2022/11/28 11:23:53 - 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: 1366231956 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 ------------------------------------------------------------ 2022/11/28 11:23:53 - mmengine - INFO - Config: model = dict( type='ImageClassifier', backbone=dict(type='RepVGG', arch='A1', out_indices=(3, )), neck=dict(type='GlobalAveragePooling'), head=dict( type='LinearClsHead', num_classes=1000, in_channels=1280, 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/A1' 2022/11/28 11:23:53 - mmengine - INFO - Result has been saved to /mm_model/yuzhaohui/mmlab/repvgg/repvgg/A1/modules_statistic_results.json 2022/11/28 11:23:54 - mmengine - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) RuntimeInfoHook (BELOW_NORMAL) LoggerHook -------------------- before_train: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (VERY_LOW ) CheckpointHook -------------------- before_train_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (NORMAL ) DistSamplerSeedHook -------------------- before_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook -------------------- after_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- after_train_epoch: (NORMAL ) IterTimerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- before_val_epoch: (NORMAL ) IterTimerHook -------------------- before_val_iter: (NORMAL ) IterTimerHook -------------------- after_val_iter: (NORMAL ) IterTimerHook (NORMAL ) VisualizationHook (BELOW_NORMAL) LoggerHook -------------------- after_val_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (VERY_LOW ) CheckpointHook -------------------- before_test_epoch: (NORMAL ) IterTimerHook -------------------- before_test_iter: (NORMAL ) IterTimerHook -------------------- after_test_iter: (NORMAL ) IterTimerHook (NORMAL ) VisualizationHook (BELOW_NORMAL) LoggerHook -------------------- after_test_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_run: (BELOW_NORMAL) LoggerHook -------------------- 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_1x1.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.weight:weight_decay=0.0001 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_1x1.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_1x1.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - 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mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_3x3.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.1.branch_1x1.norm.weight:lr=0.1 2022/11/28 11:24:00 - 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mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_3x3.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_3x3.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_3x3.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_3x3.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_3x3.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_3x3.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_1x1.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_1x1.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_1x1.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_1x1.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_1x1.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.2.branch_1x1.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_norm.weight:weight_decay=0.0001 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_3x3.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_2.3.branch_3x3.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - 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mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_3x3.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.9.branch_1x1.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_norm.weight:weight_decay=0.0001 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_3x3.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.10.branch_1x1.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_norm.weight:weight_decay=0.0001 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_3x3.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.11.branch_1x1.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_norm.weight:weight_decay=0.0001 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_3x3.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.12.branch_1x1.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_norm.weight:weight_decay=0.0001 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_3x3.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_3.13.branch_1x1.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:lr=0.1 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:weight_decay=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:decay_mult=0.0 2022/11/28 11:24:00 - mmengine - INFO - paramwise_options -- head.fc.bias:lr=0.1 2022/11/28 11:24:00 - 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([64, 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([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_3x3.norm.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_1x1.conv.weight - torch.Size([64, 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([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_1x1.norm.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_norm.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_norm.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_3x3.conv.weight - torch.Size([64, 64, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.1.branch_3x3.norm.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_3x3.norm.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_1x1.conv.weight - torch.Size([64, 64, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.1.branch_1x1.norm.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_1x1.norm.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_3x3.conv.weight - torch.Size([128, 64, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.0.branch_3x3.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_3x3.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_1x1.conv.weight - torch.Size([128, 64, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.0.branch_1x1.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_1x1.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_3x3.conv.weight - torch.Size([128, 128, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.1.branch_3x3.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_3x3.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_1x1.conv.weight - torch.Size([128, 128, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.1.branch_1x1.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_1x1.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_3x3.conv.weight - torch.Size([128, 128, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.2.branch_3x3.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_3x3.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_1x1.conv.weight - torch.Size([128, 128, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.2.branch_1x1.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_1x1.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_3x3.conv.weight - torch.Size([128, 128, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.3.branch_3x3.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_3x3.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_1x1.conv.weight - torch.Size([128, 128, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.3.branch_1x1.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_1x1.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_3x3.conv.weight - torch.Size([256, 128, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.0.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_1x1.conv.weight - torch.Size([256, 128, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.0.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.1.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.1.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.2.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.2.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.3.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.3.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.4.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.4.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.5.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.5.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.6.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.6.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.7.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.7.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.8.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.8.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.9.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.9.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.10.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.10.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.11.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.11.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.12.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.12.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.13.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.13.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_3x3.conv.weight - torch.Size([1280, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_4.0.branch_3x3.norm.weight - torch.Size([1280]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_3x3.norm.bias - torch.Size([1280]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_1x1.conv.weight - torch.Size([1280, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_4.0.branch_1x1.norm.weight - torch.Size([1280]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_1x1.norm.bias - torch.Size([1280]): The value is the same before and after calling `init_weights` of ImageClassifier head.fc.weight - torch.Size([1000, 1280]): NormalInit: mean=0, std=0.01, bias=0 head.fc.bias - torch.Size([1000]): NormalInit: mean=0, std=0.01, bias=0 2022/11/28 11:24:00 - mmengine - INFO - Checkpoints will be saved to /mm_model/yuzhaohui/mmlab/repvgg/repvgg/A1. 2022/11/28 11:24:09 - mmengine - INFO - Epoch(train) [1][ 100/5005] lr: 1.0000e-01 eta: 13:34:50 time: 0.0634 data_time: 0.0009 memory: 1152 loss: 6.8659 2022/11/28 11:24:15 - mmengine - INFO - Epoch(train) [1][ 200/5005] lr: 1.0000e-01 eta: 12:15:50 time: 0.0622 data_time: 0.0009 memory: 1152 loss: 6.7470 2022/11/28 11:24:21 - mmengine - INFO - Epoch(train) [1][ 300/5005] lr: 1.0000e-01 eta: 11:38:54 time: 0.0621 data_time: 0.0008 memory: 1152 loss: 6.7308 2022/11/28 11:24:28 - mmengine - INFO - Epoch(train) [1][ 400/5005] lr: 1.0000e-01 eta: 11:19:38 time: 0.0620 data_time: 0.0008 memory: 1152 loss: 6.5812 2022/11/28 11:24:34 - mmengine - INFO - Epoch(train) [1][ 500/5005] lr: 1.0000e-01 eta: 11:08:00 time: 0.0621 data_time: 0.0007 memory: 1152 loss: 6.3585 2022/11/28 11:24:40 - mmengine - INFO - Epoch(train) [1][ 600/5005] lr: 1.0000e-01 eta: 11:00:33 time: 0.0619 data_time: 0.0007 memory: 1152 loss: 6.3811 2022/11/28 11:24:47 - mmengine - INFO - Epoch(train) [1][ 700/5005] lr: 1.0000e-01 eta: 11:00:04 time: 0.0622 data_time: 0.0007 memory: 1152 loss: 6.1436 2022/11/28 11:24:53 - mmengine - INFO - Epoch(train) [1][ 800/5005] lr: 1.0000e-01 eta: 10:58:57 time: 0.0621 data_time: 0.0007 memory: 1152 loss: 6.1640 2022/11/28 11:24:59 - mmengine - INFO - Epoch(train) [1][ 900/5005] lr: 9.9999e-02 eta: 10:54:36 time: 0.0619 data_time: 0.0007 memory: 1152 loss: 6.0961 2022/11/28 11:25:06 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:25:06 - mmengine - INFO - Epoch(train) [1][1000/5005] lr: 9.9999e-02 eta: 10:51:28 time: 0.0624 data_time: 0.0007 memory: 1152 loss: 6.0224 2022/11/28 11:25:12 - mmengine - INFO - Epoch(train) [1][1100/5005] lr: 9.9999e-02 eta: 10:48:46 time: 0.0625 data_time: 0.0007 memory: 1152 loss: 5.9508 2022/11/28 11:25:18 - mmengine - INFO - Epoch(train) [1][1200/5005] lr: 9.9999e-02 eta: 10:46:52 time: 0.0619 data_time: 0.0007 memory: 1152 loss: 5.9534 2022/11/28 11:25:24 - mmengine - INFO - Epoch(train) [1][1300/5005] lr: 9.9999e-02 eta: 10:45:28 time: 0.0641 data_time: 0.0006 memory: 1152 loss: 5.6348 2022/11/28 11:25:31 - mmengine - INFO - Epoch(train) [1][1400/5005] lr: 9.9999e-02 eta: 10:44:16 time: 0.0633 data_time: 0.0008 memory: 1152 loss: 5.5523 2022/11/28 11:25:37 - mmengine - INFO - Epoch(train) [1][1500/5005] lr: 9.9998e-02 eta: 10:43:11 time: 0.0631 data_time: 0.0007 memory: 1152 loss: 5.5410 2022/11/28 11:25:43 - mmengine - INFO - Epoch(train) [1][1600/5005] lr: 9.9998e-02 eta: 10:42:33 time: 0.0655 data_time: 0.0007 memory: 1152 loss: 5.4136 2022/11/28 11:25:50 - mmengine - INFO - Epoch(train) [1][1700/5005] lr: 9.9998e-02 eta: 10:43:25 time: 0.0628 data_time: 0.0008 memory: 1152 loss: 5.4281 2022/11/28 11:25:56 - mmengine - INFO - Epoch(train) [1][1800/5005] lr: 9.9998e-02 eta: 10:43:00 time: 0.0621 data_time: 0.0008 memory: 1152 loss: 5.2799 2022/11/28 11:26:03 - mmengine - INFO - Epoch(train) [1][1900/5005] lr: 9.9998e-02 eta: 10:41:53 time: 0.0633 data_time: 0.0007 memory: 1152 loss: 5.4496 2022/11/28 11:26:09 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:26:09 - mmengine - INFO - Epoch(train) [1][2000/5005] lr: 9.9997e-02 eta: 10:41:15 time: 0.0629 data_time: 0.0007 memory: 1152 loss: 5.4390 2022/11/28 11:26:15 - mmengine - INFO - Epoch(train) [1][2100/5005] lr: 9.9997e-02 eta: 10:40:18 time: 0.0625 data_time: 0.0007 memory: 1152 loss: 5.2811 2022/11/28 11:26:21 - mmengine - INFO - Epoch(train) [1][2200/5005] lr: 9.9997e-02 eta: 10:39:23 time: 0.0621 data_time: 0.0007 memory: 1152 loss: 5.2870 2022/11/28 11:26:28 - mmengine - INFO - Epoch(train) [1][2300/5005] lr: 9.9996e-02 eta: 10:39:55 time: 0.0625 data_time: 0.0009 memory: 1152 loss: 5.0697 2022/11/28 11:26:34 - mmengine - INFO - Epoch(train) [1][2400/5005] lr: 9.9996e-02 eta: 10:39:11 time: 0.0620 data_time: 0.0007 memory: 1152 loss: 5.1533 2022/11/28 11:26:41 - mmengine - INFO - Epoch(train) [1][2500/5005] lr: 9.9996e-02 eta: 10:38:46 time: 0.0714 data_time: 0.0007 memory: 1152 loss: 5.0693 2022/11/28 11:26:47 - mmengine - INFO - Epoch(train) [1][2600/5005] lr: 9.9995e-02 eta: 10:38:24 time: 0.0636 data_time: 0.0007 memory: 1152 loss: 4.8586 2022/11/28 11:26:54 - mmengine - INFO - Epoch(train) [1][2700/5005] lr: 9.9995e-02 eta: 10:38:58 time: 0.0625 data_time: 0.0010 memory: 1152 loss: 5.1515 2022/11/28 11:27:00 - mmengine - INFO - Epoch(train) [1][2800/5005] lr: 9.9995e-02 eta: 10:38:57 time: 0.0624 data_time: 0.0007 memory: 1152 loss: 5.0628 2022/11/28 11:27:06 - mmengine - INFO - Epoch(train) [1][2900/5005] lr: 9.9994e-02 eta: 10:38:22 time: 0.0622 data_time: 0.0007 memory: 1152 loss: 4.9914 2022/11/28 11:27:13 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:27:13 - mmengine - INFO - Epoch(train) [1][3000/5005] lr: 9.9994e-02 eta: 10:38:13 time: 0.0623 data_time: 0.0007 memory: 1152 loss: 4.8387 2022/11/28 11:27:19 - mmengine - INFO - Epoch(train) [1][3100/5005] lr: 9.9993e-02 eta: 10:37:40 time: 0.0636 data_time: 0.0007 memory: 1152 loss: 4.8553 2022/11/28 11:27:25 - mmengine - INFO - Epoch(train) [1][3200/5005] lr: 9.9993e-02 eta: 10:37:16 time: 0.0624 data_time: 0.0007 memory: 1152 loss: 4.7702 2022/11/28 11:27:32 - mmengine - INFO - Epoch(train) [1][3300/5005] lr: 9.9993e-02 eta: 10:36:59 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 4.8338 2022/11/28 11:27:38 - mmengine - INFO - Epoch(train) [1][3400/5005] lr: 9.9992e-02 eta: 10:36:29 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 4.8898 2022/11/28 11:27:44 - mmengine - INFO - Epoch(train) [1][3500/5005] lr: 9.9992e-02 eta: 10:36:15 time: 0.0634 data_time: 0.0007 memory: 1152 loss: 4.7461 2022/11/28 11:27:51 - mmengine - INFO - Epoch(train) [1][3600/5005] lr: 9.9991e-02 eta: 10:36:15 time: 0.0624 data_time: 0.0008 memory: 1152 loss: 4.6069 2022/11/28 11:27:57 - mmengine - INFO - Epoch(train) [1][3700/5005] lr: 9.9991e-02 eta: 10:36:30 time: 0.0691 data_time: 0.0007 memory: 1152 loss: 4.7421 2022/11/28 11:28:04 - mmengine - INFO - Epoch(train) [1][3800/5005] lr: 9.9990e-02 eta: 10:36:24 time: 0.0631 data_time: 0.0007 memory: 1152 loss: 4.6478 2022/11/28 11:28:10 - mmengine - INFO - Epoch(train) [1][3900/5005] lr: 9.9990e-02 eta: 10:36:11 time: 0.0630 data_time: 0.0009 memory: 1152 loss: 4.7070 2022/11/28 11:28:16 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:28:16 - mmengine - INFO - Epoch(train) [1][4000/5005] lr: 9.9989e-02 eta: 10:35:48 time: 0.0629 data_time: 0.0007 memory: 1152 loss: 4.4963 2022/11/28 11:28:23 - mmengine - INFO - Epoch(train) [1][4100/5005] lr: 9.9989e-02 eta: 10:35:25 time: 0.0625 data_time: 0.0007 memory: 1152 loss: 4.5966 2022/11/28 11:28:29 - mmengine - INFO - Epoch(train) [1][4200/5005] lr: 9.9988e-02 eta: 10:35:03 time: 0.0637 data_time: 0.0007 memory: 1152 loss: 4.5455 2022/11/28 11:28:35 - mmengine - INFO - Epoch(train) [1][4300/5005] lr: 9.9987e-02 eta: 10:34:41 time: 0.0626 data_time: 0.0007 memory: 1152 loss: 4.3283 2022/11/28 11:28:41 - mmengine - INFO - Epoch(train) [1][4400/5005] lr: 9.9987e-02 eta: 10:34:16 time: 0.0625 data_time: 0.0007 memory: 1152 loss: 4.2445 2022/11/28 11:28:48 - mmengine - INFO - Epoch(train) [1][4500/5005] lr: 9.9986e-02 eta: 10:34:05 time: 0.0623 data_time: 0.0010 memory: 1152 loss: 4.4663 2022/11/28 11:28:54 - mmengine - INFO - Epoch(train) [1][4600/5005] lr: 9.9986e-02 eta: 10:34:18 time: 0.0634 data_time: 0.0008 memory: 1152 loss: 4.3778 2022/11/28 11:29:01 - mmengine - INFO - Epoch(train) [1][4700/5005] lr: 9.9985e-02 eta: 10:34:17 time: 0.0630 data_time: 0.0008 memory: 1152 loss: 4.1598 2022/11/28 11:29:07 - mmengine - INFO - Epoch(train) [1][4800/5005] lr: 9.9984e-02 eta: 10:33:55 time: 0.0624 data_time: 0.0007 memory: 1152 loss: 4.1906 2022/11/28 11:29:13 - mmengine - INFO - Epoch(train) [1][4900/5005] lr: 9.9984e-02 eta: 10:33:55 time: 0.0627 data_time: 0.0007 memory: 1152 loss: 4.2542 2022/11/28 11:29:20 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:29:20 - mmengine - INFO - Epoch(train) [1][5000/5005] lr: 9.9983e-02 eta: 10:33:35 time: 0.0640 data_time: 0.0021 memory: 1152 loss: 4.1901 2022/11/28 11:29:20 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:29:20 - mmengine - INFO - Saving checkpoint at 1 epochs 2022/11/28 11:29:25 - mmengine - INFO - Epoch(val) [1][100/196] eta: 0:00:04 time: 0.0360 data_time: 0.0259 memory: 1152 2022/11/28 11:29:38 - mmengine - INFO - Epoch(val) [1][196/196] accuracy/top1: 19.5860 accuracy/top5: 42.1240 2022/11/28 11:29:45 - mmengine - INFO - Epoch(train) [2][ 100/5005] lr: 9.9982e-02 eta: 10:33:48 time: 0.0631 data_time: 0.0007 memory: 1152 loss: 4.0320 2022/11/28 11:29:51 - mmengine - INFO - Epoch(train) [2][ 200/5005] lr: 9.9981e-02 eta: 10:33:37 time: 0.0621 data_time: 0.0007 memory: 1152 loss: 3.9422 2022/11/28 11:29:58 - mmengine - INFO - Epoch(train) [2][ 300/5005] lr: 9.9981e-02 eta: 10:33:23 time: 0.0627 data_time: 0.0007 memory: 1152 loss: 4.3588 2022/11/28 11:30:04 - mmengine - INFO - Epoch(train) [2][ 400/5005] lr: 9.9980e-02 eta: 10:33:12 time: 0.0630 data_time: 0.0008 memory: 1152 loss: 4.0698 2022/11/28 11:30:10 - mmengine - INFO - Epoch(train) [2][ 500/5005] lr: 9.9979e-02 eta: 10:32:55 time: 0.0626 data_time: 0.0007 memory: 1152 loss: 4.0733 2022/11/28 11:30:17 - mmengine - INFO - Epoch(train) [2][ 600/5005] lr: 9.9979e-02 eta: 10:32:39 time: 0.0639 data_time: 0.0007 memory: 1152 loss: 4.0469 2022/11/28 11:30:23 - mmengine - INFO - Epoch(train) [2][ 700/5005] lr: 9.9978e-02 eta: 10:32:19 time: 0.0629 data_time: 0.0008 memory: 1152 loss: 4.1728 2022/11/28 11:30:29 - mmengine - INFO - Epoch(train) [2][ 800/5005] lr: 9.9977e-02 eta: 10:32:01 time: 0.0624 data_time: 0.0008 memory: 1152 loss: 4.3478 2022/11/28 11:30:35 - mmengine - INFO - Epoch(train) [2][ 900/5005] lr: 9.9976e-02 eta: 10:31:48 time: 0.0628 data_time: 0.0009 memory: 1152 loss: 4.1902 2022/11/28 11:30:42 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:30:42 - mmengine - INFO - Epoch(train) [2][1000/5005] lr: 9.9975e-02 eta: 10:31:48 time: 0.0622 data_time: 0.0008 memory: 1152 loss: 4.0396 2022/11/28 11:30:48 - mmengine - INFO - Epoch(train) [2][1100/5005] lr: 9.9975e-02 eta: 10:31:47 time: 0.0684 data_time: 0.0009 memory: 1152 loss: 4.0369 2022/11/28 11:30:55 - mmengine - INFO - Epoch(train) [2][1200/5005] lr: 9.9974e-02 eta: 10:32:01 time: 0.0628 data_time: 0.0010 memory: 1152 loss: 4.0672 2022/11/28 11:31:01 - mmengine - INFO - Epoch(train) [2][1300/5005] lr: 9.9973e-02 eta: 10:31:58 time: 0.0698 data_time: 0.0009 memory: 1152 loss: 4.0365 2022/11/28 11:31:08 - mmengine - INFO - Epoch(train) [2][1400/5005] lr: 9.9972e-02 eta: 10:31:47 time: 0.0621 data_time: 0.0007 memory: 1152 loss: 3.8904 2022/11/28 11:31:14 - mmengine - INFO - Epoch(train) [2][1500/5005] lr: 9.9971e-02 eta: 10:31:30 time: 0.0627 data_time: 0.0009 memory: 1152 loss: 3.9448 2022/11/28 11:31:20 - mmengine - INFO - Epoch(train) [2][1600/5005] lr: 9.9970e-02 eta: 10:31:13 time: 0.0625 data_time: 0.0007 memory: 1152 loss: 3.9040 2022/11/28 11:31:27 - mmengine - INFO - Epoch(train) [2][1700/5005] lr: 9.9969e-02 eta: 10:31:07 time: 0.0656 data_time: 0.0008 memory: 1152 loss: 3.9494 2022/11/28 11:31:33 - mmengine - INFO - Epoch(train) [2][1800/5005] lr: 9.9968e-02 eta: 10:30:51 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 3.9631 2022/11/28 11:31:39 - mmengine - INFO - Epoch(train) [2][1900/5005] lr: 9.9967e-02 eta: 10:30:36 time: 0.0635 data_time: 0.0007 memory: 1152 loss: 4.1265 2022/11/28 11:31:45 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:31:46 - mmengine - INFO - Epoch(train) [2][2000/5005] lr: 9.9966e-02 eta: 10:30:41 time: 0.0623 data_time: 0.0008 memory: 1152 loss: 3.9401 2022/11/28 11:31:52 - mmengine - INFO - Epoch(train) [2][2100/5005] lr: 9.9965e-02 eta: 10:30:26 time: 0.0629 data_time: 0.0007 memory: 1152 loss: 3.8675 2022/11/28 11:31:58 - mmengine - INFO - Epoch(train) [2][2200/5005] lr: 9.9965e-02 eta: 10:30:24 time: 0.0633 data_time: 0.0009 memory: 1152 loss: 3.7900 2022/11/28 11:32:05 - mmengine - INFO - Epoch(train) [2][2300/5005] lr: 9.9964e-02 eta: 10:30:09 time: 0.0637 data_time: 0.0008 memory: 1152 loss: 3.7459 2022/11/28 11:32:11 - mmengine - INFO - Epoch(train) [2][2400/5005] lr: 9.9963e-02 eta: 10:30:11 time: 0.0627 data_time: 0.0007 memory: 1152 loss: 3.6434 2022/11/28 11:32:17 - mmengine - INFO - Epoch(train) [2][2500/5005] lr: 9.9961e-02 eta: 10:30:02 time: 0.0624 data_time: 0.0007 memory: 1152 loss: 3.6207 2022/11/28 11:32:24 - mmengine - INFO - Epoch(train) [2][2600/5005] lr: 9.9960e-02 eta: 10:29:57 time: 0.0627 data_time: 0.0007 memory: 1152 loss: 3.9718 2022/11/28 11:32:30 - mmengine - INFO - Epoch(train) [2][2700/5005] lr: 9.9959e-02 eta: 10:29:54 time: 0.0736 data_time: 0.0009 memory: 1152 loss: 3.6570 2022/11/28 11:32:36 - mmengine - INFO - Epoch(train) [2][2800/5005] lr: 9.9958e-02 eta: 10:29:41 time: 0.0628 data_time: 0.0008 memory: 1152 loss: 3.6982 2022/11/28 11:32:43 - mmengine - INFO - Epoch(train) [2][2900/5005] lr: 9.9957e-02 eta: 10:29:33 time: 0.0630 data_time: 0.0008 memory: 1152 loss: 3.6861 2022/11/28 11:32:49 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:32:49 - mmengine - INFO - Epoch(train) [2][3000/5005] lr: 9.9956e-02 eta: 10:29:35 time: 0.0625 data_time: 0.0008 memory: 1152 loss: 3.7647 2022/11/28 11:32:56 - mmengine - INFO - Epoch(train) [2][3100/5005] lr: 9.9955e-02 eta: 10:29:29 time: 0.0623 data_time: 0.0007 memory: 1152 loss: 3.5691 2022/11/28 11:33:02 - mmengine - INFO - Epoch(train) [2][3200/5005] lr: 9.9954e-02 eta: 10:29:23 time: 0.0633 data_time: 0.0007 memory: 1152 loss: 3.8374 2022/11/28 11:33:09 - mmengine - INFO - Epoch(train) [2][3300/5005] lr: 9.9953e-02 eta: 10:29:21 time: 0.0630 data_time: 0.0008 memory: 1152 loss: 3.6485 2022/11/28 11:33:15 - mmengine - INFO - Epoch(train) [2][3400/5005] lr: 9.9952e-02 eta: 10:29:15 time: 0.0628 data_time: 0.0007 memory: 1152 loss: 3.7245 2022/11/28 11:33:21 - mmengine - INFO - Epoch(train) [2][3500/5005] lr: 9.9951e-02 eta: 10:29:01 time: 0.0625 data_time: 0.0008 memory: 1152 loss: 3.6446 2022/11/28 11:33:27 - mmengine - INFO - Epoch(train) [2][3600/5005] lr: 9.9949e-02 eta: 10:28:47 time: 0.0625 data_time: 0.0008 memory: 1152 loss: 3.2855 2022/11/28 11:33:34 - mmengine - INFO - Epoch(train) [2][3700/5005] lr: 9.9948e-02 eta: 10:28:34 time: 0.0629 data_time: 0.0007 memory: 1152 loss: 3.6130 2022/11/28 11:33:40 - mmengine - INFO - Epoch(train) [2][3800/5005] lr: 9.9947e-02 eta: 10:28:25 time: 0.0634 data_time: 0.0007 memory: 1152 loss: 3.6860 2022/11/28 11:33:46 - mmengine - INFO - Epoch(train) [2][3900/5005] lr: 9.9946e-02 eta: 10:28:16 time: 0.0626 data_time: 0.0007 memory: 1152 loss: 3.6527 2022/11/28 11:33:53 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:33:53 - mmengine - INFO - Epoch(train) [2][4000/5005] lr: 9.9945e-02 eta: 10:28:19 time: 0.0629 data_time: 0.0008 memory: 1152 loss: 3.5167 2022/11/28 11:33:59 - mmengine - INFO - Epoch(train) [2][4100/5005] lr: 9.9943e-02 eta: 10:28:13 time: 0.0631 data_time: 0.0008 memory: 1152 loss: 3.7423 2022/11/28 11:34:06 - mmengine - INFO - Epoch(train) [2][4200/5005] lr: 9.9942e-02 eta: 10:28:03 time: 0.0625 data_time: 0.0010 memory: 1152 loss: 3.6326 2022/11/28 11:34:12 - mmengine - INFO - Epoch(train) [2][4300/5005] lr: 9.9941e-02 eta: 10:28:04 time: 0.0646 data_time: 0.0009 memory: 1152 loss: 3.5880 2022/11/28 11:34:19 - mmengine - INFO - Epoch(train) [2][4400/5005] lr: 9.9940e-02 eta: 10:27:58 time: 0.0642 data_time: 0.0009 memory: 1152 loss: 3.5709 2022/11/28 11:34:25 - mmengine - INFO - Epoch(train) [2][4500/5005] lr: 9.9938e-02 eta: 10:27:50 time: 0.0632 data_time: 0.0007 memory: 1152 loss: 3.7299 2022/11/28 11:34:31 - mmengine - INFO - Epoch(train) [2][4600/5005] lr: 9.9937e-02 eta: 10:27:42 time: 0.0626 data_time: 0.0007 memory: 1152 loss: 3.4332 2022/11/28 11:34:38 - mmengine - INFO - Epoch(train) [2][4700/5005] lr: 9.9936e-02 eta: 10:27:32 time: 0.0628 data_time: 0.0007 memory: 1152 loss: 3.5415 2022/11/28 11:34:44 - mmengine - INFO - Epoch(train) [2][4800/5005] lr: 9.9934e-02 eta: 10:27:25 time: 0.0623 data_time: 0.0008 memory: 1152 loss: 3.6091 2022/11/28 11:34:50 - mmengine - INFO - Epoch(train) [2][4900/5005] lr: 9.9933e-02 eta: 10:27:19 time: 0.0652 data_time: 0.0008 memory: 1152 loss: 3.6133 2022/11/28 11:34:56 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:34:57 - mmengine - INFO - Epoch(train) [2][5000/5005] lr: 9.9932e-02 eta: 10:27:13 time: 0.0633 data_time: 0.0019 memory: 1152 loss: 3.6165 2022/11/28 11:34:57 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:34:57 - mmengine - INFO - Saving checkpoint at 2 epochs 2022/11/28 11:35:02 - mmengine - INFO - Epoch(val) [2][100/196] eta: 0:00:03 time: 0.0413 data_time: 0.0307 memory: 1152 2022/11/28 11:35:15 - mmengine - INFO - Epoch(val) [2][196/196] accuracy/top1: 30.6580 accuracy/top5: 56.2040 2022/11/28 11:35:22 - mmengine - INFO - Epoch(train) [3][ 100/5005] lr: 9.9930e-02 eta: 10:27:14 time: 0.0637 data_time: 0.0007 memory: 1152 loss: 3.3139 2022/11/28 11:35:28 - mmengine - INFO - Epoch(train) [3][ 200/5005] lr: 9.9929e-02 eta: 10:27:05 time: 0.0625 data_time: 0.0007 memory: 1152 loss: 3.5896 2022/11/28 11:35:34 - mmengine - INFO - Epoch(train) [3][ 300/5005] lr: 9.9927e-02 eta: 10:26:59 time: 0.0631 data_time: 0.0007 memory: 1152 loss: 3.6353 2022/11/28 11:35:41 - mmengine - INFO - Epoch(train) [3][ 400/5005] lr: 9.9926e-02 eta: 10:26:54 time: 0.0634 data_time: 0.0007 memory: 1152 loss: 3.3539 2022/11/28 11:35:47 - mmengine - INFO - Epoch(train) [3][ 500/5005] lr: 9.9924e-02 eta: 10:26:42 time: 0.0633 data_time: 0.0007 memory: 1152 loss: 3.4963 2022/11/28 11:35:53 - mmengine - INFO - Epoch(train) [3][ 600/5005] lr: 9.9923e-02 eta: 10:26:35 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 3.3914 2022/11/28 11:36:00 - mmengine - INFO - Epoch(train) [3][ 700/5005] lr: 9.9922e-02 eta: 10:26:23 time: 0.0628 data_time: 0.0009 memory: 1152 loss: 3.3486 2022/11/28 11:36:06 - mmengine - INFO - Epoch(train) [3][ 800/5005] lr: 9.9920e-02 eta: 10:26:14 time: 0.0624 data_time: 0.0007 memory: 1152 loss: 3.3855 2022/11/28 11:36:12 - mmengine - INFO - Epoch(train) [3][ 900/5005] lr: 9.9919e-02 eta: 10:26:07 time: 0.0630 data_time: 0.0008 memory: 1152 loss: 3.3412 2022/11/28 11:36:18 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:36:19 - mmengine - INFO - Epoch(train) [3][1000/5005] lr: 9.9917e-02 eta: 10:25:55 time: 0.0626 data_time: 0.0008 memory: 1152 loss: 3.3886 2022/11/28 11:36:25 - mmengine - INFO - Epoch(train) [3][1100/5005] lr: 9.9916e-02 eta: 10:25:52 time: 0.0625 data_time: 0.0007 memory: 1152 loss: 3.5579 2022/11/28 11:36:31 - mmengine - INFO - Epoch(train) [3][1200/5005] lr: 9.9914e-02 eta: 10:25:47 time: 0.0624 data_time: 0.0007 memory: 1152 loss: 3.5565 2022/11/28 11:36:38 - mmengine - INFO - Epoch(train) [3][1300/5005] lr: 9.9913e-02 eta: 10:25:42 time: 0.0622 data_time: 0.0007 memory: 1152 loss: 3.5975 2022/11/28 11:36:44 - mmengine - INFO - Epoch(train) [3][1400/5005] lr: 9.9911e-02 eta: 10:25:30 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 3.4463 2022/11/28 11:36:50 - mmengine - INFO - Epoch(train) [3][1500/5005] lr: 9.9909e-02 eta: 10:25:21 time: 0.0626 data_time: 0.0008 memory: 1152 loss: 3.2891 2022/11/28 11:36:57 - mmengine - INFO - Epoch(train) [3][1600/5005] lr: 9.9908e-02 eta: 10:25:14 time: 0.0628 data_time: 0.0008 memory: 1152 loss: 3.5636 2022/11/28 11:37:03 - mmengine - INFO - Epoch(train) [3][1700/5005] lr: 9.9906e-02 eta: 10:25:03 time: 0.0627 data_time: 0.0007 memory: 1152 loss: 3.4064 2022/11/28 11:37:09 - mmengine - INFO - Epoch(train) [3][1800/5005] lr: 9.9905e-02 eta: 10:24:58 time: 0.0630 data_time: 0.0007 memory: 1152 loss: 3.3909 2022/11/28 11:37:16 - mmengine - INFO - Epoch(train) [3][1900/5005] lr: 9.9903e-02 eta: 10:24:50 time: 0.0626 data_time: 0.0008 memory: 1152 loss: 3.5997 2022/11/28 11:37:21 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:37:22 - mmengine - INFO - Epoch(train) [3][2000/5005] lr: 9.9901e-02 eta: 10:24:43 time: 0.0629 data_time: 0.0008 memory: 1152 loss: 3.5914 2022/11/28 11:37:28 - mmengine - INFO - Epoch(train) [3][2100/5005] lr: 9.9900e-02 eta: 10:24:35 time: 0.0630 data_time: 0.0009 memory: 1152 loss: 3.3377 2022/11/28 11:37:35 - mmengine - INFO - Epoch(train) [3][2200/5005] lr: 9.9898e-02 eta: 10:24:35 time: 0.0625 data_time: 0.0008 memory: 1152 loss: 3.5728 2022/11/28 11:37:41 - mmengine - INFO - Epoch(train) [3][2300/5005] lr: 9.9896e-02 eta: 10:24:29 time: 0.0712 data_time: 0.0008 memory: 1152 loss: 3.2392 2022/11/28 11:37:48 - mmengine - INFO - Epoch(train) [3][2400/5005] lr: 9.9895e-02 eta: 10:24:18 time: 0.0623 data_time: 0.0008 memory: 1152 loss: 3.3349 2022/11/28 11:37:54 - mmengine - INFO - Epoch(train) [3][2500/5005] lr: 9.9893e-02 eta: 10:24:22 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 3.1372 2022/11/28 11:38:01 - mmengine - INFO - Epoch(train) [3][2600/5005] lr: 9.9891e-02 eta: 10:24:15 time: 0.0640 data_time: 0.0008 memory: 1152 loss: 3.5151 2022/11/28 11:38:07 - mmengine - INFO - Epoch(train) [3][2700/5005] lr: 9.9890e-02 eta: 10:24:04 time: 0.0634 data_time: 0.0009 memory: 1152 loss: 3.4446 2022/11/28 11:38:13 - mmengine - INFO - Epoch(train) [3][2800/5005] lr: 9.9888e-02 eta: 10:23:58 time: 0.0633 data_time: 0.0008 memory: 1152 loss: 3.3483 2022/11/28 11:38:20 - mmengine - INFO - Epoch(train) [3][2900/5005] lr: 9.9886e-02 eta: 10:23:51 time: 0.0633 data_time: 0.0008 memory: 1152 loss: 3.0829 2022/11/28 11:38:25 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:38:26 - mmengine - INFO - Epoch(train) [3][3000/5005] lr: 9.9884e-02 eta: 10:23:45 time: 0.0624 data_time: 0.0009 memory: 1152 loss: 3.3876 2022/11/28 11:38:32 - mmengine - INFO - Epoch(train) [3][3100/5005] lr: 9.9882e-02 eta: 10:23:38 time: 0.0698 data_time: 0.0007 memory: 1152 loss: 3.4563 2022/11/28 11:38:39 - mmengine - INFO - Epoch(train) [3][3200/5005] lr: 9.9881e-02 eta: 10:23:31 time: 0.0624 data_time: 0.0009 memory: 1152 loss: 3.3777 2022/11/28 11:38:45 - mmengine - INFO - Epoch(train) [3][3300/5005] lr: 9.9879e-02 eta: 10:23:24 time: 0.0625 data_time: 0.0008 memory: 1152 loss: 3.3591 2022/11/28 11:38:51 - mmengine - INFO - Epoch(train) [3][3400/5005] lr: 9.9877e-02 eta: 10:23:16 time: 0.0622 data_time: 0.0008 memory: 1152 loss: 3.2415 2022/11/28 11:38:58 - mmengine - INFO - Epoch(train) [3][3500/5005] lr: 9.9875e-02 eta: 10:23:10 time: 0.0628 data_time: 0.0008 memory: 1152 loss: 3.0410 2022/11/28 11:39:04 - mmengine - INFO - Epoch(train) [3][3600/5005] lr: 9.9873e-02 eta: 10:23:03 time: 0.0691 data_time: 0.0008 memory: 1152 loss: 3.2372 2022/11/28 11:39:11 - mmengine - INFO - Epoch(train) [3][3700/5005] lr: 9.9872e-02 eta: 10:22:57 time: 0.0630 data_time: 0.0008 memory: 1152 loss: 3.3124 2022/11/28 11:39:17 - mmengine - INFO - Epoch(train) [3][3800/5005] lr: 9.9870e-02 eta: 10:22:54 time: 0.0649 data_time: 0.0008 memory: 1152 loss: 3.1345 2022/11/28 11:39:23 - mmengine - INFO - Epoch(train) [3][3900/5005] lr: 9.9868e-02 eta: 10:22:47 time: 0.0629 data_time: 0.0011 memory: 1152 loss: 3.0383 2022/11/28 11:39:29 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:39:30 - mmengine - INFO - Epoch(train) [3][4000/5005] lr: 9.9866e-02 eta: 10:22:40 time: 0.0624 data_time: 0.0008 memory: 1152 loss: 3.2691 2022/11/28 11:39:36 - mmengine - INFO - Epoch(train) [3][4100/5005] lr: 9.9864e-02 eta: 10:22:38 time: 0.0628 data_time: 0.0008 memory: 1152 loss: 3.3551 2022/11/28 11:39:43 - mmengine - INFO - Epoch(train) [3][4200/5005] lr: 9.9862e-02 eta: 10:22:33 time: 0.0625 data_time: 0.0007 memory: 1152 loss: 3.2724 2022/11/28 11:39:49 - mmengine - INFO - Epoch(train) [3][4300/5005] lr: 9.9860e-02 eta: 10:22:26 time: 0.0682 data_time: 0.0066 memory: 1152 loss: 3.2316 2022/11/28 11:39:55 - mmengine - INFO - Epoch(train) [3][4400/5005] lr: 9.9858e-02 eta: 10:22:16 time: 0.0627 data_time: 0.0009 memory: 1152 loss: 3.1214 2022/11/28 11:40:02 - mmengine - INFO - Epoch(train) [3][4500/5005] lr: 9.9856e-02 eta: 10:22:12 time: 0.0642 data_time: 0.0009 memory: 1152 loss: 3.2824 2022/11/28 11:40:08 - mmengine - INFO - Epoch(train) [3][4600/5005] lr: 9.9854e-02 eta: 10:22:03 time: 0.0635 data_time: 0.0010 memory: 1152 loss: 3.1825 2022/11/28 11:40:14 - mmengine - INFO - Epoch(train) [3][4700/5005] lr: 9.9852e-02 eta: 10:21:56 time: 0.0639 data_time: 0.0009 memory: 1152 loss: 3.4344 2022/11/28 11:40:21 - mmengine - INFO - Epoch(train) [3][4800/5005] lr: 9.9850e-02 eta: 10:21:51 time: 0.0621 data_time: 0.0008 memory: 1152 loss: 3.0236 2022/11/28 11:40:27 - mmengine - INFO - Epoch(train) [3][4900/5005] lr: 9.9848e-02 eta: 10:21:45 time: 0.0633 data_time: 0.0008 memory: 1152 loss: 3.2997 2022/11/28 11:40:33 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:40:34 - mmengine - INFO - Epoch(train) [3][5000/5005] lr: 9.9846e-02 eta: 10:21:39 time: 0.0636 data_time: 0.0019 memory: 1152 loss: 3.1599 2022/11/28 11:40:34 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:40:34 - mmengine - INFO - Saving checkpoint at 3 epochs 2022/11/28 11:40:39 - mmengine - INFO - Epoch(val) [3][100/196] eta: 0:00:03 time: 0.0370 data_time: 0.0259 memory: 1152 2022/11/28 11:40:52 - mmengine - INFO - Epoch(val) [3][196/196] accuracy/top1: 38.4600 accuracy/top5: 65.5200 2022/11/28 11:40:58 - mmengine - INFO - Epoch(train) [4][ 100/5005] lr: 9.9844e-02 eta: 10:21:40 time: 0.0633 data_time: 0.0008 memory: 1152 loss: 3.1023 2022/11/28 11:41:05 - mmengine - INFO - Epoch(train) [4][ 200/5005] lr: 9.9842e-02 eta: 10:21:30 time: 0.0629 data_time: 0.0010 memory: 1152 loss: 3.1601 2022/11/28 11:41:11 - mmengine - INFO - Epoch(train) [4][ 300/5005] lr: 9.9840e-02 eta: 10:21:25 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 3.2475 2022/11/28 11:41:18 - mmengine - INFO - Epoch(train) [4][ 400/5005] lr: 9.9838e-02 eta: 10:21:22 time: 0.0624 data_time: 0.0007 memory: 1152 loss: 3.2427 2022/11/28 11:41:24 - mmengine - INFO - Epoch(train) [4][ 500/5005] lr: 9.9835e-02 eta: 10:21:13 time: 0.0628 data_time: 0.0008 memory: 1152 loss: 3.0482 2022/11/28 11:41:30 - mmengine - INFO - Epoch(train) [4][ 600/5005] lr: 9.9833e-02 eta: 10:21:07 time: 0.0623 data_time: 0.0010 memory: 1152 loss: 3.0174 2022/11/28 11:41:37 - mmengine - INFO - Epoch(train) [4][ 700/5005] lr: 9.9831e-02 eta: 10:21:05 time: 0.0726 data_time: 0.0008 memory: 1152 loss: 3.0768 2022/11/28 11:41:43 - mmengine - INFO - Epoch(train) [4][ 800/5005] lr: 9.9829e-02 eta: 10:21:00 time: 0.0627 data_time: 0.0011 memory: 1152 loss: 3.1189 2022/11/28 11:41:50 - mmengine - INFO - Epoch(train) [4][ 900/5005] lr: 9.9827e-02 eta: 10:20:52 time: 0.0631 data_time: 0.0008 memory: 1152 loss: 3.2420 2022/11/28 11:41:55 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:41:56 - mmengine - INFO - Epoch(train) [4][1000/5005] lr: 9.9825e-02 eta: 10:20:43 time: 0.0637 data_time: 0.0009 memory: 1152 loss: 3.2217 2022/11/28 11:42:02 - mmengine - INFO - Epoch(train) [4][1100/5005] lr: 9.9822e-02 eta: 10:20:37 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 3.1300 2022/11/28 11:42:09 - mmengine - INFO - Epoch(train) [4][1200/5005] lr: 9.9820e-02 eta: 10:20:27 time: 0.0631 data_time: 0.0008 memory: 1152 loss: 3.0587 2022/11/28 11:42:15 - mmengine - INFO - Epoch(train) [4][1300/5005] lr: 9.9818e-02 eta: 10:20:22 time: 0.0626 data_time: 0.0008 memory: 1152 loss: 2.9144 2022/11/28 11:42:21 - mmengine - INFO - Epoch(train) [4][1400/5005] lr: 9.9816e-02 eta: 10:20:18 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 3.0512 2022/11/28 11:42:28 - mmengine - INFO - Epoch(train) [4][1500/5005] lr: 9.9814e-02 eta: 10:20:09 time: 0.0622 data_time: 0.0008 memory: 1152 loss: 3.1362 2022/11/28 11:42:34 - mmengine - INFO - Epoch(train) [4][1600/5005] lr: 9.9811e-02 eta: 10:20:02 time: 0.0639 data_time: 0.0010 memory: 1152 loss: 3.0966 2022/11/28 11:42:40 - mmengine - INFO - Epoch(train) [4][1700/5005] lr: 9.9809e-02 eta: 10:19:56 time: 0.0633 data_time: 0.0008 memory: 1152 loss: 2.9382 2022/11/28 11:42:47 - mmengine - INFO - Epoch(train) [4][1800/5005] lr: 9.9807e-02 eta: 10:19:49 time: 0.0626 data_time: 0.0008 memory: 1152 loss: 3.0139 2022/11/28 11:42:53 - mmengine - INFO - Epoch(train) [4][1900/5005] lr: 9.9804e-02 eta: 10:19:40 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 3.1233 2022/11/28 11:42:58 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:42:59 - mmengine - INFO - Epoch(train) [4][2000/5005] lr: 9.9802e-02 eta: 10:19:31 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 3.1161 2022/11/28 11:43:06 - mmengine - INFO - Epoch(train) [4][2100/5005] lr: 9.9800e-02 eta: 10:19:25 time: 0.0721 data_time: 0.0008 memory: 1152 loss: 3.2269 2022/11/28 11:43:12 - mmengine - INFO - Epoch(train) [4][2200/5005] lr: 9.9797e-02 eta: 10:19:19 time: 0.0634 data_time: 0.0008 memory: 1152 loss: 3.0349 2022/11/28 11:43:18 - mmengine - INFO - Epoch(train) [4][2300/5005] lr: 9.9795e-02 eta: 10:19:09 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 3.0022 2022/11/28 11:43:25 - mmengine - INFO - Epoch(train) [4][2400/5005] lr: 9.9793e-02 eta: 10:19:08 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 3.2718 2022/11/28 11:43:31 - mmengine - INFO - Epoch(train) [4][2500/5005] lr: 9.9790e-02 eta: 10:19:01 time: 0.0628 data_time: 0.0008 memory: 1152 loss: 3.1873 2022/11/28 11:43:38 - mmengine - INFO - Epoch(train) [4][2600/5005] lr: 9.9788e-02 eta: 10:18:54 time: 0.0624 data_time: 0.0008 memory: 1152 loss: 3.0082 2022/11/28 11:43:44 - mmengine - INFO - Epoch(train) [4][2700/5005] lr: 9.9786e-02 eta: 10:18:47 time: 0.0630 data_time: 0.0008 memory: 1152 loss: 2.9278 2022/11/28 11:43:50 - mmengine - INFO - Epoch(train) [4][2800/5005] lr: 9.9783e-02 eta: 10:18:38 time: 0.0626 data_time: 0.0009 memory: 1152 loss: 2.9824 2022/11/28 11:43:57 - mmengine - INFO - Epoch(train) [4][2900/5005] lr: 9.9781e-02 eta: 10:18:30 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 3.0650 2022/11/28 11:44:02 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:44:03 - mmengine - INFO - Epoch(train) [4][3000/5005] lr: 9.9778e-02 eta: 10:18:23 time: 0.0633 data_time: 0.0008 memory: 1152 loss: 3.0542 2022/11/28 11:44:10 - mmengine - INFO - Epoch(train) [4][3100/5005] lr: 9.9776e-02 eta: 10:18:22 time: 0.0725 data_time: 0.0008 memory: 1152 loss: 3.0653 2022/11/28 11:44:16 - mmengine - INFO - Epoch(train) [4][3200/5005] lr: 9.9773e-02 eta: 10:18:14 time: 0.0631 data_time: 0.0008 memory: 1152 loss: 2.9839 2022/11/28 11:44:22 - mmengine - INFO - Epoch(train) [4][3300/5005] lr: 9.9771e-02 eta: 10:18:09 time: 0.0650 data_time: 0.0008 memory: 1152 loss: 3.0568 2022/11/28 11:44:29 - mmengine - INFO - Epoch(train) [4][3400/5005] lr: 9.9768e-02 eta: 10:18:03 time: 0.0631 data_time: 0.0008 memory: 1152 loss: 3.1388 2022/11/28 11:44:35 - mmengine - INFO - Epoch(train) [4][3500/5005] lr: 9.9766e-02 eta: 10:17:57 time: 0.0642 data_time: 0.0008 memory: 1152 loss: 2.8681 2022/11/28 11:44:41 - mmengine - INFO - Epoch(train) [4][3600/5005] lr: 9.9763e-02 eta: 10:17:50 time: 0.0631 data_time: 0.0008 memory: 1152 loss: 2.8904 2022/11/28 11:44:48 - mmengine - INFO - Epoch(train) [4][3700/5005] lr: 9.9761e-02 eta: 10:17:44 time: 0.0627 data_time: 0.0009 memory: 1152 loss: 2.9006 2022/11/28 11:44:54 - mmengine - INFO - Epoch(train) [4][3800/5005] lr: 9.9758e-02 eta: 10:17:37 time: 0.0624 data_time: 0.0008 memory: 1152 loss: 2.8898 2022/11/28 11:45:01 - mmengine - INFO - Epoch(train) [4][3900/5005] lr: 9.9755e-02 eta: 10:17:28 time: 0.0629 data_time: 0.0008 memory: 1152 loss: 3.0933 2022/11/28 11:45:06 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:45:07 - mmengine - INFO - Epoch(train) [4][4000/5005] lr: 9.9753e-02 eta: 10:17:24 time: 0.0695 data_time: 0.0008 memory: 1152 loss: 3.2790 2022/11/28 11:45:13 - mmengine - INFO - Epoch(train) [4][4100/5005] lr: 9.9750e-02 eta: 10:17:20 time: 0.0649 data_time: 0.0008 memory: 1152 loss: 2.8445 2022/11/28 11:45:20 - mmengine - INFO - Epoch(train) [4][4200/5005] lr: 9.9748e-02 eta: 10:17:13 time: 0.0632 data_time: 0.0008 memory: 1152 loss: 2.8266 2022/11/28 11:45:26 - mmengine - INFO - Epoch(train) [4][4300/5005] lr: 9.9745e-02 eta: 10:17:07 time: 0.0628 data_time: 0.0008 memory: 1152 loss: 3.1485 2022/11/28 11:45:32 - mmengine - INFO - Epoch(train) [4][4400/5005] lr: 9.9742e-02 eta: 10:16:59 time: 0.0632 data_time: 0.0008 memory: 1152 loss: 3.0960 2022/11/28 11:45:39 - mmengine - INFO - Epoch(train) [4][4500/5005] lr: 9.9740e-02 eta: 10:16:55 time: 0.0699 data_time: 0.0008 memory: 1152 loss: 3.1623 2022/11/28 11:45:45 - mmengine - INFO - Epoch(train) [4][4600/5005] lr: 9.9737e-02 eta: 10:16:49 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 3.3402 2022/11/28 11:45:52 - mmengine - INFO - Epoch(train) [4][4700/5005] lr: 9.9734e-02 eta: 10:16:48 time: 0.0629 data_time: 0.0008 memory: 1152 loss: 3.2601 2022/11/28 11:45:58 - mmengine - INFO - Epoch(train) [4][4800/5005] lr: 9.9732e-02 eta: 10:16:41 time: 0.0637 data_time: 0.0008 memory: 1152 loss: 2.8503 2022/11/28 11:46:05 - mmengine - INFO - Epoch(train) [4][4900/5005] lr: 9.9729e-02 eta: 10:16:35 time: 0.0640 data_time: 0.0010 memory: 1152 loss: 2.8057 2022/11/28 11:46:10 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:46:11 - mmengine - INFO - Epoch(train) [4][5000/5005] lr: 9.9726e-02 eta: 10:16:31 time: 0.0689 data_time: 0.0018 memory: 1152 loss: 3.0887 2022/11/28 11:46:11 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:46:11 - mmengine - INFO - Saving checkpoint at 4 epochs 2022/11/28 11:46:16 - mmengine - INFO - Epoch(val) [4][100/196] eta: 0:00:03 time: 0.0364 data_time: 0.0255 memory: 1152 2022/11/28 11:46:30 - mmengine - INFO - Epoch(val) [4][196/196] accuracy/top1: 41.1280 accuracy/top5: 67.7080 2022/11/28 11:46:36 - mmengine - INFO - Epoch(train) [5][ 100/5005] lr: 9.9723e-02 eta: 10:16:29 time: 0.0626 data_time: 0.0008 memory: 1152 loss: 2.8869 2022/11/28 11:46:43 - mmengine - INFO - Epoch(train) [5][ 200/5005] lr: 9.9721e-02 eta: 10:16:21 time: 0.0633 data_time: 0.0008 memory: 1152 loss: 2.9672 2022/11/28 11:46:49 - mmengine - INFO - Epoch(train) [5][ 300/5005] lr: 9.9718e-02 eta: 10:16:12 time: 0.0630 data_time: 0.0008 memory: 1152 loss: 3.0212 2022/11/28 11:46:55 - mmengine - INFO - Epoch(train) [5][ 400/5005] lr: 9.9715e-02 eta: 10:16:04 time: 0.0627 data_time: 0.0010 memory: 1152 loss: 2.7793 2022/11/28 11:47:02 - mmengine - INFO - Epoch(train) [5][ 500/5005] lr: 9.9712e-02 eta: 10:16:04 time: 0.0625 data_time: 0.0008 memory: 1152 loss: 2.7673 2022/11/28 11:47:08 - mmengine - INFO - Epoch(train) [5][ 600/5005] lr: 9.9709e-02 eta: 10:15:55 time: 0.0625 data_time: 0.0010 memory: 1152 loss: 2.9767 2022/11/28 11:47:14 - mmengine - INFO - Epoch(train) [5][ 700/5005] lr: 9.9707e-02 eta: 10:15:49 time: 0.0636 data_time: 0.0008 memory: 1152 loss: 3.0324 2022/11/28 11:47:21 - mmengine - INFO - Epoch(train) [5][ 800/5005] lr: 9.9704e-02 eta: 10:15:44 time: 0.0634 data_time: 0.0008 memory: 1152 loss: 3.0251 2022/11/28 11:47:27 - mmengine - INFO - Epoch(train) [5][ 900/5005] lr: 9.9701e-02 eta: 10:15:35 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 2.6319 2022/11/28 11:47:32 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:47:33 - mmengine - INFO - Epoch(train) [5][1000/5005] lr: 9.9698e-02 eta: 10:15:26 time: 0.0625 data_time: 0.0008 memory: 1152 loss: 2.8913 2022/11/28 11:47:40 - mmengine - INFO - Epoch(train) [5][1100/5005] lr: 9.9695e-02 eta: 10:15:20 time: 0.0641 data_time: 0.0008 memory: 1152 loss: 2.8399 2022/11/28 11:47:46 - mmengine - INFO - Epoch(train) [5][1200/5005] lr: 9.9692e-02 eta: 10:15:14 time: 0.0723 data_time: 0.0010 memory: 1152 loss: 2.9233 2022/11/28 11:47:53 - mmengine - INFO - Epoch(train) [5][1300/5005] lr: 9.9689e-02 eta: 10:15:08 time: 0.0630 data_time: 0.0008 memory: 1152 loss: 3.2063 2022/11/28 11:47:59 - mmengine - INFO - Epoch(train) [5][1400/5005] lr: 9.9687e-02 eta: 10:15:02 time: 0.0631 data_time: 0.0008 memory: 1152 loss: 2.9302 2022/11/28 11:48:06 - mmengine - INFO - Epoch(train) [5][1500/5005] lr: 9.9684e-02 eta: 10:14:59 time: 0.0697 data_time: 0.0008 memory: 1152 loss: 3.1879 2022/11/28 11:48:12 - mmengine - INFO - Epoch(train) [5][1600/5005] lr: 9.9681e-02 eta: 10:14:54 time: 0.0628 data_time: 0.0008 memory: 1152 loss: 2.8405 2022/11/28 11:48:18 - mmengine - INFO - Epoch(train) [5][1700/5005] lr: 9.9678e-02 eta: 10:14:48 time: 0.0642 data_time: 0.0008 memory: 1152 loss: 2.9165 2022/11/28 11:48:25 - mmengine - INFO - Epoch(train) [5][1800/5005] lr: 9.9675e-02 eta: 10:14:40 time: 0.0625 data_time: 0.0008 memory: 1152 loss: 2.9315 2022/11/28 11:48:31 - mmengine - INFO - Epoch(train) [5][1900/5005] lr: 9.9672e-02 eta: 10:14:33 time: 0.0631 data_time: 0.0008 memory: 1152 loss: 2.7961 2022/11/28 11:48:36 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:48:37 - mmengine - INFO - Epoch(train) [5][2000/5005] lr: 9.9669e-02 eta: 10:14:27 time: 0.0622 data_time: 0.0009 memory: 1152 loss: 2.9425 2022/11/28 11:48:44 - mmengine - INFO - Epoch(train) [5][2100/5005] lr: 9.9666e-02 eta: 10:14:18 time: 0.0630 data_time: 0.0008 memory: 1152 loss: 3.0377 2022/11/28 11:48:50 - mmengine - INFO - Epoch(train) [5][2200/5005] lr: 9.9663e-02 eta: 10:14:14 time: 0.0623 data_time: 0.0009 memory: 1152 loss: 2.7559 2022/11/28 11:48:57 - mmengine - INFO - Epoch(train) [5][2300/5005] lr: 9.9660e-02 eta: 10:14:07 time: 0.0686 data_time: 0.0008 memory: 1152 loss: 2.7298 2022/11/28 11:49:03 - mmengine - INFO - Epoch(train) [5][2400/5005] lr: 9.9657e-02 eta: 10:14:00 time: 0.0626 data_time: 0.0008 memory: 1152 loss: 3.0546 2022/11/28 11:49:09 - mmengine - INFO - Epoch(train) [5][2500/5005] lr: 9.9654e-02 eta: 10:13:52 time: 0.0626 data_time: 0.0008 memory: 1152 loss: 2.9239 2022/11/28 11:49:16 - mmengine - INFO - Epoch(train) [5][2600/5005] lr: 9.9650e-02 eta: 10:13:45 time: 0.0626 data_time: 0.0008 memory: 1152 loss: 2.8943 2022/11/28 11:49:22 - mmengine - INFO - Epoch(train) [5][2700/5005] lr: 9.9647e-02 eta: 10:13:40 time: 0.0625 data_time: 0.0008 memory: 1152 loss: 2.8106 2022/11/28 11:49:28 - mmengine - INFO - Epoch(train) [5][2800/5005] lr: 9.9644e-02 eta: 10:13:32 time: 0.0639 data_time: 0.0008 memory: 1152 loss: 2.9945 2022/11/28 11:49:35 - mmengine - INFO - Epoch(train) [5][2900/5005] lr: 9.9641e-02 eta: 10:13:24 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.6845 2022/11/28 11:49:40 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:49:41 - mmengine - INFO - Epoch(train) [5][3000/5005] lr: 9.9638e-02 eta: 10:13:19 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 2.8543 2022/11/28 11:49:48 - mmengine - INFO - Epoch(train) [5][3100/5005] lr: 9.9635e-02 eta: 10:13:13 time: 0.0727 data_time: 0.0008 memory: 1152 loss: 2.9156 2022/11/28 11:49:54 - mmengine - INFO - Epoch(train) [5][3200/5005] lr: 9.9632e-02 eta: 10:13:05 time: 0.0623 data_time: 0.0008 memory: 1152 loss: 2.8068 2022/11/28 11:50:00 - mmengine - INFO - Epoch(train) [5][3300/5005] lr: 9.9629e-02 eta: 10:12:57 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 3.1143 2022/11/28 11:50:07 - mmengine - INFO - Epoch(train) [5][3400/5005] lr: 9.9625e-02 eta: 10:12:53 time: 0.0687 data_time: 0.0008 memory: 1152 loss: 3.1652 2022/11/28 11:50:13 - mmengine - INFO - Epoch(train) [5][3500/5005] lr: 9.9622e-02 eta: 10:12:46 time: 0.0629 data_time: 0.0008 memory: 1152 loss: 2.6219 2022/11/28 11:50:19 - mmengine - INFO - Epoch(train) [5][3600/5005] lr: 9.9619e-02 eta: 10:12:40 time: 0.0623 data_time: 0.0008 memory: 1152 loss: 2.9487 2022/11/28 11:50:26 - mmengine - INFO - Epoch(train) [5][3700/5005] lr: 9.9616e-02 eta: 10:12:32 time: 0.0628 data_time: 0.0011 memory: 1152 loss: 2.9694 2022/11/28 11:50:32 - mmengine - INFO - Epoch(train) [5][3800/5005] lr: 9.9612e-02 eta: 10:12:25 time: 0.0628 data_time: 0.0009 memory: 1152 loss: 3.0227 2022/11/28 11:50:38 - mmengine - INFO - Epoch(train) [5][3900/5005] lr: 9.9609e-02 eta: 10:12:17 time: 0.0627 data_time: 0.0009 memory: 1152 loss: 2.8008 2022/11/28 11:50:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:50:45 - mmengine - INFO - Epoch(train) [5][4000/5005] lr: 9.9606e-02 eta: 10:12:11 time: 0.0624 data_time: 0.0008 memory: 1152 loss: 3.0977 2022/11/28 11:50:51 - mmengine - INFO - Epoch(train) [5][4100/5005] lr: 9.9603e-02 eta: 10:12:04 time: 0.0623 data_time: 0.0008 memory: 1152 loss: 3.1071 2022/11/28 11:50:57 - mmengine - INFO - Epoch(train) [5][4200/5005] lr: 9.9599e-02 eta: 10:11:56 time: 0.0626 data_time: 0.0010 memory: 1152 loss: 2.8881 2022/11/28 11:51:04 - mmengine - INFO - Epoch(train) [5][4300/5005] lr: 9.9596e-02 eta: 10:11:48 time: 0.0631 data_time: 0.0010 memory: 1152 loss: 3.0336 2022/11/28 11:51:10 - mmengine - INFO - Epoch(train) [5][4400/5005] lr: 9.9593e-02 eta: 10:11:44 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 2.8079 2022/11/28 11:51:17 - mmengine - INFO - Epoch(train) [5][4500/5005] lr: 9.9589e-02 eta: 10:11:40 time: 0.0621 data_time: 0.0008 memory: 1152 loss: 2.9262 2022/11/28 11:51:23 - mmengine - INFO - Epoch(train) [5][4600/5005] lr: 9.9586e-02 eta: 10:11:33 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 2.8908 2022/11/28 11:51:29 - mmengine - INFO - Epoch(train) [5][4700/5005] lr: 9.9583e-02 eta: 10:11:25 time: 0.0625 data_time: 0.0008 memory: 1152 loss: 2.8557 2022/11/28 11:51:36 - mmengine - INFO - Epoch(train) [5][4800/5005] lr: 9.9579e-02 eta: 10:11:20 time: 0.0698 data_time: 0.0008 memory: 1152 loss: 2.8577 2022/11/28 11:51:42 - mmengine - INFO - Epoch(train) [5][4900/5005] lr: 9.9576e-02 eta: 10:11:12 time: 0.0631 data_time: 0.0008 memory: 1152 loss: 2.8165 2022/11/28 11:51:47 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:51:49 - mmengine - INFO - Epoch(train) [5][5000/5005] lr: 9.9572e-02 eta: 10:11:07 time: 0.0634 data_time: 0.0024 memory: 1152 loss: 2.8547 2022/11/28 11:51:49 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:51:49 - mmengine - INFO - Saving checkpoint at 5 epochs 2022/11/28 11:51:54 - mmengine - INFO - Epoch(val) [5][100/196] eta: 0:00:03 time: 0.0370 data_time: 0.0266 memory: 1152 2022/11/28 11:52:07 - mmengine - INFO - Epoch(val) [5][196/196] accuracy/top1: 44.3280 accuracy/top5: 70.2460 2022/11/28 11:52:14 - mmengine - INFO - Epoch(train) [6][ 100/5005] lr: 9.9569e-02 eta: 10:11:06 time: 0.0621 data_time: 0.0008 memory: 1152 loss: 2.8743 2022/11/28 11:52:20 - mmengine - INFO - Epoch(train) [6][ 200/5005] lr: 9.9565e-02 eta: 10:10:59 time: 0.0633 data_time: 0.0009 memory: 1152 loss: 2.9167 2022/11/28 11:52:26 - mmengine - INFO - Epoch(train) [6][ 300/5005] lr: 9.9562e-02 eta: 10:10:50 time: 0.0627 data_time: 0.0009 memory: 1152 loss: 2.7665 2022/11/28 11:52:33 - mmengine - INFO - Epoch(train) [6][ 400/5005] lr: 9.9559e-02 eta: 10:10:44 time: 0.0621 data_time: 0.0008 memory: 1152 loss: 2.7996 2022/11/28 11:52:39 - mmengine - INFO - Epoch(train) [6][ 500/5005] lr: 9.9555e-02 eta: 10:10:43 time: 0.0626 data_time: 0.0008 memory: 1152 loss: 2.9230 2022/11/28 11:52:46 - mmengine - INFO - Epoch(train) [6][ 600/5005] lr: 9.9552e-02 eta: 10:10:36 time: 0.0627 data_time: 0.0009 memory: 1152 loss: 2.6142 2022/11/28 11:52:52 - mmengine - INFO - Epoch(train) [6][ 700/5005] lr: 9.9548e-02 eta: 10:10:27 time: 0.0629 data_time: 0.0008 memory: 1152 loss: 2.9083 2022/11/28 11:52:58 - mmengine - INFO - Epoch(train) [6][ 800/5005] lr: 9.9545e-02 eta: 10:10:19 time: 0.0623 data_time: 0.0008 memory: 1152 loss: 2.8708 2022/11/28 11:53:05 - mmengine - INFO - Epoch(train) [6][ 900/5005] lr: 9.9541e-02 eta: 10:10:12 time: 0.0623 data_time: 0.0008 memory: 1152 loss: 2.9281 2022/11/28 11:53:10 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:53:11 - mmengine - INFO - Epoch(train) [6][1000/5005] lr: 9.9537e-02 eta: 10:10:07 time: 0.0631 data_time: 0.0008 memory: 1152 loss: 2.8276 2022/11/28 11:53:18 - mmengine - INFO - Epoch(train) [6][1100/5005] lr: 9.9534e-02 eta: 10:10:03 time: 0.0632 data_time: 0.0008 memory: 1152 loss: 2.9243 2022/11/28 11:53:24 - mmengine - INFO - Epoch(train) [6][1200/5005] lr: 9.9530e-02 eta: 10:09:56 time: 0.0628 data_time: 0.0008 memory: 1152 loss: 2.8771 2022/11/28 11:53:30 - mmengine - INFO - Epoch(train) [6][1300/5005] lr: 9.9527e-02 eta: 10:09:49 time: 0.0640 data_time: 0.0008 memory: 1152 loss: 2.8478 2022/11/28 11:53:37 - mmengine - INFO - Epoch(train) [6][1400/5005] lr: 9.9523e-02 eta: 10:09:44 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 2.7870 2022/11/28 11:53:43 - mmengine - INFO - Epoch(train) [6][1500/5005] lr: 9.9520e-02 eta: 10:09:38 time: 0.0733 data_time: 0.0008 memory: 1152 loss: 2.4355 2022/11/28 11:53:49 - mmengine - INFO - Epoch(train) [6][1600/5005] lr: 9.9516e-02 eta: 10:09:31 time: 0.0636 data_time: 0.0008 memory: 1152 loss: 3.0640 2022/11/28 11:53:56 - mmengine - INFO - Epoch(train) [6][1700/5005] lr: 9.9512e-02 eta: 10:09:24 time: 0.0644 data_time: 0.0011 memory: 1152 loss: 2.7286 2022/11/28 11:54:02 - mmengine - INFO - Epoch(train) [6][1800/5005] lr: 9.9509e-02 eta: 10:09:16 time: 0.0631 data_time: 0.0008 memory: 1152 loss: 2.8862 2022/11/28 11:54:09 - mmengine - INFO - Epoch(train) [6][1900/5005] lr: 9.9505e-02 eta: 10:09:10 time: 0.0626 data_time: 0.0009 memory: 1152 loss: 2.6433 2022/11/28 11:54:13 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:54:15 - mmengine - INFO - Epoch(train) [6][2000/5005] lr: 9.9501e-02 eta: 10:09:04 time: 0.0630 data_time: 0.0009 memory: 1152 loss: 2.9093 2022/11/28 11:54:21 - mmengine - INFO - Epoch(train) [6][2100/5005] lr: 9.9498e-02 eta: 10:09:00 time: 0.0693 data_time: 0.0008 memory: 1152 loss: 2.8885 2022/11/28 11:54:28 - mmengine - INFO - Epoch(train) [6][2200/5005] lr: 9.9494e-02 eta: 10:08:54 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 2.3733 2022/11/28 11:54:34 - mmengine - INFO - Epoch(train) [6][2300/5005] lr: 9.9490e-02 eta: 10:08:47 time: 0.0625 data_time: 0.0010 memory: 1152 loss: 2.8006 2022/11/28 11:54:41 - mmengine - INFO - Epoch(train) [6][2400/5005] lr: 9.9486e-02 eta: 10:08:41 time: 0.0626 data_time: 0.0008 memory: 1152 loss: 2.9227 2022/11/28 11:54:47 - mmengine - INFO - Epoch(train) [6][2500/5005] lr: 9.9483e-02 eta: 10:08:35 time: 0.0638 data_time: 0.0008 memory: 1152 loss: 2.7122 2022/11/28 11:54:53 - mmengine - INFO - Epoch(train) [6][2600/5005] lr: 9.9479e-02 eta: 10:08:28 time: 0.0628 data_time: 0.0008 memory: 1152 loss: 2.8873 2022/11/28 11:55:00 - mmengine - INFO - Epoch(train) [6][2700/5005] lr: 9.9475e-02 eta: 10:08:23 time: 0.0629 data_time: 0.0008 memory: 1152 loss: 2.7922 2022/11/28 11:55:06 - mmengine - INFO - Epoch(train) [6][2800/5005] lr: 9.9471e-02 eta: 10:08:14 time: 0.0629 data_time: 0.0010 memory: 1152 loss: 2.7113 2022/11/28 11:55:13 - mmengine - INFO - Epoch(train) [6][2900/5005] lr: 9.9468e-02 eta: 10:08:09 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 2.6866 2022/11/28 11:55:17 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:55:19 - mmengine - INFO - Epoch(train) [6][3000/5005] lr: 9.9464e-02 eta: 10:08:01 time: 0.0632 data_time: 0.0008 memory: 1152 loss: 2.8842 2022/11/28 11:55:25 - mmengine - INFO - Epoch(train) [6][3100/5005] lr: 9.9460e-02 eta: 10:07:53 time: 0.0622 data_time: 0.0011 memory: 1152 loss: 2.7424 2022/11/28 11:55:32 - mmengine - INFO - Epoch(train) [6][3200/5005] lr: 9.9456e-02 eta: 10:07:49 time: 0.0624 data_time: 0.0008 memory: 1152 loss: 2.6377 2022/11/28 11:55:38 - mmengine - INFO - Epoch(train) [6][3300/5005] lr: 9.9452e-02 eta: 10:07:42 time: 0.0662 data_time: 0.0009 memory: 1152 loss: 2.7308 2022/11/28 11:55:44 - mmengine - INFO - Epoch(train) [6][3400/5005] lr: 9.9448e-02 eta: 10:07:37 time: 0.0658 data_time: 0.0008 memory: 1152 loss: 2.7782 2022/11/28 11:55:51 - mmengine - INFO - Epoch(train) [6][3500/5005] lr: 9.9444e-02 eta: 10:07:31 time: 0.0635 data_time: 0.0008 memory: 1152 loss: 2.7718 2022/11/28 11:55:57 - mmengine - INFO - Epoch(train) [6][3600/5005] lr: 9.9441e-02 eta: 10:07:24 time: 0.0634 data_time: 0.0008 memory: 1152 loss: 2.7493 2022/11/28 11:56:03 - mmengine - INFO - Epoch(train) [6][3700/5005] lr: 9.9437e-02 eta: 10:07:16 time: 0.0624 data_time: 0.0008 memory: 1152 loss: 2.7355 2022/11/28 11:56:10 - mmengine - INFO - Epoch(train) [6][3800/5005] lr: 9.9433e-02 eta: 10:07:10 time: 0.0634 data_time: 0.0008 memory: 1152 loss: 2.8478 2022/11/28 11:56:16 - mmengine - INFO - Epoch(train) [6][3900/5005] lr: 9.9429e-02 eta: 10:07:03 time: 0.0625 data_time: 0.0008 memory: 1152 loss: 2.7796 2022/11/28 11:56:21 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:56:23 - mmengine - INFO - Epoch(train) [6][4000/5005] lr: 9.9425e-02 eta: 10:06:57 time: 0.0639 data_time: 0.0010 memory: 1152 loss: 2.8688 2022/11/28 11:56:29 - mmengine - INFO - Epoch(train) [6][4100/5005] lr: 9.9421e-02 eta: 10:06:50 time: 0.0638 data_time: 0.0008 memory: 1152 loss: 2.7211 2022/11/28 11:56:35 - mmengine - INFO - Epoch(train) [6][4200/5005] lr: 9.9417e-02 eta: 10:06:44 time: 0.0629 data_time: 0.0008 memory: 1152 loss: 2.9224 2022/11/28 11:56:42 - mmengine - INFO - Epoch(train) [6][4300/5005] lr: 9.9413e-02 eta: 10:06:39 time: 0.0633 data_time: 0.0009 memory: 1152 loss: 2.8266 2022/11/28 11:56:48 - mmengine - INFO - Epoch(train) [6][4400/5005] lr: 9.9409e-02 eta: 10:06:35 time: 0.0631 data_time: 0.0008 memory: 1152 loss: 2.7545 2022/11/28 11:56:55 - mmengine - INFO - Epoch(train) [6][4500/5005] lr: 9.9405e-02 eta: 10:06:29 time: 0.0626 data_time: 0.0009 memory: 1152 loss: 2.6387 2022/11/28 11:57:01 - mmengine - INFO - Epoch(train) [6][4600/5005] lr: 9.9401e-02 eta: 10:06:21 time: 0.0629 data_time: 0.0008 memory: 1152 loss: 2.7241 2022/11/28 11:57:07 - mmengine - INFO - Epoch(train) [6][4700/5005] lr: 9.9397e-02 eta: 10:06:15 time: 0.0630 data_time: 0.0008 memory: 1152 loss: 2.9281 2022/11/28 11:57:14 - mmengine - INFO - Epoch(train) [6][4800/5005] lr: 9.9393e-02 eta: 10:06:07 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 2.3641 2022/11/28 11:57:20 - mmengine - INFO - Epoch(train) [6][4900/5005] lr: 9.9389e-02 eta: 10:06:02 time: 0.0637 data_time: 0.0008 memory: 1152 loss: 2.8802 2022/11/28 11:57:25 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:57:27 - mmengine - INFO - Epoch(train) [6][5000/5005] lr: 9.9385e-02 eta: 10:05:54 time: 0.0638 data_time: 0.0022 memory: 1152 loss: 2.8285 2022/11/28 11:57:27 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:57:27 - mmengine - INFO - Saving checkpoint at 6 epochs 2022/11/28 11:57:32 - mmengine - INFO - Epoch(val) [6][100/196] eta: 0:00:04 time: 0.0529 data_time: 0.0400 memory: 1152 2022/11/28 11:57:45 - mmengine - INFO - Epoch(val) [6][196/196] accuracy/top1: 45.5340 accuracy/top5: 71.8880 2022/11/28 11:57:52 - mmengine - INFO - Epoch(train) [7][ 100/5005] lr: 9.9380e-02 eta: 10:05:52 time: 0.0626 data_time: 0.0011 memory: 1152 loss: 2.7937 2022/11/28 11:57:59 - mmengine - INFO - Epoch(train) [7][ 200/5005] lr: 9.9376e-02 eta: 10:05:49 time: 0.0636 data_time: 0.0008 memory: 1152 loss: 2.7901 2022/11/28 11:58:05 - mmengine - INFO - Epoch(train) [7][ 300/5005] lr: 9.9372e-02 eta: 10:05:42 time: 0.0635 data_time: 0.0010 memory: 1152 loss: 2.7849 2022/11/28 11:58:11 - mmengine - INFO - Epoch(train) [7][ 400/5005] lr: 9.9368e-02 eta: 10:05:35 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 2.8961 2022/11/28 11:58:18 - mmengine - INFO - Epoch(train) [7][ 500/5005] lr: 9.9364e-02 eta: 10:05:27 time: 0.0623 data_time: 0.0008 memory: 1152 loss: 2.6477 2022/11/28 11:58:24 - mmengine - INFO - Epoch(train) [7][ 600/5005] lr: 9.9360e-02 eta: 10:05:19 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 2.8206 2022/11/28 11:58:30 - mmengine - INFO - Epoch(train) [7][ 700/5005] lr: 9.9355e-02 eta: 10:05:13 time: 0.0644 data_time: 0.0008 memory: 1152 loss: 2.6775 2022/11/28 11:58:37 - mmengine - INFO - Epoch(train) [7][ 800/5005] lr: 9.9351e-02 eta: 10:05:07 time: 0.0632 data_time: 0.0008 memory: 1152 loss: 2.6916 2022/11/28 11:58:43 - mmengine - INFO - Epoch(train) [7][ 900/5005] lr: 9.9347e-02 eta: 10:05:01 time: 0.0636 data_time: 0.0008 memory: 1152 loss: 2.8069 2022/11/28 11:58:48 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:58:49 - mmengine - INFO - Epoch(train) [7][1000/5005] lr: 9.9343e-02 eta: 10:04:55 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.9438 2022/11/28 11:58:56 - mmengine - INFO - Epoch(train) [7][1100/5005] lr: 9.9339e-02 eta: 10:04:50 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.6183 2022/11/28 11:59:02 - mmengine - INFO - Epoch(train) [7][1200/5005] lr: 9.9334e-02 eta: 10:04:44 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.5908 2022/11/28 11:59:09 - mmengine - INFO - Epoch(train) [7][1300/5005] lr: 9.9330e-02 eta: 10:04:36 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 2.5737 2022/11/28 11:59:15 - mmengine - INFO - Epoch(train) [7][1400/5005] lr: 9.9326e-02 eta: 10:04:29 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.5308 2022/11/28 11:59:21 - mmengine - INFO - Epoch(train) [7][1500/5005] lr: 9.9322e-02 eta: 10:04:23 time: 0.0641 data_time: 0.0011 memory: 1152 loss: 2.6793 2022/11/28 11:59:28 - mmengine - INFO - Epoch(train) [7][1600/5005] lr: 9.9317e-02 eta: 10:04:15 time: 0.0630 data_time: 0.0011 memory: 1152 loss: 2.4002 2022/11/28 11:59:34 - mmengine - INFO - Epoch(train) [7][1700/5005] lr: 9.9313e-02 eta: 10:04:08 time: 0.0637 data_time: 0.0008 memory: 1152 loss: 2.4926 2022/11/28 11:59:41 - mmengine - INFO - Epoch(train) [7][1800/5005] lr: 9.9309e-02 eta: 10:04:03 time: 0.0631 data_time: 0.0008 memory: 1152 loss: 2.4894 2022/11/28 11:59:47 - mmengine - INFO - Epoch(train) [7][1900/5005] lr: 9.9304e-02 eta: 10:03:57 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.7273 2022/11/28 11:59:51 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 11:59:53 - mmengine - INFO - Epoch(train) [7][2000/5005] lr: 9.9300e-02 eta: 10:03:52 time: 0.0732 data_time: 0.0009 memory: 1152 loss: 2.8491 2022/11/28 12:00:00 - mmengine - INFO - Epoch(train) [7][2100/5005] lr: 9.9296e-02 eta: 10:03:46 time: 0.0634 data_time: 0.0009 memory: 1152 loss: 2.8435 2022/11/28 12:00:06 - mmengine - INFO - Epoch(train) [7][2200/5005] lr: 9.9291e-02 eta: 10:03:39 time: 0.0624 data_time: 0.0008 memory: 1152 loss: 2.6614 2022/11/28 12:00:12 - mmengine - INFO - Epoch(train) [7][2300/5005] lr: 9.9287e-02 eta: 10:03:32 time: 0.0630 data_time: 0.0010 memory: 1152 loss: 2.6113 2022/11/28 12:00:19 - mmengine - INFO - Epoch(train) [7][2400/5005] lr: 9.9282e-02 eta: 10:03:25 time: 0.0630 data_time: 0.0008 memory: 1152 loss: 2.8066 2022/11/28 12:00:25 - mmengine - INFO - Epoch(train) [7][2500/5005] lr: 9.9278e-02 eta: 10:03:18 time: 0.0635 data_time: 0.0010 memory: 1152 loss: 2.8465 2022/11/28 12:00:32 - mmengine - INFO - Epoch(train) [7][2600/5005] lr: 9.9274e-02 eta: 10:03:12 time: 0.0626 data_time: 0.0008 memory: 1152 loss: 2.6940 2022/11/28 12:00:38 - mmengine - INFO - Epoch(train) [7][2700/5005] lr: 9.9269e-02 eta: 10:03:05 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.8053 2022/11/28 12:00:44 - mmengine - INFO - Epoch(train) [7][2800/5005] lr: 9.9265e-02 eta: 10:03:01 time: 0.0715 data_time: 0.0009 memory: 1152 loss: 2.8158 2022/11/28 12:00:51 - mmengine - INFO - Epoch(train) [7][2900/5005] lr: 9.9260e-02 eta: 10:02:54 time: 0.0623 data_time: 0.0008 memory: 1152 loss: 2.5525 2022/11/28 12:00:55 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:00:57 - mmengine - INFO - Epoch(train) [7][3000/5005] lr: 9.9256e-02 eta: 10:02:51 time: 0.0645 data_time: 0.0012 memory: 1152 loss: 2.7648 2022/11/28 12:01:04 - mmengine - INFO - Epoch(train) [7][3100/5005] lr: 9.9251e-02 eta: 10:02:47 time: 0.0685 data_time: 0.0009 memory: 1152 loss: 2.6454 2022/11/28 12:01:10 - mmengine - INFO - Epoch(train) [7][3200/5005] lr: 9.9247e-02 eta: 10:02:40 time: 0.0637 data_time: 0.0009 memory: 1152 loss: 2.8155 2022/11/28 12:01:17 - mmengine - INFO - Epoch(train) [7][3300/5005] lr: 9.9242e-02 eta: 10:02:32 time: 0.0633 data_time: 0.0008 memory: 1152 loss: 2.4740 2022/11/28 12:01:23 - mmengine - INFO - Epoch(train) [7][3400/5005] lr: 9.9238e-02 eta: 10:02:25 time: 0.0625 data_time: 0.0008 memory: 1152 loss: 2.7596 2022/11/28 12:01:29 - mmengine - INFO - Epoch(train) [7][3500/5005] lr: 9.9233e-02 eta: 10:02:17 time: 0.0630 data_time: 0.0009 memory: 1152 loss: 2.9394 2022/11/28 12:01:36 - mmengine - INFO - Epoch(train) [7][3600/5005] lr: 9.9228e-02 eta: 10:02:10 time: 0.0629 data_time: 0.0008 memory: 1152 loss: 2.6990 2022/11/28 12:01:42 - mmengine - INFO - Epoch(train) [7][3700/5005] lr: 9.9224e-02 eta: 10:02:05 time: 0.0631 data_time: 0.0008 memory: 1152 loss: 2.6898 2022/11/28 12:01:48 - mmengine - INFO - Epoch(train) [7][3800/5005] lr: 9.9219e-02 eta: 10:01:59 time: 0.0707 data_time: 0.0008 memory: 1152 loss: 2.8315 2022/11/28 12:01:55 - mmengine - INFO - Epoch(train) [7][3900/5005] lr: 9.9215e-02 eta: 10:01:52 time: 0.0639 data_time: 0.0009 memory: 1152 loss: 2.7028 2022/11/28 12:02:00 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:02:01 - mmengine - INFO - Epoch(train) [7][4000/5005] lr: 9.9210e-02 eta: 10:01:50 time: 0.0625 data_time: 0.0009 memory: 1152 loss: 2.6938 2022/11/28 12:02:08 - mmengine - INFO - Epoch(train) [7][4100/5005] lr: 9.9205e-02 eta: 10:01:44 time: 0.0628 data_time: 0.0009 memory: 1152 loss: 2.7519 2022/11/28 12:02:14 - mmengine - INFO - Epoch(train) [7][4200/5005] lr: 9.9201e-02 eta: 10:01:38 time: 0.0652 data_time: 0.0008 memory: 1152 loss: 2.6365 2022/11/28 12:02:21 - mmengine - INFO - Epoch(train) [7][4300/5005] lr: 9.9196e-02 eta: 10:01:31 time: 0.0627 data_time: 0.0009 memory: 1152 loss: 2.7956 2022/11/28 12:02:27 - mmengine - INFO - Epoch(train) [7][4400/5005] lr: 9.9191e-02 eta: 10:01:24 time: 0.0625 data_time: 0.0008 memory: 1152 loss: 2.8253 2022/11/28 12:02:33 - mmengine - INFO - Epoch(train) [7][4500/5005] lr: 9.9187e-02 eta: 10:01:17 time: 0.0630 data_time: 0.0009 memory: 1152 loss: 2.7118 2022/11/28 12:02:40 - mmengine - INFO - Epoch(train) [7][4600/5005] lr: 9.9182e-02 eta: 10:01:12 time: 0.0629 data_time: 0.0011 memory: 1152 loss: 2.7484 2022/11/28 12:02:46 - mmengine - INFO - Epoch(train) [7][4700/5005] lr: 9.9177e-02 eta: 10:01:05 time: 0.0639 data_time: 0.0008 memory: 1152 loss: 2.7941 2022/11/28 12:02:53 - mmengine - INFO - Epoch(train) [7][4800/5005] lr: 9.9173e-02 eta: 10:01:01 time: 0.0719 data_time: 0.0009 memory: 1152 loss: 2.8005 2022/11/28 12:02:59 - mmengine - INFO - Epoch(train) [7][4900/5005] lr: 9.9168e-02 eta: 10:00:58 time: 0.0627 data_time: 0.0009 memory: 1152 loss: 2.8281 2022/11/28 12:03:04 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:03:06 - mmengine - INFO - Epoch(train) [7][5000/5005] lr: 9.9163e-02 eta: 10:00:51 time: 0.0628 data_time: 0.0018 memory: 1152 loss: 2.7034 2022/11/28 12:03:06 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:03:06 - mmengine - INFO - Saving checkpoint at 7 epochs 2022/11/28 12:03:11 - mmengine - INFO - Epoch(val) [7][100/196] eta: 0:00:04 time: 0.0390 data_time: 0.0274 memory: 1152 2022/11/28 12:03:24 - mmengine - INFO - Epoch(val) [7][196/196] accuracy/top1: 46.5320 accuracy/top5: 72.7840 2022/11/28 12:03:31 - mmengine - INFO - Epoch(train) [8][ 100/5005] lr: 9.9158e-02 eta: 10:00:51 time: 0.0642 data_time: 0.0009 memory: 1152 loss: 2.6283 2022/11/28 12:03:37 - mmengine - INFO - Epoch(train) [8][ 200/5005] lr: 9.9153e-02 eta: 10:00:47 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.6452 2022/11/28 12:03:44 - mmengine - INFO - Epoch(train) [8][ 300/5005] lr: 9.9148e-02 eta: 10:00:43 time: 0.0637 data_time: 0.0008 memory: 1152 loss: 2.7676 2022/11/28 12:03:50 - mmengine - INFO - Epoch(train) [8][ 400/5005] lr: 9.9144e-02 eta: 10:00:37 time: 0.0633 data_time: 0.0009 memory: 1152 loss: 2.7836 2022/11/28 12:03:57 - mmengine - INFO - Epoch(train) [8][ 500/5005] lr: 9.9139e-02 eta: 10:00:29 time: 0.0626 data_time: 0.0008 memory: 1152 loss: 2.7756 2022/11/28 12:04:03 - mmengine - INFO - Epoch(train) [8][ 600/5005] lr: 9.9134e-02 eta: 10:00:25 time: 0.0632 data_time: 0.0008 memory: 1152 loss: 2.6668 2022/11/28 12:04:10 - mmengine - INFO - Epoch(train) [8][ 700/5005] lr: 9.9129e-02 eta: 10:00:18 time: 0.0630 data_time: 0.0008 memory: 1152 loss: 2.4687 2022/11/28 12:04:16 - mmengine - INFO - Epoch(train) [8][ 800/5005] lr: 9.9124e-02 eta: 10:00:12 time: 0.0629 data_time: 0.0008 memory: 1152 loss: 2.7020 2022/11/28 12:04:22 - mmengine - INFO - Epoch(train) [8][ 900/5005] lr: 9.9119e-02 eta: 10:00:06 time: 0.0689 data_time: 0.0008 memory: 1152 loss: 2.8277 2022/11/28 12:04:26 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:04:29 - mmengine - INFO - Epoch(train) [8][1000/5005] lr: 9.9114e-02 eta: 10:00:00 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.6572 2022/11/28 12:04:35 - mmengine - INFO - Epoch(train) [8][1100/5005] lr: 9.9110e-02 eta: 9:59:52 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.6249 2022/11/28 12:04:42 - mmengine - INFO - Epoch(train) [8][1200/5005] lr: 9.9105e-02 eta: 9:59:48 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 2.4652 2022/11/28 12:04:48 - mmengine - INFO - Epoch(train) [8][1300/5005] lr: 9.9100e-02 eta: 9:59:43 time: 0.0630 data_time: 0.0009 memory: 1152 loss: 2.7070 2022/11/28 12:04:54 - mmengine - INFO - Epoch(train) [8][1400/5005] lr: 9.9095e-02 eta: 9:59:37 time: 0.0625 data_time: 0.0008 memory: 1152 loss: 2.6629 2022/11/28 12:05:01 - mmengine - INFO - Epoch(train) [8][1500/5005] lr: 9.9090e-02 eta: 9:59:30 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.7857 2022/11/28 12:05:07 - mmengine - INFO - Epoch(train) [8][1600/5005] lr: 9.9085e-02 eta: 9:59:22 time: 0.0626 data_time: 0.0009 memory: 1152 loss: 2.5090 2022/11/28 12:05:13 - mmengine - INFO - Epoch(train) [8][1700/5005] lr: 9.9080e-02 eta: 9:59:15 time: 0.0634 data_time: 0.0008 memory: 1152 loss: 2.6212 2022/11/28 12:05:20 - mmengine - INFO - Epoch(train) [8][1800/5005] lr: 9.9075e-02 eta: 9:59:07 time: 0.0625 data_time: 0.0009 memory: 1152 loss: 2.5858 2022/11/28 12:05:26 - mmengine - INFO - Epoch(train) [8][1900/5005] lr: 9.9070e-02 eta: 9:59:01 time: 0.0640 data_time: 0.0008 memory: 1152 loss: 2.6967 2022/11/28 12:05:30 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:05:33 - mmengine - INFO - Epoch(train) [8][2000/5005] lr: 9.9065e-02 eta: 9:58:55 time: 0.0633 data_time: 0.0008 memory: 1152 loss: 2.3903 2022/11/28 12:05:39 - mmengine - INFO - Epoch(train) [8][2100/5005] lr: 9.9060e-02 eta: 9:58:51 time: 0.0639 data_time: 0.0008 memory: 1152 loss: 2.5399 2022/11/28 12:05:46 - mmengine - INFO - Epoch(train) [8][2200/5005] lr: 9.9055e-02 eta: 9:58:46 time: 0.0630 data_time: 0.0008 memory: 1152 loss: 2.8053 2022/11/28 12:05:52 - mmengine - INFO - Epoch(train) [8][2300/5005] lr: 9.9050e-02 eta: 9:58:40 time: 0.0634 data_time: 0.0008 memory: 1152 loss: 2.4781 2022/11/28 12:05:58 - mmengine - INFO - Epoch(train) [8][2400/5005] lr: 9.9045e-02 eta: 9:58:33 time: 0.0635 data_time: 0.0009 memory: 1152 loss: 2.7163 2022/11/28 12:06:05 - mmengine - INFO - Epoch(train) [8][2500/5005] lr: 9.9039e-02 eta: 9:58:25 time: 0.0626 data_time: 0.0010 memory: 1152 loss: 2.7421 2022/11/28 12:06:11 - mmengine - INFO - Epoch(train) [8][2600/5005] lr: 9.9034e-02 eta: 9:58:18 time: 0.0627 data_time: 0.0009 memory: 1152 loss: 2.7863 2022/11/28 12:06:17 - mmengine - INFO - Epoch(train) [8][2700/5005] lr: 9.9029e-02 eta: 9:58:11 time: 0.0633 data_time: 0.0009 memory: 1152 loss: 2.6905 2022/11/28 12:06:24 - mmengine - INFO - Epoch(train) [8][2800/5005] lr: 9.9024e-02 eta: 9:58:04 time: 0.0632 data_time: 0.0009 memory: 1152 loss: 2.7142 2022/11/28 12:06:30 - mmengine - INFO - Epoch(train) [8][2900/5005] lr: 9.9019e-02 eta: 9:57:58 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.7592 2022/11/28 12:06:34 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:06:37 - mmengine - INFO - Epoch(train) [8][3000/5005] lr: 9.9014e-02 eta: 9:57:53 time: 0.0706 data_time: 0.0008 memory: 1152 loss: 2.9624 2022/11/28 12:06:43 - mmengine - INFO - Epoch(train) [8][3100/5005] lr: 9.9009e-02 eta: 9:57:49 time: 0.0733 data_time: 0.0009 memory: 1152 loss: 2.4439 2022/11/28 12:06:50 - mmengine - INFO - Epoch(train) [8][3200/5005] lr: 9.9003e-02 eta: 9:57:44 time: 0.0630 data_time: 0.0009 memory: 1152 loss: 2.7248 2022/11/28 12:06:56 - mmengine - INFO - Epoch(train) [8][3300/5005] lr: 9.8998e-02 eta: 9:57:38 time: 0.0637 data_time: 0.0009 memory: 1152 loss: 2.5996 2022/11/28 12:07:02 - mmengine - INFO - Epoch(train) [8][3400/5005] lr: 9.8993e-02 eta: 9:57:30 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.5543 2022/11/28 12:07:09 - mmengine - INFO - Epoch(train) [8][3500/5005] lr: 9.8988e-02 eta: 9:57:23 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.4135 2022/11/28 12:07:15 - mmengine - INFO - Epoch(train) [8][3600/5005] lr: 9.8983e-02 eta: 9:57:16 time: 0.0635 data_time: 0.0009 memory: 1152 loss: 2.6658 2022/11/28 12:07:21 - mmengine - INFO - Epoch(train) [8][3700/5005] lr: 9.8977e-02 eta: 9:57:08 time: 0.0636 data_time: 0.0009 memory: 1152 loss: 2.5876 2022/11/28 12:07:28 - mmengine - INFO - Epoch(train) [8][3800/5005] lr: 9.8972e-02 eta: 9:57:02 time: 0.0633 data_time: 0.0009 memory: 1152 loss: 2.6513 2022/11/28 12:07:34 - mmengine - INFO - Epoch(train) [8][3900/5005] lr: 9.8967e-02 eta: 9:56:54 time: 0.0628 data_time: 0.0008 memory: 1152 loss: 2.8343 2022/11/28 12:07:38 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:07:41 - mmengine - INFO - Epoch(train) [8][4000/5005] lr: 9.8961e-02 eta: 9:56:49 time: 0.0633 data_time: 0.0008 memory: 1152 loss: 2.6435 2022/11/28 12:07:47 - mmengine - INFO - Epoch(train) [8][4100/5005] lr: 9.8956e-02 eta: 9:56:47 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.7240 2022/11/28 12:07:54 - mmengine - INFO - Epoch(train) [8][4200/5005] lr: 9.8951e-02 eta: 9:56:42 time: 0.0625 data_time: 0.0010 memory: 1152 loss: 2.7128 2022/11/28 12:08:00 - mmengine - INFO - Epoch(train) [8][4300/5005] lr: 9.8945e-02 eta: 9:56:35 time: 0.0634 data_time: 0.0009 memory: 1152 loss: 2.8086 2022/11/28 12:08:06 - mmengine - INFO - Epoch(train) [8][4400/5005] lr: 9.8940e-02 eta: 9:56:28 time: 0.0629 data_time: 0.0008 memory: 1152 loss: 2.6499 2022/11/28 12:08:13 - mmengine - INFO - Epoch(train) [8][4500/5005] lr: 9.8935e-02 eta: 9:56:21 time: 0.0639 data_time: 0.0010 memory: 1152 loss: 2.6602 2022/11/28 12:08:19 - mmengine - INFO - Epoch(train) [8][4600/5005] lr: 9.8929e-02 eta: 9:56:14 time: 0.0641 data_time: 0.0009 memory: 1152 loss: 2.4971 2022/11/28 12:08:26 - mmengine - INFO - Epoch(train) [8][4700/5005] lr: 9.8924e-02 eta: 9:56:08 time: 0.0632 data_time: 0.0009 memory: 1152 loss: 2.4583 2022/11/28 12:08:32 - mmengine - INFO - Epoch(train) [8][4800/5005] lr: 9.8919e-02 eta: 9:56:02 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.4402 2022/11/28 12:08:38 - mmengine - INFO - Epoch(train) [8][4900/5005] lr: 9.8913e-02 eta: 9:55:55 time: 0.0636 data_time: 0.0009 memory: 1152 loss: 2.9432 2022/11/28 12:08:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:08:45 - mmengine - INFO - Epoch(train) [8][5000/5005] lr: 9.8908e-02 eta: 9:55:50 time: 0.0646 data_time: 0.0018 memory: 1152 loss: 2.7537 2022/11/28 12:08:45 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:08:45 - mmengine - INFO - Saving checkpoint at 8 epochs 2022/11/28 12:08:50 - mmengine - INFO - Epoch(val) [8][100/196] eta: 0:00:04 time: 0.0377 data_time: 0.0263 memory: 1152 2022/11/28 12:09:04 - mmengine - INFO - Epoch(val) [8][196/196] accuracy/top1: 47.1900 accuracy/top5: 73.1120 2022/11/28 12:09:10 - mmengine - INFO - Epoch(train) [9][ 100/5005] lr: 9.8902e-02 eta: 9:55:47 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.6900 2022/11/28 12:09:17 - mmengine - INFO - Epoch(train) [9][ 200/5005] lr: 9.8897e-02 eta: 9:55:40 time: 0.0638 data_time: 0.0009 memory: 1152 loss: 2.4936 2022/11/28 12:09:23 - mmengine - INFO - Epoch(train) [9][ 300/5005] lr: 9.8891e-02 eta: 9:55:33 time: 0.0631 data_time: 0.0010 memory: 1152 loss: 2.5282 2022/11/28 12:09:30 - mmengine - INFO - Epoch(train) [9][ 400/5005] lr: 9.8886e-02 eta: 9:55:26 time: 0.0632 data_time: 0.0008 memory: 1152 loss: 2.7084 2022/11/28 12:09:36 - mmengine - INFO - Epoch(train) [9][ 500/5005] lr: 9.8880e-02 eta: 9:55:21 time: 0.0628 data_time: 0.0009 memory: 1152 loss: 2.5457 2022/11/28 12:09:43 - mmengine - INFO - Epoch(train) [9][ 600/5005] lr: 9.8875e-02 eta: 9:55:17 time: 0.0636 data_time: 0.0008 memory: 1152 loss: 2.5648 2022/11/28 12:09:49 - mmengine - INFO - Epoch(train) [9][ 700/5005] lr: 9.8869e-02 eta: 9:55:11 time: 0.0632 data_time: 0.0010 memory: 1152 loss: 2.5536 2022/11/28 12:09:55 - mmengine - INFO - Epoch(train) [9][ 800/5005] lr: 9.8864e-02 eta: 9:55:04 time: 0.0627 data_time: 0.0009 memory: 1152 loss: 2.7752 2022/11/28 12:10:02 - mmengine - INFO - Epoch(train) [9][ 900/5005] lr: 9.8858e-02 eta: 9:54:57 time: 0.0628 data_time: 0.0009 memory: 1152 loss: 2.7256 2022/11/28 12:10:06 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:10:08 - mmengine - INFO - Epoch(train) [9][1000/5005] lr: 9.8852e-02 eta: 9:54:50 time: 0.0628 data_time: 0.0009 memory: 1152 loss: 2.8341 2022/11/28 12:10:14 - mmengine - INFO - Epoch(train) [9][1100/5005] lr: 9.8847e-02 eta: 9:54:42 time: 0.0632 data_time: 0.0008 memory: 1152 loss: 2.6847 2022/11/28 12:10:21 - mmengine - INFO - Epoch(train) [9][1200/5005] lr: 9.8841e-02 eta: 9:54:35 time: 0.0635 data_time: 0.0009 memory: 1152 loss: 2.7118 2022/11/28 12:10:27 - mmengine - INFO - Epoch(train) [9][1300/5005] lr: 9.8836e-02 eta: 9:54:28 time: 0.0647 data_time: 0.0010 memory: 1152 loss: 2.5610 2022/11/28 12:10:33 - mmengine - INFO - Epoch(train) [9][1400/5005] lr: 9.8830e-02 eta: 9:54:21 time: 0.0633 data_time: 0.0009 memory: 1152 loss: 2.4932 2022/11/28 12:10:40 - mmengine - INFO - Epoch(train) [9][1500/5005] lr: 9.8824e-02 eta: 9:54:17 time: 0.0632 data_time: 0.0009 memory: 1152 loss: 2.7425 2022/11/28 12:10:46 - mmengine - INFO - Epoch(train) [9][1600/5005] lr: 9.8819e-02 eta: 9:54:11 time: 0.0627 data_time: 0.0009 memory: 1152 loss: 2.6065 2022/11/28 12:10:53 - mmengine - INFO - Epoch(train) [9][1700/5005] lr: 9.8813e-02 eta: 9:54:05 time: 0.0627 data_time: 0.0008 memory: 1152 loss: 2.8193 2022/11/28 12:10:59 - mmengine - INFO - Epoch(train) [9][1800/5005] lr: 9.8807e-02 eta: 9:53:59 time: 0.0626 data_time: 0.0009 memory: 1152 loss: 2.2729 2022/11/28 12:11:06 - mmengine - INFO - Epoch(train) [9][1900/5005] lr: 9.8802e-02 eta: 9:53:52 time: 0.0643 data_time: 0.0009 memory: 1152 loss: 2.6148 2022/11/28 12:11:09 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:11:12 - mmengine - INFO - Epoch(train) [9][2000/5005] lr: 9.8796e-02 eta: 9:53:45 time: 0.0630 data_time: 0.0009 memory: 1152 loss: 2.6622 2022/11/28 12:11:18 - mmengine - INFO - Epoch(train) [9][2100/5005] lr: 9.8790e-02 eta: 9:53:38 time: 0.0635 data_time: 0.0008 memory: 1152 loss: 2.5944 2022/11/28 12:11:25 - mmengine - INFO - Epoch(train) [9][2200/5005] lr: 9.8785e-02 eta: 9:53:30 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.6066 2022/11/28 12:11:31 - mmengine - INFO - Epoch(train) [9][2300/5005] lr: 9.8779e-02 eta: 9:53:24 time: 0.0628 data_time: 0.0009 memory: 1152 loss: 2.5149 2022/11/28 12:11:37 - mmengine - INFO - Epoch(train) [9][2400/5005] lr: 9.8773e-02 eta: 9:53:17 time: 0.0647 data_time: 0.0008 memory: 1152 loss: 2.4123 2022/11/28 12:11:44 - mmengine - INFO - Epoch(train) [9][2500/5005] lr: 9.8767e-02 eta: 9:53:13 time: 0.0634 data_time: 0.0009 memory: 1152 loss: 2.6484 2022/11/28 12:11:51 - mmengine - INFO - Epoch(train) [9][2600/5005] lr: 9.8762e-02 eta: 9:53:10 time: 0.0707 data_time: 0.0009 memory: 1152 loss: 2.5686 2022/11/28 12:11:57 - mmengine - INFO - Epoch(train) [9][2700/5005] lr: 9.8756e-02 eta: 9:53:05 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.5585 2022/11/28 12:12:03 - mmengine - INFO - Epoch(train) [9][2800/5005] lr: 9.8750e-02 eta: 9:52:59 time: 0.0632 data_time: 0.0009 memory: 1152 loss: 2.5687 2022/11/28 12:12:10 - mmengine - INFO - Epoch(train) [9][2900/5005] lr: 9.8744e-02 eta: 9:52:52 time: 0.0628 data_time: 0.0012 memory: 1152 loss: 2.7049 2022/11/28 12:12:14 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:12:16 - mmengine - INFO - Epoch(train) [9][3000/5005] lr: 9.8738e-02 eta: 9:52:44 time: 0.0630 data_time: 0.0009 memory: 1152 loss: 2.4380 2022/11/28 12:12:22 - mmengine - INFO - Epoch(train) [9][3100/5005] lr: 9.8732e-02 eta: 9:52:37 time: 0.0630 data_time: 0.0009 memory: 1152 loss: 2.5521 2022/11/28 12:12:29 - mmengine - INFO - Epoch(train) [9][3200/5005] lr: 9.8727e-02 eta: 9:52:30 time: 0.0632 data_time: 0.0008 memory: 1152 loss: 2.7920 2022/11/28 12:12:35 - mmengine - INFO - Epoch(train) [9][3300/5005] lr: 9.8721e-02 eta: 9:52:23 time: 0.0633 data_time: 0.0009 memory: 1152 loss: 2.5418 2022/11/28 12:12:41 - mmengine - INFO - Epoch(train) [9][3400/5005] lr: 9.8715e-02 eta: 9:52:16 time: 0.0630 data_time: 0.0009 memory: 1152 loss: 2.7258 2022/11/28 12:12:48 - mmengine - INFO - Epoch(train) [9][3500/5005] lr: 9.8709e-02 eta: 9:52:10 time: 0.0628 data_time: 0.0009 memory: 1152 loss: 2.4419 2022/11/28 12:12:54 - mmengine - INFO - Epoch(train) [9][3600/5005] lr: 9.8703e-02 eta: 9:52:04 time: 0.0634 data_time: 0.0009 memory: 1152 loss: 2.7466 2022/11/28 12:13:01 - mmengine - INFO - Epoch(train) [9][3700/5005] lr: 9.8697e-02 eta: 9:51:59 time: 0.0634 data_time: 0.0009 memory: 1152 loss: 2.6033 2022/11/28 12:13:07 - mmengine - INFO - Epoch(train) [9][3800/5005] lr: 9.8691e-02 eta: 9:51:54 time: 0.0638 data_time: 0.0009 memory: 1152 loss: 2.5373 2022/11/28 12:13:14 - mmengine - INFO - Epoch(train) [9][3900/5005] lr: 9.8685e-02 eta: 9:51:49 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.6610 2022/11/28 12:13:18 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:13:20 - mmengine - INFO - Epoch(train) [9][4000/5005] lr: 9.8679e-02 eta: 9:51:41 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.7859 2022/11/28 12:13:26 - mmengine - INFO - Epoch(train) [9][4100/5005] lr: 9.8673e-02 eta: 9:51:34 time: 0.0628 data_time: 0.0009 memory: 1152 loss: 2.5770 2022/11/28 12:13:33 - mmengine - INFO - Epoch(train) [9][4200/5005] lr: 9.8667e-02 eta: 9:51:27 time: 0.0623 data_time: 0.0009 memory: 1152 loss: 2.9009 2022/11/28 12:13:39 - mmengine - INFO - Epoch(train) [9][4300/5005] lr: 9.8661e-02 eta: 9:51:20 time: 0.0648 data_time: 0.0009 memory: 1152 loss: 2.5374 2022/11/28 12:13:45 - mmengine - INFO - Epoch(train) [9][4400/5005] lr: 9.8655e-02 eta: 9:51:13 time: 0.0628 data_time: 0.0009 memory: 1152 loss: 2.6070 2022/11/28 12:13:52 - mmengine - INFO - Epoch(train) [9][4500/5005] lr: 9.8649e-02 eta: 9:51:09 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.5791 2022/11/28 12:13:59 - mmengine - INFO - Epoch(train) [9][4600/5005] lr: 9.8643e-02 eta: 9:51:04 time: 0.0634 data_time: 0.0009 memory: 1152 loss: 2.7952 2022/11/28 12:14:05 - mmengine - INFO - Epoch(train) [9][4700/5005] lr: 9.8637e-02 eta: 9:50:59 time: 0.0630 data_time: 0.0009 memory: 1152 loss: 2.3963 2022/11/28 12:14:12 - mmengine - INFO - Epoch(train) [9][4800/5005] lr: 9.8631e-02 eta: 9:50:53 time: 0.0630 data_time: 0.0009 memory: 1152 loss: 2.6919 2022/11/28 12:14:18 - mmengine - INFO - Epoch(train) [9][4900/5005] lr: 9.8625e-02 eta: 9:50:47 time: 0.0646 data_time: 0.0010 memory: 1152 loss: 2.6462 2022/11/28 12:14:22 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:14:24 - mmengine - INFO - Epoch(train) [9][5000/5005] lr: 9.8619e-02 eta: 9:50:40 time: 0.0632 data_time: 0.0019 memory: 1152 loss: 2.4936 2022/11/28 12:14:25 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:14:25 - mmengine - INFO - Saving checkpoint at 9 epochs 2022/11/28 12:14:29 - mmengine - INFO - Epoch(val) [9][100/196] eta: 0:00:03 time: 0.0371 data_time: 0.0263 memory: 1152 2022/11/28 12:14:42 - mmengine - INFO - Epoch(val) [9][196/196] accuracy/top1: 48.2740 accuracy/top5: 74.2000 2022/11/28 12:14:49 - mmengine - INFO - Epoch(train) [10][ 100/5005] lr: 9.8612e-02 eta: 9:50:37 time: 0.0635 data_time: 0.0009 memory: 1152 loss: 2.5745 2022/11/28 12:14:56 - mmengine - INFO - Epoch(train) [10][ 200/5005] lr: 9.8606e-02 eta: 9:50:31 time: 0.0625 data_time: 0.0010 memory: 1152 loss: 2.4069 2022/11/28 12:15:02 - mmengine - INFO - Epoch(train) [10][ 300/5005] lr: 9.8600e-02 eta: 9:50:24 time: 0.0634 data_time: 0.0011 memory: 1152 loss: 2.5845 2022/11/28 12:15:08 - mmengine - INFO - Epoch(train) [10][ 400/5005] lr: 9.8594e-02 eta: 9:50:18 time: 0.0634 data_time: 0.0012 memory: 1152 loss: 2.4330 2022/11/28 12:15:15 - mmengine - INFO - Epoch(train) [10][ 500/5005] lr: 9.8588e-02 eta: 9:50:11 time: 0.0634 data_time: 0.0009 memory: 1152 loss: 2.6584 2022/11/28 12:15:21 - mmengine - INFO - Epoch(train) [10][ 600/5005] lr: 9.8582e-02 eta: 9:50:05 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.5711 2022/11/28 12:15:28 - mmengine - INFO - Epoch(train) [10][ 700/5005] lr: 9.8575e-02 eta: 9:50:00 time: 0.0632 data_time: 0.0009 memory: 1152 loss: 2.6916 2022/11/28 12:15:34 - mmengine - INFO - Epoch(train) [10][ 800/5005] lr: 9.8569e-02 eta: 9:49:52 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.3643 2022/11/28 12:15:40 - mmengine - INFO - Epoch(train) [10][ 900/5005] lr: 9.8563e-02 eta: 9:49:45 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.4566 2022/11/28 12:15:44 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:15:47 - mmengine - INFO - Epoch(train) [10][1000/5005] lr: 9.8557e-02 eta: 9:49:40 time: 0.0640 data_time: 0.0009 memory: 1152 loss: 2.4280 2022/11/28 12:15:53 - mmengine - INFO - Epoch(train) [10][1100/5005] lr: 9.8551e-02 eta: 9:49:36 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.8492 2022/11/28 12:16:00 - mmengine - INFO - Epoch(train) [10][1200/5005] lr: 9.8544e-02 eta: 9:49:30 time: 0.0634 data_time: 0.0009 memory: 1152 loss: 2.5827 2022/11/28 12:16:06 - mmengine - INFO - Epoch(train) [10][1300/5005] lr: 9.8538e-02 eta: 9:49:25 time: 0.0621 data_time: 0.0009 memory: 1152 loss: 2.5812 2022/11/28 12:16:13 - mmengine - INFO - Epoch(train) [10][1400/5005] lr: 9.8532e-02 eta: 9:49:17 time: 0.0630 data_time: 0.0009 memory: 1152 loss: 2.7254 2022/11/28 12:16:19 - mmengine - INFO - Epoch(train) [10][1500/5005] lr: 9.8525e-02 eta: 9:49:10 time: 0.0624 data_time: 0.0009 memory: 1152 loss: 2.3988 2022/11/28 12:16:25 - mmengine - INFO - Epoch(train) [10][1600/5005] lr: 9.8519e-02 eta: 9:49:02 time: 0.0628 data_time: 0.0009 memory: 1152 loss: 2.5368 2022/11/28 12:16:32 - mmengine - INFO - Epoch(train) [10][1700/5005] lr: 9.8513e-02 eta: 9:48:56 time: 0.0634 data_time: 0.0009 memory: 1152 loss: 2.6751 2022/11/28 12:16:38 - mmengine - INFO - Epoch(train) [10][1800/5005] lr: 9.8507e-02 eta: 9:48:50 time: 0.0627 data_time: 0.0009 memory: 1152 loss: 2.3826 2022/11/28 12:16:44 - mmengine - INFO - Epoch(train) [10][1900/5005] lr: 9.8500e-02 eta: 9:48:43 time: 0.0637 data_time: 0.0010 memory: 1152 loss: 2.6730 2022/11/28 12:16:48 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:16:51 - mmengine - INFO - Epoch(train) [10][2000/5005] lr: 9.8494e-02 eta: 9:48:38 time: 0.0635 data_time: 0.0009 memory: 1152 loss: 2.7519 2022/11/28 12:16:57 - mmengine - INFO - Epoch(train) [10][2100/5005] lr: 9.8487e-02 eta: 9:48:31 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.3912 2022/11/28 12:17:04 - mmengine - INFO - Epoch(train) [10][2200/5005] lr: 9.8481e-02 eta: 9:48:26 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.4194 2022/11/28 12:17:10 - mmengine - INFO - Epoch(train) [10][2300/5005] lr: 9.8475e-02 eta: 9:48:20 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.3867 2022/11/28 12:17:17 - mmengine - INFO - Epoch(train) [10][2400/5005] lr: 9.8468e-02 eta: 9:48:14 time: 0.0637 data_time: 0.0009 memory: 1152 loss: 2.7739 2022/11/28 12:17:23 - mmengine - INFO - Epoch(train) [10][2500/5005] lr: 9.8462e-02 eta: 9:48:07 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.8087 2022/11/28 12:17:29 - mmengine - INFO - Epoch(train) [10][2600/5005] lr: 9.8455e-02 eta: 9:48:00 time: 0.0626 data_time: 0.0010 memory: 1152 loss: 2.6859 2022/11/28 12:17:36 - mmengine - INFO - Epoch(train) [10][2700/5005] lr: 9.8449e-02 eta: 9:47:53 time: 0.0636 data_time: 0.0009 memory: 1152 loss: 2.5685 2022/11/28 12:17:42 - mmengine - INFO - Epoch(train) [10][2800/5005] lr: 9.8442e-02 eta: 9:47:47 time: 0.0681 data_time: 0.0009 memory: 1152 loss: 2.5244 2022/11/28 12:17:49 - mmengine - INFO - Epoch(train) [10][2900/5005] lr: 9.8436e-02 eta: 9:47:40 time: 0.0696 data_time: 0.0010 memory: 1152 loss: 2.6803 2022/11/28 12:17:52 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:17:55 - mmengine - INFO - Epoch(train) [10][3000/5005] lr: 9.8429e-02 eta: 9:47:35 time: 0.0646 data_time: 0.0010 memory: 1152 loss: 2.6740 2022/11/28 12:18:02 - mmengine - INFO - Epoch(train) [10][3100/5005] lr: 9.8423e-02 eta: 9:47:30 time: 0.0630 data_time: 0.0009 memory: 1152 loss: 2.3994 2022/11/28 12:18:08 - mmengine - INFO - Epoch(train) [10][3200/5005] lr: 9.8416e-02 eta: 9:47:23 time: 0.0636 data_time: 0.0009 memory: 1152 loss: 2.4696 2022/11/28 12:18:14 - mmengine - INFO - Epoch(train) [10][3300/5005] lr: 9.8410e-02 eta: 9:47:16 time: 0.0624 data_time: 0.0009 memory: 1152 loss: 2.6657 2022/11/28 12:18:21 - mmengine - INFO - Epoch(train) [10][3400/5005] lr: 9.8403e-02 eta: 9:47:10 time: 0.0635 data_time: 0.0009 memory: 1152 loss: 2.6713 2022/11/28 12:18:27 - mmengine - INFO - Epoch(train) [10][3500/5005] lr: 9.8397e-02 eta: 9:47:04 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.4567 2022/11/28 12:18:34 - mmengine - INFO - Epoch(train) [10][3600/5005] lr: 9.8390e-02 eta: 9:46:57 time: 0.0631 data_time: 0.0010 memory: 1152 loss: 2.4628 2022/11/28 12:18:40 - mmengine - INFO - Epoch(train) [10][3700/5005] lr: 9.8384e-02 eta: 9:46:50 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.4667 2022/11/28 12:18:46 - mmengine - INFO - Epoch(train) [10][3800/5005] lr: 9.8377e-02 eta: 9:46:43 time: 0.0636 data_time: 0.0009 memory: 1152 loss: 2.7611 2022/11/28 12:18:53 - mmengine - INFO - Epoch(train) [10][3900/5005] lr: 9.8370e-02 eta: 9:46:38 time: 0.0633 data_time: 0.0009 memory: 1152 loss: 2.5459 2022/11/28 12:18:56 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:18:59 - mmengine - INFO - Epoch(train) [10][4000/5005] lr: 9.8364e-02 eta: 9:46:34 time: 0.0724 data_time: 0.0009 memory: 1152 loss: 2.4686 2022/11/28 12:19:06 - mmengine - INFO - Epoch(train) [10][4100/5005] lr: 9.8357e-02 eta: 9:46:27 time: 0.0633 data_time: 0.0009 memory: 1152 loss: 2.5524 2022/11/28 12:19:12 - mmengine - INFO - Epoch(train) [10][4200/5005] lr: 9.8350e-02 eta: 9:46:20 time: 0.0637 data_time: 0.0009 memory: 1152 loss: 2.4634 2022/11/28 12:19:18 - mmengine - INFO - Epoch(train) [10][4300/5005] lr: 9.8344e-02 eta: 9:46:13 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.6550 2022/11/28 12:19:25 - mmengine - INFO - Epoch(train) [10][4400/5005] lr: 9.8337e-02 eta: 9:46:07 time: 0.0634 data_time: 0.0011 memory: 1152 loss: 2.3459 2022/11/28 12:19:31 - mmengine - INFO - Epoch(train) [10][4500/5005] lr: 9.8330e-02 eta: 9:46:01 time: 0.0687 data_time: 0.0011 memory: 1152 loss: 2.4509 2022/11/28 12:19:38 - mmengine - INFO - Epoch(train) [10][4600/5005] lr: 9.8324e-02 eta: 9:45:54 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.5024 2022/11/28 12:19:44 - mmengine - INFO - Epoch(train) [10][4700/5005] lr: 9.8317e-02 eta: 9:45:47 time: 0.0635 data_time: 0.0009 memory: 1152 loss: 2.6013 2022/11/28 12:19:50 - mmengine - INFO - Epoch(train) [10][4800/5005] lr: 9.8310e-02 eta: 9:45:41 time: 0.0732 data_time: 0.0009 memory: 1152 loss: 2.8214 2022/11/28 12:19:57 - mmengine - INFO - Epoch(train) [10][4900/5005] lr: 9.8303e-02 eta: 9:45:35 time: 0.0639 data_time: 0.0009 memory: 1152 loss: 2.4693 2022/11/28 12:20:00 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:20:03 - mmengine - INFO - Epoch(train) [10][5000/5005] lr: 9.8297e-02 eta: 9:45:29 time: 0.0629 data_time: 0.0018 memory: 1152 loss: 2.3591 2022/11/28 12:20:03 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:20:03 - mmengine - INFO - Saving checkpoint at 10 epochs 2022/11/28 12:20:08 - mmengine - INFO - Epoch(val) [10][100/196] eta: 0:00:03 time: 0.0371 data_time: 0.0256 memory: 1152 2022/11/28 12:20:22 - mmengine - INFO - Epoch(val) [10][196/196] accuracy/top1: 49.0200 accuracy/top5: 74.9880 2022/11/28 12:20:29 - mmengine - INFO - Epoch(train) [11][ 100/5005] lr: 9.8290e-02 eta: 9:45:27 time: 0.0633 data_time: 0.0009 memory: 1152 loss: 2.7811 2022/11/28 12:20:35 - mmengine - INFO - Epoch(train) [11][ 200/5005] lr: 9.8283e-02 eta: 9:45:20 time: 0.0634 data_time: 0.0010 memory: 1152 loss: 2.5302 2022/11/28 12:20:41 - mmengine - INFO - Epoch(train) [11][ 300/5005] lr: 9.8276e-02 eta: 9:45:14 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.4051 2022/11/28 12:20:48 - mmengine - INFO - Epoch(train) [11][ 400/5005] lr: 9.8269e-02 eta: 9:45:08 time: 0.0639 data_time: 0.0009 memory: 1152 loss: 2.4248 2022/11/28 12:20:54 - mmengine - INFO - Epoch(train) [11][ 500/5005] lr: 9.8262e-02 eta: 9:45:02 time: 0.0632 data_time: 0.0009 memory: 1152 loss: 2.5723 2022/11/28 12:21:01 - mmengine - INFO - Epoch(train) [11][ 600/5005] lr: 9.8256e-02 eta: 9:44:55 time: 0.0636 data_time: 0.0009 memory: 1152 loss: 2.4604 2022/11/28 12:21:07 - mmengine - INFO - Epoch(train) [11][ 700/5005] lr: 9.8249e-02 eta: 9:44:49 time: 0.0636 data_time: 0.0009 memory: 1152 loss: 2.8040 2022/11/28 12:21:13 - mmengine - INFO - Epoch(train) [11][ 800/5005] lr: 9.8242e-02 eta: 9:44:42 time: 0.0633 data_time: 0.0009 memory: 1152 loss: 2.5082 2022/11/28 12:21:20 - mmengine - INFO - Epoch(train) [11][ 900/5005] lr: 9.8235e-02 eta: 9:44:35 time: 0.0637 data_time: 0.0009 memory: 1152 loss: 2.6319 2022/11/28 12:21:23 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:21:26 - mmengine - INFO - Epoch(train) [11][1000/5005] lr: 9.8228e-02 eta: 9:44:29 time: 0.0635 data_time: 0.0010 memory: 1152 loss: 2.6120 2022/11/28 12:21:33 - mmengine - INFO - Epoch(train) [11][1100/5005] lr: 9.8221e-02 eta: 9:44:23 time: 0.0634 data_time: 0.0009 memory: 1152 loss: 2.5484 2022/11/28 12:21:39 - mmengine - INFO - Epoch(train) [11][1200/5005] lr: 9.8214e-02 eta: 9:44:19 time: 0.0705 data_time: 0.0009 memory: 1152 loss: 2.5531 2022/11/28 12:21:46 - mmengine - INFO - Epoch(train) [11][1300/5005] lr: 9.8207e-02 eta: 9:44:13 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.4853 2022/11/28 12:21:52 - mmengine - INFO - Epoch(train) [11][1400/5005] lr: 9.8200e-02 eta: 9:44:08 time: 0.0637 data_time: 0.0009 memory: 1152 loss: 2.7242 2022/11/28 12:21:59 - mmengine - INFO - Epoch(train) [11][1500/5005] lr: 9.8193e-02 eta: 9:44:01 time: 0.0635 data_time: 0.0009 memory: 1152 loss: 2.6350 2022/11/28 12:22:05 - mmengine - INFO - Epoch(train) [11][1600/5005] lr: 9.8186e-02 eta: 9:43:56 time: 0.0628 data_time: 0.0009 memory: 1152 loss: 2.6008 2022/11/28 12:22:11 - mmengine - INFO - Epoch(train) [11][1700/5005] lr: 9.8179e-02 eta: 9:43:49 time: 0.0630 data_time: 0.0010 memory: 1152 loss: 2.6374 2022/11/28 12:22:18 - mmengine - INFO - Epoch(train) [11][1800/5005] lr: 9.8172e-02 eta: 9:43:42 time: 0.0625 data_time: 0.0009 memory: 1152 loss: 2.2680 2022/11/28 12:22:24 - mmengine - INFO - Epoch(train) [11][1900/5005] lr: 9.8165e-02 eta: 9:43:35 time: 0.0628 data_time: 0.0009 memory: 1152 loss: 2.6894 2022/11/28 12:22:27 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:22:31 - mmengine - INFO - Epoch(train) [11][2000/5005] lr: 9.8158e-02 eta: 9:43:30 time: 0.0641 data_time: 0.0009 memory: 1152 loss: 2.5938 2022/11/28 12:22:37 - mmengine - INFO - Epoch(train) [11][2100/5005] lr: 9.8151e-02 eta: 9:43:24 time: 0.0648 data_time: 0.0014 memory: 1152 loss: 2.4965 2022/11/28 12:22:44 - mmengine - INFO - Epoch(train) [11][2200/5005] lr: 9.8144e-02 eta: 9:43:17 time: 0.0637 data_time: 0.0010 memory: 1152 loss: 2.3928 2022/11/28 12:22:50 - mmengine - INFO - Epoch(train) [11][2300/5005] lr: 9.8137e-02 eta: 9:43:13 time: 0.0646 data_time: 0.0010 memory: 1152 loss: 2.4157 2022/11/28 12:22:56 - mmengine - INFO - Epoch(train) [11][2400/5005] lr: 9.8130e-02 eta: 9:43:06 time: 0.0625 data_time: 0.0009 memory: 1152 loss: 2.7545 2022/11/28 12:23:03 - mmengine - INFO - Epoch(train) [11][2500/5005] lr: 9.8123e-02 eta: 9:42:59 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.4308 2022/11/28 12:23:09 - mmengine - INFO - Epoch(train) [11][2600/5005] lr: 9.8116e-02 eta: 9:42:55 time: 0.0636 data_time: 0.0009 memory: 1152 loss: 2.7587 2022/11/28 12:23:16 - mmengine - INFO - Epoch(train) [11][2700/5005] lr: 9.8109e-02 eta: 9:42:48 time: 0.0634 data_time: 0.0010 memory: 1152 loss: 2.5691 2022/11/28 12:23:22 - mmengine - INFO - Epoch(train) [11][2800/5005] lr: 9.8102e-02 eta: 9:42:41 time: 0.0632 data_time: 0.0009 memory: 1152 loss: 2.6542 2022/11/28 12:23:29 - mmengine - INFO - Epoch(train) [11][2900/5005] lr: 9.8095e-02 eta: 9:42:35 time: 0.0632 data_time: 0.0010 memory: 1152 loss: 2.6021 2022/11/28 12:23:32 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:23:35 - mmengine - INFO - Epoch(train) [11][3000/5005] lr: 9.8087e-02 eta: 9:42:29 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.4871 2022/11/28 12:23:41 - mmengine - INFO - Epoch(train) [11][3100/5005] lr: 9.8080e-02 eta: 9:42:23 time: 0.0634 data_time: 0.0009 memory: 1152 loss: 2.5724 2022/11/28 12:23:48 - mmengine - INFO - Epoch(train) [11][3200/5005] lr: 9.8073e-02 eta: 9:42:18 time: 0.0732 data_time: 0.0009 memory: 1152 loss: 2.6369 2022/11/28 12:23:54 - mmengine - INFO - Epoch(train) [11][3300/5005] lr: 9.8066e-02 eta: 9:42:12 time: 0.0633 data_time: 0.0009 memory: 1152 loss: 2.3515 2022/11/28 12:24:01 - mmengine - INFO - Epoch(train) [11][3400/5005] lr: 9.8059e-02 eta: 9:42:05 time: 0.0635 data_time: 0.0012 memory: 1152 loss: 2.6042 2022/11/28 12:24:07 - mmengine - INFO - Epoch(train) [11][3500/5005] lr: 9.8051e-02 eta: 9:42:00 time: 0.0626 data_time: 0.0009 memory: 1152 loss: 2.5946 2022/11/28 12:24:14 - mmengine - INFO - Epoch(train) [11][3600/5005] lr: 9.8044e-02 eta: 9:41:53 time: 0.0631 data_time: 0.0011 memory: 1152 loss: 2.5048 2022/11/28 12:24:20 - mmengine - INFO - Epoch(train) [11][3700/5005] lr: 9.8037e-02 eta: 9:41:47 time: 0.0633 data_time: 0.0009 memory: 1152 loss: 2.5453 2022/11/28 12:24:26 - mmengine - INFO - Epoch(train) [11][3800/5005] lr: 9.8030e-02 eta: 9:41:40 time: 0.0636 data_time: 0.0009 memory: 1152 loss: 2.6124 2022/11/28 12:24:33 - mmengine - INFO - Epoch(train) [11][3900/5005] lr: 9.8022e-02 eta: 9:41:34 time: 0.0723 data_time: 0.0010 memory: 1152 loss: 2.4617 2022/11/28 12:24:36 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:24:39 - mmengine - INFO - Epoch(train) [11][4000/5005] lr: 9.8015e-02 eta: 9:41:26 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.5626 2022/11/28 12:24:46 - mmengine - INFO - Epoch(train) [11][4100/5005] lr: 9.8008e-02 eta: 9:41:21 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.5128 2022/11/28 12:24:52 - mmengine - INFO - Epoch(train) [11][4200/5005] lr: 9.8000e-02 eta: 9:41:16 time: 0.0710 data_time: 0.0011 memory: 1152 loss: 2.4047 2022/11/28 12:24:59 - mmengine - INFO - Epoch(train) [11][4300/5005] lr: 9.7993e-02 eta: 9:41:10 time: 0.0633 data_time: 0.0011 memory: 1152 loss: 2.3648 2022/11/28 12:25:05 - mmengine - INFO - Epoch(train) [11][4400/5005] lr: 9.7986e-02 eta: 9:41:04 time: 0.0712 data_time: 0.0009 memory: 1152 loss: 2.5171 2022/11/28 12:25:11 - mmengine - INFO - Epoch(train) [11][4500/5005] lr: 9.7978e-02 eta: 9:40:57 time: 0.0640 data_time: 0.0009 memory: 1152 loss: 2.3295 2022/11/28 12:25:18 - mmengine - INFO - Epoch(train) [11][4600/5005] lr: 9.7971e-02 eta: 9:40:51 time: 0.0640 data_time: 0.0009 memory: 1152 loss: 2.4521 2022/11/28 12:25:24 - mmengine - INFO - Epoch(train) [11][4700/5005] lr: 9.7964e-02 eta: 9:40:45 time: 0.0638 data_time: 0.0009 memory: 1152 loss: 2.3398 2022/11/28 12:25:31 - mmengine - INFO - Epoch(train) [11][4800/5005] lr: 9.7956e-02 eta: 9:40:38 time: 0.0630 data_time: 0.0009 memory: 1152 loss: 2.5284 2022/11/28 12:25:37 - mmengine - INFO - Epoch(train) [11][4900/5005] lr: 9.7949e-02 eta: 9:40:32 time: 0.0734 data_time: 0.0009 memory: 1152 loss: 2.4956 2022/11/28 12:25:40 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:25:44 - mmengine - INFO - Epoch(train) [11][5000/5005] lr: 9.7941e-02 eta: 9:40:26 time: 0.0648 data_time: 0.0019 memory: 1152 loss: 2.3476 2022/11/28 12:25:44 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:25:44 - mmengine - INFO - Saving checkpoint at 11 epochs 2022/11/28 12:25:49 - mmengine - INFO - Epoch(val) [11][100/196] eta: 0:00:03 time: 0.0392 data_time: 0.0274 memory: 1152 2022/11/28 12:26:02 - mmengine - INFO - Epoch(val) [11][196/196] accuracy/top1: 50.2380 accuracy/top5: 75.8700 2022/11/28 12:26:09 - mmengine - INFO - Epoch(train) [12][ 100/5005] lr: 9.7934e-02 eta: 9:40:21 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.6736 2022/11/28 12:26:15 - mmengine - INFO - Epoch(train) [12][ 200/5005] lr: 9.7926e-02 eta: 9:40:18 time: 0.0633 data_time: 0.0009 memory: 1152 loss: 2.2477 2022/11/28 12:26:22 - mmengine - INFO - Epoch(train) [12][ 300/5005] lr: 9.7919e-02 eta: 9:40:12 time: 0.0635 data_time: 0.0009 memory: 1152 loss: 2.7028 2022/11/28 12:26:28 - mmengine - INFO - Epoch(train) [12][ 400/5005] lr: 9.7911e-02 eta: 9:40:05 time: 0.0638 data_time: 0.0009 memory: 1152 loss: 2.8302 2022/11/28 12:26:35 - mmengine - INFO - Epoch(train) [12][ 500/5005] lr: 9.7904e-02 eta: 9:39:58 time: 0.0638 data_time: 0.0009 memory: 1152 loss: 2.3204 2022/11/28 12:26:41 - mmengine - INFO - Epoch(train) [12][ 600/5005] lr: 9.7896e-02 eta: 9:39:52 time: 0.0636 data_time: 0.0009 memory: 1152 loss: 2.4396 2022/11/28 12:26:47 - mmengine - INFO - Epoch(train) [12][ 700/5005] lr: 9.7889e-02 eta: 9:39:47 time: 0.0640 data_time: 0.0009 memory: 1152 loss: 2.4659 2022/11/28 12:26:54 - mmengine - INFO - Epoch(train) [12][ 800/5005] lr: 9.7881e-02 eta: 9:39:42 time: 0.0737 data_time: 0.0009 memory: 1152 loss: 2.5126 2022/11/28 12:27:00 - mmengine - INFO - Epoch(train) [12][ 900/5005] lr: 9.7874e-02 eta: 9:39:35 time: 0.0639 data_time: 0.0010 memory: 1152 loss: 2.6450 2022/11/28 12:27:03 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:27:07 - mmengine - INFO - Epoch(train) [12][1000/5005] lr: 9.7866e-02 eta: 9:39:28 time: 0.0683 data_time: 0.0009 memory: 1152 loss: 2.6015 2022/11/28 12:27:13 - mmengine - INFO - Epoch(train) [12][1100/5005] lr: 9.7859e-02 eta: 9:39:23 time: 0.0633 data_time: 0.0009 memory: 1152 loss: 2.2782 2022/11/28 12:27:20 - mmengine - INFO - Epoch(train) [12][1200/5005] lr: 9.7851e-02 eta: 9:39:17 time: 0.0780 data_time: 0.0010 memory: 1152 loss: 2.7902 2022/11/28 12:27:26 - mmengine - INFO - Epoch(train) [12][1300/5005] lr: 9.7843e-02 eta: 9:39:10 time: 0.0632 data_time: 0.0009 memory: 1152 loss: 2.7938 2022/11/28 12:27:33 - mmengine - INFO - Epoch(train) [12][1400/5005] lr: 9.7836e-02 eta: 9:39:05 time: 0.0640 data_time: 0.0009 memory: 1152 loss: 2.4665 2022/11/28 12:27:39 - mmengine - INFO - Epoch(train) [12][1500/5005] lr: 9.7828e-02 eta: 9:38:58 time: 0.0637 data_time: 0.0010 memory: 1152 loss: 2.5477 2022/11/28 12:27:45 - mmengine - INFO - Epoch(train) [12][1600/5005] lr: 9.7821e-02 eta: 9:38:52 time: 0.0635 data_time: 0.0009 memory: 1152 loss: 2.5575 2022/11/28 12:27:52 - mmengine - INFO - Epoch(train) [12][1700/5005] lr: 9.7813e-02 eta: 9:38:46 time: 0.0639 data_time: 0.0010 memory: 1152 loss: 2.4428 2022/11/28 12:27:58 - mmengine - INFO - Epoch(train) [12][1800/5005] lr: 9.7805e-02 eta: 9:38:40 time: 0.0749 data_time: 0.0009 memory: 1152 loss: 2.3041 2022/11/28 12:28:05 - mmengine - INFO - Epoch(train) [12][1900/5005] lr: 9.7798e-02 eta: 9:38:34 time: 0.0632 data_time: 0.0009 memory: 1152 loss: 2.5179 2022/11/28 12:28:08 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:28:11 - mmengine - INFO - Epoch(train) [12][2000/5005] lr: 9.7790e-02 eta: 9:38:28 time: 0.0726 data_time: 0.0009 memory: 1152 loss: 2.5023 2022/11/28 12:28:18 - mmengine - INFO - Epoch(train) [12][2100/5005] lr: 9.7782e-02 eta: 9:38:22 time: 0.0635 data_time: 0.0009 memory: 1152 loss: 2.4394 2022/11/28 12:28:24 - mmengine - INFO - Epoch(train) [12][2200/5005] lr: 9.7774e-02 eta: 9:38:16 time: 0.0633 data_time: 0.0012 memory: 1152 loss: 2.3589 2022/11/28 12:28:30 - mmengine - INFO - Epoch(train) [12][2300/5005] lr: 9.7767e-02 eta: 9:38:09 time: 0.0647 data_time: 0.0010 memory: 1152 loss: 2.3215 2022/11/28 12:28:37 - mmengine - INFO - Epoch(train) [12][2400/5005] lr: 9.7759e-02 eta: 9:38:03 time: 0.0643 data_time: 0.0009 memory: 1152 loss: 2.4128 2022/11/28 12:28:43 - mmengine - INFO - Epoch(train) [12][2500/5005] lr: 9.7751e-02 eta: 9:37:57 time: 0.0625 data_time: 0.0009 memory: 1152 loss: 2.5182 2022/11/28 12:28:50 - mmengine - INFO - Epoch(train) [12][2600/5005] lr: 9.7744e-02 eta: 9:37:50 time: 0.0634 data_time: 0.0009 memory: 1152 loss: 2.5512 2022/11/28 12:28:56 - mmengine - INFO - Epoch(train) [12][2700/5005] lr: 9.7736e-02 eta: 9:37:44 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.4719 2022/11/28 12:29:03 - mmengine - INFO - Epoch(train) [12][2800/5005] lr: 9.7728e-02 eta: 9:37:38 time: 0.0630 data_time: 0.0010 memory: 1152 loss: 2.4716 2022/11/28 12:29:09 - mmengine - INFO - Epoch(train) [12][2900/5005] lr: 9.7720e-02 eta: 9:37:32 time: 0.0633 data_time: 0.0009 memory: 1152 loss: 2.6073 2022/11/28 12:29:12 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:29:16 - mmengine - INFO - Epoch(train) [12][3000/5005] lr: 9.7712e-02 eta: 9:37:27 time: 0.0633 data_time: 0.0012 memory: 1152 loss: 2.6181 2022/11/28 12:29:22 - mmengine - INFO - Epoch(train) [12][3100/5005] lr: 9.7705e-02 eta: 9:37:20 time: 0.0631 data_time: 0.0013 memory: 1152 loss: 2.4719 2022/11/28 12:29:28 - mmengine - INFO - Epoch(train) [12][3200/5005] lr: 9.7697e-02 eta: 9:37:15 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.5106 2022/11/28 12:29:35 - mmengine - INFO - Epoch(train) [12][3300/5005] lr: 9.7689e-02 eta: 9:37:08 time: 0.0643 data_time: 0.0010 memory: 1152 loss: 2.4143 2022/11/28 12:29:41 - mmengine - INFO - Epoch(train) [12][3400/5005] lr: 9.7681e-02 eta: 9:37:01 time: 0.0627 data_time: 0.0011 memory: 1152 loss: 2.3406 2022/11/28 12:29:48 - mmengine - INFO - Epoch(train) [12][3500/5005] lr: 9.7673e-02 eta: 9:36:55 time: 0.0627 data_time: 0.0010 memory: 1152 loss: 2.6626 2022/11/28 12:29:54 - mmengine - INFO - Epoch(train) [12][3600/5005] lr: 9.7665e-02 eta: 9:36:48 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.5907 2022/11/28 12:30:00 - mmengine - INFO - Epoch(train) [12][3700/5005] lr: 9.7657e-02 eta: 9:36:43 time: 0.0715 data_time: 0.0009 memory: 1152 loss: 2.6392 2022/11/28 12:30:07 - mmengine - INFO - Epoch(train) [12][3800/5005] lr: 9.7649e-02 eta: 9:36:36 time: 0.0644 data_time: 0.0010 memory: 1152 loss: 2.5937 2022/11/28 12:30:13 - mmengine - INFO - Epoch(train) [12][3900/5005] lr: 9.7641e-02 eta: 9:36:30 time: 0.0634 data_time: 0.0009 memory: 1152 loss: 2.4317 2022/11/28 12:30:16 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:30:20 - mmengine - INFO - Epoch(train) [12][4000/5005] lr: 9.7633e-02 eta: 9:36:25 time: 0.0699 data_time: 0.0010 memory: 1152 loss: 2.3758 2022/11/28 12:30:26 - mmengine - INFO - Epoch(train) [12][4100/5005] lr: 9.7626e-02 eta: 9:36:19 time: 0.0632 data_time: 0.0009 memory: 1152 loss: 2.3576 2022/11/28 12:30:33 - mmengine - INFO - Epoch(train) [12][4200/5005] lr: 9.7618e-02 eta: 9:36:13 time: 0.0638 data_time: 0.0010 memory: 1152 loss: 2.3329 2022/11/28 12:30:39 - mmengine - INFO - Epoch(train) [12][4300/5005] lr: 9.7610e-02 eta: 9:36:06 time: 0.0637 data_time: 0.0009 memory: 1152 loss: 2.6492 2022/11/28 12:30:46 - mmengine - INFO - Epoch(train) [12][4400/5005] lr: 9.7602e-02 eta: 9:36:01 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.6233 2022/11/28 12:30:52 - mmengine - INFO - Epoch(train) [12][4500/5005] lr: 9.7594e-02 eta: 9:35:54 time: 0.0640 data_time: 0.0010 memory: 1152 loss: 2.5517 2022/11/28 12:30:58 - mmengine - INFO - Epoch(train) [12][4600/5005] lr: 9.7586e-02 eta: 9:35:48 time: 0.0639 data_time: 0.0009 memory: 1152 loss: 2.5468 2022/11/28 12:31:05 - mmengine - INFO - Epoch(train) [12][4700/5005] lr: 9.7577e-02 eta: 9:35:43 time: 0.0635 data_time: 0.0010 memory: 1152 loss: 2.6221 2022/11/28 12:31:11 - mmengine - INFO - Epoch(train) [12][4800/5005] lr: 9.7569e-02 eta: 9:35:36 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.6410 2022/11/28 12:31:18 - mmengine - INFO - Epoch(train) [12][4900/5005] lr: 9.7561e-02 eta: 9:35:29 time: 0.0638 data_time: 0.0009 memory: 1152 loss: 2.3559 2022/11/28 12:31:21 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:31:24 - mmengine - INFO - Epoch(train) [12][5000/5005] lr: 9.7553e-02 eta: 9:35:24 time: 0.0640 data_time: 0.0021 memory: 1152 loss: 2.4108 2022/11/28 12:31:25 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:31:25 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/11/28 12:31:29 - mmengine - INFO - Epoch(val) [12][100/196] eta: 0:00:04 time: 0.0392 data_time: 0.0281 memory: 1152 2022/11/28 12:31:42 - mmengine - INFO - Epoch(val) [12][196/196] accuracy/top1: 50.0020 accuracy/top5: 75.6260 2022/11/28 12:31:49 - mmengine - INFO - Epoch(train) [13][ 100/5005] lr: 9.7545e-02 eta: 9:35:21 time: 0.0628 data_time: 0.0013 memory: 1152 loss: 2.5804 2022/11/28 12:31:56 - mmengine - INFO - Epoch(train) [13][ 200/5005] lr: 9.7537e-02 eta: 9:35:14 time: 0.0634 data_time: 0.0010 memory: 1152 loss: 2.6852 2022/11/28 12:32:02 - mmengine - INFO - Epoch(train) [13][ 300/5005] lr: 9.7529e-02 eta: 9:35:07 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.4143 2022/11/28 12:32:08 - mmengine - INFO - Epoch(train) [13][ 400/5005] lr: 9.7520e-02 eta: 9:35:01 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.6098 2022/11/28 12:32:15 - mmengine - INFO - Epoch(train) [13][ 500/5005] lr: 9.7512e-02 eta: 9:34:55 time: 0.0632 data_time: 0.0010 memory: 1152 loss: 2.2416 2022/11/28 12:32:21 - mmengine - INFO - Epoch(train) [13][ 600/5005] lr: 9.7504e-02 eta: 9:34:50 time: 0.0637 data_time: 0.0009 memory: 1152 loss: 2.2942 2022/11/28 12:32:28 - mmengine - INFO - Epoch(train) [13][ 700/5005] lr: 9.7496e-02 eta: 9:34:43 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.4708 2022/11/28 12:32:34 - mmengine - INFO - Epoch(train) [13][ 800/5005] lr: 9.7488e-02 eta: 9:34:37 time: 0.0632 data_time: 0.0010 memory: 1152 loss: 2.6258 2022/11/28 12:32:41 - mmengine - INFO - Epoch(train) [13][ 900/5005] lr: 9.7480e-02 eta: 9:34:30 time: 0.0628 data_time: 0.0009 memory: 1152 loss: 2.6490 2022/11/28 12:32:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:32:47 - mmengine - INFO - Epoch(train) [13][1000/5005] lr: 9.7471e-02 eta: 9:34:23 time: 0.0631 data_time: 0.0011 memory: 1152 loss: 2.3327 2022/11/28 12:32:54 - mmengine - INFO - Epoch(train) [13][1100/5005] lr: 9.7463e-02 eta: 9:34:17 time: 0.0625 data_time: 0.0010 memory: 1152 loss: 2.2754 2022/11/28 12:33:00 - mmengine - INFO - Epoch(train) [13][1200/5005] lr: 9.7455e-02 eta: 9:34:11 time: 0.0637 data_time: 0.0010 memory: 1152 loss: 2.4941 2022/11/28 12:33:06 - mmengine - INFO - Epoch(train) [13][1300/5005] lr: 9.7447e-02 eta: 9:34:05 time: 0.0639 data_time: 0.0009 memory: 1152 loss: 2.4203 2022/11/28 12:33:13 - mmengine - INFO - Epoch(train) [13][1400/5005] lr: 9.7438e-02 eta: 9:33:59 time: 0.0632 data_time: 0.0009 memory: 1152 loss: 2.4915 2022/11/28 12:33:19 - mmengine - INFO - Epoch(train) [13][1500/5005] lr: 9.7430e-02 eta: 9:33:54 time: 0.0634 data_time: 0.0010 memory: 1152 loss: 2.4786 2022/11/28 12:33:26 - mmengine - INFO - Epoch(train) [13][1600/5005] lr: 9.7422e-02 eta: 9:33:48 time: 0.0632 data_time: 0.0011 memory: 1152 loss: 2.7793 2022/11/28 12:33:32 - mmengine - INFO - Epoch(train) [13][1700/5005] lr: 9.7414e-02 eta: 9:33:42 time: 0.0632 data_time: 0.0009 memory: 1152 loss: 2.4436 2022/11/28 12:33:39 - mmengine - INFO - Epoch(train) [13][1800/5005] lr: 9.7405e-02 eta: 9:33:35 time: 0.0629 data_time: 0.0009 memory: 1152 loss: 2.5025 2022/11/28 12:33:45 - mmengine - INFO - Epoch(train) [13][1900/5005] lr: 9.7397e-02 eta: 9:33:29 time: 0.0784 data_time: 0.0010 memory: 1152 loss: 2.3517 2022/11/28 12:33:48 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:33:52 - mmengine - INFO - Epoch(train) [13][2000/5005] lr: 9.7389e-02 eta: 9:33:23 time: 0.0634 data_time: 0.0009 memory: 1152 loss: 2.6312 2022/11/28 12:33:58 - mmengine - INFO - Epoch(train) [13][2100/5005] lr: 9.7380e-02 eta: 9:33:17 time: 0.0634 data_time: 0.0010 memory: 1152 loss: 2.4353 2022/11/28 12:34:05 - mmengine - INFO - Epoch(train) [13][2200/5005] lr: 9.7372e-02 eta: 9:33:12 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.6072 2022/11/28 12:34:11 - mmengine - INFO - Epoch(train) [13][2300/5005] lr: 9.7364e-02 eta: 9:33:05 time: 0.0627 data_time: 0.0009 memory: 1152 loss: 2.3034 2022/11/28 12:34:18 - mmengine - INFO - Epoch(train) [13][2400/5005] lr: 9.7355e-02 eta: 9:32:59 time: 0.0637 data_time: 0.0009 memory: 1152 loss: 2.6860 2022/11/28 12:34:24 - mmengine - INFO - Epoch(train) [13][2500/5005] lr: 9.7347e-02 eta: 9:32:53 time: 0.0630 data_time: 0.0010 memory: 1152 loss: 2.4440 2022/11/28 12:34:30 - mmengine - INFO - Epoch(train) [13][2600/5005] lr: 9.7338e-02 eta: 9:32:47 time: 0.0627 data_time: 0.0010 memory: 1152 loss: 2.1950 2022/11/28 12:34:37 - mmengine - INFO - Epoch(train) [13][2700/5005] lr: 9.7330e-02 eta: 9:32:40 time: 0.0628 data_time: 0.0010 memory: 1152 loss: 2.4689 2022/11/28 12:34:43 - mmengine - INFO - Epoch(train) [13][2800/5005] lr: 9.7322e-02 eta: 9:32:35 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.2743 2022/11/28 12:34:50 - mmengine - INFO - Epoch(train) [13][2900/5005] lr: 9.7313e-02 eta: 9:32:28 time: 0.0630 data_time: 0.0009 memory: 1152 loss: 2.4769 2022/11/28 12:34:52 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:34:56 - mmengine - INFO - Epoch(train) [13][3000/5005] lr: 9.7305e-02 eta: 9:32:21 time: 0.0636 data_time: 0.0010 memory: 1152 loss: 2.4882 2022/11/28 12:35:03 - mmengine - INFO - Epoch(train) [13][3100/5005] lr: 9.7296e-02 eta: 9:32:16 time: 0.0641 data_time: 0.0010 memory: 1152 loss: 2.5435 2022/11/28 12:35:09 - mmengine - INFO - Epoch(train) [13][3200/5005] lr: 9.7288e-02 eta: 9:32:09 time: 0.0629 data_time: 0.0010 memory: 1152 loss: 2.6284 2022/11/28 12:35:15 - mmengine - INFO - Epoch(train) [13][3300/5005] lr: 9.7279e-02 eta: 9:32:02 time: 0.0632 data_time: 0.0009 memory: 1152 loss: 2.3847 2022/11/28 12:35:22 - mmengine - INFO - Epoch(train) [13][3400/5005] lr: 9.7271e-02 eta: 9:31:56 time: 0.0636 data_time: 0.0010 memory: 1152 loss: 2.4498 2022/11/28 12:35:28 - mmengine - INFO - Epoch(train) [13][3500/5005] lr: 9.7262e-02 eta: 9:31:51 time: 0.0631 data_time: 0.0010 memory: 1152 loss: 2.4855 2022/11/28 12:35:35 - mmengine - INFO - Epoch(train) [13][3600/5005] lr: 9.7254e-02 eta: 9:31:46 time: 0.0798 data_time: 0.0009 memory: 1152 loss: 2.6263 2022/11/28 12:35:41 - mmengine - INFO - Epoch(train) [13][3700/5005] lr: 9.7245e-02 eta: 9:31:40 time: 0.0627 data_time: 0.0010 memory: 1152 loss: 2.6281 2022/11/28 12:35:48 - mmengine - INFO - Epoch(train) [13][3800/5005] lr: 9.7236e-02 eta: 9:31:33 time: 0.0638 data_time: 0.0009 memory: 1152 loss: 2.3756 2022/11/28 12:35:54 - mmengine - INFO - Epoch(train) [13][3900/5005] lr: 9.7228e-02 eta: 9:31:27 time: 0.0649 data_time: 0.0012 memory: 1152 loss: 2.4595 2022/11/28 12:35:57 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:36:01 - mmengine - INFO - Epoch(train) [13][4000/5005] lr: 9.7219e-02 eta: 9:31:21 time: 0.0734 data_time: 0.0009 memory: 1152 loss: 2.5387 2022/11/28 12:36:07 - mmengine - INFO - Epoch(train) [13][4100/5005] lr: 9.7211e-02 eta: 9:31:15 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.5638 2022/11/28 12:36:13 - mmengine - INFO - Epoch(train) [13][4200/5005] lr: 9.7202e-02 eta: 9:31:08 time: 0.0631 data_time: 0.0009 memory: 1152 loss: 2.3331 2022/11/28 12:36:20 - mmengine - INFO - Epoch(train) [13][4300/5005] lr: 9.7193e-02 eta: 9:31:01 time: 0.0632 data_time: 0.0012 memory: 1152 loss: 2.2999 2022/11/28 12:36:26 - mmengine - INFO - Epoch(train) [13][4400/5005] lr: 9.7185e-02 eta: 9:30:55 time: 0.0652 data_time: 0.0010 memory: 1152 loss: 2.5000 2022/11/28 12:36:33 - mmengine - INFO - Epoch(train) [13][4500/5005] lr: 9.7176e-02 eta: 9:30:50 time: 0.0628 data_time: 0.0009 memory: 1152 loss: 2.5513 2022/11/28 12:36:39 - mmengine - INFO - Epoch(train) [13][4600/5005] lr: 9.7167e-02 eta: 9:30:44 time: 0.0637 data_time: 0.0009 memory: 1152 loss: 2.6641 2022/11/28 12:36:46 - mmengine - INFO - Epoch(train) [13][4700/5005] lr: 9.7159e-02 eta: 9:30:37 time: 0.0635 data_time: 0.0010 memory: 1152 loss: 2.5784 2022/11/28 12:36:52 - mmengine - INFO - Epoch(train) [13][4800/5005] lr: 9.7150e-02 eta: 9:30:31 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.3323 2022/11/28 12:36:58 - mmengine - INFO - Epoch(train) [13][4900/5005] lr: 9.7141e-02 eta: 9:30:24 time: 0.0634 data_time: 0.0009 memory: 1152 loss: 2.5259 2022/11/28 12:37:01 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:37:05 - mmengine - INFO - Epoch(train) [13][5000/5005] lr: 9.7133e-02 eta: 9:30:19 time: 0.0636 data_time: 0.0018 memory: 1152 loss: 2.4475 2022/11/28 12:37:05 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:37:05 - mmengine - INFO - Saving checkpoint at 13 epochs 2022/11/28 12:37:10 - mmengine - INFO - Epoch(val) [13][100/196] eta: 0:00:03 time: 0.0377 data_time: 0.0270 memory: 1152 2022/11/28 12:37:23 - mmengine - INFO - Epoch(val) [13][196/196] accuracy/top1: 50.6620 accuracy/top5: 75.9740 2022/11/28 12:37:30 - mmengine - INFO - Epoch(train) [14][ 100/5005] lr: 9.7123e-02 eta: 9:30:15 time: 0.0638 data_time: 0.0010 memory: 1152 loss: 2.4993 2022/11/28 12:37:36 - mmengine - INFO - Epoch(train) [14][ 200/5005] lr: 9.7115e-02 eta: 9:30:09 time: 0.0643 data_time: 0.0009 memory: 1152 loss: 2.4661 2022/11/28 12:37:43 - mmengine - INFO - Epoch(train) [14][ 300/5005] lr: 9.7106e-02 eta: 9:30:02 time: 0.0637 data_time: 0.0010 memory: 1152 loss: 2.4245 2022/11/28 12:37:49 - mmengine - INFO - Epoch(train) [14][ 400/5005] lr: 9.7097e-02 eta: 9:29:56 time: 0.0643 data_time: 0.0009 memory: 1152 loss: 2.5807 2022/11/28 12:37:56 - mmengine - INFO - Epoch(train) [14][ 500/5005] lr: 9.7088e-02 eta: 9:29:51 time: 0.0629 data_time: 0.0010 memory: 1152 loss: 2.5174 2022/11/28 12:38:02 - mmengine - INFO - Epoch(train) [14][ 600/5005] lr: 9.7080e-02 eta: 9:29:45 time: 0.0646 data_time: 0.0010 memory: 1152 loss: 2.4544 2022/11/28 12:38:09 - mmengine - INFO - Epoch(train) [14][ 700/5005] lr: 9.7071e-02 eta: 9:29:39 time: 0.0631 data_time: 0.0010 memory: 1152 loss: 2.4368 2022/11/28 12:38:15 - mmengine - INFO - Epoch(train) [14][ 800/5005] lr: 9.7062e-02 eta: 9:29:32 time: 0.0629 data_time: 0.0010 memory: 1152 loss: 2.7509 2022/11/28 12:38:21 - mmengine - INFO - Epoch(train) [14][ 900/5005] lr: 9.7053e-02 eta: 9:29:25 time: 0.0634 data_time: 0.0010 memory: 1152 loss: 2.2736 2022/11/28 12:38:24 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:38:28 - mmengine - INFO - Epoch(train) [14][1000/5005] lr: 9.7044e-02 eta: 9:29:19 time: 0.0639 data_time: 0.0009 memory: 1152 loss: 2.5548 2022/11/28 12:38:34 - mmengine - INFO - Epoch(train) [14][1100/5005] lr: 9.7035e-02 eta: 9:29:13 time: 0.0640 data_time: 0.0010 memory: 1152 loss: 2.3262 2022/11/28 12:38:41 - mmengine - INFO - Epoch(train) [14][1200/5005] lr: 9.7026e-02 eta: 9:29:06 time: 0.0632 data_time: 0.0010 memory: 1152 loss: 2.4998 2022/11/28 12:38:47 - mmengine - INFO - Epoch(train) [14][1300/5005] lr: 9.7018e-02 eta: 9:29:01 time: 0.0632 data_time: 0.0010 memory: 1152 loss: 2.4412 2022/11/28 12:38:54 - mmengine - INFO - Epoch(train) [14][1400/5005] lr: 9.7009e-02 eta: 9:28:54 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.3458 2022/11/28 12:39:00 - mmengine - INFO - Epoch(train) [14][1500/5005] lr: 9.7000e-02 eta: 9:28:48 time: 0.0629 data_time: 0.0013 memory: 1152 loss: 2.6504 2022/11/28 12:39:07 - mmengine - INFO - Epoch(train) [14][1600/5005] lr: 9.6991e-02 eta: 9:28:42 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.5123 2022/11/28 12:39:13 - mmengine - INFO - Epoch(train) [14][1700/5005] lr: 9.6982e-02 eta: 9:28:36 time: 0.0645 data_time: 0.0009 memory: 1152 loss: 2.3859 2022/11/28 12:39:19 - mmengine - INFO - Epoch(train) [14][1800/5005] lr: 9.6973e-02 eta: 9:28:29 time: 0.0640 data_time: 0.0010 memory: 1152 loss: 2.3749 2022/11/28 12:39:26 - mmengine - INFO - Epoch(train) [14][1900/5005] lr: 9.6964e-02 eta: 9:28:23 time: 0.0628 data_time: 0.0009 memory: 1152 loss: 2.5208 2022/11/28 12:39:28 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:39:32 - mmengine - INFO - Epoch(train) [14][2000/5005] lr: 9.6955e-02 eta: 9:28:17 time: 0.0634 data_time: 0.0010 memory: 1152 loss: 2.5524 2022/11/28 12:39:39 - mmengine - INFO - Epoch(train) [14][2100/5005] lr: 9.6946e-02 eta: 9:28:11 time: 0.0642 data_time: 0.0009 memory: 1152 loss: 2.4536 2022/11/28 12:39:45 - mmengine - INFO - Epoch(train) [14][2200/5005] lr: 9.6937e-02 eta: 9:28:04 time: 0.0642 data_time: 0.0010 memory: 1152 loss: 2.4824 2022/11/28 12:39:51 - mmengine - INFO - Epoch(train) [14][2300/5005] lr: 9.6928e-02 eta: 9:27:57 time: 0.0633 data_time: 0.0009 memory: 1152 loss: 2.4829 2022/11/28 12:39:58 - mmengine - INFO - Epoch(train) [14][2400/5005] lr: 9.6919e-02 eta: 9:27:51 time: 0.0688 data_time: 0.0009 memory: 1152 loss: 2.4882 2022/11/28 12:40:04 - mmengine - INFO - Epoch(train) [14][2500/5005] lr: 9.6910e-02 eta: 9:27:46 time: 0.0632 data_time: 0.0010 memory: 1152 loss: 2.4491 2022/11/28 12:40:11 - mmengine - INFO - Epoch(train) [14][2600/5005] lr: 9.6901e-02 eta: 9:27:39 time: 0.0641 data_time: 0.0010 memory: 1152 loss: 2.2358 2022/11/28 12:40:17 - mmengine - INFO - Epoch(train) [14][2700/5005] lr: 9.6892e-02 eta: 9:27:32 time: 0.0634 data_time: 0.0010 memory: 1152 loss: 2.2699 2022/11/28 12:40:24 - mmengine - INFO - Epoch(train) [14][2800/5005] lr: 9.6883e-02 eta: 9:27:26 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.4335 2022/11/28 12:40:30 - mmengine - INFO - Epoch(train) [14][2900/5005] lr: 9.6874e-02 eta: 9:27:21 time: 0.0631 data_time: 0.0010 memory: 1152 loss: 2.5913 2022/11/28 12:40:32 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:40:37 - mmengine - INFO - Epoch(train) [14][3000/5005] lr: 9.6864e-02 eta: 9:27:15 time: 0.0713 data_time: 0.0010 memory: 1152 loss: 2.4991 2022/11/28 12:40:43 - mmengine - INFO - Epoch(train) [14][3100/5005] lr: 9.6855e-02 eta: 9:27:08 time: 0.0645 data_time: 0.0010 memory: 1152 loss: 2.5036 2022/11/28 12:40:49 - mmengine - INFO - Epoch(train) [14][3200/5005] lr: 9.6846e-02 eta: 9:27:01 time: 0.0648 data_time: 0.0010 memory: 1152 loss: 2.4713 2022/11/28 12:40:56 - mmengine - INFO - Epoch(train) [14][3300/5005] lr: 9.6837e-02 eta: 9:26:55 time: 0.0631 data_time: 0.0010 memory: 1152 loss: 2.4348 2022/11/28 12:41:02 - mmengine - INFO - Epoch(train) [14][3400/5005] lr: 9.6828e-02 eta: 9:26:49 time: 0.0713 data_time: 0.0010 memory: 1152 loss: 2.3442 2022/11/28 12:41:09 - mmengine - INFO - Epoch(train) [14][3500/5005] lr: 9.6819e-02 eta: 9:26:44 time: 0.0700 data_time: 0.0010 memory: 1152 loss: 2.4704 2022/11/28 12:41:15 - mmengine - INFO - Epoch(train) [14][3600/5005] lr: 9.6810e-02 eta: 9:26:38 time: 0.0633 data_time: 0.0009 memory: 1152 loss: 2.3700 2022/11/28 12:41:22 - mmengine - INFO - Epoch(train) [14][3700/5005] lr: 9.6800e-02 eta: 9:26:31 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.3601 2022/11/28 12:41:28 - mmengine - INFO - Epoch(train) [14][3800/5005] lr: 9.6791e-02 eta: 9:26:24 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.3497 2022/11/28 12:41:35 - mmengine - INFO - Epoch(train) [14][3900/5005] lr: 9.6782e-02 eta: 9:26:18 time: 0.0635 data_time: 0.0010 memory: 1152 loss: 2.7622 2022/11/28 12:41:37 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:41:41 - mmengine - INFO - Epoch(train) [14][4000/5005] lr: 9.6773e-02 eta: 9:26:12 time: 0.0710 data_time: 0.0010 memory: 1152 loss: 2.4864 2022/11/28 12:41:47 - mmengine - INFO - Epoch(train) [14][4100/5005] lr: 9.6763e-02 eta: 9:26:06 time: 0.0629 data_time: 0.0011 memory: 1152 loss: 2.4098 2022/11/28 12:41:54 - mmengine - INFO - Epoch(train) [14][4200/5005] lr: 9.6754e-02 eta: 9:25:59 time: 0.0635 data_time: 0.0010 memory: 1152 loss: 2.4395 2022/11/28 12:42:00 - mmengine - INFO - Epoch(train) [14][4300/5005] lr: 9.6745e-02 eta: 9:25:52 time: 0.0636 data_time: 0.0014 memory: 1152 loss: 2.3080 2022/11/28 12:42:07 - mmengine - INFO - Epoch(train) [14][4400/5005] lr: 9.6736e-02 eta: 9:25:46 time: 0.0636 data_time: 0.0010 memory: 1152 loss: 2.7549 2022/11/28 12:42:13 - mmengine - INFO - Epoch(train) [14][4500/5005] lr: 9.6726e-02 eta: 9:25:41 time: 0.0635 data_time: 0.0010 memory: 1152 loss: 2.5098 2022/11/28 12:42:20 - mmengine - INFO - Epoch(train) [14][4600/5005] lr: 9.6717e-02 eta: 9:25:35 time: 0.0634 data_time: 0.0011 memory: 1152 loss: 2.7565 2022/11/28 12:42:26 - mmengine - INFO - Epoch(train) [14][4700/5005] lr: 9.6708e-02 eta: 9:25:29 time: 0.0637 data_time: 0.0010 memory: 1152 loss: 2.3380 2022/11/28 12:42:33 - mmengine - INFO - Epoch(train) [14][4800/5005] lr: 9.6698e-02 eta: 9:25:23 time: 0.0648 data_time: 0.0010 memory: 1152 loss: 2.1809 2022/11/28 12:42:39 - mmengine - INFO - Epoch(train) [14][4900/5005] lr: 9.6689e-02 eta: 9:25:17 time: 0.0637 data_time: 0.0010 memory: 1152 loss: 2.2294 2022/11/28 12:42:41 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:42:46 - mmengine - INFO - Epoch(train) [14][5000/5005] lr: 9.6680e-02 eta: 9:25:11 time: 0.0720 data_time: 0.0020 memory: 1152 loss: 2.4709 2022/11/28 12:42:46 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:42:46 - mmengine - INFO - Saving checkpoint at 14 epochs 2022/11/28 12:42:51 - mmengine - INFO - Epoch(val) [14][100/196] eta: 0:00:03 time: 0.0372 data_time: 0.0259 memory: 1152 2022/11/28 12:43:04 - mmengine - INFO - Epoch(val) [14][196/196] accuracy/top1: 50.0600 accuracy/top5: 75.4920 2022/11/28 12:43:11 - mmengine - INFO - Epoch(train) [15][ 100/5005] lr: 9.6670e-02 eta: 9:25:06 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.4523 2022/11/28 12:43:17 - mmengine - INFO - Epoch(train) [15][ 200/5005] lr: 9.6660e-02 eta: 9:25:00 time: 0.0636 data_time: 0.0010 memory: 1152 loss: 2.3386 2022/11/28 12:43:23 - mmengine - INFO - Epoch(train) [15][ 300/5005] lr: 9.6651e-02 eta: 9:24:53 time: 0.0631 data_time: 0.0010 memory: 1152 loss: 2.2927 2022/11/28 12:43:30 - mmengine - INFO - Epoch(train) [15][ 400/5005] lr: 9.6642e-02 eta: 9:24:47 time: 0.0636 data_time: 0.0010 memory: 1152 loss: 2.8106 2022/11/28 12:43:36 - mmengine - INFO - Epoch(train) [15][ 500/5005] lr: 9.6632e-02 eta: 9:24:41 time: 0.0629 data_time: 0.0010 memory: 1152 loss: 2.3568 2022/11/28 12:43:43 - mmengine - INFO - Epoch(train) [15][ 600/5005] lr: 9.6623e-02 eta: 9:24:34 time: 0.0638 data_time: 0.0010 memory: 1152 loss: 2.4406 2022/11/28 12:43:49 - mmengine - INFO - Epoch(train) [15][ 700/5005] lr: 9.6613e-02 eta: 9:24:28 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.4247 2022/11/28 12:43:56 - mmengine - INFO - Epoch(train) [15][ 800/5005] lr: 9.6604e-02 eta: 9:24:22 time: 0.0638 data_time: 0.0010 memory: 1152 loss: 2.4295 2022/11/28 12:44:02 - mmengine - INFO - Epoch(train) [15][ 900/5005] lr: 9.6594e-02 eta: 9:24:15 time: 0.0630 data_time: 0.0010 memory: 1152 loss: 2.4522 2022/11/28 12:44:04 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:44:08 - mmengine - INFO - Epoch(train) [15][1000/5005] lr: 9.6585e-02 eta: 9:24:08 time: 0.0629 data_time: 0.0010 memory: 1152 loss: 2.2949 2022/11/28 12:44:15 - mmengine - INFO - Epoch(train) [15][1100/5005] lr: 9.6575e-02 eta: 9:24:02 time: 0.0787 data_time: 0.0010 memory: 1152 loss: 2.5362 2022/11/28 12:44:21 - mmengine - INFO - Epoch(train) [15][1200/5005] lr: 9.6566e-02 eta: 9:23:56 time: 0.0683 data_time: 0.0010 memory: 1152 loss: 2.5815 2022/11/28 12:44:28 - mmengine - INFO - Epoch(train) [15][1300/5005] lr: 9.6556e-02 eta: 9:23:50 time: 0.0653 data_time: 0.0012 memory: 1152 loss: 2.2829 2022/11/28 12:44:34 - mmengine - INFO - Epoch(train) [15][1400/5005] lr: 9.6547e-02 eta: 9:23:44 time: 0.0634 data_time: 0.0010 memory: 1152 loss: 2.6078 2022/11/28 12:44:41 - mmengine - INFO - Epoch(train) [15][1500/5005] lr: 9.6537e-02 eta: 9:23:38 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.3569 2022/11/28 12:44:47 - mmengine - INFO - Epoch(train) [15][1600/5005] lr: 9.6528e-02 eta: 9:23:32 time: 0.0632 data_time: 0.0010 memory: 1152 loss: 2.3473 2022/11/28 12:44:54 - mmengine - INFO - Epoch(train) [15][1700/5005] lr: 9.6518e-02 eta: 9:23:26 time: 0.0636 data_time: 0.0014 memory: 1152 loss: 2.3942 2022/11/28 12:45:00 - mmengine - INFO - Epoch(train) [15][1800/5005] lr: 9.6508e-02 eta: 9:23:20 time: 0.0640 data_time: 0.0013 memory: 1152 loss: 2.3611 2022/11/28 12:45:06 - mmengine - INFO - Epoch(train) [15][1900/5005] lr: 9.6499e-02 eta: 9:23:13 time: 0.0633 data_time: 0.0011 memory: 1152 loss: 2.2090 2022/11/28 12:45:08 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:45:13 - mmengine - INFO - Epoch(train) [15][2000/5005] lr: 9.6489e-02 eta: 9:23:06 time: 0.0631 data_time: 0.0010 memory: 1152 loss: 2.3926 2022/11/28 12:45:19 - mmengine - INFO - Epoch(train) [15][2100/5005] lr: 9.6479e-02 eta: 9:23:00 time: 0.0636 data_time: 0.0010 memory: 1152 loss: 2.4868 2022/11/28 12:45:26 - mmengine - INFO - Epoch(train) [15][2200/5005] lr: 9.6470e-02 eta: 9:22:55 time: 0.0631 data_time: 0.0010 memory: 1152 loss: 2.3500 2022/11/28 12:45:32 - mmengine - INFO - Epoch(train) [15][2300/5005] lr: 9.6460e-02 eta: 9:22:48 time: 0.0633 data_time: 0.0011 memory: 1152 loss: 2.5713 2022/11/28 12:45:39 - mmengine - INFO - Epoch(train) [15][2400/5005] lr: 9.6451e-02 eta: 9:22:42 time: 0.0656 data_time: 0.0010 memory: 1152 loss: 2.5824 2022/11/28 12:45:45 - mmengine - INFO - Epoch(train) [15][2500/5005] lr: 9.6441e-02 eta: 9:22:36 time: 0.0638 data_time: 0.0010 memory: 1152 loss: 2.5314 2022/11/28 12:45:51 - mmengine - INFO - Epoch(train) [15][2600/5005] lr: 9.6431e-02 eta: 9:22:30 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.2352 2022/11/28 12:45:58 - mmengine - INFO - Epoch(train) [15][2700/5005] lr: 9.6421e-02 eta: 9:22:23 time: 0.0629 data_time: 0.0010 memory: 1152 loss: 2.5195 2022/11/28 12:46:05 - mmengine - INFO - Epoch(train) [15][2800/5005] lr: 9.6412e-02 eta: 9:22:18 time: 0.0633 data_time: 0.0011 memory: 1152 loss: 2.3766 2022/11/28 12:46:11 - mmengine - INFO - Epoch(train) [15][2900/5005] lr: 9.6402e-02 eta: 9:22:12 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.4818 2022/11/28 12:46:13 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:46:17 - mmengine - INFO - Epoch(train) [15][3000/5005] lr: 9.6392e-02 eta: 9:22:05 time: 0.0635 data_time: 0.0010 memory: 1152 loss: 2.5449 2022/11/28 12:46:24 - mmengine - INFO - Epoch(train) [15][3100/5005] lr: 9.6382e-02 eta: 9:22:00 time: 0.0711 data_time: 0.0010 memory: 1152 loss: 2.3993 2022/11/28 12:46:31 - mmengine - INFO - Epoch(train) [15][3200/5005] lr: 9.6373e-02 eta: 9:21:55 time: 0.0645 data_time: 0.0010 memory: 1152 loss: 2.3565 2022/11/28 12:46:37 - mmengine - INFO - Epoch(train) [15][3300/5005] lr: 9.6363e-02 eta: 9:21:48 time: 0.0637 data_time: 0.0010 memory: 1152 loss: 2.4049 2022/11/28 12:46:43 - mmengine - INFO - Epoch(train) [15][3400/5005] lr: 9.6353e-02 eta: 9:21:41 time: 0.0628 data_time: 0.0015 memory: 1152 loss: 2.3352 2022/11/28 12:46:50 - mmengine - INFO - Epoch(train) [15][3500/5005] lr: 9.6343e-02 eta: 9:21:35 time: 0.0640 data_time: 0.0010 memory: 1152 loss: 2.3860 2022/11/28 12:46:56 - mmengine - INFO - Epoch(train) [15][3600/5005] lr: 9.6333e-02 eta: 9:21:29 time: 0.0640 data_time: 0.0010 memory: 1152 loss: 2.4814 2022/11/28 12:47:03 - mmengine - INFO - Epoch(train) [15][3700/5005] lr: 9.6324e-02 eta: 9:21:23 time: 0.0627 data_time: 0.0011 memory: 1152 loss: 2.2035 2022/11/28 12:47:09 - mmengine - INFO - Epoch(train) [15][3800/5005] lr: 9.6314e-02 eta: 9:21:16 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.4672 2022/11/28 12:47:15 - mmengine - INFO - Epoch(train) [15][3900/5005] lr: 9.6304e-02 eta: 9:21:10 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.4365 2022/11/28 12:47:17 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:47:22 - mmengine - INFO - Epoch(train) [15][4000/5005] lr: 9.6294e-02 eta: 9:21:03 time: 0.0629 data_time: 0.0010 memory: 1152 loss: 2.4531 2022/11/28 12:47:28 - mmengine - INFO - Epoch(train) [15][4100/5005] lr: 9.6284e-02 eta: 9:20:57 time: 0.0644 data_time: 0.0010 memory: 1152 loss: 2.5163 2022/11/28 12:47:35 - mmengine - INFO - Epoch(train) [15][4200/5005] lr: 9.6274e-02 eta: 9:20:51 time: 0.0637 data_time: 0.0010 memory: 1152 loss: 2.4270 2022/11/28 12:47:41 - mmengine - INFO - Epoch(train) [15][4300/5005] lr: 9.6264e-02 eta: 9:20:45 time: 0.0634 data_time: 0.0010 memory: 1152 loss: 2.4583 2022/11/28 12:47:48 - mmengine - INFO - Epoch(train) [15][4400/5005] lr: 9.6254e-02 eta: 9:20:38 time: 0.0636 data_time: 0.0010 memory: 1152 loss: 2.2562 2022/11/28 12:47:54 - mmengine - INFO - Epoch(train) [15][4500/5005] lr: 9.6244e-02 eta: 9:20:33 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.4626 2022/11/28 12:48:01 - mmengine - INFO - Epoch(train) [15][4600/5005] lr: 9.6235e-02 eta: 9:20:27 time: 0.0644 data_time: 0.0010 memory: 1152 loss: 2.3878 2022/11/28 12:48:07 - mmengine - INFO - Epoch(train) [15][4700/5005] lr: 9.6225e-02 eta: 9:20:20 time: 0.0638 data_time: 0.0013 memory: 1152 loss: 2.4299 2022/11/28 12:48:13 - mmengine - INFO - Epoch(train) [15][4800/5005] lr: 9.6215e-02 eta: 9:20:14 time: 0.0631 data_time: 0.0012 memory: 1152 loss: 2.4700 2022/11/28 12:48:20 - mmengine - INFO - Epoch(train) [15][4900/5005] lr: 9.6205e-02 eta: 9:20:08 time: 0.0631 data_time: 0.0010 memory: 1152 loss: 2.5856 2022/11/28 12:48:22 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:48:26 - mmengine - INFO - Epoch(train) [15][5000/5005] lr: 9.6195e-02 eta: 9:20:01 time: 0.0636 data_time: 0.0019 memory: 1152 loss: 2.1812 2022/11/28 12:48:27 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:48:27 - mmengine - INFO - Saving checkpoint at 15 epochs 2022/11/28 12:48:31 - mmengine - INFO - Epoch(val) [15][100/196] eta: 0:00:04 time: 0.0382 data_time: 0.0253 memory: 1152 2022/11/28 12:48:44 - mmengine - INFO - Epoch(val) [15][196/196] accuracy/top1: 52.0620 accuracy/top5: 77.1360 2022/11/28 12:48:51 - mmengine - INFO - Epoch(train) [16][ 100/5005] lr: 9.6184e-02 eta: 9:19:55 time: 0.0627 data_time: 0.0011 memory: 1152 loss: 2.2007 2022/11/28 12:48:57 - mmengine - INFO - Epoch(train) [16][ 200/5005] lr: 9.6174e-02 eta: 9:19:49 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.4907 2022/11/28 12:49:04 - mmengine - INFO - Epoch(train) [16][ 300/5005] lr: 9.6164e-02 eta: 9:19:43 time: 0.0642 data_time: 0.0010 memory: 1152 loss: 2.3871 2022/11/28 12:49:10 - mmengine - INFO - Epoch(train) [16][ 400/5005] lr: 9.6154e-02 eta: 9:19:37 time: 0.0650 data_time: 0.0010 memory: 1152 loss: 2.4555 2022/11/28 12:49:17 - mmengine - INFO - Epoch(train) [16][ 500/5005] lr: 9.6144e-02 eta: 9:19:30 time: 0.0639 data_time: 0.0010 memory: 1152 loss: 2.5580 2022/11/28 12:49:23 - mmengine - INFO - Epoch(train) [16][ 600/5005] lr: 9.6134e-02 eta: 9:19:25 time: 0.0634 data_time: 0.0012 memory: 1152 loss: 2.4609 2022/11/28 12:49:30 - mmengine - INFO - Epoch(train) [16][ 700/5005] lr: 9.6124e-02 eta: 9:19:19 time: 0.0726 data_time: 0.0011 memory: 1152 loss: 2.2640 2022/11/28 12:49:36 - mmengine - INFO - Epoch(train) [16][ 800/5005] lr: 9.6114e-02 eta: 9:19:12 time: 0.0632 data_time: 0.0010 memory: 1152 loss: 2.6733 2022/11/28 12:49:43 - mmengine - INFO - Epoch(train) [16][ 900/5005] lr: 9.6103e-02 eta: 9:19:06 time: 0.0635 data_time: 0.0010 memory: 1152 loss: 2.2756 2022/11/28 12:49:44 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:49:49 - mmengine - INFO - Epoch(train) [16][1000/5005] lr: 9.6093e-02 eta: 9:19:00 time: 0.0628 data_time: 0.0010 memory: 1152 loss: 2.4287 2022/11/28 12:49:56 - mmengine - INFO - Epoch(train) [16][1100/5005] lr: 9.6083e-02 eta: 9:18:53 time: 0.0631 data_time: 0.0010 memory: 1152 loss: 2.4905 2022/11/28 12:50:02 - mmengine - INFO - Epoch(train) [16][1200/5005] lr: 9.6073e-02 eta: 9:18:47 time: 0.0630 data_time: 0.0010 memory: 1152 loss: 2.5681 2022/11/28 12:50:09 - mmengine - INFO - Epoch(train) [16][1300/5005] lr: 9.6063e-02 eta: 9:18:41 time: 0.0631 data_time: 0.0012 memory: 1152 loss: 2.2904 2022/11/28 12:50:15 - mmengine - INFO - Epoch(train) [16][1400/5005] lr: 9.6053e-02 eta: 9:18:35 time: 0.0694 data_time: 0.0010 memory: 1152 loss: 2.5336 2022/11/28 12:50:21 - mmengine - INFO - Epoch(train) [16][1500/5005] lr: 9.6043e-02 eta: 9:18:28 time: 0.0632 data_time: 0.0012 memory: 1152 loss: 2.3996 2022/11/28 12:50:28 - mmengine - INFO - Epoch(train) [16][1600/5005] lr: 9.6032e-02 eta: 9:18:23 time: 0.0654 data_time: 0.0010 memory: 1152 loss: 2.4680 2022/11/28 12:50:34 - mmengine - INFO - Epoch(train) [16][1700/5005] lr: 9.6022e-02 eta: 9:18:16 time: 0.0627 data_time: 0.0010 memory: 1152 loss: 2.5556 2022/11/28 12:50:41 - mmengine - INFO - Epoch(train) [16][1800/5005] lr: 9.6012e-02 eta: 9:18:10 time: 0.0630 data_time: 0.0012 memory: 1152 loss: 2.4223 2022/11/28 12:50:47 - mmengine - INFO - Epoch(train) [16][1900/5005] lr: 9.6002e-02 eta: 9:18:03 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.2674 2022/11/28 12:50:49 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:50:54 - mmengine - INFO - Epoch(train) [16][2000/5005] lr: 9.5991e-02 eta: 9:17:57 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.4619 2022/11/28 12:51:00 - mmengine - INFO - Epoch(train) [16][2100/5005] lr: 9.5981e-02 eta: 9:17:51 time: 0.0631 data_time: 0.0011 memory: 1152 loss: 2.4438 2022/11/28 12:51:06 - mmengine - INFO - Epoch(train) [16][2200/5005] lr: 9.5971e-02 eta: 9:17:45 time: 0.0630 data_time: 0.0010 memory: 1152 loss: 2.5367 2022/11/28 12:51:13 - mmengine - INFO - Epoch(train) [16][2300/5005] lr: 9.5961e-02 eta: 9:17:38 time: 0.0634 data_time: 0.0010 memory: 1152 loss: 2.3430 2022/11/28 12:51:19 - mmengine - INFO - Epoch(train) [16][2400/5005] lr: 9.5950e-02 eta: 9:17:32 time: 0.0629 data_time: 0.0010 memory: 1152 loss: 2.2520 2022/11/28 12:51:26 - mmengine - INFO - Epoch(train) [16][2500/5005] lr: 9.5940e-02 eta: 9:17:26 time: 0.0651 data_time: 0.0011 memory: 1152 loss: 2.6169 2022/11/28 12:51:32 - mmengine - INFO - Epoch(train) [16][2600/5005] lr: 9.5930e-02 eta: 9:17:20 time: 0.0635 data_time: 0.0010 memory: 1152 loss: 2.4931 2022/11/28 12:51:39 - mmengine - INFO - Epoch(train) [16][2700/5005] lr: 9.5919e-02 eta: 9:17:13 time: 0.0645 data_time: 0.0010 memory: 1152 loss: 2.3314 2022/11/28 12:51:45 - mmengine - INFO - Epoch(train) [16][2800/5005] lr: 9.5909e-02 eta: 9:17:07 time: 0.0636 data_time: 0.0010 memory: 1152 loss: 2.3704 2022/11/28 12:51:52 - mmengine - INFO - Epoch(train) [16][2900/5005] lr: 9.5899e-02 eta: 9:17:01 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.5608 2022/11/28 12:51:53 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:51:58 - mmengine - INFO - Epoch(train) [16][3000/5005] lr: 9.5888e-02 eta: 9:16:55 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.3577 2022/11/28 12:52:04 - mmengine - INFO - Epoch(train) [16][3100/5005] lr: 9.5878e-02 eta: 9:16:48 time: 0.0636 data_time: 0.0010 memory: 1152 loss: 2.3980 2022/11/28 12:52:11 - mmengine - INFO - Epoch(train) [16][3200/5005] lr: 9.5867e-02 eta: 9:16:42 time: 0.0642 data_time: 0.0010 memory: 1152 loss: 2.2541 2022/11/28 12:52:17 - mmengine - INFO - Epoch(train) [16][3300/5005] lr: 9.5857e-02 eta: 9:16:35 time: 0.0636 data_time: 0.0010 memory: 1152 loss: 2.4302 2022/11/28 12:52:24 - mmengine - INFO - Epoch(train) [16][3400/5005] lr: 9.5847e-02 eta: 9:16:29 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.4210 2022/11/28 12:52:30 - mmengine - INFO - Epoch(train) [16][3500/5005] lr: 9.5836e-02 eta: 9:16:23 time: 0.0630 data_time: 0.0010 memory: 1152 loss: 2.6434 2022/11/28 12:52:37 - mmengine - INFO - Epoch(train) [16][3600/5005] lr: 9.5826e-02 eta: 9:16:17 time: 0.0629 data_time: 0.0011 memory: 1152 loss: 2.2663 2022/11/28 12:52:43 - mmengine - INFO - Epoch(train) [16][3700/5005] lr: 9.5815e-02 eta: 9:16:11 time: 0.0638 data_time: 0.0010 memory: 1152 loss: 2.4053 2022/11/28 12:52:50 - mmengine - INFO - Epoch(train) [16][3800/5005] lr: 9.5805e-02 eta: 9:16:05 time: 0.0635 data_time: 0.0010 memory: 1152 loss: 2.2079 2022/11/28 12:52:56 - mmengine - INFO - Epoch(train) [16][3900/5005] lr: 9.5794e-02 eta: 9:15:58 time: 0.0639 data_time: 0.0010 memory: 1152 loss: 2.3464 2022/11/28 12:52:58 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:53:03 - mmengine - INFO - Epoch(train) [16][4000/5005] lr: 9.5784e-02 eta: 9:15:52 time: 0.0702 data_time: 0.0010 memory: 1152 loss: 2.3747 2022/11/28 12:53:09 - mmengine - INFO - Epoch(train) [16][4100/5005] lr: 9.5773e-02 eta: 9:15:46 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.5058 2022/11/28 12:53:15 - mmengine - INFO - Epoch(train) [16][4200/5005] lr: 9.5763e-02 eta: 9:15:40 time: 0.0632 data_time: 0.0011 memory: 1152 loss: 2.2680 2022/11/28 12:53:22 - mmengine - INFO - Epoch(train) [16][4300/5005] lr: 9.5752e-02 eta: 9:15:33 time: 0.0629 data_time: 0.0010 memory: 1152 loss: 2.5484 2022/11/28 12:53:28 - mmengine - INFO - Epoch(train) [16][4400/5005] lr: 9.5742e-02 eta: 9:15:27 time: 0.0632 data_time: 0.0010 memory: 1152 loss: 2.3139 2022/11/28 12:53:35 - mmengine - INFO - Epoch(train) [16][4500/5005] lr: 9.5731e-02 eta: 9:15:22 time: 0.0779 data_time: 0.0010 memory: 1152 loss: 2.2706 2022/11/28 12:53:41 - mmengine - INFO - Epoch(train) [16][4600/5005] lr: 9.5720e-02 eta: 9:15:15 time: 0.0632 data_time: 0.0012 memory: 1152 loss: 2.3823 2022/11/28 12:53:48 - mmengine - INFO - Epoch(train) [16][4700/5005] lr: 9.5710e-02 eta: 9:15:09 time: 0.0632 data_time: 0.0010 memory: 1152 loss: 2.4792 2022/11/28 12:53:54 - mmengine - INFO - Epoch(train) [16][4800/5005] lr: 9.5699e-02 eta: 9:15:03 time: 0.0637 data_time: 0.0010 memory: 1152 loss: 2.3387 2022/11/28 12:54:01 - mmengine - INFO - Epoch(train) [16][4900/5005] lr: 9.5689e-02 eta: 9:14:57 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.3136 2022/11/28 12:54:02 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:54:07 - mmengine - INFO - Epoch(train) [16][5000/5005] lr: 9.5678e-02 eta: 9:14:50 time: 0.0639 data_time: 0.0020 memory: 1152 loss: 2.2633 2022/11/28 12:54:07 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:54:07 - mmengine - INFO - Saving checkpoint at 16 epochs 2022/11/28 12:54:13 - mmengine - INFO - Epoch(val) [16][100/196] eta: 0:00:04 time: 0.0466 data_time: 0.0352 memory: 1152 2022/11/28 12:54:26 - mmengine - INFO - Epoch(val) [16][196/196] accuracy/top1: 51.4560 accuracy/top5: 76.9360 2022/11/28 12:54:33 - mmengine - INFO - Epoch(train) [17][ 100/5005] lr: 9.5667e-02 eta: 9:14:45 time: 0.0648 data_time: 0.0012 memory: 1152 loss: 2.1574 2022/11/28 12:54:39 - mmengine - INFO - Epoch(train) [17][ 200/5005] lr: 9.5656e-02 eta: 9:14:40 time: 0.0635 data_time: 0.0010 memory: 1152 loss: 2.3130 2022/11/28 12:54:46 - mmengine - INFO - Epoch(train) [17][ 300/5005] lr: 9.5645e-02 eta: 9:14:34 time: 0.0653 data_time: 0.0012 memory: 1152 loss: 2.5636 2022/11/28 12:54:52 - mmengine - INFO - Epoch(train) [17][ 400/5005] lr: 9.5635e-02 eta: 9:14:27 time: 0.0634 data_time: 0.0010 memory: 1152 loss: 2.3709 2022/11/28 12:54:58 - mmengine - INFO - Epoch(train) [17][ 500/5005] lr: 9.5624e-02 eta: 9:14:21 time: 0.0639 data_time: 0.0010 memory: 1152 loss: 2.2144 2022/11/28 12:55:05 - mmengine - INFO - Epoch(train) [17][ 600/5005] lr: 9.5613e-02 eta: 9:14:16 time: 0.0637 data_time: 0.0010 memory: 1152 loss: 2.3549 2022/11/28 12:55:11 - mmengine - INFO - Epoch(train) [17][ 700/5005] lr: 9.5603e-02 eta: 9:14:09 time: 0.0639 data_time: 0.0010 memory: 1152 loss: 2.4502 2022/11/28 12:55:18 - mmengine - INFO - Epoch(train) [17][ 800/5005] lr: 9.5592e-02 eta: 9:14:03 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.3331 2022/11/28 12:55:24 - mmengine - INFO - Epoch(train) [17][ 900/5005] lr: 9.5581e-02 eta: 9:13:56 time: 0.0632 data_time: 0.0011 memory: 1152 loss: 2.6485 2022/11/28 12:55:26 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:55:31 - mmengine - INFO - Epoch(train) [17][1000/5005] lr: 9.5570e-02 eta: 9:13:50 time: 0.0632 data_time: 0.0010 memory: 1152 loss: 2.3430 2022/11/28 12:55:37 - mmengine - INFO - Epoch(train) [17][1100/5005] lr: 9.5560e-02 eta: 9:13:44 time: 0.0730 data_time: 0.0010 memory: 1152 loss: 2.3121 2022/11/28 12:55:44 - mmengine - INFO - Epoch(train) [17][1200/5005] lr: 9.5549e-02 eta: 9:13:38 time: 0.0636 data_time: 0.0011 memory: 1152 loss: 2.3570 2022/11/28 12:55:50 - mmengine - INFO - Epoch(train) [17][1300/5005] lr: 9.5538e-02 eta: 9:13:32 time: 0.0638 data_time: 0.0010 memory: 1152 loss: 2.4110 2022/11/28 12:55:57 - mmengine - INFO - Epoch(train) [17][1400/5005] lr: 9.5527e-02 eta: 9:13:26 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.4383 2022/11/28 12:56:03 - mmengine - INFO - Epoch(train) [17][1500/5005] lr: 9.5516e-02 eta: 9:13:19 time: 0.0627 data_time: 0.0010 memory: 1152 loss: 2.3785 2022/11/28 12:56:10 - mmengine - INFO - Epoch(train) [17][1600/5005] lr: 9.5506e-02 eta: 9:13:13 time: 0.0629 data_time: 0.0011 memory: 1152 loss: 2.5185 2022/11/28 12:56:16 - mmengine - INFO - Epoch(train) [17][1700/5005] lr: 9.5495e-02 eta: 9:13:07 time: 0.0630 data_time: 0.0011 memory: 1152 loss: 2.4383 2022/11/28 12:56:22 - mmengine - INFO - Epoch(train) [17][1800/5005] lr: 9.5484e-02 eta: 9:13:00 time: 0.0631 data_time: 0.0010 memory: 1152 loss: 2.3722 2022/11/28 12:56:29 - mmengine - INFO - Epoch(train) [17][1900/5005] lr: 9.5473e-02 eta: 9:12:54 time: 0.0637 data_time: 0.0010 memory: 1152 loss: 2.5929 2022/11/28 12:56:30 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:56:35 - mmengine - INFO - Epoch(train) [17][2000/5005] lr: 9.5462e-02 eta: 9:12:47 time: 0.0636 data_time: 0.0010 memory: 1152 loss: 2.6426 2022/11/28 12:56:42 - mmengine - INFO - Epoch(train) [17][2100/5005] lr: 9.5451e-02 eta: 9:12:41 time: 0.0634 data_time: 0.0010 memory: 1152 loss: 2.4583 2022/11/28 12:56:48 - mmengine - INFO - Epoch(train) [17][2200/5005] lr: 9.5440e-02 eta: 9:12:36 time: 0.0726 data_time: 0.0010 memory: 1152 loss: 2.2896 2022/11/28 12:56:55 - mmengine - INFO - Epoch(train) [17][2300/5005] lr: 9.5429e-02 eta: 9:12:29 time: 0.0634 data_time: 0.0010 memory: 1152 loss: 2.5099 2022/11/28 12:57:01 - mmengine - INFO - Epoch(train) [17][2400/5005] lr: 9.5418e-02 eta: 9:12:23 time: 0.0643 data_time: 0.0011 memory: 1152 loss: 2.5456 2022/11/28 12:57:08 - mmengine - INFO - Epoch(train) [17][2500/5005] lr: 9.5408e-02 eta: 9:12:17 time: 0.0641 data_time: 0.0010 memory: 1152 loss: 2.4085 2022/11/28 12:57:14 - mmengine - INFO - Epoch(train) [17][2600/5005] lr: 9.5397e-02 eta: 9:12:10 time: 0.0630 data_time: 0.0010 memory: 1152 loss: 2.2612 2022/11/28 12:57:21 - mmengine - INFO - Epoch(train) [17][2700/5005] lr: 9.5386e-02 eta: 9:12:04 time: 0.0632 data_time: 0.0011 memory: 1152 loss: 2.3165 2022/11/28 12:57:27 - mmengine - INFO - Epoch(train) [17][2800/5005] lr: 9.5375e-02 eta: 9:11:58 time: 0.0629 data_time: 0.0011 memory: 1152 loss: 2.2425 2022/11/28 12:57:33 - mmengine - INFO - Epoch(train) [17][2900/5005] lr: 9.5364e-02 eta: 9:11:51 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.4118 2022/11/28 12:57:35 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:57:40 - mmengine - INFO - Epoch(train) [17][3000/5005] lr: 9.5353e-02 eta: 9:11:45 time: 0.0643 data_time: 0.0010 memory: 1152 loss: 2.3198 2022/11/28 12:57:46 - mmengine - INFO - Epoch(train) [17][3100/5005] lr: 9.5342e-02 eta: 9:11:38 time: 0.0638 data_time: 0.0010 memory: 1152 loss: 2.4508 2022/11/28 12:57:53 - mmengine - INFO - Epoch(train) [17][3200/5005] lr: 9.5331e-02 eta: 9:11:33 time: 0.0644 data_time: 0.0010 memory: 1152 loss: 2.3388 2022/11/28 12:57:59 - mmengine - INFO - Epoch(train) [17][3300/5005] lr: 9.5320e-02 eta: 9:11:27 time: 0.0635 data_time: 0.0010 memory: 1152 loss: 2.5904 2022/11/28 12:58:06 - mmengine - INFO - Epoch(train) [17][3400/5005] lr: 9.5308e-02 eta: 9:11:20 time: 0.0642 data_time: 0.0011 memory: 1152 loss: 2.2060 2022/11/28 12:58:12 - mmengine - INFO - Epoch(train) [17][3500/5005] lr: 9.5297e-02 eta: 9:11:15 time: 0.0704 data_time: 0.0010 memory: 1152 loss: 2.2426 2022/11/28 12:58:19 - mmengine - INFO - Epoch(train) [17][3600/5005] lr: 9.5286e-02 eta: 9:11:08 time: 0.0713 data_time: 0.0010 memory: 1152 loss: 2.4030 2022/11/28 12:58:25 - mmengine - INFO - Epoch(train) [17][3700/5005] lr: 9.5275e-02 eta: 9:11:03 time: 0.0634 data_time: 0.0010 memory: 1152 loss: 2.4561 2022/11/28 12:58:32 - mmengine - INFO - Epoch(train) [17][3800/5005] lr: 9.5264e-02 eta: 9:10:56 time: 0.0630 data_time: 0.0011 memory: 1152 loss: 2.3749 2022/11/28 12:58:38 - mmengine - INFO - Epoch(train) [17][3900/5005] lr: 9.5253e-02 eta: 9:10:50 time: 0.0645 data_time: 0.0011 memory: 1152 loss: 2.4027 2022/11/28 12:58:39 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:58:45 - mmengine - INFO - Epoch(train) [17][4000/5005] lr: 9.5242e-02 eta: 9:10:44 time: 0.0645 data_time: 0.0011 memory: 1152 loss: 2.4030 2022/11/28 12:58:51 - mmengine - INFO - Epoch(train) [17][4100/5005] lr: 9.5231e-02 eta: 9:10:37 time: 0.0639 data_time: 0.0011 memory: 1152 loss: 2.4369 2022/11/28 12:58:57 - mmengine - INFO - Epoch(train) [17][4200/5005] lr: 9.5220e-02 eta: 9:10:31 time: 0.0702 data_time: 0.0011 memory: 1152 loss: 2.5986 2022/11/28 12:59:04 - mmengine - INFO - Epoch(train) [17][4300/5005] lr: 9.5208e-02 eta: 9:10:26 time: 0.0635 data_time: 0.0010 memory: 1152 loss: 2.4945 2022/11/28 12:59:10 - mmengine - INFO - Epoch(train) [17][4400/5005] lr: 9.5197e-02 eta: 9:10:19 time: 0.0692 data_time: 0.0010 memory: 1152 loss: 2.2809 2022/11/28 12:59:17 - mmengine - INFO - Epoch(train) [17][4500/5005] lr: 9.5186e-02 eta: 9:10:13 time: 0.0638 data_time: 0.0010 memory: 1152 loss: 2.6650 2022/11/28 12:59:23 - mmengine - INFO - Epoch(train) [17][4600/5005] lr: 9.5175e-02 eta: 9:10:08 time: 0.0638 data_time: 0.0010 memory: 1152 loss: 2.4550 2022/11/28 12:59:30 - mmengine - INFO - Epoch(train) [17][4700/5005] lr: 9.5164e-02 eta: 9:10:01 time: 0.0627 data_time: 0.0010 memory: 1152 loss: 2.2877 2022/11/28 12:59:36 - mmengine - INFO - Epoch(train) [17][4800/5005] lr: 9.5152e-02 eta: 9:09:54 time: 0.0634 data_time: 0.0010 memory: 1152 loss: 2.2391 2022/11/28 12:59:43 - mmengine - INFO - Epoch(train) [17][4900/5005] lr: 9.5141e-02 eta: 9:09:48 time: 0.0641 data_time: 0.0010 memory: 1152 loss: 2.4042 2022/11/28 12:59:44 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:59:49 - mmengine - INFO - Epoch(train) [17][5000/5005] lr: 9.5130e-02 eta: 9:09:42 time: 0.0655 data_time: 0.0019 memory: 1152 loss: 2.4799 2022/11/28 12:59:49 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 12:59:49 - mmengine - INFO - Saving checkpoint at 17 epochs 2022/11/28 12:59:54 - mmengine - INFO - Epoch(val) [17][100/196] eta: 0:00:03 time: 0.0369 data_time: 0.0253 memory: 1152 2022/11/28 13:00:08 - mmengine - INFO - Epoch(val) [17][196/196] accuracy/top1: 51.2120 accuracy/top5: 76.4940 2022/11/28 13:00:14 - mmengine - INFO - Epoch(train) [18][ 100/5005] lr: 9.5118e-02 eta: 9:09:37 time: 0.0640 data_time: 0.0010 memory: 1152 loss: 2.4823 2022/11/28 13:00:21 - mmengine - INFO - Epoch(train) [18][ 200/5005] lr: 9.5107e-02 eta: 9:09:31 time: 0.0630 data_time: 0.0011 memory: 1152 loss: 2.4071 2022/11/28 13:00:27 - mmengine - INFO - Epoch(train) [18][ 300/5005] lr: 9.5096e-02 eta: 9:09:24 time: 0.0635 data_time: 0.0010 memory: 1152 loss: 2.4450 2022/11/28 13:00:33 - mmengine - INFO - Epoch(train) [18][ 400/5005] lr: 9.5084e-02 eta: 9:09:17 time: 0.0641 data_time: 0.0010 memory: 1152 loss: 2.3054 2022/11/28 13:00:40 - mmengine - INFO - Epoch(train) [18][ 500/5005] lr: 9.5073e-02 eta: 9:09:11 time: 0.0636 data_time: 0.0011 memory: 1152 loss: 2.5220 2022/11/28 13:00:46 - mmengine - INFO - Epoch(train) [18][ 600/5005] lr: 9.5062e-02 eta: 9:09:04 time: 0.0631 data_time: 0.0014 memory: 1152 loss: 2.5213 2022/11/28 13:00:53 - mmengine - INFO - Epoch(train) [18][ 700/5005] lr: 9.5050e-02 eta: 9:08:58 time: 0.0636 data_time: 0.0011 memory: 1152 loss: 2.4546 2022/11/28 13:00:59 - mmengine - INFO - Epoch(train) [18][ 800/5005] lr: 9.5039e-02 eta: 9:08:52 time: 0.0638 data_time: 0.0010 memory: 1152 loss: 2.3414 2022/11/28 13:01:06 - mmengine - INFO - Epoch(train) [18][ 900/5005] lr: 9.5028e-02 eta: 9:08:45 time: 0.0636 data_time: 0.0010 memory: 1152 loss: 2.5555 2022/11/28 13:01:07 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:01:12 - mmengine - INFO - Epoch(train) [18][1000/5005] lr: 9.5016e-02 eta: 9:08:39 time: 0.0640 data_time: 0.0010 memory: 1152 loss: 2.2718 2022/11/28 13:01:19 - mmengine - INFO - Epoch(train) [18][1100/5005] lr: 9.5005e-02 eta: 9:08:33 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.5024 2022/11/28 13:01:25 - mmengine - INFO - Epoch(train) [18][1200/5005] lr: 9.4993e-02 eta: 9:08:27 time: 0.0637 data_time: 0.0010 memory: 1152 loss: 2.4664 2022/11/28 13:01:32 - mmengine - INFO - Epoch(train) [18][1300/5005] lr: 9.4982e-02 eta: 9:08:21 time: 0.0632 data_time: 0.0010 memory: 1152 loss: 2.1827 2022/11/28 13:01:38 - mmengine - INFO - Epoch(train) [18][1400/5005] lr: 9.4971e-02 eta: 9:08:16 time: 0.0641 data_time: 0.0011 memory: 1152 loss: 2.3684 2022/11/28 13:01:45 - mmengine - INFO - Epoch(train) [18][1500/5005] lr: 9.4959e-02 eta: 9:08:09 time: 0.0646 data_time: 0.0010 memory: 1152 loss: 2.5271 2022/11/28 13:01:51 - mmengine - INFO - Epoch(train) [18][1600/5005] lr: 9.4948e-02 eta: 9:08:03 time: 0.0632 data_time: 0.0011 memory: 1152 loss: 2.5189 2022/11/28 13:01:57 - mmengine - INFO - Epoch(train) [18][1700/5005] lr: 9.4936e-02 eta: 9:07:56 time: 0.0643 data_time: 0.0010 memory: 1152 loss: 2.4011 2022/11/28 13:02:04 - mmengine - INFO - Epoch(train) [18][1800/5005] lr: 9.4925e-02 eta: 9:07:50 time: 0.0640 data_time: 0.0010 memory: 1152 loss: 2.1042 2022/11/28 13:02:10 - mmengine - INFO - Epoch(train) [18][1900/5005] lr: 9.4913e-02 eta: 9:07:44 time: 0.0639 data_time: 0.0010 memory: 1152 loss: 2.3767 2022/11/28 13:02:11 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:02:17 - mmengine - INFO - Epoch(train) [18][2000/5005] lr: 9.4902e-02 eta: 9:07:39 time: 0.0639 data_time: 0.0010 memory: 1152 loss: 2.3080 2022/11/28 13:02:23 - mmengine - INFO - Epoch(train) [18][2100/5005] lr: 9.4890e-02 eta: 9:07:32 time: 0.0650 data_time: 0.0011 memory: 1152 loss: 2.5031 2022/11/28 13:02:30 - mmengine - INFO - Epoch(train) [18][2200/5005] lr: 9.4879e-02 eta: 9:07:26 time: 0.0643 data_time: 0.0013 memory: 1152 loss: 2.3738 2022/11/28 13:02:36 - mmengine - INFO - Epoch(train) [18][2300/5005] lr: 9.4867e-02 eta: 9:07:20 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.4184 2022/11/28 13:02:43 - mmengine - INFO - Epoch(train) [18][2400/5005] lr: 9.4856e-02 eta: 9:07:14 time: 0.0636 data_time: 0.0010 memory: 1152 loss: 2.4872 2022/11/28 13:02:49 - mmengine - INFO - Epoch(train) [18][2500/5005] lr: 9.4844e-02 eta: 9:07:08 time: 0.0653 data_time: 0.0010 memory: 1152 loss: 2.3432 2022/11/28 13:02:56 - mmengine - INFO - Epoch(train) [18][2600/5005] lr: 9.4832e-02 eta: 9:07:02 time: 0.0643 data_time: 0.0010 memory: 1152 loss: 2.4571 2022/11/28 13:03:02 - mmengine - INFO - Epoch(train) [18][2700/5005] lr: 9.4821e-02 eta: 9:06:56 time: 0.0740 data_time: 0.0010 memory: 1152 loss: 2.4934 2022/11/28 13:03:09 - mmengine - INFO - Epoch(train) [18][2800/5005] lr: 9.4809e-02 eta: 9:06:50 time: 0.0639 data_time: 0.0011 memory: 1152 loss: 2.3231 2022/11/28 13:03:15 - mmengine - INFO - Epoch(train) [18][2900/5005] lr: 9.4798e-02 eta: 9:06:44 time: 0.0640 data_time: 0.0010 memory: 1152 loss: 2.4053 2022/11/28 13:03:16 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:03:22 - mmengine - INFO - Epoch(train) [18][3000/5005] lr: 9.4786e-02 eta: 9:06:38 time: 0.0639 data_time: 0.0010 memory: 1152 loss: 2.4313 2022/11/28 13:03:28 - mmengine - INFO - Epoch(train) [18][3100/5005] lr: 9.4774e-02 eta: 9:06:32 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.4510 2022/11/28 13:03:35 - mmengine - INFO - Epoch(train) [18][3200/5005] lr: 9.4763e-02 eta: 9:06:25 time: 0.0635 data_time: 0.0010 memory: 1152 loss: 2.5846 2022/11/28 13:03:41 - mmengine - INFO - Epoch(train) [18][3300/5005] lr: 9.4751e-02 eta: 9:06:19 time: 0.0642 data_time: 0.0010 memory: 1152 loss: 2.2321 2022/11/28 13:03:48 - mmengine - INFO - Epoch(train) [18][3400/5005] lr: 9.4739e-02 eta: 9:06:13 time: 0.0651 data_time: 0.0012 memory: 1152 loss: 2.3508 2022/11/28 13:03:54 - mmengine - INFO - Epoch(train) [18][3500/5005] lr: 9.4728e-02 eta: 9:06:07 time: 0.0627 data_time: 0.0011 memory: 1152 loss: 2.4885 2022/11/28 13:04:01 - mmengine - INFO - Epoch(train) [18][3600/5005] lr: 9.4716e-02 eta: 9:06:01 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.4307 2022/11/28 13:04:07 - mmengine - INFO - Epoch(train) [18][3700/5005] lr: 9.4704e-02 eta: 9:05:55 time: 0.0636 data_time: 0.0010 memory: 1152 loss: 2.4645 2022/11/28 13:04:14 - mmengine - INFO - Epoch(train) [18][3800/5005] lr: 9.4693e-02 eta: 9:05:49 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.3848 2022/11/28 13:04:20 - mmengine - INFO - Epoch(train) [18][3900/5005] lr: 9.4681e-02 eta: 9:05:42 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.4017 2022/11/28 13:04:21 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:04:27 - mmengine - INFO - Epoch(train) [18][4000/5005] lr: 9.4669e-02 eta: 9:05:36 time: 0.0642 data_time: 0.0010 memory: 1152 loss: 2.3597 2022/11/28 13:04:33 - mmengine - INFO - Epoch(train) [18][4100/5005] lr: 9.4657e-02 eta: 9:05:29 time: 0.0632 data_time: 0.0010 memory: 1152 loss: 2.3279 2022/11/28 13:04:39 - mmengine - INFO - Epoch(train) [18][4200/5005] lr: 9.4646e-02 eta: 9:05:24 time: 0.0648 data_time: 0.0010 memory: 1152 loss: 2.2998 2022/11/28 13:04:46 - mmengine - INFO - Epoch(train) [18][4300/5005] lr: 9.4634e-02 eta: 9:05:17 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.3705 2022/11/28 13:04:52 - mmengine - INFO - Epoch(train) [18][4400/5005] lr: 9.4622e-02 eta: 9:05:11 time: 0.0637 data_time: 0.0010 memory: 1152 loss: 2.2331 2022/11/28 13:04:59 - mmengine - INFO - Epoch(train) [18][4500/5005] lr: 9.4610e-02 eta: 9:05:05 time: 0.0654 data_time: 0.0010 memory: 1152 loss: 2.4792 2022/11/28 13:05:05 - mmengine - INFO - Epoch(train) [18][4600/5005] lr: 9.4598e-02 eta: 9:04:59 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.6666 2022/11/28 13:05:12 - mmengine - INFO - Epoch(train) [18][4700/5005] lr: 9.4587e-02 eta: 9:04:53 time: 0.0635 data_time: 0.0012 memory: 1152 loss: 2.5941 2022/11/28 13:05:19 - mmengine - INFO - Epoch(train) [18][4800/5005] lr: 9.4575e-02 eta: 9:04:48 time: 0.0645 data_time: 0.0011 memory: 1152 loss: 2.5326 2022/11/28 13:05:25 - mmengine - INFO - Epoch(train) [18][4900/5005] lr: 9.4563e-02 eta: 9:04:41 time: 0.0644 data_time: 0.0011 memory: 1152 loss: 2.2260 2022/11/28 13:05:26 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:05:31 - mmengine - INFO - Epoch(train) [18][5000/5005] lr: 9.4551e-02 eta: 9:04:35 time: 0.0641 data_time: 0.0020 memory: 1152 loss: 2.1609 2022/11/28 13:05:32 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:05:32 - mmengine - INFO - Saving checkpoint at 18 epochs 2022/11/28 13:05:37 - mmengine - INFO - Epoch(val) [18][100/196] eta: 0:00:04 time: 0.0396 data_time: 0.0280 memory: 1152 2022/11/28 13:05:50 - mmengine - INFO - Epoch(val) [18][196/196] accuracy/top1: 52.4860 accuracy/top5: 77.5900 2022/11/28 13:05:57 - mmengine - INFO - Epoch(train) [19][ 100/5005] lr: 9.4539e-02 eta: 9:04:31 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.2693 2022/11/28 13:06:03 - mmengine - INFO - Epoch(train) [19][ 200/5005] lr: 9.4527e-02 eta: 9:04:25 time: 0.0638 data_time: 0.0010 memory: 1152 loss: 2.3183 2022/11/28 13:06:10 - mmengine - INFO - Epoch(train) [19][ 300/5005] lr: 9.4515e-02 eta: 9:04:19 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.4020 2022/11/28 13:06:16 - mmengine - INFO - Epoch(train) [19][ 400/5005] lr: 9.4503e-02 eta: 9:04:13 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.4930 2022/11/28 13:06:23 - mmengine - INFO - Epoch(train) [19][ 500/5005] lr: 9.4491e-02 eta: 9:04:07 time: 0.0633 data_time: 0.0011 memory: 1152 loss: 2.4497 2022/11/28 13:06:29 - mmengine - INFO - Epoch(train) [19][ 600/5005] lr: 9.4479e-02 eta: 9:04:01 time: 0.0638 data_time: 0.0010 memory: 1152 loss: 2.1670 2022/11/28 13:06:36 - mmengine - INFO - Epoch(train) [19][ 700/5005] lr: 9.4467e-02 eta: 9:03:54 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.2871 2022/11/28 13:06:42 - mmengine - INFO - Epoch(train) [19][ 800/5005] lr: 9.4455e-02 eta: 9:03:47 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.5239 2022/11/28 13:06:49 - mmengine - INFO - Epoch(train) [19][ 900/5005] lr: 9.4443e-02 eta: 9:03:42 time: 0.0634 data_time: 0.0010 memory: 1152 loss: 2.4518 2022/11/28 13:06:49 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:06:55 - mmengine - INFO - Epoch(train) [19][1000/5005] lr: 9.4431e-02 eta: 9:03:35 time: 0.0645 data_time: 0.0012 memory: 1152 loss: 2.2015 2022/11/28 13:07:01 - mmengine - INFO - Epoch(train) [19][1100/5005] lr: 9.4419e-02 eta: 9:03:29 time: 0.0635 data_time: 0.0010 memory: 1152 loss: 2.3948 2022/11/28 13:07:08 - mmengine - INFO - Epoch(train) [19][1200/5005] lr: 9.4407e-02 eta: 9:03:23 time: 0.0641 data_time: 0.0011 memory: 1152 loss: 2.0921 2022/11/28 13:07:14 - mmengine - INFO - Epoch(train) [19][1300/5005] lr: 9.4395e-02 eta: 9:03:17 time: 0.0633 data_time: 0.0011 memory: 1152 loss: 2.4918 2022/11/28 13:07:21 - mmengine - INFO - Epoch(train) [19][1400/5005] lr: 9.4383e-02 eta: 9:03:11 time: 0.0637 data_time: 0.0010 memory: 1152 loss: 2.0107 2022/11/28 13:07:27 - mmengine - INFO - Epoch(train) [19][1500/5005] lr: 9.4371e-02 eta: 9:03:05 time: 0.0631 data_time: 0.0011 memory: 1152 loss: 2.4499 2022/11/28 13:07:34 - mmengine - INFO - Epoch(train) [19][1600/5005] lr: 9.4359e-02 eta: 9:03:00 time: 0.0631 data_time: 0.0012 memory: 1152 loss: 2.2752 2022/11/28 13:07:41 - mmengine - INFO - Epoch(train) [19][1700/5005] lr: 9.4347e-02 eta: 9:02:53 time: 0.0633 data_time: 0.0010 memory: 1152 loss: 2.2468 2022/11/28 13:07:47 - mmengine - INFO - Epoch(train) [19][1800/5005] lr: 9.4335e-02 eta: 9:02:47 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.4448 2022/11/28 13:07:53 - mmengine - INFO - Epoch(train) [19][1900/5005] lr: 9.4323e-02 eta: 9:02:40 time: 0.0633 data_time: 0.0011 memory: 1152 loss: 2.2118 2022/11/28 13:07:54 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:08:00 - mmengine - INFO - Epoch(train) [19][2000/5005] lr: 9.4311e-02 eta: 9:02:33 time: 0.0639 data_time: 0.0010 memory: 1152 loss: 2.7188 2022/11/28 13:08:06 - mmengine - INFO - Epoch(train) [19][2100/5005] lr: 9.4298e-02 eta: 9:02:27 time: 0.0636 data_time: 0.0011 memory: 1152 loss: 2.5224 2022/11/28 13:08:13 - mmengine - INFO - Epoch(train) [19][2200/5005] lr: 9.4286e-02 eta: 9:02:21 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.4768 2022/11/28 13:08:19 - mmengine - INFO - Epoch(train) [19][2300/5005] lr: 9.4274e-02 eta: 9:02:15 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.2946 2022/11/28 13:08:26 - mmengine - INFO - Epoch(train) [19][2400/5005] lr: 9.4262e-02 eta: 9:02:09 time: 0.0642 data_time: 0.0011 memory: 1152 loss: 2.2515 2022/11/28 13:08:32 - mmengine - INFO - Epoch(train) [19][2500/5005] lr: 9.4250e-02 eta: 9:02:03 time: 0.0718 data_time: 0.0010 memory: 1152 loss: 2.3672 2022/11/28 13:08:39 - mmengine - INFO - Epoch(train) [19][2600/5005] lr: 9.4238e-02 eta: 9:01:58 time: 0.0697 data_time: 0.0010 memory: 1152 loss: 2.3278 2022/11/28 13:08:45 - mmengine - INFO - Epoch(train) [19][2700/5005] lr: 9.4225e-02 eta: 9:01:51 time: 0.0639 data_time: 0.0010 memory: 1152 loss: 2.5014 2022/11/28 13:08:52 - mmengine - INFO - Epoch(train) [19][2800/5005] lr: 9.4213e-02 eta: 9:01:45 time: 0.0639 data_time: 0.0011 memory: 1152 loss: 2.3416 2022/11/28 13:08:58 - mmengine - INFO - Epoch(train) [19][2900/5005] lr: 9.4201e-02 eta: 9:01:38 time: 0.0636 data_time: 0.0011 memory: 1152 loss: 2.7173 2022/11/28 13:08:59 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:09:05 - mmengine - INFO - Epoch(train) [19][3000/5005] lr: 9.4189e-02 eta: 9:01:32 time: 0.0639 data_time: 0.0010 memory: 1152 loss: 2.4009 2022/11/28 13:09:11 - mmengine - INFO - Epoch(train) [19][3100/5005] lr: 9.4177e-02 eta: 9:01:25 time: 0.0633 data_time: 0.0011 memory: 1152 loss: 2.2259 2022/11/28 13:09:18 - mmengine - INFO - Epoch(train) [19][3200/5005] lr: 9.4164e-02 eta: 9:01:19 time: 0.0728 data_time: 0.0011 memory: 1152 loss: 2.4120 2022/11/28 13:09:24 - mmengine - INFO - Epoch(train) [19][3300/5005] lr: 9.4152e-02 eta: 9:01:13 time: 0.0636 data_time: 0.0010 memory: 1152 loss: 2.4511 2022/11/28 13:09:31 - mmengine - INFO - Epoch(train) [19][3400/5005] lr: 9.4140e-02 eta: 9:01:07 time: 0.0643 data_time: 0.0012 memory: 1152 loss: 2.2667 2022/11/28 13:09:37 - mmengine - INFO - Epoch(train) [19][3500/5005] lr: 9.4127e-02 eta: 9:01:01 time: 0.0632 data_time: 0.0010 memory: 1152 loss: 2.4730 2022/11/28 13:09:44 - mmengine - INFO - Epoch(train) [19][3600/5005] lr: 9.4115e-02 eta: 9:00:55 time: 0.0634 data_time: 0.0012 memory: 1152 loss: 2.3102 2022/11/28 13:09:50 - mmengine - INFO - Epoch(train) [19][3700/5005] lr: 9.4103e-02 eta: 9:00:49 time: 0.0700 data_time: 0.0010 memory: 1152 loss: 2.4179 2022/11/28 13:09:57 - mmengine - INFO - Epoch(train) [19][3800/5005] lr: 9.4090e-02 eta: 9:00:44 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.1498 2022/11/28 13:10:03 - mmengine - INFO - Epoch(train) [19][3900/5005] lr: 9.4078e-02 eta: 9:00:37 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.3105 2022/11/28 13:10:04 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:10:10 - mmengine - INFO - Epoch(train) [19][4000/5005] lr: 9.4066e-02 eta: 9:00:30 time: 0.0639 data_time: 0.0014 memory: 1152 loss: 2.6128 2022/11/28 13:10:16 - mmengine - INFO - Epoch(train) [19][4100/5005] lr: 9.4053e-02 eta: 9:00:24 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.1344 2022/11/28 13:10:22 - mmengine - INFO - Epoch(train) [19][4200/5005] lr: 9.4041e-02 eta: 9:00:17 time: 0.0647 data_time: 0.0011 memory: 1152 loss: 2.5190 2022/11/28 13:10:29 - mmengine - INFO - Epoch(train) [19][4300/5005] lr: 9.4029e-02 eta: 9:00:12 time: 0.0652 data_time: 0.0014 memory: 1152 loss: 2.5428 2022/11/28 13:10:36 - mmengine - INFO - Epoch(train) [19][4400/5005] lr: 9.4016e-02 eta: 9:00:06 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.3359 2022/11/28 13:10:42 - mmengine - INFO - Epoch(train) [19][4500/5005] lr: 9.4004e-02 eta: 9:00:01 time: 0.0722 data_time: 0.0011 memory: 1152 loss: 2.4000 2022/11/28 13:10:49 - mmengine - INFO - Epoch(train) [19][4600/5005] lr: 9.3991e-02 eta: 8:59:55 time: 0.0639 data_time: 0.0010 memory: 1152 loss: 2.3539 2022/11/28 13:10:55 - mmengine - INFO - Epoch(train) [19][4700/5005] lr: 9.3979e-02 eta: 8:59:49 time: 0.0640 data_time: 0.0013 memory: 1152 loss: 2.4563 2022/11/28 13:11:02 - mmengine - INFO - Epoch(train) [19][4800/5005] lr: 9.3967e-02 eta: 8:59:43 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.4483 2022/11/28 13:11:08 - mmengine - INFO - Epoch(train) [19][4900/5005] lr: 9.3954e-02 eta: 8:59:37 time: 0.0634 data_time: 0.0010 memory: 1152 loss: 2.3331 2022/11/28 13:11:09 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:11:15 - mmengine - INFO - Epoch(train) [19][5000/5005] lr: 9.3942e-02 eta: 8:59:30 time: 0.0649 data_time: 0.0019 memory: 1152 loss: 2.3415 2022/11/28 13:11:15 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:11:15 - mmengine - INFO - Saving checkpoint at 19 epochs 2022/11/28 13:11:20 - mmengine - INFO - Epoch(val) [19][100/196] eta: 0:00:04 time: 0.0374 data_time: 0.0264 memory: 1152 2022/11/28 13:11:33 - mmengine - INFO - Epoch(val) [19][196/196] accuracy/top1: 52.9220 accuracy/top5: 77.8900 2022/11/28 13:11:40 - mmengine - INFO - Epoch(train) [20][ 100/5005] lr: 9.3928e-02 eta: 8:59:26 time: 0.0632 data_time: 0.0011 memory: 1152 loss: 2.0295 2022/11/28 13:11:46 - mmengine - INFO - Epoch(train) [20][ 200/5005] lr: 9.3916e-02 eta: 8:59:20 time: 0.0714 data_time: 0.0011 memory: 1152 loss: 2.1081 2022/11/28 13:11:53 - mmengine - INFO - Epoch(train) [20][ 300/5005] lr: 9.3903e-02 eta: 8:59:13 time: 0.0641 data_time: 0.0011 memory: 1152 loss: 2.5469 2022/11/28 13:11:59 - mmengine - INFO - Epoch(train) [20][ 400/5005] lr: 9.3891e-02 eta: 8:59:07 time: 0.0645 data_time: 0.0011 memory: 1152 loss: 2.3451 2022/11/28 13:12:06 - mmengine - INFO - Epoch(train) [20][ 500/5005] lr: 9.3878e-02 eta: 8:59:00 time: 0.0636 data_time: 0.0011 memory: 1152 loss: 2.3189 2022/11/28 13:12:12 - mmengine - INFO - Epoch(train) [20][ 600/5005] lr: 9.3866e-02 eta: 8:58:54 time: 0.0649 data_time: 0.0011 memory: 1152 loss: 2.2240 2022/11/28 13:12:18 - mmengine - INFO - Epoch(train) [20][ 700/5005] lr: 9.3853e-02 eta: 8:58:47 time: 0.0639 data_time: 0.0011 memory: 1152 loss: 2.4645 2022/11/28 13:12:25 - mmengine - INFO - Epoch(train) [20][ 800/5005] lr: 9.3841e-02 eta: 8:58:41 time: 0.0652 data_time: 0.0012 memory: 1152 loss: 2.6625 2022/11/28 13:12:31 - mmengine - INFO - Epoch(train) [20][ 900/5005] lr: 9.3828e-02 eta: 8:58:35 time: 0.0639 data_time: 0.0011 memory: 1152 loss: 2.3105 2022/11/28 13:12:32 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:12:38 - mmengine - INFO - Epoch(train) [20][1000/5005] lr: 9.3816e-02 eta: 8:58:29 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.5776 2022/11/28 13:12:44 - mmengine - INFO - Epoch(train) [20][1100/5005] lr: 9.3803e-02 eta: 8:58:23 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.5840 2022/11/28 13:12:51 - mmengine - INFO - Epoch(train) [20][1200/5005] lr: 9.3790e-02 eta: 8:58:17 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.4072 2022/11/28 13:12:57 - mmengine - INFO - Epoch(train) [20][1300/5005] lr: 9.3778e-02 eta: 8:58:11 time: 0.0648 data_time: 0.0011 memory: 1152 loss: 2.2879 2022/11/28 13:13:04 - mmengine - INFO - Epoch(train) [20][1400/5005] lr: 9.3765e-02 eta: 8:58:05 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.1993 2022/11/28 13:13:10 - mmengine - INFO - Epoch(train) [20][1500/5005] lr: 9.3752e-02 eta: 8:57:59 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.1748 2022/11/28 13:13:17 - mmengine - INFO - Epoch(train) [20][1600/5005] lr: 9.3740e-02 eta: 8:57:52 time: 0.0643 data_time: 0.0012 memory: 1152 loss: 2.3423 2022/11/28 13:13:23 - mmengine - INFO - Epoch(train) [20][1700/5005] lr: 9.3727e-02 eta: 8:57:46 time: 0.0641 data_time: 0.0011 memory: 1152 loss: 2.1375 2022/11/28 13:13:30 - mmengine - INFO - Epoch(train) [20][1800/5005] lr: 9.3714e-02 eta: 8:57:39 time: 0.0639 data_time: 0.0012 memory: 1152 loss: 2.2106 2022/11/28 13:13:36 - mmengine - INFO - Epoch(train) [20][1900/5005] lr: 9.3702e-02 eta: 8:57:34 time: 0.0642 data_time: 0.0011 memory: 1152 loss: 2.4383 2022/11/28 13:13:37 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:13:43 - mmengine - INFO - Epoch(train) [20][2000/5005] lr: 9.3689e-02 eta: 8:57:28 time: 0.0639 data_time: 0.0011 memory: 1152 loss: 2.1047 2022/11/28 13:13:49 - mmengine - INFO - Epoch(train) [20][2100/5005] lr: 9.3676e-02 eta: 8:57:22 time: 0.0641 data_time: 0.0010 memory: 1152 loss: 2.2904 2022/11/28 13:13:56 - mmengine - INFO - Epoch(train) [20][2200/5005] lr: 9.3664e-02 eta: 8:57:16 time: 0.0645 data_time: 0.0011 memory: 1152 loss: 2.5229 2022/11/28 13:14:02 - mmengine - INFO - Epoch(train) [20][2300/5005] lr: 9.3651e-02 eta: 8:57:09 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.3233 2022/11/28 13:14:09 - mmengine - INFO - Epoch(train) [20][2400/5005] lr: 9.3638e-02 eta: 8:57:03 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.2680 2022/11/28 13:14:15 - mmengine - INFO - Epoch(train) [20][2500/5005] lr: 9.3625e-02 eta: 8:56:57 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.1363 2022/11/28 13:14:22 - mmengine - INFO - Epoch(train) [20][2600/5005] lr: 9.3612e-02 eta: 8:56:51 time: 0.0641 data_time: 0.0014 memory: 1152 loss: 2.4116 2022/11/28 13:14:28 - mmengine - INFO - Epoch(train) [20][2700/5005] lr: 9.3600e-02 eta: 8:56:44 time: 0.0639 data_time: 0.0011 memory: 1152 loss: 2.4966 2022/11/28 13:14:35 - mmengine - INFO - Epoch(train) [20][2800/5005] lr: 9.3587e-02 eta: 8:56:38 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.1674 2022/11/28 13:14:42 - mmengine - INFO - Epoch(train) [20][2900/5005] lr: 9.3574e-02 eta: 8:56:34 time: 0.0930 data_time: 0.0304 memory: 1152 loss: 2.3323 2022/11/28 13:14:42 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:14:48 - mmengine - INFO - Epoch(train) [20][3000/5005] lr: 9.3561e-02 eta: 8:56:28 time: 0.0736 data_time: 0.0012 memory: 1152 loss: 2.3523 2022/11/28 13:14:55 - mmengine - INFO - Epoch(train) [20][3100/5005] lr: 9.3548e-02 eta: 8:56:22 time: 0.0710 data_time: 0.0011 memory: 1152 loss: 2.3500 2022/11/28 13:15:01 - mmengine - INFO - Epoch(train) [20][3200/5005] lr: 9.3536e-02 eta: 8:56:15 time: 0.0642 data_time: 0.0011 memory: 1152 loss: 2.2887 2022/11/28 13:15:07 - mmengine - INFO - Epoch(train) [20][3300/5005] lr: 9.3523e-02 eta: 8:56:09 time: 0.0636 data_time: 0.0011 memory: 1152 loss: 2.3058 2022/11/28 13:15:14 - mmengine - INFO - Epoch(train) [20][3400/5005] lr: 9.3510e-02 eta: 8:56:03 time: 0.0643 data_time: 0.0011 memory: 1152 loss: 2.3157 2022/11/28 13:15:20 - mmengine - INFO - Epoch(train) [20][3500/5005] lr: 9.3497e-02 eta: 8:55:57 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.1763 2022/11/28 13:15:27 - mmengine - INFO - Epoch(train) [20][3600/5005] lr: 9.3484e-02 eta: 8:55:51 time: 0.0643 data_time: 0.0011 memory: 1152 loss: 2.5424 2022/11/28 13:15:33 - mmengine - INFO - Epoch(train) [20][3700/5005] lr: 9.3471e-02 eta: 8:55:44 time: 0.0655 data_time: 0.0014 memory: 1152 loss: 2.2042 2022/11/28 13:15:40 - mmengine - INFO - Epoch(train) [20][3800/5005] lr: 9.3458e-02 eta: 8:55:38 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.3450 2022/11/28 13:15:46 - mmengine - INFO - Epoch(train) [20][3900/5005] lr: 9.3445e-02 eta: 8:55:32 time: 0.0636 data_time: 0.0011 memory: 1152 loss: 2.5956 2022/11/28 13:15:47 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:15:53 - mmengine - INFO - Epoch(train) [20][4000/5005] lr: 9.3432e-02 eta: 8:55:26 time: 0.0642 data_time: 0.0011 memory: 1152 loss: 2.3278 2022/11/28 13:15:59 - mmengine - INFO - Epoch(train) [20][4100/5005] lr: 9.3419e-02 eta: 8:55:20 time: 0.0640 data_time: 0.0014 memory: 1152 loss: 2.2094 2022/11/28 13:16:06 - mmengine - INFO - Epoch(train) [20][4200/5005] lr: 9.3406e-02 eta: 8:55:14 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.3794 2022/11/28 13:16:12 - mmengine - INFO - Epoch(train) [20][4300/5005] lr: 9.3393e-02 eta: 8:55:07 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.3951 2022/11/28 13:16:19 - mmengine - INFO - Epoch(train) [20][4400/5005] lr: 9.3380e-02 eta: 8:55:01 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.2776 2022/11/28 13:16:25 - mmengine - INFO - Epoch(train) [20][4500/5005] lr: 9.3367e-02 eta: 8:54:54 time: 0.0630 data_time: 0.0010 memory: 1152 loss: 2.0711 2022/11/28 13:16:32 - mmengine - INFO - Epoch(train) [20][4600/5005] lr: 9.3354e-02 eta: 8:54:48 time: 0.0642 data_time: 0.0011 memory: 1152 loss: 2.2980 2022/11/28 13:16:38 - mmengine - INFO - Epoch(train) [20][4700/5005] lr: 9.3341e-02 eta: 8:54:42 time: 0.0636 data_time: 0.0011 memory: 1152 loss: 2.6076 2022/11/28 13:16:45 - mmengine - INFO - Epoch(train) [20][4800/5005] lr: 9.3328e-02 eta: 8:54:36 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.2852 2022/11/28 13:16:51 - mmengine - INFO - Epoch(train) [20][4900/5005] lr: 9.3315e-02 eta: 8:54:30 time: 0.0636 data_time: 0.0014 memory: 1152 loss: 2.3283 2022/11/28 13:16:52 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:16:58 - mmengine - INFO - Epoch(train) [20][5000/5005] lr: 9.3302e-02 eta: 8:54:23 time: 0.0647 data_time: 0.0019 memory: 1152 loss: 2.5042 2022/11/28 13:16:58 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:16:58 - mmengine - INFO - Saving checkpoint at 20 epochs 2022/11/28 13:17:03 - mmengine - INFO - Epoch(val) [20][100/196] eta: 0:00:04 time: 0.0444 data_time: 0.0332 memory: 1152 2022/11/28 13:17:16 - mmengine - INFO - Epoch(val) [20][196/196] accuracy/top1: 52.9180 accuracy/top5: 77.8800 2022/11/28 13:17:23 - mmengine - INFO - Epoch(train) [21][ 100/5005] lr: 9.3288e-02 eta: 8:54:18 time: 0.0636 data_time: 0.0012 memory: 1152 loss: 2.4147 2022/11/28 13:17:29 - mmengine - INFO - Epoch(train) [21][ 200/5005] lr: 9.3275e-02 eta: 8:54:11 time: 0.0631 data_time: 0.0011 memory: 1152 loss: 2.1512 2022/11/28 13:17:36 - mmengine - INFO - Epoch(train) [21][ 300/5005] lr: 9.3262e-02 eta: 8:54:06 time: 0.0753 data_time: 0.0011 memory: 1152 loss: 2.2672 2022/11/28 13:17:43 - mmengine - INFO - Epoch(train) [21][ 400/5005] lr: 9.3249e-02 eta: 8:54:01 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.5286 2022/11/28 13:17:49 - mmengine - INFO - Epoch(train) [21][ 500/5005] lr: 9.3236e-02 eta: 8:53:54 time: 0.0639 data_time: 0.0011 memory: 1152 loss: 2.2479 2022/11/28 13:17:55 - mmengine - INFO - Epoch(train) [21][ 600/5005] lr: 9.3223e-02 eta: 8:53:48 time: 0.0654 data_time: 0.0011 memory: 1152 loss: 2.4573 2022/11/28 13:18:02 - mmengine - INFO - Epoch(train) [21][ 700/5005] lr: 9.3210e-02 eta: 8:53:42 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.2926 2022/11/28 13:18:08 - mmengine - INFO - Epoch(train) [21][ 800/5005] lr: 9.3196e-02 eta: 8:53:35 time: 0.0641 data_time: 0.0015 memory: 1152 loss: 2.3063 2022/11/28 13:18:15 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:18:15 - mmengine - INFO - Epoch(train) [21][ 900/5005] lr: 9.3183e-02 eta: 8:53:30 time: 0.0636 data_time: 0.0010 memory: 1152 loss: 2.3453 2022/11/28 13:18:21 - mmengine - INFO - Epoch(train) [21][1000/5005] lr: 9.3170e-02 eta: 8:53:23 time: 0.0636 data_time: 0.0010 memory: 1152 loss: 2.3410 2022/11/28 13:18:28 - mmengine - INFO - Epoch(train) [21][1100/5005] lr: 9.3157e-02 eta: 8:53:17 time: 0.0639 data_time: 0.0011 memory: 1152 loss: 2.4025 2022/11/28 13:18:34 - mmengine - INFO - Epoch(train) [21][1200/5005] lr: 9.3144e-02 eta: 8:53:11 time: 0.0636 data_time: 0.0011 memory: 1152 loss: 2.6388 2022/11/28 13:18:41 - mmengine - INFO - Epoch(train) [21][1300/5005] lr: 9.3130e-02 eta: 8:53:05 time: 0.0650 data_time: 0.0012 memory: 1152 loss: 2.3922 2022/11/28 13:18:47 - mmengine - INFO - Epoch(train) [21][1400/5005] lr: 9.3117e-02 eta: 8:52:59 time: 0.0640 data_time: 0.0012 memory: 1152 loss: 2.3854 2022/11/28 13:18:54 - mmengine - INFO - Epoch(train) [21][1500/5005] lr: 9.3104e-02 eta: 8:52:53 time: 0.0723 data_time: 0.0011 memory: 1152 loss: 2.2858 2022/11/28 13:19:01 - mmengine - INFO - Epoch(train) [21][1600/5005] lr: 9.3091e-02 eta: 8:52:47 time: 0.0639 data_time: 0.0011 memory: 1152 loss: 2.4975 2022/11/28 13:19:07 - mmengine - INFO - Epoch(train) [21][1700/5005] lr: 9.3077e-02 eta: 8:52:42 time: 0.0737 data_time: 0.0011 memory: 1152 loss: 2.3312 2022/11/28 13:19:14 - mmengine - INFO - Epoch(train) [21][1800/5005] lr: 9.3064e-02 eta: 8:52:36 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.3130 2022/11/28 13:19:20 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:19:20 - mmengine - INFO - Epoch(train) [21][1900/5005] lr: 9.3051e-02 eta: 8:52:30 time: 0.0651 data_time: 0.0012 memory: 1152 loss: 2.2755 2022/11/28 13:19:27 - mmengine - INFO - Epoch(train) [21][2000/5005] lr: 9.3038e-02 eta: 8:52:23 time: 0.0634 data_time: 0.0011 memory: 1152 loss: 2.4701 2022/11/28 13:19:33 - mmengine - INFO - Epoch(train) [21][2100/5005] lr: 9.3024e-02 eta: 8:52:17 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.1882 2022/11/28 13:19:40 - mmengine - INFO - Epoch(train) [21][2200/5005] lr: 9.3011e-02 eta: 8:52:11 time: 0.0634 data_time: 0.0012 memory: 1152 loss: 2.2491 2022/11/28 13:19:46 - mmengine - INFO - Epoch(train) [21][2300/5005] lr: 9.2998e-02 eta: 8:52:05 time: 0.0648 data_time: 0.0011 memory: 1152 loss: 2.2620 2022/11/28 13:19:53 - mmengine - INFO - Epoch(train) [21][2400/5005] lr: 9.2984e-02 eta: 8:51:59 time: 0.0641 data_time: 0.0011 memory: 1152 loss: 2.4507 2022/11/28 13:19:59 - mmengine - INFO - Epoch(train) [21][2500/5005] lr: 9.2971e-02 eta: 8:51:53 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.4226 2022/11/28 13:20:06 - mmengine - INFO - Epoch(train) [21][2600/5005] lr: 9.2957e-02 eta: 8:51:47 time: 0.0634 data_time: 0.0011 memory: 1152 loss: 2.3051 2022/11/28 13:20:12 - mmengine - INFO - Epoch(train) [21][2700/5005] lr: 9.2944e-02 eta: 8:51:40 time: 0.0636 data_time: 0.0010 memory: 1152 loss: 2.3289 2022/11/28 13:20:19 - mmengine - INFO - Epoch(train) [21][2800/5005] lr: 9.2931e-02 eta: 8:51:33 time: 0.0632 data_time: 0.0011 memory: 1152 loss: 2.4982 2022/11/28 13:20:25 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:20:25 - mmengine - INFO - Epoch(train) [21][2900/5005] lr: 9.2917e-02 eta: 8:51:27 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.4486 2022/11/28 13:20:31 - mmengine - INFO - Epoch(train) [21][3000/5005] lr: 9.2904e-02 eta: 8:51:21 time: 0.0634 data_time: 0.0011 memory: 1152 loss: 2.5075 2022/11/28 13:20:38 - mmengine - INFO - Epoch(train) [21][3100/5005] lr: 9.2890e-02 eta: 8:51:14 time: 0.0639 data_time: 0.0011 memory: 1152 loss: 2.3736 2022/11/28 13:20:44 - mmengine - INFO - Epoch(train) [21][3200/5005] lr: 9.2877e-02 eta: 8:51:08 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.3701 2022/11/28 13:20:51 - mmengine - INFO - Epoch(train) [21][3300/5005] lr: 9.2863e-02 eta: 8:51:02 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.5419 2022/11/28 13:20:58 - mmengine - INFO - Epoch(train) [21][3400/5005] lr: 9.2850e-02 eta: 8:50:57 time: 0.0719 data_time: 0.0011 memory: 1152 loss: 2.3054 2022/11/28 13:21:04 - mmengine - INFO - Epoch(train) [21][3500/5005] lr: 9.2836e-02 eta: 8:50:50 time: 0.0640 data_time: 0.0012 memory: 1152 loss: 2.5847 2022/11/28 13:21:11 - mmengine - INFO - Epoch(train) [21][3600/5005] lr: 9.2823e-02 eta: 8:50:44 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.3635 2022/11/28 13:21:17 - mmengine - INFO - Epoch(train) [21][3700/5005] lr: 9.2809e-02 eta: 8:50:38 time: 0.0653 data_time: 0.0012 memory: 1152 loss: 2.3053 2022/11/28 13:21:23 - mmengine - INFO - Epoch(train) [21][3800/5005] lr: 9.2796e-02 eta: 8:50:32 time: 0.0644 data_time: 0.0011 memory: 1152 loss: 2.4007 2022/11/28 13:21:30 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:21:30 - mmengine - INFO - Epoch(train) [21][3900/5005] lr: 9.2782e-02 eta: 8:50:26 time: 0.0727 data_time: 0.0011 memory: 1152 loss: 2.4094 2022/11/28 13:21:36 - mmengine - INFO - Epoch(train) [21][4000/5005] lr: 9.2769e-02 eta: 8:50:19 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.2418 2022/11/28 13:21:43 - mmengine - INFO - Epoch(train) [21][4100/5005] lr: 9.2755e-02 eta: 8:50:13 time: 0.0636 data_time: 0.0011 memory: 1152 loss: 2.2506 2022/11/28 13:21:49 - mmengine - INFO - Epoch(train) [21][4200/5005] lr: 9.2742e-02 eta: 8:50:06 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.1553 2022/11/28 13:21:56 - mmengine - INFO - Epoch(train) [21][4300/5005] lr: 9.2728e-02 eta: 8:50:00 time: 0.0638 data_time: 0.0013 memory: 1152 loss: 2.2963 2022/11/28 13:22:03 - mmengine - INFO - Epoch(train) [21][4400/5005] lr: 9.2715e-02 eta: 8:49:55 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.3557 2022/11/28 13:22:09 - mmengine - INFO - Epoch(train) [21][4500/5005] lr: 9.2701e-02 eta: 8:49:49 time: 0.0643 data_time: 0.0011 memory: 1152 loss: 2.0736 2022/11/28 13:22:16 - mmengine - INFO - Epoch(train) [21][4600/5005] lr: 9.2687e-02 eta: 8:49:43 time: 0.0635 data_time: 0.0012 memory: 1152 loss: 2.5393 2022/11/28 13:22:22 - mmengine - INFO - Epoch(train) [21][4700/5005] lr: 9.2674e-02 eta: 8:49:36 time: 0.0643 data_time: 0.0011 memory: 1152 loss: 2.3316 2022/11/28 13:22:29 - mmengine - INFO - Epoch(train) [21][4800/5005] lr: 9.2660e-02 eta: 8:49:30 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.1731 2022/11/28 13:22:35 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:22:35 - mmengine - INFO - Epoch(train) [21][4900/5005] lr: 9.2646e-02 eta: 8:49:24 time: 0.0647 data_time: 0.0013 memory: 1152 loss: 2.5361 2022/11/28 13:22:42 - mmengine - INFO - Epoch(train) [21][5000/5005] lr: 9.2633e-02 eta: 8:49:18 time: 0.0642 data_time: 0.0020 memory: 1152 loss: 2.5055 2022/11/28 13:22:42 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:22:42 - mmengine - INFO - Saving checkpoint at 21 epochs 2022/11/28 13:22:47 - mmengine - INFO - Epoch(val) [21][100/196] eta: 0:00:03 time: 0.0364 data_time: 0.0251 memory: 1152 2022/11/28 13:23:00 - mmengine - INFO - Epoch(val) [21][196/196] accuracy/top1: 53.8820 accuracy/top5: 78.7360 2022/11/28 13:23:07 - mmengine - INFO - Epoch(train) [22][ 100/5005] lr: 9.2618e-02 eta: 8:49:13 time: 0.0652 data_time: 0.0011 memory: 1152 loss: 2.2323 2022/11/28 13:23:13 - mmengine - INFO - Epoch(train) [22][ 200/5005] lr: 9.2605e-02 eta: 8:49:07 time: 0.0633 data_time: 0.0011 memory: 1152 loss: 2.4671 2022/11/28 13:23:19 - mmengine - INFO - Epoch(train) [22][ 300/5005] lr: 9.2591e-02 eta: 8:49:00 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.4818 2022/11/28 13:23:26 - mmengine - INFO - Epoch(train) [22][ 400/5005] lr: 9.2577e-02 eta: 8:48:54 time: 0.0644 data_time: 0.0011 memory: 1152 loss: 2.1468 2022/11/28 13:23:32 - mmengine - INFO - Epoch(train) [22][ 500/5005] lr: 9.2564e-02 eta: 8:48:48 time: 0.0649 data_time: 0.0012 memory: 1152 loss: 2.4036 2022/11/28 13:23:39 - mmengine - INFO - Epoch(train) [22][ 600/5005] lr: 9.2550e-02 eta: 8:48:41 time: 0.0645 data_time: 0.0011 memory: 1152 loss: 2.3779 2022/11/28 13:23:45 - mmengine - INFO - Epoch(train) [22][ 700/5005] lr: 9.2536e-02 eta: 8:48:35 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.4966 2022/11/28 13:23:52 - mmengine - INFO - Epoch(train) [22][ 800/5005] lr: 9.2522e-02 eta: 8:48:28 time: 0.0630 data_time: 0.0012 memory: 1152 loss: 2.3034 2022/11/28 13:23:58 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:23:58 - mmengine - INFO - Epoch(train) [22][ 900/5005] lr: 9.2509e-02 eta: 8:48:22 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.3769 2022/11/28 13:24:05 - mmengine - INFO - Epoch(train) [22][1000/5005] lr: 9.2495e-02 eta: 8:48:16 time: 0.0639 data_time: 0.0013 memory: 1152 loss: 2.3949 2022/11/28 13:24:11 - mmengine - INFO - Epoch(train) [22][1100/5005] lr: 9.2481e-02 eta: 8:48:10 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.3170 2022/11/28 13:24:18 - mmengine - INFO - Epoch(train) [22][1200/5005] lr: 9.2467e-02 eta: 8:48:04 time: 0.0639 data_time: 0.0011 memory: 1152 loss: 2.4063 2022/11/28 13:24:24 - mmengine - INFO - Epoch(train) [22][1300/5005] lr: 9.2454e-02 eta: 8:47:58 time: 0.0644 data_time: 0.0012 memory: 1152 loss: 2.7034 2022/11/28 13:24:31 - mmengine - INFO - Epoch(train) [22][1400/5005] lr: 9.2440e-02 eta: 8:47:52 time: 0.0631 data_time: 0.0011 memory: 1152 loss: 2.4822 2022/11/28 13:24:37 - mmengine - INFO - Epoch(train) [22][1500/5005] lr: 9.2426e-02 eta: 8:47:45 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.1171 2022/11/28 13:24:44 - mmengine - INFO - Epoch(train) [22][1600/5005] lr: 9.2412e-02 eta: 8:47:39 time: 0.0639 data_time: 0.0012 memory: 1152 loss: 2.4035 2022/11/28 13:24:50 - mmengine - INFO - Epoch(train) [22][1700/5005] lr: 9.2398e-02 eta: 8:47:32 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.1759 2022/11/28 13:24:57 - mmengine - INFO - Epoch(train) [22][1800/5005] lr: 9.2384e-02 eta: 8:47:26 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.2713 2022/11/28 13:25:03 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:25:03 - mmengine - INFO - Epoch(train) [22][1900/5005] lr: 9.2370e-02 eta: 8:47:19 time: 0.0649 data_time: 0.0011 memory: 1152 loss: 2.3278 2022/11/28 13:25:10 - mmengine - INFO - Epoch(train) [22][2000/5005] lr: 9.2357e-02 eta: 8:47:14 time: 0.0713 data_time: 0.0011 memory: 1152 loss: 2.1423 2022/11/28 13:25:16 - mmengine - INFO - Epoch(train) [22][2100/5005] lr: 9.2343e-02 eta: 8:47:07 time: 0.0645 data_time: 0.0012 memory: 1152 loss: 2.3220 2022/11/28 13:25:23 - mmengine - INFO - Epoch(train) [22][2200/5005] lr: 9.2329e-02 eta: 8:47:01 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.7375 2022/11/28 13:25:29 - mmengine - INFO - Epoch(train) [22][2300/5005] lr: 9.2315e-02 eta: 8:46:55 time: 0.0643 data_time: 0.0012 memory: 1152 loss: 2.2111 2022/11/28 13:25:36 - mmengine - INFO - Epoch(train) [22][2400/5005] lr: 9.2301e-02 eta: 8:46:49 time: 0.0640 data_time: 0.0012 memory: 1152 loss: 2.2982 2022/11/28 13:25:42 - mmengine - INFO - Epoch(train) [22][2500/5005] lr: 9.2287e-02 eta: 8:46:43 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.3165 2022/11/28 13:25:49 - mmengine - INFO - Epoch(train) [22][2600/5005] lr: 9.2273e-02 eta: 8:46:36 time: 0.0644 data_time: 0.0011 memory: 1152 loss: 2.5386 2022/11/28 13:25:55 - mmengine - INFO - Epoch(train) [22][2700/5005] lr: 9.2259e-02 eta: 8:46:30 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.2830 2022/11/28 13:26:02 - mmengine - INFO - Epoch(train) [22][2800/5005] lr: 9.2245e-02 eta: 8:46:23 time: 0.0640 data_time: 0.0012 memory: 1152 loss: 2.3807 2022/11/28 13:26:08 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:26:08 - mmengine - INFO - Epoch(train) [22][2900/5005] lr: 9.2231e-02 eta: 8:46:17 time: 0.0639 data_time: 0.0012 memory: 1152 loss: 2.2921 2022/11/28 13:26:14 - mmengine - INFO - Epoch(train) [22][3000/5005] lr: 9.2217e-02 eta: 8:46:11 time: 0.0644 data_time: 0.0011 memory: 1152 loss: 2.2600 2022/11/28 13:26:21 - mmengine - INFO - Epoch(train) [22][3100/5005] lr: 9.2203e-02 eta: 8:46:06 time: 0.0712 data_time: 0.0012 memory: 1152 loss: 2.4518 2022/11/28 13:26:28 - mmengine - INFO - Epoch(train) [22][3200/5005] lr: 9.2189e-02 eta: 8:45:59 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.3321 2022/11/28 13:26:34 - mmengine - INFO - Epoch(train) [22][3300/5005] lr: 9.2175e-02 eta: 8:45:53 time: 0.0644 data_time: 0.0012 memory: 1152 loss: 2.4553 2022/11/28 13:26:41 - mmengine - INFO - Epoch(train) [22][3400/5005] lr: 9.2161e-02 eta: 8:45:47 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.3577 2022/11/28 13:26:47 - mmengine - INFO - Epoch(train) [22][3500/5005] lr: 9.2147e-02 eta: 8:45:40 time: 0.0634 data_time: 0.0012 memory: 1152 loss: 2.3464 2022/11/28 13:26:54 - mmengine - INFO - Epoch(train) [22][3600/5005] lr: 9.2133e-02 eta: 8:45:34 time: 0.0634 data_time: 0.0011 memory: 1152 loss: 2.5189 2022/11/28 13:27:00 - mmengine - INFO - Epoch(train) [22][3700/5005] lr: 9.2119e-02 eta: 8:45:28 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.5102 2022/11/28 13:27:07 - mmengine - INFO - Epoch(train) [22][3800/5005] lr: 9.2104e-02 eta: 8:45:22 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.3368 2022/11/28 13:27:13 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:27:13 - mmengine - INFO - Epoch(train) [22][3900/5005] lr: 9.2090e-02 eta: 8:45:15 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.1528 2022/11/28 13:27:19 - mmengine - INFO - Epoch(train) [22][4000/5005] lr: 9.2076e-02 eta: 8:45:09 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.4093 2022/11/28 13:27:26 - mmengine - INFO - Epoch(train) [22][4100/5005] lr: 9.2062e-02 eta: 8:45:02 time: 0.0635 data_time: 0.0012 memory: 1152 loss: 2.4850 2022/11/28 13:27:32 - mmengine - INFO - Epoch(train) [22][4200/5005] lr: 9.2048e-02 eta: 8:44:57 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.3069 2022/11/28 13:27:39 - mmengine - INFO - Epoch(train) [22][4300/5005] lr: 9.2034e-02 eta: 8:44:51 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.1231 2022/11/28 13:27:46 - mmengine - INFO - Epoch(train) [22][4400/5005] lr: 9.2020e-02 eta: 8:44:44 time: 0.0640 data_time: 0.0014 memory: 1152 loss: 2.5298 2022/11/28 13:27:52 - mmengine - INFO - Epoch(train) [22][4500/5005] lr: 9.2005e-02 eta: 8:44:38 time: 0.0634 data_time: 0.0011 memory: 1152 loss: 2.3396 2022/11/28 13:27:58 - mmengine - INFO - Epoch(train) [22][4600/5005] lr: 9.1991e-02 eta: 8:44:32 time: 0.0634 data_time: 0.0012 memory: 1152 loss: 2.4911 2022/11/28 13:28:05 - mmengine - INFO - Epoch(train) [22][4700/5005] lr: 9.1977e-02 eta: 8:44:25 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.3161 2022/11/28 13:28:11 - mmengine - INFO - Epoch(train) [22][4800/5005] lr: 9.1963e-02 eta: 8:44:19 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.3002 2022/11/28 13:28:18 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:28:18 - mmengine - INFO - Epoch(train) [22][4900/5005] lr: 9.1949e-02 eta: 8:44:13 time: 0.0644 data_time: 0.0012 memory: 1152 loss: 2.2132 2022/11/28 13:28:24 - mmengine - INFO - Epoch(train) [22][5000/5005] lr: 9.1934e-02 eta: 8:44:07 time: 0.0636 data_time: 0.0020 memory: 1152 loss: 2.6452 2022/11/28 13:28:25 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:28:25 - mmengine - INFO - Saving checkpoint at 22 epochs 2022/11/28 13:28:30 - mmengine - INFO - Epoch(val) [22][100/196] eta: 0:00:03 time: 0.0388 data_time: 0.0281 memory: 1152 2022/11/28 13:28:42 - mmengine - INFO - Epoch(val) [22][196/196] accuracy/top1: 53.6920 accuracy/top5: 78.7220 2022/11/28 13:28:49 - mmengine - INFO - Epoch(train) [23][ 100/5005] lr: 9.1919e-02 eta: 8:44:02 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.2156 2022/11/28 13:28:56 - mmengine - INFO - Epoch(train) [23][ 200/5005] lr: 9.1905e-02 eta: 8:43:56 time: 0.0634 data_time: 0.0012 memory: 1152 loss: 2.5534 2022/11/28 13:29:02 - mmengine - INFO - Epoch(train) [23][ 300/5005] lr: 9.1891e-02 eta: 8:43:49 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.2565 2022/11/28 13:29:09 - mmengine - INFO - Epoch(train) [23][ 400/5005] lr: 9.1877e-02 eta: 8:43:43 time: 0.0632 data_time: 0.0011 memory: 1152 loss: 2.3854 2022/11/28 13:29:15 - mmengine - INFO - Epoch(train) [23][ 500/5005] lr: 9.1862e-02 eta: 8:43:37 time: 0.0683 data_time: 0.0013 memory: 1152 loss: 2.4037 2022/11/28 13:29:22 - mmengine - INFO - Epoch(train) [23][ 600/5005] lr: 9.1848e-02 eta: 8:43:31 time: 0.0641 data_time: 0.0011 memory: 1152 loss: 2.3776 2022/11/28 13:29:28 - mmengine - INFO - Epoch(train) [23][ 700/5005] lr: 9.1834e-02 eta: 8:43:24 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.2781 2022/11/28 13:29:35 - mmengine - INFO - Epoch(train) [23][ 800/5005] lr: 9.1819e-02 eta: 8:43:18 time: 0.0643 data_time: 0.0011 memory: 1152 loss: 2.1803 2022/11/28 13:29:41 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:29:41 - mmengine - INFO - Epoch(train) [23][ 900/5005] lr: 9.1805e-02 eta: 8:43:12 time: 0.0639 data_time: 0.0011 memory: 1152 loss: 2.2894 2022/11/28 13:29:48 - mmengine - INFO - Epoch(train) [23][1000/5005] lr: 9.1791e-02 eta: 8:43:06 time: 0.0639 data_time: 0.0011 memory: 1152 loss: 2.2693 2022/11/28 13:29:54 - mmengine - INFO - Epoch(train) [23][1100/5005] lr: 9.1776e-02 eta: 8:43:00 time: 0.0635 data_time: 0.0012 memory: 1152 loss: 2.2993 2022/11/28 13:30:01 - mmengine - INFO - Epoch(train) [23][1200/5005] lr: 9.1762e-02 eta: 8:42:54 time: 0.0711 data_time: 0.0012 memory: 1152 loss: 2.3223 2022/11/28 13:30:07 - mmengine - INFO - Epoch(train) [23][1300/5005] lr: 9.1748e-02 eta: 8:42:47 time: 0.0636 data_time: 0.0011 memory: 1152 loss: 2.3307 2022/11/28 13:30:14 - mmengine - INFO - Epoch(train) [23][1400/5005] lr: 9.1733e-02 eta: 8:42:41 time: 0.0643 data_time: 0.0012 memory: 1152 loss: 2.2466 2022/11/28 13:30:20 - mmengine - INFO - Epoch(train) [23][1500/5005] lr: 9.1719e-02 eta: 8:42:35 time: 0.0639 data_time: 0.0011 memory: 1152 loss: 2.3478 2022/11/28 13:30:27 - mmengine - INFO - Epoch(train) [23][1600/5005] lr: 9.1704e-02 eta: 8:42:28 time: 0.0652 data_time: 0.0011 memory: 1152 loss: 2.3815 2022/11/28 13:30:33 - mmengine - INFO - Epoch(train) [23][1700/5005] lr: 9.1690e-02 eta: 8:42:22 time: 0.0647 data_time: 0.0011 memory: 1152 loss: 2.3414 2022/11/28 13:30:40 - mmengine - INFO - Epoch(train) [23][1800/5005] lr: 9.1675e-02 eta: 8:42:16 time: 0.0643 data_time: 0.0011 memory: 1152 loss: 2.3776 2022/11/28 13:30:46 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:30:46 - mmengine - INFO - Epoch(train) [23][1900/5005] lr: 9.1661e-02 eta: 8:42:10 time: 0.0642 data_time: 0.0012 memory: 1152 loss: 2.1681 2022/11/28 13:30:53 - mmengine - INFO - Epoch(train) [23][2000/5005] lr: 9.1646e-02 eta: 8:42:04 time: 0.0633 data_time: 0.0012 memory: 1152 loss: 2.4437 2022/11/28 13:30:59 - mmengine - INFO - Epoch(train) [23][2100/5005] lr: 9.1632e-02 eta: 8:41:58 time: 0.0633 data_time: 0.0012 memory: 1152 loss: 2.3832 2022/11/28 13:31:06 - mmengine - INFO - Epoch(train) [23][2200/5005] lr: 9.1618e-02 eta: 8:41:52 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.2478 2022/11/28 13:31:12 - mmengine - INFO - Epoch(train) [23][2300/5005] lr: 9.1603e-02 eta: 8:41:45 time: 0.0636 data_time: 0.0011 memory: 1152 loss: 2.4602 2022/11/28 13:31:19 - mmengine - INFO - Epoch(train) [23][2400/5005] lr: 9.1589e-02 eta: 8:41:39 time: 0.0643 data_time: 0.0011 memory: 1152 loss: 2.1399 2022/11/28 13:31:25 - mmengine - INFO - Epoch(train) [23][2500/5005] lr: 9.1574e-02 eta: 8:41:32 time: 0.0641 data_time: 0.0011 memory: 1152 loss: 2.2138 2022/11/28 13:31:32 - mmengine - INFO - Epoch(train) [23][2600/5005] lr: 9.1559e-02 eta: 8:41:26 time: 0.0645 data_time: 0.0011 memory: 1152 loss: 2.1872 2022/11/28 13:31:38 - mmengine - INFO - Epoch(train) [23][2700/5005] lr: 9.1545e-02 eta: 8:41:20 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.4533 2022/11/28 13:31:45 - mmengine - INFO - Epoch(train) [23][2800/5005] lr: 9.1530e-02 eta: 8:41:14 time: 0.0641 data_time: 0.0011 memory: 1152 loss: 2.6529 2022/11/28 13:31:51 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:31:51 - mmengine - INFO - Epoch(train) [23][2900/5005] lr: 9.1516e-02 eta: 8:41:07 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 2.4598 2022/11/28 13:31:58 - mmengine - INFO - Epoch(train) [23][3000/5005] lr: 9.1501e-02 eta: 8:41:01 time: 0.0632 data_time: 0.0012 memory: 1152 loss: 2.2591 2022/11/28 13:32:04 - mmengine - INFO - Epoch(train) [23][3100/5005] lr: 9.1487e-02 eta: 8:40:55 time: 0.0725 data_time: 0.0011 memory: 1152 loss: 2.2439 2022/11/28 13:32:11 - mmengine - INFO - Epoch(train) [23][3200/5005] lr: 9.1472e-02 eta: 8:40:49 time: 0.0634 data_time: 0.0011 memory: 1152 loss: 2.3690 2022/11/28 13:32:17 - mmengine - INFO - Epoch(train) [23][3300/5005] lr: 9.1457e-02 eta: 8:40:43 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.1449 2022/11/28 13:32:24 - mmengine - INFO - Epoch(train) [23][3400/5005] lr: 9.1443e-02 eta: 8:40:37 time: 0.0635 data_time: 0.0015 memory: 1152 loss: 2.3345 2022/11/28 13:32:30 - mmengine - INFO - Epoch(train) [23][3500/5005] lr: 9.1428e-02 eta: 8:40:31 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.2857 2022/11/28 13:32:37 - mmengine - INFO - Epoch(train) [23][3600/5005] lr: 9.1413e-02 eta: 8:40:24 time: 0.0633 data_time: 0.0012 memory: 1152 loss: 2.2484 2022/11/28 13:32:43 - mmengine - INFO - Epoch(train) [23][3700/5005] lr: 9.1399e-02 eta: 8:40:18 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.2300 2022/11/28 13:32:50 - mmengine - INFO - Epoch(train) [23][3800/5005] lr: 9.1384e-02 eta: 8:40:12 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.3875 2022/11/28 13:32:56 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:32:56 - mmengine - INFO - Epoch(train) [23][3900/5005] lr: 9.1369e-02 eta: 8:40:05 time: 0.0647 data_time: 0.0011 memory: 1152 loss: 2.4292 2022/11/28 13:33:03 - mmengine - INFO - Epoch(train) [23][4000/5005] lr: 9.1355e-02 eta: 8:39:59 time: 0.0645 data_time: 0.0012 memory: 1152 loss: 2.5012 2022/11/28 13:33:09 - mmengine - INFO - Epoch(train) [23][4100/5005] lr: 9.1340e-02 eta: 8:39:53 time: 0.0629 data_time: 0.0012 memory: 1152 loss: 2.3033 2022/11/28 13:33:16 - mmengine - INFO - Epoch(train) [23][4200/5005] lr: 9.1325e-02 eta: 8:39:47 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.4624 2022/11/28 13:33:22 - mmengine - INFO - Epoch(train) [23][4300/5005] lr: 9.1311e-02 eta: 8:39:41 time: 0.0642 data_time: 0.0011 memory: 1152 loss: 2.3552 2022/11/28 13:33:29 - mmengine - INFO - Epoch(train) [23][4400/5005] lr: 9.1296e-02 eta: 8:39:34 time: 0.0656 data_time: 0.0011 memory: 1152 loss: 2.3834 2022/11/28 13:33:35 - mmengine - INFO - Epoch(train) [23][4500/5005] lr: 9.1281e-02 eta: 8:39:28 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.1785 2022/11/28 13:33:42 - mmengine - INFO - Epoch(train) [23][4600/5005] lr: 9.1266e-02 eta: 8:39:22 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.2245 2022/11/28 13:33:48 - mmengine - INFO - Epoch(train) [23][4700/5005] lr: 9.1252e-02 eta: 8:39:15 time: 0.0630 data_time: 0.0012 memory: 1152 loss: 2.4272 2022/11/28 13:33:55 - mmengine - INFO - Epoch(train) [23][4800/5005] lr: 9.1237e-02 eta: 8:39:09 time: 0.0636 data_time: 0.0011 memory: 1152 loss: 2.6233 2022/11/28 13:34:01 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:34:01 - mmengine - INFO - Epoch(train) [23][4900/5005] lr: 9.1222e-02 eta: 8:39:03 time: 0.0704 data_time: 0.0012 memory: 1152 loss: 2.3493 2022/11/28 13:34:08 - mmengine - INFO - Epoch(train) [23][5000/5005] lr: 9.1207e-02 eta: 8:38:58 time: 0.0647 data_time: 0.0020 memory: 1152 loss: 2.4028 2022/11/28 13:34:08 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:34:08 - mmengine - INFO - Saving checkpoint at 23 epochs 2022/11/28 13:34:13 - mmengine - INFO - Epoch(val) [23][100/196] eta: 0:00:03 time: 0.0367 data_time: 0.0252 memory: 1152 2022/11/28 13:34:26 - mmengine - INFO - Epoch(val) [23][196/196] accuracy/top1: 53.5800 accuracy/top5: 78.6060 2022/11/28 13:34:33 - mmengine - INFO - Epoch(train) [24][ 100/5005] lr: 9.1192e-02 eta: 8:38:52 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.4551 2022/11/28 13:34:40 - mmengine - INFO - Epoch(train) [24][ 200/5005] lr: 9.1177e-02 eta: 8:38:46 time: 0.0640 data_time: 0.0012 memory: 1152 loss: 2.2609 2022/11/28 13:34:46 - mmengine - INFO - Epoch(train) [24][ 300/5005] lr: 9.1162e-02 eta: 8:38:40 time: 0.0642 data_time: 0.0011 memory: 1152 loss: 2.2612 2022/11/28 13:34:53 - mmengine - INFO - Epoch(train) [24][ 400/5005] lr: 9.1147e-02 eta: 8:38:34 time: 0.0718 data_time: 0.0011 memory: 1152 loss: 2.4225 2022/11/28 13:34:59 - mmengine - INFO - Epoch(train) [24][ 500/5005] lr: 9.1132e-02 eta: 8:38:28 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.2685 2022/11/28 13:35:06 - mmengine - INFO - Epoch(train) [24][ 600/5005] lr: 9.1117e-02 eta: 8:38:22 time: 0.0673 data_time: 0.0011 memory: 1152 loss: 2.2122 2022/11/28 13:35:12 - mmengine - INFO - Epoch(train) [24][ 700/5005] lr: 9.1102e-02 eta: 8:38:16 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.2350 2022/11/28 13:35:19 - mmengine - INFO - Epoch(train) [24][ 800/5005] lr: 9.1088e-02 eta: 8:38:09 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.3500 2022/11/28 13:35:24 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:35:25 - mmengine - INFO - Epoch(train) [24][ 900/5005] lr: 9.1073e-02 eta: 8:38:03 time: 0.0639 data_time: 0.0012 memory: 1152 loss: 2.3907 2022/11/28 13:35:32 - mmengine - INFO - Epoch(train) [24][1000/5005] lr: 9.1058e-02 eta: 8:37:57 time: 0.0642 data_time: 0.0012 memory: 1152 loss: 2.3826 2022/11/28 13:35:38 - mmengine - INFO - Epoch(train) [24][1100/5005] lr: 9.1043e-02 eta: 8:37:50 time: 0.0636 data_time: 0.0012 memory: 1152 loss: 2.3740 2022/11/28 13:35:45 - mmengine - INFO - Epoch(train) [24][1200/5005] lr: 9.1028e-02 eta: 8:37:44 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.3577 2022/11/28 13:35:51 - mmengine - INFO - Epoch(train) [24][1300/5005] lr: 9.1013e-02 eta: 8:37:39 time: 0.0655 data_time: 0.0012 memory: 1152 loss: 2.5054 2022/11/28 13:35:58 - mmengine - INFO - Epoch(train) [24][1400/5005] lr: 9.0998e-02 eta: 8:37:32 time: 0.0732 data_time: 0.0012 memory: 1152 loss: 2.2488 2022/11/28 13:36:04 - mmengine - INFO - Epoch(train) [24][1500/5005] lr: 9.0983e-02 eta: 8:37:26 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.1707 2022/11/28 13:36:11 - mmengine - INFO - Epoch(train) [24][1600/5005] lr: 9.0968e-02 eta: 8:37:20 time: 0.0651 data_time: 0.0013 memory: 1152 loss: 2.3628 2022/11/28 13:36:17 - mmengine - INFO - Epoch(train) [24][1700/5005] lr: 9.0953e-02 eta: 8:37:14 time: 0.0648 data_time: 0.0013 memory: 1152 loss: 2.3353 2022/11/28 13:36:24 - mmengine - INFO - Epoch(train) [24][1800/5005] lr: 9.0938e-02 eta: 8:37:07 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.3289 2022/11/28 13:36:29 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:36:30 - mmengine - INFO - Epoch(train) [24][1900/5005] lr: 9.0923e-02 eta: 8:37:01 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.3310 2022/11/28 13:36:37 - mmengine - INFO - Epoch(train) [24][2000/5005] lr: 9.0908e-02 eta: 8:36:55 time: 0.0648 data_time: 0.0011 memory: 1152 loss: 2.5352 2022/11/28 13:36:43 - mmengine - INFO - Epoch(train) [24][2100/5005] lr: 9.0893e-02 eta: 8:36:49 time: 0.0643 data_time: 0.0013 memory: 1152 loss: 2.4270 2022/11/28 13:36:50 - mmengine - INFO - Epoch(train) [24][2200/5005] lr: 9.0878e-02 eta: 8:36:43 time: 0.0636 data_time: 0.0011 memory: 1152 loss: 2.2394 2022/11/28 13:36:57 - mmengine - INFO - Epoch(train) [24][2300/5005] lr: 9.0863e-02 eta: 8:36:37 time: 0.0648 data_time: 0.0011 memory: 1152 loss: 2.3527 2022/11/28 13:37:03 - mmengine - INFO - Epoch(train) [24][2400/5005] lr: 9.0848e-02 eta: 8:36:31 time: 0.0718 data_time: 0.0014 memory: 1152 loss: 2.3848 2022/11/28 13:37:10 - mmengine - INFO - Epoch(train) [24][2500/5005] lr: 9.0833e-02 eta: 8:36:25 time: 0.0647 data_time: 0.0016 memory: 1152 loss: 2.2298 2022/11/28 13:37:16 - mmengine - INFO - Epoch(train) [24][2600/5005] lr: 9.0818e-02 eta: 8:36:19 time: 0.0645 data_time: 0.0012 memory: 1152 loss: 2.3263 2022/11/28 13:37:23 - mmengine - INFO - Epoch(train) [24][2700/5005] lr: 9.0802e-02 eta: 8:36:13 time: 0.0796 data_time: 0.0012 memory: 1152 loss: 2.4749 2022/11/28 13:37:29 - mmengine - INFO - Epoch(train) [24][2800/5005] lr: 9.0787e-02 eta: 8:36:07 time: 0.0639 data_time: 0.0011 memory: 1152 loss: 2.3348 2022/11/28 13:37:35 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:37:36 - mmengine - INFO - Epoch(train) [24][2900/5005] lr: 9.0772e-02 eta: 8:36:00 time: 0.0635 data_time: 0.0011 memory: 1152 loss: 2.2067 2022/11/28 13:37:42 - mmengine - INFO - Epoch(train) [24][3000/5005] lr: 9.0757e-02 eta: 8:35:54 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.5797 2022/11/28 13:37:49 - mmengine - INFO - Epoch(train) [24][3100/5005] lr: 9.0742e-02 eta: 8:35:48 time: 0.0641 data_time: 0.0011 memory: 1152 loss: 2.1920 2022/11/28 13:37:55 - mmengine - INFO - Epoch(train) [24][3200/5005] lr: 9.0727e-02 eta: 8:35:42 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.2691 2022/11/28 13:38:02 - mmengine - INFO - Epoch(train) [24][3300/5005] lr: 9.0711e-02 eta: 8:35:37 time: 0.0643 data_time: 0.0012 memory: 1152 loss: 2.1900 2022/11/28 13:38:09 - mmengine - INFO - Epoch(train) [24][3400/5005] lr: 9.0696e-02 eta: 8:35:32 time: 0.0647 data_time: 0.0011 memory: 1152 loss: 2.1312 2022/11/28 13:38:15 - mmengine - INFO - Epoch(train) [24][3500/5005] lr: 9.0681e-02 eta: 8:35:25 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.0539 2022/11/28 13:38:22 - mmengine - INFO - Epoch(train) [24][3600/5005] lr: 9.0666e-02 eta: 8:35:19 time: 0.0646 data_time: 0.0012 memory: 1152 loss: 2.4563 2022/11/28 13:38:28 - mmengine - INFO - Epoch(train) [24][3700/5005] lr: 9.0651e-02 eta: 8:35:12 time: 0.0636 data_time: 0.0011 memory: 1152 loss: 2.3201 2022/11/28 13:38:35 - mmengine - INFO - Epoch(train) [24][3800/5005] lr: 9.0635e-02 eta: 8:35:06 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.3965 2022/11/28 13:38:40 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:38:41 - mmengine - INFO - Epoch(train) [24][3900/5005] lr: 9.0620e-02 eta: 8:35:00 time: 0.0648 data_time: 0.0012 memory: 1152 loss: 2.6840 2022/11/28 13:38:48 - mmengine - INFO - Epoch(train) [24][4000/5005] lr: 9.0605e-02 eta: 8:34:53 time: 0.0647 data_time: 0.0011 memory: 1152 loss: 2.2327 2022/11/28 13:38:54 - mmengine - INFO - Epoch(train) [24][4100/5005] lr: 9.0590e-02 eta: 8:34:47 time: 0.0640 data_time: 0.0012 memory: 1152 loss: 2.2011 2022/11/28 13:39:01 - mmengine - INFO - Epoch(train) [24][4200/5005] lr: 9.0574e-02 eta: 8:34:41 time: 0.0638 data_time: 0.0016 memory: 1152 loss: 2.4123 2022/11/28 13:39:07 - mmengine - INFO - Epoch(train) [24][4300/5005] lr: 9.0559e-02 eta: 8:34:35 time: 0.0732 data_time: 0.0011 memory: 1152 loss: 2.1315 2022/11/28 13:39:14 - mmengine - INFO - Epoch(train) [24][4400/5005] lr: 9.0544e-02 eta: 8:34:30 time: 0.0745 data_time: 0.0012 memory: 1152 loss: 2.4389 2022/11/28 13:39:20 - mmengine - INFO - Epoch(train) [24][4500/5005] lr: 9.0528e-02 eta: 8:34:23 time: 0.0643 data_time: 0.0011 memory: 1152 loss: 2.3204 2022/11/28 13:39:27 - mmengine - INFO - Epoch(train) [24][4600/5005] lr: 9.0513e-02 eta: 8:34:17 time: 0.0640 data_time: 0.0012 memory: 1152 loss: 2.3235 2022/11/28 13:39:33 - mmengine - INFO - Epoch(train) [24][4700/5005] lr: 9.0498e-02 eta: 8:34:11 time: 0.0639 data_time: 0.0012 memory: 1152 loss: 2.1332 2022/11/28 13:39:40 - mmengine - INFO - Epoch(train) [24][4800/5005] lr: 9.0482e-02 eta: 8:34:04 time: 0.0640 data_time: 0.0012 memory: 1152 loss: 2.4222 2022/11/28 13:39:45 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:39:46 - mmengine - INFO - Epoch(train) [24][4900/5005] lr: 9.0467e-02 eta: 8:33:58 time: 0.0657 data_time: 0.0012 memory: 1152 loss: 2.3734 2022/11/28 13:39:53 - mmengine - INFO - Epoch(train) [24][5000/5005] lr: 9.0452e-02 eta: 8:33:52 time: 0.0649 data_time: 0.0020 memory: 1152 loss: 2.3097 2022/11/28 13:39:53 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:39:53 - mmengine - INFO - Saving checkpoint at 24 epochs 2022/11/28 13:39:58 - mmengine - INFO - Epoch(val) [24][100/196] eta: 0:00:03 time: 0.0364 data_time: 0.0255 memory: 1152 2022/11/28 13:40:11 - mmengine - INFO - Epoch(val) [24][196/196] accuracy/top1: 54.5180 accuracy/top5: 79.1300 2022/11/28 13:40:18 - mmengine - INFO - Epoch(train) [25][ 100/5005] lr: 9.0436e-02 eta: 8:33:47 time: 0.0681 data_time: 0.0012 memory: 1152 loss: 2.2513 2022/11/28 13:40:24 - mmengine - INFO - Epoch(train) [25][ 200/5005] lr: 9.0420e-02 eta: 8:33:40 time: 0.0649 data_time: 0.0011 memory: 1152 loss: 2.2498 2022/11/28 13:40:31 - mmengine - INFO - Epoch(train) [25][ 300/5005] lr: 9.0405e-02 eta: 8:33:34 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.3644 2022/11/28 13:40:37 - mmengine - INFO - Epoch(train) [25][ 400/5005] lr: 9.0389e-02 eta: 8:33:27 time: 0.0636 data_time: 0.0012 memory: 1152 loss: 2.3894 2022/11/28 13:40:44 - mmengine - INFO - Epoch(train) [25][ 500/5005] lr: 9.0374e-02 eta: 8:33:21 time: 0.0646 data_time: 0.0012 memory: 1152 loss: 2.3915 2022/11/28 13:40:50 - mmengine - INFO - Epoch(train) [25][ 600/5005] lr: 9.0359e-02 eta: 8:33:15 time: 0.0643 data_time: 0.0012 memory: 1152 loss: 2.1294 2022/11/28 13:40:57 - mmengine - INFO - Epoch(train) [25][ 700/5005] lr: 9.0343e-02 eta: 8:33:08 time: 0.0639 data_time: 0.0011 memory: 1152 loss: 2.6057 2022/11/28 13:41:03 - mmengine - INFO - Epoch(train) [25][ 800/5005] lr: 9.0328e-02 eta: 8:33:02 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.1512 2022/11/28 13:41:08 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:41:10 - mmengine - INFO - Epoch(train) [25][ 900/5005] lr: 9.0312e-02 eta: 8:32:56 time: 0.0642 data_time: 0.0016 memory: 1152 loss: 2.3884 2022/11/28 13:41:16 - mmengine - INFO - Epoch(train) [25][1000/5005] lr: 9.0297e-02 eta: 8:32:49 time: 0.0647 data_time: 0.0012 memory: 1152 loss: 2.3704 2022/11/28 13:41:23 - mmengine - INFO - Epoch(train) [25][1100/5005] lr: 9.0281e-02 eta: 8:32:44 time: 0.0634 data_time: 0.0012 memory: 1152 loss: 2.3652 2022/11/28 13:41:29 - mmengine - INFO - Epoch(train) [25][1200/5005] lr: 9.0266e-02 eta: 8:32:38 time: 0.0685 data_time: 0.0012 memory: 1152 loss: 2.6673 2022/11/28 13:41:36 - mmengine - INFO - Epoch(train) [25][1300/5005] lr: 9.0250e-02 eta: 8:32:31 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.2308 2022/11/28 13:41:42 - mmengine - INFO - Epoch(train) [25][1400/5005] lr: 9.0235e-02 eta: 8:32:25 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.3226 2022/11/28 13:41:49 - mmengine - INFO - Epoch(train) [25][1500/5005] lr: 9.0219e-02 eta: 8:32:19 time: 0.0708 data_time: 0.0012 memory: 1152 loss: 2.3891 2022/11/28 13:41:55 - mmengine - INFO - Epoch(train) [25][1600/5005] lr: 9.0204e-02 eta: 8:32:12 time: 0.0645 data_time: 0.0012 memory: 1152 loss: 2.1958 2022/11/28 13:42:02 - mmengine - INFO - Epoch(train) [25][1700/5005] lr: 9.0188e-02 eta: 8:32:06 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.3467 2022/11/28 13:42:08 - mmengine - INFO - Epoch(train) [25][1800/5005] lr: 9.0173e-02 eta: 8:31:59 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.5089 2022/11/28 13:42:13 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:42:15 - mmengine - INFO - Epoch(train) [25][1900/5005] lr: 9.0157e-02 eta: 8:31:53 time: 0.0640 data_time: 0.0012 memory: 1152 loss: 2.3940 2022/11/28 13:42:21 - mmengine - INFO - Epoch(train) [25][2000/5005] lr: 9.0141e-02 eta: 8:31:47 time: 0.0634 data_time: 0.0012 memory: 1152 loss: 2.2799 2022/11/28 13:42:28 - mmengine - INFO - Epoch(train) [25][2100/5005] lr: 9.0126e-02 eta: 8:31:41 time: 0.0632 data_time: 0.0012 memory: 1152 loss: 2.2755 2022/11/28 13:42:34 - mmengine - INFO - Epoch(train) [25][2200/5005] lr: 9.0110e-02 eta: 8:31:35 time: 0.0655 data_time: 0.0012 memory: 1152 loss: 2.3585 2022/11/28 13:42:41 - mmengine - INFO - Epoch(train) [25][2300/5005] lr: 9.0095e-02 eta: 8:31:29 time: 0.0645 data_time: 0.0012 memory: 1152 loss: 2.3412 2022/11/28 13:42:47 - mmengine - INFO - Epoch(train) [25][2400/5005] lr: 9.0079e-02 eta: 8:31:22 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.2979 2022/11/28 13:42:54 - mmengine - INFO - Epoch(train) [25][2500/5005] lr: 9.0063e-02 eta: 8:31:16 time: 0.0634 data_time: 0.0011 memory: 1152 loss: 2.1759 2022/11/28 13:43:00 - mmengine - INFO - Epoch(train) [25][2600/5005] lr: 9.0048e-02 eta: 8:31:10 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.5539 2022/11/28 13:43:07 - mmengine - INFO - Epoch(train) [25][2700/5005] lr: 9.0032e-02 eta: 8:31:03 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.0599 2022/11/28 13:43:13 - mmengine - INFO - Epoch(train) [25][2800/5005] lr: 9.0016e-02 eta: 8:30:57 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.4052 2022/11/28 13:43:18 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:43:20 - mmengine - INFO - Epoch(train) [25][2900/5005] lr: 9.0001e-02 eta: 8:30:51 time: 0.0644 data_time: 0.0012 memory: 1152 loss: 2.2521 2022/11/28 13:43:26 - mmengine - INFO - Epoch(train) [25][3000/5005] lr: 8.9985e-02 eta: 8:30:44 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.4163 2022/11/28 13:43:33 - mmengine - INFO - Epoch(train) [25][3100/5005] lr: 8.9969e-02 eta: 8:30:38 time: 0.0642 data_time: 0.0011 memory: 1152 loss: 2.1575 2022/11/28 13:43:39 - mmengine - INFO - Epoch(train) [25][3200/5005] lr: 8.9953e-02 eta: 8:30:32 time: 0.0642 data_time: 0.0011 memory: 1152 loss: 2.4855 2022/11/28 13:43:46 - mmengine - INFO - Epoch(train) [25][3300/5005] lr: 8.9938e-02 eta: 8:30:26 time: 0.0642 data_time: 0.0012 memory: 1152 loss: 2.3350 2022/11/28 13:43:52 - mmengine - INFO - Epoch(train) [25][3400/5005] lr: 8.9922e-02 eta: 8:30:20 time: 0.0638 data_time: 0.0013 memory: 1152 loss: 2.2813 2022/11/28 13:43:59 - mmengine - INFO - Epoch(train) [25][3500/5005] lr: 8.9906e-02 eta: 8:30:13 time: 0.0644 data_time: 0.0012 memory: 1152 loss: 2.2403 2022/11/28 13:44:05 - mmengine - INFO - Epoch(train) [25][3600/5005] lr: 8.9890e-02 eta: 8:30:07 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.3447 2022/11/28 13:44:12 - mmengine - INFO - Epoch(train) [25][3700/5005] lr: 8.9875e-02 eta: 8:30:01 time: 0.0643 data_time: 0.0012 memory: 1152 loss: 2.2936 2022/11/28 13:44:18 - mmengine - INFO - Epoch(train) [25][3800/5005] lr: 8.9859e-02 eta: 8:29:54 time: 0.0647 data_time: 0.0012 memory: 1152 loss: 2.2477 2022/11/28 13:44:24 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:44:25 - mmengine - INFO - Epoch(train) [25][3900/5005] lr: 8.9843e-02 eta: 8:29:48 time: 0.0643 data_time: 0.0012 memory: 1152 loss: 2.2707 2022/11/28 13:44:31 - mmengine - INFO - Epoch(train) [25][4000/5005] lr: 8.9827e-02 eta: 8:29:42 time: 0.0636 data_time: 0.0015 memory: 1152 loss: 2.2732 2022/11/28 13:44:38 - mmengine - INFO - Epoch(train) [25][4100/5005] lr: 8.9811e-02 eta: 8:29:36 time: 0.0640 data_time: 0.0012 memory: 1152 loss: 2.2786 2022/11/28 13:44:45 - mmengine - INFO - Epoch(train) [25][4200/5005] lr: 8.9796e-02 eta: 8:29:30 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.2978 2022/11/28 13:44:51 - mmengine - INFO - Epoch(train) [25][4300/5005] lr: 8.9780e-02 eta: 8:29:24 time: 0.0647 data_time: 0.0012 memory: 1152 loss: 2.6301 2022/11/28 13:44:58 - mmengine - INFO - Epoch(train) [25][4400/5005] lr: 8.9764e-02 eta: 8:29:18 time: 0.0653 data_time: 0.0012 memory: 1152 loss: 2.3565 2022/11/28 13:45:04 - mmengine - INFO - Epoch(train) [25][4500/5005] lr: 8.9748e-02 eta: 8:29:11 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.4300 2022/11/28 13:45:11 - mmengine - INFO - Epoch(train) [25][4600/5005] lr: 8.9732e-02 eta: 8:29:05 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.3577 2022/11/28 13:45:17 - mmengine - INFO - Epoch(train) [25][4700/5005] lr: 8.9716e-02 eta: 8:28:59 time: 0.0643 data_time: 0.0012 memory: 1152 loss: 2.2357 2022/11/28 13:45:24 - mmengine - INFO - Epoch(train) [25][4800/5005] lr: 8.9700e-02 eta: 8:28:53 time: 0.0644 data_time: 0.0012 memory: 1152 loss: 2.4640 2022/11/28 13:45:29 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:45:30 - mmengine - INFO - Epoch(train) [25][4900/5005] lr: 8.9685e-02 eta: 8:28:46 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.3079 2022/11/28 13:45:37 - mmengine - INFO - Epoch(train) [25][5000/5005] lr: 8.9669e-02 eta: 8:28:40 time: 0.0639 data_time: 0.0020 memory: 1152 loss: 2.3260 2022/11/28 13:45:37 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:45:37 - mmengine - INFO - Saving checkpoint at 25 epochs 2022/11/28 13:45:42 - mmengine - INFO - Epoch(val) [25][100/196] eta: 0:00:03 time: 0.0374 data_time: 0.0255 memory: 1152 2022/11/28 13:45:55 - mmengine - INFO - Epoch(val) [25][196/196] accuracy/top1: 54.0600 accuracy/top5: 78.8460 2022/11/28 13:46:01 - mmengine - INFO - Epoch(train) [26][ 100/5005] lr: 8.9652e-02 eta: 8:28:34 time: 0.0689 data_time: 0.0011 memory: 1152 loss: 2.1300 2022/11/28 13:46:08 - mmengine - INFO - Epoch(train) [26][ 200/5005] lr: 8.9636e-02 eta: 8:28:28 time: 0.0655 data_time: 0.0012 memory: 1152 loss: 2.2226 2022/11/28 13:46:14 - mmengine - INFO - Epoch(train) [26][ 300/5005] lr: 8.9620e-02 eta: 8:28:21 time: 0.0652 data_time: 0.0016 memory: 1152 loss: 2.1760 2022/11/28 13:46:21 - mmengine - INFO - Epoch(train) [26][ 400/5005] lr: 8.9604e-02 eta: 8:28:15 time: 0.0653 data_time: 0.0011 memory: 1152 loss: 2.2721 2022/11/28 13:46:27 - mmengine - INFO - Epoch(train) [26][ 500/5005] lr: 8.9588e-02 eta: 8:28:09 time: 0.0652 data_time: 0.0012 memory: 1152 loss: 2.1786 2022/11/28 13:46:34 - mmengine - INFO - Epoch(train) [26][ 600/5005] lr: 8.9572e-02 eta: 8:28:03 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.2564 2022/11/28 13:46:41 - mmengine - INFO - Epoch(train) [26][ 700/5005] lr: 8.9556e-02 eta: 8:27:57 time: 0.0642 data_time: 0.0012 memory: 1152 loss: 2.2939 2022/11/28 13:46:47 - mmengine - INFO - Epoch(train) [26][ 800/5005] lr: 8.9540e-02 eta: 8:27:51 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.0154 2022/11/28 13:46:52 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:46:54 - mmengine - INFO - Epoch(train) [26][ 900/5005] lr: 8.9524e-02 eta: 8:27:45 time: 0.0640 data_time: 0.0013 memory: 1152 loss: 2.4003 2022/11/28 13:47:00 - mmengine - INFO - Epoch(train) [26][1000/5005] lr: 8.9508e-02 eta: 8:27:38 time: 0.0641 data_time: 0.0011 memory: 1152 loss: 2.3099 2022/11/28 13:47:07 - mmengine - INFO - Epoch(train) [26][1100/5005] lr: 8.9492e-02 eta: 8:27:32 time: 0.0648 data_time: 0.0012 memory: 1152 loss: 2.1621 2022/11/28 13:47:13 - mmengine - INFO - Epoch(train) [26][1200/5005] lr: 8.9476e-02 eta: 8:27:26 time: 0.0647 data_time: 0.0011 memory: 1152 loss: 2.3645 2022/11/28 13:47:20 - mmengine - INFO - Epoch(train) [26][1300/5005] lr: 8.9460e-02 eta: 8:27:20 time: 0.0704 data_time: 0.0011 memory: 1152 loss: 2.2651 2022/11/28 13:47:26 - mmengine - INFO - Epoch(train) [26][1400/5005] lr: 8.9444e-02 eta: 8:27:14 time: 0.0687 data_time: 0.0012 memory: 1152 loss: 2.1928 2022/11/28 13:47:33 - mmengine - INFO - Epoch(train) [26][1500/5005] lr: 8.9428e-02 eta: 8:27:08 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.3209 2022/11/28 13:47:40 - mmengine - INFO - Epoch(train) [26][1600/5005] lr: 8.9412e-02 eta: 8:27:02 time: 0.0738 data_time: 0.0011 memory: 1152 loss: 2.3705 2022/11/28 13:47:46 - mmengine - INFO - Epoch(train) [26][1700/5005] lr: 8.9396e-02 eta: 8:26:56 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.3722 2022/11/28 13:47:53 - mmengine - INFO - Epoch(train) [26][1800/5005] lr: 8.9379e-02 eta: 8:26:50 time: 0.0646 data_time: 0.0013 memory: 1152 loss: 2.0560 2022/11/28 13:47:58 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:47:59 - mmengine - INFO - Epoch(train) [26][1900/5005] lr: 8.9363e-02 eta: 8:26:44 time: 0.0639 data_time: 0.0012 memory: 1152 loss: 2.2445 2022/11/28 13:48:06 - mmengine - INFO - Epoch(train) [26][2000/5005] lr: 8.9347e-02 eta: 8:26:37 time: 0.0644 data_time: 0.0012 memory: 1152 loss: 2.1748 2022/11/28 13:48:12 - mmengine - INFO - Epoch(train) [26][2100/5005] lr: 8.9331e-02 eta: 8:26:31 time: 0.0643 data_time: 0.0012 memory: 1152 loss: 2.2402 2022/11/28 13:48:19 - mmengine - INFO - Epoch(train) [26][2200/5005] lr: 8.9315e-02 eta: 8:26:24 time: 0.0635 data_time: 0.0012 memory: 1152 loss: 2.3839 2022/11/28 13:48:25 - mmengine - INFO - Epoch(train) [26][2300/5005] lr: 8.9299e-02 eta: 8:26:18 time: 0.0634 data_time: 0.0012 memory: 1152 loss: 2.3841 2022/11/28 13:48:31 - mmengine - INFO - Epoch(train) [26][2400/5005] lr: 8.9283e-02 eta: 8:26:12 time: 0.0638 data_time: 0.0014 memory: 1152 loss: 2.2278 2022/11/28 13:48:38 - mmengine - INFO - Epoch(train) [26][2500/5005] lr: 8.9266e-02 eta: 8:26:06 time: 0.0643 data_time: 0.0012 memory: 1152 loss: 2.1014 2022/11/28 13:48:45 - mmengine - INFO - Epoch(train) [26][2600/5005] lr: 8.9250e-02 eta: 8:26:00 time: 0.0651 data_time: 0.0012 memory: 1152 loss: 2.2896 2022/11/28 13:48:51 - mmengine - INFO - Epoch(train) [26][2700/5005] lr: 8.9234e-02 eta: 8:25:53 time: 0.0638 data_time: 0.0013 memory: 1152 loss: 2.2718 2022/11/28 13:48:58 - mmengine - INFO - Epoch(train) [26][2800/5005] lr: 8.9218e-02 eta: 8:25:47 time: 0.0639 data_time: 0.0012 memory: 1152 loss: 2.0642 2022/11/28 13:49:03 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:49:04 - mmengine - INFO - Epoch(train) [26][2900/5005] lr: 8.9202e-02 eta: 8:25:41 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.4856 2022/11/28 13:49:11 - mmengine - INFO - Epoch(train) [26][3000/5005] lr: 8.9185e-02 eta: 8:25:34 time: 0.0640 data_time: 0.0012 memory: 1152 loss: 2.3739 2022/11/28 13:49:17 - mmengine - INFO - Epoch(train) [26][3100/5005] lr: 8.9169e-02 eta: 8:25:28 time: 0.0638 data_time: 0.0015 memory: 1152 loss: 2.4936 2022/11/28 13:49:23 - mmengine - INFO - Epoch(train) [26][3200/5005] lr: 8.9153e-02 eta: 8:25:21 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.2833 2022/11/28 13:49:30 - mmengine - INFO - Epoch(train) [26][3300/5005] lr: 8.9137e-02 eta: 8:25:15 time: 0.0636 data_time: 0.0015 memory: 1152 loss: 2.3919 2022/11/28 13:49:37 - mmengine - INFO - Epoch(train) [26][3400/5005] lr: 8.9120e-02 eta: 8:25:09 time: 0.0634 data_time: 0.0014 memory: 1152 loss: 2.3292 2022/11/28 13:49:43 - mmengine - INFO - Epoch(train) [26][3500/5005] lr: 8.9104e-02 eta: 8:25:03 time: 0.0709 data_time: 0.0012 memory: 1152 loss: 2.2926 2022/11/28 13:49:50 - mmengine - INFO - Epoch(train) [26][3600/5005] lr: 8.9088e-02 eta: 8:24:57 time: 0.0640 data_time: 0.0012 memory: 1152 loss: 2.5116 2022/11/28 13:49:56 - mmengine - INFO - Epoch(train) [26][3700/5005] lr: 8.9071e-02 eta: 8:24:51 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.2124 2022/11/28 13:50:03 - mmengine - INFO - Epoch(train) [26][3800/5005] lr: 8.9055e-02 eta: 8:24:45 time: 0.0633 data_time: 0.0012 memory: 1152 loss: 2.3061 2022/11/28 13:50:08 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:50:09 - mmengine - INFO - Epoch(train) [26][3900/5005] lr: 8.9039e-02 eta: 8:24:38 time: 0.0639 data_time: 0.0013 memory: 1152 loss: 2.2654 2022/11/28 13:50:16 - mmengine - INFO - Epoch(train) [26][4000/5005] lr: 8.9022e-02 eta: 8:24:32 time: 0.0656 data_time: 0.0012 memory: 1152 loss: 2.3830 2022/11/28 13:50:22 - mmengine - INFO - Epoch(train) [26][4100/5005] lr: 8.9006e-02 eta: 8:24:26 time: 0.0656 data_time: 0.0012 memory: 1152 loss: 2.3211 2022/11/28 13:50:29 - mmengine - INFO - Epoch(train) [26][4200/5005] lr: 8.8990e-02 eta: 8:24:19 time: 0.0639 data_time: 0.0012 memory: 1152 loss: 2.2448 2022/11/28 13:50:35 - mmengine - INFO - Epoch(train) [26][4300/5005] lr: 8.8973e-02 eta: 8:24:13 time: 0.0640 data_time: 0.0012 memory: 1152 loss: 2.2134 2022/11/28 13:50:42 - mmengine - INFO - Epoch(train) [26][4400/5005] lr: 8.8957e-02 eta: 8:24:07 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.2151 2022/11/28 13:50:48 - mmengine - INFO - Epoch(train) [26][4500/5005] lr: 8.8940e-02 eta: 8:24:00 time: 0.0647 data_time: 0.0012 memory: 1152 loss: 2.0090 2022/11/28 13:50:55 - mmengine - INFO - Epoch(train) [26][4600/5005] lr: 8.8924e-02 eta: 8:23:54 time: 0.0642 data_time: 0.0012 memory: 1152 loss: 2.2146 2022/11/28 13:51:02 - mmengine - INFO - Epoch(train) [26][4700/5005] lr: 8.8908e-02 eta: 8:23:49 time: 0.0639 data_time: 0.0012 memory: 1152 loss: 2.4351 2022/11/28 13:51:08 - mmengine - INFO - Epoch(train) [26][4800/5005] lr: 8.8891e-02 eta: 8:23:43 time: 0.0634 data_time: 0.0012 memory: 1152 loss: 2.0764 2022/11/28 13:51:13 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:51:15 - mmengine - INFO - Epoch(train) [26][4900/5005] lr: 8.8875e-02 eta: 8:23:37 time: 0.0643 data_time: 0.0012 memory: 1152 loss: 2.4017 2022/11/28 13:51:21 - mmengine - INFO - Epoch(train) [26][5000/5005] lr: 8.8858e-02 eta: 8:23:31 time: 0.0648 data_time: 0.0021 memory: 1152 loss: 2.2323 2022/11/28 13:51:22 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:51:22 - mmengine - INFO - Saving checkpoint at 26 epochs 2022/11/28 13:51:26 - mmengine - INFO - Epoch(val) [26][100/196] eta: 0:00:03 time: 0.0382 data_time: 0.0268 memory: 1152 2022/11/28 13:51:39 - mmengine - INFO - Epoch(val) [26][196/196] accuracy/top1: 54.0060 accuracy/top5: 78.6320 2022/11/28 13:51:46 - mmengine - INFO - Epoch(train) [27][ 100/5005] lr: 8.8841e-02 eta: 8:23:26 time: 0.0647 data_time: 0.0012 memory: 1152 loss: 2.3755 2022/11/28 13:51:53 - mmengine - INFO - Epoch(train) [27][ 200/5005] lr: 8.8825e-02 eta: 8:23:20 time: 0.0640 data_time: 0.0012 memory: 1152 loss: 2.2531 2022/11/28 13:51:59 - mmengine - INFO - Epoch(train) [27][ 300/5005] lr: 8.8808e-02 eta: 8:23:14 time: 0.0637 data_time: 0.0011 memory: 1152 loss: 2.3985 2022/11/28 13:52:06 - mmengine - INFO - Epoch(train) [27][ 400/5005] lr: 8.8792e-02 eta: 8:23:08 time: 0.0634 data_time: 0.0012 memory: 1152 loss: 2.1837 2022/11/28 13:52:12 - mmengine - INFO - Epoch(train) [27][ 500/5005] lr: 8.8775e-02 eta: 8:23:01 time: 0.0638 data_time: 0.0011 memory: 1152 loss: 2.1886 2022/11/28 13:52:19 - mmengine - INFO - Epoch(train) [27][ 600/5005] lr: 8.8759e-02 eta: 8:22:55 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.2450 2022/11/28 13:52:25 - mmengine - INFO - Epoch(train) [27][ 700/5005] lr: 8.8742e-02 eta: 8:22:49 time: 0.0636 data_time: 0.0012 memory: 1152 loss: 2.2761 2022/11/28 13:52:32 - mmengine - INFO - Epoch(train) [27][ 800/5005] lr: 8.8725e-02 eta: 8:22:42 time: 0.0647 data_time: 0.0012 memory: 1152 loss: 2.2154 2022/11/28 13:52:36 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:52:38 - mmengine - INFO - Epoch(train) [27][ 900/5005] lr: 8.8709e-02 eta: 8:22:36 time: 0.0635 data_time: 0.0012 memory: 1152 loss: 2.2203 2022/11/28 13:52:45 - mmengine - INFO - Epoch(train) [27][1000/5005] lr: 8.8692e-02 eta: 8:22:29 time: 0.0642 data_time: 0.0012 memory: 1152 loss: 2.2154 2022/11/28 13:52:52 - mmengine - INFO - Epoch(train) [27][1100/5005] lr: 8.8676e-02 eta: 8:22:24 time: 0.0644 data_time: 0.0012 memory: 1152 loss: 2.1636 2022/11/28 13:52:58 - mmengine - INFO - Epoch(train) [27][1200/5005] lr: 8.8659e-02 eta: 8:22:18 time: 0.0716 data_time: 0.0012 memory: 1152 loss: 2.1612 2022/11/28 13:53:05 - mmengine - INFO - Epoch(train) [27][1300/5005] lr: 8.8643e-02 eta: 8:22:12 time: 0.0636 data_time: 0.0012 memory: 1152 loss: 2.3919 2022/11/28 13:53:11 - mmengine - INFO - Epoch(train) [27][1400/5005] lr: 8.8626e-02 eta: 8:22:06 time: 0.0644 data_time: 0.0012 memory: 1152 loss: 2.2397 2022/11/28 13:53:18 - mmengine - INFO - Epoch(train) [27][1500/5005] lr: 8.8609e-02 eta: 8:21:59 time: 0.0635 data_time: 0.0013 memory: 1152 loss: 2.5739 2022/11/28 13:53:24 - mmengine - INFO - Epoch(train) [27][1600/5005] lr: 8.8593e-02 eta: 8:21:53 time: 0.0644 data_time: 0.0012 memory: 1152 loss: 2.4103 2022/11/28 13:53:31 - mmengine - INFO - Epoch(train) [27][1700/5005] lr: 8.8576e-02 eta: 8:21:46 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.2608 2022/11/28 13:53:37 - mmengine - INFO - Epoch(train) [27][1800/5005] lr: 8.8559e-02 eta: 8:21:41 time: 0.0650 data_time: 0.0012 memory: 1152 loss: 2.3375 2022/11/28 13:53:42 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:53:44 - mmengine - INFO - Epoch(train) [27][1900/5005] lr: 8.8543e-02 eta: 8:21:34 time: 0.0645 data_time: 0.0012 memory: 1152 loss: 2.3413 2022/11/28 13:53:50 - mmengine - INFO - Epoch(train) [27][2000/5005] lr: 8.8526e-02 eta: 8:21:28 time: 0.0644 data_time: 0.0012 memory: 1152 loss: 2.4158 2022/11/28 13:53:57 - mmengine - INFO - Epoch(train) [27][2100/5005] lr: 8.8509e-02 eta: 8:21:22 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.5987 2022/11/28 13:54:04 - mmengine - INFO - Epoch(train) [27][2200/5005] lr: 8.8493e-02 eta: 8:21:16 time: 0.0648 data_time: 0.0012 memory: 1152 loss: 2.2260 2022/11/28 13:54:10 - mmengine - INFO - Epoch(train) [27][2300/5005] lr: 8.8476e-02 eta: 8:21:10 time: 0.0640 data_time: 0.0014 memory: 1152 loss: 2.1118 2022/11/28 13:54:17 - mmengine - INFO - Epoch(train) [27][2400/5005] lr: 8.8459e-02 eta: 8:21:04 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.0540 2022/11/28 13:54:23 - mmengine - INFO - Epoch(train) [27][2500/5005] lr: 8.8443e-02 eta: 8:20:58 time: 0.0707 data_time: 0.0012 memory: 1152 loss: 2.3636 2022/11/28 13:54:30 - mmengine - INFO - Epoch(train) [27][2600/5005] lr: 8.8426e-02 eta: 8:20:52 time: 0.0662 data_time: 0.0012 memory: 1152 loss: 2.5652 2022/11/28 13:54:36 - mmengine - INFO - Epoch(train) [27][2700/5005] lr: 8.8409e-02 eta: 8:20:45 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.3840 2022/11/28 13:54:43 - mmengine - INFO - Epoch(train) [27][2800/5005] lr: 8.8392e-02 eta: 8:20:39 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.4334 2022/11/28 13:54:47 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:54:49 - mmengine - INFO - Epoch(train) [27][2900/5005] lr: 8.8376e-02 eta: 8:20:32 time: 0.0645 data_time: 0.0012 memory: 1152 loss: 2.2338 2022/11/28 13:54:56 - mmengine - INFO - Epoch(train) [27][3000/5005] lr: 8.8359e-02 eta: 8:20:26 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.0664 2022/11/28 13:55:02 - mmengine - INFO - Epoch(train) [27][3100/5005] lr: 8.8342e-02 eta: 8:20:20 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.1887 2022/11/28 13:55:09 - mmengine - INFO - Epoch(train) [27][3200/5005] lr: 8.8325e-02 eta: 8:20:14 time: 0.0640 data_time: 0.0012 memory: 1152 loss: 2.4444 2022/11/28 13:55:15 - mmengine - INFO - Epoch(train) [27][3300/5005] lr: 8.8309e-02 eta: 8:20:07 time: 0.0640 data_time: 0.0014 memory: 1152 loss: 2.1092 2022/11/28 13:55:22 - mmengine - INFO - Epoch(train) [27][3400/5005] lr: 8.8292e-02 eta: 8:20:01 time: 0.0642 data_time: 0.0012 memory: 1152 loss: 2.1127 2022/11/28 13:55:28 - mmengine - INFO - Epoch(train) [27][3500/5005] lr: 8.8275e-02 eta: 8:19:55 time: 0.0747 data_time: 0.0013 memory: 1152 loss: 2.3357 2022/11/28 13:55:35 - mmengine - INFO - Epoch(train) [27][3600/5005] lr: 8.8258e-02 eta: 8:19:49 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.3805 2022/11/28 13:55:41 - mmengine - INFO - Epoch(train) [27][3700/5005] lr: 8.8241e-02 eta: 8:19:42 time: 0.0637 data_time: 0.0014 memory: 1152 loss: 2.4569 2022/11/28 13:55:48 - mmengine - INFO - Epoch(train) [27][3800/5005] lr: 8.8224e-02 eta: 8:19:36 time: 0.0634 data_time: 0.0012 memory: 1152 loss: 2.3598 2022/11/28 13:55:52 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:55:54 - mmengine - INFO - Epoch(train) [27][3900/5005] lr: 8.8208e-02 eta: 8:19:29 time: 0.0638 data_time: 0.0017 memory: 1152 loss: 1.9812 2022/11/28 13:56:01 - mmengine - INFO - Epoch(train) [27][4000/5005] lr: 8.8191e-02 eta: 8:19:23 time: 0.0644 data_time: 0.0012 memory: 1152 loss: 2.6425 2022/11/28 13:56:07 - mmengine - INFO - Epoch(train) [27][4100/5005] lr: 8.8174e-02 eta: 8:19:16 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.0875 2022/11/28 13:56:14 - mmengine - INFO - Epoch(train) [27][4200/5005] lr: 8.8157e-02 eta: 8:19:11 time: 0.0646 data_time: 0.0012 memory: 1152 loss: 2.1419 2022/11/28 13:56:20 - mmengine - INFO - Epoch(train) [27][4300/5005] lr: 8.8140e-02 eta: 8:19:05 time: 0.0641 data_time: 0.0015 memory: 1152 loss: 2.3923 2022/11/28 13:56:27 - mmengine - INFO - Epoch(train) [27][4400/5005] lr: 8.8123e-02 eta: 8:18:58 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.3016 2022/11/28 13:56:34 - mmengine - INFO - Epoch(train) [27][4500/5005] lr: 8.8106e-02 eta: 8:18:52 time: 0.0639 data_time: 0.0012 memory: 1152 loss: 2.1198 2022/11/28 13:56:40 - mmengine - INFO - Epoch(train) [27][4600/5005] lr: 8.8089e-02 eta: 8:18:47 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.2082 2022/11/28 13:56:47 - mmengine - INFO - Epoch(train) [27][4700/5005] lr: 8.8072e-02 eta: 8:18:41 time: 0.0644 data_time: 0.0012 memory: 1152 loss: 2.3884 2022/11/28 13:56:53 - mmengine - INFO - Epoch(train) [27][4800/5005] lr: 8.8055e-02 eta: 8:18:34 time: 0.0633 data_time: 0.0012 memory: 1152 loss: 2.1983 2022/11/28 13:56:58 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:57:00 - mmengine - INFO - Epoch(train) [27][4900/5005] lr: 8.8038e-02 eta: 8:18:28 time: 0.0634 data_time: 0.0012 memory: 1152 loss: 2.3482 2022/11/28 13:57:06 - mmengine - INFO - Epoch(train) [27][5000/5005] lr: 8.8021e-02 eta: 8:18:21 time: 0.0642 data_time: 0.0022 memory: 1152 loss: 2.3974 2022/11/28 13:57:07 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:57:07 - mmengine - INFO - Saving checkpoint at 27 epochs 2022/11/28 13:57:11 - mmengine - INFO - Epoch(val) [27][100/196] eta: 0:00:03 time: 0.0382 data_time: 0.0269 memory: 1152 2022/11/28 13:57:24 - mmengine - INFO - Epoch(val) [27][196/196] accuracy/top1: 53.3960 accuracy/top5: 78.4320 2022/11/28 13:57:31 - mmengine - INFO - Epoch(train) [28][ 100/5005] lr: 8.8003e-02 eta: 8:18:16 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.0797 2022/11/28 13:57:37 - mmengine - INFO - Epoch(train) [28][ 200/5005] lr: 8.7986e-02 eta: 8:18:10 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.1822 2022/11/28 13:57:44 - mmengine - INFO - Epoch(train) [28][ 300/5005] lr: 8.7969e-02 eta: 8:18:03 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.3058 2022/11/28 13:57:51 - mmengine - INFO - Epoch(train) [28][ 400/5005] lr: 8.7952e-02 eta: 8:17:57 time: 0.0646 data_time: 0.0013 memory: 1152 loss: 2.4432 2022/11/28 13:57:57 - mmengine - INFO - Epoch(train) [28][ 500/5005] lr: 8.7935e-02 eta: 8:17:51 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.4439 2022/11/28 13:58:04 - mmengine - INFO - Epoch(train) [28][ 600/5005] lr: 8.7918e-02 eta: 8:17:44 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.3390 2022/11/28 13:58:10 - mmengine - INFO - Epoch(train) [28][ 700/5005] lr: 8.7901e-02 eta: 8:17:38 time: 0.0653 data_time: 0.0012 memory: 1152 loss: 2.1418 2022/11/28 13:58:17 - mmengine - INFO - Epoch(train) [28][ 800/5005] lr: 8.7884e-02 eta: 8:17:32 time: 0.0635 data_time: 0.0012 memory: 1152 loss: 2.1968 2022/11/28 13:58:21 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:58:23 - mmengine - INFO - Epoch(train) [28][ 900/5005] lr: 8.7867e-02 eta: 8:17:26 time: 0.0640 data_time: 0.0011 memory: 1152 loss: 2.2382 2022/11/28 13:58:30 - mmengine - INFO - Epoch(train) [28][1000/5005] lr: 8.7850e-02 eta: 8:17:19 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.1653 2022/11/28 13:58:36 - mmengine - INFO - Epoch(train) [28][1100/5005] lr: 8.7833e-02 eta: 8:17:13 time: 0.0711 data_time: 0.0012 memory: 1152 loss: 2.3017 2022/11/28 13:58:43 - mmengine - INFO - Epoch(train) [28][1200/5005] lr: 8.7816e-02 eta: 8:17:07 time: 0.0636 data_time: 0.0012 memory: 1152 loss: 2.2903 2022/11/28 13:58:49 - mmengine - INFO - Epoch(train) [28][1300/5005] lr: 8.7799e-02 eta: 8:17:01 time: 0.0653 data_time: 0.0012 memory: 1152 loss: 2.2310 2022/11/28 13:58:56 - mmengine - INFO - Epoch(train) [28][1400/5005] lr: 8.7782e-02 eta: 8:16:55 time: 0.0643 data_time: 0.0012 memory: 1152 loss: 2.0871 2022/11/28 13:59:02 - mmengine - INFO - Epoch(train) [28][1500/5005] lr: 8.7765e-02 eta: 8:16:49 time: 0.0648 data_time: 0.0012 memory: 1152 loss: 2.5387 2022/11/28 13:59:09 - mmengine - INFO - Epoch(train) [28][1600/5005] lr: 8.7747e-02 eta: 8:16:42 time: 0.0638 data_time: 0.0013 memory: 1152 loss: 2.4314 2022/11/28 13:59:15 - mmengine - INFO - Epoch(train) [28][1700/5005] lr: 8.7730e-02 eta: 8:16:36 time: 0.0642 data_time: 0.0012 memory: 1152 loss: 2.4867 2022/11/28 13:59:22 - mmengine - INFO - Epoch(train) [28][1800/5005] lr: 8.7713e-02 eta: 8:16:30 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.2896 2022/11/28 13:59:26 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 13:59:28 - mmengine - INFO - Epoch(train) [28][1900/5005] lr: 8.7696e-02 eta: 8:16:23 time: 0.0718 data_time: 0.0013 memory: 1152 loss: 2.5465 2022/11/28 13:59:35 - mmengine - INFO - Epoch(train) [28][2000/5005] lr: 8.7679e-02 eta: 8:16:18 time: 0.0645 data_time: 0.0012 memory: 1152 loss: 2.1106 2022/11/28 13:59:42 - mmengine - INFO - Epoch(train) [28][2100/5005] lr: 8.7661e-02 eta: 8:16:11 time: 0.0643 data_time: 0.0012 memory: 1152 loss: 2.3480 2022/11/28 13:59:48 - mmengine - INFO - Epoch(train) [28][2200/5005] lr: 8.7644e-02 eta: 8:16:05 time: 0.0691 data_time: 0.0012 memory: 1152 loss: 2.3143 2022/11/28 13:59:55 - mmengine - INFO - Epoch(train) [28][2300/5005] lr: 8.7627e-02 eta: 8:15:59 time: 0.0639 data_time: 0.0013 memory: 1152 loss: 2.3828 2022/11/28 14:00:01 - mmengine - INFO - Epoch(train) [28][2400/5005] lr: 8.7610e-02 eta: 8:15:52 time: 0.0650 data_time: 0.0012 memory: 1152 loss: 2.1402 2022/11/28 14:00:08 - mmengine - INFO - Epoch(train) [28][2500/5005] lr: 8.7593e-02 eta: 8:15:47 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.1345 2022/11/28 14:00:14 - mmengine - INFO - Epoch(train) [28][2600/5005] lr: 8.7575e-02 eta: 8:15:40 time: 0.0635 data_time: 0.0012 memory: 1152 loss: 2.0457 2022/11/28 14:00:21 - mmengine - INFO - Epoch(train) [28][2700/5005] lr: 8.7558e-02 eta: 8:15:34 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.3759 2022/11/28 14:00:27 - mmengine - INFO - Epoch(train) [28][2800/5005] lr: 8.7541e-02 eta: 8:15:27 time: 0.0648 data_time: 0.0016 memory: 1152 loss: 2.2488 2022/11/28 14:00:32 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:00:34 - mmengine - INFO - Epoch(train) [28][2900/5005] lr: 8.7524e-02 eta: 8:15:21 time: 0.0648 data_time: 0.0014 memory: 1152 loss: 2.1977 2022/11/28 14:00:40 - mmengine - INFO - Epoch(train) [28][3000/5005] lr: 8.7506e-02 eta: 8:15:15 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.2695 2022/11/28 14:00:47 - mmengine - INFO - Epoch(train) [28][3100/5005] lr: 8.7489e-02 eta: 8:15:09 time: 0.0639 data_time: 0.0013 memory: 1152 loss: 2.2987 2022/11/28 14:00:54 - mmengine - INFO - Epoch(train) [28][3200/5005] lr: 8.7472e-02 eta: 8:15:03 time: 0.0645 data_time: 0.0012 memory: 1152 loss: 2.3604 2022/11/28 14:01:00 - mmengine - INFO - Epoch(train) [28][3300/5005] lr: 8.7454e-02 eta: 8:14:57 time: 0.0640 data_time: 0.0013 memory: 1152 loss: 2.3685 2022/11/28 14:01:07 - mmengine - INFO - Epoch(train) [28][3400/5005] lr: 8.7437e-02 eta: 8:14:50 time: 0.0645 data_time: 0.0012 memory: 1152 loss: 2.2329 2022/11/28 14:01:13 - mmengine - INFO - Epoch(train) [28][3500/5005] lr: 8.7420e-02 eta: 8:14:44 time: 0.0711 data_time: 0.0012 memory: 1152 loss: 2.3972 2022/11/28 14:01:20 - mmengine - INFO - Epoch(train) [28][3600/5005] lr: 8.7402e-02 eta: 8:14:38 time: 0.0658 data_time: 0.0012 memory: 1152 loss: 2.3179 2022/11/28 14:01:26 - mmengine - INFO - Epoch(train) [28][3700/5005] lr: 8.7385e-02 eta: 8:14:32 time: 0.0639 data_time: 0.0013 memory: 1152 loss: 2.3647 2022/11/28 14:01:33 - mmengine - INFO - Epoch(train) [28][3800/5005] lr: 8.7368e-02 eta: 8:14:25 time: 0.0642 data_time: 0.0012 memory: 1152 loss: 2.2060 2022/11/28 14:01:37 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:01:39 - mmengine - INFO - Epoch(train) [28][3900/5005] lr: 8.7350e-02 eta: 8:14:19 time: 0.0642 data_time: 0.0012 memory: 1152 loss: 2.3129 2022/11/28 14:01:46 - mmengine - INFO - Epoch(train) [28][4000/5005] lr: 8.7333e-02 eta: 8:14:12 time: 0.0640 data_time: 0.0012 memory: 1152 loss: 2.4089 2022/11/28 14:01:52 - mmengine - INFO - Epoch(train) [28][4100/5005] lr: 8.7315e-02 eta: 8:14:06 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.3080 2022/11/28 14:01:59 - mmengine - INFO - Epoch(train) [28][4200/5005] lr: 8.7298e-02 eta: 8:14:00 time: 0.0645 data_time: 0.0012 memory: 1152 loss: 2.5719 2022/11/28 14:02:05 - mmengine - INFO - Epoch(train) [28][4300/5005] lr: 8.7281e-02 eta: 8:13:53 time: 0.0643 data_time: 0.0012 memory: 1152 loss: 2.4147 2022/11/28 14:02:12 - mmengine - INFO - Epoch(train) [28][4400/5005] lr: 8.7263e-02 eta: 8:13:47 time: 0.0650 data_time: 0.0012 memory: 1152 loss: 2.1706 2022/11/28 14:02:18 - mmengine - INFO - Epoch(train) [28][4500/5005] lr: 8.7246e-02 eta: 8:13:41 time: 0.0700 data_time: 0.0012 memory: 1152 loss: 2.3155 2022/11/28 14:02:25 - mmengine - INFO - Epoch(train) [28][4600/5005] lr: 8.7228e-02 eta: 8:13:35 time: 0.0644 data_time: 0.0012 memory: 1152 loss: 2.4412 2022/11/28 14:02:32 - mmengine - INFO - Epoch(train) [28][4700/5005] lr: 8.7211e-02 eta: 8:13:30 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.3634 2022/11/28 14:02:38 - mmengine - INFO - Epoch(train) [28][4800/5005] lr: 8.7193e-02 eta: 8:13:23 time: 0.0646 data_time: 0.0012 memory: 1152 loss: 2.2365 2022/11/28 14:02:42 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:02:45 - mmengine - INFO - Epoch(train) [28][4900/5005] lr: 8.7176e-02 eta: 8:13:17 time: 0.0639 data_time: 0.0013 memory: 1152 loss: 2.4147 2022/11/28 14:02:51 - mmengine - INFO - Epoch(train) [28][5000/5005] lr: 8.7158e-02 eta: 8:13:11 time: 0.0647 data_time: 0.0021 memory: 1152 loss: 2.4814 2022/11/28 14:02:52 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:02:52 - mmengine - INFO - Saving checkpoint at 28 epochs 2022/11/28 14:02:56 - mmengine - INFO - Epoch(val) [28][100/196] eta: 0:00:03 time: 0.0375 data_time: 0.0260 memory: 1152 2022/11/28 14:03:10 - mmengine - INFO - Epoch(val) [28][196/196] accuracy/top1: 54.8740 accuracy/top5: 79.5660 2022/11/28 14:03:17 - mmengine - INFO - Epoch(train) [29][ 100/5005] lr: 8.7140e-02 eta: 8:13:06 time: 0.0649 data_time: 0.0013 memory: 1152 loss: 2.5109 2022/11/28 14:03:23 - mmengine - INFO - Epoch(train) [29][ 200/5005] lr: 8.7122e-02 eta: 8:13:00 time: 0.0643 data_time: 0.0013 memory: 1152 loss: 2.2740 2022/11/28 14:03:30 - mmengine - INFO - Epoch(train) [29][ 300/5005] lr: 8.7105e-02 eta: 8:12:54 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.3811 2022/11/28 14:03:36 - mmengine - INFO - Epoch(train) [29][ 400/5005] lr: 8.7087e-02 eta: 8:12:47 time: 0.0645 data_time: 0.0012 memory: 1152 loss: 2.1166 2022/11/28 14:03:43 - mmengine - INFO - Epoch(train) [29][ 500/5005] lr: 8.7070e-02 eta: 8:12:41 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.1849 2022/11/28 14:03:49 - mmengine - INFO - Epoch(train) [29][ 600/5005] lr: 8.7052e-02 eta: 8:12:35 time: 0.0638 data_time: 0.0014 memory: 1152 loss: 2.2324 2022/11/28 14:03:56 - mmengine - INFO - Epoch(train) [29][ 700/5005] lr: 8.7035e-02 eta: 8:12:28 time: 0.0644 data_time: 0.0012 memory: 1152 loss: 2.3039 2022/11/28 14:04:02 - mmengine - INFO - Epoch(train) [29][ 800/5005] lr: 8.7017e-02 eta: 8:12:22 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.2210 2022/11/28 14:04:06 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:04:09 - mmengine - INFO - Epoch(train) [29][ 900/5005] lr: 8.7000e-02 eta: 8:12:15 time: 0.0638 data_time: 0.0013 memory: 1152 loss: 2.3740 2022/11/28 14:04:15 - mmengine - INFO - Epoch(train) [29][1000/5005] lr: 8.6982e-02 eta: 8:12:09 time: 0.0655 data_time: 0.0013 memory: 1152 loss: 2.1955 2022/11/28 14:04:22 - mmengine - INFO - Epoch(train) [29][1100/5005] lr: 8.6964e-02 eta: 8:12:03 time: 0.0638 data_time: 0.0013 memory: 1152 loss: 2.4737 2022/11/28 14:04:28 - mmengine - INFO - Epoch(train) [29][1200/5005] lr: 8.6947e-02 eta: 8:11:56 time: 0.0651 data_time: 0.0013 memory: 1152 loss: 2.0566 2022/11/28 14:04:35 - mmengine - INFO - Epoch(train) [29][1300/5005] lr: 8.6929e-02 eta: 8:11:50 time: 0.0695 data_time: 0.0015 memory: 1152 loss: 2.2304 2022/11/28 14:04:42 - mmengine - INFO - Epoch(train) [29][1400/5005] lr: 8.6911e-02 eta: 8:11:45 time: 0.0647 data_time: 0.0012 memory: 1152 loss: 2.3004 2022/11/28 14:04:48 - mmengine - INFO - Epoch(train) [29][1500/5005] lr: 8.6894e-02 eta: 8:11:39 time: 0.0648 data_time: 0.0013 memory: 1152 loss: 2.4572 2022/11/28 14:04:55 - mmengine - INFO - Epoch(train) [29][1600/5005] lr: 8.6876e-02 eta: 8:11:32 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.3340 2022/11/28 14:05:01 - mmengine - INFO - Epoch(train) [29][1700/5005] lr: 8.6858e-02 eta: 8:11:26 time: 0.0643 data_time: 0.0012 memory: 1152 loss: 2.3259 2022/11/28 14:05:08 - mmengine - INFO - Epoch(train) [29][1800/5005] lr: 8.6841e-02 eta: 8:11:20 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.3360 2022/11/28 14:05:12 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:05:14 - mmengine - INFO - Epoch(train) [29][1900/5005] lr: 8.6823e-02 eta: 8:11:13 time: 0.0638 data_time: 0.0013 memory: 1152 loss: 2.3964 2022/11/28 14:05:21 - mmengine - INFO - Epoch(train) [29][2000/5005] lr: 8.6805e-02 eta: 8:11:07 time: 0.0636 data_time: 0.0017 memory: 1152 loss: 2.3487 2022/11/28 14:05:27 - mmengine - INFO - Epoch(train) [29][2100/5005] lr: 8.6788e-02 eta: 8:11:00 time: 0.0643 data_time: 0.0016 memory: 1152 loss: 2.3651 2022/11/28 14:05:34 - mmengine - INFO - Epoch(train) [29][2200/5005] lr: 8.6770e-02 eta: 8:10:54 time: 0.0639 data_time: 0.0012 memory: 1152 loss: 2.4017 2022/11/28 14:05:40 - mmengine - INFO - Epoch(train) [29][2300/5005] lr: 8.6752e-02 eta: 8:10:48 time: 0.0647 data_time: 0.0012 memory: 1152 loss: 2.4670 2022/11/28 14:05:47 - mmengine - INFO - Epoch(train) [29][2400/5005] lr: 8.6734e-02 eta: 8:10:42 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.2384 2022/11/28 14:05:53 - mmengine - INFO - Epoch(train) [29][2500/5005] lr: 8.6717e-02 eta: 8:10:35 time: 0.0636 data_time: 0.0012 memory: 1152 loss: 2.2802 2022/11/28 14:06:00 - mmengine - INFO - Epoch(train) [29][2600/5005] lr: 8.6699e-02 eta: 8:10:30 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.2317 2022/11/28 14:06:07 - mmengine - INFO - Epoch(train) [29][2700/5005] lr: 8.6681e-02 eta: 8:10:24 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 2.0196 2022/11/28 14:06:13 - mmengine - INFO - Epoch(train) [29][2800/5005] lr: 8.6663e-02 eta: 8:10:17 time: 0.0638 data_time: 0.0013 memory: 1152 loss: 2.0997 2022/11/28 14:06:17 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:06:20 - mmengine - INFO - Epoch(train) [29][2900/5005] lr: 8.6646e-02 eta: 8:10:11 time: 0.0640 data_time: 0.0013 memory: 1152 loss: 2.2700 2022/11/28 14:06:26 - mmengine - INFO - Epoch(train) [29][3000/5005] lr: 8.6628e-02 eta: 8:10:04 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 2.1230 2022/11/28 14:06:33 - mmengine - INFO - Epoch(train) [29][3100/5005] lr: 8.6610e-02 eta: 8:09:58 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.2070 2022/11/28 14:06:39 - mmengine - INFO - Epoch(train) [29][3200/5005] lr: 8.6592e-02 eta: 8:09:51 time: 0.0636 data_time: 0.0013 memory: 1152 loss: 2.3722 2022/11/28 14:06:46 - mmengine - INFO - Epoch(train) [29][3300/5005] lr: 8.6574e-02 eta: 8:09:45 time: 0.0642 data_time: 0.0012 memory: 1152 loss: 2.3832 2022/11/28 14:06:52 - mmengine - INFO - Epoch(train) [29][3400/5005] lr: 8.6557e-02 eta: 8:09:39 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.0023 2022/11/28 14:06:59 - mmengine - INFO - Epoch(train) [29][3500/5005] lr: 8.6539e-02 eta: 8:09:33 time: 0.0638 data_time: 0.0013 memory: 1152 loss: 1.9358 2022/11/28 14:07:05 - mmengine - INFO - Epoch(train) [29][3600/5005] lr: 8.6521e-02 eta: 8:09:27 time: 0.0652 data_time: 0.0013 memory: 1152 loss: 2.1966 2022/11/28 14:07:12 - mmengine - INFO - Epoch(train) [29][3700/5005] lr: 8.6503e-02 eta: 8:09:21 time: 0.0706 data_time: 0.0012 memory: 1152 loss: 2.1789 2022/11/28 14:07:18 - mmengine - INFO - Epoch(train) [29][3800/5005] lr: 8.6485e-02 eta: 8:09:15 time: 0.0636 data_time: 0.0013 memory: 1152 loss: 2.3461 2022/11/28 14:07:22 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:07:25 - mmengine - INFO - Epoch(train) [29][3900/5005] lr: 8.6467e-02 eta: 8:09:08 time: 0.0639 data_time: 0.0012 memory: 1152 loss: 2.2464 2022/11/28 14:07:31 - mmengine - INFO - Epoch(train) [29][4000/5005] lr: 8.6449e-02 eta: 8:09:02 time: 0.0647 data_time: 0.0012 memory: 1152 loss: 2.1436 2022/11/28 14:07:38 - mmengine - INFO - Epoch(train) [29][4100/5005] lr: 8.6431e-02 eta: 8:08:55 time: 0.0644 data_time: 0.0012 memory: 1152 loss: 2.3042 2022/11/28 14:07:44 - mmengine - INFO - Epoch(train) [29][4200/5005] lr: 8.6414e-02 eta: 8:08:49 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.0153 2022/11/28 14:07:51 - mmengine - INFO - Epoch(train) [29][4300/5005] lr: 8.6396e-02 eta: 8:08:43 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.2052 2022/11/28 14:07:57 - mmengine - INFO - Epoch(train) [29][4400/5005] lr: 8.6378e-02 eta: 8:08:36 time: 0.0640 data_time: 0.0013 memory: 1152 loss: 2.3791 2022/11/28 14:08:04 - mmengine - INFO - Epoch(train) [29][4500/5005] lr: 8.6360e-02 eta: 8:08:30 time: 0.0645 data_time: 0.0012 memory: 1152 loss: 2.2643 2022/11/28 14:08:11 - mmengine - INFO - Epoch(train) [29][4600/5005] lr: 8.6342e-02 eta: 8:08:24 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.1824 2022/11/28 14:08:17 - mmengine - INFO - Epoch(train) [29][4700/5005] lr: 8.6324e-02 eta: 8:08:18 time: 0.0640 data_time: 0.0013 memory: 1152 loss: 2.2538 2022/11/28 14:08:24 - mmengine - INFO - Epoch(train) [29][4800/5005] lr: 8.6306e-02 eta: 8:08:12 time: 0.0641 data_time: 0.0015 memory: 1152 loss: 2.1284 2022/11/28 14:08:28 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:08:30 - mmengine - INFO - Epoch(train) [29][4900/5005] lr: 8.6288e-02 eta: 8:08:06 time: 0.0650 data_time: 0.0012 memory: 1152 loss: 2.4319 2022/11/28 14:08:37 - mmengine - INFO - Epoch(train) [29][5000/5005] lr: 8.6270e-02 eta: 8:07:59 time: 0.0648 data_time: 0.0021 memory: 1152 loss: 2.2275 2022/11/28 14:08:37 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:08:37 - mmengine - INFO - Saving checkpoint at 29 epochs 2022/11/28 14:08:42 - mmengine - INFO - Epoch(val) [29][100/196] eta: 0:00:03 time: 0.0367 data_time: 0.0216 memory: 1152 2022/11/28 14:08:55 - mmengine - INFO - Epoch(val) [29][196/196] accuracy/top1: 56.1820 accuracy/top5: 80.4580 2022/11/28 14:09:02 - mmengine - INFO - Epoch(train) [30][ 100/5005] lr: 8.6251e-02 eta: 8:07:54 time: 0.0639 data_time: 0.0013 memory: 1152 loss: 2.3056 2022/11/28 14:09:08 - mmengine - INFO - Epoch(train) [30][ 200/5005] lr: 8.6233e-02 eta: 8:07:48 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.2623 2022/11/28 14:09:15 - mmengine - INFO - Epoch(train) [30][ 300/5005] lr: 8.6215e-02 eta: 8:07:41 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 2.5216 2022/11/28 14:09:21 - mmengine - INFO - Epoch(train) [30][ 400/5005] lr: 8.6197e-02 eta: 8:07:35 time: 0.0636 data_time: 0.0012 memory: 1152 loss: 2.3583 2022/11/28 14:09:28 - mmengine - INFO - Epoch(train) [30][ 500/5005] lr: 8.6179e-02 eta: 8:07:29 time: 0.0652 data_time: 0.0012 memory: 1152 loss: 2.1339 2022/11/28 14:09:35 - mmengine - INFO - Epoch(train) [30][ 600/5005] lr: 8.6161e-02 eta: 8:07:23 time: 0.0641 data_time: 0.0012 memory: 1152 loss: 2.2131 2022/11/28 14:09:41 - mmengine - INFO - Epoch(train) [30][ 700/5005] lr: 8.6143e-02 eta: 8:07:16 time: 0.0650 data_time: 0.0012 memory: 1152 loss: 2.5099 2022/11/28 14:09:48 - mmengine - INFO - Epoch(train) [30][ 800/5005] lr: 8.6125e-02 eta: 8:07:10 time: 0.0732 data_time: 0.0013 memory: 1152 loss: 2.1530 2022/11/28 14:09:51 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:09:54 - mmengine - INFO - Epoch(train) [30][ 900/5005] lr: 8.6106e-02 eta: 8:07:04 time: 0.0647 data_time: 0.0013 memory: 1152 loss: 2.2328 2022/11/28 14:10:01 - mmengine - INFO - Epoch(train) [30][1000/5005] lr: 8.6088e-02 eta: 8:06:58 time: 0.0643 data_time: 0.0012 memory: 1152 loss: 2.2045 2022/11/28 14:10:07 - mmengine - INFO - Epoch(train) [30][1100/5005] lr: 8.6070e-02 eta: 8:06:51 time: 0.0645 data_time: 0.0012 memory: 1152 loss: 2.4154 2022/11/28 14:10:14 - mmengine - INFO - Epoch(train) [30][1200/5005] lr: 8.6052e-02 eta: 8:06:46 time: 0.0641 data_time: 0.0013 memory: 1152 loss: 2.2393 2022/11/28 14:10:21 - mmengine - INFO - Epoch(train) [30][1300/5005] lr: 8.6034e-02 eta: 8:06:40 time: 0.0644 data_time: 0.0014 memory: 1152 loss: 2.2499 2022/11/28 14:10:27 - mmengine - INFO - Epoch(train) [30][1400/5005] lr: 8.6016e-02 eta: 8:06:33 time: 0.0638 data_time: 0.0014 memory: 1152 loss: 2.1025 2022/11/28 14:10:33 - mmengine - INFO - Epoch(train) [30][1500/5005] lr: 8.5998e-02 eta: 8:06:27 time: 0.0650 data_time: 0.0012 memory: 1152 loss: 1.9197 2022/11/28 14:10:40 - mmengine - INFO - Epoch(train) [30][1600/5005] lr: 8.5980e-02 eta: 8:06:20 time: 0.0639 data_time: 0.0013 memory: 1152 loss: 2.0772 2022/11/28 14:10:46 - mmengine - INFO - Epoch(train) [30][1700/5005] lr: 8.5961e-02 eta: 8:06:14 time: 0.0643 data_time: 0.0013 memory: 1152 loss: 2.2185 2022/11/28 14:10:53 - mmengine - INFO - Epoch(train) [30][1800/5005] lr: 8.5943e-02 eta: 8:06:08 time: 0.0635 data_time: 0.0012 memory: 1152 loss: 2.2013 2022/11/28 14:10:57 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:10:59 - mmengine - INFO - Epoch(train) [30][1900/5005] lr: 8.5925e-02 eta: 8:06:01 time: 0.0644 data_time: 0.0012 memory: 1152 loss: 2.0562 2022/11/28 14:11:06 - mmengine - INFO - Epoch(train) [30][2000/5005] lr: 8.5907e-02 eta: 8:05:55 time: 0.0645 data_time: 0.0012 memory: 1152 loss: 2.1098 2022/11/28 14:11:12 - mmengine - INFO - Epoch(train) [30][2100/5005] lr: 8.5889e-02 eta: 8:05:48 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.1995 2022/11/28 14:11:19 - mmengine - INFO - Epoch(train) [30][2200/5005] lr: 8.5870e-02 eta: 8:05:43 time: 0.0651 data_time: 0.0013 memory: 1152 loss: 2.3548 2022/11/28 14:11:26 - mmengine - INFO - Epoch(train) [30][2300/5005] lr: 8.5852e-02 eta: 8:05:37 time: 0.0662 data_time: 0.0012 memory: 1152 loss: 2.1947 2022/11/28 14:11:32 - mmengine - INFO - Epoch(train) [30][2400/5005] lr: 8.5834e-02 eta: 8:05:30 time: 0.0637 data_time: 0.0016 memory: 1152 loss: 2.5178 2022/11/28 14:11:39 - mmengine - INFO - Epoch(train) [30][2500/5005] lr: 8.5816e-02 eta: 8:05:25 time: 0.0643 data_time: 0.0013 memory: 1152 loss: 2.2288 2022/11/28 14:11:46 - mmengine - INFO - Epoch(train) [30][2600/5005] lr: 8.5797e-02 eta: 8:05:19 time: 0.0643 data_time: 0.0012 memory: 1152 loss: 2.2929 2022/11/28 14:11:52 - mmengine - INFO - Epoch(train) [30][2700/5005] lr: 8.5779e-02 eta: 8:05:13 time: 0.0648 data_time: 0.0012 memory: 1152 loss: 2.0953 2022/11/28 14:11:59 - mmengine - INFO - Epoch(train) [30][2800/5005] lr: 8.5761e-02 eta: 8:05:06 time: 0.0640 data_time: 0.0013 memory: 1152 loss: 2.1887 2022/11/28 14:12:02 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:12:05 - mmengine - INFO - Epoch(train) [30][2900/5005] lr: 8.5743e-02 eta: 8:05:00 time: 0.0643 data_time: 0.0013 memory: 1152 loss: 2.3682 2022/11/28 14:12:12 - mmengine - INFO - Epoch(train) [30][3000/5005] lr: 8.5724e-02 eta: 8:04:54 time: 0.0641 data_time: 0.0014 memory: 1152 loss: 2.5027 2022/11/28 14:12:18 - mmengine - INFO - Epoch(train) [30][3100/5005] lr: 8.5706e-02 eta: 8:04:47 time: 0.0638 data_time: 0.0013 memory: 1152 loss: 2.0321 2022/11/28 14:12:25 - mmengine - INFO - Epoch(train) [30][3200/5005] lr: 8.5688e-02 eta: 8:04:41 time: 0.0649 data_time: 0.0012 memory: 1152 loss: 2.1810 2022/11/28 14:12:32 - mmengine - INFO - Epoch(train) [30][3300/5005] lr: 8.5669e-02 eta: 8:04:35 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 2.4781 2022/11/28 14:12:38 - mmengine - INFO - Epoch(train) [30][3400/5005] lr: 8.5651e-02 eta: 8:04:29 time: 0.0638 data_time: 0.0013 memory: 1152 loss: 2.1143 2022/11/28 14:12:45 - mmengine - INFO - Epoch(train) [30][3500/5005] lr: 8.5633e-02 eta: 8:04:23 time: 0.0639 data_time: 0.0012 memory: 1152 loss: 2.2600 2022/11/28 14:12:51 - mmengine - INFO - Epoch(train) [30][3600/5005] lr: 8.5614e-02 eta: 8:04:17 time: 0.0636 data_time: 0.0012 memory: 1152 loss: 2.2048 2022/11/28 14:12:58 - mmengine - INFO - Epoch(train) [30][3700/5005] lr: 8.5596e-02 eta: 8:04:10 time: 0.0646 data_time: 0.0013 memory: 1152 loss: 2.2975 2022/11/28 14:13:04 - mmengine - INFO - Epoch(train) [30][3800/5005] lr: 8.5578e-02 eta: 8:04:04 time: 0.0635 data_time: 0.0013 memory: 1152 loss: 2.2171 2022/11/28 14:13:08 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:13:11 - mmengine - INFO - Epoch(train) [30][3900/5005] lr: 8.5559e-02 eta: 8:03:57 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.2437 2022/11/28 14:13:17 - mmengine - INFO - Epoch(train) [30][4000/5005] lr: 8.5541e-02 eta: 8:03:51 time: 0.0646 data_time: 0.0014 memory: 1152 loss: 2.3961 2022/11/28 14:13:24 - mmengine - INFO - Epoch(train) [30][4100/5005] lr: 8.5522e-02 eta: 8:03:46 time: 0.1005 data_time: 0.0012 memory: 1152 loss: 2.1920 2022/11/28 14:13:31 - mmengine - INFO - Epoch(train) [30][4200/5005] lr: 8.5504e-02 eta: 8:03:40 time: 0.0655 data_time: 0.0013 memory: 1152 loss: 2.2804 2022/11/28 14:13:37 - mmengine - INFO - Epoch(train) [30][4300/5005] lr: 8.5486e-02 eta: 8:03:33 time: 0.0646 data_time: 0.0012 memory: 1152 loss: 1.9034 2022/11/28 14:13:44 - mmengine - INFO - Epoch(train) [30][4400/5005] lr: 8.5467e-02 eta: 8:03:27 time: 0.0637 data_time: 0.0012 memory: 1152 loss: 2.2985 2022/11/28 14:13:50 - mmengine - INFO - Epoch(train) [30][4500/5005] lr: 8.5449e-02 eta: 8:03:21 time: 0.0639 data_time: 0.0013 memory: 1152 loss: 2.1931 2022/11/28 14:13:57 - mmengine - INFO - Epoch(train) [30][4600/5005] lr: 8.5430e-02 eta: 8:03:15 time: 0.0691 data_time: 0.0012 memory: 1152 loss: 2.3439 2022/11/28 14:14:03 - mmengine - INFO - Epoch(train) [30][4700/5005] lr: 8.5412e-02 eta: 8:03:09 time: 0.0640 data_time: 0.0015 memory: 1152 loss: 2.0300 2022/11/28 14:14:10 - mmengine - INFO - Epoch(train) [30][4800/5005] lr: 8.5393e-02 eta: 8:03:02 time: 0.0641 data_time: 0.0013 memory: 1152 loss: 2.2996 2022/11/28 14:14:14 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:14:17 - mmengine - INFO - Epoch(train) [30][4900/5005] lr: 8.5375e-02 eta: 8:02:56 time: 0.0699 data_time: 0.0013 memory: 1152 loss: 2.2559 2022/11/28 14:14:23 - mmengine - INFO - Epoch(train) [30][5000/5005] lr: 8.5356e-02 eta: 8:02:50 time: 0.0654 data_time: 0.0021 memory: 1152 loss: 2.1801 2022/11/28 14:14:23 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:14:23 - mmengine - INFO - Saving checkpoint at 30 epochs 2022/11/28 14:14:28 - mmengine - INFO - Epoch(val) [30][100/196] eta: 0:00:04 time: 0.0408 data_time: 0.0246 memory: 1152 2022/11/28 14:14:41 - mmengine - INFO - Epoch(val) [30][196/196] accuracy/top1: 54.4340 accuracy/top5: 79.0000 2022/11/28 14:14:48 - mmengine - INFO - Epoch(train) [31][ 100/5005] lr: 8.5337e-02 eta: 8:02:44 time: 0.0640 data_time: 0.0012 memory: 1152 loss: 1.9843 2022/11/28 14:14:55 - mmengine - INFO - Epoch(train) [31][ 200/5005] lr: 8.5319e-02 eta: 8:02:38 time: 0.0641 data_time: 0.0013 memory: 1152 loss: 2.0601 2022/11/28 14:15:01 - mmengine - INFO - Epoch(train) [31][ 300/5005] lr: 8.5300e-02 eta: 8:02:31 time: 0.0641 data_time: 0.0013 memory: 1152 loss: 2.0109 2022/11/28 14:15:08 - mmengine - INFO - Epoch(train) [31][ 400/5005] lr: 8.5281e-02 eta: 8:02:25 time: 0.0689 data_time: 0.0013 memory: 1152 loss: 2.2870 2022/11/28 14:15:14 - mmengine - INFO - Epoch(train) [31][ 500/5005] lr: 8.5263e-02 eta: 8:02:19 time: 0.0640 data_time: 0.0012 memory: 1152 loss: 2.1132 2022/11/28 14:15:21 - mmengine - INFO - Epoch(train) [31][ 600/5005] lr: 8.5244e-02 eta: 8:02:12 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.2306 2022/11/28 14:15:27 - mmengine - INFO - Epoch(train) [31][ 700/5005] lr: 8.5226e-02 eta: 8:02:06 time: 0.0641 data_time: 0.0013 memory: 1152 loss: 2.4804 2022/11/28 14:15:34 - mmengine - INFO - Epoch(train) [31][ 800/5005] lr: 8.5207e-02 eta: 8:02:00 time: 0.0649 data_time: 0.0012 memory: 1152 loss: 2.2365 2022/11/28 14:15:37 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:15:40 - mmengine - INFO - Epoch(train) [31][ 900/5005] lr: 8.5189e-02 eta: 8:01:53 time: 0.0636 data_time: 0.0012 memory: 1152 loss: 2.1151 2022/11/28 14:15:47 - mmengine - INFO - Epoch(train) [31][1000/5005] lr: 8.5170e-02 eta: 8:01:47 time: 0.0645 data_time: 0.0016 memory: 1152 loss: 2.3011 2022/11/28 14:15:53 - mmengine - INFO - Epoch(train) [31][1100/5005] lr: 8.5152e-02 eta: 8:01:41 time: 0.0639 data_time: 0.0014 memory: 1152 loss: 2.1882 2022/11/28 14:16:00 - mmengine - INFO - Epoch(train) [31][1200/5005] lr: 8.5133e-02 eta: 8:01:35 time: 0.0648 data_time: 0.0013 memory: 1152 loss: 2.2765 2022/11/28 14:16:07 - mmengine - INFO - Epoch(train) [31][1300/5005] lr: 8.5114e-02 eta: 8:01:29 time: 0.0641 data_time: 0.0013 memory: 1152 loss: 2.3369 2022/11/28 14:16:13 - mmengine - INFO - Epoch(train) [31][1400/5005] lr: 8.5096e-02 eta: 8:01:22 time: 0.0646 data_time: 0.0014 memory: 1152 loss: 2.0118 2022/11/28 14:16:20 - mmengine - INFO - Epoch(train) [31][1500/5005] lr: 8.5077e-02 eta: 8:01:16 time: 0.0642 data_time: 0.0012 memory: 1152 loss: 2.1613 2022/11/28 14:16:26 - mmengine - INFO - Epoch(train) [31][1600/5005] lr: 8.5058e-02 eta: 8:01:10 time: 0.0658 data_time: 0.0013 memory: 1152 loss: 1.9918 2022/11/28 14:16:33 - mmengine - INFO - Epoch(train) [31][1700/5005] lr: 8.5040e-02 eta: 8:01:04 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.2888 2022/11/28 14:16:39 - mmengine - INFO - Epoch(train) [31][1800/5005] lr: 8.5021e-02 eta: 8:00:57 time: 0.0646 data_time: 0.0013 memory: 1152 loss: 2.2287 2022/11/28 14:16:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:16:46 - mmengine - INFO - Epoch(train) [31][1900/5005] lr: 8.5002e-02 eta: 8:00:51 time: 0.0640 data_time: 0.0013 memory: 1152 loss: 2.1099 2022/11/28 14:16:52 - mmengine - INFO - Epoch(train) [31][2000/5005] lr: 8.4984e-02 eta: 8:00:45 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 2.2363 2022/11/28 14:16:59 - mmengine - INFO - Epoch(train) [31][2100/5005] lr: 8.4965e-02 eta: 8:00:39 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 2.3320 2022/11/28 14:17:06 - mmengine - INFO - Epoch(train) [31][2200/5005] lr: 8.4946e-02 eta: 8:00:33 time: 0.0712 data_time: 0.0013 memory: 1152 loss: 2.4115 2022/11/28 14:17:12 - mmengine - INFO - Epoch(train) [31][2300/5005] lr: 8.4928e-02 eta: 8:00:26 time: 0.0684 data_time: 0.0013 memory: 1152 loss: 2.0862 2022/11/28 14:17:19 - mmengine - INFO - Epoch(train) [31][2400/5005] lr: 8.4909e-02 eta: 8:00:20 time: 0.0652 data_time: 0.0013 memory: 1152 loss: 2.3822 2022/11/28 14:17:25 - mmengine - INFO - Epoch(train) [31][2500/5005] lr: 8.4890e-02 eta: 8:00:14 time: 0.0642 data_time: 0.0012 memory: 1152 loss: 2.2247 2022/11/28 14:17:32 - mmengine - INFO - Epoch(train) [31][2600/5005] lr: 8.4871e-02 eta: 8:00:08 time: 0.0640 data_time: 0.0014 memory: 1152 loss: 2.2242 2022/11/28 14:17:38 - mmengine - INFO - Epoch(train) [31][2700/5005] lr: 8.4853e-02 eta: 8:00:01 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.3409 2022/11/28 14:17:45 - mmengine - INFO - Epoch(train) [31][2800/5005] lr: 8.4834e-02 eta: 7:59:55 time: 0.0642 data_time: 0.0014 memory: 1152 loss: 2.3683 2022/11/28 14:17:48 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:17:51 - mmengine - INFO - Epoch(train) [31][2900/5005] lr: 8.4815e-02 eta: 7:59:49 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.1379 2022/11/28 14:17:58 - mmengine - INFO - Epoch(train) [31][3000/5005] lr: 8.4796e-02 eta: 7:59:42 time: 0.0636 data_time: 0.0012 memory: 1152 loss: 2.2076 2022/11/28 14:18:04 - mmengine - INFO - Epoch(train) [31][3100/5005] lr: 8.4778e-02 eta: 7:59:36 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.2751 2022/11/28 14:18:11 - mmengine - INFO - Epoch(train) [31][3200/5005] lr: 8.4759e-02 eta: 7:59:30 time: 0.0652 data_time: 0.0012 memory: 1152 loss: 2.2091 2022/11/28 14:18:18 - mmengine - INFO - Epoch(train) [31][3300/5005] lr: 8.4740e-02 eta: 7:59:24 time: 0.0646 data_time: 0.0013 memory: 1152 loss: 2.1240 2022/11/28 14:18:24 - mmengine - INFO - Epoch(train) [31][3400/5005] lr: 8.4721e-02 eta: 7:59:18 time: 0.0645 data_time: 0.0012 memory: 1152 loss: 2.2874 2022/11/28 14:18:31 - mmengine - INFO - Epoch(train) [31][3500/5005] lr: 8.4702e-02 eta: 7:59:12 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 2.1501 2022/11/28 14:18:38 - mmengine - INFO - Epoch(train) [31][3600/5005] lr: 8.4684e-02 eta: 7:59:06 time: 0.0658 data_time: 0.0012 memory: 1152 loss: 2.1911 2022/11/28 14:18:44 - mmengine - INFO - Epoch(train) [31][3700/5005] lr: 8.4665e-02 eta: 7:58:59 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.1221 2022/11/28 14:18:51 - mmengine - INFO - Epoch(train) [31][3800/5005] lr: 8.4646e-02 eta: 7:58:53 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.2025 2022/11/28 14:18:54 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:18:57 - mmengine - INFO - Epoch(train) [31][3900/5005] lr: 8.4627e-02 eta: 7:58:47 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 1.9213 2022/11/28 14:19:04 - mmengine - INFO - Epoch(train) [31][4000/5005] lr: 8.4608e-02 eta: 7:58:41 time: 0.0644 data_time: 0.0014 memory: 1152 loss: 1.9497 2022/11/28 14:19:10 - mmengine - INFO - Epoch(train) [31][4100/5005] lr: 8.4589e-02 eta: 7:58:34 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.3852 2022/11/28 14:19:17 - mmengine - INFO - Epoch(train) [31][4200/5005] lr: 8.4570e-02 eta: 7:58:28 time: 0.0647 data_time: 0.0013 memory: 1152 loss: 2.1024 2022/11/28 14:19:23 - mmengine - INFO - Epoch(train) [31][4300/5005] lr: 8.4551e-02 eta: 7:58:22 time: 0.0647 data_time: 0.0013 memory: 1152 loss: 2.2676 2022/11/28 14:19:30 - mmengine - INFO - Epoch(train) [31][4400/5005] lr: 8.4533e-02 eta: 7:58:16 time: 0.0649 data_time: 0.0012 memory: 1152 loss: 2.2379 2022/11/28 14:19:37 - mmengine - INFO - Epoch(train) [31][4500/5005] lr: 8.4514e-02 eta: 7:58:10 time: 0.0643 data_time: 0.0013 memory: 1152 loss: 2.1707 2022/11/28 14:19:43 - mmengine - INFO - Epoch(train) [31][4600/5005] lr: 8.4495e-02 eta: 7:58:03 time: 0.0649 data_time: 0.0014 memory: 1152 loss: 2.2392 2022/11/28 14:19:50 - mmengine - INFO - Epoch(train) [31][4700/5005] lr: 8.4476e-02 eta: 7:57:57 time: 0.0638 data_time: 0.0012 memory: 1152 loss: 2.1916 2022/11/28 14:19:56 - mmengine - INFO - Epoch(train) [31][4800/5005] lr: 8.4457e-02 eta: 7:57:50 time: 0.0640 data_time: 0.0013 memory: 1152 loss: 2.1644 2022/11/28 14:19:59 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:20:03 - mmengine - INFO - Epoch(train) [31][4900/5005] lr: 8.4438e-02 eta: 7:57:44 time: 0.0647 data_time: 0.0014 memory: 1152 loss: 2.3202 2022/11/28 14:20:09 - mmengine - INFO - Epoch(train) [31][5000/5005] lr: 8.4419e-02 eta: 7:57:38 time: 0.0646 data_time: 0.0021 memory: 1152 loss: 2.3496 2022/11/28 14:20:09 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:20:09 - mmengine - INFO - Saving checkpoint at 31 epochs 2022/11/28 14:20:14 - mmengine - INFO - Epoch(val) [31][100/196] eta: 0:00:03 time: 0.0376 data_time: 0.0263 memory: 1152 2022/11/28 14:20:27 - mmengine - INFO - Epoch(val) [31][196/196] accuracy/top1: 55.7500 accuracy/top5: 79.9660 2022/11/28 14:20:34 - mmengine - INFO - Epoch(train) [32][ 100/5005] lr: 8.4399e-02 eta: 7:57:32 time: 0.0657 data_time: 0.0013 memory: 1152 loss: 2.2897 2022/11/28 14:20:41 - mmengine - INFO - Epoch(train) [32][ 200/5005] lr: 8.4380e-02 eta: 7:57:26 time: 0.0646 data_time: 0.0017 memory: 1152 loss: 2.0118 2022/11/28 14:20:48 - mmengine - INFO - Epoch(train) [32][ 300/5005] lr: 8.4361e-02 eta: 7:57:20 time: 0.0648 data_time: 0.0013 memory: 1152 loss: 2.2276 2022/11/28 14:20:54 - mmengine - INFO - Epoch(train) [32][ 400/5005] lr: 8.4342e-02 eta: 7:57:13 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.2187 2022/11/28 14:21:00 - mmengine - INFO - Epoch(train) [32][ 500/5005] lr: 8.4323e-02 eta: 7:57:07 time: 0.0650 data_time: 0.0013 memory: 1152 loss: 1.9167 2022/11/28 14:21:07 - mmengine - INFO - Epoch(train) [32][ 600/5005] lr: 8.4304e-02 eta: 7:57:00 time: 0.0640 data_time: 0.0013 memory: 1152 loss: 2.2176 2022/11/28 14:21:14 - mmengine - INFO - Epoch(train) [32][ 700/5005] lr: 8.4285e-02 eta: 7:56:55 time: 0.0647 data_time: 0.0014 memory: 1152 loss: 2.1346 2022/11/28 14:21:20 - mmengine - INFO - Epoch(train) [32][ 800/5005] lr: 8.4266e-02 eta: 7:56:48 time: 0.0648 data_time: 0.0013 memory: 1152 loss: 2.3502 2022/11/28 14:21:23 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:21:27 - mmengine - INFO - Epoch(train) [32][ 900/5005] lr: 8.4247e-02 eta: 7:56:42 time: 0.0646 data_time: 0.0013 memory: 1152 loss: 2.2812 2022/11/28 14:21:33 - mmengine - INFO - Epoch(train) [32][1000/5005] lr: 8.4228e-02 eta: 7:56:36 time: 0.0644 data_time: 0.0015 memory: 1152 loss: 2.0830 2022/11/28 14:21:40 - mmengine - INFO - Epoch(train) [32][1100/5005] lr: 8.4209e-02 eta: 7:56:29 time: 0.0656 data_time: 0.0013 memory: 1152 loss: 2.3410 2022/11/28 14:21:46 - mmengine - INFO - Epoch(train) [32][1200/5005] lr: 8.4190e-02 eta: 7:56:23 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 1.9938 2022/11/28 14:21:53 - mmengine - INFO - Epoch(train) [32][1300/5005] lr: 8.4170e-02 eta: 7:56:17 time: 0.0639 data_time: 0.0012 memory: 1152 loss: 2.0919 2022/11/28 14:22:00 - mmengine - INFO - Epoch(train) [32][1400/5005] lr: 8.4151e-02 eta: 7:56:11 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.2040 2022/11/28 14:22:06 - mmengine - INFO - Epoch(train) [32][1500/5005] lr: 8.4132e-02 eta: 7:56:04 time: 0.0643 data_time: 0.0014 memory: 1152 loss: 2.3835 2022/11/28 14:22:13 - mmengine - INFO - Epoch(train) [32][1600/5005] lr: 8.4113e-02 eta: 7:55:58 time: 0.0643 data_time: 0.0015 memory: 1152 loss: 2.1242 2022/11/28 14:22:19 - mmengine - INFO - Epoch(train) [32][1700/5005] lr: 8.4094e-02 eta: 7:55:52 time: 0.0731 data_time: 0.0013 memory: 1152 loss: 2.3537 2022/11/28 14:22:26 - mmengine - INFO - Epoch(train) [32][1800/5005] lr: 8.4075e-02 eta: 7:55:46 time: 0.0636 data_time: 0.0014 memory: 1152 loss: 2.2059 2022/11/28 14:22:29 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:22:32 - mmengine - INFO - Epoch(train) [32][1900/5005] lr: 8.4056e-02 eta: 7:55:39 time: 0.0639 data_time: 0.0013 memory: 1152 loss: 2.3694 2022/11/28 14:22:39 - mmengine - INFO - Epoch(train) [32][2000/5005] lr: 8.4037e-02 eta: 7:55:34 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.2023 2022/11/28 14:22:46 - mmengine - INFO - Epoch(train) [32][2100/5005] lr: 8.4017e-02 eta: 7:55:27 time: 0.0655 data_time: 0.0013 memory: 1152 loss: 2.1402 2022/11/28 14:22:52 - mmengine - INFO - Epoch(train) [32][2200/5005] lr: 8.3998e-02 eta: 7:55:21 time: 0.0653 data_time: 0.0014 memory: 1152 loss: 2.3520 2022/11/28 14:22:59 - mmengine - INFO - Epoch(train) [32][2300/5005] lr: 8.3979e-02 eta: 7:55:14 time: 0.0643 data_time: 0.0015 memory: 1152 loss: 2.1095 2022/11/28 14:23:05 - mmengine - INFO - Epoch(train) [32][2400/5005] lr: 8.3960e-02 eta: 7:55:09 time: 0.0705 data_time: 0.0075 memory: 1152 loss: 2.2587 2022/11/28 14:23:12 - mmengine - INFO - Epoch(train) [32][2500/5005] lr: 8.3941e-02 eta: 7:55:02 time: 0.0701 data_time: 0.0013 memory: 1152 loss: 2.3009 2022/11/28 14:23:18 - mmengine - INFO - Epoch(train) [32][2600/5005] lr: 8.3921e-02 eta: 7:54:56 time: 0.0638 data_time: 0.0013 memory: 1152 loss: 2.0638 2022/11/28 14:23:25 - mmengine - INFO - Epoch(train) [32][2700/5005] lr: 8.3902e-02 eta: 7:54:50 time: 0.0656 data_time: 0.0013 memory: 1152 loss: 2.2050 2022/11/28 14:23:32 - mmengine - INFO - Epoch(train) [32][2800/5005] lr: 8.3883e-02 eta: 7:54:44 time: 0.0639 data_time: 0.0013 memory: 1152 loss: 2.1272 2022/11/28 14:23:35 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:23:38 - mmengine - INFO - Epoch(train) [32][2900/5005] lr: 8.3864e-02 eta: 7:54:38 time: 0.0641 data_time: 0.0013 memory: 1152 loss: 2.0448 2022/11/28 14:23:45 - mmengine - INFO - Epoch(train) [32][3000/5005] lr: 8.3845e-02 eta: 7:54:31 time: 0.0640 data_time: 0.0012 memory: 1152 loss: 2.1969 2022/11/28 14:23:51 - mmengine - INFO - Epoch(train) [32][3100/5005] lr: 8.3825e-02 eta: 7:54:25 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.1506 2022/11/28 14:23:58 - mmengine - INFO - Epoch(train) [32][3200/5005] lr: 8.3806e-02 eta: 7:54:18 time: 0.0654 data_time: 0.0014 memory: 1152 loss: 2.0675 2022/11/28 14:24:04 - mmengine - INFO - Epoch(train) [32][3300/5005] lr: 8.3787e-02 eta: 7:54:12 time: 0.0643 data_time: 0.0013 memory: 1152 loss: 2.1716 2022/11/28 14:24:11 - mmengine - INFO - Epoch(train) [32][3400/5005] lr: 8.3767e-02 eta: 7:54:06 time: 0.0646 data_time: 0.0014 memory: 1152 loss: 2.1497 2022/11/28 14:24:17 - mmengine - INFO - Epoch(train) [32][3500/5005] lr: 8.3748e-02 eta: 7:53:59 time: 0.0641 data_time: 0.0013 memory: 1152 loss: 1.9527 2022/11/28 14:24:24 - mmengine - INFO - Epoch(train) [32][3600/5005] lr: 8.3729e-02 eta: 7:53:53 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 1.9639 2022/11/28 14:24:31 - mmengine - INFO - Epoch(train) [32][3700/5005] lr: 8.3710e-02 eta: 7:53:47 time: 0.0641 data_time: 0.0013 memory: 1152 loss: 2.2706 2022/11/28 14:24:37 - mmengine - INFO - Epoch(train) [32][3800/5005] lr: 8.3690e-02 eta: 7:53:41 time: 0.0643 data_time: 0.0013 memory: 1152 loss: 2.1675 2022/11/28 14:24:40 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:24:44 - mmengine - INFO - Epoch(train) [32][3900/5005] lr: 8.3671e-02 eta: 7:53:35 time: 0.0652 data_time: 0.0015 memory: 1152 loss: 2.4690 2022/11/28 14:24:50 - mmengine - INFO - Epoch(train) [32][4000/5005] lr: 8.3652e-02 eta: 7:53:28 time: 0.0637 data_time: 0.0013 memory: 1152 loss: 2.1851 2022/11/28 14:24:57 - mmengine - INFO - Epoch(train) [32][4100/5005] lr: 8.3632e-02 eta: 7:53:22 time: 0.0650 data_time: 0.0012 memory: 1152 loss: 2.4797 2022/11/28 14:25:03 - mmengine - INFO - Epoch(train) [32][4200/5005] lr: 8.3613e-02 eta: 7:53:16 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 1.9526 2022/11/28 14:25:10 - mmengine - INFO - Epoch(train) [32][4300/5005] lr: 8.3594e-02 eta: 7:53:10 time: 0.0646 data_time: 0.0013 memory: 1152 loss: 2.1169 2022/11/28 14:25:17 - mmengine - INFO - Epoch(train) [32][4400/5005] lr: 8.3574e-02 eta: 7:53:04 time: 0.0648 data_time: 0.0013 memory: 1152 loss: 2.2244 2022/11/28 14:25:23 - mmengine - INFO - Epoch(train) [32][4500/5005] lr: 8.3555e-02 eta: 7:52:57 time: 0.0640 data_time: 0.0013 memory: 1152 loss: 2.2392 2022/11/28 14:25:30 - mmengine - INFO - Epoch(train) [32][4600/5005] lr: 8.3535e-02 eta: 7:52:51 time: 0.0650 data_time: 0.0014 memory: 1152 loss: 2.5718 2022/11/28 14:25:36 - mmengine - INFO - Epoch(train) [32][4700/5005] lr: 8.3516e-02 eta: 7:52:45 time: 0.0652 data_time: 0.0013 memory: 1152 loss: 2.3097 2022/11/28 14:25:43 - mmengine - INFO - Epoch(train) [32][4800/5005] lr: 8.3497e-02 eta: 7:52:39 time: 0.0659 data_time: 0.0013 memory: 1152 loss: 2.2987 2022/11/28 14:25:46 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:25:49 - mmengine - INFO - Epoch(train) [32][4900/5005] lr: 8.3477e-02 eta: 7:52:33 time: 0.0640 data_time: 0.0013 memory: 1152 loss: 2.1655 2022/11/28 14:25:56 - mmengine - INFO - Epoch(train) [32][5000/5005] lr: 8.3458e-02 eta: 7:52:26 time: 0.0645 data_time: 0.0021 memory: 1152 loss: 2.1464 2022/11/28 14:25:56 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:25:56 - mmengine - INFO - Saving checkpoint at 32 epochs 2022/11/28 14:26:01 - mmengine - INFO - Epoch(val) [32][100/196] eta: 0:00:03 time: 0.0375 data_time: 0.0229 memory: 1152 2022/11/28 14:26:14 - mmengine - INFO - Epoch(val) [32][196/196] accuracy/top1: 54.9100 accuracy/top5: 79.4600 2022/11/28 14:26:21 - mmengine - INFO - Epoch(train) [33][ 100/5005] lr: 8.3437e-02 eta: 7:52:21 time: 0.0670 data_time: 0.0014 memory: 1152 loss: 2.3859 2022/11/28 14:26:28 - mmengine - INFO - Epoch(train) [33][ 200/5005] lr: 8.3418e-02 eta: 7:52:15 time: 0.0647 data_time: 0.0013 memory: 1152 loss: 2.3507 2022/11/28 14:26:34 - mmengine - INFO - Epoch(train) [33][ 300/5005] lr: 8.3398e-02 eta: 7:52:09 time: 0.0647 data_time: 0.0013 memory: 1152 loss: 2.0788 2022/11/28 14:26:41 - mmengine - INFO - Epoch(train) [33][ 400/5005] lr: 8.3379e-02 eta: 7:52:03 time: 0.0648 data_time: 0.0013 memory: 1152 loss: 2.3038 2022/11/28 14:26:47 - mmengine - INFO - Epoch(train) [33][ 500/5005] lr: 8.3359e-02 eta: 7:51:57 time: 0.0652 data_time: 0.0013 memory: 1152 loss: 2.1802 2022/11/28 14:26:54 - mmengine - INFO - Epoch(train) [33][ 600/5005] lr: 8.3340e-02 eta: 7:51:51 time: 0.0661 data_time: 0.0013 memory: 1152 loss: 2.2022 2022/11/28 14:27:01 - mmengine - INFO - Epoch(train) [33][ 700/5005] lr: 8.3320e-02 eta: 7:51:44 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 2.0903 2022/11/28 14:27:07 - mmengine - INFO - Epoch(train) [33][ 800/5005] lr: 8.3301e-02 eta: 7:51:38 time: 0.0640 data_time: 0.0013 memory: 1152 loss: 2.3338 2022/11/28 14:27:10 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:27:14 - mmengine - INFO - Epoch(train) [33][ 900/5005] lr: 8.3281e-02 eta: 7:51:32 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 2.1741 2022/11/28 14:27:20 - mmengine - INFO - Epoch(train) [33][1000/5005] lr: 8.3262e-02 eta: 7:51:26 time: 0.0641 data_time: 0.0013 memory: 1152 loss: 2.1416 2022/11/28 14:27:27 - mmengine - INFO - Epoch(train) [33][1100/5005] lr: 8.3242e-02 eta: 7:51:19 time: 0.0638 data_time: 0.0013 memory: 1152 loss: 2.2767 2022/11/28 14:27:33 - mmengine - INFO - Epoch(train) [33][1200/5005] lr: 8.3223e-02 eta: 7:51:13 time: 0.0747 data_time: 0.0015 memory: 1152 loss: 1.9982 2022/11/28 14:27:40 - mmengine - INFO - Epoch(train) [33][1300/5005] lr: 8.3203e-02 eta: 7:51:07 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.1943 2022/11/28 14:27:47 - mmengine - INFO - Epoch(train) [33][1400/5005] lr: 8.3184e-02 eta: 7:51:01 time: 0.0648 data_time: 0.0013 memory: 1152 loss: 2.3675 2022/11/28 14:27:53 - mmengine - INFO - Epoch(train) [33][1500/5005] lr: 8.3164e-02 eta: 7:50:54 time: 0.0643 data_time: 0.0014 memory: 1152 loss: 2.1833 2022/11/28 14:28:00 - mmengine - INFO - Epoch(train) [33][1600/5005] lr: 8.3145e-02 eta: 7:50:48 time: 0.0641 data_time: 0.0013 memory: 1152 loss: 2.2189 2022/11/28 14:28:06 - mmengine - INFO - Epoch(train) [33][1700/5005] lr: 8.3125e-02 eta: 7:50:42 time: 0.0635 data_time: 0.0013 memory: 1152 loss: 2.2934 2022/11/28 14:28:13 - mmengine - INFO - Epoch(train) [33][1800/5005] lr: 8.3105e-02 eta: 7:50:36 time: 0.0642 data_time: 0.0015 memory: 1152 loss: 2.1305 2022/11/28 14:28:15 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:28:19 - mmengine - INFO - Epoch(train) [33][1900/5005] lr: 8.3086e-02 eta: 7:50:29 time: 0.0639 data_time: 0.0014 memory: 1152 loss: 2.2514 2022/11/28 14:28:26 - mmengine - INFO - Epoch(train) [33][2000/5005] lr: 8.3066e-02 eta: 7:50:23 time: 0.0636 data_time: 0.0013 memory: 1152 loss: 2.3060 2022/11/28 14:28:32 - mmengine - INFO - Epoch(train) [33][2100/5005] lr: 8.3047e-02 eta: 7:50:17 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.2529 2022/11/28 14:28:39 - mmengine - INFO - Epoch(train) [33][2200/5005] lr: 8.3027e-02 eta: 7:50:10 time: 0.0641 data_time: 0.0014 memory: 1152 loss: 2.3349 2022/11/28 14:28:46 - mmengine - INFO - Epoch(train) [33][2300/5005] lr: 8.3007e-02 eta: 7:50:04 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 2.0455 2022/11/28 14:28:52 - mmengine - INFO - Epoch(train) [33][2400/5005] lr: 8.2988e-02 eta: 7:49:58 time: 0.0650 data_time: 0.0013 memory: 1152 loss: 2.2292 2022/11/28 14:28:59 - mmengine - INFO - Epoch(train) [33][2500/5005] lr: 8.2968e-02 eta: 7:49:52 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.3382 2022/11/28 14:29:05 - mmengine - INFO - Epoch(train) [33][2600/5005] lr: 8.2948e-02 eta: 7:49:45 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.3381 2022/11/28 14:29:12 - mmengine - INFO - Epoch(train) [33][2700/5005] lr: 8.2929e-02 eta: 7:49:39 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.3788 2022/11/28 14:29:18 - mmengine - INFO - Epoch(train) [33][2800/5005] lr: 8.2909e-02 eta: 7:49:33 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 2.3059 2022/11/28 14:29:21 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:29:25 - mmengine - INFO - Epoch(train) [33][2900/5005] lr: 8.2889e-02 eta: 7:49:27 time: 0.0643 data_time: 0.0013 memory: 1152 loss: 2.2397 2022/11/28 14:29:32 - mmengine - INFO - Epoch(train) [33][3000/5005] lr: 8.2870e-02 eta: 7:49:20 time: 0.0648 data_time: 0.0013 memory: 1152 loss: 2.5572 2022/11/28 14:29:38 - mmengine - INFO - Epoch(train) [33][3100/5005] lr: 8.2850e-02 eta: 7:49:14 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 2.2880 2022/11/28 14:29:45 - mmengine - INFO - Epoch(train) [33][3200/5005] lr: 8.2830e-02 eta: 7:49:08 time: 0.0649 data_time: 0.0014 memory: 1152 loss: 2.3225 2022/11/28 14:29:51 - mmengine - INFO - Epoch(train) [33][3300/5005] lr: 8.2810e-02 eta: 7:49:02 time: 0.0650 data_time: 0.0013 memory: 1152 loss: 2.1470 2022/11/28 14:29:58 - mmengine - INFO - Epoch(train) [33][3400/5005] lr: 8.2791e-02 eta: 7:48:56 time: 0.0640 data_time: 0.0013 memory: 1152 loss: 2.4533 2022/11/28 14:30:04 - mmengine - INFO - Epoch(train) [33][3500/5005] lr: 8.2771e-02 eta: 7:48:49 time: 0.0641 data_time: 0.0014 memory: 1152 loss: 2.2687 2022/11/28 14:30:11 - mmengine - INFO - Epoch(train) [33][3600/5005] lr: 8.2751e-02 eta: 7:48:43 time: 0.0639 data_time: 0.0014 memory: 1152 loss: 2.4451 2022/11/28 14:30:18 - mmengine - INFO - Epoch(train) [33][3700/5005] lr: 8.2731e-02 eta: 7:48:37 time: 0.0639 data_time: 0.0013 memory: 1152 loss: 2.2596 2022/11/28 14:30:24 - mmengine - INFO - Epoch(train) [33][3800/5005] lr: 8.2712e-02 eta: 7:48:31 time: 0.0649 data_time: 0.0013 memory: 1152 loss: 1.8071 2022/11/28 14:30:27 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:30:31 - mmengine - INFO - Epoch(train) [33][3900/5005] lr: 8.2692e-02 eta: 7:48:25 time: 0.0685 data_time: 0.0013 memory: 1152 loss: 2.3075 2022/11/28 14:30:37 - mmengine - INFO - Epoch(train) [33][4000/5005] lr: 8.2672e-02 eta: 7:48:18 time: 0.0728 data_time: 0.0013 memory: 1152 loss: 2.1185 2022/11/28 14:30:44 - mmengine - INFO - Epoch(train) [33][4100/5005] lr: 8.2652e-02 eta: 7:48:12 time: 0.0647 data_time: 0.0013 memory: 1152 loss: 2.1500 2022/11/28 14:30:51 - mmengine - INFO - Epoch(train) [33][4200/5005] lr: 8.2632e-02 eta: 7:48:06 time: 0.0655 data_time: 0.0015 memory: 1152 loss: 2.1937 2022/11/28 14:30:57 - mmengine - INFO - Epoch(train) [33][4300/5005] lr: 8.2613e-02 eta: 7:48:00 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.4106 2022/11/28 14:31:04 - mmengine - INFO - Epoch(train) [33][4400/5005] lr: 8.2593e-02 eta: 7:47:54 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.2643 2022/11/28 14:31:10 - mmengine - INFO - Epoch(train) [33][4500/5005] lr: 8.2573e-02 eta: 7:47:47 time: 0.0640 data_time: 0.0013 memory: 1152 loss: 2.2349 2022/11/28 14:31:17 - mmengine - INFO - Epoch(train) [33][4600/5005] lr: 8.2553e-02 eta: 7:47:41 time: 0.0640 data_time: 0.0013 memory: 1152 loss: 2.4675 2022/11/28 14:31:24 - mmengine - INFO - Epoch(train) [33][4700/5005] lr: 8.2533e-02 eta: 7:47:35 time: 0.0644 data_time: 0.0015 memory: 1152 loss: 2.0573 2022/11/28 14:31:30 - mmengine - INFO - Epoch(train) [33][4800/5005] lr: 8.2513e-02 eta: 7:47:29 time: 0.0650 data_time: 0.0013 memory: 1152 loss: 2.2097 2022/11/28 14:31:33 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:31:37 - mmengine - INFO - Epoch(train) [33][4900/5005] lr: 8.2493e-02 eta: 7:47:22 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.3457 2022/11/28 14:31:43 - mmengine - INFO - Epoch(train) [33][5000/5005] lr: 8.2474e-02 eta: 7:47:16 time: 0.0647 data_time: 0.0022 memory: 1152 loss: 2.2114 2022/11/28 14:31:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:31:43 - mmengine - INFO - Saving checkpoint at 33 epochs 2022/11/28 14:31:48 - mmengine - INFO - Epoch(val) [33][100/196] eta: 0:00:04 time: 0.0398 data_time: 0.0293 memory: 1152 2022/11/28 14:32:01 - mmengine - INFO - Epoch(val) [33][196/196] accuracy/top1: 56.1040 accuracy/top5: 80.1480 2022/11/28 14:32:08 - mmengine - INFO - Epoch(train) [34][ 100/5005] lr: 8.2453e-02 eta: 7:47:10 time: 0.0648 data_time: 0.0014 memory: 1152 loss: 2.2534 2022/11/28 14:32:15 - mmengine - INFO - Epoch(train) [34][ 200/5005] lr: 8.2433e-02 eta: 7:47:04 time: 0.0643 data_time: 0.0017 memory: 1152 loss: 2.2074 2022/11/28 14:32:21 - mmengine - INFO - Epoch(train) [34][ 300/5005] lr: 8.2413e-02 eta: 7:46:58 time: 0.0640 data_time: 0.0015 memory: 1152 loss: 2.1139 2022/11/28 14:32:28 - mmengine - INFO - Epoch(train) [34][ 400/5005] lr: 8.2393e-02 eta: 7:46:52 time: 0.0651 data_time: 0.0013 memory: 1152 loss: 2.0127 2022/11/28 14:32:34 - mmengine - INFO - Epoch(train) [34][ 500/5005] lr: 8.2373e-02 eta: 7:46:45 time: 0.0641 data_time: 0.0015 memory: 1152 loss: 2.2795 2022/11/28 14:32:41 - mmengine - INFO - Epoch(train) [34][ 600/5005] lr: 8.2353e-02 eta: 7:46:39 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.2908 2022/11/28 14:32:48 - mmengine - INFO - Epoch(train) [34][ 700/5005] lr: 8.2333e-02 eta: 7:46:33 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.0060 2022/11/28 14:32:54 - mmengine - INFO - Epoch(train) [34][ 800/5005] lr: 8.2313e-02 eta: 7:46:26 time: 0.0641 data_time: 0.0014 memory: 1152 loss: 2.2068 2022/11/28 14:32:56 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:33:01 - mmengine - INFO - Epoch(train) [34][ 900/5005] lr: 8.2293e-02 eta: 7:46:20 time: 0.0639 data_time: 0.0013 memory: 1152 loss: 2.2219 2022/11/28 14:33:07 - mmengine - INFO - Epoch(train) [34][1000/5005] lr: 8.2273e-02 eta: 7:46:14 time: 0.0739 data_time: 0.0013 memory: 1152 loss: 2.1285 2022/11/28 14:33:14 - mmengine - INFO - Epoch(train) [34][1100/5005] lr: 8.2253e-02 eta: 7:46:08 time: 0.0635 data_time: 0.0014 memory: 1152 loss: 2.2339 2022/11/28 14:33:21 - mmengine - INFO - Epoch(train) [34][1200/5005] lr: 8.2233e-02 eta: 7:46:02 time: 0.0639 data_time: 0.0014 memory: 1152 loss: 2.1989 2022/11/28 14:33:27 - mmengine - INFO - Epoch(train) [34][1300/5005] lr: 8.2213e-02 eta: 7:45:56 time: 0.0715 data_time: 0.0013 memory: 1152 loss: 2.3646 2022/11/28 14:33:34 - mmengine - INFO - Epoch(train) [34][1400/5005] lr: 8.2193e-02 eta: 7:45:49 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.1878 2022/11/28 14:33:41 - mmengine - INFO - Epoch(train) [34][1500/5005] lr: 8.2173e-02 eta: 7:45:44 time: 0.0644 data_time: 0.0014 memory: 1152 loss: 2.1997 2022/11/28 14:33:47 - mmengine - INFO - Epoch(train) [34][1600/5005] lr: 8.2153e-02 eta: 7:45:38 time: 0.0643 data_time: 0.0014 memory: 1152 loss: 2.2542 2022/11/28 14:33:54 - mmengine - INFO - Epoch(train) [34][1700/5005] lr: 8.2133e-02 eta: 7:45:31 time: 0.0652 data_time: 0.0015 memory: 1152 loss: 2.1568 2022/11/28 14:34:00 - mmengine - INFO - Epoch(train) [34][1800/5005] lr: 8.2113e-02 eta: 7:45:25 time: 0.0641 data_time: 0.0014 memory: 1152 loss: 2.5488 2022/11/28 14:34:03 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:34:07 - mmengine - INFO - Epoch(train) [34][1900/5005] lr: 8.2093e-02 eta: 7:45:19 time: 0.0641 data_time: 0.0013 memory: 1152 loss: 2.2853 2022/11/28 14:34:14 - mmengine - INFO - Epoch(train) [34][2000/5005] lr: 8.2073e-02 eta: 7:45:13 time: 0.0636 data_time: 0.0013 memory: 1152 loss: 2.3318 2022/11/28 14:34:20 - mmengine - INFO - Epoch(train) [34][2100/5005] lr: 8.2053e-02 eta: 7:45:07 time: 0.0652 data_time: 0.0013 memory: 1152 loss: 1.9417 2022/11/28 14:34:27 - mmengine - INFO - Epoch(train) [34][2200/5005] lr: 8.2033e-02 eta: 7:45:01 time: 0.0649 data_time: 0.0013 memory: 1152 loss: 2.1569 2022/11/28 14:34:33 - mmengine - INFO - Epoch(train) [34][2300/5005] lr: 8.2013e-02 eta: 7:44:54 time: 0.0647 data_time: 0.0014 memory: 1152 loss: 2.1460 2022/11/28 14:34:40 - mmengine - INFO - Epoch(train) [34][2400/5005] lr: 8.1993e-02 eta: 7:44:48 time: 0.0648 data_time: 0.0014 memory: 1152 loss: 2.0288 2022/11/28 14:34:46 - mmengine - INFO - Epoch(train) [34][2500/5005] lr: 8.1973e-02 eta: 7:44:42 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.3237 2022/11/28 14:34:53 - mmengine - INFO - Epoch(train) [34][2600/5005] lr: 8.1953e-02 eta: 7:44:35 time: 0.0642 data_time: 0.0015 memory: 1152 loss: 2.2445 2022/11/28 14:35:00 - mmengine - INFO - Epoch(train) [34][2700/5005] lr: 8.1932e-02 eta: 7:44:29 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.1066 2022/11/28 14:35:06 - mmengine - INFO - Epoch(train) [34][2800/5005] lr: 8.1912e-02 eta: 7:44:23 time: 0.0637 data_time: 0.0014 memory: 1152 loss: 2.2991 2022/11/28 14:35:08 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:35:13 - mmengine - INFO - Epoch(train) [34][2900/5005] lr: 8.1892e-02 eta: 7:44:17 time: 0.0659 data_time: 0.0013 memory: 1152 loss: 2.2406 2022/11/28 14:35:19 - mmengine - INFO - Epoch(train) [34][3000/5005] lr: 8.1872e-02 eta: 7:44:10 time: 0.0641 data_time: 0.0013 memory: 1152 loss: 2.3503 2022/11/28 14:35:26 - mmengine - INFO - Epoch(train) [34][3100/5005] lr: 8.1852e-02 eta: 7:44:04 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.4065 2022/11/28 14:35:32 - mmengine - INFO - Epoch(train) [34][3200/5005] lr: 8.1832e-02 eta: 7:43:58 time: 0.0639 data_time: 0.0014 memory: 1152 loss: 2.3398 2022/11/28 14:35:39 - mmengine - INFO - Epoch(train) [34][3300/5005] lr: 8.1812e-02 eta: 7:43:51 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.1705 2022/11/28 14:35:46 - mmengine - INFO - Epoch(train) [34][3400/5005] lr: 8.1791e-02 eta: 7:43:45 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.2022 2022/11/28 14:35:52 - mmengine - INFO - Epoch(train) [34][3500/5005] lr: 8.1771e-02 eta: 7:43:39 time: 0.0648 data_time: 0.0014 memory: 1152 loss: 2.1860 2022/11/28 14:35:59 - mmengine - INFO - Epoch(train) [34][3600/5005] lr: 8.1751e-02 eta: 7:43:32 time: 0.0640 data_time: 0.0014 memory: 1152 loss: 2.2245 2022/11/28 14:36:05 - mmengine - INFO - Epoch(train) [34][3700/5005] lr: 8.1731e-02 eta: 7:43:26 time: 0.0643 data_time: 0.0014 memory: 1152 loss: 2.4334 2022/11/28 14:36:12 - mmengine - INFO - Epoch(train) [34][3800/5005] lr: 8.1711e-02 eta: 7:43:20 time: 0.0666 data_time: 0.0014 memory: 1152 loss: 1.9971 2022/11/28 14:36:14 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:36:18 - mmengine - INFO - Epoch(train) [34][3900/5005] lr: 8.1690e-02 eta: 7:43:14 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 2.1493 2022/11/28 14:36:25 - mmengine - INFO - Epoch(train) [34][4000/5005] lr: 8.1670e-02 eta: 7:43:08 time: 0.0642 data_time: 0.0014 memory: 1152 loss: 2.2282 2022/11/28 14:36:32 - mmengine - INFO - Epoch(train) [34][4100/5005] lr: 8.1650e-02 eta: 7:43:01 time: 0.0666 data_time: 0.0014 memory: 1152 loss: 2.1102 2022/11/28 14:36:38 - mmengine - INFO - Epoch(train) [34][4200/5005] lr: 8.1630e-02 eta: 7:42:55 time: 0.0642 data_time: 0.0015 memory: 1152 loss: 2.1375 2022/11/28 14:36:45 - mmengine - INFO - Epoch(train) [34][4300/5005] lr: 8.1609e-02 eta: 7:42:49 time: 0.0644 data_time: 0.0014 memory: 1152 loss: 2.3329 2022/11/28 14:36:51 - mmengine - INFO - Epoch(train) [34][4400/5005] lr: 8.1589e-02 eta: 7:42:43 time: 0.0651 data_time: 0.0016 memory: 1152 loss: 2.2437 2022/11/28 14:36:58 - mmengine - INFO - Epoch(train) [34][4500/5005] lr: 8.1569e-02 eta: 7:42:37 time: 0.0658 data_time: 0.0016 memory: 1152 loss: 2.2468 2022/11/28 14:37:05 - mmengine - INFO - Epoch(train) [34][4600/5005] lr: 8.1548e-02 eta: 7:42:31 time: 0.0643 data_time: 0.0013 memory: 1152 loss: 1.9561 2022/11/28 14:37:11 - mmengine - INFO - Epoch(train) [34][4700/5005] lr: 8.1528e-02 eta: 7:42:25 time: 0.0651 data_time: 0.0014 memory: 1152 loss: 2.2399 2022/11/28 14:37:18 - mmengine - INFO - Epoch(train) [34][4800/5005] lr: 8.1508e-02 eta: 7:42:18 time: 0.0648 data_time: 0.0013 memory: 1152 loss: 2.4744 2022/11/28 14:37:20 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:37:25 - mmengine - INFO - Epoch(train) [34][4900/5005] lr: 8.1488e-02 eta: 7:42:12 time: 0.0708 data_time: 0.0015 memory: 1152 loss: 2.0168 2022/11/28 14:37:31 - mmengine - INFO - Epoch(train) [34][5000/5005] lr: 8.1467e-02 eta: 7:42:06 time: 0.0646 data_time: 0.0021 memory: 1152 loss: 2.3924 2022/11/28 14:37:31 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:37:31 - mmengine - INFO - Saving checkpoint at 34 epochs 2022/11/28 14:37:36 - mmengine - INFO - Epoch(val) [34][100/196] eta: 0:00:03 time: 0.0380 data_time: 0.0268 memory: 1152 2022/11/28 14:37:49 - mmengine - INFO - Epoch(val) [34][196/196] accuracy/top1: 56.6940 accuracy/top5: 80.7360 2022/11/28 14:37:56 - mmengine - INFO - Epoch(train) [35][ 100/5005] lr: 8.1446e-02 eta: 7:42:00 time: 0.0656 data_time: 0.0013 memory: 1152 loss: 1.9476 2022/11/28 14:38:03 - mmengine - INFO - Epoch(train) [35][ 200/5005] lr: 8.1426e-02 eta: 7:41:54 time: 0.0659 data_time: 0.0014 memory: 1152 loss: 2.1481 2022/11/28 14:38:10 - mmengine - INFO - Epoch(train) [35][ 300/5005] lr: 8.1405e-02 eta: 7:41:48 time: 0.0651 data_time: 0.0013 memory: 1152 loss: 2.2619 2022/11/28 14:38:16 - mmengine - INFO - Epoch(train) [35][ 400/5005] lr: 8.1385e-02 eta: 7:41:42 time: 0.0753 data_time: 0.0013 memory: 1152 loss: 2.1024 2022/11/28 14:38:23 - mmengine - INFO - Epoch(train) [35][ 500/5005] lr: 8.1364e-02 eta: 7:41:35 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.1103 2022/11/28 14:38:29 - mmengine - INFO - Epoch(train) [35][ 600/5005] lr: 8.1344e-02 eta: 7:41:29 time: 0.0641 data_time: 0.0014 memory: 1152 loss: 2.3426 2022/11/28 14:38:36 - mmengine - INFO - Epoch(train) [35][ 700/5005] lr: 8.1324e-02 eta: 7:41:23 time: 0.0640 data_time: 0.0014 memory: 1152 loss: 2.1491 2022/11/28 14:38:42 - mmengine - INFO - Epoch(train) [35][ 800/5005] lr: 8.1303e-02 eta: 7:41:17 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 2.0776 2022/11/28 14:38:44 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:38:49 - mmengine - INFO - Epoch(train) [35][ 900/5005] lr: 8.1283e-02 eta: 7:41:10 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 2.1338 2022/11/28 14:38:56 - mmengine - INFO - Epoch(train) [35][1000/5005] lr: 8.1263e-02 eta: 7:41:04 time: 0.0643 data_time: 0.0013 memory: 1152 loss: 2.1980 2022/11/28 14:39:02 - mmengine - INFO - Epoch(train) [35][1100/5005] lr: 8.1242e-02 eta: 7:40:58 time: 0.0650 data_time: 0.0013 memory: 1152 loss: 2.1914 2022/11/28 14:39:09 - mmengine - INFO - Epoch(train) [35][1200/5005] lr: 8.1222e-02 eta: 7:40:52 time: 0.0636 data_time: 0.0013 memory: 1152 loss: 2.2063 2022/11/28 14:39:15 - mmengine - INFO - Epoch(train) [35][1300/5005] lr: 8.1201e-02 eta: 7:40:45 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.2765 2022/11/28 14:39:22 - mmengine - INFO - Epoch(train) [35][1400/5005] lr: 8.1181e-02 eta: 7:40:39 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 2.0206 2022/11/28 14:39:28 - mmengine - INFO - Epoch(train) [35][1500/5005] lr: 8.1160e-02 eta: 7:40:33 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.0829 2022/11/28 14:39:35 - mmengine - INFO - Epoch(train) [35][1600/5005] lr: 8.1140e-02 eta: 7:40:26 time: 0.0638 data_time: 0.0014 memory: 1152 loss: 2.2901 2022/11/28 14:39:41 - mmengine - INFO - Epoch(train) [35][1700/5005] lr: 8.1119e-02 eta: 7:40:20 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.1602 2022/11/28 14:39:48 - mmengine - INFO - Epoch(train) [35][1800/5005] lr: 8.1099e-02 eta: 7:40:13 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.2317 2022/11/28 14:39:50 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:39:54 - mmengine - INFO - Epoch(train) [35][1900/5005] lr: 8.1078e-02 eta: 7:40:07 time: 0.0678 data_time: 0.0013 memory: 1152 loss: 2.1823 2022/11/28 14:40:01 - mmengine - INFO - Epoch(train) [35][2000/5005] lr: 8.1058e-02 eta: 7:40:01 time: 0.0666 data_time: 0.0013 memory: 1152 loss: 2.3102 2022/11/28 14:40:08 - mmengine - INFO - Epoch(train) [35][2100/5005] lr: 8.1038e-02 eta: 7:39:55 time: 0.0638 data_time: 0.0013 memory: 1152 loss: 2.2267 2022/11/28 14:40:14 - mmengine - INFO - Epoch(train) [35][2200/5005] lr: 8.1017e-02 eta: 7:39:48 time: 0.0637 data_time: 0.0014 memory: 1152 loss: 2.1799 2022/11/28 14:40:21 - mmengine - INFO - Epoch(train) [35][2300/5005] lr: 8.0996e-02 eta: 7:39:42 time: 0.0660 data_time: 0.0013 memory: 1152 loss: 2.0204 2022/11/28 14:40:27 - mmengine - INFO - Epoch(train) [35][2400/5005] lr: 8.0976e-02 eta: 7:39:36 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 1.9884 2022/11/28 14:40:34 - mmengine - INFO - Epoch(train) [35][2500/5005] lr: 8.0955e-02 eta: 7:39:29 time: 0.0649 data_time: 0.0013 memory: 1152 loss: 2.1408 2022/11/28 14:40:41 - mmengine - INFO - Epoch(train) [35][2600/5005] lr: 8.0935e-02 eta: 7:39:24 time: 0.0648 data_time: 0.0013 memory: 1152 loss: 2.1675 2022/11/28 14:40:47 - mmengine - INFO - Epoch(train) [35][2700/5005] lr: 8.0914e-02 eta: 7:39:18 time: 0.0636 data_time: 0.0013 memory: 1152 loss: 2.2206 2022/11/28 14:40:54 - mmengine - INFO - Epoch(train) [35][2800/5005] lr: 8.0894e-02 eta: 7:39:11 time: 0.0641 data_time: 0.0014 memory: 1152 loss: 2.2307 2022/11/28 14:40:56 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:41:00 - mmengine - INFO - Epoch(train) [35][2900/5005] lr: 8.0873e-02 eta: 7:39:05 time: 0.0644 data_time: 0.0014 memory: 1152 loss: 2.1748 2022/11/28 14:41:07 - mmengine - INFO - Epoch(train) [35][3000/5005] lr: 8.0853e-02 eta: 7:38:59 time: 0.0653 data_time: 0.0014 memory: 1152 loss: 2.3452 2022/11/28 14:41:14 - mmengine - INFO - Epoch(train) [35][3100/5005] lr: 8.0832e-02 eta: 7:38:53 time: 0.0648 data_time: 0.0013 memory: 1152 loss: 2.2635 2022/11/28 14:41:20 - mmengine - INFO - Epoch(train) [35][3200/5005] lr: 8.0811e-02 eta: 7:38:46 time: 0.0649 data_time: 0.0013 memory: 1152 loss: 2.2988 2022/11/28 14:41:27 - mmengine - INFO - Epoch(train) [35][3300/5005] lr: 8.0791e-02 eta: 7:38:40 time: 0.0641 data_time: 0.0013 memory: 1152 loss: 2.3140 2022/11/28 14:41:33 - mmengine - INFO - Epoch(train) [35][3400/5005] lr: 8.0770e-02 eta: 7:38:33 time: 0.0638 data_time: 0.0013 memory: 1152 loss: 2.0251 2022/11/28 14:41:40 - mmengine - INFO - Epoch(train) [35][3500/5005] lr: 8.0750e-02 eta: 7:38:27 time: 0.0645 data_time: 0.0015 memory: 1152 loss: 2.2779 2022/11/28 14:41:46 - mmengine - INFO - Epoch(train) [35][3600/5005] lr: 8.0729e-02 eta: 7:38:21 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 2.3765 2022/11/28 14:41:53 - mmengine - INFO - Epoch(train) [35][3700/5005] lr: 8.0708e-02 eta: 7:38:15 time: 0.0641 data_time: 0.0014 memory: 1152 loss: 2.2578 2022/11/28 14:42:00 - mmengine - INFO - Epoch(train) [35][3800/5005] lr: 8.0688e-02 eta: 7:38:09 time: 0.0643 data_time: 0.0013 memory: 1152 loss: 2.3672 2022/11/28 14:42:02 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:42:06 - mmengine - INFO - Epoch(train) [35][3900/5005] lr: 8.0667e-02 eta: 7:38:02 time: 0.0639 data_time: 0.0014 memory: 1152 loss: 2.2961 2022/11/28 14:42:13 - mmengine - INFO - Epoch(train) [35][4000/5005] lr: 8.0646e-02 eta: 7:37:56 time: 0.0652 data_time: 0.0013 memory: 1152 loss: 2.1754 2022/11/28 14:42:19 - mmengine - INFO - Epoch(train) [35][4100/5005] lr: 8.0626e-02 eta: 7:37:50 time: 0.0647 data_time: 0.0013 memory: 1152 loss: 2.3069 2022/11/28 14:42:26 - mmengine - INFO - Epoch(train) [35][4200/5005] lr: 8.0605e-02 eta: 7:37:44 time: 0.0716 data_time: 0.0013 memory: 1152 loss: 2.3166 2022/11/28 14:42:33 - mmengine - INFO - Epoch(train) [35][4300/5005] lr: 8.0584e-02 eta: 7:37:37 time: 0.0643 data_time: 0.0014 memory: 1152 loss: 2.3064 2022/11/28 14:42:39 - mmengine - INFO - Epoch(train) [35][4400/5005] lr: 8.0564e-02 eta: 7:37:31 time: 0.0643 data_time: 0.0014 memory: 1152 loss: 2.3848 2022/11/28 14:42:46 - mmengine - INFO - Epoch(train) [35][4500/5005] lr: 8.0543e-02 eta: 7:37:24 time: 0.0649 data_time: 0.0014 memory: 1152 loss: 2.0839 2022/11/28 14:42:52 - mmengine - INFO - Epoch(train) [35][4600/5005] lr: 8.0522e-02 eta: 7:37:18 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 1.9706 2022/11/28 14:42:59 - mmengine - INFO - Epoch(train) [35][4700/5005] lr: 8.0502e-02 eta: 7:37:12 time: 0.0644 data_time: 0.0014 memory: 1152 loss: 2.5876 2022/11/28 14:43:05 - mmengine - INFO - Epoch(train) [35][4800/5005] lr: 8.0481e-02 eta: 7:37:06 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.1570 2022/11/28 14:43:07 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:43:12 - mmengine - INFO - Epoch(train) [35][4900/5005] lr: 8.0460e-02 eta: 7:37:00 time: 0.0717 data_time: 0.0014 memory: 1152 loss: 2.3245 2022/11/28 14:43:19 - mmengine - INFO - Epoch(train) [35][5000/5005] lr: 8.0439e-02 eta: 7:36:53 time: 0.0645 data_time: 0.0017 memory: 1152 loss: 2.2599 2022/11/28 14:43:19 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:43:19 - mmengine - INFO - Saving checkpoint at 35 epochs 2022/11/28 14:43:24 - mmengine - INFO - Epoch(val) [35][100/196] eta: 0:00:03 time: 0.0367 data_time: 0.0242 memory: 1152 2022/11/28 14:43:36 - mmengine - INFO - Epoch(val) [35][196/196] accuracy/top1: 56.3760 accuracy/top5: 80.2960 2022/11/28 14:43:44 - mmengine - INFO - Epoch(train) [36][ 100/5005] lr: 8.0418e-02 eta: 7:36:48 time: 0.0642 data_time: 0.0014 memory: 1152 loss: 2.0868 2022/11/28 14:43:50 - mmengine - INFO - Epoch(train) [36][ 200/5005] lr: 8.0397e-02 eta: 7:36:41 time: 0.0650 data_time: 0.0014 memory: 1152 loss: 2.0118 2022/11/28 14:43:57 - mmengine - INFO - Epoch(train) [36][ 300/5005] lr: 8.0376e-02 eta: 7:36:35 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.0833 2022/11/28 14:44:03 - mmengine - INFO - Epoch(train) [36][ 400/5005] lr: 8.0355e-02 eta: 7:36:29 time: 0.0649 data_time: 0.0013 memory: 1152 loss: 1.9877 2022/11/28 14:44:10 - mmengine - INFO - Epoch(train) [36][ 500/5005] lr: 8.0334e-02 eta: 7:36:22 time: 0.0658 data_time: 0.0014 memory: 1152 loss: 2.1648 2022/11/28 14:44:16 - mmengine - INFO - Epoch(train) [36][ 600/5005] lr: 8.0314e-02 eta: 7:36:16 time: 0.0743 data_time: 0.0013 memory: 1152 loss: 2.2413 2022/11/28 14:44:23 - mmengine - INFO - Epoch(train) [36][ 700/5005] lr: 8.0293e-02 eta: 7:36:10 time: 0.0663 data_time: 0.0013 memory: 1152 loss: 2.2568 2022/11/28 14:44:30 - mmengine - INFO - Epoch(train) [36][ 800/5005] lr: 8.0272e-02 eta: 7:36:04 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.2564 2022/11/28 14:44:31 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:44:36 - mmengine - INFO - Epoch(train) [36][ 900/5005] lr: 8.0251e-02 eta: 7:35:57 time: 0.0646 data_time: 0.0013 memory: 1152 loss: 2.1797 2022/11/28 14:44:43 - mmengine - INFO - Epoch(train) [36][1000/5005] lr: 8.0230e-02 eta: 7:35:51 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 1.8820 2022/11/28 14:44:49 - mmengine - INFO - Epoch(train) [36][1100/5005] lr: 8.0210e-02 eta: 7:35:45 time: 0.0643 data_time: 0.0013 memory: 1152 loss: 2.2846 2022/11/28 14:44:56 - mmengine - INFO - Epoch(train) [36][1200/5005] lr: 8.0189e-02 eta: 7:35:38 time: 0.0640 data_time: 0.0014 memory: 1152 loss: 2.1190 2022/11/28 14:45:02 - mmengine - INFO - Epoch(train) [36][1300/5005] lr: 8.0168e-02 eta: 7:35:32 time: 0.0646 data_time: 0.0013 memory: 1152 loss: 2.1184 2022/11/28 14:45:09 - mmengine - INFO - Epoch(train) [36][1400/5005] lr: 8.0147e-02 eta: 7:35:26 time: 0.0640 data_time: 0.0014 memory: 1152 loss: 2.1574 2022/11/28 14:45:15 - mmengine - INFO - Epoch(train) [36][1500/5005] lr: 8.0126e-02 eta: 7:35:19 time: 0.0639 data_time: 0.0013 memory: 1152 loss: 2.2282 2022/11/28 14:45:22 - mmengine - INFO - Epoch(train) [36][1600/5005] lr: 8.0105e-02 eta: 7:35:13 time: 0.0652 data_time: 0.0013 memory: 1152 loss: 2.0766 2022/11/28 14:45:29 - mmengine - INFO - Epoch(train) [36][1700/5005] lr: 8.0084e-02 eta: 7:35:07 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.2701 2022/11/28 14:45:35 - mmengine - INFO - Epoch(train) [36][1800/5005] lr: 8.0063e-02 eta: 7:35:01 time: 0.0641 data_time: 0.0013 memory: 1152 loss: 2.1427 2022/11/28 14:45:37 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:45:42 - mmengine - INFO - Epoch(train) [36][1900/5005] lr: 8.0043e-02 eta: 7:34:54 time: 0.0655 data_time: 0.0013 memory: 1152 loss: 2.6273 2022/11/28 14:45:48 - mmengine - INFO - Epoch(train) [36][2000/5005] lr: 8.0022e-02 eta: 7:34:48 time: 0.0640 data_time: 0.0013 memory: 1152 loss: 2.1929 2022/11/28 14:45:55 - mmengine - INFO - Epoch(train) [36][2100/5005] lr: 8.0001e-02 eta: 7:34:42 time: 0.0646 data_time: 0.0013 memory: 1152 loss: 2.0916 2022/11/28 14:46:02 - mmengine - INFO - Epoch(train) [36][2200/5005] lr: 7.9980e-02 eta: 7:34:36 time: 0.0646 data_time: 0.0014 memory: 1152 loss: 2.1168 2022/11/28 14:46:08 - mmengine - INFO - Epoch(train) [36][2300/5005] lr: 7.9959e-02 eta: 7:34:29 time: 0.0639 data_time: 0.0013 memory: 1152 loss: 2.2767 2022/11/28 14:46:15 - mmengine - INFO - Epoch(train) [36][2400/5005] lr: 7.9938e-02 eta: 7:34:23 time: 0.0641 data_time: 0.0013 memory: 1152 loss: 2.2732 2022/11/28 14:46:21 - mmengine - INFO - Epoch(train) [36][2500/5005] lr: 7.9917e-02 eta: 7:34:17 time: 0.0642 data_time: 0.0014 memory: 1152 loss: 2.4401 2022/11/28 14:46:28 - mmengine - INFO - Epoch(train) [36][2600/5005] lr: 7.9896e-02 eta: 7:34:11 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.1317 2022/11/28 14:46:35 - mmengine - INFO - Epoch(train) [36][2700/5005] lr: 7.9875e-02 eta: 7:34:05 time: 0.0643 data_time: 0.0014 memory: 1152 loss: 2.2157 2022/11/28 14:46:41 - mmengine - INFO - Epoch(train) [36][2800/5005] lr: 7.9854e-02 eta: 7:33:59 time: 0.0648 data_time: 0.0013 memory: 1152 loss: 2.3007 2022/11/28 14:46:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:46:48 - mmengine - INFO - Epoch(train) [36][2900/5005] lr: 7.9833e-02 eta: 7:33:52 time: 0.0651 data_time: 0.0013 memory: 1152 loss: 2.1818 2022/11/28 14:46:54 - mmengine - INFO - Epoch(train) [36][3000/5005] lr: 7.9812e-02 eta: 7:33:46 time: 0.0639 data_time: 0.0015 memory: 1152 loss: 2.1808 2022/11/28 14:47:01 - mmengine - INFO - Epoch(train) [36][3100/5005] lr: 7.9791e-02 eta: 7:33:40 time: 0.0779 data_time: 0.0013 memory: 1152 loss: 2.0806 2022/11/28 14:47:08 - mmengine - INFO - Epoch(train) [36][3200/5005] lr: 7.9770e-02 eta: 7:33:34 time: 0.0649 data_time: 0.0014 memory: 1152 loss: 2.1678 2022/11/28 14:47:14 - mmengine - INFO - Epoch(train) [36][3300/5005] lr: 7.9749e-02 eta: 7:33:27 time: 0.0649 data_time: 0.0013 memory: 1152 loss: 2.2304 2022/11/28 14:47:21 - mmengine - INFO - Epoch(train) [36][3400/5005] lr: 7.9728e-02 eta: 7:33:21 time: 0.0650 data_time: 0.0014 memory: 1152 loss: 2.1479 2022/11/28 14:47:27 - mmengine - INFO - Epoch(train) [36][3500/5005] lr: 7.9707e-02 eta: 7:33:15 time: 0.0650 data_time: 0.0014 memory: 1152 loss: 2.2195 2022/11/28 14:47:34 - mmengine - INFO - Epoch(train) [36][3600/5005] lr: 7.9686e-02 eta: 7:33:08 time: 0.0642 data_time: 0.0015 memory: 1152 loss: 2.2080 2022/11/28 14:47:41 - mmengine - INFO - Epoch(train) [36][3700/5005] lr: 7.9665e-02 eta: 7:33:02 time: 0.0650 data_time: 0.0017 memory: 1152 loss: 2.3463 2022/11/28 14:47:47 - mmengine - INFO - Epoch(train) [36][3800/5005] lr: 7.9644e-02 eta: 7:32:56 time: 0.0647 data_time: 0.0014 memory: 1152 loss: 2.3150 2022/11/28 14:47:49 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:47:54 - mmengine - INFO - Epoch(train) [36][3900/5005] lr: 7.9623e-02 eta: 7:32:50 time: 0.0651 data_time: 0.0014 memory: 1152 loss: 2.1000 2022/11/28 14:48:01 - mmengine - INFO - Epoch(train) [36][4000/5005] lr: 7.9602e-02 eta: 7:32:44 time: 0.0648 data_time: 0.0013 memory: 1152 loss: 2.3609 2022/11/28 14:48:07 - mmengine - INFO - Epoch(train) [36][4100/5005] lr: 7.9581e-02 eta: 7:32:38 time: 0.0648 data_time: 0.0014 memory: 1152 loss: 2.0947 2022/11/28 14:48:14 - mmengine - INFO - Epoch(train) [36][4200/5005] lr: 7.9560e-02 eta: 7:32:32 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 2.1522 2022/11/28 14:48:20 - mmengine - INFO - Epoch(train) [36][4300/5005] lr: 7.9538e-02 eta: 7:32:25 time: 0.0642 data_time: 0.0014 memory: 1152 loss: 1.8737 2022/11/28 14:48:27 - mmengine - INFO - Epoch(train) [36][4400/5005] lr: 7.9517e-02 eta: 7:32:19 time: 0.0658 data_time: 0.0014 memory: 1152 loss: 2.0138 2022/11/28 14:48:33 - mmengine - INFO - Epoch(train) [36][4500/5005] lr: 7.9496e-02 eta: 7:32:13 time: 0.0641 data_time: 0.0013 memory: 1152 loss: 2.0662 2022/11/28 14:48:40 - mmengine - INFO - Epoch(train) [36][4600/5005] lr: 7.9475e-02 eta: 7:32:06 time: 0.0649 data_time: 0.0013 memory: 1152 loss: 2.0753 2022/11/28 14:48:47 - mmengine - INFO - Epoch(train) [36][4700/5005] lr: 7.9454e-02 eta: 7:32:00 time: 0.0646 data_time: 0.0013 memory: 1152 loss: 2.3309 2022/11/28 14:48:53 - mmengine - INFO - Epoch(train) [36][4800/5005] lr: 7.9433e-02 eta: 7:31:54 time: 0.0647 data_time: 0.0014 memory: 1152 loss: 2.1893 2022/11/28 14:48:55 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:49:00 - mmengine - INFO - Epoch(train) [36][4900/5005] lr: 7.9412e-02 eta: 7:31:48 time: 0.0643 data_time: 0.0013 memory: 1152 loss: 2.2220 2022/11/28 14:49:07 - mmengine - INFO - Epoch(train) [36][5000/5005] lr: 7.9391e-02 eta: 7:31:42 time: 0.0649 data_time: 0.0023 memory: 1152 loss: 2.3420 2022/11/28 14:49:07 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:49:07 - mmengine - INFO - Saving checkpoint at 36 epochs 2022/11/28 14:49:12 - mmengine - INFO - Epoch(val) [36][100/196] eta: 0:00:03 time: 0.0365 data_time: 0.0257 memory: 1152 2022/11/28 14:49:25 - mmengine - INFO - Epoch(val) [36][196/196] accuracy/top1: 55.8740 accuracy/top5: 80.5520 2022/11/28 14:49:32 - mmengine - INFO - Epoch(train) [37][ 100/5005] lr: 7.9368e-02 eta: 7:31:36 time: 0.0654 data_time: 0.0018 memory: 1152 loss: 2.0784 2022/11/28 14:49:39 - mmengine - INFO - Epoch(train) [37][ 200/5005] lr: 7.9347e-02 eta: 7:31:30 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 2.1321 2022/11/28 14:49:45 - mmengine - INFO - Epoch(train) [37][ 300/5005] lr: 7.9326e-02 eta: 7:31:24 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 2.2134 2022/11/28 14:49:52 - mmengine - INFO - Epoch(train) [37][ 400/5005] lr: 7.9305e-02 eta: 7:31:17 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.3008 2022/11/28 14:49:58 - mmengine - INFO - Epoch(train) [37][ 500/5005] lr: 7.9284e-02 eta: 7:31:11 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 1.9174 2022/11/28 14:50:05 - mmengine - INFO - Epoch(train) [37][ 600/5005] lr: 7.9262e-02 eta: 7:31:05 time: 0.0641 data_time: 0.0013 memory: 1152 loss: 2.0477 2022/11/28 14:50:11 - mmengine - INFO - Epoch(train) [37][ 700/5005] lr: 7.9241e-02 eta: 7:30:58 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.2231 2022/11/28 14:50:18 - mmengine - INFO - Epoch(train) [37][ 800/5005] lr: 7.9220e-02 eta: 7:30:52 time: 0.0643 data_time: 0.0013 memory: 1152 loss: 2.1946 2022/11/28 14:50:19 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:50:25 - mmengine - INFO - Epoch(train) [37][ 900/5005] lr: 7.9199e-02 eta: 7:30:47 time: 0.0972 data_time: 0.0339 memory: 1152 loss: 2.1649 2022/11/28 14:50:31 - mmengine - INFO - Epoch(train) [37][1000/5005] lr: 7.9177e-02 eta: 7:30:40 time: 0.0647 data_time: 0.0013 memory: 1152 loss: 2.1429 2022/11/28 14:50:38 - mmengine - INFO - Epoch(train) [37][1100/5005] lr: 7.9156e-02 eta: 7:30:34 time: 0.0717 data_time: 0.0014 memory: 1152 loss: 2.3084 2022/11/28 14:50:45 - mmengine - INFO - Epoch(train) [37][1200/5005] lr: 7.9135e-02 eta: 7:30:28 time: 0.0658 data_time: 0.0013 memory: 1152 loss: 2.2469 2022/11/28 14:50:52 - mmengine - INFO - Epoch(train) [37][1300/5005] lr: 7.9114e-02 eta: 7:30:23 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 2.0405 2022/11/28 14:50:58 - mmengine - INFO - Epoch(train) [37][1400/5005] lr: 7.9092e-02 eta: 7:30:16 time: 0.0648 data_time: 0.0014 memory: 1152 loss: 2.2449 2022/11/28 14:51:05 - mmengine - INFO - Epoch(train) [37][1500/5005] lr: 7.9071e-02 eta: 7:30:10 time: 0.0647 data_time: 0.0014 memory: 1152 loss: 2.1194 2022/11/28 14:51:12 - mmengine - INFO - Epoch(train) [37][1600/5005] lr: 7.9050e-02 eta: 7:30:04 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.2540 2022/11/28 14:51:18 - mmengine - INFO - Epoch(train) [37][1700/5005] lr: 7.9029e-02 eta: 7:29:58 time: 0.0659 data_time: 0.0015 memory: 1152 loss: 2.2618 2022/11/28 14:51:25 - mmengine - INFO - Epoch(train) [37][1800/5005] lr: 7.9007e-02 eta: 7:29:51 time: 0.0755 data_time: 0.0014 memory: 1152 loss: 2.0793 2022/11/28 14:51:26 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:51:31 - mmengine - INFO - Epoch(train) [37][1900/5005] lr: 7.8986e-02 eta: 7:29:45 time: 0.0646 data_time: 0.0014 memory: 1152 loss: 2.2362 2022/11/28 14:51:38 - mmengine - INFO - Epoch(train) [37][2000/5005] lr: 7.8965e-02 eta: 7:29:39 time: 0.0651 data_time: 0.0014 memory: 1152 loss: 2.1348 2022/11/28 14:51:45 - mmengine - INFO - Epoch(train) [37][2100/5005] lr: 7.8943e-02 eta: 7:29:32 time: 0.0649 data_time: 0.0013 memory: 1152 loss: 2.3672 2022/11/28 14:51:51 - mmengine - INFO - Epoch(train) [37][2200/5005] lr: 7.8922e-02 eta: 7:29:26 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.3348 2022/11/28 14:51:58 - mmengine - INFO - Epoch(train) [37][2300/5005] lr: 7.8901e-02 eta: 7:29:20 time: 0.0638 data_time: 0.0014 memory: 1152 loss: 2.4035 2022/11/28 14:52:04 - mmengine - INFO - Epoch(train) [37][2400/5005] lr: 7.8879e-02 eta: 7:29:14 time: 0.0748 data_time: 0.0013 memory: 1152 loss: 2.2805 2022/11/28 14:52:11 - mmengine - INFO - Epoch(train) [37][2500/5005] lr: 7.8858e-02 eta: 7:29:08 time: 0.0648 data_time: 0.0014 memory: 1152 loss: 2.2579 2022/11/28 14:52:18 - mmengine - INFO - Epoch(train) [37][2600/5005] lr: 7.8837e-02 eta: 7:29:02 time: 0.0645 data_time: 0.0013 memory: 1152 loss: 1.9955 2022/11/28 14:52:24 - mmengine - INFO - Epoch(train) [37][2700/5005] lr: 7.8815e-02 eta: 7:28:55 time: 0.0647 data_time: 0.0013 memory: 1152 loss: 2.0257 2022/11/28 14:52:31 - mmengine - INFO - Epoch(train) [37][2800/5005] lr: 7.8794e-02 eta: 7:28:49 time: 0.0649 data_time: 0.0014 memory: 1152 loss: 2.1172 2022/11/28 14:52:32 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:52:37 - mmengine - INFO - Epoch(train) [37][2900/5005] lr: 7.8773e-02 eta: 7:28:43 time: 0.0642 data_time: 0.0013 memory: 1152 loss: 2.1187 2022/11/28 14:52:44 - mmengine - INFO - Epoch(train) [37][3000/5005] lr: 7.8751e-02 eta: 7:28:36 time: 0.0667 data_time: 0.0014 memory: 1152 loss: 2.2198 2022/11/28 14:52:51 - mmengine - INFO - Epoch(train) [37][3100/5005] lr: 7.8730e-02 eta: 7:28:30 time: 0.0652 data_time: 0.0013 memory: 1152 loss: 2.2885 2022/11/28 14:52:57 - mmengine - INFO - Epoch(train) [37][3200/5005] lr: 7.8708e-02 eta: 7:28:24 time: 0.0651 data_time: 0.0014 memory: 1152 loss: 2.0709 2022/11/28 14:53:04 - mmengine - INFO - Epoch(train) [37][3300/5005] lr: 7.8687e-02 eta: 7:28:18 time: 0.0643 data_time: 0.0013 memory: 1152 loss: 2.3209 2022/11/28 14:53:10 - mmengine - INFO - Epoch(train) [37][3400/5005] lr: 7.8665e-02 eta: 7:28:11 time: 0.0667 data_time: 0.0013 memory: 1152 loss: 2.3286 2022/11/28 14:53:17 - mmengine - INFO - Epoch(train) [37][3500/5005] lr: 7.8644e-02 eta: 7:28:05 time: 0.0646 data_time: 0.0014 memory: 1152 loss: 2.3609 2022/11/28 14:53:24 - mmengine - INFO - Epoch(train) [37][3600/5005] lr: 7.8623e-02 eta: 7:27:59 time: 0.0659 data_time: 0.0013 memory: 1152 loss: 2.1309 2022/11/28 14:53:31 - mmengine - INFO - Epoch(train) [37][3700/5005] lr: 7.8601e-02 eta: 7:27:53 time: 0.0643 data_time: 0.0014 memory: 1152 loss: 2.1465 2022/11/28 14:53:37 - mmengine - INFO - Epoch(train) [37][3800/5005] lr: 7.8580e-02 eta: 7:27:47 time: 0.0644 data_time: 0.0014 memory: 1152 loss: 1.7727 2022/11/28 14:53:38 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:53:44 - mmengine - INFO - Epoch(train) [37][3900/5005] lr: 7.8558e-02 eta: 7:27:41 time: 0.0640 data_time: 0.0013 memory: 1152 loss: 2.2860 2022/11/28 14:53:50 - mmengine - INFO - Epoch(train) [37][4000/5005] lr: 7.8537e-02 eta: 7:27:34 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 1.7837 2022/11/28 14:53:57 - mmengine - INFO - Epoch(train) [37][4100/5005] lr: 7.8515e-02 eta: 7:27:28 time: 0.0647 data_time: 0.0014 memory: 1152 loss: 2.2325 2022/11/28 14:54:03 - mmengine - INFO - Epoch(train) [37][4200/5005] lr: 7.8494e-02 eta: 7:27:22 time: 0.0656 data_time: 0.0014 memory: 1152 loss: 2.1334 2022/11/28 14:54:10 - mmengine - INFO - Epoch(train) [37][4300/5005] lr: 7.8472e-02 eta: 7:27:15 time: 0.0646 data_time: 0.0013 memory: 1152 loss: 2.2483 2022/11/28 14:54:16 - mmengine - INFO - Epoch(train) [37][4400/5005] lr: 7.8451e-02 eta: 7:27:09 time: 0.0652 data_time: 0.0015 memory: 1152 loss: 2.2374 2022/11/28 14:54:23 - mmengine - INFO - Epoch(train) [37][4500/5005] lr: 7.8429e-02 eta: 7:27:03 time: 0.0647 data_time: 0.0014 memory: 1152 loss: 2.3323 2022/11/28 14:54:30 - mmengine - INFO - Epoch(train) [37][4600/5005] lr: 7.8408e-02 eta: 7:26:56 time: 0.0652 data_time: 0.0013 memory: 1152 loss: 2.2277 2022/11/28 14:54:36 - mmengine - INFO - Epoch(train) [37][4700/5005] lr: 7.8386e-02 eta: 7:26:50 time: 0.0656 data_time: 0.0013 memory: 1152 loss: 2.2752 2022/11/28 14:54:43 - mmengine - INFO - Epoch(train) [37][4800/5005] lr: 7.8365e-02 eta: 7:26:44 time: 0.0694 data_time: 0.0014 memory: 1152 loss: 2.2777 2022/11/28 14:54:45 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:54:50 - mmengine - INFO - Epoch(train) [37][4900/5005] lr: 7.8343e-02 eta: 7:26:39 time: 0.0646 data_time: 0.0013 memory: 1152 loss: 2.2736 2022/11/28 14:54:57 - mmengine - INFO - Epoch(train) [37][5000/5005] lr: 7.8322e-02 eta: 7:26:33 time: 0.0644 data_time: 0.0023 memory: 1152 loss: 2.2075 2022/11/28 14:54:57 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:54:57 - mmengine - INFO - Saving checkpoint at 37 epochs 2022/11/28 14:55:02 - mmengine - INFO - Epoch(val) [37][100/196] eta: 0:00:04 time: 0.0379 data_time: 0.0266 memory: 1152 2022/11/28 14:55:15 - mmengine - INFO - Epoch(val) [37][196/196] accuracy/top1: 57.0160 accuracy/top5: 81.1480 2022/11/28 14:55:22 - mmengine - INFO - Epoch(train) [38][ 100/5005] lr: 7.8299e-02 eta: 7:26:27 time: 0.0648 data_time: 0.0013 memory: 1152 loss: 1.9809 2022/11/28 14:55:29 - mmengine - INFO - Epoch(train) [38][ 200/5005] lr: 7.8277e-02 eta: 7:26:21 time: 0.0650 data_time: 0.0013 memory: 1152 loss: 1.8641 2022/11/28 14:55:35 - mmengine - INFO - Epoch(train) [38][ 300/5005] lr: 7.8256e-02 eta: 7:26:15 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.2407 2022/11/28 14:55:42 - mmengine - INFO - Epoch(train) [38][ 400/5005] lr: 7.8234e-02 eta: 7:26:08 time: 0.0638 data_time: 0.0013 memory: 1152 loss: 2.0942 2022/11/28 14:55:49 - mmengine - INFO - Epoch(train) [38][ 500/5005] lr: 7.8213e-02 eta: 7:26:02 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.1489 2022/11/28 14:55:55 - mmengine - INFO - Epoch(train) [38][ 600/5005] lr: 7.8191e-02 eta: 7:25:56 time: 0.0649 data_time: 0.0014 memory: 1152 loss: 2.1190 2022/11/28 14:56:02 - mmengine - INFO - Epoch(train) [38][ 700/5005] lr: 7.8169e-02 eta: 7:25:50 time: 0.0650 data_time: 0.0014 memory: 1152 loss: 2.2944 2022/11/28 14:56:08 - mmengine - INFO - Epoch(train) [38][ 800/5005] lr: 7.8148e-02 eta: 7:25:43 time: 0.0654 data_time: 0.0013 memory: 1152 loss: 2.0962 2022/11/28 14:56:09 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:56:15 - mmengine - INFO - Epoch(train) [38][ 900/5005] lr: 7.8126e-02 eta: 7:25:37 time: 0.0643 data_time: 0.0014 memory: 1152 loss: 2.2189 2022/11/28 14:56:22 - mmengine - INFO - Epoch(train) [38][1000/5005] lr: 7.8105e-02 eta: 7:25:31 time: 0.0656 data_time: 0.0014 memory: 1152 loss: 2.2039 2022/11/28 14:56:29 - mmengine - INFO - Epoch(train) [38][1100/5005] lr: 7.8083e-02 eta: 7:25:25 time: 0.0646 data_time: 0.0013 memory: 1152 loss: 2.2140 2022/11/28 14:56:35 - mmengine - INFO - Epoch(train) [38][1200/5005] lr: 7.8061e-02 eta: 7:25:19 time: 0.0648 data_time: 0.0013 memory: 1152 loss: 2.1711 2022/11/28 14:56:42 - mmengine - INFO - Epoch(train) [38][1300/5005] lr: 7.8040e-02 eta: 7:25:13 time: 0.0733 data_time: 0.0014 memory: 1152 loss: 2.2278 2022/11/28 14:56:48 - mmengine - INFO - Epoch(train) [38][1400/5005] lr: 7.8018e-02 eta: 7:25:07 time: 0.0649 data_time: 0.0013 memory: 1152 loss: 2.2308 2022/11/28 14:56:55 - mmengine - INFO - Epoch(train) [38][1500/5005] lr: 7.7996e-02 eta: 7:25:00 time: 0.0652 data_time: 0.0014 memory: 1152 loss: 2.1553 2022/11/28 14:57:02 - mmengine - INFO - Epoch(train) [38][1600/5005] lr: 7.7975e-02 eta: 7:24:54 time: 0.0657 data_time: 0.0014 memory: 1152 loss: 2.2896 2022/11/28 14:57:08 - mmengine - INFO - Epoch(train) [38][1700/5005] lr: 7.7953e-02 eta: 7:24:48 time: 0.0654 data_time: 0.0014 memory: 1152 loss: 2.0841 2022/11/28 14:57:15 - mmengine - INFO - Epoch(train) [38][1800/5005] lr: 7.7931e-02 eta: 7:24:42 time: 0.0653 data_time: 0.0013 memory: 1152 loss: 2.2418 2022/11/28 14:57:16 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:57:21 - mmengine - INFO - Epoch(train) [38][1900/5005] lr: 7.7910e-02 eta: 7:24:36 time: 0.0640 data_time: 0.0014 memory: 1152 loss: 2.0555 2022/11/28 14:57:28 - mmengine - INFO - Epoch(train) [38][2000/5005] lr: 7.7888e-02 eta: 7:24:29 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 1.9676 2022/11/28 14:57:35 - mmengine - INFO - Epoch(train) [38][2100/5005] lr: 7.7866e-02 eta: 7:24:23 time: 0.0649 data_time: 0.0014 memory: 1152 loss: 2.2564 2022/11/28 14:57:41 - mmengine - INFO - Epoch(train) [38][2200/5005] lr: 7.7844e-02 eta: 7:24:17 time: 0.0660 data_time: 0.0013 memory: 1152 loss: 2.1372 2022/11/28 14:57:48 - mmengine - INFO - Epoch(train) [38][2300/5005] lr: 7.7823e-02 eta: 7:24:11 time: 0.0650 data_time: 0.0014 memory: 1152 loss: 2.1358 2022/11/28 14:57:55 - mmengine - INFO - Epoch(train) [38][2400/5005] lr: 7.7801e-02 eta: 7:24:05 time: 0.0646 data_time: 0.0013 memory: 1152 loss: 2.1316 2022/11/28 14:58:01 - mmengine - INFO - Epoch(train) [38][2500/5005] lr: 7.7779e-02 eta: 7:23:58 time: 0.0655 data_time: 0.0014 memory: 1152 loss: 2.2165 2022/11/28 14:58:08 - mmengine - INFO - Epoch(train) [38][2600/5005] lr: 7.7758e-02 eta: 7:23:52 time: 0.0643 data_time: 0.0014 memory: 1152 loss: 2.2267 2022/11/28 14:58:14 - mmengine - INFO - Epoch(train) [38][2700/5005] lr: 7.7736e-02 eta: 7:23:46 time: 0.0705 data_time: 0.0014 memory: 1152 loss: 2.3076 2022/11/28 14:58:21 - mmengine - INFO - Epoch(train) [38][2800/5005] lr: 7.7714e-02 eta: 7:23:39 time: 0.0640 data_time: 0.0014 memory: 1152 loss: 2.1661 2022/11/28 14:58:22 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:58:28 - mmengine - INFO - Epoch(train) [38][2900/5005] lr: 7.7692e-02 eta: 7:23:33 time: 0.0647 data_time: 0.0016 memory: 1152 loss: 2.1646 2022/11/28 14:58:34 - mmengine - INFO - Epoch(train) [38][3000/5005] lr: 7.7670e-02 eta: 7:23:27 time: 0.0650 data_time: 0.0014 memory: 1152 loss: 2.0307 2022/11/28 14:58:41 - mmengine - INFO - Epoch(train) [38][3100/5005] lr: 7.7649e-02 eta: 7:23:21 time: 0.0641 data_time: 0.0014 memory: 1152 loss: 2.1508 2022/11/28 14:58:48 - mmengine - INFO - Epoch(train) [38][3200/5005] lr: 7.7627e-02 eta: 7:23:15 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.0566 2022/11/28 14:58:54 - mmengine - INFO - Epoch(train) [38][3300/5005] lr: 7.7605e-02 eta: 7:23:08 time: 0.0654 data_time: 0.0015 memory: 1152 loss: 2.2368 2022/11/28 14:59:01 - mmengine - INFO - Epoch(train) [38][3400/5005] lr: 7.7583e-02 eta: 7:23:02 time: 0.0659 data_time: 0.0013 memory: 1152 loss: 2.0295 2022/11/28 14:59:07 - mmengine - INFO - Epoch(train) [38][3500/5005] lr: 7.7561e-02 eta: 7:22:56 time: 0.0644 data_time: 0.0013 memory: 1152 loss: 2.1562 2022/11/28 14:59:14 - mmengine - INFO - Epoch(train) [38][3600/5005] lr: 7.7540e-02 eta: 7:22:49 time: 0.0644 data_time: 0.0015 memory: 1152 loss: 2.0971 2022/11/28 14:59:20 - mmengine - INFO - Epoch(train) [38][3700/5005] lr: 7.7518e-02 eta: 7:22:43 time: 0.0648 data_time: 0.0014 memory: 1152 loss: 2.2748 2022/11/28 14:59:27 - mmengine - INFO - Epoch(train) [38][3800/5005] lr: 7.7496e-02 eta: 7:22:37 time: 0.0641 data_time: 0.0014 memory: 1152 loss: 2.1381 2022/11/28 14:59:28 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 14:59:34 - mmengine - INFO - Epoch(train) [38][3900/5005] lr: 7.7474e-02 eta: 7:22:30 time: 0.0695 data_time: 0.0013 memory: 1152 loss: 2.2767 2022/11/28 14:59:40 - mmengine - INFO - Epoch(train) [38][4000/5005] lr: 7.7452e-02 eta: 7:22:24 time: 0.0642 data_time: 0.0015 memory: 1152 loss: 2.2727 2022/11/28 14:59:47 - mmengine - INFO - Epoch(train) [38][4100/5005] lr: 7.7430e-02 eta: 7:22:18 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.0137 2022/11/28 14:59:53 - mmengine - INFO - Epoch(train) [38][4200/5005] lr: 7.7409e-02 eta: 7:22:12 time: 0.0643 data_time: 0.0014 memory: 1152 loss: 1.8862 2022/11/28 15:00:00 - mmengine - INFO - Epoch(train) [38][4300/5005] lr: 7.7387e-02 eta: 7:22:06 time: 0.0643 data_time: 0.0014 memory: 1152 loss: 2.2980 2022/11/28 15:00:07 - mmengine - INFO - Epoch(train) [38][4400/5005] lr: 7.7365e-02 eta: 7:21:59 time: 0.0643 data_time: 0.0014 memory: 1152 loss: 2.1656 2022/11/28 15:00:13 - mmengine - INFO - Epoch(train) [38][4500/5005] lr: 7.7343e-02 eta: 7:21:53 time: 0.0647 data_time: 0.0014 memory: 1152 loss: 2.1906 2022/11/28 15:00:20 - mmengine - INFO - Epoch(train) [38][4600/5005] lr: 7.7321e-02 eta: 7:21:47 time: 0.0646 data_time: 0.0017 memory: 1152 loss: 1.9756 2022/11/28 15:00:26 - mmengine - INFO - Epoch(train) [38][4700/5005] lr: 7.7299e-02 eta: 7:21:40 time: 0.0691 data_time: 0.0013 memory: 1152 loss: 2.1035 2022/11/28 15:00:33 - mmengine - INFO - Epoch(train) [38][4800/5005] lr: 7.7277e-02 eta: 7:21:34 time: 0.0741 data_time: 0.0014 memory: 1152 loss: 2.1642 2022/11/28 15:00:34 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:00:40 - mmengine - INFO - Epoch(train) [38][4900/5005] lr: 7.7255e-02 eta: 7:21:28 time: 0.0664 data_time: 0.0014 memory: 1152 loss: 2.1021 2022/11/28 15:00:46 - mmengine - INFO - Epoch(train) [38][5000/5005] lr: 7.7233e-02 eta: 7:21:21 time: 0.0655 data_time: 0.0022 memory: 1152 loss: 2.2372 2022/11/28 15:00:47 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:00:47 - mmengine - INFO - Saving checkpoint at 38 epochs 2022/11/28 15:00:51 - mmengine - INFO - Epoch(val) [38][100/196] eta: 0:00:03 time: 0.0405 data_time: 0.0293 memory: 1152 2022/11/28 15:01:04 - mmengine - INFO - Epoch(val) [38][196/196] accuracy/top1: 56.4360 accuracy/top5: 80.5140 2022/11/28 15:01:11 - mmengine - INFO - Epoch(train) [39][ 100/5005] lr: 7.7210e-02 eta: 7:21:15 time: 0.0650 data_time: 0.0014 memory: 1152 loss: 1.9449 2022/11/28 15:01:18 - mmengine - INFO - Epoch(train) [39][ 200/5005] lr: 7.7188e-02 eta: 7:21:09 time: 0.0641 data_time: 0.0014 memory: 1152 loss: 2.3426 2022/11/28 15:01:24 - mmengine - INFO - Epoch(train) [39][ 300/5005] lr: 7.7166e-02 eta: 7:21:03 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.1135 2022/11/28 15:01:31 - mmengine - INFO - Epoch(train) [39][ 400/5005] lr: 7.7144e-02 eta: 7:20:56 time: 0.0653 data_time: 0.0014 memory: 1152 loss: 1.9410 2022/11/28 15:01:38 - mmengine - INFO - Epoch(train) [39][ 500/5005] lr: 7.7122e-02 eta: 7:20:50 time: 0.0713 data_time: 0.0014 memory: 1152 loss: 2.4495 2022/11/28 15:01:44 - mmengine - INFO - Epoch(train) [39][ 600/5005] lr: 7.7100e-02 eta: 7:20:44 time: 0.0644 data_time: 0.0014 memory: 1152 loss: 2.1917 2022/11/28 15:01:51 - mmengine - INFO - Epoch(train) [39][ 700/5005] lr: 7.7078e-02 eta: 7:20:37 time: 0.0640 data_time: 0.0014 memory: 1152 loss: 2.5732 2022/11/28 15:01:57 - mmengine - INFO - Epoch(train) [39][ 800/5005] lr: 7.7056e-02 eta: 7:20:31 time: 0.0642 data_time: 0.0014 memory: 1152 loss: 2.1348 2022/11/28 15:01:58 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:02:04 - mmengine - INFO - Epoch(train) [39][ 900/5005] lr: 7.7034e-02 eta: 7:20:25 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.1300 2022/11/28 15:02:10 - mmengine - INFO - Epoch(train) [39][1000/5005] lr: 7.7012e-02 eta: 7:20:18 time: 0.0638 data_time: 0.0016 memory: 1152 loss: 2.2476 2022/11/28 15:02:17 - mmengine - INFO - Epoch(train) [39][1100/5005] lr: 7.6990e-02 eta: 7:20:12 time: 0.0654 data_time: 0.0014 memory: 1152 loss: 2.1848 2022/11/28 15:02:24 - mmengine - INFO - Epoch(train) [39][1200/5005] lr: 7.6968e-02 eta: 7:20:06 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.1964 2022/11/28 15:02:30 - mmengine - INFO - Epoch(train) [39][1300/5005] lr: 7.6946e-02 eta: 7:20:00 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 2.1687 2022/11/28 15:02:37 - mmengine - INFO - Epoch(train) [39][1400/5005] lr: 7.6924e-02 eta: 7:19:53 time: 0.0648 data_time: 0.0014 memory: 1152 loss: 2.1535 2022/11/28 15:02:43 - mmengine - INFO - Epoch(train) [39][1500/5005] lr: 7.6902e-02 eta: 7:19:47 time: 0.0652 data_time: 0.0016 memory: 1152 loss: 2.2312 2022/11/28 15:02:50 - mmengine - INFO - Epoch(train) [39][1600/5005] lr: 7.6880e-02 eta: 7:19:41 time: 0.0651 data_time: 0.0019 memory: 1152 loss: 2.1871 2022/11/28 15:02:57 - mmengine - INFO - Epoch(train) [39][1700/5005] lr: 7.6858e-02 eta: 7:19:34 time: 0.0650 data_time: 0.0014 memory: 1152 loss: 2.2594 2022/11/28 15:03:03 - mmengine - INFO - Epoch(train) [39][1800/5005] lr: 7.6836e-02 eta: 7:19:28 time: 0.0643 data_time: 0.0014 memory: 1152 loss: 2.0843 2022/11/28 15:03:04 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:03:10 - mmengine - INFO - Epoch(train) [39][1900/5005] lr: 7.6814e-02 eta: 7:19:22 time: 0.0652 data_time: 0.0013 memory: 1152 loss: 2.0466 2022/11/28 15:03:16 - mmengine - INFO - Epoch(train) [39][2000/5005] lr: 7.6792e-02 eta: 7:19:15 time: 0.0644 data_time: 0.0014 memory: 1152 loss: 2.3327 2022/11/28 15:03:23 - mmengine - INFO - Epoch(train) [39][2100/5005] lr: 7.6770e-02 eta: 7:19:10 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 2.1679 2022/11/28 15:03:30 - mmengine - INFO - Epoch(train) [39][2200/5005] lr: 7.6748e-02 eta: 7:19:03 time: 0.0641 data_time: 0.0014 memory: 1152 loss: 2.0611 2022/11/28 15:03:36 - mmengine - INFO - Epoch(train) [39][2300/5005] lr: 7.6726e-02 eta: 7:18:57 time: 0.0650 data_time: 0.0014 memory: 1152 loss: 2.3583 2022/11/28 15:03:43 - mmengine - INFO - Epoch(train) [39][2400/5005] lr: 7.6704e-02 eta: 7:18:51 time: 0.0650 data_time: 0.0014 memory: 1152 loss: 1.9854 2022/11/28 15:03:50 - mmengine - INFO - Epoch(train) [39][2500/5005] lr: 7.6681e-02 eta: 7:18:45 time: 0.0649 data_time: 0.0014 memory: 1152 loss: 2.2880 2022/11/28 15:03:56 - mmengine - INFO - Epoch(train) [39][2600/5005] lr: 7.6659e-02 eta: 7:18:38 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.1029 2022/11/28 15:04:03 - mmengine - INFO - Epoch(train) [39][2700/5005] lr: 7.6637e-02 eta: 7:18:32 time: 0.0737 data_time: 0.0014 memory: 1152 loss: 2.2008 2022/11/28 15:04:10 - mmengine - INFO - Epoch(train) [39][2800/5005] lr: 7.6615e-02 eta: 7:18:26 time: 0.0655 data_time: 0.0014 memory: 1152 loss: 2.2194 2022/11/28 15:04:10 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:04:16 - mmengine - INFO - Epoch(train) [39][2900/5005] lr: 7.6593e-02 eta: 7:18:20 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.1119 2022/11/28 15:04:23 - mmengine - INFO - Epoch(train) [39][3000/5005] lr: 7.6571e-02 eta: 7:18:13 time: 0.0650 data_time: 0.0014 memory: 1152 loss: 2.2318 2022/11/28 15:04:29 - mmengine - INFO - Epoch(train) [39][3100/5005] lr: 7.6549e-02 eta: 7:18:07 time: 0.0657 data_time: 0.0014 memory: 1152 loss: 2.1801 2022/11/28 15:04:36 - mmengine - INFO - Epoch(train) [39][3200/5005] lr: 7.6526e-02 eta: 7:18:01 time: 0.0653 data_time: 0.0014 memory: 1152 loss: 1.9810 2022/11/28 15:04:43 - mmengine - INFO - Epoch(train) [39][3300/5005] lr: 7.6504e-02 eta: 7:17:55 time: 0.0645 data_time: 0.0015 memory: 1152 loss: 2.3096 2022/11/28 15:04:49 - mmengine - INFO - Epoch(train) [39][3400/5005] lr: 7.6482e-02 eta: 7:17:48 time: 0.0648 data_time: 0.0016 memory: 1152 loss: 2.1715 2022/11/28 15:04:56 - mmengine - INFO - Epoch(train) [39][3500/5005] lr: 7.6460e-02 eta: 7:17:42 time: 0.0664 data_time: 0.0014 memory: 1152 loss: 2.4783 2022/11/28 15:05:02 - mmengine - INFO - Epoch(train) [39][3600/5005] lr: 7.6438e-02 eta: 7:17:36 time: 0.0653 data_time: 0.0014 memory: 1152 loss: 2.1767 2022/11/28 15:05:09 - mmengine - INFO - Epoch(train) [39][3700/5005] lr: 7.6416e-02 eta: 7:17:29 time: 0.0648 data_time: 0.0014 memory: 1152 loss: 2.0698 2022/11/28 15:05:16 - mmengine - INFO - Epoch(train) [39][3800/5005] lr: 7.6393e-02 eta: 7:17:23 time: 0.0654 data_time: 0.0015 memory: 1152 loss: 2.2943 2022/11/28 15:05:16 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:05:22 - mmengine - INFO - Epoch(train) [39][3900/5005] lr: 7.6371e-02 eta: 7:17:17 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.2471 2022/11/28 15:05:29 - mmengine - INFO - Epoch(train) [39][4000/5005] lr: 7.6349e-02 eta: 7:17:10 time: 0.0656 data_time: 0.0014 memory: 1152 loss: 1.9905 2022/11/28 15:05:35 - mmengine - INFO - Epoch(train) [39][4100/5005] lr: 7.6327e-02 eta: 7:17:04 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.1218 2022/11/28 15:05:42 - mmengine - INFO - Epoch(train) [39][4200/5005] lr: 7.6304e-02 eta: 7:16:58 time: 0.0648 data_time: 0.0014 memory: 1152 loss: 2.1159 2022/11/28 15:05:49 - mmengine - INFO - Epoch(train) [39][4300/5005] lr: 7.6282e-02 eta: 7:16:52 time: 0.0731 data_time: 0.0014 memory: 1152 loss: 2.2102 2022/11/28 15:05:55 - mmengine - INFO - Epoch(train) [39][4400/5005] lr: 7.6260e-02 eta: 7:16:46 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 1.9086 2022/11/28 15:06:02 - mmengine - INFO - Epoch(train) [39][4500/5005] lr: 7.6238e-02 eta: 7:16:40 time: 0.0646 data_time: 0.0014 memory: 1152 loss: 2.0496 2022/11/28 15:06:09 - mmengine - INFO - Epoch(train) [39][4600/5005] lr: 7.6215e-02 eta: 7:16:33 time: 0.0658 data_time: 0.0014 memory: 1152 loss: 2.2778 2022/11/28 15:06:15 - mmengine - INFO - Epoch(train) [39][4700/5005] lr: 7.6193e-02 eta: 7:16:27 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.1464 2022/11/28 15:06:22 - mmengine - INFO - Epoch(train) [39][4800/5005] lr: 7.6171e-02 eta: 7:16:21 time: 0.0650 data_time: 0.0014 memory: 1152 loss: 2.2641 2022/11/28 15:06:22 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:06:28 - mmengine - INFO - Epoch(train) [39][4900/5005] lr: 7.6149e-02 eta: 7:16:14 time: 0.0660 data_time: 0.0015 memory: 1152 loss: 2.1964 2022/11/28 15:06:35 - mmengine - INFO - Epoch(train) [39][5000/5005] lr: 7.6126e-02 eta: 7:16:08 time: 0.0726 data_time: 0.0021 memory: 1152 loss: 2.2589 2022/11/28 15:06:35 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:06:35 - mmengine - INFO - Saving checkpoint at 39 epochs 2022/11/28 15:06:40 - mmengine - INFO - Epoch(val) [39][100/196] eta: 0:00:04 time: 0.0374 data_time: 0.0259 memory: 1152 2022/11/28 15:06:54 - mmengine - INFO - Epoch(val) [39][196/196] accuracy/top1: 56.5080 accuracy/top5: 80.9020 2022/11/28 15:07:01 - mmengine - INFO - Epoch(train) [40][ 100/5005] lr: 7.6103e-02 eta: 7:16:02 time: 0.0657 data_time: 0.0016 memory: 1152 loss: 2.1676 2022/11/28 15:07:07 - mmengine - INFO - Epoch(train) [40][ 200/5005] lr: 7.6081e-02 eta: 7:15:56 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 2.0413 2022/11/28 15:07:14 - mmengine - INFO - Epoch(train) [40][ 300/5005] lr: 7.6058e-02 eta: 7:15:50 time: 0.0652 data_time: 0.0014 memory: 1152 loss: 1.9199 2022/11/28 15:07:20 - mmengine - INFO - Epoch(train) [40][ 400/5005] lr: 7.6036e-02 eta: 7:15:43 time: 0.0654 data_time: 0.0014 memory: 1152 loss: 2.1109 2022/11/28 15:07:27 - mmengine - INFO - Epoch(train) [40][ 500/5005] lr: 7.6014e-02 eta: 7:15:37 time: 0.0657 data_time: 0.0014 memory: 1152 loss: 2.1886 2022/11/28 15:07:34 - mmengine - INFO - Epoch(train) [40][ 600/5005] lr: 7.5991e-02 eta: 7:15:31 time: 0.0641 data_time: 0.0014 memory: 1152 loss: 2.1620 2022/11/28 15:07:40 - mmengine - INFO - Epoch(train) [40][ 700/5005] lr: 7.5969e-02 eta: 7:15:24 time: 0.0750 data_time: 0.0014 memory: 1152 loss: 2.3110 2022/11/28 15:07:47 - mmengine - INFO - Epoch(train) [40][ 800/5005] lr: 7.5947e-02 eta: 7:15:18 time: 0.0649 data_time: 0.0016 memory: 1152 loss: 2.0743 2022/11/28 15:07:47 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:07:53 - mmengine - INFO - Epoch(train) [40][ 900/5005] lr: 7.5924e-02 eta: 7:15:12 time: 0.0639 data_time: 0.0015 memory: 1152 loss: 2.1574 2022/11/28 15:08:00 - mmengine - INFO - Epoch(train) [40][1000/5005] lr: 7.5902e-02 eta: 7:15:05 time: 0.0644 data_time: 0.0014 memory: 1152 loss: 2.2035 2022/11/28 15:08:07 - mmengine - INFO - Epoch(train) [40][1100/5005] lr: 7.5879e-02 eta: 7:14:59 time: 0.0648 data_time: 0.0013 memory: 1152 loss: 2.2425 2022/11/28 15:08:13 - mmengine - INFO - Epoch(train) [40][1200/5005] lr: 7.5857e-02 eta: 7:14:53 time: 0.0667 data_time: 0.0014 memory: 1152 loss: 2.2569 2022/11/28 15:08:20 - mmengine - INFO - Epoch(train) [40][1300/5005] lr: 7.5835e-02 eta: 7:14:47 time: 0.0653 data_time: 0.0014 memory: 1152 loss: 2.2358 2022/11/28 15:08:27 - mmengine - INFO - Epoch(train) [40][1400/5005] lr: 7.5812e-02 eta: 7:14:41 time: 0.0643 data_time: 0.0014 memory: 1152 loss: 2.0156 2022/11/28 15:08:33 - mmengine - INFO - Epoch(train) [40][1500/5005] lr: 7.5790e-02 eta: 7:14:34 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.1750 2022/11/28 15:08:40 - mmengine - INFO - Epoch(train) [40][1600/5005] lr: 7.5767e-02 eta: 7:14:28 time: 0.0639 data_time: 0.0014 memory: 1152 loss: 2.1108 2022/11/28 15:08:46 - mmengine - INFO - Epoch(train) [40][1700/5005] lr: 7.5745e-02 eta: 7:14:22 time: 0.0644 data_time: 0.0017 memory: 1152 loss: 1.8510 2022/11/28 15:08:53 - mmengine - INFO - Epoch(train) [40][1800/5005] lr: 7.5723e-02 eta: 7:14:16 time: 0.0724 data_time: 0.0014 memory: 1152 loss: 2.0605 2022/11/28 15:08:53 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:09:00 - mmengine - INFO - Epoch(train) [40][1900/5005] lr: 7.5700e-02 eta: 7:14:09 time: 0.0657 data_time: 0.0015 memory: 1152 loss: 2.3185 2022/11/28 15:09:06 - mmengine - INFO - Epoch(train) [40][2000/5005] lr: 7.5678e-02 eta: 7:14:03 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.1998 2022/11/28 15:09:13 - mmengine - INFO - Epoch(train) [40][2100/5005] lr: 7.5655e-02 eta: 7:13:57 time: 0.0736 data_time: 0.0013 memory: 1152 loss: 2.0036 2022/11/28 15:09:20 - mmengine - INFO - Epoch(train) [40][2200/5005] lr: 7.5633e-02 eta: 7:13:51 time: 0.0655 data_time: 0.0015 memory: 1152 loss: 2.1762 2022/11/28 15:09:26 - mmengine - INFO - Epoch(train) [40][2300/5005] lr: 7.5610e-02 eta: 7:13:45 time: 0.0699 data_time: 0.0014 memory: 1152 loss: 2.1215 2022/11/28 15:09:33 - mmengine - INFO - Epoch(train) [40][2400/5005] lr: 7.5588e-02 eta: 7:13:38 time: 0.0652 data_time: 0.0019 memory: 1152 loss: 2.2710 2022/11/28 15:09:39 - mmengine - INFO - Epoch(train) [40][2500/5005] lr: 7.5565e-02 eta: 7:13:32 time: 0.0644 data_time: 0.0015 memory: 1152 loss: 2.0515 2022/11/28 15:09:46 - mmengine - INFO - Epoch(train) [40][2600/5005] lr: 7.5543e-02 eta: 7:13:26 time: 0.0646 data_time: 0.0014 memory: 1152 loss: 1.9965 2022/11/28 15:09:53 - mmengine - INFO - Epoch(train) [40][2700/5005] lr: 7.5520e-02 eta: 7:13:20 time: 0.0646 data_time: 0.0014 memory: 1152 loss: 2.1492 2022/11/28 15:09:59 - mmengine - INFO - Epoch(train) [40][2800/5005] lr: 7.5498e-02 eta: 7:13:13 time: 0.0644 data_time: 0.0017 memory: 1152 loss: 2.0818 2022/11/28 15:10:00 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:10:06 - mmengine - INFO - Epoch(train) [40][2900/5005] lr: 7.5475e-02 eta: 7:13:07 time: 0.0657 data_time: 0.0014 memory: 1152 loss: 2.1938 2022/11/28 15:10:12 - mmengine - INFO - Epoch(train) [40][3000/5005] lr: 7.5453e-02 eta: 7:13:01 time: 0.0644 data_time: 0.0014 memory: 1152 loss: 2.1277 2022/11/28 15:10:19 - mmengine - INFO - Epoch(train) [40][3100/5005] lr: 7.5430e-02 eta: 7:12:54 time: 0.0745 data_time: 0.0116 memory: 1152 loss: 2.2011 2022/11/28 15:10:26 - mmengine - INFO - Epoch(train) [40][3200/5005] lr: 7.5408e-02 eta: 7:12:48 time: 0.0640 data_time: 0.0015 memory: 1152 loss: 1.9781 2022/11/28 15:10:32 - mmengine - INFO - Epoch(train) [40][3300/5005] lr: 7.5385e-02 eta: 7:12:42 time: 0.0646 data_time: 0.0014 memory: 1152 loss: 2.0814 2022/11/28 15:10:39 - mmengine - INFO - Epoch(train) [40][3400/5005] lr: 7.5363e-02 eta: 7:12:35 time: 0.0642 data_time: 0.0014 memory: 1152 loss: 1.8936 2022/11/28 15:10:46 - mmengine - INFO - Epoch(train) [40][3500/5005] lr: 7.5340e-02 eta: 7:12:29 time: 0.0650 data_time: 0.0019 memory: 1152 loss: 2.3731 2022/11/28 15:10:52 - mmengine - INFO - Epoch(train) [40][3600/5005] lr: 7.5318e-02 eta: 7:12:23 time: 0.0652 data_time: 0.0014 memory: 1152 loss: 2.0917 2022/11/28 15:10:59 - mmengine - INFO - Epoch(train) [40][3700/5005] lr: 7.5295e-02 eta: 7:12:17 time: 0.0654 data_time: 0.0014 memory: 1152 loss: 2.0418 2022/11/28 15:11:06 - mmengine - INFO - Epoch(train) [40][3800/5005] lr: 7.5273e-02 eta: 7:12:11 time: 0.0651 data_time: 0.0014 memory: 1152 loss: 2.2447 2022/11/28 15:11:06 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:11:12 - mmengine - INFO - Epoch(train) [40][3900/5005] lr: 7.5250e-02 eta: 7:12:04 time: 0.0652 data_time: 0.0014 memory: 1152 loss: 2.1989 2022/11/28 15:11:19 - mmengine - INFO - Epoch(train) [40][4000/5005] lr: 7.5228e-02 eta: 7:11:58 time: 0.0649 data_time: 0.0014 memory: 1152 loss: 2.1583 2022/11/28 15:11:25 - mmengine - INFO - Epoch(train) [40][4100/5005] lr: 7.5205e-02 eta: 7:11:52 time: 0.0644 data_time: 0.0015 memory: 1152 loss: 2.1125 2022/11/28 15:11:32 - mmengine - INFO - Epoch(train) [40][4200/5005] lr: 7.5182e-02 eta: 7:11:45 time: 0.0654 data_time: 0.0014 memory: 1152 loss: 2.1286 2022/11/28 15:11:38 - mmengine - INFO - Epoch(train) [40][4300/5005] lr: 7.5160e-02 eta: 7:11:39 time: 0.0653 data_time: 0.0015 memory: 1152 loss: 1.8459 2022/11/28 15:11:45 - mmengine - INFO - Epoch(train) [40][4400/5005] lr: 7.5137e-02 eta: 7:11:32 time: 0.0644 data_time: 0.0014 memory: 1152 loss: 2.0608 2022/11/28 15:11:52 - mmengine - INFO - Epoch(train) [40][4500/5005] lr: 7.5115e-02 eta: 7:11:26 time: 0.0647 data_time: 0.0015 memory: 1152 loss: 2.0620 2022/11/28 15:11:58 - mmengine - INFO - Epoch(train) [40][4600/5005] lr: 7.5092e-02 eta: 7:11:20 time: 0.0649 data_time: 0.0014 memory: 1152 loss: 1.9863 2022/11/28 15:12:05 - mmengine - INFO - Epoch(train) [40][4700/5005] lr: 7.5069e-02 eta: 7:11:14 time: 0.0653 data_time: 0.0014 memory: 1152 loss: 2.1074 2022/11/28 15:12:12 - mmengine - INFO - Epoch(train) [40][4800/5005] lr: 7.5047e-02 eta: 7:11:07 time: 0.0657 data_time: 0.0015 memory: 1152 loss: 2.0321 2022/11/28 15:12:12 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:12:18 - mmengine - INFO - Epoch(train) [40][4900/5005] lr: 7.5024e-02 eta: 7:11:01 time: 0.0647 data_time: 0.0015 memory: 1152 loss: 2.1919 2022/11/28 15:12:25 - mmengine - INFO - Epoch(train) [40][5000/5005] lr: 7.5001e-02 eta: 7:10:56 time: 0.0664 data_time: 0.0017 memory: 1152 loss: 2.0804 2022/11/28 15:12:25 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:12:25 - mmengine - INFO - Saving checkpoint at 40 epochs 2022/11/28 15:12:30 - mmengine - INFO - Epoch(val) [40][100/196] eta: 0:00:03 time: 0.0384 data_time: 0.0268 memory: 1152 2022/11/28 15:12:44 - mmengine - INFO - Epoch(val) [40][196/196] accuracy/top1: 56.0880 accuracy/top5: 80.2920 2022/11/28 15:12:50 - mmengine - INFO - Epoch(train) [41][ 100/5005] lr: 7.4978e-02 eta: 7:10:50 time: 0.0647 data_time: 0.0015 memory: 1152 loss: 2.0562 2022/11/28 15:12:57 - mmengine - INFO - Epoch(train) [41][ 200/5005] lr: 7.4955e-02 eta: 7:10:43 time: 0.0651 data_time: 0.0014 memory: 1152 loss: 2.1293 2022/11/28 15:13:04 - mmengine - INFO - Epoch(train) [41][ 300/5005] lr: 7.4932e-02 eta: 7:10:37 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.2580 2022/11/28 15:13:10 - mmengine - INFO - Epoch(train) [41][ 400/5005] lr: 7.4910e-02 eta: 7:10:31 time: 0.0660 data_time: 0.0019 memory: 1152 loss: 2.1753 2022/11/28 15:13:17 - mmengine - INFO - Epoch(train) [41][ 500/5005] lr: 7.4887e-02 eta: 7:10:25 time: 0.0648 data_time: 0.0017 memory: 1152 loss: 2.2462 2022/11/28 15:13:24 - mmengine - INFO - Epoch(train) [41][ 600/5005] lr: 7.4864e-02 eta: 7:10:19 time: 0.0653 data_time: 0.0014 memory: 1152 loss: 1.9141 2022/11/28 15:13:30 - mmengine - INFO - Epoch(train) [41][ 700/5005] lr: 7.4842e-02 eta: 7:10:12 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 2.1590 2022/11/28 15:13:37 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:13:37 - mmengine - INFO - Epoch(train) [41][ 800/5005] lr: 7.4819e-02 eta: 7:10:06 time: 0.0652 data_time: 0.0014 memory: 1152 loss: 2.1326 2022/11/28 15:13:44 - mmengine - INFO - Epoch(train) [41][ 900/5005] lr: 7.4796e-02 eta: 7:10:00 time: 0.0658 data_time: 0.0015 memory: 1152 loss: 2.2741 2022/11/28 15:13:50 - mmengine - INFO - Epoch(train) [41][1000/5005] lr: 7.4773e-02 eta: 7:09:53 time: 0.0661 data_time: 0.0015 memory: 1152 loss: 2.0111 2022/11/28 15:13:57 - mmengine - INFO - Epoch(train) [41][1100/5005] lr: 7.4751e-02 eta: 7:09:47 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 1.9560 2022/11/28 15:14:03 - mmengine - INFO - Epoch(train) [41][1200/5005] lr: 7.4728e-02 eta: 7:09:41 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.2583 2022/11/28 15:14:10 - mmengine - INFO - Epoch(train) [41][1300/5005] lr: 7.4705e-02 eta: 7:09:34 time: 0.0648 data_time: 0.0014 memory: 1152 loss: 2.3168 2022/11/28 15:14:17 - mmengine - INFO - Epoch(train) [41][1400/5005] lr: 7.4682e-02 eta: 7:09:28 time: 0.0712 data_time: 0.0014 memory: 1152 loss: 2.0205 2022/11/28 15:14:23 - mmengine - INFO - Epoch(train) [41][1500/5005] lr: 7.4660e-02 eta: 7:09:22 time: 0.0665 data_time: 0.0014 memory: 1152 loss: 2.1882 2022/11/28 15:14:30 - mmengine - INFO - Epoch(train) [41][1600/5005] lr: 7.4637e-02 eta: 7:09:16 time: 0.0644 data_time: 0.0015 memory: 1152 loss: 2.2066 2022/11/28 15:14:37 - mmengine - INFO - Epoch(train) [41][1700/5005] lr: 7.4614e-02 eta: 7:09:09 time: 0.0718 data_time: 0.0014 memory: 1152 loss: 2.0563 2022/11/28 15:14:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:14:43 - mmengine - INFO - Epoch(train) [41][1800/5005] lr: 7.4591e-02 eta: 7:09:03 time: 0.0651 data_time: 0.0014 memory: 1152 loss: 1.9905 2022/11/28 15:14:50 - mmengine - INFO - Epoch(train) [41][1900/5005] lr: 7.4569e-02 eta: 7:08:57 time: 0.0654 data_time: 0.0013 memory: 1152 loss: 2.1011 2022/11/28 15:14:56 - mmengine - INFO - Epoch(train) [41][2000/5005] lr: 7.4546e-02 eta: 7:08:51 time: 0.0646 data_time: 0.0014 memory: 1152 loss: 2.2570 2022/11/28 15:15:03 - mmengine - INFO - Epoch(train) [41][2100/5005] lr: 7.4523e-02 eta: 7:08:44 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.0722 2022/11/28 15:15:10 - mmengine - INFO - Epoch(train) [41][2200/5005] lr: 7.4500e-02 eta: 7:08:38 time: 0.0717 data_time: 0.0014 memory: 1152 loss: 2.1811 2022/11/28 15:15:16 - mmengine - INFO - Epoch(train) [41][2300/5005] lr: 7.4477e-02 eta: 7:08:32 time: 0.0647 data_time: 0.0014 memory: 1152 loss: 2.1593 2022/11/28 15:15:23 - mmengine - INFO - Epoch(train) [41][2400/5005] lr: 7.4455e-02 eta: 7:08:25 time: 0.0719 data_time: 0.0014 memory: 1152 loss: 2.3035 2022/11/28 15:15:29 - mmengine - INFO - Epoch(train) [41][2500/5005] lr: 7.4432e-02 eta: 7:08:19 time: 0.0735 data_time: 0.0015 memory: 1152 loss: 2.4278 2022/11/28 15:15:36 - mmengine - INFO - Epoch(train) [41][2600/5005] lr: 7.4409e-02 eta: 7:08:13 time: 0.0649 data_time: 0.0014 memory: 1152 loss: 2.3565 2022/11/28 15:15:43 - mmengine - INFO - Epoch(train) [41][2700/5005] lr: 7.4386e-02 eta: 7:08:07 time: 0.0651 data_time: 0.0014 memory: 1152 loss: 2.3593 2022/11/28 15:15:49 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:15:49 - mmengine - INFO - Epoch(train) [41][2800/5005] lr: 7.4363e-02 eta: 7:08:00 time: 0.0658 data_time: 0.0015 memory: 1152 loss: 2.2586 2022/11/28 15:15:56 - mmengine - INFO - Epoch(train) [41][2900/5005] lr: 7.4341e-02 eta: 7:07:54 time: 0.0648 data_time: 0.0014 memory: 1152 loss: 2.0123 2022/11/28 15:16:03 - mmengine - INFO - Epoch(train) [41][3000/5005] lr: 7.4318e-02 eta: 7:07:48 time: 0.0647 data_time: 0.0015 memory: 1152 loss: 2.1576 2022/11/28 15:16:09 - mmengine - INFO - Epoch(train) [41][3100/5005] lr: 7.4295e-02 eta: 7:07:41 time: 0.0644 data_time: 0.0014 memory: 1152 loss: 2.3944 2022/11/28 15:16:16 - mmengine - INFO - Epoch(train) [41][3200/5005] lr: 7.4272e-02 eta: 7:07:35 time: 0.0648 data_time: 0.0014 memory: 1152 loss: 2.2137 2022/11/28 15:16:22 - mmengine - INFO - Epoch(train) [41][3300/5005] lr: 7.4249e-02 eta: 7:07:29 time: 0.0653 data_time: 0.0016 memory: 1152 loss: 2.2285 2022/11/28 15:16:29 - mmengine - INFO - Epoch(train) [41][3400/5005] lr: 7.4226e-02 eta: 7:07:23 time: 0.0655 data_time: 0.0014 memory: 1152 loss: 1.9734 2022/11/28 15:16:36 - mmengine - INFO - Epoch(train) [41][3500/5005] lr: 7.4203e-02 eta: 7:07:16 time: 0.0644 data_time: 0.0015 memory: 1152 loss: 2.3821 2022/11/28 15:16:43 - mmengine - INFO - Epoch(train) [41][3600/5005] lr: 7.4180e-02 eta: 7:07:10 time: 0.0709 data_time: 0.0015 memory: 1152 loss: 2.2850 2022/11/28 15:16:49 - mmengine - INFO - Epoch(train) [41][3700/5005] lr: 7.4158e-02 eta: 7:07:04 time: 0.0646 data_time: 0.0014 memory: 1152 loss: 2.2118 2022/11/28 15:16:56 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:16:56 - mmengine - INFO - Epoch(train) [41][3800/5005] lr: 7.4135e-02 eta: 7:06:58 time: 0.0654 data_time: 0.0014 memory: 1152 loss: 2.3020 2022/11/28 15:17:02 - mmengine - INFO - Epoch(train) [41][3900/5005] lr: 7.4112e-02 eta: 7:06:52 time: 0.0661 data_time: 0.0015 memory: 1152 loss: 2.3595 2022/11/28 15:17:09 - mmengine - INFO - Epoch(train) [41][4000/5005] lr: 7.4089e-02 eta: 7:06:45 time: 0.0648 data_time: 0.0014 memory: 1152 loss: 2.4042 2022/11/28 15:17:16 - mmengine - INFO - Epoch(train) [41][4100/5005] lr: 7.4066e-02 eta: 7:06:39 time: 0.0651 data_time: 0.0014 memory: 1152 loss: 2.3252 2022/11/28 15:17:22 - mmengine - INFO - Epoch(train) [41][4200/5005] lr: 7.4043e-02 eta: 7:06:33 time: 0.0660 data_time: 0.0014 memory: 1152 loss: 2.1960 2022/11/28 15:17:29 - mmengine - INFO - Epoch(train) [41][4300/5005] lr: 7.4020e-02 eta: 7:06:27 time: 0.0643 data_time: 0.0018 memory: 1152 loss: 2.2068 2022/11/28 15:17:36 - mmengine - INFO - Epoch(train) [41][4400/5005] lr: 7.3997e-02 eta: 7:06:20 time: 0.0645 data_time: 0.0015 memory: 1152 loss: 2.0100 2022/11/28 15:17:42 - mmengine - INFO - Epoch(train) [41][4500/5005] lr: 7.3974e-02 eta: 7:06:15 time: 0.0640 data_time: 0.0015 memory: 1152 loss: 2.0633 2022/11/28 15:17:49 - mmengine - INFO - Epoch(train) [41][4600/5005] lr: 7.3951e-02 eta: 7:06:08 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.0960 2022/11/28 15:17:56 - mmengine - INFO - Epoch(train) [41][4700/5005] lr: 7.3928e-02 eta: 7:06:02 time: 0.0723 data_time: 0.0014 memory: 1152 loss: 2.3284 2022/11/28 15:18:02 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:18:02 - mmengine - INFO - Epoch(train) [41][4800/5005] lr: 7.3905e-02 eta: 7:05:56 time: 0.0642 data_time: 0.0014 memory: 1152 loss: 2.0575 2022/11/28 15:18:09 - mmengine - INFO - Epoch(train) [41][4900/5005] lr: 7.3882e-02 eta: 7:05:50 time: 0.0653 data_time: 0.0014 memory: 1152 loss: 1.9979 2022/11/28 15:18:16 - mmengine - INFO - Epoch(train) [41][5000/5005] lr: 7.3859e-02 eta: 7:05:43 time: 0.0654 data_time: 0.0023 memory: 1152 loss: 1.8794 2022/11/28 15:18:16 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:18:16 - mmengine - INFO - Saving checkpoint at 41 epochs 2022/11/28 15:18:21 - mmengine - INFO - Epoch(val) [41][100/196] eta: 0:00:03 time: 0.0399 data_time: 0.0290 memory: 1152 2022/11/28 15:18:34 - mmengine - INFO - Epoch(val) [41][196/196] accuracy/top1: 57.3400 accuracy/top5: 81.4320 2022/11/28 15:18:41 - mmengine - INFO - Epoch(train) [42][ 100/5005] lr: 7.3835e-02 eta: 7:05:37 time: 0.0662 data_time: 0.0014 memory: 1152 loss: 2.3747 2022/11/28 15:18:47 - mmengine - INFO - Epoch(train) [42][ 200/5005] lr: 7.3812e-02 eta: 7:05:31 time: 0.0696 data_time: 0.0014 memory: 1152 loss: 2.1432 2022/11/28 15:18:54 - mmengine - INFO - Epoch(train) [42][ 300/5005] lr: 7.3789e-02 eta: 7:05:25 time: 0.0715 data_time: 0.0013 memory: 1152 loss: 1.9306 2022/11/28 15:19:01 - mmengine - INFO - Epoch(train) [42][ 400/5005] lr: 7.3766e-02 eta: 7:05:18 time: 0.0642 data_time: 0.0014 memory: 1152 loss: 2.1383 2022/11/28 15:19:07 - mmengine - INFO - Epoch(train) [42][ 500/5005] lr: 7.3743e-02 eta: 7:05:12 time: 0.0647 data_time: 0.0014 memory: 1152 loss: 2.2143 2022/11/28 15:19:14 - mmengine - INFO - Epoch(train) [42][ 600/5005] lr: 7.3720e-02 eta: 7:05:06 time: 0.0741 data_time: 0.0014 memory: 1152 loss: 1.9602 2022/11/28 15:19:21 - mmengine - INFO - Epoch(train) [42][ 700/5005] lr: 7.3697e-02 eta: 7:05:00 time: 0.0642 data_time: 0.0015 memory: 1152 loss: 2.0281 2022/11/28 15:19:27 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:19:27 - mmengine - INFO - Epoch(train) [42][ 800/5005] lr: 7.3674e-02 eta: 7:04:53 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 1.9995 2022/11/28 15:19:34 - mmengine - INFO - Epoch(train) [42][ 900/5005] lr: 7.3651e-02 eta: 7:04:47 time: 0.0653 data_time: 0.0014 memory: 1152 loss: 1.9674 2022/11/28 15:19:40 - mmengine - INFO - Epoch(train) [42][1000/5005] lr: 7.3628e-02 eta: 7:04:41 time: 0.0642 data_time: 0.0014 memory: 1152 loss: 1.9890 2022/11/28 15:19:47 - mmengine - INFO - Epoch(train) [42][1100/5005] lr: 7.3605e-02 eta: 7:04:34 time: 0.0649 data_time: 0.0014 memory: 1152 loss: 2.2769 2022/11/28 15:19:53 - mmengine - INFO - Epoch(train) [42][1200/5005] lr: 7.3582e-02 eta: 7:04:28 time: 0.0647 data_time: 0.0015 memory: 1152 loss: 2.0620 2022/11/28 15:20:00 - mmengine - INFO - Epoch(train) [42][1300/5005] lr: 7.3559e-02 eta: 7:04:22 time: 0.0643 data_time: 0.0014 memory: 1152 loss: 2.2121 2022/11/28 15:20:07 - mmengine - INFO - Epoch(train) [42][1400/5005] lr: 7.3536e-02 eta: 7:04:15 time: 0.0642 data_time: 0.0015 memory: 1152 loss: 1.9781 2022/11/28 15:20:13 - mmengine - INFO - Epoch(train) [42][1500/5005] lr: 7.3513e-02 eta: 7:04:09 time: 0.0646 data_time: 0.0014 memory: 1152 loss: 2.3483 2022/11/28 15:20:20 - mmengine - INFO - Epoch(train) [42][1600/5005] lr: 7.3490e-02 eta: 7:04:03 time: 0.0660 data_time: 0.0014 memory: 1152 loss: 2.2038 2022/11/28 15:20:27 - mmengine - INFO - Epoch(train) [42][1700/5005] lr: 7.3466e-02 eta: 7:03:56 time: 0.0758 data_time: 0.0015 memory: 1152 loss: 2.0448 2022/11/28 15:20:33 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:20:33 - mmengine - INFO - Epoch(train) [42][1800/5005] lr: 7.3443e-02 eta: 7:03:50 time: 0.0652 data_time: 0.0015 memory: 1152 loss: 2.2030 2022/11/28 15:20:40 - mmengine - INFO - Epoch(train) [42][1900/5005] lr: 7.3420e-02 eta: 7:03:44 time: 0.0654 data_time: 0.0015 memory: 1152 loss: 1.9782 2022/11/28 15:20:46 - mmengine - INFO - Epoch(train) [42][2000/5005] lr: 7.3397e-02 eta: 7:03:37 time: 0.0644 data_time: 0.0014 memory: 1152 loss: 2.0815 2022/11/28 15:20:53 - mmengine - INFO - Epoch(train) [42][2100/5005] lr: 7.3374e-02 eta: 7:03:31 time: 0.0811 data_time: 0.0014 memory: 1152 loss: 2.0817 2022/11/28 15:21:00 - mmengine - INFO - Epoch(train) [42][2200/5005] lr: 7.3351e-02 eta: 7:03:25 time: 0.0655 data_time: 0.0014 memory: 1152 loss: 2.0789 2022/11/28 15:21:06 - mmengine - INFO - Epoch(train) [42][2300/5005] lr: 7.3328e-02 eta: 7:03:19 time: 0.0649 data_time: 0.0014 memory: 1152 loss: 2.1139 2022/11/28 15:21:13 - mmengine - INFO - Epoch(train) [42][2400/5005] lr: 7.3305e-02 eta: 7:03:12 time: 0.0648 data_time: 0.0014 memory: 1152 loss: 2.0455 2022/11/28 15:21:19 - mmengine - INFO - Epoch(train) [42][2500/5005] lr: 7.3282e-02 eta: 7:03:06 time: 0.0643 data_time: 0.0014 memory: 1152 loss: 2.1133 2022/11/28 15:21:26 - mmengine - INFO - Epoch(train) [42][2600/5005] lr: 7.3258e-02 eta: 7:03:00 time: 0.0646 data_time: 0.0014 memory: 1152 loss: 2.0362 2022/11/28 15:21:33 - mmengine - INFO - Epoch(train) [42][2700/5005] lr: 7.3235e-02 eta: 7:02:53 time: 0.0642 data_time: 0.0015 memory: 1152 loss: 2.1768 2022/11/28 15:21:39 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:21:39 - mmengine - INFO - Epoch(train) [42][2800/5005] lr: 7.3212e-02 eta: 7:02:47 time: 0.0643 data_time: 0.0014 memory: 1152 loss: 2.3059 2022/11/28 15:21:46 - mmengine - INFO - Epoch(train) [42][2900/5005] lr: 7.3189e-02 eta: 7:02:41 time: 0.0644 data_time: 0.0014 memory: 1152 loss: 2.1215 2022/11/28 15:21:53 - mmengine - INFO - Epoch(train) [42][3000/5005] lr: 7.3166e-02 eta: 7:02:34 time: 0.0646 data_time: 0.0015 memory: 1152 loss: 2.2723 2022/11/28 15:21:59 - mmengine - INFO - Epoch(train) [42][3100/5005] lr: 7.3143e-02 eta: 7:02:28 time: 0.0653 data_time: 0.0015 memory: 1152 loss: 2.0534 2022/11/28 15:22:06 - mmengine - INFO - Epoch(train) [42][3200/5005] lr: 7.3119e-02 eta: 7:02:22 time: 0.0645 data_time: 0.0015 memory: 1152 loss: 2.0669 2022/11/28 15:22:12 - mmengine - INFO - Epoch(train) [42][3300/5005] lr: 7.3096e-02 eta: 7:02:16 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.2397 2022/11/28 15:22:19 - mmengine - INFO - Epoch(train) [42][3400/5005] lr: 7.3073e-02 eta: 7:02:09 time: 0.0645 data_time: 0.0015 memory: 1152 loss: 2.1771 2022/11/28 15:22:26 - mmengine - INFO - Epoch(train) [42][3500/5005] lr: 7.3050e-02 eta: 7:02:03 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 2.1675 2022/11/28 15:22:32 - mmengine - INFO - Epoch(train) [42][3600/5005] lr: 7.3027e-02 eta: 7:01:57 time: 0.0641 data_time: 0.0015 memory: 1152 loss: 2.0519 2022/11/28 15:22:39 - mmengine - INFO - Epoch(train) [42][3700/5005] lr: 7.3003e-02 eta: 7:01:50 time: 0.0645 data_time: 0.0015 memory: 1152 loss: 2.1466 2022/11/28 15:22:45 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:22:46 - mmengine - INFO - Epoch(train) [42][3800/5005] lr: 7.2980e-02 eta: 7:01:44 time: 0.0642 data_time: 0.0014 memory: 1152 loss: 2.2019 2022/11/28 15:22:52 - mmengine - INFO - Epoch(train) [42][3900/5005] lr: 7.2957e-02 eta: 7:01:38 time: 0.0665 data_time: 0.0016 memory: 1152 loss: 2.1454 2022/11/28 15:22:59 - mmengine - INFO - Epoch(train) [42][4000/5005] lr: 7.2934e-02 eta: 7:01:31 time: 0.0647 data_time: 0.0015 memory: 1152 loss: 2.2069 2022/11/28 15:23:05 - mmengine - INFO - Epoch(train) [42][4100/5005] lr: 7.2910e-02 eta: 7:01:25 time: 0.0643 data_time: 0.0015 memory: 1152 loss: 2.0577 2022/11/28 15:23:12 - mmengine - INFO - Epoch(train) [42][4200/5005] lr: 7.2887e-02 eta: 7:01:19 time: 0.0644 data_time: 0.0015 memory: 1152 loss: 2.0958 2022/11/28 15:23:19 - mmengine - INFO - Epoch(train) [42][4300/5005] lr: 7.2864e-02 eta: 7:01:13 time: 0.0652 data_time: 0.0014 memory: 1152 loss: 2.3165 2022/11/28 15:23:26 - mmengine - INFO - Epoch(train) [42][4400/5005] lr: 7.2841e-02 eta: 7:01:07 time: 0.0681 data_time: 0.0015 memory: 1152 loss: 2.1134 2022/11/28 15:23:32 - mmengine - INFO - Epoch(train) [42][4500/5005] lr: 7.2817e-02 eta: 7:01:01 time: 0.0645 data_time: 0.0015 memory: 1152 loss: 1.9757 2022/11/28 15:23:39 - mmengine - INFO - Epoch(train) [42][4600/5005] lr: 7.2794e-02 eta: 7:00:54 time: 0.0652 data_time: 0.0015 memory: 1152 loss: 2.0155 2022/11/28 15:23:45 - mmengine - INFO - Epoch(train) [42][4700/5005] lr: 7.2771e-02 eta: 7:00:48 time: 0.0645 data_time: 0.0016 memory: 1152 loss: 2.2675 2022/11/28 15:23:52 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:23:52 - mmengine - INFO - Epoch(train) [42][4800/5005] lr: 7.2748e-02 eta: 7:00:42 time: 0.0648 data_time: 0.0015 memory: 1152 loss: 2.1915 2022/11/28 15:23:59 - mmengine - INFO - Epoch(train) [42][4900/5005] lr: 7.2724e-02 eta: 7:00:35 time: 0.0642 data_time: 0.0014 memory: 1152 loss: 2.2590 2022/11/28 15:24:05 - mmengine - INFO - Epoch(train) [42][5000/5005] lr: 7.2701e-02 eta: 7:00:29 time: 0.0653 data_time: 0.0018 memory: 1152 loss: 2.2341 2022/11/28 15:24:06 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:24:06 - mmengine - INFO - Saving checkpoint at 42 epochs 2022/11/28 15:24:11 - mmengine - INFO - Epoch(val) [42][100/196] eta: 0:00:03 time: 0.0407 data_time: 0.0292 memory: 1152 2022/11/28 15:24:24 - mmengine - INFO - Epoch(val) [42][196/196] accuracy/top1: 56.6000 accuracy/top5: 80.8060 2022/11/28 15:24:31 - mmengine - INFO - Epoch(train) [43][ 100/5005] lr: 7.2676e-02 eta: 7:00:23 time: 0.0643 data_time: 0.0014 memory: 1152 loss: 2.1021 2022/11/28 15:24:37 - mmengine - INFO - Epoch(train) [43][ 200/5005] lr: 7.2653e-02 eta: 7:00:17 time: 0.0652 data_time: 0.0014 memory: 1152 loss: 1.9276 2022/11/28 15:24:44 - mmengine - INFO - Epoch(train) [43][ 300/5005] lr: 7.2630e-02 eta: 7:00:11 time: 0.0644 data_time: 0.0014 memory: 1152 loss: 2.0152 2022/11/28 15:24:51 - mmengine - INFO - Epoch(train) [43][ 400/5005] lr: 7.2606e-02 eta: 7:00:04 time: 0.0649 data_time: 0.0014 memory: 1152 loss: 1.9568 2022/11/28 15:24:57 - mmengine - INFO - Epoch(train) [43][ 500/5005] lr: 7.2583e-02 eta: 6:59:58 time: 0.0646 data_time: 0.0014 memory: 1152 loss: 2.1744 2022/11/28 15:25:04 - mmengine - INFO - Epoch(train) [43][ 600/5005] lr: 7.2560e-02 eta: 6:59:52 time: 0.0947 data_time: 0.0014 memory: 1152 loss: 2.1064 2022/11/28 15:25:11 - mmengine - INFO - Epoch(train) [43][ 700/5005] lr: 7.2536e-02 eta: 6:59:46 time: 0.0640 data_time: 0.0014 memory: 1152 loss: 2.3719 2022/11/28 15:25:17 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:25:17 - mmengine - INFO - Epoch(train) [43][ 800/5005] lr: 7.2513e-02 eta: 6:59:40 time: 0.0648 data_time: 0.0015 memory: 1152 loss: 2.0574 2022/11/28 15:25:24 - mmengine - INFO - Epoch(train) [43][ 900/5005] lr: 7.2490e-02 eta: 6:59:33 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.1903 2022/11/28 15:25:31 - mmengine - INFO - Epoch(train) [43][1000/5005] lr: 7.2466e-02 eta: 6:59:27 time: 0.0647 data_time: 0.0014 memory: 1152 loss: 2.1297 2022/11/28 15:25:37 - mmengine - INFO - Epoch(train) [43][1100/5005] lr: 7.2443e-02 eta: 6:59:21 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 1.8611 2022/11/28 15:25:44 - mmengine - INFO - Epoch(train) [43][1200/5005] lr: 7.2420e-02 eta: 6:59:14 time: 0.0647 data_time: 0.0015 memory: 1152 loss: 2.1061 2022/11/28 15:25:51 - mmengine - INFO - Epoch(train) [43][1300/5005] lr: 7.2396e-02 eta: 6:59:08 time: 0.0662 data_time: 0.0014 memory: 1152 loss: 1.8934 2022/11/28 15:25:57 - mmengine - INFO - Epoch(train) [43][1400/5005] lr: 7.2373e-02 eta: 6:59:02 time: 0.0655 data_time: 0.0015 memory: 1152 loss: 1.9547 2022/11/28 15:26:04 - mmengine - INFO - Epoch(train) [43][1500/5005] lr: 7.2350e-02 eta: 6:58:56 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.0171 2022/11/28 15:26:10 - mmengine - INFO - Epoch(train) [43][1600/5005] lr: 7.2326e-02 eta: 6:58:49 time: 0.0648 data_time: 0.0014 memory: 1152 loss: 2.0908 2022/11/28 15:26:17 - mmengine - INFO - Epoch(train) [43][1700/5005] lr: 7.2303e-02 eta: 6:58:43 time: 0.0645 data_time: 0.0018 memory: 1152 loss: 2.0395 2022/11/28 15:26:23 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:26:24 - mmengine - INFO - Epoch(train) [43][1800/5005] lr: 7.2279e-02 eta: 6:58:37 time: 0.0653 data_time: 0.0015 memory: 1152 loss: 2.0544 2022/11/28 15:26:30 - mmengine - INFO - Epoch(train) [43][1900/5005] lr: 7.2256e-02 eta: 6:58:30 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 2.1686 2022/11/28 15:26:37 - mmengine - INFO - Epoch(train) [43][2000/5005] lr: 7.2232e-02 eta: 6:58:24 time: 0.0649 data_time: 0.0014 memory: 1152 loss: 2.2517 2022/11/28 15:26:44 - mmengine - INFO - Epoch(train) [43][2100/5005] lr: 7.2209e-02 eta: 6:58:18 time: 0.0658 data_time: 0.0016 memory: 1152 loss: 2.2221 2022/11/28 15:26:50 - mmengine - INFO - Epoch(train) [43][2200/5005] lr: 7.2186e-02 eta: 6:58:12 time: 0.0657 data_time: 0.0014 memory: 1152 loss: 2.0664 2022/11/28 15:26:57 - mmengine - INFO - Epoch(train) [43][2300/5005] lr: 7.2162e-02 eta: 6:58:05 time: 0.0717 data_time: 0.0016 memory: 1152 loss: 2.2174 2022/11/28 15:27:03 - mmengine - INFO - Epoch(train) [43][2400/5005] lr: 7.2139e-02 eta: 6:57:59 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.4316 2022/11/28 15:27:10 - mmengine - INFO - Epoch(train) [43][2500/5005] lr: 7.2115e-02 eta: 6:57:53 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.2279 2022/11/28 15:27:17 - mmengine - INFO - Epoch(train) [43][2600/5005] lr: 7.2092e-02 eta: 6:57:46 time: 0.0646 data_time: 0.0015 memory: 1152 loss: 2.0511 2022/11/28 15:27:23 - mmengine - INFO - Epoch(train) [43][2700/5005] lr: 7.2068e-02 eta: 6:57:40 time: 0.0655 data_time: 0.0014 memory: 1152 loss: 1.8974 2022/11/28 15:27:29 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:27:30 - mmengine - INFO - Epoch(train) [43][2800/5005] lr: 7.2045e-02 eta: 6:57:34 time: 0.0731 data_time: 0.0015 memory: 1152 loss: 1.9630 2022/11/28 15:27:37 - mmengine - INFO - Epoch(train) [43][2900/5005] lr: 7.2021e-02 eta: 6:57:27 time: 0.0650 data_time: 0.0016 memory: 1152 loss: 1.9527 2022/11/28 15:27:43 - mmengine - INFO - Epoch(train) [43][3000/5005] lr: 7.1998e-02 eta: 6:57:21 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 2.1574 2022/11/28 15:27:50 - mmengine - INFO - Epoch(train) [43][3100/5005] lr: 7.1974e-02 eta: 6:57:15 time: 0.0644 data_time: 0.0015 memory: 1152 loss: 1.9425 2022/11/28 15:27:57 - mmengine - INFO - Epoch(train) [43][3200/5005] lr: 7.1951e-02 eta: 6:57:09 time: 0.0658 data_time: 0.0015 memory: 1152 loss: 2.0354 2022/11/28 15:28:03 - mmengine - INFO - Epoch(train) [43][3300/5005] lr: 7.1927e-02 eta: 6:57:02 time: 0.0640 data_time: 0.0015 memory: 1152 loss: 2.1588 2022/11/28 15:28:10 - mmengine - INFO - Epoch(train) [43][3400/5005] lr: 7.1904e-02 eta: 6:56:56 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.1454 2022/11/28 15:28:16 - mmengine - INFO - Epoch(train) [43][3500/5005] lr: 7.1880e-02 eta: 6:56:50 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.4323 2022/11/28 15:28:23 - mmengine - INFO - Epoch(train) [43][3600/5005] lr: 7.1857e-02 eta: 6:56:43 time: 0.0644 data_time: 0.0015 memory: 1152 loss: 1.8753 2022/11/28 15:28:30 - mmengine - INFO - Epoch(train) [43][3700/5005] lr: 7.1833e-02 eta: 6:56:37 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 2.1480 2022/11/28 15:28:36 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:28:37 - mmengine - INFO - Epoch(train) [43][3800/5005] lr: 7.1810e-02 eta: 6:56:31 time: 0.0654 data_time: 0.0015 memory: 1152 loss: 2.1417 2022/11/28 15:28:43 - mmengine - INFO - Epoch(train) [43][3900/5005] lr: 7.1786e-02 eta: 6:56:25 time: 0.0650 data_time: 0.0014 memory: 1152 loss: 2.1378 2022/11/28 15:28:50 - mmengine - INFO - Epoch(train) [43][4000/5005] lr: 7.1763e-02 eta: 6:56:19 time: 0.0651 data_time: 0.0014 memory: 1152 loss: 2.1266 2022/11/28 15:28:57 - mmengine - INFO - Epoch(train) [43][4100/5005] lr: 7.1739e-02 eta: 6:56:12 time: 0.0643 data_time: 0.0015 memory: 1152 loss: 2.0948 2022/11/28 15:29:03 - mmengine - INFO - Epoch(train) [43][4200/5005] lr: 7.1716e-02 eta: 6:56:06 time: 0.0642 data_time: 0.0014 memory: 1152 loss: 1.9208 2022/11/28 15:29:10 - mmengine - INFO - Epoch(train) [43][4300/5005] lr: 7.1692e-02 eta: 6:56:00 time: 0.0652 data_time: 0.0015 memory: 1152 loss: 2.0353 2022/11/28 15:29:16 - mmengine - INFO - Epoch(train) [43][4400/5005] lr: 7.1668e-02 eta: 6:55:53 time: 0.0645 data_time: 0.0014 memory: 1152 loss: 2.0257 2022/11/28 15:29:23 - mmengine - INFO - Epoch(train) [43][4500/5005] lr: 7.1645e-02 eta: 6:55:47 time: 0.0642 data_time: 0.0014 memory: 1152 loss: 2.0465 2022/11/28 15:29:30 - mmengine - INFO - Epoch(train) [43][4600/5005] lr: 7.1621e-02 eta: 6:55:41 time: 0.0644 data_time: 0.0015 memory: 1152 loss: 2.1435 2022/11/28 15:29:36 - mmengine - INFO - Epoch(train) [43][4700/5005] lr: 7.1598e-02 eta: 6:55:34 time: 0.0656 data_time: 0.0014 memory: 1152 loss: 2.2810 2022/11/28 15:29:42 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:29:43 - mmengine - INFO - Epoch(train) [43][4800/5005] lr: 7.1574e-02 eta: 6:55:28 time: 0.0655 data_time: 0.0014 memory: 1152 loss: 1.8792 2022/11/28 15:29:50 - mmengine - INFO - Epoch(train) [43][4900/5005] lr: 7.1551e-02 eta: 6:55:22 time: 0.0653 data_time: 0.0015 memory: 1152 loss: 2.4350 2022/11/28 15:29:56 - mmengine - INFO - Epoch(train) [43][5000/5005] lr: 7.1527e-02 eta: 6:55:16 time: 0.0653 data_time: 0.0023 memory: 1152 loss: 2.3024 2022/11/28 15:29:56 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:29:56 - mmengine - INFO - Saving checkpoint at 43 epochs 2022/11/28 15:30:01 - mmengine - INFO - Epoch(val) [43][100/196] eta: 0:00:03 time: 0.0408 data_time: 0.0294 memory: 1152 2022/11/28 15:30:14 - mmengine - INFO - Epoch(val) [43][196/196] accuracy/top1: 56.4700 accuracy/top5: 80.6340 2022/11/28 15:30:21 - mmengine - INFO - Epoch(train) [44][ 100/5005] lr: 7.1502e-02 eta: 6:55:09 time: 0.0647 data_time: 0.0015 memory: 1152 loss: 2.1076 2022/11/28 15:30:28 - mmengine - INFO - Epoch(train) [44][ 200/5005] lr: 7.1479e-02 eta: 6:55:03 time: 0.0648 data_time: 0.0015 memory: 1152 loss: 2.0463 2022/11/28 15:30:35 - mmengine - INFO - Epoch(train) [44][ 300/5005] lr: 7.1455e-02 eta: 6:54:57 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 2.1648 2022/11/28 15:30:41 - mmengine - INFO - Epoch(train) [44][ 400/5005] lr: 7.1431e-02 eta: 6:54:50 time: 0.0658 data_time: 0.0015 memory: 1152 loss: 2.3021 2022/11/28 15:30:48 - mmengine - INFO - Epoch(train) [44][ 500/5005] lr: 7.1408e-02 eta: 6:54:44 time: 0.0647 data_time: 0.0014 memory: 1152 loss: 2.0917 2022/11/28 15:30:55 - mmengine - INFO - Epoch(train) [44][ 600/5005] lr: 7.1384e-02 eta: 6:54:38 time: 0.0720 data_time: 0.0014 memory: 1152 loss: 2.1693 2022/11/28 15:31:01 - mmengine - INFO - Epoch(train) [44][ 700/5005] lr: 7.1360e-02 eta: 6:54:32 time: 0.0643 data_time: 0.0015 memory: 1152 loss: 2.3348 2022/11/28 15:31:07 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:31:08 - mmengine - INFO - Epoch(train) [44][ 800/5005] lr: 7.1337e-02 eta: 6:54:25 time: 0.0666 data_time: 0.0015 memory: 1152 loss: 2.1493 2022/11/28 15:31:14 - mmengine - INFO - Epoch(train) [44][ 900/5005] lr: 7.1313e-02 eta: 6:54:19 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 1.9814 2022/11/28 15:31:21 - mmengine - INFO - Epoch(train) [44][1000/5005] lr: 7.1289e-02 eta: 6:54:13 time: 0.0655 data_time: 0.0015 memory: 1152 loss: 2.0071 2022/11/28 15:31:28 - mmengine - INFO - Epoch(train) [44][1100/5005] lr: 7.1266e-02 eta: 6:54:06 time: 0.0646 data_time: 0.0016 memory: 1152 loss: 2.1348 2022/11/28 15:31:34 - mmengine - INFO - Epoch(train) [44][1200/5005] lr: 7.1242e-02 eta: 6:54:00 time: 0.0644 data_time: 0.0014 memory: 1152 loss: 2.1756 2022/11/28 15:31:41 - mmengine - INFO - Epoch(train) [44][1300/5005] lr: 7.1218e-02 eta: 6:53:54 time: 0.0648 data_time: 0.0015 memory: 1152 loss: 1.9908 2022/11/28 15:31:48 - mmengine - INFO - Epoch(train) [44][1400/5005] lr: 7.1195e-02 eta: 6:53:47 time: 0.0644 data_time: 0.0015 memory: 1152 loss: 2.0367 2022/11/28 15:31:54 - mmengine - INFO - Epoch(train) [44][1500/5005] lr: 7.1171e-02 eta: 6:53:41 time: 0.0662 data_time: 0.0015 memory: 1152 loss: 2.3250 2022/11/28 15:32:01 - mmengine - INFO - Epoch(train) [44][1600/5005] lr: 7.1147e-02 eta: 6:53:35 time: 0.0650 data_time: 0.0014 memory: 1152 loss: 2.0918 2022/11/28 15:32:08 - mmengine - INFO - Epoch(train) [44][1700/5005] lr: 7.1124e-02 eta: 6:53:29 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.1499 2022/11/28 15:32:13 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:32:14 - mmengine - INFO - Epoch(train) [44][1800/5005] lr: 7.1100e-02 eta: 6:53:22 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 1.9003 2022/11/28 15:32:21 - mmengine - INFO - Epoch(train) [44][1900/5005] lr: 7.1076e-02 eta: 6:53:16 time: 0.0654 data_time: 0.0015 memory: 1152 loss: 2.1078 2022/11/28 15:32:27 - mmengine - INFO - Epoch(train) [44][2000/5005] lr: 7.1053e-02 eta: 6:53:10 time: 0.0656 data_time: 0.0015 memory: 1152 loss: 2.0169 2022/11/28 15:32:34 - mmengine - INFO - Epoch(train) [44][2100/5005] lr: 7.1029e-02 eta: 6:53:03 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.1627 2022/11/28 15:32:41 - mmengine - INFO - Epoch(train) [44][2200/5005] lr: 7.1005e-02 eta: 6:52:57 time: 0.0652 data_time: 0.0015 memory: 1152 loss: 2.1554 2022/11/28 15:32:47 - mmengine - INFO - Epoch(train) [44][2300/5005] lr: 7.0981e-02 eta: 6:52:51 time: 0.0647 data_time: 0.0015 memory: 1152 loss: 2.0172 2022/11/28 15:32:54 - mmengine - INFO - Epoch(train) [44][2400/5005] lr: 7.0958e-02 eta: 6:52:44 time: 0.0657 data_time: 0.0015 memory: 1152 loss: 2.2067 2022/11/28 15:33:01 - mmengine - INFO - Epoch(train) [44][2500/5005] lr: 7.0934e-02 eta: 6:52:38 time: 0.0654 data_time: 0.0014 memory: 1152 loss: 2.2482 2022/11/28 15:33:07 - mmengine - INFO - Epoch(train) [44][2600/5005] lr: 7.0910e-02 eta: 6:52:32 time: 0.0648 data_time: 0.0016 memory: 1152 loss: 2.0120 2022/11/28 15:33:14 - mmengine - INFO - Epoch(train) [44][2700/5005] lr: 7.0886e-02 eta: 6:52:26 time: 0.0648 data_time: 0.0015 memory: 1152 loss: 2.1648 2022/11/28 15:33:20 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:33:21 - mmengine - INFO - Epoch(train) [44][2800/5005] lr: 7.0863e-02 eta: 6:52:20 time: 0.0650 data_time: 0.0014 memory: 1152 loss: 2.2361 2022/11/28 15:33:27 - mmengine - INFO - Epoch(train) [44][2900/5005] lr: 7.0839e-02 eta: 6:52:14 time: 0.0652 data_time: 0.0015 memory: 1152 loss: 2.1735 2022/11/28 15:33:34 - mmengine - INFO - Epoch(train) [44][3000/5005] lr: 7.0815e-02 eta: 6:52:07 time: 0.0655 data_time: 0.0015 memory: 1152 loss: 2.1039 2022/11/28 15:33:41 - mmengine - INFO - Epoch(train) [44][3100/5005] lr: 7.0791e-02 eta: 6:52:01 time: 0.0654 data_time: 0.0015 memory: 1152 loss: 2.2403 2022/11/28 15:33:47 - mmengine - INFO - Epoch(train) [44][3200/5005] lr: 7.0767e-02 eta: 6:51:55 time: 0.0723 data_time: 0.0014 memory: 1152 loss: 1.9180 2022/11/28 15:33:54 - mmengine - INFO - Epoch(train) [44][3300/5005] lr: 7.0744e-02 eta: 6:51:48 time: 0.0653 data_time: 0.0015 memory: 1152 loss: 1.9164 2022/11/28 15:34:01 - mmengine - INFO - Epoch(train) [44][3400/5005] lr: 7.0720e-02 eta: 6:51:42 time: 0.0648 data_time: 0.0015 memory: 1152 loss: 2.2200 2022/11/28 15:34:07 - mmengine - INFO - Epoch(train) [44][3500/5005] lr: 7.0696e-02 eta: 6:51:36 time: 0.0647 data_time: 0.0016 memory: 1152 loss: 2.3049 2022/11/28 15:34:14 - mmengine - INFO - Epoch(train) [44][3600/5005] lr: 7.0672e-02 eta: 6:51:29 time: 0.0646 data_time: 0.0015 memory: 1152 loss: 2.0710 2022/11/28 15:34:21 - mmengine - INFO - Epoch(train) [44][3700/5005] lr: 7.0648e-02 eta: 6:51:23 time: 0.0656 data_time: 0.0014 memory: 1152 loss: 2.0367 2022/11/28 15:34:26 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:34:27 - mmengine - INFO - Epoch(train) [44][3800/5005] lr: 7.0625e-02 eta: 6:51:17 time: 0.0658 data_time: 0.0015 memory: 1152 loss: 2.1587 2022/11/28 15:34:34 - mmengine - INFO - Epoch(train) [44][3900/5005] lr: 7.0601e-02 eta: 6:51:11 time: 0.0645 data_time: 0.0015 memory: 1152 loss: 2.2470 2022/11/28 15:34:41 - mmengine - INFO - Epoch(train) [44][4000/5005] lr: 7.0577e-02 eta: 6:51:05 time: 0.0647 data_time: 0.0015 memory: 1152 loss: 2.2793 2022/11/28 15:34:47 - mmengine - INFO - Epoch(train) [44][4100/5005] lr: 7.0553e-02 eta: 6:50:58 time: 0.0653 data_time: 0.0014 memory: 1152 loss: 2.1638 2022/11/28 15:34:54 - mmengine - INFO - Epoch(train) [44][4200/5005] lr: 7.0529e-02 eta: 6:50:52 time: 0.0656 data_time: 0.0015 memory: 1152 loss: 2.0466 2022/11/28 15:35:01 - mmengine - INFO - Epoch(train) [44][4300/5005] lr: 7.0505e-02 eta: 6:50:46 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 2.1743 2022/11/28 15:35:07 - mmengine - INFO - Epoch(train) [44][4400/5005] lr: 7.0482e-02 eta: 6:50:39 time: 0.0706 data_time: 0.0014 memory: 1152 loss: 2.1578 2022/11/28 15:35:14 - mmengine - INFO - Epoch(train) [44][4500/5005] lr: 7.0458e-02 eta: 6:50:33 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.1575 2022/11/28 15:35:21 - mmengine - INFO - Epoch(train) [44][4600/5005] lr: 7.0434e-02 eta: 6:50:27 time: 0.0644 data_time: 0.0014 memory: 1152 loss: 1.9788 2022/11/28 15:35:27 - mmengine - INFO - Epoch(train) [44][4700/5005] lr: 7.0410e-02 eta: 6:50:20 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 2.1678 2022/11/28 15:35:33 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:35:34 - mmengine - INFO - Epoch(train) [44][4800/5005] lr: 7.0386e-02 eta: 6:50:14 time: 0.0674 data_time: 0.0018 memory: 1152 loss: 2.3229 2022/11/28 15:35:41 - mmengine - INFO - Epoch(train) [44][4900/5005] lr: 7.0362e-02 eta: 6:50:08 time: 0.0736 data_time: 0.0014 memory: 1152 loss: 2.2151 2022/11/28 15:35:47 - mmengine - INFO - Epoch(train) [44][5000/5005] lr: 7.0338e-02 eta: 6:50:02 time: 0.0658 data_time: 0.0023 memory: 1152 loss: 2.1107 2022/11/28 15:35:48 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:35:48 - mmengine - INFO - Saving checkpoint at 44 epochs 2022/11/28 15:35:52 - mmengine - INFO - Epoch(val) [44][100/196] eta: 0:00:04 time: 0.0382 data_time: 0.0272 memory: 1152 2022/11/28 15:36:06 - mmengine - INFO - Epoch(val) [44][196/196] accuracy/top1: 57.4760 accuracy/top5: 81.5800 2022/11/28 15:36:13 - mmengine - INFO - Epoch(train) [45][ 100/5005] lr: 7.0313e-02 eta: 6:49:56 time: 0.0651 data_time: 0.0014 memory: 1152 loss: 2.1454 2022/11/28 15:36:20 - mmengine - INFO - Epoch(train) [45][ 200/5005] lr: 7.0289e-02 eta: 6:49:49 time: 0.0745 data_time: 0.0018 memory: 1152 loss: 2.3604 2022/11/28 15:36:26 - mmengine - INFO - Epoch(train) [45][ 300/5005] lr: 7.0265e-02 eta: 6:49:43 time: 0.0652 data_time: 0.0017 memory: 1152 loss: 2.1649 2022/11/28 15:36:33 - mmengine - INFO - Epoch(train) [45][ 400/5005] lr: 7.0241e-02 eta: 6:49:37 time: 0.0724 data_time: 0.0016 memory: 1152 loss: 2.0951 2022/11/28 15:36:40 - mmengine - INFO - Epoch(train) [45][ 500/5005] lr: 7.0218e-02 eta: 6:49:31 time: 0.0655 data_time: 0.0015 memory: 1152 loss: 2.1063 2022/11/28 15:36:46 - mmengine - INFO - Epoch(train) [45][ 600/5005] lr: 7.0194e-02 eta: 6:49:24 time: 0.0658 data_time: 0.0015 memory: 1152 loss: 2.0949 2022/11/28 15:36:53 - mmengine - INFO - Epoch(train) [45][ 700/5005] lr: 7.0170e-02 eta: 6:49:18 time: 0.0712 data_time: 0.0015 memory: 1152 loss: 2.4046 2022/11/28 15:36:58 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:37:00 - mmengine - INFO - Epoch(train) [45][ 800/5005] lr: 7.0146e-02 eta: 6:49:12 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 1.9787 2022/11/28 15:37:06 - mmengine - INFO - Epoch(train) [45][ 900/5005] lr: 7.0122e-02 eta: 6:49:05 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 2.2877 2022/11/28 15:37:13 - mmengine - INFO - Epoch(train) [45][1000/5005] lr: 7.0098e-02 eta: 6:48:59 time: 0.0736 data_time: 0.0014 memory: 1152 loss: 2.0584 2022/11/28 15:37:19 - mmengine - INFO - Epoch(train) [45][1100/5005] lr: 7.0074e-02 eta: 6:48:53 time: 0.0666 data_time: 0.0014 memory: 1152 loss: 2.0378 2022/11/28 15:37:26 - mmengine - INFO - Epoch(train) [45][1200/5005] lr: 7.0050e-02 eta: 6:48:47 time: 0.0652 data_time: 0.0015 memory: 1152 loss: 1.9408 2022/11/28 15:37:33 - mmengine - INFO - Epoch(train) [45][1300/5005] lr: 7.0026e-02 eta: 6:48:40 time: 0.0659 data_time: 0.0015 memory: 1152 loss: 2.1463 2022/11/28 15:37:40 - mmengine - INFO - Epoch(train) [45][1400/5005] lr: 7.0002e-02 eta: 6:48:34 time: 0.0648 data_time: 0.0015 memory: 1152 loss: 2.0596 2022/11/28 15:37:46 - mmengine - INFO - Epoch(train) [45][1500/5005] lr: 6.9978e-02 eta: 6:48:28 time: 0.0647 data_time: 0.0016 memory: 1152 loss: 2.0848 2022/11/28 15:37:53 - mmengine - INFO - Epoch(train) [45][1600/5005] lr: 6.9954e-02 eta: 6:48:22 time: 0.0653 data_time: 0.0015 memory: 1152 loss: 2.0961 2022/11/28 15:38:00 - mmengine - INFO - Epoch(train) [45][1700/5005] lr: 6.9930e-02 eta: 6:48:16 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.1983 2022/11/28 15:38:05 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:38:06 - mmengine - INFO - Epoch(train) [45][1800/5005] lr: 6.9906e-02 eta: 6:48:09 time: 0.0649 data_time: 0.0014 memory: 1152 loss: 2.1175 2022/11/28 15:38:13 - mmengine - INFO - Epoch(train) [45][1900/5005] lr: 6.9882e-02 eta: 6:48:03 time: 0.0658 data_time: 0.0014 memory: 1152 loss: 2.1080 2022/11/28 15:38:19 - mmengine - INFO - Epoch(train) [45][2000/5005] lr: 6.9858e-02 eta: 6:47:57 time: 0.0647 data_time: 0.0015 memory: 1152 loss: 2.0604 2022/11/28 15:38:26 - mmengine - INFO - Epoch(train) [45][2100/5005] lr: 6.9834e-02 eta: 6:47:50 time: 0.0653 data_time: 0.0015 memory: 1152 loss: 2.1009 2022/11/28 15:38:33 - mmengine - INFO - Epoch(train) [45][2200/5005] lr: 6.9810e-02 eta: 6:47:44 time: 0.0647 data_time: 0.0016 memory: 1152 loss: 1.9985 2022/11/28 15:38:39 - mmengine - INFO - Epoch(train) [45][2300/5005] lr: 6.9786e-02 eta: 6:47:38 time: 0.0655 data_time: 0.0015 memory: 1152 loss: 1.9753 2022/11/28 15:38:46 - mmengine - INFO - Epoch(train) [45][2400/5005] lr: 6.9762e-02 eta: 6:47:31 time: 0.0647 data_time: 0.0015 memory: 1152 loss: 2.1486 2022/11/28 15:38:53 - mmengine - INFO - Epoch(train) [45][2500/5005] lr: 6.9738e-02 eta: 6:47:25 time: 0.0657 data_time: 0.0015 memory: 1152 loss: 2.0965 2022/11/28 15:38:59 - mmengine - INFO - Epoch(train) [45][2600/5005] lr: 6.9714e-02 eta: 6:47:19 time: 0.0650 data_time: 0.0016 memory: 1152 loss: 2.1425 2022/11/28 15:39:06 - mmengine - INFO - Epoch(train) [45][2700/5005] lr: 6.9690e-02 eta: 6:47:13 time: 0.0646 data_time: 0.0016 memory: 1152 loss: 2.1565 2022/11/28 15:39:11 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:39:13 - mmengine - INFO - Epoch(train) [45][2800/5005] lr: 6.9666e-02 eta: 6:47:06 time: 0.0646 data_time: 0.0015 memory: 1152 loss: 2.0137 2022/11/28 15:39:19 - mmengine - INFO - Epoch(train) [45][2900/5005] lr: 6.9642e-02 eta: 6:47:00 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.0932 2022/11/28 15:39:26 - mmengine - INFO - Epoch(train) [45][3000/5005] lr: 6.9618e-02 eta: 6:46:53 time: 0.0659 data_time: 0.0015 memory: 1152 loss: 1.9970 2022/11/28 15:39:33 - mmengine - INFO - Epoch(train) [45][3100/5005] lr: 6.9594e-02 eta: 6:46:47 time: 0.0665 data_time: 0.0017 memory: 1152 loss: 1.8844 2022/11/28 15:39:39 - mmengine - INFO - Epoch(train) [45][3200/5005] lr: 6.9570e-02 eta: 6:46:41 time: 0.0643 data_time: 0.0015 memory: 1152 loss: 2.1140 2022/11/28 15:39:46 - mmengine - INFO - Epoch(train) [45][3300/5005] lr: 6.9546e-02 eta: 6:46:34 time: 0.0651 data_time: 0.0016 memory: 1152 loss: 2.1941 2022/11/28 15:39:52 - mmengine - INFO - Epoch(train) [45][3400/5005] lr: 6.9522e-02 eta: 6:46:28 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 2.2210 2022/11/28 15:39:59 - mmengine - INFO - Epoch(train) [45][3500/5005] lr: 6.9497e-02 eta: 6:46:22 time: 0.0659 data_time: 0.0015 memory: 1152 loss: 2.2408 2022/11/28 15:40:06 - mmengine - INFO - Epoch(train) [45][3600/5005] lr: 6.9473e-02 eta: 6:46:16 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 2.1278 2022/11/28 15:40:13 - mmengine - INFO - Epoch(train) [45][3700/5005] lr: 6.9449e-02 eta: 6:46:10 time: 0.0748 data_time: 0.0015 memory: 1152 loss: 2.1000 2022/11/28 15:40:18 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:40:19 - mmengine - INFO - Epoch(train) [45][3800/5005] lr: 6.9425e-02 eta: 6:46:03 time: 0.0652 data_time: 0.0015 memory: 1152 loss: 2.5012 2022/11/28 15:40:26 - mmengine - INFO - Epoch(train) [45][3900/5005] lr: 6.9401e-02 eta: 6:45:57 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.0737 2022/11/28 15:40:32 - mmengine - INFO - Epoch(train) [45][4000/5005] lr: 6.9377e-02 eta: 6:45:51 time: 0.0647 data_time: 0.0016 memory: 1152 loss: 1.9900 2022/11/28 15:40:39 - mmengine - INFO - Epoch(train) [45][4100/5005] lr: 6.9353e-02 eta: 6:45:44 time: 0.0646 data_time: 0.0015 memory: 1152 loss: 2.2131 2022/11/28 15:40:46 - mmengine - INFO - Epoch(train) [45][4200/5005] lr: 6.9329e-02 eta: 6:45:38 time: 0.0656 data_time: 0.0015 memory: 1152 loss: 2.0978 2022/11/28 15:40:52 - mmengine - INFO - Epoch(train) [45][4300/5005] lr: 6.9305e-02 eta: 6:45:32 time: 0.0717 data_time: 0.0015 memory: 1152 loss: 2.2610 2022/11/28 15:40:59 - mmengine - INFO - Epoch(train) [45][4400/5005] lr: 6.9281e-02 eta: 6:45:26 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 1.9493 2022/11/28 15:41:06 - mmengine - INFO - Epoch(train) [45][4500/5005] lr: 6.9256e-02 eta: 6:45:19 time: 0.0653 data_time: 0.0022 memory: 1152 loss: 2.1034 2022/11/28 15:41:12 - mmengine - INFO - Epoch(train) [45][4600/5005] lr: 6.9232e-02 eta: 6:45:13 time: 0.0649 data_time: 0.0016 memory: 1152 loss: 2.0642 2022/11/28 15:41:19 - mmengine - INFO - Epoch(train) [45][4700/5005] lr: 6.9208e-02 eta: 6:45:07 time: 0.0644 data_time: 0.0014 memory: 1152 loss: 1.9402 2022/11/28 15:41:24 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:41:26 - mmengine - INFO - Epoch(train) [45][4800/5005] lr: 6.9184e-02 eta: 6:45:00 time: 0.0706 data_time: 0.0015 memory: 1152 loss: 2.1186 2022/11/28 15:41:32 - mmengine - INFO - Epoch(train) [45][4900/5005] lr: 6.9160e-02 eta: 6:44:54 time: 0.0650 data_time: 0.0014 memory: 1152 loss: 2.1259 2022/11/28 15:41:39 - mmengine - INFO - Epoch(train) [45][5000/5005] lr: 6.9136e-02 eta: 6:44:48 time: 0.0683 data_time: 0.0023 memory: 1152 loss: 1.9802 2022/11/28 15:41:40 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:41:40 - mmengine - INFO - Saving checkpoint at 45 epochs 2022/11/28 15:41:44 - mmengine - INFO - Epoch(val) [45][100/196] eta: 0:00:03 time: 0.0378 data_time: 0.0266 memory: 1152 2022/11/28 15:41:58 - mmengine - INFO - Epoch(val) [45][196/196] accuracy/top1: 58.1060 accuracy/top5: 82.0200 2022/11/28 15:42:05 - mmengine - INFO - Epoch(train) [46][ 100/5005] lr: 6.9110e-02 eta: 6:44:42 time: 0.0649 data_time: 0.0016 memory: 1152 loss: 2.0399 2022/11/28 15:42:11 - mmengine - INFO - Epoch(train) [46][ 200/5005] lr: 6.9086e-02 eta: 6:44:36 time: 0.0645 data_time: 0.0015 memory: 1152 loss: 2.0564 2022/11/28 15:42:18 - mmengine - INFO - Epoch(train) [46][ 300/5005] lr: 6.9062e-02 eta: 6:44:30 time: 0.0650 data_time: 0.0016 memory: 1152 loss: 2.1392 2022/11/28 15:42:25 - mmengine - INFO - Epoch(train) [46][ 400/5005] lr: 6.9038e-02 eta: 6:44:24 time: 0.0805 data_time: 0.0015 memory: 1152 loss: 2.1300 2022/11/28 15:42:31 - mmengine - INFO - Epoch(train) [46][ 500/5005] lr: 6.9014e-02 eta: 6:44:17 time: 0.0646 data_time: 0.0015 memory: 1152 loss: 2.0137 2022/11/28 15:42:38 - mmengine - INFO - Epoch(train) [46][ 600/5005] lr: 6.8989e-02 eta: 6:44:11 time: 0.0648 data_time: 0.0015 memory: 1152 loss: 2.2998 2022/11/28 15:42:45 - mmengine - INFO - Epoch(train) [46][ 700/5005] lr: 6.8965e-02 eta: 6:44:04 time: 0.0644 data_time: 0.0020 memory: 1152 loss: 2.0549 2022/11/28 15:42:50 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:42:51 - mmengine - INFO - Epoch(train) [46][ 800/5005] lr: 6.8941e-02 eta: 6:43:58 time: 0.0644 data_time: 0.0015 memory: 1152 loss: 2.3873 2022/11/28 15:42:58 - mmengine - INFO - Epoch(train) [46][ 900/5005] lr: 6.8917e-02 eta: 6:43:52 time: 0.0662 data_time: 0.0015 memory: 1152 loss: 2.0380 2022/11/28 15:43:05 - mmengine - INFO - Epoch(train) [46][1000/5005] lr: 6.8893e-02 eta: 6:43:45 time: 0.0657 data_time: 0.0016 memory: 1152 loss: 2.0849 2022/11/28 15:43:11 - mmengine - INFO - Epoch(train) [46][1100/5005] lr: 6.8868e-02 eta: 6:43:39 time: 0.0657 data_time: 0.0015 memory: 1152 loss: 1.9613 2022/11/28 15:43:18 - mmengine - INFO - Epoch(train) [46][1200/5005] lr: 6.8844e-02 eta: 6:43:33 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.1282 2022/11/28 15:43:25 - mmengine - INFO - Epoch(train) [46][1300/5005] lr: 6.8820e-02 eta: 6:43:27 time: 0.0648 data_time: 0.0016 memory: 1152 loss: 1.9326 2022/11/28 15:43:31 - mmengine - INFO - Epoch(train) [46][1400/5005] lr: 6.8796e-02 eta: 6:43:21 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 2.0962 2022/11/28 15:43:38 - mmengine - INFO - Epoch(train) [46][1500/5005] lr: 6.8771e-02 eta: 6:43:15 time: 0.0661 data_time: 0.0015 memory: 1152 loss: 2.1067 2022/11/28 15:43:45 - mmengine - INFO - Epoch(train) [46][1600/5005] lr: 6.8747e-02 eta: 6:43:08 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 1.9512 2022/11/28 15:43:51 - mmengine - INFO - Epoch(train) [46][1700/5005] lr: 6.8723e-02 eta: 6:43:02 time: 0.0660 data_time: 0.0015 memory: 1152 loss: 2.0514 2022/11/28 15:43:57 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:43:58 - mmengine - INFO - Epoch(train) [46][1800/5005] lr: 6.8699e-02 eta: 6:42:56 time: 0.0647 data_time: 0.0017 memory: 1152 loss: 2.0106 2022/11/28 15:44:05 - mmengine - INFO - Epoch(train) [46][1900/5005] lr: 6.8674e-02 eta: 6:42:49 time: 0.0657 data_time: 0.0015 memory: 1152 loss: 1.9513 2022/11/28 15:44:11 - mmengine - INFO - Epoch(train) [46][2000/5005] lr: 6.8650e-02 eta: 6:42:43 time: 0.0648 data_time: 0.0015 memory: 1152 loss: 2.1995 2022/11/28 15:44:18 - mmengine - INFO - Epoch(train) [46][2100/5005] lr: 6.8626e-02 eta: 6:42:37 time: 0.0664 data_time: 0.0015 memory: 1152 loss: 2.1062 2022/11/28 15:44:25 - mmengine - INFO - Epoch(train) [46][2200/5005] lr: 6.8602e-02 eta: 6:42:31 time: 0.0656 data_time: 0.0015 memory: 1152 loss: 2.1346 2022/11/28 15:44:32 - mmengine - INFO - Epoch(train) [46][2300/5005] lr: 6.8577e-02 eta: 6:42:24 time: 0.0649 data_time: 0.0016 memory: 1152 loss: 2.0548 2022/11/28 15:44:38 - mmengine - INFO - Epoch(train) [46][2400/5005] lr: 6.8553e-02 eta: 6:42:18 time: 0.0648 data_time: 0.0016 memory: 1152 loss: 2.0623 2022/11/28 15:44:45 - mmengine - INFO - Epoch(train) [46][2500/5005] lr: 6.8529e-02 eta: 6:42:12 time: 0.0668 data_time: 0.0015 memory: 1152 loss: 1.9131 2022/11/28 15:44:52 - mmengine - INFO - Epoch(train) [46][2600/5005] lr: 6.8504e-02 eta: 6:42:06 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 1.9658 2022/11/28 15:44:58 - mmengine - INFO - Epoch(train) [46][2700/5005] lr: 6.8480e-02 eta: 6:42:00 time: 0.0650 data_time: 0.0016 memory: 1152 loss: 1.8897 2022/11/28 15:45:03 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:45:05 - mmengine - INFO - Epoch(train) [46][2800/5005] lr: 6.8456e-02 eta: 6:41:53 time: 0.0659 data_time: 0.0016 memory: 1152 loss: 2.3206 2022/11/28 15:45:12 - mmengine - INFO - Epoch(train) [46][2900/5005] lr: 6.8432e-02 eta: 6:41:47 time: 0.0655 data_time: 0.0016 memory: 1152 loss: 1.9929 2022/11/28 15:45:18 - mmengine - INFO - Epoch(train) [46][3000/5005] lr: 6.8407e-02 eta: 6:41:41 time: 0.0646 data_time: 0.0015 memory: 1152 loss: 2.2781 2022/11/28 15:45:25 - mmengine - INFO - Epoch(train) [46][3100/5005] lr: 6.8383e-02 eta: 6:41:34 time: 0.0646 data_time: 0.0015 memory: 1152 loss: 2.2012 2022/11/28 15:45:32 - mmengine - INFO - Epoch(train) [46][3200/5005] lr: 6.8359e-02 eta: 6:41:28 time: 0.0653 data_time: 0.0015 memory: 1152 loss: 2.1392 2022/11/28 15:45:38 - mmengine - INFO - Epoch(train) [46][3300/5005] lr: 6.8334e-02 eta: 6:41:22 time: 0.0662 data_time: 0.0015 memory: 1152 loss: 2.0922 2022/11/28 15:45:45 - mmengine - INFO - Epoch(train) [46][3400/5005] lr: 6.8310e-02 eta: 6:41:16 time: 0.0659 data_time: 0.0015 memory: 1152 loss: 2.0669 2022/11/28 15:45:52 - mmengine - INFO - Epoch(train) [46][3500/5005] lr: 6.8286e-02 eta: 6:41:09 time: 0.0653 data_time: 0.0015 memory: 1152 loss: 2.1127 2022/11/28 15:45:59 - mmengine - INFO - Epoch(train) [46][3600/5005] lr: 6.8261e-02 eta: 6:41:03 time: 0.0647 data_time: 0.0015 memory: 1152 loss: 2.1920 2022/11/28 15:46:05 - mmengine - INFO - Epoch(train) [46][3700/5005] lr: 6.8237e-02 eta: 6:40:57 time: 0.0657 data_time: 0.0015 memory: 1152 loss: 1.9951 2022/11/28 15:46:10 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:46:12 - mmengine - INFO - Epoch(train) [46][3800/5005] lr: 6.8213e-02 eta: 6:40:50 time: 0.0656 data_time: 0.0015 memory: 1152 loss: 2.0260 2022/11/28 15:46:18 - mmengine - INFO - Epoch(train) [46][3900/5005] lr: 6.8188e-02 eta: 6:40:44 time: 0.0659 data_time: 0.0015 memory: 1152 loss: 2.0275 2022/11/28 15:46:25 - mmengine - INFO - Epoch(train) [46][4000/5005] lr: 6.8164e-02 eta: 6:40:38 time: 0.0657 data_time: 0.0015 memory: 1152 loss: 1.8764 2022/11/28 15:46:32 - mmengine - INFO - Epoch(train) [46][4100/5005] lr: 6.8139e-02 eta: 6:40:31 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.2183 2022/11/28 15:46:38 - mmengine - INFO - Epoch(train) [46][4200/5005] lr: 6.8115e-02 eta: 6:40:25 time: 0.0662 data_time: 0.0015 memory: 1152 loss: 2.0026 2022/11/28 15:46:45 - mmengine - INFO - Epoch(train) [46][4300/5005] lr: 6.8091e-02 eta: 6:40:19 time: 0.0718 data_time: 0.0018 memory: 1152 loss: 2.0945 2022/11/28 15:46:52 - mmengine - INFO - Epoch(train) [46][4400/5005] lr: 6.8066e-02 eta: 6:40:13 time: 0.0662 data_time: 0.0015 memory: 1152 loss: 2.1622 2022/11/28 15:46:58 - mmengine - INFO - Epoch(train) [46][4500/5005] lr: 6.8042e-02 eta: 6:40:07 time: 0.0656 data_time: 0.0015 memory: 1152 loss: 2.2563 2022/11/28 15:47:05 - mmengine - INFO - Epoch(train) [46][4600/5005] lr: 6.8017e-02 eta: 6:40:00 time: 0.0656 data_time: 0.0015 memory: 1152 loss: 1.9912 2022/11/28 15:47:12 - mmengine - INFO - Epoch(train) [46][4700/5005] lr: 6.7993e-02 eta: 6:39:54 time: 0.0646 data_time: 0.0015 memory: 1152 loss: 2.1776 2022/11/28 15:47:17 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:47:19 - mmengine - INFO - Epoch(train) [46][4800/5005] lr: 6.7969e-02 eta: 6:39:48 time: 0.0651 data_time: 0.0016 memory: 1152 loss: 2.1251 2022/11/28 15:47:25 - mmengine - INFO - Epoch(train) [46][4900/5005] lr: 6.7944e-02 eta: 6:39:42 time: 0.0657 data_time: 0.0016 memory: 1152 loss: 2.3652 2022/11/28 15:47:32 - mmengine - INFO - Epoch(train) [46][5000/5005] lr: 6.7920e-02 eta: 6:39:35 time: 0.0663 data_time: 0.0024 memory: 1152 loss: 2.1258 2022/11/28 15:47:32 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:47:32 - mmengine - INFO - Saving checkpoint at 46 epochs 2022/11/28 15:47:37 - mmengine - INFO - Epoch(val) [46][100/196] eta: 0:00:03 time: 0.0374 data_time: 0.0258 memory: 1152 2022/11/28 15:47:50 - mmengine - INFO - Epoch(val) [46][196/196] accuracy/top1: 57.9700 accuracy/top5: 81.7200 2022/11/28 15:47:57 - mmengine - INFO - Epoch(train) [47][ 100/5005] lr: 6.7894e-02 eta: 6:39:29 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 2.0640 2022/11/28 15:48:04 - mmengine - INFO - Epoch(train) [47][ 200/5005] lr: 6.7870e-02 eta: 6:39:23 time: 0.0654 data_time: 0.0014 memory: 1152 loss: 2.0958 2022/11/28 15:48:11 - mmengine - INFO - Epoch(train) [47][ 300/5005] lr: 6.7845e-02 eta: 6:39:17 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 2.2531 2022/11/28 15:48:17 - mmengine - INFO - Epoch(train) [47][ 400/5005] lr: 6.7821e-02 eta: 6:39:10 time: 0.0648 data_time: 0.0020 memory: 1152 loss: 1.8167 2022/11/28 15:48:24 - mmengine - INFO - Epoch(train) [47][ 500/5005] lr: 6.7796e-02 eta: 6:39:04 time: 0.0654 data_time: 0.0015 memory: 1152 loss: 2.0979 2022/11/28 15:48:31 - mmengine - INFO - Epoch(train) [47][ 600/5005] lr: 6.7772e-02 eta: 6:38:58 time: 0.0651 data_time: 0.0016 memory: 1152 loss: 2.0941 2022/11/28 15:48:37 - mmengine - INFO - Epoch(train) [47][ 700/5005] lr: 6.7748e-02 eta: 6:38:51 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 1.9978 2022/11/28 15:48:42 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:48:44 - mmengine - INFO - Epoch(train) [47][ 800/5005] lr: 6.7723e-02 eta: 6:38:45 time: 0.0663 data_time: 0.0015 memory: 1152 loss: 2.0895 2022/11/28 15:48:51 - mmengine - INFO - Epoch(train) [47][ 900/5005] lr: 6.7699e-02 eta: 6:38:39 time: 0.0650 data_time: 0.0017 memory: 1152 loss: 2.0126 2022/11/28 15:48:57 - mmengine - INFO - Epoch(train) [47][1000/5005] lr: 6.7674e-02 eta: 6:38:32 time: 0.0656 data_time: 0.0015 memory: 1152 loss: 2.2175 2022/11/28 15:49:04 - mmengine - INFO - Epoch(train) [47][1100/5005] lr: 6.7650e-02 eta: 6:38:26 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 1.9810 2022/11/28 15:49:11 - mmengine - INFO - Epoch(train) [47][1200/5005] lr: 6.7625e-02 eta: 6:38:20 time: 0.0649 data_time: 0.0017 memory: 1152 loss: 1.9769 2022/11/28 15:49:18 - mmengine - INFO - Epoch(train) [47][1300/5005] lr: 6.7601e-02 eta: 6:38:14 time: 0.0656 data_time: 0.0015 memory: 1152 loss: 1.9818 2022/11/28 15:49:24 - mmengine - INFO - Epoch(train) [47][1400/5005] lr: 6.7576e-02 eta: 6:38:08 time: 0.0655 data_time: 0.0015 memory: 1152 loss: 2.0719 2022/11/28 15:49:31 - mmengine - INFO - Epoch(train) [47][1500/5005] lr: 6.7552e-02 eta: 6:38:01 time: 0.0656 data_time: 0.0015 memory: 1152 loss: 2.1325 2022/11/28 15:49:38 - mmengine - INFO - Epoch(train) [47][1600/5005] lr: 6.7527e-02 eta: 6:37:55 time: 0.0661 data_time: 0.0015 memory: 1152 loss: 2.1863 2022/11/28 15:49:44 - mmengine - INFO - Epoch(train) [47][1700/5005] lr: 6.7503e-02 eta: 6:37:49 time: 0.0656 data_time: 0.0016 memory: 1152 loss: 2.1171 2022/11/28 15:49:49 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:49:51 - mmengine - INFO - Epoch(train) [47][1800/5005] lr: 6.7478e-02 eta: 6:37:43 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 2.2040 2022/11/28 15:49:57 - mmengine - INFO - Epoch(train) [47][1900/5005] lr: 6.7454e-02 eta: 6:37:36 time: 0.0662 data_time: 0.0015 memory: 1152 loss: 2.1233 2022/11/28 15:50:04 - mmengine - INFO - Epoch(train) [47][2000/5005] lr: 6.7429e-02 eta: 6:37:30 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 1.9671 2022/11/28 15:50:11 - mmengine - INFO - Epoch(train) [47][2100/5005] lr: 6.7405e-02 eta: 6:37:24 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 2.3253 2022/11/28 15:50:17 - mmengine - INFO - Epoch(train) [47][2200/5005] lr: 6.7380e-02 eta: 6:37:17 time: 0.0646 data_time: 0.0017 memory: 1152 loss: 1.9540 2022/11/28 15:50:24 - mmengine - INFO - Epoch(train) [47][2300/5005] lr: 6.7356e-02 eta: 6:37:11 time: 0.0742 data_time: 0.0015 memory: 1152 loss: 2.1135 2022/11/28 15:50:31 - mmengine - INFO - Epoch(train) [47][2400/5005] lr: 6.7331e-02 eta: 6:37:05 time: 0.0658 data_time: 0.0015 memory: 1152 loss: 2.2264 2022/11/28 15:50:38 - mmengine - INFO - Epoch(train) [47][2500/5005] lr: 6.7307e-02 eta: 6:36:59 time: 0.0660 data_time: 0.0017 memory: 1152 loss: 2.0363 2022/11/28 15:50:44 - mmengine - INFO - Epoch(train) [47][2600/5005] lr: 6.7282e-02 eta: 6:36:52 time: 0.0698 data_time: 0.0015 memory: 1152 loss: 2.0317 2022/11/28 15:50:51 - mmengine - INFO - Epoch(train) [47][2700/5005] lr: 6.7258e-02 eta: 6:36:46 time: 0.0651 data_time: 0.0016 memory: 1152 loss: 2.2443 2022/11/28 15:50:56 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:50:58 - mmengine - INFO - Epoch(train) [47][2800/5005] lr: 6.7233e-02 eta: 6:36:40 time: 0.0647 data_time: 0.0015 memory: 1152 loss: 2.2015 2022/11/28 15:51:04 - mmengine - INFO - Epoch(train) [47][2900/5005] lr: 6.7209e-02 eta: 6:36:34 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 1.9022 2022/11/28 15:51:11 - mmengine - INFO - Epoch(train) [47][3000/5005] lr: 6.7184e-02 eta: 6:36:27 time: 0.0650 data_time: 0.0016 memory: 1152 loss: 2.0933 2022/11/28 15:51:18 - mmengine - INFO - Epoch(train) [47][3100/5005] lr: 6.7159e-02 eta: 6:36:21 time: 0.0651 data_time: 0.0018 memory: 1152 loss: 2.1284 2022/11/28 15:51:24 - mmengine - INFO - Epoch(train) [47][3200/5005] lr: 6.7135e-02 eta: 6:36:14 time: 0.0648 data_time: 0.0015 memory: 1152 loss: 2.0390 2022/11/28 15:51:31 - mmengine - INFO - Epoch(train) [47][3300/5005] lr: 6.7110e-02 eta: 6:36:08 time: 0.0648 data_time: 0.0015 memory: 1152 loss: 2.1050 2022/11/28 15:51:38 - mmengine - INFO - Epoch(train) [47][3400/5005] lr: 6.7086e-02 eta: 6:36:02 time: 0.0659 data_time: 0.0015 memory: 1152 loss: 1.9380 2022/11/28 15:51:45 - mmengine - INFO - Epoch(train) [47][3500/5005] lr: 6.7061e-02 eta: 6:35:56 time: 0.0658 data_time: 0.0016 memory: 1152 loss: 1.9761 2022/11/28 15:51:51 - mmengine - INFO - Epoch(train) [47][3600/5005] lr: 6.7037e-02 eta: 6:35:50 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 2.0487 2022/11/28 15:51:58 - mmengine - INFO - Epoch(train) [47][3700/5005] lr: 6.7012e-02 eta: 6:35:43 time: 0.0664 data_time: 0.0015 memory: 1152 loss: 2.1455 2022/11/28 15:52:03 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:52:05 - mmengine - INFO - Epoch(train) [47][3800/5005] lr: 6.6987e-02 eta: 6:35:37 time: 0.0664 data_time: 0.0016 memory: 1152 loss: 1.9487 2022/11/28 15:52:11 - mmengine - INFO - Epoch(train) [47][3900/5005] lr: 6.6963e-02 eta: 6:35:31 time: 0.0653 data_time: 0.0016 memory: 1152 loss: 1.9693 2022/11/28 15:52:18 - mmengine - INFO - Epoch(train) [47][4000/5005] lr: 6.6938e-02 eta: 6:35:25 time: 0.0674 data_time: 0.0015 memory: 1152 loss: 2.1018 2022/11/28 15:52:25 - mmengine - INFO - Epoch(train) [47][4100/5005] lr: 6.6914e-02 eta: 6:35:19 time: 0.0663 data_time: 0.0015 memory: 1152 loss: 2.0496 2022/11/28 15:52:31 - mmengine - INFO - Epoch(train) [47][4200/5005] lr: 6.6889e-02 eta: 6:35:12 time: 0.0647 data_time: 0.0016 memory: 1152 loss: 1.9013 2022/11/28 15:52:38 - mmengine - INFO - Epoch(train) [47][4300/5005] lr: 6.6864e-02 eta: 6:35:06 time: 0.0657 data_time: 0.0015 memory: 1152 loss: 2.0752 2022/11/28 15:52:45 - mmengine - INFO - Epoch(train) [47][4400/5005] lr: 6.6840e-02 eta: 6:34:59 time: 0.0653 data_time: 0.0015 memory: 1152 loss: 2.0326 2022/11/28 15:52:52 - mmengine - INFO - Epoch(train) [47][4500/5005] lr: 6.6815e-02 eta: 6:34:53 time: 0.0653 data_time: 0.0015 memory: 1152 loss: 2.3844 2022/11/28 15:52:58 - mmengine - INFO - Epoch(train) [47][4600/5005] lr: 6.6790e-02 eta: 6:34:47 time: 0.0676 data_time: 0.0015 memory: 1152 loss: 2.2727 2022/11/28 15:53:05 - mmengine - INFO - Epoch(train) [47][4700/5005] lr: 6.6766e-02 eta: 6:34:41 time: 0.0654 data_time: 0.0016 memory: 1152 loss: 2.2035 2022/11/28 15:53:10 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:53:12 - mmengine - INFO - Epoch(train) [47][4800/5005] lr: 6.6741e-02 eta: 6:34:34 time: 0.0652 data_time: 0.0015 memory: 1152 loss: 2.1330 2022/11/28 15:53:18 - mmengine - INFO - Epoch(train) [47][4900/5005] lr: 6.6716e-02 eta: 6:34:28 time: 0.0652 data_time: 0.0015 memory: 1152 loss: 2.1344 2022/11/28 15:53:25 - mmengine - INFO - Epoch(train) [47][5000/5005] lr: 6.6692e-02 eta: 6:34:22 time: 0.0656 data_time: 0.0023 memory: 1152 loss: 1.8917 2022/11/28 15:53:25 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:53:25 - mmengine - INFO - Saving checkpoint at 47 epochs 2022/11/28 15:53:30 - mmengine - INFO - Epoch(val) [47][100/196] eta: 0:00:04 time: 0.0389 data_time: 0.0274 memory: 1152 2022/11/28 15:53:43 - mmengine - INFO - Epoch(val) [47][196/196] accuracy/top1: 58.1580 accuracy/top5: 82.0500 2022/11/28 15:53:50 - mmengine - INFO - Epoch(train) [48][ 100/5005] lr: 6.6666e-02 eta: 6:34:16 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 2.0990 2022/11/28 15:53:57 - mmengine - INFO - Epoch(train) [48][ 200/5005] lr: 6.6641e-02 eta: 6:34:09 time: 0.0654 data_time: 0.0015 memory: 1152 loss: 2.1045 2022/11/28 15:54:04 - mmengine - INFO - Epoch(train) [48][ 300/5005] lr: 6.6617e-02 eta: 6:34:03 time: 0.0654 data_time: 0.0016 memory: 1152 loss: 2.0101 2022/11/28 15:54:10 - mmengine - INFO - Epoch(train) [48][ 400/5005] lr: 6.6592e-02 eta: 6:33:56 time: 0.0658 data_time: 0.0015 memory: 1152 loss: 1.9844 2022/11/28 15:54:17 - mmengine - INFO - Epoch(train) [48][ 500/5005] lr: 6.6567e-02 eta: 6:33:50 time: 0.0648 data_time: 0.0016 memory: 1152 loss: 2.0343 2022/11/28 15:54:24 - mmengine - INFO - Epoch(train) [48][ 600/5005] lr: 6.6543e-02 eta: 6:33:44 time: 0.0648 data_time: 0.0016 memory: 1152 loss: 1.9194 2022/11/28 15:54:30 - mmengine - INFO - Epoch(train) [48][ 700/5005] lr: 6.6518e-02 eta: 6:33:38 time: 0.0659 data_time: 0.0016 memory: 1152 loss: 1.9792 2022/11/28 15:54:35 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:54:37 - mmengine - INFO - Epoch(train) [48][ 800/5005] lr: 6.6493e-02 eta: 6:33:31 time: 0.0657 data_time: 0.0015 memory: 1152 loss: 2.0212 2022/11/28 15:54:44 - mmengine - INFO - Epoch(train) [48][ 900/5005] lr: 6.6469e-02 eta: 6:33:25 time: 0.0652 data_time: 0.0015 memory: 1152 loss: 2.2165 2022/11/28 15:54:50 - mmengine - INFO - Epoch(train) [48][1000/5005] lr: 6.6444e-02 eta: 6:33:19 time: 0.0654 data_time: 0.0016 memory: 1152 loss: 2.1145 2022/11/28 15:54:57 - mmengine - INFO - Epoch(train) [48][1100/5005] lr: 6.6419e-02 eta: 6:33:12 time: 0.0651 data_time: 0.0017 memory: 1152 loss: 2.0122 2022/11/28 15:55:03 - mmengine - INFO - Epoch(train) [48][1200/5005] lr: 6.6394e-02 eta: 6:33:06 time: 0.0653 data_time: 0.0016 memory: 1152 loss: 1.9329 2022/11/28 15:55:10 - mmengine - INFO - Epoch(train) [48][1300/5005] lr: 6.6370e-02 eta: 6:33:00 time: 0.0653 data_time: 0.0016 memory: 1152 loss: 1.9758 2022/11/28 15:55:17 - mmengine - INFO - Epoch(train) [48][1400/5005] lr: 6.6345e-02 eta: 6:32:53 time: 0.0655 data_time: 0.0018 memory: 1152 loss: 2.0979 2022/11/28 15:55:24 - mmengine - INFO - Epoch(train) [48][1500/5005] lr: 6.6320e-02 eta: 6:32:47 time: 0.0652 data_time: 0.0015 memory: 1152 loss: 2.1425 2022/11/28 15:55:30 - mmengine - INFO - Epoch(train) [48][1600/5005] lr: 6.6296e-02 eta: 6:32:41 time: 0.0659 data_time: 0.0016 memory: 1152 loss: 2.1619 2022/11/28 15:55:37 - mmengine - INFO - Epoch(train) [48][1700/5005] lr: 6.6271e-02 eta: 6:32:34 time: 0.0713 data_time: 0.0015 memory: 1152 loss: 2.0653 2022/11/28 15:55:41 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:55:43 - mmengine - INFO - Epoch(train) [48][1800/5005] lr: 6.6246e-02 eta: 6:32:28 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.1012 2022/11/28 15:55:50 - mmengine - INFO - Epoch(train) [48][1900/5005] lr: 6.6221e-02 eta: 6:32:22 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 2.0640 2022/11/28 15:55:57 - mmengine - INFO - Epoch(train) [48][2000/5005] lr: 6.6197e-02 eta: 6:32:15 time: 0.0656 data_time: 0.0014 memory: 1152 loss: 2.0560 2022/11/28 15:56:03 - mmengine - INFO - Epoch(train) [48][2100/5005] lr: 6.6172e-02 eta: 6:32:09 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 1.9837 2022/11/28 15:56:10 - mmengine - INFO - Epoch(train) [48][2200/5005] lr: 6.6147e-02 eta: 6:32:03 time: 0.0645 data_time: 0.0015 memory: 1152 loss: 1.8525 2022/11/28 15:56:17 - mmengine - INFO - Epoch(train) [48][2300/5005] lr: 6.6122e-02 eta: 6:31:56 time: 0.0655 data_time: 0.0015 memory: 1152 loss: 2.1596 2022/11/28 15:56:23 - mmengine - INFO - Epoch(train) [48][2400/5005] lr: 6.6098e-02 eta: 6:31:50 time: 0.0656 data_time: 0.0015 memory: 1152 loss: 2.0868 2022/11/28 15:56:30 - mmengine - INFO - Epoch(train) [48][2500/5005] lr: 6.6073e-02 eta: 6:31:44 time: 0.0655 data_time: 0.0015 memory: 1152 loss: 1.9428 2022/11/28 15:56:37 - mmengine - INFO - Epoch(train) [48][2600/5005] lr: 6.6048e-02 eta: 6:31:37 time: 0.0648 data_time: 0.0015 memory: 1152 loss: 2.0874 2022/11/28 15:56:43 - mmengine - INFO - Epoch(train) [48][2700/5005] lr: 6.6023e-02 eta: 6:31:31 time: 0.0651 data_time: 0.0016 memory: 1152 loss: 1.8469 2022/11/28 15:56:48 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:56:50 - mmengine - INFO - Epoch(train) [48][2800/5005] lr: 6.5999e-02 eta: 6:31:25 time: 0.0649 data_time: 0.0016 memory: 1152 loss: 1.9017 2022/11/28 15:56:57 - mmengine - INFO - Epoch(train) [48][2900/5005] lr: 6.5974e-02 eta: 6:31:19 time: 0.0659 data_time: 0.0015 memory: 1152 loss: 2.0207 2022/11/28 15:57:04 - mmengine - INFO - Epoch(train) [48][3000/5005] lr: 6.5949e-02 eta: 6:31:13 time: 0.0711 data_time: 0.0016 memory: 1152 loss: 2.0792 2022/11/28 15:57:10 - mmengine - INFO - Epoch(train) [48][3100/5005] lr: 6.5924e-02 eta: 6:31:06 time: 0.0654 data_time: 0.0017 memory: 1152 loss: 2.1236 2022/11/28 15:57:17 - mmengine - INFO - Epoch(train) [48][3200/5005] lr: 6.5899e-02 eta: 6:31:00 time: 0.0654 data_time: 0.0015 memory: 1152 loss: 1.8899 2022/11/28 15:57:24 - mmengine - INFO - Epoch(train) [48][3300/5005] lr: 6.5875e-02 eta: 6:30:54 time: 0.0648 data_time: 0.0015 memory: 1152 loss: 1.8494 2022/11/28 15:57:30 - mmengine - INFO - Epoch(train) [48][3400/5005] lr: 6.5850e-02 eta: 6:30:47 time: 0.0652 data_time: 0.0016 memory: 1152 loss: 2.0899 2022/11/28 15:57:37 - mmengine - INFO - Epoch(train) [48][3500/5005] lr: 6.5825e-02 eta: 6:30:41 time: 0.0653 data_time: 0.0016 memory: 1152 loss: 2.2270 2022/11/28 15:57:44 - mmengine - INFO - Epoch(train) [48][3600/5005] lr: 6.5800e-02 eta: 6:30:35 time: 0.0653 data_time: 0.0016 memory: 1152 loss: 2.1223 2022/11/28 15:57:50 - mmengine - INFO - Epoch(train) [48][3700/5005] lr: 6.5775e-02 eta: 6:30:28 time: 0.0654 data_time: 0.0015 memory: 1152 loss: 1.8390 2022/11/28 15:57:55 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:57:57 - mmengine - INFO - Epoch(train) [48][3800/5005] lr: 6.5751e-02 eta: 6:30:22 time: 0.0661 data_time: 0.0016 memory: 1152 loss: 2.2001 2022/11/28 15:58:04 - mmengine - INFO - Epoch(train) [48][3900/5005] lr: 6.5726e-02 eta: 6:30:15 time: 0.0657 data_time: 0.0016 memory: 1152 loss: 2.1350 2022/11/28 15:58:10 - mmengine - INFO - Epoch(train) [48][4000/5005] lr: 6.5701e-02 eta: 6:30:09 time: 0.0654 data_time: 0.0016 memory: 1152 loss: 2.2595 2022/11/28 15:58:17 - mmengine - INFO - Epoch(train) [48][4100/5005] lr: 6.5676e-02 eta: 6:30:03 time: 0.0670 data_time: 0.0016 memory: 1152 loss: 2.3202 2022/11/28 15:58:24 - mmengine - INFO - Epoch(train) [48][4200/5005] lr: 6.5651e-02 eta: 6:29:57 time: 0.0712 data_time: 0.0017 memory: 1152 loss: 1.9297 2022/11/28 15:58:30 - mmengine - INFO - Epoch(train) [48][4300/5005] lr: 6.5626e-02 eta: 6:29:50 time: 0.0647 data_time: 0.0016 memory: 1152 loss: 2.3483 2022/11/28 15:58:37 - mmengine - INFO - Epoch(train) [48][4400/5005] lr: 6.5602e-02 eta: 6:29:44 time: 0.0653 data_time: 0.0016 memory: 1152 loss: 1.9687 2022/11/28 15:58:44 - mmengine - INFO - Epoch(train) [48][4500/5005] lr: 6.5577e-02 eta: 6:29:38 time: 0.0656 data_time: 0.0015 memory: 1152 loss: 2.2437 2022/11/28 15:58:50 - mmengine - INFO - Epoch(train) [48][4600/5005] lr: 6.5552e-02 eta: 6:29:31 time: 0.0654 data_time: 0.0015 memory: 1152 loss: 2.0444 2022/11/28 15:58:57 - mmengine - INFO - Epoch(train) [48][4700/5005] lr: 6.5527e-02 eta: 6:29:25 time: 0.0649 data_time: 0.0017 memory: 1152 loss: 1.8825 2022/11/28 15:59:01 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:59:04 - mmengine - INFO - Epoch(train) [48][4800/5005] lr: 6.5502e-02 eta: 6:29:19 time: 0.0654 data_time: 0.0016 memory: 1152 loss: 2.3509 2022/11/28 15:59:10 - mmengine - INFO - Epoch(train) [48][4900/5005] lr: 6.5477e-02 eta: 6:29:13 time: 0.0656 data_time: 0.0016 memory: 1152 loss: 2.2850 2022/11/28 15:59:17 - mmengine - INFO - Epoch(train) [48][5000/5005] lr: 6.5452e-02 eta: 6:29:06 time: 0.0657 data_time: 0.0023 memory: 1152 loss: 2.1914 2022/11/28 15:59:17 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 15:59:17 - mmengine - INFO - Saving checkpoint at 48 epochs 2022/11/28 15:59:22 - mmengine - INFO - Epoch(val) [48][100/196] eta: 0:00:04 time: 0.0371 data_time: 0.0258 memory: 1152 2022/11/28 15:59:35 - mmengine - INFO - Epoch(val) [48][196/196] accuracy/top1: 58.1580 accuracy/top5: 81.9420 2022/11/28 15:59:42 - mmengine - INFO - Epoch(train) [49][ 100/5005] lr: 6.5426e-02 eta: 6:29:00 time: 0.0646 data_time: 0.0015 memory: 1152 loss: 2.0804 2022/11/28 15:59:49 - mmengine - INFO - Epoch(train) [49][ 200/5005] lr: 6.5401e-02 eta: 6:28:54 time: 0.0726 data_time: 0.0016 memory: 1152 loss: 1.8408 2022/11/28 15:59:56 - mmengine - INFO - Epoch(train) [49][ 300/5005] lr: 6.5376e-02 eta: 6:28:48 time: 0.0670 data_time: 0.0016 memory: 1152 loss: 2.2612 2022/11/28 16:00:02 - mmengine - INFO - Epoch(train) [49][ 400/5005] lr: 6.5352e-02 eta: 6:28:41 time: 0.0656 data_time: 0.0017 memory: 1152 loss: 2.1230 2022/11/28 16:00:09 - mmengine - INFO - Epoch(train) [49][ 500/5005] lr: 6.5327e-02 eta: 6:28:35 time: 0.0648 data_time: 0.0017 memory: 1152 loss: 2.0863 2022/11/28 16:00:16 - mmengine - INFO - Epoch(train) [49][ 600/5005] lr: 6.5302e-02 eta: 6:28:29 time: 0.0650 data_time: 0.0016 memory: 1152 loss: 2.1581 2022/11/28 16:00:22 - mmengine - INFO - Epoch(train) [49][ 700/5005] lr: 6.5277e-02 eta: 6:28:22 time: 0.0648 data_time: 0.0017 memory: 1152 loss: 2.1915 2022/11/28 16:00:26 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:00:29 - mmengine - INFO - Epoch(train) [49][ 800/5005] lr: 6.5252e-02 eta: 6:28:16 time: 0.0658 data_time: 0.0016 memory: 1152 loss: 1.8935 2022/11/28 16:00:36 - mmengine - INFO - Epoch(train) [49][ 900/5005] lr: 6.5227e-02 eta: 6:28:09 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.2689 2022/11/28 16:00:42 - mmengine - INFO - Epoch(train) [49][1000/5005] lr: 6.5202e-02 eta: 6:28:03 time: 0.0658 data_time: 0.0015 memory: 1152 loss: 2.1696 2022/11/28 16:00:49 - mmengine - INFO - Epoch(train) [49][1100/5005] lr: 6.5177e-02 eta: 6:27:57 time: 0.0653 data_time: 0.0015 memory: 1152 loss: 1.9480 2022/11/28 16:00:56 - mmengine - INFO - Epoch(train) [49][1200/5005] lr: 6.5152e-02 eta: 6:27:51 time: 0.0658 data_time: 0.0016 memory: 1152 loss: 2.0061 2022/11/28 16:01:02 - mmengine - INFO - Epoch(train) [49][1300/5005] lr: 6.5127e-02 eta: 6:27:44 time: 0.0652 data_time: 0.0016 memory: 1152 loss: 2.0342 2022/11/28 16:01:09 - mmengine - INFO - Epoch(train) [49][1400/5005] lr: 6.5102e-02 eta: 6:27:38 time: 0.0665 data_time: 0.0015 memory: 1152 loss: 1.7911 2022/11/28 16:01:16 - mmengine - INFO - Epoch(train) [49][1500/5005] lr: 6.5078e-02 eta: 6:27:32 time: 0.0646 data_time: 0.0015 memory: 1152 loss: 2.1419 2022/11/28 16:01:22 - mmengine - INFO - Epoch(train) [49][1600/5005] lr: 6.5053e-02 eta: 6:27:25 time: 0.0651 data_time: 0.0016 memory: 1152 loss: 1.9112 2022/11/28 16:01:29 - mmengine - INFO - Epoch(train) [49][1700/5005] lr: 6.5028e-02 eta: 6:27:19 time: 0.0645 data_time: 0.0015 memory: 1152 loss: 2.1570 2022/11/28 16:01:33 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:01:36 - mmengine - INFO - Epoch(train) [49][1800/5005] lr: 6.5003e-02 eta: 6:27:13 time: 0.0654 data_time: 0.0016 memory: 1152 loss: 2.0495 2022/11/28 16:01:42 - mmengine - INFO - Epoch(train) [49][1900/5005] lr: 6.4978e-02 eta: 6:27:06 time: 0.0670 data_time: 0.0016 memory: 1152 loss: 1.9726 2022/11/28 16:01:49 - mmengine - INFO - Epoch(train) [49][2000/5005] lr: 6.4953e-02 eta: 6:27:00 time: 0.0666 data_time: 0.0016 memory: 1152 loss: 2.2030 2022/11/28 16:01:56 - mmengine - INFO - Epoch(train) [49][2100/5005] lr: 6.4928e-02 eta: 6:26:54 time: 0.0675 data_time: 0.0015 memory: 1152 loss: 1.9894 2022/11/28 16:02:02 - mmengine - INFO - Epoch(train) [49][2200/5005] lr: 6.4903e-02 eta: 6:26:48 time: 0.0654 data_time: 0.0018 memory: 1152 loss: 2.0350 2022/11/28 16:02:09 - mmengine - INFO - Epoch(train) [49][2300/5005] lr: 6.4878e-02 eta: 6:26:41 time: 0.0749 data_time: 0.0016 memory: 1152 loss: 1.8474 2022/11/28 16:02:16 - mmengine - INFO - Epoch(train) [49][2400/5005] lr: 6.4853e-02 eta: 6:26:35 time: 0.0646 data_time: 0.0016 memory: 1152 loss: 2.0679 2022/11/28 16:02:23 - mmengine - INFO - Epoch(train) [49][2500/5005] lr: 6.4828e-02 eta: 6:26:29 time: 0.0653 data_time: 0.0015 memory: 1152 loss: 2.0840 2022/11/28 16:02:29 - mmengine - INFO - Epoch(train) [49][2600/5005] lr: 6.4803e-02 eta: 6:26:23 time: 0.0663 data_time: 0.0016 memory: 1152 loss: 1.9683 2022/11/28 16:02:36 - mmengine - INFO - Epoch(train) [49][2700/5005] lr: 6.4778e-02 eta: 6:26:16 time: 0.0654 data_time: 0.0015 memory: 1152 loss: 2.1050 2022/11/28 16:02:40 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:02:43 - mmengine - INFO - Epoch(train) [49][2800/5005] lr: 6.4753e-02 eta: 6:26:10 time: 0.0659 data_time: 0.0016 memory: 1152 loss: 1.9775 2022/11/28 16:02:49 - mmengine - INFO - Epoch(train) [49][2900/5005] lr: 6.4728e-02 eta: 6:26:04 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 2.1005 2022/11/28 16:02:56 - mmengine - INFO - Epoch(train) [49][3000/5005] lr: 6.4703e-02 eta: 6:25:57 time: 0.0651 data_time: 0.0017 memory: 1152 loss: 2.2215 2022/11/28 16:03:03 - mmengine - INFO - Epoch(train) [49][3100/5005] lr: 6.4678e-02 eta: 6:25:51 time: 0.0650 data_time: 0.0016 memory: 1152 loss: 1.9292 2022/11/28 16:03:09 - mmengine - INFO - Epoch(train) [49][3200/5005] lr: 6.4653e-02 eta: 6:25:45 time: 0.0671 data_time: 0.0016 memory: 1152 loss: 2.1249 2022/11/28 16:03:16 - mmengine - INFO - Epoch(train) [49][3300/5005] lr: 6.4628e-02 eta: 6:25:38 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 2.1781 2022/11/28 16:03:23 - mmengine - INFO - Epoch(train) [49][3400/5005] lr: 6.4603e-02 eta: 6:25:32 time: 0.0653 data_time: 0.0015 memory: 1152 loss: 2.3573 2022/11/28 16:03:29 - mmengine - INFO - Epoch(train) [49][3500/5005] lr: 6.4578e-02 eta: 6:25:26 time: 0.0729 data_time: 0.0015 memory: 1152 loss: 2.0876 2022/11/28 16:03:36 - mmengine - INFO - Epoch(train) [49][3600/5005] lr: 6.4553e-02 eta: 6:25:20 time: 0.0646 data_time: 0.0016 memory: 1152 loss: 2.1958 2022/11/28 16:03:43 - mmengine - INFO - Epoch(train) [49][3700/5005] lr: 6.4528e-02 eta: 6:25:13 time: 0.0651 data_time: 0.0016 memory: 1152 loss: 1.9761 2022/11/28 16:03:47 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:03:50 - mmengine - INFO - Epoch(train) [49][3800/5005] lr: 6.4503e-02 eta: 6:25:07 time: 0.0659 data_time: 0.0015 memory: 1152 loss: 2.1277 2022/11/28 16:03:56 - mmengine - INFO - Epoch(train) [49][3900/5005] lr: 6.4478e-02 eta: 6:25:00 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 1.8763 2022/11/28 16:04:03 - mmengine - INFO - Epoch(train) [49][4000/5005] lr: 6.4453e-02 eta: 6:24:54 time: 0.0660 data_time: 0.0018 memory: 1152 loss: 2.0830 2022/11/28 16:04:09 - mmengine - INFO - Epoch(train) [49][4100/5005] lr: 6.4428e-02 eta: 6:24:48 time: 0.0656 data_time: 0.0015 memory: 1152 loss: 2.0171 2022/11/28 16:04:16 - mmengine - INFO - Epoch(train) [49][4200/5005] lr: 6.4403e-02 eta: 6:24:42 time: 0.0650 data_time: 0.0016 memory: 1152 loss: 2.3339 2022/11/28 16:04:23 - mmengine - INFO - Epoch(train) [49][4300/5005] lr: 6.4378e-02 eta: 6:24:35 time: 0.0654 data_time: 0.0017 memory: 1152 loss: 1.9982 2022/11/28 16:04:30 - mmengine - INFO - Epoch(train) [49][4400/5005] lr: 6.4353e-02 eta: 6:24:29 time: 0.0662 data_time: 0.0015 memory: 1152 loss: 2.0853 2022/11/28 16:04:36 - mmengine - INFO - Epoch(train) [49][4500/5005] lr: 6.4328e-02 eta: 6:24:23 time: 0.0651 data_time: 0.0017 memory: 1152 loss: 2.0134 2022/11/28 16:04:43 - mmengine - INFO - Epoch(train) [49][4600/5005] lr: 6.4303e-02 eta: 6:24:16 time: 0.0652 data_time: 0.0019 memory: 1152 loss: 1.9954 2022/11/28 16:04:50 - mmengine - INFO - Epoch(train) [49][4700/5005] lr: 6.4277e-02 eta: 6:24:10 time: 0.0654 data_time: 0.0015 memory: 1152 loss: 2.4087 2022/11/28 16:04:54 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:04:56 - mmengine - INFO - Epoch(train) [49][4800/5005] lr: 6.4252e-02 eta: 6:24:04 time: 0.0657 data_time: 0.0018 memory: 1152 loss: 2.1361 2022/11/28 16:05:03 - mmengine - INFO - Epoch(train) [49][4900/5005] lr: 6.4227e-02 eta: 6:23:58 time: 0.0649 data_time: 0.0016 memory: 1152 loss: 2.0162 2022/11/28 16:05:10 - mmengine - INFO - Epoch(train) [49][5000/5005] lr: 6.4202e-02 eta: 6:23:51 time: 0.0660 data_time: 0.0025 memory: 1152 loss: 2.2167 2022/11/28 16:05:10 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:05:10 - mmengine - INFO - Saving checkpoint at 49 epochs 2022/11/28 16:05:15 - mmengine - INFO - Epoch(val) [49][100/196] eta: 0:00:03 time: 0.0371 data_time: 0.0260 memory: 1152 2022/11/28 16:05:28 - mmengine - INFO - Epoch(val) [49][196/196] accuracy/top1: 58.7360 accuracy/top5: 82.3240 2022/11/28 16:05:35 - mmengine - INFO - Epoch(train) [50][ 100/5005] lr: 6.4176e-02 eta: 6:23:45 time: 0.0659 data_time: 0.0015 memory: 1152 loss: 1.9444 2022/11/28 16:05:42 - mmengine - INFO - Epoch(train) [50][ 200/5005] lr: 6.4151e-02 eta: 6:23:39 time: 0.0653 data_time: 0.0017 memory: 1152 loss: 1.9016 2022/11/28 16:05:49 - mmengine - INFO - Epoch(train) [50][ 300/5005] lr: 6.4126e-02 eta: 6:23:33 time: 0.0652 data_time: 0.0016 memory: 1152 loss: 1.9951 2022/11/28 16:05:56 - mmengine - INFO - Epoch(train) [50][ 400/5005] lr: 6.4101e-02 eta: 6:23:26 time: 0.0657 data_time: 0.0015 memory: 1152 loss: 1.9706 2022/11/28 16:06:02 - mmengine - INFO - Epoch(train) [50][ 500/5005] lr: 6.4076e-02 eta: 6:23:20 time: 0.0655 data_time: 0.0015 memory: 1152 loss: 2.0297 2022/11/28 16:06:09 - mmengine - INFO - Epoch(train) [50][ 600/5005] lr: 6.4050e-02 eta: 6:23:14 time: 0.0662 data_time: 0.0015 memory: 1152 loss: 2.3365 2022/11/28 16:06:16 - mmengine - INFO - Epoch(train) [50][ 700/5005] lr: 6.4025e-02 eta: 6:23:07 time: 0.0660 data_time: 0.0016 memory: 1152 loss: 2.1727 2022/11/28 16:06:19 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:06:22 - mmengine - INFO - Epoch(train) [50][ 800/5005] lr: 6.4000e-02 eta: 6:23:01 time: 0.0654 data_time: 0.0015 memory: 1152 loss: 2.2215 2022/11/28 16:06:29 - mmengine - INFO - Epoch(train) [50][ 900/5005] lr: 6.3975e-02 eta: 6:22:55 time: 0.0658 data_time: 0.0016 memory: 1152 loss: 2.1545 2022/11/28 16:06:36 - mmengine - INFO - Epoch(train) [50][1000/5005] lr: 6.3950e-02 eta: 6:22:48 time: 0.0658 data_time: 0.0016 memory: 1152 loss: 2.1343 2022/11/28 16:06:42 - mmengine - INFO - Epoch(train) [50][1100/5005] lr: 6.3925e-02 eta: 6:22:42 time: 0.0658 data_time: 0.0015 memory: 1152 loss: 2.1992 2022/11/28 16:06:49 - mmengine - INFO - Epoch(train) [50][1200/5005] lr: 6.3900e-02 eta: 6:22:36 time: 0.0653 data_time: 0.0016 memory: 1152 loss: 1.9797 2022/11/28 16:06:56 - mmengine - INFO - Epoch(train) [50][1300/5005] lr: 6.3875e-02 eta: 6:22:29 time: 0.0647 data_time: 0.0015 memory: 1152 loss: 2.0991 2022/11/28 16:07:02 - mmengine - INFO - Epoch(train) [50][1400/5005] lr: 6.3850e-02 eta: 6:22:23 time: 0.0653 data_time: 0.0015 memory: 1152 loss: 2.0738 2022/11/28 16:07:09 - mmengine - INFO - Epoch(train) [50][1500/5005] lr: 6.3824e-02 eta: 6:22:17 time: 0.0660 data_time: 0.0015 memory: 1152 loss: 2.0777 2022/11/28 16:07:16 - mmengine - INFO - Epoch(train) [50][1600/5005] lr: 6.3799e-02 eta: 6:22:11 time: 0.0706 data_time: 0.0015 memory: 1152 loss: 2.0170 2022/11/28 16:07:22 - mmengine - INFO - Epoch(train) [50][1700/5005] lr: 6.3774e-02 eta: 6:22:04 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 2.1551 2022/11/28 16:07:26 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:07:29 - mmengine - INFO - Epoch(train) [50][1800/5005] lr: 6.3749e-02 eta: 6:21:58 time: 0.0660 data_time: 0.0016 memory: 1152 loss: 2.0161 2022/11/28 16:07:36 - mmengine - INFO - Epoch(train) [50][1900/5005] lr: 6.3724e-02 eta: 6:21:52 time: 0.0653 data_time: 0.0015 memory: 1152 loss: 2.0868 2022/11/28 16:07:42 - mmengine - INFO - Epoch(train) [50][2000/5005] lr: 6.3699e-02 eta: 6:21:45 time: 0.0655 data_time: 0.0016 memory: 1152 loss: 2.2495 2022/11/28 16:07:49 - mmengine - INFO - Epoch(train) [50][2100/5005] lr: 6.3674e-02 eta: 6:21:39 time: 0.0649 data_time: 0.0017 memory: 1152 loss: 2.0719 2022/11/28 16:07:56 - mmengine - INFO - Epoch(train) [50][2200/5005] lr: 6.3648e-02 eta: 6:21:33 time: 0.0655 data_time: 0.0016 memory: 1152 loss: 2.3103 2022/11/28 16:08:02 - mmengine - INFO - Epoch(train) [50][2300/5005] lr: 6.3623e-02 eta: 6:21:26 time: 0.0648 data_time: 0.0015 memory: 1152 loss: 2.0943 2022/11/28 16:08:09 - mmengine - INFO - Epoch(train) [50][2400/5005] lr: 6.3598e-02 eta: 6:21:20 time: 0.0741 data_time: 0.0015 memory: 1152 loss: 2.0042 2022/11/28 16:08:16 - mmengine - INFO - Epoch(train) [50][2500/5005] lr: 6.3573e-02 eta: 6:21:14 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 2.0455 2022/11/28 16:08:23 - mmengine - INFO - Epoch(train) [50][2600/5005] lr: 6.3548e-02 eta: 6:21:07 time: 0.0652 data_time: 0.0016 memory: 1152 loss: 2.2882 2022/11/28 16:08:29 - mmengine - INFO - Epoch(train) [50][2700/5005] lr: 6.3523e-02 eta: 6:21:01 time: 0.0657 data_time: 0.0016 memory: 1152 loss: 2.0248 2022/11/28 16:08:33 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:08:36 - mmengine - INFO - Epoch(train) [50][2800/5005] lr: 6.3497e-02 eta: 6:20:55 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 2.0504 2022/11/28 16:08:43 - mmengine - INFO - Epoch(train) [50][2900/5005] lr: 6.3472e-02 eta: 6:20:48 time: 0.0652 data_time: 0.0016 memory: 1152 loss: 2.1488 2022/11/28 16:08:49 - mmengine - INFO - Epoch(train) [50][3000/5005] lr: 6.3447e-02 eta: 6:20:42 time: 0.0655 data_time: 0.0019 memory: 1152 loss: 1.9956 2022/11/28 16:08:56 - mmengine - INFO - Epoch(train) [50][3100/5005] lr: 6.3422e-02 eta: 6:20:36 time: 0.0658 data_time: 0.0016 memory: 1152 loss: 2.0864 2022/11/28 16:09:03 - mmengine - INFO - Epoch(train) [50][3200/5005] lr: 6.3397e-02 eta: 6:20:29 time: 0.0658 data_time: 0.0016 memory: 1152 loss: 1.8499 2022/11/28 16:09:09 - mmengine - INFO - Epoch(train) [50][3300/5005] lr: 6.3371e-02 eta: 6:20:23 time: 0.0649 data_time: 0.0015 memory: 1152 loss: 2.0616 2022/11/28 16:09:16 - mmengine - INFO - Epoch(train) [50][3400/5005] lr: 6.3346e-02 eta: 6:20:17 time: 0.0658 data_time: 0.0016 memory: 1152 loss: 2.0031 2022/11/28 16:09:23 - mmengine - INFO - Epoch(train) [50][3500/5005] lr: 6.3321e-02 eta: 6:20:10 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 2.0914 2022/11/28 16:09:29 - mmengine - INFO - Epoch(train) [50][3600/5005] lr: 6.3296e-02 eta: 6:20:04 time: 0.0670 data_time: 0.0016 memory: 1152 loss: 2.0606 2022/11/28 16:09:36 - mmengine - INFO - Epoch(train) [50][3700/5005] lr: 6.3271e-02 eta: 6:19:58 time: 0.0649 data_time: 0.0016 memory: 1152 loss: 2.0141 2022/11/28 16:09:40 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:09:43 - mmengine - INFO - Epoch(train) [50][3800/5005] lr: 6.3245e-02 eta: 6:19:52 time: 0.0651 data_time: 0.0016 memory: 1152 loss: 2.0203 2022/11/28 16:09:50 - mmengine - INFO - Epoch(train) [50][3900/5005] lr: 6.3220e-02 eta: 6:19:45 time: 0.0649 data_time: 0.0016 memory: 1152 loss: 1.8802 2022/11/28 16:09:56 - mmengine - INFO - Epoch(train) [50][4000/5005] lr: 6.3195e-02 eta: 6:19:39 time: 0.0650 data_time: 0.0017 memory: 1152 loss: 2.1980 2022/11/28 16:10:03 - mmengine - INFO - Epoch(train) [50][4100/5005] lr: 6.3170e-02 eta: 6:19:33 time: 0.0660 data_time: 0.0016 memory: 1152 loss: 2.0508 2022/11/28 16:10:10 - mmengine - INFO - Epoch(train) [50][4200/5005] lr: 6.3144e-02 eta: 6:19:26 time: 0.0656 data_time: 0.0020 memory: 1152 loss: 2.0050 2022/11/28 16:10:16 - mmengine - INFO - Epoch(train) [50][4300/5005] lr: 6.3119e-02 eta: 6:19:20 time: 0.0656 data_time: 0.0016 memory: 1152 loss: 1.9599 2022/11/28 16:10:23 - mmengine - INFO - Epoch(train) [50][4400/5005] lr: 6.3094e-02 eta: 6:19:14 time: 0.0670 data_time: 0.0017 memory: 1152 loss: 2.1652 2022/11/28 16:10:30 - mmengine - INFO - Epoch(train) [50][4500/5005] lr: 6.3069e-02 eta: 6:19:08 time: 0.0654 data_time: 0.0015 memory: 1152 loss: 2.2273 2022/11/28 16:10:37 - mmengine - INFO - Epoch(train) [50][4600/5005] lr: 6.3043e-02 eta: 6:19:01 time: 0.0659 data_time: 0.0016 memory: 1152 loss: 2.0799 2022/11/28 16:10:43 - mmengine - INFO - Epoch(train) [50][4700/5005] lr: 6.3018e-02 eta: 6:18:55 time: 0.0653 data_time: 0.0016 memory: 1152 loss: 2.0753 2022/11/28 16:10:47 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:10:50 - mmengine - INFO - Epoch(train) [50][4800/5005] lr: 6.2993e-02 eta: 6:18:49 time: 0.0709 data_time: 0.0016 memory: 1152 loss: 2.2655 2022/11/28 16:10:57 - mmengine - INFO - Epoch(train) [50][4900/5005] lr: 6.2968e-02 eta: 6:18:43 time: 0.0660 data_time: 0.0020 memory: 1152 loss: 1.8840 2022/11/28 16:11:03 - mmengine - INFO - Epoch(train) [50][5000/5005] lr: 6.2942e-02 eta: 6:18:36 time: 0.0655 data_time: 0.0025 memory: 1152 loss: 2.0476 2022/11/28 16:11:04 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:11:04 - mmengine - INFO - Saving checkpoint at 50 epochs 2022/11/28 16:11:09 - mmengine - INFO - Epoch(val) [50][100/196] eta: 0:00:03 time: 0.0368 data_time: 0.0167 memory: 1152 2022/11/28 16:11:22 - mmengine - INFO - Epoch(val) [50][196/196] accuracy/top1: 58.8400 accuracy/top5: 82.4400 2022/11/28 16:11:29 - mmengine - INFO - Epoch(train) [51][ 100/5005] lr: 6.2916e-02 eta: 6:18:30 time: 0.0653 data_time: 0.0016 memory: 1152 loss: 1.7501 2022/11/28 16:11:36 - mmengine - INFO - Epoch(train) [51][ 200/5005] lr: 6.2891e-02 eta: 6:18:24 time: 0.0656 data_time: 0.0016 memory: 1152 loss: 2.0332 2022/11/28 16:11:42 - mmengine - INFO - Epoch(train) [51][ 300/5005] lr: 6.2865e-02 eta: 6:18:17 time: 0.0655 data_time: 0.0016 memory: 1152 loss: 2.0494 2022/11/28 16:11:49 - mmengine - INFO - Epoch(train) [51][ 400/5005] lr: 6.2840e-02 eta: 6:18:11 time: 0.0650 data_time: 0.0015 memory: 1152 loss: 1.9475 2022/11/28 16:11:56 - mmengine - INFO - Epoch(train) [51][ 500/5005] lr: 6.2815e-02 eta: 6:18:05 time: 0.0716 data_time: 0.0015 memory: 1152 loss: 2.0917 2022/11/28 16:12:02 - mmengine - INFO - Epoch(train) [51][ 600/5005] lr: 6.2790e-02 eta: 6:17:58 time: 0.0660 data_time: 0.0018 memory: 1152 loss: 1.9332 2022/11/28 16:12:09 - mmengine - INFO - Epoch(train) [51][ 700/5005] lr: 6.2764e-02 eta: 6:17:52 time: 0.0657 data_time: 0.0015 memory: 1152 loss: 2.2661 2022/11/28 16:12:12 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:12:16 - mmengine - INFO - Epoch(train) [51][ 800/5005] lr: 6.2739e-02 eta: 6:17:46 time: 0.0645 data_time: 0.0017 memory: 1152 loss: 1.9986 2022/11/28 16:12:22 - mmengine - INFO - Epoch(train) [51][ 900/5005] lr: 6.2714e-02 eta: 6:17:39 time: 0.0659 data_time: 0.0020 memory: 1152 loss: 2.0768 2022/11/28 16:12:29 - mmengine - INFO - Epoch(train) [51][1000/5005] lr: 6.2688e-02 eta: 6:17:33 time: 0.0656 data_time: 0.0016 memory: 1152 loss: 1.9686 2022/11/28 16:12:36 - mmengine - INFO - Epoch(train) [51][1100/5005] lr: 6.2663e-02 eta: 6:17:27 time: 0.0657 data_time: 0.0015 memory: 1152 loss: 2.0119 2022/11/28 16:12:42 - mmengine - INFO - Epoch(train) [51][1200/5005] lr: 6.2638e-02 eta: 6:17:20 time: 0.0652 data_time: 0.0016 memory: 1152 loss: 2.0613 2022/11/28 16:12:49 - mmengine - INFO - Epoch(train) [51][1300/5005] lr: 6.2612e-02 eta: 6:17:14 time: 0.0657 data_time: 0.0016 memory: 1152 loss: 1.9527 2022/11/28 16:12:56 - mmengine - INFO - Epoch(train) [51][1400/5005] lr: 6.2587e-02 eta: 6:17:08 time: 0.0654 data_time: 0.0015 memory: 1152 loss: 2.1157 2022/11/28 16:13:02 - mmengine - INFO - Epoch(train) [51][1500/5005] lr: 6.2562e-02 eta: 6:17:01 time: 0.0653 data_time: 0.0016 memory: 1152 loss: 1.9863 2022/11/28 16:13:09 - mmengine - INFO - Epoch(train) [51][1600/5005] lr: 6.2537e-02 eta: 6:16:55 time: 0.0653 data_time: 0.0016 memory: 1152 loss: 1.9649 2022/11/28 16:13:16 - mmengine - INFO - Epoch(train) [51][1700/5005] lr: 6.2511e-02 eta: 6:16:48 time: 0.0660 data_time: 0.0017 memory: 1152 loss: 2.1627 2022/11/28 16:13:19 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:13:22 - mmengine - INFO - Epoch(train) [51][1800/5005] lr: 6.2486e-02 eta: 6:16:42 time: 0.0656 data_time: 0.0016 memory: 1152 loss: 2.0124 2022/11/28 16:13:29 - mmengine - INFO - Epoch(train) [51][1900/5005] lr: 6.2461e-02 eta: 6:16:36 time: 0.0649 data_time: 0.0016 memory: 1152 loss: 2.0936 2022/11/28 16:13:36 - mmengine - INFO - Epoch(train) [51][2000/5005] lr: 6.2435e-02 eta: 6:16:30 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 2.0517 2022/11/28 16:13:42 - mmengine - INFO - Epoch(train) [51][2100/5005] lr: 6.2410e-02 eta: 6:16:23 time: 0.0652 data_time: 0.0017 memory: 1152 loss: 1.9672 2022/11/28 16:13:49 - mmengine - INFO - Epoch(train) [51][2200/5005] lr: 6.2385e-02 eta: 6:16:17 time: 0.0652 data_time: 0.0017 memory: 1152 loss: 2.0454 2022/11/28 16:13:56 - mmengine - INFO - Epoch(train) [51][2300/5005] lr: 6.2359e-02 eta: 6:16:11 time: 0.0648 data_time: 0.0016 memory: 1152 loss: 1.9715 2022/11/28 16:14:03 - mmengine - INFO - Epoch(train) [51][2400/5005] lr: 6.2334e-02 eta: 6:16:04 time: 0.0664 data_time: 0.0016 memory: 1152 loss: 2.2486 2022/11/28 16:14:09 - mmengine - INFO - Epoch(train) [51][2500/5005] lr: 6.2309e-02 eta: 6:15:58 time: 0.0649 data_time: 0.0017 memory: 1152 loss: 2.0559 2022/11/28 16:14:16 - mmengine - INFO - Epoch(train) [51][2600/5005] lr: 6.2283e-02 eta: 6:15:52 time: 0.0657 data_time: 0.0016 memory: 1152 loss: 1.8422 2022/11/28 16:14:23 - mmengine - INFO - Epoch(train) [51][2700/5005] lr: 6.2258e-02 eta: 6:15:45 time: 0.0661 data_time: 0.0016 memory: 1152 loss: 2.1426 2022/11/28 16:14:26 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:14:29 - mmengine - INFO - Epoch(train) [51][2800/5005] lr: 6.2232e-02 eta: 6:15:39 time: 0.0648 data_time: 0.0015 memory: 1152 loss: 2.0742 2022/11/28 16:14:36 - mmengine - INFO - Epoch(train) [51][2900/5005] lr: 6.2207e-02 eta: 6:15:33 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 2.1282 2022/11/28 16:14:43 - mmengine - INFO - Epoch(train) [51][3000/5005] lr: 6.2182e-02 eta: 6:15:26 time: 0.0652 data_time: 0.0016 memory: 1152 loss: 2.0968 2022/11/28 16:14:49 - mmengine - INFO - Epoch(train) [51][3100/5005] lr: 6.2156e-02 eta: 6:15:20 time: 0.0650 data_time: 0.0016 memory: 1152 loss: 2.1543 2022/11/28 16:14:56 - mmengine - INFO - Epoch(train) [51][3200/5005] lr: 6.2131e-02 eta: 6:15:14 time: 0.0651 data_time: 0.0016 memory: 1152 loss: 2.0683 2022/11/28 16:15:03 - mmengine - INFO - Epoch(train) [51][3300/5005] lr: 6.2106e-02 eta: 6:15:07 time: 0.0721 data_time: 0.0016 memory: 1152 loss: 1.8785 2022/11/28 16:15:09 - mmengine - INFO - Epoch(train) [51][3400/5005] lr: 6.2080e-02 eta: 6:15:01 time: 0.0653 data_time: 0.0016 memory: 1152 loss: 2.1190 2022/11/28 16:15:16 - mmengine - INFO - Epoch(train) [51][3500/5005] lr: 6.2055e-02 eta: 6:14:55 time: 0.0650 data_time: 0.0017 memory: 1152 loss: 2.1196 2022/11/28 16:15:23 - mmengine - INFO - Epoch(train) [51][3600/5005] lr: 6.2030e-02 eta: 6:14:48 time: 0.0732 data_time: 0.0017 memory: 1152 loss: 2.1209 2022/11/28 16:15:29 - mmengine - INFO - Epoch(train) [51][3700/5005] lr: 6.2004e-02 eta: 6:14:42 time: 0.0653 data_time: 0.0017 memory: 1152 loss: 2.1915 2022/11/28 16:15:33 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:15:36 - mmengine - INFO - Epoch(train) [51][3800/5005] lr: 6.1979e-02 eta: 6:14:36 time: 0.0654 data_time: 0.0016 memory: 1152 loss: 1.9988 2022/11/28 16:15:43 - mmengine - INFO - Epoch(train) [51][3900/5005] lr: 6.1953e-02 eta: 6:14:29 time: 0.0657 data_time: 0.0015 memory: 1152 loss: 1.9787 2022/11/28 16:15:49 - mmengine - INFO - Epoch(train) [51][4000/5005] lr: 6.1928e-02 eta: 6:14:23 time: 0.0652 data_time: 0.0019 memory: 1152 loss: 2.1104 2022/11/28 16:15:56 - mmengine - INFO - Epoch(train) [51][4100/5005] lr: 6.1903e-02 eta: 6:14:17 time: 0.0659 data_time: 0.0019 memory: 1152 loss: 1.9783 2022/11/28 16:16:03 - mmengine - INFO - Epoch(train) [51][4200/5005] lr: 6.1877e-02 eta: 6:14:10 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 2.3155 2022/11/28 16:16:09 - mmengine - INFO - Epoch(train) [51][4300/5005] lr: 6.1852e-02 eta: 6:14:04 time: 0.0655 data_time: 0.0019 memory: 1152 loss: 2.1979 2022/11/28 16:16:16 - mmengine - INFO - Epoch(train) [51][4400/5005] lr: 6.1826e-02 eta: 6:13:57 time: 0.0654 data_time: 0.0016 memory: 1152 loss: 1.8701 2022/11/28 16:16:23 - mmengine - INFO - Epoch(train) [51][4500/5005] lr: 6.1801e-02 eta: 6:13:51 time: 0.0652 data_time: 0.0018 memory: 1152 loss: 1.9345 2022/11/28 16:16:30 - mmengine - INFO - Epoch(train) [51][4600/5005] lr: 6.1775e-02 eta: 6:13:45 time: 0.0658 data_time: 0.0016 memory: 1152 loss: 2.0424 2022/11/28 16:16:37 - mmengine - INFO - Epoch(train) [51][4700/5005] lr: 6.1750e-02 eta: 6:13:39 time: 0.0655 data_time: 0.0018 memory: 1152 loss: 2.1551 2022/11/28 16:16:40 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:16:43 - mmengine - INFO - Epoch(train) [51][4800/5005] lr: 6.1725e-02 eta: 6:13:33 time: 0.0650 data_time: 0.0017 memory: 1152 loss: 1.8462 2022/11/28 16:16:50 - mmengine - INFO - Epoch(train) [51][4900/5005] lr: 6.1699e-02 eta: 6:13:27 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 2.0081 2022/11/28 16:16:57 - mmengine - INFO - Epoch(train) [51][5000/5005] lr: 6.1674e-02 eta: 6:13:20 time: 0.0663 data_time: 0.0027 memory: 1152 loss: 2.0056 2022/11/28 16:16:57 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:16:57 - mmengine - INFO - Saving checkpoint at 51 epochs 2022/11/28 16:17:02 - mmengine - INFO - Epoch(val) [51][100/196] eta: 0:00:03 time: 0.0381 data_time: 0.0264 memory: 1152 2022/11/28 16:17:15 - mmengine - INFO - Epoch(val) [51][196/196] accuracy/top1: 58.4280 accuracy/top5: 82.1600 2022/11/28 16:17:22 - mmengine - INFO - Epoch(train) [52][ 100/5005] lr: 6.1647e-02 eta: 6:13:14 time: 0.0656 data_time: 0.0016 memory: 1152 loss: 2.1472 2022/11/28 16:17:29 - mmengine - INFO - Epoch(train) [52][ 200/5005] lr: 6.1622e-02 eta: 6:13:08 time: 0.0665 data_time: 0.0016 memory: 1152 loss: 2.1476 2022/11/28 16:17:36 - mmengine - INFO - Epoch(train) [52][ 300/5005] lr: 6.1596e-02 eta: 6:13:01 time: 0.0653 data_time: 0.0017 memory: 1152 loss: 1.9774 2022/11/28 16:17:42 - mmengine - INFO - Epoch(train) [52][ 400/5005] lr: 6.1571e-02 eta: 6:12:55 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 1.8520 2022/11/28 16:17:49 - mmengine - INFO - Epoch(train) [52][ 500/5005] lr: 6.1545e-02 eta: 6:12:49 time: 0.0657 data_time: 0.0016 memory: 1152 loss: 2.2230 2022/11/28 16:17:56 - mmengine - INFO - Epoch(train) [52][ 600/5005] lr: 6.1520e-02 eta: 6:12:42 time: 0.0656 data_time: 0.0015 memory: 1152 loss: 1.9705 2022/11/28 16:18:02 - mmengine - INFO - Epoch(train) [52][ 700/5005] lr: 6.1494e-02 eta: 6:12:36 time: 0.0656 data_time: 0.0016 memory: 1152 loss: 1.8815 2022/11/28 16:18:05 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:18:09 - mmengine - INFO - Epoch(train) [52][ 800/5005] lr: 6.1469e-02 eta: 6:12:29 time: 0.0658 data_time: 0.0017 memory: 1152 loss: 2.0157 2022/11/28 16:18:16 - mmengine - INFO - Epoch(train) [52][ 900/5005] lr: 6.1444e-02 eta: 6:12:23 time: 0.0662 data_time: 0.0016 memory: 1152 loss: 2.2648 2022/11/28 16:18:22 - mmengine - INFO - Epoch(train) [52][1000/5005] lr: 6.1418e-02 eta: 6:12:17 time: 0.0662 data_time: 0.0016 memory: 1152 loss: 1.8830 2022/11/28 16:18:29 - mmengine - INFO - Epoch(train) [52][1100/5005] lr: 6.1393e-02 eta: 6:12:11 time: 0.0655 data_time: 0.0016 memory: 1152 loss: 1.9939 2022/11/28 16:18:36 - mmengine - INFO - Epoch(train) [52][1200/5005] lr: 6.1367e-02 eta: 6:12:04 time: 0.0655 data_time: 0.0016 memory: 1152 loss: 2.1318 2022/11/28 16:18:43 - mmengine - INFO - Epoch(train) [52][1300/5005] lr: 6.1342e-02 eta: 6:11:58 time: 0.0656 data_time: 0.0016 memory: 1152 loss: 1.9916 2022/11/28 16:18:49 - mmengine - INFO - Epoch(train) [52][1400/5005] lr: 6.1316e-02 eta: 6:11:52 time: 0.0648 data_time: 0.0017 memory: 1152 loss: 1.7798 2022/11/28 16:18:56 - mmengine - INFO - Epoch(train) [52][1500/5005] lr: 6.1291e-02 eta: 6:11:45 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 2.0658 2022/11/28 16:19:03 - mmengine - INFO - Epoch(train) [52][1600/5005] lr: 6.1265e-02 eta: 6:11:39 time: 0.0658 data_time: 0.0016 memory: 1152 loss: 2.1121 2022/11/28 16:19:09 - mmengine - INFO - Epoch(train) [52][1700/5005] lr: 6.1240e-02 eta: 6:11:33 time: 0.0652 data_time: 0.0016 memory: 1152 loss: 2.0382 2022/11/28 16:19:12 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:19:16 - mmengine - INFO - Epoch(train) [52][1800/5005] lr: 6.1214e-02 eta: 6:11:26 time: 0.0654 data_time: 0.0016 memory: 1152 loss: 1.9047 2022/11/28 16:19:23 - mmengine - INFO - Epoch(train) [52][1900/5005] lr: 6.1189e-02 eta: 6:11:20 time: 0.0653 data_time: 0.0016 memory: 1152 loss: 1.9762 2022/11/28 16:19:29 - mmengine - INFO - Epoch(train) [52][2000/5005] lr: 6.1163e-02 eta: 6:11:13 time: 0.0654 data_time: 0.0018 memory: 1152 loss: 1.9487 2022/11/28 16:19:36 - mmengine - INFO - Epoch(train) [52][2100/5005] lr: 6.1138e-02 eta: 6:11:07 time: 0.0658 data_time: 0.0017 memory: 1152 loss: 2.2171 2022/11/28 16:19:43 - mmengine - INFO - Epoch(train) [52][2200/5005] lr: 6.1112e-02 eta: 6:11:01 time: 0.0658 data_time: 0.0017 memory: 1152 loss: 2.0395 2022/11/28 16:19:49 - mmengine - INFO - Epoch(train) [52][2300/5005] lr: 6.1087e-02 eta: 6:10:54 time: 0.0650 data_time: 0.0018 memory: 1152 loss: 2.0441 2022/11/28 16:19:56 - mmengine - INFO - Epoch(train) [52][2400/5005] lr: 6.1061e-02 eta: 6:10:48 time: 0.0651 data_time: 0.0016 memory: 1152 loss: 2.0141 2022/11/28 16:20:03 - mmengine - INFO - Epoch(train) [52][2500/5005] lr: 6.1036e-02 eta: 6:10:42 time: 0.0738 data_time: 0.0016 memory: 1152 loss: 2.1118 2022/11/28 16:20:10 - mmengine - INFO - Epoch(train) [52][2600/5005] lr: 6.1010e-02 eta: 6:10:36 time: 0.0876 data_time: 0.0016 memory: 1152 loss: 2.0595 2022/11/28 16:20:17 - mmengine - INFO - Epoch(train) [52][2700/5005] lr: 6.0985e-02 eta: 6:10:30 time: 0.0670 data_time: 0.0016 memory: 1152 loss: 2.1202 2022/11/28 16:20:20 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:20:23 - mmengine - INFO - Epoch(train) [52][2800/5005] lr: 6.0959e-02 eta: 6:10:23 time: 0.0645 data_time: 0.0015 memory: 1152 loss: 1.9609 2022/11/28 16:20:30 - mmengine - INFO - Epoch(train) [52][2900/5005] lr: 6.0934e-02 eta: 6:10:17 time: 0.0657 data_time: 0.0019 memory: 1152 loss: 2.2143 2022/11/28 16:20:37 - mmengine - INFO - Epoch(train) [52][3000/5005] lr: 6.0908e-02 eta: 6:10:11 time: 0.0659 data_time: 0.0016 memory: 1152 loss: 1.9051 2022/11/28 16:20:43 - mmengine - INFO - Epoch(train) [52][3100/5005] lr: 6.0883e-02 eta: 6:10:04 time: 0.0657 data_time: 0.0019 memory: 1152 loss: 1.9934 2022/11/28 16:20:50 - mmengine - INFO - Epoch(train) [52][3200/5005] lr: 6.0857e-02 eta: 6:09:58 time: 0.0665 data_time: 0.0016 memory: 1152 loss: 2.3239 2022/11/28 16:20:57 - mmengine - INFO - Epoch(train) [52][3300/5005] lr: 6.0832e-02 eta: 6:09:52 time: 0.0653 data_time: 0.0016 memory: 1152 loss: 2.2309 2022/11/28 16:21:03 - mmengine - INFO - Epoch(train) [52][3400/5005] lr: 6.0806e-02 eta: 6:09:45 time: 0.0655 data_time: 0.0016 memory: 1152 loss: 2.1171 2022/11/28 16:21:10 - mmengine - INFO - Epoch(train) [52][3500/5005] lr: 6.0781e-02 eta: 6:09:39 time: 0.0722 data_time: 0.0016 memory: 1152 loss: 1.9110 2022/11/28 16:21:17 - mmengine - INFO - Epoch(train) [52][3600/5005] lr: 6.0755e-02 eta: 6:09:33 time: 0.0657 data_time: 0.0016 memory: 1152 loss: 2.1302 2022/11/28 16:21:24 - mmengine - INFO - Epoch(train) [52][3700/5005] lr: 6.0729e-02 eta: 6:09:27 time: 0.0657 data_time: 0.0016 memory: 1152 loss: 2.1169 2022/11/28 16:21:27 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:21:30 - mmengine - INFO - Epoch(train) [52][3800/5005] lr: 6.0704e-02 eta: 6:09:20 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 2.3485 2022/11/28 16:21:37 - mmengine - INFO - Epoch(train) [52][3900/5005] lr: 6.0678e-02 eta: 6:09:14 time: 0.0654 data_time: 0.0017 memory: 1152 loss: 2.3593 2022/11/28 16:21:44 - mmengine - INFO - Epoch(train) [52][4000/5005] lr: 6.0653e-02 eta: 6:09:08 time: 0.0656 data_time: 0.0016 memory: 1152 loss: 1.9433 2022/11/28 16:21:50 - mmengine - INFO - Epoch(train) [52][4100/5005] lr: 6.0627e-02 eta: 6:09:01 time: 0.0650 data_time: 0.0016 memory: 1152 loss: 2.0271 2022/11/28 16:21:57 - mmengine - INFO - Epoch(train) [52][4200/5005] lr: 6.0602e-02 eta: 6:08:55 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 1.7822 2022/11/28 16:22:04 - mmengine - INFO - Epoch(train) [52][4300/5005] lr: 6.0576e-02 eta: 6:08:49 time: 0.0653 data_time: 0.0016 memory: 1152 loss: 2.2046 2022/11/28 16:22:10 - mmengine - INFO - Epoch(train) [52][4400/5005] lr: 6.0551e-02 eta: 6:08:42 time: 0.0657 data_time: 0.0017 memory: 1152 loss: 2.1433 2022/11/28 16:22:17 - mmengine - INFO - Epoch(train) [52][4500/5005] lr: 6.0525e-02 eta: 6:08:36 time: 0.0653 data_time: 0.0020 memory: 1152 loss: 2.3357 2022/11/28 16:22:24 - mmengine - INFO - Epoch(train) [52][4600/5005] lr: 6.0499e-02 eta: 6:08:29 time: 0.0658 data_time: 0.0019 memory: 1152 loss: 2.2113 2022/11/28 16:22:31 - mmengine - INFO - Epoch(train) [52][4700/5005] lr: 6.0474e-02 eta: 6:08:23 time: 0.0727 data_time: 0.0016 memory: 1152 loss: 2.0132 2022/11/28 16:22:34 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:22:37 - mmengine - INFO - Epoch(train) [52][4800/5005] lr: 6.0448e-02 eta: 6:08:17 time: 0.0654 data_time: 0.0016 memory: 1152 loss: 1.9234 2022/11/28 16:22:44 - mmengine - INFO - Epoch(train) [52][4900/5005] lr: 6.0423e-02 eta: 6:08:11 time: 0.0654 data_time: 0.0017 memory: 1152 loss: 1.9755 2022/11/28 16:22:51 - mmengine - INFO - Epoch(train) [52][5000/5005] lr: 6.0397e-02 eta: 6:08:05 time: 0.0658 data_time: 0.0024 memory: 1152 loss: 1.8976 2022/11/28 16:22:51 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:22:51 - mmengine - INFO - Saving checkpoint at 52 epochs 2022/11/28 16:22:56 - mmengine - INFO - Epoch(val) [52][100/196] eta: 0:00:04 time: 0.0412 data_time: 0.0300 memory: 1152 2022/11/28 16:23:10 - mmengine - INFO - Epoch(val) [52][196/196] accuracy/top1: 58.7340 accuracy/top5: 82.3420 2022/11/28 16:23:17 - mmengine - INFO - Epoch(train) [53][ 100/5005] lr: 6.0370e-02 eta: 6:07:58 time: 0.0732 data_time: 0.0020 memory: 1152 loss: 2.1749 2022/11/28 16:23:24 - mmengine - INFO - Epoch(train) [53][ 200/5005] lr: 6.0345e-02 eta: 6:07:52 time: 0.0656 data_time: 0.0021 memory: 1152 loss: 1.9270 2022/11/28 16:23:31 - mmengine - INFO - Epoch(train) [53][ 300/5005] lr: 6.0319e-02 eta: 6:07:46 time: 0.0681 data_time: 0.0019 memory: 1152 loss: 1.5306 2022/11/28 16:23:37 - mmengine - INFO - Epoch(train) [53][ 400/5005] lr: 6.0293e-02 eta: 6:07:40 time: 0.0661 data_time: 0.0018 memory: 1152 loss: 2.0856 2022/11/28 16:23:44 - mmengine - INFO - Epoch(train) [53][ 500/5005] lr: 6.0268e-02 eta: 6:07:33 time: 0.0655 data_time: 0.0016 memory: 1152 loss: 2.0092 2022/11/28 16:23:51 - mmengine - INFO - Epoch(train) [53][ 600/5005] lr: 6.0242e-02 eta: 6:07:27 time: 0.0669 data_time: 0.0016 memory: 1152 loss: 1.9757 2022/11/28 16:23:57 - mmengine - INFO - Epoch(train) [53][ 700/5005] lr: 6.0217e-02 eta: 6:07:21 time: 0.0651 data_time: 0.0018 memory: 1152 loss: 1.8271 2022/11/28 16:24:00 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:24:04 - mmengine - INFO - Epoch(train) [53][ 800/5005] lr: 6.0191e-02 eta: 6:07:14 time: 0.0661 data_time: 0.0016 memory: 1152 loss: 2.0661 2022/11/28 16:24:11 - mmengine - INFO - Epoch(train) [53][ 900/5005] lr: 6.0165e-02 eta: 6:07:08 time: 0.0663 data_time: 0.0017 memory: 1152 loss: 1.9155 2022/11/28 16:24:18 - mmengine - INFO - Epoch(train) [53][1000/5005] lr: 6.0140e-02 eta: 6:07:02 time: 0.0660 data_time: 0.0017 memory: 1152 loss: 1.8967 2022/11/28 16:24:24 - mmengine - INFO - Epoch(train) [53][1100/5005] lr: 6.0114e-02 eta: 6:06:55 time: 0.0655 data_time: 0.0019 memory: 1152 loss: 2.1558 2022/11/28 16:24:31 - mmengine - INFO - Epoch(train) [53][1200/5005] lr: 6.0089e-02 eta: 6:06:49 time: 0.0655 data_time: 0.0021 memory: 1152 loss: 1.8031 2022/11/28 16:24:38 - mmengine - INFO - Epoch(train) [53][1300/5005] lr: 6.0063e-02 eta: 6:06:43 time: 0.0650 data_time: 0.0017 memory: 1152 loss: 1.9807 2022/11/28 16:24:44 - mmengine - INFO - Epoch(train) [53][1400/5005] lr: 6.0037e-02 eta: 6:06:37 time: 0.0662 data_time: 0.0018 memory: 1152 loss: 2.1745 2022/11/28 16:24:51 - mmengine - INFO - Epoch(train) [53][1500/5005] lr: 6.0012e-02 eta: 6:06:30 time: 0.0658 data_time: 0.0018 memory: 1152 loss: 1.8581 2022/11/28 16:24:58 - mmengine - INFO - Epoch(train) [53][1600/5005] lr: 5.9986e-02 eta: 6:06:24 time: 0.0657 data_time: 0.0016 memory: 1152 loss: 2.1035 2022/11/28 16:25:05 - mmengine - INFO - Epoch(train) [53][1700/5005] lr: 5.9961e-02 eta: 6:06:18 time: 0.0719 data_time: 0.0016 memory: 1152 loss: 1.9194 2022/11/28 16:25:07 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:25:11 - mmengine - INFO - Epoch(train) [53][1800/5005] lr: 5.9935e-02 eta: 6:06:11 time: 0.0664 data_time: 0.0016 memory: 1152 loss: 2.0612 2022/11/28 16:25:18 - mmengine - INFO - Epoch(train) [53][1900/5005] lr: 5.9909e-02 eta: 6:06:05 time: 0.0653 data_time: 0.0016 memory: 1152 loss: 2.0567 2022/11/28 16:25:25 - mmengine - INFO - Epoch(train) [53][2000/5005] lr: 5.9884e-02 eta: 6:05:59 time: 0.0649 data_time: 0.0016 memory: 1152 loss: 2.2179 2022/11/28 16:25:31 - mmengine - INFO - Epoch(train) [53][2100/5005] lr: 5.9858e-02 eta: 6:05:52 time: 0.0664 data_time: 0.0015 memory: 1152 loss: 2.0899 2022/11/28 16:25:38 - mmengine - INFO - Epoch(train) [53][2200/5005] lr: 5.9832e-02 eta: 6:05:46 time: 0.0649 data_time: 0.0016 memory: 1152 loss: 2.1117 2022/11/28 16:25:45 - mmengine - INFO - Epoch(train) [53][2300/5005] lr: 5.9807e-02 eta: 6:05:39 time: 0.0652 data_time: 0.0016 memory: 1152 loss: 2.0361 2022/11/28 16:25:52 - mmengine - INFO - Epoch(train) [53][2400/5005] lr: 5.9781e-02 eta: 6:05:33 time: 0.0665 data_time: 0.0016 memory: 1152 loss: 2.0016 2022/11/28 16:25:58 - mmengine - INFO - Epoch(train) [53][2500/5005] lr: 5.9755e-02 eta: 6:05:27 time: 0.0696 data_time: 0.0016 memory: 1152 loss: 2.2812 2022/11/28 16:26:05 - mmengine - INFO - Epoch(train) [53][2600/5005] lr: 5.9730e-02 eta: 6:05:21 time: 0.0655 data_time: 0.0016 memory: 1152 loss: 2.3694 2022/11/28 16:26:12 - mmengine - INFO - Epoch(train) [53][2700/5005] lr: 5.9704e-02 eta: 6:05:14 time: 0.0659 data_time: 0.0016 memory: 1152 loss: 1.9653 2022/11/28 16:26:14 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:26:19 - mmengine - INFO - Epoch(train) [53][2800/5005] lr: 5.9678e-02 eta: 6:05:08 time: 0.0658 data_time: 0.0017 memory: 1152 loss: 2.0459 2022/11/28 16:26:25 - mmengine - INFO - Epoch(train) [53][2900/5005] lr: 5.9653e-02 eta: 6:05:02 time: 0.0667 data_time: 0.0018 memory: 1152 loss: 2.2490 2022/11/28 16:26:32 - mmengine - INFO - Epoch(train) [53][3000/5005] lr: 5.9627e-02 eta: 6:04:55 time: 0.0664 data_time: 0.0016 memory: 1152 loss: 1.8979 2022/11/28 16:26:39 - mmengine - INFO - Epoch(train) [53][3100/5005] lr: 5.9601e-02 eta: 6:04:49 time: 0.0661 data_time: 0.0017 memory: 1152 loss: 2.0537 2022/11/28 16:26:45 - mmengine - INFO - Epoch(train) [53][3200/5005] lr: 5.9576e-02 eta: 6:04:43 time: 0.0654 data_time: 0.0017 memory: 1152 loss: 1.9170 2022/11/28 16:26:52 - mmengine - INFO - Epoch(train) [53][3300/5005] lr: 5.9550e-02 eta: 6:04:36 time: 0.0666 data_time: 0.0018 memory: 1152 loss: 2.0396 2022/11/28 16:26:59 - mmengine - INFO - Epoch(train) [53][3400/5005] lr: 5.9524e-02 eta: 6:04:30 time: 0.0657 data_time: 0.0019 memory: 1152 loss: 1.8364 2022/11/28 16:27:05 - mmengine - INFO - Epoch(train) [53][3500/5005] lr: 5.9499e-02 eta: 6:04:24 time: 0.0671 data_time: 0.0016 memory: 1152 loss: 2.1486 2022/11/28 16:27:12 - mmengine - INFO - Epoch(train) [53][3600/5005] lr: 5.9473e-02 eta: 6:04:17 time: 0.0658 data_time: 0.0019 memory: 1152 loss: 2.0453 2022/11/28 16:27:19 - mmengine - INFO - Epoch(train) [53][3700/5005] lr: 5.9447e-02 eta: 6:04:11 time: 0.0671 data_time: 0.0016 memory: 1152 loss: 1.7905 2022/11/28 16:27:21 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:27:26 - mmengine - INFO - Epoch(train) [53][3800/5005] lr: 5.9422e-02 eta: 6:04:05 time: 0.0655 data_time: 0.0019 memory: 1152 loss: 2.0196 2022/11/28 16:27:32 - mmengine - INFO - Epoch(train) [53][3900/5005] lr: 5.9396e-02 eta: 6:03:58 time: 0.0656 data_time: 0.0015 memory: 1152 loss: 1.7028 2022/11/28 16:27:39 - mmengine - INFO - Epoch(train) [53][4000/5005] lr: 5.9370e-02 eta: 6:03:52 time: 0.0652 data_time: 0.0019 memory: 1152 loss: 2.0007 2022/11/28 16:27:46 - mmengine - INFO - Epoch(train) [53][4100/5005] lr: 5.9345e-02 eta: 6:03:46 time: 0.0651 data_time: 0.0016 memory: 1152 loss: 2.1955 2022/11/28 16:27:53 - mmengine - INFO - Epoch(train) [53][4200/5005] lr: 5.9319e-02 eta: 6:03:40 time: 0.0670 data_time: 0.0015 memory: 1152 loss: 1.9143 2022/11/28 16:27:59 - mmengine - INFO - Epoch(train) [53][4300/5005] lr: 5.9293e-02 eta: 6:03:34 time: 0.0655 data_time: 0.0016 memory: 1152 loss: 2.2610 2022/11/28 16:28:06 - mmengine - INFO - Epoch(train) [53][4400/5005] lr: 5.9268e-02 eta: 6:03:27 time: 0.0645 data_time: 0.0016 memory: 1152 loss: 2.0075 2022/11/28 16:28:13 - mmengine - INFO - Epoch(train) [53][4500/5005] lr: 5.9242e-02 eta: 6:03:21 time: 0.0656 data_time: 0.0017 memory: 1152 loss: 2.0162 2022/11/28 16:28:20 - mmengine - INFO - Epoch(train) [53][4600/5005] lr: 5.9216e-02 eta: 6:03:15 time: 0.0648 data_time: 0.0018 memory: 1152 loss: 1.9363 2022/11/28 16:28:26 - mmengine - INFO - Epoch(train) [53][4700/5005] lr: 5.9190e-02 eta: 6:03:08 time: 0.0661 data_time: 0.0016 memory: 1152 loss: 1.9877 2022/11/28 16:28:29 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:28:33 - mmengine - INFO - Epoch(train) [53][4800/5005] lr: 5.9165e-02 eta: 6:03:02 time: 0.0658 data_time: 0.0016 memory: 1152 loss: 2.0997 2022/11/28 16:28:40 - mmengine - INFO - Epoch(train) [53][4900/5005] lr: 5.9139e-02 eta: 6:02:56 time: 0.0656 data_time: 0.0016 memory: 1152 loss: 1.8076 2022/11/28 16:28:47 - mmengine - INFO - Epoch(train) [53][5000/5005] lr: 5.9113e-02 eta: 6:02:49 time: 0.0711 data_time: 0.0025 memory: 1152 loss: 1.9708 2022/11/28 16:28:47 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:28:47 - mmengine - INFO - Saving checkpoint at 53 epochs 2022/11/28 16:28:52 - mmengine - INFO - Epoch(val) [53][100/196] eta: 0:00:03 time: 0.0385 data_time: 0.0271 memory: 1152 2022/11/28 16:29:05 - mmengine - INFO - Epoch(val) [53][196/196] accuracy/top1: 58.7120 accuracy/top5: 82.1800 2022/11/28 16:29:12 - mmengine - INFO - Epoch(train) [54][ 100/5005] lr: 5.9086e-02 eta: 6:02:43 time: 0.0672 data_time: 0.0019 memory: 1152 loss: 1.9840 2022/11/28 16:29:19 - mmengine - INFO - Epoch(train) [54][ 200/5005] lr: 5.9061e-02 eta: 6:02:37 time: 0.0662 data_time: 0.0015 memory: 1152 loss: 1.9339 2022/11/28 16:29:26 - mmengine - INFO - Epoch(train) [54][ 300/5005] lr: 5.9035e-02 eta: 6:02:31 time: 0.0655 data_time: 0.0016 memory: 1152 loss: 1.8818 2022/11/28 16:29:32 - mmengine - INFO - Epoch(train) [54][ 400/5005] lr: 5.9009e-02 eta: 6:02:25 time: 0.0656 data_time: 0.0015 memory: 1152 loss: 1.9922 2022/11/28 16:29:39 - mmengine - INFO - Epoch(train) [54][ 500/5005] lr: 5.8983e-02 eta: 6:02:18 time: 0.0664 data_time: 0.0016 memory: 1152 loss: 1.8842 2022/11/28 16:29:46 - mmengine - INFO - Epoch(train) [54][ 600/5005] lr: 5.8958e-02 eta: 6:02:12 time: 0.0657 data_time: 0.0015 memory: 1152 loss: 1.9663 2022/11/28 16:29:52 - mmengine - INFO - Epoch(train) [54][ 700/5005] lr: 5.8932e-02 eta: 6:02:06 time: 0.0655 data_time: 0.0016 memory: 1152 loss: 2.0326 2022/11/28 16:29:55 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:29:59 - mmengine - INFO - Epoch(train) [54][ 800/5005] lr: 5.8906e-02 eta: 6:01:59 time: 0.0731 data_time: 0.0017 memory: 1152 loss: 2.1646 2022/11/28 16:30:06 - mmengine - INFO - Epoch(train) [54][ 900/5005] lr: 5.8880e-02 eta: 6:01:53 time: 0.0663 data_time: 0.0016 memory: 1152 loss: 1.9731 2022/11/28 16:30:13 - mmengine - INFO - Epoch(train) [54][1000/5005] lr: 5.8855e-02 eta: 6:01:47 time: 0.0738 data_time: 0.0016 memory: 1152 loss: 2.1354 2022/11/28 16:30:19 - mmengine - INFO - Epoch(train) [54][1100/5005] lr: 5.8829e-02 eta: 6:01:40 time: 0.0661 data_time: 0.0016 memory: 1152 loss: 1.7826 2022/11/28 16:30:26 - mmengine - INFO - Epoch(train) [54][1200/5005] lr: 5.8803e-02 eta: 6:01:34 time: 0.0666 data_time: 0.0023 memory: 1152 loss: 1.8181 2022/11/28 16:30:33 - mmengine - INFO - Epoch(train) [54][1300/5005] lr: 5.8778e-02 eta: 6:01:28 time: 0.0657 data_time: 0.0017 memory: 1152 loss: 1.8590 2022/11/28 16:30:40 - mmengine - INFO - Epoch(train) [54][1400/5005] lr: 5.8752e-02 eta: 6:01:22 time: 0.0661 data_time: 0.0016 memory: 1152 loss: 2.0918 2022/11/28 16:30:46 - mmengine - INFO - Epoch(train) [54][1500/5005] lr: 5.8726e-02 eta: 6:01:15 time: 0.0652 data_time: 0.0017 memory: 1152 loss: 2.0074 2022/11/28 16:30:53 - mmengine - INFO - Epoch(train) [54][1600/5005] lr: 5.8700e-02 eta: 6:01:09 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 1.8140 2022/11/28 16:31:00 - mmengine - INFO - Epoch(train) [54][1700/5005] lr: 5.8675e-02 eta: 6:01:03 time: 0.0646 data_time: 0.0016 memory: 1152 loss: 2.2339 2022/11/28 16:31:02 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:31:06 - mmengine - INFO - Epoch(train) [54][1800/5005] lr: 5.8649e-02 eta: 6:00:56 time: 0.0656 data_time: 0.0016 memory: 1152 loss: 1.9003 2022/11/28 16:31:13 - mmengine - INFO - Epoch(train) [54][1900/5005] lr: 5.8623e-02 eta: 6:00:50 time: 0.0646 data_time: 0.0016 memory: 1152 loss: 1.9595 2022/11/28 16:31:20 - mmengine - INFO - Epoch(train) [54][2000/5005] lr: 5.8597e-02 eta: 6:00:43 time: 0.0700 data_time: 0.0017 memory: 1152 loss: 1.9515 2022/11/28 16:31:27 - mmengine - INFO - Epoch(train) [54][2100/5005] lr: 5.8571e-02 eta: 6:00:37 time: 0.0666 data_time: 0.0016 memory: 1152 loss: 2.1299 2022/11/28 16:31:33 - mmengine - INFO - Epoch(train) [54][2200/5005] lr: 5.8546e-02 eta: 6:00:31 time: 0.0717 data_time: 0.0016 memory: 1152 loss: 1.8140 2022/11/28 16:31:40 - mmengine - INFO - Epoch(train) [54][2300/5005] lr: 5.8520e-02 eta: 6:00:24 time: 0.0662 data_time: 0.0016 memory: 1152 loss: 1.9921 2022/11/28 16:31:47 - mmengine - INFO - Epoch(train) [54][2400/5005] lr: 5.8494e-02 eta: 6:00:18 time: 0.0654 data_time: 0.0019 memory: 1152 loss: 1.8774 2022/11/28 16:31:54 - mmengine - INFO - Epoch(train) [54][2500/5005] lr: 5.8468e-02 eta: 6:00:12 time: 0.0658 data_time: 0.0020 memory: 1152 loss: 2.0529 2022/11/28 16:32:00 - mmengine - INFO - Epoch(train) [54][2600/5005] lr: 5.8443e-02 eta: 6:00:06 time: 0.0664 data_time: 0.0016 memory: 1152 loss: 2.1719 2022/11/28 16:32:07 - mmengine - INFO - Epoch(train) [54][2700/5005] lr: 5.8417e-02 eta: 5:59:59 time: 0.0654 data_time: 0.0017 memory: 1152 loss: 2.1004 2022/11/28 16:32:09 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:32:14 - mmengine - INFO - Epoch(train) [54][2800/5005] lr: 5.8391e-02 eta: 5:59:53 time: 0.0659 data_time: 0.0016 memory: 1152 loss: 2.0754 2022/11/28 16:32:20 - mmengine - INFO - Epoch(train) [54][2900/5005] lr: 5.8365e-02 eta: 5:59:47 time: 0.0657 data_time: 0.0016 memory: 1152 loss: 2.1751 2022/11/28 16:32:27 - mmengine - INFO - Epoch(train) [54][3000/5005] lr: 5.8339e-02 eta: 5:59:40 time: 0.0668 data_time: 0.0017 memory: 1152 loss: 1.8736 2022/11/28 16:32:34 - mmengine - INFO - Epoch(train) [54][3100/5005] lr: 5.8314e-02 eta: 5:59:34 time: 0.0662 data_time: 0.0016 memory: 1152 loss: 2.0455 2022/11/28 16:32:41 - mmengine - INFO - Epoch(train) [54][3200/5005] lr: 5.8288e-02 eta: 5:59:28 time: 0.0666 data_time: 0.0016 memory: 1152 loss: 2.1111 2022/11/28 16:32:47 - mmengine - INFO - Epoch(train) [54][3300/5005] lr: 5.8262e-02 eta: 5:59:21 time: 0.0654 data_time: 0.0017 memory: 1152 loss: 2.1719 2022/11/28 16:32:54 - mmengine - INFO - Epoch(train) [54][3400/5005] lr: 5.8236e-02 eta: 5:59:15 time: 0.0652 data_time: 0.0016 memory: 1152 loss: 2.0188 2022/11/28 16:33:01 - mmengine - INFO - Epoch(train) [54][3500/5005] lr: 5.8211e-02 eta: 5:59:09 time: 0.0658 data_time: 0.0016 memory: 1152 loss: 2.1113 2022/11/28 16:33:08 - mmengine - INFO - Epoch(train) [54][3600/5005] lr: 5.8185e-02 eta: 5:59:03 time: 0.0662 data_time: 0.0018 memory: 1152 loss: 1.8283 2022/11/28 16:33:14 - mmengine - INFO - Epoch(train) [54][3700/5005] lr: 5.8159e-02 eta: 5:58:56 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 2.1319 2022/11/28 16:33:17 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:33:21 - mmengine - INFO - Epoch(train) [54][3800/5005] lr: 5.8133e-02 eta: 5:58:50 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 2.1921 2022/11/28 16:33:28 - mmengine - INFO - Epoch(train) [54][3900/5005] lr: 5.8107e-02 eta: 5:58:44 time: 0.0656 data_time: 0.0017 memory: 1152 loss: 1.9120 2022/11/28 16:33:35 - mmengine - INFO - Epoch(train) [54][4000/5005] lr: 5.8081e-02 eta: 5:58:37 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 2.0879 2022/11/28 16:33:41 - mmengine - INFO - Epoch(train) [54][4100/5005] lr: 5.8056e-02 eta: 5:58:31 time: 0.0658 data_time: 0.0016 memory: 1152 loss: 2.1044 2022/11/28 16:33:48 - mmengine - INFO - Epoch(train) [54][4200/5005] lr: 5.8030e-02 eta: 5:58:25 time: 0.0715 data_time: 0.0016 memory: 1152 loss: 1.9157 2022/11/28 16:33:55 - mmengine - INFO - Epoch(train) [54][4300/5005] lr: 5.8004e-02 eta: 5:58:18 time: 0.0654 data_time: 0.0018 memory: 1152 loss: 1.9247 2022/11/28 16:34:01 - mmengine - INFO - Epoch(train) [54][4400/5005] lr: 5.7978e-02 eta: 5:58:12 time: 0.0660 data_time: 0.0016 memory: 1152 loss: 1.9487 2022/11/28 16:34:08 - mmengine - INFO - Epoch(train) [54][4500/5005] lr: 5.7952e-02 eta: 5:58:05 time: 0.0653 data_time: 0.0019 memory: 1152 loss: 2.2230 2022/11/28 16:34:15 - mmengine - INFO - Epoch(train) [54][4600/5005] lr: 5.7927e-02 eta: 5:57:59 time: 0.0662 data_time: 0.0016 memory: 1152 loss: 2.0881 2022/11/28 16:34:22 - mmengine - INFO - Epoch(train) [54][4700/5005] lr: 5.7901e-02 eta: 5:57:53 time: 0.0654 data_time: 0.0016 memory: 1152 loss: 1.8808 2022/11/28 16:34:24 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:34:28 - mmengine - INFO - Epoch(train) [54][4800/5005] lr: 5.7875e-02 eta: 5:57:47 time: 0.0660 data_time: 0.0017 memory: 1152 loss: 1.9007 2022/11/28 16:34:35 - mmengine - INFO - Epoch(train) [54][4900/5005] lr: 5.7849e-02 eta: 5:57:40 time: 0.0652 data_time: 0.0017 memory: 1152 loss: 1.7262 2022/11/28 16:34:42 - mmengine - INFO - Epoch(train) [54][5000/5005] lr: 5.7823e-02 eta: 5:57:34 time: 0.0680 data_time: 0.0031 memory: 1152 loss: 1.9591 2022/11/28 16:34:42 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:34:42 - mmengine - INFO - Saving checkpoint at 54 epochs 2022/11/28 16:34:47 - mmengine - INFO - Epoch(val) [54][100/196] eta: 0:00:03 time: 0.0380 data_time: 0.0273 memory: 1152 2022/11/28 16:35:00 - mmengine - INFO - Epoch(val) [54][196/196] accuracy/top1: 60.1240 accuracy/top5: 83.0140 2022/11/28 16:35:08 - mmengine - INFO - Epoch(train) [55][ 100/5005] lr: 5.7796e-02 eta: 5:57:28 time: 0.0662 data_time: 0.0016 memory: 1152 loss: 2.1406 2022/11/28 16:35:15 - mmengine - INFO - Epoch(train) [55][ 200/5005] lr: 5.7770e-02 eta: 5:57:22 time: 0.0663 data_time: 0.0016 memory: 1152 loss: 2.0617 2022/11/28 16:35:21 - mmengine - INFO - Epoch(train) [55][ 300/5005] lr: 5.7744e-02 eta: 5:57:16 time: 0.0667 data_time: 0.0019 memory: 1152 loss: 1.9758 2022/11/28 16:35:28 - mmengine - INFO - Epoch(train) [55][ 400/5005] lr: 5.7719e-02 eta: 5:57:09 time: 0.0657 data_time: 0.0017 memory: 1152 loss: 1.8641 2022/11/28 16:35:35 - mmengine - INFO - Epoch(train) [55][ 500/5005] lr: 5.7693e-02 eta: 5:57:03 time: 0.0661 data_time: 0.0016 memory: 1152 loss: 1.9368 2022/11/28 16:35:42 - mmengine - INFO - Epoch(train) [55][ 600/5005] lr: 5.7667e-02 eta: 5:56:57 time: 0.0660 data_time: 0.0016 memory: 1152 loss: 1.9485 2022/11/28 16:35:48 - mmengine - INFO - Epoch(train) [55][ 700/5005] lr: 5.7641e-02 eta: 5:56:50 time: 0.0654 data_time: 0.0016 memory: 1152 loss: 2.0913 2022/11/28 16:35:50 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:35:55 - mmengine - INFO - Epoch(train) [55][ 800/5005] lr: 5.7615e-02 eta: 5:56:44 time: 0.0659 data_time: 0.0017 memory: 1152 loss: 1.9701 2022/11/28 16:36:02 - mmengine - INFO - Epoch(train) [55][ 900/5005] lr: 5.7589e-02 eta: 5:56:38 time: 0.0662 data_time: 0.0016 memory: 1152 loss: 1.9505 2022/11/28 16:36:09 - mmengine - INFO - Epoch(train) [55][1000/5005] lr: 5.7564e-02 eta: 5:56:32 time: 0.0662 data_time: 0.0016 memory: 1152 loss: 1.9868 2022/11/28 16:36:15 - mmengine - INFO - Epoch(train) [55][1100/5005] lr: 5.7538e-02 eta: 5:56:25 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 2.1205 2022/11/28 16:36:22 - mmengine - INFO - Epoch(train) [55][1200/5005] lr: 5.7512e-02 eta: 5:56:19 time: 0.0664 data_time: 0.0017 memory: 1152 loss: 2.1907 2022/11/28 16:36:29 - mmengine - INFO - Epoch(train) [55][1300/5005] lr: 5.7486e-02 eta: 5:56:13 time: 0.0658 data_time: 0.0017 memory: 1152 loss: 2.0929 2022/11/28 16:36:36 - mmengine - INFO - Epoch(train) [55][1400/5005] lr: 5.7460e-02 eta: 5:56:06 time: 0.0651 data_time: 0.0016 memory: 1152 loss: 1.8422 2022/11/28 16:36:42 - mmengine - INFO - Epoch(train) [55][1500/5005] lr: 5.7434e-02 eta: 5:56:00 time: 0.0663 data_time: 0.0017 memory: 1152 loss: 1.9928 2022/11/28 16:36:49 - mmengine - INFO - Epoch(train) [55][1600/5005] lr: 5.7408e-02 eta: 5:55:54 time: 0.0734 data_time: 0.0016 memory: 1152 loss: 1.9839 2022/11/28 16:36:56 - mmengine - INFO - Epoch(train) [55][1700/5005] lr: 5.7383e-02 eta: 5:55:47 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 1.9751 2022/11/28 16:36:58 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:37:03 - mmengine - INFO - Epoch(train) [55][1800/5005] lr: 5.7357e-02 eta: 5:55:41 time: 0.0675 data_time: 0.0017 memory: 1152 loss: 2.1683 2022/11/28 16:37:09 - mmengine - INFO - Epoch(train) [55][1900/5005] lr: 5.7331e-02 eta: 5:55:35 time: 0.0672 data_time: 0.0017 memory: 1152 loss: 1.9913 2022/11/28 16:37:16 - mmengine - INFO - Epoch(train) [55][2000/5005] lr: 5.7305e-02 eta: 5:55:28 time: 0.0658 data_time: 0.0016 memory: 1152 loss: 1.8178 2022/11/28 16:37:23 - mmengine - INFO - Epoch(train) [55][2100/5005] lr: 5.7279e-02 eta: 5:55:22 time: 0.0714 data_time: 0.0017 memory: 1152 loss: 2.0091 2022/11/28 16:37:29 - mmengine - INFO - Epoch(train) [55][2200/5005] lr: 5.7253e-02 eta: 5:55:16 time: 0.0658 data_time: 0.0016 memory: 1152 loss: 2.0766 2022/11/28 16:37:36 - mmengine - INFO - Epoch(train) [55][2300/5005] lr: 5.7227e-02 eta: 5:55:10 time: 0.0660 data_time: 0.0016 memory: 1152 loss: 2.1777 2022/11/28 16:37:43 - mmengine - INFO - Epoch(train) [55][2400/5005] lr: 5.7201e-02 eta: 5:55:03 time: 0.0660 data_time: 0.0016 memory: 1152 loss: 1.9539 2022/11/28 16:37:50 - mmengine - INFO - Epoch(train) [55][2500/5005] lr: 5.7176e-02 eta: 5:54:57 time: 0.0663 data_time: 0.0016 memory: 1152 loss: 2.0565 2022/11/28 16:37:57 - mmengine - INFO - Epoch(train) [55][2600/5005] lr: 5.7150e-02 eta: 5:54:51 time: 0.0661 data_time: 0.0020 memory: 1152 loss: 1.9956 2022/11/28 16:38:03 - mmengine - INFO - Epoch(train) [55][2700/5005] lr: 5.7124e-02 eta: 5:54:44 time: 0.0666 data_time: 0.0021 memory: 1152 loss: 1.9403 2022/11/28 16:38:05 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:38:10 - mmengine - INFO - Epoch(train) [55][2800/5005] lr: 5.7098e-02 eta: 5:54:38 time: 0.0657 data_time: 0.0016 memory: 1152 loss: 1.9832 2022/11/28 16:38:17 - mmengine - INFO - Epoch(train) [55][2900/5005] lr: 5.7072e-02 eta: 5:54:31 time: 0.0657 data_time: 0.0016 memory: 1152 loss: 1.9601 2022/11/28 16:38:23 - mmengine - INFO - Epoch(train) [55][3000/5005] lr: 5.7046e-02 eta: 5:54:25 time: 0.0651 data_time: 0.0015 memory: 1152 loss: 1.8854 2022/11/28 16:38:30 - mmengine - INFO - Epoch(train) [55][3100/5005] lr: 5.7020e-02 eta: 5:54:19 time: 0.0652 data_time: 0.0016 memory: 1152 loss: 1.9227 2022/11/28 16:38:37 - mmengine - INFO - Epoch(train) [55][3200/5005] lr: 5.6994e-02 eta: 5:54:12 time: 0.0655 data_time: 0.0016 memory: 1152 loss: 2.1420 2022/11/28 16:38:43 - mmengine - INFO - Epoch(train) [55][3300/5005] lr: 5.6968e-02 eta: 5:54:06 time: 0.0660 data_time: 0.0017 memory: 1152 loss: 1.6868 2022/11/28 16:38:50 - mmengine - INFO - Epoch(train) [55][3400/5005] lr: 5.6943e-02 eta: 5:54:00 time: 0.0657 data_time: 0.0016 memory: 1152 loss: 1.8620 2022/11/28 16:38:57 - mmengine - INFO - Epoch(train) [55][3500/5005] lr: 5.6917e-02 eta: 5:53:54 time: 0.0661 data_time: 0.0018 memory: 1152 loss: 1.9942 2022/11/28 16:39:04 - mmengine - INFO - Epoch(train) [55][3600/5005] lr: 5.6891e-02 eta: 5:53:47 time: 0.0654 data_time: 0.0016 memory: 1152 loss: 2.2934 2022/11/28 16:39:10 - mmengine - INFO - Epoch(train) [55][3700/5005] lr: 5.6865e-02 eta: 5:53:41 time: 0.0654 data_time: 0.0016 memory: 1152 loss: 2.0518 2022/11/28 16:39:13 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:39:17 - mmengine - INFO - Epoch(train) [55][3800/5005] lr: 5.6839e-02 eta: 5:53:35 time: 0.0663 data_time: 0.0017 memory: 1152 loss: 1.9983 2022/11/28 16:39:24 - mmengine - INFO - Epoch(train) [55][3900/5005] lr: 5.6813e-02 eta: 5:53:28 time: 0.0655 data_time: 0.0016 memory: 1152 loss: 2.0687 2022/11/28 16:39:31 - mmengine - INFO - Epoch(train) [55][4000/5005] lr: 5.6787e-02 eta: 5:53:22 time: 0.0654 data_time: 0.0016 memory: 1152 loss: 2.0221 2022/11/28 16:39:37 - mmengine - INFO - Epoch(train) [55][4100/5005] lr: 5.6761e-02 eta: 5:53:16 time: 0.0661 data_time: 0.0017 memory: 1152 loss: 2.2556 2022/11/28 16:39:44 - mmengine - INFO - Epoch(train) [55][4200/5005] lr: 5.6735e-02 eta: 5:53:09 time: 0.0657 data_time: 0.0016 memory: 1152 loss: 1.9016 2022/11/28 16:39:51 - mmengine - INFO - Epoch(train) [55][4300/5005] lr: 5.6709e-02 eta: 5:53:03 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 2.1418 2022/11/28 16:39:58 - mmengine - INFO - Epoch(train) [55][4400/5005] lr: 5.6683e-02 eta: 5:52:56 time: 0.0660 data_time: 0.0017 memory: 1152 loss: 2.0555 2022/11/28 16:40:04 - mmengine - INFO - Epoch(train) [55][4500/5005] lr: 5.6657e-02 eta: 5:52:50 time: 0.0652 data_time: 0.0018 memory: 1152 loss: 2.0299 2022/11/28 16:40:11 - mmengine - INFO - Epoch(train) [55][4600/5005] lr: 5.6632e-02 eta: 5:52:44 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 1.8810 2022/11/28 16:40:18 - mmengine - INFO - Epoch(train) [55][4700/5005] lr: 5.6606e-02 eta: 5:52:38 time: 0.0654 data_time: 0.0020 memory: 1152 loss: 2.0543 2022/11/28 16:40:20 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:40:25 - mmengine - INFO - Epoch(train) [55][4800/5005] lr: 5.6580e-02 eta: 5:52:31 time: 0.0652 data_time: 0.0017 memory: 1152 loss: 2.1030 2022/11/28 16:40:31 - mmengine - INFO - Epoch(train) [55][4900/5005] lr: 5.6554e-02 eta: 5:52:25 time: 0.0707 data_time: 0.0016 memory: 1152 loss: 2.0677 2022/11/28 16:40:38 - mmengine - INFO - Epoch(train) [55][5000/5005] lr: 5.6528e-02 eta: 5:52:19 time: 0.0666 data_time: 0.0025 memory: 1152 loss: 2.1070 2022/11/28 16:40:38 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:40:38 - mmengine - INFO - Saving checkpoint at 55 epochs 2022/11/28 16:40:43 - mmengine - INFO - Epoch(val) [55][100/196] eta: 0:00:04 time: 0.0411 data_time: 0.0297 memory: 1152 2022/11/28 16:40:56 - mmengine - INFO - Epoch(val) [55][196/196] accuracy/top1: 58.9840 accuracy/top5: 82.9120 2022/11/28 16:41:03 - mmengine - INFO - Epoch(train) [56][ 100/5005] lr: 5.6501e-02 eta: 5:52:12 time: 0.0654 data_time: 0.0016 memory: 1152 loss: 1.9239 2022/11/28 16:41:10 - mmengine - INFO - Epoch(train) [56][ 200/5005] lr: 5.6475e-02 eta: 5:52:06 time: 0.0656 data_time: 0.0016 memory: 1152 loss: 1.8934 2022/11/28 16:41:17 - mmengine - INFO - Epoch(train) [56][ 300/5005] lr: 5.6449e-02 eta: 5:52:00 time: 0.0664 data_time: 0.0017 memory: 1152 loss: 1.9010 2022/11/28 16:41:23 - mmengine - INFO - Epoch(train) [56][ 400/5005] lr: 5.6423e-02 eta: 5:51:53 time: 0.0663 data_time: 0.0017 memory: 1152 loss: 1.9797 2022/11/28 16:41:30 - mmengine - INFO - Epoch(train) [56][ 500/5005] lr: 5.6397e-02 eta: 5:51:47 time: 0.0665 data_time: 0.0017 memory: 1152 loss: 2.0212 2022/11/28 16:41:37 - mmengine - INFO - Epoch(train) [56][ 600/5005] lr: 5.6371e-02 eta: 5:51:41 time: 0.0655 data_time: 0.0016 memory: 1152 loss: 2.1336 2022/11/28 16:41:44 - mmengine - INFO - Epoch(train) [56][ 700/5005] lr: 5.6345e-02 eta: 5:51:34 time: 0.0661 data_time: 0.0016 memory: 1152 loss: 2.0471 2022/11/28 16:41:45 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:41:50 - mmengine - INFO - Epoch(train) [56][ 800/5005] lr: 5.6319e-02 eta: 5:51:28 time: 0.0664 data_time: 0.0025 memory: 1152 loss: 2.0670 2022/11/28 16:41:57 - mmengine - INFO - Epoch(train) [56][ 900/5005] lr: 5.6293e-02 eta: 5:51:22 time: 0.0666 data_time: 0.0016 memory: 1152 loss: 2.0008 2022/11/28 16:42:04 - mmengine - INFO - Epoch(train) [56][1000/5005] lr: 5.6267e-02 eta: 5:51:15 time: 0.0657 data_time: 0.0017 memory: 1152 loss: 1.9350 2022/11/28 16:42:11 - mmengine - INFO - Epoch(train) [56][1100/5005] lr: 5.6241e-02 eta: 5:51:09 time: 0.0657 data_time: 0.0017 memory: 1152 loss: 1.9433 2022/11/28 16:42:17 - mmengine - INFO - Epoch(train) [56][1200/5005] lr: 5.6215e-02 eta: 5:51:03 time: 0.0659 data_time: 0.0016 memory: 1152 loss: 1.8461 2022/11/28 16:42:24 - mmengine - INFO - Epoch(train) [56][1300/5005] lr: 5.6189e-02 eta: 5:50:57 time: 0.0745 data_time: 0.0017 memory: 1152 loss: 2.0809 2022/11/28 16:42:31 - mmengine - INFO - Epoch(train) [56][1400/5005] lr: 5.6163e-02 eta: 5:50:50 time: 0.0659 data_time: 0.0017 memory: 1152 loss: 1.9737 2022/11/28 16:42:38 - mmengine - INFO - Epoch(train) [56][1500/5005] lr: 5.6137e-02 eta: 5:50:44 time: 0.0651 data_time: 0.0016 memory: 1152 loss: 1.8554 2022/11/28 16:42:44 - mmengine - INFO - Epoch(train) [56][1600/5005] lr: 5.6111e-02 eta: 5:50:37 time: 0.0661 data_time: 0.0016 memory: 1152 loss: 2.1400 2022/11/28 16:42:51 - mmengine - INFO - Epoch(train) [56][1700/5005] lr: 5.6086e-02 eta: 5:50:31 time: 0.0732 data_time: 0.0017 memory: 1152 loss: 1.8504 2022/11/28 16:42:53 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:42:58 - mmengine - INFO - Epoch(train) [56][1800/5005] lr: 5.6060e-02 eta: 5:50:25 time: 0.0658 data_time: 0.0017 memory: 1152 loss: 2.2583 2022/11/28 16:43:05 - mmengine - INFO - Epoch(train) [56][1900/5005] lr: 5.6034e-02 eta: 5:50:18 time: 0.0655 data_time: 0.0016 memory: 1152 loss: 2.0385 2022/11/28 16:43:11 - mmengine - INFO - Epoch(train) [56][2000/5005] lr: 5.6008e-02 eta: 5:50:12 time: 0.0654 data_time: 0.0016 memory: 1152 loss: 2.0581 2022/11/28 16:43:18 - mmengine - INFO - Epoch(train) [56][2100/5005] lr: 5.5982e-02 eta: 5:50:06 time: 0.0660 data_time: 0.0018 memory: 1152 loss: 2.1400 2022/11/28 16:43:25 - mmengine - INFO - Epoch(train) [56][2200/5005] lr: 5.5956e-02 eta: 5:49:59 time: 0.0661 data_time: 0.0016 memory: 1152 loss: 2.0044 2022/11/28 16:43:31 - mmengine - INFO - Epoch(train) [56][2300/5005] lr: 5.5930e-02 eta: 5:49:53 time: 0.0655 data_time: 0.0016 memory: 1152 loss: 1.8676 2022/11/28 16:43:38 - mmengine - INFO - Epoch(train) [56][2400/5005] lr: 5.5904e-02 eta: 5:49:47 time: 0.0663 data_time: 0.0016 memory: 1152 loss: 1.9062 2022/11/28 16:43:45 - mmengine - INFO - Epoch(train) [56][2500/5005] lr: 5.5878e-02 eta: 5:49:41 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 1.9500 2022/11/28 16:43:52 - mmengine - INFO - Epoch(train) [56][2600/5005] lr: 5.5852e-02 eta: 5:49:34 time: 0.0657 data_time: 0.0017 memory: 1152 loss: 2.0437 2022/11/28 16:43:58 - mmengine - INFO - Epoch(train) [56][2700/5005] lr: 5.5826e-02 eta: 5:49:28 time: 0.0654 data_time: 0.0016 memory: 1152 loss: 1.9366 2022/11/28 16:44:00 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:44:05 - mmengine - INFO - Epoch(train) [56][2800/5005] lr: 5.5800e-02 eta: 5:49:21 time: 0.0656 data_time: 0.0019 memory: 1152 loss: 1.9406 2022/11/28 16:44:12 - mmengine - INFO - Epoch(train) [56][2900/5005] lr: 5.5774e-02 eta: 5:49:15 time: 0.0656 data_time: 0.0021 memory: 1152 loss: 1.9947 2022/11/28 16:44:19 - mmengine - INFO - Epoch(train) [56][3000/5005] lr: 5.5748e-02 eta: 5:49:09 time: 0.0660 data_time: 0.0017 memory: 1152 loss: 2.1204 2022/11/28 16:44:25 - mmengine - INFO - Epoch(train) [56][3100/5005] lr: 5.5722e-02 eta: 5:49:02 time: 0.0663 data_time: 0.0016 memory: 1152 loss: 2.1899 2022/11/28 16:44:32 - mmengine - INFO - Epoch(train) [56][3200/5005] lr: 5.5696e-02 eta: 5:48:56 time: 0.0651 data_time: 0.0018 memory: 1152 loss: 2.0988 2022/11/28 16:44:39 - mmengine - INFO - Epoch(train) [56][3300/5005] lr: 5.5670e-02 eta: 5:48:50 time: 0.0666 data_time: 0.0017 memory: 1152 loss: 1.8739 2022/11/28 16:44:45 - mmengine - INFO - Epoch(train) [56][3400/5005] lr: 5.5644e-02 eta: 5:48:43 time: 0.0672 data_time: 0.0025 memory: 1152 loss: 2.0997 2022/11/28 16:44:52 - mmengine - INFO - Epoch(train) [56][3500/5005] lr: 5.5618e-02 eta: 5:48:37 time: 0.0708 data_time: 0.0017 memory: 1152 loss: 1.9715 2022/11/28 16:44:59 - mmengine - INFO - Epoch(train) [56][3600/5005] lr: 5.5592e-02 eta: 5:48:31 time: 0.0671 data_time: 0.0019 memory: 1152 loss: 2.0691 2022/11/28 16:45:06 - mmengine - INFO - Epoch(train) [56][3700/5005] lr: 5.5566e-02 eta: 5:48:24 time: 0.0655 data_time: 0.0019 memory: 1152 loss: 2.0174 2022/11/28 16:45:08 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:45:13 - mmengine - INFO - Epoch(train) [56][3800/5005] lr: 5.5540e-02 eta: 5:48:18 time: 0.0671 data_time: 0.0016 memory: 1152 loss: 1.9550 2022/11/28 16:45:19 - mmengine - INFO - Epoch(train) [56][3900/5005] lr: 5.5514e-02 eta: 5:48:12 time: 0.0672 data_time: 0.0015 memory: 1152 loss: 1.9765 2022/11/28 16:45:26 - mmengine - INFO - Epoch(train) [56][4000/5005] lr: 5.5488e-02 eta: 5:48:05 time: 0.0662 data_time: 0.0017 memory: 1152 loss: 2.0300 2022/11/28 16:45:33 - mmengine - INFO - Epoch(train) [56][4100/5005] lr: 5.5462e-02 eta: 5:47:59 time: 0.0659 data_time: 0.0016 memory: 1152 loss: 2.0424 2022/11/28 16:45:39 - mmengine - INFO - Epoch(train) [56][4200/5005] lr: 5.5436e-02 eta: 5:47:53 time: 0.0658 data_time: 0.0017 memory: 1152 loss: 2.0012 2022/11/28 16:45:46 - mmengine - INFO - Epoch(train) [56][4300/5005] lr: 5.5410e-02 eta: 5:47:46 time: 0.0653 data_time: 0.0017 memory: 1152 loss: 2.0158 2022/11/28 16:45:53 - mmengine - INFO - Epoch(train) [56][4400/5005] lr: 5.5384e-02 eta: 5:47:40 time: 0.0744 data_time: 0.0019 memory: 1152 loss: 1.9628 2022/11/28 16:46:00 - mmengine - INFO - Epoch(train) [56][4500/5005] lr: 5.5358e-02 eta: 5:47:34 time: 0.0658 data_time: 0.0018 memory: 1152 loss: 1.8604 2022/11/28 16:46:07 - mmengine - INFO - Epoch(train) [56][4600/5005] lr: 5.5332e-02 eta: 5:47:27 time: 0.0654 data_time: 0.0016 memory: 1152 loss: 2.1107 2022/11/28 16:46:13 - mmengine - INFO - Epoch(train) [56][4700/5005] lr: 5.5306e-02 eta: 5:47:21 time: 0.0654 data_time: 0.0017 memory: 1152 loss: 2.0011 2022/11/28 16:46:15 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:46:20 - mmengine - INFO - Epoch(train) [56][4800/5005] lr: 5.5280e-02 eta: 5:47:15 time: 0.0662 data_time: 0.0018 memory: 1152 loss: 1.8744 2022/11/28 16:46:27 - mmengine - INFO - Epoch(train) [56][4900/5005] lr: 5.5254e-02 eta: 5:47:08 time: 0.0649 data_time: 0.0016 memory: 1152 loss: 1.7758 2022/11/28 16:46:33 - mmengine - INFO - Epoch(train) [56][5000/5005] lr: 5.5228e-02 eta: 5:47:02 time: 0.0661 data_time: 0.0026 memory: 1152 loss: 2.0976 2022/11/28 16:46:34 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:46:34 - mmengine - INFO - Saving checkpoint at 56 epochs 2022/11/28 16:46:39 - mmengine - INFO - Epoch(val) [56][100/196] eta: 0:00:04 time: 0.0358 data_time: 0.0250 memory: 1152 2022/11/28 16:46:52 - mmengine - INFO - Epoch(val) [56][196/196] accuracy/top1: 59.5960 accuracy/top5: 83.1780 2022/11/28 16:46:59 - mmengine - INFO - Epoch(train) [57][ 100/5005] lr: 5.5201e-02 eta: 5:46:56 time: 0.0657 data_time: 0.0017 memory: 1152 loss: 1.9626 2022/11/28 16:47:06 - mmengine - INFO - Epoch(train) [57][ 200/5005] lr: 5.5175e-02 eta: 5:46:50 time: 0.0654 data_time: 0.0017 memory: 1152 loss: 1.9664 2022/11/28 16:47:12 - mmengine - INFO - Epoch(train) [57][ 300/5005] lr: 5.5149e-02 eta: 5:46:43 time: 0.0663 data_time: 0.0016 memory: 1152 loss: 1.9605 2022/11/28 16:47:19 - mmengine - INFO - Epoch(train) [57][ 400/5005] lr: 5.5123e-02 eta: 5:46:37 time: 0.0652 data_time: 0.0017 memory: 1152 loss: 2.1202 2022/11/28 16:47:26 - mmengine - INFO - Epoch(train) [57][ 500/5005] lr: 5.5097e-02 eta: 5:46:31 time: 0.0663 data_time: 0.0016 memory: 1152 loss: 1.9596 2022/11/28 16:47:33 - mmengine - INFO - Epoch(train) [57][ 600/5005] lr: 5.5071e-02 eta: 5:46:24 time: 0.0656 data_time: 0.0016 memory: 1152 loss: 1.8885 2022/11/28 16:47:39 - mmengine - INFO - Epoch(train) [57][ 700/5005] lr: 5.5045e-02 eta: 5:46:18 time: 0.0674 data_time: 0.0017 memory: 1152 loss: 1.8957 2022/11/28 16:47:41 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:47:46 - mmengine - INFO - Epoch(train) [57][ 800/5005] lr: 5.5019e-02 eta: 5:46:12 time: 0.0664 data_time: 0.0016 memory: 1152 loss: 1.7980 2022/11/28 16:47:53 - mmengine - INFO - Epoch(train) [57][ 900/5005] lr: 5.4993e-02 eta: 5:46:05 time: 0.0657 data_time: 0.0020 memory: 1152 loss: 2.0427 2022/11/28 16:48:00 - mmengine - INFO - Epoch(train) [57][1000/5005] lr: 5.4967e-02 eta: 5:45:59 time: 0.0729 data_time: 0.0017 memory: 1152 loss: 1.9782 2022/11/28 16:48:07 - mmengine - INFO - Epoch(train) [57][1100/5005] lr: 5.4940e-02 eta: 5:45:53 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 1.9021 2022/11/28 16:48:14 - mmengine - INFO - Epoch(train) [57][1200/5005] lr: 5.4914e-02 eta: 5:45:47 time: 0.0861 data_time: 0.0016 memory: 1152 loss: 2.0361 2022/11/28 16:48:20 - mmengine - INFO - Epoch(train) [57][1300/5005] lr: 5.4888e-02 eta: 5:45:40 time: 0.0664 data_time: 0.0016 memory: 1152 loss: 1.9734 2022/11/28 16:48:27 - mmengine - INFO - Epoch(train) [57][1400/5005] lr: 5.4862e-02 eta: 5:45:34 time: 0.0659 data_time: 0.0016 memory: 1152 loss: 1.9749 2022/11/28 16:48:34 - mmengine - INFO - Epoch(train) [57][1500/5005] lr: 5.4836e-02 eta: 5:45:28 time: 0.0651 data_time: 0.0017 memory: 1152 loss: 1.9926 2022/11/28 16:48:40 - mmengine - INFO - Epoch(train) [57][1600/5005] lr: 5.4810e-02 eta: 5:45:21 time: 0.0661 data_time: 0.0020 memory: 1152 loss: 2.0371 2022/11/28 16:48:47 - mmengine - INFO - Epoch(train) [57][1700/5005] lr: 5.4784e-02 eta: 5:45:15 time: 0.0667 data_time: 0.0023 memory: 1152 loss: 1.7850 2022/11/28 16:48:48 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:48:54 - mmengine - INFO - Epoch(train) [57][1800/5005] lr: 5.4758e-02 eta: 5:45:09 time: 0.0653 data_time: 0.0017 memory: 1152 loss: 1.9131 2022/11/28 16:49:01 - mmengine - INFO - Epoch(train) [57][1900/5005] lr: 5.4732e-02 eta: 5:45:02 time: 0.0658 data_time: 0.0021 memory: 1152 loss: 2.0778 2022/11/28 16:49:07 - mmengine - INFO - Epoch(train) [57][2000/5005] lr: 5.4706e-02 eta: 5:44:56 time: 0.0662 data_time: 0.0016 memory: 1152 loss: 1.8593 2022/11/28 16:49:14 - mmengine - INFO - Epoch(train) [57][2100/5005] lr: 5.4680e-02 eta: 5:44:49 time: 0.0665 data_time: 0.0016 memory: 1152 loss: 2.2028 2022/11/28 16:49:21 - mmengine - INFO - Epoch(train) [57][2200/5005] lr: 5.4654e-02 eta: 5:44:43 time: 0.0649 data_time: 0.0017 memory: 1152 loss: 2.0552 2022/11/28 16:49:28 - mmengine - INFO - Epoch(train) [57][2300/5005] lr: 5.4628e-02 eta: 5:44:37 time: 0.0783 data_time: 0.0016 memory: 1152 loss: 2.1652 2022/11/28 16:49:34 - mmengine - INFO - Epoch(train) [57][2400/5005] lr: 5.4602e-02 eta: 5:44:31 time: 0.0650 data_time: 0.0017 memory: 1152 loss: 1.8923 2022/11/28 16:49:41 - mmengine - INFO - Epoch(train) [57][2500/5005] lr: 5.4576e-02 eta: 5:44:24 time: 0.0655 data_time: 0.0018 memory: 1152 loss: 1.9229 2022/11/28 16:49:48 - mmengine - INFO - Epoch(train) [57][2600/5005] lr: 5.4550e-02 eta: 5:44:18 time: 0.0669 data_time: 0.0017 memory: 1152 loss: 1.9575 2022/11/28 16:49:55 - mmengine - INFO - Epoch(train) [57][2700/5005] lr: 5.4524e-02 eta: 5:44:12 time: 0.0654 data_time: 0.0017 memory: 1152 loss: 1.9244 2022/11/28 16:49:56 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:50:02 - mmengine - INFO - Epoch(train) [57][2800/5005] lr: 5.4498e-02 eta: 5:44:05 time: 0.0660 data_time: 0.0017 memory: 1152 loss: 1.9307 2022/11/28 16:50:08 - mmengine - INFO - Epoch(train) [57][2900/5005] lr: 5.4472e-02 eta: 5:43:59 time: 0.0653 data_time: 0.0017 memory: 1152 loss: 2.0555 2022/11/28 16:50:15 - mmengine - INFO - Epoch(train) [57][3000/5005] lr: 5.4446e-02 eta: 5:43:53 time: 0.0666 data_time: 0.0017 memory: 1152 loss: 1.9304 2022/11/28 16:50:22 - mmengine - INFO - Epoch(train) [57][3100/5005] lr: 5.4420e-02 eta: 5:43:46 time: 0.0651 data_time: 0.0016 memory: 1152 loss: 1.9520 2022/11/28 16:50:28 - mmengine - INFO - Epoch(train) [57][3200/5005] lr: 5.4394e-02 eta: 5:43:40 time: 0.0660 data_time: 0.0016 memory: 1152 loss: 2.0988 2022/11/28 16:50:35 - mmengine - INFO - Epoch(train) [57][3300/5005] lr: 5.4368e-02 eta: 5:43:34 time: 0.0658 data_time: 0.0023 memory: 1152 loss: 2.0540 2022/11/28 16:50:42 - mmengine - INFO - Epoch(train) [57][3400/5005] lr: 5.4342e-02 eta: 5:43:27 time: 0.0661 data_time: 0.0022 memory: 1152 loss: 2.0780 2022/11/28 16:50:49 - mmengine - INFO - Epoch(train) [57][3500/5005] lr: 5.4315e-02 eta: 5:43:21 time: 0.0667 data_time: 0.0016 memory: 1152 loss: 2.0750 2022/11/28 16:50:56 - mmengine - INFO - Epoch(train) [57][3600/5005] lr: 5.4289e-02 eta: 5:43:15 time: 0.0663 data_time: 0.0017 memory: 1152 loss: 1.8280 2022/11/28 16:51:02 - mmengine - INFO - Epoch(train) [57][3700/5005] lr: 5.4263e-02 eta: 5:43:09 time: 0.0660 data_time: 0.0022 memory: 1152 loss: 2.0988 2022/11/28 16:51:04 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:51:09 - mmengine - INFO - Epoch(train) [57][3800/5005] lr: 5.4237e-02 eta: 5:43:02 time: 0.0660 data_time: 0.0017 memory: 1152 loss: 2.1699 2022/11/28 16:51:16 - mmengine - INFO - Epoch(train) [57][3900/5005] lr: 5.4211e-02 eta: 5:42:56 time: 0.0651 data_time: 0.0017 memory: 1152 loss: 1.8133 2022/11/28 16:51:23 - mmengine - INFO - Epoch(train) [57][4000/5005] lr: 5.4185e-02 eta: 5:42:49 time: 0.0657 data_time: 0.0024 memory: 1152 loss: 2.1119 2022/11/28 16:51:29 - mmengine - INFO - Epoch(train) [57][4100/5005] lr: 5.4159e-02 eta: 5:42:43 time: 0.0658 data_time: 0.0018 memory: 1152 loss: 2.1621 2022/11/28 16:51:36 - mmengine - INFO - Epoch(train) [57][4200/5005] lr: 5.4133e-02 eta: 5:42:37 time: 0.0676 data_time: 0.0017 memory: 1152 loss: 2.1173 2022/11/28 16:51:43 - mmengine - INFO - Epoch(train) [57][4300/5005] lr: 5.4107e-02 eta: 5:42:30 time: 0.0664 data_time: 0.0023 memory: 1152 loss: 2.1611 2022/11/28 16:51:49 - mmengine - INFO - Epoch(train) [57][4400/5005] lr: 5.4081e-02 eta: 5:42:24 time: 0.0656 data_time: 0.0018 memory: 1152 loss: 2.3265 2022/11/28 16:51:56 - mmengine - INFO - Epoch(train) [57][4500/5005] lr: 5.4055e-02 eta: 5:42:18 time: 0.0659 data_time: 0.0021 memory: 1152 loss: 2.0181 2022/11/28 16:52:03 - mmengine - INFO - Epoch(train) [57][4600/5005] lr: 5.4029e-02 eta: 5:42:12 time: 0.0654 data_time: 0.0018 memory: 1152 loss: 1.7646 2022/11/28 16:52:10 - mmengine - INFO - Epoch(train) [57][4700/5005] lr: 5.4003e-02 eta: 5:42:05 time: 0.0654 data_time: 0.0017 memory: 1152 loss: 2.0556 2022/11/28 16:52:11 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:52:17 - mmengine - INFO - Epoch(train) [57][4800/5005] lr: 5.3977e-02 eta: 5:41:59 time: 0.0655 data_time: 0.0016 memory: 1152 loss: 2.0615 2022/11/28 16:52:23 - mmengine - INFO - Epoch(train) [57][4900/5005] lr: 5.3951e-02 eta: 5:41:52 time: 0.0650 data_time: 0.0017 memory: 1152 loss: 2.0016 2022/11/28 16:52:30 - mmengine - INFO - Epoch(train) [57][5000/5005] lr: 5.3925e-02 eta: 5:41:46 time: 0.0657 data_time: 0.0019 memory: 1152 loss: 1.9996 2022/11/28 16:52:30 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:52:30 - mmengine - INFO - Saving checkpoint at 57 epochs 2022/11/28 16:52:35 - mmengine - INFO - Epoch(val) [57][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0250 memory: 1152 2022/11/28 16:52:48 - mmengine - INFO - Epoch(val) [57][196/196] accuracy/top1: 58.9260 accuracy/top5: 82.5520 2022/11/28 16:52:55 - mmengine - INFO - Epoch(train) [58][ 100/5005] lr: 5.3897e-02 eta: 5:41:40 time: 0.0654 data_time: 0.0018 memory: 1152 loss: 1.7991 2022/11/28 16:53:02 - mmengine - INFO - Epoch(train) [58][ 200/5005] lr: 5.3871e-02 eta: 5:41:33 time: 0.0656 data_time: 0.0017 memory: 1152 loss: 1.7780 2022/11/28 16:53:09 - mmengine - INFO - Epoch(train) [58][ 300/5005] lr: 5.3845e-02 eta: 5:41:27 time: 0.0661 data_time: 0.0018 memory: 1152 loss: 1.9143 2022/11/28 16:53:16 - mmengine - INFO - Epoch(train) [58][ 400/5005] lr: 5.3819e-02 eta: 5:41:21 time: 0.0662 data_time: 0.0017 memory: 1152 loss: 2.0836 2022/11/28 16:53:22 - mmengine - INFO - Epoch(train) [58][ 500/5005] lr: 5.3793e-02 eta: 5:41:14 time: 0.0663 data_time: 0.0019 memory: 1152 loss: 1.8777 2022/11/28 16:53:29 - mmengine - INFO - Epoch(train) [58][ 600/5005] lr: 5.3767e-02 eta: 5:41:08 time: 0.0661 data_time: 0.0018 memory: 1152 loss: 2.1151 2022/11/28 16:53:36 - mmengine - INFO - Epoch(train) [58][ 700/5005] lr: 5.3741e-02 eta: 5:41:02 time: 0.0664 data_time: 0.0023 memory: 1152 loss: 1.9630 2022/11/28 16:53:37 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:53:42 - mmengine - INFO - Epoch(train) [58][ 800/5005] lr: 5.3715e-02 eta: 5:40:55 time: 0.0660 data_time: 0.0017 memory: 1152 loss: 1.9055 2022/11/28 16:53:49 - mmengine - INFO - Epoch(train) [58][ 900/5005] lr: 5.3689e-02 eta: 5:40:49 time: 0.0663 data_time: 0.0016 memory: 1152 loss: 2.0592 2022/11/28 16:53:56 - mmengine - INFO - Epoch(train) [58][1000/5005] lr: 5.3662e-02 eta: 5:40:42 time: 0.0660 data_time: 0.0018 memory: 1152 loss: 2.0793 2022/11/28 16:54:03 - mmengine - INFO - Epoch(train) [58][1100/5005] lr: 5.3636e-02 eta: 5:40:36 time: 0.0653 data_time: 0.0017 memory: 1152 loss: 2.0925 2022/11/28 16:54:09 - mmengine - INFO - Epoch(train) [58][1200/5005] lr: 5.3610e-02 eta: 5:40:30 time: 0.0661 data_time: 0.0017 memory: 1152 loss: 2.0971 2022/11/28 16:54:16 - mmengine - INFO - Epoch(train) [58][1300/5005] lr: 5.3584e-02 eta: 5:40:23 time: 0.0684 data_time: 0.0023 memory: 1152 loss: 1.8465 2022/11/28 16:54:23 - mmengine - INFO - Epoch(train) [58][1400/5005] lr: 5.3558e-02 eta: 5:40:17 time: 0.0661 data_time: 0.0017 memory: 1152 loss: 1.7776 2022/11/28 16:54:30 - mmengine - INFO - Epoch(train) [58][1500/5005] lr: 5.3532e-02 eta: 5:40:11 time: 0.0680 data_time: 0.0017 memory: 1152 loss: 1.8530 2022/11/28 16:54:37 - mmengine - INFO - Epoch(train) [58][1600/5005] lr: 5.3506e-02 eta: 5:40:05 time: 0.0668 data_time: 0.0016 memory: 1152 loss: 1.9747 2022/11/28 16:54:43 - mmengine - INFO - Epoch(train) [58][1700/5005] lr: 5.3480e-02 eta: 5:39:58 time: 0.0659 data_time: 0.0017 memory: 1152 loss: 2.2551 2022/11/28 16:54:44 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:54:50 - mmengine - INFO - Epoch(train) [58][1800/5005] lr: 5.3454e-02 eta: 5:39:52 time: 0.0659 data_time: 0.0017 memory: 1152 loss: 1.9871 2022/11/28 16:54:57 - mmengine - INFO - Epoch(train) [58][1900/5005] lr: 5.3428e-02 eta: 5:39:45 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 2.0126 2022/11/28 16:55:04 - mmengine - INFO - Epoch(train) [58][2000/5005] lr: 5.3402e-02 eta: 5:39:39 time: 0.0660 data_time: 0.0017 memory: 1152 loss: 2.2153 2022/11/28 16:55:10 - mmengine - INFO - Epoch(train) [58][2100/5005] lr: 5.3375e-02 eta: 5:39:33 time: 0.0663 data_time: 0.0019 memory: 1152 loss: 1.9214 2022/11/28 16:55:17 - mmengine - INFO - Epoch(train) [58][2200/5005] lr: 5.3349e-02 eta: 5:39:26 time: 0.0660 data_time: 0.0017 memory: 1152 loss: 2.0338 2022/11/28 16:55:24 - mmengine - INFO - Epoch(train) [58][2300/5005] lr: 5.3323e-02 eta: 5:39:20 time: 0.0659 data_time: 0.0016 memory: 1152 loss: 1.8733 2022/11/28 16:55:30 - mmengine - INFO - Epoch(train) [58][2400/5005] lr: 5.3297e-02 eta: 5:39:14 time: 0.0670 data_time: 0.0017 memory: 1152 loss: 2.1037 2022/11/28 16:55:37 - mmengine - INFO - Epoch(train) [58][2500/5005] lr: 5.3271e-02 eta: 5:39:07 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 2.0084 2022/11/28 16:55:44 - mmengine - INFO - Epoch(train) [58][2600/5005] lr: 5.3245e-02 eta: 5:39:01 time: 0.0657 data_time: 0.0017 memory: 1152 loss: 1.9920 2022/11/28 16:55:51 - mmengine - INFO - Epoch(train) [58][2700/5005] lr: 5.3219e-02 eta: 5:38:55 time: 0.0661 data_time: 0.0016 memory: 1152 loss: 2.1394 2022/11/28 16:55:52 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:55:57 - mmengine - INFO - Epoch(train) [58][2800/5005] lr: 5.3193e-02 eta: 5:38:48 time: 0.0656 data_time: 0.0017 memory: 1152 loss: 2.0000 2022/11/28 16:56:04 - mmengine - INFO - Epoch(train) [58][2900/5005] lr: 5.3167e-02 eta: 5:38:42 time: 0.0676 data_time: 0.0016 memory: 1152 loss: 2.0046 2022/11/28 16:56:11 - mmengine - INFO - Epoch(train) [58][3000/5005] lr: 5.3141e-02 eta: 5:38:36 time: 0.0658 data_time: 0.0016 memory: 1152 loss: 1.9912 2022/11/28 16:56:18 - mmengine - INFO - Epoch(train) [58][3100/5005] lr: 5.3114e-02 eta: 5:38:29 time: 0.0664 data_time: 0.0016 memory: 1152 loss: 1.9074 2022/11/28 16:56:25 - mmengine - INFO - Epoch(train) [58][3200/5005] lr: 5.3088e-02 eta: 5:38:23 time: 0.0656 data_time: 0.0018 memory: 1152 loss: 2.1173 2022/11/28 16:56:31 - mmengine - INFO - Epoch(train) [58][3300/5005] lr: 5.3062e-02 eta: 5:38:17 time: 0.0665 data_time: 0.0017 memory: 1152 loss: 2.0497 2022/11/28 16:56:38 - mmengine - INFO - Epoch(train) [58][3400/5005] lr: 5.3036e-02 eta: 5:38:10 time: 0.0662 data_time: 0.0022 memory: 1152 loss: 2.1215 2022/11/28 16:56:45 - mmengine - INFO - Epoch(train) [58][3500/5005] lr: 5.3010e-02 eta: 5:38:04 time: 0.0662 data_time: 0.0019 memory: 1152 loss: 2.1105 2022/11/28 16:56:52 - mmengine - INFO - Epoch(train) [58][3600/5005] lr: 5.2984e-02 eta: 5:37:58 time: 0.0665 data_time: 0.0016 memory: 1152 loss: 2.0946 2022/11/28 16:56:59 - mmengine - INFO - Epoch(train) [58][3700/5005] lr: 5.2958e-02 eta: 5:37:51 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 2.0162 2022/11/28 16:57:00 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:57:05 - mmengine - INFO - Epoch(train) [58][3800/5005] lr: 5.2932e-02 eta: 5:37:45 time: 0.0656 data_time: 0.0018 memory: 1152 loss: 1.8695 2022/11/28 16:57:12 - mmengine - INFO - Epoch(train) [58][3900/5005] lr: 5.2906e-02 eta: 5:37:39 time: 0.0666 data_time: 0.0017 memory: 1152 loss: 1.9862 2022/11/28 16:57:19 - mmengine - INFO - Epoch(train) [58][4000/5005] lr: 5.2880e-02 eta: 5:37:32 time: 0.0667 data_time: 0.0019 memory: 1152 loss: 2.3149 2022/11/28 16:57:26 - mmengine - INFO - Epoch(train) [58][4100/5005] lr: 5.2853e-02 eta: 5:37:26 time: 0.0652 data_time: 0.0017 memory: 1152 loss: 1.8291 2022/11/28 16:57:32 - mmengine - INFO - Epoch(train) [58][4200/5005] lr: 5.2827e-02 eta: 5:37:20 time: 0.0681 data_time: 0.0018 memory: 1152 loss: 1.8600 2022/11/28 16:57:39 - mmengine - INFO - Epoch(train) [58][4300/5005] lr: 5.2801e-02 eta: 5:37:13 time: 0.0658 data_time: 0.0016 memory: 1152 loss: 1.9986 2022/11/28 16:57:46 - mmengine - INFO - Epoch(train) [58][4400/5005] lr: 5.2775e-02 eta: 5:37:07 time: 0.0675 data_time: 0.0020 memory: 1152 loss: 2.3650 2022/11/28 16:57:53 - mmengine - INFO - Epoch(train) [58][4500/5005] lr: 5.2749e-02 eta: 5:37:01 time: 0.0665 data_time: 0.0017 memory: 1152 loss: 2.0454 2022/11/28 16:57:59 - mmengine - INFO - Epoch(train) [58][4600/5005] lr: 5.2723e-02 eta: 5:36:54 time: 0.0664 data_time: 0.0017 memory: 1152 loss: 1.7371 2022/11/28 16:58:06 - mmengine - INFO - Epoch(train) [58][4700/5005] lr: 5.2697e-02 eta: 5:36:48 time: 0.0662 data_time: 0.0018 memory: 1152 loss: 1.9935 2022/11/28 16:58:07 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:58:13 - mmengine - INFO - Epoch(train) [58][4800/5005] lr: 5.2671e-02 eta: 5:36:42 time: 0.0713 data_time: 0.0018 memory: 1152 loss: 1.9720 2022/11/28 16:58:20 - mmengine - INFO - Epoch(train) [58][4900/5005] lr: 5.2644e-02 eta: 5:36:36 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 2.0637 2022/11/28 16:58:27 - mmengine - INFO - Epoch(train) [58][5000/5005] lr: 5.2618e-02 eta: 5:36:29 time: 0.0659 data_time: 0.0025 memory: 1152 loss: 1.9386 2022/11/28 16:58:27 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:58:27 - mmengine - INFO - Saving checkpoint at 58 epochs 2022/11/28 16:58:32 - mmengine - INFO - Epoch(val) [58][100/196] eta: 0:00:03 time: 0.0365 data_time: 0.0250 memory: 1152 2022/11/28 16:58:45 - mmengine - INFO - Epoch(val) [58][196/196] accuracy/top1: 60.3900 accuracy/top5: 83.6140 2022/11/28 16:58:52 - mmengine - INFO - Epoch(train) [59][ 100/5005] lr: 5.2591e-02 eta: 5:36:23 time: 0.0660 data_time: 0.0017 memory: 1152 loss: 1.9308 2022/11/28 16:58:59 - mmengine - INFO - Epoch(train) [59][ 200/5005] lr: 5.2565e-02 eta: 5:36:16 time: 0.0665 data_time: 0.0019 memory: 1152 loss: 1.9790 2022/11/28 16:59:06 - mmengine - INFO - Epoch(train) [59][ 300/5005] lr: 5.2539e-02 eta: 5:36:10 time: 0.0651 data_time: 0.0017 memory: 1152 loss: 1.8628 2022/11/28 16:59:12 - mmengine - INFO - Epoch(train) [59][ 400/5005] lr: 5.2513e-02 eta: 5:36:04 time: 0.0664 data_time: 0.0021 memory: 1152 loss: 2.2027 2022/11/28 16:59:19 - mmengine - INFO - Epoch(train) [59][ 500/5005] lr: 5.2486e-02 eta: 5:35:57 time: 0.0656 data_time: 0.0018 memory: 1152 loss: 1.8019 2022/11/28 16:59:26 - mmengine - INFO - Epoch(train) [59][ 600/5005] lr: 5.2460e-02 eta: 5:35:51 time: 0.0650 data_time: 0.0018 memory: 1152 loss: 1.9238 2022/11/28 16:59:33 - mmengine - INFO - Epoch(train) [59][ 700/5005] lr: 5.2434e-02 eta: 5:35:45 time: 0.0661 data_time: 0.0017 memory: 1152 loss: 1.9249 2022/11/28 16:59:33 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 16:59:39 - mmengine - INFO - Epoch(train) [59][ 800/5005] lr: 5.2408e-02 eta: 5:35:38 time: 0.0658 data_time: 0.0017 memory: 1152 loss: 1.9022 2022/11/28 16:59:46 - mmengine - INFO - Epoch(train) [59][ 900/5005] lr: 5.2382e-02 eta: 5:35:32 time: 0.0670 data_time: 0.0018 memory: 1152 loss: 1.9035 2022/11/28 16:59:53 - mmengine - INFO - Epoch(train) [59][1000/5005] lr: 5.2356e-02 eta: 5:35:26 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 1.8588 2022/11/28 17:00:00 - mmengine - INFO - Epoch(train) [59][1100/5005] lr: 5.2330e-02 eta: 5:35:19 time: 0.0659 data_time: 0.0016 memory: 1152 loss: 1.9828 2022/11/28 17:00:06 - mmengine - INFO - Epoch(train) [59][1200/5005] lr: 5.2304e-02 eta: 5:35:13 time: 0.0660 data_time: 0.0017 memory: 1152 loss: 1.9434 2022/11/28 17:00:13 - mmengine - INFO - Epoch(train) [59][1300/5005] lr: 5.2277e-02 eta: 5:35:07 time: 0.0717 data_time: 0.0017 memory: 1152 loss: 1.9670 2022/11/28 17:00:20 - mmengine - INFO - Epoch(train) [59][1400/5005] lr: 5.2251e-02 eta: 5:35:00 time: 0.0672 data_time: 0.0017 memory: 1152 loss: 2.3054 2022/11/28 17:00:27 - mmengine - INFO - Epoch(train) [59][1500/5005] lr: 5.2225e-02 eta: 5:34:54 time: 0.0658 data_time: 0.0017 memory: 1152 loss: 1.7408 2022/11/28 17:00:33 - mmengine - INFO - Epoch(train) [59][1600/5005] lr: 5.2199e-02 eta: 5:34:48 time: 0.0668 data_time: 0.0017 memory: 1152 loss: 1.9317 2022/11/28 17:00:40 - mmengine - INFO - Epoch(train) [59][1700/5005] lr: 5.2173e-02 eta: 5:34:41 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.9487 2022/11/28 17:00:41 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:00:47 - mmengine - INFO - Epoch(train) [59][1800/5005] lr: 5.2147e-02 eta: 5:34:35 time: 0.0661 data_time: 0.0016 memory: 1152 loss: 1.7392 2022/11/28 17:00:54 - mmengine - INFO - Epoch(train) [59][1900/5005] lr: 5.2121e-02 eta: 5:34:29 time: 0.0670 data_time: 0.0020 memory: 1152 loss: 2.0785 2022/11/28 17:01:00 - mmengine - INFO - Epoch(train) [59][2000/5005] lr: 5.2095e-02 eta: 5:34:22 time: 0.0654 data_time: 0.0017 memory: 1152 loss: 1.9512 2022/11/28 17:01:07 - mmengine - INFO - Epoch(train) [59][2100/5005] lr: 5.2068e-02 eta: 5:34:16 time: 0.0665 data_time: 0.0016 memory: 1152 loss: 1.8548 2022/11/28 17:01:14 - mmengine - INFO - Epoch(train) [59][2200/5005] lr: 5.2042e-02 eta: 5:34:09 time: 0.0671 data_time: 0.0017 memory: 1152 loss: 1.8225 2022/11/28 17:01:21 - mmengine - INFO - Epoch(train) [59][2300/5005] lr: 5.2016e-02 eta: 5:34:03 time: 0.0657 data_time: 0.0017 memory: 1152 loss: 2.0542 2022/11/28 17:01:27 - mmengine - INFO - Epoch(train) [59][2400/5005] lr: 5.1990e-02 eta: 5:33:57 time: 0.0659 data_time: 0.0019 memory: 1152 loss: 2.1413 2022/11/28 17:01:34 - mmengine - INFO - Epoch(train) [59][2500/5005] lr: 5.1964e-02 eta: 5:33:50 time: 0.0661 data_time: 0.0017 memory: 1152 loss: 1.8236 2022/11/28 17:01:41 - mmengine - INFO - Epoch(train) [59][2600/5005] lr: 5.1938e-02 eta: 5:33:44 time: 0.0659 data_time: 0.0023 memory: 1152 loss: 1.9425 2022/11/28 17:01:48 - mmengine - INFO - Epoch(train) [59][2700/5005] lr: 5.1912e-02 eta: 5:33:38 time: 0.0663 data_time: 0.0023 memory: 1152 loss: 1.9087 2022/11/28 17:01:48 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:01:54 - mmengine - INFO - Epoch(train) [59][2800/5005] lr: 5.1886e-02 eta: 5:33:31 time: 0.0655 data_time: 0.0016 memory: 1152 loss: 1.8400 2022/11/28 17:02:01 - mmengine - INFO - Epoch(train) [59][2900/5005] lr: 5.1859e-02 eta: 5:33:25 time: 0.0652 data_time: 0.0017 memory: 1152 loss: 1.7985 2022/11/28 17:02:08 - mmengine - INFO - Epoch(train) [59][3000/5005] lr: 5.1833e-02 eta: 5:33:19 time: 0.0661 data_time: 0.0018 memory: 1152 loss: 2.2861 2022/11/28 17:02:15 - mmengine - INFO - Epoch(train) [59][3100/5005] lr: 5.1807e-02 eta: 5:33:12 time: 0.0652 data_time: 0.0018 memory: 1152 loss: 1.7806 2022/11/28 17:02:21 - mmengine - INFO - Epoch(train) [59][3200/5005] lr: 5.1781e-02 eta: 5:33:06 time: 0.0650 data_time: 0.0018 memory: 1152 loss: 1.9047 2022/11/28 17:02:28 - mmengine - INFO - Epoch(train) [59][3300/5005] lr: 5.1755e-02 eta: 5:32:59 time: 0.0654 data_time: 0.0018 memory: 1152 loss: 1.9506 2022/11/28 17:02:35 - mmengine - INFO - Epoch(train) [59][3400/5005] lr: 5.1729e-02 eta: 5:32:53 time: 0.0667 data_time: 0.0017 memory: 1152 loss: 2.1446 2022/11/28 17:02:42 - mmengine - INFO - Epoch(train) [59][3500/5005] lr: 5.1703e-02 eta: 5:32:47 time: 0.0657 data_time: 0.0016 memory: 1152 loss: 2.0595 2022/11/28 17:02:49 - mmengine - INFO - Epoch(train) [59][3600/5005] lr: 5.1676e-02 eta: 5:32:41 time: 0.0659 data_time: 0.0017 memory: 1152 loss: 1.8250 2022/11/28 17:02:55 - mmengine - INFO - Epoch(train) [59][3700/5005] lr: 5.1650e-02 eta: 5:32:34 time: 0.0653 data_time: 0.0017 memory: 1152 loss: 2.0658 2022/11/28 17:02:56 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:03:02 - mmengine - INFO - Epoch(train) [59][3800/5005] lr: 5.1624e-02 eta: 5:32:28 time: 0.0651 data_time: 0.0016 memory: 1152 loss: 2.0554 2022/11/28 17:03:09 - mmengine - INFO - Epoch(train) [59][3900/5005] lr: 5.1598e-02 eta: 5:32:21 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 1.9253 2022/11/28 17:03:16 - mmengine - INFO - Epoch(train) [59][4000/5005] lr: 5.1572e-02 eta: 5:32:15 time: 0.0659 data_time: 0.0017 memory: 1152 loss: 2.1772 2022/11/28 17:03:22 - mmengine - INFO - Epoch(train) [59][4100/5005] lr: 5.1546e-02 eta: 5:32:09 time: 0.0653 data_time: 0.0018 memory: 1152 loss: 1.8733 2022/11/28 17:03:29 - mmengine - INFO - Epoch(train) [59][4200/5005] lr: 5.1520e-02 eta: 5:32:02 time: 0.0654 data_time: 0.0019 memory: 1152 loss: 2.2145 2022/11/28 17:03:36 - mmengine - INFO - Epoch(train) [59][4300/5005] lr: 5.1493e-02 eta: 5:31:56 time: 0.0664 data_time: 0.0017 memory: 1152 loss: 1.9763 2022/11/28 17:03:43 - mmengine - INFO - Epoch(train) [59][4400/5005] lr: 5.1467e-02 eta: 5:31:50 time: 0.0651 data_time: 0.0017 memory: 1152 loss: 2.0597 2022/11/28 17:03:49 - mmengine - INFO - Epoch(train) [59][4500/5005] lr: 5.1441e-02 eta: 5:31:43 time: 0.0661 data_time: 0.0017 memory: 1152 loss: 2.0462 2022/11/28 17:03:56 - mmengine - INFO - Epoch(train) [59][4600/5005] lr: 5.1415e-02 eta: 5:31:37 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 1.9514 2022/11/28 17:04:03 - mmengine - INFO - Epoch(train) [59][4700/5005] lr: 5.1389e-02 eta: 5:31:31 time: 0.0670 data_time: 0.0017 memory: 1152 loss: 2.0327 2022/11/28 17:04:03 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:04:10 - mmengine - INFO - Epoch(train) [59][4800/5005] lr: 5.1363e-02 eta: 5:31:24 time: 0.0657 data_time: 0.0018 memory: 1152 loss: 2.0089 2022/11/28 17:04:16 - mmengine - INFO - Epoch(train) [59][4900/5005] lr: 5.1337e-02 eta: 5:31:18 time: 0.0664 data_time: 0.0017 memory: 1152 loss: 1.8824 2022/11/28 17:04:23 - mmengine - INFO - Epoch(train) [59][5000/5005] lr: 5.1310e-02 eta: 5:31:12 time: 0.0730 data_time: 0.0025 memory: 1152 loss: 2.0791 2022/11/28 17:04:23 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:04:23 - mmengine - INFO - Saving checkpoint at 59 epochs 2022/11/28 17:04:28 - mmengine - INFO - Epoch(val) [59][100/196] eta: 0:00:03 time: 0.0365 data_time: 0.0262 memory: 1152 2022/11/28 17:04:41 - mmengine - INFO - Epoch(val) [59][196/196] accuracy/top1: 61.4240 accuracy/top5: 83.8640 2022/11/28 17:04:48 - mmengine - INFO - Epoch(train) [60][ 100/5005] lr: 5.1283e-02 eta: 5:31:05 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 2.0021 2022/11/28 17:04:55 - mmengine - INFO - Epoch(train) [60][ 200/5005] lr: 5.1257e-02 eta: 5:30:59 time: 0.0664 data_time: 0.0016 memory: 1152 loss: 1.9896 2022/11/28 17:05:02 - mmengine - INFO - Epoch(train) [60][ 300/5005] lr: 5.1231e-02 eta: 5:30:52 time: 0.0670 data_time: 0.0016 memory: 1152 loss: 1.8842 2022/11/28 17:05:09 - mmengine - INFO - Epoch(train) [60][ 400/5005] lr: 5.1205e-02 eta: 5:30:46 time: 0.0657 data_time: 0.0024 memory: 1152 loss: 2.1307 2022/11/28 17:05:16 - mmengine - INFO - Epoch(train) [60][ 500/5005] lr: 5.1178e-02 eta: 5:30:40 time: 0.0657 data_time: 0.0018 memory: 1152 loss: 1.9206 2022/11/28 17:05:22 - mmengine - INFO - Epoch(train) [60][ 600/5005] lr: 5.1152e-02 eta: 5:30:34 time: 0.0659 data_time: 0.0017 memory: 1152 loss: 1.8669 2022/11/28 17:05:29 - mmengine - INFO - Epoch(train) [60][ 700/5005] lr: 5.1126e-02 eta: 5:30:27 time: 0.0663 data_time: 0.0018 memory: 1152 loss: 2.0371 2022/11/28 17:05:29 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:05:36 - mmengine - INFO - Epoch(train) [60][ 800/5005] lr: 5.1100e-02 eta: 5:30:21 time: 0.0652 data_time: 0.0018 memory: 1152 loss: 2.0183 2022/11/28 17:05:43 - mmengine - INFO - Epoch(train) [60][ 900/5005] lr: 5.1074e-02 eta: 5:30:14 time: 0.0653 data_time: 0.0017 memory: 1152 loss: 2.1678 2022/11/28 17:05:49 - mmengine - INFO - Epoch(train) [60][1000/5005] lr: 5.1048e-02 eta: 5:30:08 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 1.9436 2022/11/28 17:05:56 - mmengine - INFO - Epoch(train) [60][1100/5005] lr: 5.1021e-02 eta: 5:30:02 time: 0.0653 data_time: 0.0017 memory: 1152 loss: 1.8671 2022/11/28 17:06:03 - mmengine - INFO - Epoch(train) [60][1200/5005] lr: 5.0995e-02 eta: 5:29:55 time: 0.0690 data_time: 0.0016 memory: 1152 loss: 1.9890 2022/11/28 17:06:10 - mmengine - INFO - Epoch(train) [60][1300/5005] lr: 5.0969e-02 eta: 5:29:49 time: 0.0666 data_time: 0.0018 memory: 1152 loss: 1.8368 2022/11/28 17:06:16 - mmengine - INFO - Epoch(train) [60][1400/5005] lr: 5.0943e-02 eta: 5:29:43 time: 0.0661 data_time: 0.0017 memory: 1152 loss: 2.0675 2022/11/28 17:06:23 - mmengine - INFO - Epoch(train) [60][1500/5005] lr: 5.0917e-02 eta: 5:29:36 time: 0.0662 data_time: 0.0017 memory: 1152 loss: 1.9556 2022/11/28 17:06:30 - mmengine - INFO - Epoch(train) [60][1600/5005] lr: 5.0891e-02 eta: 5:29:30 time: 0.0673 data_time: 0.0018 memory: 1152 loss: 1.9139 2022/11/28 17:06:37 - mmengine - INFO - Epoch(train) [60][1700/5005] lr: 5.0865e-02 eta: 5:29:24 time: 0.0657 data_time: 0.0017 memory: 1152 loss: 1.9939 2022/11/28 17:06:37 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:06:44 - mmengine - INFO - Epoch(train) [60][1800/5005] lr: 5.0838e-02 eta: 5:29:17 time: 0.0660 data_time: 0.0018 memory: 1152 loss: 2.0011 2022/11/28 17:06:50 - mmengine - INFO - Epoch(train) [60][1900/5005] lr: 5.0812e-02 eta: 5:29:11 time: 0.0671 data_time: 0.0017 memory: 1152 loss: 2.0975 2022/11/28 17:06:57 - mmengine - INFO - Epoch(train) [60][2000/5005] lr: 5.0786e-02 eta: 5:29:05 time: 0.0677 data_time: 0.0017 memory: 1152 loss: 2.0816 2022/11/28 17:07:04 - mmengine - INFO - Epoch(train) [60][2100/5005] lr: 5.0760e-02 eta: 5:28:58 time: 0.0659 data_time: 0.0017 memory: 1152 loss: 1.9158 2022/11/28 17:07:11 - mmengine - INFO - Epoch(train) [60][2200/5005] lr: 5.0734e-02 eta: 5:28:52 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 1.7993 2022/11/28 17:07:18 - mmengine - INFO - Epoch(train) [60][2300/5005] lr: 5.0708e-02 eta: 5:28:46 time: 0.0664 data_time: 0.0017 memory: 1152 loss: 2.0247 2022/11/28 17:07:24 - mmengine - INFO - Epoch(train) [60][2400/5005] lr: 5.0682e-02 eta: 5:28:39 time: 0.0744 data_time: 0.0018 memory: 1152 loss: 1.8278 2022/11/28 17:07:31 - mmengine - INFO - Epoch(train) [60][2500/5005] lr: 5.0655e-02 eta: 5:28:33 time: 0.0661 data_time: 0.0018 memory: 1152 loss: 1.9138 2022/11/28 17:07:38 - mmengine - INFO - Epoch(train) [60][2600/5005] lr: 5.0629e-02 eta: 5:28:27 time: 0.0660 data_time: 0.0018 memory: 1152 loss: 1.8564 2022/11/28 17:07:45 - mmengine - INFO - Epoch(train) [60][2700/5005] lr: 5.0603e-02 eta: 5:28:20 time: 0.0671 data_time: 0.0017 memory: 1152 loss: 1.9432 2022/11/28 17:07:45 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:07:51 - mmengine - INFO - Epoch(train) [60][2800/5005] lr: 5.0577e-02 eta: 5:28:14 time: 0.0658 data_time: 0.0017 memory: 1152 loss: 2.0447 2022/11/28 17:07:58 - mmengine - INFO - Epoch(train) [60][2900/5005] lr: 5.0551e-02 eta: 5:28:07 time: 0.0656 data_time: 0.0018 memory: 1152 loss: 2.0456 2022/11/28 17:08:05 - mmengine - INFO - Epoch(train) [60][3000/5005] lr: 5.0525e-02 eta: 5:28:01 time: 0.0733 data_time: 0.0019 memory: 1152 loss: 2.0673 2022/11/28 17:08:12 - mmengine - INFO - Epoch(train) [60][3100/5005] lr: 5.0498e-02 eta: 5:27:55 time: 0.0668 data_time: 0.0021 memory: 1152 loss: 1.8703 2022/11/28 17:08:18 - mmengine - INFO - Epoch(train) [60][3200/5005] lr: 5.0472e-02 eta: 5:27:48 time: 0.0662 data_time: 0.0017 memory: 1152 loss: 1.9316 2022/11/28 17:08:25 - mmengine - INFO - Epoch(train) [60][3300/5005] lr: 5.0446e-02 eta: 5:27:42 time: 0.0656 data_time: 0.0018 memory: 1152 loss: 2.1436 2022/11/28 17:08:32 - mmengine - INFO - Epoch(train) [60][3400/5005] lr: 5.0420e-02 eta: 5:27:36 time: 0.0662 data_time: 0.0017 memory: 1152 loss: 2.1409 2022/11/28 17:08:39 - mmengine - INFO - Epoch(train) [60][3500/5005] lr: 5.0394e-02 eta: 5:27:29 time: 0.0658 data_time: 0.0017 memory: 1152 loss: 1.9547 2022/11/28 17:08:45 - mmengine - INFO - Epoch(train) [60][3600/5005] lr: 5.0368e-02 eta: 5:27:23 time: 0.0663 data_time: 0.0017 memory: 1152 loss: 1.8372 2022/11/28 17:08:52 - mmengine - INFO - Epoch(train) [60][3700/5005] lr: 5.0342e-02 eta: 5:27:17 time: 0.0652 data_time: 0.0018 memory: 1152 loss: 1.8286 2022/11/28 17:08:52 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:08:59 - mmengine - INFO - Epoch(train) [60][3800/5005] lr: 5.0315e-02 eta: 5:27:10 time: 0.0657 data_time: 0.0017 memory: 1152 loss: 1.8050 2022/11/28 17:09:06 - mmengine - INFO - Epoch(train) [60][3900/5005] lr: 5.0289e-02 eta: 5:27:04 time: 0.0744 data_time: 0.0017 memory: 1152 loss: 1.8956 2022/11/28 17:09:12 - mmengine - INFO - Epoch(train) [60][4000/5005] lr: 5.0263e-02 eta: 5:26:58 time: 0.0669 data_time: 0.0017 memory: 1152 loss: 1.9479 2022/11/28 17:09:19 - mmengine - INFO - Epoch(train) [60][4100/5005] lr: 5.0237e-02 eta: 5:26:51 time: 0.0665 data_time: 0.0017 memory: 1152 loss: 2.1361 2022/11/28 17:09:26 - mmengine - INFO - Epoch(train) [60][4200/5005] lr: 5.0211e-02 eta: 5:26:45 time: 0.0664 data_time: 0.0017 memory: 1152 loss: 2.0623 2022/11/28 17:09:33 - mmengine - INFO - Epoch(train) [60][4300/5005] lr: 5.0185e-02 eta: 5:26:39 time: 0.0666 data_time: 0.0023 memory: 1152 loss: 1.9517 2022/11/28 17:09:40 - mmengine - INFO - Epoch(train) [60][4400/5005] lr: 5.0158e-02 eta: 5:26:32 time: 0.0659 data_time: 0.0017 memory: 1152 loss: 1.7585 2022/11/28 17:09:46 - mmengine - INFO - Epoch(train) [60][4500/5005] lr: 5.0132e-02 eta: 5:26:26 time: 0.0658 data_time: 0.0019 memory: 1152 loss: 1.8664 2022/11/28 17:09:53 - mmengine - INFO - Epoch(train) [60][4600/5005] lr: 5.0106e-02 eta: 5:26:20 time: 0.0671 data_time: 0.0020 memory: 1152 loss: 1.8823 2022/11/28 17:10:00 - mmengine - INFO - Epoch(train) [60][4700/5005] lr: 5.0080e-02 eta: 5:26:13 time: 0.0662 data_time: 0.0016 memory: 1152 loss: 2.1298 2022/11/28 17:10:00 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:10:07 - mmengine - INFO - Epoch(train) [60][4800/5005] lr: 5.0054e-02 eta: 5:26:07 time: 0.0652 data_time: 0.0018 memory: 1152 loss: 2.0199 2022/11/28 17:10:14 - mmengine - INFO - Epoch(train) [60][4900/5005] lr: 5.0028e-02 eta: 5:26:01 time: 0.0667 data_time: 0.0022 memory: 1152 loss: 1.8598 2022/11/28 17:10:21 - mmengine - INFO - Epoch(train) [60][5000/5005] lr: 5.0002e-02 eta: 5:25:54 time: 0.0671 data_time: 0.0031 memory: 1152 loss: 2.1634 2022/11/28 17:10:21 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:10:21 - mmengine - INFO - Saving checkpoint at 60 epochs 2022/11/28 17:10:26 - mmengine - INFO - Epoch(val) [60][100/196] eta: 0:00:03 time: 0.0448 data_time: 0.0336 memory: 1152 2022/11/28 17:10:39 - mmengine - INFO - Epoch(val) [60][196/196] accuracy/top1: 59.8880 accuracy/top5: 83.1100 2022/11/28 17:10:46 - mmengine - INFO - Epoch(train) [61][ 100/5005] lr: 4.9974e-02 eta: 5:25:48 time: 0.0664 data_time: 0.0022 memory: 1152 loss: 1.8454 2022/11/28 17:10:53 - mmengine - INFO - Epoch(train) [61][ 200/5005] lr: 4.9948e-02 eta: 5:25:42 time: 0.0676 data_time: 0.0023 memory: 1152 loss: 1.7059 2022/11/28 17:11:00 - mmengine - INFO - Epoch(train) [61][ 300/5005] lr: 4.9922e-02 eta: 5:25:35 time: 0.0666 data_time: 0.0017 memory: 1152 loss: 1.8632 2022/11/28 17:11:06 - mmengine - INFO - Epoch(train) [61][ 400/5005] lr: 4.9896e-02 eta: 5:25:29 time: 0.0658 data_time: 0.0018 memory: 1152 loss: 1.8558 2022/11/28 17:11:13 - mmengine - INFO - Epoch(train) [61][ 500/5005] lr: 4.9869e-02 eta: 5:25:23 time: 0.0663 data_time: 0.0018 memory: 1152 loss: 2.0672 2022/11/28 17:11:20 - mmengine - INFO - Epoch(train) [61][ 600/5005] lr: 4.9843e-02 eta: 5:25:16 time: 0.0658 data_time: 0.0018 memory: 1152 loss: 1.9013 2022/11/28 17:11:27 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:11:27 - mmengine - INFO - Epoch(train) [61][ 700/5005] lr: 4.9817e-02 eta: 5:25:10 time: 0.0753 data_time: 0.0016 memory: 1152 loss: 1.7611 2022/11/28 17:11:33 - mmengine - INFO - Epoch(train) [61][ 800/5005] lr: 4.9791e-02 eta: 5:25:04 time: 0.0661 data_time: 0.0017 memory: 1152 loss: 1.9995 2022/11/28 17:11:40 - mmengine - INFO - Epoch(train) [61][ 900/5005] lr: 4.9765e-02 eta: 5:24:57 time: 0.0657 data_time: 0.0018 memory: 1152 loss: 1.9121 2022/11/28 17:11:47 - mmengine - INFO - Epoch(train) [61][1000/5005] lr: 4.9739e-02 eta: 5:24:51 time: 0.0657 data_time: 0.0017 memory: 1152 loss: 1.7242 2022/11/28 17:11:54 - mmengine - INFO - Epoch(train) [61][1100/5005] lr: 4.9713e-02 eta: 5:24:44 time: 0.0652 data_time: 0.0018 memory: 1152 loss: 1.9557 2022/11/28 17:12:00 - mmengine - INFO - Epoch(train) [61][1200/5005] lr: 4.9686e-02 eta: 5:24:38 time: 0.0664 data_time: 0.0017 memory: 1152 loss: 1.8046 2022/11/28 17:12:07 - mmengine - INFO - Epoch(train) [61][1300/5005] lr: 4.9660e-02 eta: 5:24:32 time: 0.0661 data_time: 0.0018 memory: 1152 loss: 1.7511 2022/11/28 17:12:14 - mmengine - INFO - Epoch(train) [61][1400/5005] lr: 4.9634e-02 eta: 5:24:25 time: 0.0653 data_time: 0.0017 memory: 1152 loss: 1.7126 2022/11/28 17:12:21 - mmengine - INFO - Epoch(train) [61][1500/5005] lr: 4.9608e-02 eta: 5:24:19 time: 0.0662 data_time: 0.0017 memory: 1152 loss: 2.0595 2022/11/28 17:12:27 - mmengine - INFO - Epoch(train) [61][1600/5005] lr: 4.9582e-02 eta: 5:24:13 time: 0.0657 data_time: 0.0018 memory: 1152 loss: 2.1774 2022/11/28 17:12:34 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:12:34 - mmengine - INFO - Epoch(train) [61][1700/5005] lr: 4.9556e-02 eta: 5:24:06 time: 0.0658 data_time: 0.0017 memory: 1152 loss: 1.9127 2022/11/28 17:12:41 - mmengine - INFO - Epoch(train) [61][1800/5005] lr: 4.9530e-02 eta: 5:24:00 time: 0.0660 data_time: 0.0017 memory: 1152 loss: 1.8559 2022/11/28 17:12:48 - mmengine - INFO - Epoch(train) [61][1900/5005] lr: 4.9503e-02 eta: 5:23:53 time: 0.0672 data_time: 0.0016 memory: 1152 loss: 2.0582 2022/11/28 17:12:55 - mmengine - INFO - Epoch(train) [61][2000/5005] lr: 4.9477e-02 eta: 5:23:47 time: 0.0659 data_time: 0.0017 memory: 1152 loss: 1.9751 2022/11/28 17:13:01 - mmengine - INFO - Epoch(train) [61][2100/5005] lr: 4.9451e-02 eta: 5:23:41 time: 0.0661 data_time: 0.0017 memory: 1152 loss: 1.7578 2022/11/28 17:13:08 - mmengine - INFO - Epoch(train) [61][2200/5005] lr: 4.9425e-02 eta: 5:23:34 time: 0.0664 data_time: 0.0017 memory: 1152 loss: 1.8853 2022/11/28 17:13:15 - mmengine - INFO - Epoch(train) [61][2300/5005] lr: 4.9399e-02 eta: 5:23:28 time: 0.0717 data_time: 0.0017 memory: 1152 loss: 2.1350 2022/11/28 17:13:22 - mmengine - INFO - Epoch(train) [61][2400/5005] lr: 4.9373e-02 eta: 5:23:22 time: 0.0665 data_time: 0.0022 memory: 1152 loss: 2.0781 2022/11/28 17:13:28 - mmengine - INFO - Epoch(train) [61][2500/5005] lr: 4.9346e-02 eta: 5:23:15 time: 0.0667 data_time: 0.0017 memory: 1152 loss: 1.7455 2022/11/28 17:13:35 - mmengine - INFO - Epoch(train) [61][2600/5005] lr: 4.9320e-02 eta: 5:23:09 time: 0.0751 data_time: 0.0017 memory: 1152 loss: 2.1093 2022/11/28 17:13:42 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:13:42 - mmengine - INFO - Epoch(train) [61][2700/5005] lr: 4.9294e-02 eta: 5:23:03 time: 0.0661 data_time: 0.0022 memory: 1152 loss: 1.8740 2022/11/28 17:13:49 - mmengine - INFO - Epoch(train) [61][2800/5005] lr: 4.9268e-02 eta: 5:22:56 time: 0.0666 data_time: 0.0017 memory: 1152 loss: 1.6859 2022/11/28 17:13:55 - mmengine - INFO - Epoch(train) [61][2900/5005] lr: 4.9242e-02 eta: 5:22:50 time: 0.0666 data_time: 0.0017 memory: 1152 loss: 2.0280 2022/11/28 17:14:02 - mmengine - INFO - Epoch(train) [61][3000/5005] lr: 4.9216e-02 eta: 5:22:44 time: 0.0663 data_time: 0.0017 memory: 1152 loss: 1.9910 2022/11/28 17:14:09 - mmengine - INFO - Epoch(train) [61][3100/5005] lr: 4.9190e-02 eta: 5:22:37 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 1.9189 2022/11/28 17:14:16 - mmengine - INFO - Epoch(train) [61][3200/5005] lr: 4.9163e-02 eta: 5:22:31 time: 0.0720 data_time: 0.0018 memory: 1152 loss: 1.7745 2022/11/28 17:14:23 - mmengine - INFO - Epoch(train) [61][3300/5005] lr: 4.9137e-02 eta: 5:22:24 time: 0.0651 data_time: 0.0017 memory: 1152 loss: 1.9011 2022/11/28 17:14:29 - mmengine - INFO - Epoch(train) [61][3400/5005] lr: 4.9111e-02 eta: 5:22:18 time: 0.0658 data_time: 0.0017 memory: 1152 loss: 1.8265 2022/11/28 17:14:36 - mmengine - INFO - Epoch(train) [61][3500/5005] lr: 4.9085e-02 eta: 5:22:12 time: 0.0659 data_time: 0.0017 memory: 1152 loss: 1.8585 2022/11/28 17:14:43 - mmengine - INFO - Epoch(train) [61][3600/5005] lr: 4.9059e-02 eta: 5:22:05 time: 0.0658 data_time: 0.0017 memory: 1152 loss: 1.8424 2022/11/28 17:14:49 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:14:49 - mmengine - INFO - Epoch(train) [61][3700/5005] lr: 4.9033e-02 eta: 5:21:59 time: 0.0675 data_time: 0.0017 memory: 1152 loss: 1.7734 2022/11/28 17:14:56 - mmengine - INFO - Epoch(train) [61][3800/5005] lr: 4.9006e-02 eta: 5:21:53 time: 0.0663 data_time: 0.0020 memory: 1152 loss: 1.9265 2022/11/28 17:15:03 - mmengine - INFO - Epoch(train) [61][3900/5005] lr: 4.8980e-02 eta: 5:21:46 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.9785 2022/11/28 17:15:10 - mmengine - INFO - Epoch(train) [61][4000/5005] lr: 4.8954e-02 eta: 5:21:40 time: 0.0666 data_time: 0.0017 memory: 1152 loss: 1.9544 2022/11/28 17:15:17 - mmengine - INFO - Epoch(train) [61][4100/5005] lr: 4.8928e-02 eta: 5:21:34 time: 0.0751 data_time: 0.0017 memory: 1152 loss: 1.8924 2022/11/28 17:15:24 - mmengine - INFO - Epoch(train) [61][4200/5005] lr: 4.8902e-02 eta: 5:21:27 time: 0.0665 data_time: 0.0023 memory: 1152 loss: 2.1175 2022/11/28 17:15:30 - mmengine - INFO - Epoch(train) [61][4300/5005] lr: 4.8876e-02 eta: 5:21:21 time: 0.0660 data_time: 0.0017 memory: 1152 loss: 1.8736 2022/11/28 17:15:37 - mmengine - INFO - Epoch(train) [61][4400/5005] lr: 4.8850e-02 eta: 5:21:14 time: 0.0660 data_time: 0.0017 memory: 1152 loss: 2.0016 2022/11/28 17:15:44 - mmengine - INFO - Epoch(train) [61][4500/5005] lr: 4.8823e-02 eta: 5:21:08 time: 0.0671 data_time: 0.0023 memory: 1152 loss: 1.9988 2022/11/28 17:15:51 - mmengine - INFO - Epoch(train) [61][4600/5005] lr: 4.8797e-02 eta: 5:21:02 time: 0.0664 data_time: 0.0016 memory: 1152 loss: 2.0608 2022/11/28 17:15:57 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:15:57 - mmengine - INFO - Epoch(train) [61][4700/5005] lr: 4.8771e-02 eta: 5:20:55 time: 0.0662 data_time: 0.0023 memory: 1152 loss: 2.0321 2022/11/28 17:16:04 - mmengine - INFO - Epoch(train) [61][4800/5005] lr: 4.8745e-02 eta: 5:20:49 time: 0.0669 data_time: 0.0019 memory: 1152 loss: 1.8821 2022/11/28 17:16:11 - mmengine - INFO - Epoch(train) [61][4900/5005] lr: 4.8719e-02 eta: 5:20:43 time: 0.0684 data_time: 0.0017 memory: 1152 loss: 2.0629 2022/11/28 17:16:18 - mmengine - INFO - Epoch(train) [61][5000/5005] lr: 4.8693e-02 eta: 5:20:37 time: 0.0667 data_time: 0.0028 memory: 1152 loss: 1.8431 2022/11/28 17:16:18 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:16:18 - mmengine - INFO - Saving checkpoint at 61 epochs 2022/11/28 17:16:23 - mmengine - INFO - Epoch(val) [61][100/196] eta: 0:00:03 time: 0.0441 data_time: 0.0331 memory: 1152 2022/11/28 17:16:36 - mmengine - INFO - Epoch(val) [61][196/196] accuracy/top1: 60.4900 accuracy/top5: 83.5820 2022/11/28 17:16:43 - mmengine - INFO - Epoch(train) [62][ 100/5005] lr: 4.8665e-02 eta: 5:20:30 time: 0.0662 data_time: 0.0023 memory: 1152 loss: 1.5697 2022/11/28 17:16:50 - mmengine - INFO - Epoch(train) [62][ 200/5005] lr: 4.8639e-02 eta: 5:20:24 time: 0.0672 data_time: 0.0017 memory: 1152 loss: 1.8588 2022/11/28 17:16:57 - mmengine - INFO - Epoch(train) [62][ 300/5005] lr: 4.8613e-02 eta: 5:20:17 time: 0.0659 data_time: 0.0017 memory: 1152 loss: 1.9163 2022/11/28 17:17:04 - mmengine - INFO - Epoch(train) [62][ 400/5005] lr: 4.8587e-02 eta: 5:20:11 time: 0.0657 data_time: 0.0020 memory: 1152 loss: 1.8667 2022/11/28 17:17:10 - mmengine - INFO - Epoch(train) [62][ 500/5005] lr: 4.8561e-02 eta: 5:20:05 time: 0.0660 data_time: 0.0017 memory: 1152 loss: 1.6898 2022/11/28 17:17:17 - mmengine - INFO - Epoch(train) [62][ 600/5005] lr: 4.8535e-02 eta: 5:19:58 time: 0.0658 data_time: 0.0018 memory: 1152 loss: 1.9044 2022/11/28 17:17:24 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:17:24 - mmengine - INFO - Epoch(train) [62][ 700/5005] lr: 4.8508e-02 eta: 5:19:52 time: 0.0663 data_time: 0.0018 memory: 1152 loss: 1.9463 2022/11/28 17:17:31 - mmengine - INFO - Epoch(train) [62][ 800/5005] lr: 4.8482e-02 eta: 5:19:46 time: 0.0655 data_time: 0.0018 memory: 1152 loss: 1.9492 2022/11/28 17:17:38 - mmengine - INFO - Epoch(train) [62][ 900/5005] lr: 4.8456e-02 eta: 5:19:39 time: 0.0671 data_time: 0.0017 memory: 1152 loss: 2.0078 2022/11/28 17:17:44 - mmengine - INFO - Epoch(train) [62][1000/5005] lr: 4.8430e-02 eta: 5:19:33 time: 0.0672 data_time: 0.0017 memory: 1152 loss: 1.6917 2022/11/28 17:17:51 - mmengine - INFO - Epoch(train) [62][1100/5005] lr: 4.8404e-02 eta: 5:19:26 time: 0.0676 data_time: 0.0017 memory: 1152 loss: 1.7954 2022/11/28 17:17:58 - mmengine - INFO - Epoch(train) [62][1200/5005] lr: 4.8378e-02 eta: 5:19:20 time: 0.0680 data_time: 0.0018 memory: 1152 loss: 2.0134 2022/11/28 17:18:05 - mmengine - INFO - Epoch(train) [62][1300/5005] lr: 4.8352e-02 eta: 5:19:14 time: 0.0663 data_time: 0.0019 memory: 1152 loss: 2.0437 2022/11/28 17:18:11 - mmengine - INFO - Epoch(train) [62][1400/5005] lr: 4.8325e-02 eta: 5:19:07 time: 0.0665 data_time: 0.0021 memory: 1152 loss: 1.8461 2022/11/28 17:18:18 - mmengine - INFO - Epoch(train) [62][1500/5005] lr: 4.8299e-02 eta: 5:19:01 time: 0.0674 data_time: 0.0018 memory: 1152 loss: 1.8795 2022/11/28 17:18:25 - mmengine - INFO - Epoch(train) [62][1600/5005] lr: 4.8273e-02 eta: 5:18:55 time: 0.0682 data_time: 0.0018 memory: 1152 loss: 2.2158 2022/11/28 17:18:31 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:18:32 - mmengine - INFO - Epoch(train) [62][1700/5005] lr: 4.8247e-02 eta: 5:18:48 time: 0.0659 data_time: 0.0021 memory: 1152 loss: 1.9937 2022/11/28 17:18:38 - mmengine - INFO - Epoch(train) [62][1800/5005] lr: 4.8221e-02 eta: 5:18:42 time: 0.0659 data_time: 0.0017 memory: 1152 loss: 1.8974 2022/11/28 17:18:45 - mmengine - INFO - Epoch(train) [62][1900/5005] lr: 4.8195e-02 eta: 5:18:36 time: 0.0712 data_time: 0.0017 memory: 1152 loss: 1.9624 2022/11/28 17:18:52 - mmengine - INFO - Epoch(train) [62][2000/5005] lr: 4.8169e-02 eta: 5:18:29 time: 0.0659 data_time: 0.0017 memory: 1152 loss: 2.0698 2022/11/28 17:18:59 - mmengine - INFO - Epoch(train) [62][2100/5005] lr: 4.8142e-02 eta: 5:18:23 time: 0.0658 data_time: 0.0017 memory: 1152 loss: 1.9530 2022/11/28 17:19:06 - mmengine - INFO - Epoch(train) [62][2200/5005] lr: 4.8116e-02 eta: 5:18:16 time: 0.0678 data_time: 0.0018 memory: 1152 loss: 1.7781 2022/11/28 17:19:12 - mmengine - INFO - Epoch(train) [62][2300/5005] lr: 4.8090e-02 eta: 5:18:10 time: 0.0664 data_time: 0.0021 memory: 1152 loss: 1.8830 2022/11/28 17:19:19 - mmengine - INFO - Epoch(train) [62][2400/5005] lr: 4.8064e-02 eta: 5:18:04 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 1.8372 2022/11/28 17:19:26 - mmengine - INFO - Epoch(train) [62][2500/5005] lr: 4.8038e-02 eta: 5:17:57 time: 0.0658 data_time: 0.0020 memory: 1152 loss: 1.8600 2022/11/28 17:19:33 - mmengine - INFO - Epoch(train) [62][2600/5005] lr: 4.8012e-02 eta: 5:17:51 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 1.9334 2022/11/28 17:19:39 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:19:39 - mmengine - INFO - Epoch(train) [62][2700/5005] lr: 4.7986e-02 eta: 5:17:44 time: 0.0664 data_time: 0.0019 memory: 1152 loss: 1.8980 2022/11/28 17:19:46 - mmengine - INFO - Epoch(train) [62][2800/5005] lr: 4.7960e-02 eta: 5:17:38 time: 0.0663 data_time: 0.0017 memory: 1152 loss: 2.1224 2022/11/28 17:19:53 - mmengine - INFO - Epoch(train) [62][2900/5005] lr: 4.7933e-02 eta: 5:17:32 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 1.8920 2022/11/28 17:20:00 - mmengine - INFO - Epoch(train) [62][3000/5005] lr: 4.7907e-02 eta: 5:17:25 time: 0.0674 data_time: 0.0020 memory: 1152 loss: 1.9310 2022/11/28 17:20:07 - mmengine - INFO - Epoch(train) [62][3100/5005] lr: 4.7881e-02 eta: 5:17:19 time: 0.0661 data_time: 0.0019 memory: 1152 loss: 1.9439 2022/11/28 17:20:13 - mmengine - INFO - Epoch(train) [62][3200/5005] lr: 4.7855e-02 eta: 5:17:13 time: 0.0656 data_time: 0.0017 memory: 1152 loss: 1.9770 2022/11/28 17:20:20 - mmengine - INFO - Epoch(train) [62][3300/5005] lr: 4.7829e-02 eta: 5:17:06 time: 0.0660 data_time: 0.0024 memory: 1152 loss: 2.0133 2022/11/28 17:20:27 - mmengine - INFO - Epoch(train) [62][3400/5005] lr: 4.7803e-02 eta: 5:17:00 time: 0.0677 data_time: 0.0018 memory: 1152 loss: 1.8072 2022/11/28 17:20:34 - mmengine - INFO - Epoch(train) [62][3500/5005] lr: 4.7777e-02 eta: 5:16:54 time: 0.0664 data_time: 0.0017 memory: 1152 loss: 1.9263 2022/11/28 17:20:41 - mmengine - INFO - Epoch(train) [62][3600/5005] lr: 4.7750e-02 eta: 5:16:47 time: 0.0665 data_time: 0.0018 memory: 1152 loss: 2.0004 2022/11/28 17:20:48 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:20:48 - mmengine - INFO - Epoch(train) [62][3700/5005] lr: 4.7724e-02 eta: 5:16:42 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 1.9835 2022/11/28 17:20:55 - mmengine - INFO - Epoch(train) [62][3800/5005] lr: 4.7698e-02 eta: 5:16:35 time: 0.0661 data_time: 0.0017 memory: 1152 loss: 2.0797 2022/11/28 17:21:01 - mmengine - INFO - Epoch(train) [62][3900/5005] lr: 4.7672e-02 eta: 5:16:29 time: 0.0667 data_time: 0.0026 memory: 1152 loss: 2.0740 2022/11/28 17:21:08 - mmengine - INFO - Epoch(train) [62][4000/5005] lr: 4.7646e-02 eta: 5:16:22 time: 0.0657 data_time: 0.0018 memory: 1152 loss: 1.8608 2022/11/28 17:21:15 - mmengine - INFO - Epoch(train) [62][4100/5005] lr: 4.7620e-02 eta: 5:16:16 time: 0.0741 data_time: 0.0024 memory: 1152 loss: 1.8277 2022/11/28 17:21:22 - mmengine - INFO - Epoch(train) [62][4200/5005] lr: 4.7594e-02 eta: 5:16:10 time: 0.0784 data_time: 0.0018 memory: 1152 loss: 2.1650 2022/11/28 17:21:29 - mmengine - INFO - Epoch(train) [62][4300/5005] lr: 4.7568e-02 eta: 5:16:03 time: 0.0669 data_time: 0.0017 memory: 1152 loss: 2.0826 2022/11/28 17:21:36 - mmengine - INFO - Epoch(train) [62][4400/5005] lr: 4.7541e-02 eta: 5:15:57 time: 0.0658 data_time: 0.0018 memory: 1152 loss: 1.8201 2022/11/28 17:21:42 - mmengine - INFO - Epoch(train) [62][4500/5005] lr: 4.7515e-02 eta: 5:15:51 time: 0.0661 data_time: 0.0018 memory: 1152 loss: 1.8686 2022/11/28 17:21:49 - mmengine - INFO - Epoch(train) [62][4600/5005] lr: 4.7489e-02 eta: 5:15:44 time: 0.0663 data_time: 0.0017 memory: 1152 loss: 1.9071 2022/11/28 17:21:55 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:21:56 - mmengine - INFO - Epoch(train) [62][4700/5005] lr: 4.7463e-02 eta: 5:15:38 time: 0.0658 data_time: 0.0017 memory: 1152 loss: 1.7279 2022/11/28 17:22:03 - mmengine - INFO - Epoch(train) [62][4800/5005] lr: 4.7437e-02 eta: 5:15:32 time: 0.0660 data_time: 0.0016 memory: 1152 loss: 1.7387 2022/11/28 17:22:10 - mmengine - INFO - Epoch(train) [62][4900/5005] lr: 4.7411e-02 eta: 5:15:25 time: 0.0653 data_time: 0.0019 memory: 1152 loss: 2.1212 2022/11/28 17:22:16 - mmengine - INFO - Epoch(train) [62][5000/5005] lr: 4.7385e-02 eta: 5:15:19 time: 0.0662 data_time: 0.0026 memory: 1152 loss: 1.9152 2022/11/28 17:22:17 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:22:17 - mmengine - INFO - Saving checkpoint at 62 epochs 2022/11/28 17:22:21 - mmengine - INFO - Epoch(val) [62][100/196] eta: 0:00:03 time: 0.0368 data_time: 0.0249 memory: 1152 2022/11/28 17:22:35 - mmengine - INFO - Epoch(val) [62][196/196] accuracy/top1: 61.3060 accuracy/top5: 83.7960 2022/11/28 17:22:42 - mmengine - INFO - Epoch(train) [63][ 100/5005] lr: 4.7357e-02 eta: 5:15:13 time: 0.0666 data_time: 0.0017 memory: 1152 loss: 1.8802 2022/11/28 17:22:49 - mmengine - INFO - Epoch(train) [63][ 200/5005] lr: 4.7331e-02 eta: 5:15:06 time: 0.0661 data_time: 0.0023 memory: 1152 loss: 1.8211 2022/11/28 17:22:55 - mmengine - INFO - Epoch(train) [63][ 300/5005] lr: 4.7305e-02 eta: 5:15:00 time: 0.0661 data_time: 0.0017 memory: 1152 loss: 1.8472 2022/11/28 17:23:02 - mmengine - INFO - Epoch(train) [63][ 400/5005] lr: 4.7279e-02 eta: 5:14:53 time: 0.0663 data_time: 0.0018 memory: 1152 loss: 1.9074 2022/11/28 17:23:09 - mmengine - INFO - Epoch(train) [63][ 500/5005] lr: 4.7253e-02 eta: 5:14:47 time: 0.0763 data_time: 0.0017 memory: 1152 loss: 1.8723 2022/11/28 17:23:16 - mmengine - INFO - Epoch(train) [63][ 600/5005] lr: 4.7227e-02 eta: 5:14:41 time: 0.0667 data_time: 0.0017 memory: 1152 loss: 1.8526 2022/11/28 17:23:22 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:23:22 - mmengine - INFO - Epoch(train) [63][ 700/5005] lr: 4.7201e-02 eta: 5:14:34 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 1.9015 2022/11/28 17:23:29 - mmengine - INFO - Epoch(train) [63][ 800/5005] lr: 4.7175e-02 eta: 5:14:28 time: 0.0652 data_time: 0.0017 memory: 1152 loss: 2.0344 2022/11/28 17:23:36 - mmengine - INFO - Epoch(train) [63][ 900/5005] lr: 4.7148e-02 eta: 5:14:21 time: 0.0665 data_time: 0.0017 memory: 1152 loss: 2.0416 2022/11/28 17:23:42 - mmengine - INFO - Epoch(train) [63][1000/5005] lr: 4.7122e-02 eta: 5:14:15 time: 0.0687 data_time: 0.0016 memory: 1152 loss: 1.8660 2022/11/28 17:23:49 - mmengine - INFO - Epoch(train) [63][1100/5005] lr: 4.7096e-02 eta: 5:14:09 time: 0.0663 data_time: 0.0018 memory: 1152 loss: 2.0468 2022/11/28 17:23:56 - mmengine - INFO - Epoch(train) [63][1200/5005] lr: 4.7070e-02 eta: 5:14:02 time: 0.0666 data_time: 0.0017 memory: 1152 loss: 2.0131 2022/11/28 17:24:03 - mmengine - INFO - Epoch(train) [63][1300/5005] lr: 4.7044e-02 eta: 5:13:56 time: 0.0667 data_time: 0.0017 memory: 1152 loss: 2.0036 2022/11/28 17:24:10 - mmengine - INFO - Epoch(train) [63][1400/5005] lr: 4.7018e-02 eta: 5:13:50 time: 0.0657 data_time: 0.0019 memory: 1152 loss: 1.8864 2022/11/28 17:24:16 - mmengine - INFO - Epoch(train) [63][1500/5005] lr: 4.6992e-02 eta: 5:13:43 time: 0.0675 data_time: 0.0017 memory: 1152 loss: 1.7568 2022/11/28 17:24:23 - mmengine - INFO - Epoch(train) [63][1600/5005] lr: 4.6966e-02 eta: 5:13:37 time: 0.0754 data_time: 0.0017 memory: 1152 loss: 1.9929 2022/11/28 17:24:29 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:24:30 - mmengine - INFO - Epoch(train) [63][1700/5005] lr: 4.6940e-02 eta: 5:13:31 time: 0.0664 data_time: 0.0017 memory: 1152 loss: 1.8863 2022/11/28 17:24:37 - mmengine - INFO - Epoch(train) [63][1800/5005] lr: 4.6913e-02 eta: 5:13:24 time: 0.0657 data_time: 0.0017 memory: 1152 loss: 1.8510 2022/11/28 17:24:44 - mmengine - INFO - Epoch(train) [63][1900/5005] lr: 4.6887e-02 eta: 5:13:18 time: 0.0657 data_time: 0.0018 memory: 1152 loss: 2.1678 2022/11/28 17:24:50 - mmengine - INFO - Epoch(train) [63][2000/5005] lr: 4.6861e-02 eta: 5:13:11 time: 0.0667 data_time: 0.0018 memory: 1152 loss: 1.9170 2022/11/28 17:24:57 - mmengine - INFO - Epoch(train) [63][2100/5005] lr: 4.6835e-02 eta: 5:13:05 time: 0.0655 data_time: 0.0018 memory: 1152 loss: 1.7618 2022/11/28 17:25:04 - mmengine - INFO - Epoch(train) [63][2200/5005] lr: 4.6809e-02 eta: 5:12:58 time: 0.0662 data_time: 0.0017 memory: 1152 loss: 1.6897 2022/11/28 17:25:11 - mmengine - INFO - Epoch(train) [63][2300/5005] lr: 4.6783e-02 eta: 5:12:52 time: 0.0664 data_time: 0.0023 memory: 1152 loss: 1.9172 2022/11/28 17:25:17 - mmengine - INFO - Epoch(train) [63][2400/5005] lr: 4.6757e-02 eta: 5:12:46 time: 0.0724 data_time: 0.0020 memory: 1152 loss: 2.1549 2022/11/28 17:25:24 - mmengine - INFO - Epoch(train) [63][2500/5005] lr: 4.6731e-02 eta: 5:12:39 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 2.1188 2022/11/28 17:25:31 - mmengine - INFO - Epoch(train) [63][2600/5005] lr: 4.6705e-02 eta: 5:12:33 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 2.0916 2022/11/28 17:25:37 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:25:38 - mmengine - INFO - Epoch(train) [63][2700/5005] lr: 4.6679e-02 eta: 5:12:27 time: 0.0649 data_time: 0.0018 memory: 1152 loss: 2.0809 2022/11/28 17:25:45 - mmengine - INFO - Epoch(train) [63][2800/5005] lr: 4.6652e-02 eta: 5:12:20 time: 0.0655 data_time: 0.0017 memory: 1152 loss: 2.0550 2022/11/28 17:25:51 - mmengine - INFO - Epoch(train) [63][2900/5005] lr: 4.6626e-02 eta: 5:12:14 time: 0.0726 data_time: 0.0017 memory: 1152 loss: 1.9022 2022/11/28 17:25:58 - mmengine - INFO - Epoch(train) [63][3000/5005] lr: 4.6600e-02 eta: 5:12:08 time: 0.0672 data_time: 0.0018 memory: 1152 loss: 1.8156 2022/11/28 17:26:05 - mmengine - INFO - Epoch(train) [63][3100/5005] lr: 4.6574e-02 eta: 5:12:01 time: 0.0663 data_time: 0.0017 memory: 1152 loss: 1.8515 2022/11/28 17:26:12 - mmengine - INFO - Epoch(train) [63][3200/5005] lr: 4.6548e-02 eta: 5:11:55 time: 0.0664 data_time: 0.0019 memory: 1152 loss: 1.8225 2022/11/28 17:26:18 - mmengine - INFO - Epoch(train) [63][3300/5005] lr: 4.6522e-02 eta: 5:11:48 time: 0.0674 data_time: 0.0024 memory: 1152 loss: 2.1041 2022/11/28 17:26:25 - mmengine - INFO - Epoch(train) [63][3400/5005] lr: 4.6496e-02 eta: 5:11:42 time: 0.0661 data_time: 0.0017 memory: 1152 loss: 1.8457 2022/11/28 17:26:32 - mmengine - INFO - Epoch(train) [63][3500/5005] lr: 4.6470e-02 eta: 5:11:36 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 1.9351 2022/11/28 17:26:39 - mmengine - INFO - Epoch(train) [63][3600/5005] lr: 4.6444e-02 eta: 5:11:29 time: 0.0663 data_time: 0.0017 memory: 1152 loss: 2.0019 2022/11/28 17:26:45 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:26:46 - mmengine - INFO - Epoch(train) [63][3700/5005] lr: 4.6418e-02 eta: 5:11:23 time: 0.0740 data_time: 0.0018 memory: 1152 loss: 1.9831 2022/11/28 17:26:53 - mmengine - INFO - Epoch(train) [63][3800/5005] lr: 4.6392e-02 eta: 5:11:17 time: 0.0662 data_time: 0.0017 memory: 1152 loss: 2.1845 2022/11/28 17:26:59 - mmengine - INFO - Epoch(train) [63][3900/5005] lr: 4.6365e-02 eta: 5:11:10 time: 0.0665 data_time: 0.0017 memory: 1152 loss: 1.8886 2022/11/28 17:27:06 - mmengine - INFO - Epoch(train) [63][4000/5005] lr: 4.6339e-02 eta: 5:11:04 time: 0.0660 data_time: 0.0018 memory: 1152 loss: 1.9029 2022/11/28 17:27:13 - mmengine - INFO - Epoch(train) [63][4100/5005] lr: 4.6313e-02 eta: 5:10:58 time: 0.0674 data_time: 0.0017 memory: 1152 loss: 2.1032 2022/11/28 17:27:20 - mmengine - INFO - Epoch(train) [63][4200/5005] lr: 4.6287e-02 eta: 5:10:51 time: 0.0659 data_time: 0.0017 memory: 1152 loss: 1.9097 2022/11/28 17:27:27 - mmengine - INFO - Epoch(train) [63][4300/5005] lr: 4.6261e-02 eta: 5:10:45 time: 0.0655 data_time: 0.0021 memory: 1152 loss: 2.1294 2022/11/28 17:27:33 - mmengine - INFO - Epoch(train) [63][4400/5005] lr: 4.6235e-02 eta: 5:10:39 time: 0.0675 data_time: 0.0017 memory: 1152 loss: 1.8447 2022/11/28 17:27:40 - mmengine - INFO - Epoch(train) [63][4500/5005] lr: 4.6209e-02 eta: 5:10:32 time: 0.0658 data_time: 0.0019 memory: 1152 loss: 2.0268 2022/11/28 17:27:47 - mmengine - INFO - Epoch(train) [63][4600/5005] lr: 4.6183e-02 eta: 5:10:26 time: 0.0656 data_time: 0.0019 memory: 1152 loss: 2.0666 2022/11/28 17:27:53 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:27:54 - mmengine - INFO - Epoch(train) [63][4700/5005] lr: 4.6157e-02 eta: 5:10:19 time: 0.0664 data_time: 0.0017 memory: 1152 loss: 2.0070 2022/11/28 17:28:00 - mmengine - INFO - Epoch(train) [63][4800/5005] lr: 4.6131e-02 eta: 5:10:13 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 2.0376 2022/11/28 17:28:07 - mmengine - INFO - Epoch(train) [63][4900/5005] lr: 4.6105e-02 eta: 5:10:07 time: 0.0661 data_time: 0.0018 memory: 1152 loss: 1.7840 2022/11/28 17:28:14 - mmengine - INFO - Epoch(train) [63][5000/5005] lr: 4.6079e-02 eta: 5:10:00 time: 0.0670 data_time: 0.0026 memory: 1152 loss: 2.1949 2022/11/28 17:28:14 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:28:14 - mmengine - INFO - Saving checkpoint at 63 epochs 2022/11/28 17:28:19 - mmengine - INFO - Epoch(val) [63][100/196] eta: 0:00:03 time: 0.0379 data_time: 0.0266 memory: 1152 2022/11/28 17:28:32 - mmengine - INFO - Epoch(val) [63][196/196] accuracy/top1: 61.0700 accuracy/top5: 83.7360 2022/11/28 17:28:39 - mmengine - INFO - Epoch(train) [64][ 100/5005] lr: 4.6051e-02 eta: 5:09:54 time: 0.0664 data_time: 0.0017 memory: 1152 loss: 1.8072 2022/11/28 17:28:46 - mmengine - INFO - Epoch(train) [64][ 200/5005] lr: 4.6025e-02 eta: 5:09:47 time: 0.0679 data_time: 0.0020 memory: 1152 loss: 1.7498 2022/11/28 17:28:53 - mmengine - INFO - Epoch(train) [64][ 300/5005] lr: 4.5999e-02 eta: 5:09:41 time: 0.0660 data_time: 0.0018 memory: 1152 loss: 1.9036 2022/11/28 17:29:00 - mmengine - INFO - Epoch(train) [64][ 400/5005] lr: 4.5973e-02 eta: 5:09:35 time: 0.0674 data_time: 0.0018 memory: 1152 loss: 1.7692 2022/11/28 17:29:07 - mmengine - INFO - Epoch(train) [64][ 500/5005] lr: 4.5947e-02 eta: 5:09:28 time: 0.0666 data_time: 0.0018 memory: 1152 loss: 1.9334 2022/11/28 17:29:13 - mmengine - INFO - Epoch(train) [64][ 600/5005] lr: 4.5921e-02 eta: 5:09:22 time: 0.0660 data_time: 0.0019 memory: 1152 loss: 1.7588 2022/11/28 17:29:19 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:29:20 - mmengine - INFO - Epoch(train) [64][ 700/5005] lr: 4.5895e-02 eta: 5:09:16 time: 0.0662 data_time: 0.0018 memory: 1152 loss: 2.1043 2022/11/28 17:29:27 - mmengine - INFO - Epoch(train) [64][ 800/5005] lr: 4.5869e-02 eta: 5:09:09 time: 0.0655 data_time: 0.0020 memory: 1152 loss: 1.8491 2022/11/28 17:29:34 - mmengine - INFO - Epoch(train) [64][ 900/5005] lr: 4.5843e-02 eta: 5:09:03 time: 0.0656 data_time: 0.0018 memory: 1152 loss: 2.1414 2022/11/28 17:29:40 - mmengine - INFO - Epoch(train) [64][1000/5005] lr: 4.5817e-02 eta: 5:08:56 time: 0.0657 data_time: 0.0020 memory: 1152 loss: 1.6952 2022/11/28 17:29:47 - mmengine - INFO - Epoch(train) [64][1100/5005] lr: 4.5791e-02 eta: 5:08:50 time: 0.0669 data_time: 0.0018 memory: 1152 loss: 1.9152 2022/11/28 17:29:54 - mmengine - INFO - Epoch(train) [64][1200/5005] lr: 4.5765e-02 eta: 5:08:44 time: 0.0658 data_time: 0.0017 memory: 1152 loss: 1.8023 2022/11/28 17:30:01 - mmengine - INFO - Epoch(train) [64][1300/5005] lr: 4.5738e-02 eta: 5:08:37 time: 0.0667 data_time: 0.0019 memory: 1152 loss: 1.8029 2022/11/28 17:30:08 - mmengine - INFO - Epoch(train) [64][1400/5005] lr: 4.5712e-02 eta: 5:08:31 time: 0.0664 data_time: 0.0023 memory: 1152 loss: 1.6219 2022/11/28 17:30:15 - mmengine - INFO - Epoch(train) [64][1500/5005] lr: 4.5686e-02 eta: 5:08:25 time: 0.0662 data_time: 0.0017 memory: 1152 loss: 2.0228 2022/11/28 17:30:22 - mmengine - INFO - Epoch(train) [64][1600/5005] lr: 4.5660e-02 eta: 5:08:18 time: 0.0658 data_time: 0.0017 memory: 1152 loss: 1.6075 2022/11/28 17:30:27 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:30:28 - mmengine - INFO - Epoch(train) [64][1700/5005] lr: 4.5634e-02 eta: 5:08:12 time: 0.0677 data_time: 0.0018 memory: 1152 loss: 2.0199 2022/11/28 17:30:35 - mmengine - INFO - Epoch(train) [64][1800/5005] lr: 4.5608e-02 eta: 5:08:06 time: 0.0736 data_time: 0.0023 memory: 1152 loss: 1.6911 2022/11/28 17:30:42 - mmengine - INFO - Epoch(train) [64][1900/5005] lr: 4.5582e-02 eta: 5:07:59 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 1.7948 2022/11/28 17:30:49 - mmengine - INFO - Epoch(train) [64][2000/5005] lr: 4.5556e-02 eta: 5:07:53 time: 0.0653 data_time: 0.0022 memory: 1152 loss: 2.0452 2022/11/28 17:30:55 - mmengine - INFO - Epoch(train) [64][2100/5005] lr: 4.5530e-02 eta: 5:07:46 time: 0.0658 data_time: 0.0018 memory: 1152 loss: 1.9261 2022/11/28 17:31:02 - mmengine - INFO - Epoch(train) [64][2200/5005] lr: 4.5504e-02 eta: 5:07:40 time: 0.0668 data_time: 0.0019 memory: 1152 loss: 1.9314 2022/11/28 17:31:09 - mmengine - INFO - Epoch(train) [64][2300/5005] lr: 4.5478e-02 eta: 5:07:34 time: 0.0732 data_time: 0.0017 memory: 1152 loss: 1.8940 2022/11/28 17:31:16 - mmengine - INFO - Epoch(train) [64][2400/5005] lr: 4.5452e-02 eta: 5:07:27 time: 0.0675 data_time: 0.0017 memory: 1152 loss: 2.0014 2022/11/28 17:31:23 - mmengine - INFO - Epoch(train) [64][2500/5005] lr: 4.5426e-02 eta: 5:07:21 time: 0.0652 data_time: 0.0019 memory: 1152 loss: 1.9160 2022/11/28 17:31:29 - mmengine - INFO - Epoch(train) [64][2600/5005] lr: 4.5400e-02 eta: 5:07:15 time: 0.0661 data_time: 0.0019 memory: 1152 loss: 1.7771 2022/11/28 17:31:35 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:31:36 - mmengine - INFO - Epoch(train) [64][2700/5005] lr: 4.5374e-02 eta: 5:07:08 time: 0.0657 data_time: 0.0019 memory: 1152 loss: 1.9082 2022/11/28 17:31:43 - mmengine - INFO - Epoch(train) [64][2800/5005] lr: 4.5348e-02 eta: 5:07:02 time: 0.0660 data_time: 0.0018 memory: 1152 loss: 1.9303 2022/11/28 17:31:50 - mmengine - INFO - Epoch(train) [64][2900/5005] lr: 4.5322e-02 eta: 5:06:55 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 1.8023 2022/11/28 17:31:56 - mmengine - INFO - Epoch(train) [64][3000/5005] lr: 4.5296e-02 eta: 5:06:49 time: 0.0660 data_time: 0.0019 memory: 1152 loss: 1.6531 2022/11/28 17:32:03 - mmengine - INFO - Epoch(train) [64][3100/5005] lr: 4.5270e-02 eta: 5:06:42 time: 0.0658 data_time: 0.0020 memory: 1152 loss: 1.4803 2022/11/28 17:32:10 - mmengine - INFO - Epoch(train) [64][3200/5005] lr: 4.5244e-02 eta: 5:06:36 time: 0.0653 data_time: 0.0018 memory: 1152 loss: 1.9573 2022/11/28 17:32:17 - mmengine - INFO - Epoch(train) [64][3300/5005] lr: 4.5218e-02 eta: 5:06:30 time: 0.0658 data_time: 0.0018 memory: 1152 loss: 1.9347 2022/11/28 17:32:23 - mmengine - INFO - Epoch(train) [64][3400/5005] lr: 4.5191e-02 eta: 5:06:23 time: 0.0657 data_time: 0.0018 memory: 1152 loss: 2.1132 2022/11/28 17:32:30 - mmengine - INFO - Epoch(train) [64][3500/5005] lr: 4.5165e-02 eta: 5:06:17 time: 0.0661 data_time: 0.0018 memory: 1152 loss: 1.9041 2022/11/28 17:32:37 - mmengine - INFO - Epoch(train) [64][3600/5005] lr: 4.5139e-02 eta: 5:06:10 time: 0.0658 data_time: 0.0023 memory: 1152 loss: 1.7405 2022/11/28 17:32:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:32:44 - mmengine - INFO - Epoch(train) [64][3700/5005] lr: 4.5113e-02 eta: 5:06:04 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 2.0260 2022/11/28 17:32:50 - mmengine - INFO - Epoch(train) [64][3800/5005] lr: 4.5087e-02 eta: 5:05:58 time: 0.0663 data_time: 0.0018 memory: 1152 loss: 1.8725 2022/11/28 17:32:57 - mmengine - INFO - Epoch(train) [64][3900/5005] lr: 4.5061e-02 eta: 5:05:51 time: 0.0661 data_time: 0.0018 memory: 1152 loss: 1.8729 2022/11/28 17:33:04 - mmengine - INFO - Epoch(train) [64][4000/5005] lr: 4.5035e-02 eta: 5:05:45 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 1.8998 2022/11/28 17:33:11 - mmengine - INFO - Epoch(train) [64][4100/5005] lr: 4.5009e-02 eta: 5:05:38 time: 0.0656 data_time: 0.0018 memory: 1152 loss: 1.7437 2022/11/28 17:33:18 - mmengine - INFO - Epoch(train) [64][4200/5005] lr: 4.4983e-02 eta: 5:05:32 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 2.0740 2022/11/28 17:33:24 - mmengine - INFO - Epoch(train) [64][4300/5005] lr: 4.4957e-02 eta: 5:05:26 time: 0.0656 data_time: 0.0019 memory: 1152 loss: 1.9704 2022/11/28 17:33:31 - mmengine - INFO - Epoch(train) [64][4400/5005] lr: 4.4931e-02 eta: 5:05:19 time: 0.0653 data_time: 0.0018 memory: 1152 loss: 1.9283 2022/11/28 17:33:38 - mmengine - INFO - Epoch(train) [64][4500/5005] lr: 4.4905e-02 eta: 5:05:13 time: 0.0662 data_time: 0.0018 memory: 1152 loss: 1.9101 2022/11/28 17:33:45 - mmengine - INFO - Epoch(train) [64][4600/5005] lr: 4.4879e-02 eta: 5:05:07 time: 0.0663 data_time: 0.0018 memory: 1152 loss: 2.0066 2022/11/28 17:33:50 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:33:51 - mmengine - INFO - Epoch(train) [64][4700/5005] lr: 4.4853e-02 eta: 5:05:00 time: 0.0656 data_time: 0.0018 memory: 1152 loss: 1.9302 2022/11/28 17:33:58 - mmengine - INFO - Epoch(train) [64][4800/5005] lr: 4.4827e-02 eta: 5:04:54 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 1.7938 2022/11/28 17:34:05 - mmengine - INFO - Epoch(train) [64][4900/5005] lr: 4.4801e-02 eta: 5:04:47 time: 0.0658 data_time: 0.0019 memory: 1152 loss: 1.8552 2022/11/28 17:34:12 - mmengine - INFO - Epoch(train) [64][5000/5005] lr: 4.4775e-02 eta: 5:04:41 time: 0.0661 data_time: 0.0026 memory: 1152 loss: 1.8456 2022/11/28 17:34:12 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:34:12 - mmengine - INFO - Saving checkpoint at 64 epochs 2022/11/28 17:34:17 - mmengine - INFO - Epoch(val) [64][100/196] eta: 0:00:04 time: 0.0416 data_time: 0.0300 memory: 1152 2022/11/28 17:34:30 - mmengine - INFO - Epoch(val) [64][196/196] accuracy/top1: 61.1500 accuracy/top5: 83.6840 2022/11/28 17:34:38 - mmengine - INFO - Epoch(train) [65][ 100/5005] lr: 4.4748e-02 eta: 5:04:35 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 1.8320 2022/11/28 17:34:44 - mmengine - INFO - Epoch(train) [65][ 200/5005] lr: 4.4722e-02 eta: 5:04:28 time: 0.0653 data_time: 0.0018 memory: 1152 loss: 1.8083 2022/11/28 17:34:51 - mmengine - INFO - Epoch(train) [65][ 300/5005] lr: 4.4696e-02 eta: 5:04:22 time: 0.0661 data_time: 0.0019 memory: 1152 loss: 1.9344 2022/11/28 17:34:58 - mmengine - INFO - Epoch(train) [65][ 400/5005] lr: 4.4670e-02 eta: 5:04:15 time: 0.0656 data_time: 0.0019 memory: 1152 loss: 1.9849 2022/11/28 17:35:05 - mmengine - INFO - Epoch(train) [65][ 500/5005] lr: 4.4644e-02 eta: 5:04:09 time: 0.0689 data_time: 0.0017 memory: 1152 loss: 1.8403 2022/11/28 17:35:11 - mmengine - INFO - Epoch(train) [65][ 600/5005] lr: 4.4618e-02 eta: 5:04:03 time: 0.0761 data_time: 0.0019 memory: 1152 loss: 1.6337 2022/11/28 17:35:17 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:35:18 - mmengine - INFO - Epoch(train) [65][ 700/5005] lr: 4.4592e-02 eta: 5:03:56 time: 0.0659 data_time: 0.0019 memory: 1152 loss: 1.7837 2022/11/28 17:35:25 - mmengine - INFO - Epoch(train) [65][ 800/5005] lr: 4.4566e-02 eta: 5:03:50 time: 0.0656 data_time: 0.0021 memory: 1152 loss: 1.8896 2022/11/28 17:35:32 - mmengine - INFO - Epoch(train) [65][ 900/5005] lr: 4.4540e-02 eta: 5:03:43 time: 0.0668 data_time: 0.0018 memory: 1152 loss: 1.8991 2022/11/28 17:35:38 - mmengine - INFO - Epoch(train) [65][1000/5005] lr: 4.4514e-02 eta: 5:03:37 time: 0.0655 data_time: 0.0018 memory: 1152 loss: 2.0004 2022/11/28 17:35:45 - mmengine - INFO - Epoch(train) [65][1100/5005] lr: 4.4488e-02 eta: 5:03:31 time: 0.0661 data_time: 0.0018 memory: 1152 loss: 1.7163 2022/11/28 17:35:52 - mmengine - INFO - Epoch(train) [65][1200/5005] lr: 4.4462e-02 eta: 5:03:24 time: 0.0657 data_time: 0.0022 memory: 1152 loss: 1.9770 2022/11/28 17:35:59 - mmengine - INFO - Epoch(train) [65][1300/5005] lr: 4.4436e-02 eta: 5:03:18 time: 0.0668 data_time: 0.0018 memory: 1152 loss: 1.9923 2022/11/28 17:36:06 - mmengine - INFO - Epoch(train) [65][1400/5005] lr: 4.4410e-02 eta: 5:03:12 time: 0.0664 data_time: 0.0026 memory: 1152 loss: 1.8192 2022/11/28 17:36:12 - mmengine - INFO - Epoch(train) [65][1500/5005] lr: 4.4384e-02 eta: 5:03:05 time: 0.0664 data_time: 0.0019 memory: 1152 loss: 1.9125 2022/11/28 17:36:19 - mmengine - INFO - Epoch(train) [65][1600/5005] lr: 4.4358e-02 eta: 5:02:59 time: 0.0671 data_time: 0.0018 memory: 1152 loss: 1.9353 2022/11/28 17:36:25 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:36:26 - mmengine - INFO - Epoch(train) [65][1700/5005] lr: 4.4332e-02 eta: 5:02:52 time: 0.0671 data_time: 0.0018 memory: 1152 loss: 1.7310 2022/11/28 17:36:33 - mmengine - INFO - Epoch(train) [65][1800/5005] lr: 4.4306e-02 eta: 5:02:46 time: 0.0716 data_time: 0.0019 memory: 1152 loss: 2.0618 2022/11/28 17:36:40 - mmengine - INFO - Epoch(train) [65][1900/5005] lr: 4.4280e-02 eta: 5:02:40 time: 0.0665 data_time: 0.0018 memory: 1152 loss: 1.9656 2022/11/28 17:36:47 - mmengine - INFO - Epoch(train) [65][2000/5005] lr: 4.4254e-02 eta: 5:02:33 time: 0.0661 data_time: 0.0018 memory: 1152 loss: 1.7852 2022/11/28 17:36:53 - mmengine - INFO - Epoch(train) [65][2100/5005] lr: 4.4228e-02 eta: 5:02:27 time: 0.0657 data_time: 0.0018 memory: 1152 loss: 1.7539 2022/11/28 17:37:00 - mmengine - INFO - Epoch(train) [65][2200/5005] lr: 4.4202e-02 eta: 5:02:21 time: 0.0662 data_time: 0.0018 memory: 1152 loss: 2.0142 2022/11/28 17:37:07 - mmengine - INFO - Epoch(train) [65][2300/5005] lr: 4.4176e-02 eta: 5:02:14 time: 0.0669 data_time: 0.0018 memory: 1152 loss: 1.7755 2022/11/28 17:37:14 - mmengine - INFO - Epoch(train) [65][2400/5005] lr: 4.4150e-02 eta: 5:02:08 time: 0.0658 data_time: 0.0018 memory: 1152 loss: 1.8607 2022/11/28 17:37:21 - mmengine - INFO - Epoch(train) [65][2500/5005] lr: 4.4124e-02 eta: 5:02:02 time: 0.0662 data_time: 0.0019 memory: 1152 loss: 1.8370 2022/11/28 17:37:28 - mmengine - INFO - Epoch(train) [65][2600/5005] lr: 4.4098e-02 eta: 5:01:55 time: 0.0717 data_time: 0.0018 memory: 1152 loss: 2.0660 2022/11/28 17:37:33 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:37:34 - mmengine - INFO - Epoch(train) [65][2700/5005] lr: 4.4072e-02 eta: 5:01:49 time: 0.0654 data_time: 0.0018 memory: 1152 loss: 1.9711 2022/11/28 17:37:41 - mmengine - INFO - Epoch(train) [65][2800/5005] lr: 4.4046e-02 eta: 5:01:42 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 2.0424 2022/11/28 17:37:48 - mmengine - INFO - Epoch(train) [65][2900/5005] lr: 4.4020e-02 eta: 5:01:36 time: 0.0667 data_time: 0.0018 memory: 1152 loss: 1.9760 2022/11/28 17:37:55 - mmengine - INFO - Epoch(train) [65][3000/5005] lr: 4.3994e-02 eta: 5:01:30 time: 0.0660 data_time: 0.0018 memory: 1152 loss: 1.9570 2022/11/28 17:38:01 - mmengine - INFO - Epoch(train) [65][3100/5005] lr: 4.3968e-02 eta: 5:01:23 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 1.9592 2022/11/28 17:38:08 - mmengine - INFO - Epoch(train) [65][3200/5005] lr: 4.3942e-02 eta: 5:01:17 time: 0.0658 data_time: 0.0018 memory: 1152 loss: 1.7913 2022/11/28 17:38:15 - mmengine - INFO - Epoch(train) [65][3300/5005] lr: 4.3916e-02 eta: 5:01:10 time: 0.0670 data_time: 0.0017 memory: 1152 loss: 1.8958 2022/11/28 17:38:22 - mmengine - INFO - Epoch(train) [65][3400/5005] lr: 4.3890e-02 eta: 5:01:04 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 1.9624 2022/11/28 17:38:29 - mmengine - INFO - Epoch(train) [65][3500/5005] lr: 4.3864e-02 eta: 5:00:58 time: 0.0657 data_time: 0.0018 memory: 1152 loss: 2.0959 2022/11/28 17:38:35 - mmengine - INFO - Epoch(train) [65][3600/5005] lr: 4.3838e-02 eta: 5:00:51 time: 0.0666 data_time: 0.0023 memory: 1152 loss: 1.8069 2022/11/28 17:38:41 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:38:42 - mmengine - INFO - Epoch(train) [65][3700/5005] lr: 4.3812e-02 eta: 5:00:45 time: 0.0671 data_time: 0.0017 memory: 1152 loss: 2.0164 2022/11/28 17:38:49 - mmengine - INFO - Epoch(train) [65][3800/5005] lr: 4.3787e-02 eta: 5:00:38 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 1.7838 2022/11/28 17:38:56 - mmengine - INFO - Epoch(train) [65][3900/5005] lr: 4.3761e-02 eta: 5:00:32 time: 0.0665 data_time: 0.0019 memory: 1152 loss: 1.8412 2022/11/28 17:39:02 - mmengine - INFO - Epoch(train) [65][4000/5005] lr: 4.3735e-02 eta: 5:00:26 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 1.8892 2022/11/28 17:39:09 - mmengine - INFO - Epoch(train) [65][4100/5005] lr: 4.3709e-02 eta: 5:00:19 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 2.0373 2022/11/28 17:39:16 - mmengine - INFO - Epoch(train) [65][4200/5005] lr: 4.3683e-02 eta: 5:00:13 time: 0.0656 data_time: 0.0019 memory: 1152 loss: 2.0710 2022/11/28 17:39:23 - mmengine - INFO - Epoch(train) [65][4300/5005] lr: 4.3657e-02 eta: 5:00:07 time: 0.0671 data_time: 0.0018 memory: 1152 loss: 1.6370 2022/11/28 17:39:30 - mmengine - INFO - Epoch(train) [65][4400/5005] lr: 4.3631e-02 eta: 5:00:00 time: 0.0745 data_time: 0.0018 memory: 1152 loss: 1.8413 2022/11/28 17:39:37 - mmengine - INFO - Epoch(train) [65][4500/5005] lr: 4.3605e-02 eta: 4:59:54 time: 0.0671 data_time: 0.0018 memory: 1152 loss: 1.9555 2022/11/28 17:39:43 - mmengine - INFO - Epoch(train) [65][4600/5005] lr: 4.3579e-02 eta: 4:59:47 time: 0.0654 data_time: 0.0023 memory: 1152 loss: 1.7357 2022/11/28 17:39:49 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:39:50 - mmengine - INFO - Epoch(train) [65][4700/5005] lr: 4.3553e-02 eta: 4:59:41 time: 0.0671 data_time: 0.0022 memory: 1152 loss: 1.9214 2022/11/28 17:39:57 - mmengine - INFO - Epoch(train) [65][4800/5005] lr: 4.3527e-02 eta: 4:59:35 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 1.9456 2022/11/28 17:40:04 - mmengine - INFO - Epoch(train) [65][4900/5005] lr: 4.3501e-02 eta: 4:59:28 time: 0.0660 data_time: 0.0018 memory: 1152 loss: 2.0338 2022/11/28 17:40:10 - mmengine - INFO - Epoch(train) [65][5000/5005] lr: 4.3475e-02 eta: 4:59:22 time: 0.0731 data_time: 0.0032 memory: 1152 loss: 1.9793 2022/11/28 17:40:11 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:40:11 - mmengine - INFO - Saving checkpoint at 65 epochs 2022/11/28 17:40:16 - mmengine - INFO - Epoch(val) [65][100/196] eta: 0:00:03 time: 0.0384 data_time: 0.0280 memory: 1152 2022/11/28 17:40:29 - mmengine - INFO - Epoch(val) [65][196/196] accuracy/top1: 61.6840 accuracy/top5: 84.1400 2022/11/28 17:40:36 - mmengine - INFO - Epoch(train) [66][ 100/5005] lr: 4.3448e-02 eta: 4:59:15 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 1.9813 2022/11/28 17:40:43 - mmengine - INFO - Epoch(train) [66][ 200/5005] lr: 4.3422e-02 eta: 4:59:09 time: 0.0660 data_time: 0.0018 memory: 1152 loss: 1.9061 2022/11/28 17:40:50 - mmengine - INFO - Epoch(train) [66][ 300/5005] lr: 4.3396e-02 eta: 4:59:03 time: 0.0663 data_time: 0.0018 memory: 1152 loss: 2.0094 2022/11/28 17:40:56 - mmengine - INFO - Epoch(train) [66][ 400/5005] lr: 4.3370e-02 eta: 4:58:56 time: 0.0661 data_time: 0.0017 memory: 1152 loss: 1.7926 2022/11/28 17:41:03 - mmengine - INFO - Epoch(train) [66][ 500/5005] lr: 4.3344e-02 eta: 4:58:50 time: 0.0662 data_time: 0.0018 memory: 1152 loss: 1.9739 2022/11/28 17:41:10 - mmengine - INFO - Epoch(train) [66][ 600/5005] lr: 4.3318e-02 eta: 4:58:43 time: 0.0662 data_time: 0.0019 memory: 1152 loss: 1.8464 2022/11/28 17:41:15 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:41:17 - mmengine - INFO - Epoch(train) [66][ 700/5005] lr: 4.3292e-02 eta: 4:58:37 time: 0.0666 data_time: 0.0021 memory: 1152 loss: 1.8728 2022/11/28 17:41:24 - mmengine - INFO - Epoch(train) [66][ 800/5005] lr: 4.3267e-02 eta: 4:58:31 time: 0.0669 data_time: 0.0020 memory: 1152 loss: 1.5877 2022/11/28 17:41:30 - mmengine - INFO - Epoch(train) [66][ 900/5005] lr: 4.3241e-02 eta: 4:58:24 time: 0.0671 data_time: 0.0019 memory: 1152 loss: 2.1061 2022/11/28 17:41:37 - mmengine - INFO - Epoch(train) [66][1000/5005] lr: 4.3215e-02 eta: 4:58:18 time: 0.0662 data_time: 0.0018 memory: 1152 loss: 1.8816 2022/11/28 17:41:44 - mmengine - INFO - Epoch(train) [66][1100/5005] lr: 4.3189e-02 eta: 4:58:12 time: 0.0780 data_time: 0.0139 memory: 1152 loss: 1.7556 2022/11/28 17:41:51 - mmengine - INFO - Epoch(train) [66][1200/5005] lr: 4.3163e-02 eta: 4:58:05 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 1.9419 2022/11/28 17:41:58 - mmengine - INFO - Epoch(train) [66][1300/5005] lr: 4.3137e-02 eta: 4:57:59 time: 0.0661 data_time: 0.0019 memory: 1152 loss: 2.0069 2022/11/28 17:42:05 - mmengine - INFO - Epoch(train) [66][1400/5005] lr: 4.3111e-02 eta: 4:57:52 time: 0.0668 data_time: 0.0018 memory: 1152 loss: 1.7948 2022/11/28 17:42:11 - mmengine - INFO - Epoch(train) [66][1500/5005] lr: 4.3085e-02 eta: 4:57:46 time: 0.0675 data_time: 0.0019 memory: 1152 loss: 2.0391 2022/11/28 17:42:18 - mmengine - INFO - Epoch(train) [66][1600/5005] lr: 4.3059e-02 eta: 4:57:40 time: 0.0663 data_time: 0.0018 memory: 1152 loss: 1.8674 2022/11/28 17:42:23 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:42:25 - mmengine - INFO - Epoch(train) [66][1700/5005] lr: 4.3033e-02 eta: 4:57:33 time: 0.0665 data_time: 0.0024 memory: 1152 loss: 1.7694 2022/11/28 17:42:32 - mmengine - INFO - Epoch(train) [66][1800/5005] lr: 4.3008e-02 eta: 4:57:27 time: 0.0662 data_time: 0.0018 memory: 1152 loss: 1.8942 2022/11/28 17:42:39 - mmengine - INFO - Epoch(train) [66][1900/5005] lr: 4.2982e-02 eta: 4:57:20 time: 0.0656 data_time: 0.0018 memory: 1152 loss: 1.7591 2022/11/28 17:42:45 - mmengine - INFO - Epoch(train) [66][2000/5005] lr: 4.2956e-02 eta: 4:57:14 time: 0.0660 data_time: 0.0018 memory: 1152 loss: 1.7234 2022/11/28 17:42:52 - mmengine - INFO - Epoch(train) [66][2100/5005] lr: 4.2930e-02 eta: 4:57:08 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 1.9262 2022/11/28 17:42:59 - mmengine - INFO - Epoch(train) [66][2200/5005] lr: 4.2904e-02 eta: 4:57:01 time: 0.0666 data_time: 0.0018 memory: 1152 loss: 1.8298 2022/11/28 17:43:06 - mmengine - INFO - Epoch(train) [66][2300/5005] lr: 4.2878e-02 eta: 4:56:55 time: 0.0662 data_time: 0.0019 memory: 1152 loss: 2.0550 2022/11/28 17:43:13 - mmengine - INFO - Epoch(train) [66][2400/5005] lr: 4.2852e-02 eta: 4:56:48 time: 0.0675 data_time: 0.0019 memory: 1152 loss: 1.8020 2022/11/28 17:43:19 - mmengine - INFO - Epoch(train) [66][2500/5005] lr: 4.2826e-02 eta: 4:56:42 time: 0.0670 data_time: 0.0018 memory: 1152 loss: 1.8160 2022/11/28 17:43:26 - mmengine - INFO - Epoch(train) [66][2600/5005] lr: 4.2800e-02 eta: 4:56:36 time: 0.0668 data_time: 0.0023 memory: 1152 loss: 2.0667 2022/11/28 17:43:31 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:43:33 - mmengine - INFO - Epoch(train) [66][2700/5005] lr: 4.2775e-02 eta: 4:56:29 time: 0.0665 data_time: 0.0019 memory: 1152 loss: 1.9019 2022/11/28 17:43:40 - mmengine - INFO - Epoch(train) [66][2800/5005] lr: 4.2749e-02 eta: 4:56:23 time: 0.0660 data_time: 0.0019 memory: 1152 loss: 2.1504 2022/11/28 17:43:47 - mmengine - INFO - Epoch(train) [66][2900/5005] lr: 4.2723e-02 eta: 4:56:17 time: 0.0668 data_time: 0.0018 memory: 1152 loss: 1.6696 2022/11/28 17:43:53 - mmengine - INFO - Epoch(train) [66][3000/5005] lr: 4.2697e-02 eta: 4:56:10 time: 0.0661 data_time: 0.0018 memory: 1152 loss: 2.2822 2022/11/28 17:44:00 - mmengine - INFO - Epoch(train) [66][3100/5005] lr: 4.2671e-02 eta: 4:56:04 time: 0.0661 data_time: 0.0019 memory: 1152 loss: 1.7489 2022/11/28 17:44:07 - mmengine - INFO - Epoch(train) [66][3200/5005] lr: 4.2645e-02 eta: 4:55:58 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 2.0117 2022/11/28 17:44:14 - mmengine - INFO - Epoch(train) [66][3300/5005] lr: 4.2619e-02 eta: 4:55:51 time: 0.0657 data_time: 0.0017 memory: 1152 loss: 2.1966 2022/11/28 17:44:21 - mmengine - INFO - Epoch(train) [66][3400/5005] lr: 4.2593e-02 eta: 4:55:45 time: 0.0665 data_time: 0.0018 memory: 1152 loss: 1.9035 2022/11/28 17:44:28 - mmengine - INFO - Epoch(train) [66][3500/5005] lr: 4.2568e-02 eta: 4:55:38 time: 0.0667 data_time: 0.0023 memory: 1152 loss: 1.9545 2022/11/28 17:44:34 - mmengine - INFO - Epoch(train) [66][3600/5005] lr: 4.2542e-02 eta: 4:55:32 time: 0.0665 data_time: 0.0018 memory: 1152 loss: 1.7923 2022/11/28 17:44:40 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:44:41 - mmengine - INFO - Epoch(train) [66][3700/5005] lr: 4.2516e-02 eta: 4:55:26 time: 0.0656 data_time: 0.0018 memory: 1152 loss: 2.0639 2022/11/28 17:44:48 - mmengine - INFO - Epoch(train) [66][3800/5005] lr: 4.2490e-02 eta: 4:55:19 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 1.6484 2022/11/28 17:44:55 - mmengine - INFO - Epoch(train) [66][3900/5005] lr: 4.2464e-02 eta: 4:55:13 time: 0.0665 data_time: 0.0023 memory: 1152 loss: 1.8174 2022/11/28 17:45:02 - mmengine - INFO - Epoch(train) [66][4000/5005] lr: 4.2438e-02 eta: 4:55:07 time: 0.0668 data_time: 0.0023 memory: 1152 loss: 1.8789 2022/11/28 17:45:09 - mmengine - INFO - Epoch(train) [66][4100/5005] lr: 4.2412e-02 eta: 4:55:00 time: 0.0667 data_time: 0.0018 memory: 1152 loss: 1.9404 2022/11/28 17:45:15 - mmengine - INFO - Epoch(train) [66][4200/5005] lr: 4.2387e-02 eta: 4:54:54 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 1.9119 2022/11/28 17:45:22 - mmengine - INFO - Epoch(train) [66][4300/5005] lr: 4.2361e-02 eta: 4:54:48 time: 0.0663 data_time: 0.0019 memory: 1152 loss: 1.7996 2022/11/28 17:45:29 - mmengine - INFO - Epoch(train) [66][4400/5005] lr: 4.2335e-02 eta: 4:54:41 time: 0.0661 data_time: 0.0020 memory: 1152 loss: 1.9836 2022/11/28 17:45:36 - mmengine - INFO - Epoch(train) [66][4500/5005] lr: 4.2309e-02 eta: 4:54:35 time: 0.0657 data_time: 0.0018 memory: 1152 loss: 1.9393 2022/11/28 17:45:43 - mmengine - INFO - Epoch(train) [66][4600/5005] lr: 4.2283e-02 eta: 4:54:28 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 2.0236 2022/11/28 17:45:48 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:45:50 - mmengine - INFO - Epoch(train) [66][4700/5005] lr: 4.2257e-02 eta: 4:54:22 time: 0.0674 data_time: 0.0018 memory: 1152 loss: 1.7545 2022/11/28 17:45:57 - mmengine - INFO - Epoch(train) [66][4800/5005] lr: 4.2231e-02 eta: 4:54:16 time: 0.0713 data_time: 0.0019 memory: 1152 loss: 1.8217 2022/11/28 17:46:04 - mmengine - INFO - Epoch(train) [66][4900/5005] lr: 4.2206e-02 eta: 4:54:09 time: 0.0663 data_time: 0.0023 memory: 1152 loss: 1.8870 2022/11/28 17:46:10 - mmengine - INFO - Epoch(train) [66][5000/5005] lr: 4.2180e-02 eta: 4:54:03 time: 0.0664 data_time: 0.0025 memory: 1152 loss: 1.9707 2022/11/28 17:46:11 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:46:11 - mmengine - INFO - Saving checkpoint at 66 epochs 2022/11/28 17:46:15 - mmengine - INFO - Epoch(val) [66][100/196] eta: 0:00:03 time: 0.0361 data_time: 0.0254 memory: 1152 2022/11/28 17:46:29 - mmengine - INFO - Epoch(val) [66][196/196] accuracy/top1: 61.8680 accuracy/top5: 84.6180 2022/11/28 17:46:36 - mmengine - INFO - Epoch(train) [67][ 100/5005] lr: 4.2153e-02 eta: 4:53:57 time: 0.0684 data_time: 0.0017 memory: 1152 loss: 1.7760 2022/11/28 17:46:43 - mmengine - INFO - Epoch(train) [67][ 200/5005] lr: 4.2127e-02 eta: 4:53:50 time: 0.0671 data_time: 0.0024 memory: 1152 loss: 1.9798 2022/11/28 17:46:50 - mmengine - INFO - Epoch(train) [67][ 300/5005] lr: 4.2101e-02 eta: 4:53:44 time: 0.0672 data_time: 0.0019 memory: 1152 loss: 1.8302 2022/11/28 17:46:57 - mmengine - INFO - Epoch(train) [67][ 400/5005] lr: 4.2075e-02 eta: 4:53:38 time: 0.0660 data_time: 0.0018 memory: 1152 loss: 1.9278 2022/11/28 17:47:03 - mmengine - INFO - Epoch(train) [67][ 500/5005] lr: 4.2049e-02 eta: 4:53:31 time: 0.0667 data_time: 0.0018 memory: 1152 loss: 1.8618 2022/11/28 17:47:10 - mmengine - INFO - Epoch(train) [67][ 600/5005] lr: 4.2024e-02 eta: 4:53:25 time: 0.0671 data_time: 0.0018 memory: 1152 loss: 1.7501 2022/11/28 17:47:15 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:47:17 - mmengine - INFO - Epoch(train) [67][ 700/5005] lr: 4.1998e-02 eta: 4:53:18 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 1.8984 2022/11/28 17:47:24 - mmengine - INFO - Epoch(train) [67][ 800/5005] lr: 4.1972e-02 eta: 4:53:12 time: 0.0672 data_time: 0.0017 memory: 1152 loss: 1.8570 2022/11/28 17:47:31 - mmengine - INFO - Epoch(train) [67][ 900/5005] lr: 4.1946e-02 eta: 4:53:06 time: 0.0668 data_time: 0.0018 memory: 1152 loss: 1.7027 2022/11/28 17:47:37 - mmengine - INFO - Epoch(train) [67][1000/5005] lr: 4.1920e-02 eta: 4:52:59 time: 0.0665 data_time: 0.0018 memory: 1152 loss: 1.7595 2022/11/28 17:47:44 - mmengine - INFO - Epoch(train) [67][1100/5005] lr: 4.1895e-02 eta: 4:52:53 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 1.9649 2022/11/28 17:47:51 - mmengine - INFO - Epoch(train) [67][1200/5005] lr: 4.1869e-02 eta: 4:52:46 time: 0.0665 data_time: 0.0026 memory: 1152 loss: 1.6087 2022/11/28 17:47:58 - mmengine - INFO - Epoch(train) [67][1300/5005] lr: 4.1843e-02 eta: 4:52:40 time: 0.0656 data_time: 0.0018 memory: 1152 loss: 2.0332 2022/11/28 17:48:05 - mmengine - INFO - Epoch(train) [67][1400/5005] lr: 4.1817e-02 eta: 4:52:34 time: 0.0666 data_time: 0.0017 memory: 1152 loss: 1.8126 2022/11/28 17:48:12 - mmengine - INFO - Epoch(train) [67][1500/5005] lr: 4.1791e-02 eta: 4:52:27 time: 0.0662 data_time: 0.0018 memory: 1152 loss: 2.0729 2022/11/28 17:48:18 - mmengine - INFO - Epoch(train) [67][1600/5005] lr: 4.1766e-02 eta: 4:52:21 time: 0.0739 data_time: 0.0019 memory: 1152 loss: 1.9069 2022/11/28 17:48:23 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:48:25 - mmengine - INFO - Epoch(train) [67][1700/5005] lr: 4.1740e-02 eta: 4:52:15 time: 0.0660 data_time: 0.0018 memory: 1152 loss: 1.9596 2022/11/28 17:48:32 - mmengine - INFO - Epoch(train) [67][1800/5005] lr: 4.1714e-02 eta: 4:52:08 time: 0.0667 data_time: 0.0021 memory: 1152 loss: 1.8181 2022/11/28 17:48:39 - mmengine - INFO - Epoch(train) [67][1900/5005] lr: 4.1688e-02 eta: 4:52:02 time: 0.0664 data_time: 0.0024 memory: 1152 loss: 1.9420 2022/11/28 17:48:46 - mmengine - INFO - Epoch(train) [67][2000/5005] lr: 4.1662e-02 eta: 4:51:56 time: 0.0673 data_time: 0.0018 memory: 1152 loss: 1.4772 2022/11/28 17:48:52 - mmengine - INFO - Epoch(train) [67][2100/5005] lr: 4.1637e-02 eta: 4:51:49 time: 0.0656 data_time: 0.0021 memory: 1152 loss: 1.9528 2022/11/28 17:48:59 - mmengine - INFO - Epoch(train) [67][2200/5005] lr: 4.1611e-02 eta: 4:51:43 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 2.1266 2022/11/28 17:49:06 - mmengine - INFO - Epoch(train) [67][2300/5005] lr: 4.1585e-02 eta: 4:51:36 time: 0.0683 data_time: 0.0018 memory: 1152 loss: 1.7839 2022/11/28 17:49:13 - mmengine - INFO - Epoch(train) [67][2400/5005] lr: 4.1559e-02 eta: 4:51:30 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 1.7946 2022/11/28 17:49:20 - mmengine - INFO - Epoch(train) [67][2500/5005] lr: 4.1533e-02 eta: 4:51:24 time: 0.0740 data_time: 0.0017 memory: 1152 loss: 2.1099 2022/11/28 17:49:27 - mmengine - INFO - Epoch(train) [67][2600/5005] lr: 4.1508e-02 eta: 4:51:17 time: 0.0662 data_time: 0.0024 memory: 1152 loss: 1.7927 2022/11/28 17:49:31 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:49:33 - mmengine - INFO - Epoch(train) [67][2700/5005] lr: 4.1482e-02 eta: 4:51:11 time: 0.0674 data_time: 0.0024 memory: 1152 loss: 1.7835 2022/11/28 17:49:40 - mmengine - INFO - Epoch(train) [67][2800/5005] lr: 4.1456e-02 eta: 4:51:05 time: 0.0670 data_time: 0.0018 memory: 1152 loss: 1.6943 2022/11/28 17:49:47 - mmengine - INFO - Epoch(train) [67][2900/5005] lr: 4.1430e-02 eta: 4:50:58 time: 0.0662 data_time: 0.0018 memory: 1152 loss: 1.9596 2022/11/28 17:49:54 - mmengine - INFO - Epoch(train) [67][3000/5005] lr: 4.1405e-02 eta: 4:50:52 time: 0.0663 data_time: 0.0018 memory: 1152 loss: 1.8799 2022/11/28 17:50:01 - mmengine - INFO - Epoch(train) [67][3100/5005] lr: 4.1379e-02 eta: 4:50:45 time: 0.0670 data_time: 0.0020 memory: 1152 loss: 2.0290 2022/11/28 17:50:08 - mmengine - INFO - Epoch(train) [67][3200/5005] lr: 4.1353e-02 eta: 4:50:39 time: 0.0660 data_time: 0.0021 memory: 1152 loss: 1.7783 2022/11/28 17:50:14 - mmengine - INFO - Epoch(train) [67][3300/5005] lr: 4.1327e-02 eta: 4:50:32 time: 0.0668 data_time: 0.0018 memory: 1152 loss: 1.7631 2022/11/28 17:50:21 - mmengine - INFO - Epoch(train) [67][3400/5005] lr: 4.1302e-02 eta: 4:50:26 time: 0.0683 data_time: 0.0017 memory: 1152 loss: 1.9569 2022/11/28 17:50:28 - mmengine - INFO - Epoch(train) [67][3500/5005] lr: 4.1276e-02 eta: 4:50:20 time: 0.0670 data_time: 0.0018 memory: 1152 loss: 1.8658 2022/11/28 17:50:35 - mmengine - INFO - Epoch(train) [67][3600/5005] lr: 4.1250e-02 eta: 4:50:13 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 1.9047 2022/11/28 17:50:40 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:50:42 - mmengine - INFO - Epoch(train) [67][3700/5005] lr: 4.1224e-02 eta: 4:50:07 time: 0.0660 data_time: 0.0018 memory: 1152 loss: 2.0478 2022/11/28 17:50:49 - mmengine - INFO - Epoch(train) [67][3800/5005] lr: 4.1199e-02 eta: 4:50:01 time: 0.0666 data_time: 0.0018 memory: 1152 loss: 1.9185 2022/11/28 17:50:55 - mmengine - INFO - Epoch(train) [67][3900/5005] lr: 4.1173e-02 eta: 4:49:54 time: 0.0666 data_time: 0.0024 memory: 1152 loss: 1.7619 2022/11/28 17:51:02 - mmengine - INFO - Epoch(train) [67][4000/5005] lr: 4.1147e-02 eta: 4:49:48 time: 0.0665 data_time: 0.0018 memory: 1152 loss: 1.9996 2022/11/28 17:51:09 - mmengine - INFO - Epoch(train) [67][4100/5005] lr: 4.1121e-02 eta: 4:49:41 time: 0.0667 data_time: 0.0018 memory: 1152 loss: 1.7647 2022/11/28 17:51:16 - mmengine - INFO - Epoch(train) [67][4200/5005] lr: 4.1096e-02 eta: 4:49:35 time: 0.0727 data_time: 0.0019 memory: 1152 loss: 1.7725 2022/11/28 17:51:23 - mmengine - INFO - Epoch(train) [67][4300/5005] lr: 4.1070e-02 eta: 4:49:29 time: 0.0667 data_time: 0.0017 memory: 1152 loss: 1.8472 2022/11/28 17:51:29 - mmengine - INFO - Epoch(train) [67][4400/5005] lr: 4.1044e-02 eta: 4:49:22 time: 0.0665 data_time: 0.0018 memory: 1152 loss: 1.9315 2022/11/28 17:51:36 - mmengine - INFO - Epoch(train) [67][4500/5005] lr: 4.1018e-02 eta: 4:49:16 time: 0.0670 data_time: 0.0022 memory: 1152 loss: 1.9538 2022/11/28 17:51:43 - mmengine - INFO - Epoch(train) [67][4600/5005] lr: 4.0993e-02 eta: 4:49:09 time: 0.0658 data_time: 0.0018 memory: 1152 loss: 2.0774 2022/11/28 17:51:48 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:51:50 - mmengine - INFO - Epoch(train) [67][4700/5005] lr: 4.0967e-02 eta: 4:49:03 time: 0.0655 data_time: 0.0018 memory: 1152 loss: 2.0015 2022/11/28 17:51:57 - mmengine - INFO - Epoch(train) [67][4800/5005] lr: 4.0941e-02 eta: 4:48:56 time: 0.0677 data_time: 0.0019 memory: 1152 loss: 1.8258 2022/11/28 17:52:03 - mmengine - INFO - Epoch(train) [67][4900/5005] lr: 4.0915e-02 eta: 4:48:50 time: 0.0665 data_time: 0.0021 memory: 1152 loss: 2.0083 2022/11/28 17:52:10 - mmengine - INFO - Epoch(train) [67][5000/5005] lr: 4.0890e-02 eta: 4:48:44 time: 0.0734 data_time: 0.0027 memory: 1152 loss: 1.9318 2022/11/28 17:52:11 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:52:11 - mmengine - INFO - Saving checkpoint at 67 epochs 2022/11/28 17:52:16 - mmengine - INFO - Epoch(val) [67][100/196] eta: 0:00:04 time: 0.0389 data_time: 0.0277 memory: 1152 2022/11/28 17:52:29 - mmengine - INFO - Epoch(val) [67][196/196] accuracy/top1: 62.2060 accuracy/top5: 84.6600 2022/11/28 17:52:36 - mmengine - INFO - Epoch(train) [68][ 100/5005] lr: 4.0863e-02 eta: 4:48:37 time: 0.0676 data_time: 0.0024 memory: 1152 loss: 1.7711 2022/11/28 17:52:43 - mmengine - INFO - Epoch(train) [68][ 200/5005] lr: 4.0837e-02 eta: 4:48:31 time: 0.0673 data_time: 0.0020 memory: 1152 loss: 1.7960 2022/11/28 17:52:50 - mmengine - INFO - Epoch(train) [68][ 300/5005] lr: 4.0811e-02 eta: 4:48:25 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 1.7220 2022/11/28 17:52:57 - mmengine - INFO - Epoch(train) [68][ 400/5005] lr: 4.0786e-02 eta: 4:48:18 time: 0.0669 data_time: 0.0018 memory: 1152 loss: 1.7853 2022/11/28 17:53:04 - mmengine - INFO - Epoch(train) [68][ 500/5005] lr: 4.0760e-02 eta: 4:48:12 time: 0.0666 data_time: 0.0018 memory: 1152 loss: 1.9633 2022/11/28 17:53:11 - mmengine - INFO - Epoch(train) [68][ 600/5005] lr: 4.0734e-02 eta: 4:48:05 time: 0.0713 data_time: 0.0018 memory: 1152 loss: 1.8629 2022/11/28 17:53:15 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:53:18 - mmengine - INFO - Epoch(train) [68][ 700/5005] lr: 4.0709e-02 eta: 4:47:59 time: 0.0661 data_time: 0.0019 memory: 1152 loss: 1.8465 2022/11/28 17:53:24 - mmengine - INFO - Epoch(train) [68][ 800/5005] lr: 4.0683e-02 eta: 4:47:53 time: 0.0671 data_time: 0.0018 memory: 1152 loss: 1.9741 2022/11/28 17:53:31 - mmengine - INFO - Epoch(train) [68][ 900/5005] lr: 4.0657e-02 eta: 4:47:46 time: 0.0665 data_time: 0.0018 memory: 1152 loss: 1.9250 2022/11/28 17:53:38 - mmengine - INFO - Epoch(train) [68][1000/5005] lr: 4.0631e-02 eta: 4:47:40 time: 0.0662 data_time: 0.0024 memory: 1152 loss: 1.9120 2022/11/28 17:53:45 - mmengine - INFO - Epoch(train) [68][1100/5005] lr: 4.0606e-02 eta: 4:47:33 time: 0.0661 data_time: 0.0018 memory: 1152 loss: 1.9480 2022/11/28 17:53:52 - mmengine - INFO - Epoch(train) [68][1200/5005] lr: 4.0580e-02 eta: 4:47:27 time: 0.0721 data_time: 0.0019 memory: 1152 loss: 1.9008 2022/11/28 17:53:58 - mmengine - INFO - Epoch(train) [68][1300/5005] lr: 4.0554e-02 eta: 4:47:21 time: 0.0662 data_time: 0.0018 memory: 1152 loss: 1.7662 2022/11/28 17:54:05 - mmengine - INFO - Epoch(train) [68][1400/5005] lr: 4.0529e-02 eta: 4:47:14 time: 0.0661 data_time: 0.0019 memory: 1152 loss: 1.9415 2022/11/28 17:54:12 - mmengine - INFO - Epoch(train) [68][1500/5005] lr: 4.0503e-02 eta: 4:47:08 time: 0.0666 data_time: 0.0018 memory: 1152 loss: 1.9858 2022/11/28 17:54:19 - mmengine - INFO - Epoch(train) [68][1600/5005] lr: 4.0477e-02 eta: 4:47:01 time: 0.0661 data_time: 0.0018 memory: 1152 loss: 1.7655 2022/11/28 17:54:23 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:54:26 - mmengine - INFO - Epoch(train) [68][1700/5005] lr: 4.0452e-02 eta: 4:46:55 time: 0.0651 data_time: 0.0019 memory: 1152 loss: 2.1560 2022/11/28 17:54:32 - mmengine - INFO - Epoch(train) [68][1800/5005] lr: 4.0426e-02 eta: 4:46:49 time: 0.0674 data_time: 0.0023 memory: 1152 loss: 1.7267 2022/11/28 17:54:39 - mmengine - INFO - Epoch(train) [68][1900/5005] lr: 4.0400e-02 eta: 4:46:42 time: 0.0659 data_time: 0.0018 memory: 1152 loss: 1.8049 2022/11/28 17:54:46 - mmengine - INFO - Epoch(train) [68][2000/5005] lr: 4.0375e-02 eta: 4:46:36 time: 0.0660 data_time: 0.0019 memory: 1152 loss: 1.6507 2022/11/28 17:54:53 - mmengine - INFO - Epoch(train) [68][2100/5005] lr: 4.0349e-02 eta: 4:46:29 time: 0.0668 data_time: 0.0018 memory: 1152 loss: 1.7797 2022/11/28 17:55:00 - mmengine - INFO - Epoch(train) [68][2200/5005] lr: 4.0323e-02 eta: 4:46:23 time: 0.0690 data_time: 0.0018 memory: 1152 loss: 1.9117 2022/11/28 17:55:06 - mmengine - INFO - Epoch(train) [68][2300/5005] lr: 4.0298e-02 eta: 4:46:16 time: 0.0659 data_time: 0.0019 memory: 1152 loss: 1.8662 2022/11/28 17:55:13 - mmengine - INFO - Epoch(train) [68][2400/5005] lr: 4.0272e-02 eta: 4:46:10 time: 0.0670 data_time: 0.0019 memory: 1152 loss: 1.7738 2022/11/28 17:55:20 - mmengine - INFO - Epoch(train) [68][2500/5005] lr: 4.0246e-02 eta: 4:46:04 time: 0.0663 data_time: 0.0024 memory: 1152 loss: 1.8962 2022/11/28 17:55:27 - mmengine - INFO - Epoch(train) [68][2600/5005] lr: 4.0221e-02 eta: 4:45:57 time: 0.0661 data_time: 0.0020 memory: 1152 loss: 2.0987 2022/11/28 17:55:31 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:55:34 - mmengine - INFO - Epoch(train) [68][2700/5005] lr: 4.0195e-02 eta: 4:45:51 time: 0.0750 data_time: 0.0019 memory: 1152 loss: 1.6458 2022/11/28 17:55:40 - mmengine - INFO - Epoch(train) [68][2800/5005] lr: 4.0169e-02 eta: 4:45:44 time: 0.0666 data_time: 0.0018 memory: 1152 loss: 1.8124 2022/11/28 17:55:47 - mmengine - INFO - Epoch(train) [68][2900/5005] lr: 4.0144e-02 eta: 4:45:38 time: 0.0659 data_time: 0.0020 memory: 1152 loss: 1.6457 2022/11/28 17:55:54 - mmengine - INFO - Epoch(train) [68][3000/5005] lr: 4.0118e-02 eta: 4:45:32 time: 0.0656 data_time: 0.0018 memory: 1152 loss: 2.1450 2022/11/28 17:56:01 - mmengine - INFO - Epoch(train) [68][3100/5005] lr: 4.0093e-02 eta: 4:45:25 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 1.8221 2022/11/28 17:56:08 - mmengine - INFO - Epoch(train) [68][3200/5005] lr: 4.0067e-02 eta: 4:45:19 time: 0.0827 data_time: 0.0186 memory: 1152 loss: 2.1698 2022/11/28 17:56:15 - mmengine - INFO - Epoch(train) [68][3300/5005] lr: 4.0041e-02 eta: 4:45:12 time: 0.0660 data_time: 0.0019 memory: 1152 loss: 2.0331 2022/11/28 17:56:21 - mmengine - INFO - Epoch(train) [68][3400/5005] lr: 4.0016e-02 eta: 4:45:06 time: 0.0668 data_time: 0.0019 memory: 1152 loss: 1.8447 2022/11/28 17:56:28 - mmengine - INFO - Epoch(train) [68][3500/5005] lr: 3.9990e-02 eta: 4:45:00 time: 0.0659 data_time: 0.0019 memory: 1152 loss: 1.7895 2022/11/28 17:56:35 - mmengine - INFO - Epoch(train) [68][3600/5005] lr: 3.9964e-02 eta: 4:44:53 time: 0.0669 data_time: 0.0019 memory: 1152 loss: 1.9014 2022/11/28 17:56:39 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:56:42 - mmengine - INFO - Epoch(train) [68][3700/5005] lr: 3.9939e-02 eta: 4:44:47 time: 0.0658 data_time: 0.0022 memory: 1152 loss: 1.7476 2022/11/28 17:56:49 - mmengine - INFO - Epoch(train) [68][3800/5005] lr: 3.9913e-02 eta: 4:44:41 time: 0.0663 data_time: 0.0021 memory: 1152 loss: 1.7916 2022/11/28 17:56:56 - mmengine - INFO - Epoch(train) [68][3900/5005] lr: 3.9888e-02 eta: 4:44:34 time: 0.0661 data_time: 0.0018 memory: 1152 loss: 1.9747 2022/11/28 17:57:03 - mmengine - INFO - Epoch(train) [68][4000/5005] lr: 3.9862e-02 eta: 4:44:28 time: 0.0667 data_time: 0.0019 memory: 1152 loss: 1.6604 2022/11/28 17:57:09 - mmengine - INFO - Epoch(train) [68][4100/5005] lr: 3.9836e-02 eta: 4:44:22 time: 0.0667 data_time: 0.0018 memory: 1152 loss: 2.0940 2022/11/28 17:57:16 - mmengine - INFO - Epoch(train) [68][4200/5005] lr: 3.9811e-02 eta: 4:44:15 time: 0.0669 data_time: 0.0022 memory: 1152 loss: 2.0460 2022/11/28 17:57:23 - mmengine - INFO - Epoch(train) [68][4300/5005] lr: 3.9785e-02 eta: 4:44:09 time: 0.0661 data_time: 0.0021 memory: 1152 loss: 1.9017 2022/11/28 17:57:30 - mmengine - INFO - Epoch(train) [68][4400/5005] lr: 3.9759e-02 eta: 4:44:02 time: 0.0666 data_time: 0.0021 memory: 1152 loss: 1.9291 2022/11/28 17:57:37 - mmengine - INFO - Epoch(train) [68][4500/5005] lr: 3.9734e-02 eta: 4:43:56 time: 0.0667 data_time: 0.0017 memory: 1152 loss: 1.9534 2022/11/28 17:57:43 - mmengine - INFO - Epoch(train) [68][4600/5005] lr: 3.9708e-02 eta: 4:43:50 time: 0.0661 data_time: 0.0019 memory: 1152 loss: 1.9113 2022/11/28 17:57:48 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:57:50 - mmengine - INFO - Epoch(train) [68][4700/5005] lr: 3.9683e-02 eta: 4:43:43 time: 0.0656 data_time: 0.0018 memory: 1152 loss: 1.8422 2022/11/28 17:57:57 - mmengine - INFO - Epoch(train) [68][4800/5005] lr: 3.9657e-02 eta: 4:43:37 time: 0.0665 data_time: 0.0018 memory: 1152 loss: 1.9151 2022/11/28 17:58:04 - mmengine - INFO - Epoch(train) [68][4900/5005] lr: 3.9632e-02 eta: 4:43:30 time: 0.0656 data_time: 0.0018 memory: 1152 loss: 1.8358 2022/11/28 17:58:11 - mmengine - INFO - Epoch(train) [68][5000/5005] lr: 3.9606e-02 eta: 4:43:24 time: 0.0666 data_time: 0.0027 memory: 1152 loss: 2.0633 2022/11/28 17:58:11 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:58:11 - mmengine - INFO - Saving checkpoint at 68 epochs 2022/11/28 17:58:16 - mmengine - INFO - Epoch(val) [68][100/196] eta: 0:00:03 time: 0.0366 data_time: 0.0255 memory: 1152 2022/11/28 17:58:29 - mmengine - INFO - Epoch(val) [68][196/196] accuracy/top1: 62.7140 accuracy/top5: 84.9600 2022/11/28 17:58:36 - mmengine - INFO - Epoch(train) [69][ 100/5005] lr: 3.9579e-02 eta: 4:43:17 time: 0.0663 data_time: 0.0018 memory: 1152 loss: 1.8346 2022/11/28 17:58:43 - mmengine - INFO - Epoch(train) [69][ 200/5005] lr: 3.9554e-02 eta: 4:43:11 time: 0.0662 data_time: 0.0019 memory: 1152 loss: 1.8345 2022/11/28 17:58:50 - mmengine - INFO - Epoch(train) [69][ 300/5005] lr: 3.9528e-02 eta: 4:43:05 time: 0.0664 data_time: 0.0017 memory: 1152 loss: 1.8861 2022/11/28 17:58:56 - mmengine - INFO - Epoch(train) [69][ 400/5005] lr: 3.9502e-02 eta: 4:42:58 time: 0.0669 data_time: 0.0018 memory: 1152 loss: 1.7865 2022/11/28 17:59:03 - mmengine - INFO - Epoch(train) [69][ 500/5005] lr: 3.9477e-02 eta: 4:42:52 time: 0.0663 data_time: 0.0018 memory: 1152 loss: 1.8619 2022/11/28 17:59:10 - mmengine - INFO - Epoch(train) [69][ 600/5005] lr: 3.9451e-02 eta: 4:42:45 time: 0.0666 data_time: 0.0024 memory: 1152 loss: 1.8150 2022/11/28 17:59:14 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 17:59:17 - mmengine - INFO - Epoch(train) [69][ 700/5005] lr: 3.9426e-02 eta: 4:42:39 time: 0.0717 data_time: 0.0020 memory: 1152 loss: 2.0742 2022/11/28 17:59:24 - mmengine - INFO - Epoch(train) [69][ 800/5005] lr: 3.9400e-02 eta: 4:42:33 time: 0.0668 data_time: 0.0019 memory: 1152 loss: 1.7960 2022/11/28 17:59:31 - mmengine - INFO - Epoch(train) [69][ 900/5005] lr: 3.9375e-02 eta: 4:42:26 time: 0.0659 data_time: 0.0017 memory: 1152 loss: 1.8065 2022/11/28 17:59:37 - mmengine - INFO - Epoch(train) [69][1000/5005] lr: 3.9349e-02 eta: 4:42:20 time: 0.0674 data_time: 0.0017 memory: 1152 loss: 1.5933 2022/11/28 17:59:44 - mmengine - INFO - Epoch(train) [69][1100/5005] lr: 3.9323e-02 eta: 4:42:14 time: 0.0672 data_time: 0.0018 memory: 1152 loss: 1.9209 2022/11/28 17:59:51 - mmengine - INFO - Epoch(train) [69][1200/5005] lr: 3.9298e-02 eta: 4:42:07 time: 0.0670 data_time: 0.0017 memory: 1152 loss: 1.7503 2022/11/28 17:59:58 - mmengine - INFO - Epoch(train) [69][1300/5005] lr: 3.9272e-02 eta: 4:42:01 time: 0.0662 data_time: 0.0018 memory: 1152 loss: 1.6812 2022/11/28 18:00:05 - mmengine - INFO - Epoch(train) [69][1400/5005] lr: 3.9247e-02 eta: 4:41:54 time: 0.0696 data_time: 0.0018 memory: 1152 loss: 1.8920 2022/11/28 18:00:11 - mmengine - INFO - Epoch(train) [69][1500/5005] lr: 3.9221e-02 eta: 4:41:48 time: 0.0660 data_time: 0.0023 memory: 1152 loss: 2.1022 2022/11/28 18:00:18 - mmengine - INFO - Epoch(train) [69][1600/5005] lr: 3.9196e-02 eta: 4:41:41 time: 0.0661 data_time: 0.0018 memory: 1152 loss: 1.8592 2022/11/28 18:00:22 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:00:25 - mmengine - INFO - Epoch(train) [69][1700/5005] lr: 3.9170e-02 eta: 4:41:35 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 1.8695 2022/11/28 18:00:32 - mmengine - INFO - Epoch(train) [69][1800/5005] lr: 3.9145e-02 eta: 4:41:29 time: 0.0667 data_time: 0.0018 memory: 1152 loss: 1.8309 2022/11/28 18:00:39 - mmengine - INFO - Epoch(train) [69][1900/5005] lr: 3.9119e-02 eta: 4:41:22 time: 0.0662 data_time: 0.0018 memory: 1152 loss: 1.9307 2022/11/28 18:00:46 - mmengine - INFO - Epoch(train) [69][2000/5005] lr: 3.9094e-02 eta: 4:41:16 time: 0.0664 data_time: 0.0017 memory: 1152 loss: 1.8454 2022/11/28 18:00:53 - mmengine - INFO - Epoch(train) [69][2100/5005] lr: 3.9068e-02 eta: 4:41:10 time: 0.0665 data_time: 0.0018 memory: 1152 loss: 1.7882 2022/11/28 18:00:59 - mmengine - INFO - Epoch(train) [69][2200/5005] lr: 3.9043e-02 eta: 4:41:03 time: 0.0665 data_time: 0.0026 memory: 1152 loss: 1.9461 2022/11/28 18:01:06 - mmengine - INFO - Epoch(train) [69][2300/5005] lr: 3.9017e-02 eta: 4:40:57 time: 0.0662 data_time: 0.0019 memory: 1152 loss: 1.8295 2022/11/28 18:01:13 - mmengine - INFO - Epoch(train) [69][2400/5005] lr: 3.8992e-02 eta: 4:40:50 time: 0.0660 data_time: 0.0024 memory: 1152 loss: 1.7822 2022/11/28 18:01:20 - mmengine - INFO - Epoch(train) [69][2500/5005] lr: 3.8966e-02 eta: 4:40:44 time: 0.0658 data_time: 0.0018 memory: 1152 loss: 1.7851 2022/11/28 18:01:26 - mmengine - INFO - Epoch(train) [69][2600/5005] lr: 3.8941e-02 eta: 4:40:37 time: 0.0663 data_time: 0.0019 memory: 1152 loss: 1.7461 2022/11/28 18:01:31 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:01:33 - mmengine - INFO - Epoch(train) [69][2700/5005] lr: 3.8915e-02 eta: 4:40:31 time: 0.0672 data_time: 0.0026 memory: 1152 loss: 1.9469 2022/11/28 18:01:40 - mmengine - INFO - Epoch(train) [69][2800/5005] lr: 3.8890e-02 eta: 4:40:25 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 1.8208 2022/11/28 18:01:47 - mmengine - INFO - Epoch(train) [69][2900/5005] lr: 3.8864e-02 eta: 4:40:18 time: 0.0662 data_time: 0.0019 memory: 1152 loss: 1.8039 2022/11/28 18:01:54 - mmengine - INFO - Epoch(train) [69][3000/5005] lr: 3.8839e-02 eta: 4:40:12 time: 0.0676 data_time: 0.0018 memory: 1152 loss: 1.6880 2022/11/28 18:02:01 - mmengine - INFO - Epoch(train) [69][3100/5005] lr: 3.8813e-02 eta: 4:40:06 time: 0.0671 data_time: 0.0018 memory: 1152 loss: 1.9196 2022/11/28 18:02:08 - mmengine - INFO - Epoch(train) [69][3200/5005] lr: 3.8788e-02 eta: 4:39:59 time: 0.0721 data_time: 0.0018 memory: 1152 loss: 1.9323 2022/11/28 18:02:15 - mmengine - INFO - Epoch(train) [69][3300/5005] lr: 3.8762e-02 eta: 4:39:53 time: 0.0673 data_time: 0.0018 memory: 1152 loss: 2.0500 2022/11/28 18:02:21 - mmengine - INFO - Epoch(train) [69][3400/5005] lr: 3.8737e-02 eta: 4:39:46 time: 0.0662 data_time: 0.0018 memory: 1152 loss: 2.1507 2022/11/28 18:02:28 - mmengine - INFO - Epoch(train) [69][3500/5005] lr: 3.8711e-02 eta: 4:39:40 time: 0.0654 data_time: 0.0024 memory: 1152 loss: 1.9396 2022/11/28 18:02:35 - mmengine - INFO - Epoch(train) [69][3600/5005] lr: 3.8686e-02 eta: 4:39:33 time: 0.0660 data_time: 0.0018 memory: 1152 loss: 1.6598 2022/11/28 18:02:39 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:02:42 - mmengine - INFO - Epoch(train) [69][3700/5005] lr: 3.8660e-02 eta: 4:39:27 time: 0.0667 data_time: 0.0018 memory: 1152 loss: 1.6898 2022/11/28 18:02:49 - mmengine - INFO - Epoch(train) [69][3800/5005] lr: 3.8635e-02 eta: 4:39:21 time: 0.0671 data_time: 0.0018 memory: 1152 loss: 2.0448 2022/11/28 18:02:55 - mmengine - INFO - Epoch(train) [69][3900/5005] lr: 3.8609e-02 eta: 4:39:14 time: 0.0667 data_time: 0.0018 memory: 1152 loss: 1.7761 2022/11/28 18:03:02 - mmengine - INFO - Epoch(train) [69][4000/5005] lr: 3.8584e-02 eta: 4:39:08 time: 0.0669 data_time: 0.0018 memory: 1152 loss: 1.7584 2022/11/28 18:03:09 - mmengine - INFO - Epoch(train) [69][4100/5005] lr: 3.8558e-02 eta: 4:39:01 time: 0.0667 data_time: 0.0018 memory: 1152 loss: 1.7946 2022/11/28 18:03:16 - mmengine - INFO - Epoch(train) [69][4200/5005] lr: 3.8533e-02 eta: 4:38:55 time: 0.0668 data_time: 0.0018 memory: 1152 loss: 1.7724 2022/11/28 18:03:23 - mmengine - INFO - Epoch(train) [69][4300/5005] lr: 3.8507e-02 eta: 4:38:49 time: 0.0722 data_time: 0.0018 memory: 1152 loss: 1.8467 2022/11/28 18:03:29 - mmengine - INFO - Epoch(train) [69][4400/5005] lr: 3.8482e-02 eta: 4:38:42 time: 0.0667 data_time: 0.0018 memory: 1152 loss: 1.6060 2022/11/28 18:03:36 - mmengine - INFO - Epoch(train) [69][4500/5005] lr: 3.8456e-02 eta: 4:38:36 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 2.0075 2022/11/28 18:03:43 - mmengine - INFO - Epoch(train) [69][4600/5005] lr: 3.8431e-02 eta: 4:38:29 time: 0.0665 data_time: 0.0024 memory: 1152 loss: 2.0797 2022/11/28 18:03:47 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:03:50 - mmengine - INFO - Epoch(train) [69][4700/5005] lr: 3.8406e-02 eta: 4:38:23 time: 0.0671 data_time: 0.0018 memory: 1152 loss: 1.8736 2022/11/28 18:03:57 - mmengine - INFO - Epoch(train) [69][4800/5005] lr: 3.8380e-02 eta: 4:38:17 time: 0.0671 data_time: 0.0019 memory: 1152 loss: 1.9835 2022/11/28 18:04:04 - mmengine - INFO - Epoch(train) [69][4900/5005] lr: 3.8355e-02 eta: 4:38:10 time: 0.0665 data_time: 0.0018 memory: 1152 loss: 1.7130 2022/11/28 18:04:10 - mmengine - INFO - Epoch(train) [69][5000/5005] lr: 3.8329e-02 eta: 4:38:04 time: 0.0672 data_time: 0.0027 memory: 1152 loss: 1.8902 2022/11/28 18:04:11 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:04:11 - mmengine - INFO - Saving checkpoint at 69 epochs 2022/11/28 18:04:16 - mmengine - INFO - Epoch(val) [69][100/196] eta: 0:00:03 time: 0.0366 data_time: 0.0254 memory: 1152 2022/11/28 18:04:29 - mmengine - INFO - Epoch(val) [69][196/196] accuracy/top1: 62.7680 accuracy/top5: 85.0100 2022/11/28 18:04:36 - mmengine - INFO - Epoch(train) [70][ 100/5005] lr: 3.8303e-02 eta: 4:37:57 time: 0.0673 data_time: 0.0018 memory: 1152 loss: 1.7384 2022/11/28 18:04:43 - mmengine - INFO - Epoch(train) [70][ 200/5005] lr: 3.8277e-02 eta: 4:37:51 time: 0.0687 data_time: 0.0020 memory: 1152 loss: 1.7323 2022/11/28 18:04:50 - mmengine - INFO - Epoch(train) [70][ 300/5005] lr: 3.8252e-02 eta: 4:37:44 time: 0.0666 data_time: 0.0018 memory: 1152 loss: 1.6853 2022/11/28 18:04:57 - mmengine - INFO - Epoch(train) [70][ 400/5005] lr: 3.8226e-02 eta: 4:37:38 time: 0.0666 data_time: 0.0018 memory: 1152 loss: 1.8850 2022/11/28 18:05:03 - mmengine - INFO - Epoch(train) [70][ 500/5005] lr: 3.8201e-02 eta: 4:37:32 time: 0.0663 data_time: 0.0023 memory: 1152 loss: 1.8145 2022/11/28 18:05:10 - mmengine - INFO - Epoch(train) [70][ 600/5005] lr: 3.8175e-02 eta: 4:37:25 time: 0.0673 data_time: 0.0024 memory: 1152 loss: 1.7448 2022/11/28 18:05:14 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:05:17 - mmengine - INFO - Epoch(train) [70][ 700/5005] lr: 3.8150e-02 eta: 4:37:19 time: 0.0658 data_time: 0.0018 memory: 1152 loss: 1.8867 2022/11/28 18:05:24 - mmengine - INFO - Epoch(train) [70][ 800/5005] lr: 3.8125e-02 eta: 4:37:12 time: 0.0669 data_time: 0.0020 memory: 1152 loss: 1.8039 2022/11/28 18:05:31 - mmengine - INFO - Epoch(train) [70][ 900/5005] lr: 3.8099e-02 eta: 4:37:06 time: 0.0677 data_time: 0.0018 memory: 1152 loss: 1.9028 2022/11/28 18:05:38 - mmengine - INFO - Epoch(train) [70][1000/5005] lr: 3.8074e-02 eta: 4:37:00 time: 0.0763 data_time: 0.0018 memory: 1152 loss: 1.9291 2022/11/28 18:05:44 - mmengine - INFO - Epoch(train) [70][1100/5005] lr: 3.8048e-02 eta: 4:36:53 time: 0.0666 data_time: 0.0019 memory: 1152 loss: 1.7749 2022/11/28 18:05:51 - mmengine - INFO - Epoch(train) [70][1200/5005] lr: 3.8023e-02 eta: 4:36:47 time: 0.0667 data_time: 0.0024 memory: 1152 loss: 1.7074 2022/11/28 18:05:58 - mmengine - INFO - Epoch(train) [70][1300/5005] lr: 3.7998e-02 eta: 4:36:40 time: 0.0732 data_time: 0.0026 memory: 1152 loss: 1.7051 2022/11/28 18:06:05 - mmengine - INFO - Epoch(train) [70][1400/5005] lr: 3.7972e-02 eta: 4:36:34 time: 0.0657 data_time: 0.0019 memory: 1152 loss: 2.0464 2022/11/28 18:06:12 - mmengine - INFO - Epoch(train) [70][1500/5005] lr: 3.7947e-02 eta: 4:36:28 time: 0.0669 data_time: 0.0023 memory: 1152 loss: 1.6691 2022/11/28 18:06:19 - mmengine - INFO - Epoch(train) [70][1600/5005] lr: 3.7922e-02 eta: 4:36:21 time: 0.0670 data_time: 0.0019 memory: 1152 loss: 1.7096 2022/11/28 18:06:22 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:06:25 - mmengine - INFO - Epoch(train) [70][1700/5005] lr: 3.7896e-02 eta: 4:36:15 time: 0.0663 data_time: 0.0020 memory: 1152 loss: 2.0035 2022/11/28 18:06:32 - mmengine - INFO - Epoch(train) [70][1800/5005] lr: 3.7871e-02 eta: 4:36:08 time: 0.0662 data_time: 0.0021 memory: 1152 loss: 1.9860 2022/11/28 18:06:39 - mmengine - INFO - Epoch(train) [70][1900/5005] lr: 3.7845e-02 eta: 4:36:02 time: 0.0665 data_time: 0.0021 memory: 1152 loss: 1.8383 2022/11/28 18:06:46 - mmengine - INFO - Epoch(train) [70][2000/5005] lr: 3.7820e-02 eta: 4:35:56 time: 0.0676 data_time: 0.0023 memory: 1152 loss: 1.7021 2022/11/28 18:06:53 - mmengine - INFO - Epoch(train) [70][2100/5005] lr: 3.7795e-02 eta: 4:35:49 time: 0.0676 data_time: 0.0028 memory: 1152 loss: 2.1172 2022/11/28 18:07:00 - mmengine - INFO - Epoch(train) [70][2200/5005] lr: 3.7769e-02 eta: 4:35:43 time: 0.0669 data_time: 0.0018 memory: 1152 loss: 2.0124 2022/11/28 18:07:07 - mmengine - INFO - Epoch(train) [70][2300/5005] lr: 3.7744e-02 eta: 4:35:36 time: 0.0667 data_time: 0.0019 memory: 1152 loss: 1.9033 2022/11/28 18:07:13 - mmengine - INFO - Epoch(train) [70][2400/5005] lr: 3.7719e-02 eta: 4:35:30 time: 0.0668 data_time: 0.0019 memory: 1152 loss: 1.8911 2022/11/28 18:07:20 - mmengine - INFO - Epoch(train) [70][2500/5005] lr: 3.7693e-02 eta: 4:35:24 time: 0.0675 data_time: 0.0018 memory: 1152 loss: 1.9625 2022/11/28 18:07:27 - mmengine - INFO - Epoch(train) [70][2600/5005] lr: 3.7668e-02 eta: 4:35:17 time: 0.0729 data_time: 0.0019 memory: 1152 loss: 1.9163 2022/11/28 18:07:31 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:07:34 - mmengine - INFO - Epoch(train) [70][2700/5005] lr: 3.7643e-02 eta: 4:35:11 time: 0.0669 data_time: 0.0026 memory: 1152 loss: 1.9635 2022/11/28 18:07:41 - mmengine - INFO - Epoch(train) [70][2800/5005] lr: 3.7617e-02 eta: 4:35:04 time: 0.0673 data_time: 0.0019 memory: 1152 loss: 1.9751 2022/11/28 18:07:48 - mmengine - INFO - Epoch(train) [70][2900/5005] lr: 3.7592e-02 eta: 4:34:58 time: 0.0665 data_time: 0.0018 memory: 1152 loss: 1.7455 2022/11/28 18:07:55 - mmengine - INFO - Epoch(train) [70][3000/5005] lr: 3.7567e-02 eta: 4:34:52 time: 0.0689 data_time: 0.0018 memory: 1152 loss: 1.7364 2022/11/28 18:08:01 - mmengine - INFO - Epoch(train) [70][3100/5005] lr: 3.7541e-02 eta: 4:34:45 time: 0.0670 data_time: 0.0023 memory: 1152 loss: 1.5378 2022/11/28 18:08:08 - mmengine - INFO - Epoch(train) [70][3200/5005] lr: 3.7516e-02 eta: 4:34:39 time: 0.0659 data_time: 0.0020 memory: 1152 loss: 1.8925 2022/11/28 18:08:15 - mmengine - INFO - Epoch(train) [70][3300/5005] lr: 3.7491e-02 eta: 4:34:32 time: 0.0668 data_time: 0.0018 memory: 1152 loss: 1.6598 2022/11/28 18:08:22 - mmengine - INFO - Epoch(train) [70][3400/5005] lr: 3.7465e-02 eta: 4:34:26 time: 0.0676 data_time: 0.0027 memory: 1152 loss: 1.6538 2022/11/28 18:08:29 - mmengine - INFO - Epoch(train) [70][3500/5005] lr: 3.7440e-02 eta: 4:34:20 time: 0.0664 data_time: 0.0019 memory: 1152 loss: 1.8935 2022/11/28 18:08:36 - mmengine - INFO - Epoch(train) [70][3600/5005] lr: 3.7415e-02 eta: 4:34:13 time: 0.0670 data_time: 0.0019 memory: 1152 loss: 1.8433 2022/11/28 18:08:39 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:08:43 - mmengine - INFO - Epoch(train) [70][3700/5005] lr: 3.7389e-02 eta: 4:34:07 time: 0.0668 data_time: 0.0019 memory: 1152 loss: 1.7975 2022/11/28 18:08:49 - mmengine - INFO - Epoch(train) [70][3800/5005] lr: 3.7364e-02 eta: 4:34:00 time: 0.0666 data_time: 0.0021 memory: 1152 loss: 1.8483 2022/11/28 18:08:56 - mmengine - INFO - Epoch(train) [70][3900/5005] lr: 3.7339e-02 eta: 4:33:54 time: 0.0665 data_time: 0.0019 memory: 1152 loss: 1.7735 2022/11/28 18:09:03 - mmengine - INFO - Epoch(train) [70][4000/5005] lr: 3.7313e-02 eta: 4:33:48 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 2.0487 2022/11/28 18:09:10 - mmengine - INFO - Epoch(train) [70][4100/5005] lr: 3.7288e-02 eta: 4:33:41 time: 0.0668 data_time: 0.0019 memory: 1152 loss: 1.9986 2022/11/28 18:09:17 - mmengine - INFO - Epoch(train) [70][4200/5005] lr: 3.7263e-02 eta: 4:33:35 time: 0.0660 data_time: 0.0020 memory: 1152 loss: 1.6835 2022/11/28 18:09:24 - mmengine - INFO - Epoch(train) [70][4300/5005] lr: 3.7237e-02 eta: 4:33:28 time: 0.0666 data_time: 0.0019 memory: 1152 loss: 1.8686 2022/11/28 18:09:30 - mmengine - INFO - Epoch(train) [70][4400/5005] lr: 3.7212e-02 eta: 4:33:22 time: 0.0659 data_time: 0.0020 memory: 1152 loss: 1.7873 2022/11/28 18:09:37 - mmengine - INFO - Epoch(train) [70][4500/5005] lr: 3.7187e-02 eta: 4:33:16 time: 0.0663 data_time: 0.0017 memory: 1152 loss: 1.9550 2022/11/28 18:09:44 - mmengine - INFO - Epoch(train) [70][4600/5005] lr: 3.7162e-02 eta: 4:33:09 time: 0.0667 data_time: 0.0020 memory: 1152 loss: 1.6328 2022/11/28 18:09:48 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:09:51 - mmengine - INFO - Epoch(train) [70][4700/5005] lr: 3.7136e-02 eta: 4:33:03 time: 0.0680 data_time: 0.0019 memory: 1152 loss: 2.1376 2022/11/28 18:09:58 - mmengine - INFO - Epoch(train) [70][4800/5005] lr: 3.7111e-02 eta: 4:32:57 time: 0.0688 data_time: 0.0019 memory: 1152 loss: 1.8531 2022/11/28 18:10:05 - mmengine - INFO - Epoch(train) [70][4900/5005] lr: 3.7086e-02 eta: 4:32:50 time: 0.0671 data_time: 0.0025 memory: 1152 loss: 1.8953 2022/11/28 18:10:12 - mmengine - INFO - Epoch(train) [70][5000/5005] lr: 3.7061e-02 eta: 4:32:44 time: 0.0674 data_time: 0.0029 memory: 1152 loss: 1.8574 2022/11/28 18:10:12 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:10:12 - mmengine - INFO - Saving checkpoint at 70 epochs 2022/11/28 18:10:17 - mmengine - INFO - Epoch(val) [70][100/196] eta: 0:00:04 time: 0.0463 data_time: 0.0345 memory: 1152 2022/11/28 18:10:31 - mmengine - INFO - Epoch(val) [70][196/196] accuracy/top1: 62.5740 accuracy/top5: 84.9840 2022/11/28 18:10:38 - mmengine - INFO - Epoch(train) [71][ 100/5005] lr: 3.7034e-02 eta: 4:32:38 time: 0.0673 data_time: 0.0020 memory: 1152 loss: 1.7569 2022/11/28 18:10:45 - mmengine - INFO - Epoch(train) [71][ 200/5005] lr: 3.7009e-02 eta: 4:32:31 time: 0.0747 data_time: 0.0019 memory: 1152 loss: 1.7825 2022/11/28 18:10:52 - mmengine - INFO - Epoch(train) [71][ 300/5005] lr: 3.6984e-02 eta: 4:32:25 time: 0.0673 data_time: 0.0019 memory: 1152 loss: 1.7536 2022/11/28 18:10:59 - mmengine - INFO - Epoch(train) [71][ 400/5005] lr: 3.6958e-02 eta: 4:32:18 time: 0.0669 data_time: 0.0019 memory: 1152 loss: 1.8573 2022/11/28 18:11:06 - mmengine - INFO - Epoch(train) [71][ 500/5005] lr: 3.6933e-02 eta: 4:32:12 time: 0.0669 data_time: 0.0019 memory: 1152 loss: 1.8340 2022/11/28 18:11:13 - mmengine - INFO - Epoch(train) [71][ 600/5005] lr: 3.6908e-02 eta: 4:32:06 time: 0.0664 data_time: 0.0024 memory: 1152 loss: 1.9150 2022/11/28 18:11:16 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:11:20 - mmengine - INFO - Epoch(train) [71][ 700/5005] lr: 3.6883e-02 eta: 4:31:59 time: 0.0661 data_time: 0.0020 memory: 1152 loss: 1.6728 2022/11/28 18:11:26 - mmengine - INFO - Epoch(train) [71][ 800/5005] lr: 3.6857e-02 eta: 4:31:53 time: 0.0665 data_time: 0.0019 memory: 1152 loss: 1.9251 2022/11/28 18:11:33 - mmengine - INFO - Epoch(train) [71][ 900/5005] lr: 3.6832e-02 eta: 4:31:46 time: 0.0668 data_time: 0.0019 memory: 1152 loss: 1.8257 2022/11/28 18:11:40 - mmengine - INFO - Epoch(train) [71][1000/5005] lr: 3.6807e-02 eta: 4:31:40 time: 0.0660 data_time: 0.0019 memory: 1152 loss: 1.7801 2022/11/28 18:11:47 - mmengine - INFO - Epoch(train) [71][1100/5005] lr: 3.6782e-02 eta: 4:31:33 time: 0.0659 data_time: 0.0019 memory: 1152 loss: 1.9210 2022/11/28 18:11:54 - mmengine - INFO - Epoch(train) [71][1200/5005] lr: 3.6756e-02 eta: 4:31:27 time: 0.0735 data_time: 0.0023 memory: 1152 loss: 1.6229 2022/11/28 18:12:00 - mmengine - INFO - Epoch(train) [71][1300/5005] lr: 3.6731e-02 eta: 4:31:21 time: 0.0667 data_time: 0.0026 memory: 1152 loss: 1.7285 2022/11/28 18:12:07 - mmengine - INFO - Epoch(train) [71][1400/5005] lr: 3.6706e-02 eta: 4:31:14 time: 0.0667 data_time: 0.0019 memory: 1152 loss: 1.7653 2022/11/28 18:12:14 - mmengine - INFO - Epoch(train) [71][1500/5005] lr: 3.6681e-02 eta: 4:31:08 time: 0.0669 data_time: 0.0019 memory: 1152 loss: 1.6981 2022/11/28 18:12:21 - mmengine - INFO - Epoch(train) [71][1600/5005] lr: 3.6656e-02 eta: 4:31:01 time: 0.0668 data_time: 0.0019 memory: 1152 loss: 1.8540 2022/11/28 18:12:25 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:12:28 - mmengine - INFO - Epoch(train) [71][1700/5005] lr: 3.6630e-02 eta: 4:30:55 time: 0.0674 data_time: 0.0019 memory: 1152 loss: 1.8053 2022/11/28 18:12:35 - mmengine - INFO - Epoch(train) [71][1800/5005] lr: 3.6605e-02 eta: 4:30:49 time: 0.0668 data_time: 0.0018 memory: 1152 loss: 1.9488 2022/11/28 18:12:42 - mmengine - INFO - Epoch(train) [71][1900/5005] lr: 3.6580e-02 eta: 4:30:42 time: 0.0667 data_time: 0.0018 memory: 1152 loss: 1.7616 2022/11/28 18:12:49 - mmengine - INFO - Epoch(train) [71][2000/5005] lr: 3.6555e-02 eta: 4:30:36 time: 0.0669 data_time: 0.0027 memory: 1152 loss: 1.6861 2022/11/28 18:12:55 - mmengine - INFO - Epoch(train) [71][2100/5005] lr: 3.6530e-02 eta: 4:30:29 time: 0.0665 data_time: 0.0019 memory: 1152 loss: 1.8463 2022/11/28 18:13:02 - mmengine - INFO - Epoch(train) [71][2200/5005] lr: 3.6504e-02 eta: 4:30:23 time: 0.0665 data_time: 0.0018 memory: 1152 loss: 1.8980 2022/11/28 18:13:09 - mmengine - INFO - Epoch(train) [71][2300/5005] lr: 3.6479e-02 eta: 4:30:17 time: 0.0666 data_time: 0.0017 memory: 1152 loss: 1.7803 2022/11/28 18:13:16 - mmengine - INFO - Epoch(train) [71][2400/5005] lr: 3.6454e-02 eta: 4:30:10 time: 0.0675 data_time: 0.0019 memory: 1152 loss: 1.8810 2022/11/28 18:13:23 - mmengine - INFO - Epoch(train) [71][2500/5005] lr: 3.6429e-02 eta: 4:30:04 time: 0.0666 data_time: 0.0023 memory: 1152 loss: 1.7670 2022/11/28 18:13:30 - mmengine - INFO - Epoch(train) [71][2600/5005] lr: 3.6404e-02 eta: 4:29:57 time: 0.0675 data_time: 0.0025 memory: 1152 loss: 1.8924 2022/11/28 18:13:33 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:13:37 - mmengine - INFO - Epoch(train) [71][2700/5005] lr: 3.6379e-02 eta: 4:29:51 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 1.7827 2022/11/28 18:13:44 - mmengine - INFO - Epoch(train) [71][2800/5005] lr: 3.6353e-02 eta: 4:29:45 time: 0.0675 data_time: 0.0020 memory: 1152 loss: 1.9369 2022/11/28 18:13:50 - mmengine - INFO - Epoch(train) [71][2900/5005] lr: 3.6328e-02 eta: 4:29:38 time: 0.0672 data_time: 0.0019 memory: 1152 loss: 1.7652 2022/11/28 18:13:57 - mmengine - INFO - Epoch(train) [71][3000/5005] lr: 3.6303e-02 eta: 4:29:32 time: 0.0665 data_time: 0.0019 memory: 1152 loss: 1.8353 2022/11/28 18:14:04 - mmengine - INFO - Epoch(train) [71][3100/5005] lr: 3.6278e-02 eta: 4:29:26 time: 0.0669 data_time: 0.0020 memory: 1152 loss: 1.9154 2022/11/28 18:14:11 - mmengine - INFO - Epoch(train) [71][3200/5005] lr: 3.6253e-02 eta: 4:29:19 time: 0.0671 data_time: 0.0018 memory: 1152 loss: 1.8083 2022/11/28 18:14:18 - mmengine - INFO - Epoch(train) [71][3300/5005] lr: 3.6228e-02 eta: 4:29:13 time: 0.0672 data_time: 0.0018 memory: 1152 loss: 1.9545 2022/11/28 18:14:25 - mmengine - INFO - Epoch(train) [71][3400/5005] lr: 3.6202e-02 eta: 4:29:06 time: 0.0663 data_time: 0.0020 memory: 1152 loss: 1.7920 2022/11/28 18:14:32 - mmengine - INFO - Epoch(train) [71][3500/5005] lr: 3.6177e-02 eta: 4:29:00 time: 0.0666 data_time: 0.0019 memory: 1152 loss: 1.5458 2022/11/28 18:14:38 - mmengine - INFO - Epoch(train) [71][3600/5005] lr: 3.6152e-02 eta: 4:28:54 time: 0.0671 data_time: 0.0020 memory: 1152 loss: 1.8305 2022/11/28 18:14:42 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:14:45 - mmengine - INFO - Epoch(train) [71][3700/5005] lr: 3.6127e-02 eta: 4:28:47 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 1.9026 2022/11/28 18:14:52 - mmengine - INFO - Epoch(train) [71][3800/5005] lr: 3.6102e-02 eta: 4:28:41 time: 0.0664 data_time: 0.0018 memory: 1152 loss: 1.8653 2022/11/28 18:14:59 - mmengine - INFO - Epoch(train) [71][3900/5005] lr: 3.6077e-02 eta: 4:28:34 time: 0.0667 data_time: 0.0019 memory: 1152 loss: 1.9055 2022/11/28 18:15:06 - mmengine - INFO - Epoch(train) [71][4000/5005] lr: 3.6052e-02 eta: 4:28:28 time: 0.0674 data_time: 0.0019 memory: 1152 loss: 1.7022 2022/11/28 18:15:13 - mmengine - INFO - Epoch(train) [71][4100/5005] lr: 3.6027e-02 eta: 4:28:21 time: 0.0671 data_time: 0.0019 memory: 1152 loss: 1.7286 2022/11/28 18:15:20 - mmengine - INFO - Epoch(train) [71][4200/5005] lr: 3.6001e-02 eta: 4:28:15 time: 0.0676 data_time: 0.0019 memory: 1152 loss: 1.8883 2022/11/28 18:15:26 - mmengine - INFO - Epoch(train) [71][4300/5005] lr: 3.5976e-02 eta: 4:28:09 time: 0.0682 data_time: 0.0019 memory: 1152 loss: 2.0176 2022/11/28 18:15:33 - mmengine - INFO - Epoch(train) [71][4400/5005] lr: 3.5951e-02 eta: 4:28:02 time: 0.0675 data_time: 0.0018 memory: 1152 loss: 1.7920 2022/11/28 18:15:40 - mmengine - INFO - Epoch(train) [71][4500/5005] lr: 3.5926e-02 eta: 4:27:56 time: 0.0665 data_time: 0.0018 memory: 1152 loss: 2.0595 2022/11/28 18:15:47 - mmengine - INFO - Epoch(train) [71][4600/5005] lr: 3.5901e-02 eta: 4:27:49 time: 0.0660 data_time: 0.0025 memory: 1152 loss: 1.7533 2022/11/28 18:15:50 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:15:54 - mmengine - INFO - Epoch(train) [71][4700/5005] lr: 3.5876e-02 eta: 4:27:43 time: 0.0673 data_time: 0.0025 memory: 1152 loss: 1.6737 2022/11/28 18:16:01 - mmengine - INFO - Epoch(train) [71][4800/5005] lr: 3.5851e-02 eta: 4:27:37 time: 0.0662 data_time: 0.0021 memory: 1152 loss: 1.5647 2022/11/28 18:16:08 - mmengine - INFO - Epoch(train) [71][4900/5005] lr: 3.5826e-02 eta: 4:27:30 time: 0.0656 data_time: 0.0025 memory: 1152 loss: 1.8713 2022/11/28 18:16:14 - mmengine - INFO - Epoch(train) [71][5000/5005] lr: 3.5801e-02 eta: 4:27:24 time: 0.0672 data_time: 0.0030 memory: 1152 loss: 1.8587 2022/11/28 18:16:15 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:16:15 - mmengine - INFO - Saving checkpoint at 71 epochs 2022/11/28 18:16:20 - mmengine - INFO - Epoch(val) [71][100/196] eta: 0:00:04 time: 0.0376 data_time: 0.0264 memory: 1152 2022/11/28 18:16:33 - mmengine - INFO - Epoch(val) [71][196/196] accuracy/top1: 63.1440 accuracy/top5: 85.3100 2022/11/28 18:16:40 - mmengine - INFO - Epoch(train) [72][ 100/5005] lr: 3.5774e-02 eta: 4:27:17 time: 0.0666 data_time: 0.0019 memory: 1152 loss: 1.8649 2022/11/28 18:16:47 - mmengine - INFO - Epoch(train) [72][ 200/5005] lr: 3.5749e-02 eta: 4:27:11 time: 0.0672 data_time: 0.0018 memory: 1152 loss: 1.6471 2022/11/28 18:16:54 - mmengine - INFO - Epoch(train) [72][ 300/5005] lr: 3.5724e-02 eta: 4:27:04 time: 0.0674 data_time: 0.0018 memory: 1152 loss: 2.0227 2022/11/28 18:17:01 - mmengine - INFO - Epoch(train) [72][ 400/5005] lr: 3.5699e-02 eta: 4:26:58 time: 0.0670 data_time: 0.0018 memory: 1152 loss: 1.7527 2022/11/28 18:17:07 - mmengine - INFO - Epoch(train) [72][ 500/5005] lr: 3.5674e-02 eta: 4:26:52 time: 0.0659 data_time: 0.0019 memory: 1152 loss: 1.8806 2022/11/28 18:17:14 - mmengine - INFO - Epoch(train) [72][ 600/5005] lr: 3.5649e-02 eta: 4:26:45 time: 0.0678 data_time: 0.0018 memory: 1152 loss: 1.7666 2022/11/28 18:17:17 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:17:21 - mmengine - INFO - Epoch(train) [72][ 700/5005] lr: 3.5624e-02 eta: 4:26:39 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.5234 2022/11/28 18:17:28 - mmengine - INFO - Epoch(train) [72][ 800/5005] lr: 3.5599e-02 eta: 4:26:32 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.6664 2022/11/28 18:17:35 - mmengine - INFO - Epoch(train) [72][ 900/5005] lr: 3.5574e-02 eta: 4:26:26 time: 0.0672 data_time: 0.0019 memory: 1152 loss: 1.6803 2022/11/28 18:17:42 - mmengine - INFO - Epoch(train) [72][1000/5005] lr: 3.5549e-02 eta: 4:26:19 time: 0.0669 data_time: 0.0019 memory: 1152 loss: 1.8411 2022/11/28 18:17:48 - mmengine - INFO - Epoch(train) [72][1100/5005] lr: 3.5524e-02 eta: 4:26:13 time: 0.0675 data_time: 0.0019 memory: 1152 loss: 1.9548 2022/11/28 18:17:55 - mmengine - INFO - Epoch(train) [72][1200/5005] lr: 3.5499e-02 eta: 4:26:07 time: 0.0672 data_time: 0.0019 memory: 1152 loss: 1.8765 2022/11/28 18:18:02 - mmengine - INFO - Epoch(train) [72][1300/5005] lr: 3.5474e-02 eta: 4:26:00 time: 0.0659 data_time: 0.0019 memory: 1152 loss: 1.7683 2022/11/28 18:18:09 - mmengine - INFO - Epoch(train) [72][1400/5005] lr: 3.5449e-02 eta: 4:25:54 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 1.6143 2022/11/28 18:18:16 - mmengine - INFO - Epoch(train) [72][1500/5005] lr: 3.5424e-02 eta: 4:25:47 time: 0.0661 data_time: 0.0019 memory: 1152 loss: 2.0197 2022/11/28 18:18:23 - mmengine - INFO - Epoch(train) [72][1600/5005] lr: 3.5399e-02 eta: 4:25:41 time: 0.0677 data_time: 0.0019 memory: 1152 loss: 1.9532 2022/11/28 18:18:26 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:18:29 - mmengine - INFO - Epoch(train) [72][1700/5005] lr: 3.5374e-02 eta: 4:25:34 time: 0.0671 data_time: 0.0018 memory: 1152 loss: 2.1176 2022/11/28 18:18:36 - mmengine - INFO - Epoch(train) [72][1800/5005] lr: 3.5349e-02 eta: 4:25:28 time: 0.0668 data_time: 0.0019 memory: 1152 loss: 2.0193 2022/11/28 18:18:43 - mmengine - INFO - Epoch(train) [72][1900/5005] lr: 3.5324e-02 eta: 4:25:22 time: 0.0669 data_time: 0.0019 memory: 1152 loss: 1.9933 2022/11/28 18:18:50 - mmengine - INFO - Epoch(train) [72][2000/5005] lr: 3.5299e-02 eta: 4:25:15 time: 0.0716 data_time: 0.0020 memory: 1152 loss: 1.6772 2022/11/28 18:18:57 - mmengine - INFO - Epoch(train) [72][2100/5005] lr: 3.5274e-02 eta: 4:25:09 time: 0.0675 data_time: 0.0019 memory: 1152 loss: 1.8555 2022/11/28 18:19:04 - mmengine - INFO - Epoch(train) [72][2200/5005] lr: 3.5249e-02 eta: 4:25:02 time: 0.0668 data_time: 0.0020 memory: 1152 loss: 1.8769 2022/11/28 18:19:11 - mmengine - INFO - Epoch(train) [72][2300/5005] lr: 3.5224e-02 eta: 4:24:56 time: 0.0673 data_time: 0.0018 memory: 1152 loss: 1.7265 2022/11/28 18:19:17 - mmengine - INFO - Epoch(train) [72][2400/5005] lr: 3.5199e-02 eta: 4:24:50 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 1.9441 2022/11/28 18:19:24 - mmengine - INFO - Epoch(train) [72][2500/5005] lr: 3.5174e-02 eta: 4:24:43 time: 0.0661 data_time: 0.0019 memory: 1152 loss: 1.7242 2022/11/28 18:19:31 - mmengine - INFO - Epoch(train) [72][2600/5005] lr: 3.5149e-02 eta: 4:24:37 time: 0.0660 data_time: 0.0021 memory: 1152 loss: 1.7277 2022/11/28 18:19:34 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:19:38 - mmengine - INFO - Epoch(train) [72][2700/5005] lr: 3.5124e-02 eta: 4:24:30 time: 0.0659 data_time: 0.0019 memory: 1152 loss: 1.8987 2022/11/28 18:19:45 - mmengine - INFO - Epoch(train) [72][2800/5005] lr: 3.5099e-02 eta: 4:24:24 time: 0.0661 data_time: 0.0019 memory: 1152 loss: 1.6685 2022/11/28 18:19:52 - mmengine - INFO - Epoch(train) [72][2900/5005] lr: 3.5074e-02 eta: 4:24:18 time: 0.0673 data_time: 0.0019 memory: 1152 loss: 1.9250 2022/11/28 18:19:58 - mmengine - INFO - Epoch(train) [72][3000/5005] lr: 3.5049e-02 eta: 4:24:11 time: 0.0664 data_time: 0.0020 memory: 1152 loss: 1.7378 2022/11/28 18:20:05 - mmengine - INFO - Epoch(train) [72][3100/5005] lr: 3.5024e-02 eta: 4:24:05 time: 0.0669 data_time: 0.0019 memory: 1152 loss: 1.6939 2022/11/28 18:20:12 - mmengine - INFO - Epoch(train) [72][3200/5005] lr: 3.4999e-02 eta: 4:23:58 time: 0.0671 data_time: 0.0019 memory: 1152 loss: 1.7055 2022/11/28 18:20:19 - mmengine - INFO - Epoch(train) [72][3300/5005] lr: 3.4974e-02 eta: 4:23:52 time: 0.0669 data_time: 0.0019 memory: 1152 loss: 1.4857 2022/11/28 18:20:26 - mmengine - INFO - Epoch(train) [72][3400/5005] lr: 3.4949e-02 eta: 4:23:45 time: 0.0666 data_time: 0.0019 memory: 1152 loss: 1.8868 2022/11/28 18:20:32 - mmengine - INFO - Epoch(train) [72][3500/5005] lr: 3.4924e-02 eta: 4:23:39 time: 0.0660 data_time: 0.0023 memory: 1152 loss: 1.7816 2022/11/28 18:20:39 - mmengine - INFO - Epoch(train) [72][3600/5005] lr: 3.4899e-02 eta: 4:23:32 time: 0.0669 data_time: 0.0019 memory: 1152 loss: 2.0024 2022/11/28 18:20:42 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:20:46 - mmengine - INFO - Epoch(train) [72][3700/5005] lr: 3.4874e-02 eta: 4:23:26 time: 0.0654 data_time: 0.0020 memory: 1152 loss: 1.8915 2022/11/28 18:20:53 - mmengine - INFO - Epoch(train) [72][3800/5005] lr: 3.4849e-02 eta: 4:23:20 time: 0.0661 data_time: 0.0018 memory: 1152 loss: 1.8785 2022/11/28 18:21:00 - mmengine - INFO - Epoch(train) [72][3900/5005] lr: 3.4825e-02 eta: 4:23:13 time: 0.0744 data_time: 0.0019 memory: 1152 loss: 1.7683 2022/11/28 18:21:07 - mmengine - INFO - Epoch(train) [72][4000/5005] lr: 3.4800e-02 eta: 4:23:07 time: 0.0670 data_time: 0.0019 memory: 1152 loss: 1.7712 2022/11/28 18:21:14 - mmengine - INFO - Epoch(train) [72][4100/5005] lr: 3.4775e-02 eta: 4:23:00 time: 0.0670 data_time: 0.0018 memory: 1152 loss: 1.9471 2022/11/28 18:21:20 - mmengine - INFO - Epoch(train) [72][4200/5005] lr: 3.4750e-02 eta: 4:22:54 time: 0.0669 data_time: 0.0018 memory: 1152 loss: 1.7014 2022/11/28 18:21:27 - mmengine - INFO - Epoch(train) [72][4300/5005] lr: 3.4725e-02 eta: 4:22:48 time: 0.0724 data_time: 0.0019 memory: 1152 loss: 1.9976 2022/11/28 18:21:34 - mmengine - INFO - Epoch(train) [72][4400/5005] lr: 3.4700e-02 eta: 4:22:41 time: 0.0664 data_time: 0.0019 memory: 1152 loss: 1.8768 2022/11/28 18:21:41 - mmengine - INFO - Epoch(train) [72][4500/5005] lr: 3.4675e-02 eta: 4:22:35 time: 0.0676 data_time: 0.0019 memory: 1152 loss: 2.0565 2022/11/28 18:21:48 - mmengine - INFO - Epoch(train) [72][4600/5005] lr: 3.4650e-02 eta: 4:22:28 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 1.7645 2022/11/28 18:21:51 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:21:55 - mmengine - INFO - Epoch(train) [72][4700/5005] lr: 3.4625e-02 eta: 4:22:22 time: 0.0661 data_time: 0.0023 memory: 1152 loss: 1.9814 2022/11/28 18:22:01 - mmengine - INFO - Epoch(train) [72][4800/5005] lr: 3.4600e-02 eta: 4:22:15 time: 0.0667 data_time: 0.0019 memory: 1152 loss: 1.7148 2022/11/28 18:22:08 - mmengine - INFO - Epoch(train) [72][4900/5005] lr: 3.4576e-02 eta: 4:22:09 time: 0.0696 data_time: 0.0018 memory: 1152 loss: 1.6980 2022/11/28 18:22:15 - mmengine - INFO - Epoch(train) [72][5000/5005] lr: 3.4551e-02 eta: 4:22:03 time: 0.0679 data_time: 0.0027 memory: 1152 loss: 1.9307 2022/11/28 18:22:16 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:22:16 - mmengine - INFO - Saving checkpoint at 72 epochs 2022/11/28 18:22:21 - mmengine - INFO - Epoch(val) [72][100/196] eta: 0:00:03 time: 0.0365 data_time: 0.0259 memory: 1152 2022/11/28 18:22:33 - mmengine - INFO - Epoch(val) [72][196/196] accuracy/top1: 63.2240 accuracy/top5: 85.2400 2022/11/28 18:22:41 - mmengine - INFO - Epoch(train) [73][ 100/5005] lr: 3.4525e-02 eta: 4:21:56 time: 0.0670 data_time: 0.0018 memory: 1152 loss: 1.9532 2022/11/28 18:22:48 - mmengine - INFO - Epoch(train) [73][ 200/5005] lr: 3.4500e-02 eta: 4:21:50 time: 0.0671 data_time: 0.0018 memory: 1152 loss: 1.9382 2022/11/28 18:22:54 - mmengine - INFO - Epoch(train) [73][ 300/5005] lr: 3.4475e-02 eta: 4:21:43 time: 0.0670 data_time: 0.0020 memory: 1152 loss: 1.6807 2022/11/28 18:23:01 - mmengine - INFO - Epoch(train) [73][ 400/5005] lr: 3.4450e-02 eta: 4:21:37 time: 0.0672 data_time: 0.0018 memory: 1152 loss: 1.6337 2022/11/28 18:23:08 - mmengine - INFO - Epoch(train) [73][ 500/5005] lr: 3.4425e-02 eta: 4:21:30 time: 0.0667 data_time: 0.0025 memory: 1152 loss: 1.7537 2022/11/28 18:23:15 - mmengine - INFO - Epoch(train) [73][ 600/5005] lr: 3.4400e-02 eta: 4:21:24 time: 0.0669 data_time: 0.0019 memory: 1152 loss: 1.5994 2022/11/28 18:23:18 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:23:22 - mmengine - INFO - Epoch(train) [73][ 700/5005] lr: 3.4375e-02 eta: 4:21:18 time: 0.0662 data_time: 0.0019 memory: 1152 loss: 1.7580 2022/11/28 18:23:29 - mmengine - INFO - Epoch(train) [73][ 800/5005] lr: 3.4351e-02 eta: 4:21:11 time: 0.0679 data_time: 0.0018 memory: 1152 loss: 1.8074 2022/11/28 18:23:36 - mmengine - INFO - Epoch(train) [73][ 900/5005] lr: 3.4326e-02 eta: 4:21:05 time: 0.0655 data_time: 0.0018 memory: 1152 loss: 1.7309 2022/11/28 18:23:43 - mmengine - INFO - Epoch(train) [73][1000/5005] lr: 3.4301e-02 eta: 4:20:59 time: 0.0663 data_time: 0.0025 memory: 1152 loss: 1.7163 2022/11/28 18:23:50 - mmengine - INFO - Epoch(train) [73][1100/5005] lr: 3.4276e-02 eta: 4:20:52 time: 0.0661 data_time: 0.0019 memory: 1152 loss: 1.7778 2022/11/28 18:23:56 - mmengine - INFO - Epoch(train) [73][1200/5005] lr: 3.4251e-02 eta: 4:20:46 time: 0.0667 data_time: 0.0019 memory: 1152 loss: 1.8027 2022/11/28 18:24:03 - mmengine - INFO - Epoch(train) [73][1300/5005] lr: 3.4226e-02 eta: 4:20:39 time: 0.0674 data_time: 0.0019 memory: 1152 loss: 1.7601 2022/11/28 18:24:10 - mmengine - INFO - Epoch(train) [73][1400/5005] lr: 3.4202e-02 eta: 4:20:33 time: 0.0666 data_time: 0.0019 memory: 1152 loss: 1.4955 2022/11/28 18:24:17 - mmengine - INFO - Epoch(train) [73][1500/5005] lr: 3.4177e-02 eta: 4:20:26 time: 0.0662 data_time: 0.0019 memory: 1152 loss: 1.6750 2022/11/28 18:24:23 - mmengine - INFO - Epoch(train) [73][1600/5005] lr: 3.4152e-02 eta: 4:20:20 time: 0.0660 data_time: 0.0020 memory: 1152 loss: 1.7744 2022/11/28 18:24:26 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:24:30 - mmengine - INFO - Epoch(train) [73][1700/5005] lr: 3.4127e-02 eta: 4:20:13 time: 0.0668 data_time: 0.0019 memory: 1152 loss: 1.9294 2022/11/28 18:24:37 - mmengine - INFO - Epoch(train) [73][1800/5005] lr: 3.4102e-02 eta: 4:20:07 time: 0.0667 data_time: 0.0019 memory: 1152 loss: 1.9657 2022/11/28 18:24:44 - mmengine - INFO - Epoch(train) [73][1900/5005] lr: 3.4078e-02 eta: 4:20:01 time: 0.0668 data_time: 0.0019 memory: 1152 loss: 1.5548 2022/11/28 18:24:51 - mmengine - INFO - Epoch(train) [73][2000/5005] lr: 3.4053e-02 eta: 4:19:54 time: 0.0675 data_time: 0.0018 memory: 1152 loss: 1.8856 2022/11/28 18:24:58 - mmengine - INFO - Epoch(train) [73][2100/5005] lr: 3.4028e-02 eta: 4:19:48 time: 0.0678 data_time: 0.0019 memory: 1152 loss: 1.6846 2022/11/28 18:25:05 - mmengine - INFO - Epoch(train) [73][2200/5005] lr: 3.4003e-02 eta: 4:19:41 time: 0.0673 data_time: 0.0019 memory: 1152 loss: 1.6031 2022/11/28 18:25:12 - mmengine - INFO - Epoch(train) [73][2300/5005] lr: 3.3978e-02 eta: 4:19:35 time: 0.0675 data_time: 0.0019 memory: 1152 loss: 1.6434 2022/11/28 18:25:18 - mmengine - INFO - Epoch(train) [73][2400/5005] lr: 3.3954e-02 eta: 4:19:29 time: 0.0662 data_time: 0.0020 memory: 1152 loss: 1.7207 2022/11/28 18:25:25 - mmengine - INFO - Epoch(train) [73][2500/5005] lr: 3.3929e-02 eta: 4:19:22 time: 0.0672 data_time: 0.0026 memory: 1152 loss: 1.7885 2022/11/28 18:25:32 - mmengine - INFO - Epoch(train) [73][2600/5005] lr: 3.3904e-02 eta: 4:19:16 time: 0.0672 data_time: 0.0019 memory: 1152 loss: 1.7877 2022/11/28 18:25:35 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:25:39 - mmengine - INFO - Epoch(train) [73][2700/5005] lr: 3.3879e-02 eta: 4:19:09 time: 0.0671 data_time: 0.0019 memory: 1152 loss: 1.7952 2022/11/28 18:25:46 - mmengine - INFO - Epoch(train) [73][2800/5005] lr: 3.3855e-02 eta: 4:19:03 time: 0.0679 data_time: 0.0020 memory: 1152 loss: 1.8542 2022/11/28 18:25:53 - mmengine - INFO - Epoch(train) [73][2900/5005] lr: 3.3830e-02 eta: 4:18:56 time: 0.0661 data_time: 0.0019 memory: 1152 loss: 1.8999 2022/11/28 18:26:00 - mmengine - INFO - Epoch(train) [73][3000/5005] lr: 3.3805e-02 eta: 4:18:50 time: 0.0663 data_time: 0.0019 memory: 1152 loss: 1.7173 2022/11/28 18:26:07 - mmengine - INFO - Epoch(train) [73][3100/5005] lr: 3.3780e-02 eta: 4:18:44 time: 0.0666 data_time: 0.0019 memory: 1152 loss: 1.8191 2022/11/28 18:26:14 - mmengine - INFO - Epoch(train) [73][3200/5005] lr: 3.3756e-02 eta: 4:18:37 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 1.9792 2022/11/28 18:26:20 - mmengine - INFO - Epoch(train) [73][3300/5005] lr: 3.3731e-02 eta: 4:18:31 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 2.1675 2022/11/28 18:26:27 - mmengine - INFO - Epoch(train) [73][3400/5005] lr: 3.3706e-02 eta: 4:18:24 time: 0.0666 data_time: 0.0019 memory: 1152 loss: 1.9509 2022/11/28 18:26:34 - mmengine - INFO - Epoch(train) [73][3500/5005] lr: 3.3681e-02 eta: 4:18:18 time: 0.0664 data_time: 0.0019 memory: 1152 loss: 1.7366 2022/11/28 18:26:41 - mmengine - INFO - Epoch(train) [73][3600/5005] lr: 3.3657e-02 eta: 4:18:12 time: 0.0674 data_time: 0.0019 memory: 1152 loss: 1.9644 2022/11/28 18:26:44 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:26:48 - mmengine - INFO - Epoch(train) [73][3700/5005] lr: 3.3632e-02 eta: 4:18:05 time: 0.0675 data_time: 0.0019 memory: 1152 loss: 2.0912 2022/11/28 18:26:55 - mmengine - INFO - Epoch(train) [73][3800/5005] lr: 3.3607e-02 eta: 4:17:59 time: 0.0673 data_time: 0.0019 memory: 1152 loss: 1.7795 2022/11/28 18:27:02 - mmengine - INFO - Epoch(train) [73][3900/5005] lr: 3.3583e-02 eta: 4:17:52 time: 0.0670 data_time: 0.0019 memory: 1152 loss: 1.7525 2022/11/28 18:27:08 - mmengine - INFO - Epoch(train) [73][4000/5005] lr: 3.3558e-02 eta: 4:17:46 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.8831 2022/11/28 18:27:15 - mmengine - INFO - Epoch(train) [73][4100/5005] lr: 3.3533e-02 eta: 4:17:40 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 1.8084 2022/11/28 18:27:22 - mmengine - INFO - Epoch(train) [73][4200/5005] lr: 3.3509e-02 eta: 4:17:33 time: 0.0742 data_time: 0.0020 memory: 1152 loss: 1.9501 2022/11/28 18:27:29 - mmengine - INFO - Epoch(train) [73][4300/5005] lr: 3.3484e-02 eta: 4:17:27 time: 0.0667 data_time: 0.0019 memory: 1152 loss: 1.4933 2022/11/28 18:27:36 - mmengine - INFO - Epoch(train) [73][4400/5005] lr: 3.3459e-02 eta: 4:17:20 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 1.8110 2022/11/28 18:27:43 - mmengine - INFO - Epoch(train) [73][4500/5005] lr: 3.3434e-02 eta: 4:17:14 time: 0.0680 data_time: 0.0019 memory: 1152 loss: 1.7784 2022/11/28 18:27:50 - mmengine - INFO - Epoch(train) [73][4600/5005] lr: 3.3410e-02 eta: 4:17:07 time: 0.0662 data_time: 0.0020 memory: 1152 loss: 2.0128 2022/11/28 18:27:52 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:27:57 - mmengine - INFO - Epoch(train) [73][4700/5005] lr: 3.3385e-02 eta: 4:17:01 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 1.8169 2022/11/28 18:28:03 - mmengine - INFO - Epoch(train) [73][4800/5005] lr: 3.3360e-02 eta: 4:16:55 time: 0.0666 data_time: 0.0025 memory: 1152 loss: 1.8665 2022/11/28 18:28:10 - mmengine - INFO - Epoch(train) [73][4900/5005] lr: 3.3336e-02 eta: 4:16:48 time: 0.0665 data_time: 0.0019 memory: 1152 loss: 1.7463 2022/11/28 18:28:17 - mmengine - INFO - Epoch(train) [73][5000/5005] lr: 3.3311e-02 eta: 4:16:42 time: 0.0715 data_time: 0.0027 memory: 1152 loss: 2.0305 2022/11/28 18:28:17 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:28:17 - mmengine - INFO - Saving checkpoint at 73 epochs 2022/11/28 18:28:22 - mmengine - INFO - Epoch(val) [73][100/196] eta: 0:00:03 time: 0.0362 data_time: 0.0256 memory: 1152 2022/11/28 18:28:36 - mmengine - INFO - Epoch(val) [73][196/196] accuracy/top1: 62.4160 accuracy/top5: 84.7840 2022/11/28 18:28:43 - mmengine - INFO - Epoch(train) [74][ 100/5005] lr: 3.3285e-02 eta: 4:16:35 time: 0.0672 data_time: 0.0026 memory: 1152 loss: 1.9324 2022/11/28 18:28:50 - mmengine - INFO - Epoch(train) [74][ 200/5005] lr: 3.3261e-02 eta: 4:16:29 time: 0.0674 data_time: 0.0018 memory: 1152 loss: 1.7817 2022/11/28 18:28:57 - mmengine - INFO - Epoch(train) [74][ 300/5005] lr: 3.3236e-02 eta: 4:16:22 time: 0.0671 data_time: 0.0019 memory: 1152 loss: 1.7075 2022/11/28 18:29:03 - mmengine - INFO - Epoch(train) [74][ 400/5005] lr: 3.3211e-02 eta: 4:16:16 time: 0.0660 data_time: 0.0022 memory: 1152 loss: 1.6087 2022/11/28 18:29:10 - mmengine - INFO - Epoch(train) [74][ 500/5005] lr: 3.3187e-02 eta: 4:16:09 time: 0.0671 data_time: 0.0026 memory: 1152 loss: 1.9024 2022/11/28 18:29:17 - mmengine - INFO - Epoch(train) [74][ 600/5005] lr: 3.3162e-02 eta: 4:16:03 time: 0.0670 data_time: 0.0020 memory: 1152 loss: 1.9426 2022/11/28 18:29:20 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:29:24 - mmengine - INFO - Epoch(train) [74][ 700/5005] lr: 3.3137e-02 eta: 4:15:57 time: 0.0663 data_time: 0.0021 memory: 1152 loss: 1.6048 2022/11/28 18:29:31 - mmengine - INFO - Epoch(train) [74][ 800/5005] lr: 3.3113e-02 eta: 4:15:50 time: 0.0662 data_time: 0.0019 memory: 1152 loss: 2.0618 2022/11/28 18:29:38 - mmengine - INFO - Epoch(train) [74][ 900/5005] lr: 3.3088e-02 eta: 4:15:44 time: 0.0665 data_time: 0.0019 memory: 1152 loss: 1.7937 2022/11/28 18:29:45 - mmengine - INFO - Epoch(train) [74][1000/5005] lr: 3.3064e-02 eta: 4:15:38 time: 0.0676 data_time: 0.0020 memory: 1152 loss: 1.6788 2022/11/28 18:29:52 - mmengine - INFO - Epoch(train) [74][1100/5005] lr: 3.3039e-02 eta: 4:15:31 time: 0.0675 data_time: 0.0019 memory: 1152 loss: 1.8426 2022/11/28 18:29:59 - mmengine - INFO - Epoch(train) [74][1200/5005] lr: 3.3014e-02 eta: 4:15:25 time: 0.0669 data_time: 0.0019 memory: 1152 loss: 1.7442 2022/11/28 18:30:05 - mmengine - INFO - Epoch(train) [74][1300/5005] lr: 3.2990e-02 eta: 4:15:18 time: 0.0670 data_time: 0.0019 memory: 1152 loss: 1.9588 2022/11/28 18:30:12 - mmengine - INFO - Epoch(train) [74][1400/5005] lr: 3.2965e-02 eta: 4:15:12 time: 0.0667 data_time: 0.0020 memory: 1152 loss: 1.7552 2022/11/28 18:30:19 - mmengine - INFO - Epoch(train) [74][1500/5005] lr: 3.2941e-02 eta: 4:15:05 time: 0.0674 data_time: 0.0028 memory: 1152 loss: 1.8171 2022/11/28 18:30:26 - mmengine - INFO - Epoch(train) [74][1600/5005] lr: 3.2916e-02 eta: 4:14:59 time: 0.0680 data_time: 0.0020 memory: 1152 loss: 1.5088 2022/11/28 18:30:28 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:30:33 - mmengine - INFO - Epoch(train) [74][1700/5005] lr: 3.2891e-02 eta: 4:14:53 time: 0.0670 data_time: 0.0019 memory: 1152 loss: 1.6255 2022/11/28 18:30:40 - mmengine - INFO - Epoch(train) [74][1800/5005] lr: 3.2867e-02 eta: 4:14:46 time: 0.0663 data_time: 0.0019 memory: 1152 loss: 1.7158 2022/11/28 18:30:46 - mmengine - INFO - Epoch(train) [74][1900/5005] lr: 3.2842e-02 eta: 4:14:40 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 1.9381 2022/11/28 18:30:53 - mmengine - INFO - Epoch(train) [74][2000/5005] lr: 3.2818e-02 eta: 4:14:33 time: 0.0674 data_time: 0.0019 memory: 1152 loss: 1.7574 2022/11/28 18:31:00 - mmengine - INFO - Epoch(train) [74][2100/5005] lr: 3.2793e-02 eta: 4:14:27 time: 0.0663 data_time: 0.0025 memory: 1152 loss: 1.6269 2022/11/28 18:31:07 - mmengine - INFO - Epoch(train) [74][2200/5005] lr: 3.2769e-02 eta: 4:14:20 time: 0.0668 data_time: 0.0020 memory: 1152 loss: 1.9571 2022/11/28 18:31:14 - mmengine - INFO - Epoch(train) [74][2300/5005] lr: 3.2744e-02 eta: 4:14:14 time: 0.0676 data_time: 0.0022 memory: 1152 loss: 1.7190 2022/11/28 18:31:21 - mmengine - INFO - Epoch(train) [74][2400/5005] lr: 3.2720e-02 eta: 4:14:07 time: 0.0671 data_time: 0.0025 memory: 1152 loss: 1.7923 2022/11/28 18:31:28 - mmengine - INFO - Epoch(train) [74][2500/5005] lr: 3.2695e-02 eta: 4:14:01 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 1.7447 2022/11/28 18:31:35 - mmengine - INFO - Epoch(train) [74][2600/5005] lr: 3.2670e-02 eta: 4:13:55 time: 0.0664 data_time: 0.0019 memory: 1152 loss: 1.9084 2022/11/28 18:31:37 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:31:41 - mmengine - INFO - Epoch(train) [74][2700/5005] lr: 3.2646e-02 eta: 4:13:48 time: 0.0736 data_time: 0.0019 memory: 1152 loss: 1.6083 2022/11/28 18:31:48 - mmengine - INFO - Epoch(train) [74][2800/5005] lr: 3.2621e-02 eta: 4:13:42 time: 0.0668 data_time: 0.0020 memory: 1152 loss: 1.8206 2022/11/28 18:31:55 - mmengine - INFO - Epoch(train) [74][2900/5005] lr: 3.2597e-02 eta: 4:13:35 time: 0.0666 data_time: 0.0021 memory: 1152 loss: 1.8840 2022/11/28 18:32:02 - mmengine - INFO - Epoch(train) [74][3000/5005] lr: 3.2572e-02 eta: 4:13:29 time: 0.0666 data_time: 0.0019 memory: 1152 loss: 1.6527 2022/11/28 18:32:09 - mmengine - INFO - Epoch(train) [74][3100/5005] lr: 3.2548e-02 eta: 4:13:22 time: 0.0676 data_time: 0.0019 memory: 1152 loss: 1.9079 2022/11/28 18:32:16 - mmengine - INFO - Epoch(train) [74][3200/5005] lr: 3.2523e-02 eta: 4:13:16 time: 0.0676 data_time: 0.0019 memory: 1152 loss: 1.9158 2022/11/28 18:32:23 - mmengine - INFO - Epoch(train) [74][3300/5005] lr: 3.2499e-02 eta: 4:13:10 time: 0.0673 data_time: 0.0020 memory: 1152 loss: 1.8003 2022/11/28 18:32:29 - mmengine - INFO - Epoch(train) [74][3400/5005] lr: 3.2474e-02 eta: 4:13:03 time: 0.0668 data_time: 0.0020 memory: 1152 loss: 1.6814 2022/11/28 18:32:36 - mmengine - INFO - Epoch(train) [74][3500/5005] lr: 3.2450e-02 eta: 4:12:57 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 1.7554 2022/11/28 18:32:43 - mmengine - INFO - Epoch(train) [74][3600/5005] lr: 3.2425e-02 eta: 4:12:50 time: 0.0671 data_time: 0.0019 memory: 1152 loss: 1.7375 2022/11/28 18:32:46 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:32:50 - mmengine - INFO - Epoch(train) [74][3700/5005] lr: 3.2401e-02 eta: 4:12:44 time: 0.0675 data_time: 0.0022 memory: 1152 loss: 1.7594 2022/11/28 18:32:57 - mmengine - INFO - Epoch(train) [74][3800/5005] lr: 3.2376e-02 eta: 4:12:37 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 1.6783 2022/11/28 18:33:04 - mmengine - INFO - Epoch(train) [74][3900/5005] lr: 3.2352e-02 eta: 4:12:31 time: 0.0661 data_time: 0.0019 memory: 1152 loss: 1.7548 2022/11/28 18:33:11 - mmengine - INFO - Epoch(train) [74][4000/5005] lr: 3.2327e-02 eta: 4:12:25 time: 0.0746 data_time: 0.0019 memory: 1152 loss: 1.9590 2022/11/28 18:33:17 - mmengine - INFO - Epoch(train) [74][4100/5005] lr: 3.2303e-02 eta: 4:12:18 time: 0.0656 data_time: 0.0019 memory: 1152 loss: 1.7394 2022/11/28 18:33:24 - mmengine - INFO - Epoch(train) [74][4200/5005] lr: 3.2279e-02 eta: 4:12:12 time: 0.0671 data_time: 0.0020 memory: 1152 loss: 1.7947 2022/11/28 18:33:31 - mmengine - INFO - Epoch(train) [74][4300/5005] lr: 3.2254e-02 eta: 4:12:05 time: 0.0662 data_time: 0.0020 memory: 1152 loss: 1.9353 2022/11/28 18:33:38 - mmengine - INFO - Epoch(train) [74][4400/5005] lr: 3.2230e-02 eta: 4:11:59 time: 0.0667 data_time: 0.0020 memory: 1152 loss: 2.0410 2022/11/28 18:33:45 - mmengine - INFO - Epoch(train) [74][4500/5005] lr: 3.2205e-02 eta: 4:11:52 time: 0.0669 data_time: 0.0019 memory: 1152 loss: 1.8725 2022/11/28 18:33:52 - mmengine - INFO - Epoch(train) [74][4600/5005] lr: 3.2181e-02 eta: 4:11:46 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.6309 2022/11/28 18:33:54 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:33:59 - mmengine - INFO - Epoch(train) [74][4700/5005] lr: 3.2156e-02 eta: 4:11:39 time: 0.0662 data_time: 0.0020 memory: 1152 loss: 1.5303 2022/11/28 18:34:05 - mmengine - INFO - Epoch(train) [74][4800/5005] lr: 3.2132e-02 eta: 4:11:33 time: 0.0664 data_time: 0.0021 memory: 1152 loss: 1.7445 2022/11/28 18:34:12 - mmengine - INFO - Epoch(train) [74][4900/5005] lr: 3.2107e-02 eta: 4:11:27 time: 0.0663 data_time: 0.0019 memory: 1152 loss: 1.7909 2022/11/28 18:34:19 - mmengine - INFO - Epoch(train) [74][5000/5005] lr: 3.2083e-02 eta: 4:11:20 time: 0.0672 data_time: 0.0028 memory: 1152 loss: 1.4525 2022/11/28 18:34:19 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:34:19 - mmengine - INFO - Saving checkpoint at 74 epochs 2022/11/28 18:34:24 - mmengine - INFO - Epoch(val) [74][100/196] eta: 0:00:04 time: 0.0368 data_time: 0.0261 memory: 1152 2022/11/28 18:34:37 - mmengine - INFO - Epoch(val) [74][196/196] accuracy/top1: 64.2640 accuracy/top5: 86.0040 2022/11/28 18:34:45 - mmengine - INFO - Epoch(train) [75][ 100/5005] lr: 3.2057e-02 eta: 4:11:14 time: 0.0669 data_time: 0.0019 memory: 1152 loss: 1.7758 2022/11/28 18:34:52 - mmengine - INFO - Epoch(train) [75][ 200/5005] lr: 3.2033e-02 eta: 4:11:07 time: 0.0680 data_time: 0.0019 memory: 1152 loss: 1.8493 2022/11/28 18:34:58 - mmengine - INFO - Epoch(train) [75][ 300/5005] lr: 3.2009e-02 eta: 4:11:01 time: 0.0668 data_time: 0.0019 memory: 1152 loss: 1.8217 2022/11/28 18:35:05 - mmengine - INFO - Epoch(train) [75][ 400/5005] lr: 3.1984e-02 eta: 4:10:54 time: 0.0673 data_time: 0.0020 memory: 1152 loss: 1.8393 2022/11/28 18:35:12 - mmengine - INFO - Epoch(train) [75][ 500/5005] lr: 3.1960e-02 eta: 4:10:48 time: 0.0675 data_time: 0.0022 memory: 1152 loss: 1.7790 2022/11/28 18:35:19 - mmengine - INFO - Epoch(train) [75][ 600/5005] lr: 3.1935e-02 eta: 4:10:41 time: 0.0732 data_time: 0.0019 memory: 1152 loss: 1.7342 2022/11/28 18:35:21 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:35:26 - mmengine - INFO - Epoch(train) [75][ 700/5005] lr: 3.1911e-02 eta: 4:10:35 time: 0.0669 data_time: 0.0029 memory: 1152 loss: 1.7230 2022/11/28 18:35:33 - mmengine - INFO - Epoch(train) [75][ 800/5005] lr: 3.1887e-02 eta: 4:10:29 time: 0.0665 data_time: 0.0025 memory: 1152 loss: 1.8386 2022/11/28 18:35:40 - mmengine - INFO - Epoch(train) [75][ 900/5005] lr: 3.1862e-02 eta: 4:10:22 time: 0.0684 data_time: 0.0020 memory: 1152 loss: 2.0412 2022/11/28 18:35:47 - mmengine - INFO - Epoch(train) [75][1000/5005] lr: 3.1838e-02 eta: 4:10:16 time: 0.0661 data_time: 0.0023 memory: 1152 loss: 1.6993 2022/11/28 18:35:54 - mmengine - INFO - Epoch(train) [75][1100/5005] lr: 3.1814e-02 eta: 4:10:09 time: 0.0676 data_time: 0.0020 memory: 1152 loss: 1.5529 2022/11/28 18:36:00 - mmengine - INFO - Epoch(train) [75][1200/5005] lr: 3.1789e-02 eta: 4:10:03 time: 0.0669 data_time: 0.0019 memory: 1152 loss: 1.8000 2022/11/28 18:36:07 - mmengine - INFO - Epoch(train) [75][1300/5005] lr: 3.1765e-02 eta: 4:09:56 time: 0.0666 data_time: 0.0019 memory: 1152 loss: 1.9882 2022/11/28 18:36:14 - mmengine - INFO - Epoch(train) [75][1400/5005] lr: 3.1740e-02 eta: 4:09:50 time: 0.0670 data_time: 0.0020 memory: 1152 loss: 1.7819 2022/11/28 18:36:21 - mmengine - INFO - Epoch(train) [75][1500/5005] lr: 3.1716e-02 eta: 4:09:44 time: 0.0670 data_time: 0.0020 memory: 1152 loss: 1.7581 2022/11/28 18:36:28 - mmengine - INFO - Epoch(train) [75][1600/5005] lr: 3.1692e-02 eta: 4:09:37 time: 0.0665 data_time: 0.0019 memory: 1152 loss: 1.7158 2022/11/28 18:36:30 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:36:35 - mmengine - INFO - Epoch(train) [75][1700/5005] lr: 3.1667e-02 eta: 4:09:31 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.8327 2022/11/28 18:36:42 - mmengine - INFO - Epoch(train) [75][1800/5005] lr: 3.1643e-02 eta: 4:09:24 time: 0.0687 data_time: 0.0019 memory: 1152 loss: 1.8409 2022/11/28 18:36:49 - mmengine - INFO - Epoch(train) [75][1900/5005] lr: 3.1619e-02 eta: 4:09:18 time: 0.0675 data_time: 0.0020 memory: 1152 loss: 1.8124 2022/11/28 18:36:56 - mmengine - INFO - Epoch(train) [75][2000/5005] lr: 3.1595e-02 eta: 4:09:12 time: 0.0677 data_time: 0.0020 memory: 1152 loss: 1.8105 2022/11/28 18:37:02 - mmengine - INFO - Epoch(train) [75][2100/5005] lr: 3.1570e-02 eta: 4:09:05 time: 0.0674 data_time: 0.0019 memory: 1152 loss: 1.5677 2022/11/28 18:37:09 - mmengine - INFO - Epoch(train) [75][2200/5005] lr: 3.1546e-02 eta: 4:08:59 time: 0.0673 data_time: 0.0019 memory: 1152 loss: 1.8303 2022/11/28 18:37:16 - mmengine - INFO - Epoch(train) [75][2300/5005] lr: 3.1522e-02 eta: 4:08:52 time: 0.0671 data_time: 0.0019 memory: 1152 loss: 1.8111 2022/11/28 18:37:23 - mmengine - INFO - Epoch(train) [75][2400/5005] lr: 3.1497e-02 eta: 4:08:46 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 1.8030 2022/11/28 18:37:30 - mmengine - INFO - Epoch(train) [75][2500/5005] lr: 3.1473e-02 eta: 4:08:39 time: 0.0671 data_time: 0.0020 memory: 1152 loss: 1.7412 2022/11/28 18:37:37 - mmengine - INFO - Epoch(train) [75][2600/5005] lr: 3.1449e-02 eta: 4:08:33 time: 0.0670 data_time: 0.0019 memory: 1152 loss: 1.6304 2022/11/28 18:37:39 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:37:44 - mmengine - INFO - Epoch(train) [75][2700/5005] lr: 3.1424e-02 eta: 4:08:26 time: 0.0662 data_time: 0.0020 memory: 1152 loss: 1.9273 2022/11/28 18:37:50 - mmengine - INFO - Epoch(train) [75][2800/5005] lr: 3.1400e-02 eta: 4:08:20 time: 0.0673 data_time: 0.0020 memory: 1152 loss: 1.8572 2022/11/28 18:37:57 - mmengine - INFO - Epoch(train) [75][2900/5005] lr: 3.1376e-02 eta: 4:08:14 time: 0.0667 data_time: 0.0026 memory: 1152 loss: 1.7812 2022/11/28 18:38:04 - mmengine - INFO - Epoch(train) [75][3000/5005] lr: 3.1352e-02 eta: 4:08:07 time: 0.0662 data_time: 0.0019 memory: 1152 loss: 1.7620 2022/11/28 18:38:11 - mmengine - INFO - Epoch(train) [75][3100/5005] lr: 3.1327e-02 eta: 4:08:01 time: 0.0673 data_time: 0.0019 memory: 1152 loss: 1.7124 2022/11/28 18:38:18 - mmengine - INFO - Epoch(train) [75][3200/5005] lr: 3.1303e-02 eta: 4:07:54 time: 0.0662 data_time: 0.0019 memory: 1152 loss: 1.6929 2022/11/28 18:38:25 - mmengine - INFO - Epoch(train) [75][3300/5005] lr: 3.1279e-02 eta: 4:07:48 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.6274 2022/11/28 18:38:32 - mmengine - INFO - Epoch(train) [75][3400/5005] lr: 3.1255e-02 eta: 4:07:41 time: 0.0666 data_time: 0.0019 memory: 1152 loss: 1.8383 2022/11/28 18:38:38 - mmengine - INFO - Epoch(train) [75][3500/5005] lr: 3.1230e-02 eta: 4:07:35 time: 0.0664 data_time: 0.0024 memory: 1152 loss: 1.8636 2022/11/28 18:38:45 - mmengine - INFO - Epoch(train) [75][3600/5005] lr: 3.1206e-02 eta: 4:07:29 time: 0.0662 data_time: 0.0019 memory: 1152 loss: 1.6827 2022/11/28 18:38:47 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:38:52 - mmengine - INFO - Epoch(train) [75][3700/5005] lr: 3.1182e-02 eta: 4:07:22 time: 0.0662 data_time: 0.0020 memory: 1152 loss: 1.7734 2022/11/28 18:38:59 - mmengine - INFO - Epoch(train) [75][3800/5005] lr: 3.1158e-02 eta: 4:07:16 time: 0.0662 data_time: 0.0019 memory: 1152 loss: 1.7889 2022/11/28 18:39:06 - mmengine - INFO - Epoch(train) [75][3900/5005] lr: 3.1133e-02 eta: 4:07:09 time: 0.0668 data_time: 0.0019 memory: 1152 loss: 2.0655 2022/11/28 18:39:13 - mmengine - INFO - Epoch(train) [75][4000/5005] lr: 3.1109e-02 eta: 4:07:03 time: 0.0669 data_time: 0.0019 memory: 1152 loss: 1.7367 2022/11/28 18:39:20 - mmengine - INFO - Epoch(train) [75][4100/5005] lr: 3.1085e-02 eta: 4:06:56 time: 0.0666 data_time: 0.0025 memory: 1152 loss: 1.6608 2022/11/28 18:39:26 - mmengine - INFO - Epoch(train) [75][4200/5005] lr: 3.1061e-02 eta: 4:06:50 time: 0.0671 data_time: 0.0022 memory: 1152 loss: 1.6812 2022/11/28 18:39:33 - mmengine - INFO - Epoch(train) [75][4300/5005] lr: 3.1037e-02 eta: 4:06:43 time: 0.0675 data_time: 0.0019 memory: 1152 loss: 1.7644 2022/11/28 18:39:40 - mmengine - INFO - Epoch(train) [75][4400/5005] lr: 3.1012e-02 eta: 4:06:37 time: 0.0667 data_time: 0.0020 memory: 1152 loss: 1.7763 2022/11/28 18:39:47 - mmengine - INFO - Epoch(train) [75][4500/5005] lr: 3.0988e-02 eta: 4:06:30 time: 0.0673 data_time: 0.0019 memory: 1152 loss: 1.7078 2022/11/28 18:39:54 - mmengine - INFO - Epoch(train) [75][4600/5005] lr: 3.0964e-02 eta: 4:06:24 time: 0.0666 data_time: 0.0024 memory: 1152 loss: 1.8923 2022/11/28 18:39:56 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:40:01 - mmengine - INFO - Epoch(train) [75][4700/5005] lr: 3.0940e-02 eta: 4:06:18 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 1.9805 2022/11/28 18:40:08 - mmengine - INFO - Epoch(train) [75][4800/5005] lr: 3.0916e-02 eta: 4:06:11 time: 0.0666 data_time: 0.0019 memory: 1152 loss: 1.8108 2022/11/28 18:40:14 - mmengine - INFO - Epoch(train) [75][4900/5005] lr: 3.0891e-02 eta: 4:06:05 time: 0.0658 data_time: 0.0019 memory: 1152 loss: 1.7930 2022/11/28 18:40:21 - mmengine - INFO - Epoch(train) [75][5000/5005] lr: 3.0867e-02 eta: 4:05:58 time: 0.0668 data_time: 0.0028 memory: 1152 loss: 1.8709 2022/11/28 18:40:21 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:40:21 - mmengine - INFO - Saving checkpoint at 75 epochs 2022/11/28 18:40:26 - mmengine - INFO - Epoch(val) [75][100/196] eta: 0:00:03 time: 0.0367 data_time: 0.0256 memory: 1152 2022/11/28 18:40:39 - mmengine - INFO - Epoch(val) [75][196/196] accuracy/top1: 63.7480 accuracy/top5: 85.7300 2022/11/28 18:40:47 - mmengine - INFO - Epoch(train) [76][ 100/5005] lr: 3.0842e-02 eta: 4:05:52 time: 0.0679 data_time: 0.0024 memory: 1152 loss: 1.7231 2022/11/28 18:40:53 - mmengine - INFO - Epoch(train) [76][ 200/5005] lr: 3.0818e-02 eta: 4:05:45 time: 0.0665 data_time: 0.0026 memory: 1152 loss: 1.6520 2022/11/28 18:41:00 - mmengine - INFO - Epoch(train) [76][ 300/5005] lr: 3.0794e-02 eta: 4:05:39 time: 0.0669 data_time: 0.0020 memory: 1152 loss: 1.5495 2022/11/28 18:41:07 - mmengine - INFO - Epoch(train) [76][ 400/5005] lr: 3.0769e-02 eta: 4:05:32 time: 0.0729 data_time: 0.0019 memory: 1152 loss: 1.6161 2022/11/28 18:41:14 - mmengine - INFO - Epoch(train) [76][ 500/5005] lr: 3.0745e-02 eta: 4:05:26 time: 0.0656 data_time: 0.0020 memory: 1152 loss: 1.7406 2022/11/28 18:41:21 - mmengine - INFO - Epoch(train) [76][ 600/5005] lr: 3.0721e-02 eta: 4:05:19 time: 0.0740 data_time: 0.0019 memory: 1152 loss: 1.9567 2022/11/28 18:41:23 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:41:28 - mmengine - INFO - Epoch(train) [76][ 700/5005] lr: 3.0697e-02 eta: 4:05:13 time: 0.0681 data_time: 0.0020 memory: 1152 loss: 1.7396 2022/11/28 18:41:35 - mmengine - INFO - Epoch(train) [76][ 800/5005] lr: 3.0673e-02 eta: 4:05:07 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 1.9506 2022/11/28 18:41:41 - mmengine - INFO - Epoch(train) [76][ 900/5005] lr: 3.0649e-02 eta: 4:05:00 time: 0.0667 data_time: 0.0020 memory: 1152 loss: 1.8365 2022/11/28 18:41:48 - mmengine - INFO - Epoch(train) [76][1000/5005] lr: 3.0625e-02 eta: 4:04:54 time: 0.0665 data_time: 0.0025 memory: 1152 loss: 1.7751 2022/11/28 18:41:55 - mmengine - INFO - Epoch(train) [76][1100/5005] lr: 3.0601e-02 eta: 4:04:47 time: 0.0667 data_time: 0.0022 memory: 1152 loss: 1.5779 2022/11/28 18:42:02 - mmengine - INFO - Epoch(train) [76][1200/5005] lr: 3.0576e-02 eta: 4:04:41 time: 0.0668 data_time: 0.0020 memory: 1152 loss: 1.7674 2022/11/28 18:42:09 - mmengine - INFO - Epoch(train) [76][1300/5005] lr: 3.0552e-02 eta: 4:04:34 time: 0.0677 data_time: 0.0019 memory: 1152 loss: 1.6105 2022/11/28 18:42:16 - mmengine - INFO - Epoch(train) [76][1400/5005] lr: 3.0528e-02 eta: 4:04:28 time: 0.0671 data_time: 0.0024 memory: 1152 loss: 1.7977 2022/11/28 18:42:23 - mmengine - INFO - Epoch(train) [76][1500/5005] lr: 3.0504e-02 eta: 4:04:21 time: 0.0671 data_time: 0.0027 memory: 1152 loss: 1.6924 2022/11/28 18:42:29 - mmengine - INFO - Epoch(train) [76][1600/5005] lr: 3.0480e-02 eta: 4:04:15 time: 0.0672 data_time: 0.0025 memory: 1152 loss: 1.6981 2022/11/28 18:42:31 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:42:36 - mmengine - INFO - Epoch(train) [76][1700/5005] lr: 3.0456e-02 eta: 4:04:09 time: 0.0674 data_time: 0.0025 memory: 1152 loss: 1.8703 2022/11/28 18:42:43 - mmengine - INFO - Epoch(train) [76][1800/5005] lr: 3.0432e-02 eta: 4:04:02 time: 0.0680 data_time: 0.0019 memory: 1152 loss: 1.8256 2022/11/28 18:42:50 - mmengine - INFO - Epoch(train) [76][1900/5005] lr: 3.0408e-02 eta: 4:03:56 time: 0.0668 data_time: 0.0020 memory: 1152 loss: 1.7006 2022/11/28 18:42:57 - mmengine - INFO - Epoch(train) [76][2000/5005] lr: 3.0384e-02 eta: 4:03:49 time: 0.0674 data_time: 0.0019 memory: 1152 loss: 1.5797 2022/11/28 18:43:04 - mmengine - INFO - Epoch(train) [76][2100/5005] lr: 3.0360e-02 eta: 4:03:43 time: 0.0666 data_time: 0.0022 memory: 1152 loss: 1.8955 2022/11/28 18:43:11 - mmengine - INFO - Epoch(train) [76][2200/5005] lr: 3.0336e-02 eta: 4:03:36 time: 0.0666 data_time: 0.0019 memory: 1152 loss: 1.7775 2022/11/28 18:43:17 - mmengine - INFO - Epoch(train) [76][2300/5005] lr: 3.0312e-02 eta: 4:03:30 time: 0.0660 data_time: 0.0020 memory: 1152 loss: 1.6629 2022/11/28 18:43:24 - mmengine - INFO - Epoch(train) [76][2400/5005] lr: 3.0288e-02 eta: 4:03:23 time: 0.0679 data_time: 0.0026 memory: 1152 loss: 1.8372 2022/11/28 18:43:31 - mmengine - INFO - Epoch(train) [76][2500/5005] lr: 3.0264e-02 eta: 4:03:17 time: 0.0666 data_time: 0.0021 memory: 1152 loss: 1.6653 2022/11/28 18:43:38 - mmengine - INFO - Epoch(train) [76][2600/5005] lr: 3.0240e-02 eta: 4:03:11 time: 0.0687 data_time: 0.0019 memory: 1152 loss: 1.7581 2022/11/28 18:43:40 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:43:45 - mmengine - INFO - Epoch(train) [76][2700/5005] lr: 3.0216e-02 eta: 4:03:04 time: 0.0661 data_time: 0.0021 memory: 1152 loss: 1.6173 2022/11/28 18:43:52 - mmengine - INFO - Epoch(train) [76][2800/5005] lr: 3.0192e-02 eta: 4:02:58 time: 0.0676 data_time: 0.0021 memory: 1152 loss: 1.7084 2022/11/28 18:43:59 - mmengine - INFO - Epoch(train) [76][2900/5005] lr: 3.0168e-02 eta: 4:02:51 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 1.7913 2022/11/28 18:44:06 - mmengine - INFO - Epoch(train) [76][3000/5005] lr: 3.0144e-02 eta: 4:02:45 time: 0.0738 data_time: 0.0019 memory: 1152 loss: 1.8646 2022/11/28 18:44:13 - mmengine - INFO - Epoch(train) [76][3100/5005] lr: 3.0120e-02 eta: 4:02:38 time: 0.0666 data_time: 0.0019 memory: 1152 loss: 1.6658 2022/11/28 18:44:19 - mmengine - INFO - Epoch(train) [76][3200/5005] lr: 3.0096e-02 eta: 4:02:32 time: 0.0675 data_time: 0.0019 memory: 1152 loss: 1.7691 2022/11/28 18:44:26 - mmengine - INFO - Epoch(train) [76][3300/5005] lr: 3.0072e-02 eta: 4:02:25 time: 0.0670 data_time: 0.0020 memory: 1152 loss: 1.8562 2022/11/28 18:44:33 - mmengine - INFO - Epoch(train) [76][3400/5005] lr: 3.0048e-02 eta: 4:02:19 time: 0.0681 data_time: 0.0026 memory: 1152 loss: 2.0957 2022/11/28 18:44:40 - mmengine - INFO - Epoch(train) [76][3500/5005] lr: 3.0024e-02 eta: 4:02:13 time: 0.0660 data_time: 0.0021 memory: 1152 loss: 1.5755 2022/11/28 18:44:47 - mmengine - INFO - Epoch(train) [76][3600/5005] lr: 3.0000e-02 eta: 4:02:06 time: 0.0662 data_time: 0.0019 memory: 1152 loss: 1.7361 2022/11/28 18:44:48 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:44:54 - mmengine - INFO - Epoch(train) [76][3700/5005] lr: 2.9976e-02 eta: 4:02:00 time: 0.0666 data_time: 0.0019 memory: 1152 loss: 1.7173 2022/11/28 18:45:00 - mmengine - INFO - Epoch(train) [76][3800/5005] lr: 2.9952e-02 eta: 4:01:53 time: 0.0665 data_time: 0.0019 memory: 1152 loss: 1.7704 2022/11/28 18:45:07 - mmengine - INFO - Epoch(train) [76][3900/5005] lr: 2.9928e-02 eta: 4:01:47 time: 0.0667 data_time: 0.0020 memory: 1152 loss: 1.9128 2022/11/28 18:45:14 - mmengine - INFO - Epoch(train) [76][4000/5005] lr: 2.9904e-02 eta: 4:01:40 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 1.9339 2022/11/28 18:45:21 - mmengine - INFO - Epoch(train) [76][4100/5005] lr: 2.9880e-02 eta: 4:01:34 time: 0.0662 data_time: 0.0020 memory: 1152 loss: 1.8448 2022/11/28 18:45:28 - mmengine - INFO - Epoch(train) [76][4200/5005] lr: 2.9856e-02 eta: 4:01:27 time: 0.0751 data_time: 0.0021 memory: 1152 loss: 1.7888 2022/11/28 18:45:35 - mmengine - INFO - Epoch(train) [76][4300/5005] lr: 2.9832e-02 eta: 4:01:21 time: 0.0667 data_time: 0.0027 memory: 1152 loss: 1.8376 2022/11/28 18:45:41 - mmengine - INFO - Epoch(train) [76][4400/5005] lr: 2.9808e-02 eta: 4:01:14 time: 0.0674 data_time: 0.0020 memory: 1152 loss: 1.8312 2022/11/28 18:45:48 - mmengine - INFO - Epoch(train) [76][4500/5005] lr: 2.9784e-02 eta: 4:01:08 time: 0.0682 data_time: 0.0020 memory: 1152 loss: 1.8488 2022/11/28 18:45:55 - mmengine - INFO - Epoch(train) [76][4600/5005] lr: 2.9760e-02 eta: 4:01:01 time: 0.0667 data_time: 0.0019 memory: 1152 loss: 1.7601 2022/11/28 18:45:57 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:46:02 - mmengine - INFO - Epoch(train) [76][4700/5005] lr: 2.9736e-02 eta: 4:00:55 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 1.7139 2022/11/28 18:46:09 - mmengine - INFO - Epoch(train) [76][4800/5005] lr: 2.9712e-02 eta: 4:00:49 time: 0.0667 data_time: 0.0020 memory: 1152 loss: 1.9334 2022/11/28 18:46:16 - mmengine - INFO - Epoch(train) [76][4900/5005] lr: 2.9688e-02 eta: 4:00:42 time: 0.0676 data_time: 0.0020 memory: 1152 loss: 1.7477 2022/11/28 18:46:22 - mmengine - INFO - Epoch(train) [76][5000/5005] lr: 2.9665e-02 eta: 4:00:36 time: 0.0675 data_time: 0.0028 memory: 1152 loss: 1.9152 2022/11/28 18:46:23 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:46:23 - mmengine - INFO - Saving checkpoint at 76 epochs 2022/11/28 18:46:28 - mmengine - INFO - Epoch(val) [76][100/196] eta: 0:00:04 time: 0.0366 data_time: 0.0236 memory: 1152 2022/11/28 18:46:41 - mmengine - INFO - Epoch(val) [76][196/196] accuracy/top1: 64.0240 accuracy/top5: 85.9300 2022/11/28 18:46:49 - mmengine - INFO - Epoch(train) [77][ 100/5005] lr: 2.9640e-02 eta: 4:00:29 time: 0.0673 data_time: 0.0025 memory: 1152 loss: 1.6437 2022/11/28 18:46:55 - mmengine - INFO - Epoch(train) [77][ 200/5005] lr: 2.9616e-02 eta: 4:00:23 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 1.5042 2022/11/28 18:47:02 - mmengine - INFO - Epoch(train) [77][ 300/5005] lr: 2.9592e-02 eta: 4:00:16 time: 0.0664 data_time: 0.0019 memory: 1152 loss: 1.7636 2022/11/28 18:47:09 - mmengine - INFO - Epoch(train) [77][ 400/5005] lr: 2.9568e-02 eta: 4:00:10 time: 0.0665 data_time: 0.0021 memory: 1152 loss: 1.8402 2022/11/28 18:47:16 - mmengine - INFO - Epoch(train) [77][ 500/5005] lr: 2.9544e-02 eta: 4:00:03 time: 0.0667 data_time: 0.0023 memory: 1152 loss: 1.7665 2022/11/28 18:47:23 - mmengine - INFO - Epoch(train) [77][ 600/5005] lr: 2.9520e-02 eta: 3:59:57 time: 0.0673 data_time: 0.0023 memory: 1152 loss: 1.7029 2022/11/28 18:47:24 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:47:30 - mmengine - INFO - Epoch(train) [77][ 700/5005] lr: 2.9496e-02 eta: 3:59:50 time: 0.0673 data_time: 0.0020 memory: 1152 loss: 1.7712 2022/11/28 18:47:37 - mmengine - INFO - Epoch(train) [77][ 800/5005] lr: 2.9472e-02 eta: 3:59:44 time: 0.0673 data_time: 0.0020 memory: 1152 loss: 1.5663 2022/11/28 18:47:43 - mmengine - INFO - Epoch(train) [77][ 900/5005] lr: 2.9449e-02 eta: 3:59:38 time: 0.0680 data_time: 0.0019 memory: 1152 loss: 1.8919 2022/11/28 18:47:50 - mmengine - INFO - Epoch(train) [77][1000/5005] lr: 2.9425e-02 eta: 3:59:31 time: 0.0668 data_time: 0.0022 memory: 1152 loss: 1.9182 2022/11/28 18:47:57 - mmengine - INFO - Epoch(train) [77][1100/5005] lr: 2.9401e-02 eta: 3:59:25 time: 0.0663 data_time: 0.0020 memory: 1152 loss: 1.8077 2022/11/28 18:48:04 - mmengine - INFO - Epoch(train) [77][1200/5005] lr: 2.9377e-02 eta: 3:59:18 time: 0.0667 data_time: 0.0019 memory: 1152 loss: 1.6861 2022/11/28 18:48:11 - mmengine - INFO - Epoch(train) [77][1300/5005] lr: 2.9353e-02 eta: 3:59:12 time: 0.0673 data_time: 0.0025 memory: 1152 loss: 1.5345 2022/11/28 18:48:18 - mmengine - INFO - Epoch(train) [77][1400/5005] lr: 2.9329e-02 eta: 3:59:05 time: 0.0667 data_time: 0.0021 memory: 1152 loss: 1.7187 2022/11/28 18:48:25 - mmengine - INFO - Epoch(train) [77][1500/5005] lr: 2.9306e-02 eta: 3:58:59 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 1.6948 2022/11/28 18:48:32 - mmengine - INFO - Epoch(train) [77][1600/5005] lr: 2.9282e-02 eta: 3:58:52 time: 0.0672 data_time: 0.0026 memory: 1152 loss: 1.7480 2022/11/28 18:48:33 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:48:38 - mmengine - INFO - Epoch(train) [77][1700/5005] lr: 2.9258e-02 eta: 3:58:46 time: 0.0680 data_time: 0.0019 memory: 1152 loss: 1.6646 2022/11/28 18:48:45 - mmengine - INFO - Epoch(train) [77][1800/5005] lr: 2.9234e-02 eta: 3:58:40 time: 0.0674 data_time: 0.0020 memory: 1152 loss: 1.9512 2022/11/28 18:48:52 - mmengine - INFO - Epoch(train) [77][1900/5005] lr: 2.9210e-02 eta: 3:58:33 time: 0.0673 data_time: 0.0019 memory: 1152 loss: 1.6223 2022/11/28 18:48:59 - mmengine - INFO - Epoch(train) [77][2000/5005] lr: 2.9187e-02 eta: 3:58:27 time: 0.0670 data_time: 0.0020 memory: 1152 loss: 1.9156 2022/11/28 18:49:06 - mmengine - INFO - Epoch(train) [77][2100/5005] lr: 2.9163e-02 eta: 3:58:20 time: 0.0663 data_time: 0.0019 memory: 1152 loss: 1.8323 2022/11/28 18:49:13 - mmengine - INFO - Epoch(train) [77][2200/5005] lr: 2.9139e-02 eta: 3:58:14 time: 0.0668 data_time: 0.0025 memory: 1152 loss: 1.8589 2022/11/28 18:49:20 - mmengine - INFO - Epoch(train) [77][2300/5005] lr: 2.9115e-02 eta: 3:58:07 time: 0.0677 data_time: 0.0020 memory: 1152 loss: 1.7582 2022/11/28 18:49:27 - mmengine - INFO - Epoch(train) [77][2400/5005] lr: 2.9092e-02 eta: 3:58:01 time: 0.0679 data_time: 0.0020 memory: 1152 loss: 1.5896 2022/11/28 18:49:34 - mmengine - INFO - Epoch(train) [77][2500/5005] lr: 2.9068e-02 eta: 3:57:55 time: 0.0747 data_time: 0.0019 memory: 1152 loss: 1.8795 2022/11/28 18:49:41 - mmengine - INFO - Epoch(train) [77][2600/5005] lr: 2.9044e-02 eta: 3:57:48 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 1.8868 2022/11/28 18:49:42 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:49:47 - mmengine - INFO - Epoch(train) [77][2700/5005] lr: 2.9020e-02 eta: 3:57:42 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 1.8150 2022/11/28 18:49:54 - mmengine - INFO - Epoch(train) [77][2800/5005] lr: 2.8997e-02 eta: 3:57:35 time: 0.0670 data_time: 0.0020 memory: 1152 loss: 1.8999 2022/11/28 18:50:01 - mmengine - INFO - Epoch(train) [77][2900/5005] lr: 2.8973e-02 eta: 3:57:29 time: 0.0663 data_time: 0.0020 memory: 1152 loss: 1.8331 2022/11/28 18:50:08 - mmengine - INFO - Epoch(train) [77][3000/5005] lr: 2.8949e-02 eta: 3:57:22 time: 0.0662 data_time: 0.0020 memory: 1152 loss: 1.7861 2022/11/28 18:50:15 - mmengine - INFO - Epoch(train) [77][3100/5005] lr: 2.8925e-02 eta: 3:57:16 time: 0.0671 data_time: 0.0020 memory: 1152 loss: 1.8166 2022/11/28 18:50:22 - mmengine - INFO - Epoch(train) [77][3200/5005] lr: 2.8902e-02 eta: 3:57:09 time: 0.0667 data_time: 0.0021 memory: 1152 loss: 1.6291 2022/11/28 18:50:29 - mmengine - INFO - Epoch(train) [77][3300/5005] lr: 2.8878e-02 eta: 3:57:03 time: 0.0670 data_time: 0.0028 memory: 1152 loss: 1.5498 2022/11/28 18:50:35 - mmengine - INFO - Epoch(train) [77][3400/5005] lr: 2.8854e-02 eta: 3:56:56 time: 0.0675 data_time: 0.0020 memory: 1152 loss: 1.6907 2022/11/28 18:50:43 - mmengine - INFO - Epoch(train) [77][3500/5005] lr: 2.8831e-02 eta: 3:56:50 time: 0.0680 data_time: 0.0019 memory: 1152 loss: 1.8172 2022/11/28 18:50:49 - mmengine - INFO - Epoch(train) [77][3600/5005] lr: 2.8807e-02 eta: 3:56:44 time: 0.0680 data_time: 0.0019 memory: 1152 loss: 1.8206 2022/11/28 18:50:51 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:50:56 - mmengine - INFO - Epoch(train) [77][3700/5005] lr: 2.8783e-02 eta: 3:56:37 time: 0.0694 data_time: 0.0023 memory: 1152 loss: 1.6684 2022/11/28 18:51:03 - mmengine - INFO - Epoch(train) [77][3800/5005] lr: 2.8760e-02 eta: 3:56:31 time: 0.0662 data_time: 0.0020 memory: 1152 loss: 1.4657 2022/11/28 18:51:10 - mmengine - INFO - Epoch(train) [77][3900/5005] lr: 2.8736e-02 eta: 3:56:24 time: 0.0664 data_time: 0.0020 memory: 1152 loss: 1.7327 2022/11/28 18:51:17 - mmengine - INFO - Epoch(train) [77][4000/5005] lr: 2.8712e-02 eta: 3:56:18 time: 0.0658 data_time: 0.0020 memory: 1152 loss: 1.7116 2022/11/28 18:51:24 - mmengine - INFO - Epoch(train) [77][4100/5005] lr: 2.8689e-02 eta: 3:56:11 time: 0.0673 data_time: 0.0020 memory: 1152 loss: 1.7498 2022/11/28 18:51:31 - mmengine - INFO - Epoch(train) [77][4200/5005] lr: 2.8665e-02 eta: 3:56:05 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 1.7776 2022/11/28 18:51:38 - mmengine - INFO - Epoch(train) [77][4300/5005] lr: 2.8641e-02 eta: 3:55:59 time: 0.0674 data_time: 0.0020 memory: 1152 loss: 1.7127 2022/11/28 18:51:45 - mmengine - INFO - Epoch(train) [77][4400/5005] lr: 2.8618e-02 eta: 3:55:52 time: 0.0678 data_time: 0.0020 memory: 1152 loss: 1.7312 2022/11/28 18:51:51 - mmengine - INFO - Epoch(train) [77][4500/5005] lr: 2.8594e-02 eta: 3:55:46 time: 0.0673 data_time: 0.0020 memory: 1152 loss: 1.7941 2022/11/28 18:51:58 - mmengine - INFO - Epoch(train) [77][4600/5005] lr: 2.8570e-02 eta: 3:55:39 time: 0.0678 data_time: 0.0018 memory: 1152 loss: 1.5490 2022/11/28 18:52:00 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:52:05 - mmengine - INFO - Epoch(train) [77][4700/5005] lr: 2.8547e-02 eta: 3:55:33 time: 0.0662 data_time: 0.0021 memory: 1152 loss: 1.7561 2022/11/28 18:52:12 - mmengine - INFO - Epoch(train) [77][4800/5005] lr: 2.8523e-02 eta: 3:55:26 time: 0.0664 data_time: 0.0020 memory: 1152 loss: 1.8750 2022/11/28 18:52:19 - mmengine - INFO - Epoch(train) [77][4900/5005] lr: 2.8499e-02 eta: 3:55:20 time: 0.0676 data_time: 0.0020 memory: 1152 loss: 1.7680 2022/11/28 18:52:26 - mmengine - INFO - Epoch(train) [77][5000/5005] lr: 2.8476e-02 eta: 3:55:14 time: 0.0666 data_time: 0.0028 memory: 1152 loss: 1.8729 2022/11/28 18:52:26 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:52:26 - mmengine - INFO - Saving checkpoint at 77 epochs 2022/11/28 18:52:31 - mmengine - INFO - Epoch(val) [77][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0242 memory: 1152 2022/11/28 18:52:44 - mmengine - INFO - Epoch(val) [77][196/196] accuracy/top1: 64.5040 accuracy/top5: 86.1100 2022/11/28 18:52:52 - mmengine - INFO - Epoch(train) [78][ 100/5005] lr: 2.8451e-02 eta: 3:55:07 time: 0.0681 data_time: 0.0020 memory: 1152 loss: 1.7248 2022/11/28 18:52:59 - mmengine - INFO - Epoch(train) [78][ 200/5005] lr: 2.8427e-02 eta: 3:55:01 time: 0.0767 data_time: 0.0018 memory: 1152 loss: 1.6160 2022/11/28 18:53:06 - mmengine - INFO - Epoch(train) [78][ 300/5005] lr: 2.8404e-02 eta: 3:54:54 time: 0.0764 data_time: 0.0019 memory: 1152 loss: 1.4815 2022/11/28 18:53:13 - mmengine - INFO - Epoch(train) [78][ 400/5005] lr: 2.8380e-02 eta: 3:54:48 time: 0.0683 data_time: 0.0019 memory: 1152 loss: 1.7536 2022/11/28 18:53:20 - mmengine - INFO - Epoch(train) [78][ 500/5005] lr: 2.8357e-02 eta: 3:54:41 time: 0.0678 data_time: 0.0019 memory: 1152 loss: 1.6781 2022/11/28 18:53:27 - mmengine - INFO - Epoch(train) [78][ 600/5005] lr: 2.8333e-02 eta: 3:54:35 time: 0.0721 data_time: 0.0020 memory: 1152 loss: 1.7641 2022/11/28 18:53:28 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:53:33 - mmengine - INFO - Epoch(train) [78][ 700/5005] lr: 2.8310e-02 eta: 3:54:29 time: 0.0672 data_time: 0.0019 memory: 1152 loss: 1.7823 2022/11/28 18:53:40 - mmengine - INFO - Epoch(train) [78][ 800/5005] lr: 2.8286e-02 eta: 3:54:22 time: 0.0668 data_time: 0.0020 memory: 1152 loss: 1.7724 2022/11/28 18:53:47 - mmengine - INFO - Epoch(train) [78][ 900/5005] lr: 2.8262e-02 eta: 3:54:16 time: 0.0673 data_time: 0.0026 memory: 1152 loss: 1.7573 2022/11/28 18:53:54 - mmengine - INFO - Epoch(train) [78][1000/5005] lr: 2.8239e-02 eta: 3:54:09 time: 0.0685 data_time: 0.0026 memory: 1152 loss: 1.8429 2022/11/28 18:54:01 - mmengine - INFO - Epoch(train) [78][1100/5005] lr: 2.8215e-02 eta: 3:54:03 time: 0.0672 data_time: 0.0019 memory: 1152 loss: 1.9268 2022/11/28 18:54:08 - mmengine - INFO - Epoch(train) [78][1200/5005] lr: 2.8192e-02 eta: 3:53:56 time: 0.0682 data_time: 0.0020 memory: 1152 loss: 1.8010 2022/11/28 18:54:15 - mmengine - INFO - Epoch(train) [78][1300/5005] lr: 2.8168e-02 eta: 3:53:50 time: 0.0671 data_time: 0.0020 memory: 1152 loss: 1.8333 2022/11/28 18:54:22 - mmengine - INFO - Epoch(train) [78][1400/5005] lr: 2.8145e-02 eta: 3:53:43 time: 0.0690 data_time: 0.0021 memory: 1152 loss: 1.7166 2022/11/28 18:54:29 - mmengine - INFO - Epoch(train) [78][1500/5005] lr: 2.8121e-02 eta: 3:53:37 time: 0.0680 data_time: 0.0020 memory: 1152 loss: 1.8448 2022/11/28 18:54:35 - mmengine - INFO - Epoch(train) [78][1600/5005] lr: 2.8098e-02 eta: 3:53:31 time: 0.0672 data_time: 0.0019 memory: 1152 loss: 1.7720 2022/11/28 18:54:37 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:54:42 - mmengine - INFO - Epoch(train) [78][1700/5005] lr: 2.8074e-02 eta: 3:53:24 time: 0.0666 data_time: 0.0019 memory: 1152 loss: 1.6768 2022/11/28 18:54:49 - mmengine - INFO - Epoch(train) [78][1800/5005] lr: 2.8051e-02 eta: 3:53:18 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.8706 2022/11/28 18:54:56 - mmengine - INFO - Epoch(train) [78][1900/5005] lr: 2.8027e-02 eta: 3:53:11 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 1.6557 2022/11/28 18:55:03 - mmengine - INFO - Epoch(train) [78][2000/5005] lr: 2.8004e-02 eta: 3:53:05 time: 0.0679 data_time: 0.0025 memory: 1152 loss: 1.7821 2022/11/28 18:55:10 - mmengine - INFO - Epoch(train) [78][2100/5005] lr: 2.7980e-02 eta: 3:52:58 time: 0.0673 data_time: 0.0025 memory: 1152 loss: 1.6000 2022/11/28 18:55:17 - mmengine - INFO - Epoch(train) [78][2200/5005] lr: 2.7957e-02 eta: 3:52:52 time: 0.0676 data_time: 0.0020 memory: 1152 loss: 1.7391 2022/11/28 18:55:24 - mmengine - INFO - Epoch(train) [78][2300/5005] lr: 2.7933e-02 eta: 3:52:46 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.6681 2022/11/28 18:55:31 - mmengine - INFO - Epoch(train) [78][2400/5005] lr: 2.7910e-02 eta: 3:52:39 time: 0.0670 data_time: 0.0020 memory: 1152 loss: 1.8037 2022/11/28 18:55:38 - mmengine - INFO - Epoch(train) [78][2500/5005] lr: 2.7886e-02 eta: 3:52:33 time: 0.0683 data_time: 0.0019 memory: 1152 loss: 1.6186 2022/11/28 18:55:45 - mmengine - INFO - Epoch(train) [78][2600/5005] lr: 2.7863e-02 eta: 3:52:26 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 1.5570 2022/11/28 18:55:46 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:55:52 - mmengine - INFO - Epoch(train) [78][2700/5005] lr: 2.7839e-02 eta: 3:52:20 time: 0.0749 data_time: 0.0020 memory: 1152 loss: 1.7024 2022/11/28 18:55:59 - mmengine - INFO - Epoch(train) [78][2800/5005] lr: 2.7816e-02 eta: 3:52:13 time: 0.0750 data_time: 0.0025 memory: 1152 loss: 1.5000 2022/11/28 18:56:06 - mmengine - INFO - Epoch(train) [78][2900/5005] lr: 2.7793e-02 eta: 3:52:07 time: 0.0671 data_time: 0.0022 memory: 1152 loss: 1.6397 2022/11/28 18:56:12 - mmengine - INFO - Epoch(train) [78][3000/5005] lr: 2.7769e-02 eta: 3:52:01 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.6601 2022/11/28 18:56:19 - mmengine - INFO - Epoch(train) [78][3100/5005] lr: 2.7746e-02 eta: 3:51:54 time: 0.0674 data_time: 0.0020 memory: 1152 loss: 1.5688 2022/11/28 18:56:26 - mmengine - INFO - Epoch(train) [78][3200/5005] lr: 2.7722e-02 eta: 3:51:48 time: 0.0667 data_time: 0.0020 memory: 1152 loss: 1.5523 2022/11/28 18:56:33 - mmengine - INFO - Epoch(train) [78][3300/5005] lr: 2.7699e-02 eta: 3:51:41 time: 0.0682 data_time: 0.0025 memory: 1152 loss: 1.7820 2022/11/28 18:56:40 - mmengine - INFO - Epoch(train) [78][3400/5005] lr: 2.7676e-02 eta: 3:51:35 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 1.5971 2022/11/28 18:56:47 - mmengine - INFO - Epoch(train) [78][3500/5005] lr: 2.7652e-02 eta: 3:51:28 time: 0.0688 data_time: 0.0019 memory: 1152 loss: 1.8554 2022/11/28 18:56:54 - mmengine - INFO - Epoch(train) [78][3600/5005] lr: 2.7629e-02 eta: 3:51:22 time: 0.0671 data_time: 0.0027 memory: 1152 loss: 1.8830 2022/11/28 18:56:55 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:57:01 - mmengine - INFO - Epoch(train) [78][3700/5005] lr: 2.7605e-02 eta: 3:51:15 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.7434 2022/11/28 18:57:07 - mmengine - INFO - Epoch(train) [78][3800/5005] lr: 2.7582e-02 eta: 3:51:09 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 1.7503 2022/11/28 18:57:14 - mmengine - INFO - Epoch(train) [78][3900/5005] lr: 2.7559e-02 eta: 3:51:02 time: 0.0669 data_time: 0.0022 memory: 1152 loss: 1.7916 2022/11/28 18:57:21 - mmengine - INFO - Epoch(train) [78][4000/5005] lr: 2.7535e-02 eta: 3:50:56 time: 0.0674 data_time: 0.0019 memory: 1152 loss: 1.8409 2022/11/28 18:57:28 - mmengine - INFO - Epoch(train) [78][4100/5005] lr: 2.7512e-02 eta: 3:50:50 time: 0.0730 data_time: 0.0021 memory: 1152 loss: 1.7845 2022/11/28 18:57:35 - mmengine - INFO - Epoch(train) [78][4200/5005] lr: 2.7488e-02 eta: 3:50:43 time: 0.0671 data_time: 0.0020 memory: 1152 loss: 1.7630 2022/11/28 18:57:42 - mmengine - INFO - Epoch(train) [78][4300/5005] lr: 2.7465e-02 eta: 3:50:37 time: 0.0669 data_time: 0.0020 memory: 1152 loss: 1.5952 2022/11/28 18:57:49 - mmengine - INFO - Epoch(train) [78][4400/5005] lr: 2.7442e-02 eta: 3:50:30 time: 0.0670 data_time: 0.0019 memory: 1152 loss: 1.7624 2022/11/28 18:57:56 - mmengine - INFO - Epoch(train) [78][4500/5005] lr: 2.7418e-02 eta: 3:50:24 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.6343 2022/11/28 18:58:02 - mmengine - INFO - Epoch(train) [78][4600/5005] lr: 2.7395e-02 eta: 3:50:17 time: 0.0664 data_time: 0.0020 memory: 1152 loss: 1.6552 2022/11/28 18:58:03 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:58:09 - mmengine - INFO - Epoch(train) [78][4700/5005] lr: 2.7372e-02 eta: 3:50:11 time: 0.0672 data_time: 0.0019 memory: 1152 loss: 1.6972 2022/11/28 18:58:16 - mmengine - INFO - Epoch(train) [78][4800/5005] lr: 2.7348e-02 eta: 3:50:04 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 1.7531 2022/11/28 18:58:23 - mmengine - INFO - Epoch(train) [78][4900/5005] lr: 2.7325e-02 eta: 3:49:58 time: 0.0667 data_time: 0.0022 memory: 1152 loss: 1.7227 2022/11/28 18:58:30 - mmengine - INFO - Epoch(train) [78][5000/5005] lr: 2.7302e-02 eta: 3:49:51 time: 0.0666 data_time: 0.0030 memory: 1152 loss: 1.7888 2022/11/28 18:58:30 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:58:30 - mmengine - INFO - Saving checkpoint at 78 epochs 2022/11/28 18:58:35 - mmengine - INFO - Epoch(val) [78][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0238 memory: 1152 2022/11/28 18:58:48 - mmengine - INFO - Epoch(val) [78][196/196] accuracy/top1: 63.6500 accuracy/top5: 85.4880 2022/11/28 18:58:56 - mmengine - INFO - Epoch(train) [79][ 100/5005] lr: 2.7277e-02 eta: 3:49:45 time: 0.0675 data_time: 0.0022 memory: 1152 loss: 1.8561 2022/11/28 18:59:03 - mmengine - INFO - Epoch(train) [79][ 200/5005] lr: 2.7254e-02 eta: 3:49:38 time: 0.0679 data_time: 0.0021 memory: 1152 loss: 1.5167 2022/11/28 18:59:09 - mmengine - INFO - Epoch(train) [79][ 300/5005] lr: 2.7231e-02 eta: 3:49:32 time: 0.0667 data_time: 0.0020 memory: 1152 loss: 1.6127 2022/11/28 18:59:16 - mmengine - INFO - Epoch(train) [79][ 400/5005] lr: 2.7208e-02 eta: 3:49:25 time: 0.0666 data_time: 0.0025 memory: 1152 loss: 1.6543 2022/11/28 18:59:23 - mmengine - INFO - Epoch(train) [79][ 500/5005] lr: 2.7184e-02 eta: 3:49:19 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.6486 2022/11/28 18:59:30 - mmengine - INFO - Epoch(train) [79][ 600/5005] lr: 2.7161e-02 eta: 3:49:12 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.7548 2022/11/28 18:59:31 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 18:59:37 - mmengine - INFO - Epoch(train) [79][ 700/5005] lr: 2.7138e-02 eta: 3:49:06 time: 0.0667 data_time: 0.0020 memory: 1152 loss: 1.6226 2022/11/28 18:59:44 - mmengine - INFO - Epoch(train) [79][ 800/5005] lr: 2.7114e-02 eta: 3:48:59 time: 0.0664 data_time: 0.0021 memory: 1152 loss: 1.6119 2022/11/28 18:59:50 - mmengine - INFO - Epoch(train) [79][ 900/5005] lr: 2.7091e-02 eta: 3:48:53 time: 0.0672 data_time: 0.0024 memory: 1152 loss: 1.6823 2022/11/28 18:59:57 - mmengine - INFO - Epoch(train) [79][1000/5005] lr: 2.7068e-02 eta: 3:48:47 time: 0.0675 data_time: 0.0020 memory: 1152 loss: 1.7686 2022/11/28 19:00:04 - mmengine - INFO - Epoch(train) [79][1100/5005] lr: 2.7045e-02 eta: 3:48:40 time: 0.0668 data_time: 0.0022 memory: 1152 loss: 1.6337 2022/11/28 19:00:11 - mmengine - INFO - Epoch(train) [79][1200/5005] lr: 2.7022e-02 eta: 3:48:34 time: 0.0670 data_time: 0.0019 memory: 1152 loss: 1.9947 2022/11/28 19:00:18 - mmengine - INFO - Epoch(train) [79][1300/5005] lr: 2.6998e-02 eta: 3:48:27 time: 0.0667 data_time: 0.0020 memory: 1152 loss: 1.7631 2022/11/28 19:00:25 - mmengine - INFO - Epoch(train) [79][1400/5005] lr: 2.6975e-02 eta: 3:48:21 time: 0.0674 data_time: 0.0020 memory: 1152 loss: 1.8226 2022/11/28 19:00:32 - mmengine - INFO - Epoch(train) [79][1500/5005] lr: 2.6952e-02 eta: 3:48:14 time: 0.0684 data_time: 0.0027 memory: 1152 loss: 1.6138 2022/11/28 19:00:39 - mmengine - INFO - Epoch(train) [79][1600/5005] lr: 2.6929e-02 eta: 3:48:08 time: 0.0669 data_time: 0.0020 memory: 1152 loss: 1.7625 2022/11/28 19:00:39 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:00:46 - mmengine - INFO - Epoch(train) [79][1700/5005] lr: 2.6905e-02 eta: 3:48:01 time: 0.0668 data_time: 0.0020 memory: 1152 loss: 1.9128 2022/11/28 19:00:52 - mmengine - INFO - Epoch(train) [79][1800/5005] lr: 2.6882e-02 eta: 3:47:55 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.6926 2022/11/28 19:00:59 - mmengine - INFO - Epoch(train) [79][1900/5005] lr: 2.6859e-02 eta: 3:47:48 time: 0.0665 data_time: 0.0024 memory: 1152 loss: 1.9130 2022/11/28 19:01:06 - mmengine - INFO - Epoch(train) [79][2000/5005] lr: 2.6836e-02 eta: 3:47:42 time: 0.0663 data_time: 0.0020 memory: 1152 loss: 1.6723 2022/11/28 19:01:13 - mmengine - INFO - Epoch(train) [79][2100/5005] lr: 2.6813e-02 eta: 3:47:36 time: 0.0664 data_time: 0.0021 memory: 1152 loss: 1.8272 2022/11/28 19:01:20 - mmengine - INFO - Epoch(train) [79][2200/5005] lr: 2.6790e-02 eta: 3:47:29 time: 0.0668 data_time: 0.0026 memory: 1152 loss: 1.8039 2022/11/28 19:01:27 - mmengine - INFO - Epoch(train) [79][2300/5005] lr: 2.6766e-02 eta: 3:47:23 time: 0.0664 data_time: 0.0021 memory: 1152 loss: 1.7301 2022/11/28 19:01:34 - mmengine - INFO - Epoch(train) [79][2400/5005] lr: 2.6743e-02 eta: 3:47:16 time: 0.0670 data_time: 0.0020 memory: 1152 loss: 1.6993 2022/11/28 19:01:41 - mmengine - INFO - Epoch(train) [79][2500/5005] lr: 2.6720e-02 eta: 3:47:10 time: 0.0744 data_time: 0.0020 memory: 1152 loss: 1.8544 2022/11/28 19:01:48 - mmengine - INFO - Epoch(train) [79][2600/5005] lr: 2.6697e-02 eta: 3:47:03 time: 0.0665 data_time: 0.0021 memory: 1152 loss: 1.7612 2022/11/28 19:01:48 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:01:54 - mmengine - INFO - Epoch(train) [79][2700/5005] lr: 2.6674e-02 eta: 3:46:57 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 1.8860 2022/11/28 19:02:01 - mmengine - INFO - Epoch(train) [79][2800/5005] lr: 2.6651e-02 eta: 3:46:50 time: 0.0671 data_time: 0.0024 memory: 1152 loss: 1.6900 2022/11/28 19:02:08 - mmengine - INFO - Epoch(train) [79][2900/5005] lr: 2.6628e-02 eta: 3:46:44 time: 0.0677 data_time: 0.0020 memory: 1152 loss: 1.6414 2022/11/28 19:02:15 - mmengine - INFO - Epoch(train) [79][3000/5005] lr: 2.6604e-02 eta: 3:46:37 time: 0.0668 data_time: 0.0021 memory: 1152 loss: 1.5835 2022/11/28 19:02:22 - mmengine - INFO - Epoch(train) [79][3100/5005] lr: 2.6581e-02 eta: 3:46:31 time: 0.0671 data_time: 0.0022 memory: 1152 loss: 1.7489 2022/11/28 19:02:29 - mmengine - INFO - Epoch(train) [79][3200/5005] lr: 2.6558e-02 eta: 3:46:24 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 1.6042 2022/11/28 19:02:36 - mmengine - INFO - Epoch(train) [79][3300/5005] lr: 2.6535e-02 eta: 3:46:18 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.7899 2022/11/28 19:02:43 - mmengine - INFO - Epoch(train) [79][3400/5005] lr: 2.6512e-02 eta: 3:46:12 time: 0.0662 data_time: 0.0020 memory: 1152 loss: 1.7080 2022/11/28 19:02:50 - mmengine - INFO - Epoch(train) [79][3500/5005] lr: 2.6489e-02 eta: 3:46:05 time: 0.0679 data_time: 0.0024 memory: 1152 loss: 1.7013 2022/11/28 19:02:57 - mmengine - INFO - Epoch(train) [79][3600/5005] lr: 2.6466e-02 eta: 3:45:59 time: 0.0665 data_time: 0.0022 memory: 1152 loss: 1.6528 2022/11/28 19:02:57 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:03:03 - mmengine - INFO - Epoch(train) [79][3700/5005] lr: 2.6443e-02 eta: 3:45:52 time: 0.0681 data_time: 0.0019 memory: 1152 loss: 1.9063 2022/11/28 19:03:10 - mmengine - INFO - Epoch(train) [79][3800/5005] lr: 2.6420e-02 eta: 3:45:46 time: 0.0662 data_time: 0.0020 memory: 1152 loss: 1.8842 2022/11/28 19:03:17 - mmengine - INFO - Epoch(train) [79][3900/5005] lr: 2.6397e-02 eta: 3:45:39 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 1.7456 2022/11/28 19:03:24 - mmengine - INFO - Epoch(train) [79][4000/5005] lr: 2.6374e-02 eta: 3:45:33 time: 0.0674 data_time: 0.0020 memory: 1152 loss: 1.7420 2022/11/28 19:03:31 - mmengine - INFO - Epoch(train) [79][4100/5005] lr: 2.6351e-02 eta: 3:45:26 time: 0.0674 data_time: 0.0023 memory: 1152 loss: 1.7299 2022/11/28 19:03:38 - mmengine - INFO - Epoch(train) [79][4200/5005] lr: 2.6328e-02 eta: 3:45:20 time: 0.0679 data_time: 0.0019 memory: 1152 loss: 1.8480 2022/11/28 19:03:45 - mmengine - INFO - Epoch(train) [79][4300/5005] lr: 2.6304e-02 eta: 3:45:13 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.6678 2022/11/28 19:03:51 - mmengine - INFO - Epoch(train) [79][4400/5005] lr: 2.6281e-02 eta: 3:45:07 time: 0.0670 data_time: 0.0024 memory: 1152 loss: 1.8923 2022/11/28 19:03:58 - mmengine - INFO - Epoch(train) [79][4500/5005] lr: 2.6258e-02 eta: 3:45:00 time: 0.0670 data_time: 0.0020 memory: 1152 loss: 1.9543 2022/11/28 19:04:05 - mmengine - INFO - Epoch(train) [79][4600/5005] lr: 2.6235e-02 eta: 3:44:54 time: 0.0668 data_time: 0.0020 memory: 1152 loss: 1.8347 2022/11/28 19:04:06 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:04:12 - mmengine - INFO - Epoch(train) [79][4700/5005] lr: 2.6212e-02 eta: 3:44:48 time: 0.0723 data_time: 0.0020 memory: 1152 loss: 1.7292 2022/11/28 19:04:19 - mmengine - INFO - Epoch(train) [79][4800/5005] lr: 2.6189e-02 eta: 3:44:41 time: 0.0684 data_time: 0.0020 memory: 1152 loss: 1.7263 2022/11/28 19:04:26 - mmengine - INFO - Epoch(train) [79][4900/5005] lr: 2.6166e-02 eta: 3:44:35 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 1.9211 2022/11/28 19:04:33 - mmengine - INFO - Epoch(train) [79][5000/5005] lr: 2.6143e-02 eta: 3:44:28 time: 0.0674 data_time: 0.0028 memory: 1152 loss: 1.8669 2022/11/28 19:04:33 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:04:33 - mmengine - INFO - Saving checkpoint at 79 epochs 2022/11/28 19:04:38 - mmengine - INFO - Epoch(val) [79][100/196] eta: 0:00:04 time: 0.0373 data_time: 0.0255 memory: 1152 2022/11/28 19:04:52 - mmengine - INFO - Epoch(val) [79][196/196] accuracy/top1: 64.7820 accuracy/top5: 86.4940 2022/11/28 19:04:59 - mmengine - INFO - Epoch(train) [80][ 100/5005] lr: 2.6119e-02 eta: 3:44:22 time: 0.0710 data_time: 0.0023 memory: 1152 loss: 1.6813 2022/11/28 19:05:06 - mmengine - INFO - Epoch(train) [80][ 200/5005] lr: 2.6096e-02 eta: 3:44:15 time: 0.0684 data_time: 0.0025 memory: 1152 loss: 1.8272 2022/11/28 19:05:13 - mmengine - INFO - Epoch(train) [80][ 300/5005] lr: 2.6073e-02 eta: 3:44:09 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.9323 2022/11/28 19:05:20 - mmengine - INFO - Epoch(train) [80][ 400/5005] lr: 2.6050e-02 eta: 3:44:02 time: 0.0671 data_time: 0.0022 memory: 1152 loss: 1.7003 2022/11/28 19:05:27 - mmengine - INFO - Epoch(train) [80][ 500/5005] lr: 2.6027e-02 eta: 3:43:56 time: 0.0687 data_time: 0.0021 memory: 1152 loss: 1.7875 2022/11/28 19:05:34 - mmengine - INFO - Epoch(train) [80][ 600/5005] lr: 2.6005e-02 eta: 3:43:49 time: 0.0670 data_time: 0.0020 memory: 1152 loss: 1.7684 2022/11/28 19:05:34 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:05:40 - mmengine - INFO - Epoch(train) [80][ 700/5005] lr: 2.5982e-02 eta: 3:43:43 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 1.5741 2022/11/28 19:05:47 - mmengine - INFO - Epoch(train) [80][ 800/5005] lr: 2.5959e-02 eta: 3:43:36 time: 0.0667 data_time: 0.0020 memory: 1152 loss: 1.7743 2022/11/28 19:05:54 - mmengine - INFO - Epoch(train) [80][ 900/5005] lr: 2.5936e-02 eta: 3:43:30 time: 0.0683 data_time: 0.0020 memory: 1152 loss: 1.7342 2022/11/28 19:06:01 - mmengine - INFO - Epoch(train) [80][1000/5005] lr: 2.5913e-02 eta: 3:43:23 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.7421 2022/11/28 19:06:08 - mmengine - INFO - Epoch(train) [80][1100/5005] lr: 2.5890e-02 eta: 3:43:17 time: 0.0680 data_time: 0.0020 memory: 1152 loss: 1.8264 2022/11/28 19:06:15 - mmengine - INFO - Epoch(train) [80][1200/5005] lr: 2.5867e-02 eta: 3:43:11 time: 0.0673 data_time: 0.0020 memory: 1152 loss: 1.8851 2022/11/28 19:06:22 - mmengine - INFO - Epoch(train) [80][1300/5005] lr: 2.5844e-02 eta: 3:43:04 time: 0.0671 data_time: 0.0020 memory: 1152 loss: 1.4826 2022/11/28 19:06:29 - mmengine - INFO - Epoch(train) [80][1400/5005] lr: 2.5821e-02 eta: 3:42:58 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 1.5506 2022/11/28 19:06:36 - mmengine - INFO - Epoch(train) [80][1500/5005] lr: 2.5798e-02 eta: 3:42:51 time: 0.0667 data_time: 0.0020 memory: 1152 loss: 1.6721 2022/11/28 19:06:42 - mmengine - INFO - Epoch(train) [80][1600/5005] lr: 2.5775e-02 eta: 3:42:45 time: 0.0665 data_time: 0.0021 memory: 1152 loss: 1.7139 2022/11/28 19:06:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:06:49 - mmengine - INFO - Epoch(train) [80][1700/5005] lr: 2.5753e-02 eta: 3:42:38 time: 0.0678 data_time: 0.0026 memory: 1152 loss: 1.7846 2022/11/28 19:06:56 - mmengine - INFO - Epoch(train) [80][1800/5005] lr: 2.5730e-02 eta: 3:42:32 time: 0.0669 data_time: 0.0026 memory: 1152 loss: 1.7498 2022/11/28 19:07:03 - mmengine - INFO - Epoch(train) [80][1900/5005] lr: 2.5707e-02 eta: 3:42:25 time: 0.0681 data_time: 0.0021 memory: 1152 loss: 1.8270 2022/11/28 19:07:10 - mmengine - INFO - Epoch(train) [80][2000/5005] lr: 2.5684e-02 eta: 3:42:19 time: 0.0678 data_time: 0.0020 memory: 1152 loss: 1.8020 2022/11/28 19:07:17 - mmengine - INFO - Epoch(train) [80][2100/5005] lr: 2.5661e-02 eta: 3:42:12 time: 0.0674 data_time: 0.0020 memory: 1152 loss: 1.4754 2022/11/28 19:07:24 - mmengine - INFO - Epoch(train) [80][2200/5005] lr: 2.5638e-02 eta: 3:42:06 time: 0.0661 data_time: 0.0025 memory: 1152 loss: 1.7957 2022/11/28 19:07:30 - mmengine - INFO - Epoch(train) [80][2300/5005] lr: 2.5615e-02 eta: 3:41:59 time: 0.0664 data_time: 0.0020 memory: 1152 loss: 1.6496 2022/11/28 19:07:37 - mmengine - INFO - Epoch(train) [80][2400/5005] lr: 2.5593e-02 eta: 3:41:53 time: 0.0664 data_time: 0.0019 memory: 1152 loss: 1.8989 2022/11/28 19:07:44 - mmengine - INFO - Epoch(train) [80][2500/5005] lr: 2.5570e-02 eta: 3:41:46 time: 0.0662 data_time: 0.0021 memory: 1152 loss: 1.6425 2022/11/28 19:07:51 - mmengine - INFO - Epoch(train) [80][2600/5005] lr: 2.5547e-02 eta: 3:41:40 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 1.7814 2022/11/28 19:07:51 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:07:58 - mmengine - INFO - Epoch(train) [80][2700/5005] lr: 2.5524e-02 eta: 3:41:33 time: 0.0665 data_time: 0.0025 memory: 1152 loss: 1.7175 2022/11/28 19:08:05 - mmengine - INFO - Epoch(train) [80][2800/5005] lr: 2.5501e-02 eta: 3:41:27 time: 0.0742 data_time: 0.0020 memory: 1152 loss: 1.5335 2022/11/28 19:08:12 - mmengine - INFO - Epoch(train) [80][2900/5005] lr: 2.5479e-02 eta: 3:41:20 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.8819 2022/11/28 19:08:19 - mmengine - INFO - Epoch(train) [80][3000/5005] lr: 2.5456e-02 eta: 3:41:14 time: 0.0673 data_time: 0.0019 memory: 1152 loss: 1.7031 2022/11/28 19:08:26 - mmengine - INFO - Epoch(train) [80][3100/5005] lr: 2.5433e-02 eta: 3:41:08 time: 0.0674 data_time: 0.0024 memory: 1152 loss: 1.8149 2022/11/28 19:08:32 - mmengine - INFO - Epoch(train) [80][3200/5005] lr: 2.5410e-02 eta: 3:41:01 time: 0.0678 data_time: 0.0027 memory: 1152 loss: 1.4580 2022/11/28 19:08:39 - mmengine - INFO - Epoch(train) [80][3300/5005] lr: 2.5387e-02 eta: 3:40:55 time: 0.0676 data_time: 0.0021 memory: 1152 loss: 1.8245 2022/11/28 19:08:46 - mmengine - INFO - Epoch(train) [80][3400/5005] lr: 2.5365e-02 eta: 3:40:48 time: 0.0668 data_time: 0.0022 memory: 1152 loss: 1.8101 2022/11/28 19:08:53 - mmengine - INFO - Epoch(train) [80][3500/5005] lr: 2.5342e-02 eta: 3:40:42 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 1.5801 2022/11/28 19:09:00 - mmengine - INFO - Epoch(train) [80][3600/5005] lr: 2.5319e-02 eta: 3:40:35 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.7024 2022/11/28 19:09:00 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:09:07 - mmengine - INFO - Epoch(train) [80][3700/5005] lr: 2.5296e-02 eta: 3:40:29 time: 0.0661 data_time: 0.0023 memory: 1152 loss: 1.6933 2022/11/28 19:09:14 - mmengine - INFO - Epoch(train) [80][3800/5005] lr: 2.5274e-02 eta: 3:40:22 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.7154 2022/11/28 19:09:21 - mmengine - INFO - Epoch(train) [80][3900/5005] lr: 2.5251e-02 eta: 3:40:16 time: 0.0663 data_time: 0.0021 memory: 1152 loss: 1.6730 2022/11/28 19:09:28 - mmengine - INFO - Epoch(train) [80][4000/5005] lr: 2.5228e-02 eta: 3:40:09 time: 0.0674 data_time: 0.0020 memory: 1152 loss: 1.5302 2022/11/28 19:09:35 - mmengine - INFO - Epoch(train) [80][4100/5005] lr: 2.5205e-02 eta: 3:40:03 time: 0.0716 data_time: 0.0019 memory: 1152 loss: 1.7696 2022/11/28 19:09:42 - mmengine - INFO - Epoch(train) [80][4200/5005] lr: 2.5183e-02 eta: 3:39:56 time: 0.0664 data_time: 0.0020 memory: 1152 loss: 1.7878 2022/11/28 19:09:48 - mmengine - INFO - Epoch(train) [80][4300/5005] lr: 2.5160e-02 eta: 3:39:50 time: 0.0676 data_time: 0.0026 memory: 1152 loss: 1.8133 2022/11/28 19:09:55 - mmengine - INFO - Epoch(train) [80][4400/5005] lr: 2.5137e-02 eta: 3:39:44 time: 0.0667 data_time: 0.0026 memory: 1152 loss: 1.6265 2022/11/28 19:10:02 - mmengine - INFO - Epoch(train) [80][4500/5005] lr: 2.5115e-02 eta: 3:39:37 time: 0.0665 data_time: 0.0023 memory: 1152 loss: 1.6964 2022/11/28 19:10:09 - mmengine - INFO - Epoch(train) [80][4600/5005] lr: 2.5092e-02 eta: 3:39:31 time: 0.0672 data_time: 0.0026 memory: 1152 loss: 1.5112 2022/11/28 19:10:10 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:10:16 - mmengine - INFO - Epoch(train) [80][4700/5005] lr: 2.5069e-02 eta: 3:39:24 time: 0.0683 data_time: 0.0021 memory: 1152 loss: 1.8439 2022/11/28 19:10:23 - mmengine - INFO - Epoch(train) [80][4800/5005] lr: 2.5047e-02 eta: 3:39:18 time: 0.0677 data_time: 0.0021 memory: 1152 loss: 1.5797 2022/11/28 19:10:30 - mmengine - INFO - Epoch(train) [80][4900/5005] lr: 2.5024e-02 eta: 3:39:11 time: 0.0674 data_time: 0.0020 memory: 1152 loss: 1.6918 2022/11/28 19:10:37 - mmengine - INFO - Epoch(train) [80][5000/5005] lr: 2.5001e-02 eta: 3:39:05 time: 0.0683 data_time: 0.0038 memory: 1152 loss: 1.7230 2022/11/28 19:10:37 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:10:37 - mmengine - INFO - Saving checkpoint at 80 epochs 2022/11/28 19:10:42 - mmengine - INFO - Epoch(val) [80][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0238 memory: 1152 2022/11/28 19:10:55 - mmengine - INFO - Epoch(val) [80][196/196] accuracy/top1: 65.0940 accuracy/top5: 86.4440 2022/11/28 19:11:02 - mmengine - INFO - Epoch(train) [81][ 100/5005] lr: 2.4978e-02 eta: 3:38:58 time: 0.0671 data_time: 0.0020 memory: 1152 loss: 1.6843 2022/11/28 19:11:09 - mmengine - INFO - Epoch(train) [81][ 200/5005] lr: 2.4955e-02 eta: 3:38:52 time: 0.0668 data_time: 0.0021 memory: 1152 loss: 1.9197 2022/11/28 19:11:16 - mmengine - INFO - Epoch(train) [81][ 300/5005] lr: 2.4932e-02 eta: 3:38:45 time: 0.0669 data_time: 0.0020 memory: 1152 loss: 1.5177 2022/11/28 19:11:23 - mmengine - INFO - Epoch(train) [81][ 400/5005] lr: 2.4910e-02 eta: 3:38:39 time: 0.0678 data_time: 0.0019 memory: 1152 loss: 1.7806 2022/11/28 19:11:30 - mmengine - INFO - Epoch(train) [81][ 500/5005] lr: 2.4887e-02 eta: 3:38:32 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 1.5903 2022/11/28 19:11:37 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:11:37 - mmengine - INFO - Epoch(train) [81][ 600/5005] lr: 2.4864e-02 eta: 3:38:26 time: 0.0664 data_time: 0.0023 memory: 1152 loss: 1.5202 2022/11/28 19:11:44 - mmengine - INFO - Epoch(train) [81][ 700/5005] lr: 2.4842e-02 eta: 3:38:19 time: 0.0668 data_time: 0.0022 memory: 1152 loss: 1.5667 2022/11/28 19:11:50 - mmengine - INFO - Epoch(train) [81][ 800/5005] lr: 2.4819e-02 eta: 3:38:13 time: 0.0677 data_time: 0.0019 memory: 1152 loss: 1.8141 2022/11/28 19:11:57 - mmengine - INFO - Epoch(train) [81][ 900/5005] lr: 2.4797e-02 eta: 3:38:06 time: 0.0763 data_time: 0.0020 memory: 1152 loss: 1.5956 2022/11/28 19:12:04 - mmengine - INFO - Epoch(train) [81][1000/5005] lr: 2.4774e-02 eta: 3:38:00 time: 0.0679 data_time: 0.0022 memory: 1152 loss: 1.7654 2022/11/28 19:12:11 - mmengine - INFO - Epoch(train) [81][1100/5005] lr: 2.4751e-02 eta: 3:37:53 time: 0.0667 data_time: 0.0020 memory: 1152 loss: 1.6700 2022/11/28 19:12:18 - mmengine - INFO - Epoch(train) [81][1200/5005] lr: 2.4729e-02 eta: 3:37:47 time: 0.0670 data_time: 0.0019 memory: 1152 loss: 1.7378 2022/11/28 19:12:25 - mmengine - INFO - Epoch(train) [81][1300/5005] lr: 2.4706e-02 eta: 3:37:40 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 1.4715 2022/11/28 19:12:32 - mmengine - INFO - Epoch(train) [81][1400/5005] lr: 2.4684e-02 eta: 3:37:34 time: 0.0671 data_time: 0.0019 memory: 1152 loss: 1.5492 2022/11/28 19:12:39 - mmengine - INFO - Epoch(train) [81][1500/5005] lr: 2.4661e-02 eta: 3:37:28 time: 0.0663 data_time: 0.0020 memory: 1152 loss: 1.7930 2022/11/28 19:12:46 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:12:46 - mmengine - INFO - Epoch(train) [81][1600/5005] lr: 2.4639e-02 eta: 3:37:21 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 1.7119 2022/11/28 19:12:52 - mmengine - INFO - Epoch(train) [81][1700/5005] lr: 2.4616e-02 eta: 3:37:15 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 1.5623 2022/11/28 19:12:59 - mmengine - INFO - Epoch(train) [81][1800/5005] lr: 2.4594e-02 eta: 3:37:08 time: 0.0666 data_time: 0.0021 memory: 1152 loss: 1.6987 2022/11/28 19:13:06 - mmengine - INFO - Epoch(train) [81][1900/5005] lr: 2.4571e-02 eta: 3:37:02 time: 0.0677 data_time: 0.0028 memory: 1152 loss: 1.7025 2022/11/28 19:13:13 - mmengine - INFO - Epoch(train) [81][2000/5005] lr: 2.4549e-02 eta: 3:36:55 time: 0.0669 data_time: 0.0025 memory: 1152 loss: 1.7154 2022/11/28 19:13:20 - mmengine - INFO - Epoch(train) [81][2100/5005] lr: 2.4526e-02 eta: 3:36:49 time: 0.0670 data_time: 0.0020 memory: 1152 loss: 1.8273 2022/11/28 19:13:27 - mmengine - INFO - Epoch(train) [81][2200/5005] lr: 2.4504e-02 eta: 3:36:42 time: 0.0672 data_time: 0.0019 memory: 1152 loss: 1.6144 2022/11/28 19:13:34 - mmengine - INFO - Epoch(train) [81][2300/5005] lr: 2.4481e-02 eta: 3:36:36 time: 0.0666 data_time: 0.0019 memory: 1152 loss: 1.8153 2022/11/28 19:13:41 - mmengine - INFO - Epoch(train) [81][2400/5005] lr: 2.4459e-02 eta: 3:36:29 time: 0.0662 data_time: 0.0022 memory: 1152 loss: 1.7937 2022/11/28 19:13:48 - mmengine - INFO - Epoch(train) [81][2500/5005] lr: 2.4436e-02 eta: 3:36:23 time: 0.0676 data_time: 0.0020 memory: 1152 loss: 1.6643 2022/11/28 19:13:55 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:13:55 - mmengine - INFO - Epoch(train) [81][2600/5005] lr: 2.4414e-02 eta: 3:36:16 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 1.6018 2022/11/28 19:14:02 - mmengine - INFO - Epoch(train) [81][2700/5005] lr: 2.4391e-02 eta: 3:36:10 time: 0.0671 data_time: 0.0024 memory: 1152 loss: 1.9992 2022/11/28 19:14:09 - mmengine - INFO - Epoch(train) [81][2800/5005] lr: 2.4369e-02 eta: 3:36:04 time: 0.0662 data_time: 0.0020 memory: 1152 loss: 1.6371 2022/11/28 19:14:15 - mmengine - INFO - Epoch(train) [81][2900/5005] lr: 2.4346e-02 eta: 3:35:57 time: 0.0671 data_time: 0.0020 memory: 1152 loss: 1.8265 2022/11/28 19:14:22 - mmengine - INFO - Epoch(train) [81][3000/5005] lr: 2.4324e-02 eta: 3:35:51 time: 0.0673 data_time: 0.0020 memory: 1152 loss: 1.7670 2022/11/28 19:14:29 - mmengine - INFO - Epoch(train) [81][3100/5005] lr: 2.4301e-02 eta: 3:35:44 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.6462 2022/11/28 19:14:36 - mmengine - INFO - Epoch(train) [81][3200/5005] lr: 2.4279e-02 eta: 3:35:38 time: 0.0744 data_time: 0.0021 memory: 1152 loss: 1.5965 2022/11/28 19:14:43 - mmengine - INFO - Epoch(train) [81][3300/5005] lr: 2.4257e-02 eta: 3:35:31 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.5683 2022/11/28 19:14:50 - mmengine - INFO - Epoch(train) [81][3400/5005] lr: 2.4234e-02 eta: 3:35:25 time: 0.0666 data_time: 0.0021 memory: 1152 loss: 1.6737 2022/11/28 19:14:57 - mmengine - INFO - Epoch(train) [81][3500/5005] lr: 2.4212e-02 eta: 3:35:18 time: 0.0676 data_time: 0.0019 memory: 1152 loss: 1.7739 2022/11/28 19:15:04 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:15:04 - mmengine - INFO - Epoch(train) [81][3600/5005] lr: 2.4189e-02 eta: 3:35:12 time: 0.0660 data_time: 0.0020 memory: 1152 loss: 1.7357 2022/11/28 19:15:10 - mmengine - INFO - Epoch(train) [81][3700/5005] lr: 2.4167e-02 eta: 3:35:05 time: 0.0679 data_time: 0.0027 memory: 1152 loss: 1.8168 2022/11/28 19:15:17 - mmengine - INFO - Epoch(train) [81][3800/5005] lr: 2.4145e-02 eta: 3:34:59 time: 0.0667 data_time: 0.0021 memory: 1152 loss: 1.8267 2022/11/28 19:15:24 - mmengine - INFO - Epoch(train) [81][3900/5005] lr: 2.4122e-02 eta: 3:34:52 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.6485 2022/11/28 19:15:31 - mmengine - INFO - Epoch(train) [81][4000/5005] lr: 2.4100e-02 eta: 3:34:46 time: 0.0670 data_time: 0.0027 memory: 1152 loss: 1.6319 2022/11/28 19:15:38 - mmengine - INFO - Epoch(train) [81][4100/5005] lr: 2.4077e-02 eta: 3:34:39 time: 0.0686 data_time: 0.0021 memory: 1152 loss: 1.8295 2022/11/28 19:15:45 - mmengine - INFO - Epoch(train) [81][4200/5005] lr: 2.4055e-02 eta: 3:34:33 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.8060 2022/11/28 19:15:52 - mmengine - INFO - Epoch(train) [81][4300/5005] lr: 2.4033e-02 eta: 3:34:26 time: 0.0678 data_time: 0.0019 memory: 1152 loss: 1.6234 2022/11/28 19:15:59 - mmengine - INFO - Epoch(train) [81][4400/5005] lr: 2.4010e-02 eta: 3:34:20 time: 0.0674 data_time: 0.0020 memory: 1152 loss: 1.6021 2022/11/28 19:16:06 - mmengine - INFO - Epoch(train) [81][4500/5005] lr: 2.3988e-02 eta: 3:34:13 time: 0.0666 data_time: 0.0020 memory: 1152 loss: 1.7738 2022/11/28 19:16:13 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:16:13 - mmengine - INFO - Epoch(train) [81][4600/5005] lr: 2.3966e-02 eta: 3:34:07 time: 0.0680 data_time: 0.0019 memory: 1152 loss: 1.6929 2022/11/28 19:16:19 - mmengine - INFO - Epoch(train) [81][4700/5005] lr: 2.3943e-02 eta: 3:34:00 time: 0.0677 data_time: 0.0019 memory: 1152 loss: 1.8389 2022/11/28 19:16:26 - mmengine - INFO - Epoch(train) [81][4800/5005] lr: 2.3921e-02 eta: 3:33:54 time: 0.0691 data_time: 0.0021 memory: 1152 loss: 1.7426 2022/11/28 19:16:33 - mmengine - INFO - Epoch(train) [81][4900/5005] lr: 2.3899e-02 eta: 3:33:48 time: 0.0663 data_time: 0.0021 memory: 1152 loss: 1.6209 2022/11/28 19:16:40 - mmengine - INFO - Epoch(train) [81][5000/5005] lr: 2.3876e-02 eta: 3:33:41 time: 0.0674 data_time: 0.0029 memory: 1152 loss: 1.9374 2022/11/28 19:16:40 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:16:40 - mmengine - INFO - Saving checkpoint at 81 epochs 2022/11/28 19:16:45 - mmengine - INFO - Epoch(val) [81][100/196] eta: 0:00:03 time: 0.0390 data_time: 0.0278 memory: 1152 2022/11/28 19:16:58 - mmengine - INFO - Epoch(val) [81][196/196] accuracy/top1: 65.3080 accuracy/top5: 86.6320 2022/11/28 19:17:05 - mmengine - INFO - Epoch(train) [82][ 100/5005] lr: 2.3853e-02 eta: 3:33:34 time: 0.0663 data_time: 0.0021 memory: 1152 loss: 1.5660 2022/11/28 19:17:12 - mmengine - INFO - Epoch(train) [82][ 200/5005] lr: 2.3831e-02 eta: 3:33:28 time: 0.0670 data_time: 0.0020 memory: 1152 loss: 1.6361 2022/11/28 19:17:19 - mmengine - INFO - Epoch(train) [82][ 300/5005] lr: 2.3808e-02 eta: 3:33:21 time: 0.0671 data_time: 0.0020 memory: 1152 loss: 1.4110 2022/11/28 19:17:26 - mmengine - INFO - Epoch(train) [82][ 400/5005] lr: 2.3786e-02 eta: 3:33:15 time: 0.0670 data_time: 0.0024 memory: 1152 loss: 1.7089 2022/11/28 19:17:33 - mmengine - INFO - Epoch(train) [82][ 500/5005] lr: 2.3764e-02 eta: 3:33:08 time: 0.0667 data_time: 0.0024 memory: 1152 loss: 1.5670 2022/11/28 19:17:39 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:17:40 - mmengine - INFO - Epoch(train) [82][ 600/5005] lr: 2.3742e-02 eta: 3:33:02 time: 0.0761 data_time: 0.0020 memory: 1152 loss: 1.6946 2022/11/28 19:17:47 - mmengine - INFO - Epoch(train) [82][ 700/5005] lr: 2.3719e-02 eta: 3:32:55 time: 0.0679 data_time: 0.0021 memory: 1152 loss: 1.5532 2022/11/28 19:17:53 - mmengine - INFO - Epoch(train) [82][ 800/5005] lr: 2.3697e-02 eta: 3:32:49 time: 0.0668 data_time: 0.0020 memory: 1152 loss: 1.7376 2022/11/28 19:18:00 - mmengine - INFO - Epoch(train) [82][ 900/5005] lr: 2.3675e-02 eta: 3:32:43 time: 0.0668 data_time: 0.0021 memory: 1152 loss: 1.7521 2022/11/28 19:18:07 - mmengine - INFO - Epoch(train) [82][1000/5005] lr: 2.3653e-02 eta: 3:32:36 time: 0.0668 data_time: 0.0021 memory: 1152 loss: 1.6963 2022/11/28 19:18:14 - mmengine - INFO - Epoch(train) [82][1100/5005] lr: 2.3630e-02 eta: 3:32:30 time: 0.0668 data_time: 0.0020 memory: 1152 loss: 1.5975 2022/11/28 19:18:21 - mmengine - INFO - Epoch(train) [82][1200/5005] lr: 2.3608e-02 eta: 3:32:23 time: 0.0675 data_time: 0.0026 memory: 1152 loss: 1.7164 2022/11/28 19:18:28 - mmengine - INFO - Epoch(train) [82][1300/5005] lr: 2.3586e-02 eta: 3:32:17 time: 0.0668 data_time: 0.0020 memory: 1152 loss: 1.7611 2022/11/28 19:18:35 - mmengine - INFO - Epoch(train) [82][1400/5005] lr: 2.3564e-02 eta: 3:32:10 time: 0.0661 data_time: 0.0020 memory: 1152 loss: 1.6134 2022/11/28 19:18:42 - mmengine - INFO - Epoch(train) [82][1500/5005] lr: 2.3542e-02 eta: 3:32:04 time: 0.0751 data_time: 0.0020 memory: 1152 loss: 1.6952 2022/11/28 19:18:48 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:18:49 - mmengine - INFO - Epoch(train) [82][1600/5005] lr: 2.3519e-02 eta: 3:31:57 time: 0.0670 data_time: 0.0020 memory: 1152 loss: 1.6060 2022/11/28 19:18:55 - mmengine - INFO - Epoch(train) [82][1700/5005] lr: 2.3497e-02 eta: 3:31:51 time: 0.0668 data_time: 0.0021 memory: 1152 loss: 1.7018 2022/11/28 19:19:02 - mmengine - INFO - Epoch(train) [82][1800/5005] lr: 2.3475e-02 eta: 3:31:44 time: 0.0753 data_time: 0.0022 memory: 1152 loss: 1.5630 2022/11/28 19:19:09 - mmengine - INFO - Epoch(train) [82][1900/5005] lr: 2.3453e-02 eta: 3:31:38 time: 0.0678 data_time: 0.0022 memory: 1152 loss: 1.8292 2022/11/28 19:19:16 - mmengine - INFO - Epoch(train) [82][2000/5005] lr: 2.3431e-02 eta: 3:31:31 time: 0.0670 data_time: 0.0023 memory: 1152 loss: 1.4489 2022/11/28 19:19:23 - mmengine - INFO - Epoch(train) [82][2100/5005] lr: 2.3409e-02 eta: 3:31:25 time: 0.0675 data_time: 0.0021 memory: 1152 loss: 1.6772 2022/11/28 19:19:30 - mmengine - INFO - Epoch(train) [82][2200/5005] lr: 2.3386e-02 eta: 3:31:18 time: 0.0666 data_time: 0.0021 memory: 1152 loss: 1.4185 2022/11/28 19:19:37 - mmengine - INFO - Epoch(train) [82][2300/5005] lr: 2.3364e-02 eta: 3:31:12 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.8758 2022/11/28 19:19:44 - mmengine - INFO - Epoch(train) [82][2400/5005] lr: 2.3342e-02 eta: 3:31:05 time: 0.0680 data_time: 0.0022 memory: 1152 loss: 1.7065 2022/11/28 19:19:51 - mmengine - INFO - Epoch(train) [82][2500/5005] lr: 2.3320e-02 eta: 3:30:59 time: 0.0689 data_time: 0.0026 memory: 1152 loss: 1.6415 2022/11/28 19:19:57 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:19:58 - mmengine - INFO - Epoch(train) [82][2600/5005] lr: 2.3298e-02 eta: 3:30:52 time: 0.0672 data_time: 0.0028 memory: 1152 loss: 1.7860 2022/11/28 19:20:04 - mmengine - INFO - Epoch(train) [82][2700/5005] lr: 2.3276e-02 eta: 3:30:46 time: 0.0678 data_time: 0.0020 memory: 1152 loss: 1.5190 2022/11/28 19:20:11 - mmengine - INFO - Epoch(train) [82][2800/5005] lr: 2.3254e-02 eta: 3:30:39 time: 0.0687 data_time: 0.0021 memory: 1152 loss: 1.6398 2022/11/28 19:20:18 - mmengine - INFO - Epoch(train) [82][2900/5005] lr: 2.3232e-02 eta: 3:30:33 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.7920 2022/11/28 19:20:25 - mmengine - INFO - Epoch(train) [82][3000/5005] lr: 2.3210e-02 eta: 3:30:27 time: 0.0674 data_time: 0.0024 memory: 1152 loss: 1.5406 2022/11/28 19:20:32 - mmengine - INFO - Epoch(train) [82][3100/5005] lr: 2.3187e-02 eta: 3:30:20 time: 0.0678 data_time: 0.0027 memory: 1152 loss: 1.6244 2022/11/28 19:20:39 - mmengine - INFO - Epoch(train) [82][3200/5005] lr: 2.3165e-02 eta: 3:30:14 time: 0.0691 data_time: 0.0024 memory: 1152 loss: 1.6767 2022/11/28 19:20:46 - mmengine - INFO - Epoch(train) [82][3300/5005] lr: 2.3143e-02 eta: 3:30:07 time: 0.0683 data_time: 0.0021 memory: 1152 loss: 1.7568 2022/11/28 19:20:53 - mmengine - INFO - Epoch(train) [82][3400/5005] lr: 2.3121e-02 eta: 3:30:01 time: 0.0686 data_time: 0.0020 memory: 1152 loss: 1.6260 2022/11/28 19:21:00 - mmengine - INFO - Epoch(train) [82][3500/5005] lr: 2.3099e-02 eta: 3:29:54 time: 0.0668 data_time: 0.0026 memory: 1152 loss: 1.6985 2022/11/28 19:21:07 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:21:07 - mmengine - INFO - Epoch(train) [82][3600/5005] lr: 2.3077e-02 eta: 3:29:48 time: 0.0683 data_time: 0.0020 memory: 1152 loss: 1.7847 2022/11/28 19:21:14 - mmengine - INFO - Epoch(train) [82][3700/5005] lr: 2.3055e-02 eta: 3:29:41 time: 0.0686 data_time: 0.0020 memory: 1152 loss: 1.4793 2022/11/28 19:21:21 - mmengine - INFO - Epoch(train) [82][3800/5005] lr: 2.3033e-02 eta: 3:29:35 time: 0.0689 data_time: 0.0021 memory: 1152 loss: 1.7609 2022/11/28 19:21:28 - mmengine - INFO - Epoch(train) [82][3900/5005] lr: 2.3011e-02 eta: 3:29:28 time: 0.0676 data_time: 0.0026 memory: 1152 loss: 1.6436 2022/11/28 19:21:35 - mmengine - INFO - Epoch(train) [82][4000/5005] lr: 2.2989e-02 eta: 3:29:22 time: 0.0676 data_time: 0.0025 memory: 1152 loss: 1.9234 2022/11/28 19:21:42 - mmengine - INFO - Epoch(train) [82][4100/5005] lr: 2.2967e-02 eta: 3:29:15 time: 0.0684 data_time: 0.0022 memory: 1152 loss: 1.7448 2022/11/28 19:21:49 - mmengine - INFO - Epoch(train) [82][4200/5005] lr: 2.2945e-02 eta: 3:29:09 time: 0.0675 data_time: 0.0021 memory: 1152 loss: 1.7329 2022/11/28 19:21:56 - mmengine - INFO - Epoch(train) [82][4300/5005] lr: 2.2923e-02 eta: 3:29:03 time: 0.0687 data_time: 0.0024 memory: 1152 loss: 1.7866 2022/11/28 19:22:02 - mmengine - INFO - Epoch(train) [82][4400/5005] lr: 2.2901e-02 eta: 3:28:56 time: 0.0673 data_time: 0.0025 memory: 1152 loss: 1.7376 2022/11/28 19:22:09 - mmengine - INFO - Epoch(train) [82][4500/5005] lr: 2.2879e-02 eta: 3:28:50 time: 0.0663 data_time: 0.0025 memory: 1152 loss: 1.6063 2022/11/28 19:22:16 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:22:16 - mmengine - INFO - Epoch(train) [82][4600/5005] lr: 2.2857e-02 eta: 3:28:43 time: 0.0684 data_time: 0.0021 memory: 1152 loss: 1.5549 2022/11/28 19:22:23 - mmengine - INFO - Epoch(train) [82][4700/5005] lr: 2.2835e-02 eta: 3:28:37 time: 0.0680 data_time: 0.0027 memory: 1152 loss: 1.8180 2022/11/28 19:22:30 - mmengine - INFO - Epoch(train) [82][4800/5005] lr: 2.2813e-02 eta: 3:28:30 time: 0.0677 data_time: 0.0020 memory: 1152 loss: 1.4958 2022/11/28 19:22:37 - mmengine - INFO - Epoch(train) [82][4900/5005] lr: 2.2791e-02 eta: 3:28:24 time: 0.0673 data_time: 0.0025 memory: 1152 loss: 1.7392 2022/11/28 19:22:44 - mmengine - INFO - Epoch(train) [82][5000/5005] lr: 2.2769e-02 eta: 3:28:17 time: 0.0687 data_time: 0.0030 memory: 1152 loss: 1.7548 2022/11/28 19:22:44 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:22:44 - mmengine - INFO - Saving checkpoint at 82 epochs 2022/11/28 19:22:49 - mmengine - INFO - Epoch(val) [82][100/196] eta: 0:00:04 time: 0.0357 data_time: 0.0252 memory: 1152 2022/11/28 19:23:02 - mmengine - INFO - Epoch(val) [82][196/196] accuracy/top1: 65.9880 accuracy/top5: 87.2860 2022/11/28 19:23:10 - mmengine - INFO - Epoch(train) [83][ 100/5005] lr: 2.2746e-02 eta: 3:28:11 time: 0.0684 data_time: 0.0021 memory: 1152 loss: 1.5109 2022/11/28 19:23:17 - mmengine - INFO - Epoch(train) [83][ 200/5005] lr: 2.2724e-02 eta: 3:28:04 time: 0.0671 data_time: 0.0020 memory: 1152 loss: 1.8566 2022/11/28 19:23:23 - mmengine - INFO - Epoch(train) [83][ 300/5005] lr: 2.2702e-02 eta: 3:27:58 time: 0.0671 data_time: 0.0025 memory: 1152 loss: 1.4669 2022/11/28 19:23:30 - mmengine - INFO - Epoch(train) [83][ 400/5005] lr: 2.2681e-02 eta: 3:27:51 time: 0.0762 data_time: 0.0021 memory: 1152 loss: 1.7213 2022/11/28 19:23:37 - mmengine - INFO - Epoch(train) [83][ 500/5005] lr: 2.2659e-02 eta: 3:27:45 time: 0.0681 data_time: 0.0021 memory: 1152 loss: 1.5830 2022/11/28 19:23:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:23:44 - mmengine - INFO - Epoch(train) [83][ 600/5005] lr: 2.2637e-02 eta: 3:27:38 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.6778 2022/11/28 19:23:51 - mmengine - INFO - Epoch(train) [83][ 700/5005] lr: 2.2615e-02 eta: 3:27:32 time: 0.0660 data_time: 0.0022 memory: 1152 loss: 1.5255 2022/11/28 19:23:58 - mmengine - INFO - Epoch(train) [83][ 800/5005] lr: 2.2593e-02 eta: 3:27:25 time: 0.0733 data_time: 0.0021 memory: 1152 loss: 1.5925 2022/11/28 19:24:05 - mmengine - INFO - Epoch(train) [83][ 900/5005] lr: 2.2571e-02 eta: 3:27:19 time: 0.0691 data_time: 0.0020 memory: 1152 loss: 1.6391 2022/11/28 19:24:12 - mmengine - INFO - Epoch(train) [83][1000/5005] lr: 2.2549e-02 eta: 3:27:12 time: 0.0675 data_time: 0.0020 memory: 1152 loss: 1.5703 2022/11/28 19:24:19 - mmengine - INFO - Epoch(train) [83][1100/5005] lr: 2.2527e-02 eta: 3:27:06 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.6277 2022/11/28 19:24:26 - mmengine - INFO - Epoch(train) [83][1200/5005] lr: 2.2506e-02 eta: 3:26:59 time: 0.0667 data_time: 0.0027 memory: 1152 loss: 1.7582 2022/11/28 19:24:32 - mmengine - INFO - Epoch(train) [83][1300/5005] lr: 2.2484e-02 eta: 3:26:53 time: 0.0669 data_time: 0.0020 memory: 1152 loss: 1.7943 2022/11/28 19:24:39 - mmengine - INFO - Epoch(train) [83][1400/5005] lr: 2.2462e-02 eta: 3:26:46 time: 0.0670 data_time: 0.0020 memory: 1152 loss: 1.5428 2022/11/28 19:24:46 - mmengine - INFO - Epoch(train) [83][1500/5005] lr: 2.2440e-02 eta: 3:26:40 time: 0.0673 data_time: 0.0020 memory: 1152 loss: 1.6378 2022/11/28 19:24:52 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:24:53 - mmengine - INFO - Epoch(train) [83][1600/5005] lr: 2.2418e-02 eta: 3:26:33 time: 0.0672 data_time: 0.0022 memory: 1152 loss: 1.8494 2022/11/28 19:25:00 - mmengine - INFO - Epoch(train) [83][1700/5005] lr: 2.2396e-02 eta: 3:26:27 time: 0.0659 data_time: 0.0020 memory: 1152 loss: 1.9283 2022/11/28 19:25:07 - mmengine - INFO - Epoch(train) [83][1800/5005] lr: 2.2375e-02 eta: 3:26:20 time: 0.0679 data_time: 0.0020 memory: 1152 loss: 1.5923 2022/11/28 19:25:14 - mmengine - INFO - Epoch(train) [83][1900/5005] lr: 2.2353e-02 eta: 3:26:14 time: 0.0667 data_time: 0.0021 memory: 1152 loss: 1.7747 2022/11/28 19:25:21 - mmengine - INFO - Epoch(train) [83][2000/5005] lr: 2.2331e-02 eta: 3:26:07 time: 0.0680 data_time: 0.0021 memory: 1152 loss: 1.6698 2022/11/28 19:25:28 - mmengine - INFO - Epoch(train) [83][2100/5005] lr: 2.2309e-02 eta: 3:26:01 time: 0.0745 data_time: 0.0020 memory: 1152 loss: 1.6451 2022/11/28 19:25:35 - mmengine - INFO - Epoch(train) [83][2200/5005] lr: 2.2288e-02 eta: 3:25:54 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.5680 2022/11/28 19:25:42 - mmengine - INFO - Epoch(train) [83][2300/5005] lr: 2.2266e-02 eta: 3:25:48 time: 0.0664 data_time: 0.0027 memory: 1152 loss: 1.5555 2022/11/28 19:25:49 - mmengine - INFO - Epoch(train) [83][2400/5005] lr: 2.2244e-02 eta: 3:25:42 time: 0.0686 data_time: 0.0021 memory: 1152 loss: 1.5331 2022/11/28 19:25:55 - mmengine - INFO - Epoch(train) [83][2500/5005] lr: 2.2222e-02 eta: 3:25:35 time: 0.0688 data_time: 0.0021 memory: 1152 loss: 1.7853 2022/11/28 19:26:02 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:26:02 - mmengine - INFO - Epoch(train) [83][2600/5005] lr: 2.2201e-02 eta: 3:25:29 time: 0.0678 data_time: 0.0030 memory: 1152 loss: 1.6853 2022/11/28 19:26:09 - mmengine - INFO - Epoch(train) [83][2700/5005] lr: 2.2179e-02 eta: 3:25:22 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.6493 2022/11/28 19:26:16 - mmengine - INFO - Epoch(train) [83][2800/5005] lr: 2.2157e-02 eta: 3:25:16 time: 0.0668 data_time: 0.0020 memory: 1152 loss: 1.5377 2022/11/28 19:26:23 - mmengine - INFO - Epoch(train) [83][2900/5005] lr: 2.2135e-02 eta: 3:25:09 time: 0.0676 data_time: 0.0021 memory: 1152 loss: 1.8035 2022/11/28 19:26:30 - mmengine - INFO - Epoch(train) [83][3000/5005] lr: 2.2114e-02 eta: 3:25:03 time: 0.0666 data_time: 0.0021 memory: 1152 loss: 1.6632 2022/11/28 19:26:37 - mmengine - INFO - Epoch(train) [83][3100/5005] lr: 2.2092e-02 eta: 3:24:56 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 1.7718 2022/11/28 19:26:44 - mmengine - INFO - Epoch(train) [83][3200/5005] lr: 2.2070e-02 eta: 3:24:50 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.4128 2022/11/28 19:26:51 - mmengine - INFO - Epoch(train) [83][3300/5005] lr: 2.2049e-02 eta: 3:24:43 time: 0.0689 data_time: 0.0021 memory: 1152 loss: 1.4293 2022/11/28 19:26:58 - mmengine - INFO - Epoch(train) [83][3400/5005] lr: 2.2027e-02 eta: 3:24:37 time: 0.0677 data_time: 0.0021 memory: 1152 loss: 1.7651 2022/11/28 19:27:05 - mmengine - INFO - Epoch(train) [83][3500/5005] lr: 2.2005e-02 eta: 3:24:30 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 1.7293 2022/11/28 19:27:11 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:27:12 - mmengine - INFO - Epoch(train) [83][3600/5005] lr: 2.1984e-02 eta: 3:24:24 time: 0.0675 data_time: 0.0021 memory: 1152 loss: 1.6708 2022/11/28 19:27:19 - mmengine - INFO - Epoch(train) [83][3700/5005] lr: 2.1962e-02 eta: 3:24:17 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.7020 2022/11/28 19:27:25 - mmengine - INFO - Epoch(train) [83][3800/5005] lr: 2.1940e-02 eta: 3:24:11 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 2.0104 2022/11/28 19:27:32 - mmengine - INFO - Epoch(train) [83][3900/5005] lr: 2.1919e-02 eta: 3:24:04 time: 0.0670 data_time: 0.0022 memory: 1152 loss: 1.8281 2022/11/28 19:27:39 - mmengine - INFO - Epoch(train) [83][4000/5005] lr: 2.1897e-02 eta: 3:23:58 time: 0.0667 data_time: 0.0021 memory: 1152 loss: 1.8381 2022/11/28 19:27:46 - mmengine - INFO - Epoch(train) [83][4100/5005] lr: 2.1875e-02 eta: 3:23:51 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.8272 2022/11/28 19:27:53 - mmengine - INFO - Epoch(train) [83][4200/5005] lr: 2.1854e-02 eta: 3:23:45 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.4107 2022/11/28 19:28:00 - mmengine - INFO - Epoch(train) [83][4300/5005] lr: 2.1832e-02 eta: 3:23:38 time: 0.0668 data_time: 0.0021 memory: 1152 loss: 1.5165 2022/11/28 19:28:07 - mmengine - INFO - Epoch(train) [83][4400/5005] lr: 2.1810e-02 eta: 3:23:32 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.8911 2022/11/28 19:28:14 - mmengine - INFO - Epoch(train) [83][4500/5005] lr: 2.1789e-02 eta: 3:23:26 time: 0.0678 data_time: 0.0020 memory: 1152 loss: 1.5899 2022/11/28 19:28:20 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:28:21 - mmengine - INFO - Epoch(train) [83][4600/5005] lr: 2.1767e-02 eta: 3:23:19 time: 0.0695 data_time: 0.0027 memory: 1152 loss: 1.8480 2022/11/28 19:28:28 - mmengine - INFO - Epoch(train) [83][4700/5005] lr: 2.1746e-02 eta: 3:23:13 time: 0.0678 data_time: 0.0025 memory: 1152 loss: 1.7035 2022/11/28 19:28:35 - mmengine - INFO - Epoch(train) [83][4800/5005] lr: 2.1724e-02 eta: 3:23:06 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 1.9397 2022/11/28 19:28:42 - mmengine - INFO - Epoch(train) [83][4900/5005] lr: 2.1703e-02 eta: 3:23:00 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.7930 2022/11/28 19:28:48 - mmengine - INFO - Epoch(train) [83][5000/5005] lr: 2.1681e-02 eta: 3:22:53 time: 0.0687 data_time: 0.0032 memory: 1152 loss: 1.7496 2022/11/28 19:28:49 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:28:49 - mmengine - INFO - Saving checkpoint at 83 epochs 2022/11/28 19:28:54 - mmengine - INFO - Epoch(val) [83][100/196] eta: 0:00:03 time: 0.0373 data_time: 0.0272 memory: 1152 2022/11/28 19:29:07 - mmengine - INFO - Epoch(val) [83][196/196] accuracy/top1: 65.9800 accuracy/top5: 86.9480 2022/11/28 19:29:14 - mmengine - INFO - Epoch(train) [84][ 100/5005] lr: 2.1658e-02 eta: 3:22:46 time: 0.0674 data_time: 0.0026 memory: 1152 loss: 1.5758 2022/11/28 19:29:21 - mmengine - INFO - Epoch(train) [84][ 200/5005] lr: 2.1637e-02 eta: 3:22:40 time: 0.0676 data_time: 0.0024 memory: 1152 loss: 1.5231 2022/11/28 19:29:28 - mmengine - INFO - Epoch(train) [84][ 300/5005] lr: 2.1615e-02 eta: 3:22:33 time: 0.0668 data_time: 0.0021 memory: 1152 loss: 1.4957 2022/11/28 19:29:35 - mmengine - INFO - Epoch(train) [84][ 400/5005] lr: 2.1594e-02 eta: 3:22:27 time: 0.0680 data_time: 0.0021 memory: 1152 loss: 1.6425 2022/11/28 19:29:42 - mmengine - INFO - Epoch(train) [84][ 500/5005] lr: 2.1572e-02 eta: 3:22:21 time: 0.0663 data_time: 0.0021 memory: 1152 loss: 1.5187 2022/11/28 19:29:48 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:29:49 - mmengine - INFO - Epoch(train) [84][ 600/5005] lr: 2.1551e-02 eta: 3:22:14 time: 0.0755 data_time: 0.0020 memory: 1152 loss: 1.6080 2022/11/28 19:29:56 - mmengine - INFO - Epoch(train) [84][ 700/5005] lr: 2.1529e-02 eta: 3:22:08 time: 0.0665 data_time: 0.0021 memory: 1152 loss: 1.5749 2022/11/28 19:30:03 - mmengine - INFO - Epoch(train) [84][ 800/5005] lr: 2.1508e-02 eta: 3:22:01 time: 0.0671 data_time: 0.0027 memory: 1152 loss: 1.6252 2022/11/28 19:30:10 - mmengine - INFO - Epoch(train) [84][ 900/5005] lr: 2.1486e-02 eta: 3:21:55 time: 0.0669 data_time: 0.0022 memory: 1152 loss: 1.7518 2022/11/28 19:30:16 - mmengine - INFO - Epoch(train) [84][1000/5005] lr: 2.1465e-02 eta: 3:21:48 time: 0.0671 data_time: 0.0022 memory: 1152 loss: 1.5402 2022/11/28 19:30:23 - mmengine - INFO - Epoch(train) [84][1100/5005] lr: 2.1443e-02 eta: 3:21:42 time: 0.0668 data_time: 0.0021 memory: 1152 loss: 1.6091 2022/11/28 19:30:30 - mmengine - INFO - Epoch(train) [84][1200/5005] lr: 2.1422e-02 eta: 3:21:35 time: 0.0674 data_time: 0.0027 memory: 1152 loss: 1.6198 2022/11/28 19:30:37 - mmengine - INFO - Epoch(train) [84][1300/5005] lr: 2.1400e-02 eta: 3:21:29 time: 0.0676 data_time: 0.0022 memory: 1152 loss: 1.6515 2022/11/28 19:30:44 - mmengine - INFO - Epoch(train) [84][1400/5005] lr: 2.1379e-02 eta: 3:21:22 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.8805 2022/11/28 19:30:51 - mmengine - INFO - Epoch(train) [84][1500/5005] lr: 2.1357e-02 eta: 3:21:16 time: 0.0680 data_time: 0.0020 memory: 1152 loss: 1.6996 2022/11/28 19:30:57 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:30:58 - mmengine - INFO - Epoch(train) [84][1600/5005] lr: 2.1336e-02 eta: 3:21:09 time: 0.0681 data_time: 0.0021 memory: 1152 loss: 1.4546 2022/11/28 19:31:05 - mmengine - INFO - Epoch(train) [84][1700/5005] lr: 2.1315e-02 eta: 3:21:03 time: 0.0669 data_time: 0.0023 memory: 1152 loss: 1.5920 2022/11/28 19:31:12 - mmengine - INFO - Epoch(train) [84][1800/5005] lr: 2.1293e-02 eta: 3:20:56 time: 0.0671 data_time: 0.0020 memory: 1152 loss: 1.7818 2022/11/28 19:31:19 - mmengine - INFO - Epoch(train) [84][1900/5005] lr: 2.1272e-02 eta: 3:20:50 time: 0.0681 data_time: 0.0028 memory: 1152 loss: 1.6796 2022/11/28 19:31:25 - mmengine - INFO - Epoch(train) [84][2000/5005] lr: 2.1250e-02 eta: 3:20:43 time: 0.0667 data_time: 0.0021 memory: 1152 loss: 1.4760 2022/11/28 19:31:32 - mmengine - INFO - Epoch(train) [84][2100/5005] lr: 2.1229e-02 eta: 3:20:37 time: 0.0685 data_time: 0.0021 memory: 1152 loss: 1.7227 2022/11/28 19:31:39 - mmengine - INFO - Epoch(train) [84][2200/5005] lr: 2.1208e-02 eta: 3:20:30 time: 0.0679 data_time: 0.0020 memory: 1152 loss: 1.5185 2022/11/28 19:31:46 - mmengine - INFO - Epoch(train) [84][2300/5005] lr: 2.1186e-02 eta: 3:20:24 time: 0.0668 data_time: 0.0020 memory: 1152 loss: 1.5210 2022/11/28 19:31:53 - mmengine - INFO - Epoch(train) [84][2400/5005] lr: 2.1165e-02 eta: 3:20:17 time: 0.0679 data_time: 0.0020 memory: 1152 loss: 1.7094 2022/11/28 19:32:00 - mmengine - INFO - Epoch(train) [84][2500/5005] lr: 2.1143e-02 eta: 3:20:11 time: 0.0750 data_time: 0.0022 memory: 1152 loss: 1.7404 2022/11/28 19:32:06 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:32:07 - mmengine - INFO - Epoch(train) [84][2600/5005] lr: 2.1122e-02 eta: 3:20:04 time: 0.0677 data_time: 0.0021 memory: 1152 loss: 1.6102 2022/11/28 19:32:14 - mmengine - INFO - Epoch(train) [84][2700/5005] lr: 2.1101e-02 eta: 3:19:58 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.6321 2022/11/28 19:32:21 - mmengine - INFO - Epoch(train) [84][2800/5005] lr: 2.1079e-02 eta: 3:19:51 time: 0.0694 data_time: 0.0020 memory: 1152 loss: 1.6394 2022/11/28 19:32:28 - mmengine - INFO - Epoch(train) [84][2900/5005] lr: 2.1058e-02 eta: 3:19:45 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.8441 2022/11/28 19:32:35 - mmengine - INFO - Epoch(train) [84][3000/5005] lr: 2.1037e-02 eta: 3:19:38 time: 0.0727 data_time: 0.0022 memory: 1152 loss: 1.7507 2022/11/28 19:32:42 - mmengine - INFO - Epoch(train) [84][3100/5005] lr: 2.1015e-02 eta: 3:19:32 time: 0.0662 data_time: 0.0021 memory: 1152 loss: 1.5592 2022/11/28 19:32:48 - mmengine - INFO - Epoch(train) [84][3200/5005] lr: 2.0994e-02 eta: 3:19:25 time: 0.0668 data_time: 0.0021 memory: 1152 loss: 1.6903 2022/11/28 19:32:55 - mmengine - INFO - Epoch(train) [84][3300/5005] lr: 2.0973e-02 eta: 3:19:19 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.7531 2022/11/28 19:33:02 - mmengine - INFO - Epoch(train) [84][3400/5005] lr: 2.0952e-02 eta: 3:19:12 time: 0.0758 data_time: 0.0020 memory: 1152 loss: 1.5423 2022/11/28 19:33:09 - mmengine - INFO - Epoch(train) [84][3500/5005] lr: 2.0930e-02 eta: 3:19:06 time: 0.0671 data_time: 0.0020 memory: 1152 loss: 1.7203 2022/11/28 19:33:15 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:33:16 - mmengine - INFO - Epoch(train) [84][3600/5005] lr: 2.0909e-02 eta: 3:18:59 time: 0.0677 data_time: 0.0021 memory: 1152 loss: 1.6346 2022/11/28 19:33:23 - mmengine - INFO - Epoch(train) [84][3700/5005] lr: 2.0888e-02 eta: 3:18:53 time: 0.0675 data_time: 0.0030 memory: 1152 loss: 1.6154 2022/11/28 19:33:30 - mmengine - INFO - Epoch(train) [84][3800/5005] lr: 2.0866e-02 eta: 3:18:47 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.7030 2022/11/28 19:33:37 - mmengine - INFO - Epoch(train) [84][3900/5005] lr: 2.0845e-02 eta: 3:18:40 time: 0.0668 data_time: 0.0020 memory: 1152 loss: 1.4801 2022/11/28 19:33:44 - mmengine - INFO - Epoch(train) [84][4000/5005] lr: 2.0824e-02 eta: 3:18:34 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 1.7599 2022/11/28 19:33:51 - mmengine - INFO - Epoch(train) [84][4100/5005] lr: 2.0803e-02 eta: 3:18:27 time: 0.0670 data_time: 0.0023 memory: 1152 loss: 1.6634 2022/11/28 19:33:58 - mmengine - INFO - Epoch(train) [84][4200/5005] lr: 2.0782e-02 eta: 3:18:21 time: 0.0664 data_time: 0.0021 memory: 1152 loss: 1.8745 2022/11/28 19:34:05 - mmengine - INFO - Epoch(train) [84][4300/5005] lr: 2.0760e-02 eta: 3:18:14 time: 0.0678 data_time: 0.0027 memory: 1152 loss: 1.6340 2022/11/28 19:34:11 - mmengine - INFO - Epoch(train) [84][4400/5005] lr: 2.0739e-02 eta: 3:18:08 time: 0.0677 data_time: 0.0021 memory: 1152 loss: 1.6990 2022/11/28 19:34:18 - mmengine - INFO - Epoch(train) [84][4500/5005] lr: 2.0718e-02 eta: 3:18:01 time: 0.0668 data_time: 0.0021 memory: 1152 loss: 1.8286 2022/11/28 19:34:24 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:34:25 - mmengine - INFO - Epoch(train) [84][4600/5005] lr: 2.0697e-02 eta: 3:17:55 time: 0.0672 data_time: 0.0024 memory: 1152 loss: 1.5013 2022/11/28 19:34:32 - mmengine - INFO - Epoch(train) [84][4700/5005] lr: 2.0676e-02 eta: 3:17:48 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 1.7586 2022/11/28 19:34:39 - mmengine - INFO - Epoch(train) [84][4800/5005] lr: 2.0654e-02 eta: 3:17:42 time: 0.0662 data_time: 0.0026 memory: 1152 loss: 1.7634 2022/11/28 19:34:46 - mmengine - INFO - Epoch(train) [84][4900/5005] lr: 2.0633e-02 eta: 3:17:35 time: 0.0664 data_time: 0.0022 memory: 1152 loss: 1.7138 2022/11/28 19:34:53 - mmengine - INFO - Epoch(train) [84][5000/5005] lr: 2.0612e-02 eta: 3:17:29 time: 0.0676 data_time: 0.0028 memory: 1152 loss: 1.6032 2022/11/28 19:34:53 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:34:53 - mmengine - INFO - Saving checkpoint at 84 epochs 2022/11/28 19:34:58 - mmengine - INFO - Epoch(val) [84][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0249 memory: 1152 2022/11/28 19:35:11 - mmengine - INFO - Epoch(val) [84][196/196] accuracy/top1: 66.3280 accuracy/top5: 87.4800 2022/11/28 19:35:18 - mmengine - INFO - Epoch(train) [85][ 100/5005] lr: 2.0590e-02 eta: 3:17:22 time: 0.0675 data_time: 0.0027 memory: 1152 loss: 1.8024 2022/11/28 19:35:25 - mmengine - INFO - Epoch(train) [85][ 200/5005] lr: 2.0569e-02 eta: 3:17:15 time: 0.0716 data_time: 0.0021 memory: 1152 loss: 1.8407 2022/11/28 19:35:32 - mmengine - INFO - Epoch(train) [85][ 300/5005] lr: 2.0548e-02 eta: 3:17:09 time: 0.0679 data_time: 0.0029 memory: 1152 loss: 1.6616 2022/11/28 19:35:39 - mmengine - INFO - Epoch(train) [85][ 400/5005] lr: 2.0526e-02 eta: 3:17:02 time: 0.0672 data_time: 0.0027 memory: 1152 loss: 1.9135 2022/11/28 19:35:46 - mmengine - INFO - Epoch(train) [85][ 500/5005] lr: 2.0505e-02 eta: 3:16:56 time: 0.0666 data_time: 0.0027 memory: 1152 loss: 1.6688 2022/11/28 19:35:51 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:35:53 - mmengine - INFO - Epoch(train) [85][ 600/5005] lr: 2.0484e-02 eta: 3:16:49 time: 0.0665 data_time: 0.0022 memory: 1152 loss: 1.7435 2022/11/28 19:36:00 - mmengine - INFO - Epoch(train) [85][ 700/5005] lr: 2.0463e-02 eta: 3:16:43 time: 0.0675 data_time: 0.0020 memory: 1152 loss: 1.3856 2022/11/28 19:36:06 - mmengine - INFO - Epoch(train) [85][ 800/5005] lr: 2.0442e-02 eta: 3:16:36 time: 0.0678 data_time: 0.0021 memory: 1152 loss: 1.6432 2022/11/28 19:36:13 - mmengine - INFO - Epoch(train) [85][ 900/5005] lr: 2.0421e-02 eta: 3:16:30 time: 0.0670 data_time: 0.0020 memory: 1152 loss: 1.5131 2022/11/28 19:36:20 - mmengine - INFO - Epoch(train) [85][1000/5005] lr: 2.0400e-02 eta: 3:16:23 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.5476 2022/11/28 19:36:27 - mmengine - INFO - Epoch(train) [85][1100/5005] lr: 2.0379e-02 eta: 3:16:17 time: 0.0678 data_time: 0.0021 memory: 1152 loss: 1.7221 2022/11/28 19:36:34 - mmengine - INFO - Epoch(train) [85][1200/5005] lr: 2.0358e-02 eta: 3:16:11 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.5234 2022/11/28 19:36:41 - mmengine - INFO - Epoch(train) [85][1300/5005] lr: 2.0337e-02 eta: 3:16:04 time: 0.0672 data_time: 0.0026 memory: 1152 loss: 1.4358 2022/11/28 19:36:48 - mmengine - INFO - Epoch(train) [85][1400/5005] lr: 2.0316e-02 eta: 3:15:58 time: 0.0671 data_time: 0.0023 memory: 1152 loss: 1.7566 2022/11/28 19:36:55 - mmengine - INFO - Epoch(train) [85][1500/5005] lr: 2.0294e-02 eta: 3:15:51 time: 0.0677 data_time: 0.0021 memory: 1152 loss: 1.6421 2022/11/28 19:37:00 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:37:02 - mmengine - INFO - Epoch(train) [85][1600/5005] lr: 2.0273e-02 eta: 3:15:45 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.7534 2022/11/28 19:37:09 - mmengine - INFO - Epoch(train) [85][1700/5005] lr: 2.0252e-02 eta: 3:15:38 time: 0.0675 data_time: 0.0021 memory: 1152 loss: 1.7223 2022/11/28 19:37:16 - mmengine - INFO - Epoch(train) [85][1800/5005] lr: 2.0231e-02 eta: 3:15:32 time: 0.0736 data_time: 0.0020 memory: 1152 loss: 1.6933 2022/11/28 19:37:23 - mmengine - INFO - Epoch(train) [85][1900/5005] lr: 2.0210e-02 eta: 3:15:25 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.8929 2022/11/28 19:37:30 - mmengine - INFO - Epoch(train) [85][2000/5005] lr: 2.0189e-02 eta: 3:15:19 time: 0.0681 data_time: 0.0021 memory: 1152 loss: 1.6560 2022/11/28 19:37:37 - mmengine - INFO - Epoch(train) [85][2100/5005] lr: 2.0168e-02 eta: 3:15:12 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.7990 2022/11/28 19:37:44 - mmengine - INFO - Epoch(train) [85][2200/5005] lr: 2.0147e-02 eta: 3:15:06 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.6800 2022/11/28 19:37:51 - mmengine - INFO - Epoch(train) [85][2300/5005] lr: 2.0126e-02 eta: 3:14:59 time: 0.0681 data_time: 0.0023 memory: 1152 loss: 1.6061 2022/11/28 19:37:58 - mmengine - INFO - Epoch(train) [85][2400/5005] lr: 2.0105e-02 eta: 3:14:53 time: 0.0678 data_time: 0.0021 memory: 1152 loss: 1.5612 2022/11/28 19:38:05 - mmengine - INFO - Epoch(train) [85][2500/5005] lr: 2.0085e-02 eta: 3:14:46 time: 0.0683 data_time: 0.0024 memory: 1152 loss: 1.5263 2022/11/28 19:38:10 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:38:11 - mmengine - INFO - Epoch(train) [85][2600/5005] lr: 2.0064e-02 eta: 3:14:40 time: 0.0674 data_time: 0.0020 memory: 1152 loss: 1.7307 2022/11/28 19:38:18 - mmengine - INFO - Epoch(train) [85][2700/5005] lr: 2.0043e-02 eta: 3:14:33 time: 0.0683 data_time: 0.0025 memory: 1152 loss: 1.5745 2022/11/28 19:38:26 - mmengine - INFO - Epoch(train) [85][2800/5005] lr: 2.0022e-02 eta: 3:14:27 time: 0.0671 data_time: 0.0029 memory: 1152 loss: 1.5621 2022/11/28 19:38:32 - mmengine - INFO - Epoch(train) [85][2900/5005] lr: 2.0001e-02 eta: 3:14:20 time: 0.0671 data_time: 0.0022 memory: 1152 loss: 1.6561 2022/11/28 19:38:39 - mmengine - INFO - Epoch(train) [85][3000/5005] lr: 1.9980e-02 eta: 3:14:14 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 1.6438 2022/11/28 19:38:46 - mmengine - INFO - Epoch(train) [85][3100/5005] lr: 1.9959e-02 eta: 3:14:08 time: 0.0739 data_time: 0.0020 memory: 1152 loss: 1.6638 2022/11/28 19:38:53 - mmengine - INFO - Epoch(train) [85][3200/5005] lr: 1.9938e-02 eta: 3:14:01 time: 0.0676 data_time: 0.0021 memory: 1152 loss: 1.5094 2022/11/28 19:39:00 - mmengine - INFO - Epoch(train) [85][3300/5005] lr: 1.9917e-02 eta: 3:13:55 time: 0.0683 data_time: 0.0022 memory: 1152 loss: 1.5286 2022/11/28 19:39:07 - mmengine - INFO - Epoch(train) [85][3400/5005] lr: 1.9896e-02 eta: 3:13:48 time: 0.0679 data_time: 0.0021 memory: 1152 loss: 1.7048 2022/11/28 19:39:14 - mmengine - INFO - Epoch(train) [85][3500/5005] lr: 1.9875e-02 eta: 3:13:42 time: 0.0689 data_time: 0.0027 memory: 1152 loss: 1.6767 2022/11/28 19:39:20 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:39:21 - mmengine - INFO - Epoch(train) [85][3600/5005] lr: 1.9854e-02 eta: 3:13:35 time: 0.0671 data_time: 0.0027 memory: 1152 loss: 1.7549 2022/11/28 19:39:28 - mmengine - INFO - Epoch(train) [85][3700/5005] lr: 1.9834e-02 eta: 3:13:29 time: 0.0682 data_time: 0.0028 memory: 1152 loss: 1.6631 2022/11/28 19:39:35 - mmengine - INFO - Epoch(train) [85][3800/5005] lr: 1.9813e-02 eta: 3:13:22 time: 0.0672 data_time: 0.0022 memory: 1152 loss: 1.4963 2022/11/28 19:39:42 - mmengine - INFO - Epoch(train) [85][3900/5005] lr: 1.9792e-02 eta: 3:13:16 time: 0.0671 data_time: 0.0020 memory: 1152 loss: 1.7013 2022/11/28 19:39:49 - mmengine - INFO - Epoch(train) [85][4000/5005] lr: 1.9771e-02 eta: 3:13:09 time: 0.0679 data_time: 0.0021 memory: 1152 loss: 1.5480 2022/11/28 19:39:56 - mmengine - INFO - Epoch(train) [85][4100/5005] lr: 1.9750e-02 eta: 3:13:03 time: 0.0673 data_time: 0.0028 memory: 1152 loss: 1.6559 2022/11/28 19:40:03 - mmengine - INFO - Epoch(train) [85][4200/5005] lr: 1.9729e-02 eta: 3:12:56 time: 0.0759 data_time: 0.0024 memory: 1152 loss: 1.4692 2022/11/28 19:40:10 - mmengine - INFO - Epoch(train) [85][4300/5005] lr: 1.9709e-02 eta: 3:12:50 time: 0.0676 data_time: 0.0021 memory: 1152 loss: 1.8495 2022/11/28 19:40:17 - mmengine - INFO - Epoch(train) [85][4400/5005] lr: 1.9688e-02 eta: 3:12:43 time: 0.0678 data_time: 0.0022 memory: 1152 loss: 1.5762 2022/11/28 19:40:24 - mmengine - INFO - Epoch(train) [85][4500/5005] lr: 1.9667e-02 eta: 3:12:37 time: 0.0697 data_time: 0.0021 memory: 1152 loss: 1.5853 2022/11/28 19:40:29 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:40:31 - mmengine - INFO - Epoch(train) [85][4600/5005] lr: 1.9646e-02 eta: 3:12:30 time: 0.0756 data_time: 0.0021 memory: 1152 loss: 1.5312 2022/11/28 19:40:38 - mmengine - INFO - Epoch(train) [85][4700/5005] lr: 1.9625e-02 eta: 3:12:24 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.3861 2022/11/28 19:40:45 - mmengine - INFO - Epoch(train) [85][4800/5005] lr: 1.9605e-02 eta: 3:12:17 time: 0.0679 data_time: 0.0022 memory: 1152 loss: 1.5561 2022/11/28 19:40:51 - mmengine - INFO - Epoch(train) [85][4900/5005] lr: 1.9584e-02 eta: 3:12:11 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.6086 2022/11/28 19:40:58 - mmengine - INFO - Epoch(train) [85][5000/5005] lr: 1.9563e-02 eta: 3:12:04 time: 0.0678 data_time: 0.0028 memory: 1152 loss: 1.6537 2022/11/28 19:40:59 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:40:59 - mmengine - INFO - Saving checkpoint at 85 epochs 2022/11/28 19:41:04 - mmengine - INFO - Epoch(val) [85][100/196] eta: 0:00:04 time: 0.0360 data_time: 0.0254 memory: 1152 2022/11/28 19:41:17 - mmengine - INFO - Epoch(val) [85][196/196] accuracy/top1: 66.7380 accuracy/top5: 87.5520 2022/11/28 19:41:24 - mmengine - INFO - Epoch(train) [86][ 100/5005] lr: 1.9541e-02 eta: 3:11:58 time: 0.0684 data_time: 0.0021 memory: 1152 loss: 1.4338 2022/11/28 19:41:31 - mmengine - INFO - Epoch(train) [86][ 200/5005] lr: 1.9521e-02 eta: 3:11:51 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.5953 2022/11/28 19:41:38 - mmengine - INFO - Epoch(train) [86][ 300/5005] lr: 1.9500e-02 eta: 3:11:45 time: 0.0698 data_time: 0.0021 memory: 1152 loss: 1.6313 2022/11/28 19:41:45 - mmengine - INFO - Epoch(train) [86][ 400/5005] lr: 1.9479e-02 eta: 3:11:38 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.8292 2022/11/28 19:41:52 - mmengine - INFO - Epoch(train) [86][ 500/5005] lr: 1.9458e-02 eta: 3:11:32 time: 0.0678 data_time: 0.0020 memory: 1152 loss: 1.6567 2022/11/28 19:41:57 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:41:59 - mmengine - INFO - Epoch(train) [86][ 600/5005] lr: 1.9438e-02 eta: 3:11:25 time: 0.0679 data_time: 0.0021 memory: 1152 loss: 1.7656 2022/11/28 19:42:06 - mmengine - INFO - Epoch(train) [86][ 700/5005] lr: 1.9417e-02 eta: 3:11:19 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.6275 2022/11/28 19:42:12 - mmengine - INFO - Epoch(train) [86][ 800/5005] lr: 1.9396e-02 eta: 3:11:12 time: 0.0670 data_time: 0.0026 memory: 1152 loss: 1.6319 2022/11/28 19:42:19 - mmengine - INFO - Epoch(train) [86][ 900/5005] lr: 1.9376e-02 eta: 3:11:06 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.7999 2022/11/28 19:42:26 - mmengine - INFO - Epoch(train) [86][1000/5005] lr: 1.9355e-02 eta: 3:10:59 time: 0.0663 data_time: 0.0022 memory: 1152 loss: 1.3969 2022/11/28 19:42:33 - mmengine - INFO - Epoch(train) [86][1100/5005] lr: 1.9334e-02 eta: 3:10:53 time: 0.0664 data_time: 0.0022 memory: 1152 loss: 1.5841 2022/11/28 19:42:40 - mmengine - INFO - Epoch(train) [86][1200/5005] lr: 1.9314e-02 eta: 3:10:46 time: 0.0663 data_time: 0.0020 memory: 1152 loss: 1.4491 2022/11/28 19:42:47 - mmengine - INFO - Epoch(train) [86][1300/5005] lr: 1.9293e-02 eta: 3:10:40 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.6835 2022/11/28 19:42:54 - mmengine - INFO - Epoch(train) [86][1400/5005] lr: 1.9272e-02 eta: 3:10:33 time: 0.0720 data_time: 0.0023 memory: 1152 loss: 1.5744 2022/11/28 19:43:01 - mmengine - INFO - Epoch(train) [86][1500/5005] lr: 1.9252e-02 eta: 3:10:27 time: 0.0675 data_time: 0.0026 memory: 1152 loss: 1.5688 2022/11/28 19:43:06 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:43:08 - mmengine - INFO - Epoch(train) [86][1600/5005] lr: 1.9231e-02 eta: 3:10:20 time: 0.0687 data_time: 0.0020 memory: 1152 loss: 1.6564 2022/11/28 19:43:15 - mmengine - INFO - Epoch(train) [86][1700/5005] lr: 1.9211e-02 eta: 3:10:14 time: 0.0671 data_time: 0.0027 memory: 1152 loss: 1.6098 2022/11/28 19:43:22 - mmengine - INFO - Epoch(train) [86][1800/5005] lr: 1.9190e-02 eta: 3:10:07 time: 0.0677 data_time: 0.0021 memory: 1152 loss: 1.8205 2022/11/28 19:43:29 - mmengine - INFO - Epoch(train) [86][1900/5005] lr: 1.9169e-02 eta: 3:10:01 time: 0.0681 data_time: 0.0026 memory: 1152 loss: 1.7058 2022/11/28 19:43:35 - mmengine - INFO - Epoch(train) [86][2000/5005] lr: 1.9149e-02 eta: 3:09:54 time: 0.0678 data_time: 0.0027 memory: 1152 loss: 1.6631 2022/11/28 19:43:42 - mmengine - INFO - Epoch(train) [86][2100/5005] lr: 1.9128e-02 eta: 3:09:48 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.5319 2022/11/28 19:43:49 - mmengine - INFO - Epoch(train) [86][2200/5005] lr: 1.9108e-02 eta: 3:09:41 time: 0.0675 data_time: 0.0028 memory: 1152 loss: 1.7324 2022/11/28 19:43:56 - mmengine - INFO - Epoch(train) [86][2300/5005] lr: 1.9087e-02 eta: 3:09:35 time: 0.0708 data_time: 0.0021 memory: 1152 loss: 1.5922 2022/11/28 19:44:03 - mmengine - INFO - Epoch(train) [86][2400/5005] lr: 1.9067e-02 eta: 3:09:28 time: 0.0761 data_time: 0.0021 memory: 1152 loss: 1.5786 2022/11/28 19:44:10 - mmengine - INFO - Epoch(train) [86][2500/5005] lr: 1.9046e-02 eta: 3:09:22 time: 0.0666 data_time: 0.0021 memory: 1152 loss: 1.8216 2022/11/28 19:44:15 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:44:17 - mmengine - INFO - Epoch(train) [86][2600/5005] lr: 1.9025e-02 eta: 3:09:15 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.6639 2022/11/28 19:44:24 - mmengine - INFO - Epoch(train) [86][2700/5005] lr: 1.9005e-02 eta: 3:09:09 time: 0.0669 data_time: 0.0022 memory: 1152 loss: 1.5076 2022/11/28 19:44:31 - mmengine - INFO - Epoch(train) [86][2800/5005] lr: 1.8984e-02 eta: 3:09:02 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.7195 2022/11/28 19:44:38 - mmengine - INFO - Epoch(train) [86][2900/5005] lr: 1.8964e-02 eta: 3:08:56 time: 0.0673 data_time: 0.0025 memory: 1152 loss: 1.6019 2022/11/28 19:44:45 - mmengine - INFO - Epoch(train) [86][3000/5005] lr: 1.8943e-02 eta: 3:08:49 time: 0.0726 data_time: 0.0022 memory: 1152 loss: 1.6546 2022/11/28 19:44:52 - mmengine - INFO - Epoch(train) [86][3100/5005] lr: 1.8923e-02 eta: 3:08:43 time: 0.0675 data_time: 0.0028 memory: 1152 loss: 1.6600 2022/11/28 19:44:59 - mmengine - INFO - Epoch(train) [86][3200/5005] lr: 1.8902e-02 eta: 3:08:36 time: 0.0680 data_time: 0.0028 memory: 1152 loss: 1.5098 2022/11/28 19:45:05 - mmengine - INFO - Epoch(train) [86][3300/5005] lr: 1.8882e-02 eta: 3:08:30 time: 0.0676 data_time: 0.0022 memory: 1152 loss: 1.7708 2022/11/28 19:45:12 - mmengine - INFO - Epoch(train) [86][3400/5005] lr: 1.8862e-02 eta: 3:08:23 time: 0.0677 data_time: 0.0023 memory: 1152 loss: 1.7065 2022/11/28 19:45:19 - mmengine - INFO - Epoch(train) [86][3500/5005] lr: 1.8841e-02 eta: 3:08:17 time: 0.0675 data_time: 0.0026 memory: 1152 loss: 1.6319 2022/11/28 19:45:25 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:45:26 - mmengine - INFO - Epoch(train) [86][3600/5005] lr: 1.8821e-02 eta: 3:08:10 time: 0.0765 data_time: 0.0026 memory: 1152 loss: 1.6334 2022/11/28 19:45:33 - mmengine - INFO - Epoch(train) [86][3700/5005] lr: 1.8800e-02 eta: 3:08:04 time: 0.0675 data_time: 0.0021 memory: 1152 loss: 1.5886 2022/11/28 19:45:40 - mmengine - INFO - Epoch(train) [86][3800/5005] lr: 1.8780e-02 eta: 3:07:57 time: 0.0665 data_time: 0.0021 memory: 1152 loss: 1.4513 2022/11/28 19:45:47 - mmengine - INFO - Epoch(train) [86][3900/5005] lr: 1.8759e-02 eta: 3:07:51 time: 0.0665 data_time: 0.0021 memory: 1152 loss: 1.7552 2022/11/28 19:45:54 - mmengine - INFO - Epoch(train) [86][4000/5005] lr: 1.8739e-02 eta: 3:07:44 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.7958 2022/11/28 19:46:01 - mmengine - INFO - Epoch(train) [86][4100/5005] lr: 1.8718e-02 eta: 3:07:38 time: 0.0755 data_time: 0.0023 memory: 1152 loss: 1.6606 2022/11/28 19:46:08 - mmengine - INFO - Epoch(train) [86][4200/5005] lr: 1.8698e-02 eta: 3:07:31 time: 0.0722 data_time: 0.0020 memory: 1152 loss: 1.7374 2022/11/28 19:46:15 - mmengine - INFO - Epoch(train) [86][4300/5005] lr: 1.8678e-02 eta: 3:07:25 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.5337 2022/11/28 19:46:22 - mmengine - INFO - Epoch(train) [86][4400/5005] lr: 1.8657e-02 eta: 3:07:18 time: 0.0667 data_time: 0.0021 memory: 1152 loss: 1.6305 2022/11/28 19:46:29 - mmengine - INFO - Epoch(train) [86][4500/5005] lr: 1.8637e-02 eta: 3:07:12 time: 0.0684 data_time: 0.0022 memory: 1152 loss: 1.6496 2022/11/28 19:46:34 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:46:36 - mmengine - INFO - Epoch(train) [86][4600/5005] lr: 1.8617e-02 eta: 3:07:05 time: 0.0662 data_time: 0.0021 memory: 1152 loss: 1.5441 2022/11/28 19:46:42 - mmengine - INFO - Epoch(train) [86][4700/5005] lr: 1.8596e-02 eta: 3:06:59 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.7217 2022/11/28 19:46:50 - mmengine - INFO - Epoch(train) [86][4800/5005] lr: 1.8576e-02 eta: 3:06:52 time: 0.0730 data_time: 0.0020 memory: 1152 loss: 1.6143 2022/11/28 19:46:56 - mmengine - INFO - Epoch(train) [86][4900/5005] lr: 1.8556e-02 eta: 3:06:46 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.7806 2022/11/28 19:47:03 - mmengine - INFO - Epoch(train) [86][5000/5005] lr: 1.8535e-02 eta: 3:06:39 time: 0.0692 data_time: 0.0036 memory: 1152 loss: 1.6090 2022/11/28 19:47:04 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:47:04 - mmengine - INFO - Saving checkpoint at 86 epochs 2022/11/28 19:47:09 - mmengine - INFO - Epoch(val) [86][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0252 memory: 1152 2022/11/28 19:47:22 - mmengine - INFO - Epoch(val) [86][196/196] accuracy/top1: 66.7320 accuracy/top5: 87.5040 2022/11/28 19:47:29 - mmengine - INFO - Epoch(train) [87][ 100/5005] lr: 1.8514e-02 eta: 3:06:32 time: 0.0681 data_time: 0.0020 memory: 1152 loss: 1.6853 2022/11/28 19:47:36 - mmengine - INFO - Epoch(train) [87][ 200/5005] lr: 1.8494e-02 eta: 3:06:26 time: 0.0683 data_time: 0.0022 memory: 1152 loss: 1.5854 2022/11/28 19:47:43 - mmengine - INFO - Epoch(train) [87][ 300/5005] lr: 1.8473e-02 eta: 3:06:20 time: 0.0685 data_time: 0.0020 memory: 1152 loss: 1.6140 2022/11/28 19:47:50 - mmengine - INFO - Epoch(train) [87][ 400/5005] lr: 1.8453e-02 eta: 3:06:13 time: 0.0691 data_time: 0.0021 memory: 1152 loss: 1.5434 2022/11/28 19:47:57 - mmengine - INFO - Epoch(train) [87][ 500/5005] lr: 1.8433e-02 eta: 3:06:07 time: 0.0679 data_time: 0.0025 memory: 1152 loss: 1.8700 2022/11/28 19:48:02 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:48:04 - mmengine - INFO - Epoch(train) [87][ 600/5005] lr: 1.8412e-02 eta: 3:06:00 time: 0.0675 data_time: 0.0021 memory: 1152 loss: 1.4382 2022/11/28 19:48:11 - mmengine - INFO - Epoch(train) [87][ 700/5005] lr: 1.8392e-02 eta: 3:05:54 time: 0.0676 data_time: 0.0022 memory: 1152 loss: 1.5382 2022/11/28 19:48:18 - mmengine - INFO - Epoch(train) [87][ 800/5005] lr: 1.8372e-02 eta: 3:05:47 time: 0.0672 data_time: 0.0025 memory: 1152 loss: 1.6244 2022/11/28 19:48:25 - mmengine - INFO - Epoch(train) [87][ 900/5005] lr: 1.8352e-02 eta: 3:05:41 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.6048 2022/11/28 19:48:32 - mmengine - INFO - Epoch(train) [87][1000/5005] lr: 1.8331e-02 eta: 3:05:34 time: 0.0680 data_time: 0.0021 memory: 1152 loss: 1.6348 2022/11/28 19:48:39 - mmengine - INFO - Epoch(train) [87][1100/5005] lr: 1.8311e-02 eta: 3:05:28 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.5641 2022/11/28 19:48:45 - mmengine - INFO - Epoch(train) [87][1200/5005] lr: 1.8291e-02 eta: 3:05:21 time: 0.0670 data_time: 0.0022 memory: 1152 loss: 1.7689 2022/11/28 19:48:52 - mmengine - INFO - Epoch(train) [87][1300/5005] lr: 1.8271e-02 eta: 3:05:15 time: 0.0685 data_time: 0.0023 memory: 1152 loss: 1.7214 2022/11/28 19:48:59 - mmengine - INFO - Epoch(train) [87][1400/5005] lr: 1.8250e-02 eta: 3:05:08 time: 0.0668 data_time: 0.0021 memory: 1152 loss: 1.5666 2022/11/28 19:49:06 - mmengine - INFO - Epoch(train) [87][1500/5005] lr: 1.8230e-02 eta: 3:05:02 time: 0.0672 data_time: 0.0032 memory: 1152 loss: 1.6311 2022/11/28 19:49:11 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:49:13 - mmengine - INFO - Epoch(train) [87][1600/5005] lr: 1.8210e-02 eta: 3:04:55 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.7545 2022/11/28 19:49:20 - mmengine - INFO - Epoch(train) [87][1700/5005] lr: 1.8190e-02 eta: 3:04:49 time: 0.0675 data_time: 0.0024 memory: 1152 loss: 1.4293 2022/11/28 19:49:27 - mmengine - INFO - Epoch(train) [87][1800/5005] lr: 1.8170e-02 eta: 3:04:42 time: 0.0669 data_time: 0.0020 memory: 1152 loss: 1.6497 2022/11/28 19:49:34 - mmengine - INFO - Epoch(train) [87][1900/5005] lr: 1.8150e-02 eta: 3:04:36 time: 0.0679 data_time: 0.0020 memory: 1152 loss: 1.7482 2022/11/28 19:49:41 - mmengine - INFO - Epoch(train) [87][2000/5005] lr: 1.8129e-02 eta: 3:04:29 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.6538 2022/11/28 19:49:48 - mmengine - INFO - Epoch(train) [87][2100/5005] lr: 1.8109e-02 eta: 3:04:23 time: 0.0672 data_time: 0.0027 memory: 1152 loss: 1.7780 2022/11/28 19:49:55 - mmengine - INFO - Epoch(train) [87][2200/5005] lr: 1.8089e-02 eta: 3:04:16 time: 0.0687 data_time: 0.0021 memory: 1152 loss: 1.5441 2022/11/28 19:50:02 - mmengine - INFO - Epoch(train) [87][2300/5005] lr: 1.8069e-02 eta: 3:04:10 time: 0.0713 data_time: 0.0022 memory: 1152 loss: 1.3459 2022/11/28 19:50:09 - mmengine - INFO - Epoch(train) [87][2400/5005] lr: 1.8049e-02 eta: 3:04:03 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.8023 2022/11/28 19:50:16 - mmengine - INFO - Epoch(train) [87][2500/5005] lr: 1.8029e-02 eta: 3:03:57 time: 0.0665 data_time: 0.0022 memory: 1152 loss: 1.6749 2022/11/28 19:50:21 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:50:23 - mmengine - INFO - Epoch(train) [87][2600/5005] lr: 1.8009e-02 eta: 3:03:50 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.6914 2022/11/28 19:50:30 - mmengine - INFO - Epoch(train) [87][2700/5005] lr: 1.7989e-02 eta: 3:03:44 time: 0.0672 data_time: 0.0025 memory: 1152 loss: 1.5075 2022/11/28 19:50:37 - mmengine - INFO - Epoch(train) [87][2800/5005] lr: 1.7968e-02 eta: 3:03:37 time: 0.0666 data_time: 0.0021 memory: 1152 loss: 1.5915 2022/11/28 19:50:44 - mmengine - INFO - Epoch(train) [87][2900/5005] lr: 1.7948e-02 eta: 3:03:31 time: 0.0681 data_time: 0.0022 memory: 1152 loss: 1.6216 2022/11/28 19:50:51 - mmengine - INFO - Epoch(train) [87][3000/5005] lr: 1.7928e-02 eta: 3:03:24 time: 0.0678 data_time: 0.0021 memory: 1152 loss: 1.4456 2022/11/28 19:50:58 - mmengine - INFO - Epoch(train) [87][3100/5005] lr: 1.7908e-02 eta: 3:03:18 time: 0.0684 data_time: 0.0021 memory: 1152 loss: 1.5197 2022/11/28 19:51:05 - mmengine - INFO - Epoch(train) [87][3200/5005] lr: 1.7888e-02 eta: 3:03:11 time: 0.0680 data_time: 0.0022 memory: 1152 loss: 1.5357 2022/11/28 19:51:11 - mmengine - INFO - Epoch(train) [87][3300/5005] lr: 1.7868e-02 eta: 3:03:05 time: 0.0683 data_time: 0.0021 memory: 1152 loss: 1.7546 2022/11/28 19:51:18 - mmengine - INFO - Epoch(train) [87][3400/5005] lr: 1.7848e-02 eta: 3:02:58 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.4566 2022/11/28 19:51:25 - mmengine - INFO - Epoch(train) [87][3500/5005] lr: 1.7828e-02 eta: 3:02:52 time: 0.0681 data_time: 0.0021 memory: 1152 loss: 1.5374 2022/11/28 19:51:30 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:51:32 - mmengine - INFO - Epoch(train) [87][3600/5005] lr: 1.7808e-02 eta: 3:02:45 time: 0.0671 data_time: 0.0023 memory: 1152 loss: 1.6412 2022/11/28 19:51:39 - mmengine - INFO - Epoch(train) [87][3700/5005] lr: 1.7788e-02 eta: 3:02:39 time: 0.0673 data_time: 0.0028 memory: 1152 loss: 1.5066 2022/11/28 19:51:46 - mmengine - INFO - Epoch(train) [87][3800/5005] lr: 1.7768e-02 eta: 3:02:32 time: 0.0671 data_time: 0.0027 memory: 1152 loss: 1.6660 2022/11/28 19:51:53 - mmengine - INFO - Epoch(train) [87][3900/5005] lr: 1.7748e-02 eta: 3:02:26 time: 0.0667 data_time: 0.0023 memory: 1152 loss: 1.5595 2022/11/28 19:52:00 - mmengine - INFO - Epoch(train) [87][4000/5005] lr: 1.7728e-02 eta: 3:02:19 time: 0.0756 data_time: 0.0022 memory: 1152 loss: 1.6392 2022/11/28 19:52:07 - mmengine - INFO - Epoch(train) [87][4100/5005] lr: 1.7708e-02 eta: 3:02:13 time: 0.0700 data_time: 0.0020 memory: 1152 loss: 1.6388 2022/11/28 19:52:14 - mmengine - INFO - Epoch(train) [87][4200/5005] lr: 1.7688e-02 eta: 3:02:06 time: 0.0679 data_time: 0.0021 memory: 1152 loss: 1.5702 2022/11/28 19:52:21 - mmengine - INFO - Epoch(train) [87][4300/5005] lr: 1.7668e-02 eta: 3:02:00 time: 0.0672 data_time: 0.0026 memory: 1152 loss: 1.4268 2022/11/28 19:52:28 - mmengine - INFO - Epoch(train) [87][4400/5005] lr: 1.7648e-02 eta: 3:01:53 time: 0.0673 data_time: 0.0026 memory: 1152 loss: 1.4938 2022/11/28 19:52:35 - mmengine - INFO - Epoch(train) [87][4500/5005] lr: 1.7628e-02 eta: 3:01:47 time: 0.0678 data_time: 0.0021 memory: 1152 loss: 1.7979 2022/11/28 19:52:40 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:52:42 - mmengine - INFO - Epoch(train) [87][4600/5005] lr: 1.7608e-02 eta: 3:01:40 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.5013 2022/11/28 19:52:49 - mmengine - INFO - Epoch(train) [87][4700/5005] lr: 1.7588e-02 eta: 3:01:34 time: 0.0670 data_time: 0.0027 memory: 1152 loss: 1.5795 2022/11/28 19:52:56 - mmengine - INFO - Epoch(train) [87][4800/5005] lr: 1.7569e-02 eta: 3:01:27 time: 0.0664 data_time: 0.0024 memory: 1152 loss: 1.5680 2022/11/28 19:53:03 - mmengine - INFO - Epoch(train) [87][4900/5005] lr: 1.7549e-02 eta: 3:01:21 time: 0.0676 data_time: 0.0024 memory: 1152 loss: 1.4640 2022/11/28 19:53:10 - mmengine - INFO - Epoch(train) [87][5000/5005] lr: 1.7529e-02 eta: 3:01:14 time: 0.0678 data_time: 0.0036 memory: 1152 loss: 1.6879 2022/11/28 19:53:10 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:53:10 - mmengine - INFO - Saving checkpoint at 87 epochs 2022/11/28 19:53:15 - mmengine - INFO - Epoch(val) [87][100/196] eta: 0:00:04 time: 0.0402 data_time: 0.0283 memory: 1152 2022/11/28 19:53:28 - mmengine - INFO - Epoch(val) [87][196/196] accuracy/top1: 67.1200 accuracy/top5: 87.7600 2022/11/28 19:53:35 - mmengine - INFO - Epoch(train) [88][ 100/5005] lr: 1.7508e-02 eta: 3:01:07 time: 0.0686 data_time: 0.0024 memory: 1152 loss: 1.6193 2022/11/28 19:53:42 - mmengine - INFO - Epoch(train) [88][ 200/5005] lr: 1.7488e-02 eta: 3:01:01 time: 0.0674 data_time: 0.0027 memory: 1152 loss: 1.5191 2022/11/28 19:53:49 - mmengine - INFO - Epoch(train) [88][ 300/5005] lr: 1.7468e-02 eta: 3:00:55 time: 0.0700 data_time: 0.0020 memory: 1152 loss: 1.3553 2022/11/28 19:53:56 - mmengine - INFO - Epoch(train) [88][ 400/5005] lr: 1.7448e-02 eta: 3:00:48 time: 0.0675 data_time: 0.0020 memory: 1152 loss: 1.4457 2022/11/28 19:54:03 - mmengine - INFO - Epoch(train) [88][ 500/5005] lr: 1.7428e-02 eta: 3:00:42 time: 0.0687 data_time: 0.0027 memory: 1152 loss: 1.4985 2022/11/28 19:54:08 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:54:10 - mmengine - INFO - Epoch(train) [88][ 600/5005] lr: 1.7409e-02 eta: 3:00:35 time: 0.0683 data_time: 0.0022 memory: 1152 loss: 1.6600 2022/11/28 19:54:17 - mmengine - INFO - Epoch(train) [88][ 700/5005] lr: 1.7389e-02 eta: 3:00:29 time: 0.0678 data_time: 0.0021 memory: 1152 loss: 1.5924 2022/11/28 19:54:24 - mmengine - INFO - Epoch(train) [88][ 800/5005] lr: 1.7369e-02 eta: 3:00:22 time: 0.0680 data_time: 0.0022 memory: 1152 loss: 1.6400 2022/11/28 19:54:31 - mmengine - INFO - Epoch(train) [88][ 900/5005] lr: 1.7349e-02 eta: 3:00:16 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.6339 2022/11/28 19:54:38 - mmengine - INFO - Epoch(train) [88][1000/5005] lr: 1.7329e-02 eta: 3:00:09 time: 0.0677 data_time: 0.0020 memory: 1152 loss: 1.6258 2022/11/28 19:54:45 - mmengine - INFO - Epoch(train) [88][1100/5005] lr: 1.7310e-02 eta: 3:00:03 time: 0.0673 data_time: 0.0020 memory: 1152 loss: 1.3571 2022/11/28 19:54:52 - mmengine - INFO - Epoch(train) [88][1200/5005] lr: 1.7290e-02 eta: 2:59:56 time: 0.0683 data_time: 0.0022 memory: 1152 loss: 1.3945 2022/11/28 19:54:59 - mmengine - INFO - Epoch(train) [88][1300/5005] lr: 1.7270e-02 eta: 2:59:50 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.7930 2022/11/28 19:55:06 - mmengine - INFO - Epoch(train) [88][1400/5005] lr: 1.7250e-02 eta: 2:59:43 time: 0.0678 data_time: 0.0027 memory: 1152 loss: 1.5667 2022/11/28 19:55:13 - mmengine - INFO - Epoch(train) [88][1500/5005] lr: 1.7230e-02 eta: 2:59:37 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.5369 2022/11/28 19:55:18 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:55:20 - mmengine - INFO - Epoch(train) [88][1600/5005] lr: 1.7211e-02 eta: 2:59:30 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.4799 2022/11/28 19:55:27 - mmengine - INFO - Epoch(train) [88][1700/5005] lr: 1.7191e-02 eta: 2:59:24 time: 0.0673 data_time: 0.0020 memory: 1152 loss: 1.5858 2022/11/28 19:55:34 - mmengine - INFO - Epoch(train) [88][1800/5005] lr: 1.7171e-02 eta: 2:59:17 time: 0.0683 data_time: 0.0021 memory: 1152 loss: 1.5853 2022/11/28 19:55:41 - mmengine - INFO - Epoch(train) [88][1900/5005] lr: 1.7152e-02 eta: 2:59:11 time: 0.0668 data_time: 0.0021 memory: 1152 loss: 1.6723 2022/11/28 19:55:48 - mmengine - INFO - Epoch(train) [88][2000/5005] lr: 1.7132e-02 eta: 2:59:04 time: 0.0678 data_time: 0.0021 memory: 1152 loss: 1.6122 2022/11/28 19:55:55 - mmengine - INFO - Epoch(train) [88][2100/5005] lr: 1.7112e-02 eta: 2:58:58 time: 0.0665 data_time: 0.0021 memory: 1152 loss: 1.5816 2022/11/28 19:56:02 - mmengine - INFO - Epoch(train) [88][2200/5005] lr: 1.7092e-02 eta: 2:58:51 time: 0.0724 data_time: 0.0021 memory: 1152 loss: 1.8634 2022/11/28 19:56:09 - mmengine - INFO - Epoch(train) [88][2300/5005] lr: 1.7073e-02 eta: 2:58:45 time: 0.0673 data_time: 0.0023 memory: 1152 loss: 1.6251 2022/11/28 19:56:16 - mmengine - INFO - Epoch(train) [88][2400/5005] lr: 1.7053e-02 eta: 2:58:38 time: 0.0680 data_time: 0.0021 memory: 1152 loss: 1.7194 2022/11/28 19:56:23 - mmengine - INFO - Epoch(train) [88][2500/5005] lr: 1.7033e-02 eta: 2:58:32 time: 0.0675 data_time: 0.0022 memory: 1152 loss: 1.6299 2022/11/28 19:56:27 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:56:30 - mmengine - INFO - Epoch(train) [88][2600/5005] lr: 1.7014e-02 eta: 2:58:25 time: 0.0796 data_time: 0.0023 memory: 1152 loss: 1.6799 2022/11/28 19:56:37 - mmengine - INFO - Epoch(train) [88][2700/5005] lr: 1.6994e-02 eta: 2:58:19 time: 0.0667 data_time: 0.0023 memory: 1152 loss: 1.5266 2022/11/28 19:56:44 - mmengine - INFO - Epoch(train) [88][2800/5005] lr: 1.6974e-02 eta: 2:58:12 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 1.6363 2022/11/28 19:56:51 - mmengine - INFO - Epoch(train) [88][2900/5005] lr: 1.6955e-02 eta: 2:58:06 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.6256 2022/11/28 19:56:57 - mmengine - INFO - Epoch(train) [88][3000/5005] lr: 1.6935e-02 eta: 2:57:59 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 1.6942 2022/11/28 19:57:04 - mmengine - INFO - Epoch(train) [88][3100/5005] lr: 1.6916e-02 eta: 2:57:53 time: 0.0668 data_time: 0.0021 memory: 1152 loss: 1.4984 2022/11/28 19:57:11 - mmengine - INFO - Epoch(train) [88][3200/5005] lr: 1.6896e-02 eta: 2:57:46 time: 0.0663 data_time: 0.0022 memory: 1152 loss: 1.6895 2022/11/28 19:57:18 - mmengine - INFO - Epoch(train) [88][3300/5005] lr: 1.6876e-02 eta: 2:57:40 time: 0.0676 data_time: 0.0021 memory: 1152 loss: 1.8206 2022/11/28 19:57:25 - mmengine - INFO - Epoch(train) [88][3400/5005] lr: 1.6857e-02 eta: 2:57:33 time: 0.0668 data_time: 0.0021 memory: 1152 loss: 1.5580 2022/11/28 19:57:32 - mmengine - INFO - Epoch(train) [88][3500/5005] lr: 1.6837e-02 eta: 2:57:27 time: 0.0681 data_time: 0.0022 memory: 1152 loss: 1.3993 2022/11/28 19:57:37 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:57:39 - mmengine - INFO - Epoch(train) [88][3600/5005] lr: 1.6818e-02 eta: 2:57:20 time: 0.0675 data_time: 0.0021 memory: 1152 loss: 1.6481 2022/11/28 19:57:46 - mmengine - INFO - Epoch(train) [88][3700/5005] lr: 1.6798e-02 eta: 2:57:13 time: 0.0674 data_time: 0.0027 memory: 1152 loss: 1.6094 2022/11/28 19:57:53 - mmengine - INFO - Epoch(train) [88][3800/5005] lr: 1.6779e-02 eta: 2:57:07 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 1.6710 2022/11/28 19:58:00 - mmengine - INFO - Epoch(train) [88][3900/5005] lr: 1.6759e-02 eta: 2:57:00 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.4684 2022/11/28 19:58:07 - mmengine - INFO - Epoch(train) [88][4000/5005] lr: 1.6739e-02 eta: 2:56:54 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.4577 2022/11/28 19:58:14 - mmengine - INFO - Epoch(train) [88][4100/5005] lr: 1.6720e-02 eta: 2:56:48 time: 0.0687 data_time: 0.0027 memory: 1152 loss: 1.4716 2022/11/28 19:58:21 - mmengine - INFO - Epoch(train) [88][4200/5005] lr: 1.6700e-02 eta: 2:56:41 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 1.6017 2022/11/28 19:58:28 - mmengine - INFO - Epoch(train) [88][4300/5005] lr: 1.6681e-02 eta: 2:56:34 time: 0.0741 data_time: 0.0020 memory: 1152 loss: 1.7378 2022/11/28 19:58:35 - mmengine - INFO - Epoch(train) [88][4400/5005] lr: 1.6661e-02 eta: 2:56:28 time: 0.0673 data_time: 0.0027 memory: 1152 loss: 1.7093 2022/11/28 19:58:42 - mmengine - INFO - Epoch(train) [88][4500/5005] lr: 1.6642e-02 eta: 2:56:21 time: 0.0678 data_time: 0.0025 memory: 1152 loss: 1.5684 2022/11/28 19:58:46 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:58:49 - mmengine - INFO - Epoch(train) [88][4600/5005] lr: 1.6622e-02 eta: 2:56:15 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.5348 2022/11/28 19:58:56 - mmengine - INFO - Epoch(train) [88][4700/5005] lr: 1.6603e-02 eta: 2:56:08 time: 0.0678 data_time: 0.0028 memory: 1152 loss: 1.6589 2022/11/28 19:59:02 - mmengine - INFO - Epoch(train) [88][4800/5005] lr: 1.6584e-02 eta: 2:56:02 time: 0.0695 data_time: 0.0022 memory: 1152 loss: 1.4941 2022/11/28 19:59:10 - mmengine - INFO - Epoch(train) [88][4900/5005] lr: 1.6564e-02 eta: 2:55:56 time: 0.0762 data_time: 0.0023 memory: 1152 loss: 1.4229 2022/11/28 19:59:16 - mmengine - INFO - Epoch(train) [88][5000/5005] lr: 1.6545e-02 eta: 2:55:49 time: 0.0691 data_time: 0.0031 memory: 1152 loss: 1.6967 2022/11/28 19:59:17 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 19:59:17 - mmengine - INFO - Saving checkpoint at 88 epochs 2022/11/28 19:59:22 - mmengine - INFO - Epoch(val) [88][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0248 memory: 1152 2022/11/28 19:59:35 - mmengine - INFO - Epoch(val) [88][196/196] accuracy/top1: 67.2060 accuracy/top5: 87.9420 2022/11/28 19:59:42 - mmengine - INFO - Epoch(train) [89][ 100/5005] lr: 1.6524e-02 eta: 2:55:42 time: 0.0673 data_time: 0.0025 memory: 1152 loss: 1.7527 2022/11/28 19:59:49 - mmengine - INFO - Epoch(train) [89][ 200/5005] lr: 1.6505e-02 eta: 2:55:36 time: 0.0682 data_time: 0.0032 memory: 1152 loss: 1.6006 2022/11/28 19:59:56 - mmengine - INFO - Epoch(train) [89][ 300/5005] lr: 1.6485e-02 eta: 2:55:29 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.5068 2022/11/28 20:00:03 - mmengine - INFO - Epoch(train) [89][ 400/5005] lr: 1.6466e-02 eta: 2:55:23 time: 0.0697 data_time: 0.0024 memory: 1152 loss: 1.4944 2022/11/28 20:00:10 - mmengine - INFO - Epoch(train) [89][ 500/5005] lr: 1.6447e-02 eta: 2:55:16 time: 0.0683 data_time: 0.0026 memory: 1152 loss: 1.4109 2022/11/28 20:00:14 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:00:17 - mmengine - INFO - Epoch(train) [89][ 600/5005] lr: 1.6427e-02 eta: 2:55:10 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.6538 2022/11/28 20:00:24 - mmengine - INFO - Epoch(train) [89][ 700/5005] lr: 1.6408e-02 eta: 2:55:03 time: 0.0689 data_time: 0.0024 memory: 1152 loss: 1.8327 2022/11/28 20:00:31 - mmengine - INFO - Epoch(train) [89][ 800/5005] lr: 1.6388e-02 eta: 2:54:57 time: 0.0690 data_time: 0.0021 memory: 1152 loss: 1.5981 2022/11/28 20:00:38 - mmengine - INFO - Epoch(train) [89][ 900/5005] lr: 1.6369e-02 eta: 2:54:50 time: 0.0677 data_time: 0.0029 memory: 1152 loss: 1.6849 2022/11/28 20:00:45 - mmengine - INFO - Epoch(train) [89][1000/5005] lr: 1.6350e-02 eta: 2:54:44 time: 0.0737 data_time: 0.0029 memory: 1152 loss: 1.6532 2022/11/28 20:00:52 - mmengine - INFO - Epoch(train) [89][1100/5005] lr: 1.6330e-02 eta: 2:54:37 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.5122 2022/11/28 20:00:59 - mmengine - INFO - Epoch(train) [89][1200/5005] lr: 1.6311e-02 eta: 2:54:31 time: 0.0679 data_time: 0.0021 memory: 1152 loss: 1.4505 2022/11/28 20:01:06 - mmengine - INFO - Epoch(train) [89][1300/5005] lr: 1.6292e-02 eta: 2:54:24 time: 0.0678 data_time: 0.0021 memory: 1152 loss: 1.5082 2022/11/28 20:01:13 - mmengine - INFO - Epoch(train) [89][1400/5005] lr: 1.6272e-02 eta: 2:54:18 time: 0.0678 data_time: 0.0027 memory: 1152 loss: 1.6247 2022/11/28 20:01:20 - mmengine - INFO - Epoch(train) [89][1500/5005] lr: 1.6253e-02 eta: 2:54:11 time: 0.0671 data_time: 0.0023 memory: 1152 loss: 1.5256 2022/11/28 20:01:24 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:01:27 - mmengine - INFO - Epoch(train) [89][1600/5005] lr: 1.6234e-02 eta: 2:54:05 time: 0.0681 data_time: 0.0023 memory: 1152 loss: 1.4454 2022/11/28 20:01:34 - mmengine - INFO - Epoch(train) [89][1700/5005] lr: 1.6215e-02 eta: 2:53:58 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.7167 2022/11/28 20:01:41 - mmengine - INFO - Epoch(train) [89][1800/5005] lr: 1.6195e-02 eta: 2:53:52 time: 0.0682 data_time: 0.0030 memory: 1152 loss: 1.5913 2022/11/28 20:01:48 - mmengine - INFO - Epoch(train) [89][1900/5005] lr: 1.6176e-02 eta: 2:53:45 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.4698 2022/11/28 20:01:55 - mmengine - INFO - Epoch(train) [89][2000/5005] lr: 1.6157e-02 eta: 2:53:39 time: 0.0668 data_time: 0.0020 memory: 1152 loss: 1.6803 2022/11/28 20:02:02 - mmengine - INFO - Epoch(train) [89][2100/5005] lr: 1.6138e-02 eta: 2:53:32 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.6332 2022/11/28 20:02:09 - mmengine - INFO - Epoch(train) [89][2200/5005] lr: 1.6118e-02 eta: 2:53:26 time: 0.0683 data_time: 0.0020 memory: 1152 loss: 1.4924 2022/11/28 20:02:16 - mmengine - INFO - Epoch(train) [89][2300/5005] lr: 1.6099e-02 eta: 2:53:19 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 1.5630 2022/11/28 20:02:22 - mmengine - INFO - Epoch(train) [89][2400/5005] lr: 1.6080e-02 eta: 2:53:13 time: 0.0665 data_time: 0.0020 memory: 1152 loss: 1.6015 2022/11/28 20:02:29 - mmengine - INFO - Epoch(train) [89][2500/5005] lr: 1.6061e-02 eta: 2:53:06 time: 0.0669 data_time: 0.0020 memory: 1152 loss: 1.5158 2022/11/28 20:02:33 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:02:36 - mmengine - INFO - Epoch(train) [89][2600/5005] lr: 1.6041e-02 eta: 2:53:00 time: 0.0759 data_time: 0.0021 memory: 1152 loss: 1.5943 2022/11/28 20:02:43 - mmengine - INFO - Epoch(train) [89][2700/5005] lr: 1.6022e-02 eta: 2:52:53 time: 0.0675 data_time: 0.0020 memory: 1152 loss: 1.8777 2022/11/28 20:02:50 - mmengine - INFO - Epoch(train) [89][2800/5005] lr: 1.6003e-02 eta: 2:52:47 time: 0.0663 data_time: 0.0020 memory: 1152 loss: 1.5470 2022/11/28 20:02:57 - mmengine - INFO - Epoch(train) [89][2900/5005] lr: 1.5984e-02 eta: 2:52:40 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 1.6284 2022/11/28 20:03:04 - mmengine - INFO - Epoch(train) [89][3000/5005] lr: 1.5965e-02 eta: 2:52:34 time: 0.0664 data_time: 0.0022 memory: 1152 loss: 1.6781 2022/11/28 20:03:11 - mmengine - INFO - Epoch(train) [89][3100/5005] lr: 1.5946e-02 eta: 2:52:27 time: 0.0665 data_time: 0.0021 memory: 1152 loss: 1.5678 2022/11/28 20:03:18 - mmengine - INFO - Epoch(train) [89][3200/5005] lr: 1.5926e-02 eta: 2:52:21 time: 0.0683 data_time: 0.0022 memory: 1152 loss: 1.5081 2022/11/28 20:03:25 - mmengine - INFO - Epoch(train) [89][3300/5005] lr: 1.5907e-02 eta: 2:52:14 time: 0.0674 data_time: 0.0027 memory: 1152 loss: 1.8344 2022/11/28 20:03:32 - mmengine - INFO - Epoch(train) [89][3400/5005] lr: 1.5888e-02 eta: 2:52:08 time: 0.0668 data_time: 0.0020 memory: 1152 loss: 1.8041 2022/11/28 20:03:39 - mmengine - INFO - Epoch(train) [89][3500/5005] lr: 1.5869e-02 eta: 2:52:01 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.5898 2022/11/28 20:03:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:03:46 - mmengine - INFO - Epoch(train) [89][3600/5005] lr: 1.5850e-02 eta: 2:51:54 time: 0.0678 data_time: 0.0020 memory: 1152 loss: 1.4276 2022/11/28 20:03:52 - mmengine - INFO - Epoch(train) [89][3700/5005] lr: 1.5831e-02 eta: 2:51:48 time: 0.0666 data_time: 0.0024 memory: 1152 loss: 1.5472 2022/11/28 20:03:59 - mmengine - INFO - Epoch(train) [89][3800/5005] lr: 1.5812e-02 eta: 2:51:41 time: 0.0681 data_time: 0.0021 memory: 1152 loss: 1.6572 2022/11/28 20:04:06 - mmengine - INFO - Epoch(train) [89][3900/5005] lr: 1.5793e-02 eta: 2:51:35 time: 0.0667 data_time: 0.0021 memory: 1152 loss: 1.5548 2022/11/28 20:04:13 - mmengine - INFO - Epoch(train) [89][4000/5005] lr: 1.5774e-02 eta: 2:51:28 time: 0.0673 data_time: 0.0019 memory: 1152 loss: 1.5821 2022/11/28 20:04:20 - mmengine - INFO - Epoch(train) [89][4100/5005] lr: 1.5755e-02 eta: 2:51:22 time: 0.0684 data_time: 0.0020 memory: 1152 loss: 1.6386 2022/11/28 20:04:27 - mmengine - INFO - Epoch(train) [89][4200/5005] lr: 1.5735e-02 eta: 2:51:15 time: 0.0664 data_time: 0.0021 memory: 1152 loss: 1.4901 2022/11/28 20:04:34 - mmengine - INFO - Epoch(train) [89][4300/5005] lr: 1.5716e-02 eta: 2:51:09 time: 0.0772 data_time: 0.0020 memory: 1152 loss: 1.3705 2022/11/28 20:04:41 - mmengine - INFO - Epoch(train) [89][4400/5005] lr: 1.5697e-02 eta: 2:51:02 time: 0.0681 data_time: 0.0019 memory: 1152 loss: 1.7793 2022/11/28 20:04:48 - mmengine - INFO - Epoch(train) [89][4500/5005] lr: 1.5678e-02 eta: 2:50:56 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.4480 2022/11/28 20:04:52 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:04:55 - mmengine - INFO - Epoch(train) [89][4600/5005] lr: 1.5659e-02 eta: 2:50:49 time: 0.0675 data_time: 0.0020 memory: 1152 loss: 1.4909 2022/11/28 20:05:02 - mmengine - INFO - Epoch(train) [89][4700/5005] lr: 1.5640e-02 eta: 2:50:43 time: 0.0686 data_time: 0.0020 memory: 1152 loss: 1.8625 2022/11/28 20:05:09 - mmengine - INFO - Epoch(train) [89][4800/5005] lr: 1.5621e-02 eta: 2:50:36 time: 0.0687 data_time: 0.0021 memory: 1152 loss: 1.6672 2022/11/28 20:05:16 - mmengine - INFO - Epoch(train) [89][4900/5005] lr: 1.5602e-02 eta: 2:50:30 time: 0.0681 data_time: 0.0021 memory: 1152 loss: 1.5153 2022/11/28 20:05:23 - mmengine - INFO - Epoch(train) [89][5000/5005] lr: 1.5583e-02 eta: 2:50:23 time: 0.0675 data_time: 0.0031 memory: 1152 loss: 1.7128 2022/11/28 20:05:23 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:05:23 - mmengine - INFO - Saving checkpoint at 89 epochs 2022/11/28 20:05:28 - mmengine - INFO - Epoch(val) [89][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0246 memory: 1152 2022/11/28 20:05:41 - mmengine - INFO - Epoch(val) [89][196/196] accuracy/top1: 67.6240 accuracy/top5: 88.0380 2022/11/28 20:05:48 - mmengine - INFO - Epoch(train) [90][ 100/5005] lr: 1.5563e-02 eta: 2:50:17 time: 0.0689 data_time: 0.0021 memory: 1152 loss: 1.6318 2022/11/28 20:05:55 - mmengine - INFO - Epoch(train) [90][ 200/5005] lr: 1.5545e-02 eta: 2:50:10 time: 0.0689 data_time: 0.0019 memory: 1152 loss: 1.5331 2022/11/28 20:06:02 - mmengine - INFO - Epoch(train) [90][ 300/5005] lr: 1.5526e-02 eta: 2:50:03 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 1.5975 2022/11/28 20:06:09 - mmengine - INFO - Epoch(train) [90][ 400/5005] lr: 1.5507e-02 eta: 2:49:57 time: 0.0668 data_time: 0.0021 memory: 1152 loss: 1.4213 2022/11/28 20:06:16 - mmengine - INFO - Epoch(train) [90][ 500/5005] lr: 1.5488e-02 eta: 2:49:50 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.5839 2022/11/28 20:06:20 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:06:23 - mmengine - INFO - Epoch(train) [90][ 600/5005] lr: 1.5469e-02 eta: 2:49:44 time: 0.0671 data_time: 0.0022 memory: 1152 loss: 1.4839 2022/11/28 20:06:30 - mmengine - INFO - Epoch(train) [90][ 700/5005] lr: 1.5450e-02 eta: 2:49:37 time: 0.0677 data_time: 0.0024 memory: 1152 loss: 1.4471 2022/11/28 20:06:37 - mmengine - INFO - Epoch(train) [90][ 800/5005] lr: 1.5431e-02 eta: 2:49:31 time: 0.0694 data_time: 0.0029 memory: 1152 loss: 1.6284 2022/11/28 20:06:44 - mmengine - INFO - Epoch(train) [90][ 900/5005] lr: 1.5412e-02 eta: 2:49:24 time: 0.0670 data_time: 0.0023 memory: 1152 loss: 1.4962 2022/11/28 20:06:51 - mmengine - INFO - Epoch(train) [90][1000/5005] lr: 1.5393e-02 eta: 2:49:18 time: 0.0680 data_time: 0.0025 memory: 1152 loss: 1.5830 2022/11/28 20:06:58 - mmengine - INFO - Epoch(train) [90][1100/5005] lr: 1.5374e-02 eta: 2:49:11 time: 0.0668 data_time: 0.0020 memory: 1152 loss: 1.5095 2022/11/28 20:07:05 - mmengine - INFO - Epoch(train) [90][1200/5005] lr: 1.5355e-02 eta: 2:49:05 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.4377 2022/11/28 20:07:12 - mmengine - INFO - Epoch(train) [90][1300/5005] lr: 1.5337e-02 eta: 2:48:58 time: 0.0677 data_time: 0.0021 memory: 1152 loss: 1.5033 2022/11/28 20:07:19 - mmengine - INFO - Epoch(train) [90][1400/5005] lr: 1.5318e-02 eta: 2:48:52 time: 0.0673 data_time: 0.0020 memory: 1152 loss: 1.5194 2022/11/28 20:07:26 - mmengine - INFO - Epoch(train) [90][1500/5005] lr: 1.5299e-02 eta: 2:48:45 time: 0.0676 data_time: 0.0020 memory: 1152 loss: 1.4314 2022/11/28 20:07:29 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:07:33 - mmengine - INFO - Epoch(train) [90][1600/5005] lr: 1.5280e-02 eta: 2:48:39 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.7825 2022/11/28 20:07:39 - mmengine - INFO - Epoch(train) [90][1700/5005] lr: 1.5261e-02 eta: 2:48:32 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 1.6256 2022/11/28 20:07:46 - mmengine - INFO - Epoch(train) [90][1800/5005] lr: 1.5243e-02 eta: 2:48:26 time: 0.0681 data_time: 0.0020 memory: 1152 loss: 1.6560 2022/11/28 20:07:53 - mmengine - INFO - Epoch(train) [90][1900/5005] lr: 1.5224e-02 eta: 2:48:19 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.4828 2022/11/28 20:08:00 - mmengine - INFO - Epoch(train) [90][2000/5005] lr: 1.5205e-02 eta: 2:48:13 time: 0.0678 data_time: 0.0020 memory: 1152 loss: 1.5025 2022/11/28 20:08:07 - mmengine - INFO - Epoch(train) [90][2100/5005] lr: 1.5186e-02 eta: 2:48:06 time: 0.0749 data_time: 0.0020 memory: 1152 loss: 1.6916 2022/11/28 20:08:14 - mmengine - INFO - Epoch(train) [90][2200/5005] lr: 1.5167e-02 eta: 2:48:00 time: 0.0667 data_time: 0.0020 memory: 1152 loss: 1.5760 2022/11/28 20:08:21 - mmengine - INFO - Epoch(train) [90][2300/5005] lr: 1.5149e-02 eta: 2:47:53 time: 0.0665 data_time: 0.0021 memory: 1152 loss: 1.6142 2022/11/28 20:08:28 - mmengine - INFO - Epoch(train) [90][2400/5005] lr: 1.5130e-02 eta: 2:47:47 time: 0.0663 data_time: 0.0021 memory: 1152 loss: 1.6800 2022/11/28 20:08:35 - mmengine - INFO - Epoch(train) [90][2500/5005] lr: 1.5111e-02 eta: 2:47:40 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.6041 2022/11/28 20:08:39 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:08:42 - mmengine - INFO - Epoch(train) [90][2600/5005] lr: 1.5092e-02 eta: 2:47:34 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.5157 2022/11/28 20:08:49 - mmengine - INFO - Epoch(train) [90][2700/5005] lr: 1.5074e-02 eta: 2:47:27 time: 0.0682 data_time: 0.0024 memory: 1152 loss: 1.6048 2022/11/28 20:08:56 - mmengine - INFO - Epoch(train) [90][2800/5005] lr: 1.5055e-02 eta: 2:47:20 time: 0.0666 data_time: 0.0028 memory: 1152 loss: 1.9330 2022/11/28 20:09:02 - mmengine - INFO - Epoch(train) [90][2900/5005] lr: 1.5036e-02 eta: 2:47:14 time: 0.0667 data_time: 0.0021 memory: 1152 loss: 1.6019 2022/11/28 20:09:09 - mmengine - INFO - Epoch(train) [90][3000/5005] lr: 1.5018e-02 eta: 2:47:07 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.6127 2022/11/28 20:09:16 - mmengine - INFO - Epoch(train) [90][3100/5005] lr: 1.4999e-02 eta: 2:47:01 time: 0.0670 data_time: 0.0020 memory: 1152 loss: 1.6898 2022/11/28 20:09:23 - mmengine - INFO - Epoch(train) [90][3200/5005] lr: 1.4980e-02 eta: 2:46:54 time: 0.0666 data_time: 0.0021 memory: 1152 loss: 1.5765 2022/11/28 20:09:30 - mmengine - INFO - Epoch(train) [90][3300/5005] lr: 1.4962e-02 eta: 2:46:48 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 1.5650 2022/11/28 20:09:37 - mmengine - INFO - Epoch(train) [90][3400/5005] lr: 1.4943e-02 eta: 2:46:41 time: 0.0677 data_time: 0.0020 memory: 1152 loss: 1.6542 2022/11/28 20:09:44 - mmengine - INFO - Epoch(train) [90][3500/5005] lr: 1.4924e-02 eta: 2:46:35 time: 0.0678 data_time: 0.0028 memory: 1152 loss: 1.4636 2022/11/28 20:09:48 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:09:51 - mmengine - INFO - Epoch(train) [90][3600/5005] lr: 1.4906e-02 eta: 2:46:28 time: 0.0680 data_time: 0.0021 memory: 1152 loss: 1.5557 2022/11/28 20:09:58 - mmengine - INFO - Epoch(train) [90][3700/5005] lr: 1.4887e-02 eta: 2:46:22 time: 0.0674 data_time: 0.0027 memory: 1152 loss: 1.7272 2022/11/28 20:10:05 - mmengine - INFO - Epoch(train) [90][3800/5005] lr: 1.4868e-02 eta: 2:46:15 time: 0.0665 data_time: 0.0022 memory: 1152 loss: 1.6610 2022/11/28 20:10:12 - mmengine - INFO - Epoch(train) [90][3900/5005] lr: 1.4850e-02 eta: 2:46:09 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.5302 2022/11/28 20:10:19 - mmengine - INFO - Epoch(train) [90][4000/5005] lr: 1.4831e-02 eta: 2:46:02 time: 0.0687 data_time: 0.0024 memory: 1152 loss: 1.5969 2022/11/28 20:10:26 - mmengine - INFO - Epoch(train) [90][4100/5005] lr: 1.4813e-02 eta: 2:45:56 time: 0.0679 data_time: 0.0022 memory: 1152 loss: 1.3466 2022/11/28 20:10:33 - mmengine - INFO - Epoch(train) [90][4200/5005] lr: 1.4794e-02 eta: 2:45:49 time: 0.0680 data_time: 0.0023 memory: 1152 loss: 1.5792 2022/11/28 20:10:40 - mmengine - INFO - Epoch(train) [90][4300/5005] lr: 1.4775e-02 eta: 2:45:43 time: 0.0672 data_time: 0.0022 memory: 1152 loss: 1.4238 2022/11/28 20:10:47 - mmengine - INFO - Epoch(train) [90][4400/5005] lr: 1.4757e-02 eta: 2:45:36 time: 0.0680 data_time: 0.0021 memory: 1152 loss: 1.4355 2022/11/28 20:10:54 - mmengine - INFO - Epoch(train) [90][4500/5005] lr: 1.4738e-02 eta: 2:45:30 time: 0.0744 data_time: 0.0023 memory: 1152 loss: 1.6330 2022/11/28 20:10:58 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:11:01 - mmengine - INFO - Epoch(train) [90][4600/5005] lr: 1.4720e-02 eta: 2:45:23 time: 0.0674 data_time: 0.0027 memory: 1152 loss: 1.6683 2022/11/28 20:11:08 - mmengine - INFO - Epoch(train) [90][4700/5005] lr: 1.4701e-02 eta: 2:45:17 time: 0.0690 data_time: 0.0026 memory: 1152 loss: 1.4968 2022/11/28 20:11:15 - mmengine - INFO - Epoch(train) [90][4800/5005] lr: 1.4683e-02 eta: 2:45:10 time: 0.0686 data_time: 0.0030 memory: 1152 loss: 1.5228 2022/11/28 20:11:22 - mmengine - INFO - Epoch(train) [90][4900/5005] lr: 1.4664e-02 eta: 2:45:04 time: 0.0678 data_time: 0.0022 memory: 1152 loss: 1.5667 2022/11/28 20:11:29 - mmengine - INFO - Epoch(train) [90][5000/5005] lr: 1.4646e-02 eta: 2:44:57 time: 0.0675 data_time: 0.0031 memory: 1152 loss: 1.5260 2022/11/28 20:11:29 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:11:29 - mmengine - INFO - Saving checkpoint at 90 epochs 2022/11/28 20:11:34 - mmengine - INFO - Epoch(val) [90][100/196] eta: 0:00:03 time: 0.0378 data_time: 0.0271 memory: 1152 2022/11/28 20:11:47 - mmengine - INFO - Epoch(val) [90][196/196] accuracy/top1: 67.7000 accuracy/top5: 88.0120 2022/11/28 20:11:54 - mmengine - INFO - Epoch(train) [91][ 100/5005] lr: 1.4626e-02 eta: 2:44:50 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.4125 2022/11/28 20:12:01 - mmengine - INFO - Epoch(train) [91][ 200/5005] lr: 1.4608e-02 eta: 2:44:44 time: 0.0677 data_time: 0.0021 memory: 1152 loss: 1.4420 2022/11/28 20:12:08 - mmengine - INFO - Epoch(train) [91][ 300/5005] lr: 1.4589e-02 eta: 2:44:37 time: 0.0668 data_time: 0.0022 memory: 1152 loss: 1.3503 2022/11/28 20:12:15 - mmengine - INFO - Epoch(train) [91][ 400/5005] lr: 1.4571e-02 eta: 2:44:31 time: 0.0684 data_time: 0.0030 memory: 1152 loss: 1.4569 2022/11/28 20:12:22 - mmengine - INFO - Epoch(train) [91][ 500/5005] lr: 1.4552e-02 eta: 2:44:24 time: 0.0680 data_time: 0.0025 memory: 1152 loss: 1.5025 2022/11/28 20:12:25 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:12:29 - mmengine - INFO - Epoch(train) [91][ 600/5005] lr: 1.4534e-02 eta: 2:44:18 time: 0.0680 data_time: 0.0029 memory: 1152 loss: 1.4333 2022/11/28 20:12:36 - mmengine - INFO - Epoch(train) [91][ 700/5005] lr: 1.4516e-02 eta: 2:44:11 time: 0.0668 data_time: 0.0021 memory: 1152 loss: 1.7370 2022/11/28 20:12:42 - mmengine - INFO - Epoch(train) [91][ 800/5005] lr: 1.4497e-02 eta: 2:44:05 time: 0.0677 data_time: 0.0020 memory: 1152 loss: 1.5456 2022/11/28 20:12:49 - mmengine - INFO - Epoch(train) [91][ 900/5005] lr: 1.4479e-02 eta: 2:43:58 time: 0.0671 data_time: 0.0027 memory: 1152 loss: 1.4224 2022/11/28 20:12:56 - mmengine - INFO - Epoch(train) [91][1000/5005] lr: 1.4460e-02 eta: 2:43:52 time: 0.0707 data_time: 0.0028 memory: 1152 loss: 1.6536 2022/11/28 20:13:03 - mmengine - INFO - Epoch(train) [91][1100/5005] lr: 1.4442e-02 eta: 2:43:45 time: 0.0667 data_time: 0.0020 memory: 1152 loss: 1.6031 2022/11/28 20:13:10 - mmengine - INFO - Epoch(train) [91][1200/5005] lr: 1.4424e-02 eta: 2:43:38 time: 0.0671 data_time: 0.0025 memory: 1152 loss: 1.8344 2022/11/28 20:13:17 - mmengine - INFO - Epoch(train) [91][1300/5005] lr: 1.4405e-02 eta: 2:43:32 time: 0.0729 data_time: 0.0024 memory: 1152 loss: 1.5267 2022/11/28 20:13:24 - mmengine - INFO - Epoch(train) [91][1400/5005] lr: 1.4387e-02 eta: 2:43:25 time: 0.0678 data_time: 0.0023 memory: 1152 loss: 1.3353 2022/11/28 20:13:31 - mmengine - INFO - Epoch(train) [91][1500/5005] lr: 1.4369e-02 eta: 2:43:19 time: 0.0699 data_time: 0.0030 memory: 1152 loss: 1.4275 2022/11/28 20:13:35 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:13:38 - mmengine - INFO - Epoch(train) [91][1600/5005] lr: 1.4350e-02 eta: 2:43:12 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.2928 2022/11/28 20:13:45 - mmengine - INFO - Epoch(train) [91][1700/5005] lr: 1.4332e-02 eta: 2:43:06 time: 0.0673 data_time: 0.0020 memory: 1152 loss: 1.7147 2022/11/28 20:13:52 - mmengine - INFO - Epoch(train) [91][1800/5005] lr: 1.4314e-02 eta: 2:42:59 time: 0.0702 data_time: 0.0022 memory: 1152 loss: 1.5677 2022/11/28 20:13:59 - mmengine - INFO - Epoch(train) [91][1900/5005] lr: 1.4295e-02 eta: 2:42:53 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.5005 2022/11/28 20:14:06 - mmengine - INFO - Epoch(train) [91][2000/5005] lr: 1.4277e-02 eta: 2:42:46 time: 0.0672 data_time: 0.0023 memory: 1152 loss: 1.8077 2022/11/28 20:14:13 - mmengine - INFO - Epoch(train) [91][2100/5005] lr: 1.4259e-02 eta: 2:42:40 time: 0.0675 data_time: 0.0025 memory: 1152 loss: 1.4175 2022/11/28 20:14:19 - mmengine - INFO - Epoch(train) [91][2200/5005] lr: 1.4240e-02 eta: 2:42:33 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 1.5005 2022/11/28 20:14:26 - mmengine - INFO - Epoch(train) [91][2300/5005] lr: 1.4222e-02 eta: 2:42:27 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 1.6217 2022/11/28 20:14:33 - mmengine - INFO - Epoch(train) [91][2400/5005] lr: 1.4204e-02 eta: 2:42:20 time: 0.0676 data_time: 0.0023 memory: 1152 loss: 1.6011 2022/11/28 20:14:40 - mmengine - INFO - Epoch(train) [91][2500/5005] lr: 1.4186e-02 eta: 2:42:14 time: 0.0675 data_time: 0.0027 memory: 1152 loss: 1.5859 2022/11/28 20:14:44 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:14:47 - mmengine - INFO - Epoch(train) [91][2600/5005] lr: 1.4167e-02 eta: 2:42:07 time: 0.0676 data_time: 0.0026 memory: 1152 loss: 1.4596 2022/11/28 20:14:54 - mmengine - INFO - Epoch(train) [91][2700/5005] lr: 1.4149e-02 eta: 2:42:01 time: 0.0678 data_time: 0.0030 memory: 1152 loss: 1.6326 2022/11/28 20:15:01 - mmengine - INFO - Epoch(train) [91][2800/5005] lr: 1.4131e-02 eta: 2:41:54 time: 0.0718 data_time: 0.0023 memory: 1152 loss: 1.6851 2022/11/28 20:15:08 - mmengine - INFO - Epoch(train) [91][2900/5005] lr: 1.4113e-02 eta: 2:41:47 time: 0.0676 data_time: 0.0029 memory: 1152 loss: 1.5521 2022/11/28 20:15:15 - mmengine - INFO - Epoch(train) [91][3000/5005] lr: 1.4094e-02 eta: 2:41:41 time: 0.0663 data_time: 0.0022 memory: 1152 loss: 1.7464 2022/11/28 20:15:22 - mmengine - INFO - Epoch(train) [91][3100/5005] lr: 1.4076e-02 eta: 2:41:34 time: 0.0668 data_time: 0.0022 memory: 1152 loss: 1.4267 2022/11/28 20:15:29 - mmengine - INFO - Epoch(train) [91][3200/5005] lr: 1.4058e-02 eta: 2:41:28 time: 0.0683 data_time: 0.0029 memory: 1152 loss: 1.5229 2022/11/28 20:15:36 - mmengine - INFO - Epoch(train) [91][3300/5005] lr: 1.4040e-02 eta: 2:41:21 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.7169 2022/11/28 20:15:43 - mmengine - INFO - Epoch(train) [91][3400/5005] lr: 1.4022e-02 eta: 2:41:15 time: 0.0667 data_time: 0.0021 memory: 1152 loss: 1.5650 2022/11/28 20:15:49 - mmengine - INFO - Epoch(train) [91][3500/5005] lr: 1.4004e-02 eta: 2:41:08 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.5776 2022/11/28 20:15:53 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:15:56 - mmengine - INFO - Epoch(train) [91][3600/5005] lr: 1.3985e-02 eta: 2:41:02 time: 0.0806 data_time: 0.0020 memory: 1152 loss: 1.4406 2022/11/28 20:16:03 - mmengine - INFO - Epoch(train) [91][3700/5005] lr: 1.3967e-02 eta: 2:40:55 time: 0.0675 data_time: 0.0022 memory: 1152 loss: 1.4918 2022/11/28 20:16:10 - mmengine - INFO - Epoch(train) [91][3800/5005] lr: 1.3949e-02 eta: 2:40:49 time: 0.0681 data_time: 0.0020 memory: 1152 loss: 1.6486 2022/11/28 20:16:18 - mmengine - INFO - Epoch(train) [91][3900/5005] lr: 1.3931e-02 eta: 2:40:42 time: 0.0672 data_time: 0.0022 memory: 1152 loss: 1.7532 2022/11/28 20:16:25 - mmengine - INFO - Epoch(train) [91][4000/5005] lr: 1.3913e-02 eta: 2:40:36 time: 0.0752 data_time: 0.0021 memory: 1152 loss: 1.6754 2022/11/28 20:16:32 - mmengine - INFO - Epoch(train) [91][4100/5005] lr: 1.3895e-02 eta: 2:40:29 time: 0.0688 data_time: 0.0022 memory: 1152 loss: 1.5050 2022/11/28 20:16:38 - mmengine - INFO - Epoch(train) [91][4200/5005] lr: 1.3877e-02 eta: 2:40:23 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.6430 2022/11/28 20:16:45 - mmengine - INFO - Epoch(train) [91][4300/5005] lr: 1.3859e-02 eta: 2:40:16 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.7292 2022/11/28 20:16:52 - mmengine - INFO - Epoch(train) [91][4400/5005] lr: 1.3841e-02 eta: 2:40:10 time: 0.0672 data_time: 0.0027 memory: 1152 loss: 1.5097 2022/11/28 20:16:59 - mmengine - INFO - Epoch(train) [91][4500/5005] lr: 1.3823e-02 eta: 2:40:03 time: 0.0667 data_time: 0.0021 memory: 1152 loss: 1.4839 2022/11/28 20:17:03 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:17:06 - mmengine - INFO - Epoch(train) [91][4600/5005] lr: 1.3804e-02 eta: 2:39:56 time: 0.0676 data_time: 0.0021 memory: 1152 loss: 1.6788 2022/11/28 20:17:13 - mmengine - INFO - Epoch(train) [91][4700/5005] lr: 1.3786e-02 eta: 2:39:50 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 1.4785 2022/11/28 20:17:20 - mmengine - INFO - Epoch(train) [91][4800/5005] lr: 1.3768e-02 eta: 2:39:43 time: 0.0667 data_time: 0.0022 memory: 1152 loss: 1.6782 2022/11/28 20:17:27 - mmengine - INFO - Epoch(train) [91][4900/5005] lr: 1.3750e-02 eta: 2:39:37 time: 0.0678 data_time: 0.0022 memory: 1152 loss: 1.5725 2022/11/28 20:17:33 - mmengine - INFO - Epoch(train) [91][5000/5005] lr: 1.3732e-02 eta: 2:39:30 time: 0.0675 data_time: 0.0031 memory: 1152 loss: 1.4939 2022/11/28 20:17:34 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:17:34 - mmengine - INFO - Saving checkpoint at 91 epochs 2022/11/28 20:17:39 - mmengine - INFO - Epoch(val) [91][100/196] eta: 0:00:03 time: 0.0364 data_time: 0.0255 memory: 1152 2022/11/28 20:17:52 - mmengine - INFO - Epoch(val) [91][196/196] accuracy/top1: 68.3100 accuracy/top5: 88.5660 2022/11/28 20:18:00 - mmengine - INFO - Epoch(train) [92][ 100/5005] lr: 1.3713e-02 eta: 2:39:24 time: 0.0679 data_time: 0.0021 memory: 1152 loss: 1.4793 2022/11/28 20:18:06 - mmengine - INFO - Epoch(train) [92][ 200/5005] lr: 1.3695e-02 eta: 2:39:17 time: 0.0679 data_time: 0.0025 memory: 1152 loss: 1.3969 2022/11/28 20:18:13 - mmengine - INFO - Epoch(train) [92][ 300/5005] lr: 1.3677e-02 eta: 2:39:10 time: 0.0673 data_time: 0.0027 memory: 1152 loss: 1.4441 2022/11/28 20:18:20 - mmengine - INFO - Epoch(train) [92][ 400/5005] lr: 1.3660e-02 eta: 2:39:04 time: 0.0673 data_time: 0.0020 memory: 1152 loss: 1.3480 2022/11/28 20:18:27 - mmengine - INFO - Epoch(train) [92][ 500/5005] lr: 1.3642e-02 eta: 2:38:57 time: 0.0675 data_time: 0.0028 memory: 1152 loss: 1.5861 2022/11/28 20:18:30 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:18:34 - mmengine - INFO - Epoch(train) [92][ 600/5005] lr: 1.3624e-02 eta: 2:38:51 time: 0.0683 data_time: 0.0022 memory: 1152 loss: 1.6840 2022/11/28 20:18:41 - mmengine - INFO - Epoch(train) [92][ 700/5005] lr: 1.3606e-02 eta: 2:38:44 time: 0.0767 data_time: 0.0020 memory: 1152 loss: 1.5035 2022/11/28 20:18:48 - mmengine - INFO - Epoch(train) [92][ 800/5005] lr: 1.3588e-02 eta: 2:38:38 time: 0.0676 data_time: 0.0023 memory: 1152 loss: 1.4474 2022/11/28 20:18:55 - mmengine - INFO - Epoch(train) [92][ 900/5005] lr: 1.3570e-02 eta: 2:38:31 time: 0.0660 data_time: 0.0020 memory: 1152 loss: 1.5346 2022/11/28 20:19:02 - mmengine - INFO - Epoch(train) [92][1000/5005] lr: 1.3552e-02 eta: 2:38:25 time: 0.0679 data_time: 0.0028 memory: 1152 loss: 1.4417 2022/11/28 20:19:09 - mmengine - INFO - Epoch(train) [92][1100/5005] lr: 1.3534e-02 eta: 2:38:18 time: 0.0675 data_time: 0.0021 memory: 1152 loss: 1.5158 2022/11/28 20:19:16 - mmengine - INFO - Epoch(train) [92][1200/5005] lr: 1.3516e-02 eta: 2:38:12 time: 0.0765 data_time: 0.0023 memory: 1152 loss: 1.6816 2022/11/28 20:19:23 - mmengine - INFO - Epoch(train) [92][1300/5005] lr: 1.3498e-02 eta: 2:38:05 time: 0.0667 data_time: 0.0020 memory: 1152 loss: 1.4284 2022/11/28 20:19:30 - mmengine - INFO - Epoch(train) [92][1400/5005] lr: 1.3480e-02 eta: 2:37:59 time: 0.0680 data_time: 0.0021 memory: 1152 loss: 1.5748 2022/11/28 20:19:36 - mmengine - INFO - Epoch(train) [92][1500/5005] lr: 1.3463e-02 eta: 2:37:52 time: 0.0678 data_time: 0.0022 memory: 1152 loss: 1.6840 2022/11/28 20:19:40 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:19:43 - mmengine - INFO - Epoch(train) [92][1600/5005] lr: 1.3445e-02 eta: 2:37:46 time: 0.0675 data_time: 0.0022 memory: 1152 loss: 1.4949 2022/11/28 20:19:50 - mmengine - INFO - Epoch(train) [92][1700/5005] lr: 1.3427e-02 eta: 2:37:39 time: 0.0676 data_time: 0.0020 memory: 1152 loss: 1.2105 2022/11/28 20:19:57 - mmengine - INFO - Epoch(train) [92][1800/5005] lr: 1.3409e-02 eta: 2:37:32 time: 0.0675 data_time: 0.0021 memory: 1152 loss: 1.3841 2022/11/28 20:20:04 - mmengine - INFO - Epoch(train) [92][1900/5005] lr: 1.3391e-02 eta: 2:37:26 time: 0.0680 data_time: 0.0022 memory: 1152 loss: 1.6528 2022/11/28 20:20:11 - mmengine - INFO - Epoch(train) [92][2000/5005] lr: 1.3373e-02 eta: 2:37:19 time: 0.0670 data_time: 0.0022 memory: 1152 loss: 1.6408 2022/11/28 20:20:18 - mmengine - INFO - Epoch(train) [92][2100/5005] lr: 1.3356e-02 eta: 2:37:13 time: 0.0683 data_time: 0.0021 memory: 1152 loss: 1.5455 2022/11/28 20:20:25 - mmengine - INFO - Epoch(train) [92][2200/5005] lr: 1.3338e-02 eta: 2:37:06 time: 0.0670 data_time: 0.0023 memory: 1152 loss: 1.6395 2022/11/28 20:20:32 - mmengine - INFO - Epoch(train) [92][2300/5005] lr: 1.3320e-02 eta: 2:37:00 time: 0.0664 data_time: 0.0021 memory: 1152 loss: 1.5972 2022/11/28 20:20:39 - mmengine - INFO - Epoch(train) [92][2400/5005] lr: 1.3302e-02 eta: 2:36:53 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.5595 2022/11/28 20:20:46 - mmengine - INFO - Epoch(train) [92][2500/5005] lr: 1.3284e-02 eta: 2:36:47 time: 0.0744 data_time: 0.0021 memory: 1152 loss: 1.5197 2022/11/28 20:20:49 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:20:53 - mmengine - INFO - Epoch(train) [92][2600/5005] lr: 1.3267e-02 eta: 2:36:40 time: 0.0671 data_time: 0.0020 memory: 1152 loss: 1.4103 2022/11/28 20:20:59 - mmengine - INFO - Epoch(train) [92][2700/5005] lr: 1.3249e-02 eta: 2:36:34 time: 0.0672 data_time: 0.0023 memory: 1152 loss: 1.4060 2022/11/28 20:21:06 - mmengine - INFO - Epoch(train) [92][2800/5005] lr: 1.3231e-02 eta: 2:36:27 time: 0.0668 data_time: 0.0021 memory: 1152 loss: 1.4408 2022/11/28 20:21:13 - mmengine - INFO - Epoch(train) [92][2900/5005] lr: 1.3214e-02 eta: 2:36:21 time: 0.0666 data_time: 0.0024 memory: 1152 loss: 1.5514 2022/11/28 20:21:20 - mmengine - INFO - Epoch(train) [92][3000/5005] lr: 1.3196e-02 eta: 2:36:14 time: 0.0683 data_time: 0.0026 memory: 1152 loss: 1.4311 2022/11/28 20:21:27 - mmengine - INFO - Epoch(train) [92][3100/5005] lr: 1.3178e-02 eta: 2:36:07 time: 0.0678 data_time: 0.0026 memory: 1152 loss: 1.5820 2022/11/28 20:21:34 - mmengine - INFO - Epoch(train) [92][3200/5005] lr: 1.3160e-02 eta: 2:36:01 time: 0.0677 data_time: 0.0023 memory: 1152 loss: 1.4136 2022/11/28 20:21:41 - mmengine - INFO - Epoch(train) [92][3300/5005] lr: 1.3143e-02 eta: 2:35:54 time: 0.0671 data_time: 0.0022 memory: 1152 loss: 1.5784 2022/11/28 20:21:48 - mmengine - INFO - Epoch(train) [92][3400/5005] lr: 1.3125e-02 eta: 2:35:48 time: 0.0667 data_time: 0.0025 memory: 1152 loss: 1.4760 2022/11/28 20:21:55 - mmengine - INFO - Epoch(train) [92][3500/5005] lr: 1.3107e-02 eta: 2:35:41 time: 0.0664 data_time: 0.0022 memory: 1152 loss: 1.5535 2022/11/28 20:21:58 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:22:02 - mmengine - INFO - Epoch(train) [92][3600/5005] lr: 1.3090e-02 eta: 2:35:35 time: 0.0679 data_time: 0.0029 memory: 1152 loss: 1.5325 2022/11/28 20:22:09 - mmengine - INFO - Epoch(train) [92][3700/5005] lr: 1.3072e-02 eta: 2:35:28 time: 0.0669 data_time: 0.0020 memory: 1152 loss: 1.7650 2022/11/28 20:22:16 - mmengine - INFO - Epoch(train) [92][3800/5005] lr: 1.3055e-02 eta: 2:35:22 time: 0.0669 data_time: 0.0020 memory: 1152 loss: 1.4617 2022/11/28 20:22:23 - mmengine - INFO - Epoch(train) [92][3900/5005] lr: 1.3037e-02 eta: 2:35:15 time: 0.0669 data_time: 0.0025 memory: 1152 loss: 1.5698 2022/11/28 20:22:30 - mmengine - INFO - Epoch(train) [92][4000/5005] lr: 1.3019e-02 eta: 2:35:09 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.5538 2022/11/28 20:22:36 - mmengine - INFO - Epoch(train) [92][4100/5005] lr: 1.3002e-02 eta: 2:35:02 time: 0.0667 data_time: 0.0021 memory: 1152 loss: 1.5478 2022/11/28 20:22:43 - mmengine - INFO - Epoch(train) [92][4200/5005] lr: 1.2984e-02 eta: 2:34:56 time: 0.0677 data_time: 0.0021 memory: 1152 loss: 1.4524 2022/11/28 20:22:50 - mmengine - INFO - Epoch(train) [92][4300/5005] lr: 1.2967e-02 eta: 2:34:49 time: 0.0675 data_time: 0.0020 memory: 1152 loss: 1.4034 2022/11/28 20:22:57 - mmengine - INFO - Epoch(train) [92][4400/5005] lr: 1.2949e-02 eta: 2:34:42 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.5499 2022/11/28 20:23:04 - mmengine - INFO - Epoch(train) [92][4500/5005] lr: 1.2931e-02 eta: 2:34:36 time: 0.0720 data_time: 0.0020 memory: 1152 loss: 1.4699 2022/11/28 20:23:07 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:23:11 - mmengine - INFO - Epoch(train) [92][4600/5005] lr: 1.2914e-02 eta: 2:34:30 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.4657 2022/11/28 20:23:18 - mmengine - INFO - Epoch(train) [92][4700/5005] lr: 1.2896e-02 eta: 2:34:23 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.6172 2022/11/28 20:23:25 - mmengine - INFO - Epoch(train) [92][4800/5005] lr: 1.2879e-02 eta: 2:34:16 time: 0.0667 data_time: 0.0023 memory: 1152 loss: 1.5549 2022/11/28 20:23:32 - mmengine - INFO - Epoch(train) [92][4900/5005] lr: 1.2861e-02 eta: 2:34:10 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.4622 2022/11/28 20:23:39 - mmengine - INFO - Epoch(train) [92][5000/5005] lr: 1.2844e-02 eta: 2:34:03 time: 0.0668 data_time: 0.0030 memory: 1152 loss: 1.6408 2022/11/28 20:23:39 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:23:39 - mmengine - INFO - Saving checkpoint at 92 epochs 2022/11/28 20:23:44 - mmengine - INFO - Epoch(val) [92][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0231 memory: 1152 2022/11/28 20:23:57 - mmengine - INFO - Epoch(val) [92][196/196] accuracy/top1: 68.5080 accuracy/top5: 88.6080 2022/11/28 20:24:05 - mmengine - INFO - Epoch(train) [93][ 100/5005] lr: 1.2825e-02 eta: 2:33:57 time: 0.0772 data_time: 0.0020 memory: 1152 loss: 1.5774 2022/11/28 20:24:12 - mmengine - INFO - Epoch(train) [93][ 200/5005] lr: 1.2808e-02 eta: 2:33:50 time: 0.0769 data_time: 0.0020 memory: 1152 loss: 1.4308 2022/11/28 20:24:19 - mmengine - INFO - Epoch(train) [93][ 300/5005] lr: 1.2790e-02 eta: 2:33:44 time: 0.0678 data_time: 0.0020 memory: 1152 loss: 1.4549 2022/11/28 20:24:26 - mmengine - INFO - Epoch(train) [93][ 400/5005] lr: 1.2773e-02 eta: 2:33:37 time: 0.0681 data_time: 0.0020 memory: 1152 loss: 1.4151 2022/11/28 20:24:33 - mmengine - INFO - Epoch(train) [93][ 500/5005] lr: 1.2756e-02 eta: 2:33:31 time: 0.0697 data_time: 0.0021 memory: 1152 loss: 1.6506 2022/11/28 20:24:36 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:24:40 - mmengine - INFO - Epoch(train) [93][ 600/5005] lr: 1.2738e-02 eta: 2:33:24 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.5300 2022/11/28 20:24:47 - mmengine - INFO - Epoch(train) [93][ 700/5005] lr: 1.2721e-02 eta: 2:33:18 time: 0.0675 data_time: 0.0021 memory: 1152 loss: 1.5443 2022/11/28 20:24:54 - mmengine - INFO - Epoch(train) [93][ 800/5005] lr: 1.2703e-02 eta: 2:33:11 time: 0.0659 data_time: 0.0021 memory: 1152 loss: 1.6514 2022/11/28 20:25:01 - mmengine - INFO - Epoch(train) [93][ 900/5005] lr: 1.2686e-02 eta: 2:33:04 time: 0.0675 data_time: 0.0020 memory: 1152 loss: 1.2818 2022/11/28 20:25:08 - mmengine - INFO - Epoch(train) [93][1000/5005] lr: 1.2668e-02 eta: 2:32:58 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.3809 2022/11/28 20:25:15 - mmengine - INFO - Epoch(train) [93][1100/5005] lr: 1.2651e-02 eta: 2:32:51 time: 0.0682 data_time: 0.0020 memory: 1152 loss: 1.4181 2022/11/28 20:25:22 - mmengine - INFO - Epoch(train) [93][1200/5005] lr: 1.2634e-02 eta: 2:32:45 time: 0.0692 data_time: 0.0029 memory: 1152 loss: 1.5545 2022/11/28 20:25:29 - mmengine - INFO - Epoch(train) [93][1300/5005] lr: 1.2616e-02 eta: 2:32:38 time: 0.0690 data_time: 0.0026 memory: 1152 loss: 1.4103 2022/11/28 20:25:36 - mmengine - INFO - Epoch(train) [93][1400/5005] lr: 1.2599e-02 eta: 2:32:32 time: 0.0672 data_time: 0.0022 memory: 1152 loss: 1.5097 2022/11/28 20:25:43 - mmengine - INFO - Epoch(train) [93][1500/5005] lr: 1.2582e-02 eta: 2:32:25 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.4552 2022/11/28 20:25:46 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:25:50 - mmengine - INFO - Epoch(train) [93][1600/5005] lr: 1.2564e-02 eta: 2:32:19 time: 0.0668 data_time: 0.0021 memory: 1152 loss: 1.3589 2022/11/28 20:25:57 - mmengine - INFO - Epoch(train) [93][1700/5005] lr: 1.2547e-02 eta: 2:32:12 time: 0.0753 data_time: 0.0025 memory: 1152 loss: 1.5030 2022/11/28 20:26:04 - mmengine - INFO - Epoch(train) [93][1800/5005] lr: 1.2530e-02 eta: 2:32:06 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.5106 2022/11/28 20:26:11 - mmengine - INFO - Epoch(train) [93][1900/5005] lr: 1.2512e-02 eta: 2:31:59 time: 0.0669 data_time: 0.0022 memory: 1152 loss: 1.6348 2022/11/28 20:26:18 - mmengine - INFO - Epoch(train) [93][2000/5005] lr: 1.2495e-02 eta: 2:31:53 time: 0.0684 data_time: 0.0025 memory: 1152 loss: 1.4535 2022/11/28 20:26:24 - mmengine - INFO - Epoch(train) [93][2100/5005] lr: 1.2478e-02 eta: 2:31:46 time: 0.0680 data_time: 0.0025 memory: 1152 loss: 1.6246 2022/11/28 20:26:31 - mmengine - INFO - Epoch(train) [93][2200/5005] lr: 1.2460e-02 eta: 2:31:40 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.5163 2022/11/28 20:26:38 - mmengine - INFO - Epoch(train) [93][2300/5005] lr: 1.2443e-02 eta: 2:31:33 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.5458 2022/11/28 20:26:45 - mmengine - INFO - Epoch(train) [93][2400/5005] lr: 1.2426e-02 eta: 2:31:27 time: 0.0666 data_time: 0.0021 memory: 1152 loss: 1.3570 2022/11/28 20:26:52 - mmengine - INFO - Epoch(train) [93][2500/5005] lr: 1.2409e-02 eta: 2:31:20 time: 0.0730 data_time: 0.0028 memory: 1152 loss: 1.4631 2022/11/28 20:26:55 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:26:59 - mmengine - INFO - Epoch(train) [93][2600/5005] lr: 1.2391e-02 eta: 2:31:13 time: 0.0671 data_time: 0.0022 memory: 1152 loss: 1.5486 2022/11/28 20:27:06 - mmengine - INFO - Epoch(train) [93][2700/5005] lr: 1.2374e-02 eta: 2:31:07 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.5513 2022/11/28 20:27:13 - mmengine - INFO - Epoch(train) [93][2800/5005] lr: 1.2357e-02 eta: 2:31:00 time: 0.0684 data_time: 0.0026 memory: 1152 loss: 1.5090 2022/11/28 20:27:20 - mmengine - INFO - Epoch(train) [93][2900/5005] lr: 1.2340e-02 eta: 2:30:54 time: 0.0665 data_time: 0.0022 memory: 1152 loss: 1.4772 2022/11/28 20:27:27 - mmengine - INFO - Epoch(train) [93][3000/5005] lr: 1.2323e-02 eta: 2:30:47 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.5226 2022/11/28 20:27:34 - mmengine - INFO - Epoch(train) [93][3100/5005] lr: 1.2305e-02 eta: 2:30:41 time: 0.0683 data_time: 0.0021 memory: 1152 loss: 1.3514 2022/11/28 20:27:41 - mmengine - INFO - Epoch(train) [93][3200/5005] lr: 1.2288e-02 eta: 2:30:34 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.4019 2022/11/28 20:27:48 - mmengine - INFO - Epoch(train) [93][3300/5005] lr: 1.2271e-02 eta: 2:30:28 time: 0.0675 data_time: 0.0020 memory: 1152 loss: 1.6513 2022/11/28 20:27:55 - mmengine - INFO - Epoch(train) [93][3400/5005] lr: 1.2254e-02 eta: 2:30:21 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.4691 2022/11/28 20:28:02 - mmengine - INFO - Epoch(train) [93][3500/5005] lr: 1.2237e-02 eta: 2:30:15 time: 0.0690 data_time: 0.0020 memory: 1152 loss: 1.6828 2022/11/28 20:28:04 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:28:09 - mmengine - INFO - Epoch(train) [93][3600/5005] lr: 1.2220e-02 eta: 2:30:08 time: 0.0682 data_time: 0.0021 memory: 1152 loss: 1.4397 2022/11/28 20:28:15 - mmengine - INFO - Epoch(train) [93][3700/5005] lr: 1.2202e-02 eta: 2:30:02 time: 0.0676 data_time: 0.0028 memory: 1152 loss: 1.7747 2022/11/28 20:28:22 - mmengine - INFO - Epoch(train) [93][3800/5005] lr: 1.2185e-02 eta: 2:29:55 time: 0.0746 data_time: 0.0026 memory: 1152 loss: 1.4277 2022/11/28 20:28:30 - mmengine - INFO - Epoch(train) [93][3900/5005] lr: 1.2168e-02 eta: 2:29:49 time: 0.0773 data_time: 0.0025 memory: 1152 loss: 1.5054 2022/11/28 20:28:37 - mmengine - INFO - Epoch(train) [93][4000/5005] lr: 1.2151e-02 eta: 2:29:42 time: 0.0682 data_time: 0.0021 memory: 1152 loss: 1.3980 2022/11/28 20:28:44 - mmengine - INFO - Epoch(train) [93][4100/5005] lr: 1.2134e-02 eta: 2:29:35 time: 0.0688 data_time: 0.0020 memory: 1152 loss: 1.4993 2022/11/28 20:28:51 - mmengine - INFO - Epoch(train) [93][4200/5005] lr: 1.2117e-02 eta: 2:29:29 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.6708 2022/11/28 20:28:58 - mmengine - INFO - Epoch(train) [93][4300/5005] lr: 1.2100e-02 eta: 2:29:22 time: 0.0681 data_time: 0.0022 memory: 1152 loss: 1.5490 2022/11/28 20:29:05 - mmengine - INFO - Epoch(train) [93][4400/5005] lr: 1.2083e-02 eta: 2:29:16 time: 0.0678 data_time: 0.0022 memory: 1152 loss: 1.7359 2022/11/28 20:29:11 - mmengine - INFO - Epoch(train) [93][4500/5005] lr: 1.2066e-02 eta: 2:29:09 time: 0.0680 data_time: 0.0026 memory: 1152 loss: 1.5861 2022/11/28 20:29:14 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:29:18 - mmengine - INFO - Epoch(train) [93][4600/5005] lr: 1.2049e-02 eta: 2:29:03 time: 0.0685 data_time: 0.0029 memory: 1152 loss: 1.3569 2022/11/28 20:29:25 - mmengine - INFO - Epoch(train) [93][4700/5005] lr: 1.2032e-02 eta: 2:28:56 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.5405 2022/11/28 20:29:32 - mmengine - INFO - Epoch(train) [93][4800/5005] lr: 1.2015e-02 eta: 2:28:50 time: 0.0681 data_time: 0.0022 memory: 1152 loss: 1.5153 2022/11/28 20:29:39 - mmengine - INFO - Epoch(train) [93][4900/5005] lr: 1.1998e-02 eta: 2:28:43 time: 0.0670 data_time: 0.0022 memory: 1152 loss: 1.6356 2022/11/28 20:29:46 - mmengine - INFO - Epoch(train) [93][5000/5005] lr: 1.1981e-02 eta: 2:28:37 time: 0.0740 data_time: 0.0029 memory: 1152 loss: 1.7531 2022/11/28 20:29:46 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:29:46 - mmengine - INFO - Saving checkpoint at 93 epochs 2022/11/28 20:29:51 - mmengine - INFO - Epoch(val) [93][100/196] eta: 0:00:03 time: 0.0406 data_time: 0.0299 memory: 1152 2022/11/28 20:30:05 - mmengine - INFO - Epoch(val) [93][196/196] accuracy/top1: 68.8460 accuracy/top5: 88.7820 2022/11/28 20:30:12 - mmengine - INFO - Epoch(train) [94][ 100/5005] lr: 1.1963e-02 eta: 2:28:30 time: 0.0687 data_time: 0.0021 memory: 1152 loss: 1.5143 2022/11/28 20:30:19 - mmengine - INFO - Epoch(train) [94][ 200/5005] lr: 1.1946e-02 eta: 2:28:23 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 1.3679 2022/11/28 20:30:26 - mmengine - INFO - Epoch(train) [94][ 300/5005] lr: 1.1929e-02 eta: 2:28:17 time: 0.0678 data_time: 0.0022 memory: 1152 loss: 1.5949 2022/11/28 20:30:33 - mmengine - INFO - Epoch(train) [94][ 400/5005] lr: 1.1912e-02 eta: 2:28:10 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.2591 2022/11/28 20:30:40 - mmengine - INFO - Epoch(train) [94][ 500/5005] lr: 1.1895e-02 eta: 2:28:04 time: 0.0673 data_time: 0.0024 memory: 1152 loss: 1.4364 2022/11/28 20:30:42 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:30:46 - mmengine - INFO - Epoch(train) [94][ 600/5005] lr: 1.1878e-02 eta: 2:27:57 time: 0.0669 data_time: 0.0020 memory: 1152 loss: 1.5046 2022/11/28 20:30:53 - mmengine - INFO - Epoch(train) [94][ 700/5005] lr: 1.1861e-02 eta: 2:27:51 time: 0.0681 data_time: 0.0022 memory: 1152 loss: 1.2821 2022/11/28 20:31:00 - mmengine - INFO - Epoch(train) [94][ 800/5005] lr: 1.1844e-02 eta: 2:27:44 time: 0.0670 data_time: 0.0022 memory: 1152 loss: 1.4700 2022/11/28 20:31:07 - mmengine - INFO - Epoch(train) [94][ 900/5005] lr: 1.1827e-02 eta: 2:27:37 time: 0.0667 data_time: 0.0024 memory: 1152 loss: 1.4625 2022/11/28 20:31:14 - mmengine - INFO - Epoch(train) [94][1000/5005] lr: 1.1811e-02 eta: 2:27:31 time: 0.0757 data_time: 0.0026 memory: 1152 loss: 1.2950 2022/11/28 20:31:21 - mmengine - INFO - Epoch(train) [94][1100/5005] lr: 1.1794e-02 eta: 2:27:24 time: 0.0728 data_time: 0.0021 memory: 1152 loss: 1.6739 2022/11/28 20:31:28 - mmengine - INFO - Epoch(train) [94][1200/5005] lr: 1.1777e-02 eta: 2:27:18 time: 0.0679 data_time: 0.0020 memory: 1152 loss: 1.5095 2022/11/28 20:31:35 - mmengine - INFO - Epoch(train) [94][1300/5005] lr: 1.1760e-02 eta: 2:27:11 time: 0.0680 data_time: 0.0027 memory: 1152 loss: 1.4462 2022/11/28 20:31:42 - mmengine - INFO - Epoch(train) [94][1400/5005] lr: 1.1743e-02 eta: 2:27:05 time: 0.0679 data_time: 0.0027 memory: 1152 loss: 1.4532 2022/11/28 20:31:49 - mmengine - INFO - Epoch(train) [94][1500/5005] lr: 1.1726e-02 eta: 2:26:58 time: 0.0680 data_time: 0.0028 memory: 1152 loss: 1.4432 2022/11/28 20:31:52 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:31:56 - mmengine - INFO - Epoch(train) [94][1600/5005] lr: 1.1709e-02 eta: 2:26:52 time: 0.0683 data_time: 0.0030 memory: 1152 loss: 1.5899 2022/11/28 20:32:03 - mmengine - INFO - Epoch(train) [94][1700/5005] lr: 1.1693e-02 eta: 2:26:45 time: 0.0669 data_time: 0.0022 memory: 1152 loss: 1.3785 2022/11/28 20:32:10 - mmengine - INFO - Epoch(train) [94][1800/5005] lr: 1.1676e-02 eta: 2:26:39 time: 0.0675 data_time: 0.0022 memory: 1152 loss: 1.5316 2022/11/28 20:32:17 - mmengine - INFO - Epoch(train) [94][1900/5005] lr: 1.1659e-02 eta: 2:26:32 time: 0.0679 data_time: 0.0028 memory: 1152 loss: 1.3683 2022/11/28 20:32:24 - mmengine - INFO - Epoch(train) [94][2000/5005] lr: 1.1642e-02 eta: 2:26:26 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.2985 2022/11/28 20:32:31 - mmengine - INFO - Epoch(train) [94][2100/5005] lr: 1.1625e-02 eta: 2:26:19 time: 0.0680 data_time: 0.0022 memory: 1152 loss: 1.3842 2022/11/28 20:32:38 - mmengine - INFO - Epoch(train) [94][2200/5005] lr: 1.1609e-02 eta: 2:26:12 time: 0.0675 data_time: 0.0021 memory: 1152 loss: 1.3784 2022/11/28 20:32:45 - mmengine - INFO - Epoch(train) [94][2300/5005] lr: 1.1592e-02 eta: 2:26:06 time: 0.0670 data_time: 0.0026 memory: 1152 loss: 1.3908 2022/11/28 20:32:52 - mmengine - INFO - Epoch(train) [94][2400/5005] lr: 1.1575e-02 eta: 2:25:59 time: 0.0748 data_time: 0.0028 memory: 1152 loss: 1.6534 2022/11/28 20:32:59 - mmengine - INFO - Epoch(train) [94][2500/5005] lr: 1.1558e-02 eta: 2:25:53 time: 0.0674 data_time: 0.0025 memory: 1152 loss: 1.6568 2022/11/28 20:33:01 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:33:06 - mmengine - INFO - Epoch(train) [94][2600/5005] lr: 1.1542e-02 eta: 2:25:46 time: 0.0664 data_time: 0.0021 memory: 1152 loss: 1.4221 2022/11/28 20:33:13 - mmengine - INFO - Epoch(train) [94][2700/5005] lr: 1.1525e-02 eta: 2:25:40 time: 0.0665 data_time: 0.0022 memory: 1152 loss: 1.3754 2022/11/28 20:33:19 - mmengine - INFO - Epoch(train) [94][2800/5005] lr: 1.1508e-02 eta: 2:25:33 time: 0.0675 data_time: 0.0027 memory: 1152 loss: 1.7267 2022/11/28 20:33:26 - mmengine - INFO - Epoch(train) [94][2900/5005] lr: 1.1492e-02 eta: 2:25:27 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.6851 2022/11/28 20:33:33 - mmengine - INFO - Epoch(train) [94][3000/5005] lr: 1.1475e-02 eta: 2:25:20 time: 0.0675 data_time: 0.0021 memory: 1152 loss: 1.3262 2022/11/28 20:33:40 - mmengine - INFO - Epoch(train) [94][3100/5005] lr: 1.1458e-02 eta: 2:25:14 time: 0.0735 data_time: 0.0022 memory: 1152 loss: 1.5651 2022/11/28 20:33:47 - mmengine - INFO - Epoch(train) [94][3200/5005] lr: 1.1442e-02 eta: 2:25:07 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.3822 2022/11/28 20:33:54 - mmengine - INFO - Epoch(train) [94][3300/5005] lr: 1.1425e-02 eta: 2:25:00 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.4450 2022/11/28 20:34:01 - mmengine - INFO - Epoch(train) [94][3400/5005] lr: 1.1408e-02 eta: 2:24:54 time: 0.0681 data_time: 0.0026 memory: 1152 loss: 1.4849 2022/11/28 20:34:08 - mmengine - INFO - Epoch(train) [94][3500/5005] lr: 1.1392e-02 eta: 2:24:47 time: 0.0675 data_time: 0.0022 memory: 1152 loss: 1.5732 2022/11/28 20:34:10 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:34:15 - mmengine - INFO - Epoch(train) [94][3600/5005] lr: 1.1375e-02 eta: 2:24:41 time: 0.0748 data_time: 0.0025 memory: 1152 loss: 1.4290 2022/11/28 20:34:22 - mmengine - INFO - Epoch(train) [94][3700/5005] lr: 1.1359e-02 eta: 2:24:34 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.4105 2022/11/28 20:34:29 - mmengine - INFO - Epoch(train) [94][3800/5005] lr: 1.1342e-02 eta: 2:24:28 time: 0.0673 data_time: 0.0026 memory: 1152 loss: 1.3190 2022/11/28 20:34:36 - mmengine - INFO - Epoch(train) [94][3900/5005] lr: 1.1325e-02 eta: 2:24:21 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 1.3509 2022/11/28 20:34:43 - mmengine - INFO - Epoch(train) [94][4000/5005] lr: 1.1309e-02 eta: 2:24:15 time: 0.0662 data_time: 0.0021 memory: 1152 loss: 1.8212 2022/11/28 20:34:50 - mmengine - INFO - Epoch(train) [94][4100/5005] lr: 1.1292e-02 eta: 2:24:08 time: 0.0671 data_time: 0.0024 memory: 1152 loss: 1.4637 2022/11/28 20:34:57 - mmengine - INFO - Epoch(train) [94][4200/5005] lr: 1.1276e-02 eta: 2:24:02 time: 0.0672 data_time: 0.0020 memory: 1152 loss: 1.3209 2022/11/28 20:35:04 - mmengine - INFO - Epoch(train) [94][4300/5005] lr: 1.1259e-02 eta: 2:23:55 time: 0.0669 data_time: 0.0027 memory: 1152 loss: 1.5920 2022/11/28 20:35:11 - mmengine - INFO - Epoch(train) [94][4400/5005] lr: 1.1243e-02 eta: 2:23:48 time: 0.0670 data_time: 0.0023 memory: 1152 loss: 1.5610 2022/11/28 20:35:17 - mmengine - INFO - Epoch(train) [94][4500/5005] lr: 1.1226e-02 eta: 2:23:42 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.7646 2022/11/28 20:35:20 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:35:24 - mmengine - INFO - Epoch(train) [94][4600/5005] lr: 1.1210e-02 eta: 2:23:35 time: 0.0675 data_time: 0.0022 memory: 1152 loss: 1.3090 2022/11/28 20:35:31 - mmengine - INFO - Epoch(train) [94][4700/5005] lr: 1.1193e-02 eta: 2:23:29 time: 0.0674 data_time: 0.0025 memory: 1152 loss: 1.4108 2022/11/28 20:35:38 - mmengine - INFO - Epoch(train) [94][4800/5005] lr: 1.1177e-02 eta: 2:23:22 time: 0.0684 data_time: 0.0022 memory: 1152 loss: 1.4777 2022/11/28 20:35:45 - mmengine - INFO - Epoch(train) [94][4900/5005] lr: 1.1160e-02 eta: 2:23:16 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.5489 2022/11/28 20:35:52 - mmengine - INFO - Epoch(train) [94][5000/5005] lr: 1.1144e-02 eta: 2:23:09 time: 0.0672 data_time: 0.0032 memory: 1152 loss: 1.4971 2022/11/28 20:35:52 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:35:52 - mmengine - INFO - Saving checkpoint at 94 epochs 2022/11/28 20:35:57 - mmengine - INFO - Epoch(val) [94][100/196] eta: 0:00:03 time: 0.0379 data_time: 0.0276 memory: 1152 2022/11/28 20:36:10 - mmengine - INFO - Epoch(val) [94][196/196] accuracy/top1: 69.1520 accuracy/top5: 89.0600 2022/11/28 20:36:17 - mmengine - INFO - Epoch(train) [95][ 100/5005] lr: 1.1126e-02 eta: 2:23:02 time: 0.0685 data_time: 0.0020 memory: 1152 loss: 1.4255 2022/11/28 20:36:24 - mmengine - INFO - Epoch(train) [95][ 200/5005] lr: 1.1110e-02 eta: 2:22:56 time: 0.0678 data_time: 0.0021 memory: 1152 loss: 1.4440 2022/11/28 20:36:31 - mmengine - INFO - Epoch(train) [95][ 300/5005] lr: 1.1094e-02 eta: 2:22:49 time: 0.0667 data_time: 0.0021 memory: 1152 loss: 1.5239 2022/11/28 20:36:38 - mmengine - INFO - Epoch(train) [95][ 400/5005] lr: 1.1077e-02 eta: 2:22:43 time: 0.0683 data_time: 0.0020 memory: 1152 loss: 1.5641 2022/11/28 20:36:45 - mmengine - INFO - Epoch(train) [95][ 500/5005] lr: 1.1061e-02 eta: 2:22:36 time: 0.0676 data_time: 0.0021 memory: 1152 loss: 1.5846 2022/11/28 20:36:47 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:36:52 - mmengine - INFO - Epoch(train) [95][ 600/5005] lr: 1.1044e-02 eta: 2:22:30 time: 0.0702 data_time: 0.0026 memory: 1152 loss: 1.5400 2022/11/28 20:36:59 - mmengine - INFO - Epoch(train) [95][ 700/5005] lr: 1.1028e-02 eta: 2:22:23 time: 0.0675 data_time: 0.0021 memory: 1152 loss: 1.5160 2022/11/28 20:37:06 - mmengine - INFO - Epoch(train) [95][ 800/5005] lr: 1.1012e-02 eta: 2:22:17 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.3889 2022/11/28 20:37:13 - mmengine - INFO - Epoch(train) [95][ 900/5005] lr: 1.0995e-02 eta: 2:22:10 time: 0.0682 data_time: 0.0022 memory: 1152 loss: 1.5218 2022/11/28 20:37:20 - mmengine - INFO - Epoch(train) [95][1000/5005] lr: 1.0979e-02 eta: 2:22:03 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.4583 2022/11/28 20:37:27 - mmengine - INFO - Epoch(train) [95][1100/5005] lr: 1.0962e-02 eta: 2:21:57 time: 0.0754 data_time: 0.0021 memory: 1152 loss: 1.4554 2022/11/28 20:37:34 - mmengine - INFO - Epoch(train) [95][1200/5005] lr: 1.0946e-02 eta: 2:21:50 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.6438 2022/11/28 20:37:41 - mmengine - INFO - Epoch(train) [95][1300/5005] lr: 1.0930e-02 eta: 2:21:44 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.6123 2022/11/28 20:37:48 - mmengine - INFO - Epoch(train) [95][1400/5005] lr: 1.0913e-02 eta: 2:21:37 time: 0.0675 data_time: 0.0025 memory: 1152 loss: 1.7095 2022/11/28 20:37:55 - mmengine - INFO - Epoch(train) [95][1500/5005] lr: 1.0897e-02 eta: 2:21:31 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.4063 2022/11/28 20:37:57 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:38:02 - mmengine - INFO - Epoch(train) [95][1600/5005] lr: 1.0881e-02 eta: 2:21:24 time: 0.0671 data_time: 0.0029 memory: 1152 loss: 1.5010 2022/11/28 20:38:08 - mmengine - INFO - Epoch(train) [95][1700/5005] lr: 1.0865e-02 eta: 2:21:18 time: 0.0672 data_time: 0.0022 memory: 1152 loss: 1.4214 2022/11/28 20:38:15 - mmengine - INFO - Epoch(train) [95][1800/5005] lr: 1.0848e-02 eta: 2:21:11 time: 0.0680 data_time: 0.0021 memory: 1152 loss: 1.5114 2022/11/28 20:38:22 - mmengine - INFO - Epoch(train) [95][1900/5005] lr: 1.0832e-02 eta: 2:21:05 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.4943 2022/11/28 20:38:29 - mmengine - INFO - Epoch(train) [95][2000/5005] lr: 1.0816e-02 eta: 2:20:58 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.6294 2022/11/28 20:38:36 - mmengine - INFO - Epoch(train) [95][2100/5005] lr: 1.0800e-02 eta: 2:20:51 time: 0.0671 data_time: 0.0026 memory: 1152 loss: 1.3017 2022/11/28 20:38:43 - mmengine - INFO - Epoch(train) [95][2200/5005] lr: 1.0783e-02 eta: 2:20:45 time: 0.0681 data_time: 0.0020 memory: 1152 loss: 1.3275 2022/11/28 20:38:50 - mmengine - INFO - Epoch(train) [95][2300/5005] lr: 1.0767e-02 eta: 2:20:38 time: 0.0670 data_time: 0.0022 memory: 1152 loss: 1.5388 2022/11/28 20:38:57 - mmengine - INFO - Epoch(train) [95][2400/5005] lr: 1.0751e-02 eta: 2:20:32 time: 0.0674 data_time: 0.0026 memory: 1152 loss: 1.3419 2022/11/28 20:39:04 - mmengine - INFO - Epoch(train) [95][2500/5005] lr: 1.0735e-02 eta: 2:20:25 time: 0.0672 data_time: 0.0022 memory: 1152 loss: 1.6429 2022/11/28 20:39:06 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:39:11 - mmengine - INFO - Epoch(train) [95][2600/5005] lr: 1.0719e-02 eta: 2:20:19 time: 0.0670 data_time: 0.0027 memory: 1152 loss: 1.2117 2022/11/28 20:39:18 - mmengine - INFO - Epoch(train) [95][2700/5005] lr: 1.0702e-02 eta: 2:20:12 time: 0.0764 data_time: 0.0021 memory: 1152 loss: 1.4541 2022/11/28 20:39:25 - mmengine - INFO - Epoch(train) [95][2800/5005] lr: 1.0686e-02 eta: 2:20:06 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.6806 2022/11/28 20:39:32 - mmengine - INFO - Epoch(train) [95][2900/5005] lr: 1.0670e-02 eta: 2:19:59 time: 0.0685 data_time: 0.0021 memory: 1152 loss: 1.4381 2022/11/28 20:39:39 - mmengine - INFO - Epoch(train) [95][3000/5005] lr: 1.0654e-02 eta: 2:19:53 time: 0.0690 data_time: 0.0035 memory: 1152 loss: 1.4662 2022/11/28 20:39:46 - mmengine - INFO - Epoch(train) [95][3100/5005] lr: 1.0638e-02 eta: 2:19:46 time: 0.0682 data_time: 0.0027 memory: 1152 loss: 1.3452 2022/11/28 20:39:53 - mmengine - INFO - Epoch(train) [95][3200/5005] lr: 1.0622e-02 eta: 2:19:39 time: 0.0684 data_time: 0.0026 memory: 1152 loss: 1.4975 2022/11/28 20:40:00 - mmengine - INFO - Epoch(train) [95][3300/5005] lr: 1.0606e-02 eta: 2:19:33 time: 0.0688 data_time: 0.0021 memory: 1152 loss: 1.2974 2022/11/28 20:40:07 - mmengine - INFO - Epoch(train) [95][3400/5005] lr: 1.0589e-02 eta: 2:19:26 time: 0.0680 data_time: 0.0021 memory: 1152 loss: 1.4258 2022/11/28 20:40:14 - mmengine - INFO - Epoch(train) [95][3500/5005] lr: 1.0573e-02 eta: 2:19:20 time: 0.0673 data_time: 0.0020 memory: 1152 loss: 1.3721 2022/11/28 20:40:16 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:40:21 - mmengine - INFO - Epoch(train) [95][3600/5005] lr: 1.0557e-02 eta: 2:19:13 time: 0.0676 data_time: 0.0023 memory: 1152 loss: 1.5804 2022/11/28 20:40:28 - mmengine - INFO - Epoch(train) [95][3700/5005] lr: 1.0541e-02 eta: 2:19:07 time: 0.0680 data_time: 0.0028 memory: 1152 loss: 1.3606 2022/11/28 20:40:35 - mmengine - INFO - Epoch(train) [95][3800/5005] lr: 1.0525e-02 eta: 2:19:00 time: 0.0680 data_time: 0.0029 memory: 1152 loss: 1.4268 2022/11/28 20:40:42 - mmengine - INFO - Epoch(train) [95][3900/5005] lr: 1.0509e-02 eta: 2:18:54 time: 0.0677 data_time: 0.0029 memory: 1152 loss: 1.4457 2022/11/28 20:40:48 - mmengine - INFO - Epoch(train) [95][4000/5005] lr: 1.0493e-02 eta: 2:18:47 time: 0.0679 data_time: 0.0021 memory: 1152 loss: 1.2832 2022/11/28 20:40:55 - mmengine - INFO - Epoch(train) [95][4100/5005] lr: 1.0477e-02 eta: 2:18:41 time: 0.0667 data_time: 0.0020 memory: 1152 loss: 1.6310 2022/11/28 20:41:02 - mmengine - INFO - Epoch(train) [95][4200/5005] lr: 1.0461e-02 eta: 2:18:34 time: 0.0675 data_time: 0.0028 memory: 1152 loss: 1.5380 2022/11/28 20:41:10 - mmengine - INFO - Epoch(train) [95][4300/5005] lr: 1.0445e-02 eta: 2:18:27 time: 0.0680 data_time: 0.0021 memory: 1152 loss: 1.2294 2022/11/28 20:41:17 - mmengine - INFO - Epoch(train) [95][4400/5005] lr: 1.0429e-02 eta: 2:18:21 time: 0.0739 data_time: 0.0021 memory: 1152 loss: 1.5171 2022/11/28 20:41:24 - mmengine - INFO - Epoch(train) [95][4500/5005] lr: 1.0413e-02 eta: 2:18:14 time: 0.0676 data_time: 0.0027 memory: 1152 loss: 1.6617 2022/11/28 20:41:26 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:41:30 - mmengine - INFO - Epoch(train) [95][4600/5005] lr: 1.0397e-02 eta: 2:18:08 time: 0.0679 data_time: 0.0028 memory: 1152 loss: 1.3841 2022/11/28 20:41:38 - mmengine - INFO - Epoch(train) [95][4700/5005] lr: 1.0381e-02 eta: 2:18:01 time: 0.0771 data_time: 0.0021 memory: 1152 loss: 1.5569 2022/11/28 20:41:45 - mmengine - INFO - Epoch(train) [95][4800/5005] lr: 1.0365e-02 eta: 2:17:55 time: 0.0680 data_time: 0.0023 memory: 1152 loss: 1.4899 2022/11/28 20:41:52 - mmengine - INFO - Epoch(train) [95][4900/5005] lr: 1.0349e-02 eta: 2:17:48 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.4508 2022/11/28 20:41:59 - mmengine - INFO - Epoch(train) [95][5000/5005] lr: 1.0333e-02 eta: 2:17:42 time: 0.0684 data_time: 0.0028 memory: 1152 loss: 1.4066 2022/11/28 20:41:59 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:41:59 - mmengine - INFO - Saving checkpoint at 95 epochs 2022/11/28 20:42:04 - mmengine - INFO - Epoch(val) [95][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0246 memory: 1152 2022/11/28 20:42:17 - mmengine - INFO - Epoch(val) [95][196/196] accuracy/top1: 69.4620 accuracy/top5: 89.2100 2022/11/28 20:42:24 - mmengine - INFO - Epoch(train) [96][ 100/5005] lr: 1.0317e-02 eta: 2:17:35 time: 0.0685 data_time: 0.0021 memory: 1152 loss: 1.5570 2022/11/28 20:42:31 - mmengine - INFO - Epoch(train) [96][ 200/5005] lr: 1.0301e-02 eta: 2:17:28 time: 0.0687 data_time: 0.0021 memory: 1152 loss: 1.3134 2022/11/28 20:42:38 - mmengine - INFO - Epoch(train) [96][ 300/5005] lr: 1.0285e-02 eta: 2:17:22 time: 0.0685 data_time: 0.0021 memory: 1152 loss: 1.2076 2022/11/28 20:42:45 - mmengine - INFO - Epoch(train) [96][ 400/5005] lr: 1.0269e-02 eta: 2:17:15 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 1.5303 2022/11/28 20:42:52 - mmengine - INFO - Epoch(train) [96][ 500/5005] lr: 1.0253e-02 eta: 2:17:09 time: 0.0737 data_time: 0.0020 memory: 1152 loss: 1.3710 2022/11/28 20:42:54 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:42:59 - mmengine - INFO - Epoch(train) [96][ 600/5005] lr: 1.0237e-02 eta: 2:17:02 time: 0.0676 data_time: 0.0023 memory: 1152 loss: 1.5485 2022/11/28 20:43:06 - mmengine - INFO - Epoch(train) [96][ 700/5005] lr: 1.0221e-02 eta: 2:16:56 time: 0.0668 data_time: 0.0030 memory: 1152 loss: 1.5621 2022/11/28 20:43:13 - mmengine - INFO - Epoch(train) [96][ 800/5005] lr: 1.0205e-02 eta: 2:16:49 time: 0.0674 data_time: 0.0025 memory: 1152 loss: 1.6678 2022/11/28 20:43:20 - mmengine - INFO - Epoch(train) [96][ 900/5005] lr: 1.0190e-02 eta: 2:16:42 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.5679 2022/11/28 20:43:27 - mmengine - INFO - Epoch(train) [96][1000/5005] lr: 1.0174e-02 eta: 2:16:36 time: 0.0667 data_time: 0.0022 memory: 1152 loss: 1.4071 2022/11/28 20:43:34 - mmengine - INFO - Epoch(train) [96][1100/5005] lr: 1.0158e-02 eta: 2:16:29 time: 0.0682 data_time: 0.0020 memory: 1152 loss: 1.4670 2022/11/28 20:43:41 - mmengine - INFO - Epoch(train) [96][1200/5005] lr: 1.0142e-02 eta: 2:16:23 time: 0.0666 data_time: 0.0023 memory: 1152 loss: 1.5854 2022/11/28 20:43:48 - mmengine - INFO - Epoch(train) [96][1300/5005] lr: 1.0126e-02 eta: 2:16:16 time: 0.0681 data_time: 0.0020 memory: 1152 loss: 1.5127 2022/11/28 20:43:55 - mmengine - INFO - Epoch(train) [96][1400/5005] lr: 1.0111e-02 eta: 2:16:10 time: 0.0680 data_time: 0.0025 memory: 1152 loss: 1.4796 2022/11/28 20:44:02 - mmengine - INFO - Epoch(train) [96][1500/5005] lr: 1.0095e-02 eta: 2:16:03 time: 0.0673 data_time: 0.0024 memory: 1152 loss: 1.5567 2022/11/28 20:44:04 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:44:09 - mmengine - INFO - Epoch(train) [96][1600/5005] lr: 1.0079e-02 eta: 2:15:57 time: 0.0676 data_time: 0.0022 memory: 1152 loss: 1.4120 2022/11/28 20:44:16 - mmengine - INFO - Epoch(train) [96][1700/5005] lr: 1.0063e-02 eta: 2:15:50 time: 0.0670 data_time: 0.0024 memory: 1152 loss: 1.2715 2022/11/28 20:44:23 - mmengine - INFO - Epoch(train) [96][1800/5005] lr: 1.0048e-02 eta: 2:15:44 time: 0.0665 data_time: 0.0022 memory: 1152 loss: 1.5628 2022/11/28 20:44:30 - mmengine - INFO - Epoch(train) [96][1900/5005] lr: 1.0032e-02 eta: 2:15:37 time: 0.0671 data_time: 0.0022 memory: 1152 loss: 1.2136 2022/11/28 20:44:37 - mmengine - INFO - Epoch(train) [96][2000/5005] lr: 1.0016e-02 eta: 2:15:30 time: 0.0673 data_time: 0.0023 memory: 1152 loss: 1.3876 2022/11/28 20:44:43 - mmengine - INFO - Epoch(train) [96][2100/5005] lr: 1.0001e-02 eta: 2:15:24 time: 0.0684 data_time: 0.0022 memory: 1152 loss: 1.4332 2022/11/28 20:44:50 - mmengine - INFO - Epoch(train) [96][2200/5005] lr: 9.9849e-03 eta: 2:15:17 time: 0.0676 data_time: 0.0022 memory: 1152 loss: 1.5208 2022/11/28 20:44:57 - mmengine - INFO - Epoch(train) [96][2300/5005] lr: 9.9692e-03 eta: 2:15:11 time: 0.0663 data_time: 0.0021 memory: 1152 loss: 1.3156 2022/11/28 20:45:04 - mmengine - INFO - Epoch(train) [96][2400/5005] lr: 9.9535e-03 eta: 2:15:04 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.3718 2022/11/28 20:45:11 - mmengine - INFO - Epoch(train) [96][2500/5005] lr: 9.9379e-03 eta: 2:14:58 time: 0.0676 data_time: 0.0022 memory: 1152 loss: 1.5081 2022/11/28 20:45:13 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:45:18 - mmengine - INFO - Epoch(train) [96][2600/5005] lr: 9.9222e-03 eta: 2:14:51 time: 0.0678 data_time: 0.0022 memory: 1152 loss: 1.5455 2022/11/28 20:45:25 - mmengine - INFO - Epoch(train) [96][2700/5005] lr: 9.9066e-03 eta: 2:14:45 time: 0.0672 data_time: 0.0023 memory: 1152 loss: 1.4151 2022/11/28 20:45:32 - mmengine - INFO - Epoch(train) [96][2800/5005] lr: 9.8910e-03 eta: 2:14:38 time: 0.0676 data_time: 0.0021 memory: 1152 loss: 1.3443 2022/11/28 20:45:39 - mmengine - INFO - Epoch(train) [96][2900/5005] lr: 9.8753e-03 eta: 2:14:31 time: 0.0666 data_time: 0.0022 memory: 1152 loss: 1.4913 2022/11/28 20:45:46 - mmengine - INFO - Epoch(train) [96][3000/5005] lr: 9.8597e-03 eta: 2:14:25 time: 0.0675 data_time: 0.0021 memory: 1152 loss: 1.2067 2022/11/28 20:45:53 - mmengine - INFO - Epoch(train) [96][3100/5005] lr: 9.8442e-03 eta: 2:14:18 time: 0.0679 data_time: 0.0022 memory: 1152 loss: 1.4225 2022/11/28 20:46:00 - mmengine - INFO - Epoch(train) [96][3200/5005] lr: 9.8286e-03 eta: 2:14:12 time: 0.0666 data_time: 0.0023 memory: 1152 loss: 1.5946 2022/11/28 20:46:07 - mmengine - INFO - Epoch(train) [96][3300/5005] lr: 9.8130e-03 eta: 2:14:05 time: 0.0675 data_time: 0.0021 memory: 1152 loss: 1.5015 2022/11/28 20:46:14 - mmengine - INFO - Epoch(train) [96][3400/5005] lr: 9.7975e-03 eta: 2:13:59 time: 0.0682 data_time: 0.0022 memory: 1152 loss: 1.3985 2022/11/28 20:46:21 - mmengine - INFO - Epoch(train) [96][3500/5005] lr: 9.7819e-03 eta: 2:13:52 time: 0.0672 data_time: 0.0022 memory: 1152 loss: 1.6238 2022/11/28 20:46:22 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:46:28 - mmengine - INFO - Epoch(train) [96][3600/5005] lr: 9.7664e-03 eta: 2:13:46 time: 0.0673 data_time: 0.0023 memory: 1152 loss: 1.4832 2022/11/28 20:46:35 - mmengine - INFO - Epoch(train) [96][3700/5005] lr: 9.7509e-03 eta: 2:13:39 time: 0.0671 data_time: 0.0023 memory: 1152 loss: 1.5072 2022/11/28 20:46:41 - mmengine - INFO - Epoch(train) [96][3800/5005] lr: 9.7353e-03 eta: 2:13:32 time: 0.0670 data_time: 0.0025 memory: 1152 loss: 1.3982 2022/11/28 20:46:48 - mmengine - INFO - Epoch(train) [96][3900/5005] lr: 9.7198e-03 eta: 2:13:26 time: 0.0676 data_time: 0.0021 memory: 1152 loss: 1.5158 2022/11/28 20:46:55 - mmengine - INFO - Epoch(train) [96][4000/5005] lr: 9.7044e-03 eta: 2:13:19 time: 0.0673 data_time: 0.0028 memory: 1152 loss: 1.4736 2022/11/28 20:47:02 - mmengine - INFO - Epoch(train) [96][4100/5005] lr: 9.6889e-03 eta: 2:13:13 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 1.3337 2022/11/28 20:47:09 - mmengine - INFO - Epoch(train) [96][4200/5005] lr: 9.6734e-03 eta: 2:13:06 time: 0.0690 data_time: 0.0020 memory: 1152 loss: 1.5669 2022/11/28 20:47:16 - mmengine - INFO - Epoch(train) [96][4300/5005] lr: 9.6580e-03 eta: 2:13:00 time: 0.0675 data_time: 0.0029 memory: 1152 loss: 1.5432 2022/11/28 20:47:23 - mmengine - INFO - Epoch(train) [96][4400/5005] lr: 9.6425e-03 eta: 2:12:53 time: 0.0685 data_time: 0.0021 memory: 1152 loss: 1.5008 2022/11/28 20:47:30 - mmengine - INFO - Epoch(train) [96][4500/5005] lr: 9.6271e-03 eta: 2:12:47 time: 0.0677 data_time: 0.0028 memory: 1152 loss: 1.3850 2022/11/28 20:47:32 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:47:37 - mmengine - INFO - Epoch(train) [96][4600/5005] lr: 9.6117e-03 eta: 2:12:40 time: 0.0670 data_time: 0.0022 memory: 1152 loss: 1.4810 2022/11/28 20:47:44 - mmengine - INFO - Epoch(train) [96][4700/5005] lr: 9.5962e-03 eta: 2:12:33 time: 0.0690 data_time: 0.0033 memory: 1152 loss: 1.4826 2022/11/28 20:47:51 - mmengine - INFO - Epoch(train) [96][4800/5005] lr: 9.5808e-03 eta: 2:12:27 time: 0.0680 data_time: 0.0021 memory: 1152 loss: 1.4230 2022/11/28 20:47:58 - mmengine - INFO - Epoch(train) [96][4900/5005] lr: 9.5655e-03 eta: 2:12:20 time: 0.0680 data_time: 0.0029 memory: 1152 loss: 1.4277 2022/11/28 20:48:05 - mmengine - INFO - Epoch(train) [96][5000/5005] lr: 9.5501e-03 eta: 2:12:14 time: 0.0679 data_time: 0.0030 memory: 1152 loss: 1.3118 2022/11/28 20:48:05 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:48:05 - mmengine - INFO - Saving checkpoint at 96 epochs 2022/11/28 20:48:10 - mmengine - INFO - Epoch(val) [96][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0251 memory: 1152 2022/11/28 20:48:23 - mmengine - INFO - Epoch(val) [96][196/196] accuracy/top1: 69.7840 accuracy/top5: 89.2660 2022/11/28 20:48:31 - mmengine - INFO - Epoch(train) [97][ 100/5005] lr: 9.5339e-03 eta: 2:12:07 time: 0.0675 data_time: 0.0022 memory: 1152 loss: 1.4293 2022/11/28 20:48:38 - mmengine - INFO - Epoch(train) [97][ 200/5005] lr: 9.5186e-03 eta: 2:12:01 time: 0.0678 data_time: 0.0023 memory: 1152 loss: 1.3123 2022/11/28 20:48:45 - mmengine - INFO - Epoch(train) [97][ 300/5005] lr: 9.5032e-03 eta: 2:11:54 time: 0.0678 data_time: 0.0029 memory: 1152 loss: 1.4162 2022/11/28 20:48:52 - mmengine - INFO - Epoch(train) [97][ 400/5005] lr: 9.4879e-03 eta: 2:11:47 time: 0.0675 data_time: 0.0024 memory: 1152 loss: 1.3974 2022/11/28 20:48:59 - mmengine - INFO - Epoch(train) [97][ 500/5005] lr: 9.4726e-03 eta: 2:11:41 time: 0.0674 data_time: 0.0021 memory: 1152 loss: 1.5798 2022/11/28 20:49:00 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:49:05 - mmengine - INFO - Epoch(train) [97][ 600/5005] lr: 9.4573e-03 eta: 2:11:34 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.3692 2022/11/28 20:49:12 - mmengine - INFO - Epoch(train) [97][ 700/5005] lr: 9.4420e-03 eta: 2:11:28 time: 0.0686 data_time: 0.0021 memory: 1152 loss: 1.2091 2022/11/28 20:49:19 - mmengine - INFO - Epoch(train) [97][ 800/5005] lr: 9.4267e-03 eta: 2:11:21 time: 0.0676 data_time: 0.0022 memory: 1152 loss: 1.4467 2022/11/28 20:49:26 - mmengine - INFO - Epoch(train) [97][ 900/5005] lr: 9.4114e-03 eta: 2:11:15 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.4960 2022/11/28 20:49:33 - mmengine - INFO - Epoch(train) [97][1000/5005] lr: 9.3961e-03 eta: 2:11:08 time: 0.0681 data_time: 0.0021 memory: 1152 loss: 1.5676 2022/11/28 20:49:40 - mmengine - INFO - Epoch(train) [97][1100/5005] lr: 9.3809e-03 eta: 2:11:01 time: 0.0694 data_time: 0.0021 memory: 1152 loss: 1.3535 2022/11/28 20:49:47 - mmengine - INFO - Epoch(train) [97][1200/5005] lr: 9.3656e-03 eta: 2:10:55 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.6115 2022/11/28 20:49:54 - mmengine - INFO - Epoch(train) [97][1300/5005] lr: 9.3504e-03 eta: 2:10:48 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.3017 2022/11/28 20:50:01 - mmengine - INFO - Epoch(train) [97][1400/5005] lr: 9.3352e-03 eta: 2:10:42 time: 0.0672 data_time: 0.0023 memory: 1152 loss: 1.3500 2022/11/28 20:50:08 - mmengine - INFO - Epoch(train) [97][1500/5005] lr: 9.3200e-03 eta: 2:10:35 time: 0.0740 data_time: 0.0021 memory: 1152 loss: 1.2779 2022/11/28 20:50:09 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:50:15 - mmengine - INFO - Epoch(train) [97][1600/5005] lr: 9.3048e-03 eta: 2:10:29 time: 0.0678 data_time: 0.0025 memory: 1152 loss: 1.4249 2022/11/28 20:50:22 - mmengine - INFO - Epoch(train) [97][1700/5005] lr: 9.2896e-03 eta: 2:10:22 time: 0.0672 data_time: 0.0022 memory: 1152 loss: 1.5770 2022/11/28 20:50:29 - mmengine - INFO - Epoch(train) [97][1800/5005] lr: 9.2744e-03 eta: 2:10:16 time: 0.0673 data_time: 0.0023 memory: 1152 loss: 1.3197 2022/11/28 20:50:36 - mmengine - INFO - Epoch(train) [97][1900/5005] lr: 9.2592e-03 eta: 2:10:09 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.5478 2022/11/28 20:50:43 - mmengine - INFO - Epoch(train) [97][2000/5005] lr: 9.2441e-03 eta: 2:10:03 time: 0.0679 data_time: 0.0022 memory: 1152 loss: 1.4406 2022/11/28 20:50:50 - mmengine - INFO - Epoch(train) [97][2100/5005] lr: 9.2289e-03 eta: 2:09:56 time: 0.0679 data_time: 0.0022 memory: 1152 loss: 1.3561 2022/11/28 20:50:57 - mmengine - INFO - Epoch(train) [97][2200/5005] lr: 9.2138e-03 eta: 2:09:49 time: 0.0671 data_time: 0.0022 memory: 1152 loss: 1.5509 2022/11/28 20:51:04 - mmengine - INFO - Epoch(train) [97][2300/5005] lr: 9.1987e-03 eta: 2:09:43 time: 0.0670 data_time: 0.0023 memory: 1152 loss: 1.3412 2022/11/28 20:51:11 - mmengine - INFO - Epoch(train) [97][2400/5005] lr: 9.1836e-03 eta: 2:09:36 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.3753 2022/11/28 20:51:18 - mmengine - INFO - Epoch(train) [97][2500/5005] lr: 9.1685e-03 eta: 2:09:30 time: 0.0680 data_time: 0.0021 memory: 1152 loss: 1.3570 2022/11/28 20:51:19 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:51:25 - mmengine - INFO - Epoch(train) [97][2600/5005] lr: 9.1534e-03 eta: 2:09:23 time: 0.0755 data_time: 0.0022 memory: 1152 loss: 1.4982 2022/11/28 20:51:32 - mmengine - INFO - Epoch(train) [97][2700/5005] lr: 9.1383e-03 eta: 2:09:17 time: 0.0674 data_time: 0.0026 memory: 1152 loss: 1.3838 2022/11/28 20:51:39 - mmengine - INFO - Epoch(train) [97][2800/5005] lr: 9.1232e-03 eta: 2:09:10 time: 0.0717 data_time: 0.0022 memory: 1152 loss: 1.3530 2022/11/28 20:51:46 - mmengine - INFO - Epoch(train) [97][2900/5005] lr: 9.1082e-03 eta: 2:09:04 time: 0.0680 data_time: 0.0020 memory: 1152 loss: 1.4566 2022/11/28 20:51:53 - mmengine - INFO - Epoch(train) [97][3000/5005] lr: 9.0931e-03 eta: 2:08:57 time: 0.0671 data_time: 0.0022 memory: 1152 loss: 1.5396 2022/11/28 20:52:00 - mmengine - INFO - Epoch(train) [97][3100/5005] lr: 9.0781e-03 eta: 2:08:51 time: 0.0678 data_time: 0.0028 memory: 1152 loss: 1.4327 2022/11/28 20:52:07 - mmengine - INFO - Epoch(train) [97][3200/5005] lr: 9.0631e-03 eta: 2:08:44 time: 0.0678 data_time: 0.0022 memory: 1152 loss: 1.2736 2022/11/28 20:52:14 - mmengine - INFO - Epoch(train) [97][3300/5005] lr: 9.0480e-03 eta: 2:08:37 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.6388 2022/11/28 20:52:21 - mmengine - INFO - Epoch(train) [97][3400/5005] lr: 9.0330e-03 eta: 2:08:31 time: 0.0684 data_time: 0.0031 memory: 1152 loss: 1.2974 2022/11/28 20:52:28 - mmengine - INFO - Epoch(train) [97][3500/5005] lr: 9.0181e-03 eta: 2:08:24 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.2139 2022/11/28 20:52:29 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:52:35 - mmengine - INFO - Epoch(train) [97][3600/5005] lr: 9.0031e-03 eta: 2:08:18 time: 0.0673 data_time: 0.0024 memory: 1152 loss: 1.4235 2022/11/28 20:52:42 - mmengine - INFO - Epoch(train) [97][3700/5005] lr: 8.9881e-03 eta: 2:08:11 time: 0.0676 data_time: 0.0022 memory: 1152 loss: 1.5464 2022/11/28 20:52:49 - mmengine - INFO - Epoch(train) [97][3800/5005] lr: 8.9732e-03 eta: 2:08:05 time: 0.0679 data_time: 0.0028 memory: 1152 loss: 1.6553 2022/11/28 20:52:56 - mmengine - INFO - Epoch(train) [97][3900/5005] lr: 8.9582e-03 eta: 2:07:58 time: 0.0672 data_time: 0.0025 memory: 1152 loss: 1.3320 2022/11/28 20:53:03 - mmengine - INFO - Epoch(train) [97][4000/5005] lr: 8.9433e-03 eta: 2:07:52 time: 0.0802 data_time: 0.0021 memory: 1152 loss: 1.5721 2022/11/28 20:53:10 - mmengine - INFO - Epoch(train) [97][4100/5005] lr: 8.9284e-03 eta: 2:07:45 time: 0.0676 data_time: 0.0022 memory: 1152 loss: 1.5158 2022/11/28 20:53:17 - mmengine - INFO - Epoch(train) [97][4200/5005] lr: 8.9135e-03 eta: 2:07:38 time: 0.0685 data_time: 0.0028 memory: 1152 loss: 1.4237 2022/11/28 20:53:24 - mmengine - INFO - Epoch(train) [97][4300/5005] lr: 8.8986e-03 eta: 2:07:32 time: 0.0676 data_time: 0.0028 memory: 1152 loss: 1.6632 2022/11/28 20:53:31 - mmengine - INFO - Epoch(train) [97][4400/5005] lr: 8.8837e-03 eta: 2:07:25 time: 0.0673 data_time: 0.0023 memory: 1152 loss: 1.3963 2022/11/28 20:53:38 - mmengine - INFO - Epoch(train) [97][4500/5005] lr: 8.8688e-03 eta: 2:07:19 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.4665 2022/11/28 20:53:39 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:53:45 - mmengine - INFO - Epoch(train) [97][4600/5005] lr: 8.8539e-03 eta: 2:07:12 time: 0.0710 data_time: 0.0023 memory: 1152 loss: 1.3803 2022/11/28 20:53:52 - mmengine - INFO - Epoch(train) [97][4700/5005] lr: 8.8391e-03 eta: 2:07:06 time: 0.0684 data_time: 0.0021 memory: 1152 loss: 1.4682 2022/11/28 20:53:58 - mmengine - INFO - Epoch(train) [97][4800/5005] lr: 8.8242e-03 eta: 2:06:59 time: 0.0677 data_time: 0.0023 memory: 1152 loss: 1.5031 2022/11/28 20:54:05 - mmengine - INFO - Epoch(train) [97][4900/5005] lr: 8.8094e-03 eta: 2:06:52 time: 0.0695 data_time: 0.0032 memory: 1152 loss: 1.4477 2022/11/28 20:54:12 - mmengine - INFO - Epoch(train) [97][5000/5005] lr: 8.7946e-03 eta: 2:06:46 time: 0.0777 data_time: 0.0031 memory: 1152 loss: 1.4686 2022/11/28 20:54:13 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:54:13 - mmengine - INFO - Saving checkpoint at 97 epochs 2022/11/28 20:54:18 - mmengine - INFO - Epoch(val) [97][100/196] eta: 0:00:03 time: 0.0365 data_time: 0.0259 memory: 1152 2022/11/28 20:54:31 - mmengine - INFO - Epoch(val) [97][196/196] accuracy/top1: 70.0460 accuracy/top5: 89.2840 2022/11/28 20:54:38 - mmengine - INFO - Epoch(train) [98][ 100/5005] lr: 8.7790e-03 eta: 2:06:39 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.3150 2022/11/28 20:54:45 - mmengine - INFO - Epoch(train) [98][ 200/5005] lr: 8.7642e-03 eta: 2:06:33 time: 0.0686 data_time: 0.0022 memory: 1152 loss: 1.4891 2022/11/28 20:54:52 - mmengine - INFO - Epoch(train) [98][ 300/5005] lr: 8.7494e-03 eta: 2:06:26 time: 0.0669 data_time: 0.0028 memory: 1152 loss: 1.5714 2022/11/28 20:54:59 - mmengine - INFO - Epoch(train) [98][ 400/5005] lr: 8.7347e-03 eta: 2:06:19 time: 0.0670 data_time: 0.0023 memory: 1152 loss: 1.3328 2022/11/28 20:55:06 - mmengine - INFO - Epoch(train) [98][ 500/5005] lr: 8.7199e-03 eta: 2:06:13 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.4567 2022/11/28 20:55:07 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:55:13 - mmengine - INFO - Epoch(train) [98][ 600/5005] lr: 8.7052e-03 eta: 2:06:06 time: 0.0691 data_time: 0.0026 memory: 1152 loss: 1.3755 2022/11/28 20:55:20 - mmengine - INFO - Epoch(train) [98][ 700/5005] lr: 8.6904e-03 eta: 2:06:00 time: 0.0681 data_time: 0.0024 memory: 1152 loss: 1.3598 2022/11/28 20:55:27 - mmengine - INFO - Epoch(train) [98][ 800/5005] lr: 8.6757e-03 eta: 2:05:53 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.2721 2022/11/28 20:55:34 - mmengine - INFO - Epoch(train) [98][ 900/5005] lr: 8.6610e-03 eta: 2:05:47 time: 0.0676 data_time: 0.0022 memory: 1152 loss: 1.4043 2022/11/28 20:55:41 - mmengine - INFO - Epoch(train) [98][1000/5005] lr: 8.6463e-03 eta: 2:05:40 time: 0.0674 data_time: 0.0023 memory: 1152 loss: 1.3706 2022/11/28 20:55:48 - mmengine - INFO - Epoch(train) [98][1100/5005] lr: 8.6316e-03 eta: 2:05:34 time: 0.0680 data_time: 0.0030 memory: 1152 loss: 1.4033 2022/11/28 20:55:55 - mmengine - INFO - Epoch(train) [98][1200/5005] lr: 8.6169e-03 eta: 2:05:27 time: 0.0667 data_time: 0.0021 memory: 1152 loss: 1.4813 2022/11/28 20:56:02 - mmengine - INFO - Epoch(train) [98][1300/5005] lr: 8.6022e-03 eta: 2:05:20 time: 0.0679 data_time: 0.0021 memory: 1152 loss: 1.1902 2022/11/28 20:56:09 - mmengine - INFO - Epoch(train) [98][1400/5005] lr: 8.5876e-03 eta: 2:05:14 time: 0.0680 data_time: 0.0029 memory: 1152 loss: 1.3657 2022/11/28 20:56:16 - mmengine - INFO - Epoch(train) [98][1500/5005] lr: 8.5729e-03 eta: 2:05:07 time: 0.0685 data_time: 0.0023 memory: 1152 loss: 1.4721 2022/11/28 20:56:17 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:56:23 - mmengine - INFO - Epoch(train) [98][1600/5005] lr: 8.5583e-03 eta: 2:05:01 time: 0.0669 data_time: 0.0022 memory: 1152 loss: 1.1682 2022/11/28 20:56:30 - mmengine - INFO - Epoch(train) [98][1700/5005] lr: 8.5436e-03 eta: 2:04:54 time: 0.0668 data_time: 0.0022 memory: 1152 loss: 1.5574 2022/11/28 20:56:37 - mmengine - INFO - Epoch(train) [98][1800/5005] lr: 8.5290e-03 eta: 2:04:48 time: 0.0671 data_time: 0.0023 memory: 1152 loss: 1.3534 2022/11/28 20:56:44 - mmengine - INFO - Epoch(train) [98][1900/5005] lr: 8.5144e-03 eta: 2:04:41 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.4980 2022/11/28 20:56:51 - mmengine - INFO - Epoch(train) [98][2000/5005] lr: 8.4998e-03 eta: 2:04:35 time: 0.0670 data_time: 0.0022 memory: 1152 loss: 1.3771 2022/11/28 20:56:58 - mmengine - INFO - Epoch(train) [98][2100/5005] lr: 8.4852e-03 eta: 2:04:28 time: 0.0681 data_time: 0.0021 memory: 1152 loss: 1.5050 2022/11/28 20:57:05 - mmengine - INFO - Epoch(train) [98][2200/5005] lr: 8.4707e-03 eta: 2:04:21 time: 0.0675 data_time: 0.0022 memory: 1152 loss: 1.4484 2022/11/28 20:57:12 - mmengine - INFO - Epoch(train) [98][2300/5005] lr: 8.4561e-03 eta: 2:04:15 time: 0.0678 data_time: 0.0026 memory: 1152 loss: 1.2869 2022/11/28 20:57:19 - mmengine - INFO - Epoch(train) [98][2400/5005] lr: 8.4416e-03 eta: 2:04:08 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.4528 2022/11/28 20:57:26 - mmengine - INFO - Epoch(train) [98][2500/5005] lr: 8.4270e-03 eta: 2:04:02 time: 0.0681 data_time: 0.0022 memory: 1152 loss: 1.4436 2022/11/28 20:57:27 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:57:33 - mmengine - INFO - Epoch(train) [98][2600/5005] lr: 8.4125e-03 eta: 2:03:55 time: 0.0671 data_time: 0.0023 memory: 1152 loss: 1.6087 2022/11/28 20:57:40 - mmengine - INFO - Epoch(train) [98][2700/5005] lr: 8.3980e-03 eta: 2:03:49 time: 0.0669 data_time: 0.0029 memory: 1152 loss: 1.3942 2022/11/28 20:57:46 - mmengine - INFO - Epoch(train) [98][2800/5005] lr: 8.3835e-03 eta: 2:03:42 time: 0.0678 data_time: 0.0021 memory: 1152 loss: 1.5660 2022/11/28 20:57:53 - mmengine - INFO - Epoch(train) [98][2900/5005] lr: 8.3690e-03 eta: 2:03:36 time: 0.0675 data_time: 0.0022 memory: 1152 loss: 1.6014 2022/11/28 20:58:00 - mmengine - INFO - Epoch(train) [98][3000/5005] lr: 8.3545e-03 eta: 2:03:29 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.4660 2022/11/28 20:58:07 - mmengine - INFO - Epoch(train) [98][3100/5005] lr: 8.3400e-03 eta: 2:03:22 time: 0.0678 data_time: 0.0023 memory: 1152 loss: 1.2860 2022/11/28 20:58:14 - mmengine - INFO - Epoch(train) [98][3200/5005] lr: 8.3256e-03 eta: 2:03:16 time: 0.0675 data_time: 0.0025 memory: 1152 loss: 1.5824 2022/11/28 20:58:21 - mmengine - INFO - Epoch(train) [98][3300/5005] lr: 8.3111e-03 eta: 2:03:09 time: 0.0686 data_time: 0.0022 memory: 1152 loss: 1.5555 2022/11/28 20:58:28 - mmengine - INFO - Epoch(train) [98][3400/5005] lr: 8.2967e-03 eta: 2:03:03 time: 0.0675 data_time: 0.0022 memory: 1152 loss: 1.3278 2022/11/28 20:58:35 - mmengine - INFO - Epoch(train) [98][3500/5005] lr: 8.2823e-03 eta: 2:02:56 time: 0.0686 data_time: 0.0028 memory: 1152 loss: 1.4311 2022/11/28 20:58:36 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:58:42 - mmengine - INFO - Epoch(train) [98][3600/5005] lr: 8.2679e-03 eta: 2:02:50 time: 0.0670 data_time: 0.0025 memory: 1152 loss: 1.3229 2022/11/28 20:58:49 - mmengine - INFO - Epoch(train) [98][3700/5005] lr: 8.2535e-03 eta: 2:02:43 time: 0.0673 data_time: 0.0021 memory: 1152 loss: 1.3682 2022/11/28 20:58:56 - mmengine - INFO - Epoch(train) [98][3800/5005] lr: 8.2391e-03 eta: 2:02:36 time: 0.0662 data_time: 0.0024 memory: 1152 loss: 1.5226 2022/11/28 20:59:03 - mmengine - INFO - Epoch(train) [98][3900/5005] lr: 8.2247e-03 eta: 2:02:30 time: 0.0678 data_time: 0.0027 memory: 1152 loss: 1.4759 2022/11/28 20:59:10 - mmengine - INFO - Epoch(train) [98][4000/5005] lr: 8.2103e-03 eta: 2:02:23 time: 0.0667 data_time: 0.0023 memory: 1152 loss: 1.6592 2022/11/28 20:59:17 - mmengine - INFO - Epoch(train) [98][4100/5005] lr: 8.1960e-03 eta: 2:02:17 time: 0.0677 data_time: 0.0023 memory: 1152 loss: 1.2710 2022/11/28 20:59:24 - mmengine - INFO - Epoch(train) [98][4200/5005] lr: 8.1817e-03 eta: 2:02:10 time: 0.0685 data_time: 0.0022 memory: 1152 loss: 1.4965 2022/11/28 20:59:31 - mmengine - INFO - Epoch(train) [98][4300/5005] lr: 8.1673e-03 eta: 2:02:04 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.6112 2022/11/28 20:59:38 - mmengine - INFO - Epoch(train) [98][4400/5005] lr: 8.1530e-03 eta: 2:01:57 time: 0.0677 data_time: 0.0023 memory: 1152 loss: 1.4258 2022/11/28 20:59:45 - mmengine - INFO - Epoch(train) [98][4500/5005] lr: 8.1387e-03 eta: 2:01:51 time: 0.0681 data_time: 0.0022 memory: 1152 loss: 1.4425 2022/11/28 20:59:46 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 20:59:52 - mmengine - INFO - Epoch(train) [98][4600/5005] lr: 8.1244e-03 eta: 2:01:44 time: 0.0680 data_time: 0.0027 memory: 1152 loss: 1.4663 2022/11/28 20:59:59 - mmengine - INFO - Epoch(train) [98][4700/5005] lr: 8.1101e-03 eta: 2:01:37 time: 0.0684 data_time: 0.0030 memory: 1152 loss: 1.2903 2022/11/28 21:00:06 - mmengine - INFO - Epoch(train) [98][4800/5005] lr: 8.0958e-03 eta: 2:01:31 time: 0.0684 data_time: 0.0022 memory: 1152 loss: 1.4270 2022/11/28 21:00:13 - mmengine - INFO - Epoch(train) [98][4900/5005] lr: 8.0816e-03 eta: 2:01:24 time: 0.0670 data_time: 0.0024 memory: 1152 loss: 1.2836 2022/11/28 21:00:20 - mmengine - INFO - Epoch(train) [98][5000/5005] lr: 8.0673e-03 eta: 2:01:18 time: 0.0765 data_time: 0.0030 memory: 1152 loss: 1.3280 2022/11/28 21:00:20 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:00:20 - mmengine - INFO - Saving checkpoint at 98 epochs 2022/11/28 21:00:25 - mmengine - INFO - Epoch(val) [98][100/196] eta: 0:00:03 time: 0.0382 data_time: 0.0270 memory: 1152 2022/11/28 21:00:38 - mmengine - INFO - Epoch(val) [98][196/196] accuracy/top1: 70.1580 accuracy/top5: 89.4100 2022/11/28 21:00:46 - mmengine - INFO - Epoch(train) [99][ 100/5005] lr: 8.0524e-03 eta: 2:01:11 time: 0.0681 data_time: 0.0023 memory: 1152 loss: 1.1989 2022/11/28 21:00:52 - mmengine - INFO - Epoch(train) [99][ 200/5005] lr: 8.0381e-03 eta: 2:01:04 time: 0.0668 data_time: 0.0022 memory: 1152 loss: 1.3855 2022/11/28 21:00:59 - mmengine - INFO - Epoch(train) [99][ 300/5005] lr: 8.0239e-03 eta: 2:00:58 time: 0.0686 data_time: 0.0027 memory: 1152 loss: 1.4151 2022/11/28 21:01:06 - mmengine - INFO - Epoch(train) [99][ 400/5005] lr: 8.0097e-03 eta: 2:00:51 time: 0.0676 data_time: 0.0022 memory: 1152 loss: 1.4615 2022/11/28 21:01:13 - mmengine - INFO - Epoch(train) [99][ 500/5005] lr: 7.9955e-03 eta: 2:00:45 time: 0.0682 data_time: 0.0030 memory: 1152 loss: 1.3832 2022/11/28 21:01:14 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:01:20 - mmengine - INFO - Epoch(train) [99][ 600/5005] lr: 7.9814e-03 eta: 2:00:38 time: 0.0695 data_time: 0.0020 memory: 1152 loss: 1.4463 2022/11/28 21:01:27 - mmengine - INFO - Epoch(train) [99][ 700/5005] lr: 7.9672e-03 eta: 2:00:32 time: 0.0674 data_time: 0.0025 memory: 1152 loss: 1.4132 2022/11/28 21:01:34 - mmengine - INFO - Epoch(train) [99][ 800/5005] lr: 7.9530e-03 eta: 2:00:25 time: 0.0681 data_time: 0.0020 memory: 1152 loss: 1.3973 2022/11/28 21:01:41 - mmengine - INFO - Epoch(train) [99][ 900/5005] lr: 7.9389e-03 eta: 2:00:18 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.2512 2022/11/28 21:01:48 - mmengine - INFO - Epoch(train) [99][1000/5005] lr: 7.9247e-03 eta: 2:00:12 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.3070 2022/11/28 21:01:55 - mmengine - INFO - Epoch(train) [99][1100/5005] lr: 7.9106e-03 eta: 2:00:05 time: 0.0673 data_time: 0.0023 memory: 1152 loss: 1.5116 2022/11/28 21:02:02 - mmengine - INFO - Epoch(train) [99][1200/5005] lr: 7.8965e-03 eta: 1:59:59 time: 0.0682 data_time: 0.0023 memory: 1152 loss: 1.5204 2022/11/28 21:02:09 - mmengine - INFO - Epoch(train) [99][1300/5005] lr: 7.8824e-03 eta: 1:59:52 time: 0.0740 data_time: 0.0022 memory: 1152 loss: 1.2587 2022/11/28 21:02:16 - mmengine - INFO - Epoch(train) [99][1400/5005] lr: 7.8683e-03 eta: 1:59:46 time: 0.0670 data_time: 0.0021 memory: 1152 loss: 1.5099 2022/11/28 21:02:23 - mmengine - INFO - Epoch(train) [99][1500/5005] lr: 7.8542e-03 eta: 1:59:39 time: 0.0677 data_time: 0.0023 memory: 1152 loss: 1.2161 2022/11/28 21:02:24 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:02:30 - mmengine - INFO - Epoch(train) [99][1600/5005] lr: 7.8402e-03 eta: 1:59:32 time: 0.0682 data_time: 0.0022 memory: 1152 loss: 1.6477 2022/11/28 21:02:37 - mmengine - INFO - Epoch(train) [99][1700/5005] lr: 7.8261e-03 eta: 1:59:26 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 1.4648 2022/11/28 21:02:44 - mmengine - INFO - Epoch(train) [99][1800/5005] lr: 7.8121e-03 eta: 1:59:19 time: 0.0670 data_time: 0.0023 memory: 1152 loss: 1.3859 2022/11/28 21:02:51 - mmengine - INFO - Epoch(train) [99][1900/5005] lr: 7.7980e-03 eta: 1:59:13 time: 0.0676 data_time: 0.0021 memory: 1152 loss: 1.3959 2022/11/28 21:02:58 - mmengine - INFO - Epoch(train) [99][2000/5005] lr: 7.7840e-03 eta: 1:59:06 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.4468 2022/11/28 21:03:05 - mmengine - INFO - Epoch(train) [99][2100/5005] lr: 7.7700e-03 eta: 1:59:00 time: 0.0669 data_time: 0.0021 memory: 1152 loss: 1.4775 2022/11/28 21:03:12 - mmengine - INFO - Epoch(train) [99][2200/5005] lr: 7.7560e-03 eta: 1:58:53 time: 0.0679 data_time: 0.0021 memory: 1152 loss: 1.3147 2022/11/28 21:03:18 - mmengine - INFO - Epoch(train) [99][2300/5005] lr: 7.7420e-03 eta: 1:58:46 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.5065 2022/11/28 21:03:25 - mmengine - INFO - Epoch(train) [99][2400/5005] lr: 7.7281e-03 eta: 1:58:40 time: 0.0675 data_time: 0.0021 memory: 1152 loss: 1.2475 2022/11/28 21:03:32 - mmengine - INFO - Epoch(train) [99][2500/5005] lr: 7.7141e-03 eta: 1:58:33 time: 0.0672 data_time: 0.0022 memory: 1152 loss: 1.4272 2022/11/28 21:03:33 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:03:39 - mmengine - INFO - Epoch(train) [99][2600/5005] lr: 7.7001e-03 eta: 1:58:27 time: 0.0775 data_time: 0.0022 memory: 1152 loss: 1.3059 2022/11/28 21:03:46 - mmengine - INFO - Epoch(train) [99][2700/5005] lr: 7.6862e-03 eta: 1:58:20 time: 0.0692 data_time: 0.0028 memory: 1152 loss: 1.4329 2022/11/28 21:03:54 - mmengine - INFO - Epoch(train) [99][2800/5005] lr: 7.6723e-03 eta: 1:58:14 time: 0.0673 data_time: 0.0027 memory: 1152 loss: 1.5458 2022/11/28 21:04:01 - mmengine - INFO - Epoch(train) [99][2900/5005] lr: 7.6584e-03 eta: 1:58:07 time: 0.0676 data_time: 0.0022 memory: 1152 loss: 1.3870 2022/11/28 21:04:08 - mmengine - INFO - Epoch(train) [99][3000/5005] lr: 7.6445e-03 eta: 1:58:01 time: 0.0679 data_time: 0.0025 memory: 1152 loss: 1.5196 2022/11/28 21:04:15 - mmengine - INFO - Epoch(train) [99][3100/5005] lr: 7.6306e-03 eta: 1:57:54 time: 0.0676 data_time: 0.0029 memory: 1152 loss: 1.2215 2022/11/28 21:04:21 - mmengine - INFO - Epoch(train) [99][3200/5005] lr: 7.6167e-03 eta: 1:57:47 time: 0.0673 data_time: 0.0023 memory: 1152 loss: 1.4136 2022/11/28 21:04:28 - mmengine - INFO - Epoch(train) [99][3300/5005] lr: 7.6028e-03 eta: 1:57:41 time: 0.0673 data_time: 0.0026 memory: 1152 loss: 1.4720 2022/11/28 21:04:35 - mmengine - INFO - Epoch(train) [99][3400/5005] lr: 7.5890e-03 eta: 1:57:34 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.2703 2022/11/28 21:04:42 - mmengine - INFO - Epoch(train) [99][3500/5005] lr: 7.5751e-03 eta: 1:57:28 time: 0.0680 data_time: 0.0024 memory: 1152 loss: 1.4641 2022/11/28 21:04:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:04:49 - mmengine - INFO - Epoch(train) [99][3600/5005] lr: 7.5613e-03 eta: 1:57:21 time: 0.0678 data_time: 0.0021 memory: 1152 loss: 1.4204 2022/11/28 21:04:56 - mmengine - INFO - Epoch(train) [99][3700/5005] lr: 7.5475e-03 eta: 1:57:15 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.3708 2022/11/28 21:05:03 - mmengine - INFO - Epoch(train) [99][3800/5005] lr: 7.5336e-03 eta: 1:57:08 time: 0.0686 data_time: 0.0022 memory: 1152 loss: 1.2189 2022/11/28 21:05:10 - mmengine - INFO - Epoch(train) [99][3900/5005] lr: 7.5198e-03 eta: 1:57:01 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.4451 2022/11/28 21:05:17 - mmengine - INFO - Epoch(train) [99][4000/5005] lr: 7.5061e-03 eta: 1:56:55 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.3671 2022/11/28 21:05:24 - mmengine - INFO - Epoch(train) [99][4100/5005] lr: 7.4923e-03 eta: 1:56:48 time: 0.0678 data_time: 0.0024 memory: 1152 loss: 1.3968 2022/11/28 21:05:31 - mmengine - INFO - Epoch(train) [99][4200/5005] lr: 7.4785e-03 eta: 1:56:42 time: 0.0670 data_time: 0.0024 memory: 1152 loss: 1.2618 2022/11/28 21:05:38 - mmengine - INFO - Epoch(train) [99][4300/5005] lr: 7.4648e-03 eta: 1:56:35 time: 0.0680 data_time: 0.0026 memory: 1152 loss: 1.3785 2022/11/28 21:05:45 - mmengine - INFO - Epoch(train) [99][4400/5005] lr: 7.4510e-03 eta: 1:56:29 time: 0.0743 data_time: 0.0022 memory: 1152 loss: 1.2509 2022/11/28 21:05:52 - mmengine - INFO - Epoch(train) [99][4500/5005] lr: 7.4373e-03 eta: 1:56:22 time: 0.0683 data_time: 0.0022 memory: 1152 loss: 1.4324 2022/11/28 21:05:53 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:05:59 - mmengine - INFO - Epoch(train) [99][4600/5005] lr: 7.4236e-03 eta: 1:56:16 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.3452 2022/11/28 21:06:06 - mmengine - INFO - Epoch(train) [99][4700/5005] lr: 7.4099e-03 eta: 1:56:09 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.3360 2022/11/28 21:06:13 - mmengine - INFO - Epoch(train) [99][4800/5005] lr: 7.3962e-03 eta: 1:56:02 time: 0.0678 data_time: 0.0022 memory: 1152 loss: 1.3802 2022/11/28 21:06:20 - mmengine - INFO - Epoch(train) [99][4900/5005] lr: 7.3825e-03 eta: 1:55:56 time: 0.0680 data_time: 0.0023 memory: 1152 loss: 1.2511 2022/11/28 21:06:27 - mmengine - INFO - Epoch(train) [99][5000/5005] lr: 7.3688e-03 eta: 1:55:49 time: 0.0688 data_time: 0.0034 memory: 1152 loss: 1.4007 2022/11/28 21:06:27 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:06:27 - mmengine - INFO - Saving checkpoint at 99 epochs 2022/11/28 21:06:32 - mmengine - INFO - Epoch(val) [99][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0247 memory: 1152 2022/11/28 21:06:45 - mmengine - INFO - Epoch(val) [99][196/196] accuracy/top1: 70.6780 accuracy/top5: 89.7280 2022/11/28 21:06:53 - mmengine - INFO - Epoch(train) [100][ 100/5005] lr: 7.3545e-03 eta: 1:55:42 time: 0.0685 data_time: 0.0021 memory: 1152 loss: 1.4853 2022/11/28 21:07:00 - mmengine - INFO - Epoch(train) [100][ 200/5005] lr: 7.3408e-03 eta: 1:55:36 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.4961 2022/11/28 21:07:07 - mmengine - INFO - Epoch(train) [100][ 300/5005] lr: 7.3272e-03 eta: 1:55:29 time: 0.0676 data_time: 0.0022 memory: 1152 loss: 1.5119 2022/11/28 21:07:14 - mmengine - INFO - Epoch(train) [100][ 400/5005] lr: 7.3136e-03 eta: 1:55:23 time: 0.0678 data_time: 0.0022 memory: 1152 loss: 1.2894 2022/11/28 21:07:21 - mmengine - INFO - Epoch(train) [100][ 500/5005] lr: 7.2999e-03 eta: 1:55:16 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.2801 2022/11/28 21:07:21 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:07:28 - mmengine - INFO - Epoch(train) [100][ 600/5005] lr: 7.2863e-03 eta: 1:55:10 time: 0.0683 data_time: 0.0022 memory: 1152 loss: 1.3157 2022/11/28 21:07:35 - mmengine - INFO - Epoch(train) [100][ 700/5005] lr: 7.2728e-03 eta: 1:55:03 time: 0.0683 data_time: 0.0022 memory: 1152 loss: 1.2601 2022/11/28 21:07:42 - mmengine - INFO - Epoch(train) [100][ 800/5005] lr: 7.2592e-03 eta: 1:54:56 time: 0.0665 data_time: 0.0022 memory: 1152 loss: 1.3305 2022/11/28 21:07:49 - mmengine - INFO - Epoch(train) [100][ 900/5005] lr: 7.2456e-03 eta: 1:54:50 time: 0.0671 data_time: 0.0021 memory: 1152 loss: 1.5304 2022/11/28 21:07:56 - mmengine - INFO - Epoch(train) [100][1000/5005] lr: 7.2321e-03 eta: 1:54:43 time: 0.0696 data_time: 0.0022 memory: 1152 loss: 1.2463 2022/11/28 21:08:03 - mmengine - INFO - Epoch(train) [100][1100/5005] lr: 7.2185e-03 eta: 1:54:37 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.2501 2022/11/28 21:08:09 - mmengine - INFO - Epoch(train) [100][1200/5005] lr: 7.2050e-03 eta: 1:54:30 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.3464 2022/11/28 21:08:16 - mmengine - INFO - Epoch(train) [100][1300/5005] lr: 7.1915e-03 eta: 1:54:24 time: 0.0758 data_time: 0.0027 memory: 1152 loss: 1.3422 2022/11/28 21:08:24 - mmengine - INFO - Epoch(train) [100][1400/5005] lr: 7.1780e-03 eta: 1:54:17 time: 0.0680 data_time: 0.0021 memory: 1152 loss: 1.2954 2022/11/28 21:08:30 - mmengine - INFO - Epoch(train) [100][1500/5005] lr: 7.1645e-03 eta: 1:54:11 time: 0.0679 data_time: 0.0022 memory: 1152 loss: 1.3268 2022/11/28 21:08:31 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:08:37 - mmengine - INFO - Epoch(train) [100][1600/5005] lr: 7.1510e-03 eta: 1:54:04 time: 0.0679 data_time: 0.0021 memory: 1152 loss: 1.2981 2022/11/28 21:08:44 - mmengine - INFO - Epoch(train) [100][1700/5005] lr: 7.1375e-03 eta: 1:53:57 time: 0.0675 data_time: 0.0023 memory: 1152 loss: 1.5343 2022/11/28 21:08:51 - mmengine - INFO - Epoch(train) [100][1800/5005] lr: 7.1240e-03 eta: 1:53:51 time: 0.0679 data_time: 0.0022 memory: 1152 loss: 1.3138 2022/11/28 21:08:58 - mmengine - INFO - Epoch(train) [100][1900/5005] lr: 7.1106e-03 eta: 1:53:44 time: 0.0671 data_time: 0.0022 memory: 1152 loss: 1.4888 2022/11/28 21:09:05 - mmengine - INFO - Epoch(train) [100][2000/5005] lr: 7.0972e-03 eta: 1:53:38 time: 0.0678 data_time: 0.0023 memory: 1152 loss: 1.3060 2022/11/28 21:09:12 - mmengine - INFO - Epoch(train) [100][2100/5005] lr: 7.0837e-03 eta: 1:53:31 time: 0.0670 data_time: 0.0022 memory: 1152 loss: 1.3929 2022/11/28 21:09:19 - mmengine - INFO - Epoch(train) [100][2200/5005] lr: 7.0703e-03 eta: 1:53:25 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.1882 2022/11/28 21:09:26 - mmengine - INFO - Epoch(train) [100][2300/5005] lr: 7.0569e-03 eta: 1:53:18 time: 0.0681 data_time: 0.0023 memory: 1152 loss: 1.4035 2022/11/28 21:09:33 - mmengine - INFO - Epoch(train) [100][2400/5005] lr: 7.0435e-03 eta: 1:53:11 time: 0.0684 data_time: 0.0026 memory: 1152 loss: 1.2355 2022/11/28 21:09:40 - mmengine - INFO - Epoch(train) [100][2500/5005] lr: 7.0301e-03 eta: 1:53:05 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.4361 2022/11/28 21:09:41 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:09:47 - mmengine - INFO - Epoch(train) [100][2600/5005] lr: 7.0168e-03 eta: 1:52:58 time: 0.0681 data_time: 0.0028 memory: 1152 loss: 1.2502 2022/11/28 21:09:54 - mmengine - INFO - Epoch(train) [100][2700/5005] lr: 7.0034e-03 eta: 1:52:52 time: 0.0757 data_time: 0.0021 memory: 1152 loss: 1.3220 2022/11/28 21:10:01 - mmengine - INFO - Epoch(train) [100][2800/5005] lr: 6.9901e-03 eta: 1:52:45 time: 0.0675 data_time: 0.0022 memory: 1152 loss: 1.2948 2022/11/28 21:10:08 - mmengine - INFO - Epoch(train) [100][2900/5005] lr: 6.9768e-03 eta: 1:52:39 time: 0.0669 data_time: 0.0022 memory: 1152 loss: 1.3141 2022/11/28 21:10:15 - mmengine - INFO - Epoch(train) [100][3000/5005] lr: 6.9634e-03 eta: 1:52:32 time: 0.0702 data_time: 0.0023 memory: 1152 loss: 1.2955 2022/11/28 21:10:22 - mmengine - INFO - Epoch(train) [100][3100/5005] lr: 6.9501e-03 eta: 1:52:25 time: 0.0716 data_time: 0.0022 memory: 1152 loss: 1.2419 2022/11/28 21:10:29 - mmengine - INFO - Epoch(train) [100][3200/5005] lr: 6.9368e-03 eta: 1:52:19 time: 0.0672 data_time: 0.0021 memory: 1152 loss: 1.2779 2022/11/28 21:10:36 - mmengine - INFO - Epoch(train) [100][3300/5005] lr: 6.9235e-03 eta: 1:52:12 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.4230 2022/11/28 21:10:43 - mmengine - INFO - Epoch(train) [100][3400/5005] lr: 6.9103e-03 eta: 1:52:06 time: 0.0680 data_time: 0.0022 memory: 1152 loss: 1.3166 2022/11/28 21:10:50 - mmengine - INFO - Epoch(train) [100][3500/5005] lr: 6.8970e-03 eta: 1:51:59 time: 0.0678 data_time: 0.0029 memory: 1152 loss: 1.3991 2022/11/28 21:10:51 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:10:57 - mmengine - INFO - Epoch(train) [100][3600/5005] lr: 6.8838e-03 eta: 1:51:53 time: 0.0678 data_time: 0.0023 memory: 1152 loss: 1.3089 2022/11/28 21:11:04 - mmengine - INFO - Epoch(train) [100][3700/5005] lr: 6.8705e-03 eta: 1:51:46 time: 0.0675 data_time: 0.0028 memory: 1152 loss: 1.3610 2022/11/28 21:11:11 - mmengine - INFO - Epoch(train) [100][3800/5005] lr: 6.8573e-03 eta: 1:51:39 time: 0.0682 data_time: 0.0022 memory: 1152 loss: 1.1755 2022/11/28 21:11:18 - mmengine - INFO - Epoch(train) [100][3900/5005] lr: 6.8441e-03 eta: 1:51:33 time: 0.0680 data_time: 0.0022 memory: 1152 loss: 1.3941 2022/11/28 21:11:25 - mmengine - INFO - Epoch(train) [100][4000/5005] lr: 6.8309e-03 eta: 1:51:26 time: 0.0682 data_time: 0.0024 memory: 1152 loss: 1.2813 2022/11/28 21:11:32 - mmengine - INFO - Epoch(train) [100][4100/5005] lr: 6.8177e-03 eta: 1:51:20 time: 0.0690 data_time: 0.0023 memory: 1152 loss: 1.4245 2022/11/28 21:11:39 - mmengine - INFO - Epoch(train) [100][4200/5005] lr: 6.8045e-03 eta: 1:51:13 time: 0.0682 data_time: 0.0022 memory: 1152 loss: 1.5351 2022/11/28 21:11:46 - mmengine - INFO - Epoch(train) [100][4300/5005] lr: 6.7913e-03 eta: 1:51:07 time: 0.0687 data_time: 0.0023 memory: 1152 loss: 1.3091 2022/11/28 21:11:53 - mmengine - INFO - Epoch(train) [100][4400/5005] lr: 6.7782e-03 eta: 1:51:00 time: 0.0739 data_time: 0.0023 memory: 1152 loss: 1.3438 2022/11/28 21:12:00 - mmengine - INFO - Epoch(train) [100][4500/5005] lr: 6.7651e-03 eta: 1:50:54 time: 0.0673 data_time: 0.0031 memory: 1152 loss: 1.3258 2022/11/28 21:12:01 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:12:07 - mmengine - INFO - Epoch(train) [100][4600/5005] lr: 6.7519e-03 eta: 1:50:47 time: 0.0743 data_time: 0.0022 memory: 1152 loss: 1.1320 2022/11/28 21:12:14 - mmengine - INFO - Epoch(train) [100][4700/5005] lr: 6.7388e-03 eta: 1:50:40 time: 0.0678 data_time: 0.0021 memory: 1152 loss: 1.4697 2022/11/28 21:12:21 - mmengine - INFO - Epoch(train) [100][4800/5005] lr: 6.7257e-03 eta: 1:50:34 time: 0.0678 data_time: 0.0025 memory: 1152 loss: 1.4069 2022/11/28 21:12:28 - mmengine - INFO - Epoch(train) [100][4900/5005] lr: 6.7126e-03 eta: 1:50:27 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.3784 2022/11/28 21:12:35 - mmengine - INFO - Epoch(train) [100][5000/5005] lr: 6.6995e-03 eta: 1:50:21 time: 0.0678 data_time: 0.0030 memory: 1152 loss: 1.5902 2022/11/28 21:12:35 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:12:35 - mmengine - INFO - Saving checkpoint at 100 epochs 2022/11/28 21:12:40 - mmengine - INFO - Epoch(val) [100][100/196] eta: 0:00:03 time: 0.0371 data_time: 0.0262 memory: 1152 2022/11/28 21:12:53 - mmengine - INFO - Epoch(val) [100][196/196] accuracy/top1: 71.1800 accuracy/top5: 89.9440 2022/11/28 21:13:01 - mmengine - INFO - Epoch(train) [101][ 100/5005] lr: 6.6858e-03 eta: 1:50:14 time: 0.0681 data_time: 0.0023 memory: 1152 loss: 1.3725 2022/11/28 21:13:08 - mmengine - INFO - Epoch(train) [101][ 200/5005] lr: 6.6727e-03 eta: 1:50:07 time: 0.0679 data_time: 0.0028 memory: 1152 loss: 1.2967 2022/11/28 21:13:15 - mmengine - INFO - Epoch(train) [101][ 300/5005] lr: 6.6597e-03 eta: 1:50:01 time: 0.0669 data_time: 0.0022 memory: 1152 loss: 1.2216 2022/11/28 21:13:22 - mmengine - INFO - Epoch(train) [101][ 400/5005] lr: 6.6466e-03 eta: 1:49:54 time: 0.0672 data_time: 0.0023 memory: 1152 loss: 1.4752 2022/11/28 21:13:29 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:13:29 - mmengine - INFO - Epoch(train) [101][ 500/5005] lr: 6.6336e-03 eta: 1:49:48 time: 0.0690 data_time: 0.0022 memory: 1152 loss: 1.1154 2022/11/28 21:13:36 - mmengine - INFO - Epoch(train) [101][ 600/5005] lr: 6.6206e-03 eta: 1:49:41 time: 0.0674 data_time: 0.0023 memory: 1152 loss: 1.3763 2022/11/28 21:13:43 - mmengine - INFO - Epoch(train) [101][ 700/5005] lr: 6.6076e-03 eta: 1:49:34 time: 0.0675 data_time: 0.0022 memory: 1152 loss: 1.4808 2022/11/28 21:13:50 - mmengine - INFO - Epoch(train) [101][ 800/5005] lr: 6.5946e-03 eta: 1:49:28 time: 0.0679 data_time: 0.0022 memory: 1152 loss: 1.1397 2022/11/28 21:13:57 - mmengine - INFO - Epoch(train) [101][ 900/5005] lr: 6.5816e-03 eta: 1:49:21 time: 0.0750 data_time: 0.0029 memory: 1152 loss: 1.2727 2022/11/28 21:14:04 - mmengine - INFO - Epoch(train) [101][1000/5005] lr: 6.5687e-03 eta: 1:49:15 time: 0.0681 data_time: 0.0023 memory: 1152 loss: 1.4328 2022/11/28 21:14:11 - mmengine - INFO - Epoch(train) [101][1100/5005] lr: 6.5557e-03 eta: 1:49:08 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.4577 2022/11/28 21:14:17 - mmengine - INFO - Epoch(train) [101][1200/5005] lr: 6.5428e-03 eta: 1:49:02 time: 0.0684 data_time: 0.0023 memory: 1152 loss: 1.4128 2022/11/28 21:14:24 - mmengine - INFO - Epoch(train) [101][1300/5005] lr: 6.5299e-03 eta: 1:48:55 time: 0.0688 data_time: 0.0022 memory: 1152 loss: 1.2206 2022/11/28 21:14:31 - mmengine - INFO - Epoch(train) [101][1400/5005] lr: 6.5169e-03 eta: 1:48:48 time: 0.0662 data_time: 0.0023 memory: 1152 loss: 1.4104 2022/11/28 21:14:38 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:14:38 - mmengine - INFO - Epoch(train) [101][1500/5005] lr: 6.5040e-03 eta: 1:48:42 time: 0.0681 data_time: 0.0021 memory: 1152 loss: 1.2912 2022/11/28 21:14:45 - mmengine - INFO - Epoch(train) [101][1600/5005] lr: 6.4911e-03 eta: 1:48:35 time: 0.0682 data_time: 0.0022 memory: 1152 loss: 1.4074 2022/11/28 21:14:53 - mmengine - INFO - Epoch(train) [101][1700/5005] lr: 6.4783e-03 eta: 1:48:29 time: 0.0686 data_time: 0.0021 memory: 1152 loss: 1.2847 2022/11/28 21:14:59 - mmengine - INFO - Epoch(train) [101][1800/5005] lr: 6.4654e-03 eta: 1:48:22 time: 0.0675 data_time: 0.0021 memory: 1152 loss: 1.3647 2022/11/28 21:15:06 - mmengine - INFO - Epoch(train) [101][1900/5005] lr: 6.4525e-03 eta: 1:48:16 time: 0.0682 data_time: 0.0025 memory: 1152 loss: 1.3169 2022/11/28 21:15:13 - mmengine - INFO - Epoch(train) [101][2000/5005] lr: 6.4397e-03 eta: 1:48:09 time: 0.0672 data_time: 0.0023 memory: 1152 loss: 1.4047 2022/11/28 21:15:20 - mmengine - INFO - Epoch(train) [101][2100/5005] lr: 6.4269e-03 eta: 1:48:02 time: 0.0670 data_time: 0.0022 memory: 1152 loss: 1.4710 2022/11/28 21:15:27 - mmengine - INFO - Epoch(train) [101][2200/5005] lr: 6.4140e-03 eta: 1:47:56 time: 0.0684 data_time: 0.0029 memory: 1152 loss: 1.2192 2022/11/28 21:15:34 - mmengine - INFO - Epoch(train) [101][2300/5005] lr: 6.4012e-03 eta: 1:47:49 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.2724 2022/11/28 21:15:41 - mmengine - INFO - Epoch(train) [101][2400/5005] lr: 6.3884e-03 eta: 1:47:43 time: 0.0668 data_time: 0.0023 memory: 1152 loss: 1.3707 2022/11/28 21:15:48 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:15:48 - mmengine - INFO - Epoch(train) [101][2500/5005] lr: 6.3756e-03 eta: 1:47:36 time: 0.0682 data_time: 0.0030 memory: 1152 loss: 1.1866 2022/11/28 21:15:55 - mmengine - INFO - Epoch(train) [101][2600/5005] lr: 6.3629e-03 eta: 1:47:30 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.4692 2022/11/28 21:16:02 - mmengine - INFO - Epoch(train) [101][2700/5005] lr: 6.3501e-03 eta: 1:47:23 time: 0.0676 data_time: 0.0029 memory: 1152 loss: 1.2463 2022/11/28 21:16:09 - mmengine - INFO - Epoch(train) [101][2800/5005] lr: 6.3374e-03 eta: 1:47:16 time: 0.0668 data_time: 0.0022 memory: 1152 loss: 1.2613 2022/11/28 21:16:16 - mmengine - INFO - Epoch(train) [101][2900/5005] lr: 6.3246e-03 eta: 1:47:10 time: 0.0670 data_time: 0.0022 memory: 1152 loss: 1.2552 2022/11/28 21:16:23 - mmengine - INFO - Epoch(train) [101][3000/5005] lr: 6.3119e-03 eta: 1:47:03 time: 0.0791 data_time: 0.0022 memory: 1152 loss: 1.4463 2022/11/28 21:16:30 - mmengine - INFO - Epoch(train) [101][3100/5005] lr: 6.2992e-03 eta: 1:46:57 time: 0.0683 data_time: 0.0022 memory: 1152 loss: 1.4243 2022/11/28 21:16:37 - mmengine - INFO - Epoch(train) [101][3200/5005] lr: 6.2865e-03 eta: 1:46:50 time: 0.0675 data_time: 0.0022 memory: 1152 loss: 1.3429 2022/11/28 21:16:44 - mmengine - INFO - Epoch(train) [101][3300/5005] lr: 6.2738e-03 eta: 1:46:44 time: 0.0673 data_time: 0.0023 memory: 1152 loss: 1.5341 2022/11/28 21:16:51 - mmengine - INFO - Epoch(train) [101][3400/5005] lr: 6.2611e-03 eta: 1:46:37 time: 0.0682 data_time: 0.0023 memory: 1152 loss: 1.3697 2022/11/28 21:16:58 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:16:58 - mmengine - INFO - Epoch(train) [101][3500/5005] lr: 6.2484e-03 eta: 1:46:30 time: 0.0681 data_time: 0.0023 memory: 1152 loss: 1.3357 2022/11/28 21:17:05 - mmengine - INFO - Epoch(train) [101][3600/5005] lr: 6.2358e-03 eta: 1:46:24 time: 0.0679 data_time: 0.0022 memory: 1152 loss: 1.4598 2022/11/28 21:17:12 - mmengine - INFO - Epoch(train) [101][3700/5005] lr: 6.2232e-03 eta: 1:46:17 time: 0.0685 data_time: 0.0023 memory: 1152 loss: 1.3717 2022/11/28 21:17:19 - mmengine - INFO - Epoch(train) [101][3800/5005] lr: 6.2105e-03 eta: 1:46:11 time: 0.0676 data_time: 0.0022 memory: 1152 loss: 1.4795 2022/11/28 21:17:26 - mmengine - INFO - Epoch(train) [101][3900/5005] lr: 6.1979e-03 eta: 1:46:04 time: 0.0677 data_time: 0.0023 memory: 1152 loss: 1.2095 2022/11/28 21:17:33 - mmengine - INFO - Epoch(train) [101][4000/5005] lr: 6.1853e-03 eta: 1:45:58 time: 0.0679 data_time: 0.0026 memory: 1152 loss: 1.1874 2022/11/28 21:17:40 - mmengine - INFO - Epoch(train) [101][4100/5005] lr: 6.1727e-03 eta: 1:45:51 time: 0.0671 data_time: 0.0023 memory: 1152 loss: 1.5790 2022/11/28 21:17:47 - mmengine - INFO - Epoch(train) [101][4200/5005] lr: 6.1601e-03 eta: 1:45:44 time: 0.0678 data_time: 0.0022 memory: 1152 loss: 1.5107 2022/11/28 21:17:54 - mmengine - INFO - Epoch(train) [101][4300/5005] lr: 6.1475e-03 eta: 1:45:38 time: 0.0751 data_time: 0.0028 memory: 1152 loss: 1.1918 2022/11/28 21:18:01 - mmengine - INFO - Epoch(train) [101][4400/5005] lr: 6.1350e-03 eta: 1:45:31 time: 0.0672 data_time: 0.0023 memory: 1152 loss: 1.3981 2022/11/28 21:18:08 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:18:08 - mmengine - INFO - Epoch(train) [101][4500/5005] lr: 6.1224e-03 eta: 1:45:25 time: 0.0676 data_time: 0.0022 memory: 1152 loss: 1.3325 2022/11/28 21:18:15 - mmengine - INFO - Epoch(train) [101][4600/5005] lr: 6.1099e-03 eta: 1:45:18 time: 0.0683 data_time: 0.0024 memory: 1152 loss: 1.4147 2022/11/28 21:18:22 - mmengine - INFO - Epoch(train) [101][4700/5005] lr: 6.0974e-03 eta: 1:45:12 time: 0.0674 data_time: 0.0023 memory: 1152 loss: 1.4188 2022/11/28 21:18:29 - mmengine - INFO - Epoch(train) [101][4800/5005] lr: 6.0849e-03 eta: 1:45:05 time: 0.0670 data_time: 0.0023 memory: 1152 loss: 1.2018 2022/11/28 21:18:36 - mmengine - INFO - Epoch(train) [101][4900/5005] lr: 6.0724e-03 eta: 1:44:58 time: 0.0682 data_time: 0.0025 memory: 1152 loss: 1.3890 2022/11/28 21:18:43 - mmengine - INFO - Epoch(train) [101][5000/5005] lr: 6.0599e-03 eta: 1:44:52 time: 0.0676 data_time: 0.0030 memory: 1152 loss: 1.1576 2022/11/28 21:18:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:18:43 - mmengine - INFO - Saving checkpoint at 101 epochs 2022/11/28 21:18:48 - mmengine - INFO - Epoch(val) [101][100/196] eta: 0:00:03 time: 0.0373 data_time: 0.0268 memory: 1152 2022/11/28 21:19:01 - mmengine - INFO - Epoch(val) [101][196/196] accuracy/top1: 71.1760 accuracy/top5: 90.0940 2022/11/28 21:19:09 - mmengine - INFO - Epoch(train) [102][ 100/5005] lr: 6.0468e-03 eta: 1:44:45 time: 0.0684 data_time: 0.0022 memory: 1152 loss: 1.3925 2022/11/28 21:19:16 - mmengine - INFO - Epoch(train) [102][ 200/5005] lr: 6.0343e-03 eta: 1:44:38 time: 0.0683 data_time: 0.0021 memory: 1152 loss: 1.3644 2022/11/28 21:19:23 - mmengine - INFO - Epoch(train) [102][ 300/5005] lr: 6.0219e-03 eta: 1:44:32 time: 0.0736 data_time: 0.0031 memory: 1152 loss: 1.4101 2022/11/28 21:19:30 - mmengine - INFO - Epoch(train) [102][ 400/5005] lr: 6.0094e-03 eta: 1:44:25 time: 0.0676 data_time: 0.0023 memory: 1152 loss: 1.3588 2022/11/28 21:19:36 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:19:37 - mmengine - INFO - Epoch(train) [102][ 500/5005] lr: 5.9970e-03 eta: 1:44:19 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.1595 2022/11/28 21:19:44 - mmengine - INFO - Epoch(train) [102][ 600/5005] lr: 5.9846e-03 eta: 1:44:12 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.2176 2022/11/28 21:19:50 - mmengine - INFO - Epoch(train) [102][ 700/5005] lr: 5.9722e-03 eta: 1:44:05 time: 0.0676 data_time: 0.0023 memory: 1152 loss: 1.3798 2022/11/28 21:19:57 - mmengine - INFO - Epoch(train) [102][ 800/5005] lr: 5.9598e-03 eta: 1:43:59 time: 0.0671 data_time: 0.0023 memory: 1152 loss: 1.3695 2022/11/28 21:20:04 - mmengine - INFO - Epoch(train) [102][ 900/5005] lr: 5.9474e-03 eta: 1:43:52 time: 0.0670 data_time: 0.0023 memory: 1152 loss: 1.3301 2022/11/28 21:20:11 - mmengine - INFO - Epoch(train) [102][1000/5005] lr: 5.9351e-03 eta: 1:43:46 time: 0.0694 data_time: 0.0025 memory: 1152 loss: 1.3375 2022/11/28 21:20:18 - mmengine - INFO - Epoch(train) [102][1100/5005] lr: 5.9227e-03 eta: 1:43:39 time: 0.0678 data_time: 0.0026 memory: 1152 loss: 1.4700 2022/11/28 21:20:25 - mmengine - INFO - Epoch(train) [102][1200/5005] lr: 5.9104e-03 eta: 1:43:32 time: 0.0683 data_time: 0.0029 memory: 1152 loss: 1.3996 2022/11/28 21:20:32 - mmengine - INFO - Epoch(train) [102][1300/5005] lr: 5.8981e-03 eta: 1:43:26 time: 0.0681 data_time: 0.0022 memory: 1152 loss: 1.3092 2022/11/28 21:20:39 - mmengine - INFO - Epoch(train) [102][1400/5005] lr: 5.8857e-03 eta: 1:43:19 time: 0.0688 data_time: 0.0027 memory: 1152 loss: 1.4554 2022/11/28 21:20:46 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:20:46 - mmengine - INFO - Epoch(train) [102][1500/5005] lr: 5.8734e-03 eta: 1:43:13 time: 0.0692 data_time: 0.0027 memory: 1152 loss: 1.2265 2022/11/28 21:20:53 - mmengine - INFO - Epoch(train) [102][1600/5005] lr: 5.8611e-03 eta: 1:43:06 time: 0.0681 data_time: 0.0028 memory: 1152 loss: 1.3738 2022/11/28 21:21:00 - mmengine - INFO - Epoch(train) [102][1700/5005] lr: 5.8489e-03 eta: 1:43:00 time: 0.0684 data_time: 0.0024 memory: 1152 loss: 1.2728 2022/11/28 21:21:07 - mmengine - INFO - Epoch(train) [102][1800/5005] lr: 5.8366e-03 eta: 1:42:53 time: 0.0681 data_time: 0.0028 memory: 1152 loss: 1.1956 2022/11/28 21:21:14 - mmengine - INFO - Epoch(train) [102][1900/5005] lr: 5.8243e-03 eta: 1:42:46 time: 0.0675 data_time: 0.0023 memory: 1152 loss: 1.3358 2022/11/28 21:21:21 - mmengine - INFO - Epoch(train) [102][2000/5005] lr: 5.8121e-03 eta: 1:42:40 time: 0.0760 data_time: 0.0028 memory: 1152 loss: 1.2743 2022/11/28 21:21:28 - mmengine - INFO - Epoch(train) [102][2100/5005] lr: 5.7999e-03 eta: 1:42:33 time: 0.0681 data_time: 0.0023 memory: 1152 loss: 1.3773 2022/11/28 21:21:36 - mmengine - INFO - Epoch(train) [102][2200/5005] lr: 5.7876e-03 eta: 1:42:27 time: 0.0725 data_time: 0.0023 memory: 1152 loss: 1.2729 2022/11/28 21:21:42 - mmengine - INFO - Epoch(train) [102][2300/5005] lr: 5.7754e-03 eta: 1:42:20 time: 0.0667 data_time: 0.0023 memory: 1152 loss: 1.1833 2022/11/28 21:21:49 - mmengine - INFO - Epoch(train) [102][2400/5005] lr: 5.7632e-03 eta: 1:42:14 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.3292 2022/11/28 21:21:56 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:21:56 - mmengine - INFO - Epoch(train) [102][2500/5005] lr: 5.7510e-03 eta: 1:42:07 time: 0.0755 data_time: 0.0029 memory: 1152 loss: 1.4320 2022/11/28 21:22:03 - mmengine - INFO - Epoch(train) [102][2600/5005] lr: 5.7389e-03 eta: 1:42:00 time: 0.0668 data_time: 0.0023 memory: 1152 loss: 1.3389 2022/11/28 21:22:10 - mmengine - INFO - Epoch(train) [102][2700/5005] lr: 5.7267e-03 eta: 1:41:54 time: 0.0680 data_time: 0.0029 memory: 1152 loss: 1.5234 2022/11/28 21:22:17 - mmengine - INFO - Epoch(train) [102][2800/5005] lr: 5.7146e-03 eta: 1:41:47 time: 0.0686 data_time: 0.0027 memory: 1152 loss: 1.4297 2022/11/28 21:22:24 - mmengine - INFO - Epoch(train) [102][2900/5005] lr: 5.7024e-03 eta: 1:41:41 time: 0.0674 data_time: 0.0024 memory: 1152 loss: 1.1502 2022/11/28 21:22:31 - mmengine - INFO - Epoch(train) [102][3000/5005] lr: 5.6903e-03 eta: 1:41:34 time: 0.0686 data_time: 0.0021 memory: 1152 loss: 1.1467 2022/11/28 21:22:39 - mmengine - INFO - Epoch(train) [102][3100/5005] lr: 5.6782e-03 eta: 1:41:28 time: 0.0685 data_time: 0.0030 memory: 1152 loss: 1.5076 2022/11/28 21:22:46 - mmengine - INFO - Epoch(train) [102][3200/5005] lr: 5.6661e-03 eta: 1:41:21 time: 0.0671 data_time: 0.0023 memory: 1152 loss: 1.2383 2022/11/28 21:22:53 - mmengine - INFO - Epoch(train) [102][3300/5005] lr: 5.6540e-03 eta: 1:41:14 time: 0.0675 data_time: 0.0023 memory: 1152 loss: 1.3657 2022/11/28 21:22:59 - mmengine - INFO - Epoch(train) [102][3400/5005] lr: 5.6419e-03 eta: 1:41:08 time: 0.0678 data_time: 0.0022 memory: 1152 loss: 1.1070 2022/11/28 21:23:06 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:23:06 - mmengine - INFO - Epoch(train) [102][3500/5005] lr: 5.6299e-03 eta: 1:41:01 time: 0.0679 data_time: 0.0022 memory: 1152 loss: 1.5483 2022/11/28 21:23:13 - mmengine - INFO - Epoch(train) [102][3600/5005] lr: 5.6178e-03 eta: 1:40:55 time: 0.0668 data_time: 0.0025 memory: 1152 loss: 1.4500 2022/11/28 21:23:20 - mmengine - INFO - Epoch(train) [102][3700/5005] lr: 5.6058e-03 eta: 1:40:48 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.4727 2022/11/28 21:23:27 - mmengine - INFO - Epoch(train) [102][3800/5005] lr: 5.5938e-03 eta: 1:40:42 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.1894 2022/11/28 21:23:34 - mmengine - INFO - Epoch(train) [102][3900/5005] lr: 5.5817e-03 eta: 1:40:35 time: 0.0675 data_time: 0.0024 memory: 1152 loss: 1.3366 2022/11/28 21:23:41 - mmengine - INFO - Epoch(train) [102][4000/5005] lr: 5.5697e-03 eta: 1:40:28 time: 0.0672 data_time: 0.0025 memory: 1152 loss: 1.3014 2022/11/28 21:23:48 - mmengine - INFO - Epoch(train) [102][4100/5005] lr: 5.5577e-03 eta: 1:40:22 time: 0.0699 data_time: 0.0029 memory: 1152 loss: 1.3538 2022/11/28 21:23:55 - mmengine - INFO - Epoch(train) [102][4200/5005] lr: 5.5458e-03 eta: 1:40:15 time: 0.0696 data_time: 0.0022 memory: 1152 loss: 1.3730 2022/11/28 21:24:02 - mmengine - INFO - Epoch(train) [102][4300/5005] lr: 5.5338e-03 eta: 1:40:09 time: 0.0677 data_time: 0.0023 memory: 1152 loss: 1.2953 2022/11/28 21:24:09 - mmengine - INFO - Epoch(train) [102][4400/5005] lr: 5.5219e-03 eta: 1:40:02 time: 0.0681 data_time: 0.0026 memory: 1152 loss: 1.2208 2022/11/28 21:24:16 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:24:16 - mmengine - INFO - Epoch(train) [102][4500/5005] lr: 5.5099e-03 eta: 1:39:55 time: 0.0679 data_time: 0.0029 memory: 1152 loss: 1.1248 2022/11/28 21:24:23 - mmengine - INFO - Epoch(train) [102][4600/5005] lr: 5.4980e-03 eta: 1:39:49 time: 0.0669 data_time: 0.0023 memory: 1152 loss: 1.3076 2022/11/28 21:24:30 - mmengine - INFO - Epoch(train) [102][4700/5005] lr: 5.4861e-03 eta: 1:39:42 time: 0.0676 data_time: 0.0028 memory: 1152 loss: 1.1865 2022/11/28 21:24:37 - mmengine - INFO - Epoch(train) [102][4800/5005] lr: 5.4742e-03 eta: 1:39:36 time: 0.0682 data_time: 0.0022 memory: 1152 loss: 1.2389 2022/11/28 21:24:44 - mmengine - INFO - Epoch(train) [102][4900/5005] lr: 5.4623e-03 eta: 1:39:29 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.3411 2022/11/28 21:24:51 - mmengine - INFO - Epoch(train) [102][5000/5005] lr: 5.4504e-03 eta: 1:39:23 time: 0.0689 data_time: 0.0032 memory: 1152 loss: 1.3685 2022/11/28 21:24:52 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:24:52 - mmengine - INFO - Saving checkpoint at 102 epochs 2022/11/28 21:24:56 - mmengine - INFO - Epoch(val) [102][100/196] eta: 0:00:03 time: 0.0366 data_time: 0.0262 memory: 1152 2022/11/28 21:25:10 - mmengine - INFO - Epoch(val) [102][196/196] accuracy/top1: 71.4540 accuracy/top5: 90.1480 2022/11/28 21:25:17 - mmengine - INFO - Epoch(train) [103][ 100/5005] lr: 5.4379e-03 eta: 1:39:16 time: 0.0678 data_time: 0.0023 memory: 1152 loss: 1.4191 2022/11/28 21:25:24 - mmengine - INFO - Epoch(train) [103][ 200/5005] lr: 5.4261e-03 eta: 1:39:09 time: 0.0680 data_time: 0.0022 memory: 1152 loss: 1.4175 2022/11/28 21:25:31 - mmengine - INFO - Epoch(train) [103][ 300/5005] lr: 5.4142e-03 eta: 1:39:03 time: 0.0673 data_time: 0.0023 memory: 1152 loss: 1.3682 2022/11/28 21:25:38 - mmengine - INFO - Epoch(train) [103][ 400/5005] lr: 5.4024e-03 eta: 1:38:56 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.1481 2022/11/28 21:25:44 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:25:45 - mmengine - INFO - Epoch(train) [103][ 500/5005] lr: 5.3906e-03 eta: 1:38:49 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.4364 2022/11/28 21:25:52 - mmengine - INFO - Epoch(train) [103][ 600/5005] lr: 5.3788e-03 eta: 1:38:43 time: 0.0678 data_time: 0.0022 memory: 1152 loss: 1.3592 2022/11/28 21:25:59 - mmengine - INFO - Epoch(train) [103][ 700/5005] lr: 5.3670e-03 eta: 1:38:36 time: 0.0676 data_time: 0.0029 memory: 1152 loss: 1.4240 2022/11/28 21:26:06 - mmengine - INFO - Epoch(train) [103][ 800/5005] lr: 5.3552e-03 eta: 1:38:30 time: 0.0682 data_time: 0.0022 memory: 1152 loss: 1.3487 2022/11/28 21:26:13 - mmengine - INFO - Epoch(train) [103][ 900/5005] lr: 5.3434e-03 eta: 1:38:23 time: 0.0672 data_time: 0.0023 memory: 1152 loss: 1.4501 2022/11/28 21:26:20 - mmengine - INFO - Epoch(train) [103][1000/5005] lr: 5.3317e-03 eta: 1:38:16 time: 0.0676 data_time: 0.0027 memory: 1152 loss: 1.3909 2022/11/28 21:26:27 - mmengine - INFO - Epoch(train) [103][1100/5005] lr: 5.3199e-03 eta: 1:38:10 time: 0.0684 data_time: 0.0022 memory: 1152 loss: 1.4613 2022/11/28 21:26:34 - mmengine - INFO - Epoch(train) [103][1200/5005] lr: 5.3082e-03 eta: 1:38:03 time: 0.0675 data_time: 0.0022 memory: 1152 loss: 1.4148 2022/11/28 21:26:41 - mmengine - INFO - Epoch(train) [103][1300/5005] lr: 5.2965e-03 eta: 1:37:57 time: 0.0686 data_time: 0.0022 memory: 1152 loss: 1.1982 2022/11/28 21:26:48 - mmengine - INFO - Epoch(train) [103][1400/5005] lr: 5.2848e-03 eta: 1:37:50 time: 0.0674 data_time: 0.0030 memory: 1152 loss: 1.3822 2022/11/28 21:26:54 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:26:55 - mmengine - INFO - Epoch(train) [103][1500/5005] lr: 5.2731e-03 eta: 1:37:44 time: 0.0685 data_time: 0.0030 memory: 1152 loss: 1.3335 2022/11/28 21:27:02 - mmengine - INFO - Epoch(train) [103][1600/5005] lr: 5.2614e-03 eta: 1:37:37 time: 0.0684 data_time: 0.0022 memory: 1152 loss: 1.4524 2022/11/28 21:27:09 - mmengine - INFO - Epoch(train) [103][1700/5005] lr: 5.2497e-03 eta: 1:37:30 time: 0.0781 data_time: 0.0024 memory: 1152 loss: 1.3572 2022/11/28 21:27:16 - mmengine - INFO - Epoch(train) [103][1800/5005] lr: 5.2380e-03 eta: 1:37:24 time: 0.0680 data_time: 0.0021 memory: 1152 loss: 1.2936 2022/11/28 21:27:23 - mmengine - INFO - Epoch(train) [103][1900/5005] lr: 5.2264e-03 eta: 1:37:17 time: 0.0685 data_time: 0.0026 memory: 1152 loss: 1.2606 2022/11/28 21:27:30 - mmengine - INFO - Epoch(train) [103][2000/5005] lr: 5.2148e-03 eta: 1:37:11 time: 0.0680 data_time: 0.0023 memory: 1152 loss: 1.2401 2022/11/28 21:27:37 - mmengine - INFO - Epoch(train) [103][2100/5005] lr: 5.2031e-03 eta: 1:37:04 time: 0.0683 data_time: 0.0022 memory: 1152 loss: 1.2700 2022/11/28 21:27:44 - mmengine - INFO - Epoch(train) [103][2200/5005] lr: 5.1915e-03 eta: 1:36:58 time: 0.0683 data_time: 0.0023 memory: 1152 loss: 1.2809 2022/11/28 21:27:51 - mmengine - INFO - Epoch(train) [103][2300/5005] lr: 5.1799e-03 eta: 1:36:51 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.1353 2022/11/28 21:27:58 - mmengine - INFO - Epoch(train) [103][2400/5005] lr: 5.1683e-03 eta: 1:36:44 time: 0.0684 data_time: 0.0022 memory: 1152 loss: 1.3098 2022/11/28 21:28:04 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:28:05 - mmengine - INFO - Epoch(train) [103][2500/5005] lr: 5.1568e-03 eta: 1:36:38 time: 0.0688 data_time: 0.0032 memory: 1152 loss: 1.2940 2022/11/28 21:28:12 - mmengine - INFO - Epoch(train) [103][2600/5005] lr: 5.1452e-03 eta: 1:36:31 time: 0.0772 data_time: 0.0023 memory: 1152 loss: 1.1785 2022/11/28 21:28:19 - mmengine - INFO - Epoch(train) [103][2700/5005] lr: 5.1337e-03 eta: 1:36:25 time: 0.0676 data_time: 0.0023 memory: 1152 loss: 1.3367 2022/11/28 21:28:26 - mmengine - INFO - Epoch(train) [103][2800/5005] lr: 5.1221e-03 eta: 1:36:18 time: 0.0690 data_time: 0.0030 memory: 1152 loss: 1.3558 2022/11/28 21:28:33 - mmengine - INFO - Epoch(train) [103][2900/5005] lr: 5.1106e-03 eta: 1:36:11 time: 0.0676 data_time: 0.0024 memory: 1152 loss: 1.3047 2022/11/28 21:28:40 - mmengine - INFO - Epoch(train) [103][3000/5005] lr: 5.0991e-03 eta: 1:36:05 time: 0.0676 data_time: 0.0022 memory: 1152 loss: 1.1234 2022/11/28 21:28:47 - mmengine - INFO - Epoch(train) [103][3100/5005] lr: 5.0876e-03 eta: 1:35:58 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.4050 2022/11/28 21:28:54 - mmengine - INFO - Epoch(train) [103][3200/5005] lr: 5.0761e-03 eta: 1:35:52 time: 0.0684 data_time: 0.0031 memory: 1152 loss: 1.2137 2022/11/28 21:29:01 - mmengine - INFO - Epoch(train) [103][3300/5005] lr: 5.0646e-03 eta: 1:35:45 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.3099 2022/11/28 21:29:08 - mmengine - INFO - Epoch(train) [103][3400/5005] lr: 5.0532e-03 eta: 1:35:39 time: 0.0684 data_time: 0.0022 memory: 1152 loss: 1.2830 2022/11/28 21:29:14 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:29:15 - mmengine - INFO - Epoch(train) [103][3500/5005] lr: 5.0417e-03 eta: 1:35:32 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.3728 2022/11/28 21:29:22 - mmengine - INFO - Epoch(train) [103][3600/5005] lr: 5.0303e-03 eta: 1:35:25 time: 0.0688 data_time: 0.0022 memory: 1152 loss: 1.3453 2022/11/28 21:29:29 - mmengine - INFO - Epoch(train) [103][3700/5005] lr: 5.0188e-03 eta: 1:35:19 time: 0.0684 data_time: 0.0025 memory: 1152 loss: 1.3223 2022/11/28 21:29:36 - mmengine - INFO - Epoch(train) [103][3800/5005] lr: 5.0074e-03 eta: 1:35:12 time: 0.0711 data_time: 0.0063 memory: 1152 loss: 1.3376 2022/11/28 21:29:43 - mmengine - INFO - Epoch(train) [103][3900/5005] lr: 4.9960e-03 eta: 1:35:06 time: 0.0687 data_time: 0.0023 memory: 1152 loss: 1.4585 2022/11/28 21:29:50 - mmengine - INFO - Epoch(train) [103][4000/5005] lr: 4.9846e-03 eta: 1:34:59 time: 0.0695 data_time: 0.0023 memory: 1152 loss: 1.5398 2022/11/28 21:29:57 - mmengine - INFO - Epoch(train) [103][4100/5005] lr: 4.9733e-03 eta: 1:34:52 time: 0.0675 data_time: 0.0030 memory: 1152 loss: 1.0891 2022/11/28 21:30:04 - mmengine - INFO - Epoch(train) [103][4200/5005] lr: 4.9619e-03 eta: 1:34:46 time: 0.0679 data_time: 0.0022 memory: 1152 loss: 1.1537 2022/11/28 21:30:11 - mmengine - INFO - Epoch(train) [103][4300/5005] lr: 4.9505e-03 eta: 1:34:39 time: 0.0684 data_time: 0.0031 memory: 1152 loss: 1.1229 2022/11/28 21:30:19 - mmengine - INFO - Epoch(train) [103][4400/5005] lr: 4.9392e-03 eta: 1:34:33 time: 0.0765 data_time: 0.0022 memory: 1152 loss: 1.3920 2022/11/28 21:30:25 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:30:26 - mmengine - INFO - Epoch(train) [103][4500/5005] lr: 4.9279e-03 eta: 1:34:26 time: 0.0680 data_time: 0.0024 memory: 1152 loss: 1.2617 2022/11/28 21:30:33 - mmengine - INFO - Epoch(train) [103][4600/5005] lr: 4.9166e-03 eta: 1:34:20 time: 0.0688 data_time: 0.0032 memory: 1152 loss: 1.2937 2022/11/28 21:30:40 - mmengine - INFO - Epoch(train) [103][4700/5005] lr: 4.9052e-03 eta: 1:34:13 time: 0.0681 data_time: 0.0032 memory: 1152 loss: 1.2698 2022/11/28 21:30:47 - mmengine - INFO - Epoch(train) [103][4800/5005] lr: 4.8940e-03 eta: 1:34:06 time: 0.0682 data_time: 0.0029 memory: 1152 loss: 1.3505 2022/11/28 21:30:54 - mmengine - INFO - Epoch(train) [103][4900/5005] lr: 4.8827e-03 eta: 1:34:00 time: 0.0686 data_time: 0.0022 memory: 1152 loss: 1.1951 2022/11/28 21:31:01 - mmengine - INFO - Epoch(train) [103][5000/5005] lr: 4.8714e-03 eta: 1:33:53 time: 0.0685 data_time: 0.0032 memory: 1152 loss: 1.2716 2022/11/28 21:31:01 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:31:01 - mmengine - INFO - Saving checkpoint at 103 epochs 2022/11/28 21:31:06 - mmengine - INFO - Epoch(val) [103][100/196] eta: 0:00:03 time: 0.0379 data_time: 0.0269 memory: 1152 2022/11/28 21:31:19 - mmengine - INFO - Epoch(val) [103][196/196] accuracy/top1: 71.7560 accuracy/top5: 90.5120 2022/11/28 21:31:27 - mmengine - INFO - Epoch(train) [104][ 100/5005] lr: 4.8596e-03 eta: 1:33:46 time: 0.0683 data_time: 0.0022 memory: 1152 loss: 1.5143 2022/11/28 21:31:34 - mmengine - INFO - Epoch(train) [104][ 200/5005] lr: 4.8484e-03 eta: 1:33:40 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.0993 2022/11/28 21:31:41 - mmengine - INFO - Epoch(train) [104][ 300/5005] lr: 4.8371e-03 eta: 1:33:33 time: 0.0675 data_time: 0.0023 memory: 1152 loss: 1.5065 2022/11/28 21:31:48 - mmengine - INFO - Epoch(train) [104][ 400/5005] lr: 4.8259e-03 eta: 1:33:27 time: 0.0681 data_time: 0.0023 memory: 1152 loss: 1.3823 2022/11/28 21:31:54 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:31:55 - mmengine - INFO - Epoch(train) [104][ 500/5005] lr: 4.8147e-03 eta: 1:33:20 time: 0.0683 data_time: 0.0022 memory: 1152 loss: 1.0889 2022/11/28 21:32:02 - mmengine - INFO - Epoch(train) [104][ 600/5005] lr: 4.8035e-03 eta: 1:33:13 time: 0.0684 data_time: 0.0024 memory: 1152 loss: 1.3755 2022/11/28 21:32:09 - mmengine - INFO - Epoch(train) [104][ 700/5005] lr: 4.7923e-03 eta: 1:33:07 time: 0.0687 data_time: 0.0021 memory: 1152 loss: 1.4121 2022/11/28 21:32:16 - mmengine - INFO - Epoch(train) [104][ 800/5005] lr: 4.7812e-03 eta: 1:33:00 time: 0.0683 data_time: 0.0029 memory: 1152 loss: 1.4594 2022/11/28 21:32:23 - mmengine - INFO - Epoch(train) [104][ 900/5005] lr: 4.7700e-03 eta: 1:32:54 time: 0.0668 data_time: 0.0023 memory: 1152 loss: 1.3196 2022/11/28 21:32:30 - mmengine - INFO - Epoch(train) [104][1000/5005] lr: 4.7589e-03 eta: 1:32:47 time: 0.0691 data_time: 0.0030 memory: 1152 loss: 1.2374 2022/11/28 21:32:37 - mmengine - INFO - Epoch(train) [104][1100/5005] lr: 4.7477e-03 eta: 1:32:41 time: 0.0684 data_time: 0.0022 memory: 1152 loss: 1.1645 2022/11/28 21:32:44 - mmengine - INFO - Epoch(train) [104][1200/5005] lr: 4.7366e-03 eta: 1:32:34 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.1306 2022/11/28 21:32:51 - mmengine - INFO - Epoch(train) [104][1300/5005] lr: 4.7255e-03 eta: 1:32:27 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.3497 2022/11/28 21:32:58 - mmengine - INFO - Epoch(train) [104][1400/5005] lr: 4.7144e-03 eta: 1:32:21 time: 0.0794 data_time: 0.0022 memory: 1152 loss: 1.3443 2022/11/28 21:33:04 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:33:05 - mmengine - INFO - Epoch(train) [104][1500/5005] lr: 4.7033e-03 eta: 1:32:14 time: 0.0675 data_time: 0.0023 memory: 1152 loss: 1.1869 2022/11/28 21:33:12 - mmengine - INFO - Epoch(train) [104][1600/5005] lr: 4.6923e-03 eta: 1:32:08 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.1966 2022/11/28 21:33:19 - mmengine - INFO - Epoch(train) [104][1700/5005] lr: 4.6812e-03 eta: 1:32:01 time: 0.0695 data_time: 0.0028 memory: 1152 loss: 1.4034 2022/11/28 21:33:26 - mmengine - INFO - Epoch(train) [104][1800/5005] lr: 4.6702e-03 eta: 1:31:55 time: 0.0668 data_time: 0.0022 memory: 1152 loss: 1.2154 2022/11/28 21:33:33 - mmengine - INFO - Epoch(train) [104][1900/5005] lr: 4.6591e-03 eta: 1:31:48 time: 0.0697 data_time: 0.0023 memory: 1152 loss: 1.2587 2022/11/28 21:33:40 - mmengine - INFO - Epoch(train) [104][2000/5005] lr: 4.6481e-03 eta: 1:31:41 time: 0.0693 data_time: 0.0031 memory: 1152 loss: 1.5085 2022/11/28 21:33:47 - mmengine - INFO - Epoch(train) [104][2100/5005] lr: 4.6371e-03 eta: 1:31:35 time: 0.0677 data_time: 0.0023 memory: 1152 loss: 1.4321 2022/11/28 21:33:54 - mmengine - INFO - Epoch(train) [104][2200/5005] lr: 4.6261e-03 eta: 1:31:28 time: 0.0686 data_time: 0.0026 memory: 1152 loss: 1.3304 2022/11/28 21:34:01 - mmengine - INFO - Epoch(train) [104][2300/5005] lr: 4.6151e-03 eta: 1:31:22 time: 0.0680 data_time: 0.0022 memory: 1152 loss: 1.2483 2022/11/28 21:34:08 - mmengine - INFO - Epoch(train) [104][2400/5005] lr: 4.6042e-03 eta: 1:31:15 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.3280 2022/11/28 21:34:14 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:34:15 - mmengine - INFO - Epoch(train) [104][2500/5005] lr: 4.5932e-03 eta: 1:31:08 time: 0.0669 data_time: 0.0022 memory: 1152 loss: 1.4307 2022/11/28 21:34:22 - mmengine - INFO - Epoch(train) [104][2600/5005] lr: 4.5823e-03 eta: 1:31:02 time: 0.0672 data_time: 0.0023 memory: 1152 loss: 1.2132 2022/11/28 21:34:29 - mmengine - INFO - Epoch(train) [104][2700/5005] lr: 4.5713e-03 eta: 1:30:55 time: 0.0680 data_time: 0.0022 memory: 1152 loss: 1.3133 2022/11/28 21:34:36 - mmengine - INFO - Epoch(train) [104][2800/5005] lr: 4.5604e-03 eta: 1:30:49 time: 0.0743 data_time: 0.0023 memory: 1152 loss: 1.2411 2022/11/28 21:34:43 - mmengine - INFO - Epoch(train) [104][2900/5005] lr: 4.5495e-03 eta: 1:30:42 time: 0.0674 data_time: 0.0023 memory: 1152 loss: 1.5608 2022/11/28 21:34:50 - mmengine - INFO - Epoch(train) [104][3000/5005] lr: 4.5386e-03 eta: 1:30:35 time: 0.0675 data_time: 0.0023 memory: 1152 loss: 1.2289 2022/11/28 21:34:57 - mmengine - INFO - Epoch(train) [104][3100/5005] lr: 4.5277e-03 eta: 1:30:29 time: 0.0686 data_time: 0.0022 memory: 1152 loss: 1.2415 2022/11/28 21:35:04 - mmengine - INFO - Epoch(train) [104][3200/5005] lr: 4.5169e-03 eta: 1:30:22 time: 0.0680 data_time: 0.0023 memory: 1152 loss: 1.3355 2022/11/28 21:35:11 - mmengine - INFO - Epoch(train) [104][3300/5005] lr: 4.5060e-03 eta: 1:30:16 time: 0.0680 data_time: 0.0023 memory: 1152 loss: 1.3756 2022/11/28 21:35:18 - mmengine - INFO - Epoch(train) [104][3400/5005] lr: 4.4952e-03 eta: 1:30:09 time: 0.0690 data_time: 0.0028 memory: 1152 loss: 1.3459 2022/11/28 21:35:24 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:35:25 - mmengine - INFO - Epoch(train) [104][3500/5005] lr: 4.4843e-03 eta: 1:30:03 time: 0.0689 data_time: 0.0023 memory: 1152 loss: 1.4899 2022/11/28 21:35:32 - mmengine - INFO - Epoch(train) [104][3600/5005] lr: 4.4735e-03 eta: 1:29:56 time: 0.0680 data_time: 0.0023 memory: 1152 loss: 1.4693 2022/11/28 21:35:39 - mmengine - INFO - Epoch(train) [104][3700/5005] lr: 4.4627e-03 eta: 1:29:49 time: 0.0779 data_time: 0.0027 memory: 1152 loss: 1.2862 2022/11/28 21:35:46 - mmengine - INFO - Epoch(train) [104][3800/5005] lr: 4.4519e-03 eta: 1:29:43 time: 0.0690 data_time: 0.0033 memory: 1152 loss: 1.3535 2022/11/28 21:35:53 - mmengine - INFO - Epoch(train) [104][3900/5005] lr: 4.4411e-03 eta: 1:29:36 time: 0.0674 data_time: 0.0022 memory: 1152 loss: 1.1323 2022/11/28 21:36:00 - mmengine - INFO - Epoch(train) [104][4000/5005] lr: 4.4304e-03 eta: 1:29:30 time: 0.0724 data_time: 0.0029 memory: 1152 loss: 1.3510 2022/11/28 21:36:07 - mmengine - INFO - Epoch(train) [104][4100/5005] lr: 4.4196e-03 eta: 1:29:23 time: 0.0676 data_time: 0.0029 memory: 1152 loss: 1.2521 2022/11/28 21:36:14 - mmengine - INFO - Epoch(train) [104][4200/5005] lr: 4.4089e-03 eta: 1:29:16 time: 0.0671 data_time: 0.0023 memory: 1152 loss: 1.3989 2022/11/28 21:36:21 - mmengine - INFO - Epoch(train) [104][4300/5005] lr: 4.3981e-03 eta: 1:29:10 time: 0.0683 data_time: 0.0022 memory: 1152 loss: 1.2871 2022/11/28 21:36:28 - mmengine - INFO - Epoch(train) [104][4400/5005] lr: 4.3874e-03 eta: 1:29:03 time: 0.0684 data_time: 0.0023 memory: 1152 loss: 1.3449 2022/11/28 21:36:34 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:36:35 - mmengine - INFO - Epoch(train) [104][4500/5005] lr: 4.3767e-03 eta: 1:28:57 time: 0.0686 data_time: 0.0024 memory: 1152 loss: 1.1571 2022/11/28 21:36:43 - mmengine - INFO - Epoch(train) [104][4600/5005] lr: 4.3660e-03 eta: 1:28:50 time: 0.0729 data_time: 0.0022 memory: 1152 loss: 1.3128 2022/11/28 21:36:50 - mmengine - INFO - Epoch(train) [104][4700/5005] lr: 4.3553e-03 eta: 1:28:44 time: 0.0693 data_time: 0.0028 memory: 1152 loss: 1.3586 2022/11/28 21:36:57 - mmengine - INFO - Epoch(train) [104][4800/5005] lr: 4.3447e-03 eta: 1:28:37 time: 0.0677 data_time: 0.0023 memory: 1152 loss: 1.2388 2022/11/28 21:37:04 - mmengine - INFO - Epoch(train) [104][4900/5005] lr: 4.3340e-03 eta: 1:28:30 time: 0.0680 data_time: 0.0023 memory: 1152 loss: 1.1469 2022/11/28 21:37:11 - mmengine - INFO - Epoch(train) [104][5000/5005] lr: 4.3234e-03 eta: 1:28:24 time: 0.0687 data_time: 0.0030 memory: 1152 loss: 1.2347 2022/11/28 21:37:11 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:37:11 - mmengine - INFO - Saving checkpoint at 104 epochs 2022/11/28 21:37:16 - mmengine - INFO - Epoch(val) [104][100/196] eta: 0:00:03 time: 0.0361 data_time: 0.0257 memory: 1152 2022/11/28 21:37:29 - mmengine - INFO - Epoch(val) [104][196/196] accuracy/top1: 71.9180 accuracy/top5: 90.5480 2022/11/28 21:37:36 - mmengine - INFO - Epoch(train) [105][ 100/5005] lr: 4.3122e-03 eta: 1:28:17 time: 0.0946 data_time: 0.0301 memory: 1152 loss: 1.2855 2022/11/28 21:37:43 - mmengine - INFO - Epoch(train) [105][ 200/5005] lr: 4.3016e-03 eta: 1:28:10 time: 0.0673 data_time: 0.0023 memory: 1152 loss: 1.3373 2022/11/28 21:37:50 - mmengine - INFO - Epoch(train) [105][ 300/5005] lr: 4.2910e-03 eta: 1:28:04 time: 0.0692 data_time: 0.0022 memory: 1152 loss: 1.1969 2022/11/28 21:37:57 - mmengine - INFO - Epoch(train) [105][ 400/5005] lr: 4.2804e-03 eta: 1:27:57 time: 0.0672 data_time: 0.0023 memory: 1152 loss: 1.3832 2022/11/28 21:38:03 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:38:04 - mmengine - INFO - Epoch(train) [105][ 500/5005] lr: 4.2698e-03 eta: 1:27:51 time: 0.0686 data_time: 0.0025 memory: 1152 loss: 1.4238 2022/11/28 21:38:11 - mmengine - INFO - Epoch(train) [105][ 600/5005] lr: 4.2592e-03 eta: 1:27:44 time: 0.0681 data_time: 0.0024 memory: 1152 loss: 1.3525 2022/11/28 21:38:18 - mmengine - INFO - Epoch(train) [105][ 700/5005] lr: 4.2487e-03 eta: 1:27:37 time: 0.0685 data_time: 0.0022 memory: 1152 loss: 1.2754 2022/11/28 21:38:25 - mmengine - INFO - Epoch(train) [105][ 800/5005] lr: 4.2381e-03 eta: 1:27:31 time: 0.0677 data_time: 0.0023 memory: 1152 loss: 1.3225 2022/11/28 21:38:32 - mmengine - INFO - Epoch(train) [105][ 900/5005] lr: 4.2276e-03 eta: 1:27:24 time: 0.0682 data_time: 0.0025 memory: 1152 loss: 1.3048 2022/11/28 21:38:39 - mmengine - INFO - Epoch(train) [105][1000/5005] lr: 4.2171e-03 eta: 1:27:18 time: 0.0687 data_time: 0.0024 memory: 1152 loss: 1.1318 2022/11/28 21:38:46 - mmengine - INFO - Epoch(train) [105][1100/5005] lr: 4.2066e-03 eta: 1:27:11 time: 0.0681 data_time: 0.0030 memory: 1152 loss: 1.1228 2022/11/28 21:38:53 - mmengine - INFO - Epoch(train) [105][1200/5005] lr: 4.1961e-03 eta: 1:27:04 time: 0.0749 data_time: 0.0025 memory: 1152 loss: 1.2061 2022/11/28 21:39:00 - mmengine - INFO - Epoch(train) [105][1300/5005] lr: 4.1856e-03 eta: 1:26:58 time: 0.0682 data_time: 0.0029 memory: 1152 loss: 1.2625 2022/11/28 21:39:07 - mmengine - INFO - Epoch(train) [105][1400/5005] lr: 4.1751e-03 eta: 1:26:51 time: 0.0677 data_time: 0.0024 memory: 1152 loss: 1.2160 2022/11/28 21:39:13 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:39:14 - mmengine - INFO - Epoch(train) [105][1500/5005] lr: 4.1647e-03 eta: 1:26:45 time: 0.0672 data_time: 0.0025 memory: 1152 loss: 1.2797 2022/11/28 21:39:22 - mmengine - INFO - Epoch(train) [105][1600/5005] lr: 4.1542e-03 eta: 1:26:38 time: 0.0677 data_time: 0.0023 memory: 1152 loss: 1.0879 2022/11/28 21:39:29 - mmengine - INFO - Epoch(train) [105][1700/5005] lr: 4.1438e-03 eta: 1:26:31 time: 0.0683 data_time: 0.0023 memory: 1152 loss: 1.3223 2022/11/28 21:39:35 - mmengine - INFO - Epoch(train) [105][1800/5005] lr: 4.1334e-03 eta: 1:26:25 time: 0.0685 data_time: 0.0032 memory: 1152 loss: 1.1645 2022/11/28 21:39:42 - mmengine - INFO - Epoch(train) [105][1900/5005] lr: 4.1230e-03 eta: 1:26:18 time: 0.0668 data_time: 0.0023 memory: 1152 loss: 1.2751 2022/11/28 21:39:49 - mmengine - INFO - Epoch(train) [105][2000/5005] lr: 4.1126e-03 eta: 1:26:12 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.2672 2022/11/28 21:39:56 - mmengine - INFO - Epoch(train) [105][2100/5005] lr: 4.1022e-03 eta: 1:26:05 time: 0.0680 data_time: 0.0026 memory: 1152 loss: 1.4459 2022/11/28 21:40:03 - mmengine - INFO - Epoch(train) [105][2200/5005] lr: 4.0918e-03 eta: 1:25:59 time: 0.0678 data_time: 0.0023 memory: 1152 loss: 1.4450 2022/11/28 21:40:10 - mmengine - INFO - Epoch(train) [105][2300/5005] lr: 4.0815e-03 eta: 1:25:52 time: 0.0675 data_time: 0.0031 memory: 1152 loss: 1.3406 2022/11/28 21:40:17 - mmengine - INFO - Epoch(train) [105][2400/5005] lr: 4.0711e-03 eta: 1:25:45 time: 0.0676 data_time: 0.0027 memory: 1152 loss: 1.3831 2022/11/28 21:40:23 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:40:24 - mmengine - INFO - Epoch(train) [105][2500/5005] lr: 4.0608e-03 eta: 1:25:39 time: 0.0690 data_time: 0.0023 memory: 1152 loss: 1.3387 2022/11/28 21:40:31 - mmengine - INFO - Epoch(train) [105][2600/5005] lr: 4.0505e-03 eta: 1:25:32 time: 0.0679 data_time: 0.0029 memory: 1152 loss: 1.2314 2022/11/28 21:40:39 - mmengine - INFO - Epoch(train) [105][2700/5005] lr: 4.0402e-03 eta: 1:25:26 time: 0.0681 data_time: 0.0023 memory: 1152 loss: 1.3643 2022/11/28 21:40:46 - mmengine - INFO - Epoch(train) [105][2800/5005] lr: 4.0299e-03 eta: 1:25:19 time: 0.0747 data_time: 0.0025 memory: 1152 loss: 1.2318 2022/11/28 21:40:53 - mmengine - INFO - Epoch(train) [105][2900/5005] lr: 4.0196e-03 eta: 1:25:12 time: 0.0692 data_time: 0.0033 memory: 1152 loss: 1.1070 2022/11/28 21:41:00 - mmengine - INFO - Epoch(train) [105][3000/5005] lr: 4.0093e-03 eta: 1:25:06 time: 0.0685 data_time: 0.0025 memory: 1152 loss: 1.4580 2022/11/28 21:41:07 - mmengine - INFO - Epoch(train) [105][3100/5005] lr: 3.9991e-03 eta: 1:24:59 time: 0.0743 data_time: 0.0023 memory: 1152 loss: 1.3055 2022/11/28 21:41:14 - mmengine - INFO - Epoch(train) [105][3200/5005] lr: 3.9888e-03 eta: 1:24:53 time: 0.0676 data_time: 0.0024 memory: 1152 loss: 1.2453 2022/11/28 21:41:21 - mmengine - INFO - Epoch(train) [105][3300/5005] lr: 3.9786e-03 eta: 1:24:46 time: 0.0687 data_time: 0.0022 memory: 1152 loss: 1.2314 2022/11/28 21:41:28 - mmengine - INFO - Epoch(train) [105][3400/5005] lr: 3.9684e-03 eta: 1:24:39 time: 0.0698 data_time: 0.0023 memory: 1152 loss: 1.2536 2022/11/28 21:41:33 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:41:35 - mmengine - INFO - Epoch(train) [105][3500/5005] lr: 3.9582e-03 eta: 1:24:33 time: 0.0716 data_time: 0.0023 memory: 1152 loss: 1.3914 2022/11/28 21:41:42 - mmengine - INFO - Epoch(train) [105][3600/5005] lr: 3.9480e-03 eta: 1:24:26 time: 0.0673 data_time: 0.0022 memory: 1152 loss: 1.0826 2022/11/28 21:41:49 - mmengine - INFO - Epoch(train) [105][3700/5005] lr: 3.9378e-03 eta: 1:24:20 time: 0.0692 data_time: 0.0023 memory: 1152 loss: 1.3740 2022/11/28 21:41:56 - mmengine - INFO - Epoch(train) [105][3800/5005] lr: 3.9276e-03 eta: 1:24:13 time: 0.0687 data_time: 0.0028 memory: 1152 loss: 1.2991 2022/11/28 21:42:03 - mmengine - INFO - Epoch(train) [105][3900/5005] lr: 3.9175e-03 eta: 1:24:06 time: 0.0686 data_time: 0.0023 memory: 1152 loss: 1.5242 2022/11/28 21:42:10 - mmengine - INFO - Epoch(train) [105][4000/5005] lr: 3.9073e-03 eta: 1:24:00 time: 0.0747 data_time: 0.0028 memory: 1152 loss: 1.3483 2022/11/28 21:42:17 - mmengine - INFO - Epoch(train) [105][4100/5005] lr: 3.8972e-03 eta: 1:23:53 time: 0.0686 data_time: 0.0023 memory: 1152 loss: 1.1161 2022/11/28 21:42:24 - mmengine - INFO - Epoch(train) [105][4200/5005] lr: 3.8871e-03 eta: 1:23:47 time: 0.0690 data_time: 0.0025 memory: 1152 loss: 1.1186 2022/11/28 21:42:31 - mmengine - INFO - Epoch(train) [105][4300/5005] lr: 3.8770e-03 eta: 1:23:40 time: 0.0682 data_time: 0.0024 memory: 1152 loss: 1.3150 2022/11/28 21:42:38 - mmengine - INFO - Epoch(train) [105][4400/5005] lr: 3.8669e-03 eta: 1:23:34 time: 0.0685 data_time: 0.0022 memory: 1152 loss: 1.3903 2022/11/28 21:42:44 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:42:45 - mmengine - INFO - Epoch(train) [105][4500/5005] lr: 3.8568e-03 eta: 1:23:27 time: 0.0686 data_time: 0.0027 memory: 1152 loss: 1.1783 2022/11/28 21:42:52 - mmengine - INFO - Epoch(train) [105][4600/5005] lr: 3.8468e-03 eta: 1:23:20 time: 0.0687 data_time: 0.0024 memory: 1152 loss: 1.3364 2022/11/28 21:42:59 - mmengine - INFO - Epoch(train) [105][4700/5005] lr: 3.8367e-03 eta: 1:23:14 time: 0.0675 data_time: 0.0029 memory: 1152 loss: 1.4890 2022/11/28 21:43:06 - mmengine - INFO - Epoch(train) [105][4800/5005] lr: 3.8267e-03 eta: 1:23:07 time: 0.0677 data_time: 0.0024 memory: 1152 loss: 1.1930 2022/11/28 21:43:13 - mmengine - INFO - Epoch(train) [105][4900/5005] lr: 3.8166e-03 eta: 1:23:01 time: 0.0691 data_time: 0.0029 memory: 1152 loss: 1.4491 2022/11/28 21:43:20 - mmengine - INFO - Epoch(train) [105][5000/5005] lr: 3.8066e-03 eta: 1:22:54 time: 0.0683 data_time: 0.0031 memory: 1152 loss: 1.4263 2022/11/28 21:43:20 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:43:20 - mmengine - INFO - Saving checkpoint at 105 epochs 2022/11/28 21:43:26 - mmengine - INFO - Epoch(val) [105][100/196] eta: 0:00:03 time: 0.0366 data_time: 0.0261 memory: 1152 2022/11/28 21:43:39 - mmengine - INFO - Epoch(val) [105][196/196] accuracy/top1: 72.2440 accuracy/top5: 90.5860 2022/11/28 21:43:46 - mmengine - INFO - Epoch(train) [106][ 100/5005] lr: 3.7961e-03 eta: 1:22:47 time: 0.0683 data_time: 0.0022 memory: 1152 loss: 1.2069 2022/11/28 21:43:53 - mmengine - INFO - Epoch(train) [106][ 200/5005] lr: 3.7861e-03 eta: 1:22:41 time: 0.0787 data_time: 0.0025 memory: 1152 loss: 1.5105 2022/11/28 21:44:00 - mmengine - INFO - Epoch(train) [106][ 300/5005] lr: 3.7762e-03 eta: 1:22:34 time: 0.0675 data_time: 0.0024 memory: 1152 loss: 1.1742 2022/11/28 21:44:07 - mmengine - INFO - Epoch(train) [106][ 400/5005] lr: 3.7662e-03 eta: 1:22:27 time: 0.0678 data_time: 0.0023 memory: 1152 loss: 1.3062 2022/11/28 21:44:12 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:44:14 - mmengine - INFO - Epoch(train) [106][ 500/5005] lr: 3.7562e-03 eta: 1:22:21 time: 0.0676 data_time: 0.0024 memory: 1152 loss: 1.0478 2022/11/28 21:44:21 - mmengine - INFO - Epoch(train) [106][ 600/5005] lr: 3.7463e-03 eta: 1:22:14 time: 0.0684 data_time: 0.0022 memory: 1152 loss: 1.1681 2022/11/28 21:44:28 - mmengine - INFO - Epoch(train) [106][ 700/5005] lr: 3.7364e-03 eta: 1:22:08 time: 0.0680 data_time: 0.0022 memory: 1152 loss: 1.2713 2022/11/28 21:44:35 - mmengine - INFO - Epoch(train) [106][ 800/5005] lr: 3.7265e-03 eta: 1:22:01 time: 0.0686 data_time: 0.0029 memory: 1152 loss: 1.2363 2022/11/28 21:44:42 - mmengine - INFO - Epoch(train) [106][ 900/5005] lr: 3.7166e-03 eta: 1:21:54 time: 0.0685 data_time: 0.0025 memory: 1152 loss: 1.2298 2022/11/28 21:44:49 - mmengine - INFO - Epoch(train) [106][1000/5005] lr: 3.7067e-03 eta: 1:21:48 time: 0.0675 data_time: 0.0023 memory: 1152 loss: 1.3725 2022/11/28 21:44:56 - mmengine - INFO - Epoch(train) [106][1100/5005] lr: 3.6968e-03 eta: 1:21:41 time: 0.0684 data_time: 0.0031 memory: 1152 loss: 1.2259 2022/11/28 21:45:03 - mmengine - INFO - Epoch(train) [106][1200/5005] lr: 3.6869e-03 eta: 1:21:35 time: 0.0680 data_time: 0.0022 memory: 1152 loss: 1.2247 2022/11/28 21:45:10 - mmengine - INFO - Epoch(train) [106][1300/5005] lr: 3.6771e-03 eta: 1:21:28 time: 0.0676 data_time: 0.0023 memory: 1152 loss: 1.2898 2022/11/28 21:45:17 - mmengine - INFO - Epoch(train) [106][1400/5005] lr: 3.6672e-03 eta: 1:21:21 time: 0.0778 data_time: 0.0022 memory: 1152 loss: 1.2456 2022/11/28 21:45:22 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:45:24 - mmengine - INFO - Epoch(train) [106][1500/5005] lr: 3.6574e-03 eta: 1:21:15 time: 0.0750 data_time: 0.0027 memory: 1152 loss: 1.2054 2022/11/28 21:45:31 - mmengine - INFO - Epoch(train) [106][1600/5005] lr: 3.6476e-03 eta: 1:21:08 time: 0.0690 data_time: 0.0022 memory: 1152 loss: 1.3273 2022/11/28 21:45:38 - mmengine - INFO - Epoch(train) [106][1700/5005] lr: 3.6378e-03 eta: 1:21:02 time: 0.0680 data_time: 0.0022 memory: 1152 loss: 1.1767 2022/11/28 21:45:45 - mmengine - INFO - Epoch(train) [106][1800/5005] lr: 3.6280e-03 eta: 1:20:55 time: 0.0687 data_time: 0.0028 memory: 1152 loss: 1.2093 2022/11/28 21:45:52 - mmengine - INFO - Epoch(train) [106][1900/5005] lr: 3.6182e-03 eta: 1:20:48 time: 0.0683 data_time: 0.0025 memory: 1152 loss: 1.0192 2022/11/28 21:45:59 - mmengine - INFO - Epoch(train) [106][2000/5005] lr: 3.6085e-03 eta: 1:20:42 time: 0.0684 data_time: 0.0024 memory: 1152 loss: 1.2166 2022/11/28 21:46:06 - mmengine - INFO - Epoch(train) [106][2100/5005] lr: 3.5987e-03 eta: 1:20:35 time: 0.0681 data_time: 0.0023 memory: 1152 loss: 1.3303 2022/11/28 21:46:13 - mmengine - INFO - Epoch(train) [106][2200/5005] lr: 3.5890e-03 eta: 1:20:29 time: 0.0681 data_time: 0.0027 memory: 1152 loss: 1.2881 2022/11/28 21:46:20 - mmengine - INFO - Epoch(train) [106][2300/5005] lr: 3.5793e-03 eta: 1:20:22 time: 0.0674 data_time: 0.0025 memory: 1152 loss: 1.2116 2022/11/28 21:46:27 - mmengine - INFO - Epoch(train) [106][2400/5005] lr: 3.5696e-03 eta: 1:20:15 time: 0.0699 data_time: 0.0023 memory: 1152 loss: 1.2904 2022/11/28 21:46:33 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:46:34 - mmengine - INFO - Epoch(train) [106][2500/5005] lr: 3.5599e-03 eta: 1:20:09 time: 0.0682 data_time: 0.0027 memory: 1152 loss: 1.1315 2022/11/28 21:46:41 - mmengine - INFO - Epoch(train) [106][2600/5005] lr: 3.5502e-03 eta: 1:20:02 time: 0.0677 data_time: 0.0023 memory: 1152 loss: 1.3141 2022/11/28 21:46:48 - mmengine - INFO - Epoch(train) [106][2700/5005] lr: 3.5405e-03 eta: 1:19:56 time: 0.0685 data_time: 0.0034 memory: 1152 loss: 1.1796 2022/11/28 21:46:55 - mmengine - INFO - Epoch(train) [106][2800/5005] lr: 3.5308e-03 eta: 1:19:49 time: 0.0678 data_time: 0.0022 memory: 1152 loss: 1.3229 2022/11/28 21:47:03 - mmengine - INFO - Epoch(train) [106][2900/5005] lr: 3.5212e-03 eta: 1:19:42 time: 0.0686 data_time: 0.0024 memory: 1152 loss: 1.3905 2022/11/28 21:47:10 - mmengine - INFO - Epoch(train) [106][3000/5005] lr: 3.5116e-03 eta: 1:19:36 time: 0.0689 data_time: 0.0027 memory: 1152 loss: 1.3670 2022/11/28 21:47:17 - mmengine - INFO - Epoch(train) [106][3100/5005] lr: 3.5019e-03 eta: 1:19:29 time: 0.0682 data_time: 0.0022 memory: 1152 loss: 1.2438 2022/11/28 21:47:24 - mmengine - INFO - Epoch(train) [106][3200/5005] lr: 3.4923e-03 eta: 1:19:23 time: 0.0685 data_time: 0.0029 memory: 1152 loss: 1.3842 2022/11/28 21:47:31 - mmengine - INFO - Epoch(train) [106][3300/5005] lr: 3.4827e-03 eta: 1:19:16 time: 0.0686 data_time: 0.0024 memory: 1152 loss: 1.2439 2022/11/28 21:47:38 - mmengine - INFO - Epoch(train) [106][3400/5005] lr: 3.4731e-03 eta: 1:19:09 time: 0.0689 data_time: 0.0024 memory: 1152 loss: 1.1747 2022/11/28 21:47:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:47:45 - mmengine - INFO - Epoch(train) [106][3500/5005] lr: 3.4636e-03 eta: 1:19:03 time: 0.0687 data_time: 0.0023 memory: 1152 loss: 1.2294 2022/11/28 21:47:52 - mmengine - INFO - Epoch(train) [106][3600/5005] lr: 3.4540e-03 eta: 1:18:56 time: 0.0676 data_time: 0.0023 memory: 1152 loss: 1.3226 2022/11/28 21:47:59 - mmengine - INFO - Epoch(train) [106][3700/5005] lr: 3.4445e-03 eta: 1:18:50 time: 0.0681 data_time: 0.0035 memory: 1152 loss: 1.3994 2022/11/28 21:48:06 - mmengine - INFO - Epoch(train) [106][3800/5005] lr: 3.4349e-03 eta: 1:18:43 time: 0.0677 data_time: 0.0022 memory: 1152 loss: 1.2555 2022/11/28 21:48:13 - mmengine - INFO - Epoch(train) [106][3900/5005] lr: 3.4254e-03 eta: 1:18:37 time: 0.0680 data_time: 0.0029 memory: 1152 loss: 1.2357 2022/11/28 21:48:20 - mmengine - INFO - Epoch(train) [106][4000/5005] lr: 3.4159e-03 eta: 1:18:30 time: 0.0674 data_time: 0.0026 memory: 1152 loss: 1.3309 2022/11/28 21:48:27 - mmengine - INFO - Epoch(train) [106][4100/5005] lr: 3.4064e-03 eta: 1:18:23 time: 0.0678 data_time: 0.0032 memory: 1152 loss: 1.2361 2022/11/28 21:48:34 - mmengine - INFO - Epoch(train) [106][4200/5005] lr: 3.3969e-03 eta: 1:18:17 time: 0.0686 data_time: 0.0023 memory: 1152 loss: 1.1679 2022/11/28 21:48:41 - mmengine - INFO - Epoch(train) [106][4300/5005] lr: 3.3875e-03 eta: 1:18:10 time: 0.0684 data_time: 0.0023 memory: 1152 loss: 1.3253 2022/11/28 21:48:48 - mmengine - INFO - Epoch(train) [106][4400/5005] lr: 3.3780e-03 eta: 1:18:04 time: 0.0676 data_time: 0.0023 memory: 1152 loss: 1.2898 2022/11/28 21:48:53 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:48:55 - mmengine - INFO - Epoch(train) [106][4500/5005] lr: 3.3686e-03 eta: 1:17:57 time: 0.0684 data_time: 0.0025 memory: 1152 loss: 1.1484 2022/11/28 21:49:02 - mmengine - INFO - Epoch(train) [106][4600/5005] lr: 3.3591e-03 eta: 1:17:50 time: 0.0685 data_time: 0.0023 memory: 1152 loss: 1.2800 2022/11/28 21:49:09 - mmengine - INFO - Epoch(train) [106][4700/5005] lr: 3.3497e-03 eta: 1:17:44 time: 0.0683 data_time: 0.0025 memory: 1152 loss: 1.1948 2022/11/28 21:49:16 - mmengine - INFO - Epoch(train) [106][4800/5005] lr: 3.3403e-03 eta: 1:17:37 time: 0.0678 data_time: 0.0025 memory: 1152 loss: 1.3404 2022/11/28 21:49:23 - mmengine - INFO - Epoch(train) [106][4900/5005] lr: 3.3309e-03 eta: 1:17:31 time: 0.0684 data_time: 0.0034 memory: 1152 loss: 1.2086 2022/11/28 21:49:30 - mmengine - INFO - Epoch(train) [106][5000/5005] lr: 3.3215e-03 eta: 1:17:24 time: 0.0688 data_time: 0.0032 memory: 1152 loss: 1.4411 2022/11/28 21:49:30 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:49:30 - mmengine - INFO - Saving checkpoint at 106 epochs 2022/11/28 21:49:35 - mmengine - INFO - Epoch(val) [106][100/196] eta: 0:00:03 time: 0.0347 data_time: 0.0244 memory: 1152 2022/11/28 21:49:48 - mmengine - INFO - Epoch(val) [106][196/196] accuracy/top1: 72.3800 accuracy/top5: 90.7400 2022/11/28 21:49:56 - mmengine - INFO - Epoch(train) [107][ 100/5005] lr: 3.3117e-03 eta: 1:17:17 time: 0.0681 data_time: 0.0023 memory: 1152 loss: 1.1410 2022/11/28 21:50:03 - mmengine - INFO - Epoch(train) [107][ 200/5005] lr: 3.3024e-03 eta: 1:17:10 time: 0.0681 data_time: 0.0025 memory: 1152 loss: 1.1665 2022/11/28 21:50:10 - mmengine - INFO - Epoch(train) [107][ 300/5005] lr: 3.2930e-03 eta: 1:17:04 time: 0.0680 data_time: 0.0023 memory: 1152 loss: 1.2047 2022/11/28 21:50:17 - mmengine - INFO - Epoch(train) [107][ 400/5005] lr: 3.2837e-03 eta: 1:16:57 time: 0.0673 data_time: 0.0024 memory: 1152 loss: 1.0634 2022/11/28 21:50:22 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:50:24 - mmengine - INFO - Epoch(train) [107][ 500/5005] lr: 3.2744e-03 eta: 1:16:51 time: 0.0678 data_time: 0.0023 memory: 1152 loss: 1.2750 2022/11/28 21:50:31 - mmengine - INFO - Epoch(train) [107][ 600/5005] lr: 3.2651e-03 eta: 1:16:44 time: 0.0738 data_time: 0.0030 memory: 1152 loss: 1.2595 2022/11/28 21:50:38 - mmengine - INFO - Epoch(train) [107][ 700/5005] lr: 3.2558e-03 eta: 1:16:37 time: 0.0674 data_time: 0.0024 memory: 1152 loss: 1.2971 2022/11/28 21:50:45 - mmengine - INFO - Epoch(train) [107][ 800/5005] lr: 3.2465e-03 eta: 1:16:31 time: 0.0681 data_time: 0.0022 memory: 1152 loss: 1.2928 2022/11/28 21:50:52 - mmengine - INFO - Epoch(train) [107][ 900/5005] lr: 3.2372e-03 eta: 1:16:24 time: 0.0682 data_time: 0.0025 memory: 1152 loss: 1.2814 2022/11/28 21:50:59 - mmengine - INFO - Epoch(train) [107][1000/5005] lr: 3.2280e-03 eta: 1:16:18 time: 0.0688 data_time: 0.0022 memory: 1152 loss: 1.3190 2022/11/28 21:51:06 - mmengine - INFO - Epoch(train) [107][1100/5005] lr: 3.2187e-03 eta: 1:16:11 time: 0.0675 data_time: 0.0025 memory: 1152 loss: 1.1434 2022/11/28 21:51:13 - mmengine - INFO - Epoch(train) [107][1200/5005] lr: 3.2095e-03 eta: 1:16:05 time: 0.0683 data_time: 0.0023 memory: 1152 loss: 1.1122 2022/11/28 21:51:20 - mmengine - INFO - Epoch(train) [107][1300/5005] lr: 3.2003e-03 eta: 1:15:58 time: 0.0681 data_time: 0.0023 memory: 1152 loss: 1.1185 2022/11/28 21:51:27 - mmengine - INFO - Epoch(train) [107][1400/5005] lr: 3.1911e-03 eta: 1:15:51 time: 0.0670 data_time: 0.0023 memory: 1152 loss: 1.3274 2022/11/28 21:51:32 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:51:34 - mmengine - INFO - Epoch(train) [107][1500/5005] lr: 3.1819e-03 eta: 1:15:45 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.3546 2022/11/28 21:51:41 - mmengine - INFO - Epoch(train) [107][1600/5005] lr: 3.1727e-03 eta: 1:15:38 time: 0.0674 data_time: 0.0023 memory: 1152 loss: 1.0918 2022/11/28 21:51:48 - mmengine - INFO - Epoch(train) [107][1700/5005] lr: 3.1636e-03 eta: 1:15:31 time: 0.0681 data_time: 0.0030 memory: 1152 loss: 1.2498 2022/11/28 21:51:55 - mmengine - INFO - Epoch(train) [107][1800/5005] lr: 3.1544e-03 eta: 1:15:25 time: 0.0684 data_time: 0.0025 memory: 1152 loss: 1.2474 2022/11/28 21:52:02 - mmengine - INFO - Epoch(train) [107][1900/5005] lr: 3.1453e-03 eta: 1:15:18 time: 0.0686 data_time: 0.0022 memory: 1152 loss: 1.3780 2022/11/28 21:52:10 - mmengine - INFO - Epoch(train) [107][2000/5005] lr: 3.1362e-03 eta: 1:15:12 time: 0.0678 data_time: 0.0031 memory: 1152 loss: 1.2691 2022/11/28 21:52:17 - mmengine - INFO - Epoch(train) [107][2100/5005] lr: 3.1271e-03 eta: 1:15:05 time: 0.0693 data_time: 0.0022 memory: 1152 loss: 1.2568 2022/11/28 21:52:24 - mmengine - INFO - Epoch(train) [107][2200/5005] lr: 3.1180e-03 eta: 1:14:59 time: 0.0676 data_time: 0.0023 memory: 1152 loss: 1.1132 2022/11/28 21:52:31 - mmengine - INFO - Epoch(train) [107][2300/5005] lr: 3.1089e-03 eta: 1:14:52 time: 0.0695 data_time: 0.0030 memory: 1152 loss: 1.4175 2022/11/28 21:52:38 - mmengine - INFO - Epoch(train) [107][2400/5005] lr: 3.0998e-03 eta: 1:14:45 time: 0.0678 data_time: 0.0030 memory: 1152 loss: 1.3367 2022/11/28 21:52:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:52:45 - mmengine - INFO - Epoch(train) [107][2500/5005] lr: 3.0908e-03 eta: 1:14:39 time: 0.0678 data_time: 0.0023 memory: 1152 loss: 1.1675 2022/11/28 21:52:52 - mmengine - INFO - Epoch(train) [107][2600/5005] lr: 3.0817e-03 eta: 1:14:32 time: 0.0678 data_time: 0.0023 memory: 1152 loss: 1.2269 2022/11/28 21:52:59 - mmengine - INFO - Epoch(train) [107][2700/5005] lr: 3.0727e-03 eta: 1:14:26 time: 0.0674 data_time: 0.0023 memory: 1152 loss: 1.2645 2022/11/28 21:53:06 - mmengine - INFO - Epoch(train) [107][2800/5005] lr: 3.0636e-03 eta: 1:14:19 time: 0.0684 data_time: 0.0026 memory: 1152 loss: 1.2741 2022/11/28 21:53:13 - mmengine - INFO - Epoch(train) [107][2900/5005] lr: 3.0546e-03 eta: 1:14:12 time: 0.0675 data_time: 0.0028 memory: 1152 loss: 1.0355 2022/11/28 21:53:20 - mmengine - INFO - Epoch(train) [107][3000/5005] lr: 3.0456e-03 eta: 1:14:06 time: 0.0683 data_time: 0.0022 memory: 1152 loss: 1.2346 2022/11/28 21:53:27 - mmengine - INFO - Epoch(train) [107][3100/5005] lr: 3.0367e-03 eta: 1:13:59 time: 0.0681 data_time: 0.0023 memory: 1152 loss: 1.3866 2022/11/28 21:53:34 - mmengine - INFO - Epoch(train) [107][3200/5005] lr: 3.0277e-03 eta: 1:13:53 time: 0.0682 data_time: 0.0033 memory: 1152 loss: 1.2055 2022/11/28 21:53:41 - mmengine - INFO - Epoch(train) [107][3300/5005] lr: 3.0187e-03 eta: 1:13:46 time: 0.0692 data_time: 0.0032 memory: 1152 loss: 1.2617 2022/11/28 21:53:48 - mmengine - INFO - Epoch(train) [107][3400/5005] lr: 3.0098e-03 eta: 1:13:39 time: 0.0753 data_time: 0.0024 memory: 1152 loss: 1.2095 2022/11/28 21:53:53 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:53:56 - mmengine - INFO - Epoch(train) [107][3500/5005] lr: 3.0009e-03 eta: 1:13:33 time: 0.0751 data_time: 0.0023 memory: 1152 loss: 1.1473 2022/11/28 21:54:03 - mmengine - INFO - Epoch(train) [107][3600/5005] lr: 2.9919e-03 eta: 1:13:26 time: 0.0688 data_time: 0.0031 memory: 1152 loss: 1.2461 2022/11/28 21:54:10 - mmengine - INFO - Epoch(train) [107][3700/5005] lr: 2.9830e-03 eta: 1:13:20 time: 0.0694 data_time: 0.0026 memory: 1152 loss: 1.3046 2022/11/28 21:54:17 - mmengine - INFO - Epoch(train) [107][3800/5005] lr: 2.9742e-03 eta: 1:13:13 time: 0.0694 data_time: 0.0022 memory: 1152 loss: 1.4565 2022/11/28 21:54:24 - mmengine - INFO - Epoch(train) [107][3900/5005] lr: 2.9653e-03 eta: 1:13:06 time: 0.0676 data_time: 0.0023 memory: 1152 loss: 1.0535 2022/11/28 21:54:31 - mmengine - INFO - Epoch(train) [107][4000/5005] lr: 2.9564e-03 eta: 1:13:00 time: 0.0685 data_time: 0.0024 memory: 1152 loss: 1.2600 2022/11/28 21:54:38 - mmengine - INFO - Epoch(train) [107][4100/5005] lr: 2.9476e-03 eta: 1:12:53 time: 0.0682 data_time: 0.0023 memory: 1152 loss: 1.1923 2022/11/28 21:54:45 - mmengine - INFO - Epoch(train) [107][4200/5005] lr: 2.9387e-03 eta: 1:12:47 time: 0.0741 data_time: 0.0022 memory: 1152 loss: 1.2021 2022/11/28 21:54:52 - mmengine - INFO - Epoch(train) [107][4300/5005] lr: 2.9299e-03 eta: 1:12:40 time: 0.0698 data_time: 0.0022 memory: 1152 loss: 1.4137 2022/11/28 21:54:59 - mmengine - INFO - Epoch(train) [107][4400/5005] lr: 2.9211e-03 eta: 1:12:33 time: 0.0680 data_time: 0.0022 memory: 1152 loss: 1.3526 2022/11/28 21:55:04 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:55:06 - mmengine - INFO - Epoch(train) [107][4500/5005] lr: 2.9123e-03 eta: 1:12:27 time: 0.0691 data_time: 0.0035 memory: 1152 loss: 1.2971 2022/11/28 21:55:13 - mmengine - INFO - Epoch(train) [107][4600/5005] lr: 2.9035e-03 eta: 1:12:20 time: 0.0688 data_time: 0.0022 memory: 1152 loss: 1.2428 2022/11/28 21:55:20 - mmengine - INFO - Epoch(train) [107][4700/5005] lr: 2.8947e-03 eta: 1:12:14 time: 0.0695 data_time: 0.0031 memory: 1152 loss: 1.4373 2022/11/28 21:55:27 - mmengine - INFO - Epoch(train) [107][4800/5005] lr: 2.8859e-03 eta: 1:12:07 time: 0.0678 data_time: 0.0022 memory: 1152 loss: 1.2771 2022/11/28 21:55:34 - mmengine - INFO - Epoch(train) [107][4900/5005] lr: 2.8772e-03 eta: 1:12:00 time: 0.0678 data_time: 0.0023 memory: 1152 loss: 1.2679 2022/11/28 21:55:41 - mmengine - INFO - Epoch(train) [107][5000/5005] lr: 2.8684e-03 eta: 1:11:54 time: 0.0679 data_time: 0.0032 memory: 1152 loss: 1.1957 2022/11/28 21:55:42 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:55:42 - mmengine - INFO - Saving checkpoint at 107 epochs 2022/11/28 21:55:47 - mmengine - INFO - Epoch(val) [107][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0256 memory: 1152 2022/11/28 21:55:59 - mmengine - INFO - Epoch(val) [107][196/196] accuracy/top1: 72.7320 accuracy/top5: 91.0060 2022/11/28 21:56:07 - mmengine - INFO - Epoch(train) [108][ 100/5005] lr: 2.8593e-03 eta: 1:11:47 time: 0.0693 data_time: 0.0021 memory: 1152 loss: 1.0946 2022/11/28 21:56:14 - mmengine - INFO - Epoch(train) [108][ 200/5005] lr: 2.8506e-03 eta: 1:11:40 time: 0.0681 data_time: 0.0023 memory: 1152 loss: 1.0711 2022/11/28 21:56:21 - mmengine - INFO - Epoch(train) [108][ 300/5005] lr: 2.8419e-03 eta: 1:11:34 time: 0.0684 data_time: 0.0022 memory: 1152 loss: 1.0710 2022/11/28 21:56:28 - mmengine - INFO - Epoch(train) [108][ 400/5005] lr: 2.8332e-03 eta: 1:11:27 time: 0.0675 data_time: 0.0022 memory: 1152 loss: 1.1732 2022/11/28 21:56:33 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:56:35 - mmengine - INFO - Epoch(train) [108][ 500/5005] lr: 2.8245e-03 eta: 1:11:21 time: 0.0685 data_time: 0.0025 memory: 1152 loss: 1.2256 2022/11/28 21:56:42 - mmengine - INFO - Epoch(train) [108][ 600/5005] lr: 2.8159e-03 eta: 1:11:14 time: 0.0673 data_time: 0.0023 memory: 1152 loss: 1.2827 2022/11/28 21:56:49 - mmengine - INFO - Epoch(train) [108][ 700/5005] lr: 2.8072e-03 eta: 1:11:07 time: 0.0682 data_time: 0.0022 memory: 1152 loss: 1.1838 2022/11/28 21:56:56 - mmengine - INFO - Epoch(train) [108][ 800/5005] lr: 2.7986e-03 eta: 1:11:01 time: 0.0682 data_time: 0.0023 memory: 1152 loss: 1.1726 2022/11/28 21:57:03 - mmengine - INFO - Epoch(train) [108][ 900/5005] lr: 2.7900e-03 eta: 1:10:54 time: 0.0673 data_time: 0.0023 memory: 1152 loss: 1.2468 2022/11/28 21:57:10 - mmengine - INFO - Epoch(train) [108][1000/5005] lr: 2.7814e-03 eta: 1:10:48 time: 0.0670 data_time: 0.0023 memory: 1152 loss: 1.2895 2022/11/28 21:57:17 - mmengine - INFO - Epoch(train) [108][1100/5005] lr: 2.7728e-03 eta: 1:10:41 time: 0.0670 data_time: 0.0023 memory: 1152 loss: 1.4215 2022/11/28 21:57:24 - mmengine - INFO - Epoch(train) [108][1200/5005] lr: 2.7642e-03 eta: 1:10:34 time: 0.0680 data_time: 0.0022 memory: 1152 loss: 1.3540 2022/11/28 21:57:31 - mmengine - INFO - Epoch(train) [108][1300/5005] lr: 2.7556e-03 eta: 1:10:28 time: 0.0783 data_time: 0.0024 memory: 1152 loss: 1.2227 2022/11/28 21:57:38 - mmengine - INFO - Epoch(train) [108][1400/5005] lr: 2.7471e-03 eta: 1:10:21 time: 0.0678 data_time: 0.0029 memory: 1152 loss: 1.1695 2022/11/28 21:57:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:57:45 - mmengine - INFO - Epoch(train) [108][1500/5005] lr: 2.7385e-03 eta: 1:10:14 time: 0.0675 data_time: 0.0023 memory: 1152 loss: 1.4133 2022/11/28 21:57:52 - mmengine - INFO - Epoch(train) [108][1600/5005] lr: 2.7300e-03 eta: 1:10:08 time: 0.0682 data_time: 0.0022 memory: 1152 loss: 1.0564 2022/11/28 21:57:59 - mmengine - INFO - Epoch(train) [108][1700/5005] lr: 2.7215e-03 eta: 1:10:01 time: 0.0681 data_time: 0.0030 memory: 1152 loss: 1.1537 2022/11/28 21:58:06 - mmengine - INFO - Epoch(train) [108][1800/5005] lr: 2.7130e-03 eta: 1:09:55 time: 0.0692 data_time: 0.0022 memory: 1152 loss: 1.2267 2022/11/28 21:58:13 - mmengine - INFO - Epoch(train) [108][1900/5005] lr: 2.7045e-03 eta: 1:09:48 time: 0.0683 data_time: 0.0024 memory: 1152 loss: 1.2738 2022/11/28 21:58:20 - mmengine - INFO - Epoch(train) [108][2000/5005] lr: 2.6960e-03 eta: 1:09:41 time: 0.0749 data_time: 0.0027 memory: 1152 loss: 1.0962 2022/11/28 21:58:27 - mmengine - INFO - Epoch(train) [108][2100/5005] lr: 2.6875e-03 eta: 1:09:35 time: 0.0691 data_time: 0.0022 memory: 1152 loss: 1.3428 2022/11/28 21:58:34 - mmengine - INFO - Epoch(train) [108][2200/5005] lr: 2.6791e-03 eta: 1:09:28 time: 0.0680 data_time: 0.0025 memory: 1152 loss: 1.0946 2022/11/28 21:58:41 - mmengine - INFO - Epoch(train) [108][2300/5005] lr: 2.6706e-03 eta: 1:09:22 time: 0.0686 data_time: 0.0023 memory: 1152 loss: 1.3172 2022/11/28 21:58:48 - mmengine - INFO - Epoch(train) [108][2400/5005] lr: 2.6622e-03 eta: 1:09:15 time: 0.0674 data_time: 0.0024 memory: 1152 loss: 1.2429 2022/11/28 21:58:53 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 21:58:55 - mmengine - INFO - Epoch(train) [108][2500/5005] lr: 2.6538e-03 eta: 1:09:08 time: 0.0686 data_time: 0.0023 memory: 1152 loss: 1.2594 2022/11/28 21:59:02 - mmengine - INFO - Epoch(train) [108][2600/5005] lr: 2.6454e-03 eta: 1:09:02 time: 0.0683 data_time: 0.0024 memory: 1152 loss: 1.2884 2022/11/28 21:59:09 - mmengine - INFO - Epoch(train) [108][2700/5005] lr: 2.6370e-03 eta: 1:08:55 time: 0.0672 data_time: 0.0023 memory: 1152 loss: 1.1656 2022/11/28 21:59:16 - mmengine - INFO - Epoch(train) [108][2800/5005] lr: 2.6286e-03 eta: 1:08:49 time: 0.0671 data_time: 0.0023 memory: 1152 loss: 1.2393 2022/11/28 21:59:23 - mmengine - INFO - Epoch(train) [108][2900/5005] lr: 2.6203e-03 eta: 1:08:42 time: 0.0682 data_time: 0.0023 memory: 1152 loss: 1.2419 2022/11/28 21:59:31 - mmengine - INFO - Epoch(train) [108][3000/5005] lr: 2.6119e-03 eta: 1:08:35 time: 0.0691 data_time: 0.0023 memory: 1152 loss: 1.3316 2022/11/28 21:59:38 - mmengine - INFO - Epoch(train) [108][3100/5005] lr: 2.6036e-03 eta: 1:08:29 time: 0.0675 data_time: 0.0024 memory: 1152 loss: 1.2000 2022/11/28 21:59:44 - mmengine - INFO - Epoch(train) [108][3200/5005] lr: 2.5953e-03 eta: 1:08:22 time: 0.0677 data_time: 0.0024 memory: 1152 loss: 1.1149 2022/11/28 21:59:51 - mmengine - INFO - Epoch(train) [108][3300/5005] lr: 2.5869e-03 eta: 1:08:16 time: 0.0678 data_time: 0.0023 memory: 1152 loss: 1.1914 2022/11/28 21:59:59 - mmengine - INFO - Epoch(train) [108][3400/5005] lr: 2.5786e-03 eta: 1:08:09 time: 0.0684 data_time: 0.0023 memory: 1152 loss: 1.2503 2022/11/28 22:00:03 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:00:05 - mmengine - INFO - Epoch(train) [108][3500/5005] lr: 2.5704e-03 eta: 1:08:02 time: 0.0676 data_time: 0.0023 memory: 1152 loss: 1.2916 2022/11/28 22:00:13 - mmengine - INFO - Epoch(train) [108][3600/5005] lr: 2.5621e-03 eta: 1:07:56 time: 0.0687 data_time: 0.0023 memory: 1152 loss: 1.3802 2022/11/28 22:00:20 - mmengine - INFO - Epoch(train) [108][3700/5005] lr: 2.5538e-03 eta: 1:07:49 time: 0.0688 data_time: 0.0023 memory: 1152 loss: 1.0725 2022/11/28 22:00:27 - mmengine - INFO - Epoch(train) [108][3800/5005] lr: 2.5456e-03 eta: 1:07:43 time: 0.0685 data_time: 0.0024 memory: 1152 loss: 1.1294 2022/11/28 22:00:34 - mmengine - INFO - Epoch(train) [108][3900/5005] lr: 2.5374e-03 eta: 1:07:36 time: 0.0679 data_time: 0.0031 memory: 1152 loss: 1.1190 2022/11/28 22:00:41 - mmengine - INFO - Epoch(train) [108][4000/5005] lr: 2.5291e-03 eta: 1:07:29 time: 0.0688 data_time: 0.0023 memory: 1152 loss: 1.2225 2022/11/28 22:00:48 - mmengine - INFO - Epoch(train) [108][4100/5005] lr: 2.5209e-03 eta: 1:07:23 time: 0.0683 data_time: 0.0023 memory: 1152 loss: 1.2056 2022/11/28 22:00:55 - mmengine - INFO - Epoch(train) [108][4200/5005] lr: 2.5127e-03 eta: 1:07:16 time: 0.0699 data_time: 0.0028 memory: 1152 loss: 1.1510 2022/11/28 22:01:02 - mmengine - INFO - Epoch(train) [108][4300/5005] lr: 2.5046e-03 eta: 1:07:10 time: 0.0687 data_time: 0.0023 memory: 1152 loss: 1.1725 2022/11/28 22:01:09 - mmengine - INFO - Epoch(train) [108][4400/5005] lr: 2.4964e-03 eta: 1:07:03 time: 0.0681 data_time: 0.0023 memory: 1152 loss: 1.2533 2022/11/28 22:01:14 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:01:16 - mmengine - INFO - Epoch(train) [108][4500/5005] lr: 2.4882e-03 eta: 1:06:56 time: 0.0689 data_time: 0.0023 memory: 1152 loss: 1.2726 2022/11/28 22:01:23 - mmengine - INFO - Epoch(train) [108][4600/5005] lr: 2.4801e-03 eta: 1:06:50 time: 0.0676 data_time: 0.0028 memory: 1152 loss: 1.3413 2022/11/28 22:01:30 - mmengine - INFO - Epoch(train) [108][4700/5005] lr: 2.4720e-03 eta: 1:06:43 time: 0.0752 data_time: 0.0027 memory: 1152 loss: 1.2693 2022/11/28 22:01:37 - mmengine - INFO - Epoch(train) [108][4800/5005] lr: 2.4639e-03 eta: 1:06:37 time: 0.0693 data_time: 0.0027 memory: 1152 loss: 1.1234 2022/11/28 22:01:44 - mmengine - INFO - Epoch(train) [108][4900/5005] lr: 2.4557e-03 eta: 1:06:30 time: 0.0685 data_time: 0.0025 memory: 1152 loss: 1.1135 2022/11/28 22:01:51 - mmengine - INFO - Epoch(train) [108][5000/5005] lr: 2.4477e-03 eta: 1:06:23 time: 0.0762 data_time: 0.0032 memory: 1152 loss: 1.1852 2022/11/28 22:01:52 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:01:52 - mmengine - INFO - Saving checkpoint at 108 epochs 2022/11/28 22:01:57 - mmengine - INFO - Epoch(val) [108][100/196] eta: 0:00:03 time: 0.0360 data_time: 0.0244 memory: 1152 2022/11/28 22:02:10 - mmengine - INFO - Epoch(val) [108][196/196] accuracy/top1: 73.2280 accuracy/top5: 91.0600 2022/11/28 22:02:17 - mmengine - INFO - Epoch(train) [109][ 100/5005] lr: 2.4392e-03 eta: 1:06:16 time: 0.0692 data_time: 0.0024 memory: 1152 loss: 1.3325 2022/11/28 22:02:24 - mmengine - INFO - Epoch(train) [109][ 200/5005] lr: 2.4311e-03 eta: 1:06:10 time: 0.0680 data_time: 0.0025 memory: 1152 loss: 1.1225 2022/11/28 22:02:31 - mmengine - INFO - Epoch(train) [109][ 300/5005] lr: 2.4231e-03 eta: 1:06:03 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.2886 2022/11/28 22:02:38 - mmengine - INFO - Epoch(train) [109][ 400/5005] lr: 2.4150e-03 eta: 1:05:57 time: 0.0678 data_time: 0.0023 memory: 1152 loss: 1.2545 2022/11/28 22:02:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:02:45 - mmengine - INFO - Epoch(train) [109][ 500/5005] lr: 2.4070e-03 eta: 1:05:50 time: 0.0681 data_time: 0.0024 memory: 1152 loss: 1.4539 2022/11/28 22:02:52 - mmengine - INFO - Epoch(train) [109][ 600/5005] lr: 2.3990e-03 eta: 1:05:43 time: 0.0683 data_time: 0.0031 memory: 1152 loss: 1.1329 2022/11/28 22:03:00 - mmengine - INFO - Epoch(train) [109][ 700/5005] lr: 2.3910e-03 eta: 1:05:37 time: 0.0702 data_time: 0.0022 memory: 1152 loss: 1.1662 2022/11/28 22:03:07 - mmengine - INFO - Epoch(train) [109][ 800/5005] lr: 2.3830e-03 eta: 1:05:30 time: 0.0706 data_time: 0.0023 memory: 1152 loss: 1.1153 2022/11/28 22:03:14 - mmengine - INFO - Epoch(train) [109][ 900/5005] lr: 2.3750e-03 eta: 1:05:24 time: 0.0787 data_time: 0.0024 memory: 1152 loss: 1.3721 2022/11/28 22:03:21 - mmengine - INFO - Epoch(train) [109][1000/5005] lr: 2.3671e-03 eta: 1:05:17 time: 0.0680 data_time: 0.0023 memory: 1152 loss: 0.9964 2022/11/28 22:03:28 - mmengine - INFO - Epoch(train) [109][1100/5005] lr: 2.3591e-03 eta: 1:05:10 time: 0.0761 data_time: 0.0022 memory: 1152 loss: 1.1994 2022/11/28 22:03:35 - mmengine - INFO - Epoch(train) [109][1200/5005] lr: 2.3512e-03 eta: 1:05:04 time: 0.0685 data_time: 0.0022 memory: 1152 loss: 1.2371 2022/11/28 22:03:42 - mmengine - INFO - Epoch(train) [109][1300/5005] lr: 2.3433e-03 eta: 1:04:57 time: 0.0697 data_time: 0.0024 memory: 1152 loss: 1.2592 2022/11/28 22:03:49 - mmengine - INFO - Epoch(train) [109][1400/5005] lr: 2.3354e-03 eta: 1:04:51 time: 0.0696 data_time: 0.0024 memory: 1152 loss: 1.2060 2022/11/28 22:03:53 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:03:56 - mmengine - INFO - Epoch(train) [109][1500/5005] lr: 2.3275e-03 eta: 1:04:44 time: 0.0676 data_time: 0.0025 memory: 1152 loss: 1.1862 2022/11/28 22:04:03 - mmengine - INFO - Epoch(train) [109][1600/5005] lr: 2.3196e-03 eta: 1:04:37 time: 0.0678 data_time: 0.0024 memory: 1152 loss: 1.2127 2022/11/28 22:04:10 - mmengine - INFO - Epoch(train) [109][1700/5005] lr: 2.3117e-03 eta: 1:04:31 time: 0.0678 data_time: 0.0027 memory: 1152 loss: 1.3242 2022/11/28 22:04:17 - mmengine - INFO - Epoch(train) [109][1800/5005] lr: 2.3039e-03 eta: 1:04:24 time: 0.0683 data_time: 0.0026 memory: 1152 loss: 1.1014 2022/11/28 22:04:24 - mmengine - INFO - Epoch(train) [109][1900/5005] lr: 2.2960e-03 eta: 1:04:18 time: 0.0687 data_time: 0.0031 memory: 1152 loss: 1.0987 2022/11/28 22:04:32 - mmengine - INFO - Epoch(train) [109][2000/5005] lr: 2.2882e-03 eta: 1:04:11 time: 0.0696 data_time: 0.0026 memory: 1152 loss: 1.0859 2022/11/28 22:04:39 - mmengine - INFO - Epoch(train) [109][2100/5005] lr: 2.2804e-03 eta: 1:04:04 time: 0.0685 data_time: 0.0023 memory: 1152 loss: 1.2527 2022/11/28 22:04:46 - mmengine - INFO - Epoch(train) [109][2200/5005] lr: 2.2726e-03 eta: 1:03:58 time: 0.0699 data_time: 0.0022 memory: 1152 loss: 1.2740 2022/11/28 22:04:53 - mmengine - INFO - Epoch(train) [109][2300/5005] lr: 2.2648e-03 eta: 1:03:51 time: 0.0693 data_time: 0.0031 memory: 1152 loss: 1.0798 2022/11/28 22:05:00 - mmengine - INFO - Epoch(train) [109][2400/5005] lr: 2.2570e-03 eta: 1:03:45 time: 0.0744 data_time: 0.0022 memory: 1152 loss: 1.2262 2022/11/28 22:05:04 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:05:07 - mmengine - INFO - Epoch(train) [109][2500/5005] lr: 2.2493e-03 eta: 1:03:38 time: 0.0703 data_time: 0.0034 memory: 1152 loss: 1.2220 2022/11/28 22:05:14 - mmengine - INFO - Epoch(train) [109][2600/5005] lr: 2.2415e-03 eta: 1:03:31 time: 0.0684 data_time: 0.0024 memory: 1152 loss: 1.1479 2022/11/28 22:05:21 - mmengine - INFO - Epoch(train) [109][2700/5005] lr: 2.2338e-03 eta: 1:03:25 time: 0.0685 data_time: 0.0023 memory: 1152 loss: 1.2250 2022/11/28 22:05:28 - mmengine - INFO - Epoch(train) [109][2800/5005] lr: 2.2261e-03 eta: 1:03:18 time: 0.0685 data_time: 0.0024 memory: 1152 loss: 1.3242 2022/11/28 22:05:35 - mmengine - INFO - Epoch(train) [109][2900/5005] lr: 2.2184e-03 eta: 1:03:12 time: 0.0695 data_time: 0.0025 memory: 1152 loss: 1.2879 2022/11/28 22:05:42 - mmengine - INFO - Epoch(train) [109][3000/5005] lr: 2.2107e-03 eta: 1:03:05 time: 0.0681 data_time: 0.0022 memory: 1152 loss: 1.3146 2022/11/28 22:05:50 - mmengine - INFO - Epoch(train) [109][3100/5005] lr: 2.2030e-03 eta: 1:02:58 time: 0.0685 data_time: 0.0026 memory: 1152 loss: 1.2722 2022/11/28 22:05:57 - mmengine - INFO - Epoch(train) [109][3200/5005] lr: 2.1953e-03 eta: 1:02:52 time: 0.0703 data_time: 0.0028 memory: 1152 loss: 1.3587 2022/11/28 22:06:04 - mmengine - INFO - Epoch(train) [109][3300/5005] lr: 2.1876e-03 eta: 1:02:45 time: 0.0691 data_time: 0.0022 memory: 1152 loss: 1.1044 2022/11/28 22:06:11 - mmengine - INFO - Epoch(train) [109][3400/5005] lr: 2.1800e-03 eta: 1:02:39 time: 0.0688 data_time: 0.0023 memory: 1152 loss: 1.2715 2022/11/28 22:06:15 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:06:18 - mmengine - INFO - Epoch(train) [109][3500/5005] lr: 2.1724e-03 eta: 1:02:32 time: 0.0682 data_time: 0.0025 memory: 1152 loss: 1.1845 2022/11/28 22:06:25 - mmengine - INFO - Epoch(train) [109][3600/5005] lr: 2.1647e-03 eta: 1:02:25 time: 0.0711 data_time: 0.0024 memory: 1152 loss: 1.1612 2022/11/28 22:06:32 - mmengine - INFO - Epoch(train) [109][3700/5005] lr: 2.1571e-03 eta: 1:02:19 time: 0.0690 data_time: 0.0025 memory: 1152 loss: 1.1316 2022/11/28 22:06:39 - mmengine - INFO - Epoch(train) [109][3800/5005] lr: 2.1495e-03 eta: 1:02:12 time: 0.0673 data_time: 0.0023 memory: 1152 loss: 1.1469 2022/11/28 22:06:46 - mmengine - INFO - Epoch(train) [109][3900/5005] lr: 2.1420e-03 eta: 1:02:06 time: 0.0697 data_time: 0.0025 memory: 1152 loss: 1.3963 2022/11/28 22:06:53 - mmengine - INFO - Epoch(train) [109][4000/5005] lr: 2.1344e-03 eta: 1:01:59 time: 0.0689 data_time: 0.0022 memory: 1152 loss: 1.2190 2022/11/28 22:07:00 - mmengine - INFO - Epoch(train) [109][4100/5005] lr: 2.1268e-03 eta: 1:01:52 time: 0.0683 data_time: 0.0022 memory: 1152 loss: 1.2615 2022/11/28 22:07:08 - mmengine - INFO - Epoch(train) [109][4200/5005] lr: 2.1193e-03 eta: 1:01:46 time: 0.0697 data_time: 0.0032 memory: 1152 loss: 1.2593 2022/11/28 22:07:15 - mmengine - INFO - Epoch(train) [109][4300/5005] lr: 2.1118e-03 eta: 1:01:39 time: 0.0688 data_time: 0.0024 memory: 1152 loss: 1.1494 2022/11/28 22:07:22 - mmengine - INFO - Epoch(train) [109][4400/5005] lr: 2.1043e-03 eta: 1:01:32 time: 0.0690 data_time: 0.0030 memory: 1152 loss: 1.2843 2022/11/28 22:07:26 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:07:29 - mmengine - INFO - Epoch(train) [109][4500/5005] lr: 2.0968e-03 eta: 1:01:26 time: 0.0697 data_time: 0.0027 memory: 1152 loss: 1.1532 2022/11/28 22:07:36 - mmengine - INFO - Epoch(train) [109][4600/5005] lr: 2.0893e-03 eta: 1:01:19 time: 0.0686 data_time: 0.0023 memory: 1152 loss: 1.2294 2022/11/28 22:07:43 - mmengine - INFO - Epoch(train) [109][4700/5005] lr: 2.0818e-03 eta: 1:01:13 time: 0.0694 data_time: 0.0023 memory: 1152 loss: 1.1384 2022/11/28 22:07:50 - mmengine - INFO - Epoch(train) [109][4800/5005] lr: 2.0743e-03 eta: 1:01:06 time: 0.0701 data_time: 0.0031 memory: 1152 loss: 1.1646 2022/11/28 22:07:57 - mmengine - INFO - Epoch(train) [109][4900/5005] lr: 2.0669e-03 eta: 1:00:59 time: 0.0686 data_time: 0.0024 memory: 1152 loss: 1.0305 2022/11/28 22:08:04 - mmengine - INFO - Epoch(train) [109][5000/5005] lr: 2.0595e-03 eta: 1:00:53 time: 0.0698 data_time: 0.0032 memory: 1152 loss: 1.3216 2022/11/28 22:08:05 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:08:05 - mmengine - INFO - Saving checkpoint at 109 epochs 2022/11/28 22:08:10 - mmengine - INFO - Epoch(val) [109][100/196] eta: 0:00:03 time: 0.0365 data_time: 0.0253 memory: 1152 2022/11/28 22:08:23 - mmengine - INFO - Epoch(val) [109][196/196] accuracy/top1: 73.1460 accuracy/top5: 91.1480 2022/11/28 22:08:30 - mmengine - INFO - Epoch(train) [110][ 100/5005] lr: 2.0517e-03 eta: 1:00:46 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.3424 2022/11/28 22:08:37 - mmengine - INFO - Epoch(train) [110][ 200/5005] lr: 2.0443e-03 eta: 1:00:39 time: 0.0680 data_time: 0.0023 memory: 1152 loss: 1.2359 2022/11/28 22:08:44 - mmengine - INFO - Epoch(train) [110][ 300/5005] lr: 2.0369e-03 eta: 1:00:33 time: 0.0696 data_time: 0.0022 memory: 1152 loss: 1.1298 2022/11/28 22:08:51 - mmengine - INFO - Epoch(train) [110][ 400/5005] lr: 2.0295e-03 eta: 1:00:26 time: 0.0681 data_time: 0.0022 memory: 1152 loss: 1.2230 2022/11/28 22:08:55 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:08:58 - mmengine - INFO - Epoch(train) [110][ 500/5005] lr: 2.0221e-03 eta: 1:00:19 time: 0.0682 data_time: 0.0029 memory: 1152 loss: 1.2372 2022/11/28 22:09:05 - mmengine - INFO - Epoch(train) [110][ 600/5005] lr: 2.0148e-03 eta: 1:00:13 time: 0.0697 data_time: 0.0030 memory: 1152 loss: 1.1484 2022/11/28 22:09:12 - mmengine - INFO - Epoch(train) [110][ 700/5005] lr: 2.0074e-03 eta: 1:00:06 time: 0.0680 data_time: 0.0023 memory: 1152 loss: 1.0946 2022/11/28 22:09:19 - mmengine - INFO - Epoch(train) [110][ 800/5005] lr: 2.0001e-03 eta: 1:00:00 time: 0.0682 data_time: 0.0024 memory: 1152 loss: 1.2860 2022/11/28 22:09:26 - mmengine - INFO - Epoch(train) [110][ 900/5005] lr: 1.9928e-03 eta: 0:59:53 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.4109 2022/11/28 22:09:34 - mmengine - INFO - Epoch(train) [110][1000/5005] lr: 1.9855e-03 eta: 0:59:46 time: 0.0680 data_time: 0.0024 memory: 1152 loss: 1.2929 2022/11/28 22:09:41 - mmengine - INFO - Epoch(train) [110][1100/5005] lr: 1.9782e-03 eta: 0:59:40 time: 0.0690 data_time: 0.0032 memory: 1152 loss: 1.3021 2022/11/28 22:09:48 - mmengine - INFO - Epoch(train) [110][1200/5005] lr: 1.9709e-03 eta: 0:59:33 time: 0.0681 data_time: 0.0024 memory: 1152 loss: 1.2652 2022/11/28 22:09:55 - mmengine - INFO - Epoch(train) [110][1300/5005] lr: 1.9636e-03 eta: 0:59:27 time: 0.0694 data_time: 0.0032 memory: 1152 loss: 1.2088 2022/11/28 22:10:02 - mmengine - INFO - Epoch(train) [110][1400/5005] lr: 1.9564e-03 eta: 0:59:20 time: 0.0681 data_time: 0.0030 memory: 1152 loss: 1.3325 2022/11/28 22:10:06 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:10:09 - mmengine - INFO - Epoch(train) [110][1500/5005] lr: 1.9491e-03 eta: 0:59:13 time: 0.0678 data_time: 0.0028 memory: 1152 loss: 1.2675 2022/11/28 22:10:16 - mmengine - INFO - Epoch(train) [110][1600/5005] lr: 1.9419e-03 eta: 0:59:07 time: 0.0672 data_time: 0.0023 memory: 1152 loss: 1.2574 2022/11/28 22:10:23 - mmengine - INFO - Epoch(train) [110][1700/5005] lr: 1.9347e-03 eta: 0:59:00 time: 0.0673 data_time: 0.0023 memory: 1152 loss: 1.1025 2022/11/28 22:10:30 - mmengine - INFO - Epoch(train) [110][1800/5005] lr: 1.9275e-03 eta: 0:58:54 time: 0.0684 data_time: 0.0024 memory: 1152 loss: 1.1703 2022/11/28 22:10:37 - mmengine - INFO - Epoch(train) [110][1900/5005] lr: 1.9203e-03 eta: 0:58:47 time: 0.0690 data_time: 0.0032 memory: 1152 loss: 1.0609 2022/11/28 22:10:44 - mmengine - INFO - Epoch(train) [110][2000/5005] lr: 1.9131e-03 eta: 0:58:40 time: 0.0699 data_time: 0.0022 memory: 1152 loss: 1.0491 2022/11/28 22:10:51 - mmengine - INFO - Epoch(train) [110][2100/5005] lr: 1.9060e-03 eta: 0:58:34 time: 0.0684 data_time: 0.0023 memory: 1152 loss: 1.1872 2022/11/28 22:10:58 - mmengine - INFO - Epoch(train) [110][2200/5005] lr: 1.8988e-03 eta: 0:58:27 time: 0.0699 data_time: 0.0033 memory: 1152 loss: 1.1681 2022/11/28 22:11:05 - mmengine - INFO - Epoch(train) [110][2300/5005] lr: 1.8917e-03 eta: 0:58:21 time: 0.0677 data_time: 0.0025 memory: 1152 loss: 1.1938 2022/11/28 22:11:12 - mmengine - INFO - Epoch(train) [110][2400/5005] lr: 1.8846e-03 eta: 0:58:14 time: 0.0678 data_time: 0.0023 memory: 1152 loss: 1.1703 2022/11/28 22:11:16 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:11:19 - mmengine - INFO - Epoch(train) [110][2500/5005] lr: 1.8775e-03 eta: 0:58:07 time: 0.0689 data_time: 0.0024 memory: 1152 loss: 1.2114 2022/11/28 22:11:26 - mmengine - INFO - Epoch(train) [110][2600/5005] lr: 1.8704e-03 eta: 0:58:01 time: 0.0674 data_time: 0.0024 memory: 1152 loss: 1.3181 2022/11/28 22:11:33 - mmengine - INFO - Epoch(train) [110][2700/5005] lr: 1.8633e-03 eta: 0:57:54 time: 0.0682 data_time: 0.0028 memory: 1152 loss: 0.9338 2022/11/28 22:11:40 - mmengine - INFO - Epoch(train) [110][2800/5005] lr: 1.8562e-03 eta: 0:57:47 time: 0.0677 data_time: 0.0023 memory: 1152 loss: 1.2832 2022/11/28 22:11:47 - mmengine - INFO - Epoch(train) [110][2900/5005] lr: 1.8492e-03 eta: 0:57:41 time: 0.0685 data_time: 0.0031 memory: 1152 loss: 1.1332 2022/11/28 22:11:55 - mmengine - INFO - Epoch(train) [110][3000/5005] lr: 1.8422e-03 eta: 0:57:34 time: 0.0681 data_time: 0.0024 memory: 1152 loss: 1.0209 2022/11/28 22:12:02 - mmengine - INFO - Epoch(train) [110][3100/5005] lr: 1.8351e-03 eta: 0:57:28 time: 0.0682 data_time: 0.0023 memory: 1152 loss: 1.1555 2022/11/28 22:12:09 - mmengine - INFO - Epoch(train) [110][3200/5005] lr: 1.8281e-03 eta: 0:57:21 time: 0.0699 data_time: 0.0023 memory: 1152 loss: 1.2868 2022/11/28 22:12:16 - mmengine - INFO - Epoch(train) [110][3300/5005] lr: 1.8211e-03 eta: 0:57:14 time: 0.0759 data_time: 0.0022 memory: 1152 loss: 1.2724 2022/11/28 22:12:23 - mmengine - INFO - Epoch(train) [110][3400/5005] lr: 1.8141e-03 eta: 0:57:08 time: 0.0676 data_time: 0.0022 memory: 1152 loss: 1.1432 2022/11/28 22:12:27 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:12:30 - mmengine - INFO - Epoch(train) [110][3500/5005] lr: 1.8071e-03 eta: 0:57:01 time: 0.0688 data_time: 0.0023 memory: 1152 loss: 1.0973 2022/11/28 22:12:37 - mmengine - INFO - Epoch(train) [110][3600/5005] lr: 1.8002e-03 eta: 0:56:55 time: 0.0689 data_time: 0.0024 memory: 1152 loss: 1.2016 2022/11/28 22:12:44 - mmengine - INFO - Epoch(train) [110][3700/5005] lr: 1.7932e-03 eta: 0:56:48 time: 0.0700 data_time: 0.0023 memory: 1152 loss: 1.1456 2022/11/28 22:12:51 - mmengine - INFO - Epoch(train) [110][3800/5005] lr: 1.7863e-03 eta: 0:56:41 time: 0.0684 data_time: 0.0023 memory: 1152 loss: 1.2551 2022/11/28 22:12:59 - mmengine - INFO - Epoch(train) [110][3900/5005] lr: 1.7794e-03 eta: 0:56:35 time: 0.0683 data_time: 0.0023 memory: 1152 loss: 1.1215 2022/11/28 22:13:06 - mmengine - INFO - Epoch(train) [110][4000/5005] lr: 1.7725e-03 eta: 0:56:28 time: 0.0686 data_time: 0.0023 memory: 1152 loss: 1.0586 2022/11/28 22:13:13 - mmengine - INFO - Epoch(train) [110][4100/5005] lr: 1.7656e-03 eta: 0:56:21 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.4163 2022/11/28 22:13:20 - mmengine - INFO - Epoch(train) [110][4200/5005] lr: 1.7587e-03 eta: 0:56:15 time: 0.0694 data_time: 0.0023 memory: 1152 loss: 1.1466 2022/11/28 22:13:27 - mmengine - INFO - Epoch(train) [110][4300/5005] lr: 1.7518e-03 eta: 0:56:08 time: 0.0690 data_time: 0.0022 memory: 1152 loss: 1.1593 2022/11/28 22:13:34 - mmengine - INFO - Epoch(train) [110][4400/5005] lr: 1.7450e-03 eta: 0:56:02 time: 0.0685 data_time: 0.0022 memory: 1152 loss: 1.2696 2022/11/28 22:13:38 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:13:41 - mmengine - INFO - Epoch(train) [110][4500/5005] lr: 1.7381e-03 eta: 0:55:55 time: 0.0698 data_time: 0.0023 memory: 1152 loss: 1.1797 2022/11/28 22:13:48 - mmengine - INFO - Epoch(train) [110][4600/5005] lr: 1.7313e-03 eta: 0:55:48 time: 0.0678 data_time: 0.0025 memory: 1152 loss: 1.1061 2022/11/28 22:13:55 - mmengine - INFO - Epoch(train) [110][4700/5005] lr: 1.7245e-03 eta: 0:55:42 time: 0.0765 data_time: 0.0024 memory: 1152 loss: 1.2806 2022/11/28 22:14:02 - mmengine - INFO - Epoch(train) [110][4800/5005] lr: 1.7177e-03 eta: 0:55:35 time: 0.0687 data_time: 0.0023 memory: 1152 loss: 1.1758 2022/11/28 22:14:09 - mmengine - INFO - Epoch(train) [110][4900/5005] lr: 1.7109e-03 eta: 0:55:29 time: 0.0676 data_time: 0.0023 memory: 1152 loss: 1.0746 2022/11/28 22:14:16 - mmengine - INFO - Epoch(train) [110][5000/5005] lr: 1.7041e-03 eta: 0:55:22 time: 0.0690 data_time: 0.0031 memory: 1152 loss: 1.2497 2022/11/28 22:14:17 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:14:17 - mmengine - INFO - Saving checkpoint at 110 epochs 2022/11/28 22:14:21 - mmengine - INFO - Epoch(val) [110][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0243 memory: 1152 2022/11/28 22:14:35 - mmengine - INFO - Epoch(val) [110][196/196] accuracy/top1: 73.4220 accuracy/top5: 91.2820 2022/11/28 22:14:42 - mmengine - INFO - Epoch(train) [111][ 100/5005] lr: 1.6970e-03 eta: 0:55:15 time: 0.0680 data_time: 0.0022 memory: 1152 loss: 1.1489 2022/11/28 22:14:49 - mmengine - INFO - Epoch(train) [111][ 200/5005] lr: 1.6903e-03 eta: 0:55:08 time: 0.0687 data_time: 0.0029 memory: 1152 loss: 1.2765 2022/11/28 22:14:56 - mmengine - INFO - Epoch(train) [111][ 300/5005] lr: 1.6835e-03 eta: 0:55:02 time: 0.0687 data_time: 0.0023 memory: 1152 loss: 1.2742 2022/11/28 22:15:03 - mmengine - INFO - Epoch(train) [111][ 400/5005] lr: 1.6768e-03 eta: 0:54:55 time: 0.0687 data_time: 0.0023 memory: 1152 loss: 1.1695 2022/11/28 22:15:07 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:15:10 - mmengine - INFO - Epoch(train) [111][ 500/5005] lr: 1.6701e-03 eta: 0:54:49 time: 0.0682 data_time: 0.0024 memory: 1152 loss: 1.1449 2022/11/28 22:15:17 - mmengine - INFO - Epoch(train) [111][ 600/5005] lr: 1.6634e-03 eta: 0:54:42 time: 0.0699 data_time: 0.0022 memory: 1152 loss: 1.2449 2022/11/28 22:15:24 - mmengine - INFO - Epoch(train) [111][ 700/5005] lr: 1.6567e-03 eta: 0:54:35 time: 0.0698 data_time: 0.0023 memory: 1152 loss: 1.2323 2022/11/28 22:15:31 - mmengine - INFO - Epoch(train) [111][ 800/5005] lr: 1.6500e-03 eta: 0:54:29 time: 0.0687 data_time: 0.0023 memory: 1152 loss: 1.1460 2022/11/28 22:15:39 - mmengine - INFO - Epoch(train) [111][ 900/5005] lr: 1.6434e-03 eta: 0:54:22 time: 0.0679 data_time: 0.0024 memory: 1152 loss: 1.2266 2022/11/28 22:15:46 - mmengine - INFO - Epoch(train) [111][1000/5005] lr: 1.6367e-03 eta: 0:54:16 time: 0.0680 data_time: 0.0023 memory: 1152 loss: 1.0427 2022/11/28 22:15:53 - mmengine - INFO - Epoch(train) [111][1100/5005] lr: 1.6301e-03 eta: 0:54:09 time: 0.0699 data_time: 0.0031 memory: 1152 loss: 1.1518 2022/11/28 22:16:00 - mmengine - INFO - Epoch(train) [111][1200/5005] lr: 1.6235e-03 eta: 0:54:02 time: 0.0695 data_time: 0.0023 memory: 1152 loss: 1.1188 2022/11/28 22:16:07 - mmengine - INFO - Epoch(train) [111][1300/5005] lr: 1.6169e-03 eta: 0:53:56 time: 0.0682 data_time: 0.0024 memory: 1152 loss: 1.2787 2022/11/28 22:16:14 - mmengine - INFO - Epoch(train) [111][1400/5005] lr: 1.6103e-03 eta: 0:53:49 time: 0.0681 data_time: 0.0024 memory: 1152 loss: 1.1439 2022/11/28 22:16:18 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:16:21 - mmengine - INFO - Epoch(train) [111][1500/5005] lr: 1.6037e-03 eta: 0:53:42 time: 0.0684 data_time: 0.0031 memory: 1152 loss: 1.3407 2022/11/28 22:16:28 - mmengine - INFO - Epoch(train) [111][1600/5005] lr: 1.5972e-03 eta: 0:53:36 time: 0.0684 data_time: 0.0025 memory: 1152 loss: 0.8927 2022/11/28 22:16:35 - mmengine - INFO - Epoch(train) [111][1700/5005] lr: 1.5906e-03 eta: 0:53:29 time: 0.0681 data_time: 0.0024 memory: 1152 loss: 1.2344 2022/11/28 22:16:42 - mmengine - INFO - Epoch(train) [111][1800/5005] lr: 1.5841e-03 eta: 0:53:23 time: 0.0693 data_time: 0.0023 memory: 1152 loss: 1.0832 2022/11/28 22:16:50 - mmengine - INFO - Epoch(train) [111][1900/5005] lr: 1.5775e-03 eta: 0:53:16 time: 0.0688 data_time: 0.0026 memory: 1152 loss: 0.9757 2022/11/28 22:16:57 - mmengine - INFO - Epoch(train) [111][2000/5005] lr: 1.5710e-03 eta: 0:53:09 time: 0.0685 data_time: 0.0023 memory: 1152 loss: 1.0447 2022/11/28 22:17:04 - mmengine - INFO - Epoch(train) [111][2100/5005] lr: 1.5645e-03 eta: 0:53:03 time: 0.0683 data_time: 0.0031 memory: 1152 loss: 1.2442 2022/11/28 22:17:11 - mmengine - INFO - Epoch(train) [111][2200/5005] lr: 1.5581e-03 eta: 0:52:56 time: 0.0688 data_time: 0.0025 memory: 1152 loss: 1.2237 2022/11/28 22:17:18 - mmengine - INFO - Epoch(train) [111][2300/5005] lr: 1.5516e-03 eta: 0:52:50 time: 0.0690 data_time: 0.0023 memory: 1152 loss: 1.1968 2022/11/28 22:17:25 - mmengine - INFO - Epoch(train) [111][2400/5005] lr: 1.5451e-03 eta: 0:52:43 time: 0.0687 data_time: 0.0032 memory: 1152 loss: 1.1165 2022/11/28 22:17:29 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:17:32 - mmengine - INFO - Epoch(train) [111][2500/5005] lr: 1.5387e-03 eta: 0:52:36 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.0146 2022/11/28 22:17:39 - mmengine - INFO - Epoch(train) [111][2600/5005] lr: 1.5322e-03 eta: 0:52:30 time: 0.0705 data_time: 0.0032 memory: 1152 loss: 1.0434 2022/11/28 22:17:46 - mmengine - INFO - Epoch(train) [111][2700/5005] lr: 1.5258e-03 eta: 0:52:23 time: 0.0679 data_time: 0.0024 memory: 1152 loss: 1.3476 2022/11/28 22:17:53 - mmengine - INFO - Epoch(train) [111][2800/5005] lr: 1.5194e-03 eta: 0:52:16 time: 0.0689 data_time: 0.0024 memory: 1152 loss: 1.3240 2022/11/28 22:18:01 - mmengine - INFO - Epoch(train) [111][2900/5005] lr: 1.5130e-03 eta: 0:52:10 time: 0.0680 data_time: 0.0024 memory: 1152 loss: 1.0985 2022/11/28 22:18:08 - mmengine - INFO - Epoch(train) [111][3000/5005] lr: 1.5067e-03 eta: 0:52:03 time: 0.0683 data_time: 0.0024 memory: 1152 loss: 1.2751 2022/11/28 22:18:15 - mmengine - INFO - Epoch(train) [111][3100/5005] lr: 1.5003e-03 eta: 0:51:57 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.2395 2022/11/28 22:18:22 - mmengine - INFO - Epoch(train) [111][3200/5005] lr: 1.4939e-03 eta: 0:51:50 time: 0.0685 data_time: 0.0024 memory: 1152 loss: 1.1383 2022/11/28 22:18:29 - mmengine - INFO - Epoch(train) [111][3300/5005] lr: 1.4876e-03 eta: 0:51:43 time: 0.0688 data_time: 0.0032 memory: 1152 loss: 1.2445 2022/11/28 22:18:36 - mmengine - INFO - Epoch(train) [111][3400/5005] lr: 1.4813e-03 eta: 0:51:37 time: 0.0698 data_time: 0.0028 memory: 1152 loss: 1.1968 2022/11/28 22:18:40 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:18:43 - mmengine - INFO - Epoch(train) [111][3500/5005] lr: 1.4750e-03 eta: 0:51:30 time: 0.0682 data_time: 0.0027 memory: 1152 loss: 1.2660 2022/11/28 22:18:50 - mmengine - INFO - Epoch(train) [111][3600/5005] lr: 1.4687e-03 eta: 0:51:24 time: 0.0690 data_time: 0.0026 memory: 1152 loss: 1.4181 2022/11/28 22:18:57 - mmengine - INFO - Epoch(train) [111][3700/5005] lr: 1.4624e-03 eta: 0:51:17 time: 0.0687 data_time: 0.0029 memory: 1152 loss: 1.1943 2022/11/28 22:19:04 - mmengine - INFO - Epoch(train) [111][3800/5005] lr: 1.4561e-03 eta: 0:51:10 time: 0.0682 data_time: 0.0025 memory: 1152 loss: 1.1867 2022/11/28 22:19:11 - mmengine - INFO - Epoch(train) [111][3900/5005] lr: 1.4498e-03 eta: 0:51:04 time: 0.0681 data_time: 0.0024 memory: 1152 loss: 1.2034 2022/11/28 22:19:18 - mmengine - INFO - Epoch(train) [111][4000/5005] lr: 1.4436e-03 eta: 0:50:57 time: 0.0692 data_time: 0.0024 memory: 1152 loss: 1.1847 2022/11/28 22:19:25 - mmengine - INFO - Epoch(train) [111][4100/5005] lr: 1.4374e-03 eta: 0:50:50 time: 0.0688 data_time: 0.0024 memory: 1152 loss: 1.2057 2022/11/28 22:19:33 - mmengine - INFO - Epoch(train) [111][4200/5005] lr: 1.4311e-03 eta: 0:50:44 time: 0.0830 data_time: 0.0032 memory: 1152 loss: 1.1907 2022/11/28 22:19:40 - mmengine - INFO - Epoch(train) [111][4300/5005] lr: 1.4249e-03 eta: 0:50:37 time: 0.0679 data_time: 0.0027 memory: 1152 loss: 1.1869 2022/11/28 22:19:47 - mmengine - INFO - Epoch(train) [111][4400/5005] lr: 1.4187e-03 eta: 0:50:31 time: 0.0685 data_time: 0.0024 memory: 1152 loss: 1.2427 2022/11/28 22:19:50 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:19:54 - mmengine - INFO - Epoch(train) [111][4500/5005] lr: 1.4126e-03 eta: 0:50:24 time: 0.0684 data_time: 0.0024 memory: 1152 loss: 1.2171 2022/11/28 22:20:01 - mmengine - INFO - Epoch(train) [111][4600/5005] lr: 1.4064e-03 eta: 0:50:17 time: 0.0696 data_time: 0.0025 memory: 1152 loss: 1.1420 2022/11/28 22:20:08 - mmengine - INFO - Epoch(train) [111][4700/5005] lr: 1.4002e-03 eta: 0:50:11 time: 0.0775 data_time: 0.0031 memory: 1152 loss: 1.2837 2022/11/28 22:20:15 - mmengine - INFO - Epoch(train) [111][4800/5005] lr: 1.3941e-03 eta: 0:50:04 time: 0.0684 data_time: 0.0024 memory: 1152 loss: 0.9981 2022/11/28 22:20:22 - mmengine - INFO - Epoch(train) [111][4900/5005] lr: 1.3880e-03 eta: 0:49:58 time: 0.0701 data_time: 0.0029 memory: 1152 loss: 1.2227 2022/11/28 22:20:29 - mmengine - INFO - Epoch(train) [111][5000/5005] lr: 1.3819e-03 eta: 0:49:51 time: 0.0696 data_time: 0.0035 memory: 1152 loss: 1.1471 2022/11/28 22:20:29 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:20:29 - mmengine - INFO - Saving checkpoint at 111 epochs 2022/11/28 22:20:34 - mmengine - INFO - Epoch(val) [111][100/196] eta: 0:00:03 time: 0.0354 data_time: 0.0252 memory: 1152 2022/11/28 22:20:48 - mmengine - INFO - Epoch(val) [111][196/196] accuracy/top1: 73.5820 accuracy/top5: 91.4140 2022/11/28 22:20:55 - mmengine - INFO - Epoch(train) [112][ 100/5005] lr: 1.3755e-03 eta: 0:49:44 time: 0.0690 data_time: 0.0027 memory: 1152 loss: 1.3874 2022/11/28 22:21:02 - mmengine - INFO - Epoch(train) [112][ 200/5005] lr: 1.3694e-03 eta: 0:49:37 time: 0.0688 data_time: 0.0022 memory: 1152 loss: 1.2147 2022/11/28 22:21:10 - mmengine - INFO - Epoch(train) [112][ 300/5005] lr: 1.3633e-03 eta: 0:49:31 time: 0.0683 data_time: 0.0028 memory: 1152 loss: 1.2393 2022/11/28 22:21:17 - mmengine - INFO - Epoch(train) [112][ 400/5005] lr: 1.3572e-03 eta: 0:49:24 time: 0.0682 data_time: 0.0024 memory: 1152 loss: 1.1272 2022/11/28 22:21:20 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:21:24 - mmengine - INFO - Epoch(train) [112][ 500/5005] lr: 1.3512e-03 eta: 0:49:18 time: 0.0684 data_time: 0.0024 memory: 1152 loss: 1.2805 2022/11/28 22:21:31 - mmengine - INFO - Epoch(train) [112][ 600/5005] lr: 1.3452e-03 eta: 0:49:11 time: 0.0679 data_time: 0.0030 memory: 1152 loss: 1.1181 2022/11/28 22:21:38 - mmengine - INFO - Epoch(train) [112][ 700/5005] lr: 1.3392e-03 eta: 0:49:04 time: 0.0692 data_time: 0.0024 memory: 1152 loss: 1.2377 2022/11/28 22:21:45 - mmengine - INFO - Epoch(train) [112][ 800/5005] lr: 1.3331e-03 eta: 0:48:58 time: 0.0683 data_time: 0.0024 memory: 1152 loss: 1.2821 2022/11/28 22:21:52 - mmengine - INFO - Epoch(train) [112][ 900/5005] lr: 1.3272e-03 eta: 0:48:51 time: 0.0685 data_time: 0.0023 memory: 1152 loss: 0.9127 2022/11/28 22:21:59 - mmengine - INFO - Epoch(train) [112][1000/5005] lr: 1.3212e-03 eta: 0:48:44 time: 0.0674 data_time: 0.0023 memory: 1152 loss: 1.1611 2022/11/28 22:22:06 - mmengine - INFO - Epoch(train) [112][1100/5005] lr: 1.3152e-03 eta: 0:48:38 time: 0.0681 data_time: 0.0032 memory: 1152 loss: 1.1689 2022/11/28 22:22:13 - mmengine - INFO - Epoch(train) [112][1200/5005] lr: 1.3093e-03 eta: 0:48:31 time: 0.0692 data_time: 0.0023 memory: 1152 loss: 0.9991 2022/11/28 22:22:20 - mmengine - INFO - Epoch(train) [112][1300/5005] lr: 1.3033e-03 eta: 0:48:25 time: 0.0691 data_time: 0.0023 memory: 1152 loss: 1.2047 2022/11/28 22:22:27 - mmengine - INFO - Epoch(train) [112][1400/5005] lr: 1.2974e-03 eta: 0:48:18 time: 0.0682 data_time: 0.0023 memory: 1152 loss: 1.0490 2022/11/28 22:22:30 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:22:34 - mmengine - INFO - Epoch(train) [112][1500/5005] lr: 1.2915e-03 eta: 0:48:11 time: 0.0690 data_time: 0.0027 memory: 1152 loss: 1.1071 2022/11/28 22:22:42 - mmengine - INFO - Epoch(train) [112][1600/5005] lr: 1.2856e-03 eta: 0:48:05 time: 0.0677 data_time: 0.0023 memory: 1152 loss: 1.3358 2022/11/28 22:22:49 - mmengine - INFO - Epoch(train) [112][1700/5005] lr: 1.2797e-03 eta: 0:47:58 time: 0.0689 data_time: 0.0025 memory: 1152 loss: 1.2245 2022/11/28 22:22:56 - mmengine - INFO - Epoch(train) [112][1800/5005] lr: 1.2738e-03 eta: 0:47:51 time: 0.0696 data_time: 0.0025 memory: 1152 loss: 1.2691 2022/11/28 22:23:03 - mmengine - INFO - Epoch(train) [112][1900/5005] lr: 1.2680e-03 eta: 0:47:45 time: 0.0694 data_time: 0.0024 memory: 1152 loss: 1.2348 2022/11/28 22:23:10 - mmengine - INFO - Epoch(train) [112][2000/5005] lr: 1.2621e-03 eta: 0:47:38 time: 0.0675 data_time: 0.0024 memory: 1152 loss: 1.2804 2022/11/28 22:23:17 - mmengine - INFO - Epoch(train) [112][2100/5005] lr: 1.2563e-03 eta: 0:47:32 time: 0.0676 data_time: 0.0025 memory: 1152 loss: 1.0997 2022/11/28 22:23:24 - mmengine - INFO - Epoch(train) [112][2200/5005] lr: 1.2505e-03 eta: 0:47:25 time: 0.0683 data_time: 0.0024 memory: 1152 loss: 1.1113 2022/11/28 22:23:31 - mmengine - INFO - Epoch(train) [112][2300/5005] lr: 1.2447e-03 eta: 0:47:18 time: 0.0686 data_time: 0.0023 memory: 1152 loss: 1.2951 2022/11/28 22:23:38 - mmengine - INFO - Epoch(train) [112][2400/5005] lr: 1.2389e-03 eta: 0:47:12 time: 0.0689 data_time: 0.0024 memory: 1152 loss: 1.2249 2022/11/28 22:23:41 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:23:45 - mmengine - INFO - Epoch(train) [112][2500/5005] lr: 1.2331e-03 eta: 0:47:05 time: 0.0691 data_time: 0.0024 memory: 1152 loss: 1.2163 2022/11/28 22:23:52 - mmengine - INFO - Epoch(train) [112][2600/5005] lr: 1.2273e-03 eta: 0:46:58 time: 0.0686 data_time: 0.0023 memory: 1152 loss: 1.1013 2022/11/28 22:23:59 - mmengine - INFO - Epoch(train) [112][2700/5005] lr: 1.2216e-03 eta: 0:46:52 time: 0.0687 data_time: 0.0023 memory: 1152 loss: 1.1069 2022/11/28 22:24:06 - mmengine - INFO - Epoch(train) [112][2800/5005] lr: 1.2158e-03 eta: 0:46:45 time: 0.0697 data_time: 0.0027 memory: 1152 loss: 1.1648 2022/11/28 22:24:13 - mmengine - INFO - Epoch(train) [112][2900/5005] lr: 1.2101e-03 eta: 0:46:39 time: 0.0685 data_time: 0.0030 memory: 1152 loss: 1.2031 2022/11/28 22:24:21 - mmengine - INFO - Epoch(train) [112][3000/5005] lr: 1.2044e-03 eta: 0:46:32 time: 0.0760 data_time: 0.0023 memory: 1152 loss: 1.3593 2022/11/28 22:24:28 - mmengine - INFO - Epoch(train) [112][3100/5005] lr: 1.1987e-03 eta: 0:46:25 time: 0.0690 data_time: 0.0023 memory: 1152 loss: 1.2189 2022/11/28 22:24:35 - mmengine - INFO - Epoch(train) [112][3200/5005] lr: 1.1930e-03 eta: 0:46:19 time: 0.0682 data_time: 0.0024 memory: 1152 loss: 1.0692 2022/11/28 22:24:42 - mmengine - INFO - Epoch(train) [112][3300/5005] lr: 1.1873e-03 eta: 0:46:12 time: 0.0750 data_time: 0.0024 memory: 1152 loss: 1.2923 2022/11/28 22:24:49 - mmengine - INFO - Epoch(train) [112][3400/5005] lr: 1.1817e-03 eta: 0:46:06 time: 0.0681 data_time: 0.0023 memory: 1152 loss: 1.3290 2022/11/28 22:24:52 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:24:56 - mmengine - INFO - Epoch(train) [112][3500/5005] lr: 1.1760e-03 eta: 0:45:59 time: 0.0694 data_time: 0.0023 memory: 1152 loss: 1.1971 2022/11/28 22:25:03 - mmengine - INFO - Epoch(train) [112][3600/5005] lr: 1.1704e-03 eta: 0:45:52 time: 0.0682 data_time: 0.0029 memory: 1152 loss: 1.2670 2022/11/28 22:25:10 - mmengine - INFO - Epoch(train) [112][3700/5005] lr: 1.1648e-03 eta: 0:45:46 time: 0.0679 data_time: 0.0023 memory: 1152 loss: 1.1611 2022/11/28 22:25:17 - mmengine - INFO - Epoch(train) [112][3800/5005] lr: 1.1592e-03 eta: 0:45:39 time: 0.0700 data_time: 0.0024 memory: 1152 loss: 1.3530 2022/11/28 22:25:24 - mmengine - INFO - Epoch(train) [112][3900/5005] lr: 1.1536e-03 eta: 0:45:32 time: 0.0695 data_time: 0.0029 memory: 1152 loss: 1.1003 2022/11/28 22:25:32 - mmengine - INFO - Epoch(train) [112][4000/5005] lr: 1.1480e-03 eta: 0:45:26 time: 0.0676 data_time: 0.0029 memory: 1152 loss: 1.1605 2022/11/28 22:25:39 - mmengine - INFO - Epoch(train) [112][4100/5005] lr: 1.1424e-03 eta: 0:45:19 time: 0.0683 data_time: 0.0023 memory: 1152 loss: 1.1530 2022/11/28 22:25:46 - mmengine - INFO - Epoch(train) [112][4200/5005] lr: 1.1369e-03 eta: 0:45:13 time: 0.0678 data_time: 0.0024 memory: 1152 loss: 1.1472 2022/11/28 22:25:53 - mmengine - INFO - Epoch(train) [112][4300/5005] lr: 1.1313e-03 eta: 0:45:06 time: 0.0697 data_time: 0.0026 memory: 1152 loss: 1.1973 2022/11/28 22:26:00 - mmengine - INFO - Epoch(train) [112][4400/5005] lr: 1.1258e-03 eta: 0:44:59 time: 0.0674 data_time: 0.0028 memory: 1152 loss: 0.9740 2022/11/28 22:26:03 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:26:07 - mmengine - INFO - Epoch(train) [112][4500/5005] lr: 1.1203e-03 eta: 0:44:53 time: 0.0678 data_time: 0.0026 memory: 1152 loss: 1.2655 2022/11/28 22:26:14 - mmengine - INFO - Epoch(train) [112][4600/5005] lr: 1.1148e-03 eta: 0:44:46 time: 0.0678 data_time: 0.0024 memory: 1152 loss: 0.9797 2022/11/28 22:26:21 - mmengine - INFO - Epoch(train) [112][4700/5005] lr: 1.1093e-03 eta: 0:44:39 time: 0.0681 data_time: 0.0025 memory: 1152 loss: 1.2947 2022/11/28 22:26:28 - mmengine - INFO - Epoch(train) [112][4800/5005] lr: 1.1038e-03 eta: 0:44:33 time: 0.0683 data_time: 0.0029 memory: 1152 loss: 1.2791 2022/11/28 22:26:35 - mmengine - INFO - Epoch(train) [112][4900/5005] lr: 1.0984e-03 eta: 0:44:26 time: 0.0681 data_time: 0.0029 memory: 1152 loss: 1.1508 2022/11/28 22:26:43 - mmengine - INFO - Epoch(train) [112][5000/5005] lr: 1.0929e-03 eta: 0:44:20 time: 0.0768 data_time: 0.0033 memory: 1152 loss: 1.1101 2022/11/28 22:26:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:26:43 - mmengine - INFO - Saving checkpoint at 112 epochs 2022/11/28 22:26:48 - mmengine - INFO - Epoch(val) [112][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0156 memory: 1152 2022/11/28 22:27:01 - mmengine - INFO - Epoch(val) [112][196/196] accuracy/top1: 73.7760 accuracy/top5: 91.4640 2022/11/28 22:27:08 - mmengine - INFO - Epoch(train) [113][ 100/5005] lr: 1.0872e-03 eta: 0:44:13 time: 0.0690 data_time: 0.0024 memory: 1152 loss: 1.2173 2022/11/28 22:27:15 - mmengine - INFO - Epoch(train) [113][ 200/5005] lr: 1.0818e-03 eta: 0:44:06 time: 0.0692 data_time: 0.0030 memory: 1152 loss: 1.1397 2022/11/28 22:27:22 - mmengine - INFO - Epoch(train) [113][ 300/5005] lr: 1.0764e-03 eta: 0:43:59 time: 0.0695 data_time: 0.0023 memory: 1152 loss: 1.1269 2022/11/28 22:27:29 - mmengine - INFO - Epoch(train) [113][ 400/5005] lr: 1.0710e-03 eta: 0:43:53 time: 0.0679 data_time: 0.0024 memory: 1152 loss: 1.1311 2022/11/28 22:27:32 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:27:36 - mmengine - INFO - Epoch(train) [113][ 500/5005] lr: 1.0657e-03 eta: 0:43:46 time: 0.0671 data_time: 0.0024 memory: 1152 loss: 1.0881 2022/11/28 22:27:43 - mmengine - INFO - Epoch(train) [113][ 600/5005] lr: 1.0603e-03 eta: 0:43:40 time: 0.0683 data_time: 0.0023 memory: 1152 loss: 1.2574 2022/11/28 22:27:50 - mmengine - INFO - Epoch(train) [113][ 700/5005] lr: 1.0549e-03 eta: 0:43:33 time: 0.0691 data_time: 0.0023 memory: 1152 loss: 1.0122 2022/11/28 22:27:57 - mmengine - INFO - Epoch(train) [113][ 800/5005] lr: 1.0496e-03 eta: 0:43:26 time: 0.0698 data_time: 0.0023 memory: 1152 loss: 1.1228 2022/11/28 22:28:04 - mmengine - INFO - Epoch(train) [113][ 900/5005] lr: 1.0443e-03 eta: 0:43:20 time: 0.0689 data_time: 0.0023 memory: 1152 loss: 1.1870 2022/11/28 22:28:11 - mmengine - INFO - Epoch(train) [113][1000/5005] lr: 1.0390e-03 eta: 0:43:13 time: 0.0684 data_time: 0.0031 memory: 1152 loss: 1.3259 2022/11/28 22:28:19 - mmengine - INFO - Epoch(train) [113][1100/5005] lr: 1.0337e-03 eta: 0:43:06 time: 0.0691 data_time: 0.0025 memory: 1152 loss: 1.2198 2022/11/28 22:28:26 - mmengine - INFO - Epoch(train) [113][1200/5005] lr: 1.0284e-03 eta: 0:43:00 time: 0.0680 data_time: 0.0023 memory: 1152 loss: 0.9540 2022/11/28 22:28:33 - mmengine - INFO - Epoch(train) [113][1300/5005] lr: 1.0231e-03 eta: 0:42:53 time: 0.0690 data_time: 0.0024 memory: 1152 loss: 0.9875 2022/11/28 22:28:40 - mmengine - INFO - Epoch(train) [113][1400/5005] lr: 1.0179e-03 eta: 0:42:47 time: 0.0682 data_time: 0.0024 memory: 1152 loss: 1.0888 2022/11/28 22:28:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:28:47 - mmengine - INFO - Epoch(train) [113][1500/5005] lr: 1.0126e-03 eta: 0:42:40 time: 0.0685 data_time: 0.0023 memory: 1152 loss: 1.1654 2022/11/28 22:28:54 - mmengine - INFO - Epoch(train) [113][1600/5005] lr: 1.0074e-03 eta: 0:42:33 time: 0.0679 data_time: 0.0026 memory: 1152 loss: 1.1722 2022/11/28 22:29:01 - mmengine - INFO - Epoch(train) [113][1700/5005] lr: 1.0022e-03 eta: 0:42:27 time: 0.0692 data_time: 0.0023 memory: 1152 loss: 1.2971 2022/11/28 22:29:08 - mmengine - INFO - Epoch(train) [113][1800/5005] lr: 9.9696e-04 eta: 0:42:20 time: 0.0694 data_time: 0.0023 memory: 1152 loss: 0.9057 2022/11/28 22:29:15 - mmengine - INFO - Epoch(train) [113][1900/5005] lr: 9.9177e-04 eta: 0:42:13 time: 0.0757 data_time: 0.0030 memory: 1152 loss: 1.0947 2022/11/28 22:29:23 - mmengine - INFO - Epoch(train) [113][2000/5005] lr: 9.8660e-04 eta: 0:42:07 time: 0.0680 data_time: 0.0033 memory: 1152 loss: 1.2544 2022/11/28 22:29:30 - mmengine - INFO - Epoch(train) [113][2100/5005] lr: 9.8143e-04 eta: 0:42:00 time: 0.0686 data_time: 0.0024 memory: 1152 loss: 1.2916 2022/11/28 22:29:37 - mmengine - INFO - Epoch(train) [113][2200/5005] lr: 9.7628e-04 eta: 0:41:54 time: 0.0683 data_time: 0.0028 memory: 1152 loss: 1.1660 2022/11/28 22:29:44 - mmengine - INFO - Epoch(train) [113][2300/5005] lr: 9.7115e-04 eta: 0:41:47 time: 0.0682 data_time: 0.0031 memory: 1152 loss: 1.2261 2022/11/28 22:29:51 - mmengine - INFO - Epoch(train) [113][2400/5005] lr: 9.6602e-04 eta: 0:41:40 time: 0.0682 data_time: 0.0025 memory: 1152 loss: 1.1133 2022/11/28 22:29:54 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:29:58 - mmengine - INFO - Epoch(train) [113][2500/5005] lr: 9.6091e-04 eta: 0:41:34 time: 0.0683 data_time: 0.0030 memory: 1152 loss: 1.1165 2022/11/28 22:30:05 - mmengine - INFO - Epoch(train) [113][2600/5005] lr: 9.5582e-04 eta: 0:41:27 time: 0.0691 data_time: 0.0031 memory: 1152 loss: 1.1461 2022/11/28 22:30:12 - mmengine - INFO - Epoch(train) [113][2700/5005] lr: 9.5074e-04 eta: 0:41:20 time: 0.0686 data_time: 0.0023 memory: 1152 loss: 1.2755 2022/11/28 22:30:19 - mmengine - INFO - Epoch(train) [113][2800/5005] lr: 9.4567e-04 eta: 0:41:14 time: 0.0695 data_time: 0.0030 memory: 1152 loss: 1.0955 2022/11/28 22:30:26 - mmengine - INFO - Epoch(train) [113][2900/5005] lr: 9.4061e-04 eta: 0:41:07 time: 0.0698 data_time: 0.0024 memory: 1152 loss: 1.2112 2022/11/28 22:30:33 - mmengine - INFO - Epoch(train) [113][3000/5005] lr: 9.3557e-04 eta: 0:41:00 time: 0.0683 data_time: 0.0024 memory: 1152 loss: 1.2179 2022/11/28 22:30:40 - mmengine - INFO - Epoch(train) [113][3100/5005] lr: 9.3054e-04 eta: 0:40:54 time: 0.0681 data_time: 0.0024 memory: 1152 loss: 1.1936 2022/11/28 22:30:48 - mmengine - INFO - Epoch(train) [113][3200/5005] lr: 9.2552e-04 eta: 0:40:47 time: 0.0685 data_time: 0.0023 memory: 1152 loss: 1.1304 2022/11/28 22:30:55 - mmengine - INFO - Epoch(train) [113][3300/5005] lr: 9.2052e-04 eta: 0:40:41 time: 0.0723 data_time: 0.0024 memory: 1152 loss: 1.3104 2022/11/28 22:31:02 - mmengine - INFO - Epoch(train) [113][3400/5005] lr: 9.1553e-04 eta: 0:40:34 time: 0.0687 data_time: 0.0024 memory: 1152 loss: 1.0088 2022/11/28 22:31:04 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:31:09 - mmengine - INFO - Epoch(train) [113][3500/5005] lr: 9.1056e-04 eta: 0:40:27 time: 0.0679 data_time: 0.0024 memory: 1152 loss: 1.1099 2022/11/28 22:31:16 - mmengine - INFO - Epoch(train) [113][3600/5005] lr: 9.0560e-04 eta: 0:40:21 time: 0.0695 data_time: 0.0032 memory: 1152 loss: 1.1113 2022/11/28 22:31:23 - mmengine - INFO - Epoch(train) [113][3700/5005] lr: 9.0065e-04 eta: 0:40:14 time: 0.0688 data_time: 0.0025 memory: 1152 loss: 1.1039 2022/11/28 22:31:30 - mmengine - INFO - Epoch(train) [113][3800/5005] lr: 8.9571e-04 eta: 0:40:07 time: 0.0682 data_time: 0.0024 memory: 1152 loss: 1.0103 2022/11/28 22:31:37 - mmengine - INFO - Epoch(train) [113][3900/5005] lr: 8.9079e-04 eta: 0:40:01 time: 0.0688 data_time: 0.0024 memory: 1152 loss: 1.1406 2022/11/28 22:31:44 - mmengine - INFO - Epoch(train) [113][4000/5005] lr: 8.8588e-04 eta: 0:39:54 time: 0.0693 data_time: 0.0023 memory: 1152 loss: 1.1314 2022/11/28 22:31:51 - mmengine - INFO - Epoch(train) [113][4100/5005] lr: 8.8099e-04 eta: 0:39:48 time: 0.0685 data_time: 0.0023 memory: 1152 loss: 1.1593 2022/11/28 22:31:58 - mmengine - INFO - Epoch(train) [113][4200/5005] lr: 8.7611e-04 eta: 0:39:41 time: 0.0700 data_time: 0.0026 memory: 1152 loss: 1.4868 2022/11/28 22:32:05 - mmengine - INFO - Epoch(train) [113][4300/5005] lr: 8.7124e-04 eta: 0:39:34 time: 0.0681 data_time: 0.0025 memory: 1152 loss: 1.0037 2022/11/28 22:32:12 - mmengine - INFO - Epoch(train) [113][4400/5005] lr: 8.6638e-04 eta: 0:39:28 time: 0.0689 data_time: 0.0023 memory: 1152 loss: 0.8971 2022/11/28 22:32:15 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:32:20 - mmengine - INFO - Epoch(train) [113][4500/5005] lr: 8.6154e-04 eta: 0:39:21 time: 0.0683 data_time: 0.0024 memory: 1152 loss: 1.1037 2022/11/28 22:32:27 - mmengine - INFO - Epoch(train) [113][4600/5005] lr: 8.5672e-04 eta: 0:39:14 time: 0.0711 data_time: 0.0025 memory: 1152 loss: 1.2260 2022/11/28 22:32:34 - mmengine - INFO - Epoch(train) [113][4700/5005] lr: 8.5190e-04 eta: 0:39:08 time: 0.0689 data_time: 0.0033 memory: 1152 loss: 1.1675 2022/11/28 22:32:41 - mmengine - INFO - Epoch(train) [113][4800/5005] lr: 8.4710e-04 eta: 0:39:01 time: 0.0689 data_time: 0.0023 memory: 1152 loss: 1.2170 2022/11/28 22:32:48 - mmengine - INFO - Epoch(train) [113][4900/5005] lr: 8.4231e-04 eta: 0:38:55 time: 0.0697 data_time: 0.0029 memory: 1152 loss: 1.1273 2022/11/28 22:32:55 - mmengine - INFO - Epoch(train) [113][5000/5005] lr: 8.3754e-04 eta: 0:38:48 time: 0.0692 data_time: 0.0033 memory: 1152 loss: 1.2472 2022/11/28 22:32:56 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:32:56 - mmengine - INFO - Saving checkpoint at 113 epochs 2022/11/28 22:33:01 - mmengine - INFO - Epoch(val) [113][100/196] eta: 0:00:03 time: 0.0373 data_time: 0.0267 memory: 1152 2022/11/28 22:33:14 - mmengine - INFO - Epoch(val) [113][196/196] accuracy/top1: 73.8800 accuracy/top5: 91.5560 2022/11/28 22:33:21 - mmengine - INFO - Epoch(train) [114][ 100/5005] lr: 8.3254e-04 eta: 0:38:41 time: 0.0692 data_time: 0.0024 memory: 1152 loss: 0.9268 2022/11/28 22:33:29 - mmengine - INFO - Epoch(train) [114][ 200/5005] lr: 8.2780e-04 eta: 0:38:34 time: 0.0691 data_time: 0.0028 memory: 1152 loss: 1.1947 2022/11/28 22:33:36 - mmengine - INFO - Epoch(train) [114][ 300/5005] lr: 8.2306e-04 eta: 0:38:28 time: 0.0690 data_time: 0.0025 memory: 1152 loss: 1.2522 2022/11/28 22:33:43 - mmengine - INFO - Epoch(train) [114][ 400/5005] lr: 8.1834e-04 eta: 0:38:21 time: 0.0687 data_time: 0.0024 memory: 1152 loss: 1.2517 2022/11/28 22:33:45 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:33:50 - mmengine - INFO - Epoch(train) [114][ 500/5005] lr: 8.1364e-04 eta: 0:38:15 time: 0.0686 data_time: 0.0027 memory: 1152 loss: 1.3345 2022/11/28 22:33:57 - mmengine - INFO - Epoch(train) [114][ 600/5005] lr: 8.0895e-04 eta: 0:38:08 time: 0.0678 data_time: 0.0023 memory: 1152 loss: 1.1701 2022/11/28 22:34:04 - mmengine - INFO - Epoch(train) [114][ 700/5005] lr: 8.0427e-04 eta: 0:38:01 time: 0.0674 data_time: 0.0025 memory: 1152 loss: 1.0477 2022/11/28 22:34:11 - mmengine - INFO - Epoch(train) [114][ 800/5005] lr: 7.9960e-04 eta: 0:37:55 time: 0.0674 data_time: 0.0025 memory: 1152 loss: 1.0011 2022/11/28 22:34:18 - mmengine - INFO - Epoch(train) [114][ 900/5005] lr: 7.9495e-04 eta: 0:37:48 time: 0.0701 data_time: 0.0027 memory: 1152 loss: 1.3830 2022/11/28 22:34:25 - mmengine - INFO - Epoch(train) [114][1000/5005] lr: 7.9031e-04 eta: 0:37:41 time: 0.0683 data_time: 0.0025 memory: 1152 loss: 1.1471 2022/11/28 22:34:32 - mmengine - INFO - Epoch(train) [114][1100/5005] lr: 7.8569e-04 eta: 0:37:35 time: 0.0688 data_time: 0.0033 memory: 1152 loss: 1.0989 2022/11/28 22:34:39 - mmengine - INFO - Epoch(train) [114][1200/5005] lr: 7.8108e-04 eta: 0:37:28 time: 0.0687 data_time: 0.0028 memory: 1152 loss: 1.0358 2022/11/28 22:34:46 - mmengine - INFO - Epoch(train) [114][1300/5005] lr: 7.7648e-04 eta: 0:37:21 time: 0.0786 data_time: 0.0025 memory: 1152 loss: 1.1526 2022/11/28 22:34:53 - mmengine - INFO - Epoch(train) [114][1400/5005] lr: 7.7189e-04 eta: 0:37:15 time: 0.0687 data_time: 0.0024 memory: 1152 loss: 1.1483 2022/11/28 22:34:56 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:35:01 - mmengine - INFO - Epoch(train) [114][1500/5005] lr: 7.6732e-04 eta: 0:37:08 time: 0.0678 data_time: 0.0024 memory: 1152 loss: 1.1827 2022/11/28 22:35:08 - mmengine - INFO - Epoch(train) [114][1600/5005] lr: 7.6276e-04 eta: 0:37:02 time: 0.0762 data_time: 0.0026 memory: 1152 loss: 1.1048 2022/11/28 22:35:15 - mmengine - INFO - Epoch(train) [114][1700/5005] lr: 7.5822e-04 eta: 0:36:55 time: 0.0691 data_time: 0.0025 memory: 1152 loss: 1.1831 2022/11/28 22:35:22 - mmengine - INFO - Epoch(train) [114][1800/5005] lr: 7.5369e-04 eta: 0:36:48 time: 0.0684 data_time: 0.0025 memory: 1152 loss: 1.1192 2022/11/28 22:35:29 - mmengine - INFO - Epoch(train) [114][1900/5005] lr: 7.4917e-04 eta: 0:36:42 time: 0.0680 data_time: 0.0024 memory: 1152 loss: 1.1431 2022/11/28 22:35:36 - mmengine - INFO - Epoch(train) [114][2000/5005] lr: 7.4467e-04 eta: 0:36:35 time: 0.0682 data_time: 0.0026 memory: 1152 loss: 1.1680 2022/11/28 22:35:43 - mmengine - INFO - Epoch(train) [114][2100/5005] lr: 7.4018e-04 eta: 0:36:28 time: 0.0680 data_time: 0.0026 memory: 1152 loss: 1.2539 2022/11/28 22:35:50 - mmengine - INFO - Epoch(train) [114][2200/5005] lr: 7.3570e-04 eta: 0:36:22 time: 0.0770 data_time: 0.0031 memory: 1152 loss: 1.1673 2022/11/28 22:35:57 - mmengine - INFO - Epoch(train) [114][2300/5005] lr: 7.3124e-04 eta: 0:36:15 time: 0.0683 data_time: 0.0024 memory: 1152 loss: 1.0581 2022/11/28 22:36:04 - mmengine - INFO - Epoch(train) [114][2400/5005] lr: 7.2679e-04 eta: 0:36:09 time: 0.0680 data_time: 0.0026 memory: 1152 loss: 1.0336 2022/11/28 22:36:07 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:36:12 - mmengine - INFO - Epoch(train) [114][2500/5005] lr: 7.2235e-04 eta: 0:36:02 time: 0.0786 data_time: 0.0023 memory: 1152 loss: 1.1046 2022/11/28 22:36:19 - mmengine - INFO - Epoch(train) [114][2600/5005] lr: 7.1793e-04 eta: 0:35:55 time: 0.0680 data_time: 0.0025 memory: 1152 loss: 1.1523 2022/11/28 22:36:26 - mmengine - INFO - Epoch(train) [114][2700/5005] lr: 7.1352e-04 eta: 0:35:49 time: 0.0686 data_time: 0.0027 memory: 1152 loss: 1.1486 2022/11/28 22:36:33 - mmengine - INFO - Epoch(train) [114][2800/5005] lr: 7.0912e-04 eta: 0:35:42 time: 0.0683 data_time: 0.0024 memory: 1152 loss: 1.1248 2022/11/28 22:36:40 - mmengine - INFO - Epoch(train) [114][2900/5005] lr: 7.0474e-04 eta: 0:35:35 time: 0.0679 data_time: 0.0027 memory: 1152 loss: 1.1398 2022/11/28 22:36:47 - mmengine - INFO - Epoch(train) [114][3000/5005] lr: 7.0037e-04 eta: 0:35:29 time: 0.0697 data_time: 0.0024 memory: 1152 loss: 1.0654 2022/11/28 22:36:54 - mmengine - INFO - Epoch(train) [114][3100/5005] lr: 6.9602e-04 eta: 0:35:22 time: 0.0674 data_time: 0.0024 memory: 1152 loss: 1.1588 2022/11/28 22:37:01 - mmengine - INFO - Epoch(train) [114][3200/5005] lr: 6.9168e-04 eta: 0:35:15 time: 0.0677 data_time: 0.0026 memory: 1152 loss: 0.9379 2022/11/28 22:37:08 - mmengine - INFO - Epoch(train) [114][3300/5005] lr: 6.8735e-04 eta: 0:35:09 time: 0.0702 data_time: 0.0031 memory: 1152 loss: 1.0352 2022/11/28 22:37:15 - mmengine - INFO - Epoch(train) [114][3400/5005] lr: 6.8303e-04 eta: 0:35:02 time: 0.0695 data_time: 0.0023 memory: 1152 loss: 1.1458 2022/11/28 22:37:18 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:37:22 - mmengine - INFO - Epoch(train) [114][3500/5005] lr: 6.7873e-04 eta: 0:34:56 time: 0.0701 data_time: 0.0025 memory: 1152 loss: 1.2355 2022/11/28 22:37:29 - mmengine - INFO - Epoch(train) [114][3600/5005] lr: 6.7444e-04 eta: 0:34:49 time: 0.0675 data_time: 0.0024 memory: 1152 loss: 1.0941 2022/11/28 22:37:37 - mmengine - INFO - Epoch(train) [114][3700/5005] lr: 6.7017e-04 eta: 0:34:42 time: 0.0699 data_time: 0.0034 memory: 1152 loss: 1.3482 2022/11/28 22:37:44 - mmengine - INFO - Epoch(train) [114][3800/5005] lr: 6.6591e-04 eta: 0:34:36 time: 0.0696 data_time: 0.0031 memory: 1152 loss: 1.0088 2022/11/28 22:37:51 - mmengine - INFO - Epoch(train) [114][3900/5005] lr: 6.6166e-04 eta: 0:34:29 time: 0.0683 data_time: 0.0026 memory: 1152 loss: 0.9591 2022/11/28 22:37:58 - mmengine - INFO - Epoch(train) [114][4000/5005] lr: 6.5743e-04 eta: 0:34:22 time: 0.0694 data_time: 0.0025 memory: 1152 loss: 1.2453 2022/11/28 22:38:05 - mmengine - INFO - Epoch(train) [114][4100/5005] lr: 6.5321e-04 eta: 0:34:16 time: 0.0709 data_time: 0.0025 memory: 1152 loss: 1.1271 2022/11/28 22:38:12 - mmengine - INFO - Epoch(train) [114][4200/5005] lr: 6.4900e-04 eta: 0:34:09 time: 0.0676 data_time: 0.0024 memory: 1152 loss: 1.0477 2022/11/28 22:38:19 - mmengine - INFO - Epoch(train) [114][4300/5005] lr: 6.4480e-04 eta: 0:34:03 time: 0.0684 data_time: 0.0025 memory: 1152 loss: 1.1155 2022/11/28 22:38:26 - mmengine - INFO - Epoch(train) [114][4400/5005] lr: 6.4062e-04 eta: 0:33:56 time: 0.0702 data_time: 0.0028 memory: 1152 loss: 1.1124 2022/11/28 22:38:29 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:38:34 - mmengine - INFO - Epoch(train) [114][4500/5005] lr: 6.3646e-04 eta: 0:33:49 time: 0.0692 data_time: 0.0024 memory: 1152 loss: 0.9845 2022/11/28 22:38:41 - mmengine - INFO - Epoch(train) [114][4600/5005] lr: 6.3231e-04 eta: 0:33:43 time: 0.0683 data_time: 0.0031 memory: 1152 loss: 1.3065 2022/11/28 22:38:48 - mmengine - INFO - Epoch(train) [114][4700/5005] lr: 6.2817e-04 eta: 0:33:36 time: 0.0693 data_time: 0.0028 memory: 1152 loss: 1.0472 2022/11/28 22:38:55 - mmengine - INFO - Epoch(train) [114][4800/5005] lr: 6.2404e-04 eta: 0:33:29 time: 0.0679 data_time: 0.0027 memory: 1152 loss: 1.1233 2022/11/28 22:39:02 - mmengine - INFO - Epoch(train) [114][4900/5005] lr: 6.1993e-04 eta: 0:33:23 time: 0.0689 data_time: 0.0032 memory: 1152 loss: 1.1613 2022/11/28 22:39:09 - mmengine - INFO - Epoch(train) [114][5000/5005] lr: 6.1583e-04 eta: 0:33:16 time: 0.0684 data_time: 0.0037 memory: 1152 loss: 1.1705 2022/11/28 22:39:10 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:39:10 - mmengine - INFO - Saving checkpoint at 114 epochs 2022/11/28 22:39:15 - mmengine - INFO - Epoch(val) [114][100/196] eta: 0:00:03 time: 0.0366 data_time: 0.0252 memory: 1152 2022/11/28 22:39:28 - mmengine - INFO - Epoch(val) [114][196/196] accuracy/top1: 73.9240 accuracy/top5: 91.6900 2022/11/28 22:39:35 - mmengine - INFO - Epoch(train) [115][ 100/5005] lr: 6.1154e-04 eta: 0:33:09 time: 0.0701 data_time: 0.0025 memory: 1152 loss: 1.1511 2022/11/28 22:39:42 - mmengine - INFO - Epoch(train) [115][ 200/5005] lr: 6.0747e-04 eta: 0:33:03 time: 0.0687 data_time: 0.0027 memory: 1152 loss: 1.0992 2022/11/28 22:39:49 - mmengine - INFO - Epoch(train) [115][ 300/5005] lr: 6.0341e-04 eta: 0:32:56 time: 0.0684 data_time: 0.0027 memory: 1152 loss: 1.2935 2022/11/28 22:39:56 - mmengine - INFO - Epoch(train) [115][ 400/5005] lr: 5.9937e-04 eta: 0:32:49 time: 0.0687 data_time: 0.0024 memory: 1152 loss: 1.1667 2022/11/28 22:39:59 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:40:04 - mmengine - INFO - Epoch(train) [115][ 500/5005] lr: 5.9534e-04 eta: 0:32:43 time: 0.0687 data_time: 0.0027 memory: 1152 loss: 1.0998 2022/11/28 22:40:11 - mmengine - INFO - Epoch(train) [115][ 600/5005] lr: 5.9132e-04 eta: 0:32:36 time: 0.0696 data_time: 0.0026 memory: 1152 loss: 1.1289 2022/11/28 22:40:18 - mmengine - INFO - Epoch(train) [115][ 700/5005] lr: 5.8731e-04 eta: 0:32:29 time: 0.0702 data_time: 0.0025 memory: 1152 loss: 1.0806 2022/11/28 22:40:25 - mmengine - INFO - Epoch(train) [115][ 800/5005] lr: 5.8332e-04 eta: 0:32:23 time: 0.0694 data_time: 0.0024 memory: 1152 loss: 1.2440 2022/11/28 22:40:32 - mmengine - INFO - Epoch(train) [115][ 900/5005] lr: 5.7935e-04 eta: 0:32:16 time: 0.0692 data_time: 0.0023 memory: 1152 loss: 1.1938 2022/11/28 22:40:39 - mmengine - INFO - Epoch(train) [115][1000/5005] lr: 5.7538e-04 eta: 0:32:09 time: 0.0685 data_time: 0.0029 memory: 1152 loss: 1.0180 2022/11/28 22:40:46 - mmengine - INFO - Epoch(train) [115][1100/5005] lr: 5.7144e-04 eta: 0:32:03 time: 0.0693 data_time: 0.0032 memory: 1152 loss: 1.0554 2022/11/28 22:40:53 - mmengine - INFO - Epoch(train) [115][1200/5005] lr: 5.6750e-04 eta: 0:31:56 time: 0.0698 data_time: 0.0025 memory: 1152 loss: 1.0028 2022/11/28 22:41:00 - mmengine - INFO - Epoch(train) [115][1300/5005] lr: 5.6358e-04 eta: 0:31:50 time: 0.0677 data_time: 0.0025 memory: 1152 loss: 1.1588 2022/11/28 22:41:07 - mmengine - INFO - Epoch(train) [115][1400/5005] lr: 5.5967e-04 eta: 0:31:43 time: 0.0686 data_time: 0.0024 memory: 1152 loss: 1.2885 2022/11/28 22:41:09 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:41:14 - mmengine - INFO - Epoch(train) [115][1500/5005] lr: 5.5577e-04 eta: 0:31:36 time: 0.0757 data_time: 0.0023 memory: 1152 loss: 1.0343 2022/11/28 22:41:21 - mmengine - INFO - Epoch(train) [115][1600/5005] lr: 5.5189e-04 eta: 0:31:30 time: 0.0693 data_time: 0.0024 memory: 1152 loss: 1.1094 2022/11/28 22:41:28 - mmengine - INFO - Epoch(train) [115][1700/5005] lr: 5.4802e-04 eta: 0:31:23 time: 0.0688 data_time: 0.0025 memory: 1152 loss: 1.2297 2022/11/28 22:41:36 - mmengine - INFO - Epoch(train) [115][1800/5005] lr: 5.4417e-04 eta: 0:31:16 time: 0.0699 data_time: 0.0025 memory: 1152 loss: 1.0706 2022/11/28 22:41:43 - mmengine - INFO - Epoch(train) [115][1900/5005] lr: 5.4033e-04 eta: 0:31:10 time: 0.0696 data_time: 0.0024 memory: 1152 loss: 1.2159 2022/11/28 22:41:50 - mmengine - INFO - Epoch(train) [115][2000/5005] lr: 5.3650e-04 eta: 0:31:03 time: 0.0680 data_time: 0.0024 memory: 1152 loss: 1.1160 2022/11/28 22:41:57 - mmengine - INFO - Epoch(train) [115][2100/5005] lr: 5.3268e-04 eta: 0:30:56 time: 0.0687 data_time: 0.0023 memory: 1152 loss: 1.2454 2022/11/28 22:42:04 - mmengine - INFO - Epoch(train) [115][2200/5005] lr: 5.2888e-04 eta: 0:30:50 time: 0.0691 data_time: 0.0024 memory: 1152 loss: 1.2414 2022/11/28 22:42:11 - mmengine - INFO - Epoch(train) [115][2300/5005] lr: 5.2510e-04 eta: 0:30:43 time: 0.0691 data_time: 0.0023 memory: 1152 loss: 0.8971 2022/11/28 22:42:18 - mmengine - INFO - Epoch(train) [115][2400/5005] lr: 5.2132e-04 eta: 0:30:37 time: 0.0684 data_time: 0.0024 memory: 1152 loss: 1.1904 2022/11/28 22:42:20 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:42:25 - mmengine - INFO - Epoch(train) [115][2500/5005] lr: 5.1756e-04 eta: 0:30:30 time: 0.0684 data_time: 0.0025 memory: 1152 loss: 1.0077 2022/11/28 22:42:32 - mmengine - INFO - Epoch(train) [115][2600/5005] lr: 5.1382e-04 eta: 0:30:23 time: 0.0687 data_time: 0.0023 memory: 1152 loss: 1.3126 2022/11/28 22:42:39 - mmengine - INFO - Epoch(train) [115][2700/5005] lr: 5.1008e-04 eta: 0:30:17 time: 0.0691 data_time: 0.0024 memory: 1152 loss: 1.1771 2022/11/28 22:42:46 - mmengine - INFO - Epoch(train) [115][2800/5005] lr: 5.0636e-04 eta: 0:30:10 time: 0.0694 data_time: 0.0024 memory: 1152 loss: 1.0513 2022/11/28 22:42:53 - mmengine - INFO - Epoch(train) [115][2900/5005] lr: 5.0266e-04 eta: 0:30:03 time: 0.0683 data_time: 0.0027 memory: 1152 loss: 1.1173 2022/11/28 22:43:01 - mmengine - INFO - Epoch(train) [115][3000/5005] lr: 4.9896e-04 eta: 0:29:57 time: 0.0785 data_time: 0.0026 memory: 1152 loss: 1.0890 2022/11/28 22:43:08 - mmengine - INFO - Epoch(train) [115][3100/5005] lr: 4.9529e-04 eta: 0:29:50 time: 0.0681 data_time: 0.0024 memory: 1152 loss: 1.1116 2022/11/28 22:43:15 - mmengine - INFO - Epoch(train) [115][3200/5005] lr: 4.9162e-04 eta: 0:29:43 time: 0.0682 data_time: 0.0023 memory: 1152 loss: 0.8934 2022/11/28 22:43:22 - mmengine - INFO - Epoch(train) [115][3300/5005] lr: 4.8797e-04 eta: 0:29:37 time: 0.0684 data_time: 0.0025 memory: 1152 loss: 1.0022 2022/11/28 22:43:29 - mmengine - INFO - Epoch(train) [115][3400/5005] lr: 4.8433e-04 eta: 0:29:30 time: 0.0717 data_time: 0.0023 memory: 1152 loss: 1.1503 2022/11/28 22:43:32 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:43:36 - mmengine - INFO - Epoch(train) [115][3500/5005] lr: 4.8071e-04 eta: 0:29:24 time: 0.0685 data_time: 0.0024 memory: 1152 loss: 1.1977 2022/11/28 22:43:43 - mmengine - INFO - Epoch(train) [115][3600/5005] lr: 4.7709e-04 eta: 0:29:17 time: 0.0680 data_time: 0.0028 memory: 1152 loss: 0.9631 2022/11/28 22:43:51 - mmengine - INFO - Epoch(train) [115][3700/5005] lr: 4.7350e-04 eta: 0:29:10 time: 0.0687 data_time: 0.0026 memory: 1152 loss: 1.1529 2022/11/28 22:43:58 - mmengine - INFO - Epoch(train) [115][3800/5005] lr: 4.6991e-04 eta: 0:29:04 time: 0.0704 data_time: 0.0025 memory: 1152 loss: 1.3133 2022/11/28 22:44:05 - mmengine - INFO - Epoch(train) [115][3900/5005] lr: 4.6634e-04 eta: 0:28:57 time: 0.0698 data_time: 0.0025 memory: 1152 loss: 1.1069 2022/11/28 22:44:12 - mmengine - INFO - Epoch(train) [115][4000/5005] lr: 4.6279e-04 eta: 0:28:50 time: 0.0689 data_time: 0.0031 memory: 1152 loss: 1.0050 2022/11/28 22:44:19 - mmengine - INFO - Epoch(train) [115][4100/5005] lr: 4.5924e-04 eta: 0:28:44 time: 0.0688 data_time: 0.0024 memory: 1152 loss: 1.1705 2022/11/28 22:44:26 - mmengine - INFO - Epoch(train) [115][4200/5005] lr: 4.5571e-04 eta: 0:28:37 time: 0.0680 data_time: 0.0028 memory: 1152 loss: 1.3020 2022/11/28 22:44:34 - mmengine - INFO - Epoch(train) [115][4300/5005] lr: 4.5220e-04 eta: 0:28:30 time: 0.0688 data_time: 0.0024 memory: 1152 loss: 1.0147 2022/11/28 22:44:41 - mmengine - INFO - Epoch(train) [115][4400/5005] lr: 4.4869e-04 eta: 0:28:24 time: 0.0686 data_time: 0.0028 memory: 1152 loss: 1.1283 2022/11/28 22:44:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:44:48 - mmengine - INFO - Epoch(train) [115][4500/5005] lr: 4.4520e-04 eta: 0:28:17 time: 0.0688 data_time: 0.0032 memory: 1152 loss: 1.1126 2022/11/28 22:44:55 - mmengine - INFO - Epoch(train) [115][4600/5005] lr: 4.4173e-04 eta: 0:28:11 time: 0.0755 data_time: 0.0029 memory: 1152 loss: 1.0904 2022/11/28 22:45:02 - mmengine - INFO - Epoch(train) [115][4700/5005] lr: 4.3827e-04 eta: 0:28:04 time: 0.0678 data_time: 0.0025 memory: 1152 loss: 1.2922 2022/11/28 22:45:09 - mmengine - INFO - Epoch(train) [115][4800/5005] lr: 4.3482e-04 eta: 0:27:57 time: 0.0697 data_time: 0.0028 memory: 1152 loss: 1.1465 2022/11/28 22:45:16 - mmengine - INFO - Epoch(train) [115][4900/5005] lr: 4.3138e-04 eta: 0:27:51 time: 0.0681 data_time: 0.0025 memory: 1152 loss: 1.0824 2022/11/28 22:45:23 - mmengine - INFO - Epoch(train) [115][5000/5005] lr: 4.2796e-04 eta: 0:27:44 time: 0.0689 data_time: 0.0042 memory: 1152 loss: 1.1949 2022/11/28 22:45:24 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:45:24 - mmengine - INFO - Saving checkpoint at 115 epochs 2022/11/28 22:45:29 - mmengine - INFO - Epoch(val) [115][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0238 memory: 1152 2022/11/28 22:45:42 - mmengine - INFO - Epoch(val) [115][196/196] accuracy/top1: 74.1460 accuracy/top5: 91.6840 2022/11/28 22:45:49 - mmengine - INFO - Epoch(train) [116][ 100/5005] lr: 4.2438e-04 eta: 0:27:37 time: 0.0718 data_time: 0.0023 memory: 1152 loss: 1.3011 2022/11/28 22:45:56 - mmengine - INFO - Epoch(train) [116][ 200/5005] lr: 4.2099e-04 eta: 0:27:30 time: 0.0690 data_time: 0.0025 memory: 1152 loss: 1.2212 2022/11/28 22:46:03 - mmengine - INFO - Epoch(train) [116][ 300/5005] lr: 4.1761e-04 eta: 0:27:24 time: 0.0701 data_time: 0.0024 memory: 1152 loss: 0.9820 2022/11/28 22:46:10 - mmengine - INFO - Epoch(train) [116][ 400/5005] lr: 4.1424e-04 eta: 0:27:17 time: 0.0700 data_time: 0.0025 memory: 1152 loss: 1.1026 2022/11/28 22:46:12 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:46:18 - mmengine - INFO - Epoch(train) [116][ 500/5005] lr: 4.1089e-04 eta: 0:27:11 time: 0.0688 data_time: 0.0024 memory: 1152 loss: 1.0217 2022/11/28 22:46:25 - mmengine - INFO - Epoch(train) [116][ 600/5005] lr: 4.0755e-04 eta: 0:27:04 time: 0.0696 data_time: 0.0026 memory: 1152 loss: 1.1630 2022/11/28 22:46:32 - mmengine - INFO - Epoch(train) [116][ 700/5005] lr: 4.0423e-04 eta: 0:26:57 time: 0.0690 data_time: 0.0025 memory: 1152 loss: 1.0673 2022/11/28 22:46:39 - mmengine - INFO - Epoch(train) [116][ 800/5005] lr: 4.0091e-04 eta: 0:26:51 time: 0.0692 data_time: 0.0031 memory: 1152 loss: 1.2196 2022/11/28 22:46:46 - mmengine - INFO - Epoch(train) [116][ 900/5005] lr: 3.9762e-04 eta: 0:26:44 time: 0.0687 data_time: 0.0024 memory: 1152 loss: 1.1823 2022/11/28 22:46:53 - mmengine - INFO - Epoch(train) [116][1000/5005] lr: 3.9433e-04 eta: 0:26:37 time: 0.0684 data_time: 0.0025 memory: 1152 loss: 0.9340 2022/11/28 22:47:00 - mmengine - INFO - Epoch(train) [116][1100/5005] lr: 3.9106e-04 eta: 0:26:31 time: 0.0693 data_time: 0.0025 memory: 1152 loss: 0.9470 2022/11/28 22:47:07 - mmengine - INFO - Epoch(train) [116][1200/5005] lr: 3.8780e-04 eta: 0:26:24 time: 0.0693 data_time: 0.0025 memory: 1152 loss: 1.0715 2022/11/28 22:47:14 - mmengine - INFO - Epoch(train) [116][1300/5005] lr: 3.8456e-04 eta: 0:26:17 time: 0.0689 data_time: 0.0023 memory: 1152 loss: 0.9920 2022/11/28 22:47:21 - mmengine - INFO - Epoch(train) [116][1400/5005] lr: 3.8133e-04 eta: 0:26:11 time: 0.0689 data_time: 0.0023 memory: 1152 loss: 1.0928 2022/11/28 22:47:23 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:47:29 - mmengine - INFO - Epoch(train) [116][1500/5005] lr: 3.7811e-04 eta: 0:26:04 time: 0.0692 data_time: 0.0031 memory: 1152 loss: 1.2890 2022/11/28 22:47:36 - mmengine - INFO - Epoch(train) [116][1600/5005] lr: 3.7491e-04 eta: 0:25:57 time: 0.0699 data_time: 0.0032 memory: 1152 loss: 1.2340 2022/11/28 22:47:43 - mmengine - INFO - Epoch(train) [116][1700/5005] lr: 3.7172e-04 eta: 0:25:51 time: 0.0688 data_time: 0.0032 memory: 1152 loss: 1.0909 2022/11/28 22:47:50 - mmengine - INFO - Epoch(train) [116][1800/5005] lr: 3.6854e-04 eta: 0:25:44 time: 0.0738 data_time: 0.0025 memory: 1152 loss: 1.1229 2022/11/28 22:47:57 - mmengine - INFO - Epoch(train) [116][1900/5005] lr: 3.6538e-04 eta: 0:25:38 time: 0.0690 data_time: 0.0029 memory: 1152 loss: 1.2113 2022/11/28 22:48:04 - mmengine - INFO - Epoch(train) [116][2000/5005] lr: 3.6223e-04 eta: 0:25:31 time: 0.0701 data_time: 0.0027 memory: 1152 loss: 1.1835 2022/11/28 22:48:12 - mmengine - INFO - Epoch(train) [116][2100/5005] lr: 3.5909e-04 eta: 0:25:24 time: 0.0688 data_time: 0.0023 memory: 1152 loss: 1.3312 2022/11/28 22:48:19 - mmengine - INFO - Epoch(train) [116][2200/5005] lr: 3.5597e-04 eta: 0:25:18 time: 0.0700 data_time: 0.0024 memory: 1152 loss: 1.0509 2022/11/28 22:48:26 - mmengine - INFO - Epoch(train) [116][2300/5005] lr: 3.5286e-04 eta: 0:25:11 time: 0.0693 data_time: 0.0025 memory: 1152 loss: 1.2681 2022/11/28 22:48:33 - mmengine - INFO - Epoch(train) [116][2400/5005] lr: 3.4977e-04 eta: 0:25:04 time: 0.0689 data_time: 0.0024 memory: 1152 loss: 1.1276 2022/11/28 22:48:35 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:48:40 - mmengine - INFO - Epoch(train) [116][2500/5005] lr: 3.4668e-04 eta: 0:24:58 time: 0.0690 data_time: 0.0024 memory: 1152 loss: 1.1247 2022/11/28 22:48:47 - mmengine - INFO - Epoch(train) [116][2600/5005] lr: 3.4362e-04 eta: 0:24:51 time: 0.0691 data_time: 0.0024 memory: 1152 loss: 1.2259 2022/11/28 22:48:54 - mmengine - INFO - Epoch(train) [116][2700/5005] lr: 3.4056e-04 eta: 0:24:44 time: 0.0694 data_time: 0.0023 memory: 1152 loss: 1.4225 2022/11/28 22:49:01 - mmengine - INFO - Epoch(train) [116][2800/5005] lr: 3.3752e-04 eta: 0:24:38 time: 0.0680 data_time: 0.0024 memory: 1152 loss: 1.1620 2022/11/28 22:49:08 - mmengine - INFO - Epoch(train) [116][2900/5005] lr: 3.3450e-04 eta: 0:24:31 time: 0.0684 data_time: 0.0025 memory: 1152 loss: 1.2465 2022/11/28 22:49:16 - mmengine - INFO - Epoch(train) [116][3000/5005] lr: 3.3148e-04 eta: 0:24:25 time: 0.0699 data_time: 0.0024 memory: 1152 loss: 1.2014 2022/11/28 22:49:23 - mmengine - INFO - Epoch(train) [116][3100/5005] lr: 3.2848e-04 eta: 0:24:18 time: 0.0704 data_time: 0.0024 memory: 1152 loss: 1.0900 2022/11/28 22:49:30 - mmengine - INFO - Epoch(train) [116][3200/5005] lr: 3.2550e-04 eta: 0:24:11 time: 0.0696 data_time: 0.0024 memory: 1152 loss: 1.0761 2022/11/28 22:49:37 - mmengine - INFO - Epoch(train) [116][3300/5005] lr: 3.2252e-04 eta: 0:24:05 time: 0.0686 data_time: 0.0025 memory: 1152 loss: 1.2191 2022/11/28 22:49:44 - mmengine - INFO - Epoch(train) [116][3400/5005] lr: 3.1956e-04 eta: 0:23:58 time: 0.0693 data_time: 0.0024 memory: 1152 loss: 1.0464 2022/11/28 22:49:46 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:49:51 - mmengine - INFO - Epoch(train) [116][3500/5005] lr: 3.1662e-04 eta: 0:23:51 time: 0.0679 data_time: 0.0024 memory: 1152 loss: 1.0772 2022/11/28 22:49:58 - mmengine - INFO - Epoch(train) [116][3600/5005] lr: 3.1369e-04 eta: 0:23:45 time: 0.0686 data_time: 0.0025 memory: 1152 loss: 1.1480 2022/11/28 22:50:05 - mmengine - INFO - Epoch(train) [116][3700/5005] lr: 3.1077e-04 eta: 0:23:38 time: 0.0696 data_time: 0.0025 memory: 1152 loss: 1.1058 2022/11/28 22:50:13 - mmengine - INFO - Epoch(train) [116][3800/5005] lr: 3.0786e-04 eta: 0:23:31 time: 0.0692 data_time: 0.0025 memory: 1152 loss: 1.0768 2022/11/28 22:50:20 - mmengine - INFO - Epoch(train) [116][3900/5005] lr: 3.0497e-04 eta: 0:23:25 time: 0.0685 data_time: 0.0031 memory: 1152 loss: 1.0460 2022/11/28 22:50:27 - mmengine - INFO - Epoch(train) [116][4000/5005] lr: 3.0210e-04 eta: 0:23:18 time: 0.0700 data_time: 0.0027 memory: 1152 loss: 1.0951 2022/11/28 22:50:34 - mmengine - INFO - Epoch(train) [116][4100/5005] lr: 2.9923e-04 eta: 0:23:11 time: 0.0688 data_time: 0.0026 memory: 1152 loss: 1.1180 2022/11/28 22:50:41 - mmengine - INFO - Epoch(train) [116][4200/5005] lr: 2.9638e-04 eta: 0:23:05 time: 0.0706 data_time: 0.0023 memory: 1152 loss: 1.2681 2022/11/28 22:50:48 - mmengine - INFO - Epoch(train) [116][4300/5005] lr: 2.9354e-04 eta: 0:22:58 time: 0.0686 data_time: 0.0025 memory: 1152 loss: 1.1137 2022/11/28 22:50:55 - mmengine - INFO - Epoch(train) [116][4400/5005] lr: 2.9072e-04 eta: 0:22:52 time: 0.0696 data_time: 0.0024 memory: 1152 loss: 1.2231 2022/11/28 22:50:57 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:51:02 - mmengine - INFO - Epoch(train) [116][4500/5005] lr: 2.8791e-04 eta: 0:22:45 time: 0.0712 data_time: 0.0030 memory: 1152 loss: 0.9557 2022/11/28 22:51:09 - mmengine - INFO - Epoch(train) [116][4600/5005] lr: 2.8512e-04 eta: 0:22:38 time: 0.0757 data_time: 0.0026 memory: 1152 loss: 1.0703 2022/11/28 22:51:17 - mmengine - INFO - Epoch(train) [116][4700/5005] lr: 2.8233e-04 eta: 0:22:32 time: 0.0690 data_time: 0.0032 memory: 1152 loss: 1.2786 2022/11/28 22:51:24 - mmengine - INFO - Epoch(train) [116][4800/5005] lr: 2.7957e-04 eta: 0:22:25 time: 0.0683 data_time: 0.0026 memory: 1152 loss: 1.1235 2022/11/28 22:51:31 - mmengine - INFO - Epoch(train) [116][4900/5005] lr: 2.7681e-04 eta: 0:22:18 time: 0.0687 data_time: 0.0024 memory: 1152 loss: 1.2655 2022/11/28 22:51:38 - mmengine - INFO - Epoch(train) [116][5000/5005] lr: 2.7407e-04 eta: 0:22:12 time: 0.0704 data_time: 0.0032 memory: 1152 loss: 1.0366 2022/11/28 22:51:38 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:51:38 - mmengine - INFO - Saving checkpoint at 116 epochs 2022/11/28 22:51:43 - mmengine - INFO - Epoch(val) [116][100/196] eta: 0:00:03 time: 0.0363 data_time: 0.0257 memory: 1152 2022/11/28 22:51:57 - mmengine - INFO - Epoch(val) [116][196/196] accuracy/top1: 74.1760 accuracy/top5: 91.7480 2022/11/28 22:52:04 - mmengine - INFO - Epoch(train) [117][ 100/5005] lr: 2.7121e-04 eta: 0:22:05 time: 0.0691 data_time: 0.0024 memory: 1152 loss: 1.0323 2022/11/28 22:52:11 - mmengine - INFO - Epoch(train) [117][ 200/5005] lr: 2.6849e-04 eta: 0:21:58 time: 0.0696 data_time: 0.0024 memory: 1152 loss: 1.0838 2022/11/28 22:52:18 - mmengine - INFO - Epoch(train) [117][ 300/5005] lr: 2.6579e-04 eta: 0:21:51 time: 0.0679 data_time: 0.0024 memory: 1152 loss: 1.0692 2022/11/28 22:52:26 - mmengine - INFO - Epoch(train) [117][ 400/5005] lr: 2.6311e-04 eta: 0:21:45 time: 0.0703 data_time: 0.0035 memory: 1152 loss: 1.1299 2022/11/28 22:52:27 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:52:33 - mmengine - INFO - Epoch(train) [117][ 500/5005] lr: 2.6043e-04 eta: 0:21:38 time: 0.0687 data_time: 0.0026 memory: 1152 loss: 1.0554 2022/11/28 22:52:40 - mmengine - INFO - Epoch(train) [117][ 600/5005] lr: 2.5777e-04 eta: 0:21:32 time: 0.0691 data_time: 0.0024 memory: 1152 loss: 1.2058 2022/11/28 22:52:47 - mmengine - INFO - Epoch(train) [117][ 700/5005] lr: 2.5513e-04 eta: 0:21:25 time: 0.0688 data_time: 0.0025 memory: 1152 loss: 1.0192 2022/11/28 22:52:54 - mmengine - INFO - Epoch(train) [117][ 800/5005] lr: 2.5250e-04 eta: 0:21:18 time: 0.0697 data_time: 0.0031 memory: 1152 loss: 1.1685 2022/11/28 22:53:01 - mmengine - INFO - Epoch(train) [117][ 900/5005] lr: 2.4988e-04 eta: 0:21:12 time: 0.0690 data_time: 0.0025 memory: 1152 loss: 1.1577 2022/11/28 22:53:08 - mmengine - INFO - Epoch(train) [117][1000/5005] lr: 2.4727e-04 eta: 0:21:05 time: 0.0699 data_time: 0.0024 memory: 1152 loss: 1.2251 2022/11/28 22:53:15 - mmengine - INFO - Epoch(train) [117][1100/5005] lr: 2.4468e-04 eta: 0:20:58 time: 0.0686 data_time: 0.0028 memory: 1152 loss: 1.2304 2022/11/28 22:53:22 - mmengine - INFO - Epoch(train) [117][1200/5005] lr: 2.4210e-04 eta: 0:20:52 time: 0.0688 data_time: 0.0024 memory: 1152 loss: 1.0845 2022/11/28 22:53:30 - mmengine - INFO - Epoch(train) [117][1300/5005] lr: 2.3954e-04 eta: 0:20:45 time: 0.0767 data_time: 0.0100 memory: 1152 loss: 1.0616 2022/11/28 22:53:37 - mmengine - INFO - Epoch(train) [117][1400/5005] lr: 2.3699e-04 eta: 0:20:38 time: 0.0700 data_time: 0.0026 memory: 1152 loss: 1.2370 2022/11/28 22:53:38 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:53:44 - mmengine - INFO - Epoch(train) [117][1500/5005] lr: 2.3445e-04 eta: 0:20:32 time: 0.0686 data_time: 0.0025 memory: 1152 loss: 1.2098 2022/11/28 22:53:51 - mmengine - INFO - Epoch(train) [117][1600/5005] lr: 2.3193e-04 eta: 0:20:25 time: 0.0689 data_time: 0.0025 memory: 1152 loss: 1.2181 2022/11/28 22:53:58 - mmengine - INFO - Epoch(train) [117][1700/5005] lr: 2.2942e-04 eta: 0:20:18 time: 0.0685 data_time: 0.0025 memory: 1152 loss: 1.1098 2022/11/28 22:54:05 - mmengine - INFO - Epoch(train) [117][1800/5005] lr: 2.2693e-04 eta: 0:20:12 time: 0.0686 data_time: 0.0026 memory: 1152 loss: 1.1716 2022/11/28 22:54:13 - mmengine - INFO - Epoch(train) [117][1900/5005] lr: 2.2444e-04 eta: 0:20:05 time: 0.0691 data_time: 0.0025 memory: 1152 loss: 1.0605 2022/11/28 22:54:20 - mmengine - INFO - Epoch(train) [117][2000/5005] lr: 2.2198e-04 eta: 0:19:59 time: 0.0700 data_time: 0.0024 memory: 1152 loss: 0.9975 2022/11/28 22:54:27 - mmengine - INFO - Epoch(train) [117][2100/5005] lr: 2.1952e-04 eta: 0:19:52 time: 0.0691 data_time: 0.0025 memory: 1152 loss: 0.9195 2022/11/28 22:54:34 - mmengine - INFO - Epoch(train) [117][2200/5005] lr: 2.1708e-04 eta: 0:19:45 time: 0.0701 data_time: 0.0026 memory: 1152 loss: 1.2557 2022/11/28 22:54:41 - mmengine - INFO - Epoch(train) [117][2300/5005] lr: 2.1465e-04 eta: 0:19:39 time: 0.0690 data_time: 0.0026 memory: 1152 loss: 1.0976 2022/11/28 22:54:48 - mmengine - INFO - Epoch(train) [117][2400/5005] lr: 2.1224e-04 eta: 0:19:32 time: 0.0691 data_time: 0.0025 memory: 1152 loss: 1.2268 2022/11/28 22:54:50 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:54:55 - mmengine - INFO - Epoch(train) [117][2500/5005] lr: 2.0984e-04 eta: 0:19:25 time: 0.0686 data_time: 0.0025 memory: 1152 loss: 1.0187 2022/11/28 22:55:02 - mmengine - INFO - Epoch(train) [117][2600/5005] lr: 2.0745e-04 eta: 0:19:19 time: 0.0689 data_time: 0.0028 memory: 1152 loss: 1.1843 2022/11/28 22:55:10 - mmengine - INFO - Epoch(train) [117][2700/5005] lr: 2.0508e-04 eta: 0:19:12 time: 0.0681 data_time: 0.0025 memory: 1152 loss: 1.1281 2022/11/28 22:55:17 - mmengine - INFO - Epoch(train) [117][2800/5005] lr: 2.0272e-04 eta: 0:19:05 time: 0.0687 data_time: 0.0025 memory: 1152 loss: 1.4868 2022/11/28 22:55:24 - mmengine - INFO - Epoch(train) [117][2900/5005] lr: 2.0037e-04 eta: 0:18:59 time: 0.0692 data_time: 0.0028 memory: 1152 loss: 1.1175 2022/11/28 22:55:31 - mmengine - INFO - Epoch(train) [117][3000/5005] lr: 1.9804e-04 eta: 0:18:52 time: 0.0706 data_time: 0.0025 memory: 1152 loss: 1.1474 2022/11/28 22:55:38 - mmengine - INFO - Epoch(train) [117][3100/5005] lr: 1.9572e-04 eta: 0:18:45 time: 0.0686 data_time: 0.0025 memory: 1152 loss: 1.0639 2022/11/28 22:55:45 - mmengine - INFO - Epoch(train) [117][3200/5005] lr: 1.9342e-04 eta: 0:18:39 time: 0.0814 data_time: 0.0024 memory: 1152 loss: 1.1871 2022/11/28 22:55:53 - mmengine - INFO - Epoch(train) [117][3300/5005] lr: 1.9112e-04 eta: 0:18:32 time: 0.0698 data_time: 0.0033 memory: 1152 loss: 1.0779 2022/11/28 22:56:00 - mmengine - INFO - Epoch(train) [117][3400/5005] lr: 1.8885e-04 eta: 0:18:25 time: 0.0696 data_time: 0.0026 memory: 1152 loss: 1.0319 2022/11/28 22:56:01 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:56:07 - mmengine - INFO - Epoch(train) [117][3500/5005] lr: 1.8658e-04 eta: 0:18:19 time: 0.0697 data_time: 0.0033 memory: 1152 loss: 1.1062 2022/11/28 22:56:14 - mmengine - INFO - Epoch(train) [117][3600/5005] lr: 1.8433e-04 eta: 0:18:12 time: 0.0683 data_time: 0.0026 memory: 1152 loss: 1.0849 2022/11/28 22:56:21 - mmengine - INFO - Epoch(train) [117][3700/5005] lr: 1.8210e-04 eta: 0:18:06 time: 0.0694 data_time: 0.0024 memory: 1152 loss: 1.1661 2022/11/28 22:56:28 - mmengine - INFO - Epoch(train) [117][3800/5005] lr: 1.7987e-04 eta: 0:17:59 time: 0.0691 data_time: 0.0026 memory: 1152 loss: 1.1884 2022/11/28 22:56:35 - mmengine - INFO - Epoch(train) [117][3900/5005] lr: 1.7766e-04 eta: 0:17:52 time: 0.0696 data_time: 0.0025 memory: 1152 loss: 1.1369 2022/11/28 22:56:42 - mmengine - INFO - Epoch(train) [117][4000/5005] lr: 1.7547e-04 eta: 0:17:46 time: 0.0694 data_time: 0.0025 memory: 1152 loss: 1.2232 2022/11/28 22:56:49 - mmengine - INFO - Epoch(train) [117][4100/5005] lr: 1.7328e-04 eta: 0:17:39 time: 0.0755 data_time: 0.0025 memory: 1152 loss: 1.2514 2022/11/28 22:56:57 - mmengine - INFO - Epoch(train) [117][4200/5005] lr: 1.7112e-04 eta: 0:17:32 time: 0.0743 data_time: 0.0025 memory: 1152 loss: 1.2256 2022/11/28 22:57:04 - mmengine - INFO - Epoch(train) [117][4300/5005] lr: 1.6896e-04 eta: 0:17:26 time: 0.0677 data_time: 0.0026 memory: 1152 loss: 0.8737 2022/11/28 22:57:11 - mmengine - INFO - Epoch(train) [117][4400/5005] lr: 1.6682e-04 eta: 0:17:19 time: 0.0700 data_time: 0.0024 memory: 1152 loss: 1.0099 2022/11/28 22:57:12 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:57:18 - mmengine - INFO - Epoch(train) [117][4500/5005] lr: 1.6469e-04 eta: 0:17:12 time: 0.0684 data_time: 0.0024 memory: 1152 loss: 1.0550 2022/11/28 22:57:25 - mmengine - INFO - Epoch(train) [117][4600/5005] lr: 1.6258e-04 eta: 0:17:06 time: 0.0698 data_time: 0.0034 memory: 1152 loss: 1.2882 2022/11/28 22:57:32 - mmengine - INFO - Epoch(train) [117][4700/5005] lr: 1.6048e-04 eta: 0:16:59 time: 0.0687 data_time: 0.0025 memory: 1152 loss: 1.0030 2022/11/28 22:57:39 - mmengine - INFO - Epoch(train) [117][4800/5005] lr: 1.5839e-04 eta: 0:16:52 time: 0.0684 data_time: 0.0027 memory: 1152 loss: 1.1937 2022/11/28 22:57:46 - mmengine - INFO - Epoch(train) [117][4900/5005] lr: 1.5632e-04 eta: 0:16:46 time: 0.0678 data_time: 0.0026 memory: 1152 loss: 0.9995 2022/11/28 22:57:54 - mmengine - INFO - Epoch(train) [117][5000/5005] lr: 1.5426e-04 eta: 0:16:39 time: 0.0686 data_time: 0.0033 memory: 1152 loss: 1.0904 2022/11/28 22:57:54 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:57:54 - mmengine - INFO - Saving checkpoint at 117 epochs 2022/11/28 22:57:59 - mmengine - INFO - Epoch(val) [117][100/196] eta: 0:00:03 time: 0.0349 data_time: 0.0238 memory: 1152 2022/11/28 22:58:12 - mmengine - INFO - Epoch(val) [117][196/196] accuracy/top1: 74.1240 accuracy/top5: 91.7600 2022/11/28 22:58:20 - mmengine - INFO - Epoch(train) [118][ 100/5005] lr: 1.5211e-04 eta: 0:16:32 time: 0.0712 data_time: 0.0025 memory: 1152 loss: 1.1383 2022/11/28 22:58:27 - mmengine - INFO - Epoch(train) [118][ 200/5005] lr: 1.5008e-04 eta: 0:16:26 time: 0.0687 data_time: 0.0024 memory: 1152 loss: 0.9530 2022/11/28 22:58:34 - mmengine - INFO - Epoch(train) [118][ 300/5005] lr: 1.4806e-04 eta: 0:16:19 time: 0.0718 data_time: 0.0024 memory: 1152 loss: 1.0977 2022/11/28 22:58:41 - mmengine - INFO - Epoch(train) [118][ 400/5005] lr: 1.4605e-04 eta: 0:16:12 time: 0.0687 data_time: 0.0031 memory: 1152 loss: 1.1209 2022/11/28 22:58:42 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:58:48 - mmengine - INFO - Epoch(train) [118][ 500/5005] lr: 1.4406e-04 eta: 0:16:06 time: 0.0686 data_time: 0.0032 memory: 1152 loss: 1.1373 2022/11/28 22:58:55 - mmengine - INFO - Epoch(train) [118][ 600/5005] lr: 1.4209e-04 eta: 0:15:59 time: 0.0689 data_time: 0.0025 memory: 1152 loss: 1.1569 2022/11/28 22:59:02 - mmengine - INFO - Epoch(train) [118][ 700/5005] lr: 1.4012e-04 eta: 0:15:52 time: 0.0681 data_time: 0.0024 memory: 1152 loss: 1.0204 2022/11/28 22:59:10 - mmengine - INFO - Epoch(train) [118][ 800/5005] lr: 1.3817e-04 eta: 0:15:46 time: 0.0698 data_time: 0.0025 memory: 1152 loss: 1.0148 2022/11/28 22:59:17 - mmengine - INFO - Epoch(train) [118][ 900/5005] lr: 1.3624e-04 eta: 0:15:39 time: 0.0684 data_time: 0.0025 memory: 1152 loss: 1.1881 2022/11/28 22:59:24 - mmengine - INFO - Epoch(train) [118][1000/5005] lr: 1.3431e-04 eta: 0:15:32 time: 0.0678 data_time: 0.0027 memory: 1152 loss: 1.0387 2022/11/28 22:59:31 - mmengine - INFO - Epoch(train) [118][1100/5005] lr: 1.3241e-04 eta: 0:15:26 time: 0.0686 data_time: 0.0024 memory: 1152 loss: 1.1690 2022/11/28 22:59:38 - mmengine - INFO - Epoch(train) [118][1200/5005] lr: 1.3051e-04 eta: 0:15:19 time: 0.0691 data_time: 0.0024 memory: 1152 loss: 1.1319 2022/11/28 22:59:45 - mmengine - INFO - Epoch(train) [118][1300/5005] lr: 1.2863e-04 eta: 0:15:12 time: 0.0694 data_time: 0.0026 memory: 1152 loss: 1.1737 2022/11/28 22:59:52 - mmengine - INFO - Epoch(train) [118][1400/5005] lr: 1.2676e-04 eta: 0:15:06 time: 0.0692 data_time: 0.0024 memory: 1152 loss: 1.2744 2022/11/28 22:59:53 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 22:59:59 - mmengine - INFO - Epoch(train) [118][1500/5005] lr: 1.2491e-04 eta: 0:14:59 time: 0.0696 data_time: 0.0023 memory: 1152 loss: 1.0632 2022/11/28 23:00:06 - mmengine - INFO - Epoch(train) [118][1600/5005] lr: 1.2307e-04 eta: 0:14:52 time: 0.0682 data_time: 0.0024 memory: 1152 loss: 1.3110 2022/11/28 23:00:13 - mmengine - INFO - Epoch(train) [118][1700/5005] lr: 1.2124e-04 eta: 0:14:46 time: 0.0695 data_time: 0.0024 memory: 1152 loss: 1.1289 2022/11/28 23:00:21 - mmengine - INFO - Epoch(train) [118][1800/5005] lr: 1.1943e-04 eta: 0:14:39 time: 0.0674 data_time: 0.0025 memory: 1152 loss: 1.1598 2022/11/28 23:00:28 - mmengine - INFO - Epoch(train) [118][1900/5005] lr: 1.1763e-04 eta: 0:14:32 time: 0.0689 data_time: 0.0029 memory: 1152 loss: 1.2468 2022/11/28 23:00:35 - mmengine - INFO - Epoch(train) [118][2000/5005] lr: 1.1584e-04 eta: 0:14:26 time: 0.0698 data_time: 0.0028 memory: 1152 loss: 1.0916 2022/11/28 23:00:42 - mmengine - INFO - Epoch(train) [118][2100/5005] lr: 1.1407e-04 eta: 0:14:19 time: 0.0691 data_time: 0.0025 memory: 1152 loss: 1.0575 2022/11/28 23:00:49 - mmengine - INFO - Epoch(train) [118][2200/5005] lr: 1.1231e-04 eta: 0:14:13 time: 0.0687 data_time: 0.0023 memory: 1152 loss: 1.1349 2022/11/28 23:00:56 - mmengine - INFO - Epoch(train) [118][2300/5005] lr: 1.1056e-04 eta: 0:14:06 time: 0.0695 data_time: 0.0024 memory: 1152 loss: 1.0782 2022/11/28 23:01:03 - mmengine - INFO - Epoch(train) [118][2400/5005] lr: 1.0883e-04 eta: 0:13:59 time: 0.0690 data_time: 0.0025 memory: 1152 loss: 1.0575 2022/11/28 23:01:04 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 23:01:10 - mmengine - INFO - Epoch(train) [118][2500/5005] lr: 1.0711e-04 eta: 0:13:53 time: 0.0696 data_time: 0.0023 memory: 1152 loss: 1.0860 2022/11/28 23:01:18 - mmengine - INFO - Epoch(train) [118][2600/5005] lr: 1.0541e-04 eta: 0:13:46 time: 0.0688 data_time: 0.0025 memory: 1152 loss: 1.1006 2022/11/28 23:01:25 - mmengine - INFO - Epoch(train) [118][2700/5005] lr: 1.0372e-04 eta: 0:13:39 time: 0.0751 data_time: 0.0023 memory: 1152 loss: 1.2473 2022/11/28 23:01:32 - mmengine - INFO - Epoch(train) [118][2800/5005] lr: 1.0204e-04 eta: 0:13:33 time: 0.0690 data_time: 0.0024 memory: 1152 loss: 1.2194 2022/11/28 23:01:39 - mmengine - INFO - Epoch(train) [118][2900/5005] lr: 1.0038e-04 eta: 0:13:26 time: 0.0686 data_time: 0.0033 memory: 1152 loss: 1.1652 2022/11/28 23:01:46 - mmengine - INFO - Epoch(train) [118][3000/5005] lr: 9.8729e-05 eta: 0:13:19 time: 0.0681 data_time: 0.0025 memory: 1152 loss: 1.0261 2022/11/28 23:01:53 - mmengine - INFO - Epoch(train) [118][3100/5005] lr: 9.7093e-05 eta: 0:13:13 time: 0.0694 data_time: 0.0024 memory: 1152 loss: 0.9625 2022/11/28 23:02:00 - mmengine - INFO - Epoch(train) [118][3200/5005] lr: 9.5471e-05 eta: 0:13:06 time: 0.0688 data_time: 0.0026 memory: 1152 loss: 1.3722 2022/11/28 23:02:07 - mmengine - INFO - Epoch(train) [118][3300/5005] lr: 9.3862e-05 eta: 0:12:59 time: 0.0694 data_time: 0.0024 memory: 1152 loss: 1.1756 2022/11/28 23:02:14 - mmengine - INFO - Epoch(train) [118][3400/5005] lr: 9.2267e-05 eta: 0:12:53 time: 0.0693 data_time: 0.0024 memory: 1152 loss: 1.2453 2022/11/28 23:02:15 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 23:02:22 - mmengine - INFO - Epoch(train) [118][3500/5005] lr: 9.0686e-05 eta: 0:12:46 time: 0.0732 data_time: 0.0032 memory: 1152 loss: 1.1312 2022/11/28 23:02:29 - mmengine - INFO - Epoch(train) [118][3600/5005] lr: 8.9119e-05 eta: 0:12:39 time: 0.0695 data_time: 0.0030 memory: 1152 loss: 1.3852 2022/11/28 23:02:36 - mmengine - INFO - Epoch(train) [118][3700/5005] lr: 8.7565e-05 eta: 0:12:33 time: 0.0688 data_time: 0.0024 memory: 1152 loss: 1.0952 2022/11/28 23:02:43 - mmengine - INFO - Epoch(train) [118][3800/5005] lr: 8.6024e-05 eta: 0:12:26 time: 0.0693 data_time: 0.0025 memory: 1152 loss: 1.1749 2022/11/28 23:02:50 - mmengine - INFO - Epoch(train) [118][3900/5005] lr: 8.4497e-05 eta: 0:12:19 time: 0.0691 data_time: 0.0025 memory: 1152 loss: 1.1457 2022/11/28 23:02:57 - mmengine - INFO - Epoch(train) [118][4000/5005] lr: 8.2984e-05 eta: 0:12:13 time: 0.0693 data_time: 0.0024 memory: 1152 loss: 1.0275 2022/11/28 23:03:04 - mmengine - INFO - Epoch(train) [118][4100/5005] lr: 8.1485e-05 eta: 0:12:06 time: 0.0692 data_time: 0.0031 memory: 1152 loss: 1.1422 2022/11/28 23:03:11 - mmengine - INFO - Epoch(train) [118][4200/5005] lr: 7.9999e-05 eta: 0:11:59 time: 0.0691 data_time: 0.0032 memory: 1152 loss: 1.1976 2022/11/28 23:03:19 - mmengine - INFO - Epoch(train) [118][4300/5005] lr: 7.8527e-05 eta: 0:11:53 time: 0.0697 data_time: 0.0026 memory: 1152 loss: 1.0396 2022/11/28 23:03:26 - mmengine - INFO - Epoch(train) [118][4400/5005] lr: 7.7069e-05 eta: 0:11:46 time: 0.0702 data_time: 0.0023 memory: 1152 loss: 1.1640 2022/11/28 23:03:27 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 23:03:33 - mmengine - INFO - Epoch(train) [118][4500/5005] lr: 7.5624e-05 eta: 0:11:40 time: 0.0693 data_time: 0.0023 memory: 1152 loss: 1.0690 2022/11/28 23:03:40 - mmengine - INFO - Epoch(train) [118][4600/5005] lr: 7.4193e-05 eta: 0:11:33 time: 0.0686 data_time: 0.0025 memory: 1152 loss: 1.1021 2022/11/28 23:03:47 - mmengine - INFO - Epoch(train) [118][4700/5005] lr: 7.2776e-05 eta: 0:11:26 time: 0.0690 data_time: 0.0025 memory: 1152 loss: 1.2345 2022/11/28 23:03:54 - mmengine - INFO - Epoch(train) [118][4800/5005] lr: 7.1372e-05 eta: 0:11:20 time: 0.0700 data_time: 0.0026 memory: 1152 loss: 0.9327 2022/11/28 23:04:01 - mmengine - INFO - Epoch(train) [118][4900/5005] lr: 6.9982e-05 eta: 0:11:13 time: 0.0689 data_time: 0.0024 memory: 1152 loss: 1.0451 2022/11/28 23:04:09 - mmengine - INFO - Epoch(train) [118][5000/5005] lr: 6.8605e-05 eta: 0:11:06 time: 0.0694 data_time: 0.0034 memory: 1152 loss: 1.1022 2022/11/28 23:04:09 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 23:04:09 - mmengine - INFO - Saving checkpoint at 118 epochs 2022/11/28 23:04:14 - mmengine - INFO - Epoch(val) [118][100/196] eta: 0:00:03 time: 0.0357 data_time: 0.0251 memory: 1152 2022/11/28 23:04:27 - mmengine - INFO - Epoch(val) [118][196/196] accuracy/top1: 74.3040 accuracy/top5: 91.8260 2022/11/28 23:04:35 - mmengine - INFO - Epoch(train) [119][ 100/5005] lr: 6.7175e-05 eta: 0:10:59 time: 0.0704 data_time: 0.0024 memory: 1152 loss: 1.0325 2022/11/28 23:04:42 - mmengine - INFO - Epoch(train) [119][ 200/5005] lr: 6.5826e-05 eta: 0:10:53 time: 0.0683 data_time: 0.0031 memory: 1152 loss: 1.0321 2022/11/28 23:04:49 - mmengine - INFO - Epoch(train) [119][ 300/5005] lr: 6.4492e-05 eta: 0:10:46 time: 0.0689 data_time: 0.0033 memory: 1152 loss: 1.2073 2022/11/28 23:04:56 - mmengine - INFO - Epoch(train) [119][ 400/5005] lr: 6.3171e-05 eta: 0:10:39 time: 0.0683 data_time: 0.0024 memory: 1152 loss: 1.0454 2022/11/28 23:04:57 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 23:05:03 - mmengine - INFO - Epoch(train) [119][ 500/5005] lr: 6.1863e-05 eta: 0:10:33 time: 0.0675 data_time: 0.0024 memory: 1152 loss: 1.1782 2022/11/28 23:05:10 - mmengine - INFO - Epoch(train) [119][ 600/5005] lr: 6.0569e-05 eta: 0:10:26 time: 0.0693 data_time: 0.0025 memory: 1152 loss: 1.1953 2022/11/28 23:05:17 - mmengine - INFO - Epoch(train) [119][ 700/5005] lr: 5.9289e-05 eta: 0:10:19 time: 0.0695 data_time: 0.0026 memory: 1152 loss: 1.3647 2022/11/28 23:05:25 - mmengine - INFO - Epoch(train) [119][ 800/5005] lr: 5.8023e-05 eta: 0:10:13 time: 0.0694 data_time: 0.0024 memory: 1152 loss: 1.1024 2022/11/28 23:05:32 - mmengine - INFO - Epoch(train) [119][ 900/5005] lr: 5.6770e-05 eta: 0:10:06 time: 0.0699 data_time: 0.0034 memory: 1152 loss: 1.1539 2022/11/28 23:05:39 - mmengine - INFO - Epoch(train) [119][1000/5005] lr: 5.5531e-05 eta: 0:09:59 time: 0.0694 data_time: 0.0033 memory: 1152 loss: 1.1217 2022/11/28 23:05:46 - mmengine - INFO - Epoch(train) [119][1100/5005] lr: 5.4305e-05 eta: 0:09:53 time: 0.0824 data_time: 0.0029 memory: 1152 loss: 1.0581 2022/11/28 23:05:53 - mmengine - INFO - Epoch(train) [119][1200/5005] lr: 5.3094e-05 eta: 0:09:46 time: 0.0689 data_time: 0.0024 memory: 1152 loss: 1.2161 2022/11/28 23:06:00 - mmengine - INFO - Epoch(train) [119][1300/5005] lr: 5.1896e-05 eta: 0:09:39 time: 0.0683 data_time: 0.0025 memory: 1152 loss: 1.1249 2022/11/28 23:06:07 - mmengine - INFO - Epoch(train) [119][1400/5005] lr: 5.0711e-05 eta: 0:09:33 time: 0.0683 data_time: 0.0026 memory: 1152 loss: 1.0962 2022/11/28 23:06:08 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 23:06:14 - mmengine - INFO - Epoch(train) [119][1500/5005] lr: 4.9540e-05 eta: 0:09:26 time: 0.0697 data_time: 0.0030 memory: 1152 loss: 1.0087 2022/11/28 23:06:22 - mmengine - INFO - Epoch(train) [119][1600/5005] lr: 4.8383e-05 eta: 0:09:19 time: 0.0694 data_time: 0.0026 memory: 1152 loss: 1.0645 2022/11/28 23:06:29 - mmengine - INFO - Epoch(train) [119][1700/5005] lr: 4.7240e-05 eta: 0:09:13 time: 0.0680 data_time: 0.0025 memory: 1152 loss: 1.0770 2022/11/28 23:06:36 - mmengine - INFO - Epoch(train) [119][1800/5005] lr: 4.6110e-05 eta: 0:09:06 time: 0.0687 data_time: 0.0024 memory: 1152 loss: 1.1338 2022/11/28 23:06:43 - mmengine - INFO - Epoch(train) [119][1900/5005] lr: 4.4994e-05 eta: 0:09:00 time: 0.0685 data_time: 0.0024 memory: 1152 loss: 1.1250 2022/11/28 23:06:50 - mmengine - INFO - Epoch(train) [119][2000/5005] lr: 4.3891e-05 eta: 0:08:53 time: 0.0701 data_time: 0.0024 memory: 1152 loss: 1.0255 2022/11/28 23:06:57 - mmengine - INFO - Epoch(train) [119][2100/5005] lr: 4.2803e-05 eta: 0:08:46 time: 0.0682 data_time: 0.0025 memory: 1152 loss: 1.0437 2022/11/28 23:07:04 - mmengine - INFO - Epoch(train) [119][2200/5005] lr: 4.1727e-05 eta: 0:08:40 time: 0.0679 data_time: 0.0026 memory: 1152 loss: 0.9364 2022/11/28 23:07:12 - mmengine - INFO - Epoch(train) [119][2300/5005] lr: 4.0666e-05 eta: 0:08:33 time: 0.0685 data_time: 0.0025 memory: 1152 loss: 1.1907 2022/11/28 23:07:19 - mmengine - INFO - Epoch(train) [119][2400/5005] lr: 3.9618e-05 eta: 0:08:26 time: 0.0692 data_time: 0.0032 memory: 1152 loss: 1.2013 2022/11/28 23:07:19 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 23:07:26 - mmengine - INFO - Epoch(train) [119][2500/5005] lr: 3.8584e-05 eta: 0:08:20 time: 0.0736 data_time: 0.0024 memory: 1152 loss: 1.1119 2022/11/28 23:07:33 - mmengine - INFO - Epoch(train) [119][2600/5005] lr: 3.7564e-05 eta: 0:08:13 time: 0.0692 data_time: 0.0028 memory: 1152 loss: 1.3021 2022/11/28 23:07:40 - mmengine - INFO - Epoch(train) [119][2700/5005] lr: 3.6557e-05 eta: 0:08:06 time: 0.0688 data_time: 0.0031 memory: 1152 loss: 1.1231 2022/11/28 23:07:47 - mmengine - INFO - Epoch(train) [119][2800/5005] lr: 3.5564e-05 eta: 0:08:00 time: 0.0680 data_time: 0.0025 memory: 1152 loss: 0.9919 2022/11/28 23:07:54 - mmengine - INFO - Epoch(train) [119][2900/5005] lr: 3.4584e-05 eta: 0:07:53 time: 0.0701 data_time: 0.0025 memory: 1152 loss: 1.1182 2022/11/28 23:08:02 - mmengine - INFO - Epoch(train) [119][3000/5005] lr: 3.3619e-05 eta: 0:07:46 time: 0.0691 data_time: 0.0032 memory: 1152 loss: 1.2378 2022/11/28 23:08:09 - mmengine - INFO - Epoch(train) [119][3100/5005] lr: 3.2667e-05 eta: 0:07:40 time: 0.0692 data_time: 0.0026 memory: 1152 loss: 0.9788 2022/11/28 23:08:16 - mmengine - INFO - Epoch(train) [119][3200/5005] lr: 3.1728e-05 eta: 0:07:33 time: 0.0712 data_time: 0.0034 memory: 1152 loss: 1.2071 2022/11/28 23:08:23 - mmengine - INFO - Epoch(train) [119][3300/5005] lr: 3.0803e-05 eta: 0:07:26 time: 0.0697 data_time: 0.0025 memory: 1152 loss: 1.3778 2022/11/28 23:08:30 - mmengine - INFO - Epoch(train) [119][3400/5005] lr: 2.9892e-05 eta: 0:07:20 time: 0.0697 data_time: 0.0025 memory: 1152 loss: 1.2910 2022/11/28 23:08:31 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 23:08:38 - mmengine - INFO - Epoch(train) [119][3500/5005] lr: 2.8995e-05 eta: 0:07:13 time: 0.0695 data_time: 0.0033 memory: 1152 loss: 1.3233 2022/11/28 23:08:45 - mmengine - INFO - Epoch(train) [119][3600/5005] lr: 2.8111e-05 eta: 0:07:06 time: 0.0684 data_time: 0.0025 memory: 1152 loss: 1.0970 2022/11/28 23:08:52 - mmengine - INFO - Epoch(train) [119][3700/5005] lr: 2.7241e-05 eta: 0:07:00 time: 0.0680 data_time: 0.0024 memory: 1152 loss: 1.1244 2022/11/28 23:08:59 - mmengine - INFO - Epoch(train) [119][3800/5005] lr: 2.6385e-05 eta: 0:06:53 time: 0.0692 data_time: 0.0025 memory: 1152 loss: 1.2007 2022/11/28 23:09:06 - mmengine - INFO - Epoch(train) [119][3900/5005] lr: 2.5542e-05 eta: 0:06:46 time: 0.0685 data_time: 0.0031 memory: 1152 loss: 1.2441 2022/11/28 23:09:13 - mmengine - INFO - Epoch(train) [119][4000/5005] lr: 2.4713e-05 eta: 0:06:40 time: 0.0692 data_time: 0.0027 memory: 1152 loss: 1.0835 2022/11/28 23:09:20 - mmengine - INFO - Epoch(train) [119][4100/5005] lr: 2.3898e-05 eta: 0:06:33 time: 0.0687 data_time: 0.0030 memory: 1152 loss: 1.2041 2022/11/28 23:09:28 - mmengine - INFO - Epoch(train) [119][4200/5005] lr: 2.3096e-05 eta: 0:06:26 time: 0.0694 data_time: 0.0025 memory: 1152 loss: 0.8783 2022/11/28 23:09:35 - mmengine - INFO - Epoch(train) [119][4300/5005] lr: 2.2308e-05 eta: 0:06:20 time: 0.0681 data_time: 0.0026 memory: 1152 loss: 1.1179 2022/11/28 23:09:42 - mmengine - INFO - Epoch(train) [119][4400/5005] lr: 2.1534e-05 eta: 0:06:13 time: 0.0691 data_time: 0.0032 memory: 1152 loss: 0.9596 2022/11/28 23:09:43 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 23:09:49 - mmengine - INFO - Epoch(train) [119][4500/5005] lr: 2.0773e-05 eta: 0:06:06 time: 0.0692 data_time: 0.0030 memory: 1152 loss: 1.0266 2022/11/28 23:09:56 - mmengine - INFO - Epoch(train) [119][4600/5005] lr: 2.0026e-05 eta: 0:06:00 time: 0.0692 data_time: 0.0025 memory: 1152 loss: 1.0662 2022/11/28 23:10:03 - mmengine - INFO - Epoch(train) [119][4700/5005] lr: 1.9293e-05 eta: 0:05:53 time: 0.0691 data_time: 0.0033 memory: 1152 loss: 1.1650 2022/11/28 23:10:10 - mmengine - INFO - Epoch(train) [119][4800/5005] lr: 1.8573e-05 eta: 0:05:46 time: 0.0697 data_time: 0.0025 memory: 1152 loss: 1.2129 2022/11/28 23:10:18 - mmengine - INFO - Epoch(train) [119][4900/5005] lr: 1.7867e-05 eta: 0:05:40 time: 0.0692 data_time: 0.0027 memory: 1152 loss: 1.0258 2022/11/28 23:10:25 - mmengine - INFO - Epoch(train) [119][5000/5005] lr: 1.7175e-05 eta: 0:05:33 time: 0.0704 data_time: 0.0034 memory: 1152 loss: 1.2657 2022/11/28 23:10:25 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 23:10:25 - mmengine - INFO - Saving checkpoint at 119 epochs 2022/11/28 23:10:30 - mmengine - INFO - Epoch(val) [119][100/196] eta: 0:00:03 time: 0.0362 data_time: 0.0244 memory: 1152 2022/11/28 23:10:43 - mmengine - INFO - Epoch(val) [119][196/196] accuracy/top1: 74.3300 accuracy/top5: 91.8260 2022/11/28 23:10:51 - mmengine - INFO - Epoch(train) [120][ 100/5005] lr: 1.6463e-05 eta: 0:05:26 time: 0.0709 data_time: 0.0024 memory: 1152 loss: 1.2479 2022/11/28 23:10:58 - mmengine - INFO - Epoch(train) [120][ 200/5005] lr: 1.5798e-05 eta: 0:05:20 time: 0.0687 data_time: 0.0028 memory: 1152 loss: 0.9334 2022/11/28 23:11:05 - mmengine - INFO - Epoch(train) [120][ 300/5005] lr: 1.5148e-05 eta: 0:05:13 time: 0.0696 data_time: 0.0031 memory: 1152 loss: 0.8894 2022/11/28 23:11:12 - mmengine - INFO - Epoch(train) [120][ 400/5005] lr: 1.4511e-05 eta: 0:05:06 time: 0.0689 data_time: 0.0025 memory: 1152 loss: 1.0642 2022/11/28 23:11:13 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 23:11:19 - mmengine - INFO - Epoch(train) [120][ 500/5005] lr: 1.3888e-05 eta: 0:05:00 time: 0.0685 data_time: 0.0024 memory: 1152 loss: 1.0633 2022/11/28 23:11:27 - mmengine - INFO - Epoch(train) [120][ 600/5005] lr: 1.3278e-05 eta: 0:04:53 time: 0.0686 data_time: 0.0025 memory: 1152 loss: 1.1416 2022/11/28 23:11:34 - mmengine - INFO - Epoch(train) [120][ 700/5005] lr: 1.2682e-05 eta: 0:04:46 time: 0.0699 data_time: 0.0024 memory: 1152 loss: 1.1114 2022/11/28 23:11:41 - mmengine - INFO - Epoch(train) [120][ 800/5005] lr: 1.2100e-05 eta: 0:04:40 time: 0.0698 data_time: 0.0023 memory: 1152 loss: 1.2425 2022/11/28 23:11:48 - mmengine - INFO - Epoch(train) [120][ 900/5005] lr: 1.1532e-05 eta: 0:04:33 time: 0.0689 data_time: 0.0026 memory: 1152 loss: 1.0812 2022/11/28 23:11:56 - mmengine - INFO - Epoch(train) [120][1000/5005] lr: 1.0977e-05 eta: 0:04:26 time: 0.0691 data_time: 0.0032 memory: 1152 loss: 1.1304 2022/11/28 23:12:03 - mmengine - INFO - Epoch(train) [120][1100/5005] lr: 1.0436e-05 eta: 0:04:20 time: 0.0698 data_time: 0.0028 memory: 1152 loss: 1.0393 2022/11/28 23:12:10 - mmengine - INFO - Epoch(train) [120][1200/5005] lr: 9.9081e-06 eta: 0:04:13 time: 0.0713 data_time: 0.0023 memory: 1152 loss: 1.2054 2022/11/28 23:12:17 - mmengine - INFO - Epoch(train) [120][1300/5005] lr: 9.3943e-06 eta: 0:04:06 time: 0.0692 data_time: 0.0025 memory: 1152 loss: 1.1181 2022/11/28 23:12:24 - mmengine - INFO - Epoch(train) [120][1400/5005] lr: 8.8942e-06 eta: 0:04:00 time: 0.0692 data_time: 0.0026 memory: 1152 loss: 1.3194 2022/11/28 23:12:24 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 23:12:31 - mmengine - INFO - Epoch(train) [120][1500/5005] lr: 8.4078e-06 eta: 0:03:53 time: 0.0693 data_time: 0.0032 memory: 1152 loss: 1.2375 2022/11/28 23:12:38 - mmengine - INFO - Epoch(train) [120][1600/5005] lr: 7.9350e-06 eta: 0:03:46 time: 0.0686 data_time: 0.0025 memory: 1152 loss: 1.2021 2022/11/28 23:12:45 - mmengine - INFO - Epoch(train) [120][1700/5005] lr: 7.4759e-06 eta: 0:03:40 time: 0.0703 data_time: 0.0032 memory: 1152 loss: 1.0762 2022/11/28 23:12:53 - mmengine - INFO - Epoch(train) [120][1800/5005] lr: 7.0305e-06 eta: 0:03:33 time: 0.0702 data_time: 0.0023 memory: 1152 loss: 1.1712 2022/11/28 23:13:00 - mmengine - INFO - Epoch(train) [120][1900/5005] lr: 6.5988e-06 eta: 0:03:26 time: 0.0685 data_time: 0.0024 memory: 1152 loss: 1.0773 2022/11/28 23:13:07 - mmengine - INFO - Epoch(train) [120][2000/5005] lr: 6.1807e-06 eta: 0:03:20 time: 0.0703 data_time: 0.0024 memory: 1152 loss: 0.9550 2022/11/28 23:13:14 - mmengine - INFO - Epoch(train) [120][2100/5005] lr: 5.7763e-06 eta: 0:03:13 time: 0.0684 data_time: 0.0026 memory: 1152 loss: 1.2582 2022/11/28 23:13:21 - mmengine - INFO - Epoch(train) [120][2200/5005] lr: 5.3856e-06 eta: 0:03:06 time: 0.0689 data_time: 0.0032 memory: 1152 loss: 1.0606 2022/11/28 23:13:29 - mmengine - INFO - Epoch(train) [120][2300/5005] lr: 5.0086e-06 eta: 0:03:00 time: 0.0687 data_time: 0.0034 memory: 1152 loss: 1.0970 2022/11/28 23:13:36 - mmengine - INFO - Epoch(train) [120][2400/5005] lr: 4.6453e-06 eta: 0:02:53 time: 0.0696 data_time: 0.0024 memory: 1152 loss: 1.0891 2022/11/28 23:13:36 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 23:13:43 - mmengine - INFO - Epoch(train) [120][2500/5005] lr: 4.2956e-06 eta: 0:02:46 time: 0.0691 data_time: 0.0024 memory: 1152 loss: 1.2751 2022/11/28 23:13:50 - mmengine - INFO - Epoch(train) [120][2600/5005] lr: 3.9596e-06 eta: 0:02:40 time: 0.0691 data_time: 0.0033 memory: 1152 loss: 1.1289 2022/11/28 23:13:57 - mmengine - INFO - Epoch(train) [120][2700/5005] lr: 3.6373e-06 eta: 0:02:33 time: 0.0715 data_time: 0.0031 memory: 1152 loss: 1.1020 2022/11/28 23:14:04 - mmengine - INFO - Epoch(train) [120][2800/5005] lr: 3.3287e-06 eta: 0:02:26 time: 0.0690 data_time: 0.0030 memory: 1152 loss: 1.0545 2022/11/28 23:14:11 - mmengine - INFO - Epoch(train) [120][2900/5005] lr: 3.0338e-06 eta: 0:02:20 time: 0.0678 data_time: 0.0024 memory: 1152 loss: 1.1133 2022/11/28 23:14:18 - mmengine - INFO - Epoch(train) [120][3000/5005] lr: 2.7525e-06 eta: 0:02:13 time: 0.0679 data_time: 0.0025 memory: 1152 loss: 1.0351 2022/11/28 23:14:25 - mmengine - INFO - Epoch(train) [120][3100/5005] lr: 2.4849e-06 eta: 0:02:06 time: 0.0685 data_time: 0.0025 memory: 1152 loss: 1.1708 2022/11/28 23:14:33 - mmengine - INFO - Epoch(train) [120][3200/5005] lr: 2.2310e-06 eta: 0:02:00 time: 0.0689 data_time: 0.0029 memory: 1152 loss: 0.8223 2022/11/28 23:14:40 - mmengine - INFO - Epoch(train) [120][3300/5005] lr: 1.9908e-06 eta: 0:01:53 time: 0.0710 data_time: 0.0024 memory: 1152 loss: 1.0831 2022/11/28 23:14:47 - mmengine - INFO - Epoch(train) [120][3400/5005] lr: 1.7642e-06 eta: 0:01:46 time: 0.0686 data_time: 0.0026 memory: 1152 loss: 1.0999 2022/11/28 23:14:47 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 23:14:54 - mmengine - INFO - Epoch(train) [120][3500/5005] lr: 1.5514e-06 eta: 0:01:40 time: 0.0685 data_time: 0.0024 memory: 1152 loss: 1.1623 2022/11/28 23:15:01 - mmengine - INFO - Epoch(train) [120][3600/5005] lr: 1.3522e-06 eta: 0:01:33 time: 0.0688 data_time: 0.0025 memory: 1152 loss: 1.1403 2022/11/28 23:15:09 - mmengine - INFO - Epoch(train) [120][3700/5005] lr: 1.1667e-06 eta: 0:01:26 time: 0.0699 data_time: 0.0033 memory: 1152 loss: 1.1567 2022/11/28 23:15:16 - mmengine - INFO - Epoch(train) [120][3800/5005] lr: 9.9486e-07 eta: 0:01:20 time: 0.0713 data_time: 0.0024 memory: 1152 loss: 1.2818 2022/11/28 23:15:23 - mmengine - INFO - Epoch(train) [120][3900/5005] lr: 8.3672e-07 eta: 0:01:13 time: 0.0691 data_time: 0.0025 memory: 1152 loss: 1.0812 2022/11/28 23:15:30 - mmengine - INFO - Epoch(train) [120][4000/5005] lr: 6.9225e-07 eta: 0:01:06 time: 0.0682 data_time: 0.0025 memory: 1152 loss: 0.9313 2022/11/28 23:15:37 - mmengine - INFO - Epoch(train) [120][4100/5005] lr: 5.6147e-07 eta: 0:01:00 time: 0.0688 data_time: 0.0024 memory: 1152 loss: 1.0257 2022/11/28 23:15:44 - mmengine - INFO - Epoch(train) [120][4200/5005] lr: 4.4436e-07 eta: 0:00:53 time: 0.0694 data_time: 0.0024 memory: 1152 loss: 1.1745 2022/11/28 23:15:51 - mmengine - INFO - Epoch(train) [120][4300/5005] lr: 3.4094e-07 eta: 0:00:46 time: 0.0695 data_time: 0.0024 memory: 1152 loss: 1.0031 2022/11/28 23:15:58 - mmengine - INFO - Epoch(train) [120][4400/5005] lr: 2.5120e-07 eta: 0:00:40 time: 0.0685 data_time: 0.0026 memory: 1152 loss: 0.9888 2022/11/28 23:15:59 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 23:16:05 - mmengine - INFO - Epoch(train) [120][4500/5005] lr: 1.7513e-07 eta: 0:00:33 time: 0.0691 data_time: 0.0032 memory: 1152 loss: 0.9439 2022/11/28 23:16:13 - mmengine - INFO - Epoch(train) [120][4600/5005] lr: 1.1275e-07 eta: 0:00:26 time: 0.0688 data_time: 0.0035 memory: 1152 loss: 0.9749 2022/11/28 23:16:20 - mmengine - INFO - Epoch(train) [120][4700/5005] lr: 6.4049e-08 eta: 0:00:20 time: 0.0682 data_time: 0.0025 memory: 1152 loss: 1.1268 2022/11/28 23:16:27 - mmengine - INFO - Epoch(train) [120][4800/5005] lr: 2.9027e-08 eta: 0:00:13 time: 0.0683 data_time: 0.0025 memory: 1152 loss: 1.2332 2022/11/28 23:16:34 - mmengine - INFO - Epoch(train) [120][4900/5005] lr: 7.6857e-09 eta: 0:00:06 time: 0.0699 data_time: 0.0025 memory: 1152 loss: 0.9531 2022/11/28 23:16:41 - mmengine - INFO - Epoch(train) [120][5000/5005] lr: 2.4625e-11 eta: 0:00:00 time: 0.0703 data_time: 0.0033 memory: 1152 loss: 1.0997 2022/11/28 23:16:42 - mmengine - INFO - Exp name: repvgg-A1_20221128_112345 2022/11/28 23:16:42 - mmengine - INFO - Saving checkpoint at 120 epochs 2022/11/28 23:16:46 - mmengine - INFO - Epoch(val) [120][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0249 memory: 1152 2022/11/28 23:16:59 - mmengine - INFO - Epoch(val) [120][196/196] accuracy/top1: 74.2940 accuracy/top5: 91.8020