 1679 loss: 1.1638 2022/11/28 08:38:07 - mmengine - INFO - Epoch(train) [106][1200/5005] lr: 3.6869e-03 eta: 1:29:40 time: 0.0750 data_time: 0.0030 memory: 1679 loss: 1.0326 2022/11/28 08:38:15 - mmengine - INFO - Epoch(train) [106][1300/5005] lr: 3.6771e-03 eta: 1:29:33 time: 0.0750 data_time: 0.0022 memory: 1679 loss: 0.9912 2022/11/28 08:38:23 - mmengine - INFO - Epoch(train) [106][1400/5005] lr: 3.6672e-03 eta: 1:29:25 time: 0.0744 data_time: 0.0024 memory: 1679 loss: 0.9897 2022/11/28 08:38:28 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:38:30 - mmengine - INFO - Epoch(train) [106][1500/5005] lr: 3.6574e-03 eta: 1:29:18 time: 0.0756 data_time: 0.0030 memory: 1679 loss: 1.0522 2022/11/28 08:38:38 - mmengine - INFO - Epoch(train) [106][1600/5005] lr: 3.6476e-03 eta: 1:29:11 time: 0.0746 data_time: 0.0023 memory: 1679 loss: 0.9697 2022/11/28 08:38:46 - mmengine - INFO - Epoch(train) [106][1700/5005] lr: 3.6378e-03 eta: 1:29:03 time: 0.0758 data_time: 0.0024 memory: 1679 loss: 0.9691 2022/11/28 08:38:53 - mmengine - INFO - Epoch(train) [106][1800/5005] lr: 3.6280e-03 eta: 1:28:56 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 0.9693 2022/11/28 08:39:01 - mmengine - INFO - Epoch(train) [106][1900/5005] lr: 3.6182e-03 eta: 1:28:49 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 1.1149 2022/11/28 08:39:09 - mmengine - INFO - Epoch(train) [106][2000/5005] lr: 3.6085e-03 eta: 1:28:42 time: 0.0748 data_time: 0.0023 memory: 1679 loss: 1.0414 2022/11/28 08:39:16 - mmengine - INFO - Epoch(train) [106][2100/5005] lr: 3.5987e-03 eta: 1:28:34 time: 0.0742 data_time: 0.0024 memory: 1679 loss: 0.9723 2022/11/28 08:39:24 - mmengine - INFO - Epoch(train) [106][2200/5005] lr: 3.5890e-03 eta: 1:28:27 time: 0.0739 data_time: 0.0022 memory: 1679 loss: 1.2138 2022/11/28 08:39:32 - mmengine - INFO - Epoch(train) [106][2300/5005] lr: 3.5793e-03 eta: 1:28:20 time: 0.0785 data_time: 0.0030 memory: 1679 loss: 0.9682 2022/11/28 08:39:39 - mmengine - INFO - Epoch(train) [106][2400/5005] lr: 3.5696e-03 eta: 1:28:13 time: 0.0744 data_time: 0.0023 memory: 1679 loss: 1.1461 2022/11/28 08:39:45 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:39:47 - mmengine - INFO - Epoch(train) [106][2500/5005] lr: 3.5599e-03 eta: 1:28:05 time: 0.0752 data_time: 0.0026 memory: 1679 loss: 1.0593 2022/11/28 08:39:55 - mmengine - INFO - Epoch(train) [106][2600/5005] lr: 3.5502e-03 eta: 1:27:58 time: 0.0746 data_time: 0.0022 memory: 1679 loss: 1.1272 2022/11/28 08:40:02 - mmengine - INFO - Epoch(train) [106][2700/5005] lr: 3.5405e-03 eta: 1:27:51 time: 0.0752 data_time: 0.0023 memory: 1679 loss: 0.9976 2022/11/28 08:40:10 - mmengine - INFO - Epoch(train) [106][2800/5005] lr: 3.5308e-03 eta: 1:27:44 time: 0.0820 data_time: 0.0024 memory: 1679 loss: 1.1693 2022/11/28 08:40:18 - mmengine - INFO - Epoch(train) [106][2900/5005] lr: 3.5212e-03 eta: 1:27:36 time: 0.0737 data_time: 0.0022 memory: 1679 loss: 0.9649 2022/11/28 08:40:25 - mmengine - INFO - Epoch(train) [106][3000/5005] lr: 3.5116e-03 eta: 1:27:29 time: 0.0753 data_time: 0.0022 memory: 1679 loss: 1.0090 2022/11/28 08:40:33 - mmengine - INFO - Epoch(train) [106][3100/5005] lr: 3.5019e-03 eta: 1:27:22 time: 0.0757 data_time: 0.0027 memory: 1679 loss: 1.0095 2022/11/28 08:40:41 - mmengine - INFO - Epoch(train) [106][3200/5005] lr: 3.4923e-03 eta: 1:27:15 time: 0.0749 data_time: 0.0023 memory: 1679 loss: 1.0346 2022/11/28 08:40:48 - mmengine - INFO - Epoch(train) [106][3300/5005] lr: 3.4827e-03 eta: 1:27:07 time: 0.0736 data_time: 0.0024 memory: 1679 loss: 1.1790 2022/11/28 08:40:56 - mmengine - INFO - Epoch(train) [106][3400/5005] lr: 3.4731e-03 eta: 1:27:00 time: 0.0810 data_time: 0.0028 memory: 1679 loss: 1.0391 2022/11/28 08:41:02 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:41:04 - mmengine - INFO - Epoch(train) [106][3500/5005] lr: 3.4636e-03 eta: 1:26:53 time: 0.0745 data_time: 0.0023 memory: 1679 loss: 1.2250 2022/11/28 08:41:11 - mmengine - INFO - Epoch(train) [106][3600/5005] lr: 3.4540e-03 eta: 1:26:46 time: 0.0749 data_time: 0.0022 memory: 1679 loss: 1.0811 2022/11/28 08:41:19 - mmengine - INFO - Epoch(train) [106][3700/5005] lr: 3.4445e-03 eta: 1:26:38 time: 0.0811 data_time: 0.0024 memory: 1679 loss: 1.0379 2022/11/28 08:41:27 - mmengine - INFO - Epoch(train) [106][3800/5005] lr: 3.4349e-03 eta: 1:26:31 time: 0.0743 data_time: 0.0022 memory: 1679 loss: 1.0543 2022/11/28 08:41:34 - mmengine - INFO - Epoch(train) [106][3900/5005] lr: 3.4254e-03 eta: 1:26:24 time: 0.0748 data_time: 0.0023 memory: 1679 loss: 1.0425 2022/11/28 08:41:42 - mmengine - INFO - Epoch(train) [106][4000/5005] lr: 3.4159e-03 eta: 1:26:17 time: 0.0758 data_time: 0.0030 memory: 1679 loss: 1.1659 2022/11/28 08:41:50 - mmengine - INFO - Epoch(train) [106][4100/5005] lr: 3.4064e-03 eta: 1:26:09 time: 0.0744 data_time: 0.0026 memory: 1679 loss: 1.0244 2022/11/28 08:41:58 - mmengine - INFO - Epoch(train) [106][4200/5005] lr: 3.3969e-03 eta: 1:26:02 time: 0.0751 data_time: 0.0023 memory: 1679 loss: 1.0252 2022/11/28 08:42:05 - mmengine - INFO - Epoch(train) [106][4300/5005] lr: 3.3875e-03 eta: 1:25:55 time: 0.0748 data_time: 0.0022 memory: 1679 loss: 1.0389 2022/11/28 08:42:13 - mmengine - INFO - Epoch(train) [106][4400/5005] lr: 3.3780e-03 eta: 1:25:48 time: 0.0761 data_time: 0.0023 memory: 1679 loss: 1.1158 2022/11/28 08:42:19 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:42:21 - mmengine - INFO - Epoch(train) [106][4500/5005] lr: 3.3686e-03 eta: 1:25:40 time: 0.0749 data_time: 0.0027 memory: 1679 loss: 1.0337 2022/11/28 08:42:28 - mmengine - INFO - Epoch(train) [106][4600/5005] lr: 3.3591e-03 eta: 1:25:33 time: 0.0745 data_time: 0.0022 memory: 1679 loss: 1.0288 2022/11/28 08:42:36 - mmengine - INFO - Epoch(train) [106][4700/5005] lr: 3.3497e-03 eta: 1:25:26 time: 0.0752 data_time: 0.0024 memory: 1679 loss: 1.1761 2022/11/28 08:42:44 - mmengine - INFO - Epoch(train) [106][4800/5005] lr: 3.3403e-03 eta: 1:25:19 time: 0.0750 data_time: 0.0023 memory: 1679 loss: 1.0681 2022/11/28 08:42:51 - mmengine - INFO - Epoch(train) [106][4900/5005] lr: 3.3309e-03 eta: 1:25:11 time: 0.0750 data_time: 0.0023 memory: 1679 loss: 0.9798 2022/11/28 08:42:59 - mmengine - INFO - Epoch(train) [106][5000/5005] lr: 3.3215e-03 eta: 1:25:04 time: 0.0748 data_time: 0.0032 memory: 1679 loss: 1.1504 2022/11/28 08:42:59 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:42:59 - mmengine - INFO - Saving checkpoint at 106 epochs 2022/11/28 08:43:05 - mmengine - INFO - Epoch(val) [106][100/196] eta: 0:00:03 time: 0.0383 data_time: 0.0245 memory: 1679 2022/11/28 08:43:18 - mmengine - INFO - Epoch(val) [106][196/196] accuracy/top1: 74.9400 accuracy/top5: 92.4200 2022/11/28 08:43:26 - mmengine - INFO - Epoch(train) [107][ 100/5005] lr: 3.3117e-03 eta: 1:24:57 time: 0.0764 data_time: 0.0023 memory: 1679 loss: 0.8235 2022/11/28 08:43:34 - mmengine - INFO - Epoch(train) [107][ 200/5005] lr: 3.3024e-03 eta: 1:24:49 time: 0.0748 data_time: 0.0024 memory: 1679 loss: 0.8002 2022/11/28 08:43:41 - mmengine - INFO - Epoch(train) [107][ 300/5005] lr: 3.2930e-03 eta: 1:24:42 time: 0.0749 data_time: 0.0024 memory: 1679 loss: 1.1941 2022/11/28 08:43:49 - mmengine - INFO - Epoch(train) [107][ 400/5005] lr: 3.2837e-03 eta: 1:24:35 time: 0.0748 data_time: 0.0021 memory: 1679 loss: 1.1766 2022/11/28 08:43:54 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:43:57 - mmengine - INFO - Epoch(train) [107][ 500/5005] lr: 3.2744e-03 eta: 1:24:28 time: 0.0770 data_time: 0.0021 memory: 1679 loss: 0.8687 2022/11/28 08:44:04 - mmengine - INFO - Epoch(train) [107][ 600/5005] lr: 3.2651e-03 eta: 1:24:20 time: 0.0758 data_time: 0.0022 memory: 1679 loss: 1.0558 2022/11/28 08:44:12 - mmengine - INFO - Epoch(train) [107][ 700/5005] lr: 3.2558e-03 eta: 1:24:13 time: 0.0747 data_time: 0.0023 memory: 1679 loss: 1.0377 2022/11/28 08:44:20 - mmengine - INFO - Epoch(train) [107][ 800/5005] lr: 3.2465e-03 eta: 1:24:06 time: 0.0749 data_time: 0.0022 memory: 1679 loss: 1.1007 2022/11/28 08:44:28 - mmengine - INFO - Epoch(train) [107][ 900/5005] lr: 3.2372e-03 eta: 1:23:59 time: 0.0755 data_time: 0.0022 memory: 1679 loss: 1.0640 2022/11/28 08:44:35 - mmengine - INFO - Epoch(train) [107][1000/5005] lr: 3.2280e-03 eta: 1:23:51 time: 0.0750 data_time: 0.0028 memory: 1679 loss: 1.1135 2022/11/28 08:44:43 - mmengine - INFO - Epoch(train) [107][1100/5005] lr: 3.2187e-03 eta: 1:23:44 time: 0.0752 data_time: 0.0024 memory: 1679 loss: 1.0074 2022/11/28 08:44:51 - mmengine - INFO - Epoch(train) [107][1200/5005] lr: 3.2095e-03 eta: 1:23:37 time: 0.0741 data_time: 0.0023 memory: 1679 loss: 0.8964 2022/11/28 08:44:58 - mmengine - INFO - Epoch(train) [107][1300/5005] lr: 3.2003e-03 eta: 1:23:30 time: 0.0756 data_time: 0.0028 memory: 1679 loss: 0.9724 2022/11/28 08:45:06 - mmengine - INFO - Epoch(train) [107][1400/5005] lr: 3.1911e-03 eta: 1:23:22 time: 0.0750 data_time: 0.0024 memory: 1679 loss: 1.0733 2022/11/28 08:45:12 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:45:14 - mmengine - INFO - Epoch(train) [107][1500/5005] lr: 3.1819e-03 eta: 1:23:15 time: 0.0753 data_time: 0.0023 memory: 1679 loss: 1.0548 2022/11/28 08:45:22 - mmengine - INFO - Epoch(train) [107][1600/5005] lr: 3.1727e-03 eta: 1:23:08 time: 0.0754 data_time: 0.0023 memory: 1679 loss: 0.8736 2022/11/28 08:45:29 - mmengine - INFO - Epoch(train) [107][1700/5005] lr: 3.1636e-03 eta: 1:23:01 time: 0.0751 data_time: 0.0023 memory: 1679 loss: 0.9924 2022/11/28 08:45:37 - mmengine - INFO - Epoch(train) [107][1800/5005] lr: 3.1544e-03 eta: 1:22:53 time: 0.0744 data_time: 0.0023 memory: 1679 loss: 1.1192 2022/11/28 08:45:45 - mmengine - INFO - Epoch(train) [107][1900/5005] lr: 3.1453e-03 eta: 1:22:46 time: 0.0754 data_time: 0.0024 memory: 1679 loss: 1.1057 2022/11/28 08:45:52 - mmengine - INFO - Epoch(train) [107][2000/5005] lr: 3.1362e-03 eta: 1:22:39 time: 0.0748 data_time: 0.0023 memory: 1679 loss: 1.0133 2022/11/28 08:46:00 - mmengine - INFO - Epoch(train) [107][2100/5005] lr: 3.1271e-03 eta: 1:22:32 time: 0.0750 data_time: 0.0022 memory: 1679 loss: 0.9844 2022/11/28 08:46:08 - mmengine - INFO - Epoch(train) [107][2200/5005] lr: 3.1180e-03 eta: 1:22:24 time: 0.0751 data_time: 0.0022 memory: 1679 loss: 0.9407 2022/11/28 08:46:16 - mmengine - INFO - Epoch(train) [107][2300/5005] lr: 3.1089e-03 eta: 1:22:17 time: 0.0818 data_time: 0.0021 memory: 1679 loss: 1.1232 2022/11/28 08:46:23 - mmengine - INFO - Epoch(train) [107][2400/5005] lr: 3.0998e-03 eta: 1:22:10 time: 0.0749 data_time: 0.0030 memory: 1679 loss: 0.9555 2022/11/28 08:46:29 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:46:31 - mmengine - INFO - Epoch(train) [107][2500/5005] lr: 3.0908e-03 eta: 1:22:03 time: 0.0749 data_time: 0.0024 memory: 1679 loss: 1.1158 2022/11/28 08:46:39 - mmengine - INFO - Epoch(train) [107][2600/5005] lr: 3.0817e-03 eta: 1:21:55 time: 0.0749 data_time: 0.0024 memory: 1679 loss: 0.9075 2022/11/28 08:46:46 - mmengine - INFO - Epoch(train) [107][2700/5005] lr: 3.0727e-03 eta: 1:21:48 time: 0.0755 data_time: 0.0023 memory: 1679 loss: 1.1792 2022/11/28 08:46:54 - mmengine - INFO - Epoch(train) [107][2800/5005] lr: 3.0636e-03 eta: 1:21:41 time: 0.0814 data_time: 0.0030 memory: 1679 loss: 0.9511 2022/11/28 08:47:02 - mmengine - INFO - Epoch(train) [107][2900/5005] lr: 3.0546e-03 eta: 1:21:34 time: 0.0749 data_time: 0.0029 memory: 1679 loss: 1.0029 2022/11/28 08:47:10 - mmengine - INFO - Epoch(train) [107][3000/5005] lr: 3.0456e-03 eta: 1:21:26 time: 0.0751 data_time: 0.0024 memory: 1679 loss: 1.0673 2022/11/28 08:47:18 - mmengine - INFO - Epoch(train) [107][3100/5005] lr: 3.0367e-03 eta: 1:21:19 time: 0.0752 data_time: 0.0030 memory: 1679 loss: 1.0441 2022/11/28 08:47:25 - mmengine - INFO - Epoch(train) [107][3200/5005] lr: 3.0277e-03 eta: 1:21:12 time: 0.0743 data_time: 0.0024 memory: 1679 loss: 0.9746 2022/11/28 08:47:33 - mmengine - INFO - Epoch(train) [107][3300/5005] lr: 3.0187e-03 eta: 1:21:05 time: 0.0754 data_time: 0.0022 memory: 1679 loss: 1.1579 2022/11/28 08:47:41 - mmengine - INFO - Epoch(train) [107][3400/5005] lr: 3.0098e-03 eta: 1:20:57 time: 0.0747 data_time: 0.0027 memory: 1679 loss: 1.0434 2022/11/28 08:47:46 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:47:48 - mmengine - INFO - Epoch(train) [107][3500/5005] lr: 3.0009e-03 eta: 1:20:50 time: 0.0747 data_time: 0.0024 memory: 1679 loss: 0.8953 2022/11/28 08:47:56 - mmengine - INFO - Epoch(train) [107][3600/5005] lr: 2.9919e-03 eta: 1:20:43 time: 0.0748 data_time: 0.0022 memory: 1679 loss: 0.9261 2022/11/28 08:48:04 - mmengine - INFO - Epoch(train) [107][3700/5005] lr: 2.9830e-03 eta: 1:20:36 time: 0.0753 data_time: 0.0029 memory: 1679 loss: 0.9928 2022/11/28 08:48:11 - mmengine - INFO - Epoch(train) [107][3800/5005] lr: 2.9742e-03 eta: 1:20:28 time: 0.0754 data_time: 0.0025 memory: 1679 loss: 1.0908 2022/11/28 08:48:19 - mmengine - INFO - Epoch(train) [107][3900/5005] lr: 2.9653e-03 eta: 1:20:21 time: 0.0758 data_time: 0.0032 memory: 1679 loss: 1.0630 2022/11/28 08:48:27 - mmengine - INFO - Epoch(train) [107][4000/5005] lr: 2.9564e-03 eta: 1:20:14 time: 0.0746 data_time: 0.0023 memory: 1679 loss: 1.0952 2022/11/28 08:48:34 - mmengine - INFO - Epoch(train) [107][4100/5005] lr: 2.9476e-03 eta: 1:20:06 time: 0.0746 data_time: 0.0029 memory: 1679 loss: 0.9477 2022/11/28 08:48:42 - mmengine - INFO - Epoch(train) [107][4200/5005] lr: 2.9387e-03 eta: 1:19:59 time: 0.0754 data_time: 0.0022 memory: 1679 loss: 1.1678 2022/11/28 08:48:50 - mmengine - INFO - Epoch(train) [107][4300/5005] lr: 2.9299e-03 eta: 1:19:52 time: 0.0756 data_time: 0.0022 memory: 1679 loss: 1.1630 2022/11/28 08:48:58 - mmengine - INFO - Epoch(train) [107][4400/5005] lr: 2.9211e-03 eta: 1:19:45 time: 0.0741 data_time: 0.0023 memory: 1679 loss: 1.1723 2022/11/28 08:49:03 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:49:05 - mmengine - INFO - Epoch(train) [107][4500/5005] lr: 2.9123e-03 eta: 1:19:37 time: 0.0747 data_time: 0.0023 memory: 1679 loss: 1.0964 2022/11/28 08:49:13 - mmengine - INFO - Epoch(train) [107][4600/5005] lr: 2.9035e-03 eta: 1:19:30 time: 0.0751 data_time: 0.0022 memory: 1679 loss: 1.0119 2022/11/28 08:49:21 - mmengine - INFO - Epoch(train) [107][4700/5005] lr: 2.8947e-03 eta: 1:19:23 time: 0.0755 data_time: 0.0030 memory: 1679 loss: 1.1518 2022/11/28 08:49:28 - mmengine - INFO - Epoch(train) [107][4800/5005] lr: 2.8859e-03 eta: 1:19:16 time: 0.0744 data_time: 0.0028 memory: 1679 loss: 0.8905 2022/11/28 08:49:36 - mmengine - INFO - Epoch(train) [107][4900/5005] lr: 2.8772e-03 eta: 1:19:08 time: 0.0757 data_time: 0.0023 memory: 1679 loss: 0.9270 2022/11/28 08:49:44 - mmengine - INFO - Epoch(train) [107][5000/5005] lr: 2.8684e-03 eta: 1:19:01 time: 0.0751 data_time: 0.0031 memory: 1679 loss: 0.9026 2022/11/28 08:49:44 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:49:44 - mmengine - INFO - Saving checkpoint at 107 epochs 2022/11/28 08:49:49 - mmengine - INFO - Epoch(val) [107][100/196] eta: 0:00:03 time: 0.0399 data_time: 0.0260 memory: 1679 2022/11/28 08:50:02 - mmengine - INFO - Epoch(val) [107][196/196] accuracy/top1: 75.0960 accuracy/top5: 92.4860 2022/11/28 08:50:11 - mmengine - INFO - Epoch(train) [108][ 100/5005] lr: 2.8593e-03 eta: 1:18:54 time: 0.0757 data_time: 0.0035 memory: 1679 loss: 0.8789 2022/11/28 08:50:18 - mmengine - INFO - Epoch(train) [108][ 200/5005] lr: 2.8506e-03 eta: 1:18:46 time: 0.0751 data_time: 0.0024 memory: 1679 loss: 1.0060 2022/11/28 08:50:26 - mmengine - INFO - Epoch(train) [108][ 300/5005] lr: 2.8419e-03 eta: 1:18:39 time: 0.0766 data_time: 0.0021 memory: 1679 loss: 1.0660 2022/11/28 08:50:34 - mmengine - INFO - Epoch(train) [108][ 400/5005] lr: 2.8332e-03 eta: 1:18:32 time: 0.0743 data_time: 0.0023 memory: 1679 loss: 0.9770 2022/11/28 08:50:39 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:50:41 - mmengine - INFO - Epoch(train) [108][ 500/5005] lr: 2.8245e-03 eta: 1:18:25 time: 0.0755 data_time: 0.0025 memory: 1679 loss: 0.9513 2022/11/28 08:50:49 - mmengine - INFO - Epoch(train) [108][ 600/5005] lr: 2.8159e-03 eta: 1:18:17 time: 0.0746 data_time: 0.0023 memory: 1679 loss: 0.9592 2022/11/28 08:50:57 - mmengine - INFO - Epoch(train) [108][ 700/5005] lr: 2.8072e-03 eta: 1:18:10 time: 0.0748 data_time: 0.0024 memory: 1679 loss: 1.0193 2022/11/28 08:51:05 - mmengine - INFO - Epoch(train) [108][ 800/5005] lr: 2.7986e-03 eta: 1:18:03 time: 0.0750 data_time: 0.0024 memory: 1679 loss: 1.0345 2022/11/28 08:51:12 - mmengine - INFO - Epoch(train) [108][ 900/5005] lr: 2.7900e-03 eta: 1:17:56 time: 0.0755 data_time: 0.0025 memory: 1679 loss: 0.9952 2022/11/28 08:51:20 - mmengine - INFO - Epoch(train) [108][1000/5005] lr: 2.7814e-03 eta: 1:17:48 time: 0.0757 data_time: 0.0024 memory: 1679 loss: 1.0425 2022/11/28 08:51:28 - mmengine - INFO - Epoch(train) [108][1100/5005] lr: 2.7728e-03 eta: 1:17:41 time: 0.0752 data_time: 0.0029 memory: 1679 loss: 1.0424 2022/11/28 08:51:35 - mmengine - INFO - Epoch(train) [108][1200/5005] lr: 2.7642e-03 eta: 1:17:34 time: 0.0739 data_time: 0.0022 memory: 1679 loss: 0.9423 2022/11/28 08:51:43 - mmengine - INFO - Epoch(train) [108][1300/5005] lr: 2.7556e-03 eta: 1:17:27 time: 0.0746 data_time: 0.0022 memory: 1679 loss: 0.9924 2022/11/28 08:51:50 - mmengine - INFO - Epoch(train) [108][1400/5005] lr: 2.7471e-03 eta: 1:17:19 time: 0.0749 data_time: 0.0029 memory: 1679 loss: 1.0438 2022/11/28 08:51:55 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:51:58 - mmengine - INFO - Epoch(train) [108][1500/5005] lr: 2.7385e-03 eta: 1:17:12 time: 0.0750 data_time: 0.0022 memory: 1679 loss: 1.1319 2022/11/28 08:52:06 - mmengine - INFO - Epoch(train) [108][1600/5005] lr: 2.7300e-03 eta: 1:17:05 time: 0.0755 data_time: 0.0024 memory: 1679 loss: 1.1500 2022/11/28 08:52:14 - mmengine - INFO - Epoch(train) [108][1700/5005] lr: 2.7215e-03 eta: 1:16:57 time: 0.0754 data_time: 0.0021 memory: 1679 loss: 0.9283 2022/11/28 08:52:22 - mmengine - INFO - Epoch(train) [108][1800/5005] lr: 2.7130e-03 eta: 1:16:50 time: 0.0751 data_time: 0.0022 memory: 1679 loss: 1.1652 2022/11/28 08:52:29 - mmengine - INFO - Epoch(train) [108][1900/5005] lr: 2.7045e-03 eta: 1:16:43 time: 0.0762 data_time: 0.0022 memory: 1679 loss: 0.9787 2022/11/28 08:52:37 - mmengine - INFO - Epoch(train) [108][2000/5005] lr: 2.6960e-03 eta: 1:16:36 time: 0.0756 data_time: 0.0023 memory: 1679 loss: 0.9329 2022/11/28 08:52:45 - mmengine - INFO - Epoch(train) [108][2100/5005] lr: 2.6875e-03 eta: 1:16:28 time: 0.0753 data_time: 0.0033 memory: 1679 loss: 1.0967 2022/11/28 08:52:53 - mmengine - INFO - Epoch(train) [108][2200/5005] lr: 2.6791e-03 eta: 1:16:21 time: 0.0748 data_time: 0.0023 memory: 1679 loss: 1.1234 2022/11/28 08:53:00 - mmengine - INFO - Epoch(train) [108][2300/5005] lr: 2.6706e-03 eta: 1:16:14 time: 0.0752 data_time: 0.0029 memory: 1679 loss: 0.8755 2022/11/28 08:53:08 - mmengine - INFO - Epoch(train) [108][2400/5005] lr: 2.6622e-03 eta: 1:16:07 time: 0.0749 data_time: 0.0023 memory: 1679 loss: 1.0502 2022/11/28 08:53:13 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:53:16 - mmengine - INFO - Epoch(train) [108][2500/5005] lr: 2.6538e-03 eta: 1:15:59 time: 0.0822 data_time: 0.0022 memory: 1679 loss: 0.9407 2022/11/28 08:53:24 - mmengine - INFO - Epoch(train) [108][2600/5005] lr: 2.6454e-03 eta: 1:15:52 time: 0.0763 data_time: 0.0023 memory: 1679 loss: 1.0296 2022/11/28 08:53:31 - mmengine - INFO - Epoch(train) [108][2700/5005] lr: 2.6370e-03 eta: 1:15:45 time: 0.0753 data_time: 0.0029 memory: 1679 loss: 0.9506 2022/11/28 08:53:39 - mmengine - INFO - Epoch(train) [108][2800/5005] lr: 2.6286e-03 eta: 1:15:38 time: 0.0751 data_time: 0.0023 memory: 1679 loss: 0.7795 2022/11/28 08:53:46 - mmengine - INFO - Epoch(train) [108][2900/5005] lr: 2.6203e-03 eta: 1:15:30 time: 0.0739 data_time: 0.0023 memory: 1679 loss: 0.9476 2022/11/28 08:53:54 - mmengine - INFO - Epoch(train) [108][3000/5005] lr: 2.6119e-03 eta: 1:15:23 time: 0.0746 data_time: 0.0025 memory: 1679 loss: 0.9203 2022/11/28 08:54:02 - mmengine - INFO - Epoch(train) [108][3100/5005] lr: 2.6036e-03 eta: 1:15:16 time: 0.0742 data_time: 0.0023 memory: 1679 loss: 0.7647 2022/11/28 08:54:10 - mmengine - INFO - Epoch(train) [108][3200/5005] lr: 2.5953e-03 eta: 1:15:09 time: 0.0849 data_time: 0.0024 memory: 1679 loss: 1.0050 2022/11/28 08:54:17 - mmengine - INFO - Epoch(train) [108][3300/5005] lr: 2.5869e-03 eta: 1:15:01 time: 0.0753 data_time: 0.0023 memory: 1679 loss: 0.9369 2022/11/28 08:54:25 - mmengine - INFO - Epoch(train) [108][3400/5005] lr: 2.5786e-03 eta: 1:14:54 time: 0.0745 data_time: 0.0022 memory: 1679 loss: 1.1093 2022/11/28 08:54:30 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:54:33 - mmengine - INFO - Epoch(train) [108][3500/5005] lr: 2.5704e-03 eta: 1:14:47 time: 0.0762 data_time: 0.0033 memory: 1679 loss: 1.0904 2022/11/28 08:54:41 - mmengine - INFO - Epoch(train) [108][3600/5005] lr: 2.5621e-03 eta: 1:14:40 time: 0.0760 data_time: 0.0030 memory: 1679 loss: 1.1233 2022/11/28 08:54:48 - mmengine - INFO - Epoch(train) [108][3700/5005] lr: 2.5538e-03 eta: 1:14:32 time: 0.0814 data_time: 0.0023 memory: 1679 loss: 0.9159 2022/11/28 08:54:56 - mmengine - INFO - Epoch(train) [108][3800/5005] lr: 2.5456e-03 eta: 1:14:25 time: 0.0746 data_time: 0.0029 memory: 1679 loss: 1.1629 2022/11/28 08:55:04 - mmengine - INFO - Epoch(train) [108][3900/5005] lr: 2.5374e-03 eta: 1:14:18 time: 0.0740 data_time: 0.0023 memory: 1679 loss: 1.0910 2022/11/28 08:55:12 - mmengine - INFO - Epoch(train) [108][4000/5005] lr: 2.5291e-03 eta: 1:14:11 time: 0.0756 data_time: 0.0031 memory: 1679 loss: 1.1487 2022/11/28 08:55:19 - mmengine - INFO - Epoch(train) [108][4100/5005] lr: 2.5209e-03 eta: 1:14:03 time: 0.0749 data_time: 0.0026 memory: 1679 loss: 1.0901 2022/11/28 08:55:27 - mmengine - INFO - Epoch(train) [108][4200/5005] lr: 2.5127e-03 eta: 1:13:56 time: 0.0745 data_time: 0.0022 memory: 1679 loss: 0.9457 2022/11/28 08:55:35 - mmengine - INFO - Epoch(train) [108][4300/5005] lr: 2.5046e-03 eta: 1:13:49 time: 0.0750 data_time: 0.0028 memory: 1679 loss: 1.0631 2022/11/28 08:55:43 - mmengine - INFO - Epoch(train) [108][4400/5005] lr: 2.4964e-03 eta: 1:13:42 time: 0.0756 data_time: 0.0023 memory: 1679 loss: 1.0865 2022/11/28 08:55:48 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:55:50 - mmengine - INFO - Epoch(train) [108][4500/5005] lr: 2.4882e-03 eta: 1:13:34 time: 0.0761 data_time: 0.0022 memory: 1679 loss: 1.1891 2022/11/28 08:55:58 - mmengine - INFO - Epoch(train) [108][4600/5005] lr: 2.4801e-03 eta: 1:13:27 time: 0.0819 data_time: 0.0024 memory: 1679 loss: 1.1638 2022/11/28 08:56:06 - mmengine - INFO - Epoch(train) [108][4700/5005] lr: 2.4720e-03 eta: 1:13:20 time: 0.0754 data_time: 0.0030 memory: 1679 loss: 1.0440 2022/11/28 08:56:14 - mmengine - INFO - Epoch(train) [108][4800/5005] lr: 2.4639e-03 eta: 1:13:13 time: 0.0753 data_time: 0.0022 memory: 1679 loss: 1.0791 2022/11/28 08:56:21 - mmengine - INFO - Epoch(train) [108][4900/5005] lr: 2.4557e-03 eta: 1:13:05 time: 0.0745 data_time: 0.0025 memory: 1679 loss: 1.1060 2022/11/28 08:56:29 - mmengine - INFO - Epoch(train) [108][5000/5005] lr: 2.4477e-03 eta: 1:12:58 time: 0.0754 data_time: 0.0036 memory: 1679 loss: 1.0980 2022/11/28 08:56:29 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:56:29 - mmengine - INFO - Saving checkpoint at 108 epochs 2022/11/28 08:56:35 - mmengine - INFO - Epoch(val) [108][100/196] eta: 0:00:04 time: 0.0370 data_time: 0.0234 memory: 1679 2022/11/28 08:56:49 - mmengine - INFO - Epoch(val) [108][196/196] accuracy/top1: 75.4200 accuracy/top5: 92.5580 2022/11/28 08:56:57 - mmengine - INFO - Epoch(train) [109][ 100/5005] lr: 2.4392e-03 eta: 1:12:50 time: 0.0746 data_time: 0.0022 memory: 1679 loss: 1.0984 2022/11/28 08:57:04 - mmengine - INFO - Epoch(train) [109][ 200/5005] lr: 2.4311e-03 eta: 1:12:43 time: 0.0744 data_time: 0.0023 memory: 1679 loss: 1.0645 2022/11/28 08:57:12 - mmengine - INFO - Epoch(train) [109][ 300/5005] lr: 2.4231e-03 eta: 1:12:36 time: 0.0755 data_time: 0.0030 memory: 1679 loss: 1.0564 2022/11/28 08:57:20 - mmengine - INFO - Epoch(train) [109][ 400/5005] lr: 2.4150e-03 eta: 1:12:29 time: 0.0742 data_time: 0.0022 memory: 1679 loss: 1.0364 2022/11/28 08:57:25 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:57:28 - mmengine - INFO - Epoch(train) [109][ 500/5005] lr: 2.4070e-03 eta: 1:12:21 time: 0.0763 data_time: 0.0029 memory: 1679 loss: 1.0895 2022/11/28 08:57:36 - mmengine - INFO - Epoch(train) [109][ 600/5005] lr: 2.3990e-03 eta: 1:12:14 time: 0.0749 data_time: 0.0022 memory: 1679 loss: 0.9817 2022/11/28 08:57:43 - mmengine - INFO - Epoch(train) [109][ 700/5005] lr: 2.3910e-03 eta: 1:12:07 time: 0.0760 data_time: 0.0025 memory: 1679 loss: 1.0612 2022/11/28 08:57:51 - mmengine - INFO - Epoch(train) [109][ 800/5005] lr: 2.3830e-03 eta: 1:12:00 time: 0.0761 data_time: 0.0023 memory: 1679 loss: 0.8822 2022/11/28 08:57:59 - mmengine - INFO - Epoch(train) [109][ 900/5005] lr: 2.3750e-03 eta: 1:11:52 time: 0.0752 data_time: 0.0023 memory: 1679 loss: 1.0881 2022/11/28 08:58:07 - mmengine - INFO - Epoch(train) [109][1000/5005] lr: 2.3671e-03 eta: 1:11:45 time: 0.0749 data_time: 0.0029 memory: 1679 loss: 1.0022 2022/11/28 08:58:14 - mmengine - INFO - Epoch(train) [109][1100/5005] lr: 2.3591e-03 eta: 1:11:38 time: 0.0761 data_time: 0.0022 memory: 1679 loss: 0.9736 2022/11/28 08:58:22 - mmengine - INFO - Epoch(train) [109][1200/5005] lr: 2.3512e-03 eta: 1:11:31 time: 0.0755 data_time: 0.0022 memory: 1679 loss: 1.0469 2022/11/28 08:58:30 - mmengine - INFO - Epoch(train) [109][1300/5005] lr: 2.3433e-03 eta: 1:11:23 time: 0.0746 data_time: 0.0023 memory: 1679 loss: 1.0407 2022/11/28 08:58:38 - mmengine - INFO - Epoch(train) [109][1400/5005] lr: 2.3354e-03 eta: 1:11:16 time: 0.0757 data_time: 0.0028 memory: 1679 loss: 0.8719 2022/11/28 08:58:42 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 08:58:45 - mmengine - INFO - Epoch(train) [109][1500/5005] lr: 2.3275e-03 eta: 1:11:09 time: 0.0766 data_time: 0.0022 memory: 1679 loss: 0.9193 2022/11/28 08:58:53 - mmengine - INFO - Epoch(train) [109][1600/5005] lr: 2.3196e-03 eta: 1:11:02 time: 0.0744 data_time: 0.0023 memory: 1679 loss: 1.0749 2022/11/28 08:59:01 - mmengine - INFO - Epoch(train) [109][1700/5005] lr: 2.3117e-03 eta: 1:10:54 time: 0.0739 data_time: 0.0023 memory: 1679 loss: 0.8280 2022/11/28 08:59:08 - mmengine - INFO - Epoch(train) [109][1800/5005] lr: 2.3039e-03 eta: 1:10:47 time: 0.0752 data_time: 0.0023 memory: 1679 loss: 1.1117 2022/11/28 08:59:16 - mmengine - INFO - Epoch(train) [109][1900/5005] lr: 2.2960e-03 eta: 1:10:40 time: 0.0748 data_time: 0.0027 memory: 1679 loss: 0.9355 2022/11/28 08:59:24 - mmengine - INFO - Epoch(train) [109][2000/5005] lr: 2.2882e-03 eta: 1:10:32 time: 0.0767 data_time: 0.0029 memory: 1679 loss: 0.9430 2022/11/28 08:59:32 - mmengine - INFO - Epoch(train) [109][2100/5005] lr: 2.2804e-03 eta: 1:10:25 time: 0.0795 data_time: 0.0028 memory: 1679 loss: 0.9842 2022/11/28 08:59:39 - mmengine - INFO - Epoch(train) [109][2200/5005] lr: 2.2726e-03 eta: 1:10:18 time: 0.0756 data_time: 0.0023 memory: 1679 loss: 0.8869 2022/11/28 08:59:47 - mmengine - INFO - Epoch(train) [109][2300/5005] lr: 2.2648e-03 eta: 1:10:11 time: 0.0743 data_time: 0.0024 memory: 1679 loss: 1.0266 2022/11/28 08:59:55 - mmengine - INFO - Epoch(train) [109][2400/5005] lr: 2.2570e-03 eta: 1:10:03 time: 0.0741 data_time: 0.0024 memory: 1679 loss: 0.8105 2022/11/28 08:59:59 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:00:02 - mmengine - INFO - Epoch(train) [109][2500/5005] lr: 2.2493e-03 eta: 1:09:56 time: 0.0757 data_time: 0.0031 memory: 1679 loss: 1.0029 2022/11/28 09:00:10 - mmengine - INFO - Epoch(train) [109][2600/5005] lr: 2.2415e-03 eta: 1:09:49 time: 0.0758 data_time: 0.0023 memory: 1679 loss: 0.8897 2022/11/28 09:00:18 - mmengine - INFO - Epoch(train) [109][2700/5005] lr: 2.2338e-03 eta: 1:09:42 time: 0.0761 data_time: 0.0022 memory: 1679 loss: 1.0894 2022/11/28 09:00:26 - mmengine - INFO - Epoch(train) [109][2800/5005] lr: 2.2261e-03 eta: 1:09:34 time: 0.0753 data_time: 0.0023 memory: 1679 loss: 0.8875 2022/11/28 09:00:33 - mmengine - INFO - Epoch(train) [109][2900/5005] lr: 2.2184e-03 eta: 1:09:27 time: 0.0764 data_time: 0.0027 memory: 1679 loss: 0.9552 2022/11/28 09:00:41 - mmengine - INFO - Epoch(train) [109][3000/5005] lr: 2.2107e-03 eta: 1:09:20 time: 0.0756 data_time: 0.0022 memory: 1679 loss: 0.9068 2022/11/28 09:00:49 - mmengine - INFO - Epoch(train) [109][3100/5005] lr: 2.2030e-03 eta: 1:09:13 time: 0.0755 data_time: 0.0023 memory: 1679 loss: 0.9659 2022/11/28 09:00:56 - mmengine - INFO - Epoch(train) [109][3200/5005] lr: 2.1953e-03 eta: 1:09:05 time: 0.0755 data_time: 0.0025 memory: 1679 loss: 1.0248 2022/11/28 09:01:04 - mmengine - INFO - Epoch(train) [109][3300/5005] lr: 2.1876e-03 eta: 1:08:58 time: 0.0750 data_time: 0.0025 memory: 1679 loss: 0.9370 2022/11/28 09:01:12 - mmengine - INFO - Epoch(train) [109][3400/5005] lr: 2.1800e-03 eta: 1:08:51 time: 0.0745 data_time: 0.0025 memory: 1679 loss: 1.1497 2022/11/28 09:01:16 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:01:19 - mmengine - INFO - Epoch(train) [109][3500/5005] lr: 2.1724e-03 eta: 1:08:44 time: 0.0754 data_time: 0.0023 memory: 1679 loss: 0.9117 2022/11/28 09:01:27 - mmengine - INFO - Epoch(train) [109][3600/5005] lr: 2.1647e-03 eta: 1:08:36 time: 0.0790 data_time: 0.0023 memory: 1679 loss: 1.0001 2022/11/28 09:01:35 - mmengine - INFO - Epoch(train) [109][3700/5005] lr: 2.1571e-03 eta: 1:08:29 time: 0.0744 data_time: 0.0028 memory: 1679 loss: 1.0887 2022/11/28 09:01:43 - mmengine - INFO - Epoch(train) [109][3800/5005] lr: 2.1495e-03 eta: 1:08:22 time: 0.0816 data_time: 0.0023 memory: 1679 loss: 0.9897 2022/11/28 09:01:50 - mmengine - INFO - Epoch(train) [109][3900/5005] lr: 2.1420e-03 eta: 1:08:14 time: 0.0754 data_time: 0.0030 memory: 1679 loss: 0.9807 2022/11/28 09:01:58 - mmengine - INFO - Epoch(train) [109][4000/5005] lr: 2.1344e-03 eta: 1:08:07 time: 0.0748 data_time: 0.0022 memory: 1679 loss: 0.9037 2022/11/28 09:02:06 - mmengine - INFO - Epoch(train) [109][4100/5005] lr: 2.1268e-03 eta: 1:08:00 time: 0.0754 data_time: 0.0023 memory: 1679 loss: 1.0504 2022/11/28 09:02:13 - mmengine - INFO - Epoch(train) [109][4200/5005] lr: 2.1193e-03 eta: 1:07:53 time: 0.0744 data_time: 0.0024 memory: 1679 loss: 0.9491 2022/11/28 09:02:21 - mmengine - INFO - Epoch(train) [109][4300/5005] lr: 2.1118e-03 eta: 1:07:45 time: 0.0768 data_time: 0.0023 memory: 1679 loss: 0.9703 2022/11/28 09:02:29 - mmengine - INFO - Epoch(train) [109][4400/5005] lr: 2.1043e-03 eta: 1:07:38 time: 0.0746 data_time: 0.0023 memory: 1679 loss: 0.9330 2022/11/28 09:02:33 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:02:36 - mmengine - INFO - Epoch(train) [109][4500/5005] lr: 2.0968e-03 eta: 1:07:31 time: 0.0751 data_time: 0.0022 memory: 1679 loss: 1.0424 2022/11/28 09:02:44 - mmengine - INFO - Epoch(train) [109][4600/5005] lr: 2.0893e-03 eta: 1:07:24 time: 0.0762 data_time: 0.0030 memory: 1679 loss: 0.9198 2022/11/28 09:02:52 - mmengine - INFO - Epoch(train) [109][4700/5005] lr: 2.0818e-03 eta: 1:07:16 time: 0.0752 data_time: 0.0023 memory: 1679 loss: 1.1628 2022/11/28 09:03:00 - mmengine - INFO - Epoch(train) [109][4800/5005] lr: 2.0743e-03 eta: 1:07:09 time: 0.0751 data_time: 0.0023 memory: 1679 loss: 0.9552 2022/11/28 09:03:07 - mmengine - INFO - Epoch(train) [109][4900/5005] lr: 2.0669e-03 eta: 1:07:02 time: 0.0759 data_time: 0.0032 memory: 1679 loss: 0.8681 2022/11/28 09:03:15 - mmengine - INFO - Epoch(train) [109][5000/5005] lr: 2.0595e-03 eta: 1:06:55 time: 0.0755 data_time: 0.0038 memory: 1679 loss: 0.8795 2022/11/28 09:03:15 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:03:15 - mmengine - INFO - Saving checkpoint at 109 epochs 2022/11/28 09:03:21 - mmengine - INFO - Epoch(val) [109][100/196] eta: 0:00:03 time: 0.0382 data_time: 0.0247 memory: 1679 2022/11/28 09:03:34 - mmengine - INFO - Epoch(val) [109][196/196] accuracy/top1: 75.4760 accuracy/top5: 92.6420 2022/11/28 09:03:42 - mmengine - INFO - Epoch(train) [110][ 100/5005] lr: 2.0517e-03 eta: 1:06:47 time: 0.0762 data_time: 0.0026 memory: 1679 loss: 1.0148 2022/11/28 09:03:50 - mmengine - INFO - Epoch(train) [110][ 200/5005] lr: 2.0443e-03 eta: 1:06:40 time: 0.0756 data_time: 0.0023 memory: 1679 loss: 1.2737 2022/11/28 09:03:58 - mmengine - INFO - Epoch(train) [110][ 300/5005] lr: 2.0369e-03 eta: 1:06:32 time: 0.0750 data_time: 0.0031 memory: 1679 loss: 0.9637 2022/11/28 09:04:05 - mmengine - INFO - Epoch(train) [110][ 400/5005] lr: 2.0295e-03 eta: 1:06:25 time: 0.0757 data_time: 0.0024 memory: 1679 loss: 0.9737 2022/11/28 09:04:10 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:04:13 - mmengine - INFO - Epoch(train) [110][ 500/5005] lr: 2.0221e-03 eta: 1:06:18 time: 0.0756 data_time: 0.0030 memory: 1679 loss: 0.8245 2022/11/28 09:04:21 - mmengine - INFO - Epoch(train) [110][ 600/5005] lr: 2.0148e-03 eta: 1:06:11 time: 0.0754 data_time: 0.0030 memory: 1679 loss: 0.9941 2022/11/28 09:04:29 - mmengine - INFO - Epoch(train) [110][ 700/5005] lr: 2.0074e-03 eta: 1:06:03 time: 0.0763 data_time: 0.0029 memory: 1679 loss: 0.9876 2022/11/28 09:04:36 - mmengine - INFO - Epoch(train) [110][ 800/5005] lr: 2.0001e-03 eta: 1:05:56 time: 0.0750 data_time: 0.0023 memory: 1679 loss: 1.0878 2022/11/28 09:04:44 - mmengine - INFO - Epoch(train) [110][ 900/5005] lr: 1.9928e-03 eta: 1:05:49 time: 0.0804 data_time: 0.0023 memory: 1679 loss: 1.1511 2022/11/28 09:04:52 - mmengine - INFO - Epoch(train) [110][1000/5005] lr: 1.9855e-03 eta: 1:05:42 time: 0.0749 data_time: 0.0028 memory: 1679 loss: 1.1648 2022/11/28 09:05:00 - mmengine - INFO - Epoch(train) [110][1100/5005] lr: 1.9782e-03 eta: 1:05:34 time: 0.0745 data_time: 0.0023 memory: 1679 loss: 0.9126 2022/11/28 09:05:07 - mmengine - INFO - Epoch(train) [110][1200/5005] lr: 1.9709e-03 eta: 1:05:27 time: 0.0759 data_time: 0.0023 memory: 1679 loss: 1.1039 2022/11/28 09:05:15 - mmengine - INFO - Epoch(train) [110][1300/5005] lr: 1.9636e-03 eta: 1:05:20 time: 0.0757 data_time: 0.0032 memory: 1679 loss: 1.0200 2022/11/28 09:05:23 - mmengine - INFO - Epoch(train) [110][1400/5005] lr: 1.9564e-03 eta: 1:05:12 time: 0.0763 data_time: 0.0031 memory: 1679 loss: 0.7773 2022/11/28 09:05:27 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:05:31 - mmengine - INFO - Epoch(train) [110][1500/5005] lr: 1.9491e-03 eta: 1:05:05 time: 0.0744 data_time: 0.0023 memory: 1679 loss: 1.0053 2022/11/28 09:05:38 - mmengine - INFO - Epoch(train) [110][1600/5005] lr: 1.9419e-03 eta: 1:04:58 time: 0.0823 data_time: 0.0022 memory: 1679 loss: 1.0786 2022/11/28 09:05:46 - mmengine - INFO - Epoch(train) [110][1700/5005] lr: 1.9347e-03 eta: 1:04:51 time: 0.0754 data_time: 0.0024 memory: 1679 loss: 0.9025 2022/11/28 09:05:54 - mmengine - INFO - Epoch(train) [110][1800/5005] lr: 1.9275e-03 eta: 1:04:43 time: 0.0745 data_time: 0.0023 memory: 1679 loss: 1.1181 2022/11/28 09:06:02 - mmengine - INFO - Epoch(train) [110][1900/5005] lr: 1.9203e-03 eta: 1:04:36 time: 0.0762 data_time: 0.0028 memory: 1679 loss: 0.9996 2022/11/28 09:06:09 - mmengine - INFO - Epoch(train) [110][2000/5005] lr: 1.9131e-03 eta: 1:04:29 time: 0.0762 data_time: 0.0023 memory: 1679 loss: 0.7819 2022/11/28 09:06:17 - mmengine - INFO - Epoch(train) [110][2100/5005] lr: 1.9060e-03 eta: 1:04:22 time: 0.0754 data_time: 0.0023 memory: 1679 loss: 1.0250 2022/11/28 09:06:25 - mmengine - INFO - Epoch(train) [110][2200/5005] lr: 1.8988e-03 eta: 1:04:14 time: 0.0742 data_time: 0.0023 memory: 1679 loss: 0.8838 2022/11/28 09:06:33 - mmengine - INFO - Epoch(train) [110][2300/5005] lr: 1.8917e-03 eta: 1:04:07 time: 0.0752 data_time: 0.0024 memory: 1679 loss: 1.0337 2022/11/28 09:06:40 - mmengine - INFO - Epoch(train) [110][2400/5005] lr: 1.8846e-03 eta: 1:04:00 time: 0.0746 data_time: 0.0025 memory: 1679 loss: 0.8359 2022/11/28 09:06:45 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:06:48 - mmengine - INFO - Epoch(train) [110][2500/5005] lr: 1.8775e-03 eta: 1:03:53 time: 0.0759 data_time: 0.0025 memory: 1679 loss: 1.1430 2022/11/28 09:06:56 - mmengine - INFO - Epoch(train) [110][2600/5005] lr: 1.8704e-03 eta: 1:03:45 time: 0.0750 data_time: 0.0023 memory: 1679 loss: 0.9108 2022/11/28 09:07:04 - mmengine - INFO - Epoch(train) [110][2700/5005] lr: 1.8633e-03 eta: 1:03:38 time: 0.0750 data_time: 0.0022 memory: 1679 loss: 0.9568 2022/11/28 09:07:12 - mmengine - INFO - Epoch(train) [110][2800/5005] lr: 1.8562e-03 eta: 1:03:31 time: 0.0751 data_time: 0.0026 memory: 1679 loss: 0.8779 2022/11/28 09:07:19 - mmengine - INFO - Epoch(train) [110][2900/5005] lr: 1.8492e-03 eta: 1:03:23 time: 0.0754 data_time: 0.0032 memory: 1679 loss: 1.0305 2022/11/28 09:07:27 - mmengine - INFO - Epoch(train) [110][3000/5005] lr: 1.8422e-03 eta: 1:03:16 time: 0.0755 data_time: 0.0027 memory: 1679 loss: 0.9229 2022/11/28 09:07:35 - mmengine - INFO - Epoch(train) [110][3100/5005] lr: 1.8351e-03 eta: 1:03:09 time: 0.0760 data_time: 0.0029 memory: 1679 loss: 1.0339 2022/11/28 09:07:42 - mmengine - INFO - Epoch(train) [110][3200/5005] lr: 1.8281e-03 eta: 1:03:02 time: 0.0751 data_time: 0.0023 memory: 1679 loss: 1.2133 2022/11/28 09:07:50 - mmengine - INFO - Epoch(train) [110][3300/5005] lr: 1.8211e-03 eta: 1:02:54 time: 0.0753 data_time: 0.0030 memory: 1679 loss: 0.9296 2022/11/28 09:07:58 - mmengine - INFO - Epoch(train) [110][3400/5005] lr: 1.8141e-03 eta: 1:02:47 time: 0.0816 data_time: 0.0022 memory: 1679 loss: 1.1018 2022/11/28 09:08:02 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:08:06 - mmengine - INFO - Epoch(train) [110][3500/5005] lr: 1.8071e-03 eta: 1:02:40 time: 0.0765 data_time: 0.0023 memory: 1679 loss: 0.8392 2022/11/28 09:08:13 - mmengine - INFO - Epoch(train) [110][3600/5005] lr: 1.8002e-03 eta: 1:02:33 time: 0.0769 data_time: 0.0033 memory: 1679 loss: 1.1378 2022/11/28 09:08:21 - mmengine - INFO - Epoch(train) [110][3700/5005] lr: 1.7932e-03 eta: 1:02:25 time: 0.0756 data_time: 0.0025 memory: 1679 loss: 1.0294 2022/11/28 09:08:29 - mmengine - INFO - Epoch(train) [110][3800/5005] lr: 1.7863e-03 eta: 1:02:18 time: 0.0753 data_time: 0.0024 memory: 1679 loss: 1.0982 2022/11/28 09:08:37 - mmengine - INFO - Epoch(train) [110][3900/5005] lr: 1.7794e-03 eta: 1:02:11 time: 0.0762 data_time: 0.0022 memory: 1679 loss: 1.0480 2022/11/28 09:08:45 - mmengine - INFO - Epoch(train) [110][4000/5005] lr: 1.7725e-03 eta: 1:02:04 time: 0.0760 data_time: 0.0031 memory: 1679 loss: 1.0249 2022/11/28 09:08:52 - mmengine - INFO - Epoch(train) [110][4100/5005] lr: 1.7656e-03 eta: 1:01:56 time: 0.0759 data_time: 0.0023 memory: 1679 loss: 1.0577 2022/11/28 09:09:00 - mmengine - INFO - Epoch(train) [110][4200/5005] lr: 1.7587e-03 eta: 1:01:49 time: 0.0790 data_time: 0.0023 memory: 1679 loss: 0.9591 2022/11/28 09:09:08 - mmengine - INFO - Epoch(train) [110][4300/5005] lr: 1.7518e-03 eta: 1:01:42 time: 0.0758 data_time: 0.0026 memory: 1679 loss: 1.0531 2022/11/28 09:09:16 - mmengine - INFO - Epoch(train) [110][4400/5005] lr: 1.7450e-03 eta: 1:01:35 time: 0.0745 data_time: 0.0023 memory: 1679 loss: 0.9218 2022/11/28 09:09:20 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:09:24 - mmengine - INFO - Epoch(train) [110][4500/5005] lr: 1.7381e-03 eta: 1:01:27 time: 0.0745 data_time: 0.0024 memory: 1679 loss: 0.9625 2022/11/28 09:09:31 - mmengine - INFO - Epoch(train) [110][4600/5005] lr: 1.7313e-03 eta: 1:01:20 time: 0.0758 data_time: 0.0028 memory: 1679 loss: 0.9149 2022/11/28 09:09:39 - mmengine - INFO - Epoch(train) [110][4700/5005] lr: 1.7245e-03 eta: 1:01:13 time: 0.0742 data_time: 0.0024 memory: 1679 loss: 0.9975 2022/11/28 09:09:47 - mmengine - INFO - Epoch(train) [110][4800/5005] lr: 1.7177e-03 eta: 1:01:05 time: 0.0750 data_time: 0.0030 memory: 1679 loss: 0.8929 2022/11/28 09:09:54 - mmengine - INFO - Epoch(train) [110][4900/5005] lr: 1.7109e-03 eta: 1:00:58 time: 0.0748 data_time: 0.0024 memory: 1679 loss: 1.0058 2022/11/28 09:10:02 - mmengine - INFO - Epoch(train) [110][5000/5005] lr: 1.7041e-03 eta: 1:00:51 time: 0.0753 data_time: 0.0031 memory: 1679 loss: 1.1537 2022/11/28 09:10:02 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:10:02 - mmengine - INFO - Saving checkpoint at 110 epochs 2022/11/28 09:10:08 - mmengine - INFO - Epoch(val) [110][100/196] eta: 0:00:04 time: 0.0377 data_time: 0.0226 memory: 1679 2022/11/28 09:10:21 - mmengine - INFO - Epoch(val) [110][196/196] accuracy/top1: 75.6340 accuracy/top5: 92.7760 2022/11/28 09:10:29 - mmengine - INFO - Epoch(train) [111][ 100/5005] lr: 1.6970e-03 eta: 1:00:43 time: 0.0744 data_time: 0.0023 memory: 1679 loss: 0.8946 2022/11/28 09:10:37 - mmengine - INFO - Epoch(train) [111][ 200/5005] lr: 1.6903e-03 eta: 1:00:36 time: 0.0745 data_time: 0.0023 memory: 1679 loss: 0.9257 2022/11/28 09:10:45 - mmengine - INFO - Epoch(train) [111][ 300/5005] lr: 1.6835e-03 eta: 1:00:29 time: 0.0742 data_time: 0.0023 memory: 1679 loss: 0.9222 2022/11/28 09:10:52 - mmengine - INFO - Epoch(train) [111][ 400/5005] lr: 1.6768e-03 eta: 1:00:21 time: 0.0756 data_time: 0.0022 memory: 1679 loss: 0.8495 2022/11/28 09:10:56 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:11:00 - mmengine - INFO - Epoch(train) [111][ 500/5005] lr: 1.6701e-03 eta: 1:00:14 time: 0.0755 data_time: 0.0023 memory: 1679 loss: 1.0403 2022/11/28 09:11:08 - mmengine - INFO - Epoch(train) [111][ 600/5005] lr: 1.6634e-03 eta: 1:00:07 time: 0.0824 data_time: 0.0025 memory: 1679 loss: 0.9415 2022/11/28 09:11:15 - mmengine - INFO - Epoch(train) [111][ 700/5005] lr: 1.6567e-03 eta: 1:00:00 time: 0.0749 data_time: 0.0023 memory: 1679 loss: 0.9661 2022/11/28 09:11:23 - mmengine - INFO - Epoch(train) [111][ 800/5005] lr: 1.6500e-03 eta: 0:59:52 time: 0.0753 data_time: 0.0024 memory: 1679 loss: 0.9570 2022/11/28 09:11:31 - mmengine - INFO - Epoch(train) [111][ 900/5005] lr: 1.6434e-03 eta: 0:59:45 time: 0.0745 data_time: 0.0027 memory: 1679 loss: 1.0936 2022/11/28 09:11:39 - mmengine - INFO - Epoch(train) [111][1000/5005] lr: 1.6367e-03 eta: 0:59:38 time: 0.0748 data_time: 0.0023 memory: 1679 loss: 0.9530 2022/11/28 09:11:46 - mmengine - INFO - Epoch(train) [111][1100/5005] lr: 1.6301e-03 eta: 0:59:31 time: 0.0760 data_time: 0.0028 memory: 1679 loss: 1.0746 2022/11/28 09:11:54 - mmengine - INFO - Epoch(train) [111][1200/5005] lr: 1.6235e-03 eta: 0:59:23 time: 0.0748 data_time: 0.0023 memory: 1679 loss: 0.9683 2022/11/28 09:12:02 - mmengine - INFO - Epoch(train) [111][1300/5005] lr: 1.6169e-03 eta: 0:59:16 time: 0.0760 data_time: 0.0029 memory: 1679 loss: 0.8116 2022/11/28 09:12:10 - mmengine - INFO - Epoch(train) [111][1400/5005] lr: 1.6103e-03 eta: 0:59:09 time: 0.0760 data_time: 0.0025 memory: 1679 loss: 0.8652 2022/11/28 09:12:14 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:12:17 - mmengine - INFO - Epoch(train) [111][1500/5005] lr: 1.6037e-03 eta: 0:59:01 time: 0.0756 data_time: 0.0022 memory: 1679 loss: 1.0217 2022/11/28 09:12:25 - mmengine - INFO - Epoch(train) [111][1600/5005] lr: 1.5972e-03 eta: 0:58:54 time: 0.0749 data_time: 0.0024 memory: 1679 loss: 1.0548 2022/11/28 09:12:33 - mmengine - INFO - Epoch(train) [111][1700/5005] lr: 1.5906e-03 eta: 0:58:47 time: 0.0749 data_time: 0.0023 memory: 1679 loss: 1.0360 2022/11/28 09:12:41 - mmengine - INFO - Epoch(train) [111][1800/5005] lr: 1.5841e-03 eta: 0:58:40 time: 0.0818 data_time: 0.0023 memory: 1679 loss: 1.0484 2022/11/28 09:12:48 - mmengine - INFO - Epoch(train) [111][1900/5005] lr: 1.5775e-03 eta: 0:58:32 time: 0.0749 data_time: 0.0025 memory: 1679 loss: 0.7140 2022/11/28 09:12:56 - mmengine - INFO - Epoch(train) [111][2000/5005] lr: 1.5710e-03 eta: 0:58:25 time: 0.0758 data_time: 0.0024 memory: 1679 loss: 0.9467 2022/11/28 09:13:04 - mmengine - INFO - Epoch(train) [111][2100/5005] lr: 1.5645e-03 eta: 0:58:18 time: 0.0753 data_time: 0.0022 memory: 1679 loss: 0.9198 2022/11/28 09:13:12 - mmengine - INFO - Epoch(train) [111][2200/5005] lr: 1.5581e-03 eta: 0:58:11 time: 0.0760 data_time: 0.0025 memory: 1679 loss: 0.8472 2022/11/28 09:13:19 - mmengine - INFO - Epoch(train) [111][2300/5005] lr: 1.5516e-03 eta: 0:58:03 time: 0.0753 data_time: 0.0023 memory: 1679 loss: 0.9447 2022/11/28 09:13:27 - mmengine - INFO - Epoch(train) [111][2400/5005] lr: 1.5451e-03 eta: 0:57:56 time: 0.0752 data_time: 0.0029 memory: 1679 loss: 0.8726 2022/11/28 09:13:31 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:13:35 - mmengine - INFO - Epoch(train) [111][2500/5005] lr: 1.5387e-03 eta: 0:57:49 time: 0.0745 data_time: 0.0023 memory: 1679 loss: 0.9619 2022/11/28 09:13:42 - mmengine - INFO - Epoch(train) [111][2600/5005] lr: 1.5322e-03 eta: 0:57:41 time: 0.0758 data_time: 0.0024 memory: 1679 loss: 1.0429 2022/11/28 09:13:50 - mmengine - INFO - Epoch(train) [111][2700/5005] lr: 1.5258e-03 eta: 0:57:34 time: 0.0762 data_time: 0.0031 memory: 1679 loss: 1.0730 2022/11/28 09:13:58 - mmengine - INFO - Epoch(train) [111][2800/5005] lr: 1.5194e-03 eta: 0:57:27 time: 0.0754 data_time: 0.0023 memory: 1679 loss: 0.7566 2022/11/28 09:14:06 - mmengine - INFO - Epoch(train) [111][2900/5005] lr: 1.5130e-03 eta: 0:57:20 time: 0.0756 data_time: 0.0023 memory: 1679 loss: 0.8999 2022/11/28 09:14:13 - mmengine - INFO - Epoch(train) [111][3000/5005] lr: 1.5067e-03 eta: 0:57:12 time: 0.0755 data_time: 0.0023 memory: 1679 loss: 1.0084 2022/11/28 09:14:21 - mmengine - INFO - Epoch(train) [111][3100/5005] lr: 1.5003e-03 eta: 0:57:05 time: 0.0764 data_time: 0.0023 memory: 1679 loss: 0.7973 2022/11/28 09:14:29 - mmengine - INFO - Epoch(train) [111][3200/5005] lr: 1.4939e-03 eta: 0:56:58 time: 0.0751 data_time: 0.0027 memory: 1679 loss: 0.7422 2022/11/28 09:14:37 - mmengine - INFO - Epoch(train) [111][3300/5005] lr: 1.4876e-03 eta: 0:56:51 time: 0.0823 data_time: 0.0031 memory: 1679 loss: 1.0230 2022/11/28 09:14:45 - mmengine - INFO - Epoch(train) [111][3400/5005] lr: 1.4813e-03 eta: 0:56:43 time: 0.0766 data_time: 0.0030 memory: 1679 loss: 0.9126 2022/11/28 09:14:49 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:14:52 - mmengine - INFO - Epoch(train) [111][3500/5005] lr: 1.4750e-03 eta: 0:56:36 time: 0.0764 data_time: 0.0034 memory: 1679 loss: 0.8774 2022/11/28 09:15:00 - mmengine - INFO - Epoch(train) [111][3600/5005] lr: 1.4687e-03 eta: 0:56:29 time: 0.0763 data_time: 0.0023 memory: 1679 loss: 0.9038 2022/11/28 09:15:08 - mmengine - INFO - Epoch(train) [111][3700/5005] lr: 1.4624e-03 eta: 0:56:21 time: 0.0820 data_time: 0.0022 memory: 1679 loss: 0.8876 2022/11/28 09:15:16 - mmengine - INFO - Epoch(train) [111][3800/5005] lr: 1.4561e-03 eta: 0:56:14 time: 0.0861 data_time: 0.0030 memory: 1679 loss: 0.9795 2022/11/28 09:15:24 - mmengine - INFO - Epoch(train) [111][3900/5005] lr: 1.4498e-03 eta: 0:56:07 time: 0.0760 data_time: 0.0025 memory: 1679 loss: 1.1205 2022/11/28 09:15:31 - mmengine - INFO - Epoch(train) [111][4000/5005] lr: 1.4436e-03 eta: 0:56:00 time: 0.0753 data_time: 0.0030 memory: 1679 loss: 0.8922 2022/11/28 09:15:39 - mmengine - INFO - Epoch(train) [111][4100/5005] lr: 1.4374e-03 eta: 0:55:52 time: 0.0765 data_time: 0.0024 memory: 1679 loss: 1.0516 2022/11/28 09:15:47 - mmengine - INFO - Epoch(train) [111][4200/5005] lr: 1.4311e-03 eta: 0:55:45 time: 0.0761 data_time: 0.0030 memory: 1679 loss: 1.0012 2022/11/28 09:15:55 - mmengine - INFO - Epoch(train) [111][4300/5005] lr: 1.4249e-03 eta: 0:55:38 time: 0.0752 data_time: 0.0024 memory: 1679 loss: 0.9410 2022/11/28 09:16:03 - mmengine - INFO - Epoch(train) [111][4400/5005] lr: 1.4187e-03 eta: 0:55:31 time: 0.0750 data_time: 0.0027 memory: 1679 loss: 0.8915 2022/11/28 09:16:06 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:16:10 - mmengine - INFO - Epoch(train) [111][4500/5005] lr: 1.4126e-03 eta: 0:55:23 time: 0.0758 data_time: 0.0022 memory: 1679 loss: 0.8771 2022/11/28 09:16:18 - mmengine - INFO - Epoch(train) [111][4600/5005] lr: 1.4064e-03 eta: 0:55:16 time: 0.0749 data_time: 0.0030 memory: 1679 loss: 0.9210 2022/11/28 09:16:26 - mmengine - INFO - Epoch(train) [111][4700/5005] lr: 1.4002e-03 eta: 0:55:09 time: 0.0749 data_time: 0.0023 memory: 1679 loss: 1.0595 2022/11/28 09:16:33 - mmengine - INFO - Epoch(train) [111][4800/5005] lr: 1.3941e-03 eta: 0:55:01 time: 0.0751 data_time: 0.0023 memory: 1679 loss: 0.9690 2022/11/28 09:16:41 - mmengine - INFO - Epoch(train) [111][4900/5005] lr: 1.3880e-03 eta: 0:54:54 time: 0.0776 data_time: 0.0030 memory: 1679 loss: 0.9699 2022/11/28 09:16:49 - mmengine - INFO - Epoch(train) [111][5000/5005] lr: 1.3819e-03 eta: 0:54:47 time: 0.0756 data_time: 0.0038 memory: 1679 loss: 0.9682 2022/11/28 09:16:49 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:16:49 - mmengine - INFO - Saving checkpoint at 111 epochs 2022/11/28 09:16:55 - mmengine - INFO - Epoch(val) [111][100/196] eta: 0:00:04 time: 0.0372 data_time: 0.0234 memory: 1679 2022/11/28 09:17:08 - mmengine - INFO - Epoch(val) [111][196/196] accuracy/top1: 75.8980 accuracy/top5: 92.8240 2022/11/28 09:17:16 - mmengine - INFO - Epoch(train) [112][ 100/5005] lr: 1.3755e-03 eta: 0:54:39 time: 0.0745 data_time: 0.0023 memory: 1679 loss: 1.1595 2022/11/28 09:17:24 - mmengine - INFO - Epoch(train) [112][ 200/5005] lr: 1.3694e-03 eta: 0:54:32 time: 0.0762 data_time: 0.0028 memory: 1679 loss: 0.9161 2022/11/28 09:17:32 - mmengine - INFO - Epoch(train) [112][ 300/5005] lr: 1.3633e-03 eta: 0:54:25 time: 0.0741 data_time: 0.0023 memory: 1679 loss: 0.9441 2022/11/28 09:17:39 - mmengine - INFO - Epoch(train) [112][ 400/5005] lr: 1.3572e-03 eta: 0:54:17 time: 0.0744 data_time: 0.0023 memory: 1679 loss: 0.8629 2022/11/28 09:17:43 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:17:47 - mmengine - INFO - Epoch(train) [112][ 500/5005] lr: 1.3512e-03 eta: 0:54:10 time: 0.0753 data_time: 0.0030 memory: 1679 loss: 0.8727 2022/11/28 09:17:55 - mmengine - INFO - Epoch(train) [112][ 600/5005] lr: 1.3452e-03 eta: 0:54:03 time: 0.0805 data_time: 0.0024 memory: 1679 loss: 1.0581 2022/11/28 09:18:02 - mmengine - INFO - Epoch(train) [112][ 700/5005] lr: 1.3392e-03 eta: 0:53:56 time: 0.0750 data_time: 0.0029 memory: 1679 loss: 0.8786 2022/11/28 09:18:10 - mmengine - INFO - Epoch(train) [112][ 800/5005] lr: 1.3331e-03 eta: 0:53:48 time: 0.0756 data_time: 0.0024 memory: 1679 loss: 0.7837 2022/11/28 09:18:18 - mmengine - INFO - Epoch(train) [112][ 900/5005] lr: 1.3272e-03 eta: 0:53:41 time: 0.0756 data_time: 0.0025 memory: 1679 loss: 0.9302 2022/11/28 09:18:26 - mmengine - INFO - Epoch(train) [112][1000/5005] lr: 1.3212e-03 eta: 0:53:34 time: 0.0752 data_time: 0.0023 memory: 1679 loss: 1.0995 2022/11/28 09:18:33 - mmengine - INFO - Epoch(train) [112][1100/5005] lr: 1.3152e-03 eta: 0:53:27 time: 0.0753 data_time: 0.0032 memory: 1679 loss: 0.9445 2022/11/28 09:18:41 - mmengine - INFO - Epoch(train) [112][1200/5005] lr: 1.3093e-03 eta: 0:53:19 time: 0.0752 data_time: 0.0028 memory: 1679 loss: 0.8604 2022/11/28 09:18:49 - mmengine - INFO - Epoch(train) [112][1300/5005] lr: 1.3033e-03 eta: 0:53:12 time: 0.0754 data_time: 0.0024 memory: 1679 loss: 0.8213 2022/11/28 09:18:57 - mmengine - INFO - Epoch(train) [112][1400/5005] lr: 1.2974e-03 eta: 0:53:05 time: 0.0755 data_time: 0.0029 memory: 1679 loss: 1.1495 2022/11/28 09:19:00 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:19:05 - mmengine - INFO - Epoch(train) [112][1500/5005] lr: 1.2915e-03 eta: 0:52:57 time: 0.0762 data_time: 0.0024 memory: 1679 loss: 0.8598 2022/11/28 09:19:12 - mmengine - INFO - Epoch(train) [112][1600/5005] lr: 1.2856e-03 eta: 0:52:50 time: 0.0763 data_time: 0.0030 memory: 1679 loss: 1.0547 2022/11/28 09:19:20 - mmengine - INFO - Epoch(train) [112][1700/5005] lr: 1.2797e-03 eta: 0:52:43 time: 0.0762 data_time: 0.0023 memory: 1679 loss: 0.9147 2022/11/28 09:19:28 - mmengine - INFO - Epoch(train) [112][1800/5005] lr: 1.2738e-03 eta: 0:52:36 time: 0.0752 data_time: 0.0023 memory: 1679 loss: 0.9799 2022/11/28 09:19:36 - mmengine - INFO - Epoch(train) [112][1900/5005] lr: 1.2680e-03 eta: 0:52:28 time: 0.0759 data_time: 0.0030 memory: 1679 loss: 0.9047 2022/11/28 09:19:43 - mmengine - INFO - Epoch(train) [112][2000/5005] lr: 1.2621e-03 eta: 0:52:21 time: 0.0742 data_time: 0.0024 memory: 1679 loss: 1.0651 2022/11/28 09:19:51 - mmengine - INFO - Epoch(train) [112][2100/5005] lr: 1.2563e-03 eta: 0:52:14 time: 0.0758 data_time: 0.0024 memory: 1679 loss: 0.8305 2022/11/28 09:19:59 - mmengine - INFO - Epoch(train) [112][2200/5005] lr: 1.2505e-03 eta: 0:52:07 time: 0.0749 data_time: 0.0022 memory: 1679 loss: 0.8361 2022/11/28 09:20:06 - mmengine - INFO - Epoch(train) [112][2300/5005] lr: 1.2447e-03 eta: 0:51:59 time: 0.0744 data_time: 0.0025 memory: 1679 loss: 1.0296 2022/11/28 09:20:14 - mmengine - INFO - Epoch(train) [112][2400/5005] lr: 1.2389e-03 eta: 0:51:52 time: 0.0760 data_time: 0.0030 memory: 1679 loss: 1.0847 2022/11/28 09:20:18 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:20:22 - mmengine - INFO - Epoch(train) [112][2500/5005] lr: 1.2331e-03 eta: 0:51:45 time: 0.0750 data_time: 0.0024 memory: 1679 loss: 0.9151 2022/11/28 09:20:30 - mmengine - INFO - Epoch(train) [112][2600/5005] lr: 1.2273e-03 eta: 0:51:37 time: 0.0749 data_time: 0.0023 memory: 1679 loss: 1.0244 2022/11/28 09:20:37 - mmengine - INFO - Epoch(train) [112][2700/5005] lr: 1.2216e-03 eta: 0:51:30 time: 0.0753 data_time: 0.0024 memory: 1679 loss: 0.8006 2022/11/28 09:20:45 - mmengine - INFO - Epoch(train) [112][2800/5005] lr: 1.2158e-03 eta: 0:51:23 time: 0.0750 data_time: 0.0024 memory: 1679 loss: 0.9537 2022/11/28 09:20:53 - mmengine - INFO - Epoch(train) [112][2900/5005] lr: 1.2101e-03 eta: 0:51:16 time: 0.0760 data_time: 0.0023 memory: 1679 loss: 1.0691 2022/11/28 09:21:01 - mmengine - INFO - Epoch(train) [112][3000/5005] lr: 1.2044e-03 eta: 0:51:08 time: 0.0755 data_time: 0.0023 memory: 1679 loss: 1.0375 2022/11/28 09:21:08 - mmengine - INFO - Epoch(train) [112][3100/5005] lr: 1.1987e-03 eta: 0:51:01 time: 0.0756 data_time: 0.0031 memory: 1679 loss: 0.9245 2022/11/28 09:21:16 - mmengine - INFO - Epoch(train) [112][3200/5005] lr: 1.1930e-03 eta: 0:50:54 time: 0.0746 data_time: 0.0024 memory: 1679 loss: 0.9661 2022/11/28 09:21:24 - mmengine - INFO - Epoch(train) [112][3300/5005] lr: 1.1873e-03 eta: 0:50:46 time: 0.0749 data_time: 0.0029 memory: 1679 loss: 0.9575 2022/11/28 09:21:31 - mmengine - INFO - Epoch(train) [112][3400/5005] lr: 1.1817e-03 eta: 0:50:39 time: 0.0759 data_time: 0.0031 memory: 1679 loss: 0.8941 2022/11/28 09:21:35 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:21:39 - mmengine - INFO - Epoch(train) [112][3500/5005] lr: 1.1760e-03 eta: 0:50:32 time: 0.0749 data_time: 0.0024 memory: 1679 loss: 1.0482 2022/11/28 09:21:47 - mmengine - INFO - Epoch(train) [112][3600/5005] lr: 1.1704e-03 eta: 0:50:25 time: 0.0744 data_time: 0.0023 memory: 1679 loss: 0.9095 2022/11/28 09:21:54 - mmengine - INFO - Epoch(train) [112][3700/5005] lr: 1.1648e-03 eta: 0:50:17 time: 0.0745 data_time: 0.0023 memory: 1679 loss: 0.7948 2022/11/28 09:22:02 - mmengine - INFO - Epoch(train) [112][3800/5005] lr: 1.1592e-03 eta: 0:50:10 time: 0.0827 data_time: 0.0027 memory: 1679 loss: 0.7918 2022/11/28 09:22:10 - mmengine - INFO - Epoch(train) [112][3900/5005] lr: 1.1536e-03 eta: 0:50:03 time: 0.0759 data_time: 0.0024 memory: 1679 loss: 0.9333 2022/11/28 09:22:18 - mmengine - INFO - Epoch(train) [112][4000/5005] lr: 1.1480e-03 eta: 0:49:55 time: 0.0762 data_time: 0.0030 memory: 1679 loss: 0.9771 2022/11/28 09:22:26 - mmengine - INFO - Epoch(train) [112][4100/5005] lr: 1.1424e-03 eta: 0:49:48 time: 0.0758 data_time: 0.0023 memory: 1679 loss: 1.0461 2022/11/28 09:22:33 - mmengine - INFO - Epoch(train) [112][4200/5005] lr: 1.1369e-03 eta: 0:49:41 time: 0.0749 data_time: 0.0024 memory: 1679 loss: 1.0739 2022/11/28 09:22:41 - mmengine - INFO - Epoch(train) [112][4300/5005] lr: 1.1313e-03 eta: 0:49:34 time: 0.0829 data_time: 0.0026 memory: 1679 loss: 0.7376 2022/11/28 09:22:49 - mmengine - INFO - Epoch(train) [112][4400/5005] lr: 1.1258e-03 eta: 0:49:26 time: 0.0759 data_time: 0.0032 memory: 1679 loss: 0.9119 2022/11/28 09:22:52 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:22:57 - mmengine - INFO - Epoch(train) [112][4500/5005] lr: 1.1203e-03 eta: 0:49:19 time: 0.0748 data_time: 0.0023 memory: 1679 loss: 0.9297 2022/11/28 09:23:04 - mmengine - INFO - Epoch(train) [112][4600/5005] lr: 1.1148e-03 eta: 0:49:12 time: 0.0756 data_time: 0.0022 memory: 1679 loss: 0.8025 2022/11/28 09:23:12 - mmengine - INFO - Epoch(train) [112][4700/5005] lr: 1.1093e-03 eta: 0:49:05 time: 0.0787 data_time: 0.0022 memory: 1679 loss: 0.9971 2022/11/28 09:23:20 - mmengine - INFO - Epoch(train) [112][4800/5005] lr: 1.1038e-03 eta: 0:48:57 time: 0.0753 data_time: 0.0023 memory: 1679 loss: 1.0605 2022/11/28 09:23:28 - mmengine - INFO - Epoch(train) [112][4900/5005] lr: 1.0984e-03 eta: 0:48:50 time: 0.0753 data_time: 0.0031 memory: 1679 loss: 0.9793 2022/11/28 09:23:35 - mmengine - INFO - Epoch(train) [112][5000/5005] lr: 1.0929e-03 eta: 0:48:43 time: 0.0769 data_time: 0.0032 memory: 1679 loss: 0.9691 2022/11/28 09:23:36 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:23:36 - mmengine - INFO - Saving checkpoint at 112 epochs 2022/11/28 09:23:41 - mmengine - INFO - Epoch(val) [112][100/196] eta: 0:00:04 time: 0.0363 data_time: 0.0226 memory: 1679 2022/11/28 09:23:54 - mmengine - INFO - Epoch(val) [112][196/196] accuracy/top1: 75.8940 accuracy/top5: 92.8220 2022/11/28 09:24:02 - mmengine - INFO - Epoch(train) [113][ 100/5005] lr: 1.0872e-03 eta: 0:48:35 time: 0.0761 data_time: 0.0022 memory: 1679 loss: 0.9306 2022/11/28 09:24:10 - mmengine - INFO - Epoch(train) [113][ 200/5005] lr: 1.0818e-03 eta: 0:48:28 time: 0.0758 data_time: 0.0030 memory: 1679 loss: 0.6843 2022/11/28 09:24:18 - mmengine - INFO - Epoch(train) [113][ 300/5005] lr: 1.0764e-03 eta: 0:48:21 time: 0.0761 data_time: 0.0031 memory: 1679 loss: 0.9602 2022/11/28 09:24:26 - mmengine - INFO - Epoch(train) [113][ 400/5005] lr: 1.0710e-03 eta: 0:48:13 time: 0.0763 data_time: 0.0030 memory: 1679 loss: 1.0436 2022/11/28 09:24:29 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:24:34 - mmengine - INFO - Epoch(train) [113][ 500/5005] lr: 1.0657e-03 eta: 0:48:06 time: 0.0757 data_time: 0.0023 memory: 1679 loss: 0.9446 2022/11/28 09:24:41 - mmengine - INFO - Epoch(train) [113][ 600/5005] lr: 1.0603e-03 eta: 0:47:59 time: 0.0761 data_time: 0.0031 memory: 1679 loss: 0.7678 2022/11/28 09:24:49 - mmengine - INFO - Epoch(train) [113][ 700/5005] lr: 1.0549e-03 eta: 0:47:51 time: 0.0748 data_time: 0.0024 memory: 1679 loss: 0.8849 2022/11/28 09:24:57 - mmengine - INFO - Epoch(train) [113][ 800/5005] lr: 1.0496e-03 eta: 0:47:44 time: 0.0749 data_time: 0.0030 memory: 1679 loss: 0.8890 2022/11/28 09:25:05 - mmengine - INFO - Epoch(train) [113][ 900/5005] lr: 1.0443e-03 eta: 0:47:37 time: 0.0751 data_time: 0.0025 memory: 1679 loss: 0.7953 2022/11/28 09:25:12 - mmengine - INFO - Epoch(train) [113][1000/5005] lr: 1.0390e-03 eta: 0:47:30 time: 0.0748 data_time: 0.0025 memory: 1679 loss: 0.8768 2022/11/28 09:25:20 - mmengine - INFO - Epoch(train) [113][1100/5005] lr: 1.0337e-03 eta: 0:47:22 time: 0.0745 data_time: 0.0024 memory: 1679 loss: 0.8873 2022/11/28 09:25:28 - mmengine - INFO - Epoch(train) [113][1200/5005] lr: 1.0284e-03 eta: 0:47:15 time: 0.0757 data_time: 0.0026 memory: 1679 loss: 1.0215 2022/11/28 09:25:35 - mmengine - INFO - Epoch(train) [113][1300/5005] lr: 1.0231e-03 eta: 0:47:08 time: 0.0752 data_time: 0.0024 memory: 1679 loss: 0.9775 2022/11/28 09:25:43 - mmengine - INFO - Epoch(train) [113][1400/5005] lr: 1.0179e-03 eta: 0:47:00 time: 0.0767 data_time: 0.0025 memory: 1679 loss: 0.8866 2022/11/28 09:25:46 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:25:51 - mmengine - INFO - Epoch(train) [113][1500/5005] lr: 1.0126e-03 eta: 0:46:53 time: 0.0755 data_time: 0.0030 memory: 1679 loss: 0.9586 2022/11/28 09:25:59 - mmengine - INFO - Epoch(train) [113][1600/5005] lr: 1.0074e-03 eta: 0:46:46 time: 0.0760 data_time: 0.0023 memory: 1679 loss: 0.8169 2022/11/28 09:26:06 - mmengine - INFO - Epoch(train) [113][1700/5005] lr: 1.0022e-03 eta: 0:46:39 time: 0.0750 data_time: 0.0024 memory: 1679 loss: 0.9361 2022/11/28 09:26:14 - mmengine - INFO - Epoch(train) [113][1800/5005] lr: 9.9696e-04 eta: 0:46:31 time: 0.0858 data_time: 0.0024 memory: 1679 loss: 0.9196 2022/11/28 09:26:22 - mmengine - INFO - Epoch(train) [113][1900/5005] lr: 9.9177e-04 eta: 0:46:24 time: 0.0749 data_time: 0.0024 memory: 1679 loss: 0.9438 2022/11/28 09:26:30 - mmengine - INFO - Epoch(train) [113][2000/5005] lr: 9.8660e-04 eta: 0:46:17 time: 0.0745 data_time: 0.0025 memory: 1679 loss: 0.7485 2022/11/28 09:26:37 - mmengine - INFO - Epoch(train) [113][2100/5005] lr: 9.8143e-04 eta: 0:46:09 time: 0.0756 data_time: 0.0023 memory: 1679 loss: 1.0210 2022/11/28 09:26:45 - mmengine - INFO - Epoch(train) [113][2200/5005] lr: 9.7628e-04 eta: 0:46:02 time: 0.0754 data_time: 0.0028 memory: 1679 loss: 0.8831 2022/11/28 09:26:53 - mmengine - INFO - Epoch(train) [113][2300/5005] lr: 9.7115e-04 eta: 0:45:55 time: 0.0748 data_time: 0.0024 memory: 1679 loss: 0.8690 2022/11/28 09:27:01 - mmengine - INFO - Epoch(train) [113][2400/5005] lr: 9.6602e-04 eta: 0:45:48 time: 0.0754 data_time: 0.0025 memory: 1679 loss: 0.9161 2022/11/28 09:27:04 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:27:08 - mmengine - INFO - Epoch(train) [113][2500/5005] lr: 9.6091e-04 eta: 0:45:40 time: 0.0751 data_time: 0.0026 memory: 1679 loss: 0.8782 2022/11/28 09:27:16 - mmengine - INFO - Epoch(train) [113][2600/5005] lr: 9.5582e-04 eta: 0:45:33 time: 0.0759 data_time: 0.0030 memory: 1679 loss: 1.1195 2022/11/28 09:27:24 - mmengine - INFO - Epoch(train) [113][2700/5005] lr: 9.5074e-04 eta: 0:45:26 time: 0.0753 data_time: 0.0032 memory: 1679 loss: 0.8926 2022/11/28 09:27:32 - mmengine - INFO - Epoch(train) [113][2800/5005] lr: 9.4567e-04 eta: 0:45:18 time: 0.0750 data_time: 0.0024 memory: 1679 loss: 0.9939 2022/11/28 09:27:39 - mmengine - INFO - Epoch(train) [113][2900/5005] lr: 9.4061e-04 eta: 0:45:11 time: 0.0754 data_time: 0.0023 memory: 1679 loss: 1.0752 2022/11/28 09:27:47 - mmengine - INFO - Epoch(train) [113][3000/5005] lr: 9.3557e-04 eta: 0:45:04 time: 0.0754 data_time: 0.0031 memory: 1679 loss: 0.8854 2022/11/28 09:27:55 - mmengine - INFO - Epoch(train) [113][3100/5005] lr: 9.3054e-04 eta: 0:44:57 time: 0.0750 data_time: 0.0029 memory: 1679 loss: 1.0169 2022/11/28 09:28:03 - mmengine - INFO - Epoch(train) [113][3200/5005] lr: 9.2552e-04 eta: 0:44:49 time: 0.0755 data_time: 0.0031 memory: 1679 loss: 0.8835 2022/11/28 09:28:10 - mmengine - INFO - Epoch(train) [113][3300/5005] lr: 9.2052e-04 eta: 0:44:42 time: 0.0761 data_time: 0.0024 memory: 1679 loss: 0.9573 2022/11/28 09:28:18 - mmengine - INFO - Epoch(train) [113][3400/5005] lr: 9.1553e-04 eta: 0:44:35 time: 0.0758 data_time: 0.0030 memory: 1679 loss: 0.9688 2022/11/28 09:28:22 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:28:26 - mmengine - INFO - Epoch(train) [113][3500/5005] lr: 9.1056e-04 eta: 0:44:27 time: 0.0757 data_time: 0.0024 memory: 1679 loss: 0.9274 2022/11/28 09:28:34 - mmengine - INFO - Epoch(train) [113][3600/5005] lr: 9.0560e-04 eta: 0:44:20 time: 0.0757 data_time: 0.0032 memory: 1679 loss: 0.9102 2022/11/28 09:28:42 - mmengine - INFO - Epoch(train) [113][3700/5005] lr: 9.0065e-04 eta: 0:44:13 time: 0.0824 data_time: 0.0023 memory: 1679 loss: 1.0952 2022/11/28 09:28:49 - mmengine - INFO - Epoch(train) [113][3800/5005] lr: 8.9571e-04 eta: 0:44:06 time: 0.0762 data_time: 0.0024 memory: 1679 loss: 0.9964 2022/11/28 09:28:57 - mmengine - INFO - Epoch(train) [113][3900/5005] lr: 8.9079e-04 eta: 0:43:58 time: 0.0762 data_time: 0.0023 memory: 1679 loss: 0.8914 2022/11/28 09:29:05 - mmengine - INFO - Epoch(train) [113][4000/5005] lr: 8.8588e-04 eta: 0:43:51 time: 0.0748 data_time: 0.0024 memory: 1679 loss: 1.0103 2022/11/28 09:29:13 - mmengine - INFO - Epoch(train) [113][4100/5005] lr: 8.8099e-04 eta: 0:43:44 time: 0.0745 data_time: 0.0030 memory: 1679 loss: 0.8560 2022/11/28 09:29:20 - mmengine - INFO - Epoch(train) [113][4200/5005] lr: 8.7611e-04 eta: 0:43:37 time: 0.0766 data_time: 0.0023 memory: 1679 loss: 0.9378 2022/11/28 09:29:28 - mmengine - INFO - Epoch(train) [113][4300/5005] lr: 8.7124e-04 eta: 0:43:29 time: 0.0757 data_time: 0.0033 memory: 1679 loss: 0.8652 2022/11/28 09:29:36 - mmengine - INFO - Epoch(train) [113][4400/5005] lr: 8.6638e-04 eta: 0:43:22 time: 0.0749 data_time: 0.0024 memory: 1679 loss: 0.8901 2022/11/28 09:29:39 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:29:44 - mmengine - INFO - Epoch(train) [113][4500/5005] lr: 8.6154e-04 eta: 0:43:15 time: 0.0772 data_time: 0.0023 memory: 1679 loss: 0.9179 2022/11/28 09:29:52 - mmengine - INFO - Epoch(train) [113][4600/5005] lr: 8.5672e-04 eta: 0:43:07 time: 0.0761 data_time: 0.0032 memory: 1679 loss: 0.9552 2022/11/28 09:29:59 - mmengine - INFO - Epoch(train) [113][4700/5005] lr: 8.5190e-04 eta: 0:43:00 time: 0.0743 data_time: 0.0025 memory: 1679 loss: 0.9736 2022/11/28 09:30:07 - mmengine - INFO - Epoch(train) [113][4800/5005] lr: 8.4710e-04 eta: 0:42:53 time: 0.0758 data_time: 0.0028 memory: 1679 loss: 0.9526 2022/11/28 09:30:15 - mmengine - INFO - Epoch(train) [113][4900/5005] lr: 8.4231e-04 eta: 0:42:46 time: 0.0749 data_time: 0.0025 memory: 1679 loss: 0.8113 2022/11/28 09:30:23 - mmengine - INFO - Epoch(train) [113][5000/5005] lr: 8.3754e-04 eta: 0:42:38 time: 0.0760 data_time: 0.0032 memory: 1679 loss: 0.9187 2022/11/28 09:30:23 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:30:23 - mmengine - INFO - Saving checkpoint at 113 epochs 2022/11/28 09:30:29 - mmengine - INFO - Epoch(val) [113][100/196] eta: 0:00:03 time: 0.0372 data_time: 0.0234 memory: 1679 2022/11/28 09:30:42 - mmengine - INFO - Epoch(val) [113][196/196] accuracy/top1: 76.1740 accuracy/top5: 92.9840 2022/11/28 09:30:50 - mmengine - INFO - Epoch(train) [114][ 100/5005] lr: 8.3254e-04 eta: 0:42:31 time: 0.0846 data_time: 0.0024 memory: 1679 loss: 0.8214 2022/11/28 09:30:58 - mmengine - INFO - Epoch(train) [114][ 200/5005] lr: 8.2780e-04 eta: 0:42:23 time: 0.0759 data_time: 0.0023 memory: 1679 loss: 1.0686 2022/11/28 09:31:06 - mmengine - INFO - Epoch(train) [114][ 300/5005] lr: 8.2306e-04 eta: 0:42:16 time: 0.0757 data_time: 0.0030 memory: 1679 loss: 0.8338 2022/11/28 09:31:14 - mmengine - INFO - Epoch(train) [114][ 400/5005] lr: 8.1834e-04 eta: 0:42:09 time: 0.0749 data_time: 0.0024 memory: 1679 loss: 0.8739 2022/11/28 09:31:16 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:31:21 - mmengine - INFO - Epoch(train) [114][ 500/5005] lr: 8.1364e-04 eta: 0:42:01 time: 0.0834 data_time: 0.0025 memory: 1679 loss: 0.9991 2022/11/28 09:31:29 - mmengine - INFO - Epoch(train) [114][ 600/5005] lr: 8.0895e-04 eta: 0:41:54 time: 0.0754 data_time: 0.0025 memory: 1679 loss: 0.8419 2022/11/28 09:31:37 - mmengine - INFO - Epoch(train) [114][ 700/5005] lr: 8.0427e-04 eta: 0:41:47 time: 0.0750 data_time: 0.0023 memory: 1679 loss: 0.9781 2022/11/28 09:31:45 - mmengine - INFO - Epoch(train) [114][ 800/5005] lr: 7.9960e-04 eta: 0:41:40 time: 0.0749 data_time: 0.0031 memory: 1679 loss: 0.7878 2022/11/28 09:31:52 - mmengine - INFO - Epoch(train) [114][ 900/5005] lr: 7.9495e-04 eta: 0:41:32 time: 0.0747 data_time: 0.0024 memory: 1679 loss: 0.9306 2022/11/28 09:32:00 - mmengine - INFO - Epoch(train) [114][1000/5005] lr: 7.9031e-04 eta: 0:41:25 time: 0.0756 data_time: 0.0025 memory: 1679 loss: 0.9567 2022/11/28 09:32:08 - mmengine - INFO - Epoch(train) [114][1100/5005] lr: 7.8569e-04 eta: 0:41:18 time: 0.0763 data_time: 0.0029 memory: 1679 loss: 0.7696 2022/11/28 09:32:16 - mmengine - INFO - Epoch(train) [114][1200/5005] lr: 7.8108e-04 eta: 0:41:10 time: 0.0745 data_time: 0.0029 memory: 1679 loss: 0.8903 2022/11/28 09:32:23 - mmengine - INFO - Epoch(train) [114][1300/5005] lr: 7.7648e-04 eta: 0:41:03 time: 0.0757 data_time: 0.0031 memory: 1679 loss: 1.0529 2022/11/28 09:32:31 - mmengine - INFO - Epoch(train) [114][1400/5005] lr: 7.7189e-04 eta: 0:40:56 time: 0.0750 data_time: 0.0027 memory: 1679 loss: 0.9254 2022/11/28 09:32:34 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:32:39 - mmengine - INFO - Epoch(train) [114][1500/5005] lr: 7.6732e-04 eta: 0:40:49 time: 0.0754 data_time: 0.0024 memory: 1679 loss: 0.8445 2022/11/28 09:32:47 - mmengine - INFO - Epoch(train) [114][1600/5005] lr: 7.6276e-04 eta: 0:40:41 time: 0.0756 data_time: 0.0026 memory: 1679 loss: 0.9386 2022/11/28 09:32:54 - mmengine - INFO - Epoch(train) [114][1700/5005] lr: 7.5822e-04 eta: 0:40:34 time: 0.0764 data_time: 0.0023 memory: 1679 loss: 0.8858 2022/11/28 09:33:02 - mmengine - INFO - Epoch(train) [114][1800/5005] lr: 7.5369e-04 eta: 0:40:27 time: 0.0767 data_time: 0.0023 memory: 1679 loss: 0.8422 2022/11/28 09:33:10 - mmengine - INFO - Epoch(train) [114][1900/5005] lr: 7.4917e-04 eta: 0:40:19 time: 0.0751 data_time: 0.0024 memory: 1679 loss: 1.0091 2022/11/28 09:33:18 - mmengine - INFO - Epoch(train) [114][2000/5005] lr: 7.4467e-04 eta: 0:40:12 time: 0.0775 data_time: 0.0028 memory: 1679 loss: 0.8538 2022/11/28 09:33:26 - mmengine - INFO - Epoch(train) [114][2100/5005] lr: 7.4018e-04 eta: 0:40:05 time: 0.0756 data_time: 0.0023 memory: 1679 loss: 0.9461 2022/11/28 09:33:33 - mmengine - INFO - Epoch(train) [114][2200/5005] lr: 7.3570e-04 eta: 0:39:58 time: 0.0756 data_time: 0.0025 memory: 1679 loss: 1.0305 2022/11/28 09:33:41 - mmengine - INFO - Epoch(train) [114][2300/5005] lr: 7.3124e-04 eta: 0:39:50 time: 0.0761 data_time: 0.0031 memory: 1679 loss: 0.8447 2022/11/28 09:33:49 - mmengine - INFO - Epoch(train) [114][2400/5005] lr: 7.2679e-04 eta: 0:39:43 time: 0.0764 data_time: 0.0030 memory: 1679 loss: 0.8872 2022/11/28 09:33:52 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:33:57 - mmengine - INFO - Epoch(train) [114][2500/5005] lr: 7.2235e-04 eta: 0:39:36 time: 0.0749 data_time: 0.0031 memory: 1679 loss: 0.9035 2022/11/28 09:34:04 - mmengine - INFO - Epoch(train) [114][2600/5005] lr: 7.1793e-04 eta: 0:39:28 time: 0.0757 data_time: 0.0030 memory: 1679 loss: 0.9338 2022/11/28 09:34:12 - mmengine - INFO - Epoch(train) [114][2700/5005] lr: 7.1352e-04 eta: 0:39:21 time: 0.0760 data_time: 0.0025 memory: 1679 loss: 1.0593 2022/11/28 09:34:20 - mmengine - INFO - Epoch(train) [114][2800/5005] lr: 7.0912e-04 eta: 0:39:14 time: 0.0759 data_time: 0.0023 memory: 1679 loss: 0.9828 2022/11/28 09:34:28 - mmengine - INFO - Epoch(train) [114][2900/5005] lr: 7.0474e-04 eta: 0:39:07 time: 0.0754 data_time: 0.0029 memory: 1679 loss: 0.9375 2022/11/28 09:34:35 - mmengine - INFO - Epoch(train) [114][3000/5005] lr: 7.0037e-04 eta: 0:38:59 time: 0.0748 data_time: 0.0023 memory: 1679 loss: 0.8302 2022/11/28 09:34:43 - mmengine - INFO - Epoch(train) [114][3100/5005] lr: 6.9602e-04 eta: 0:38:52 time: 0.0770 data_time: 0.0023 memory: 1679 loss: 0.7710 2022/11/28 09:34:51 - mmengine - INFO - Epoch(train) [114][3200/5005] lr: 6.9168e-04 eta: 0:38:45 time: 0.0759 data_time: 0.0032 memory: 1679 loss: 0.9318 2022/11/28 09:34:59 - mmengine - INFO - Epoch(train) [114][3300/5005] lr: 6.8735e-04 eta: 0:38:37 time: 0.0767 data_time: 0.0029 memory: 1679 loss: 0.9160 2022/11/28 09:35:07 - mmengine - INFO - Epoch(train) [114][3400/5005] lr: 6.8303e-04 eta: 0:38:30 time: 0.0775 data_time: 0.0024 memory: 1679 loss: 0.8592 2022/11/28 09:35:10 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:35:15 - mmengine - INFO - Epoch(train) [114][3500/5005] lr: 6.7873e-04 eta: 0:38:23 time: 0.0749 data_time: 0.0024 memory: 1679 loss: 0.8098 2022/11/28 09:35:22 - mmengine - INFO - Epoch(train) [114][3600/5005] lr: 6.7444e-04 eta: 0:38:16 time: 0.0762 data_time: 0.0033 memory: 1679 loss: 0.9598 2022/11/28 09:35:30 - mmengine - INFO - Epoch(train) [114][3700/5005] lr: 6.7017e-04 eta: 0:38:08 time: 0.0837 data_time: 0.0024 memory: 1679 loss: 0.9469 2022/11/28 09:35:38 - mmengine - INFO - Epoch(train) [114][3800/5005] lr: 6.6591e-04 eta: 0:38:01 time: 0.0750 data_time: 0.0025 memory: 1679 loss: 1.0212 2022/11/28 09:35:46 - mmengine - INFO - Epoch(train) [114][3900/5005] lr: 6.6166e-04 eta: 0:37:54 time: 0.0759 data_time: 0.0024 memory: 1679 loss: 0.8332 2022/11/28 09:35:54 - mmengine - INFO - Epoch(train) [114][4000/5005] lr: 6.5743e-04 eta: 0:37:46 time: 0.0758 data_time: 0.0023 memory: 1679 loss: 0.9890 2022/11/28 09:36:01 - mmengine - INFO - Epoch(train) [114][4100/5005] lr: 6.5321e-04 eta: 0:37:39 time: 0.0763 data_time: 0.0027 memory: 1679 loss: 0.7824 2022/11/28 09:36:09 - mmengine - INFO - Epoch(train) [114][4200/5005] lr: 6.4900e-04 eta: 0:37:32 time: 0.0758 data_time: 0.0031 memory: 1679 loss: 1.0163 2022/11/28 09:36:17 - mmengine - INFO - Epoch(train) [114][4300/5005] lr: 6.4480e-04 eta: 0:37:25 time: 0.0767 data_time: 0.0023 memory: 1679 loss: 0.9025 2022/11/28 09:36:25 - mmengine - INFO - Epoch(train) [114][4400/5005] lr: 6.4062e-04 eta: 0:37:17 time: 0.0760 data_time: 0.0027 memory: 1679 loss: 1.0612 2022/11/28 09:36:28 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:36:33 - mmengine - INFO - Epoch(train) [114][4500/5005] lr: 6.3646e-04 eta: 0:37:10 time: 0.0754 data_time: 0.0030 memory: 1679 loss: 1.0383 2022/11/28 09:36:41 - mmengine - INFO - Epoch(train) [114][4600/5005] lr: 6.3231e-04 eta: 0:37:03 time: 0.0748 data_time: 0.0024 memory: 1679 loss: 0.9989 2022/11/28 09:36:48 - mmengine - INFO - Epoch(train) [114][4700/5005] lr: 6.2817e-04 eta: 0:36:55 time: 0.0750 data_time: 0.0025 memory: 1679 loss: 0.9111 2022/11/28 09:36:56 - mmengine - INFO - Epoch(train) [114][4800/5005] lr: 6.2404e-04 eta: 0:36:48 time: 0.0750 data_time: 0.0023 memory: 1679 loss: 0.9496 2022/11/28 09:37:04 - mmengine - INFO - Epoch(train) [114][4900/5005] lr: 6.1993e-04 eta: 0:36:41 time: 0.0751 data_time: 0.0023 memory: 1679 loss: 0.8562 2022/11/28 09:37:11 - mmengine - INFO - Epoch(train) [114][5000/5005] lr: 6.1583e-04 eta: 0:36:34 time: 0.0762 data_time: 0.0040 memory: 1679 loss: 1.0644 2022/11/28 09:37:12 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:37:12 - mmengine - INFO - Saving checkpoint at 114 epochs 2022/11/28 09:37:17 - mmengine - INFO - Epoch(val) [114][100/196] eta: 0:00:03 time: 0.0384 data_time: 0.0241 memory: 1679 2022/11/28 09:37:31 - mmengine - INFO - Epoch(val) [114][196/196] accuracy/top1: 76.1360 accuracy/top5: 92.9620 2022/11/28 09:37:39 - mmengine - INFO - Epoch(train) [115][ 100/5005] lr: 6.1154e-04 eta: 0:36:26 time: 0.0747 data_time: 0.0024 memory: 1679 loss: 0.7965 2022/11/28 09:37:47 - mmengine - INFO - Epoch(train) [115][ 200/5005] lr: 6.0747e-04 eta: 0:36:19 time: 0.0752 data_time: 0.0024 memory: 1679 loss: 0.8604 2022/11/28 09:37:54 - mmengine - INFO - Epoch(train) [115][ 300/5005] lr: 6.0341e-04 eta: 0:36:11 time: 0.0759 data_time: 0.0030 memory: 1679 loss: 0.8043 2022/11/28 09:38:02 - mmengine - INFO - Epoch(train) [115][ 400/5005] lr: 5.9937e-04 eta: 0:36:04 time: 0.0753 data_time: 0.0024 memory: 1679 loss: 0.9014 2022/11/28 09:38:04 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:38:10 - mmengine - INFO - Epoch(train) [115][ 500/5005] lr: 5.9534e-04 eta: 0:35:57 time: 0.0759 data_time: 0.0024 memory: 1679 loss: 0.7945 2022/11/28 09:38:18 - mmengine - INFO - Epoch(train) [115][ 600/5005] lr: 5.9132e-04 eta: 0:35:49 time: 0.0767 data_time: 0.0023 memory: 1679 loss: 0.9635 2022/11/28 09:38:25 - mmengine - INFO - Epoch(train) [115][ 700/5005] lr: 5.8731e-04 eta: 0:35:42 time: 0.0762 data_time: 0.0024 memory: 1679 loss: 0.8297 2022/11/28 09:38:33 - mmengine - INFO - Epoch(train) [115][ 800/5005] lr: 5.8332e-04 eta: 0:35:35 time: 0.0753 data_time: 0.0025 memory: 1679 loss: 0.9928 2022/11/28 09:38:41 - mmengine - INFO - Epoch(train) [115][ 900/5005] lr: 5.7935e-04 eta: 0:35:28 time: 0.0753 data_time: 0.0023 memory: 1679 loss: 0.8782 2022/11/28 09:38:49 - mmengine - INFO - Epoch(train) [115][1000/5005] lr: 5.7538e-04 eta: 0:35:20 time: 0.0766 data_time: 0.0024 memory: 1679 loss: 0.8256 2022/11/28 09:38:57 - mmengine - INFO - Epoch(train) [115][1100/5005] lr: 5.7144e-04 eta: 0:35:13 time: 0.0758 data_time: 0.0023 memory: 1679 loss: 0.8988 2022/11/28 09:39:05 - mmengine - INFO - Epoch(train) [115][1200/5005] lr: 5.6750e-04 eta: 0:35:06 time: 0.0763 data_time: 0.0023 memory: 1679 loss: 0.8407 2022/11/28 09:39:12 - mmengine - INFO - Epoch(train) [115][1300/5005] lr: 5.6358e-04 eta: 0:34:58 time: 0.0759 data_time: 0.0023 memory: 1679 loss: 0.8310 2022/11/28 09:39:20 - mmengine - INFO - Epoch(train) [115][1400/5005] lr: 5.5967e-04 eta: 0:34:51 time: 0.0755 data_time: 0.0023 memory: 1679 loss: 0.8935 2022/11/28 09:39:22 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:39:28 - mmengine - INFO - Epoch(train) [115][1500/5005] lr: 5.5577e-04 eta: 0:34:44 time: 0.0773 data_time: 0.0023 memory: 1679 loss: 0.8935 2022/11/28 09:39:36 - mmengine - INFO - Epoch(train) [115][1600/5005] lr: 5.5189e-04 eta: 0:34:37 time: 0.0754 data_time: 0.0032 memory: 1679 loss: 0.8595 2022/11/28 09:39:43 - mmengine - INFO - Epoch(train) [115][1700/5005] lr: 5.4802e-04 eta: 0:34:29 time: 0.0762 data_time: 0.0034 memory: 1679 loss: 0.7923 2022/11/28 09:39:51 - mmengine - INFO - Epoch(train) [115][1800/5005] lr: 5.4417e-04 eta: 0:34:22 time: 0.0752 data_time: 0.0026 memory: 1679 loss: 0.8996 2022/11/28 09:39:59 - mmengine - INFO - Epoch(train) [115][1900/5005] lr: 5.4033e-04 eta: 0:34:15 time: 0.0761 data_time: 0.0029 memory: 1679 loss: 0.8198 2022/11/28 09:40:07 - mmengine - INFO - Epoch(train) [115][2000/5005] lr: 5.3650e-04 eta: 0:34:07 time: 0.0758 data_time: 0.0024 memory: 1679 loss: 0.9024 2022/11/28 09:40:15 - mmengine - INFO - Epoch(train) [115][2100/5005] lr: 5.3268e-04 eta: 0:34:00 time: 0.0756 data_time: 0.0024 memory: 1679 loss: 0.9714 2022/11/28 09:40:22 - mmengine - INFO - Epoch(train) [115][2200/5005] lr: 5.2888e-04 eta: 0:33:53 time: 0.0760 data_time: 0.0023 memory: 1679 loss: 0.8274 2022/11/28 09:40:30 - mmengine - INFO - Epoch(train) [115][2300/5005] lr: 5.2510e-04 eta: 0:33:46 time: 0.0753 data_time: 0.0031 memory: 1679 loss: 0.9301 2022/11/28 09:40:38 - mmengine - INFO - Epoch(train) [115][2400/5005] lr: 5.2132e-04 eta: 0:33:38 time: 0.0758 data_time: 0.0024 memory: 1679 loss: 0.9182 2022/11/28 09:40:40 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:40:46 - mmengine - INFO - Epoch(train) [115][2500/5005] lr: 5.1756e-04 eta: 0:33:31 time: 0.0761 data_time: 0.0024 memory: 1679 loss: 0.8830 2022/11/28 09:40:53 - mmengine - INFO - Epoch(train) [115][2600/5005] lr: 5.1382e-04 eta: 0:33:24 time: 0.0748 data_time: 0.0032 memory: 1679 loss: 0.7492 2022/11/28 09:41:01 - mmengine - INFO - Epoch(train) [115][2700/5005] lr: 5.1008e-04 eta: 0:33:16 time: 0.0753 data_time: 0.0024 memory: 1679 loss: 0.8133 2022/11/28 09:41:09 - mmengine - INFO - Epoch(train) [115][2800/5005] lr: 5.0636e-04 eta: 0:33:09 time: 0.0760 data_time: 0.0024 memory: 1679 loss: 0.9493 2022/11/28 09:41:17 - mmengine - INFO - Epoch(train) [115][2900/5005] lr: 5.0266e-04 eta: 0:33:02 time: 0.0759 data_time: 0.0028 memory: 1679 loss: 0.9298 2022/11/28 09:41:24 - mmengine - INFO - Epoch(train) [115][3000/5005] lr: 4.9896e-04 eta: 0:32:54 time: 0.0750 data_time: 0.0024 memory: 1679 loss: 0.9195 2022/11/28 09:41:32 - mmengine - INFO - Epoch(train) [115][3100/5005] lr: 4.9529e-04 eta: 0:32:47 time: 0.0803 data_time: 0.0024 memory: 1679 loss: 0.9183 2022/11/28 09:41:40 - mmengine - INFO - Epoch(train) [115][3200/5005] lr: 4.9162e-04 eta: 0:32:40 time: 0.0751 data_time: 0.0024 memory: 1679 loss: 0.9566 2022/11/28 09:41:48 - mmengine - INFO - Epoch(train) [115][3300/5005] lr: 4.8797e-04 eta: 0:32:33 time: 0.0750 data_time: 0.0025 memory: 1679 loss: 0.9508 2022/11/28 09:41:55 - mmengine - INFO - Epoch(train) [115][3400/5005] lr: 4.8433e-04 eta: 0:32:25 time: 0.0761 data_time: 0.0023 memory: 1679 loss: 0.9309 2022/11/28 09:41:58 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:42:03 - mmengine - INFO - Epoch(train) [115][3500/5005] lr: 4.8071e-04 eta: 0:32:18 time: 0.0766 data_time: 0.0033 memory: 1679 loss: 0.8891 2022/11/28 09:42:11 - mmengine - INFO - Epoch(train) [115][3600/5005] lr: 4.7709e-04 eta: 0:32:11 time: 0.0752 data_time: 0.0033 memory: 1679 loss: 1.0213 2022/11/28 09:42:19 - mmengine - INFO - Epoch(train) [115][3700/5005] lr: 4.7350e-04 eta: 0:32:03 time: 0.0754 data_time: 0.0025 memory: 1679 loss: 0.9736 2022/11/28 09:42:27 - mmengine - INFO - Epoch(train) [115][3800/5005] lr: 4.6991e-04 eta: 0:31:56 time: 0.0750 data_time: 0.0031 memory: 1679 loss: 0.9063 2022/11/28 09:42:35 - mmengine - INFO - Epoch(train) [115][3900/5005] lr: 4.6634e-04 eta: 0:31:49 time: 0.0754 data_time: 0.0033 memory: 1679 loss: 0.8811 2022/11/28 09:42:42 - mmengine - INFO - Epoch(train) [115][4000/5005] lr: 4.6279e-04 eta: 0:31:42 time: 0.0759 data_time: 0.0034 memory: 1679 loss: 0.9626 2022/11/28 09:42:50 - mmengine - INFO - Epoch(train) [115][4100/5005] lr: 4.5924e-04 eta: 0:31:34 time: 0.0762 data_time: 0.0024 memory: 1679 loss: 0.8724 2022/11/28 09:42:58 - mmengine - INFO - Epoch(train) [115][4200/5005] lr: 4.5571e-04 eta: 0:31:27 time: 0.0757 data_time: 0.0024 memory: 1679 loss: 0.8802 2022/11/28 09:43:06 - mmengine - INFO - Epoch(train) [115][4300/5005] lr: 4.5220e-04 eta: 0:31:20 time: 0.0759 data_time: 0.0025 memory: 1679 loss: 0.8431 2022/11/28 09:43:14 - mmengine - INFO - Epoch(train) [115][4400/5005] lr: 4.4869e-04 eta: 0:31:12 time: 0.0753 data_time: 0.0025 memory: 1679 loss: 0.8733 2022/11/28 09:43:16 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:43:22 - mmengine - INFO - Epoch(train) [115][4500/5005] lr: 4.4520e-04 eta: 0:31:05 time: 0.0756 data_time: 0.0027 memory: 1679 loss: 0.8799 2022/11/28 09:43:29 - mmengine - INFO - Epoch(train) [115][4600/5005] lr: 4.4173e-04 eta: 0:30:58 time: 0.0755 data_time: 0.0025 memory: 1679 loss: 0.8788 2022/11/28 09:43:37 - mmengine - INFO - Epoch(train) [115][4700/5005] lr: 4.3827e-04 eta: 0:30:51 time: 0.0757 data_time: 0.0024 memory: 1679 loss: 0.9107 2022/11/28 09:43:45 - mmengine - INFO - Epoch(train) [115][4800/5005] lr: 4.3482e-04 eta: 0:30:43 time: 0.0745 data_time: 0.0024 memory: 1679 loss: 0.8864 2022/11/28 09:43:53 - mmengine - INFO - Epoch(train) [115][4900/5005] lr: 4.3138e-04 eta: 0:30:36 time: 0.0750 data_time: 0.0031 memory: 1679 loss: 0.8391 2022/11/28 09:44:00 - mmengine - INFO - Epoch(train) [115][5000/5005] lr: 4.2796e-04 eta: 0:30:29 time: 0.0754 data_time: 0.0032 memory: 1679 loss: 0.9719 2022/11/28 09:44:01 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:44:01 - mmengine - INFO - Saving checkpoint at 115 epochs 2022/11/28 09:44:06 - mmengine - INFO - Epoch(val) [115][100/196] eta: 0:00:03 time: 0.0370 data_time: 0.0232 memory: 1679 2022/11/28 09:44:20 - mmengine - INFO - Epoch(val) [115][196/196] accuracy/top1: 76.3060 accuracy/top5: 92.9520 2022/11/28 09:44:28 - mmengine - INFO - Epoch(train) [116][ 100/5005] lr: 4.2438e-04 eta: 0:30:21 time: 0.0755 data_time: 0.0023 memory: 1679 loss: 0.9604 2022/11/28 09:44:36 - mmengine - INFO - Epoch(train) [116][ 200/5005] lr: 4.2099e-04 eta: 0:30:14 time: 0.0758 data_time: 0.0024 memory: 1679 loss: 0.8803 2022/11/28 09:44:43 - mmengine - INFO - Epoch(train) [116][ 300/5005] lr: 4.1761e-04 eta: 0:30:06 time: 0.0754 data_time: 0.0023 memory: 1679 loss: 0.8856 2022/11/28 09:44:51 - mmengine - INFO - Epoch(train) [116][ 400/5005] lr: 4.1424e-04 eta: 0:29:59 time: 0.0824 data_time: 0.0024 memory: 1679 loss: 0.7792 2022/11/28 09:44:53 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:44:59 - mmengine - INFO - Epoch(train) [116][ 500/5005] lr: 4.1089e-04 eta: 0:29:52 time: 0.0752 data_time: 0.0023 memory: 1679 loss: 1.0651 2022/11/28 09:45:07 - mmengine - INFO - Epoch(train) [116][ 600/5005] lr: 4.0755e-04 eta: 0:29:44 time: 0.0750 data_time: 0.0030 memory: 1679 loss: 0.8924 2022/11/28 09:45:14 - mmengine - INFO - Epoch(train) [116][ 700/5005] lr: 4.0423e-04 eta: 0:29:37 time: 0.0759 data_time: 0.0024 memory: 1679 loss: 0.9834 2022/11/28 09:45:22 - mmengine - INFO - Epoch(train) [116][ 800/5005] lr: 4.0091e-04 eta: 0:29:30 time: 0.0753 data_time: 0.0034 memory: 1679 loss: 0.9855 2022/11/28 09:45:30 - mmengine - INFO - Epoch(train) [116][ 900/5005] lr: 3.9762e-04 eta: 0:29:23 time: 0.0755 data_time: 0.0023 memory: 1679 loss: 0.7968 2022/11/28 09:45:38 - mmengine - INFO - Epoch(train) [116][1000/5005] lr: 3.9433e-04 eta: 0:29:15 time: 0.0765 data_time: 0.0034 memory: 1679 loss: 1.0310 2022/11/28 09:45:46 - mmengine - INFO - Epoch(train) [116][1100/5005] lr: 3.9106e-04 eta: 0:29:08 time: 0.0750 data_time: 0.0025 memory: 1679 loss: 0.9274 2022/11/28 09:45:53 - mmengine - INFO - Epoch(train) [116][1200/5005] lr: 3.8780e-04 eta: 0:29:01 time: 0.0757 data_time: 0.0031 memory: 1679 loss: 0.7720 2022/11/28 09:46:01 - mmengine - INFO - Epoch(train) [116][1300/5005] lr: 3.8456e-04 eta: 0:28:53 time: 0.0753 data_time: 0.0025 memory: 1679 loss: 0.9729 2022/11/28 09:46:09 - mmengine - INFO - Epoch(train) [116][1400/5005] lr: 3.8133e-04 eta: 0:28:46 time: 0.0753 data_time: 0.0025 memory: 1679 loss: 0.8623 2022/11/28 09:46:11 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:46:17 - mmengine - INFO - Epoch(train) [116][1500/5005] lr: 3.7811e-04 eta: 0:28:39 time: 0.0747 data_time: 0.0024 memory: 1679 loss: 0.8711 2022/11/28 09:46:24 - mmengine - INFO - Epoch(train) [116][1600/5005] lr: 3.7491e-04 eta: 0:28:32 time: 0.0760 data_time: 0.0029 memory: 1679 loss: 1.0584 2022/11/28 09:46:32 - mmengine - INFO - Epoch(train) [116][1700/5005] lr: 3.7172e-04 eta: 0:28:24 time: 0.0753 data_time: 0.0024 memory: 1679 loss: 0.9715 2022/11/28 09:46:40 - mmengine - INFO - Epoch(train) [116][1800/5005] lr: 3.6854e-04 eta: 0:28:17 time: 0.0748 data_time: 0.0030 memory: 1679 loss: 1.0618 2022/11/28 09:46:48 - mmengine - INFO - Epoch(train) [116][1900/5005] lr: 3.6538e-04 eta: 0:28:10 time: 0.0760 data_time: 0.0023 memory: 1679 loss: 0.7598 2022/11/28 09:46:56 - mmengine - INFO - Epoch(train) [116][2000/5005] lr: 3.6223e-04 eta: 0:28:02 time: 0.0767 data_time: 0.0031 memory: 1679 loss: 0.8705 2022/11/28 09:47:03 - mmengine - INFO - Epoch(train) [116][2100/5005] lr: 3.5909e-04 eta: 0:27:55 time: 0.0770 data_time: 0.0033 memory: 1679 loss: 0.8541 2022/11/28 09:47:11 - mmengine - INFO - Epoch(train) [116][2200/5005] lr: 3.5597e-04 eta: 0:27:48 time: 0.0773 data_time: 0.0024 memory: 1679 loss: 0.8487 2022/11/28 09:47:19 - mmengine - INFO - Epoch(train) [116][2300/5005] lr: 3.5286e-04 eta: 0:27:40 time: 0.0755 data_time: 0.0030 memory: 1679 loss: 0.8596 2022/11/28 09:47:27 - mmengine - INFO - Epoch(train) [116][2400/5005] lr: 3.4977e-04 eta: 0:27:33 time: 0.0759 data_time: 0.0023 memory: 1679 loss: 1.0479 2022/11/28 09:47:29 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:47:34 - mmengine - INFO - Epoch(train) [116][2500/5005] lr: 3.4668e-04 eta: 0:27:26 time: 0.0749 data_time: 0.0032 memory: 1679 loss: 0.9445 2022/11/28 09:47:42 - mmengine - INFO - Epoch(train) [116][2600/5005] lr: 3.4362e-04 eta: 0:27:19 time: 0.0757 data_time: 0.0027 memory: 1679 loss: 0.9944 2022/11/28 09:47:50 - mmengine - INFO - Epoch(train) [116][2700/5005] lr: 3.4056e-04 eta: 0:27:11 time: 0.0746 data_time: 0.0025 memory: 1679 loss: 0.7404 2022/11/28 09:47:58 - mmengine - INFO - Epoch(train) [116][2800/5005] lr: 3.3752e-04 eta: 0:27:04 time: 0.0755 data_time: 0.0023 memory: 1679 loss: 0.8128 2022/11/28 09:48:06 - mmengine - INFO - Epoch(train) [116][2900/5005] lr: 3.3450e-04 eta: 0:26:57 time: 0.0767 data_time: 0.0023 memory: 1679 loss: 1.0860 2022/11/28 09:48:13 - mmengine - INFO - Epoch(train) [116][3000/5005] lr: 3.3148e-04 eta: 0:26:49 time: 0.0754 data_time: 0.0024 memory: 1679 loss: 0.9404 2022/11/28 09:48:21 - mmengine - INFO - Epoch(train) [116][3100/5005] lr: 3.2848e-04 eta: 0:26:42 time: 0.0765 data_time: 0.0033 memory: 1679 loss: 0.9554 2022/11/28 09:48:29 - mmengine - INFO - Epoch(train) [116][3200/5005] lr: 3.2550e-04 eta: 0:26:35 time: 0.0760 data_time: 0.0024 memory: 1679 loss: 0.8778 2022/11/28 09:48:37 - mmengine - INFO - Epoch(train) [116][3300/5005] lr: 3.2252e-04 eta: 0:26:27 time: 0.0758 data_time: 0.0023 memory: 1679 loss: 0.9145 2022/11/28 09:48:45 - mmengine - INFO - Epoch(train) [116][3400/5005] lr: 3.1956e-04 eta: 0:26:20 time: 0.0766 data_time: 0.0023 memory: 1679 loss: 0.7738 2022/11/28 09:48:47 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:48:53 - mmengine - INFO - Epoch(train) [116][3500/5005] lr: 3.1662e-04 eta: 0:26:13 time: 0.0751 data_time: 0.0026 memory: 1679 loss: 1.0020 2022/11/28 09:49:00 - mmengine - INFO - Epoch(train) [116][3600/5005] lr: 3.1369e-04 eta: 0:26:06 time: 0.0749 data_time: 0.0029 memory: 1679 loss: 0.9079 2022/11/28 09:49:08 - mmengine - INFO - Epoch(train) [116][3700/5005] lr: 3.1077e-04 eta: 0:25:58 time: 0.0756 data_time: 0.0023 memory: 1679 loss: 1.0131 2022/11/28 09:49:16 - mmengine - INFO - Epoch(train) [116][3800/5005] lr: 3.0786e-04 eta: 0:25:51 time: 0.0756 data_time: 0.0030 memory: 1679 loss: 0.9850 2022/11/28 09:49:24 - mmengine - INFO - Epoch(train) [116][3900/5005] lr: 3.0497e-04 eta: 0:25:44 time: 0.0753 data_time: 0.0031 memory: 1679 loss: 0.8821 2022/11/28 09:49:31 - mmengine - INFO - Epoch(train) [116][4000/5005] lr: 3.0210e-04 eta: 0:25:36 time: 0.0766 data_time: 0.0025 memory: 1679 loss: 0.9463 2022/11/28 09:49:39 - mmengine - INFO - Epoch(train) [116][4100/5005] lr: 2.9923e-04 eta: 0:25:29 time: 0.0746 data_time: 0.0027 memory: 1679 loss: 0.8067 2022/11/28 09:49:47 - mmengine - INFO - Epoch(train) [116][4200/5005] lr: 2.9638e-04 eta: 0:25:22 time: 0.0755 data_time: 0.0024 memory: 1679 loss: 0.9635 2022/11/28 09:49:55 - mmengine - INFO - Epoch(train) [116][4300/5005] lr: 2.9354e-04 eta: 0:25:14 time: 0.0758 data_time: 0.0026 memory: 1679 loss: 0.8919 2022/11/28 09:50:03 - mmengine - INFO - Epoch(train) [116][4400/5005] lr: 2.9072e-04 eta: 0:25:07 time: 0.0748 data_time: 0.0029 memory: 1679 loss: 0.8187 2022/11/28 09:50:04 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:50:10 - mmengine - INFO - Epoch(train) [116][4500/5005] lr: 2.8791e-04 eta: 0:25:00 time: 0.0758 data_time: 0.0024 memory: 1679 loss: 0.9458 2022/11/28 09:50:18 - mmengine - INFO - Epoch(train) [116][4600/5005] lr: 2.8512e-04 eta: 0:24:53 time: 0.0760 data_time: 0.0024 memory: 1679 loss: 0.8416 2022/11/28 09:50:26 - mmengine - INFO - Epoch(train) [116][4700/5005] lr: 2.8233e-04 eta: 0:24:45 time: 0.0750 data_time: 0.0025 memory: 1679 loss: 0.8461 2022/11/28 09:50:34 - mmengine - INFO - Epoch(train) [116][4800/5005] lr: 2.7957e-04 eta: 0:24:38 time: 0.0747 data_time: 0.0025 memory: 1679 loss: 1.1123 2022/11/28 09:50:42 - mmengine - INFO - Epoch(train) [116][4900/5005] lr: 2.7681e-04 eta: 0:24:31 time: 0.0742 data_time: 0.0025 memory: 1679 loss: 0.7810 2022/11/28 09:50:49 - mmengine - INFO - Epoch(train) [116][5000/5005] lr: 2.7407e-04 eta: 0:24:23 time: 0.0762 data_time: 0.0032 memory: 1679 loss: 0.9413 2022/11/28 09:50:50 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:50:50 - mmengine - INFO - Saving checkpoint at 116 epochs 2022/11/28 09:50:55 - mmengine - INFO - Epoch(val) [116][100/196] eta: 0:00:03 time: 0.0379 data_time: 0.0239 memory: 1679 2022/11/28 09:51:09 - mmengine - INFO - Epoch(val) [116][196/196] accuracy/top1: 76.3540 accuracy/top5: 93.0400 2022/11/28 09:51:17 - mmengine - INFO - Epoch(train) [117][ 100/5005] lr: 2.7121e-04 eta: 0:24:16 time: 0.0755 data_time: 0.0024 memory: 1679 loss: 0.8428 2022/11/28 09:51:25 - mmengine - INFO - Epoch(train) [117][ 200/5005] lr: 2.6849e-04 eta: 0:24:08 time: 0.0755 data_time: 0.0023 memory: 1679 loss: 0.9321 2022/11/28 09:51:33 - mmengine - INFO - Epoch(train) [117][ 300/5005] lr: 2.6579e-04 eta: 0:24:01 time: 0.0761 data_time: 0.0034 memory: 1679 loss: 0.7678 2022/11/28 09:51:40 - mmengine - INFO - Epoch(train) [117][ 400/5005] lr: 2.6311e-04 eta: 0:23:54 time: 0.0745 data_time: 0.0024 memory: 1679 loss: 0.8454 2022/11/28 09:51:42 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:51:48 - mmengine - INFO - Epoch(train) [117][ 500/5005] lr: 2.6043e-04 eta: 0:23:47 time: 0.0761 data_time: 0.0023 memory: 1679 loss: 0.9217 2022/11/28 09:51:56 - mmengine - INFO - Epoch(train) [117][ 600/5005] lr: 2.5777e-04 eta: 0:23:39 time: 0.0743 data_time: 0.0024 memory: 1679 loss: 0.8232 2022/11/28 09:52:04 - mmengine - INFO - Epoch(train) [117][ 700/5005] lr: 2.5513e-04 eta: 0:23:32 time: 0.0751 data_time: 0.0024 memory: 1679 loss: 0.8266 2022/11/28 09:52:12 - mmengine - INFO - Epoch(train) [117][ 800/5005] lr: 2.5250e-04 eta: 0:23:25 time: 0.0801 data_time: 0.0065 memory: 1679 loss: 0.8694 2022/11/28 09:52:20 - mmengine - INFO - Epoch(train) [117][ 900/5005] lr: 2.4988e-04 eta: 0:23:17 time: 0.0753 data_time: 0.0031 memory: 1679 loss: 0.8921 2022/11/28 09:52:27 - mmengine - INFO - Epoch(train) [117][1000/5005] lr: 2.4727e-04 eta: 0:23:10 time: 0.0769 data_time: 0.0024 memory: 1679 loss: 1.0216 2022/11/28 09:52:35 - mmengine - INFO - Epoch(train) [117][1100/5005] lr: 2.4468e-04 eta: 0:23:03 time: 0.0747 data_time: 0.0026 memory: 1679 loss: 0.7801 2022/11/28 09:52:43 - mmengine - INFO - Epoch(train) [117][1200/5005] lr: 2.4210e-04 eta: 0:22:55 time: 0.0748 data_time: 0.0025 memory: 1679 loss: 1.0113 2022/11/28 09:52:50 - mmengine - INFO - Epoch(train) [117][1300/5005] lr: 2.3954e-04 eta: 0:22:48 time: 0.0762 data_time: 0.0023 memory: 1679 loss: 1.0149 2022/11/28 09:52:58 - mmengine - INFO - Epoch(train) [117][1400/5005] lr: 2.3699e-04 eta: 0:22:41 time: 0.0773 data_time: 0.0023 memory: 1679 loss: 0.8883 2022/11/28 09:53:00 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:53:06 - mmengine - INFO - Epoch(train) [117][1500/5005] lr: 2.3445e-04 eta: 0:22:34 time: 0.0758 data_time: 0.0026 memory: 1679 loss: 0.8659 2022/11/28 09:53:14 - mmengine - INFO - Epoch(train) [117][1600/5005] lr: 2.3193e-04 eta: 0:22:26 time: 0.0759 data_time: 0.0027 memory: 1679 loss: 0.9249 2022/11/28 09:53:22 - mmengine - INFO - Epoch(train) [117][1700/5005] lr: 2.2942e-04 eta: 0:22:19 time: 0.0749 data_time: 0.0028 memory: 1679 loss: 0.9266 2022/11/28 09:53:30 - mmengine - INFO - Epoch(train) [117][1800/5005] lr: 2.2693e-04 eta: 0:22:12 time: 0.0834 data_time: 0.0032 memory: 1679 loss: 0.8696 2022/11/28 09:53:38 - mmengine - INFO - Epoch(train) [117][1900/5005] lr: 2.2444e-04 eta: 0:22:04 time: 0.0761 data_time: 0.0029 memory: 1679 loss: 0.9735 2022/11/28 09:53:46 - mmengine - INFO - Epoch(train) [117][2000/5005] lr: 2.2198e-04 eta: 0:21:57 time: 0.0768 data_time: 0.0033 memory: 1679 loss: 1.0000 2022/11/28 09:53:53 - mmengine - INFO - Epoch(train) [117][2100/5005] lr: 2.1952e-04 eta: 0:21:50 time: 0.0752 data_time: 0.0024 memory: 1679 loss: 0.8887 2022/11/28 09:54:01 - mmengine - INFO - Epoch(train) [117][2200/5005] lr: 2.1708e-04 eta: 0:21:42 time: 0.0761 data_time: 0.0035 memory: 1679 loss: 0.7845 2022/11/28 09:54:09 - mmengine - INFO - Epoch(train) [117][2300/5005] lr: 2.1465e-04 eta: 0:21:35 time: 0.0762 data_time: 0.0025 memory: 1679 loss: 0.9011 2022/11/28 09:54:17 - mmengine - INFO - Epoch(train) [117][2400/5005] lr: 2.1224e-04 eta: 0:21:28 time: 0.0748 data_time: 0.0027 memory: 1679 loss: 0.9444 2022/11/28 09:54:18 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:54:25 - mmengine - INFO - Epoch(train) [117][2500/5005] lr: 2.0984e-04 eta: 0:21:21 time: 0.0756 data_time: 0.0030 memory: 1679 loss: 0.8663 2022/11/28 09:54:32 - mmengine - INFO - Epoch(train) [117][2600/5005] lr: 2.0745e-04 eta: 0:21:13 time: 0.0753 data_time: 0.0025 memory: 1679 loss: 0.8631 2022/11/28 09:54:40 - mmengine - INFO - Epoch(train) [117][2700/5005] lr: 2.0508e-04 eta: 0:21:06 time: 0.0753 data_time: 0.0024 memory: 1679 loss: 0.7685 2022/11/28 09:54:48 - mmengine - INFO - Epoch(train) [117][2800/5005] lr: 2.0272e-04 eta: 0:20:59 time: 0.0754 data_time: 0.0024 memory: 1679 loss: 0.9269 2022/11/28 09:54:56 - mmengine - INFO - Epoch(train) [117][2900/5005] lr: 2.0037e-04 eta: 0:20:51 time: 0.0762 data_time: 0.0029 memory: 1679 loss: 0.8297 2022/11/28 09:55:03 - mmengine - INFO - Epoch(train) [117][3000/5005] lr: 1.9804e-04 eta: 0:20:44 time: 0.0757 data_time: 0.0029 memory: 1679 loss: 0.7253 2022/11/28 09:55:11 - mmengine - INFO - Epoch(train) [117][3100/5005] lr: 1.9572e-04 eta: 0:20:37 time: 0.0766 data_time: 0.0032 memory: 1679 loss: 0.8230 2022/11/28 09:55:19 - mmengine - INFO - Epoch(train) [117][3200/5005] lr: 1.9342e-04 eta: 0:20:29 time: 0.0763 data_time: 0.0024 memory: 1679 loss: 0.7599 2022/11/28 09:55:27 - mmengine - INFO - Epoch(train) [117][3300/5005] lr: 1.9112e-04 eta: 0:20:22 time: 0.0838 data_time: 0.0032 memory: 1679 loss: 0.7849 2022/11/28 09:55:35 - mmengine - INFO - Epoch(train) [117][3400/5005] lr: 1.8885e-04 eta: 0:20:15 time: 0.0756 data_time: 0.0024 memory: 1679 loss: 0.8718 2022/11/28 09:55:36 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:55:43 - mmengine - INFO - Epoch(train) [117][3500/5005] lr: 1.8658e-04 eta: 0:20:07 time: 0.0753 data_time: 0.0023 memory: 1679 loss: 0.7782 2022/11/28 09:55:51 - mmengine - INFO - Epoch(train) [117][3600/5005] lr: 1.8433e-04 eta: 0:20:00 time: 0.0757 data_time: 0.0031 memory: 1679 loss: 0.8379 2022/11/28 09:55:58 - mmengine - INFO - Epoch(train) [117][3700/5005] lr: 1.8210e-04 eta: 0:19:53 time: 0.0754 data_time: 0.0025 memory: 1679 loss: 0.8746 2022/11/28 09:56:06 - mmengine - INFO - Epoch(train) [117][3800/5005] lr: 1.7987e-04 eta: 0:19:46 time: 0.0750 data_time: 0.0026 memory: 1679 loss: 0.7293 2022/11/28 09:56:14 - mmengine - INFO - Epoch(train) [117][3900/5005] lr: 1.7766e-04 eta: 0:19:38 time: 0.0751 data_time: 0.0030 memory: 1679 loss: 0.8429 2022/11/28 09:56:22 - mmengine - INFO - Epoch(train) [117][4000/5005] lr: 1.7547e-04 eta: 0:19:31 time: 0.0767 data_time: 0.0023 memory: 1679 loss: 0.7937 2022/11/28 09:56:29 - mmengine - INFO - Epoch(train) [117][4100/5005] lr: 1.7328e-04 eta: 0:19:24 time: 0.0748 data_time: 0.0024 memory: 1679 loss: 0.9770 2022/11/28 09:56:37 - mmengine - INFO - Epoch(train) [117][4200/5005] lr: 1.7112e-04 eta: 0:19:16 time: 0.0768 data_time: 0.0023 memory: 1679 loss: 1.0044 2022/11/28 09:56:45 - mmengine - INFO - Epoch(train) [117][4300/5005] lr: 1.6896e-04 eta: 0:19:09 time: 0.0757 data_time: 0.0033 memory: 1679 loss: 0.8328 2022/11/28 09:56:53 - mmengine - INFO - Epoch(train) [117][4400/5005] lr: 1.6682e-04 eta: 0:19:02 time: 0.0754 data_time: 0.0024 memory: 1679 loss: 0.9743 2022/11/28 09:56:54 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:57:00 - mmengine - INFO - Epoch(train) [117][4500/5005] lr: 1.6469e-04 eta: 0:18:54 time: 0.0762 data_time: 0.0023 memory: 1679 loss: 0.7884 2022/11/28 09:57:08 - mmengine - INFO - Epoch(train) [117][4600/5005] lr: 1.6258e-04 eta: 0:18:47 time: 0.0832 data_time: 0.0028 memory: 1679 loss: 0.9640 2022/11/28 09:57:16 - mmengine - INFO - Epoch(train) [117][4700/5005] lr: 1.6048e-04 eta: 0:18:40 time: 0.0761 data_time: 0.0025 memory: 1679 loss: 0.9094 2022/11/28 09:57:24 - mmengine - INFO - Epoch(train) [117][4800/5005] lr: 1.5839e-04 eta: 0:18:33 time: 0.0758 data_time: 0.0023 memory: 1679 loss: 0.8766 2022/11/28 09:57:32 - mmengine - INFO - Epoch(train) [117][4900/5005] lr: 1.5632e-04 eta: 0:18:25 time: 0.0759 data_time: 0.0032 memory: 1679 loss: 0.9711 2022/11/28 09:57:40 - mmengine - INFO - Epoch(train) [117][5000/5005] lr: 1.5426e-04 eta: 0:18:18 time: 0.0770 data_time: 0.0043 memory: 1679 loss: 0.9515 2022/11/28 09:57:40 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:57:40 - mmengine - INFO - Saving checkpoint at 117 epochs 2022/11/28 09:57:45 - mmengine - INFO - Epoch(val) [117][100/196] eta: 0:00:03 time: 0.0368 data_time: 0.0229 memory: 1679 2022/11/28 09:57:59 - mmengine - INFO - Epoch(val) [117][196/196] accuracy/top1: 76.3380 accuracy/top5: 93.0860 2022/11/28 09:58:07 - mmengine - INFO - Epoch(train) [118][ 100/5005] lr: 1.5211e-04 eta: 0:18:10 time: 0.0750 data_time: 0.0024 memory: 1679 loss: 0.9031 2022/11/28 09:58:15 - mmengine - INFO - Epoch(train) [118][ 200/5005] lr: 1.5008e-04 eta: 0:18:03 time: 0.0758 data_time: 0.0024 memory: 1679 loss: 0.9644 2022/11/28 09:58:22 - mmengine - INFO - Epoch(train) [118][ 300/5005] lr: 1.4806e-04 eta: 0:17:56 time: 0.0764 data_time: 0.0024 memory: 1679 loss: 0.9729 2022/11/28 09:58:30 - mmengine - INFO - Epoch(train) [118][ 400/5005] lr: 1.4605e-04 eta: 0:17:48 time: 0.0814 data_time: 0.0024 memory: 1679 loss: 0.9506 2022/11/28 09:58:31 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:58:38 - mmengine - INFO - Epoch(train) [118][ 500/5005] lr: 1.4406e-04 eta: 0:17:41 time: 0.0764 data_time: 0.0023 memory: 1679 loss: 1.0069 2022/11/28 09:58:46 - mmengine - INFO - Epoch(train) [118][ 600/5005] lr: 1.4209e-04 eta: 0:17:34 time: 0.0761 data_time: 0.0023 memory: 1679 loss: 0.9915 2022/11/28 09:58:54 - mmengine - INFO - Epoch(train) [118][ 700/5005] lr: 1.4012e-04 eta: 0:17:26 time: 0.0750 data_time: 0.0024 memory: 1679 loss: 0.9707 2022/11/28 09:59:02 - mmengine - INFO - Epoch(train) [118][ 800/5005] lr: 1.3817e-04 eta: 0:17:19 time: 0.0780 data_time: 0.0024 memory: 1679 loss: 0.8726 2022/11/28 09:59:10 - mmengine - INFO - Epoch(train) [118][ 900/5005] lr: 1.3624e-04 eta: 0:17:12 time: 0.0766 data_time: 0.0033 memory: 1679 loss: 0.8417 2022/11/28 09:59:17 - mmengine - INFO - Epoch(train) [118][1000/5005] lr: 1.3431e-04 eta: 0:17:05 time: 0.0753 data_time: 0.0026 memory: 1679 loss: 1.0416 2022/11/28 09:59:25 - mmengine - INFO - Epoch(train) [118][1100/5005] lr: 1.3241e-04 eta: 0:16:57 time: 0.0758 data_time: 0.0031 memory: 1679 loss: 0.8288 2022/11/28 09:59:33 - mmengine - INFO - Epoch(train) [118][1200/5005] lr: 1.3051e-04 eta: 0:16:50 time: 0.0773 data_time: 0.0024 memory: 1679 loss: 1.0002 2022/11/28 09:59:41 - mmengine - INFO - Epoch(train) [118][1300/5005] lr: 1.2863e-04 eta: 0:16:43 time: 0.0761 data_time: 0.0025 memory: 1679 loss: 0.9076 2022/11/28 09:59:49 - mmengine - INFO - Epoch(train) [118][1400/5005] lr: 1.2676e-04 eta: 0:16:35 time: 0.0767 data_time: 0.0026 memory: 1679 loss: 1.0466 2022/11/28 09:59:50 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 09:59:56 - mmengine - INFO - Epoch(train) [118][1500/5005] lr: 1.2491e-04 eta: 0:16:28 time: 0.0761 data_time: 0.0034 memory: 1679 loss: 0.8299 2022/11/28 10:00:04 - mmengine - INFO - Epoch(train) [118][1600/5005] lr: 1.2307e-04 eta: 0:16:21 time: 0.0756 data_time: 0.0027 memory: 1679 loss: 0.9315 2022/11/28 10:00:12 - mmengine - INFO - Epoch(train) [118][1700/5005] lr: 1.2124e-04 eta: 0:16:13 time: 0.0747 data_time: 0.0024 memory: 1679 loss: 0.9049 2022/11/28 10:00:20 - mmengine - INFO - Epoch(train) [118][1800/5005] lr: 1.1943e-04 eta: 0:16:06 time: 0.0761 data_time: 0.0031 memory: 1679 loss: 0.7249 2022/11/28 10:00:28 - mmengine - INFO - Epoch(train) [118][1900/5005] lr: 1.1763e-04 eta: 0:15:59 time: 0.0757 data_time: 0.0025 memory: 1679 loss: 0.8248 2022/11/28 10:00:36 - mmengine - INFO - Epoch(train) [118][2000/5005] lr: 1.1584e-04 eta: 0:15:51 time: 0.0769 data_time: 0.0026 memory: 1679 loss: 0.7471 2022/11/28 10:00:44 - mmengine - INFO - Epoch(train) [118][2100/5005] lr: 1.1407e-04 eta: 0:15:44 time: 0.0756 data_time: 0.0031 memory: 1679 loss: 0.8310 2022/11/28 10:00:51 - mmengine - INFO - Epoch(train) [118][2200/5005] lr: 1.1231e-04 eta: 0:15:37 time: 0.0760 data_time: 0.0023 memory: 1679 loss: 0.8679 2022/11/28 10:00:59 - mmengine - INFO - Epoch(train) [118][2300/5005] lr: 1.1056e-04 eta: 0:15:30 time: 0.0767 data_time: 0.0024 memory: 1679 loss: 0.7819 2022/11/28 10:01:07 - mmengine - INFO - Epoch(train) [118][2400/5005] lr: 1.0883e-04 eta: 0:15:22 time: 0.0755 data_time: 0.0033 memory: 1679 loss: 0.8650 2022/11/28 10:01:08 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 10:01:15 - mmengine - INFO - Epoch(train) [118][2500/5005] lr: 1.0711e-04 eta: 0:15:15 time: 0.0756 data_time: 0.0024 memory: 1679 loss: 1.0199 2022/11/28 10:01:23 - mmengine - INFO - Epoch(train) [118][2600/5005] lr: 1.0541e-04 eta: 0:15:08 time: 0.0766 data_time: 0.0031 memory: 1679 loss: 0.8135 2022/11/28 10:01:30 - mmengine - INFO - Epoch(train) [118][2700/5005] lr: 1.0372e-04 eta: 0:15:00 time: 0.0765 data_time: 0.0023 memory: 1679 loss: 0.7456 2022/11/28 10:01:38 - mmengine - INFO - Epoch(train) [118][2800/5005] lr: 1.0204e-04 eta: 0:14:53 time: 0.0762 data_time: 0.0023 memory: 1679 loss: 1.0082 2022/11/28 10:01:46 - mmengine - INFO - Epoch(train) [118][2900/5005] lr: 1.0038e-04 eta: 0:14:46 time: 0.0752 data_time: 0.0032 memory: 1679 loss: 0.9625 2022/11/28 10:01:54 - mmengine - INFO - Epoch(train) [118][3000/5005] lr: 9.8729e-05 eta: 0:14:38 time: 0.0755 data_time: 0.0026 memory: 1679 loss: 1.0477 2022/11/28 10:02:01 - mmengine - INFO - Epoch(train) [118][3100/5005] lr: 9.7093e-05 eta: 0:14:31 time: 0.0757 data_time: 0.0032 memory: 1679 loss: 0.8142 2022/11/28 10:02:09 - mmengine - INFO - Epoch(train) [118][3200/5005] lr: 9.5471e-05 eta: 0:14:24 time: 0.0762 data_time: 0.0024 memory: 1679 loss: 0.8888 2022/11/28 10:02:17 - mmengine - INFO - Epoch(train) [118][3300/5005] lr: 9.3862e-05 eta: 0:14:16 time: 0.0800 data_time: 0.0026 memory: 1679 loss: 0.7034 2022/11/28 10:02:25 - mmengine - INFO - Epoch(train) [118][3400/5005] lr: 9.2267e-05 eta: 0:14:09 time: 0.0772 data_time: 0.0032 memory: 1679 loss: 0.7769 2022/11/28 10:02:26 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 10:02:33 - mmengine - INFO - Epoch(train) [118][3500/5005] lr: 9.0686e-05 eta: 0:14:02 time: 0.0772 data_time: 0.0023 memory: 1679 loss: 0.9120 2022/11/28 10:02:41 - mmengine - INFO - Epoch(train) [118][3600/5005] lr: 8.9119e-05 eta: 0:13:55 time: 0.0766 data_time: 0.0031 memory: 1679 loss: 0.9414 2022/11/28 10:02:49 - mmengine - INFO - Epoch(train) [118][3700/5005] lr: 8.7565e-05 eta: 0:13:47 time: 0.0747 data_time: 0.0024 memory: 1679 loss: 0.8447 2022/11/28 10:02:56 - mmengine - INFO - Epoch(train) [118][3800/5005] lr: 8.6024e-05 eta: 0:13:40 time: 0.0749 data_time: 0.0028 memory: 1679 loss: 0.7484 2022/11/28 10:03:04 - mmengine - INFO - Epoch(train) [118][3900/5005] lr: 8.4497e-05 eta: 0:13:33 time: 0.0755 data_time: 0.0030 memory: 1679 loss: 0.7814 2022/11/28 10:03:12 - mmengine - INFO - Epoch(train) [118][4000/5005] lr: 8.2984e-05 eta: 0:13:25 time: 0.0765 data_time: 0.0025 memory: 1679 loss: 0.9240 2022/11/28 10:03:20 - mmengine - INFO - Epoch(train) [118][4100/5005] lr: 8.1485e-05 eta: 0:13:18 time: 0.0771 data_time: 0.0025 memory: 1679 loss: 0.7945 2022/11/28 10:03:28 - mmengine - INFO - Epoch(train) [118][4200/5005] lr: 7.9999e-05 eta: 0:13:11 time: 0.0765 data_time: 0.0025 memory: 1679 loss: 0.7450 2022/11/28 10:03:35 - mmengine - INFO - Epoch(train) [118][4300/5005] lr: 7.8527e-05 eta: 0:13:03 time: 0.0753 data_time: 0.0028 memory: 1679 loss: 0.9340 2022/11/28 10:03:43 - mmengine - INFO - Epoch(train) [118][4400/5005] lr: 7.7069e-05 eta: 0:12:56 time: 0.0753 data_time: 0.0025 memory: 1679 loss: 0.9671 2022/11/28 10:03:44 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 10:03:51 - mmengine - INFO - Epoch(train) [118][4500/5005] lr: 7.5624e-05 eta: 0:12:49 time: 0.0750 data_time: 0.0031 memory: 1679 loss: 0.8873 2022/11/28 10:03:59 - mmengine - INFO - Epoch(train) [118][4600/5005] lr: 7.4193e-05 eta: 0:12:41 time: 0.0753 data_time: 0.0024 memory: 1679 loss: 0.8844 2022/11/28 10:04:06 - mmengine - INFO - Epoch(train) [118][4700/5005] lr: 7.2776e-05 eta: 0:12:34 time: 0.0754 data_time: 0.0025 memory: 1679 loss: 0.9027 2022/11/28 10:04:14 - mmengine - INFO - Epoch(train) [118][4800/5005] lr: 7.1372e-05 eta: 0:12:27 time: 0.0749 data_time: 0.0024 memory: 1679 loss: 0.9454 2022/11/28 10:04:22 - mmengine - INFO - Epoch(train) [118][4900/5005] lr: 6.9982e-05 eta: 0:12:19 time: 0.0764 data_time: 0.0023 memory: 1679 loss: 0.9646 2022/11/28 10:04:30 - mmengine - INFO - Epoch(train) [118][5000/5005] lr: 6.8605e-05 eta: 0:12:12 time: 0.0768 data_time: 0.0033 memory: 1679 loss: 0.9126 2022/11/28 10:04:31 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 10:04:31 - mmengine - INFO - Saving checkpoint at 118 epochs 2022/11/28 10:04:36 - mmengine - INFO - Epoch(val) [118][100/196] eta: 0:00:04 time: 0.0380 data_time: 0.0243 memory: 1679 2022/11/28 10:04:50 - mmengine - INFO - Epoch(val) [118][196/196] accuracy/top1: 76.4940 accuracy/top5: 93.0620 2022/11/28 10:04:58 - mmengine - INFO - Epoch(train) [119][ 100/5005] lr: 6.7175e-05 eta: 0:12:05 time: 0.0765 data_time: 0.0025 memory: 1679 loss: 1.0193 2022/11/28 10:05:06 - mmengine - INFO - Epoch(train) [119][ 200/5005] lr: 6.5826e-05 eta: 0:11:57 time: 0.0764 data_time: 0.0025 memory: 1679 loss: 0.8882 2022/11/28 10:05:14 - mmengine - INFO - Epoch(train) [119][ 300/5005] lr: 6.4492e-05 eta: 0:11:50 time: 0.0761 data_time: 0.0032 memory: 1679 loss: 1.0020 2022/11/28 10:05:22 - mmengine - INFO - Epoch(train) [119][ 400/5005] lr: 6.3171e-05 eta: 0:11:43 time: 0.0761 data_time: 0.0031 memory: 1679 loss: 0.8613 2022/11/28 10:05:22 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 10:05:29 - mmengine - INFO - Epoch(train) [119][ 500/5005] lr: 6.1863e-05 eta: 0:11:35 time: 0.0754 data_time: 0.0025 memory: 1679 loss: 0.7298 2022/11/28 10:05:37 - mmengine - INFO - Epoch(train) [119][ 600/5005] lr: 6.0569e-05 eta: 0:11:28 time: 0.0758 data_time: 0.0026 memory: 1679 loss: 1.0284 2022/11/28 10:05:45 - mmengine - INFO - Epoch(train) [119][ 700/5005] lr: 5.9289e-05 eta: 0:11:21 time: 0.0753 data_time: 0.0024 memory: 1679 loss: 0.8403 2022/11/28 10:05:53 - mmengine - INFO - Epoch(train) [119][ 800/5005] lr: 5.8023e-05 eta: 0:11:13 time: 0.0756 data_time: 0.0025 memory: 1679 loss: 0.8658 2022/11/28 10:06:01 - mmengine - INFO - Epoch(train) [119][ 900/5005] lr: 5.6770e-05 eta: 0:11:06 time: 0.0765 data_time: 0.0025 memory: 1679 loss: 0.9289 2022/11/28 10:10:56 - mmengine - INFO - Epoch(train) [119][1000/5005] lr: 5.5531e-05 eta: 0:11:03 time: 0.0763 data_time: 0.0024 memory: 1679 loss: 1.0099 2022/11/28 10:11:04 - mmengine - INFO - Epoch(train) [119][1100/5005] lr: 5.4305e-05 eta: 0:10:56 time: 0.0754 data_time: 0.0025 memory: 1679 loss: 0.8344 2022/11/28 10:11:11 - mmengine - INFO - Epoch(train) [119][1200/5005] lr: 5.3094e-05 eta: 0:10:48 time: 0.0750 data_time: 0.0026 memory: 1679 loss: 0.9218 2022/11/28 10:11:19 - mmengine - INFO - Epoch(train) [119][1300/5005] lr: 5.1896e-05 eta: 0:10:41 time: 0.0756 data_time: 0.0025 memory: 1679 loss: 0.8212 2022/11/28 10:11:27 - mmengine - INFO - Epoch(train) [119][1400/5005] lr: 5.0711e-05 eta: 0:10:34 time: 0.0754 data_time: 0.0026 memory: 1679 loss: 0.8581 2022/11/28 10:11:27 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 10:11:34 - mmengine - INFO - Epoch(train) [119][1500/5005] lr: 4.9540e-05 eta: 0:10:26 time: 0.0762 data_time: 0.0035 memory: 1679 loss: 0.8709 2022/11/28 10:11:42 - mmengine - INFO - Epoch(train) [119][1600/5005] lr: 4.8383e-05 eta: 0:10:19 time: 0.0772 data_time: 0.0026 memory: 1679 loss: 0.8947 2022/11/28 10:11:50 - mmengine - INFO - Epoch(train) [119][1700/5005] lr: 4.7240e-05 eta: 0:10:12 time: 0.0807 data_time: 0.0024 memory: 1679 loss: 0.8434 2022/11/28 10:11:58 - mmengine - INFO - Epoch(train) [119][1800/5005] lr: 4.6110e-05 eta: 0:10:04 time: 0.0754 data_time: 0.0028 memory: 1679 loss: 0.8865 2022/11/28 10:12:06 - mmengine - INFO - Epoch(train) [119][1900/5005] lr: 4.4994e-05 eta: 0:09:57 time: 0.0767 data_time: 0.0024 memory: 1679 loss: 1.0951 2022/11/28 10:12:14 - mmengine - INFO - Epoch(train) [119][2000/5005] lr: 4.3891e-05 eta: 0:09:49 time: 0.0760 data_time: 0.0026 memory: 1679 loss: 0.8892 2022/11/28 10:12:22 - mmengine - INFO - Epoch(train) [119][2100/5005] lr: 4.2803e-05 eta: 0:09:42 time: 0.0753 data_time: 0.0025 memory: 1679 loss: 0.7988 2022/11/28 10:12:29 - mmengine - INFO - Epoch(train) [119][2200/5005] lr: 4.1727e-05 eta: 0:09:35 time: 0.0756 data_time: 0.0031 memory: 1679 loss: 0.8662 2022/11/28 10:12:37 - mmengine - INFO - Epoch(train) [119][2300/5005] lr: 4.0666e-05 eta: 0:09:27 time: 0.0760 data_time: 0.0026 memory: 1679 loss: 0.9782 2022/11/28 10:12:45 - mmengine - INFO - Epoch(train) [119][2400/5005] lr: 3.9618e-05 eta: 0:09:20 time: 0.0755 data_time: 0.0024 memory: 1679 loss: 0.9052 2022/11/28 10:12:46 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 10:12:53 - mmengine - INFO - Epoch(train) [119][2500/5005] lr: 3.8584e-05 eta: 0:09:13 time: 0.0759 data_time: 0.0027 memory: 1679 loss: 0.8491 2022/11/28 10:13:00 - mmengine - INFO - Epoch(train) [119][2600/5005] lr: 3.7564e-05 eta: 0:09:05 time: 0.0764 data_time: 0.0030 memory: 1679 loss: 0.9302 2022/11/28 10:13:08 - mmengine - INFO - Epoch(train) [119][2700/5005] lr: 3.6557e-05 eta: 0:08:58 time: 0.0767 data_time: 0.0024 memory: 1679 loss: 0.9557 2022/11/28 10:13:16 - mmengine - INFO - Epoch(train) [119][2800/5005] lr: 3.5564e-05 eta: 0:08:51 time: 0.0759 data_time: 0.0025 memory: 1679 loss: 0.7615 2022/11/28 10:13:24 - mmengine - INFO - Epoch(train) [119][2900/5005] lr: 3.4584e-05 eta: 0:08:43 time: 0.0768 data_time: 0.0034 memory: 1679 loss: 0.8520 2022/11/28 10:13:31 - mmengine - INFO - Epoch(train) [119][3000/5005] lr: 3.3619e-05 eta: 0:08:36 time: 0.0755 data_time: 0.0024 memory: 1679 loss: 0.9462 2022/11/28 10:13:39 - mmengine - INFO - Epoch(train) [119][3100/5005] lr: 3.2667e-05 eta: 0:08:28 time: 0.0758 data_time: 0.0024 memory: 1679 loss: 0.7986 2022/11/28 10:13:47 - mmengine - INFO - Epoch(train) [119][3200/5005] lr: 3.1728e-05 eta: 0:08:21 time: 0.0758 data_time: 0.0024 memory: 1679 loss: 0.9127 2022/11/28 10:13:55 - mmengine - INFO - Epoch(train) [119][3300/5005] lr: 3.0803e-05 eta: 0:08:14 time: 0.0757 data_time: 0.0024 memory: 1679 loss: 0.8536 2022/11/28 10:14:03 - mmengine - INFO - Epoch(train) [119][3400/5005] lr: 2.9892e-05 eta: 0:08:06 time: 0.0771 data_time: 0.0024 memory: 1679 loss: 0.9359 2022/11/28 10:14:03 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 10:14:10 - mmengine - INFO - Epoch(train) [119][3500/5005] lr: 2.8995e-05 eta: 0:07:59 time: 0.0766 data_time: 0.0030 memory: 1679 loss: 1.0227 2022/11/28 10:14:18 - mmengine - INFO - Epoch(train) [119][3600/5005] lr: 2.8111e-05 eta: 0:07:52 time: 0.0762 data_time: 0.0029 memory: 1679 loss: 0.8634 2022/11/28 10:14:26 - mmengine - INFO - Epoch(train) [119][3700/5005] lr: 2.7241e-05 eta: 0:07:44 time: 0.0753 data_time: 0.0025 memory: 1679 loss: 0.9320 2022/11/28 10:14:34 - mmengine - INFO - Epoch(train) [119][3800/5005] lr: 2.6385e-05 eta: 0:07:37 time: 0.0762 data_time: 0.0034 memory: 1679 loss: 0.9602 2022/11/28 10:14:42 - mmengine - INFO - Epoch(train) [119][3900/5005] lr: 2.5542e-05 eta: 0:07:30 time: 0.0765 data_time: 0.0033 memory: 1679 loss: 0.8813 2022/11/28 10:14:50 - mmengine - INFO - Epoch(train) [119][4000/5005] lr: 2.4713e-05 eta: 0:07:22 time: 0.0767 data_time: 0.0033 memory: 1679 loss: 0.8952 2022/11/28 10:14:58 - mmengine - INFO - Epoch(train) [119][4100/5005] lr: 2.3898e-05 eta: 0:07:15 time: 0.0755 data_time: 0.0032 memory: 1679 loss: 0.8408 2022/11/28 10:15:05 - mmengine - INFO - Epoch(train) [119][4200/5005] lr: 2.3096e-05 eta: 0:07:07 time: 0.0765 data_time: 0.0024 memory: 1679 loss: 0.8678 2022/11/28 10:15:13 - mmengine - INFO - Epoch(train) [119][4300/5005] lr: 2.2308e-05 eta: 0:07:00 time: 0.0752 data_time: 0.0024 memory: 1679 loss: 1.1035 2022/11/28 10:15:21 - mmengine - INFO - Epoch(train) [119][4400/5005] lr: 2.1534e-05 eta: 0:06:53 time: 0.0745 data_time: 0.0024 memory: 1679 loss: 0.7763 2022/11/28 10:15:22 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 10:15:29 - mmengine - INFO - Epoch(train) [119][4500/5005] lr: 2.0773e-05 eta: 0:06:45 time: 0.0755 data_time: 0.0028 memory: 1679 loss: 0.7772 2022/11/28 10:15:37 - mmengine - INFO - Epoch(train) [119][4600/5005] lr: 2.0026e-05 eta: 0:06:38 time: 0.0773 data_time: 0.0034 memory: 1679 loss: 0.9275 2022/11/28 10:15:45 - mmengine - INFO - Epoch(train) [119][4700/5005] lr: 1.9293e-05 eta: 0:06:31 time: 0.0753 data_time: 0.0024 memory: 1679 loss: 0.9951 2022/11/28 10:15:52 - mmengine - INFO - Epoch(train) [119][4800/5005] lr: 1.8573e-05 eta: 0:06:23 time: 0.0747 data_time: 0.0025 memory: 1679 loss: 0.8575 2022/11/28 10:16:00 - mmengine - INFO - Epoch(train) [119][4900/5005] lr: 1.7867e-05 eta: 0:06:16 time: 0.0760 data_time: 0.0023 memory: 1679 loss: 0.7214 2022/11/28 10:16:08 - mmengine - INFO - Epoch(train) [119][5000/5005] lr: 1.7175e-05 eta: 0:06:09 time: 0.0765 data_time: 0.0034 memory: 1679 loss: 0.9524 2022/11/28 10:16:09 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 10:16:09 - mmengine - INFO - Saving checkpoint at 119 epochs 2022/11/28 10:16:14 - mmengine - INFO - Epoch(val) [119][100/196] eta: 0:00:03 time: 0.0407 data_time: 0.0267 memory: 1679 2022/11/28 10:16:27 - mmengine - INFO - Epoch(val) [119][196/196] accuracy/top1: 76.4260 accuracy/top5: 93.0780 2022/11/28 10:16:36 - mmengine - INFO - Epoch(train) [120][ 100/5005] lr: 1.6463e-05 eta: 0:06:01 time: 0.0826 data_time: 0.0097 memory: 1679 loss: 0.7648 2022/11/28 10:16:43 - mmengine - INFO - Epoch(train) [120][ 200/5005] lr: 1.5798e-05 eta: 0:05:53 time: 0.0762 data_time: 0.0024 memory: 1679 loss: 1.0472 2022/11/28 10:16:51 - mmengine - INFO - Epoch(train) [120][ 300/5005] lr: 1.5148e-05 eta: 0:05:46 time: 0.0751 data_time: 0.0024 memory: 1679 loss: 0.9231 2022/11/28 10:16:59 - mmengine - INFO - Epoch(train) [120][ 400/5005] lr: 1.4511e-05 eta: 0:05:39 time: 0.0756 data_time: 0.0025 memory: 1679 loss: 0.8930 2022/11/28 10:16:59 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 10:17:07 - mmengine - INFO - Epoch(train) [120][ 500/5005] lr: 1.3888e-05 eta: 0:05:31 time: 0.0755 data_time: 0.0024 memory: 1679 loss: 0.7498 2022/11/28 10:17:15 - mmengine - INFO - Epoch(train) [120][ 600/5005] lr: 1.3278e-05 eta: 0:05:24 time: 0.0758 data_time: 0.0026 memory: 1679 loss: 0.8228 2022/11/28 10:17:22 - mmengine - INFO - Epoch(train) [120][ 700/5005] lr: 1.2682e-05 eta: 0:05:17 time: 0.0753 data_time: 0.0027 memory: 1679 loss: 0.8427 2022/11/28 10:17:30 - mmengine - INFO - Epoch(train) [120][ 800/5005] lr: 1.2100e-05 eta: 0:05:09 time: 0.0800 data_time: 0.0026 memory: 1679 loss: 0.7814 2022/11/28 10:17:38 - mmengine - INFO - Epoch(train) [120][ 900/5005] lr: 1.1532e-05 eta: 0:05:02 time: 0.0762 data_time: 0.0024 memory: 1679 loss: 0.9067 2022/11/28 10:17:46 - mmengine - INFO - Epoch(train) [120][1000/5005] lr: 1.0977e-05 eta: 0:04:55 time: 0.0764 data_time: 0.0025 memory: 1679 loss: 0.8319 2022/11/28 10:17:54 - mmengine - INFO - Epoch(train) [120][1100/5005] lr: 1.0436e-05 eta: 0:04:47 time: 0.0755 data_time: 0.0026 memory: 1679 loss: 0.9693 2022/11/28 10:18:01 - mmengine - INFO - Epoch(train) [120][1200/5005] lr: 9.9081e-06 eta: 0:04:40 time: 0.0764 data_time: 0.0028 memory: 1679 loss: 1.0013 2022/11/28 10:18:09 - mmengine - INFO - Epoch(train) [120][1300/5005] lr: 9.3943e-06 eta: 0:04:32 time: 0.0755 data_time: 0.0026 memory: 1679 loss: 0.7613 2022/11/28 10:18:17 - mmengine - INFO - Epoch(train) [120][1400/5005] lr: 8.8942e-06 eta: 0:04:25 time: 0.0761 data_time: 0.0032 memory: 1679 loss: 0.8588 2022/11/28 10:18:17 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 10:18:25 - mmengine - INFO - Epoch(train) [120][1500/5005] lr: 8.4078e-06 eta: 0:04:18 time: 0.0758 data_time: 0.0026 memory: 1679 loss: 1.0189 2022/11/28 10:18:32 - mmengine - INFO - Epoch(train) [120][1600/5005] lr: 7.9350e-06 eta: 0:04:10 time: 0.0750 data_time: 0.0026 memory: 1679 loss: 0.9725 2022/11/28 10:18:40 - mmengine - INFO - Epoch(train) [120][1700/5005] lr: 7.4759e-06 eta: 0:04:03 time: 0.0751 data_time: 0.0024 memory: 1679 loss: 0.9794 2022/11/28 10:18:48 - mmengine - INFO - Epoch(train) [120][1800/5005] lr: 7.0305e-06 eta: 0:03:56 time: 0.0758 data_time: 0.0024 memory: 1679 loss: 0.9673 2022/11/28 10:18:56 - mmengine - INFO - Epoch(train) [120][1900/5005] lr: 6.5988e-06 eta: 0:03:48 time: 0.0761 data_time: 0.0026 memory: 1679 loss: 0.9331 2022/11/28 10:19:04 - mmengine - INFO - Epoch(train) [120][2000/5005] lr: 6.1807e-06 eta: 0:03:41 time: 0.0759 data_time: 0.0032 memory: 1679 loss: 0.8309 2022/11/28 10:19:12 - mmengine - INFO - Epoch(train) [120][2100/5005] lr: 5.7763e-06 eta: 0:03:34 time: 0.0770 data_time: 0.0024 memory: 1679 loss: 0.9203 2022/11/28 10:19:20 - mmengine - INFO - Epoch(train) [120][2200/5005] lr: 5.3856e-06 eta: 0:03:26 time: 0.0749 data_time: 0.0025 memory: 1679 loss: 0.8971 2022/11/28 10:19:27 - mmengine - INFO - Epoch(train) [120][2300/5005] lr: 5.0086e-06 eta: 0:03:19 time: 0.0763 data_time: 0.0033 memory: 1679 loss: 0.9924 2022/11/28 10:19:35 - mmengine - INFO - Epoch(train) [120][2400/5005] lr: 4.6453e-06 eta: 0:03:11 time: 0.0772 data_time: 0.0035 memory: 1679 loss: 0.8070 2022/11/28 10:19:36 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 10:19:43 - mmengine - INFO - Epoch(train) [120][2500/5005] lr: 4.2956e-06 eta: 0:03:04 time: 0.0762 data_time: 0.0028 memory: 1679 loss: 0.8740 2022/11/28 10:19:51 - mmengine - INFO - Epoch(train) [120][2600/5005] lr: 3.9596e-06 eta: 0:02:57 time: 0.0755 data_time: 0.0024 memory: 1679 loss: 0.8335 2022/11/28 10:19:59 - mmengine - INFO - Epoch(train) [120][2700/5005] lr: 3.6373e-06 eta: 0:02:49 time: 0.0756 data_time: 0.0032 memory: 1679 loss: 0.7844 2022/11/28 10:20:06 - mmengine - INFO - Epoch(train) [120][2800/5005] lr: 3.3287e-06 eta: 0:02:42 time: 0.0767 data_time: 0.0025 memory: 1679 loss: 0.8651 2022/11/28 10:20:14 - mmengine - INFO - Epoch(train) [120][2900/5005] lr: 3.0338e-06 eta: 0:02:35 time: 0.0763 data_time: 0.0026 memory: 1679 loss: 0.7744 2022/11/28 10:20:22 - mmengine - INFO - Epoch(train) [120][3000/5005] lr: 2.7525e-06 eta: 0:02:27 time: 0.0768 data_time: 0.0031 memory: 1679 loss: 0.7866 2022/11/28 10:20:30 - mmengine - INFO - Epoch(train) [120][3100/5005] lr: 2.4849e-06 eta: 0:02:20 time: 0.0753 data_time: 0.0024 memory: 1679 loss: 0.8462 2022/11/28 10:20:38 - mmengine - INFO - Epoch(train) [120][3200/5005] lr: 2.2310e-06 eta: 0:02:12 time: 0.0749 data_time: 0.0026 memory: 1679 loss: 0.9743 2022/11/28 10:20:46 - mmengine - INFO - Epoch(train) [120][3300/5005] lr: 1.9908e-06 eta: 0:02:05 time: 0.0759 data_time: 0.0025 memory: 1679 loss: 0.8809 2022/11/28 10:20:53 - mmengine - INFO - Epoch(train) [120][3400/5005] lr: 1.7642e-06 eta: 0:01:58 time: 0.0760 data_time: 0.0025 memory: 1679 loss: 0.9350 2022/11/28 10:20:54 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 10:21:01 - mmengine - INFO - Epoch(train) [120][3500/5005] lr: 1.5514e-06 eta: 0:01:50 time: 0.0752 data_time: 0.0024 memory: 1679 loss: 0.9982 2022/11/28 10:21:09 - mmengine - INFO - Epoch(train) [120][3600/5005] lr: 1.3522e-06 eta: 0:01:43 time: 0.0828 data_time: 0.0031 memory: 1679 loss: 0.8162 2022/11/28 10:21:17 - mmengine - INFO - Epoch(train) [120][3700/5005] lr: 1.1667e-06 eta: 0:01:36 time: 0.0753 data_time: 0.0026 memory: 1679 loss: 0.8215 2022/11/28 10:21:25 - mmengine - INFO - Epoch(train) [120][3800/5005] lr: 9.9486e-07 eta: 0:01:28 time: 0.0765 data_time: 0.0024 memory: 1679 loss: 0.8408 2022/11/28 10:21:33 - mmengine - INFO - Epoch(train) [120][3900/5005] lr: 8.3672e-07 eta: 0:01:21 time: 0.0762 data_time: 0.0032 memory: 1679 loss: 0.8773 2022/11/28 10:21:41 - mmengine - INFO - Epoch(train) [120][4000/5005] lr: 6.9225e-07 eta: 0:01:14 time: 0.0774 data_time: 0.0035 memory: 1679 loss: 0.9285 2022/11/28 10:21:48 - mmengine - INFO - Epoch(train) [120][4100/5005] lr: 5.6147e-07 eta: 0:01:06 time: 0.0757 data_time: 0.0025 memory: 1679 loss: 0.7698 2022/11/28 10:21:56 - mmengine - INFO - Epoch(train) [120][4200/5005] lr: 4.4436e-07 eta: 0:00:59 time: 0.0759 data_time: 0.0025 memory: 1679 loss: 0.9572 2022/11/28 10:22:04 - mmengine - INFO - Epoch(train) [120][4300/5005] lr: 3.4094e-07 eta: 0:00:51 time: 0.0751 data_time: 0.0027 memory: 1679 loss: 0.7920 2022/11/28 10:22:12 - mmengine - INFO - Epoch(train) [120][4400/5005] lr: 2.5120e-07 eta: 0:00:44 time: 0.0751 data_time: 0.0024 memory: 1679 loss: 0.9534 2022/11/28 10:22:12 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 10:22:19 - mmengine - INFO - Epoch(train) [120][4500/5005] lr: 1.7513e-07 eta: 0:00:37 time: 0.0760 data_time: 0.0024 memory: 1679 loss: 0.7684 2022/11/28 10:22:27 - mmengine - INFO - Epoch(train) [120][4600/5005] lr: 1.1275e-07 eta: 0:00:29 time: 0.0757 data_time: 0.0024 memory: 1679 loss: 0.8012 2022/11/28 10:22:35 - mmengine - INFO - Epoch(train) [120][4700/5005] lr: 6.4049e-08 eta: 0:00:22 time: 0.0762 data_time: 0.0031 memory: 1679 loss: 1.0226 2022/11/28 10:22:43 - mmengine - INFO - Epoch(train) [120][4800/5005] lr: 2.9027e-08 eta: 0:00:15 time: 0.0758 data_time: 0.0034 memory: 1679 loss: 0.8175 2022/11/28 10:22:51 - mmengine - INFO - Epoch(train) [120][4900/5005] lr: 7.6857e-09 eta: 0:00:07 time: 0.0768 data_time: 0.0026 memory: 1679 loss: 0.9660 2022/11/28 10:22:59 - mmengine - INFO - Epoch(train) [120][5000/5005] lr: 2.4625e-11 eta: 0:00:00 time: 0.0763 data_time: 0.0032 memory: 1679 loss: 0.9959 2022/11/28 10:22:59 - mmengine - INFO - Exp name: repvgg-A2_20221127_211825 2022/11/28 10:22:59 - mmengine - INFO - Saving checkpoint at 120 epochs 2022/11/28 10:23:04 - mmengine - INFO - Epoch(val) [120][100/196] eta: 0:00:04 time: 0.0397 data_time: 0.0257 memory: 1679 2022/11/28 10:23:18 - mmengine - INFO - Epoch(val) [120][196/196] accuracy/top1: 76.4380 accuracy/top5: 93.0240